warning: commands will be executed using /bin/sh
job 2412 at Fri Feb 28 10:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140225/YutaMouse20-140225/YutaMouse20-140225
ElecNo	5
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1754678 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 584892 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 30821 members 
Mstep: Class 3 contains 30724 members 
Mstep: Class 4 contains 30650 members 
Mstep: Class 5 contains 30840 members 
Mstep: Class 6 contains 30963 members 
Mstep: Class 7 contains 30528 members 
Mstep: Class 8 contains 30760 members 
Mstep: Class 9 contains 30746 members 
Mstep: Class 10 contains 30877 members 
Mstep: Class 11 contains 30740 members 
Mstep: Class 12 contains 30618 members 
Mstep: Class 13 contains 30818 members 
Mstep: Class 14 contains 30850 members 
Mstep: Class 15 contains 30884 members 
Mstep: Class 16 contains 30779 members 
Mstep: Class 17 contains 30842 members 
Mstep: Class 18 contains 30763 members 
Mstep: Class 19 contains 30606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1734.678101 but Gain 3293.238281
Score: -101539808.000000 Penalty: 59278.269531
Iteration 0F: 19 clusters Score -1.015398e+08 nChanged 553718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1629 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 3 contains 20913 members 
Mstep: Class 4 contains 20380 members 
Mstep: Class 5 contains 10431 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 20735 members 
Mstep: Class 9 contains 8664 members 
Mstep: Class 10 contains 23488 members 
Mstep: Class 11 contains 26329 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 35975 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 38676 members 
Mstep: Class 17 contains 13782 members 
Mstep: Class 18 contains 303785 members 
Mstep: Class 19 contains 3992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1662.377319 but Gain 3293.238281
Score: -105020368.000000 Penalty: 55985.031250
Iteration 1F: 18 clusters Score -1.050204e+08 nChanged 215800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1684 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 3 contains 52498 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 5 contains 2925 members 
Mstep: Class 6 contains 12021 members 
Mstep: Class 7 contains 7918 members 
Mstep: Class 8 contains 29467 members 
Mstep: Class 9 contains 2651 members 
Mstep: Class 10 contains 21828 members 
Mstep: Class 11 contains 17074 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 85113 members 
Mstep: Class 14 contains 1930 members 
Mstep: Class 15 contains 12417 members 
Mstep: Class 16 contains 62779 members 
Mstep: Class 17 contains 4624 members 
Mstep: Class 18 contains 262143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1161.698120 but Gain 3293.234375
Score: -105783624.000000 Penalty: 52691.796875
Iteration 2F: 17 clusters Score -1.057836e+08 nChanged 211536
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 3 contains 106197 members 
Mstep: Class 4 contains 6479 members 
Mstep: Class 5 contains 4116 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 3541 members 
Mstep: Class 8 contains 32406 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 22413 members 
Mstep: Class 11 contains 14693 members 
Mstep: Class 12 contains 2669 members 
Mstep: Class 13 contains 144784 members 
Mstep: Class 14 contains 2698 members 
Mstep: Class 15 contains 12212 members 
Mstep: Class 16 contains 89342 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 124008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105933440.000000 Penalty: 52691.796875
Iteration 3F: 17 clusters Score -1.059334e+08 nChanged 167296
Entering Unmasked Mstep 
Mstep: Class 0 contains 542 members 
Mstep: Class 3 contains 118988 members 
Mstep: Class 4 contains 9717 members 
Mstep: Class 5 contains 5001 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 1657 members 
Mstep: Class 8 contains 38620 members 
Mstep: Class 9 contains 2123 members 
Mstep: Class 10 contains 27992 members 
Mstep: Class 11 contains 15108 members 
Mstep: Class 12 contains 3125 members 
Mstep: Class 13 contains 90024 members 
Mstep: Class 14 contains 2802 members 
Mstep: Class 15 contains 14991 members 
Mstep: Class 16 contains 126702 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 18 contains 109211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106045384.000000 Penalty: 52691.796875
Iteration 4F: 17 clusters Score -1.060454e+08 nChanged 138441
Entering Unmasked Mstep 
Mstep: Class 0 contains 431 members 
Mstep: Class 3 contains 91780 members 
Mstep: Class 4 contains 12597 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 19997 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 51425 members 
Mstep: Class 9 contains 2453 members 
Mstep: Class 10 contains 39678 members 
Mstep: Class 11 contains 17503 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 13 contains 117045 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 20286 members 
Mstep: Class 16 contains 92384 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 104822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2994.994141 but Gain 3293.238281
Score: -106189568.000000 Penalty: 49398.558594
Iteration 5F: 16 clusters Score -1.061896e+08 nChanged 124135
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 3 contains 97407 members 
Mstep: Class 4 contains 15362 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 25414 members 
Mstep: Class 7 contains 1195 members 
Mstep: Class 8 contains 74100 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 51556 members 
Mstep: Class 11 contains 17770 members 
Mstep: Class 13 contains 76583 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 24754 members 
Mstep: Class 16 contains 100895 members 
Mstep: Class 17 contains 2022 members 
Mstep: Class 18 contains 88205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106299336.000000 Penalty: 49398.558594
Iteration 6F: 16 clusters Score -1.062993e+08 nChanged 111874
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 3 contains 77545 members 
Mstep: Class 4 contains 17496 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 30473 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 90265 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 66898 members 
Mstep: Class 11 contains 16186 members 
Mstep: Class 13 contains 78642 members 
Mstep: Class 14 contains 2030 members 
Mstep: Class 15 contains 28630 members 
Mstep: Class 16 contains 83510 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 84066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3217.747803 but Gain 3293.238281
Score: -106367056.000000 Penalty: 46105.320312
Iteration 7F: 15 clusters Score -1.063671e+08 nChanged 111594
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 3 contains 70450 members 
Mstep: Class 4 contains 21268 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 90638 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 79104 members 
Mstep: Class 11 contains 13440 members 
Mstep: Class 13 contains 73136 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 32358 members 
Mstep: Class 16 contains 86751 members 
Mstep: Class 17 contains 1186 members 
Mstep: Class 18 contains 72891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106409048.000000 Penalty: 46105.320312
Iteration 8F: 15 clusters Score -1.06409e+08 nChanged 82218
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 3 contains 65443 members 
Mstep: Class 4 contains 23022 members 
Mstep: Class 6 contains 46515 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 83329 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 92599 members 
Mstep: Class 11 contains 11295 members 
Mstep: Class 13 contains 71079 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 38234 members 
Mstep: Class 16 contains 81904 members 
Mstep: Class 17 contains 997 members 
Mstep: Class 18 contains 64278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106440928.000000 Penalty: 46105.320312
Iteration 9F: 15 clusters Score -1.064409e+08 nChanged 81852
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 3 contains 60983 members 
Mstep: Class 4 contains 25167 members 
Mstep: Class 6 contains 58245 members 
Mstep: Class 7 contains 1326 members 
Mstep: Class 8 contains 75066 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 103759 members 
Mstep: Class 11 contains 9750 members 
Mstep: Class 13 contains 66445 members 
Mstep: Class 14 contains 1742 members 
Mstep: Class 15 contains 45746 members 
Mstep: Class 16 contains 76330 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 56398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106447448.000000 Penalty: 46105.320312
Iteration 10F: 15 clusters Score -1.064474e+08 nChanged 71803
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 3 contains 56836 members 
Mstep: Class 4 contains 28614 members 
Mstep: Class 6 contains 68617 members 
Mstep: Class 7 contains 1333 members 
Mstep: Class 8 contains 67390 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 100643 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 13 contains 62680 members 
Mstep: Class 14 contains 1694 members 
Mstep: Class 15 contains 56000 members 
Mstep: Class 16 contains 77178 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 51239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106470192.000000 Penalty: 46105.320312
Iteration 11F: 15 clusters Score -1.064702e+08 nChanged 58210
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 3 contains 53621 members 
Mstep: Class 4 contains 31548 members 
Mstep: Class 6 contains 73365 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 61062 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 99681 members 
Mstep: Class 11 contains 7942 members 
Mstep: Class 13 contains 60610 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 64455 members 
Mstep: Class 16 contains 75448 members 
Mstep: Class 17 contains 910 members 
Mstep: Class 18 contains 50316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106482152.000000 Penalty: 46105.320312
Iteration 12F: 15 clusters Score -1.064822e+08 nChanged 46157
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 3 contains 52615 members 
Mstep: Class 4 contains 34378 members 
Mstep: Class 6 contains 76772 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 56368 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 97418 members 
Mstep: Class 11 contains 7468 members 
Mstep: Class 13 contains 59720 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 67690 members 
Mstep: Class 16 contains 74887 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 50756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106493352.000000 Penalty: 46105.320312
Iteration 13F: 15 clusters Score -1.064934e+08 nChanged 35172
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 3 contains 52945 members 
Mstep: Class 4 contains 36824 members 
Mstep: Class 6 contains 78564 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 53880 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 95544 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 13 contains 59793 members 
Mstep: Class 14 contains 1569 members 
Mstep: Class 15 contains 68078 members 
Mstep: Class 16 contains 73483 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 18 contains 51789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106501056.000000 Penalty: 46105.320312
Iteration 14F: 15 clusters Score -1.065011e+08 nChanged 27773
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 3 contains 53538 members 
Mstep: Class 4 contains 38847 members 
Mstep: Class 6 contains 78668 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 53002 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 93719 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 13 contains 60292 members 
Mstep: Class 14 contains 1540 members 
Mstep: Class 15 contains 67912 members 
Mstep: Class 16 contains 72227 members 
Mstep: Class 17 contains 1126 members 
Mstep: Class 18 contains 52852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106507520.000000 Penalty: 46105.320312
Iteration 15Q: 15 clusters Score -1.065075e+08 nChanged 22859
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 54134 members 
Mstep: Class 4 contains 40534 members 
Mstep: Class 6 contains 77530 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 52931 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 91977 members 
Mstep: Class 11 contains 6831 members 
Mstep: Class 13 contains 61028 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 67683 members 
Mstep: Class 16 contains 71252 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 54042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106513192.000000 Penalty: 46105.320312
Iteration 16Q: 15 clusters Score -1.065132e+08 nChanged 19857
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 54714 members 
Mstep: Class 4 contains 41823 members 
Mstep: Class 6 contains 75886 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 53237 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 90529 members 
Mstep: Class 11 contains 6835 members 
Mstep: Class 13 contains 61720 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 67421 members 
Mstep: Class 16 contains 70413 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 55263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106516792.000000 Penalty: 46105.320312
Iteration 17Q: 15 clusters Score -1.065168e+08 nChanged 17777
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 55271 members 
Mstep: Class 4 contains 42992 members 
Mstep: Class 6 contains 74084 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 53669 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 89167 members 
Mstep: Class 11 contains 7018 members 
Mstep: Class 13 contains 62428 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 67171 members 
Mstep: Class 16 contains 69555 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 56390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106520192.000000 Penalty: 46105.320312
Iteration 18Q: 15 clusters Score -1.065202e+08 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 55875 members 
Mstep: Class 4 contains 44041 members 
Mstep: Class 6 contains 72239 members 
Mstep: Class 7 contains 1364 members 
Mstep: Class 8 contains 54025 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 87993 members 
Mstep: Class 11 contains 7324 members 
Mstep: Class 13 contains 63278 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 66924 members 
Mstep: Class 16 contains 68617 members 
Mstep: Class 17 contains 1636 members 
Mstep: Class 18 contains 57374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106521600.000000 Penalty: 46105.320312
Iteration 19Q: 15 clusters Score -1.065216e+08 nChanged 15224
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 56540 members 
Mstep: Class 4 contains 44903 members 
Mstep: Class 6 contains 70578 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 54467 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 86974 members 
Mstep: Class 11 contains 7807 members 
Mstep: Class 13 contains 64031 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 66567 members 
Mstep: Class 16 contains 67638 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 58140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106524168.000000 Penalty: 46105.320312
Iteration 20F: 15 clusters Score -1.065242e+08 nChanged 15093
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 3 contains 57242 members 
Mstep: Class 4 contains 45613 members 
Mstep: Class 6 contains 69233 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 54843 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 85877 members 
Mstep: Class 11 contains 8481 members 
Mstep: Class 13 contains 64757 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 65964 members 
Mstep: Class 16 contains 66636 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 58831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106528376.000000 Penalty: 46105.320312
Iteration 21Q: 15 clusters Score -1.065284e+08 nChanged 14933
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 3 contains 57721 members 
Mstep: Class 4 contains 46329 members 
Mstep: Class 6 contains 68051 members 
Mstep: Class 7 contains 1363 members 
Mstep: Class 8 contains 55149 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 84577 members 
Mstep: Class 11 contains 9408 members 
Mstep: Class 13 contains 65636 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 65406 members 
Mstep: Class 16 contains 65706 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 59270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106531488.000000 Penalty: 46105.320312
Iteration 22Q: 15 clusters Score -1.065315e+08 nChanged 14339
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 58248 members 
Mstep: Class 4 contains 47237 members 
Mstep: Class 6 contains 67099 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 55407 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 83111 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 13 contains 66460 members 
Mstep: Class 14 contains 1355 members 
Mstep: Class 15 contains 64574 members 
Mstep: Class 16 contains 64798 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 59646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106533928.000000 Penalty: 46105.320312
Iteration 23Q: 15 clusters Score -1.065339e+08 nChanged 13957
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 58641 members 
Mstep: Class 4 contains 48166 members 
Mstep: Class 6 contains 66225 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 55548 members 
Mstep: Class 9 contains 2229 members 
Mstep: Class 10 contains 81748 members 
Mstep: Class 11 contains 11909 members 
Mstep: Class 13 contains 67345 members 
Mstep: Class 14 contains 1341 members 
Mstep: Class 15 contains 63745 members 
Mstep: Class 16 contains 63765 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 59874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106536560.000000 Penalty: 46105.320312
Iteration 24Q: 15 clusters Score -1.065366e+08 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 58924 members 
Mstep: Class 4 contains 49121 members 
Mstep: Class 6 contains 65417 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 55634 members 
Mstep: Class 9 contains 2235 members 
Mstep: Class 10 contains 80559 members 
Mstep: Class 11 contains 13657 members 
Mstep: Class 13 contains 68175 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 62708 members 
Mstep: Class 16 contains 62647 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 60042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106538608.000000 Penalty: 46105.320312
Iteration 25Q: 15 clusters Score -1.065386e+08 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 59042 members 
Mstep: Class 4 contains 50027 members 
Mstep: Class 6 contains 64686 members 
Mstep: Class 7 contains 1357 members 
Mstep: Class 8 contains 55675 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 79145 members 
Mstep: Class 11 contains 15911 members 
Mstep: Class 13 contains 69022 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 61581 members 
Mstep: Class 16 contains 61513 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 60202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106541224.000000 Penalty: 46105.320312
Iteration 26Q: 15 clusters Score -1.065412e+08 nChanged 13676
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 58983 members 
Mstep: Class 4 contains 50918 members 
Mstep: Class 6 contains 64132 members 
Mstep: Class 7 contains 1358 members 
Mstep: Class 8 contains 55628 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 77536 members 
Mstep: Class 11 contains 18802 members 
Mstep: Class 13 contains 69759 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 60317 members 
Mstep: Class 16 contains 60359 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 60285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106545000.000000 Penalty: 46105.320312
Iteration 27Q: 15 clusters Score -1.06545e+08 nChanged 14086
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 58747 members 
Mstep: Class 4 contains 51728 members 
Mstep: Class 6 contains 63454 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 55472 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 75865 members 
Mstep: Class 11 contains 22470 members 
Mstep: Class 13 contains 70360 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 59090 members 
Mstep: Class 16 contains 59060 members 
Mstep: Class 17 contains 3204 members 
Mstep: Class 18 contains 60399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106549240.000000 Penalty: 46105.320312
Iteration 28Q: 15 clusters Score -1.065492e+08 nChanged 14565
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 58352 members 
Mstep: Class 4 contains 52467 members 
Mstep: Class 6 contains 62807 members 
Mstep: Class 7 contains 1360 members 
Mstep: Class 8 contains 55166 members 
Mstep: Class 9 contains 2248 members 
Mstep: Class 10 contains 74080 members 
Mstep: Class 11 contains 26980 members 
Mstep: Class 13 contains 70794 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 57860 members 
Mstep: Class 16 contains 57684 members 
Mstep: Class 17 contains 3274 members 
Mstep: Class 18 contains 60381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106553376.000000 Penalty: 46105.320312
Iteration 29Q: 15 clusters Score -1.065534e+08 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 57900 members 
Mstep: Class 4 contains 53118 members 
Mstep: Class 6 contains 62116 members 
Mstep: Class 7 contains 1357 members 
Mstep: Class 8 contains 54760 members 
Mstep: Class 9 contains 2252 members 
Mstep: Class 10 contains 72169 members 
Mstep: Class 11 contains 32092 members 
Mstep: Class 13 contains 71062 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 56653 members 
Mstep: Class 16 contains 56482 members 
Mstep: Class 17 contains 3338 members 
Mstep: Class 18 contains 60154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106557816.000000 Penalty: 46105.320312
Iteration 30Q: 15 clusters Score -1.065578e+08 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 57293 members 
Mstep: Class 4 contains 53738 members 
Mstep: Class 6 contains 61305 members 
Mstep: Class 7 contains 1357 members 
Mstep: Class 8 contains 54191 members 
Mstep: Class 9 contains 2255 members 
Mstep: Class 10 contains 70415 members 
Mstep: Class 11 contains 37617 members 
Mstep: Class 13 contains 71135 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 55488 members 
Mstep: Class 16 contains 55341 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 59927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106562728.000000 Penalty: 46105.320312
Iteration 31Q: 15 clusters Score -1.065627e+08 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 56485 members 
Mstep: Class 4 contains 54153 members 
Mstep: Class 6 contains 60394 members 
Mstep: Class 7 contains 1358 members 
Mstep: Class 8 contains 53698 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 68822 members 
Mstep: Class 11 contains 43442 members 
Mstep: Class 13 contains 71105 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 54413 members 
Mstep: Class 16 contains 54299 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 59585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106568024.000000 Penalty: 46105.320312
Iteration 32Q: 15 clusters Score -1.06568e+08 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 55607 members 
Mstep: Class 4 contains 54590 members 
Mstep: Class 6 contains 59617 members 
Mstep: Class 7 contains 1360 members 
Mstep: Class 8 contains 53226 members 
Mstep: Class 9 contains 2259 members 
Mstep: Class 10 contains 67000 members 
Mstep: Class 11 contains 50017 members 
Mstep: Class 13 contains 70933 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 53402 members 
Mstep: Class 16 contains 52835 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 59131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106570968.000000 Penalty: 46105.320312
Iteration 33Q: 15 clusters Score -1.06571e+08 nChanged 16495
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 54786 members 
Mstep: Class 4 contains 55287 members 
Mstep: Class 6 contains 59182 members 
Mstep: Class 7 contains 1363 members 
Mstep: Class 8 contains 52853 members 
Mstep: Class 9 contains 2262 members 
Mstep: Class 10 contains 65105 members 
Mstep: Class 11 contains 56584 members 
Mstep: Class 13 contains 70898 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 52181 members 
Mstep: Class 16 contains 50722 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 58712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106569168.000000 Penalty: 46105.320312
Iteration 34Q: 15 clusters Score -1.065692e+08 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 54421 members 
Mstep: Class 4 contains 56384 members 
Mstep: Class 6 contains 59012 members 
Mstep: Class 7 contains 1364 members 
Mstep: Class 8 contains 52727 members 
Mstep: Class 9 contains 2263 members 
Mstep: Class 10 contains 64170 members 
Mstep: Class 11 contains 58710 members 
Mstep: Class 13 contains 71114 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 51530 members 
Mstep: Class 16 contains 49776 members 
Mstep: Class 17 contains 3573 members 
Mstep: Class 18 contains 58409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106567088.000000 Penalty: 46105.320312
Iteration 35Q: 15 clusters Score -1.065671e+08 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 54356 members 
Mstep: Class 4 contains 57484 members 
Mstep: Class 6 contains 58838 members 
Mstep: Class 7 contains 1360 members 
Mstep: Class 8 contains 52681 members 
Mstep: Class 9 contains 2264 members 
Mstep: Class 10 contains 63867 members 
Mstep: Class 11 contains 58236 members 
Mstep: Class 13 contains 71441 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 51362 members 
Mstep: Class 16 contains 49753 members 
Mstep: Class 17 contains 3646 members 
Mstep: Class 18 contains 58165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106566768.000000 Penalty: 46105.320312
Iteration 36Q: 15 clusters Score -1.065668e+08 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 54378 members 
Mstep: Class 4 contains 58516 members 
Mstep: Class 6 contains 58717 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 52669 members 
Mstep: Class 9 contains 2266 members 
Mstep: Class 10 contains 63648 members 
Mstep: Class 11 contains 57388 members 
Mstep: Class 13 contains 71677 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 51091 members 
Mstep: Class 16 contains 49906 members 
Mstep: Class 17 contains 3736 members 
Mstep: Class 18 contains 58102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106567400.000000 Penalty: 46105.320312
Iteration 37Q: 15 clusters Score -1.065674e+08 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 54408 members 
Mstep: Class 4 contains 59597 members 
Mstep: Class 6 contains 58643 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 52642 members 
Mstep: Class 9 contains 2269 members 
Mstep: Class 10 contains 63433 members 
Mstep: Class 11 contains 56554 members 
Mstep: Class 13 contains 71964 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 50757 members 
Mstep: Class 16 contains 49988 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 58032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106568560.000000 Penalty: 46105.320312
Iteration 38Q: 15 clusters Score -1.065686e+08 nChanged 8113
Entering ConstructFrom: 
Score: -106568560.000000 Penalty: 46105.320312
Entering ConstructFrom: 
Trying to split cluster 3 (54436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Entering Unmasked Estep 
Score: -10084480.000000 Penalty: 2704.385742
	Iteration 0F: 2 clusters Score -1.008448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -10056746.000000 Penalty: 5408.771484
	Iteration 0F: 3 clusters Score -1.005675e+07 nChanged 25304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -10071176.000000 Penalty: 5408.771484
	Iteration 1F: 3 clusters Score -1.007118e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -10071919.000000 Penalty: 5408.771484
	Iteration 2Q: 3 clusters Score -1.007192e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -10072772.000000 Penalty: 5408.771484
	Iteration 3Q: 3 clusters Score -1.007277e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -10073879.000000 Penalty: 5408.771484
	Iteration 4Q: 3 clusters Score -1.007388e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -10075533.000000 Penalty: 5408.771484
	Iteration 5F: 3 clusters Score -1.007553e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -10077687.000000 Penalty: 5408.771484
	Iteration 6F: 3 clusters Score -1.007769e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -10080402.000000 Penalty: 5408.771484
	Iteration 7F: 3 clusters Score -1.00804e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -10082661.000000 Penalty: 5408.771484
	Iteration 8F: 3 clusters Score -1.008266e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -10083863.000000 Penalty: 5408.771484
	Iteration 9F: 3 clusters Score -1.008386e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -10084332.000000 Penalty: 5408.771484
	Iteration 10Q: 3 clusters Score -1.008433e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -10084673.000000 Penalty: 5408.771484
	Iteration 11Q: 3 clusters Score -1.008467e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -10084924.000000 Penalty: 5408.771484
	Iteration 12Q: 3 clusters Score -1.008492e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -10085127.000000 Penalty: 5408.771484
	Iteration 13Q: 3 clusters Score -1.008513e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -10085316.000000 Penalty: 5408.771484
	Iteration 14Q: 3 clusters Score -1.008532e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -10085550.000000 Penalty: 5408.771484
	Iteration 15Q: 3 clusters Score -1.008555e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -10085736.000000 Penalty: 5408.771484
	Iteration 16Q: 3 clusters Score -1.008574e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -10086039.000000 Penalty: 5408.771484
	Iteration 17Q: 3 clusters Score -1.008604e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -10086312.000000 Penalty: 5408.771484
	Iteration 18Q: 3 clusters Score -1.008631e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -10086463.000000 Penalty: 5408.771484
	Iteration 19Q: 3 clusters Score -1.008646e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -10086594.000000 Penalty: 5408.771484
	Iteration 20F: 3 clusters Score -1.008659e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -10086758.000000 Penalty: 5408.771484
	Iteration 21Q: 3 clusters Score -1.008676e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -10086859.000000 Penalty: 5408.771484
	Iteration 22Q: 3 clusters Score -1.008686e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -10086950.000000 Penalty: 5408.771484
	Iteration 23Q: 3 clusters Score -1.008695e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -10087117.000000 Penalty: 5408.771484
	Iteration 24Q: 3 clusters Score -1.008712e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -10087259.000000 Penalty: 5408.771484
	Iteration 25Q: 3 clusters Score -1.008726e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -10087331.000000 Penalty: 5408.771484
	Iteration 26Q: 3 clusters Score -1.008733e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -10087423.000000 Penalty: 5408.771484
	Iteration 27Q: 3 clusters Score -1.008742e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -10087468.000000 Penalty: 5408.771484
	Iteration 28Q: 3 clusters Score -1.008747e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -10087551.000000 Penalty: 5408.771484
	Iteration 29Q: 3 clusters Score -1.008755e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -10087671.000000 Penalty: 5408.771484
	Iteration 30Q: 3 clusters Score -1.008767e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -10087830.000000 Penalty: 5408.771484
	Iteration 31Q: 3 clusters Score -1.008783e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -10087941.000000 Penalty: 5408.771484
	Iteration 32Q: 3 clusters Score -1.008794e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -10088072.000000 Penalty: 5408.771484
	Iteration 33Q: 3 clusters Score -1.008807e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -10088279.000000 Penalty: 5408.771484
	Iteration 34Q: 3 clusters Score -1.008828e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -10088418.000000 Penalty: 5408.771484
	Iteration 35Q: 3 clusters Score -1.008842e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -10088442.000000 Penalty: 5408.771484
	Iteration 36Q: 3 clusters Score -1.008844e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -10088445.000000 Penalty: 5408.771484
	Iteration 37Q: 3 clusters Score -1.008844e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -10088403.000000 Penalty: 5408.771484
	Iteration 38Q: 3 clusters Score -1.00884e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -10088025.000000 Penalty: 5408.771484
	Iteration 39Q: 3 clusters Score -1.008802e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -10087672.000000 Penalty: 5408.771484
	Iteration 40F: 3 clusters Score -1.008767e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -10087317.000000 Penalty: 5408.771484
	Iteration 41Q: 3 clusters Score -1.008732e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -10086923.000000 Penalty: 5408.771484
	Iteration 42Q: 3 clusters Score -1.008692e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -10086487.000000 Penalty: 5408.771484
	Iteration 43Q: 3 clusters Score -1.008649e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -10086192.000000 Penalty: 5408.771484
	Iteration 44Q: 3 clusters Score -1.008619e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -10085904.000000 Penalty: 5408.771484
	Iteration 45Q: 3 clusters Score -1.00859e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -10085669.000000 Penalty: 5408.771484
	Iteration 46Q: 3 clusters Score -1.008567e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -10085371.000000 Penalty: 5408.771484
	Iteration 47Q: 3 clusters Score -1.008537e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -10085124.000000 Penalty: 5408.771484
	Iteration 48Q: 3 clusters Score -1.008512e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -10084932.000000 Penalty: 5408.771484
	Iteration 49Q: 3 clusters Score -1.008493e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -10084765.000000 Penalty: 5408.771484
	Iteration 50Q: 3 clusters Score -1.008476e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -10084621.000000 Penalty: 5408.771484
	Iteration 51Q: 3 clusters Score -1.008462e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -10084499.000000 Penalty: 5408.771484
	Iteration 52Q: 3 clusters Score -1.00845e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -10084468.000000 Penalty: 5408.771484
	Iteration 53Q: 3 clusters Score -1.008447e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -10084408.000000 Penalty: 5408.771484
	Iteration 54Q: 3 clusters Score -1.008441e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -10084330.000000 Penalty: 5408.771484
	Iteration 55Q: 3 clusters Score -1.008433e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -10084278.000000 Penalty: 5408.771484
	Iteration 56Q: 3 clusters Score -1.008428e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -10084247.000000 Penalty: 5408.771484
	Iteration 57Q: 3 clusters Score -1.008425e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -10084214.000000 Penalty: 5408.771484
	Iteration 58Q: 3 clusters Score -1.008421e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -10084179.000000 Penalty: 5408.771484
	Iteration 59Q: 3 clusters Score -1.008418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -10084167.000000 Penalty: 5408.771484
	Iteration 60F: 3 clusters Score -1.008417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -10084141.000000 Penalty: 5408.771484
	Iteration 61Q: 3 clusters Score -1.008414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -10084113.000000 Penalty: 5408.771484
	Iteration 62Q: 3 clusters Score -1.008411e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -10084085.000000 Penalty: 5408.771484
	Iteration 63Q: 3 clusters Score -1.008408e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -10084064.000000 Penalty: 5408.771484
	Iteration 64Q: 3 clusters Score -1.008406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -10084058.000000 Penalty: 5408.771484
	Iteration 65Q: 3 clusters Score -1.008406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -10084037.000000 Penalty: 5408.771484
	Iteration 66Q: 3 clusters Score -1.008404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -10084029.000000 Penalty: 5408.771484
	Iteration 67Q: 3 clusters Score -1.008403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -10084011.000000 Penalty: 5408.771484
	Iteration 68Q: 3 clusters Score -1.008401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -10084007.000000 Penalty: 5408.771484
	Iteration 69Q: 3 clusters Score -1.008401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -10084006.000000 Penalty: 5408.771484
	Iteration 70Q: 3 clusters Score -1.008401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -10084002.000000 Penalty: 5408.771484
	Iteration 71Q: 3 clusters Score -1.0084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -10083979.000000 Penalty: 5408.771484
	Iteration 72Q: 3 clusters Score -1.008398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -10083982.000000 Penalty: 5408.771484
	Iteration 73Q: 3 clusters Score -1.008398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -10083957.000000 Penalty: 5408.771484
	Iteration 74Q: 3 clusters Score -1.008396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -10083938.000000 Penalty: 5408.771484
	Iteration 75Q: 3 clusters Score -1.008394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -10083949.000000 Penalty: 5408.771484
	Iteration 76Q: 3 clusters Score -1.008395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -10083934.000000 Penalty: 5408.771484
	Iteration 77Q: 3 clusters Score -1.008393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -10083917.000000 Penalty: 5408.771484
	Iteration 78Q: 3 clusters Score -1.008392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -10083902.000000 Penalty: 5408.771484
	Iteration 79Q: 3 clusters Score -1.00839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -10083902.000000 Penalty: 5408.771484
	Iteration 80F: 3 clusters Score -1.00839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -10083905.000000 Penalty: 5408.771484
	Iteration 81Q: 3 clusters Score -1.00839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -10083892.000000 Penalty: 5408.771484
	Iteration 82Q: 3 clusters Score -1.008389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -10083889.000000 Penalty: 5408.771484
	Iteration 83Q: 3 clusters Score -1.008389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -10083883.000000 Penalty: 5408.771484
	Iteration 84Q: 3 clusters Score -1.008388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -10083885.000000 Penalty: 5408.771484
	Iteration 85Q: 3 clusters Score -1.008388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -10083888.000000 Penalty: 5408.771484
	Iteration 86Q: 3 clusters Score -1.008389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -10083887.000000 Penalty: 5408.771484
	Iteration 87Q: 3 clusters Score -1.008389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -10083878.000000 Penalty: 5408.771484
	Iteration 88Q: 3 clusters Score -1.008388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -10083878.000000 Penalty: 5408.771484
	Iteration 89F: 3 clusters Score -1.008388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Entering Unmasked Estep 
Score: -10964459.000000 Penalty: 2730.890137
	Iteration 0F: 2 clusters Score -1.096446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -10924532.000000 Penalty: 5461.780273
	Iteration 0F: 3 clusters Score -1.092453e+07 nChanged 28025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -10940236.000000 Penalty: 5461.780273
	Iteration 1F: 3 clusters Score -1.094024e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -10941191.000000 Penalty: 5461.780273
	Iteration 2Q: 3 clusters Score -1.094119e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -10942527.000000 Penalty: 5461.780273
	Iteration 3Q: 3 clusters Score -1.094253e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -10944315.000000 Penalty: 5461.780273
	Iteration 4F: 3 clusters Score -1.094432e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -10946294.000000 Penalty: 5461.780273
	Iteration 5F: 3 clusters Score -1.094629e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -10948203.000000 Penalty: 5461.780273
	Iteration 6F: 3 clusters Score -1.09482e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -10949932.000000 Penalty: 5461.780273
	Iteration 7F: 3 clusters Score -1.094993e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -10951304.000000 Penalty: 5461.780273
	Iteration 8Q: 3 clusters Score -1.09513e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -10952585.000000 Penalty: 5461.780273
	Iteration 9Q: 3 clusters Score -1.095258e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -10953677.000000 Penalty: 5461.780273
	Iteration 10Q: 3 clusters Score -1.095368e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -10954886.000000 Penalty: 5461.780273
	Iteration 11Q: 3 clusters Score -1.095489e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -10956011.000000 Penalty: 5461.780273
	Iteration 12Q: 3 clusters Score -1.095601e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -10957108.000000 Penalty: 5461.780273
	Iteration 13Q: 3 clusters Score -1.095711e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -10958091.000000 Penalty: 5461.780273
	Iteration 14Q: 3 clusters Score -1.095809e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -10958947.000000 Penalty: 5461.780273
	Iteration 15Q: 3 clusters Score -1.095895e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -10959815.000000 Penalty: 5461.780273
	Iteration 16Q: 3 clusters Score -1.095982e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -10960701.000000 Penalty: 5461.780273
	Iteration 17Q: 3 clusters Score -1.09607e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -10961478.000000 Penalty: 5461.780273
	Iteration 18Q: 3 clusters Score -1.096148e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -10962053.000000 Penalty: 5461.780273
	Iteration 19Q: 3 clusters Score -1.096205e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -10962496.000000 Penalty: 5461.780273
	Iteration 20F: 3 clusters Score -1.09625e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -10962789.000000 Penalty: 5461.780273
	Iteration 21Q: 3 clusters Score -1.096279e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -10962990.000000 Penalty: 5461.780273
	Iteration 22Q: 3 clusters Score -1.096299e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -10963132.000000 Penalty: 5461.780273
	Iteration 23Q: 3 clusters Score -1.096313e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -10963239.000000 Penalty: 5461.780273
	Iteration 24Q: 3 clusters Score -1.096324e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -10963369.000000 Penalty: 5461.780273
	Iteration 25Q: 3 clusters Score -1.096337e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -10963399.000000 Penalty: 5461.780273
	Iteration 26Q: 3 clusters Score -1.09634e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -10963426.000000 Penalty: 5461.780273
	Iteration 27Q: 3 clusters Score -1.096343e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -10963439.000000 Penalty: 5461.780273
	Iteration 28Q: 3 clusters Score -1.096344e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -10963466.000000 Penalty: 5461.780273
	Iteration 29Q: 3 clusters Score -1.096347e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -10963492.000000 Penalty: 5461.780273
	Iteration 30Q: 3 clusters Score -1.096349e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -10963483.000000 Penalty: 5461.780273
	Iteration 31Q: 3 clusters Score -1.096348e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -10963466.000000 Penalty: 5461.780273
	Iteration 32Q: 3 clusters Score -1.096347e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -10963481.000000 Penalty: 5461.780273
	Iteration 33Q: 3 clusters Score -1.096348e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -10963476.000000 Penalty: 5461.780273
	Iteration 34Q: 3 clusters Score -1.096348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -10963489.000000 Penalty: 5461.780273
	Iteration 35Q: 3 clusters Score -1.096349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -10963485.000000 Penalty: 5461.780273
	Iteration 36Q: 3 clusters Score -1.096348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -10963477.000000 Penalty: 5461.780273
	Iteration 37Q: 3 clusters Score -1.096348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -10963461.000000 Penalty: 5461.780273
	Iteration 38Q: 3 clusters Score -1.096346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -10963468.000000 Penalty: 5461.780273
	Iteration 39Q: 3 clusters Score -1.096347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -10963486.000000 Penalty: 5461.780273
	Iteration 40F: 3 clusters Score -1.096349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -10963494.000000 Penalty: 5461.780273
	Iteration 41Q: 3 clusters Score -1.096349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -10963491.000000 Penalty: 5461.780273
	Iteration 42Q: 3 clusters Score -1.096349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -10963487.000000 Penalty: 5461.780273
	Iteration 43Q: 3 clusters Score -1.096349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -10963490.000000 Penalty: 5461.780273
	Iteration 44Q: 3 clusters Score -1.096349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -10963478.000000 Penalty: 5461.780273
	Iteration 45Q: 3 clusters Score -1.096348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -10963498.000000 Penalty: 5461.780273
	Iteration 46Q: 3 clusters Score -1.09635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -10963485.000000 Penalty: 5461.780273
	Iteration 47Q: 3 clusters Score -1.096348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -10963483.000000 Penalty: 5461.780273
	Iteration 48Q: 3 clusters Score -1.096348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -10963485.000000 Penalty: 5461.780273
	Iteration 49Q: 3 clusters Score -1.096348e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -10963491.000000 Penalty: 5461.780273
	Iteration 50Q: 3 clusters Score -1.096349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -10963482.000000 Penalty: 5461.780273
	Iteration 51Q: 3 clusters Score -1.096348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -10963494.000000 Penalty: 5461.780273
	Iteration 52Q: 3 clusters Score -1.096349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -10963496.000000 Penalty: 5461.780273
	Iteration 53Q: 3 clusters Score -1.09635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -10963482.000000 Penalty: 5461.780273
	Iteration 54Q: 3 clusters Score -1.096348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -10963489.000000 Penalty: 5461.780273
	Iteration 55Q: 3 clusters Score -1.096349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -10963490.000000 Penalty: 5461.780273
	Iteration 56Q: 3 clusters Score -1.096349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -10963491.000000 Penalty: 5461.780273
	Iteration 57Q: 3 clusters Score -1.096349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -10963495.000000 Penalty: 5461.780273
	Iteration 58Q: 3 clusters Score -1.09635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -10963498.000000 Penalty: 5461.780273
	Iteration 59Q: 3 clusters Score -1.09635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -10963496.000000 Penalty: 5461.780273
	Iteration 60F: 3 clusters Score -1.09635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -10963506.000000 Penalty: 5461.780273
	Iteration 61Q: 3 clusters Score -1.096351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -10963505.000000 Penalty: 5461.780273
	Iteration 62Q: 3 clusters Score -1.09635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -10963496.000000 Penalty: 5461.780273
	Iteration 63Q: 3 clusters Score -1.09635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -10963500.000000 Penalty: 5461.780273
	Iteration 64Q: 3 clusters Score -1.09635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -10963504.000000 Penalty: 5461.780273
	Iteration 65Q: 3 clusters Score -1.09635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57006 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -10963494.000000 Penalty: 5461.780273
	Iteration 66Q: 3 clusters Score -1.096349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -10963492.000000 Penalty: 5461.780273
	Iteration 67Q: 3 clusters Score -1.096349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -10963492.000000 Penalty: 5461.780273
	Iteration 68F: 3 clusters Score -1.096349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Entering Unmasked Estep 
Score: -10809479.000000 Penalty: 2722.233398
	Iteration 0F: 2 clusters Score -1.080948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -10780943.000000 Penalty: 5444.466797
	Iteration 0F: 3 clusters Score -1.078094e+07 nChanged 27255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -10796577.000000 Penalty: 5444.466797
	Iteration 1F: 3 clusters Score -1.079658e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -10797947.000000 Penalty: 5444.466797
	Iteration 2Q: 3 clusters Score -1.079795e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -10799498.000000 Penalty: 5444.466797
	Iteration 3Q: 3 clusters Score -1.07995e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -10801416.000000 Penalty: 5444.466797
	Iteration 4F: 3 clusters Score -1.080142e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -10803534.000000 Penalty: 5444.466797
	Iteration 5F: 3 clusters Score -1.080353e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -10805725.000000 Penalty: 5444.466797
	Iteration 6F: 3 clusters Score -1.080572e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -10807781.000000 Penalty: 5444.466797
	Iteration 7F: 3 clusters Score -1.080778e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -10809324.000000 Penalty: 5444.466797
	Iteration 8Q: 3 clusters Score -1.080932e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -10810434.000000 Penalty: 5444.466797
	Iteration 9Q: 3 clusters Score -1.081043e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -10811169.000000 Penalty: 5444.466797
	Iteration 10Q: 3 clusters Score -1.081117e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -10811466.000000 Penalty: 5444.466797
	Iteration 11Q: 3 clusters Score -1.081147e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -10811539.000000 Penalty: 5444.466797
	Iteration 12Q: 3 clusters Score -1.081154e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -10811578.000000 Penalty: 5444.466797
	Iteration 13Q: 3 clusters Score -1.081158e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -10811526.000000 Penalty: 5444.466797
	Iteration 14Q: 3 clusters Score -1.081153e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -10811537.000000 Penalty: 5444.466797
	Iteration 15Q: 3 clusters Score -1.081154e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -10811540.000000 Penalty: 5444.466797
	Iteration 16Q: 3 clusters Score -1.081154e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -10811483.000000 Penalty: 5444.466797
	Iteration 17Q: 3 clusters Score -1.081148e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -10811374.000000 Penalty: 5444.466797
	Iteration 18Q: 3 clusters Score -1.081137e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -10811346.000000 Penalty: 5444.466797
	Iteration 19Q: 3 clusters Score -1.081135e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -10811304.000000 Penalty: 5444.466797
	Iteration 20F: 3 clusters Score -1.08113e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -10811279.000000 Penalty: 5444.466797
	Iteration 21Q: 3 clusters Score -1.081128e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -10811262.000000 Penalty: 5444.466797
	Iteration 22Q: 3 clusters Score -1.081126e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -10811211.000000 Penalty: 5444.466797
	Iteration 23Q: 3 clusters Score -1.081121e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -10811185.000000 Penalty: 5444.466797
	Iteration 24Q: 3 clusters Score -1.081118e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -10811192.000000 Penalty: 5444.466797
	Iteration 25Q: 3 clusters Score -1.081119e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -10811187.000000 Penalty: 5444.466797
	Iteration 26Q: 3 clusters Score -1.081119e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -10811203.000000 Penalty: 5444.466797
	Iteration 27Q: 3 clusters Score -1.08112e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -10811173.000000 Penalty: 5444.466797
	Iteration 28Q: 3 clusters Score -1.081117e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -10811139.000000 Penalty: 5444.466797
	Iteration 29Q: 3 clusters Score -1.081114e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -10811163.000000 Penalty: 5444.466797
	Iteration 30Q: 3 clusters Score -1.081116e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -10811147.000000 Penalty: 5444.466797
	Iteration 31Q: 3 clusters Score -1.081115e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -10811153.000000 Penalty: 5444.466797
	Iteration 32Q: 3 clusters Score -1.081115e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -10811108.000000 Penalty: 5444.466797
	Iteration 33Q: 3 clusters Score -1.081111e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -10811124.000000 Penalty: 5444.466797
	Iteration 34Q: 3 clusters Score -1.081112e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -10811120.000000 Penalty: 5444.466797
	Iteration 35Q: 3 clusters Score -1.081112e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -10811133.000000 Penalty: 5444.466797
	Iteration 36Q: 3 clusters Score -1.081113e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -10811156.000000 Penalty: 5444.466797
	Iteration 37Q: 3 clusters Score -1.081116e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -10811169.000000 Penalty: 5444.466797
	Iteration 38Q: 3 clusters Score -1.081117e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -10811176.000000 Penalty: 5444.466797
	Iteration 39Q: 3 clusters Score -1.081118e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -10811171.000000 Penalty: 5444.466797
	Iteration 40F: 3 clusters Score -1.081117e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -10811151.000000 Penalty: 5444.466797
	Iteration 41Q: 3 clusters Score -1.081115e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -10811153.000000 Penalty: 5444.466797
	Iteration 42Q: 3 clusters Score -1.081115e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -10811143.000000 Penalty: 5444.466797
	Iteration 43Q: 3 clusters Score -1.081114e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -10811154.000000 Penalty: 5444.466797
	Iteration 44Q: 3 clusters Score -1.081115e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -10811144.000000 Penalty: 5444.466797
	Iteration 45Q: 3 clusters Score -1.081114e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -10811159.000000 Penalty: 5444.466797
	Iteration 46Q: 3 clusters Score -1.081116e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -10811179.000000 Penalty: 5444.466797
	Iteration 47Q: 3 clusters Score -1.081118e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -10811168.000000 Penalty: 5444.466797
	Iteration 48Q: 3 clusters Score -1.081117e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -10811161.000000 Penalty: 5444.466797
	Iteration 49Q: 3 clusters Score -1.081116e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -10811154.000000 Penalty: 5444.466797
	Iteration 50Q: 3 clusters Score -1.081115e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -10811161.000000 Penalty: 5444.466797
	Iteration 51Q: 3 clusters Score -1.081116e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -10811180.000000 Penalty: 5444.466797
	Iteration 52Q: 3 clusters Score -1.081118e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -10811164.000000 Penalty: 5444.466797
	Iteration 53Q: 3 clusters Score -1.081116e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -10811166.000000 Penalty: 5444.466797
	Iteration 54Q: 3 clusters Score -1.081117e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -10811175.000000 Penalty: 5444.466797
	Iteration 55Q: 3 clusters Score -1.081118e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -10811171.000000 Penalty: 5444.466797
	Iteration 56Q: 3 clusters Score -1.081117e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -10811186.000000 Penalty: 5444.466797
	Iteration 57Q: 3 clusters Score -1.081119e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -10811187.000000 Penalty: 5444.466797
	Iteration 58Q: 3 clusters Score -1.081119e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -10811205.000000 Penalty: 5444.466797
	Iteration 59Q: 3 clusters Score -1.08112e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -10811221.000000 Penalty: 5444.466797
	Iteration 60F: 3 clusters Score -1.081122e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -10811227.000000 Penalty: 5444.466797
	Iteration 61Q: 3 clusters Score -1.081123e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -10811235.000000 Penalty: 5444.466797
	Iteration 62Q: 3 clusters Score -1.081124e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -10811256.000000 Penalty: 5444.466797
	Iteration 63Q: 3 clusters Score -1.081126e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -10811256.000000 Penalty: 5444.466797
	Iteration 64Q: 3 clusters Score -1.081126e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -10811252.000000 Penalty: 5444.466797
	Iteration 65Q: 3 clusters Score -1.081125e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -10811275.000000 Penalty: 5444.466797
	Iteration 66Q: 3 clusters Score -1.081128e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -10811294.000000 Penalty: 5444.466797
	Iteration 67Q: 3 clusters Score -1.081129e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -10811276.000000 Penalty: 5444.466797
	Iteration 68Q: 3 clusters Score -1.081128e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -10811306.000000 Penalty: 5444.466797
	Iteration 69Q: 3 clusters Score -1.081131e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -10811321.000000 Penalty: 5444.466797
	Iteration 70Q: 3 clusters Score -1.081132e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -10811338.000000 Penalty: 5444.466797
	Iteration 71Q: 3 clusters Score -1.081134e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -10811333.000000 Penalty: 5444.466797
	Iteration 72Q: 3 clusters Score -1.081133e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -10811346.000000 Penalty: 5444.466797
	Iteration 73Q: 3 clusters Score -1.081135e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -10811358.000000 Penalty: 5444.466797
	Iteration 74Q: 3 clusters Score -1.081136e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -10811362.000000 Penalty: 5444.466797
	Iteration 75Q: 3 clusters Score -1.081136e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -10811372.000000 Penalty: 5444.466797
	Iteration 76Q: 3 clusters Score -1.081137e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -10811375.000000 Penalty: 5444.466797
	Iteration 77Q: 3 clusters Score -1.081138e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -10811385.000000 Penalty: 5444.466797
	Iteration 78Q: 3 clusters Score -1.081138e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -10811366.000000 Penalty: 5444.466797
	Iteration 79Q: 3 clusters Score -1.081137e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -10811370.000000 Penalty: 5444.466797
	Iteration 80F: 3 clusters Score -1.081137e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -10811377.000000 Penalty: 5444.466797
	Iteration 81Q: 3 clusters Score -1.081138e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -10811373.000000 Penalty: 5444.466797
	Iteration 82Q: 3 clusters Score -1.081137e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -10811391.000000 Penalty: 5444.466797
	Iteration 83Q: 3 clusters Score -1.081139e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -10811415.000000 Penalty: 5444.466797
	Iteration 84Q: 3 clusters Score -1.081142e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -10811427.000000 Penalty: 5444.466797
	Iteration 85Q: 3 clusters Score -1.081143e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -10811425.000000 Penalty: 5444.466797
	Iteration 86Q: 3 clusters Score -1.081142e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -10811432.000000 Penalty: 5444.466797
	Iteration 87Q: 3 clusters Score -1.081143e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -10811443.000000 Penalty: 5444.466797
	Iteration 88Q: 3 clusters Score -1.081144e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -10811427.000000 Penalty: 5444.466797
	Iteration 89Q: 3 clusters Score -1.081143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -10811435.000000 Penalty: 5444.466797
	Iteration 90Q: 3 clusters Score -1.081144e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -10811439.000000 Penalty: 5444.466797
	Iteration 91Q: 3 clusters Score -1.081144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -10811438.000000 Penalty: 5444.466797
	Iteration 92Q: 3 clusters Score -1.081144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -10811441.000000 Penalty: 5444.466797
	Iteration 93Q: 3 clusters Score -1.081144e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -10811444.000000 Penalty: 5444.466797
	Iteration 94Q: 3 clusters Score -1.081144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -10811447.000000 Penalty: 5444.466797
	Iteration 95Q: 3 clusters Score -1.081145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -10811461.000000 Penalty: 5444.466797
	Iteration 96Q: 3 clusters Score -1.081146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -10811472.000000 Penalty: 5444.466797
	Iteration 97Q: 3 clusters Score -1.081147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -10811486.000000 Penalty: 5444.466797
	Iteration 98Q: 3 clusters Score -1.081149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -10811474.000000 Penalty: 5444.466797
	Iteration 99Q: 3 clusters Score -1.081147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -10811479.000000 Penalty: 5444.466797
	Iteration 100F: 3 clusters Score -1.081148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -10811477.000000 Penalty: 5444.466797
	Iteration 101Q: 3 clusters Score -1.081148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -10811475.000000 Penalty: 5444.466797
	Iteration 102Q: 3 clusters Score -1.081148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -10811462.000000 Penalty: 5444.466797
	Iteration 103Q: 3 clusters Score -1.081146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -10811463.000000 Penalty: 5444.466797
	Iteration 104Q: 3 clusters Score -1.081146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -10811477.000000 Penalty: 5444.466797
	Iteration 105Q: 3 clusters Score -1.081148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -10811463.000000 Penalty: 5444.466797
	Iteration 106Q: 3 clusters Score -1.081146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -10811472.000000 Penalty: 5444.466797
	Iteration 107Q: 3 clusters Score -1.081147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -10811455.000000 Penalty: 5444.466797
	Iteration 108Q: 3 clusters Score -1.081146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -10811471.000000 Penalty: 5444.466797
	Iteration 109Q: 3 clusters Score -1.081147e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -10811478.000000 Penalty: 5444.466797
	Iteration 110Q: 3 clusters Score -1.081148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -10811474.000000 Penalty: 5444.466797
	Iteration 111Q: 3 clusters Score -1.081147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -10811484.000000 Penalty: 5444.466797
	Iteration 112Q: 3 clusters Score -1.081148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -10811484.000000 Penalty: 5444.466797
	Iteration 113Q: 3 clusters Score -1.081148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -10811503.000000 Penalty: 5444.466797
	Iteration 114Q: 3 clusters Score -1.08115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -10811490.000000 Penalty: 5444.466797
	Iteration 115Q: 3 clusters Score -1.081149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -10811491.000000 Penalty: 5444.466797
	Iteration 116Q: 3 clusters Score -1.081149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -10811502.000000 Penalty: 5444.466797
	Iteration 117Q: 3 clusters Score -1.08115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -10811489.000000 Penalty: 5444.466797
	Iteration 118Q: 3 clusters Score -1.081149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -10811490.000000 Penalty: 5444.466797
	Iteration 119Q: 3 clusters Score -1.081149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -10811488.000000 Penalty: 5444.466797
	Iteration 120F: 3 clusters Score -1.081149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -10811493.000000 Penalty: 5444.466797
	Iteration 121Q: 3 clusters Score -1.081149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -10811492.000000 Penalty: 5444.466797
	Iteration 122Q: 3 clusters Score -1.081149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -10811486.000000 Penalty: 5444.466797
	Iteration 123Q: 3 clusters Score -1.081149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -10811486.000000 Penalty: 5444.466797
	Iteration 124Q: 3 clusters Score -1.081149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -10811493.000000 Penalty: 5444.466797
	Iteration 125Q: 3 clusters Score -1.081149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -10811490.000000 Penalty: 5444.466797
	Iteration 126Q: 3 clusters Score -1.081149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -10811488.000000 Penalty: 5444.466797
	Iteration 127Q: 3 clusters Score -1.081149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -10811484.000000 Penalty: 5444.466797
	Iteration 128Q: 3 clusters Score -1.081148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -10811487.000000 Penalty: 5444.466797
	Iteration 129Q: 3 clusters Score -1.081149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -10811485.000000 Penalty: 5444.466797
	Iteration 130Q: 3 clusters Score -1.081148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -10811482.000000 Penalty: 5444.466797
	Iteration 131Q: 3 clusters Score -1.081148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -10811486.000000 Penalty: 5444.466797
	Iteration 132Q: 3 clusters Score -1.081149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -10811486.000000 Penalty: 5444.466797
	Iteration 133F: 3 clusters Score -1.081149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 3 contains 54436 members 
Mstep: Class 4 contains 60576 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 52576 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 10 contains 63421 members 
Mstep: Class 11 contains 55857 members 
Mstep: Class 13 contains 72166 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 50441 members 
Mstep: Class 16 contains 49977 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 57980 members 
Entering Unmasked Estep 
Score: -106570400.000000 Penalty: 49398.558594
Splitting cluster 6 changes total score from -106568560.000000 to -106570400.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -235558.578125 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -235558.6 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 671 members 
Entering Unmasked Estep 
Score: -233478.203125 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -233478.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -234290.015625 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -234290 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -234961.671875 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -234961.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -235531.765625 Penalty: 3577.298096
	Iteration 3F: 3 clusters Score -235531.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -235895.796875 Penalty: 3577.298096
	Iteration 4F: 3 clusters Score -235895.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -236213.546875 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -236213.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -236447.093750 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -236447.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -236496.765625 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -236496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -236500.906250 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -236500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -236504.000000 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -236504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -236504.390625 Penalty: 3577.298096
	Iteration 10F: 3 clusters Score -236504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -236507.984375 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -236508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -236509.718750 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -236509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -236511.187500 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -236511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -236521.968750 Penalty: 3577.298096
	Iteration 14Q: 3 clusters Score -236522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -236537.531250 Penalty: 3577.298096
	Iteration 15Q: 3 clusters Score -236537.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -236545.078125 Penalty: 3577.298096
	Iteration 16Q: 3 clusters Score -236545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -236549.328125 Penalty: 3577.298096
	Iteration 17Q: 3 clusters Score -236549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -236561.718750 Penalty: 3577.298096
	Iteration 18Q: 3 clusters Score -236561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -236569.343750 Penalty: 3577.298096
	Iteration 19Q: 3 clusters Score -236569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -236604.265625 Penalty: 3577.298096
	Iteration 20F: 3 clusters Score -236604.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -236655.203125 Penalty: 3577.298096
	Iteration 21Q: 3 clusters Score -236655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -236656.703125 Penalty: 3577.298096
	Iteration 22Q: 3 clusters Score -236656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -236658.593750 Penalty: 3577.298096
	Iteration 23Q: 3 clusters Score -236658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -236658.593750 Penalty: 3577.298096
	Iteration 24F: 3 clusters Score -236658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 54436 members 
Mstep: Class 4 contains 60576 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 52576 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 10 contains 63421 members 
Mstep: Class 11 contains 55857 members 
Mstep: Class 13 contains 72166 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 50441 members 
Mstep: Class 16 contains 49977 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 57980 members 
Entering Unmasked Estep 
Score: -106569944.000000 Penalty: 52691.796875
Splitting cluster 7 changes total score from -106568560.000000 to -106569944.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (52576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Entering Unmasked Estep 
Score: -9712252.000000 Penalty: 2695.763672
	Iteration 0F: 2 clusters Score -9712252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -9683478.000000 Penalty: 5391.527344
	Iteration 0F: 3 clusters Score -9683478 nChanged 24420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -9696929.000000 Penalty: 5391.527344
	Iteration 1F: 3 clusters Score -9696929 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -9697566.000000 Penalty: 5391.527344
	Iteration 2Q: 3 clusters Score -9697566 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -9698178.000000 Penalty: 5391.527344
	Iteration 3Q: 3 clusters Score -9698178 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -9698748.000000 Penalty: 5391.527344
	Iteration 4Q: 3 clusters Score -9698748 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -9699396.000000 Penalty: 5391.527344
	Iteration 5Q: 3 clusters Score -9699396 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -9700175.000000 Penalty: 5391.527344
	Iteration 6Q: 3 clusters Score -9700175 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -9701206.000000 Penalty: 5391.527344
	Iteration 7Q: 3 clusters Score -9701206 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -9702424.000000 Penalty: 5391.527344
	Iteration 8Q: 3 clusters Score -9702424 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -9703920.000000 Penalty: 5391.527344
	Iteration 9Q: 3 clusters Score -9703920 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -9705367.000000 Penalty: 5391.527344
	Iteration 10F: 3 clusters Score -9705367 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -9706884.000000 Penalty: 5391.527344
	Iteration 11Q: 3 clusters Score -9706884 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -9708251.000000 Penalty: 5391.527344
	Iteration 12Q: 3 clusters Score -9708251 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -9709371.000000 Penalty: 5391.527344
	Iteration 13Q: 3 clusters Score -9709371 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -9710141.000000 Penalty: 5391.527344
	Iteration 14Q: 3 clusters Score -9710141 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -9710657.000000 Penalty: 5391.527344
	Iteration 15Q: 3 clusters Score -9710657 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -9710950.000000 Penalty: 5391.527344
	Iteration 16Q: 3 clusters Score -9710950 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -9711199.000000 Penalty: 5391.527344
	Iteration 17Q: 3 clusters Score -9711199 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -9711397.000000 Penalty: 5391.527344
	Iteration 18Q: 3 clusters Score -9711397 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -9711654.000000 Penalty: 5391.527344
	Iteration 19Q: 3 clusters Score -9711654 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -9711873.000000 Penalty: 5391.527344
	Iteration 20F: 3 clusters Score -9711873 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -9712037.000000 Penalty: 5391.527344
	Iteration 21Q: 3 clusters Score -9712037 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -9712099.000000 Penalty: 5391.527344
	Iteration 22Q: 3 clusters Score -9712099 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -9712181.000000 Penalty: 5391.527344
	Iteration 23Q: 3 clusters Score -9712181 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -9712255.000000 Penalty: 5391.527344
	Iteration 24Q: 3 clusters Score -9712255 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -9712338.000000 Penalty: 5391.527344
	Iteration 25Q: 3 clusters Score -9712338 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -9712325.000000 Penalty: 5391.527344
	Iteration 26Q: 3 clusters Score -9712325 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -9712323.000000 Penalty: 5391.527344
	Iteration 27Q: 3 clusters Score -9712323 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -9712306.000000 Penalty: 5391.527344
	Iteration 28Q: 3 clusters Score -9712306 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -9712308.000000 Penalty: 5391.527344
	Iteration 29Q: 3 clusters Score -9712308 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -9712246.000000 Penalty: 5391.527344
	Iteration 30Q: 3 clusters Score -9712246 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -9712223.000000 Penalty: 5391.527344
	Iteration 31Q: 3 clusters Score -9712223 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -9712141.000000 Penalty: 5391.527344
	Iteration 32Q: 3 clusters Score -9712141 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -9712128.000000 Penalty: 5391.527344
	Iteration 33Q: 3 clusters Score -9712128 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -9712066.000000 Penalty: 5391.527344
	Iteration 34Q: 3 clusters Score -9712066 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -9712026.000000 Penalty: 5391.527344
	Iteration 35Q: 3 clusters Score -9712026 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -9712013.000000 Penalty: 5391.527344
	Iteration 36Q: 3 clusters Score -9712013 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -9711992.000000 Penalty: 5391.527344
	Iteration 37Q: 3 clusters Score -9711992 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -9711951.000000 Penalty: 5391.527344
	Iteration 38Q: 3 clusters Score -9711951 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -9711980.000000 Penalty: 5391.527344
	Iteration 39Q: 3 clusters Score -9711980 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -9711954.000000 Penalty: 5391.527344
	Iteration 40F: 3 clusters Score -9711954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -9711956.000000 Penalty: 5391.527344
	Iteration 41Q: 3 clusters Score -9711956 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -9711946.000000 Penalty: 5391.527344
	Iteration 42Q: 3 clusters Score -9711946 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -9711959.000000 Penalty: 5391.527344
	Iteration 43Q: 3 clusters Score -9711959 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -9711931.000000 Penalty: 5391.527344
	Iteration 44Q: 3 clusters Score -9711931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -9711917.000000 Penalty: 5391.527344
	Iteration 45Q: 3 clusters Score -9711917 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -9711905.000000 Penalty: 5391.527344
	Iteration 46Q: 3 clusters Score -9711905 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -9711883.000000 Penalty: 5391.527344
	Iteration 47Q: 3 clusters Score -9711883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -9711866.000000 Penalty: 5391.527344
	Iteration 48Q: 3 clusters Score -9711866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -9711820.000000 Penalty: 5391.527344
	Iteration 49Q: 3 clusters Score -9711820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -9711831.000000 Penalty: 5391.527344
	Iteration 50Q: 3 clusters Score -9711831 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -9711818.000000 Penalty: 5391.527344
	Iteration 51Q: 3 clusters Score -9711818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -9711813.000000 Penalty: 5391.527344
	Iteration 52Q: 3 clusters Score -9711813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -9711809.000000 Penalty: 5391.527344
	Iteration 53Q: 3 clusters Score -9711809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -9711804.000000 Penalty: 5391.527344
	Iteration 54Q: 3 clusters Score -9711804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -9711800.000000 Penalty: 5391.527344
	Iteration 55Q: 3 clusters Score -9711800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -9711798.000000 Penalty: 5391.527344
	Iteration 56Q: 3 clusters Score -9711798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -9711794.000000 Penalty: 5391.527344
	Iteration 57Q: 3 clusters Score -9711794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -9711802.000000 Penalty: 5391.527344
	Iteration 58Q: 3 clusters Score -9711802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -9711783.000000 Penalty: 5391.527344
	Iteration 59Q: 3 clusters Score -9711783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -9711769.000000 Penalty: 5391.527344
	Iteration 60F: 3 clusters Score -9711769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -9711755.000000 Penalty: 5391.527344
	Iteration 61Q: 3 clusters Score -9711755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -9711755.000000 Penalty: 5391.527344
	Iteration 62Q: 3 clusters Score -9711755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -9711773.000000 Penalty: 5391.527344
	Iteration 63Q: 3 clusters Score -9711773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -9711775.000000 Penalty: 5391.527344
	Iteration 64Q: 3 clusters Score -9711775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -9711760.000000 Penalty: 5391.527344
	Iteration 65Q: 3 clusters Score -9711760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -9711742.000000 Penalty: 5391.527344
	Iteration 66Q: 3 clusters Score -9711742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -9711737.000000 Penalty: 5391.527344
	Iteration 67Q: 3 clusters Score -9711737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -9711739.000000 Penalty: 5391.527344
	Iteration 68Q: 3 clusters Score -9711739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -9711741.000000 Penalty: 5391.527344
	Iteration 69Q: 3 clusters Score -9711741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -9711726.000000 Penalty: 5391.527344
	Iteration 70Q: 3 clusters Score -9711726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -9711724.000000 Penalty: 5391.527344
	Iteration 71Q: 3 clusters Score -9711724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -9711706.000000 Penalty: 5391.527344
	Iteration 72Q: 3 clusters Score -9711706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -9711716.000000 Penalty: 5391.527344
	Iteration 73Q: 3 clusters Score -9711716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -9711700.000000 Penalty: 5391.527344
	Iteration 74Q: 3 clusters Score -9711700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -9711699.000000 Penalty: 5391.527344
	Iteration 75Q: 3 clusters Score -9711699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -9711712.000000 Penalty: 5391.527344
	Iteration 76Q: 3 clusters Score -9711712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -9711700.000000 Penalty: 5391.527344
	Iteration 77Q: 3 clusters Score -9711700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -9711690.000000 Penalty: 5391.527344
	Iteration 78Q: 3 clusters Score -9711690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -9711685.000000 Penalty: 5391.527344
	Iteration 79Q: 3 clusters Score -9711685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -9711682.000000 Penalty: 5391.527344
	Iteration 80F: 3 clusters Score -9711682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -9711678.000000 Penalty: 5391.527344
	Iteration 81Q: 3 clusters Score -9711678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -9711686.000000 Penalty: 5391.527344
	Iteration 82Q: 3 clusters Score -9711686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -9711672.000000 Penalty: 5391.527344
	Iteration 83Q: 3 clusters Score -9711672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -9711674.000000 Penalty: 5391.527344
	Iteration 84Q: 3 clusters Score -9711674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -9711668.000000 Penalty: 5391.527344
	Iteration 85Q: 3 clusters Score -9711668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -9711654.000000 Penalty: 5391.527344
	Iteration 86Q: 3 clusters Score -9711654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -9711659.000000 Penalty: 5391.527344
	Iteration 87Q: 3 clusters Score -9711659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -9711655.000000 Penalty: 5391.527344
	Iteration 88Q: 3 clusters Score -9711655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -9711661.000000 Penalty: 5391.527344
	Iteration 89Q: 3 clusters Score -9711661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -9711645.000000 Penalty: 5391.527344
	Iteration 90Q: 3 clusters Score -9711645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -9711658.000000 Penalty: 5391.527344
	Iteration 91Q: 3 clusters Score -9711658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -9711661.000000 Penalty: 5391.527344
	Iteration 92Q: 3 clusters Score -9711661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -9711646.000000 Penalty: 5391.527344
	Iteration 93Q: 3 clusters Score -9711646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -9711636.000000 Penalty: 5391.527344
	Iteration 94Q: 3 clusters Score -9711636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -9711629.000000 Penalty: 5391.527344
	Iteration 95Q: 3 clusters Score -9711629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -9711621.000000 Penalty: 5391.527344
	Iteration 96Q: 3 clusters Score -9711621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -9711622.000000 Penalty: 5391.527344
	Iteration 97Q: 3 clusters Score -9711622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -9711617.000000 Penalty: 5391.527344
	Iteration 98Q: 3 clusters Score -9711617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -9711619.000000 Penalty: 5391.527344
	Iteration 99Q: 3 clusters Score -9711619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -9711625.000000 Penalty: 5391.527344
	Iteration 100F: 3 clusters Score -9711625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -347900.093750 Penalty: 1916.647217
	Iteration 0F: 2 clusters Score -347900.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -345478.781250 Penalty: 3833.294434
	Iteration 0F: 3 clusters Score -345478.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -347495.468750 Penalty: 3833.294434
	Iteration 1F: 3 clusters Score -347495.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -349259.656250 Penalty: 3833.294434
	Iteration 2F: 3 clusters Score -349259.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -350192.593750 Penalty: 3833.294434
	Iteration 3F: 3 clusters Score -350192.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -350685.500000 Penalty: 3833.294434
	Iteration 4Q: 3 clusters Score -350685.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -350919.281250 Penalty: 3833.294434
	Iteration 5Q: 3 clusters Score -350919.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -351027.875000 Penalty: 3833.294434
	Iteration 6Q: 3 clusters Score -351027.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -351061.968750 Penalty: 3833.294434
	Iteration 7Q: 3 clusters Score -351062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -351076.468750 Penalty: 3833.294434
	Iteration 8Q: 3 clusters Score -351076.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -351087.718750 Penalty: 3833.294434
	Iteration 9Q: 3 clusters Score -351087.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -351091.531250 Penalty: 3833.294434
	Iteration 10Q: 3 clusters Score -351091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -351098.687500 Penalty: 3833.294434
	Iteration 11Q: 3 clusters Score -351098.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -351103.562500 Penalty: 3833.294434
	Iteration 12F: 3 clusters Score -351103.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -351113.406250 Penalty: 3833.294434
	Iteration 13Q: 3 clusters Score -351113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -351115.906250 Penalty: 3833.294434
	Iteration 14Q: 3 clusters Score -351115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -351118.562500 Penalty: 3833.294434
	Iteration 15Q: 3 clusters Score -351118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -351121.375000 Penalty: 3833.294434
	Iteration 16Q: 3 clusters Score -351121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -351121.375000 Penalty: 3833.294434
	Iteration 17F: 3 clusters Score -351121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 54436 members 
Mstep: Class 4 contains 60576 members 
Mstep: Class 5 contains 1584 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 52576 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 63421 members 
Mstep: Class 11 contains 55857 members 
Mstep: Class 13 contains 72166 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 50441 members 
Mstep: Class 16 contains 49977 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 57980 members 
Entering Unmasked Estep 
Score: -106571768.000000 Penalty: 55985.031250
Splitting cluster 9 changes total score from -106568560.000000 to -106571768.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (63421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Entering Unmasked Estep 
Score: -11667162.000000 Penalty: 2742.272461
	Iteration 0F: 2 clusters Score -1.166716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -11633780.000000 Penalty: 5484.544922
	Iteration 0F: 3 clusters Score -1.163378e+07 nChanged 29462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -11650618.000000 Penalty: 5484.544922
	Iteration 1F: 3 clusters Score -1.165062e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -11651267.000000 Penalty: 5484.544922
	Iteration 2Q: 3 clusters Score -1.165127e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -11651900.000000 Penalty: 5484.544922
	Iteration 3Q: 3 clusters Score -1.16519e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -11652441.000000 Penalty: 5484.544922
	Iteration 4Q: 3 clusters Score -1.165244e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -11653343.000000 Penalty: 5484.544922
	Iteration 5Q: 3 clusters Score -1.165334e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -11654373.000000 Penalty: 5484.544922
	Iteration 6Q: 3 clusters Score -1.165437e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -11656034.000000 Penalty: 5484.544922
	Iteration 7Q: 3 clusters Score -1.165603e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -11658376.000000 Penalty: 5484.544922
	Iteration 8F: 3 clusters Score -1.165838e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -11661232.000000 Penalty: 5484.544922
	Iteration 9F: 3 clusters Score -1.166123e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -11663630.000000 Penalty: 5484.544922
	Iteration 10F: 3 clusters Score -1.166363e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -11665258.000000 Penalty: 5484.544922
	Iteration 11Q: 3 clusters Score -1.166526e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -11666119.000000 Penalty: 5484.544922
	Iteration 12Q: 3 clusters Score -1.166612e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -11666583.000000 Penalty: 5484.544922
	Iteration 13Q: 3 clusters Score -1.166658e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -11666733.000000 Penalty: 5484.544922
	Iteration 14Q: 3 clusters Score -1.166673e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -11666726.000000 Penalty: 5484.544922
	Iteration 15Q: 3 clusters Score -1.166673e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -11666417.000000 Penalty: 5484.544922
	Iteration 16Q: 3 clusters Score -1.166642e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -11666097.000000 Penalty: 5484.544922
	Iteration 17Q: 3 clusters Score -1.16661e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -11665948.000000 Penalty: 5484.544922
	Iteration 18Q: 3 clusters Score -1.166595e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -11665599.000000 Penalty: 5484.544922
	Iteration 19Q: 3 clusters Score -1.16656e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -11665271.000000 Penalty: 5484.544922
	Iteration 20F: 3 clusters Score -1.166527e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -11664952.000000 Penalty: 5484.544922
	Iteration 21Q: 3 clusters Score -1.166495e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -11664746.000000 Penalty: 5484.544922
	Iteration 22Q: 3 clusters Score -1.166475e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -11664683.000000 Penalty: 5484.544922
	Iteration 23Q: 3 clusters Score -1.166468e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -11664616.000000 Penalty: 5484.544922
	Iteration 24Q: 3 clusters Score -1.166462e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -11664479.000000 Penalty: 5484.544922
	Iteration 25Q: 3 clusters Score -1.166448e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -11664398.000000 Penalty: 5484.544922
	Iteration 26Q: 3 clusters Score -1.16644e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -11664412.000000 Penalty: 5484.544922
	Iteration 27Q: 3 clusters Score -1.166441e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -11664304.000000 Penalty: 5484.544922
	Iteration 28Q: 3 clusters Score -1.16643e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -11664306.000000 Penalty: 5484.544922
	Iteration 29Q: 3 clusters Score -1.166431e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -11664375.000000 Penalty: 5484.544922
	Iteration 30Q: 3 clusters Score -1.166438e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -11664432.000000 Penalty: 5484.544922
	Iteration 31Q: 3 clusters Score -1.166443e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -11664523.000000 Penalty: 5484.544922
	Iteration 32Q: 3 clusters Score -1.166452e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -11664596.000000 Penalty: 5484.544922
	Iteration 33Q: 3 clusters Score -1.16646e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -11664713.000000 Penalty: 5484.544922
	Iteration 34Q: 3 clusters Score -1.166471e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -11664744.000000 Penalty: 5484.544922
	Iteration 35Q: 3 clusters Score -1.166474e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -11664764.000000 Penalty: 5484.544922
	Iteration 36Q: 3 clusters Score -1.166476e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -11664781.000000 Penalty: 5484.544922
	Iteration 37Q: 3 clusters Score -1.166478e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -11664828.000000 Penalty: 5484.544922
	Iteration 38Q: 3 clusters Score -1.166483e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -11664828.000000 Penalty: 5484.544922
	Iteration 39Q: 3 clusters Score -1.166483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -11664854.000000 Penalty: 5484.544922
	Iteration 40F: 3 clusters Score -1.166485e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -11664830.000000 Penalty: 5484.544922
	Iteration 41Q: 3 clusters Score -1.166483e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -11664836.000000 Penalty: 5484.544922
	Iteration 42Q: 3 clusters Score -1.166484e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -11664874.000000 Penalty: 5484.544922
	Iteration 43Q: 3 clusters Score -1.166487e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -11664889.000000 Penalty: 5484.544922
	Iteration 44Q: 3 clusters Score -1.166489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -11664892.000000 Penalty: 5484.544922
	Iteration 45Q: 3 clusters Score -1.166489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -11664904.000000 Penalty: 5484.544922
	Iteration 46Q: 3 clusters Score -1.16649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -11664885.000000 Penalty: 5484.544922
	Iteration 47Q: 3 clusters Score -1.166488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 62631 members 
Entering Unmasked Estep 
Score: -11664902.000000 Penalty: 5484.544922
	Iteration 48Q: 3 clusters Score -1.16649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -11664916.000000 Penalty: 5484.544922
	Iteration 49Q: 3 clusters Score -1.166492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -11664907.000000 Penalty: 5484.544922
	Iteration 50Q: 3 clusters Score -1.166491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -11664921.000000 Penalty: 5484.544922
	Iteration 51Q: 3 clusters Score -1.166492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -11664926.000000 Penalty: 5484.544922
	Iteration 52Q: 3 clusters Score -1.166493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -11664927.000000 Penalty: 5484.544922
	Iteration 53Q: 3 clusters Score -1.166493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -11664922.000000 Penalty: 5484.544922
	Iteration 54Q: 3 clusters Score -1.166492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -11664924.000000 Penalty: 5484.544922
	Iteration 55Q: 3 clusters Score -1.166492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -11664935.000000 Penalty: 5484.544922
	Iteration 56Q: 3 clusters Score -1.166494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -11664936.000000 Penalty: 5484.544922
	Iteration 57Q: 3 clusters Score -1.166494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -11664944.000000 Penalty: 5484.544922
	Iteration 58Q: 3 clusters Score -1.166494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -11664942.000000 Penalty: 5484.544922
	Iteration 59Q: 3 clusters Score -1.166494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -11664941.000000 Penalty: 5484.544922
	Iteration 60F: 3 clusters Score -1.166494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -11664944.000000 Penalty: 5484.544922
	Iteration 61Q: 3 clusters Score -1.166494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -11664954.000000 Penalty: 5484.544922
	Iteration 62Q: 3 clusters Score -1.166495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -11664949.000000 Penalty: 5484.544922
	Iteration 63Q: 3 clusters Score -1.166495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -11664964.000000 Penalty: 5484.544922
	Iteration 64Q: 3 clusters Score -1.166496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -11664966.000000 Penalty: 5484.544922
	Iteration 65Q: 3 clusters Score -1.166497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -11664959.000000 Penalty: 5484.544922
	Iteration 66Q: 3 clusters Score -1.166496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -11664974.000000 Penalty: 5484.544922
	Iteration 67Q: 3 clusters Score -1.166497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -11664970.000000 Penalty: 5484.544922
	Iteration 68Q: 3 clusters Score -1.166497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -11664984.000000 Penalty: 5484.544922
	Iteration 69Q: 3 clusters Score -1.166498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -11664991.000000 Penalty: 5484.544922
	Iteration 70Q: 3 clusters Score -1.166499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -11665003.000000 Penalty: 5484.544922
	Iteration 71Q: 3 clusters Score -1.1665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -11665007.000000 Penalty: 5484.544922
	Iteration 72Q: 3 clusters Score -1.166501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -11665018.000000 Penalty: 5484.544922
	Iteration 73Q: 3 clusters Score -1.166502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -11665015.000000 Penalty: 5484.544922
	Iteration 74Q: 3 clusters Score -1.166502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -11665018.000000 Penalty: 5484.544922
	Iteration 75Q: 3 clusters Score -1.166502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -11665025.000000 Penalty: 5484.544922
	Iteration 76Q: 3 clusters Score -1.166502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -11665009.000000 Penalty: 5484.544922
	Iteration 77Q: 3 clusters Score -1.166501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -11665024.000000 Penalty: 5484.544922
	Iteration 78Q: 3 clusters Score -1.166502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -11665026.000000 Penalty: 5484.544922
	Iteration 79Q: 3 clusters Score -1.166503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -11665040.000000 Penalty: 5484.544922
	Iteration 80F: 3 clusters Score -1.166504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -11665030.000000 Penalty: 5484.544922
	Iteration 81Q: 3 clusters Score -1.166503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -11665025.000000 Penalty: 5484.544922
	Iteration 82Q: 3 clusters Score -1.166502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -11665029.000000 Penalty: 5484.544922
	Iteration 83Q: 3 clusters Score -1.166503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -11665023.000000 Penalty: 5484.544922
	Iteration 84Q: 3 clusters Score -1.166502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -11665018.000000 Penalty: 5484.544922
	Iteration 85Q: 3 clusters Score -1.166502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -11665018.000000 Penalty: 5484.544922
	Iteration 86F: 3 clusters Score -1.166502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Entering Unmasked Estep 
Score: -10394434.000000 Penalty: 2710.776611
	Iteration 0F: 2 clusters Score -1.039443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -10367687.000000 Penalty: 5421.553223
	Iteration 0F: 3 clusters Score -1.036769e+07 nChanged 26061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -10382372.000000 Penalty: 5421.553223
	Iteration 1F: 3 clusters Score -1.038237e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -10382999.000000 Penalty: 5421.553223
	Iteration 2Q: 3 clusters Score -1.0383e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -10383719.000000 Penalty: 5421.553223
	Iteration 3Q: 3 clusters Score -1.038372e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -10385058.000000 Penalty: 5421.553223
	Iteration 4F: 3 clusters Score -1.038506e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -10387325.000000 Penalty: 5421.553223
	Iteration 5F: 3 clusters Score -1.038732e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -10391012.000000 Penalty: 5421.553223
	Iteration 6F: 3 clusters Score -1.039101e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -10392813.000000 Penalty: 5421.553223
	Iteration 7F: 3 clusters Score -1.039281e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -10392671.000000 Penalty: 5421.553223
	Iteration 8F: 3 clusters Score -1.039267e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -10392210.000000 Penalty: 5421.553223
	Iteration 9Q: 3 clusters Score -1.039221e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -10392134.000000 Penalty: 5421.553223
	Iteration 10Q: 3 clusters Score -1.039213e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -10392175.000000 Penalty: 5421.553223
	Iteration 11Q: 3 clusters Score -1.039218e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -10392169.000000 Penalty: 5421.553223
	Iteration 12Q: 3 clusters Score -1.039217e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -10392198.000000 Penalty: 5421.553223
	Iteration 13Q: 3 clusters Score -1.03922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -10392243.000000 Penalty: 5421.553223
	Iteration 14Q: 3 clusters Score -1.039224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -10392247.000000 Penalty: 5421.553223
	Iteration 15Q: 3 clusters Score -1.039225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -10392265.000000 Penalty: 5421.553223
	Iteration 16Q: 3 clusters Score -1.039226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -10392275.000000 Penalty: 5421.553223
	Iteration 17Q: 3 clusters Score -1.039228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -10392270.000000 Penalty: 5421.553223
	Iteration 18Q: 3 clusters Score -1.039227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -10392268.000000 Penalty: 5421.553223
	Iteration 19Q: 3 clusters Score -1.039227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -10392268.000000 Penalty: 5421.553223
	Iteration 20F: 3 clusters Score -1.039227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Entering Unmasked Estep 
Score: -13371882.000000 Penalty: 2774.307617
	Iteration 0F: 2 clusters Score -1.337188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -13351516.000000 Penalty: 5548.615234
	Iteration 0F: 3 clusters Score -1.335152e+07 nChanged 33768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -13370222.000000 Penalty: 5548.615234
	Iteration 1F: 3 clusters Score -1.337022e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -13371061.000000 Penalty: 5548.615234
	Iteration 2Q: 3 clusters Score -1.337106e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -13372033.000000 Penalty: 5548.615234
	Iteration 3Q: 3 clusters Score -1.337203e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -13373199.000000 Penalty: 5548.615234
	Iteration 4Q: 3 clusters Score -1.33732e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -13374915.000000 Penalty: 5548.615234
	Iteration 5Q: 3 clusters Score -1.337492e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -13377425.000000 Penalty: 5548.615234
	Iteration 6F: 3 clusters Score -1.337742e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -13380774.000000 Penalty: 5548.615234
	Iteration 7F: 3 clusters Score -1.338077e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -13384168.000000 Penalty: 5548.615234
	Iteration 8F: 3 clusters Score -1.338417e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -13385999.000000 Penalty: 5548.615234
	Iteration 9F: 3 clusters Score -1.3386e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -13386596.000000 Penalty: 5548.615234
	Iteration 10Q: 3 clusters Score -1.33866e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -13386867.000000 Penalty: 5548.615234
	Iteration 11Q: 3 clusters Score -1.338687e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -13387025.000000 Penalty: 5548.615234
	Iteration 12Q: 3 clusters Score -1.338702e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -13387237.000000 Penalty: 5548.615234
	Iteration 13Q: 3 clusters Score -1.338724e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -13387334.000000 Penalty: 5548.615234
	Iteration 14Q: 3 clusters Score -1.338733e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -13387535.000000 Penalty: 5548.615234
	Iteration 15Q: 3 clusters Score -1.338754e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -13387644.000000 Penalty: 5548.615234
	Iteration 16Q: 3 clusters Score -1.338764e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -13387716.000000 Penalty: 5548.615234
	Iteration 17Q: 3 clusters Score -1.338772e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -13387842.000000 Penalty: 5548.615234
	Iteration 18Q: 3 clusters Score -1.338784e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -13387857.000000 Penalty: 5548.615234
	Iteration 19Q: 3 clusters Score -1.338786e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -13387903.000000 Penalty: 5548.615234
	Iteration 20F: 3 clusters Score -1.33879e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -13387992.000000 Penalty: 5548.615234
	Iteration 21Q: 3 clusters Score -1.338799e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -13388056.000000 Penalty: 5548.615234
	Iteration 22Q: 3 clusters Score -1.338806e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -13388208.000000 Penalty: 5548.615234
	Iteration 23Q: 3 clusters Score -1.338821e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -13388246.000000 Penalty: 5548.615234
	Iteration 24Q: 3 clusters Score -1.338825e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -13388305.000000 Penalty: 5548.615234
	Iteration 25Q: 3 clusters Score -1.33883e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -13388378.000000 Penalty: 5548.615234
	Iteration 26Q: 3 clusters Score -1.338838e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -13388480.000000 Penalty: 5548.615234
	Iteration 27Q: 3 clusters Score -1.338848e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -13388496.000000 Penalty: 5548.615234
	Iteration 28Q: 3 clusters Score -1.33885e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -13388581.000000 Penalty: 5548.615234
	Iteration 29Q: 3 clusters Score -1.338858e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -13388623.000000 Penalty: 5548.615234
	Iteration 30Q: 3 clusters Score -1.338862e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -13388636.000000 Penalty: 5548.615234
	Iteration 31Q: 3 clusters Score -1.338864e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -13388654.000000 Penalty: 5548.615234
	Iteration 32Q: 3 clusters Score -1.338865e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -13388693.000000 Penalty: 5548.615234
	Iteration 33Q: 3 clusters Score -1.338869e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -13388731.000000 Penalty: 5548.615234
	Iteration 34Q: 3 clusters Score -1.338873e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -13388725.000000 Penalty: 5548.615234
	Iteration 35Q: 3 clusters Score -1.338872e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -13388731.000000 Penalty: 5548.615234
	Iteration 36Q: 3 clusters Score -1.338873e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -13388765.000000 Penalty: 5548.615234
	Iteration 37Q: 3 clusters Score -1.338876e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -13388812.000000 Penalty: 5548.615234
	Iteration 38Q: 3 clusters Score -1.338881e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -13388858.000000 Penalty: 5548.615234
	Iteration 39Q: 3 clusters Score -1.338886e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -13388879.000000 Penalty: 5548.615234
	Iteration 40F: 3 clusters Score -1.338888e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -13388861.000000 Penalty: 5548.615234
	Iteration 41Q: 3 clusters Score -1.338886e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -13388843.000000 Penalty: 5548.615234
	Iteration 42Q: 3 clusters Score -1.338884e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -13388824.000000 Penalty: 5548.615234
	Iteration 43Q: 3 clusters Score -1.338882e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -13388871.000000 Penalty: 5548.615234
	Iteration 44Q: 3 clusters Score -1.338887e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -13388883.000000 Penalty: 5548.615234
	Iteration 45Q: 3 clusters Score -1.338888e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -13388912.000000 Penalty: 5548.615234
	Iteration 46Q: 3 clusters Score -1.338891e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -13388898.000000 Penalty: 5548.615234
	Iteration 47Q: 3 clusters Score -1.33889e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -13388897.000000 Penalty: 5548.615234
	Iteration 48Q: 3 clusters Score -1.33889e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -13388948.000000 Penalty: 5548.615234
	Iteration 49Q: 3 clusters Score -1.338895e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -13388956.000000 Penalty: 5548.615234
	Iteration 50Q: 3 clusters Score -1.338896e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -13388959.000000 Penalty: 5548.615234
	Iteration 51Q: 3 clusters Score -1.338896e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -13388938.000000 Penalty: 5548.615234
	Iteration 52Q: 3 clusters Score -1.338894e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -13388956.000000 Penalty: 5548.615234
	Iteration 53Q: 3 clusters Score -1.338896e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -13388946.000000 Penalty: 5548.615234
	Iteration 54Q: 3 clusters Score -1.338895e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -13388912.000000 Penalty: 5548.615234
	Iteration 55Q: 3 clusters Score -1.338891e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -13388884.000000 Penalty: 5548.615234
	Iteration 56Q: 3 clusters Score -1.338888e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -13388874.000000 Penalty: 5548.615234
	Iteration 57Q: 3 clusters Score -1.338887e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -13388811.000000 Penalty: 5548.615234
	Iteration 58Q: 3 clusters Score -1.338881e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -13388791.000000 Penalty: 5548.615234
	Iteration 59Q: 3 clusters Score -1.338879e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -13388805.000000 Penalty: 5548.615234
	Iteration 60F: 3 clusters Score -1.33888e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -13388794.000000 Penalty: 5548.615234
	Iteration 61Q: 3 clusters Score -1.338879e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -13388749.000000 Penalty: 5548.615234
	Iteration 62Q: 3 clusters Score -1.338875e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -13388737.000000 Penalty: 5548.615234
	Iteration 63Q: 3 clusters Score -1.338874e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -13388723.000000 Penalty: 5548.615234
	Iteration 64Q: 3 clusters Score -1.338872e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -13388690.000000 Penalty: 5548.615234
	Iteration 65Q: 3 clusters Score -1.338869e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -13388692.000000 Penalty: 5548.615234
	Iteration 66Q: 3 clusters Score -1.338869e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -13388666.000000 Penalty: 5548.615234
	Iteration 67Q: 3 clusters Score -1.338867e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -13388678.000000 Penalty: 5548.615234
	Iteration 68Q: 3 clusters Score -1.338868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -13388663.000000 Penalty: 5548.615234
	Iteration 69Q: 3 clusters Score -1.338866e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -13388649.000000 Penalty: 5548.615234
	Iteration 70Q: 3 clusters Score -1.338865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -13388657.000000 Penalty: 5548.615234
	Iteration 71Q: 3 clusters Score -1.338866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -13388655.000000 Penalty: 5548.615234
	Iteration 72Q: 3 clusters Score -1.338866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -13388643.000000 Penalty: 5548.615234
	Iteration 73Q: 3 clusters Score -1.338864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -13388639.000000 Penalty: 5548.615234
	Iteration 74Q: 3 clusters Score -1.338864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -13388638.000000 Penalty: 5548.615234
	Iteration 75Q: 3 clusters Score -1.338864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -13388638.000000 Penalty: 5548.615234
	Iteration 76Q: 3 clusters Score -1.338864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -13388644.000000 Penalty: 5548.615234
	Iteration 77Q: 3 clusters Score -1.338864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -13388644.000000 Penalty: 5548.615234
	Iteration 78Q: 3 clusters Score -1.338864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -13388639.000000 Penalty: 5548.615234
	Iteration 79Q: 3 clusters Score -1.338864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -13388646.000000 Penalty: 5548.615234
	Iteration 80F: 3 clusters Score -1.338865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -13388653.000000 Penalty: 5548.615234
	Iteration 81Q: 3 clusters Score -1.338865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -13388656.000000 Penalty: 5548.615234
	Iteration 82Q: 3 clusters Score -1.338866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -13388638.000000 Penalty: 5548.615234
	Iteration 83Q: 3 clusters Score -1.338864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -13388651.000000 Penalty: 5548.615234
	Iteration 84Q: 3 clusters Score -1.338865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -13388636.000000 Penalty: 5548.615234
	Iteration 85Q: 3 clusters Score -1.338864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -13388643.000000 Penalty: 5548.615234
	Iteration 86Q: 3 clusters Score -1.338864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -13388639.000000 Penalty: 5548.615234
	Iteration 87Q: 3 clusters Score -1.338864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -13388637.000000 Penalty: 5548.615234
	Iteration 88Q: 3 clusters Score -1.338864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -13388632.000000 Penalty: 5548.615234
	Iteration 89Q: 3 clusters Score -1.338863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -13388620.000000 Penalty: 5548.615234
	Iteration 90Q: 3 clusters Score -1.338862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -13388623.000000 Penalty: 5548.615234
	Iteration 91Q: 3 clusters Score -1.338862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -13388625.000000 Penalty: 5548.615234
	Iteration 92Q: 3 clusters Score -1.338862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -13388625.000000 Penalty: 5548.615234
	Iteration 93Q: 3 clusters Score -1.338862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -13388630.000000 Penalty: 5548.615234
	Iteration 94Q: 3 clusters Score -1.338863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -13388618.000000 Penalty: 5548.615234
	Iteration 95Q: 3 clusters Score -1.338862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -13388615.000000 Penalty: 5548.615234
	Iteration 96Q: 3 clusters Score -1.338862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -13388616.000000 Penalty: 5548.615234
	Iteration 97Q: 3 clusters Score -1.338862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -13388616.000000 Penalty: 5548.615234
	Iteration 98F: 3 clusters Score -1.338862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 54436 members 
Mstep: Class 4 contains 60576 members 
Mstep: Class 5 contains 1584 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 52576 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 63421 members 
Mstep: Class 11 contains 55857 members 
Mstep: Class 12 contains 42092 members 
Mstep: Class 13 contains 30074 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 50441 members 
Mstep: Class 16 contains 49977 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 57980 members 
Entering Unmasked Estep 
Score: -106587232.000000 Penalty: 59278.269531
Splitting cluster 13 changes total score from -106568560.000000 to -106587232.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -143338.359375 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -143338.4 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 676 members 
Entering Unmasked Estep 
Score: -141836.500000 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -141836.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142690.593750 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -142690.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -143122.390625 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -143122.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -143860.062500 Penalty: 3569.184814
	Iteration 3F: 3 clusters Score -143860.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -144992.312500 Penalty: 3569.184814
	Iteration 4F: 3 clusters Score -144992.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -146613.015625 Penalty: 3569.184814
	Iteration 5F: 3 clusters Score -146613 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -149559.984375 Penalty: 3569.184814
	Iteration 6F: 3 clusters Score -149560 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -151150.171875 Penalty: 3569.184814
	Iteration 7F: 3 clusters Score -151150.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -151556.828125 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -151556.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -151673.421875 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -151673.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -151713.078125 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -151713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -151714.781250 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -151714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -151717.015625 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -151717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -151718.328125 Penalty: 3569.184814
	Iteration 13Q: 3 clusters Score -151718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -151718.328125 Penalty: 3569.184814
	Iteration 14F: 3 clusters Score -151718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 54436 members 
Mstep: Class 4 contains 60576 members 
Mstep: Class 5 contains 1584 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 52576 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 63421 members 
Mstep: Class 11 contains 55857 members 
Mstep: Class 12 contains 42092 members 
Mstep: Class 13 contains 30074 members 
Mstep: Class 14 contains 907 members 
Mstep: Class 15 contains 50441 members 
Mstep: Class 16 contains 49977 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 57980 members 
Mstep: Class 19 contains 427 members 
Entering Unmasked Estep 
Score: -106594216.000000 Penalty: 62571.507812
Splitting cluster 14 changes total score from -106568560.000000 to -106594216.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 15 (50441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Entering Unmasked Estep 
Score: -9385224.000000 Penalty: 2685.482910
	Iteration 0F: 2 clusters Score -9385224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -9359020.000000 Penalty: 5370.965820
	Iteration 0F: 3 clusters Score -9359020 nChanged 23057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -9371673.000000 Penalty: 5370.965820
	Iteration 1F: 3 clusters Score -9371673 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -9372359.000000 Penalty: 5370.965820
	Iteration 2Q: 3 clusters Score -9372359 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -9373134.000000 Penalty: 5370.965820
	Iteration 3Q: 3 clusters Score -9373134 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -9374260.000000 Penalty: 5370.965820
	Iteration 4Q: 3 clusters Score -9374260 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -9375792.000000 Penalty: 5370.965820
	Iteration 5F: 3 clusters Score -9375792 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -9377723.000000 Penalty: 5370.965820
	Iteration 6F: 3 clusters Score -9377723 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -9379734.000000 Penalty: 5370.965820
	Iteration 7F: 3 clusters Score -9379734 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -9381705.000000 Penalty: 5370.965820
	Iteration 8F: 3 clusters Score -9381705 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -9383322.000000 Penalty: 5370.965820
	Iteration 9F: 3 clusters Score -9383322 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -9384505.000000 Penalty: 5370.965820
	Iteration 10Q: 3 clusters Score -9384505 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -9385191.000000 Penalty: 5370.965820
	Iteration 11Q: 3 clusters Score -9385191 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -9385519.000000 Penalty: 5370.965820
	Iteration 12Q: 3 clusters Score -9385519 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -9385684.000000 Penalty: 5370.965820
	Iteration 13Q: 3 clusters Score -9385684 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -9385797.000000 Penalty: 5370.965820
	Iteration 14Q: 3 clusters Score -9385797 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -9385849.000000 Penalty: 5370.965820
	Iteration 15Q: 3 clusters Score -9385849 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -9385894.000000 Penalty: 5370.965820
	Iteration 16Q: 3 clusters Score -9385894 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -9385996.000000 Penalty: 5370.965820
	Iteration 17Q: 3 clusters Score -9385996 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -9386022.000000 Penalty: 5370.965820
	Iteration 18Q: 3 clusters Score -9386022 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -9386076.000000 Penalty: 5370.965820
	Iteration 19Q: 3 clusters Score -9386076 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -9386074.000000 Penalty: 5370.965820
	Iteration 20F: 3 clusters Score -9386074 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -9386115.000000 Penalty: 5370.965820
	Iteration 21Q: 3 clusters Score -9386115 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -9386173.000000 Penalty: 5370.965820
	Iteration 22Q: 3 clusters Score -9386173 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -9386229.000000 Penalty: 5370.965820
	Iteration 23Q: 3 clusters Score -9386229 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -9386242.000000 Penalty: 5370.965820
	Iteration 24Q: 3 clusters Score -9386242 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -9386258.000000 Penalty: 5370.965820
	Iteration 25Q: 3 clusters Score -9386258 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -9386298.000000 Penalty: 5370.965820
	Iteration 26Q: 3 clusters Score -9386298 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -9386315.000000 Penalty: 5370.965820
	Iteration 27Q: 3 clusters Score -9386315 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -9386335.000000 Penalty: 5370.965820
	Iteration 28Q: 3 clusters Score -9386335 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -9386373.000000 Penalty: 5370.965820
	Iteration 29Q: 3 clusters Score -9386373 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -9386354.000000 Penalty: 5370.965820
	Iteration 30Q: 3 clusters Score -9386354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -9386361.000000 Penalty: 5370.965820
	Iteration 31Q: 3 clusters Score -9386361 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -9386363.000000 Penalty: 5370.965820
	Iteration 32Q: 3 clusters Score -9386363 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -9386404.000000 Penalty: 5370.965820
	Iteration 33Q: 3 clusters Score -9386404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -9386406.000000 Penalty: 5370.965820
	Iteration 34Q: 3 clusters Score -9386406 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -9386411.000000 Penalty: 5370.965820
	Iteration 35Q: 3 clusters Score -9386411 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -9386421.000000 Penalty: 5370.965820
	Iteration 36Q: 3 clusters Score -9386421 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -9386415.000000 Penalty: 5370.965820
	Iteration 37Q: 3 clusters Score -9386415 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -9386410.000000 Penalty: 5370.965820
	Iteration 38Q: 3 clusters Score -9386410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -9386401.000000 Penalty: 5370.965820
	Iteration 39Q: 3 clusters Score -9386401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -9386386.000000 Penalty: 5370.965820
	Iteration 40F: 3 clusters Score -9386386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -9386381.000000 Penalty: 5370.965820
	Iteration 41Q: 3 clusters Score -9386381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -9386382.000000 Penalty: 5370.965820
	Iteration 42Q: 3 clusters Score -9386382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -9386376.000000 Penalty: 5370.965820
	Iteration 43Q: 3 clusters Score -9386376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -9386371.000000 Penalty: 5370.965820
	Iteration 44Q: 3 clusters Score -9386371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -9386369.000000 Penalty: 5370.965820
	Iteration 45Q: 3 clusters Score -9386369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -9386363.000000 Penalty: 5370.965820
	Iteration 46Q: 3 clusters Score -9386363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -9386375.000000 Penalty: 5370.965820
	Iteration 47Q: 3 clusters Score -9386375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -9386371.000000 Penalty: 5370.965820
	Iteration 48Q: 3 clusters Score -9386371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -9386375.000000 Penalty: 5370.965820
	Iteration 49Q: 3 clusters Score -9386375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -9386370.000000 Penalty: 5370.965820
	Iteration 50Q: 3 clusters Score -9386370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -9386369.000000 Penalty: 5370.965820
	Iteration 51Q: 3 clusters Score -9386369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -9386380.000000 Penalty: 5370.965820
	Iteration 52Q: 3 clusters Score -9386380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -9386397.000000 Penalty: 5370.965820
	Iteration 53Q: 3 clusters Score -9386397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -9386382.000000 Penalty: 5370.965820
	Iteration 54Q: 3 clusters Score -9386382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -9386398.000000 Penalty: 5370.965820
	Iteration 55Q: 3 clusters Score -9386398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -9386387.000000 Penalty: 5370.965820
	Iteration 56Q: 3 clusters Score -9386387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -9386386.000000 Penalty: 5370.965820
	Iteration 57Q: 3 clusters Score -9386386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -9386394.000000 Penalty: 5370.965820
	Iteration 58Q: 3 clusters Score -9386394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -9386401.000000 Penalty: 5370.965820
	Iteration 59Q: 3 clusters Score -9386401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -9386395.000000 Penalty: 5370.965820
	Iteration 60F: 3 clusters Score -9386395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -9386400.000000 Penalty: 5370.965820
	Iteration 61Q: 3 clusters Score -9386400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -9386400.000000 Penalty: 5370.965820
	Iteration 62Q: 3 clusters Score -9386400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -9386390.000000 Penalty: 5370.965820
	Iteration 63Q: 3 clusters Score -9386390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -9386393.000000 Penalty: 5370.965820
	Iteration 64Q: 3 clusters Score -9386393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -9386397.000000 Penalty: 5370.965820
	Iteration 65Q: 3 clusters Score -9386397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -9386396.000000 Penalty: 5370.965820
	Iteration 66Q: 3 clusters Score -9386396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -9386401.000000 Penalty: 5370.965820
	Iteration 67Q: 3 clusters Score -9386401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -9386399.000000 Penalty: 5370.965820
	Iteration 68Q: 3 clusters Score -9386399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -9386400.000000 Penalty: 5370.965820
	Iteration 69Q: 3 clusters Score -9386400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -9386399.000000 Penalty: 5370.965820
	Iteration 70Q: 3 clusters Score -9386399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -9386391.000000 Penalty: 5370.965820
	Iteration 71Q: 3 clusters Score -9386391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -9386390.000000 Penalty: 5370.965820
	Iteration 72Q: 3 clusters Score -9386390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -9386401.000000 Penalty: 5370.965820
	Iteration 73Q: 3 clusters Score -9386401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -9386395.000000 Penalty: 5370.965820
	Iteration 74Q: 3 clusters Score -9386395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -9386390.000000 Penalty: 5370.965820
	Iteration 75Q: 3 clusters Score -9386390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -9386380.000000 Penalty: 5370.965820
	Iteration 76Q: 3 clusters Score -9386380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -9386387.000000 Penalty: 5370.965820
	Iteration 77Q: 3 clusters Score -9386387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -9386393.000000 Penalty: 5370.965820
	Iteration 78Q: 3 clusters Score -9386393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -9386393.000000 Penalty: 5370.965820
	Iteration 79F: 3 clusters Score -9386393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 54436 members 
Mstep: Class 4 contains 60576 members 
Mstep: Class 5 contains 1584 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 52576 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 63421 members 
Mstep: Class 11 contains 55857 members 
Mstep: Class 12 contains 42092 members 
Mstep: Class 13 contains 30074 members 
Mstep: Class 14 contains 907 members 
Mstep: Class 15 contains 22856 members 
Mstep: Class 16 contains 49977 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 57980 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 27585 members 
Entering Unmasked Estep 
Score: -106595272.000000 Penalty: 65864.742188
Splitting cluster 15 changes total score from -106568560.000000 to -106595272.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 16 (49977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Entering Unmasked Estep 
Score: -9216379.000000 Penalty: 2683.190918
	Iteration 0F: 2 clusters Score -9216379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -9188164.000000 Penalty: 5366.381836
	Iteration 0F: 3 clusters Score -9188164 nChanged 23168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -9201486.000000 Penalty: 5366.381836
	Iteration 1F: 3 clusters Score -9201486 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -9202439.000000 Penalty: 5366.381836
	Iteration 2Q: 3 clusters Score -9202439 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -9203442.000000 Penalty: 5366.381836
	Iteration 3Q: 3 clusters Score -9203442 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -9204624.000000 Penalty: 5366.381836
	Iteration 4F: 3 clusters Score -9204624 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -9206211.000000 Penalty: 5366.381836
	Iteration 5F: 3 clusters Score -9206211 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -9208084.000000 Penalty: 5366.381836
	Iteration 6F: 3 clusters Score -9208084 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -9210290.000000 Penalty: 5366.381836
	Iteration 7F: 3 clusters Score -9210290 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -9212197.000000 Penalty: 5366.381836
	Iteration 8F: 3 clusters Score -9212197 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -9213150.000000 Penalty: 5366.381836
	Iteration 9Q: 3 clusters Score -9213150 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -9213540.000000 Penalty: 5366.381836
	Iteration 10Q: 3 clusters Score -9213540 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -9213813.000000 Penalty: 5366.381836
	Iteration 11Q: 3 clusters Score -9213813 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -9213951.000000 Penalty: 5366.381836
	Iteration 12Q: 3 clusters Score -9213951 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -9214068.000000 Penalty: 5366.381836
	Iteration 13Q: 3 clusters Score -9214068 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -9214186.000000 Penalty: 5366.381836
	Iteration 14Q: 3 clusters Score -9214186 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -9214328.000000 Penalty: 5366.381836
	Iteration 15Q: 3 clusters Score -9214328 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -9214503.000000 Penalty: 5366.381836
	Iteration 16Q: 3 clusters Score -9214503 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -9214632.000000 Penalty: 5366.381836
	Iteration 17Q: 3 clusters Score -9214632 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -9214716.000000 Penalty: 5366.381836
	Iteration 18Q: 3 clusters Score -9214716 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -9214810.000000 Penalty: 5366.381836
	Iteration 19Q: 3 clusters Score -9214810 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -9214914.000000 Penalty: 5366.381836
	Iteration 20F: 3 clusters Score -9214914 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -9214958.000000 Penalty: 5366.381836
	Iteration 21Q: 3 clusters Score -9214958 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -9215040.000000 Penalty: 5366.381836
	Iteration 22Q: 3 clusters Score -9215040 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -9215135.000000 Penalty: 5366.381836
	Iteration 23Q: 3 clusters Score -9215135 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -9215201.000000 Penalty: 5366.381836
	Iteration 24Q: 3 clusters Score -9215201 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -9215292.000000 Penalty: 5366.381836
	Iteration 25Q: 3 clusters Score -9215292 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -9215327.000000 Penalty: 5366.381836
	Iteration 26Q: 3 clusters Score -9215327 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -9215388.000000 Penalty: 5366.381836
	Iteration 27Q: 3 clusters Score -9215388 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -9215446.000000 Penalty: 5366.381836
	Iteration 28Q: 3 clusters Score -9215446 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -9215514.000000 Penalty: 5366.381836
	Iteration 29Q: 3 clusters Score -9215514 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -9215515.000000 Penalty: 5366.381836
	Iteration 30Q: 3 clusters Score -9215515 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -9215523.000000 Penalty: 5366.381836
	Iteration 31Q: 3 clusters Score -9215523 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -9215540.000000 Penalty: 5366.381836
	Iteration 32Q: 3 clusters Score -9215540 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -9215582.000000 Penalty: 5366.381836
	Iteration 33Q: 3 clusters Score -9215582 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -9215613.000000 Penalty: 5366.381836
	Iteration 34Q: 3 clusters Score -9215613 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -9215645.000000 Penalty: 5366.381836
	Iteration 35Q: 3 clusters Score -9215645 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -9215681.000000 Penalty: 5366.381836
	Iteration 36Q: 3 clusters Score -9215681 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -9215721.000000 Penalty: 5366.381836
	Iteration 37Q: 3 clusters Score -9215721 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -9215736.000000 Penalty: 5366.381836
	Iteration 38Q: 3 clusters Score -9215736 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -9215736.000000 Penalty: 5366.381836
	Iteration 39Q: 3 clusters Score -9215736 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -9215799.000000 Penalty: 5366.381836
	Iteration 40F: 3 clusters Score -9215799 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -9215793.000000 Penalty: 5366.381836
	Iteration 41Q: 3 clusters Score -9215793 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -9215822.000000 Penalty: 5366.381836
	Iteration 42Q: 3 clusters Score -9215822 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -9215855.000000 Penalty: 5366.381836
	Iteration 43Q: 3 clusters Score -9215855 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -9215892.000000 Penalty: 5366.381836
	Iteration 44Q: 3 clusters Score -9215892 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -9215896.000000 Penalty: 5366.381836
	Iteration 45Q: 3 clusters Score -9215896 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -9215925.000000 Penalty: 5366.381836
	Iteration 46Q: 3 clusters Score -9215925 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -9215960.000000 Penalty: 5366.381836
	Iteration 47Q: 3 clusters Score -9215960 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -9215990.000000 Penalty: 5366.381836
	Iteration 48Q: 3 clusters Score -9215990 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -9215982.000000 Penalty: 5366.381836
	Iteration 49Q: 3 clusters Score -9215982 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -9215992.000000 Penalty: 5366.381836
	Iteration 50Q: 3 clusters Score -9215992 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -9216026.000000 Penalty: 5366.381836
	Iteration 51Q: 3 clusters Score -9216026 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -9216013.000000 Penalty: 5366.381836
	Iteration 52Q: 3 clusters Score -9216013 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -9216001.000000 Penalty: 5366.381836
	Iteration 53Q: 3 clusters Score -9216001 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -9216006.000000 Penalty: 5366.381836
	Iteration 54Q: 3 clusters Score -9216006 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -9216010.000000 Penalty: 5366.381836
	Iteration 55Q: 3 clusters Score -9216010 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -9216028.000000 Penalty: 5366.381836
	Iteration 56Q: 3 clusters Score -9216028 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -9216039.000000 Penalty: 5366.381836
	Iteration 57Q: 3 clusters Score -9216039 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -9216004.000000 Penalty: 5366.381836
	Iteration 58Q: 3 clusters Score -9216004 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -9216003.000000 Penalty: 5366.381836
	Iteration 59Q: 3 clusters Score -9216003 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -9215987.000000 Penalty: 5366.381836
	Iteration 60F: 3 clusters Score -9215987 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -9215996.000000 Penalty: 5366.381836
	Iteration 61Q: 3 clusters Score -9215996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -9215987.000000 Penalty: 5366.381836
	Iteration 62Q: 3 clusters Score -9215987 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -9215991.000000 Penalty: 5366.381836
	Iteration 63Q: 3 clusters Score -9215991 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -9215976.000000 Penalty: 5366.381836
	Iteration 64Q: 3 clusters Score -9215976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -9215943.000000 Penalty: 5366.381836
	Iteration 65Q: 3 clusters Score -9215943 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -9215911.000000 Penalty: 5366.381836
	Iteration 66Q: 3 clusters Score -9215911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -9215912.000000 Penalty: 5366.381836
	Iteration 67Q: 3 clusters Score -9215912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -9215917.000000 Penalty: 5366.381836
	Iteration 68Q: 3 clusters Score -9215917 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -9215913.000000 Penalty: 5366.381836
	Iteration 69Q: 3 clusters Score -9215913 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -9215886.000000 Penalty: 5366.381836
	Iteration 70Q: 3 clusters Score -9215886 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -9215878.000000 Penalty: 5366.381836
	Iteration 71Q: 3 clusters Score -9215878 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -9215888.000000 Penalty: 5366.381836
	Iteration 72Q: 3 clusters Score -9215888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -9215867.000000 Penalty: 5366.381836
	Iteration 73Q: 3 clusters Score -9215867 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -9215896.000000 Penalty: 5366.381836
	Iteration 74Q: 3 clusters Score -9215896 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -9215916.000000 Penalty: 5366.381836
	Iteration 75Q: 3 clusters Score -9215916 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -9215915.000000 Penalty: 5366.381836
	Iteration 76Q: 3 clusters Score -9215915 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -9215895.000000 Penalty: 5366.381836
	Iteration 77Q: 3 clusters Score -9215895 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -9215921.000000 Penalty: 5366.381836
	Iteration 78Q: 3 clusters Score -9215921 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -9215908.000000 Penalty: 5366.381836
	Iteration 79Q: 3 clusters Score -9215908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -9215902.000000 Penalty: 5366.381836
	Iteration 80F: 3 clusters Score -9215902 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -9215900.000000 Penalty: 5366.381836
	Iteration 81Q: 3 clusters Score -9215900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -9215929.000000 Penalty: 5366.381836
	Iteration 82Q: 3 clusters Score -9215929 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -9215933.000000 Penalty: 5366.381836
	Iteration 83Q: 3 clusters Score -9215933 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -9215941.000000 Penalty: 5366.381836
	Iteration 84Q: 3 clusters Score -9215941 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -9215923.000000 Penalty: 5366.381836
	Iteration 85Q: 3 clusters Score -9215923 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -9215901.000000 Penalty: 5366.381836
	Iteration 86Q: 3 clusters Score -9215901 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -9215897.000000 Penalty: 5366.381836
	Iteration 87Q: 3 clusters Score -9215897 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -9215875.000000 Penalty: 5366.381836
	Iteration 88Q: 3 clusters Score -9215875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -9215861.000000 Penalty: 5366.381836
	Iteration 89Q: 3 clusters Score -9215861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -9215860.000000 Penalty: 5366.381836
	Iteration 90Q: 3 clusters Score -9215860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -9215864.000000 Penalty: 5366.381836
	Iteration 91Q: 3 clusters Score -9215864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -9215860.000000 Penalty: 5366.381836
	Iteration 92Q: 3 clusters Score -9215860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -9215844.000000 Penalty: 5366.381836
	Iteration 93Q: 3 clusters Score -9215844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -9215853.000000 Penalty: 5366.381836
	Iteration 94Q: 3 clusters Score -9215853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -9215849.000000 Penalty: 5366.381836
	Iteration 95Q: 3 clusters Score -9215849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -9215863.000000 Penalty: 5366.381836
	Iteration 96Q: 3 clusters Score -9215863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -9215848.000000 Penalty: 5366.381836
	Iteration 97Q: 3 clusters Score -9215848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -9215858.000000 Penalty: 5366.381836
	Iteration 98Q: 3 clusters Score -9215858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -9215832.000000 Penalty: 5366.381836
	Iteration 99Q: 3 clusters Score -9215832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -9215827.000000 Penalty: 5366.381836
	Iteration 100F: 3 clusters Score -9215827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -9215832.000000 Penalty: 5366.381836
	Iteration 101Q: 3 clusters Score -9215832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -9215843.000000 Penalty: 5366.381836
	Iteration 102Q: 3 clusters Score -9215843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -9215876.000000 Penalty: 5366.381836
	Iteration 103Q: 3 clusters Score -9215876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -9215859.000000 Penalty: 5366.381836
	Iteration 104Q: 3 clusters Score -9215859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -9215855.000000 Penalty: 5366.381836
	Iteration 105Q: 3 clusters Score -9215855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -9215869.000000 Penalty: 5366.381836
	Iteration 106Q: 3 clusters Score -9215869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -9215863.000000 Penalty: 5366.381836
	Iteration 107Q: 3 clusters Score -9215863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -9215840.000000 Penalty: 5366.381836
	Iteration 108Q: 3 clusters Score -9215840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -9215847.000000 Penalty: 5366.381836
	Iteration 109Q: 3 clusters Score -9215847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -9215856.000000 Penalty: 5366.381836
	Iteration 110Q: 3 clusters Score -9215856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -9215845.000000 Penalty: 5366.381836
	Iteration 111Q: 3 clusters Score -9215845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -9215852.000000 Penalty: 5366.381836
	Iteration 112Q: 3 clusters Score -9215852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -9215852.000000 Penalty: 5366.381836
	Iteration 113Q: 3 clusters Score -9215852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -9215858.000000 Penalty: 5366.381836
	Iteration 114Q: 3 clusters Score -9215858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -9215855.000000 Penalty: 5366.381836
	Iteration 115Q: 3 clusters Score -9215855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -9215844.000000 Penalty: 5366.381836
	Iteration 116Q: 3 clusters Score -9215844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -9215853.000000 Penalty: 5366.381836
	Iteration 117Q: 3 clusters Score -9215853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -9215850.000000 Penalty: 5366.381836
	Iteration 118Q: 3 clusters Score -9215850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -9215851.000000 Penalty: 5366.381836
	Iteration 119Q: 3 clusters Score -9215851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -9215851.000000 Penalty: 5366.381836
	Iteration 120F: 3 clusters Score -9215851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -9215862.000000 Penalty: 5366.381836
	Iteration 121Q: 3 clusters Score -9215862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -9215866.000000 Penalty: 5366.381836
	Iteration 122Q: 3 clusters Score -9215866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -9215862.000000 Penalty: 5366.381836
	Iteration 123Q: 3 clusters Score -9215862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -9215855.000000 Penalty: 5366.381836
	Iteration 124Q: 3 clusters Score -9215855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -9215860.000000 Penalty: 5366.381836
	Iteration 125Q: 3 clusters Score -9215860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -9215862.000000 Penalty: 5366.381836
	Iteration 126Q: 3 clusters Score -9215862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -9215858.000000 Penalty: 5366.381836
	Iteration 127Q: 3 clusters Score -9215858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -9215861.000000 Penalty: 5366.381836
	Iteration 128Q: 3 clusters Score -9215861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -9215860.000000 Penalty: 5366.381836
	Iteration 129Q: 3 clusters Score -9215860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -9215861.000000 Penalty: 5366.381836
	Iteration 130Q: 3 clusters Score -9215861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -9215862.000000 Penalty: 5366.381836
	Iteration 131Q: 3 clusters Score -9215862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -9215856.000000 Penalty: 5366.381836
	Iteration 132Q: 3 clusters Score -9215856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -9215858.000000 Penalty: 5366.381836
	Iteration 133Q: 3 clusters Score -9215858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -9215847.000000 Penalty: 5366.381836
	Iteration 134Q: 3 clusters Score -9215847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -9215853.000000 Penalty: 5366.381836
	Iteration 135Q: 3 clusters Score -9215853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -9215849.000000 Penalty: 5366.381836
	Iteration 136Q: 3 clusters Score -9215849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -9215844.000000 Penalty: 5366.381836
	Iteration 137Q: 3 clusters Score -9215844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -9215830.000000 Penalty: 5366.381836
	Iteration 138Q: 3 clusters Score -9215830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -9215836.000000 Penalty: 5366.381836
	Iteration 139Q: 3 clusters Score -9215836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -9215851.000000 Penalty: 5366.381836
	Iteration 140F: 3 clusters Score -9215851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -9215859.000000 Penalty: 5366.381836
	Iteration 141Q: 3 clusters Score -9215859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -9215850.000000 Penalty: 5366.381836
	Iteration 142Q: 3 clusters Score -9215850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -9215845.000000 Penalty: 5366.381836
	Iteration 143Q: 3 clusters Score -9215845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -9215848.000000 Penalty: 5366.381836
	Iteration 144Q: 3 clusters Score -9215848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -9215855.000000 Penalty: 5366.381836
	Iteration 145Q: 3 clusters Score -9215855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -9215856.000000 Penalty: 5366.381836
	Iteration 146Q: 3 clusters Score -9215856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -9215844.000000 Penalty: 5366.381836
	Iteration 147Q: 3 clusters Score -9215844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -9215840.000000 Penalty: 5366.381836
	Iteration 148Q: 3 clusters Score -9215840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -9215837.000000 Penalty: 5366.381836
	Iteration 149Q: 3 clusters Score -9215837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -9215836.000000 Penalty: 5366.381836
	Iteration 150Q: 3 clusters Score -9215836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -9215846.000000 Penalty: 5366.381836
	Iteration 151Q: 3 clusters Score -9215846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -9215844.000000 Penalty: 5366.381836
	Iteration 152Q: 3 clusters Score -9215844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -9215841.000000 Penalty: 5366.381836
	Iteration 153Q: 3 clusters Score -9215841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -9215848.000000 Penalty: 5366.381836
	Iteration 154Q: 3 clusters Score -9215848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -9215844.000000 Penalty: 5366.381836
	Iteration 155Q: 3 clusters Score -9215844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -9215853.000000 Penalty: 5366.381836
	Iteration 156Q: 3 clusters Score -9215853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -9215851.000000 Penalty: 5366.381836
	Iteration 157Q: 3 clusters Score -9215851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -9215842.000000 Penalty: 5366.381836
	Iteration 158Q: 3 clusters Score -9215842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -9215850.000000 Penalty: 5366.381836
	Iteration 159Q: 3 clusters Score -9215850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -9215849.000000 Penalty: 5366.381836
	Iteration 160F: 3 clusters Score -9215849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -9215854.000000 Penalty: 5366.381836
	Iteration 161Q: 3 clusters Score -9215854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -9215851.000000 Penalty: 5366.381836
	Iteration 162Q: 3 clusters Score -9215851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -9215853.000000 Penalty: 5366.381836
	Iteration 163Q: 3 clusters Score -9215853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -9215851.000000 Penalty: 5366.381836
	Iteration 164Q: 3 clusters Score -9215851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -9215862.000000 Penalty: 5366.381836
	Iteration 165Q: 3 clusters Score -9215862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -9215880.000000 Penalty: 5366.381836
	Iteration 166Q: 3 clusters Score -9215880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -9215872.000000 Penalty: 5366.381836
	Iteration 167Q: 3 clusters Score -9215872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -9215862.000000 Penalty: 5366.381836
	Iteration 168Q: 3 clusters Score -9215862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -9215862.000000 Penalty: 5366.381836
	Iteration 169Q: 3 clusters Score -9215862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -9215866.000000 Penalty: 5366.381836
	Iteration 170Q: 3 clusters Score -9215866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -9215854.000000 Penalty: 5366.381836
	Iteration 171Q: 3 clusters Score -9215854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -9215855.000000 Penalty: 5366.381836
	Iteration 172Q: 3 clusters Score -9215855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -9215843.000000 Penalty: 5366.381836
	Iteration 173Q: 3 clusters Score -9215843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -9215835.000000 Penalty: 5366.381836
	Iteration 174Q: 3 clusters Score -9215835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -9215844.000000 Penalty: 5366.381836
	Iteration 175Q: 3 clusters Score -9215844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -9215858.000000 Penalty: 5366.381836
	Iteration 176Q: 3 clusters Score -9215858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -9215847.000000 Penalty: 5366.381836
	Iteration 177Q: 3 clusters Score -9215847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -9215844.000000 Penalty: 5366.381836
	Iteration 178Q: 3 clusters Score -9215844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -9215842.000000 Penalty: 5366.381836
	Iteration 179Q: 3 clusters Score -9215842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -9215855.000000 Penalty: 5366.381836
	Iteration 180F: 3 clusters Score -9215855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -9215853.000000 Penalty: 5366.381836
	Iteration 181Q: 3 clusters Score -9215853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -9215854.000000 Penalty: 5366.381836
	Iteration 182Q: 3 clusters Score -9215854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -9215854.000000 Penalty: 5366.381836
	Iteration 183F: 3 clusters Score -9215854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -680119.062500 Penalty: 2050.454590
	Iteration 0F: 2 clusters Score -680119.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -676312.125000 Penalty: 4100.909180
	Iteration 0F: 3 clusters Score -676312.1 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -677165.250000 Penalty: 4100.909180
	Iteration 1F: 3 clusters Score -677165.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -677462.875000 Penalty: 4100.909180
	Iteration 2F: 3 clusters Score -677462.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -677780.250000 Penalty: 4100.909180
	Iteration 3F: 3 clusters Score -677780.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -678242.437500 Penalty: 4100.909180
	Iteration 4F: 3 clusters Score -678242.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -678730.687500 Penalty: 4100.909180
	Iteration 5F: 3 clusters Score -678730.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -679177.687500 Penalty: 4100.909180
	Iteration 6F: 3 clusters Score -679177.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -679477.625000 Penalty: 4100.909180
	Iteration 7F: 3 clusters Score -679477.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -679619.750000 Penalty: 4100.909180
	Iteration 8Q: 3 clusters Score -679619.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -679697.875000 Penalty: 4100.909180
	Iteration 9Q: 3 clusters Score -679697.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -679735.625000 Penalty: 4100.909180
	Iteration 10Q: 3 clusters Score -679735.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -679753.187500 Penalty: 4100.909180
	Iteration 11Q: 3 clusters Score -679753.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -679765.125000 Penalty: 4100.909180
	Iteration 12Q: 3 clusters Score -679765.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -679770.625000 Penalty: 4100.909180
	Iteration 13Q: 3 clusters Score -679770.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -679774.312500 Penalty: 4100.909180
	Iteration 14Q: 3 clusters Score -679774.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -679777.500000 Penalty: 4100.909180
	Iteration 15Q: 3 clusters Score -679777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -679778.812500 Penalty: 4100.909180
	Iteration 16Q: 3 clusters Score -679778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -679779.625000 Penalty: 4100.909180
	Iteration 17Q: 3 clusters Score -679779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -679781.125000 Penalty: 4100.909180
	Iteration 18Q: 3 clusters Score -679781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -679781.687500 Penalty: 4100.909180
	Iteration 19Q: 3 clusters Score -679781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -679781.687500 Penalty: 4100.909180
	Iteration 20F: 3 clusters Score -679781.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (57980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Entering Unmasked Estep 
Score: -10952063.000000 Penalty: 2720.027588
	Iteration 0F: 2 clusters Score -1.095206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -10930711.000000 Penalty: 5440.055176
	Iteration 0F: 3 clusters Score -1.093071e+07 nChanged 27005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -10945933.000000 Penalty: 5440.055176
	Iteration 1F: 3 clusters Score -1.094593e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -10946711.000000 Penalty: 5440.055176
	Iteration 2Q: 3 clusters Score -1.094671e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -10947531.000000 Penalty: 5440.055176
	Iteration 3Q: 3 clusters Score -1.094753e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -10948458.000000 Penalty: 5440.055176
	Iteration 4Q: 3 clusters Score -1.094846e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -10949258.000000 Penalty: 5440.055176
	Iteration 5Q: 3 clusters Score -1.094926e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -10950106.000000 Penalty: 5440.055176
	Iteration 6Q: 3 clusters Score -1.095011e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -10950987.000000 Penalty: 5440.055176
	Iteration 7Q: 3 clusters Score -1.095099e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -10952047.000000 Penalty: 5440.055176
	Iteration 8Q: 3 clusters Score -1.095205e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -10953467.000000 Penalty: 5440.055176
	Iteration 9Q: 3 clusters Score -1.095347e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -10955049.000000 Penalty: 5440.055176
	Iteration 10F: 3 clusters Score -1.095505e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -10956654.000000 Penalty: 5440.055176
	Iteration 11F: 3 clusters Score -1.095665e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -10957626.000000 Penalty: 5440.055176
	Iteration 12Q: 3 clusters Score -1.095763e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -10958307.000000 Penalty: 5440.055176
	Iteration 13Q: 3 clusters Score -1.095831e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -10958684.000000 Penalty: 5440.055176
	Iteration 14Q: 3 clusters Score -1.095868e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -10958990.000000 Penalty: 5440.055176
	Iteration 15Q: 3 clusters Score -1.095899e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -10959193.000000 Penalty: 5440.055176
	Iteration 16Q: 3 clusters Score -1.095919e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -10959349.000000 Penalty: 5440.055176
	Iteration 17Q: 3 clusters Score -1.095935e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -10959577.000000 Penalty: 5440.055176
	Iteration 18Q: 3 clusters Score -1.095958e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -10959828.000000 Penalty: 5440.055176
	Iteration 19Q: 3 clusters Score -1.095983e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -10960078.000000 Penalty: 5440.055176
	Iteration 20F: 3 clusters Score -1.096008e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -10960269.000000 Penalty: 5440.055176
	Iteration 21Q: 3 clusters Score -1.096027e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -10960479.000000 Penalty: 5440.055176
	Iteration 22Q: 3 clusters Score -1.096048e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -10960700.000000 Penalty: 5440.055176
	Iteration 23Q: 3 clusters Score -1.09607e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -10960859.000000 Penalty: 5440.055176
	Iteration 24Q: 3 clusters Score -1.096086e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -10961019.000000 Penalty: 5440.055176
	Iteration 25Q: 3 clusters Score -1.096102e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -10961079.000000 Penalty: 5440.055176
	Iteration 26Q: 3 clusters Score -1.096108e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -10961026.000000 Penalty: 5440.055176
	Iteration 27Q: 3 clusters Score -1.096103e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -10961022.000000 Penalty: 5440.055176
	Iteration 28Q: 3 clusters Score -1.096102e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -10960958.000000 Penalty: 5440.055176
	Iteration 29Q: 3 clusters Score -1.096096e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -10960952.000000 Penalty: 5440.055176
	Iteration 30Q: 3 clusters Score -1.096095e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -10960922.000000 Penalty: 5440.055176
	Iteration 31Q: 3 clusters Score -1.096092e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -10960933.000000 Penalty: 5440.055176
	Iteration 32Q: 3 clusters Score -1.096093e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -10960907.000000 Penalty: 5440.055176
	Iteration 33Q: 3 clusters Score -1.096091e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -10960917.000000 Penalty: 5440.055176
	Iteration 34Q: 3 clusters Score -1.096092e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -10960912.000000 Penalty: 5440.055176
	Iteration 35Q: 3 clusters Score -1.096091e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -10960963.000000 Penalty: 5440.055176
	Iteration 36Q: 3 clusters Score -1.096096e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -10960987.000000 Penalty: 5440.055176
	Iteration 37Q: 3 clusters Score -1.096099e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -10960991.000000 Penalty: 5440.055176
	Iteration 38Q: 3 clusters Score -1.096099e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -10960982.000000 Penalty: 5440.055176
	Iteration 39Q: 3 clusters Score -1.096098e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -10961013.000000 Penalty: 5440.055176
	Iteration 40F: 3 clusters Score -1.096101e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -10961010.000000 Penalty: 5440.055176
	Iteration 41Q: 3 clusters Score -1.096101e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -10961035.000000 Penalty: 5440.055176
	Iteration 42Q: 3 clusters Score -1.096104e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -10961038.000000 Penalty: 5440.055176
	Iteration 43Q: 3 clusters Score -1.096104e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -10961042.000000 Penalty: 5440.055176
	Iteration 44Q: 3 clusters Score -1.096104e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -10961046.000000 Penalty: 5440.055176
	Iteration 45Q: 3 clusters Score -1.096105e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -10961029.000000 Penalty: 5440.055176
	Iteration 46Q: 3 clusters Score -1.096103e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -10961024.000000 Penalty: 5440.055176
	Iteration 47Q: 3 clusters Score -1.096102e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -10961064.000000 Penalty: 5440.055176
	Iteration 48Q: 3 clusters Score -1.096106e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -10961055.000000 Penalty: 5440.055176
	Iteration 49Q: 3 clusters Score -1.096106e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -10961053.000000 Penalty: 5440.055176
	Iteration 50Q: 3 clusters Score -1.096105e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -10961090.000000 Penalty: 5440.055176
	Iteration 51Q: 3 clusters Score -1.096109e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -10961122.000000 Penalty: 5440.055176
	Iteration 52Q: 3 clusters Score -1.096112e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -10961138.000000 Penalty: 5440.055176
	Iteration 53Q: 3 clusters Score -1.096114e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -10961160.000000 Penalty: 5440.055176
	Iteration 54Q: 3 clusters Score -1.096116e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -10961170.000000 Penalty: 5440.055176
	Iteration 55Q: 3 clusters Score -1.096117e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -10961192.000000 Penalty: 5440.055176
	Iteration 56Q: 3 clusters Score -1.096119e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -10961206.000000 Penalty: 5440.055176
	Iteration 57Q: 3 clusters Score -1.096121e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -10961194.000000 Penalty: 5440.055176
	Iteration 58Q: 3 clusters Score -1.096119e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -10961214.000000 Penalty: 5440.055176
	Iteration 59Q: 3 clusters Score -1.096121e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -10961235.000000 Penalty: 5440.055176
	Iteration 60F: 3 clusters Score -1.096124e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -10961233.000000 Penalty: 5440.055176
	Iteration 61Q: 3 clusters Score -1.096123e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -10961246.000000 Penalty: 5440.055176
	Iteration 62Q: 3 clusters Score -1.096125e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -10961235.000000 Penalty: 5440.055176
	Iteration 63Q: 3 clusters Score -1.096124e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -10961265.000000 Penalty: 5440.055176
	Iteration 64Q: 3 clusters Score -1.096126e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -10961270.000000 Penalty: 5440.055176
	Iteration 65Q: 3 clusters Score -1.096127e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -10961265.000000 Penalty: 5440.055176
	Iteration 66Q: 3 clusters Score -1.096126e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -10961263.000000 Penalty: 5440.055176
	Iteration 67Q: 3 clusters Score -1.096126e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -10961286.000000 Penalty: 5440.055176
	Iteration 68Q: 3 clusters Score -1.096129e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -10961315.000000 Penalty: 5440.055176
	Iteration 69Q: 3 clusters Score -1.096132e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -10961306.000000 Penalty: 5440.055176
	Iteration 70Q: 3 clusters Score -1.096131e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -10961311.000000 Penalty: 5440.055176
	Iteration 71Q: 3 clusters Score -1.096131e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -10961322.000000 Penalty: 5440.055176
	Iteration 72Q: 3 clusters Score -1.096132e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -10961326.000000 Penalty: 5440.055176
	Iteration 73Q: 3 clusters Score -1.096133e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -10961345.000000 Penalty: 5440.055176
	Iteration 74Q: 3 clusters Score -1.096134e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -10961382.000000 Penalty: 5440.055176
	Iteration 75Q: 3 clusters Score -1.096138e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -10961394.000000 Penalty: 5440.055176
	Iteration 76Q: 3 clusters Score -1.096139e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -10961389.000000 Penalty: 5440.055176
	Iteration 77Q: 3 clusters Score -1.096139e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -10961385.000000 Penalty: 5440.055176
	Iteration 78Q: 3 clusters Score -1.096138e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -10961404.000000 Penalty: 5440.055176
	Iteration 79Q: 3 clusters Score -1.09614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -10961411.000000 Penalty: 5440.055176
	Iteration 80F: 3 clusters Score -1.096141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -10961390.000000 Penalty: 5440.055176
	Iteration 81Q: 3 clusters Score -1.096139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -10961389.000000 Penalty: 5440.055176
	Iteration 82Q: 3 clusters Score -1.096139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -10961384.000000 Penalty: 5440.055176
	Iteration 83Q: 3 clusters Score -1.096138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -10961397.000000 Penalty: 5440.055176
	Iteration 84Q: 3 clusters Score -1.09614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -10961400.000000 Penalty: 5440.055176
	Iteration 85Q: 3 clusters Score -1.09614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -10961396.000000 Penalty: 5440.055176
	Iteration 86Q: 3 clusters Score -1.09614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -10961394.000000 Penalty: 5440.055176
	Iteration 87Q: 3 clusters Score -1.096139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -10961399.000000 Penalty: 5440.055176
	Iteration 88Q: 3 clusters Score -1.09614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -10961393.000000 Penalty: 5440.055176
	Iteration 89Q: 3 clusters Score -1.096139e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -10961404.000000 Penalty: 5440.055176
	Iteration 90Q: 3 clusters Score -1.09614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -10961399.000000 Penalty: 5440.055176
	Iteration 91Q: 3 clusters Score -1.09614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -10961403.000000 Penalty: 5440.055176
	Iteration 92Q: 3 clusters Score -1.09614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -10961394.000000 Penalty: 5440.055176
	Iteration 93Q: 3 clusters Score -1.096139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -10961397.000000 Penalty: 5440.055176
	Iteration 94Q: 3 clusters Score -1.09614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -10961409.000000 Penalty: 5440.055176
	Iteration 95Q: 3 clusters Score -1.096141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -10961410.000000 Penalty: 5440.055176
	Iteration 96Q: 3 clusters Score -1.096141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -10961403.000000 Penalty: 5440.055176
	Iteration 97Q: 3 clusters Score -1.09614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -10961399.000000 Penalty: 5440.055176
	Iteration 98Q: 3 clusters Score -1.09614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -10961402.000000 Penalty: 5440.055176
	Iteration 99Q: 3 clusters Score -1.09614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -10961412.000000 Penalty: 5440.055176
	Iteration 100F: 3 clusters Score -1.096141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -10961419.000000 Penalty: 5440.055176
	Iteration 101Q: 3 clusters Score -1.096142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -10961430.000000 Penalty: 5440.055176
	Iteration 102Q: 3 clusters Score -1.096143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -10961414.000000 Penalty: 5440.055176
	Iteration 103Q: 3 clusters Score -1.096141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -10961418.000000 Penalty: 5440.055176
	Iteration 104Q: 3 clusters Score -1.096142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -10961412.000000 Penalty: 5440.055176
	Iteration 105Q: 3 clusters Score -1.096141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -10961414.000000 Penalty: 5440.055176
	Iteration 106Q: 3 clusters Score -1.096141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -10961408.000000 Penalty: 5440.055176
	Iteration 107Q: 3 clusters Score -1.096141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -10961409.000000 Penalty: 5440.055176
	Iteration 108Q: 3 clusters Score -1.096141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -10961403.000000 Penalty: 5440.055176
	Iteration 109Q: 3 clusters Score -1.09614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -10961401.000000 Penalty: 5440.055176
	Iteration 110Q: 3 clusters Score -1.09614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -10961408.000000 Penalty: 5440.055176
	Iteration 111Q: 3 clusters Score -1.096141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -10961409.000000 Penalty: 5440.055176
	Iteration 112Q: 3 clusters Score -1.096141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -10961410.000000 Penalty: 5440.055176
	Iteration 113Q: 3 clusters Score -1.096141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -10961409.000000 Penalty: 5440.055176
	Iteration 114Q: 3 clusters Score -1.096141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -10961406.000000 Penalty: 5440.055176
	Iteration 115Q: 3 clusters Score -1.096141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -10961398.000000 Penalty: 5440.055176
	Iteration 116Q: 3 clusters Score -1.09614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -10961401.000000 Penalty: 5440.055176
	Iteration 117Q: 3 clusters Score -1.09614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -10961402.000000 Penalty: 5440.055176
	Iteration 118Q: 3 clusters Score -1.09614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -10961408.000000 Penalty: 5440.055176
	Iteration 119Q: 3 clusters Score -1.096141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -10961402.000000 Penalty: 5440.055176
	Iteration 120F: 3 clusters Score -1.09614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 54436 members 
Mstep: Class 4 contains 60576 members 
Mstep: Class 5 contains 1584 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 52576 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 63421 members 
Mstep: Class 11 contains 55857 members 
Mstep: Class 12 contains 42092 members 
Mstep: Class 13 contains 30074 members 
Mstep: Class 14 contains 907 members 
Mstep: Class 15 contains 22856 members 
Mstep: Class 16 contains 49977 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 41994 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 27585 members 
Mstep: Class 21 contains 15986 members 
Entering Unmasked Estep 
Score: -106604168.000000 Penalty: 69157.984375
Splitting cluster 18 changes total score from -106568560.000000 to -106604168.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 3 contains 54436 members 
Mstep: Class 4 contains 60576 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 52576 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 63421 members 
Mstep: Class 11 contains 55857 members 
Mstep: Class 13 contains 30074 members 
Mstep: Class 14 contains 907 members 
Mstep: Class 15 contains 22856 members 
Mstep: Class 16 contains 49977 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 41994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106619944.000000 Penalty: 69157.984375
Iteration 39Q: 22 clusters Score -1.066199e+08 nChanged 32639
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 53791 members 
Mstep: Class 4 contains 61457 members 
Mstep: Class 5 contains 1492 members 
Mstep: Class 6 contains 14623 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 52109 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 61547 members 
Mstep: Class 11 contains 52735 members 
Mstep: Class 12 contains 41352 members 
Mstep: Class 13 contains 35197 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 26856 members 
Mstep: Class 16 contains 47455 members 
Mstep: Class 17 contains 4041 members 
Mstep: Class 18 contains 45091 members 
Mstep: Class 19 contains 427 members 
Mstep: Class 20 contains 25516 members 
Mstep: Class 21 contains 14750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106639552.000000 Penalty: 69157.984375
Iteration 40F: 22 clusters Score -1.066396e+08 nChanged 31710
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 51539 members 
Mstep: Class 4 contains 61377 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 15608 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 50055 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 55777 members 
Mstep: Class 11 contains 57273 members 
Mstep: Class 12 contains 42124 members 
Mstep: Class 13 contains 38008 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 29085 members 
Mstep: Class 16 contains 42858 members 
Mstep: Class 17 contains 4102 members 
Mstep: Class 18 contains 46226 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 25677 members 
Mstep: Class 21 contains 16281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106646096.000000 Penalty: 69157.984375
Iteration 41F: 22 clusters Score -1.066461e+08 nChanged 25001
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 50005 members 
Mstep: Class 4 contains 61143 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 16474 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 47970 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 52190 members 
Mstep: Class 11 contains 56863 members 
Mstep: Class 12 contains 42512 members 
Mstep: Class 13 contains 40908 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 31057 members 
Mstep: Class 16 contains 42071 members 
Mstep: Class 17 contains 4158 members 
Mstep: Class 18 contains 46875 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 26055 members 
Mstep: Class 21 contains 17558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650920.000000 Penalty: 69157.984375
Iteration 42Q: 22 clusters Score -1.066509e+08 nChanged 19961
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 48862 members 
Mstep: Class 4 contains 60592 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 17180 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 46389 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 50397 members 
Mstep: Class 11 contains 54467 members 
Mstep: Class 12 contains 42677 members 
Mstep: Class 13 contains 43813 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 32644 members 
Mstep: Class 16 contains 42568 members 
Mstep: Class 17 contains 4195 members 
Mstep: Class 18 contains 46963 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 26514 members 
Mstep: Class 21 contains 18729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106656120.000000 Penalty: 69157.984375
Iteration 43Q: 22 clusters Score -1.066561e+08 nChanged 16820
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 48001 members 
Mstep: Class 4 contains 59927 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 17783 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 45340 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 49073 members 
Mstep: Class 11 contains 52605 members 
Mstep: Class 12 contains 41987 members 
Mstep: Class 13 contains 46604 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 33994 members 
Mstep: Class 16 contains 43114 members 
Mstep: Class 17 contains 4207 members 
Mstep: Class 18 contains 46836 members 
Mstep: Class 19 contains 483 members 
Mstep: Class 20 contains 27024 members 
Mstep: Class 21 contains 19755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659648.000000 Penalty: 69157.984375
Iteration 44Q: 22 clusters Score -1.066596e+08 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 47384 members 
Mstep: Class 4 contains 59256 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 18283 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 44708 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 47804 members 
Mstep: Class 11 contains 51351 members 
Mstep: Class 12 contains 40722 members 
Mstep: Class 13 contains 48704 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 35341 members 
Mstep: Class 16 contains 43684 members 
Mstep: Class 17 contains 4215 members 
Mstep: Class 18 contains 46839 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 27514 members 
Mstep: Class 21 contains 20640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661464.000000 Penalty: 69157.984375
Iteration 45Q: 22 clusters Score -1.066615e+08 nChanged 15010
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46954 members 
Mstep: Class 4 contains 58508 members 
Mstep: Class 5 contains 1543 members 
Mstep: Class 6 contains 18754 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 44379 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 46967 members 
Mstep: Class 11 contains 50292 members 
Mstep: Class 12 contains 39037 members 
Mstep: Class 13 contains 50110 members 
Mstep: Class 14 contains 1011 members 
Mstep: Class 15 contains 36724 members 
Mstep: Class 16 contains 44078 members 
Mstep: Class 17 contains 4216 members 
Mstep: Class 18 contains 47105 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 27943 members 
Mstep: Class 21 contains 21532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662240.000000 Penalty: 69157.984375
Iteration 46Q: 22 clusters Score -1.066622e+08 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 46650 members 
Mstep: Class 4 contains 57740 members 
Mstep: Class 5 contains 1557 members 
Mstep: Class 6 contains 19153 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 44097 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 46402 members 
Mstep: Class 11 contains 49428 members 
Mstep: Class 12 contains 36931 members 
Mstep: Class 13 contains 51274 members 
Mstep: Class 14 contains 1013 members 
Mstep: Class 15 contains 38269 members 
Mstep: Class 16 contains 44318 members 
Mstep: Class 17 contains 4203 members 
Mstep: Class 18 contains 47379 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 28416 members 
Mstep: Class 21 contains 22451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662136.000000 Penalty: 69157.984375
Iteration 47Q: 22 clusters Score -1.066621e+08 nChanged 15101
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46389 members 
Mstep: Class 4 contains 56938 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 19623 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 43882 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 45892 members 
Mstep: Class 11 contains 48630 members 
Mstep: Class 12 contains 34986 members 
Mstep: Class 13 contains 51822 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 39908 members 
Mstep: Class 16 contains 44561 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 47545 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 28930 members 
Mstep: Class 21 contains 23457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662840.000000 Penalty: 69157.984375
Iteration 48Q: 22 clusters Score -1.066628e+08 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46175 members 
Mstep: Class 4 contains 56194 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 20044 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 43699 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 45631 members 
Mstep: Class 11 contains 47847 members 
Mstep: Class 12 contains 33597 members 
Mstep: Class 13 contains 51641 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 41433 members 
Mstep: Class 16 contains 44635 members 
Mstep: Class 17 contains 4169 members 
Mstep: Class 18 contains 47652 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 29484 members 
Mstep: Class 21 contains 24564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664512.000000 Penalty: 69157.984375
Iteration 49Q: 22 clusters Score -1.066645e+08 nChanged 12362
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46019 members 
Mstep: Class 4 contains 55420 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 20496 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 43507 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 45441 members 
Mstep: Class 11 contains 47268 members 
Mstep: Class 12 contains 32708 members 
Mstep: Class 13 contains 51025 members 
Mstep: Class 14 contains 1015 members 
Mstep: Class 15 contains 42831 members 
Mstep: Class 16 contains 44657 members 
Mstep: Class 17 contains 4154 members 
Mstep: Class 18 contains 47645 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 29972 members 
Mstep: Class 21 contains 25669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665736.000000 Penalty: 69157.984375
Iteration 50Q: 22 clusters Score -1.066657e+08 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 45922 members 
Mstep: Class 4 contains 54640 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 20969 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 43295 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 45499 members 
Mstep: Class 11 contains 46848 members 
Mstep: Class 12 contains 32223 members 
Mstep: Class 13 contains 50134 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 43851 members 
Mstep: Class 16 contains 44811 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 47521 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 30043 members 
Mstep: Class 21 contains 26966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667040.000000 Penalty: 69157.984375
Iteration 51Q: 22 clusters Score -1.06667e+08 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 45867 members 
Mstep: Class 4 contains 53911 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 21483 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 43207 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 45494 members 
Mstep: Class 11 contains 46463 members 
Mstep: Class 12 contains 32074 members 
Mstep: Class 13 contains 49295 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 44427 members 
Mstep: Class 16 contains 44993 members 
Mstep: Class 17 contains 4106 members 
Mstep: Class 18 contains 47401 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 29635 members 
Mstep: Class 21 contains 28543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667504.000000 Penalty: 69157.984375
Iteration 52Q: 22 clusters Score -1.066675e+08 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 45853 members 
Mstep: Class 4 contains 53190 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 22065 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 43126 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 45477 members 
Mstep: Class 11 contains 46215 members 
Mstep: Class 12 contains 32161 members 
Mstep: Class 13 contains 48564 members 
Mstep: Class 14 contains 1021 members 
Mstep: Class 15 contains 44579 members 
Mstep: Class 16 contains 45109 members 
Mstep: Class 17 contains 4076 members 
Mstep: Class 18 contains 47287 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 28921 members 
Mstep: Class 21 contains 30333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668632.000000 Penalty: 69157.984375
Iteration 53Q: 22 clusters Score -1.066686e+08 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 45836 members 
Mstep: Class 4 contains 52544 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 22651 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 43191 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 45406 members 
Mstep: Class 11 contains 45998 members 
Mstep: Class 12 contains 32308 members 
Mstep: Class 13 contains 47944 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 44425 members 
Mstep: Class 16 contains 45017 members 
Mstep: Class 17 contains 4040 members 
Mstep: Class 18 contains 47204 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 28118 members 
Mstep: Class 21 contains 32258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669760.000000 Penalty: 69157.984375
Iteration 54Q: 22 clusters Score -1.066698e+08 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 45799 members 
Mstep: Class 4 contains 51910 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 23225 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 43273 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 45282 members 
Mstep: Class 11 contains 45834 members 
Mstep: Class 12 contains 32500 members 
Mstep: Class 13 contains 47410 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 44188 members 
Mstep: Class 16 contains 44876 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 18 contains 47092 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 27402 members 
Mstep: Class 21 contains 34167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671384.000000 Penalty: 69157.984375
Iteration 55Q: 22 clusters Score -1.066714e+08 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 45740 members 
Mstep: Class 4 contains 51270 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 23821 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 43350 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 45060 members 
Mstep: Class 11 contains 45678 members 
Mstep: Class 12 contains 32724 members 
Mstep: Class 13 contains 46955 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 43821 members 
Mstep: Class 16 contains 44840 members 
Mstep: Class 17 contains 3933 members 
Mstep: Class 18 contains 46964 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 26828 members 
Mstep: Class 21 contains 35981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672192.000000 Penalty: 69157.984375
Iteration 56Q: 22 clusters Score -1.066722e+08 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 45667 members 
Mstep: Class 4 contains 50621 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 24408 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 43393 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 44829 members 
Mstep: Class 11 contains 45527 members 
Mstep: Class 12 contains 32973 members 
Mstep: Class 13 contains 46644 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 43551 members 
Mstep: Class 16 contains 44697 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 46671 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 26343 members 
Mstep: Class 21 contains 37843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673472.000000 Penalty: 69157.984375
Iteration 57Q: 22 clusters Score -1.066735e+08 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 45614 members 
Mstep: Class 4 contains 49973 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 25044 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 43325 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 44572 members 
Mstep: Class 11 contains 45377 members 
Mstep: Class 12 contains 33224 members 
Mstep: Class 13 contains 46376 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 43282 members 
Mstep: Class 16 contains 44477 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 46351 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 25994 members 
Mstep: Class 21 contains 39655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674928.000000 Penalty: 69157.984375
Iteration 58Q: 22 clusters Score -1.066749e+08 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 45471 members 
Mstep: Class 4 contains 49357 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 25716 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 43231 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 44358 members 
Mstep: Class 11 contains 45196 members 
Mstep: Class 12 contains 33466 members 
Mstep: Class 13 contains 46109 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 43025 members 
Mstep: Class 16 contains 44317 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 46115 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 25677 members 
Mstep: Class 21 contains 41369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676344.000000 Penalty: 69157.984375
Iteration 59Q: 22 clusters Score -1.066763e+08 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 45348 members 
Mstep: Class 4 contains 48693 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 26358 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 43066 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 44121 members 
Mstep: Class 11 contains 45092 members 
Mstep: Class 12 contains 33746 members 
Mstep: Class 13 contains 45828 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 42747 members 
Mstep: Class 16 contains 44271 members 
Mstep: Class 17 contains 3711 members 
Mstep: Class 18 contains 45825 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 25365 members 
Mstep: Class 21 contains 43043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677120.000000 Penalty: 69157.984375
Iteration 60F: 22 clusters Score -1.066771e+08 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 45245 members 
Mstep: Class 4 contains 47998 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 27257 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 42939 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 43854 members 
Mstep: Class 11 contains 45030 members 
Mstep: Class 12 contains 33727 members 
Mstep: Class 13 contains 45807 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 42410 members 
Mstep: Class 16 contains 44229 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 45162 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 25185 members 
Mstep: Class 21 contains 44867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678192.000000 Penalty: 69157.984375
Iteration 61Q: 22 clusters Score -1.066782e+08 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 45159 members 
Mstep: Class 4 contains 47376 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 28362 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 42757 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 43593 members 
Mstep: Class 11 contains 44854 members 
Mstep: Class 12 contains 33763 members 
Mstep: Class 13 contains 45544 members 
Mstep: Class 14 contains 1024 members 
Mstep: Class 15 contains 42196 members 
Mstep: Class 16 contains 44293 members 
Mstep: Class 17 contains 3619 members 
Mstep: Class 18 contains 44541 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 25059 members 
Mstep: Class 21 contains 46344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679000.000000 Penalty: 69157.984375
Iteration 62Q: 22 clusters Score -1.06679e+08 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 45082 members 
Mstep: Class 4 contains 46816 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 29611 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 42480 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 43330 members 
Mstep: Class 11 contains 44745 members 
Mstep: Class 12 contains 33811 members 
Mstep: Class 13 contains 45240 members 
Mstep: Class 14 contains 1025 members 
Mstep: Class 15 contains 42279 members 
Mstep: Class 16 contains 44247 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 44208 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 24997 members 
Mstep: Class 21 contains 47073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679408.000000 Penalty: 69157.984375
Iteration 63Q: 22 clusters Score -1.066794e+08 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 45042 members 
Mstep: Class 4 contains 46279 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 30870 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 42248 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 43071 members 
Mstep: Class 11 contains 44630 members 
Mstep: Class 12 contains 33907 members 
Mstep: Class 13 contains 44923 members 
Mstep: Class 14 contains 1026 members 
Mstep: Class 15 contains 42527 members 
Mstep: Class 16 contains 44196 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 44050 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 20 contains 24920 members 
Mstep: Class 21 contains 47383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679888.000000 Penalty: 69157.984375
Iteration 64Q: 22 clusters Score -1.066799e+08 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 45057 members 
Mstep: Class 4 contains 45819 members 
Mstep: Class 5 contains 1556 members 
Mstep: Class 6 contains 32139 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 42074 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 42782 members 
Mstep: Class 11 contains 44582 members 
Mstep: Class 12 contains 34069 members 
Mstep: Class 13 contains 44622 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 42781 members 
Mstep: Class 16 contains 44169 members 
Mstep: Class 17 contains 3462 members 
Mstep: Class 18 contains 44016 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 24842 members 
Mstep: Class 21 contains 47238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680912.000000 Penalty: 69157.984375
Iteration 65Q: 22 clusters Score -1.066809e+08 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 44994 members 
Mstep: Class 4 contains 45397 members 
Mstep: Class 5 contains 1548 members 
Mstep: Class 6 contains 33472 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 41921 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 42486 members 
Mstep: Class 11 contains 44567 members 
Mstep: Class 12 contains 34295 members 
Mstep: Class 13 contains 44362 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 42973 members 
Mstep: Class 16 contains 44158 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 44005 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 24693 members 
Mstep: Class 21 contains 47104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681720.000000 Penalty: 69157.984375
Iteration 66Q: 22 clusters Score -1.066817e+08 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 44983 members 
Mstep: Class 4 contains 44957 members 
Mstep: Class 5 contains 1541 members 
Mstep: Class 6 contains 34770 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 41766 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 42209 members 
Mstep: Class 11 contains 44574 members 
Mstep: Class 12 contains 34502 members 
Mstep: Class 13 contains 44164 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43112 members 
Mstep: Class 16 contains 44105 members 
Mstep: Class 17 contains 3337 members 
Mstep: Class 18 contains 44064 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 24537 members 
Mstep: Class 21 contains 46957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682384.000000 Penalty: 69157.984375
Iteration 67Q: 22 clusters Score -1.066824e+08 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 44974 members 
Mstep: Class 4 contains 44539 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 36062 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 41603 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 41923 members 
Mstep: Class 11 contains 44555 members 
Mstep: Class 12 contains 34662 members 
Mstep: Class 13 contains 43985 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43240 members 
Mstep: Class 16 contains 44095 members 
Mstep: Class 17 contains 3289 members 
Mstep: Class 18 contains 44165 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 24299 members 
Mstep: Class 21 contains 46858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683272.000000 Penalty: 69157.984375
Iteration 68Q: 22 clusters Score -1.066833e+08 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44952 members 
Mstep: Class 4 contains 44098 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 37337 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 41528 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 41704 members 
Mstep: Class 11 contains 44512 members 
Mstep: Class 12 contains 34783 members 
Mstep: Class 13 contains 43810 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43291 members 
Mstep: Class 16 contains 44205 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 44218 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 24043 members 
Mstep: Class 21 contains 46808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684296.000000 Penalty: 69157.984375
Iteration 69Q: 22 clusters Score -1.066843e+08 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44913 members 
Mstep: Class 4 contains 43682 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 38590 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 41425 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 41522 members 
Mstep: Class 11 contains 44474 members 
Mstep: Class 12 contains 34864 members 
Mstep: Class 13 contains 43698 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43394 members 
Mstep: Class 16 contains 44335 members 
Mstep: Class 17 contains 3224 members 
Mstep: Class 18 contains 44274 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 23759 members 
Mstep: Class 21 contains 46776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685272.000000 Penalty: 69157.984375
Iteration 70Q: 22 clusters Score -1.066853e+08 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 44903 members 
Mstep: Class 4 contains 43255 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 39861 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 41366 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 41321 members 
Mstep: Class 11 contains 44504 members 
Mstep: Class 12 contains 34875 members 
Mstep: Class 13 contains 43661 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43574 members 
Mstep: Class 16 contains 44328 members 
Mstep: Class 17 contains 3198 members 
Mstep: Class 18 contains 44405 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 23458 members 
Mstep: Class 21 contains 46699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685496.000000 Penalty: 69157.984375
Iteration 71Q: 22 clusters Score -1.066855e+08 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 44866 members 
Mstep: Class 4 contains 42822 members 
Mstep: Class 5 contains 1490 members 
Mstep: Class 6 contains 41188 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 41276 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 41142 members 
Mstep: Class 11 contains 44568 members 
Mstep: Class 12 contains 34846 members 
Mstep: Class 13 contains 43708 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43746 members 
Mstep: Class 16 contains 44394 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 18 contains 44529 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 23101 members 
Mstep: Class 21 contains 46639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685864.000000 Penalty: 69157.984375
Iteration 72Q: 22 clusters Score -1.066859e+08 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 44874 members 
Mstep: Class 4 contains 42428 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 42754 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 41160 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 40927 members 
Mstep: Class 11 contains 44684 members 
Mstep: Class 12 contains 34810 members 
Mstep: Class 13 contains 43746 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43908 members 
Mstep: Class 16 contains 44527 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 44615 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 22649 members 
Mstep: Class 21 contains 46541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685784.000000 Penalty: 69157.984375
Iteration 73Q: 22 clusters Score -1.066858e+08 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44874 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 1474 members 
Mstep: Class 6 contains 44813 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 41061 members 
Mstep: Class 9 contains 664 members 
Mstep: Class 10 contains 40801 members 
Mstep: Class 11 contains 44853 members 
Mstep: Class 12 contains 34780 members 
Mstep: Class 13 contains 43838 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44025 members 
Mstep: Class 16 contains 44677 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 44603 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 22088 members 
Mstep: Class 21 contains 46367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685736.000000 Penalty: 69157.984375
Iteration 74Q: 22 clusters Score -1.066857e+08 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 44913 members 
Mstep: Class 4 contains 41767 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 47219 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 40990 members 
Mstep: Class 9 contains 664 members 
Mstep: Class 10 contains 40691 members 
Mstep: Class 11 contains 45117 members 
Mstep: Class 12 contains 34776 members 
Mstep: Class 13 contains 43962 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43998 members 
Mstep: Class 16 contains 44859 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 44662 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 21585 members 
Mstep: Class 21 contains 46228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684888.000000 Penalty: 69157.984375
Iteration 75Q: 22 clusters Score -1.066849e+08 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 45033 members 
Mstep: Class 4 contains 41482 members 
Mstep: Class 5 contains 1460 members 
Mstep: Class 6 contains 48930 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 41021 members 
Mstep: Class 9 contains 665 members 
Mstep: Class 10 contains 40546 members 
Mstep: Class 11 contains 45397 members 
Mstep: Class 12 contains 34756 members 
Mstep: Class 13 contains 44161 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44106 members 
Mstep: Class 16 contains 45163 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 44931 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 21041 members 
Mstep: Class 21 contains 46513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682792.000000 Penalty: 69157.984375
Iteration 76Q: 22 clusters Score -1.066828e+08 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 45233 members 
Mstep: Class 4 contains 41215 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 49020 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 41129 members 
Mstep: Class 9 contains 664 members 
Mstep: Class 10 contains 40427 members 
Mstep: Class 11 contains 45647 members 
Mstep: Class 12 contains 34730 members 
Mstep: Class 13 contains 44391 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44416 members 
Mstep: Class 16 contains 45468 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 45428 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 20507 members 
Mstep: Class 21 contains 47176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681504.000000 Penalty: 69157.984375
Iteration 77Q: 22 clusters Score -1.066815e+08 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 45477 members 
Mstep: Class 4 contains 40969 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 48419 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 41352 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 40283 members 
Mstep: Class 11 contains 45875 members 
Mstep: Class 12 contains 34765 members 
Mstep: Class 13 contains 44616 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44691 members 
Mstep: Class 16 contains 45703 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 46004 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 19906 members 
Mstep: Class 21 contains 47859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680288.000000 Penalty: 69157.984375
Iteration 78Q: 22 clusters Score -1.066803e+08 nChanged 7811
Entering ConstructFrom: 
Score: -106680288.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (30028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Entering Unmasked Estep 
Score: -5540394.000000 Penalty: 2556.851807
	Iteration 0F: 2 clusters Score -5540394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -5520084.500000 Penalty: 5113.703613
	Iteration 0F: 3 clusters Score -5520084 nChanged 13397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -5527269.500000 Penalty: 5113.703613
	Iteration 1F: 3 clusters Score -5527270 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -5527841.000000 Penalty: 5113.703613
	Iteration 2Q: 3 clusters Score -5527841 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -5528662.500000 Penalty: 5113.703613
	Iteration 3Q: 3 clusters Score -5528662 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -5529713.000000 Penalty: 5113.703613
	Iteration 4F: 3 clusters Score -5529713 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -5531012.000000 Penalty: 5113.703613
	Iteration 5F: 3 clusters Score -5531012 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -5532457.500000 Penalty: 5113.703613
	Iteration 6F: 3 clusters Score -5532458 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -5534082.500000 Penalty: 5113.703613
	Iteration 7F: 3 clusters Score -5534082 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -5535780.500000 Penalty: 5113.703613
	Iteration 8F: 3 clusters Score -5535780 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5537314.500000 Penalty: 5113.703613
	Iteration 9Q: 3 clusters Score -5537314 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5538183.500000 Penalty: 5113.703613
	Iteration 10Q: 3 clusters Score -5538184 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -5538495.000000 Penalty: 5113.703613
	Iteration 11Q: 3 clusters Score -5538495 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5538638.500000 Penalty: 5113.703613
	Iteration 12Q: 3 clusters Score -5538638 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5538724.500000 Penalty: 5113.703613
	Iteration 13Q: 3 clusters Score -5538724 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5538799.000000 Penalty: 5113.703613
	Iteration 14Q: 3 clusters Score -5538799 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5538836.000000 Penalty: 5113.703613
	Iteration 15Q: 3 clusters Score -5538836 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5538883.500000 Penalty: 5113.703613
	Iteration 16Q: 3 clusters Score -5538884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5538912.000000 Penalty: 5113.703613
	Iteration 17Q: 3 clusters Score -5538912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5538920.000000 Penalty: 5113.703613
	Iteration 18Q: 3 clusters Score -5538920 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5538932.500000 Penalty: 5113.703613
	Iteration 19Q: 3 clusters Score -5538932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5538942.500000 Penalty: 5113.703613
	Iteration 20F: 3 clusters Score -5538942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5538957.500000 Penalty: 5113.703613
	Iteration 21Q: 3 clusters Score -5538958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5538966.500000 Penalty: 5113.703613
	Iteration 22Q: 3 clusters Score -5538966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5538971.000000 Penalty: 5113.703613
	Iteration 23Q: 3 clusters Score -5538971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5538973.500000 Penalty: 5113.703613
	Iteration 24Q: 3 clusters Score -5538974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5538980.500000 Penalty: 5113.703613
	Iteration 25Q: 3 clusters Score -5538980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5538974.500000 Penalty: 5113.703613
	Iteration 26Q: 3 clusters Score -5538974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5538986.500000 Penalty: 5113.703613
	Iteration 27Q: 3 clusters Score -5538986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5538979.000000 Penalty: 5113.703613
	Iteration 28Q: 3 clusters Score -5538979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5538984.000000 Penalty: 5113.703613
	Iteration 29Q: 3 clusters Score -5538984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5538978.500000 Penalty: 5113.703613
	Iteration 30Q: 3 clusters Score -5538978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5538981.500000 Penalty: 5113.703613
	Iteration 31Q: 3 clusters Score -5538982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5538998.500000 Penalty: 5113.703613
	Iteration 32Q: 3 clusters Score -5538998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5538990.000000 Penalty: 5113.703613
	Iteration 33Q: 3 clusters Score -5538990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5538990.000000 Penalty: 5113.703613
	Iteration 34Q: 3 clusters Score -5538990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5538987.000000 Penalty: 5113.703613
	Iteration 35Q: 3 clusters Score -5538987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5538987.500000 Penalty: 5113.703613
	Iteration 36Q: 3 clusters Score -5538988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5538987.500000 Penalty: 5113.703613
	Iteration 37Q: 3 clusters Score -5538988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5538996.000000 Penalty: 5113.703613
	Iteration 38Q: 3 clusters Score -5538996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5538993.000000 Penalty: 5113.703613
	Iteration 39Q: 3 clusters Score -5538993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5538996.000000 Penalty: 5113.703613
	Iteration 40F: 3 clusters Score -5538996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5538993.000000 Penalty: 5113.703613
	Iteration 41Q: 3 clusters Score -5538993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5538997.500000 Penalty: 5113.703613
	Iteration 42Q: 3 clusters Score -5538998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5539000.500000 Penalty: 5113.703613
	Iteration 43Q: 3 clusters Score -5539000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5538995.000000 Penalty: 5113.703613
	Iteration 44Q: 3 clusters Score -5538995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5538998.500000 Penalty: 5113.703613
	Iteration 45Q: 3 clusters Score -5538998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5538996.500000 Penalty: 5113.703613
	Iteration 46Q: 3 clusters Score -5538996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5538997.000000 Penalty: 5113.703613
	Iteration 47Q: 3 clusters Score -5538997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5538999.000000 Penalty: 5113.703613
	Iteration 48Q: 3 clusters Score -5538999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5538995.500000 Penalty: 5113.703613
	Iteration 49Q: 3 clusters Score -5538996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5539010.500000 Penalty: 5113.703613
	Iteration 50Q: 3 clusters Score -5539010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5539001.000000 Penalty: 5113.703613
	Iteration 51Q: 3 clusters Score -5539001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5539009.000000 Penalty: 5113.703613
	Iteration 52Q: 3 clusters Score -5539009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5539014.000000 Penalty: 5113.703613
	Iteration 53Q: 3 clusters Score -5539014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5539010.000000 Penalty: 5113.703613
	Iteration 54Q: 3 clusters Score -5539010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5538998.500000 Penalty: 5113.703613
	Iteration 55Q: 3 clusters Score -5538998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5539013.500000 Penalty: 5113.703613
	Iteration 56Q: 3 clusters Score -5539014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5539010.500000 Penalty: 5113.703613
	Iteration 57Q: 3 clusters Score -5539010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5539011.500000 Penalty: 5113.703613
	Iteration 58Q: 3 clusters Score -5539012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5539010.000000 Penalty: 5113.703613
	Iteration 59Q: 3 clusters Score -5539010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5539009.500000 Penalty: 5113.703613
	Iteration 60F: 3 clusters Score -5539010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -195259.046875 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -195259 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 559 members 
Entering Unmasked Estep 
Score: -193246.937500 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -193246.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -193596.906250 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -193596.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -193735.375000 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -193735.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -193819.484375 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -193819.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -193879.359375 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -193879.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -193922.171875 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -193922.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -193966.312500 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -193966.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -194023.843750 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -194023.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -194058.703125 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -194058.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -194080.015625 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -194080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -194117.609375 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -194117.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -194146.468750 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -194146.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -194193.281250 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -194193.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -194239.203125 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -194239.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -194292.812500 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -194292.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -194362.703125 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -194362.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -194433.953125 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -194434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -194481.968750 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -194482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -194551.234375 Penalty: 3474.871338
	Iteration 18Q: 3 clusters Score -194551.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -194604.828125 Penalty: 3474.871338
	Iteration 19Q: 3 clusters Score -194604.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -194677.921875 Penalty: 3474.871338
	Iteration 20F: 3 clusters Score -194677.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -194774.328125 Penalty: 3474.871338
	Iteration 21Q: 3 clusters Score -194774.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -194887.000000 Penalty: 3474.871338
	Iteration 22Q: 3 clusters Score -194887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -194927.781250 Penalty: 3474.871338
	Iteration 23Q: 3 clusters Score -194927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -194945.593750 Penalty: 3474.871338
	Iteration 24Q: 3 clusters Score -194945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -194961.859375 Penalty: 3474.871338
	Iteration 25Q: 3 clusters Score -194961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -194983.140625 Penalty: 3474.871338
	Iteration 26Q: 3 clusters Score -194983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -195008.828125 Penalty: 3474.871338
	Iteration 27Q: 3 clusters Score -195008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -195014.328125 Penalty: 3474.871338
	Iteration 28Q: 3 clusters Score -195014.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -195014.328125 Penalty: 3474.871338
	Iteration 29F: 3 clusters Score -195014.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Entering Unmasked Estep 
Score: -8472765.000000 Penalty: 2660.857178
	Iteration 0F: 2 clusters Score -8472765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -8443260.000000 Penalty: 5321.714355
	Iteration 0F: 3 clusters Score -8443260 nChanged 21003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -8454754.000000 Penalty: 5321.714355
	Iteration 1F: 3 clusters Score -8454754 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -8455196.000000 Penalty: 5321.714355
	Iteration 2Q: 3 clusters Score -8455196 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -8455572.000000 Penalty: 5321.714355
	Iteration 3Q: 3 clusters Score -8455572 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -8455969.000000 Penalty: 5321.714355
	Iteration 4Q: 3 clusters Score -8455969 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -8456440.000000 Penalty: 5321.714355
	Iteration 5Q: 3 clusters Score -8456440 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -8457230.000000 Penalty: 5321.714355
	Iteration 6Q: 3 clusters Score -8457230 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -8458466.000000 Penalty: 5321.714355
	Iteration 7F: 3 clusters Score -8458466 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -8460594.000000 Penalty: 5321.714355
	Iteration 8F: 3 clusters Score -8460594 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -8463771.000000 Penalty: 5321.714355
	Iteration 9F: 3 clusters Score -8463771 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -8467403.000000 Penalty: 5321.714355
	Iteration 10F: 3 clusters Score -8467403 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8469369.000000 Penalty: 5321.714355
	Iteration 11F: 3 clusters Score -8469369 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8470050.000000 Penalty: 5321.714355
	Iteration 12Q: 3 clusters Score -8470050 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8470285.000000 Penalty: 5321.714355
	Iteration 13Q: 3 clusters Score -8470285 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8470413.000000 Penalty: 5321.714355
	Iteration 14Q: 3 clusters Score -8470413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8470449.000000 Penalty: 5321.714355
	Iteration 15Q: 3 clusters Score -8470449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8470484.000000 Penalty: 5321.714355
	Iteration 16Q: 3 clusters Score -8470484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8470484.000000 Penalty: 5321.714355
	Iteration 17Q: 3 clusters Score -8470484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8470494.000000 Penalty: 5321.714355
	Iteration 18Q: 3 clusters Score -8470494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8470521.000000 Penalty: 5321.714355
	Iteration 19Q: 3 clusters Score -8470521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8470529.000000 Penalty: 5321.714355
	Iteration 20F: 3 clusters Score -8470529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8470533.000000 Penalty: 5321.714355
	Iteration 21Q: 3 clusters Score -8470533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8470549.000000 Penalty: 5321.714355
	Iteration 22Q: 3 clusters Score -8470549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8470544.000000 Penalty: 5321.714355
	Iteration 23Q: 3 clusters Score -8470544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8470544.000000 Penalty: 5321.714355
	Iteration 24F: 3 clusters Score -8470544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Entering Unmasked Estep 
Score: -7355279.500000 Penalty: 2632.596924
	Iteration 0F: 2 clusters Score -7355280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -7327835.500000 Penalty: 5265.193848
	Iteration 0F: 3 clusters Score -7327836 nChanged 18628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -7337921.000000 Penalty: 5265.193848
	Iteration 1F: 3 clusters Score -7337921 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -7338470.000000 Penalty: 5265.193848
	Iteration 2Q: 3 clusters Score -7338470 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -7339028.000000 Penalty: 5265.193848
	Iteration 3Q: 3 clusters Score -7339028 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -7339674.000000 Penalty: 5265.193848
	Iteration 4Q: 3 clusters Score -7339674 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -7340562.500000 Penalty: 5265.193848
	Iteration 5Q: 3 clusters Score -7340562 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -7341802.000000 Penalty: 5265.193848
	Iteration 6F: 3 clusters Score -7341802 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -7343531.000000 Penalty: 5265.193848
	Iteration 7F: 3 clusters Score -7343531 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -7345680.500000 Penalty: 5265.193848
	Iteration 8F: 3 clusters Score -7345680 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -7347887.000000 Penalty: 5265.193848
	Iteration 9F: 3 clusters Score -7347887 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -7349897.500000 Penalty: 5265.193848
	Iteration 10F: 3 clusters Score -7349898 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -7351510.000000 Penalty: 5265.193848
	Iteration 11Q: 3 clusters Score -7351510 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7352608.000000 Penalty: 5265.193848
	Iteration 12Q: 3 clusters Score -7352608 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7353079.500000 Penalty: 5265.193848
	Iteration 13Q: 3 clusters Score -7353080 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7353223.000000 Penalty: 5265.193848
	Iteration 14Q: 3 clusters Score -7353223 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7353283.000000 Penalty: 5265.193848
	Iteration 15Q: 3 clusters Score -7353283 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7353336.000000 Penalty: 5265.193848
	Iteration 16Q: 3 clusters Score -7353336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7353358.000000 Penalty: 5265.193848
	Iteration 17Q: 3 clusters Score -7353358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7353367.500000 Penalty: 5265.193848
	Iteration 18Q: 3 clusters Score -7353368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7353374.000000 Penalty: 5265.193848
	Iteration 19Q: 3 clusters Score -7353374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7353382.500000 Penalty: 5265.193848
	Iteration 20F: 3 clusters Score -7353382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7353384.000000 Penalty: 5265.193848
	Iteration 21Q: 3 clusters Score -7353384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7353385.000000 Penalty: 5265.193848
	Iteration 22Q: 3 clusters Score -7353385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7353386.500000 Penalty: 5265.193848
	Iteration 23Q: 3 clusters Score -7353386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7353390.000000 Penalty: 5265.193848
	Iteration 24Q: 3 clusters Score -7353390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7353392.500000 Penalty: 5265.193848
	Iteration 25Q: 3 clusters Score -7353392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7353394.000000 Penalty: 5265.193848
	Iteration 26Q: 3 clusters Score -7353394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7353392.000000 Penalty: 5265.193848
	Iteration 27Q: 3 clusters Score -7353392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7353402.500000 Penalty: 5265.193848
	Iteration 28Q: 3 clusters Score -7353402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7353402.500000 Penalty: 5265.193848
	Iteration 29F: 3 clusters Score -7353402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -231604.421875 Penalty: 1804.757446
	Iteration 0F: 2 clusters Score -231604.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -229362.531250 Penalty: 3609.514893
	Iteration 0F: 3 clusters Score -229362.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -229864.000000 Penalty: 3609.514893
	Iteration 1F: 3 clusters Score -229864 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -230267.953125 Penalty: 3609.514893
	Iteration 2F: 3 clusters Score -230268 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -230499.265625 Penalty: 3609.514893
	Iteration 3F: 3 clusters Score -230499.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -230654.750000 Penalty: 3609.514893
	Iteration 4F: 3 clusters Score -230654.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -230762.656250 Penalty: 3609.514893
	Iteration 5Q: 3 clusters Score -230762.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -230823.093750 Penalty: 3609.514893
	Iteration 6Q: 3 clusters Score -230823.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -230853.796875 Penalty: 3609.514893
	Iteration 7Q: 3 clusters Score -230853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -230871.437500 Penalty: 3609.514893
	Iteration 8Q: 3 clusters Score -230871.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -230889.609375 Penalty: 3609.514893
	Iteration 9Q: 3 clusters Score -230889.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -230901.656250 Penalty: 3609.514893
	Iteration 10Q: 3 clusters Score -230901.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -230911.781250 Penalty: 3609.514893
	Iteration 11Q: 3 clusters Score -230911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -230917.750000 Penalty: 3609.514893
	Iteration 12Q: 3 clusters Score -230917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -230924.906250 Penalty: 3609.514893
	Iteration 13Q: 3 clusters Score -230924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -230925.984375 Penalty: 3609.514893
	Iteration 14Q: 3 clusters Score -230926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -230925.984375 Penalty: 3609.514893
	Iteration 15F: 3 clusters Score -230926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Entering Unmasked Estep 
Score: -8947853.000000 Penalty: 2672.275391
	Iteration 0F: 2 clusters Score -8947853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -8920056.000000 Penalty: 5344.550781
	Iteration 0F: 3 clusters Score -8920056 nChanged 22057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -8932379.000000 Penalty: 5344.550781
	Iteration 1F: 3 clusters Score -8932379 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -8932887.000000 Penalty: 5344.550781
	Iteration 2Q: 3 clusters Score -8932887 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -8933449.000000 Penalty: 5344.550781
	Iteration 3Q: 3 clusters Score -8933449 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -8934157.000000 Penalty: 5344.550781
	Iteration 4Q: 3 clusters Score -8934157 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -8934990.000000 Penalty: 5344.550781
	Iteration 5Q: 3 clusters Score -8934990 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -8936243.000000 Penalty: 5344.550781
	Iteration 6F: 3 clusters Score -8936243 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -8937840.000000 Penalty: 5344.550781
	Iteration 7F: 3 clusters Score -8937840 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -8939730.000000 Penalty: 5344.550781
	Iteration 8F: 3 clusters Score -8939730 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -8941874.000000 Penalty: 5344.550781
	Iteration 9F: 3 clusters Score -8941874 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -8943668.000000 Penalty: 5344.550781
	Iteration 10Q: 3 clusters Score -8943668 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -8944925.000000 Penalty: 5344.550781
	Iteration 11Q: 3 clusters Score -8944925 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -8945498.000000 Penalty: 5344.550781
	Iteration 12Q: 3 clusters Score -8945498 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8945817.000000 Penalty: 5344.550781
	Iteration 13Q: 3 clusters Score -8945817 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -8945957.000000 Penalty: 5344.550781
	Iteration 14Q: 3 clusters Score -8945957 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8946015.000000 Penalty: 5344.550781
	Iteration 15Q: 3 clusters Score -8946015 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8946065.000000 Penalty: 5344.550781
	Iteration 16Q: 3 clusters Score -8946065 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8946039.000000 Penalty: 5344.550781
	Iteration 17Q: 3 clusters Score -8946039 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -8946093.000000 Penalty: 5344.550781
	Iteration 18Q: 3 clusters Score -8946093 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8946124.000000 Penalty: 5344.550781
	Iteration 19Q: 3 clusters Score -8946124 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8946127.000000 Penalty: 5344.550781
	Iteration 20F: 3 clusters Score -8946127 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8946159.000000 Penalty: 5344.550781
	Iteration 21Q: 3 clusters Score -8946159 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8946165.000000 Penalty: 5344.550781
	Iteration 22Q: 3 clusters Score -8946165 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8946202.000000 Penalty: 5344.550781
	Iteration 23Q: 3 clusters Score -8946202 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8946211.000000 Penalty: 5344.550781
	Iteration 24Q: 3 clusters Score -8946211 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8946217.000000 Penalty: 5344.550781
	Iteration 25Q: 3 clusters Score -8946217 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8946222.000000 Penalty: 5344.550781
	Iteration 26Q: 3 clusters Score -8946222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8946242.000000 Penalty: 5344.550781
	Iteration 27Q: 3 clusters Score -8946242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8946254.000000 Penalty: 5344.550781
	Iteration 28Q: 3 clusters Score -8946254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8946252.000000 Penalty: 5344.550781
	Iteration 29Q: 3 clusters Score -8946252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8946252.000000 Penalty: 5344.550781
	Iteration 30Q: 3 clusters Score -8946252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8946254.000000 Penalty: 5344.550781
	Iteration 31Q: 3 clusters Score -8946254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8946272.000000 Penalty: 5344.550781
	Iteration 32Q: 3 clusters Score -8946272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8946254.000000 Penalty: 5344.550781
	Iteration 33Q: 3 clusters Score -8946254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8946249.000000 Penalty: 5344.550781
	Iteration 34Q: 3 clusters Score -8946249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8946257.000000 Penalty: 5344.550781
	Iteration 35Q: 3 clusters Score -8946257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8946262.000000 Penalty: 5344.550781
	Iteration 36Q: 3 clusters Score -8946262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8946274.000000 Penalty: 5344.550781
	Iteration 37Q: 3 clusters Score -8946274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8946284.000000 Penalty: 5344.550781
	Iteration 38Q: 3 clusters Score -8946284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8946271.000000 Penalty: 5344.550781
	Iteration 39Q: 3 clusters Score -8946271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8946282.000000 Penalty: 5344.550781
	Iteration 40F: 3 clusters Score -8946282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8946281.000000 Penalty: 5344.550781
	Iteration 41Q: 3 clusters Score -8946281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8946285.000000 Penalty: 5344.550781
	Iteration 42Q: 3 clusters Score -8946285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8946293.000000 Penalty: 5344.550781
	Iteration 43Q: 3 clusters Score -8946293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8946284.000000 Penalty: 5344.550781
	Iteration 44Q: 3 clusters Score -8946284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8946288.000000 Penalty: 5344.550781
	Iteration 45Q: 3 clusters Score -8946288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8946283.000000 Penalty: 5344.550781
	Iteration 46Q: 3 clusters Score -8946283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8946282.000000 Penalty: 5344.550781
	Iteration 47Q: 3 clusters Score -8946282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8946282.000000 Penalty: 5344.550781
	Iteration 48Q: 3 clusters Score -8946282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8946284.000000 Penalty: 5344.550781
	Iteration 49Q: 3 clusters Score -8946284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8946278.000000 Penalty: 5344.550781
	Iteration 50Q: 3 clusters Score -8946278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8946281.000000 Penalty: 5344.550781
	Iteration 51Q: 3 clusters Score -8946281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8946294.000000 Penalty: 5344.550781
	Iteration 52Q: 3 clusters Score -8946294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8946277.000000 Penalty: 5344.550781
	Iteration 53Q: 3 clusters Score -8946277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8946277.000000 Penalty: 5344.550781
	Iteration 54F: 3 clusters Score -8946277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -53417.500000 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -53417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52071.832031 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -52071.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52179.347656 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -52179.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52260.980469 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -52260.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52300.746094 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -52300.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52343.429688 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -52343.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52352.847656 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -52352.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52355.824219 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -52355.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52355.824219 Penalty: 2851.698975
	Iteration 7F: 3 clusters Score -52355.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Entering Unmasked Estep 
Score: -7689526.500000 Penalty: 2638.001953
	Iteration 0F: 2 clusters Score -7689526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -7661412.000000 Penalty: 5276.003906
	Iteration 0F: 3 clusters Score -7661412 nChanged 19091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -7671936.500000 Penalty: 5276.003906
	Iteration 1F: 3 clusters Score -7671936 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -7672469.500000 Penalty: 5276.003906
	Iteration 2Q: 3 clusters Score -7672470 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -7672923.500000 Penalty: 5276.003906
	Iteration 3Q: 3 clusters Score -7672924 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -7673397.500000 Penalty: 5276.003906
	Iteration 4Q: 3 clusters Score -7673398 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -7673871.000000 Penalty: 5276.003906
	Iteration 5Q: 3 clusters Score -7673871 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -7674538.000000 Penalty: 5276.003906
	Iteration 6Q: 3 clusters Score -7674538 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -7675258.000000 Penalty: 5276.003906
	Iteration 7Q: 3 clusters Score -7675258 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -7676101.500000 Penalty: 5276.003906
	Iteration 8Q: 3 clusters Score -7676102 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -7677271.500000 Penalty: 5276.003906
	Iteration 9Q: 3 clusters Score -7677272 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -7678676.000000 Penalty: 5276.003906
	Iteration 10F: 3 clusters Score -7678676 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -7680272.000000 Penalty: 5276.003906
	Iteration 11F: 3 clusters Score -7680272 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -7681731.000000 Penalty: 5276.003906
	Iteration 12Q: 3 clusters Score -7681731 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -7682803.500000 Penalty: 5276.003906
	Iteration 13Q: 3 clusters Score -7682804 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -7683539.000000 Penalty: 5276.003906
	Iteration 14Q: 3 clusters Score -7683539 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -7684085.500000 Penalty: 5276.003906
	Iteration 15Q: 3 clusters Score -7684086 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -7684505.000000 Penalty: 5276.003906
	Iteration 16Q: 3 clusters Score -7684505 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -7684917.500000 Penalty: 5276.003906
	Iteration 17Q: 3 clusters Score -7684918 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -7685255.000000 Penalty: 5276.003906
	Iteration 18Q: 3 clusters Score -7685255 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -7685586.500000 Penalty: 5276.003906
	Iteration 19Q: 3 clusters Score -7685586 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -7685919.000000 Penalty: 5276.003906
	Iteration 20F: 3 clusters Score -7685919 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -7686195.000000 Penalty: 5276.003906
	Iteration 21Q: 3 clusters Score -7686195 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -7686430.000000 Penalty: 5276.003906
	Iteration 22Q: 3 clusters Score -7686430 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -7686659.500000 Penalty: 5276.003906
	Iteration 23Q: 3 clusters Score -7686660 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -7686867.500000 Penalty: 5276.003906
	Iteration 24Q: 3 clusters Score -7686868 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -7687010.000000 Penalty: 5276.003906
	Iteration 25Q: 3 clusters Score -7687010 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -7687138.500000 Penalty: 5276.003906
	Iteration 26Q: 3 clusters Score -7687138 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -7687232.000000 Penalty: 5276.003906
	Iteration 27Q: 3 clusters Score -7687232 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -7687284.000000 Penalty: 5276.003906
	Iteration 28Q: 3 clusters Score -7687284 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -7687335.000000 Penalty: 5276.003906
	Iteration 29Q: 3 clusters Score -7687335 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -7687359.500000 Penalty: 5276.003906
	Iteration 30Q: 3 clusters Score -7687360 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -7687382.500000 Penalty: 5276.003906
	Iteration 31Q: 3 clusters Score -7687382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -7687399.000000 Penalty: 5276.003906
	Iteration 32Q: 3 clusters Score -7687399 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -7687427.500000 Penalty: 5276.003906
	Iteration 33Q: 3 clusters Score -7687428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -7687422.000000 Penalty: 5276.003906
	Iteration 34Q: 3 clusters Score -7687422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -7687442.500000 Penalty: 5276.003906
	Iteration 35Q: 3 clusters Score -7687442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -7687458.000000 Penalty: 5276.003906
	Iteration 36Q: 3 clusters Score -7687458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -7687470.000000 Penalty: 5276.003906
	Iteration 37Q: 3 clusters Score -7687470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -7687469.500000 Penalty: 5276.003906
	Iteration 38Q: 3 clusters Score -7687470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -7687481.000000 Penalty: 5276.003906
	Iteration 39Q: 3 clusters Score -7687481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -7687472.500000 Penalty: 5276.003906
	Iteration 40F: 3 clusters Score -7687472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -7687473.500000 Penalty: 5276.003906
	Iteration 41Q: 3 clusters Score -7687474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -7687464.000000 Penalty: 5276.003906
	Iteration 42Q: 3 clusters Score -7687464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -7687476.000000 Penalty: 5276.003906
	Iteration 43Q: 3 clusters Score -7687476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7687477.000000 Penalty: 5276.003906
	Iteration 44Q: 3 clusters Score -7687477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -7687476.500000 Penalty: 5276.003906
	Iteration 45Q: 3 clusters Score -7687476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -7687489.500000 Penalty: 5276.003906
	Iteration 46Q: 3 clusters Score -7687490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -7687481.000000 Penalty: 5276.003906
	Iteration 47Q: 3 clusters Score -7687481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -7687490.500000 Penalty: 5276.003906
	Iteration 48Q: 3 clusters Score -7687490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -7687489.000000 Penalty: 5276.003906
	Iteration 49Q: 3 clusters Score -7687489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -7687485.000000 Penalty: 5276.003906
	Iteration 50Q: 3 clusters Score -7687485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -7687495.000000 Penalty: 5276.003906
	Iteration 51Q: 3 clusters Score -7687495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -7687495.000000 Penalty: 5276.003906
	Iteration 52Q: 3 clusters Score -7687495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -7687495.500000 Penalty: 5276.003906
	Iteration 53Q: 3 clusters Score -7687496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -7687504.500000 Penalty: 5276.003906
	Iteration 54Q: 3 clusters Score -7687504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -7687515.000000 Penalty: 5276.003906
	Iteration 55Q: 3 clusters Score -7687515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -7687510.500000 Penalty: 5276.003906
	Iteration 56Q: 3 clusters Score -7687510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -7687511.000000 Penalty: 5276.003906
	Iteration 57Q: 3 clusters Score -7687511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -7687514.000000 Penalty: 5276.003906
	Iteration 58Q: 3 clusters Score -7687514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -7687515.000000 Penalty: 5276.003906
	Iteration 59Q: 3 clusters Score -7687515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -7687518.000000 Penalty: 5276.003906
	Iteration 60F: 3 clusters Score -7687518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -7687522.500000 Penalty: 5276.003906
	Iteration 61Q: 3 clusters Score -7687522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -7687523.000000 Penalty: 5276.003906
	Iteration 62Q: 3 clusters Score -7687523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -7687521.500000 Penalty: 5276.003906
	Iteration 63Q: 3 clusters Score -7687522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -7687525.500000 Penalty: 5276.003906
	Iteration 64Q: 3 clusters Score -7687526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -7687533.000000 Penalty: 5276.003906
	Iteration 65Q: 3 clusters Score -7687533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -7687520.000000 Penalty: 5276.003906
	Iteration 66Q: 3 clusters Score -7687520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -7687524.000000 Penalty: 5276.003906
	Iteration 67Q: 3 clusters Score -7687524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -7687520.500000 Penalty: 5276.003906
	Iteration 68Q: 3 clusters Score -7687520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -7687528.000000 Penalty: 5276.003906
	Iteration 69Q: 3 clusters Score -7687528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -7687527.500000 Penalty: 5276.003906
	Iteration 70Q: 3 clusters Score -7687528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -7687534.500000 Penalty: 5276.003906
	Iteration 71Q: 3 clusters Score -7687534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -7687536.500000 Penalty: 5276.003906
	Iteration 72Q: 3 clusters Score -7687536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -7687530.500000 Penalty: 5276.003906
	Iteration 73Q: 3 clusters Score -7687530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -7687545.000000 Penalty: 5276.003906
	Iteration 74Q: 3 clusters Score -7687545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -7687532.000000 Penalty: 5276.003906
	Iteration 75Q: 3 clusters Score -7687532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -7687531.500000 Penalty: 5276.003906
	Iteration 76Q: 3 clusters Score -7687532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -7687527.000000 Penalty: 5276.003906
	Iteration 77Q: 3 clusters Score -7687527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -7687532.000000 Penalty: 5276.003906
	Iteration 78Q: 3 clusters Score -7687532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -7687530.500000 Penalty: 5276.003906
	Iteration 79Q: 3 clusters Score -7687530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -7687533.500000 Penalty: 5276.003906
	Iteration 80F: 3 clusters Score -7687534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -7687531.500000 Penalty: 5276.003906
	Iteration 81Q: 3 clusters Score -7687532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -7687534.000000 Penalty: 5276.003906
	Iteration 82Q: 3 clusters Score -7687534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -7687529.500000 Penalty: 5276.003906
	Iteration 83Q: 3 clusters Score -7687530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -7687533.000000 Penalty: 5276.003906
	Iteration 84Q: 3 clusters Score -7687533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -7687533.000000 Penalty: 5276.003906
	Iteration 85Q: 3 clusters Score -7687533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -7687537.000000 Penalty: 5276.003906
	Iteration 86Q: 3 clusters Score -7687537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -7687533.000000 Penalty: 5276.003906
	Iteration 87Q: 3 clusters Score -7687533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -7687535.000000 Penalty: 5276.003906
	Iteration 88Q: 3 clusters Score -7687535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -7687535.000000 Penalty: 5276.003906
	Iteration 89F: 3 clusters Score -7687535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -98710.539062 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -98710.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97106.593750 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -97106.59 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -97525.750000 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -97525.75 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97755.453125 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -97755.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -97909.281250 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -97909.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98015.101562 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -98015.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -98113.562500 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -98113.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98202.187500 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -98202.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98301.625000 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -98301.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -98373.273438 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -98373.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98470.242188 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -98470.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -98512.320312 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -98512.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -98548.695312 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -98548.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -98580.078125 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -98580.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -98596.273438 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -98596.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98614.046875 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -98614.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -98634.093750 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -98634.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98654.656250 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -98654.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98667.390625 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -98667.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98675.195312 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -98675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -98678.984375 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -98678.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -98682.718750 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -98682.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98688.640625 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -98688.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -98697.757812 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -98697.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98699.765625 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -98699.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98699.765625 Penalty: 3222.400391
	Iteration 24F: 3 clusters Score -98699.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Entering Unmasked Estep 
Score: -7399795.500000 Penalty: 2629.109619
	Iteration 0F: 2 clusters Score -7399796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -7372635.500000 Penalty: 5258.219238
	Iteration 0F: 3 clusters Score -7372636 nChanged 18212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -7382488.000000 Penalty: 5258.219238
	Iteration 1F: 3 clusters Score -7382488 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7383006.000000 Penalty: 5258.219238
	Iteration 2Q: 3 clusters Score -7383006 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -7383432.500000 Penalty: 5258.219238
	Iteration 3Q: 3 clusters Score -7383432 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -7383810.000000 Penalty: 5258.219238
	Iteration 4Q: 3 clusters Score -7383810 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -7384349.000000 Penalty: 5258.219238
	Iteration 5Q: 3 clusters Score -7384349 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -7385107.500000 Penalty: 5258.219238
	Iteration 6Q: 3 clusters Score -7385108 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -7386115.500000 Penalty: 5258.219238
	Iteration 7Q: 3 clusters Score -7386116 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -7387391.000000 Penalty: 5258.219238
	Iteration 8Q: 3 clusters Score -7387391 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -7388877.000000 Penalty: 5258.219238
	Iteration 9F: 3 clusters Score -7388877 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -7390489.500000 Penalty: 5258.219238
	Iteration 10F: 3 clusters Score -7390490 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -7391850.000000 Penalty: 5258.219238
	Iteration 11Q: 3 clusters Score -7391850 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -7393034.000000 Penalty: 5258.219238
	Iteration 12Q: 3 clusters Score -7393034 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -7393950.500000 Penalty: 5258.219238
	Iteration 13Q: 3 clusters Score -7393950 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -7394709.000000 Penalty: 5258.219238
	Iteration 14Q: 3 clusters Score -7394709 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -7395345.000000 Penalty: 5258.219238
	Iteration 15Q: 3 clusters Score -7395345 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -7395784.500000 Penalty: 5258.219238
	Iteration 16Q: 3 clusters Score -7395784 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -7396150.500000 Penalty: 5258.219238
	Iteration 17Q: 3 clusters Score -7396150 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -7396438.500000 Penalty: 5258.219238
	Iteration 18Q: 3 clusters Score -7396438 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -7396645.500000 Penalty: 5258.219238
	Iteration 19Q: 3 clusters Score -7396646 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -7396803.500000 Penalty: 5258.219238
	Iteration 20F: 3 clusters Score -7396804 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -7396962.000000 Penalty: 5258.219238
	Iteration 21Q: 3 clusters Score -7396962 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -7397078.500000 Penalty: 5258.219238
	Iteration 22Q: 3 clusters Score -7397078 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -7397167.500000 Penalty: 5258.219238
	Iteration 23Q: 3 clusters Score -7397168 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -7397211.500000 Penalty: 5258.219238
	Iteration 24Q: 3 clusters Score -7397212 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -7397274.000000 Penalty: 5258.219238
	Iteration 25Q: 3 clusters Score -7397274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -7397307.000000 Penalty: 5258.219238
	Iteration 26Q: 3 clusters Score -7397307 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -7397340.000000 Penalty: 5258.219238
	Iteration 27Q: 3 clusters Score -7397340 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -7397379.000000 Penalty: 5258.219238
	Iteration 28Q: 3 clusters Score -7397379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -7397402.500000 Penalty: 5258.219238
	Iteration 29Q: 3 clusters Score -7397402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -7397411.000000 Penalty: 5258.219238
	Iteration 30Q: 3 clusters Score -7397411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -7397426.000000 Penalty: 5258.219238
	Iteration 31Q: 3 clusters Score -7397426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -7397439.000000 Penalty: 5258.219238
	Iteration 32Q: 3 clusters Score -7397439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -7397438.500000 Penalty: 5258.219238
	Iteration 33Q: 3 clusters Score -7397438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -7397463.000000 Penalty: 5258.219238
	Iteration 34Q: 3 clusters Score -7397463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -7397466.000000 Penalty: 5258.219238
	Iteration 35Q: 3 clusters Score -7397466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -7397468.500000 Penalty: 5258.219238
	Iteration 36Q: 3 clusters Score -7397468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -7397471.500000 Penalty: 5258.219238
	Iteration 37Q: 3 clusters Score -7397472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -7397480.000000 Penalty: 5258.219238
	Iteration 38Q: 3 clusters Score -7397480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -7397485.000000 Penalty: 5258.219238
	Iteration 39Q: 3 clusters Score -7397485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -7397484.500000 Penalty: 5258.219238
	Iteration 40F: 3 clusters Score -7397484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -7397501.000000 Penalty: 5258.219238
	Iteration 41Q: 3 clusters Score -7397501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -7397496.000000 Penalty: 5258.219238
	Iteration 42Q: 3 clusters Score -7397496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -7397499.000000 Penalty: 5258.219238
	Iteration 43Q: 3 clusters Score -7397499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -7397504.000000 Penalty: 5258.219238
	Iteration 44Q: 3 clusters Score -7397504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -7397500.000000 Penalty: 5258.219238
	Iteration 45Q: 3 clusters Score -7397500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -7397505.500000 Penalty: 5258.219238
	Iteration 46Q: 3 clusters Score -7397506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -7397503.000000 Penalty: 5258.219238
	Iteration 47Q: 3 clusters Score -7397503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -7397504.500000 Penalty: 5258.219238
	Iteration 48Q: 3 clusters Score -7397504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -7397501.500000 Penalty: 5258.219238
	Iteration 49Q: 3 clusters Score -7397502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -7397501.000000 Penalty: 5258.219238
	Iteration 50Q: 3 clusters Score -7397501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -7397501.000000 Penalty: 5258.219238
	Iteration 51F: 3 clusters Score -7397501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Entering Unmasked Estep 
Score: -8519268.000000 Penalty: 2662.744873
	Iteration 0F: 2 clusters Score -8519268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -8489412.000000 Penalty: 5325.489746
	Iteration 0F: 3 clusters Score -8489412 nChanged 21155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -8500785.000000 Penalty: 5325.489746
	Iteration 1F: 3 clusters Score -8500785 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -8501236.000000 Penalty: 5325.489746
	Iteration 2Q: 3 clusters Score -8501236 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -8501677.000000 Penalty: 5325.489746
	Iteration 3Q: 3 clusters Score -8501677 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -8502128.000000 Penalty: 5325.489746
	Iteration 4Q: 3 clusters Score -8502128 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -8502624.000000 Penalty: 5325.489746
	Iteration 5Q: 3 clusters Score -8502624 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -8503320.000000 Penalty: 5325.489746
	Iteration 6Q: 3 clusters Score -8503320 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -8504196.000000 Penalty: 5325.489746
	Iteration 7Q: 3 clusters Score -8504196 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -8505539.000000 Penalty: 5325.489746
	Iteration 8F: 3 clusters Score -8505539 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -8507295.000000 Penalty: 5325.489746
	Iteration 9F: 3 clusters Score -8507295 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -8509544.000000 Penalty: 5325.489746
	Iteration 10F: 3 clusters Score -8509544 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -8511823.000000 Penalty: 5325.489746
	Iteration 11F: 3 clusters Score -8511823 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -8513158.000000 Penalty: 5325.489746
	Iteration 12Q: 3 clusters Score -8513158 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -8513779.000000 Penalty: 5325.489746
	Iteration 13Q: 3 clusters Score -8513779 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -8514132.000000 Penalty: 5325.489746
	Iteration 14Q: 3 clusters Score -8514132 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -8514378.000000 Penalty: 5325.489746
	Iteration 15Q: 3 clusters Score -8514378 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -8514666.000000 Penalty: 5325.489746
	Iteration 16Q: 3 clusters Score -8514666 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -8514917.000000 Penalty: 5325.489746
	Iteration 17Q: 3 clusters Score -8514917 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -8515129.000000 Penalty: 5325.489746
	Iteration 18Q: 3 clusters Score -8515129 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -8515392.000000 Penalty: 5325.489746
	Iteration 19Q: 3 clusters Score -8515392 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -8515577.000000 Penalty: 5325.489746
	Iteration 20F: 3 clusters Score -8515577 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -8515810.000000 Penalty: 5325.489746
	Iteration 21Q: 3 clusters Score -8515810 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -8515948.000000 Penalty: 5325.489746
	Iteration 22Q: 3 clusters Score -8515948 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -8516059.000000 Penalty: 5325.489746
	Iteration 23Q: 3 clusters Score -8516059 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -8516141.000000 Penalty: 5325.489746
	Iteration 24Q: 3 clusters Score -8516141 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -8516257.000000 Penalty: 5325.489746
	Iteration 25Q: 3 clusters Score -8516257 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -8516356.000000 Penalty: 5325.489746
	Iteration 26Q: 3 clusters Score -8516356 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -8516438.000000 Penalty: 5325.489746
	Iteration 27Q: 3 clusters Score -8516438 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -8516520.000000 Penalty: 5325.489746
	Iteration 28Q: 3 clusters Score -8516520 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -8516583.000000 Penalty: 5325.489746
	Iteration 29Q: 3 clusters Score -8516583 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -8516670.000000 Penalty: 5325.489746
	Iteration 30Q: 3 clusters Score -8516670 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -8516742.000000 Penalty: 5325.489746
	Iteration 31Q: 3 clusters Score -8516742 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -8516800.000000 Penalty: 5325.489746
	Iteration 32Q: 3 clusters Score -8516800 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -8516835.000000 Penalty: 5325.489746
	Iteration 33Q: 3 clusters Score -8516835 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -8516899.000000 Penalty: 5325.489746
	Iteration 34Q: 3 clusters Score -8516899 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -8516944.000000 Penalty: 5325.489746
	Iteration 35Q: 3 clusters Score -8516944 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -8516997.000000 Penalty: 5325.489746
	Iteration 36Q: 3 clusters Score -8516997 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -8517023.000000 Penalty: 5325.489746
	Iteration 37Q: 3 clusters Score -8517023 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -8517038.000000 Penalty: 5325.489746
	Iteration 38Q: 3 clusters Score -8517038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -8517081.000000 Penalty: 5325.489746
	Iteration 39Q: 3 clusters Score -8517081 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -8517116.000000 Penalty: 5325.489746
	Iteration 40F: 3 clusters Score -8517116 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -8517170.000000 Penalty: 5325.489746
	Iteration 41Q: 3 clusters Score -8517170 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -8517192.000000 Penalty: 5325.489746
	Iteration 42Q: 3 clusters Score -8517192 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -8517248.000000 Penalty: 5325.489746
	Iteration 43Q: 3 clusters Score -8517248 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -8517281.000000 Penalty: 5325.489746
	Iteration 44Q: 3 clusters Score -8517281 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -8517307.000000 Penalty: 5325.489746
	Iteration 45Q: 3 clusters Score -8517307 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -8517357.000000 Penalty: 5325.489746
	Iteration 46Q: 3 clusters Score -8517357 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -8517368.000000 Penalty: 5325.489746
	Iteration 47Q: 3 clusters Score -8517368 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -8517405.000000 Penalty: 5325.489746
	Iteration 48Q: 3 clusters Score -8517405 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -8517446.000000 Penalty: 5325.489746
	Iteration 49Q: 3 clusters Score -8517446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -8517444.000000 Penalty: 5325.489746
	Iteration 50Q: 3 clusters Score -8517444 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -8517447.000000 Penalty: 5325.489746
	Iteration 51Q: 3 clusters Score -8517447 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -8517454.000000 Penalty: 5325.489746
	Iteration 52Q: 3 clusters Score -8517454 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -8517467.000000 Penalty: 5325.489746
	Iteration 53Q: 3 clusters Score -8517467 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8517443.000000 Penalty: 5325.489746
	Iteration 54Q: 3 clusters Score -8517443 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -8517434.000000 Penalty: 5325.489746
	Iteration 55Q: 3 clusters Score -8517434 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -8517410.000000 Penalty: 5325.489746
	Iteration 56Q: 3 clusters Score -8517410 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -8517362.000000 Penalty: 5325.489746
	Iteration 57Q: 3 clusters Score -8517362 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -8517375.000000 Penalty: 5325.489746
	Iteration 58Q: 3 clusters Score -8517375 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8517389.000000 Penalty: 5325.489746
	Iteration 59Q: 3 clusters Score -8517389 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -8517350.000000 Penalty: 5325.489746
	Iteration 60F: 3 clusters Score -8517350 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -8517363.000000 Penalty: 5325.489746
	Iteration 61Q: 3 clusters Score -8517363 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -8517347.000000 Penalty: 5325.489746
	Iteration 62Q: 3 clusters Score -8517347 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -8517331.000000 Penalty: 5325.489746
	Iteration 63Q: 3 clusters Score -8517331 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -8517307.000000 Penalty: 5325.489746
	Iteration 64Q: 3 clusters Score -8517307 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -8517279.000000 Penalty: 5325.489746
	Iteration 65Q: 3 clusters Score -8517279 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8517290.000000 Penalty: 5325.489746
	Iteration 66Q: 3 clusters Score -8517290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8517292.000000 Penalty: 5325.489746
	Iteration 67Q: 3 clusters Score -8517292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8517295.000000 Penalty: 5325.489746
	Iteration 68Q: 3 clusters Score -8517295 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -8517279.000000 Penalty: 5325.489746
	Iteration 69Q: 3 clusters Score -8517279 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -8517254.000000 Penalty: 5325.489746
	Iteration 70Q: 3 clusters Score -8517254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -8517252.000000 Penalty: 5325.489746
	Iteration 71Q: 3 clusters Score -8517252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -8517249.000000 Penalty: 5325.489746
	Iteration 72Q: 3 clusters Score -8517249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -8517233.000000 Penalty: 5325.489746
	Iteration 73Q: 3 clusters Score -8517233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -8517234.000000 Penalty: 5325.489746
	Iteration 74Q: 3 clusters Score -8517234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -8517241.000000 Penalty: 5325.489746
	Iteration 75Q: 3 clusters Score -8517241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -8517235.000000 Penalty: 5325.489746
	Iteration 76Q: 3 clusters Score -8517235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -8517239.000000 Penalty: 5325.489746
	Iteration 77Q: 3 clusters Score -8517239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8517247.000000 Penalty: 5325.489746
	Iteration 78Q: 3 clusters Score -8517247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8517238.000000 Penalty: 5325.489746
	Iteration 79Q: 3 clusters Score -8517238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8517244.000000 Penalty: 5325.489746
	Iteration 80F: 3 clusters Score -8517244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8517249.000000 Penalty: 5325.489746
	Iteration 81Q: 3 clusters Score -8517249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -8517255.000000 Penalty: 5325.489746
	Iteration 82Q: 3 clusters Score -8517255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -8517272.000000 Penalty: 5325.489746
	Iteration 83Q: 3 clusters Score -8517272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8517275.000000 Penalty: 5325.489746
	Iteration 84Q: 3 clusters Score -8517275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8517278.000000 Penalty: 5325.489746
	Iteration 85Q: 3 clusters Score -8517278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8517277.000000 Penalty: 5325.489746
	Iteration 86Q: 3 clusters Score -8517277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -8517281.000000 Penalty: 5325.489746
	Iteration 87Q: 3 clusters Score -8517281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8517287.000000 Penalty: 5325.489746
	Iteration 88Q: 3 clusters Score -8517287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -8517286.000000 Penalty: 5325.489746
	Iteration 89Q: 3 clusters Score -8517286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -8517289.000000 Penalty: 5325.489746
	Iteration 90Q: 3 clusters Score -8517289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8517301.000000 Penalty: 5325.489746
	Iteration 91Q: 3 clusters Score -8517301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8517297.000000 Penalty: 5325.489746
	Iteration 92Q: 3 clusters Score -8517297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -8517298.000000 Penalty: 5325.489746
	Iteration 93Q: 3 clusters Score -8517298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8517293.000000 Penalty: 5325.489746
	Iteration 94Q: 3 clusters Score -8517293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -8517295.000000 Penalty: 5325.489746
	Iteration 95Q: 3 clusters Score -8517295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -8517298.000000 Penalty: 5325.489746
	Iteration 96Q: 3 clusters Score -8517298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -8517297.000000 Penalty: 5325.489746
	Iteration 97Q: 3 clusters Score -8517297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8517295.000000 Penalty: 5325.489746
	Iteration 98Q: 3 clusters Score -8517295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8517296.000000 Penalty: 5325.489746
	Iteration 99Q: 3 clusters Score -8517296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8517296.000000 Penalty: 5325.489746
	Iteration 100F: 3 clusters Score -8517296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Entering Unmasked Estep 
Score: -6469365.000000 Penalty: 2593.556641
	Iteration 0F: 2 clusters Score -6469365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -6445947.000000 Penalty: 5187.113281
	Iteration 0F: 3 clusters Score -6445947 nChanged 15719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -6454377.000000 Penalty: 5187.113281
	Iteration 1F: 3 clusters Score -6454377 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -6454890.000000 Penalty: 5187.113281
	Iteration 2Q: 3 clusters Score -6454890 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -6455437.500000 Penalty: 5187.113281
	Iteration 3Q: 3 clusters Score -6455438 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -6456292.500000 Penalty: 5187.113281
	Iteration 4Q: 3 clusters Score -6456292 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -6457377.500000 Penalty: 5187.113281
	Iteration 5Q: 3 clusters Score -6457378 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -6458656.500000 Penalty: 5187.113281
	Iteration 6F: 3 clusters Score -6458656 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -6460227.500000 Penalty: 5187.113281
	Iteration 7F: 3 clusters Score -6460228 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -6462188.000000 Penalty: 5187.113281
	Iteration 8F: 3 clusters Score -6462188 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -6464324.500000 Penalty: 5187.113281
	Iteration 9F: 3 clusters Score -6464324 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -6466145.000000 Penalty: 5187.113281
	Iteration 10F: 3 clusters Score -6466145 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -6467057.000000 Penalty: 5187.113281
	Iteration 11Q: 3 clusters Score -6467057 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -6467402.000000 Penalty: 5187.113281
	Iteration 12Q: 3 clusters Score -6467402 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -6467508.000000 Penalty: 5187.113281
	Iteration 13Q: 3 clusters Score -6467508 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -6467561.000000 Penalty: 5187.113281
	Iteration 14Q: 3 clusters Score -6467561 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -6467586.500000 Penalty: 5187.113281
	Iteration 15Q: 3 clusters Score -6467586 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -6467613.500000 Penalty: 5187.113281
	Iteration 16Q: 3 clusters Score -6467614 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -6467629.500000 Penalty: 5187.113281
	Iteration 17Q: 3 clusters Score -6467630 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -6467633.000000 Penalty: 5187.113281
	Iteration 18Q: 3 clusters Score -6467633 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -6467648.500000 Penalty: 5187.113281
	Iteration 19Q: 3 clusters Score -6467648 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -6467641.500000 Penalty: 5187.113281
	Iteration 20F: 3 clusters Score -6467642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -6467666.000000 Penalty: 5187.113281
	Iteration 21Q: 3 clusters Score -6467666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -6467667.500000 Penalty: 5187.113281
	Iteration 22Q: 3 clusters Score -6467668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -6467672.500000 Penalty: 5187.113281
	Iteration 23Q: 3 clusters Score -6467672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -6467672.000000 Penalty: 5187.113281
	Iteration 24Q: 3 clusters Score -6467672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -6467700.000000 Penalty: 5187.113281
	Iteration 25Q: 3 clusters Score -6467700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6467722.500000 Penalty: 5187.113281
	Iteration 26Q: 3 clusters Score -6467722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -6467725.500000 Penalty: 5187.113281
	Iteration 27Q: 3 clusters Score -6467726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -6467729.000000 Penalty: 5187.113281
	Iteration 28Q: 3 clusters Score -6467729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -6467721.000000 Penalty: 5187.113281
	Iteration 29Q: 3 clusters Score -6467721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -6467716.500000 Penalty: 5187.113281
	Iteration 30Q: 3 clusters Score -6467716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -6467726.000000 Penalty: 5187.113281
	Iteration 31Q: 3 clusters Score -6467726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -6467749.000000 Penalty: 5187.113281
	Iteration 32Q: 3 clusters Score -6467749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -6467752.000000 Penalty: 5187.113281
	Iteration 33Q: 3 clusters Score -6467752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -6467746.000000 Penalty: 5187.113281
	Iteration 34Q: 3 clusters Score -6467746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -6467759.500000 Penalty: 5187.113281
	Iteration 35Q: 3 clusters Score -6467760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -6467759.500000 Penalty: 5187.113281
	Iteration 36Q: 3 clusters Score -6467760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -6467754.000000 Penalty: 5187.113281
	Iteration 37Q: 3 clusters Score -6467754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -6467762.500000 Penalty: 5187.113281
	Iteration 38Q: 3 clusters Score -6467762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -6467760.500000 Penalty: 5187.113281
	Iteration 39Q: 3 clusters Score -6467760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -6467767.000000 Penalty: 5187.113281
	Iteration 40F: 3 clusters Score -6467767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -6467761.000000 Penalty: 5187.113281
	Iteration 41Q: 3 clusters Score -6467761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -6467766.500000 Penalty: 5187.113281
	Iteration 42Q: 3 clusters Score -6467766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -6467769.500000 Penalty: 5187.113281
	Iteration 43Q: 3 clusters Score -6467770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -6467774.000000 Penalty: 5187.113281
	Iteration 44Q: 3 clusters Score -6467774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -6467785.000000 Penalty: 5187.113281
	Iteration 45Q: 3 clusters Score -6467785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -6467787.000000 Penalty: 5187.113281
	Iteration 46Q: 3 clusters Score -6467787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -6467783.500000 Penalty: 5187.113281
	Iteration 47Q: 3 clusters Score -6467784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -6467785.500000 Penalty: 5187.113281
	Iteration 48Q: 3 clusters Score -6467786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -6467781.500000 Penalty: 5187.113281
	Iteration 49Q: 3 clusters Score -6467782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -6467793.000000 Penalty: 5187.113281
	Iteration 50Q: 3 clusters Score -6467793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -6467779.000000 Penalty: 5187.113281
	Iteration 51Q: 3 clusters Score -6467779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -6467792.500000 Penalty: 5187.113281
	Iteration 52Q: 3 clusters Score -6467792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -6467797.000000 Penalty: 5187.113281
	Iteration 53Q: 3 clusters Score -6467797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -6467796.000000 Penalty: 5187.113281
	Iteration 54Q: 3 clusters Score -6467796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -6467793.000000 Penalty: 5187.113281
	Iteration 55Q: 3 clusters Score -6467793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -6467804.000000 Penalty: 5187.113281
	Iteration 56Q: 3 clusters Score -6467804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -6467808.000000 Penalty: 5187.113281
	Iteration 57Q: 3 clusters Score -6467808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -6467813.500000 Penalty: 5187.113281
	Iteration 58Q: 3 clusters Score -6467814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -6467814.500000 Penalty: 5187.113281
	Iteration 59Q: 3 clusters Score -6467814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -6467812.000000 Penalty: 5187.113281
	Iteration 60F: 3 clusters Score -6467812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -6467814.500000 Penalty: 5187.113281
	Iteration 61Q: 3 clusters Score -6467814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -6467823.000000 Penalty: 5187.113281
	Iteration 62Q: 3 clusters Score -6467823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -6467819.500000 Penalty: 5187.113281
	Iteration 63Q: 3 clusters Score -6467820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -6467821.500000 Penalty: 5187.113281
	Iteration 64Q: 3 clusters Score -6467822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -6467814.000000 Penalty: 5187.113281
	Iteration 65Q: 3 clusters Score -6467814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -6467819.500000 Penalty: 5187.113281
	Iteration 66Q: 3 clusters Score -6467820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -6467817.500000 Penalty: 5187.113281
	Iteration 67Q: 3 clusters Score -6467818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -6467830.000000 Penalty: 5187.113281
	Iteration 68Q: 3 clusters Score -6467830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -6467821.000000 Penalty: 5187.113281
	Iteration 69Q: 3 clusters Score -6467821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -6467822.000000 Penalty: 5187.113281
	Iteration 70Q: 3 clusters Score -6467822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -6467822.000000 Penalty: 5187.113281
	Iteration 71Q: 3 clusters Score -6467822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -6467829.500000 Penalty: 5187.113281
	Iteration 72Q: 3 clusters Score -6467830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -6467833.000000 Penalty: 5187.113281
	Iteration 73Q: 3 clusters Score -6467833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -6467832.000000 Penalty: 5187.113281
	Iteration 74Q: 3 clusters Score -6467832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -6467836.000000 Penalty: 5187.113281
	Iteration 75Q: 3 clusters Score -6467836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -6467827.000000 Penalty: 5187.113281
	Iteration 76Q: 3 clusters Score -6467827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -6467825.500000 Penalty: 5187.113281
	Iteration 77Q: 3 clusters Score -6467826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -6467829.500000 Penalty: 5187.113281
	Iteration 78Q: 3 clusters Score -6467830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -6467823.500000 Penalty: 5187.113281
	Iteration 79Q: 3 clusters Score -6467824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -6467813.000000 Penalty: 5187.113281
	Iteration 80F: 3 clusters Score -6467813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -6467818.500000 Penalty: 5187.113281
	Iteration 81Q: 3 clusters Score -6467818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -6467816.500000 Penalty: 5187.113281
	Iteration 82Q: 3 clusters Score -6467816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -6467815.500000 Penalty: 5187.113281
	Iteration 83Q: 3 clusters Score -6467816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -6467816.000000 Penalty: 5187.113281
	Iteration 84Q: 3 clusters Score -6467816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -6467818.000000 Penalty: 5187.113281
	Iteration 85Q: 3 clusters Score -6467818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -6467818.000000 Penalty: 5187.113281
	Iteration 86Q: 3 clusters Score -6467818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -6467818.000000 Penalty: 5187.113281
	Iteration 87F: 3 clusters Score -6467818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Entering Unmasked Estep 
Score: -8348544.500000 Penalty: 2656.043457
	Iteration 0F: 2 clusters Score -8348544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -8319069.000000 Penalty: 5312.086914
	Iteration 0F: 3 clusters Score -8319069 nChanged 20709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -8330619.500000 Penalty: 5312.086914
	Iteration 1F: 3 clusters Score -8330620 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -8331113.500000 Penalty: 5312.086914
	Iteration 2Q: 3 clusters Score -8331114 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -8331602.000000 Penalty: 5312.086914
	Iteration 3Q: 3 clusters Score -8331602 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -8332129.000000 Penalty: 5312.086914
	Iteration 4Q: 3 clusters Score -8332129 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -8332791.000000 Penalty: 5312.086914
	Iteration 5Q: 3 clusters Score -8332791 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -8333843.000000 Penalty: 5312.086914
	Iteration 6Q: 3 clusters Score -8333843 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -8335452.000000 Penalty: 5312.086914
	Iteration 7F: 3 clusters Score -8335452 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -8337806.000000 Penalty: 5312.086914
	Iteration 8F: 3 clusters Score -8337806 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -8340890.500000 Penalty: 5312.086914
	Iteration 9F: 3 clusters Score -8340890 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -8343721.500000 Penalty: 5312.086914
	Iteration 10F: 3 clusters Score -8343722 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8345190.500000 Penalty: 5312.086914
	Iteration 11Q: 3 clusters Score -8345190 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8345757.500000 Penalty: 5312.086914
	Iteration 12Q: 3 clusters Score -8345758 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8346003.000000 Penalty: 5312.086914
	Iteration 13Q: 3 clusters Score -8346003 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8346123.500000 Penalty: 5312.086914
	Iteration 14Q: 3 clusters Score -8346124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8346167.000000 Penalty: 5312.086914
	Iteration 15Q: 3 clusters Score -8346167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8346193.000000 Penalty: 5312.086914
	Iteration 16Q: 3 clusters Score -8346193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8346223.000000 Penalty: 5312.086914
	Iteration 17Q: 3 clusters Score -8346223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8346227.500000 Penalty: 5312.086914
	Iteration 18Q: 3 clusters Score -8346228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8346237.500000 Penalty: 5312.086914
	Iteration 19Q: 3 clusters Score -8346238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8346237.000000 Penalty: 5312.086914
	Iteration 20F: 3 clusters Score -8346237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8346239.500000 Penalty: 5312.086914
	Iteration 21Q: 3 clusters Score -8346240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8346243.500000 Penalty: 5312.086914
	Iteration 22Q: 3 clusters Score -8346244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8346250.500000 Penalty: 5312.086914
	Iteration 23Q: 3 clusters Score -8346250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8346254.000000 Penalty: 5312.086914
	Iteration 24Q: 3 clusters Score -8346254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8346254.000000 Penalty: 5312.086914
	Iteration 25F: 3 clusters Score -8346254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -128694.320312 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -128694.3 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 538 members 
Entering Unmasked Estep 
Score: -126899.445312 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -126899.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127536.656250 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -127536.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127845.343750 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -127845.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -128160.867188 Penalty: 3439.460938
	Iteration 3F: 3 clusters Score -128160.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -128507.867188 Penalty: 3439.460938
	Iteration 4F: 3 clusters Score -128507.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -128698.359375 Penalty: 3439.460938
	Iteration 5F: 3 clusters Score -128698.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -128830.812500 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -128830.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -128970.156250 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -128970.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -129127.828125 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -129127.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -129234.914062 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -129234.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -129338.375000 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -129338.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -129411.304688 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -129411.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129443.484375 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -129443.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -129461.468750 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -129461.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129478.171875 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -129478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129493.875000 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -129493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -129507.414062 Penalty: 3439.460938
	Iteration 16Q: 3 clusters Score -129507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129516.570312 Penalty: 3439.460938
	Iteration 17Q: 3 clusters Score -129516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -129523.648438 Penalty: 3439.460938
	Iteration 18Q: 3 clusters Score -129523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -129529.695312 Penalty: 3439.460938
	Iteration 19Q: 3 clusters Score -129529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -129532.312500 Penalty: 3439.460938
	Iteration 20F: 3 clusters Score -129532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -129535.523438 Penalty: 3439.460938
	Iteration 21Q: 3 clusters Score -129535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -129544.531250 Penalty: 3439.460938
	Iteration 22Q: 3 clusters Score -129544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -129550.320312 Penalty: 3439.460938
	Iteration 23Q: 3 clusters Score -129550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -129551.765625 Penalty: 3439.460938
	Iteration 24Q: 3 clusters Score -129551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -129554.781250 Penalty: 3439.460938
	Iteration 25Q: 3 clusters Score -129554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -129555.781250 Penalty: 3439.460938
	Iteration 26Q: 3 clusters Score -129555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -129555.781250 Penalty: 3439.460938
	Iteration 27F: 3 clusters Score -129555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 45673 members 
Mstep: Class 4 contains 40754 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 47825 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 41652 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 40185 members 
Mstep: Class 11 contains 46022 members 
Mstep: Class 12 contains 34818 members 
Mstep: Class 13 contains 44795 members 
Mstep: Class 14 contains 511 members 
Mstep: Class 15 contains 44979 members 
Mstep: Class 16 contains 45885 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 46562 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 19228 members 
Mstep: Class 21 contains 48398 members 
Mstep: Class 22 contains 516 members 
Entering Unmasked Estep 
Score: -106677720.000000 Penalty: 72451.218750
Splitting cluster 14 changes total score from -106680288.000000 to -106677720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (44979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Entering Unmasked Estep 
Score: -8402477.000000 Penalty: 2657.059814
	Iteration 0F: 2 clusters Score -8402477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -8373744.000000 Penalty: 5314.119629
	Iteration 0F: 3 clusters Score -8373744 nChanged 20814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -8385125.000000 Penalty: 5314.119629
	Iteration 1F: 3 clusters Score -8385125 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -8385730.000000 Penalty: 5314.119629
	Iteration 2Q: 3 clusters Score -8385730 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -8386412.000000 Penalty: 5314.119629
	Iteration 3Q: 3 clusters Score -8386412 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -8387186.000000 Penalty: 5314.119629
	Iteration 4Q: 3 clusters Score -8387186 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -8388244.500000 Penalty: 5314.119629
	Iteration 5F: 3 clusters Score -8388244 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -8389788.000000 Penalty: 5314.119629
	Iteration 6F: 3 clusters Score -8389788 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -8392029.000000 Penalty: 5314.119629
	Iteration 7F: 3 clusters Score -8392029 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -8394876.000000 Penalty: 5314.119629
	Iteration 8F: 3 clusters Score -8394876 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -8397582.000000 Penalty: 5314.119629
	Iteration 9F: 3 clusters Score -8397582 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8399419.000000 Penalty: 5314.119629
	Iteration 10Q: 3 clusters Score -8399419 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8400047.000000 Penalty: 5314.119629
	Iteration 11Q: 3 clusters Score -8400047 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8400194.000000 Penalty: 5314.119629
	Iteration 12Q: 3 clusters Score -8400194 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8400232.000000 Penalty: 5314.119629
	Iteration 13Q: 3 clusters Score -8400232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8400258.000000 Penalty: 5314.119629
	Iteration 14Q: 3 clusters Score -8400258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8400287.000000 Penalty: 5314.119629
	Iteration 15Q: 3 clusters Score -8400287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8400292.000000 Penalty: 5314.119629
	Iteration 16Q: 3 clusters Score -8400292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8400312.000000 Penalty: 5314.119629
	Iteration 17Q: 3 clusters Score -8400312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8400329.000000 Penalty: 5314.119629
	Iteration 18Q: 3 clusters Score -8400329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8400333.000000 Penalty: 5314.119629
	Iteration 19Q: 3 clusters Score -8400333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8400333.000000 Penalty: 5314.119629
	Iteration 20F: 3 clusters Score -8400333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Entering Unmasked Estep 
Score: -8461210.000000 Penalty: 2662.005615
	Iteration 0F: 2 clusters Score -8461210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8431861.000000 Penalty: 5324.011230
	Iteration 0F: 3 clusters Score -8431861 nChanged 21189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -8443947.000000 Penalty: 5324.011230
	Iteration 1F: 3 clusters Score -8443947 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -8444677.000000 Penalty: 5324.011230
	Iteration 2Q: 3 clusters Score -8444677 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -8445581.000000 Penalty: 5324.011230
	Iteration 3Q: 3 clusters Score -8445581 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -8446709.000000 Penalty: 5324.011230
	Iteration 4Q: 3 clusters Score -8446709 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -8448217.000000 Penalty: 5324.011230
	Iteration 5F: 3 clusters Score -8448217 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -8449927.000000 Penalty: 5324.011230
	Iteration 6F: 3 clusters Score -8449927 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -8452191.000000 Penalty: 5324.011230
	Iteration 7F: 3 clusters Score -8452191 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -8454841.000000 Penalty: 5324.011230
	Iteration 8F: 3 clusters Score -8454841 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -8456710.000000 Penalty: 5324.011230
	Iteration 9F: 3 clusters Score -8456710 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -8457469.000000 Penalty: 5324.011230
	Iteration 10Q: 3 clusters Score -8457469 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -8457829.000000 Penalty: 5324.011230
	Iteration 11Q: 3 clusters Score -8457829 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -8458058.000000 Penalty: 5324.011230
	Iteration 12Q: 3 clusters Score -8458058 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -8458239.000000 Penalty: 5324.011230
	Iteration 13Q: 3 clusters Score -8458239 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -8458326.000000 Penalty: 5324.011230
	Iteration 14Q: 3 clusters Score -8458326 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -8458464.000000 Penalty: 5324.011230
	Iteration 15Q: 3 clusters Score -8458464 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -8458595.000000 Penalty: 5324.011230
	Iteration 16Q: 3 clusters Score -8458595 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -8458735.000000 Penalty: 5324.011230
	Iteration 17Q: 3 clusters Score -8458735 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -8458801.000000 Penalty: 5324.011230
	Iteration 18Q: 3 clusters Score -8458801 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -8458872.000000 Penalty: 5324.011230
	Iteration 19Q: 3 clusters Score -8458872 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -8458992.000000 Penalty: 5324.011230
	Iteration 20F: 3 clusters Score -8458992 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -8459109.000000 Penalty: 5324.011230
	Iteration 21Q: 3 clusters Score -8459109 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -8459212.000000 Penalty: 5324.011230
	Iteration 22Q: 3 clusters Score -8459212 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -8459295.000000 Penalty: 5324.011230
	Iteration 23Q: 3 clusters Score -8459295 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -8459431.000000 Penalty: 5324.011230
	Iteration 24Q: 3 clusters Score -8459431 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -8459501.000000 Penalty: 5324.011230
	Iteration 25Q: 3 clusters Score -8459501 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -8459536.000000 Penalty: 5324.011230
	Iteration 26Q: 3 clusters Score -8459536 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -8459591.000000 Penalty: 5324.011230
	Iteration 27Q: 3 clusters Score -8459591 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -8459620.000000 Penalty: 5324.011230
	Iteration 28Q: 3 clusters Score -8459620 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -8459660.000000 Penalty: 5324.011230
	Iteration 29Q: 3 clusters Score -8459660 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -8459711.000000 Penalty: 5324.011230
	Iteration 30Q: 3 clusters Score -8459711 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -8459770.000000 Penalty: 5324.011230
	Iteration 31Q: 3 clusters Score -8459770 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -8459830.000000 Penalty: 5324.011230
	Iteration 32Q: 3 clusters Score -8459830 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -8459865.000000 Penalty: 5324.011230
	Iteration 33Q: 3 clusters Score -8459865 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -8459900.000000 Penalty: 5324.011230
	Iteration 34Q: 3 clusters Score -8459900 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -8459965.000000 Penalty: 5324.011230
	Iteration 35Q: 3 clusters Score -8459965 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -8459999.000000 Penalty: 5324.011230
	Iteration 36Q: 3 clusters Score -8459999 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -8460062.000000 Penalty: 5324.011230
	Iteration 37Q: 3 clusters Score -8460062 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -8460054.000000 Penalty: 5324.011230
	Iteration 38Q: 3 clusters Score -8460054 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -8460052.000000 Penalty: 5324.011230
	Iteration 39Q: 3 clusters Score -8460052 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8460031.000000 Penalty: 5324.011230
	Iteration 40F: 3 clusters Score -8460031 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8459999.000000 Penalty: 5324.011230
	Iteration 41Q: 3 clusters Score -8459999 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8459964.000000 Penalty: 5324.011230
	Iteration 42Q: 3 clusters Score -8459964 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8459919.000000 Penalty: 5324.011230
	Iteration 43Q: 3 clusters Score -8459919 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8459886.000000 Penalty: 5324.011230
	Iteration 44Q: 3 clusters Score -8459886 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8459838.000000 Penalty: 5324.011230
	Iteration 45Q: 3 clusters Score -8459838 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8459784.000000 Penalty: 5324.011230
	Iteration 46Q: 3 clusters Score -8459784 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8459726.000000 Penalty: 5324.011230
	Iteration 47Q: 3 clusters Score -8459726 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8459694.000000 Penalty: 5324.011230
	Iteration 48Q: 3 clusters Score -8459694 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8459631.000000 Penalty: 5324.011230
	Iteration 49Q: 3 clusters Score -8459631 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8459597.000000 Penalty: 5324.011230
	Iteration 50Q: 3 clusters Score -8459597 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8459565.000000 Penalty: 5324.011230
	Iteration 51Q: 3 clusters Score -8459565 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8459549.000000 Penalty: 5324.011230
	Iteration 52Q: 3 clusters Score -8459549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8459540.000000 Penalty: 5324.011230
	Iteration 53Q: 3 clusters Score -8459540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8459523.000000 Penalty: 5324.011230
	Iteration 54Q: 3 clusters Score -8459523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8459498.000000 Penalty: 5324.011230
	Iteration 55Q: 3 clusters Score -8459498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8459477.000000 Penalty: 5324.011230
	Iteration 56Q: 3 clusters Score -8459477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8459493.000000 Penalty: 5324.011230
	Iteration 57Q: 3 clusters Score -8459493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8459475.000000 Penalty: 5324.011230
	Iteration 58Q: 3 clusters Score -8459475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8459463.000000 Penalty: 5324.011230
	Iteration 59Q: 3 clusters Score -8459463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8459447.000000 Penalty: 5324.011230
	Iteration 60F: 3 clusters Score -8459447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8459453.000000 Penalty: 5324.011230
	Iteration 61Q: 3 clusters Score -8459453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8459442.000000 Penalty: 5324.011230
	Iteration 62Q: 3 clusters Score -8459442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8459439.000000 Penalty: 5324.011230
	Iteration 63Q: 3 clusters Score -8459439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8459433.000000 Penalty: 5324.011230
	Iteration 64Q: 3 clusters Score -8459433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8459418.000000 Penalty: 5324.011230
	Iteration 65Q: 3 clusters Score -8459418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8459411.000000 Penalty: 5324.011230
	Iteration 66Q: 3 clusters Score -8459411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8459401.000000 Penalty: 5324.011230
	Iteration 67Q: 3 clusters Score -8459401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8459402.000000 Penalty: 5324.011230
	Iteration 68Q: 3 clusters Score -8459402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8459409.000000 Penalty: 5324.011230
	Iteration 69Q: 3 clusters Score -8459409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8459398.000000 Penalty: 5324.011230
	Iteration 70Q: 3 clusters Score -8459398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8459388.000000 Penalty: 5324.011230
	Iteration 71Q: 3 clusters Score -8459388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8459383.000000 Penalty: 5324.011230
	Iteration 72Q: 3 clusters Score -8459383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8459371.000000 Penalty: 5324.011230
	Iteration 73Q: 3 clusters Score -8459371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8459375.000000 Penalty: 5324.011230
	Iteration 74Q: 3 clusters Score -8459375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8459368.000000 Penalty: 5324.011230
	Iteration 75Q: 3 clusters Score -8459368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8459357.000000 Penalty: 5324.011230
	Iteration 76Q: 3 clusters Score -8459357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8459369.000000 Penalty: 5324.011230
	Iteration 77Q: 3 clusters Score -8459369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8459376.000000 Penalty: 5324.011230
	Iteration 78Q: 3 clusters Score -8459376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8459370.000000 Penalty: 5324.011230
	Iteration 79Q: 3 clusters Score -8459370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8459370.000000 Penalty: 5324.011230
	Iteration 80F: 3 clusters Score -8459370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8459369.000000 Penalty: 5324.011230
	Iteration 81Q: 3 clusters Score -8459369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8459372.000000 Penalty: 5324.011230
	Iteration 82Q: 3 clusters Score -8459372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8459368.000000 Penalty: 5324.011230
	Iteration 83Q: 3 clusters Score -8459368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8459367.000000 Penalty: 5324.011230
	Iteration 84Q: 3 clusters Score -8459367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8459376.000000 Penalty: 5324.011230
	Iteration 85Q: 3 clusters Score -8459376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8459379.000000 Penalty: 5324.011230
	Iteration 86Q: 3 clusters Score -8459379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8459380.000000 Penalty: 5324.011230
	Iteration 87Q: 3 clusters Score -8459380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8459379.000000 Penalty: 5324.011230
	Iteration 88Q: 3 clusters Score -8459379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8459379.000000 Penalty: 5324.011230
	Iteration 89Q: 3 clusters Score -8459379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8459380.000000 Penalty: 5324.011230
	Iteration 90Q: 3 clusters Score -8459380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8459380.000000 Penalty: 5324.011230
	Iteration 91F: 3 clusters Score -8459380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -524017.968750 Penalty: 1986.980469
	Iteration 0F: 2 clusters Score -524018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -520723.406250 Penalty: 3973.960938
	Iteration 0F: 3 clusters Score -520723.4 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -521467.562500 Penalty: 3973.960938
	Iteration 1F: 3 clusters Score -521467.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -521702.375000 Penalty: 3973.960938
	Iteration 2F: 3 clusters Score -521702.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -521876.312500 Penalty: 3973.960938
	Iteration 3F: 3 clusters Score -521876.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -522044.187500 Penalty: 3973.960938
	Iteration 4F: 3 clusters Score -522044.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -522207.750000 Penalty: 3973.960938
	Iteration 5Q: 3 clusters Score -522207.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -522363.593750 Penalty: 3973.960938
	Iteration 6Q: 3 clusters Score -522363.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -522479.437500 Penalty: 3973.960938
	Iteration 7Q: 3 clusters Score -522479.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -522546.281250 Penalty: 3973.960938
	Iteration 8Q: 3 clusters Score -522546.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -522619.281250 Penalty: 3973.960938
	Iteration 9Q: 3 clusters Score -522619.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -522695.906250 Penalty: 3973.960938
	Iteration 10Q: 3 clusters Score -522695.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -522770.937500 Penalty: 3973.960938
	Iteration 11Q: 3 clusters Score -522770.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -522845.406250 Penalty: 3973.960938
	Iteration 12Q: 3 clusters Score -522845.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -522889.281250 Penalty: 3973.960938
	Iteration 13Q: 3 clusters Score -522889.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -522934.937500 Penalty: 3973.960938
	Iteration 14Q: 3 clusters Score -522934.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -522984.937500 Penalty: 3973.960938
	Iteration 15Q: 3 clusters Score -522984.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -523024.343750 Penalty: 3973.960938
	Iteration 16Q: 3 clusters Score -523024.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -523057.312500 Penalty: 3973.960938
	Iteration 17Q: 3 clusters Score -523057.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -523077.000000 Penalty: 3973.960938
	Iteration 18Q: 3 clusters Score -523077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -523099.406250 Penalty: 3973.960938
	Iteration 19Q: 3 clusters Score -523099.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -523114.312500 Penalty: 3973.960938
	Iteration 20F: 3 clusters Score -523114.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -523150.656250 Penalty: 3973.960938
	Iteration 21Q: 3 clusters Score -523150.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -523200.468750 Penalty: 3973.960938
	Iteration 22Q: 3 clusters Score -523200.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -523253.437500 Penalty: 3973.960938
	Iteration 23Q: 3 clusters Score -523253.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -523272.281250 Penalty: 3973.960938
	Iteration 24Q: 3 clusters Score -523272.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -523288.093750 Penalty: 3973.960938
	Iteration 25Q: 3 clusters Score -523288.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -523293.718750 Penalty: 3973.960938
	Iteration 26Q: 3 clusters Score -523293.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -523300.218750 Penalty: 3973.960938
	Iteration 27Q: 3 clusters Score -523300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -523304.968750 Penalty: 3973.960938
	Iteration 28Q: 3 clusters Score -523305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -523309.125000 Penalty: 3973.960938
	Iteration 29Q: 3 clusters Score -523309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -523312.843750 Penalty: 3973.960938
	Iteration 30Q: 3 clusters Score -523312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -523314.843750 Penalty: 3973.960938
	Iteration 31Q: 3 clusters Score -523314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -523318.312500 Penalty: 3973.960938
	Iteration 32Q: 3 clusters Score -523318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -523319.000000 Penalty: 3973.960938
	Iteration 33Q: 3 clusters Score -523319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -523319.687500 Penalty: 3973.960938
	Iteration 34Q: 3 clusters Score -523319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -523320.500000 Penalty: 3973.960938
	Iteration 35Q: 3 clusters Score -523320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -523321.375000 Penalty: 3973.960938
	Iteration 36Q: 3 clusters Score -523321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -523321.250000 Penalty: 3973.960938
	Iteration 37Q: 3 clusters Score -523321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -523321.718750 Penalty: 3973.960938
	Iteration 38Q: 3 clusters Score -523321.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -523321.718750 Penalty: 3973.960938
	Iteration 39F: 3 clusters Score -523321.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Entering Unmasked Estep 
Score: -8709021.000000 Penalty: 2665.637939
	Iteration 0F: 2 clusters Score -8709021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -8679995.000000 Penalty: 5331.275879
	Iteration 0F: 3 clusters Score -8679995 nChanged 21477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -8691728.000000 Penalty: 5331.275879
	Iteration 1F: 3 clusters Score -8691728 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -8692251.000000 Penalty: 5331.275879
	Iteration 2Q: 3 clusters Score -8692251 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -8692726.000000 Penalty: 5331.275879
	Iteration 3Q: 3 clusters Score -8692726 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -8693199.000000 Penalty: 5331.275879
	Iteration 4Q: 3 clusters Score -8693199 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -8693790.000000 Penalty: 5331.275879
	Iteration 5Q: 3 clusters Score -8693790 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -8694535.000000 Penalty: 5331.275879
	Iteration 6Q: 3 clusters Score -8694535 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -8695580.000000 Penalty: 5331.275879
	Iteration 7Q: 3 clusters Score -8695580 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -8697070.000000 Penalty: 5331.275879
	Iteration 8F: 3 clusters Score -8697070 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -8698819.000000 Penalty: 5331.275879
	Iteration 9F: 3 clusters Score -8698819 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -8700595.000000 Penalty: 5331.275879
	Iteration 10F: 3 clusters Score -8700595 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -8702046.000000 Penalty: 5331.275879
	Iteration 11Q: 3 clusters Score -8702046 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -8703227.000000 Penalty: 5331.275879
	Iteration 12Q: 3 clusters Score -8703227 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -8704077.000000 Penalty: 5331.275879
	Iteration 13Q: 3 clusters Score -8704077 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -8704762.000000 Penalty: 5331.275879
	Iteration 14Q: 3 clusters Score -8704762 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -8705185.000000 Penalty: 5331.275879
	Iteration 15Q: 3 clusters Score -8705185 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -8705495.000000 Penalty: 5331.275879
	Iteration 16Q: 3 clusters Score -8705495 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -8705796.000000 Penalty: 5331.275879
	Iteration 17Q: 3 clusters Score -8705796 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -8706071.000000 Penalty: 5331.275879
	Iteration 18Q: 3 clusters Score -8706071 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -8706290.000000 Penalty: 5331.275879
	Iteration 19Q: 3 clusters Score -8706290 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -8706470.000000 Penalty: 5331.275879
	Iteration 20F: 3 clusters Score -8706470 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -8706633.000000 Penalty: 5331.275879
	Iteration 21Q: 3 clusters Score -8706633 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -8706758.000000 Penalty: 5331.275879
	Iteration 22Q: 3 clusters Score -8706758 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -8706861.000000 Penalty: 5331.275879
	Iteration 23Q: 3 clusters Score -8706861 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -8706959.000000 Penalty: 5331.275879
	Iteration 24Q: 3 clusters Score -8706959 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -8707019.000000 Penalty: 5331.275879
	Iteration 25Q: 3 clusters Score -8707019 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -8707127.000000 Penalty: 5331.275879
	Iteration 26Q: 3 clusters Score -8707127 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -8707178.000000 Penalty: 5331.275879
	Iteration 27Q: 3 clusters Score -8707178 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -8707254.000000 Penalty: 5331.275879
	Iteration 28Q: 3 clusters Score -8707254 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -8707274.000000 Penalty: 5331.275879
	Iteration 29Q: 3 clusters Score -8707274 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -8707299.000000 Penalty: 5331.275879
	Iteration 30Q: 3 clusters Score -8707299 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -8707300.000000 Penalty: 5331.275879
	Iteration 31Q: 3 clusters Score -8707300 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -8707359.000000 Penalty: 5331.275879
	Iteration 32Q: 3 clusters Score -8707359 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -8707375.000000 Penalty: 5331.275879
	Iteration 33Q: 3 clusters Score -8707375 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -8707354.000000 Penalty: 5331.275879
	Iteration 34Q: 3 clusters Score -8707354 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -8707330.000000 Penalty: 5331.275879
	Iteration 35Q: 3 clusters Score -8707330 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -8707337.000000 Penalty: 5331.275879
	Iteration 36Q: 3 clusters Score -8707337 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -8707342.000000 Penalty: 5331.275879
	Iteration 37Q: 3 clusters Score -8707342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -8707330.000000 Penalty: 5331.275879
	Iteration 38Q: 3 clusters Score -8707330 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -8707339.000000 Penalty: 5331.275879
	Iteration 39Q: 3 clusters Score -8707339 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8707333.000000 Penalty: 5331.275879
	Iteration 40F: 3 clusters Score -8707333 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -8707343.000000 Penalty: 5331.275879
	Iteration 41Q: 3 clusters Score -8707343 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -8707335.000000 Penalty: 5331.275879
	Iteration 42Q: 3 clusters Score -8707335 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8707334.000000 Penalty: 5331.275879
	Iteration 43Q: 3 clusters Score -8707334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -8707322.000000 Penalty: 5331.275879
	Iteration 44Q: 3 clusters Score -8707322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -8707336.000000 Penalty: 5331.275879
	Iteration 45Q: 3 clusters Score -8707336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -8707311.000000 Penalty: 5331.275879
	Iteration 46Q: 3 clusters Score -8707311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -8707300.000000 Penalty: 5331.275879
	Iteration 47Q: 3 clusters Score -8707300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -8707306.000000 Penalty: 5331.275879
	Iteration 48Q: 3 clusters Score -8707306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -8707290.000000 Penalty: 5331.275879
	Iteration 49Q: 3 clusters Score -8707290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -8707303.000000 Penalty: 5331.275879
	Iteration 50Q: 3 clusters Score -8707303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -8707315.000000 Penalty: 5331.275879
	Iteration 51Q: 3 clusters Score -8707315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -8707312.000000 Penalty: 5331.275879
	Iteration 52Q: 3 clusters Score -8707312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -8707324.000000 Penalty: 5331.275879
	Iteration 53Q: 3 clusters Score -8707324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -8707327.000000 Penalty: 5331.275879
	Iteration 54Q: 3 clusters Score -8707327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -8707320.000000 Penalty: 5331.275879
	Iteration 55Q: 3 clusters Score -8707320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -8707326.000000 Penalty: 5331.275879
	Iteration 56Q: 3 clusters Score -8707326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8707309.000000 Penalty: 5331.275879
	Iteration 57Q: 3 clusters Score -8707309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -8707294.000000 Penalty: 5331.275879
	Iteration 58Q: 3 clusters Score -8707294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8707299.000000 Penalty: 5331.275879
	Iteration 59Q: 3 clusters Score -8707299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -8707316.000000 Penalty: 5331.275879
	Iteration 60F: 3 clusters Score -8707316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8707318.000000 Penalty: 5331.275879
	Iteration 61Q: 3 clusters Score -8707318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8707315.000000 Penalty: 5331.275879
	Iteration 62Q: 3 clusters Score -8707315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8707317.000000 Penalty: 5331.275879
	Iteration 63Q: 3 clusters Score -8707317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -8707322.000000 Penalty: 5331.275879
	Iteration 64Q: 3 clusters Score -8707322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8707326.000000 Penalty: 5331.275879
	Iteration 65Q: 3 clusters Score -8707326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -8707331.000000 Penalty: 5331.275879
	Iteration 66Q: 3 clusters Score -8707331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -8707329.000000 Penalty: 5331.275879
	Iteration 67Q: 3 clusters Score -8707329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -8707315.000000 Penalty: 5331.275879
	Iteration 68Q: 3 clusters Score -8707315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -8707314.000000 Penalty: 5331.275879
	Iteration 69Q: 3 clusters Score -8707314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8707322.000000 Penalty: 5331.275879
	Iteration 70Q: 3 clusters Score -8707322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -8707335.000000 Penalty: 5331.275879
	Iteration 71Q: 3 clusters Score -8707335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8707339.000000 Penalty: 5331.275879
	Iteration 72Q: 3 clusters Score -8707339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8707327.000000 Penalty: 5331.275879
	Iteration 73Q: 3 clusters Score -8707327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -8707329.000000 Penalty: 5331.275879
	Iteration 74Q: 3 clusters Score -8707329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8707326.000000 Penalty: 5331.275879
	Iteration 75Q: 3 clusters Score -8707326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -8707328.000000 Penalty: 5331.275879
	Iteration 76Q: 3 clusters Score -8707328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -8707329.000000 Penalty: 5331.275879
	Iteration 77Q: 3 clusters Score -8707329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8707320.000000 Penalty: 5331.275879
	Iteration 78Q: 3 clusters Score -8707320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -8707332.000000 Penalty: 5331.275879
	Iteration 79Q: 3 clusters Score -8707332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -8707332.000000 Penalty: 5331.275879
	Iteration 80F: 3 clusters Score -8707332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8707328.000000 Penalty: 5331.275879
	Iteration 81Q: 3 clusters Score -8707328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -8707342.000000 Penalty: 5331.275879
	Iteration 82Q: 3 clusters Score -8707342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8707334.000000 Penalty: 5331.275879
	Iteration 83Q: 3 clusters Score -8707334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -8707339.000000 Penalty: 5331.275879
	Iteration 84Q: 3 clusters Score -8707339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8707341.000000 Penalty: 5331.275879
	Iteration 85Q: 3 clusters Score -8707341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8707337.000000 Penalty: 5331.275879
	Iteration 86Q: 3 clusters Score -8707337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -8707345.000000 Penalty: 5331.275879
	Iteration 87Q: 3 clusters Score -8707345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -8707342.000000 Penalty: 5331.275879
	Iteration 88Q: 3 clusters Score -8707342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -8707350.000000 Penalty: 5331.275879
	Iteration 89Q: 3 clusters Score -8707350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -8707354.000000 Penalty: 5331.275879
	Iteration 90Q: 3 clusters Score -8707354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8707353.000000 Penalty: 5331.275879
	Iteration 91Q: 3 clusters Score -8707353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -8707361.000000 Penalty: 5331.275879
	Iteration 92Q: 3 clusters Score -8707361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -8707348.000000 Penalty: 5331.275879
	Iteration 93Q: 3 clusters Score -8707348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -8707353.000000 Penalty: 5331.275879
	Iteration 94Q: 3 clusters Score -8707353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -8707350.000000 Penalty: 5331.275879
	Iteration 95Q: 3 clusters Score -8707350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -8707353.000000 Penalty: 5331.275879
	Iteration 96Q: 3 clusters Score -8707353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8707347.000000 Penalty: 5331.275879
	Iteration 97Q: 3 clusters Score -8707347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -8707340.000000 Penalty: 5331.275879
	Iteration 98Q: 3 clusters Score -8707340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -8707340.000000 Penalty: 5331.275879
	Iteration 99F: 3 clusters Score -8707340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -41953.718750 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -41953.72 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 240 members 
Entering Unmasked Estep 
Score: -40891.851562 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -40891.85 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41501.632812 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -41501.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41790.949219 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -41790.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42042.753906 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -42042.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42203.730469 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -42203.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42217.140625 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -42217.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42221.921875 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -42221.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42227.195312 Penalty: 3070.396484
	Iteration 7F: 3 clusters Score -42227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42342.429688 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -42342.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42390.136719 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -42390.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42410.437500 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -42410.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42436.960938 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -42436.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42512.355469 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -42512.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42538.445312 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -42538.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42572.664062 Penalty: 3070.396484
	Iteration 14Q: 3 clusters Score -42572.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42586.414062 Penalty: 3070.396484
	Iteration 15Q: 3 clusters Score -42586.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42616.890625 Penalty: 3070.396484
	Iteration 16Q: 3 clusters Score -42616.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42676.316406 Penalty: 3070.396484
	Iteration 17Q: 3 clusters Score -42676.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42749.144531 Penalty: 3070.396484
	Iteration 18Q: 3 clusters Score -42749.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42760.589844 Penalty: 3070.396484
	Iteration 19Q: 3 clusters Score -42760.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42769.562500 Penalty: 3070.396484
	Iteration 20F: 3 clusters Score -42769.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42836.765625 Penalty: 3070.396484
	Iteration 21Q: 3 clusters Score -42836.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42836.765625 Penalty: 3070.396484
	Iteration 22F: 3 clusters Score -42836.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 45673 members 
Mstep: Class 4 contains 40754 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 47825 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 41652 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 40185 members 
Mstep: Class 11 contains 46022 members 
Mstep: Class 12 contains 34818 members 
Mstep: Class 13 contains 44795 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44979 members 
Mstep: Class 16 contains 45885 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 46562 members 
Mstep: Class 19 contains 326 members 
Mstep: Class 20 contains 19228 members 
Mstep: Class 21 contains 48398 members 
Mstep: Class 22 contains 162 members 
Entering Unmasked Estep 
Score: -106677488.000000 Penalty: 72451.218750
Splitting cluster 19 changes total score from -106680288.000000 to -106677488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -3559985.000000 Penalty: 2446.302246
	Iteration 0F: 2 clusters Score -3559985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3546435.500000 Penalty: 4892.604492
	Iteration 0F: 3 clusters Score -3546436 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3550895.500000 Penalty: 4892.604492
	Iteration 1F: 3 clusters Score -3550896 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3551228.750000 Penalty: 4892.604492
	Iteration 2Q: 3 clusters Score -3551229 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3551523.500000 Penalty: 4892.604492
	Iteration 3Q: 3 clusters Score -3551524 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3551846.000000 Penalty: 4892.604492
	Iteration 4Q: 3 clusters Score -3551846 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3552246.000000 Penalty: 4892.604492
	Iteration 5Q: 3 clusters Score -3552246 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3552742.250000 Penalty: 4892.604492
	Iteration 6Q: 3 clusters Score -3552742 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3553329.250000 Penalty: 4892.604492
	Iteration 7F: 3 clusters Score -3553329 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3553977.250000 Penalty: 4892.604492
	Iteration 8F: 3 clusters Score -3553977 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3554773.500000 Penalty: 4892.604492
	Iteration 9F: 3 clusters Score -3554774 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3555597.500000 Penalty: 4892.604492
	Iteration 10F: 3 clusters Score -3555598 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3556388.500000 Penalty: 4892.604492
	Iteration 11F: 3 clusters Score -3556388 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3557043.000000 Penalty: 4892.604492
	Iteration 12Q: 3 clusters Score -3557043 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3557531.000000 Penalty: 4892.604492
	Iteration 13Q: 3 clusters Score -3557531 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3557831.250000 Penalty: 4892.604492
	Iteration 14Q: 3 clusters Score -3557831 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3557987.500000 Penalty: 4892.604492
	Iteration 15Q: 3 clusters Score -3557988 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3558132.250000 Penalty: 4892.604492
	Iteration 16Q: 3 clusters Score -3558132 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3558215.000000 Penalty: 4892.604492
	Iteration 17Q: 3 clusters Score -3558215 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3558279.250000 Penalty: 4892.604492
	Iteration 18Q: 3 clusters Score -3558279 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3558327.750000 Penalty: 4892.604492
	Iteration 19Q: 3 clusters Score -3558328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3558357.500000 Penalty: 4892.604492
	Iteration 20F: 3 clusters Score -3558358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3558394.500000 Penalty: 4892.604492
	Iteration 21Q: 3 clusters Score -3558394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3558428.250000 Penalty: 4892.604492
	Iteration 22Q: 3 clusters Score -3558428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3558452.250000 Penalty: 4892.604492
	Iteration 23Q: 3 clusters Score -3558452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3558462.500000 Penalty: 4892.604492
	Iteration 24Q: 3 clusters Score -3558462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3558479.750000 Penalty: 4892.604492
	Iteration 25Q: 3 clusters Score -3558480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3558484.250000 Penalty: 4892.604492
	Iteration 26Q: 3 clusters Score -3558484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3558488.000000 Penalty: 4892.604492
	Iteration 27Q: 3 clusters Score -3558488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3558495.750000 Penalty: 4892.604492
	Iteration 28Q: 3 clusters Score -3558496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3558505.750000 Penalty: 4892.604492
	Iteration 29Q: 3 clusters Score -3558506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3558518.000000 Penalty: 4892.604492
	Iteration 30Q: 3 clusters Score -3558518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3558526.750000 Penalty: 4892.604492
	Iteration 31Q: 3 clusters Score -3558527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3558528.500000 Penalty: 4892.604492
	Iteration 32Q: 3 clusters Score -3558528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3558542.250000 Penalty: 4892.604492
	Iteration 33Q: 3 clusters Score -3558542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3558546.750000 Penalty: 4892.604492
	Iteration 34Q: 3 clusters Score -3558547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3558552.250000 Penalty: 4892.604492
	Iteration 35Q: 3 clusters Score -3558552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3558557.750000 Penalty: 4892.604492
	Iteration 36Q: 3 clusters Score -3558558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3558561.250000 Penalty: 4892.604492
	Iteration 37Q: 3 clusters Score -3558561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3558562.750000 Penalty: 4892.604492
	Iteration 38Q: 3 clusters Score -3558563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3558566.250000 Penalty: 4892.604492
	Iteration 39Q: 3 clusters Score -3558566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3558561.750000 Penalty: 4892.604492
	Iteration 40F: 3 clusters Score -3558562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3558564.250000 Penalty: 4892.604492
	Iteration 41Q: 3 clusters Score -3558564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3558564.500000 Penalty: 4892.604492
	Iteration 42Q: 3 clusters Score -3558564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3558565.000000 Penalty: 4892.604492
	Iteration 43Q: 3 clusters Score -3558565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3558567.000000 Penalty: 4892.604492
	Iteration 44Q: 3 clusters Score -3558567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3558567.000000 Penalty: 4892.604492
	Iteration 45F: 3 clusters Score -3558567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Entering Unmasked Estep 
Score: -9121212.000000 Penalty: 2675.229004
	Iteration 0F: 2 clusters Score -9121212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -9092860.000000 Penalty: 5350.458008
	Iteration 0F: 3 clusters Score -9092860 nChanged 22330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -9105023.000000 Penalty: 5350.458008
	Iteration 1F: 3 clusters Score -9105023 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -9105565.000000 Penalty: 5350.458008
	Iteration 2Q: 3 clusters Score -9105565 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -9106204.000000 Penalty: 5350.458008
	Iteration 3Q: 3 clusters Score -9106204 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -9106845.000000 Penalty: 5350.458008
	Iteration 4Q: 3 clusters Score -9106845 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -9107542.000000 Penalty: 5350.458008
	Iteration 5Q: 3 clusters Score -9107542 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -9108503.000000 Penalty: 5350.458008
	Iteration 6Q: 3 clusters Score -9108503 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -9109839.000000 Penalty: 5350.458008
	Iteration 7F: 3 clusters Score -9109839 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -9111593.000000 Penalty: 5350.458008
	Iteration 8F: 3 clusters Score -9111593 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -9113825.000000 Penalty: 5350.458008
	Iteration 9F: 3 clusters Score -9113825 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -9116201.000000 Penalty: 5350.458008
	Iteration 10F: 3 clusters Score -9116201 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -9118043.000000 Penalty: 5350.458008
	Iteration 11Q: 3 clusters Score -9118043 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -9118981.000000 Penalty: 5350.458008
	Iteration 12Q: 3 clusters Score -9118981 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -9119458.000000 Penalty: 5350.458008
	Iteration 13Q: 3 clusters Score -9119458 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -9119774.000000 Penalty: 5350.458008
	Iteration 14Q: 3 clusters Score -9119774 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -9119915.000000 Penalty: 5350.458008
	Iteration 15Q: 3 clusters Score -9119915 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -9120085.000000 Penalty: 5350.458008
	Iteration 16Q: 3 clusters Score -9120085 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -9120232.000000 Penalty: 5350.458008
	Iteration 17Q: 3 clusters Score -9120232 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -9120330.000000 Penalty: 5350.458008
	Iteration 18Q: 3 clusters Score -9120330 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -9120440.000000 Penalty: 5350.458008
	Iteration 19Q: 3 clusters Score -9120440 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -9120498.000000 Penalty: 5350.458008
	Iteration 20F: 3 clusters Score -9120498 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -9120585.000000 Penalty: 5350.458008
	Iteration 21Q: 3 clusters Score -9120585 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -9120618.000000 Penalty: 5350.458008
	Iteration 22Q: 3 clusters Score -9120618 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -9120667.000000 Penalty: 5350.458008
	Iteration 23Q: 3 clusters Score -9120667 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -9120711.000000 Penalty: 5350.458008
	Iteration 24Q: 3 clusters Score -9120711 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -9120760.000000 Penalty: 5350.458008
	Iteration 25Q: 3 clusters Score -9120760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -9120770.000000 Penalty: 5350.458008
	Iteration 26Q: 3 clusters Score -9120770 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -9120776.000000 Penalty: 5350.458008
	Iteration 27Q: 3 clusters Score -9120776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -9120807.000000 Penalty: 5350.458008
	Iteration 28Q: 3 clusters Score -9120807 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -9120870.000000 Penalty: 5350.458008
	Iteration 29Q: 3 clusters Score -9120870 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -9120866.000000 Penalty: 5350.458008
	Iteration 30Q: 3 clusters Score -9120866 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -9120862.000000 Penalty: 5350.458008
	Iteration 31Q: 3 clusters Score -9120862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -9120866.000000 Penalty: 5350.458008
	Iteration 32Q: 3 clusters Score -9120866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -9120877.000000 Penalty: 5350.458008
	Iteration 33Q: 3 clusters Score -9120877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -9120899.000000 Penalty: 5350.458008
	Iteration 34Q: 3 clusters Score -9120899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -9120916.000000 Penalty: 5350.458008
	Iteration 35Q: 3 clusters Score -9120916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -9120907.000000 Penalty: 5350.458008
	Iteration 36Q: 3 clusters Score -9120907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -9120911.000000 Penalty: 5350.458008
	Iteration 37Q: 3 clusters Score -9120911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -9120915.000000 Penalty: 5350.458008
	Iteration 38Q: 3 clusters Score -9120915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -9120917.000000 Penalty: 5350.458008
	Iteration 39Q: 3 clusters Score -9120917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -9120935.000000 Penalty: 5350.458008
	Iteration 40F: 3 clusters Score -9120935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -9120934.000000 Penalty: 5350.458008
	Iteration 41Q: 3 clusters Score -9120934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -9120960.000000 Penalty: 5350.458008
	Iteration 42Q: 3 clusters Score -9120960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -9120974.000000 Penalty: 5350.458008
	Iteration 43Q: 3 clusters Score -9120974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -9120966.000000 Penalty: 5350.458008
	Iteration 44Q: 3 clusters Score -9120966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -9120969.000000 Penalty: 5350.458008
	Iteration 45Q: 3 clusters Score -9120969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -9120968.000000 Penalty: 5350.458008
	Iteration 46Q: 3 clusters Score -9120968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -9120970.000000 Penalty: 5350.458008
	Iteration 47Q: 3 clusters Score -9120970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -9120988.000000 Penalty: 5350.458008
	Iteration 48Q: 3 clusters Score -9120988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -9120980.000000 Penalty: 5350.458008
	Iteration 49Q: 3 clusters Score -9120980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -9121007.000000 Penalty: 5350.458008
	Iteration 50Q: 3 clusters Score -9121007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -9120996.000000 Penalty: 5350.458008
	Iteration 51Q: 3 clusters Score -9120996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -9121029.000000 Penalty: 5350.458008
	Iteration 52Q: 3 clusters Score -9121029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -9121012.000000 Penalty: 5350.458008
	Iteration 53Q: 3 clusters Score -9121012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -9121025.000000 Penalty: 5350.458008
	Iteration 54Q: 3 clusters Score -9121025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -9121042.000000 Penalty: 5350.458008
	Iteration 55Q: 3 clusters Score -9121042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -9121055.000000 Penalty: 5350.458008
	Iteration 56Q: 3 clusters Score -9121055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -9121069.000000 Penalty: 5350.458008
	Iteration 57Q: 3 clusters Score -9121069 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -9121066.000000 Penalty: 5350.458008
	Iteration 58Q: 3 clusters Score -9121066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -9121055.000000 Penalty: 5350.458008
	Iteration 59Q: 3 clusters Score -9121055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -9121055.000000 Penalty: 5350.458008
	Iteration 60F: 3 clusters Score -9121055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -9121084.000000 Penalty: 5350.458008
	Iteration 61Q: 3 clusters Score -9121084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -9121085.000000 Penalty: 5350.458008
	Iteration 62Q: 3 clusters Score -9121085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -9121078.000000 Penalty: 5350.458008
	Iteration 63Q: 3 clusters Score -9121078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -9121083.000000 Penalty: 5350.458008
	Iteration 64Q: 3 clusters Score -9121083 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -9121112.000000 Penalty: 5350.458008
	Iteration 65Q: 3 clusters Score -9121112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -9121126.000000 Penalty: 5350.458008
	Iteration 66Q: 3 clusters Score -9121126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -9121139.000000 Penalty: 5350.458008
	Iteration 67Q: 3 clusters Score -9121139 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -9121124.000000 Penalty: 5350.458008
	Iteration 68Q: 3 clusters Score -9121124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -9121139.000000 Penalty: 5350.458008
	Iteration 69Q: 3 clusters Score -9121139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -9121157.000000 Penalty: 5350.458008
	Iteration 70Q: 3 clusters Score -9121157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -9121158.000000 Penalty: 5350.458008
	Iteration 71Q: 3 clusters Score -9121158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -9121157.000000 Penalty: 5350.458008
	Iteration 72Q: 3 clusters Score -9121157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -9121183.000000 Penalty: 5350.458008
	Iteration 73Q: 3 clusters Score -9121183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -9121185.000000 Penalty: 5350.458008
	Iteration 74Q: 3 clusters Score -9121185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -9121186.000000 Penalty: 5350.458008
	Iteration 75Q: 3 clusters Score -9121186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -9121169.000000 Penalty: 5350.458008
	Iteration 76Q: 3 clusters Score -9121169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -9121195.000000 Penalty: 5350.458008
	Iteration 77Q: 3 clusters Score -9121195 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -9121179.000000 Penalty: 5350.458008
	Iteration 78Q: 3 clusters Score -9121179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -9121192.000000 Penalty: 5350.458008
	Iteration 79Q: 3 clusters Score -9121192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -9121173.000000 Penalty: 5350.458008
	Iteration 80F: 3 clusters Score -9121173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -9121179.000000 Penalty: 5350.458008
	Iteration 81Q: 3 clusters Score -9121179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -9121172.000000 Penalty: 5350.458008
	Iteration 82Q: 3 clusters Score -9121172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -9121202.000000 Penalty: 5350.458008
	Iteration 83Q: 3 clusters Score -9121202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -9121207.000000 Penalty: 5350.458008
	Iteration 84Q: 3 clusters Score -9121207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -9121210.000000 Penalty: 5350.458008
	Iteration 85Q: 3 clusters Score -9121210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -9121210.000000 Penalty: 5350.458008
	Iteration 86Q: 3 clusters Score -9121210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -9121221.000000 Penalty: 5350.458008
	Iteration 87Q: 3 clusters Score -9121221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -9121224.000000 Penalty: 5350.458008
	Iteration 88Q: 3 clusters Score -9121224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -9121244.000000 Penalty: 5350.458008
	Iteration 89Q: 3 clusters Score -9121244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -9121237.000000 Penalty: 5350.458008
	Iteration 90Q: 3 clusters Score -9121237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -9121240.000000 Penalty: 5350.458008
	Iteration 91Q: 3 clusters Score -9121240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -9121231.000000 Penalty: 5350.458008
	Iteration 92Q: 3 clusters Score -9121231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -9121233.000000 Penalty: 5350.458008
	Iteration 93Q: 3 clusters Score -9121233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -9121241.000000 Penalty: 5350.458008
	Iteration 94Q: 3 clusters Score -9121241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -9121243.000000 Penalty: 5350.458008
	Iteration 95Q: 3 clusters Score -9121243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -9121247.000000 Penalty: 5350.458008
	Iteration 96Q: 3 clusters Score -9121247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -9121245.000000 Penalty: 5350.458008
	Iteration 97Q: 3 clusters Score -9121245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -9121241.000000 Penalty: 5350.458008
	Iteration 98Q: 3 clusters Score -9121241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -9121245.000000 Penalty: 5350.458008
	Iteration 99Q: 3 clusters Score -9121245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -9121237.000000 Penalty: 5350.458008
	Iteration 100F: 3 clusters Score -9121237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -9121235.000000 Penalty: 5350.458008
	Iteration 101Q: 3 clusters Score -9121235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -9121246.000000 Penalty: 5350.458008
	Iteration 102Q: 3 clusters Score -9121246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -9121255.000000 Penalty: 5350.458008
	Iteration 103Q: 3 clusters Score -9121255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -9121243.000000 Penalty: 5350.458008
	Iteration 104Q: 3 clusters Score -9121243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -9121236.000000 Penalty: 5350.458008
	Iteration 105Q: 3 clusters Score -9121236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -9121236.000000 Penalty: 5350.458008
	Iteration 106Q: 3 clusters Score -9121236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -9121228.000000 Penalty: 5350.458008
	Iteration 107Q: 3 clusters Score -9121228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -9121239.000000 Penalty: 5350.458008
	Iteration 108Q: 3 clusters Score -9121239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -9121241.000000 Penalty: 5350.458008
	Iteration 109Q: 3 clusters Score -9121241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -9121245.000000 Penalty: 5350.458008
	Iteration 110Q: 3 clusters Score -9121245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -9121238.000000 Penalty: 5350.458008
	Iteration 111Q: 3 clusters Score -9121238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -9121238.000000 Penalty: 5350.458008
	Iteration 112Q: 3 clusters Score -9121238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -9121250.000000 Penalty: 5350.458008
	Iteration 113Q: 3 clusters Score -9121250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -9121246.000000 Penalty: 5350.458008
	Iteration 114Q: 3 clusters Score -9121246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -9121244.000000 Penalty: 5350.458008
	Iteration 115Q: 3 clusters Score -9121244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -9121239.000000 Penalty: 5350.458008
	Iteration 116Q: 3 clusters Score -9121239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -9121239.000000 Penalty: 5350.458008
	Iteration 117F: 3 clusters Score -9121239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 45673 members 
Mstep: Class 4 contains 40754 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 47825 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 41652 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 40185 members 
Mstep: Class 11 contains 46022 members 
Mstep: Class 12 contains 34818 members 
Mstep: Class 13 contains 44795 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44979 members 
Mstep: Class 16 contains 45885 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 46562 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 19228 members 
Mstep: Class 21 contains 6474 members 
Mstep: Class 22 contains 41924 members 
Entering Unmasked Estep 
Score: -106678360.000000 Penalty: 72451.218750
Splitting cluster 21 changes total score from -106680288.000000 to -106678360.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 45673 members 
Mstep: Class 4 contains 40754 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 47825 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 41652 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 40185 members 
Mstep: Class 11 contains 46022 members 
Mstep: Class 12 contains 34818 members 
Mstep: Class 13 contains 44795 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44979 members 
Mstep: Class 16 contains 45885 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 46562 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 19228 members 
Mstep: Class 21 contains 48398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679056.000000 Penalty: 69157.984375
Iteration 79Q: 22 clusters Score -1.066791e+08 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 45837 members 
Mstep: Class 4 contains 40557 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 47300 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 42019 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 40145 members 
Mstep: Class 11 contains 46152 members 
Mstep: Class 12 contains 34830 members 
Mstep: Class 13 contains 45018 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45115 members 
Mstep: Class 16 contains 46029 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 47187 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 18485 members 
Mstep: Class 21 contains 48804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681200.000000 Penalty: 69157.984375
Iteration 80F: 22 clusters Score -1.066812e+08 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 45936 members 
Mstep: Class 4 contains 40359 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 49463 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 42378 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 40147 members 
Mstep: Class 11 contains 46256 members 
Mstep: Class 12 contains 34862 members 
Mstep: Class 13 contains 45215 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45118 members 
Mstep: Class 16 contains 46142 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 47604 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 17695 members 
Mstep: Class 21 contains 48579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680336.000000 Penalty: 69157.984375
Iteration 81Q: 22 clusters Score -1.066803e+08 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 46065 members 
Mstep: Class 4 contains 40202 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 50394 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 42872 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 40112 members 
Mstep: Class 11 contains 46420 members 
Mstep: Class 12 contains 34952 members 
Mstep: Class 13 contains 45413 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45204 members 
Mstep: Class 16 contains 46194 members 
Mstep: Class 17 contains 2964 members 
Mstep: Class 18 contains 48063 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 48735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679504.000000 Penalty: 69157.984375
Iteration 82Q: 22 clusters Score -1.066795e+08 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 46207 members 
Mstep: Class 4 contains 40054 members 
Mstep: Class 5 contains 1433 members 
Mstep: Class 6 contains 50481 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43431 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 40058 members 
Mstep: Class 11 contains 46594 members 
Mstep: Class 12 contains 35060 members 
Mstep: Class 13 contains 45607 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45369 members 
Mstep: Class 16 contains 46266 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 48489 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 16161 members 
Mstep: Class 21 contains 49003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678904.000000 Penalty: 69157.984375
Iteration 83Q: 22 clusters Score -1.066789e+08 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 46289 members 
Mstep: Class 4 contains 39913 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 50288 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 44025 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 40098 members 
Mstep: Class 11 contains 46823 members 
Mstep: Class 12 contains 35222 members 
Mstep: Class 13 contains 45807 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45556 members 
Mstep: Class 16 contains 46228 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 18 contains 48900 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 15360 members 
Mstep: Class 21 contains 49170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678368.000000 Penalty: 69157.984375
Iteration 84Q: 22 clusters Score -1.066784e+08 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 46381 members 
Mstep: Class 4 contains 39748 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 6 contains 49939 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 44661 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 40231 members 
Mstep: Class 11 contains 47022 members 
Mstep: Class 12 contains 35432 members 
Mstep: Class 13 contains 46038 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45664 members 
Mstep: Class 16 contains 46213 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 49296 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 14586 members 
Mstep: Class 21 contains 49143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678472.000000 Penalty: 69157.984375
Iteration 85Q: 22 clusters Score -1.066785e+08 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 46432 members 
Mstep: Class 4 contains 39606 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 6 contains 49591 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45183 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 40390 members 
Mstep: Class 11 contains 47262 members 
Mstep: Class 12 contains 35702 members 
Mstep: Class 13 contains 46268 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45703 members 
Mstep: Class 16 contains 46205 members 
Mstep: Class 17 contains 2929 members 
Mstep: Class 18 contains 49679 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 13863 members 
Mstep: Class 21 contains 49021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678472.000000 Penalty: 69157.984375
Iteration 86Q: 22 clusters Score -1.066785e+08 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46485 members 
Mstep: Class 4 contains 39483 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 6 contains 49387 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45508 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 40663 members 
Mstep: Class 11 contains 47473 members 
Mstep: Class 12 contains 35962 members 
Mstep: Class 13 contains 46528 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45706 members 
Mstep: Class 16 contains 46121 members 
Mstep: Class 17 contains 2921 members 
Mstep: Class 18 contains 50028 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 48799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678512.000000 Penalty: 69157.984375
Iteration 87Q: 22 clusters Score -1.066785e+08 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46512 members 
Mstep: Class 4 contains 39362 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 6 contains 49142 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45672 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 41022 members 
Mstep: Class 11 contains 47595 members 
Mstep: Class 12 contains 36254 members 
Mstep: Class 13 contains 46826 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45674 members 
Mstep: Class 16 contains 46089 members 
Mstep: Class 17 contains 2915 members 
Mstep: Class 18 contains 50285 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 12530 members 
Mstep: Class 21 contains 48665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679176.000000 Penalty: 69157.984375
Iteration 88Q: 22 clusters Score -1.066792e+08 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46509 members 
Mstep: Class 4 contains 39288 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 6 contains 48963 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45755 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 41440 members 
Mstep: Class 11 contains 47712 members 
Mstep: Class 12 contains 36533 members 
Mstep: Class 13 contains 47122 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45593 members 
Mstep: Class 16 contains 46063 members 
Mstep: Class 17 contains 2906 members 
Mstep: Class 18 contains 50522 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 11922 members 
Mstep: Class 21 contains 48539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679072.000000 Penalty: 69157.984375
Iteration 89Q: 22 clusters Score -1.066791e+08 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 46445 members 
Mstep: Class 4 contains 39168 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 6 contains 48845 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45694 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 41924 members 
Mstep: Class 11 contains 47802 members 
Mstep: Class 12 contains 36812 members 
Mstep: Class 13 contains 47378 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45560 members 
Mstep: Class 16 contains 46052 members 
Mstep: Class 17 contains 2896 members 
Mstep: Class 18 contains 50778 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 11367 members 
Mstep: Class 21 contains 48393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679616.000000 Penalty: 69157.984375
Iteration 90Q: 22 clusters Score -1.066796e+08 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46452 members 
Mstep: Class 4 contains 39040 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 48767 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45592 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 42418 members 
Mstep: Class 11 contains 47815 members 
Mstep: Class 12 contains 37130 members 
Mstep: Class 13 contains 47662 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45509 members 
Mstep: Class 16 contains 45975 members 
Mstep: Class 17 contains 2888 members 
Mstep: Class 18 contains 50951 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 10861 members 
Mstep: Class 21 contains 48258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679872.000000 Penalty: 69157.984375
Iteration 91Q: 22 clusters Score -1.066799e+08 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46451 members 
Mstep: Class 4 contains 38905 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 48680 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45460 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 42932 members 
Mstep: Class 11 contains 47849 members 
Mstep: Class 12 contains 37501 members 
Mstep: Class 13 contains 47885 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45510 members 
Mstep: Class 16 contains 45938 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 51121 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 10364 members 
Mstep: Class 21 contains 48069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679784.000000 Penalty: 69157.984375
Iteration 92Q: 22 clusters Score -1.066798e+08 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46445 members 
Mstep: Class 4 contains 38750 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 48574 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45284 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 43478 members 
Mstep: Class 11 contains 47873 members 
Mstep: Class 12 contains 37896 members 
Mstep: Class 13 contains 48104 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45510 members 
Mstep: Class 16 contains 45891 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 51240 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 9896 members 
Mstep: Class 21 contains 47953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680240.000000 Penalty: 69157.984375
Iteration 93Q: 22 clusters Score -1.066802e+08 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46420 members 
Mstep: Class 4 contains 38608 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 48499 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45108 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 44085 members 
Mstep: Class 11 contains 47861 members 
Mstep: Class 12 contains 38353 members 
Mstep: Class 13 contains 48267 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45521 members 
Mstep: Class 16 contains 45830 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 51302 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 9478 members 
Mstep: Class 21 contains 47816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680504.000000 Penalty: 69157.984375
Iteration 94Q: 22 clusters Score -1.066805e+08 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46374 members 
Mstep: Class 4 contains 38488 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 48447 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44968 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 44626 members 
Mstep: Class 11 contains 47826 members 
Mstep: Class 12 contains 38802 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45509 members 
Mstep: Class 16 contains 45707 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 51390 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 9111 members 
Mstep: Class 21 contains 47693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680616.000000 Penalty: 69157.984375
Iteration 95Q: 22 clusters Score -1.066806e+08 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46343 members 
Mstep: Class 4 contains 38360 members 
Mstep: Class 5 contains 1406 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44766 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 45146 members 
Mstep: Class 11 contains 47823 members 
Mstep: Class 12 contains 39324 members 
Mstep: Class 13 contains 48455 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45456 members 
Mstep: Class 16 contains 45588 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 51511 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 8817 members 
Mstep: Class 21 contains 47572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681024.000000 Penalty: 69157.984375
Iteration 96Q: 22 clusters Score -1.06681e+08 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46309 members 
Mstep: Class 4 contains 38255 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 48325 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44493 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 45716 members 
Mstep: Class 11 contains 47747 members 
Mstep: Class 12 contains 39863 members 
Mstep: Class 13 contains 48486 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45391 members 
Mstep: Class 16 contains 45433 members 
Mstep: Class 17 contains 2837 members 
Mstep: Class 18 contains 51649 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 8544 members 
Mstep: Class 21 contains 47482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681576.000000 Penalty: 69157.984375
Iteration 97Q: 22 clusters Score -1.066816e+08 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46303 members 
Mstep: Class 4 contains 38135 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 48264 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 44229 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46282 members 
Mstep: Class 11 contains 47695 members 
Mstep: Class 12 contains 40470 members 
Mstep: Class 13 contains 48474 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45273 members 
Mstep: Class 16 contains 45322 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 51674 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 8313 members 
Mstep: Class 21 contains 47410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682096.000000 Penalty: 69157.984375
Iteration 98Q: 22 clusters Score -1.066821e+08 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46319 members 
Mstep: Class 4 contains 38038 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 48204 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 44051 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46820 members 
Mstep: Class 11 contains 47583 members 
Mstep: Class 12 contains 41080 members 
Mstep: Class 13 contains 48439 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45143 members 
Mstep: Class 16 contains 45184 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 51731 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 8122 members 
Mstep: Class 21 contains 47269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682536.000000 Penalty: 69157.984375
Iteration 99Q: 22 clusters Score -1.066825e+08 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46289 members 
Mstep: Class 4 contains 37956 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 48152 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 43934 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 47389 members 
Mstep: Class 11 contains 47480 members 
Mstep: Class 12 contains 41712 members 
Mstep: Class 13 contains 48370 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 45019 members 
Mstep: Class 16 contains 45004 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 18 contains 51667 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 7957 members 
Mstep: Class 21 contains 47191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682984.000000 Penalty: 69157.984375
Iteration 100F: 22 clusters Score -1.06683e+08 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46240 members 
Mstep: Class 4 contains 37849 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 48107 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 43763 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 47997 members 
Mstep: Class 11 contains 47417 members 
Mstep: Class 12 contains 42335 members 
Mstep: Class 13 contains 48301 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44945 members 
Mstep: Class 16 contains 44804 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 18 contains 51586 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 7790 members 
Mstep: Class 21 contains 47124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683192.000000 Penalty: 69157.984375
Iteration 101Q: 22 clusters Score -1.066832e+08 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46230 members 
Mstep: Class 4 contains 37777 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 48059 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 43592 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 48567 members 
Mstep: Class 11 contains 47260 members 
Mstep: Class 12 contains 42956 members 
Mstep: Class 13 contains 48271 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44881 members 
Mstep: Class 16 contains 44666 members 
Mstep: Class 17 contains 2804 members 
Mstep: Class 18 contains 51454 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 7622 members 
Mstep: Class 21 contains 47054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683136.000000 Penalty: 69157.984375
Iteration 102Q: 22 clusters Score -1.066831e+08 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46231 members 
Mstep: Class 4 contains 37683 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 47989 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 43451 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 49170 members 
Mstep: Class 11 contains 47107 members 
Mstep: Class 12 contains 43579 members 
Mstep: Class 13 contains 48179 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44802 members 
Mstep: Class 16 contains 44554 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 18 contains 51282 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 7490 members 
Mstep: Class 21 contains 46979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683336.000000 Penalty: 69157.984375
Iteration 103Q: 22 clusters Score -1.066833e+08 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46226 members 
Mstep: Class 4 contains 37610 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 47931 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 43374 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 49644 members 
Mstep: Class 11 contains 47049 members 
Mstep: Class 12 contains 44121 members 
Mstep: Class 13 contains 48095 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44709 members 
Mstep: Class 16 contains 44471 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 18 contains 51071 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 7379 members 
Mstep: Class 21 contains 46933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683552.000000 Penalty: 69157.984375
Iteration 104Q: 22 clusters Score -1.066836e+08 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46235 members 
Mstep: Class 4 contains 37509 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 47894 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 43269 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 50020 members 
Mstep: Class 11 contains 47080 members 
Mstep: Class 12 contains 44548 members 
Mstep: Class 13 contains 48066 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44612 members 
Mstep: Class 16 contains 44405 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 50886 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 7271 members 
Mstep: Class 21 contains 46955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684232.000000 Penalty: 69157.984375
Iteration 105Q: 22 clusters Score -1.066842e+08 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46217 members 
Mstep: Class 4 contains 37414 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 47825 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 43205 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 50384 members 
Mstep: Class 11 contains 47045 members 
Mstep: Class 12 contains 44928 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44541 members 
Mstep: Class 16 contains 44349 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 50782 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 7180 members 
Mstep: Class 21 contains 46929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684400.000000 Penalty: 69157.984375
Iteration 106Q: 22 clusters Score -1.066844e+08 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 37348 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 47786 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 43188 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 50751 members 
Mstep: Class 11 contains 46955 members 
Mstep: Class 12 contains 45175 members 
Mstep: Class 13 contains 48084 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44399 members 
Mstep: Class 16 contains 44295 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 18 contains 50698 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 46897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684400.000000 Penalty: 69157.984375
Iteration 107Q: 22 clusters Score -1.066844e+08 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46197 members 
Mstep: Class 4 contains 37308 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 6 contains 47713 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 43168 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 51119 members 
Mstep: Class 11 contains 46867 members 
Mstep: Class 12 contains 45328 members 
Mstep: Class 13 contains 48209 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44339 members 
Mstep: Class 16 contains 44242 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 50610 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 7042 members 
Mstep: Class 21 contains 46823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684624.000000 Penalty: 69157.984375
Iteration 108Q: 22 clusters Score -1.066846e+08 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46180 members 
Mstep: Class 4 contains 37300 members 
Mstep: Class 5 contains 1394 members 
Mstep: Class 6 contains 47669 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 43105 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 51459 members 
Mstep: Class 11 contains 46779 members 
Mstep: Class 12 contains 45470 members 
Mstep: Class 13 contains 48335 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44269 members 
Mstep: Class 16 contains 44230 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 50517 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6987 members 
Mstep: Class 21 contains 46715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684896.000000 Penalty: 69157.984375
Iteration 109Q: 22 clusters Score -1.066849e+08 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46175 members 
Mstep: Class 4 contains 37288 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 47588 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 42988 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 51738 members 
Mstep: Class 11 contains 46706 members 
Mstep: Class 12 contains 45515 members 
Mstep: Class 13 contains 48486 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44243 members 
Mstep: Class 16 contains 44211 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 50494 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 46684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685304.000000 Penalty: 69157.984375
Iteration 110Q: 22 clusters Score -1.066853e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46181 members 
Mstep: Class 4 contains 37261 members 
Mstep: Class 5 contains 1391 members 
Mstep: Class 6 contains 47531 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 42941 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 52030 members 
Mstep: Class 11 contains 46638 members 
Mstep: Class 12 contains 45497 members 
Mstep: Class 13 contains 48619 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44149 members 
Mstep: Class 16 contains 44197 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 50500 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6902 members 
Mstep: Class 21 contains 46662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685760.000000 Penalty: 69157.984375
Iteration 111Q: 22 clusters Score -1.066858e+08 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46172 members 
Mstep: Class 4 contains 37247 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47445 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 42895 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 52339 members 
Mstep: Class 11 contains 46596 members 
Mstep: Class 12 contains 45473 members 
Mstep: Class 13 contains 48711 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44076 members 
Mstep: Class 16 contains 44128 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 50553 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 46646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686248.000000 Penalty: 69157.984375
Iteration 112Q: 22 clusters Score -1.066862e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46131 members 
Mstep: Class 4 contains 37229 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47367 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 42857 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 52548 members 
Mstep: Class 11 contains 46576 members 
Mstep: Class 12 contains 45442 members 
Mstep: Class 13 contains 48788 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44031 members 
Mstep: Class 16 contains 44092 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 50667 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6842 members 
Mstep: Class 21 contains 46613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686384.000000 Penalty: 69157.984375
Iteration 113Q: 22 clusters Score -1.066864e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46086 members 
Mstep: Class 4 contains 37211 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47321 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 42841 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 52668 members 
Mstep: Class 11 contains 46562 members 
Mstep: Class 12 contains 45370 members 
Mstep: Class 13 contains 48897 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44046 members 
Mstep: Class 16 contains 44047 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 46565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686520.000000 Penalty: 69157.984375
Iteration 114Q: 22 clusters Score -1.066865e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46061 members 
Mstep: Class 4 contains 37193 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47278 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 42845 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 52732 members 
Mstep: Class 11 contains 46595 members 
Mstep: Class 12 contains 45242 members 
Mstep: Class 13 contains 49013 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44035 members 
Mstep: Class 16 contains 44013 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 50928 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6787 members 
Mstep: Class 21 contains 46531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686752.000000 Penalty: 69157.984375
Iteration 115Q: 22 clusters Score -1.066868e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46035 members 
Mstep: Class 4 contains 37173 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47242 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 52735 members 
Mstep: Class 11 contains 46602 members 
Mstep: Class 12 contains 45131 members 
Mstep: Class 13 contains 49106 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44067 members 
Mstep: Class 16 contains 44059 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 51025 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6740 members 
Mstep: Class 21 contains 46493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686840.000000 Penalty: 69157.984375
Iteration 116Q: 22 clusters Score -1.066868e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46040 members 
Mstep: Class 4 contains 37164 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47229 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 42928 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 52631 members 
Mstep: Class 11 contains 46691 members 
Mstep: Class 12 contains 45031 members 
Mstep: Class 13 contains 49187 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44067 members 
Mstep: Class 16 contains 44071 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 51112 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6700 members 
Mstep: Class 21 contains 46449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686672.000000 Penalty: 69157.984375
Iteration 117Q: 22 clusters Score -1.066867e+08 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46017 members 
Mstep: Class 4 contains 37154 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47229 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43015 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 52511 members 
Mstep: Class 11 contains 46761 members 
Mstep: Class 12 contains 44942 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44025 members 
Mstep: Class 16 contains 44112 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 51176 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 46415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687208.000000 Penalty: 69157.984375
Iteration 118Q: 22 clusters Score -1.066872e+08 nChanged 2421
Entering ConstructFrom: 
Score: -106687208.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (17782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Entering Unmasked Estep 
Score: -3292305.250000 Penalty: 2426.913574
	Iteration 0F: 2 clusters Score -3292305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3279698.250000 Penalty: 4853.827148
	Iteration 0F: 3 clusters Score -3279698 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3283691.500000 Penalty: 4853.827148
	Iteration 1F: 3 clusters Score -3283692 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3284005.000000 Penalty: 4853.827148
	Iteration 2F: 3 clusters Score -3284005 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3284279.500000 Penalty: 4853.827148
	Iteration 3Q: 3 clusters Score -3284280 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -3284581.500000 Penalty: 4853.827148
	Iteration 4Q: 3 clusters Score -3284582 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3284979.750000 Penalty: 4853.827148
	Iteration 5Q: 3 clusters Score -3284980 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3285514.250000 Penalty: 4853.827148
	Iteration 6Q: 3 clusters Score -3285514 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3286139.250000 Penalty: 4853.827148
	Iteration 7Q: 3 clusters Score -3286139 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3286806.000000 Penalty: 4853.827148
	Iteration 8F: 3 clusters Score -3286806 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3287514.000000 Penalty: 4853.827148
	Iteration 9F: 3 clusters Score -3287514 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3288295.500000 Penalty: 4853.827148
	Iteration 10F: 3 clusters Score -3288296 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3288923.500000 Penalty: 4853.827148
	Iteration 11Q: 3 clusters Score -3288924 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3289375.250000 Penalty: 4853.827148
	Iteration 12Q: 3 clusters Score -3289375 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3289663.000000 Penalty: 4853.827148
	Iteration 13Q: 3 clusters Score -3289663 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3289794.500000 Penalty: 4853.827148
	Iteration 14Q: 3 clusters Score -3289794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3289916.250000 Penalty: 4853.827148
	Iteration 15Q: 3 clusters Score -3289916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3290003.250000 Penalty: 4853.827148
	Iteration 16Q: 3 clusters Score -3290003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3290052.000000 Penalty: 4853.827148
	Iteration 17Q: 3 clusters Score -3290052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3290095.250000 Penalty: 4853.827148
	Iteration 18Q: 3 clusters Score -3290095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3290127.750000 Penalty: 4853.827148
	Iteration 19Q: 3 clusters Score -3290128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3290150.000000 Penalty: 4853.827148
	Iteration 20F: 3 clusters Score -3290150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3290169.250000 Penalty: 4853.827148
	Iteration 21Q: 3 clusters Score -3290169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3290185.250000 Penalty: 4853.827148
	Iteration 22Q: 3 clusters Score -3290185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3290186.500000 Penalty: 4853.827148
	Iteration 23Q: 3 clusters Score -3290186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3290198.000000 Penalty: 4853.827148
	Iteration 24Q: 3 clusters Score -3290198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -3290200.500000 Penalty: 4853.827148
	Iteration 25Q: 3 clusters Score -3290200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3290201.500000 Penalty: 4853.827148
	Iteration 26Q: 3 clusters Score -3290202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3290208.500000 Penalty: 4853.827148
	Iteration 27Q: 3 clusters Score -3290208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3290209.250000 Penalty: 4853.827148
	Iteration 28Q: 3 clusters Score -3290209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3290214.750000 Penalty: 4853.827148
	Iteration 29Q: 3 clusters Score -3290215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -3290220.000000 Penalty: 4853.827148
	Iteration 30Q: 3 clusters Score -3290220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -3290224.000000 Penalty: 4853.827148
	Iteration 31Q: 3 clusters Score -3290224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3290226.750000 Penalty: 4853.827148
	Iteration 32Q: 3 clusters Score -3290227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3290227.250000 Penalty: 4853.827148
	Iteration 33Q: 3 clusters Score -3290227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3290227.250000 Penalty: 4853.827148
	Iteration 34Q: 3 clusters Score -3290227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3290229.000000 Penalty: 4853.827148
	Iteration 35Q: 3 clusters Score -3290229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3290229.000000 Penalty: 4853.827148
	Iteration 36F: 3 clusters Score -3290229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -195593.187500 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -195593.2 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 543 members 
Entering Unmasked Estep 
Score: -193594.796875 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -193594.8 nChanged 296
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: -193924.453125 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -193924.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -194027.656250 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -194027.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -194073.421875 Penalty: 3475.770020
	Iteration 3Q: 3 clusters Score -194073.4 nChanged 30
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: -194119.187500 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -194119.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -194163.437500 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -194163.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -194206.453125 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -194206.5 nChanged 24
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: -194235.640625 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -194235.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -194265.890625 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -194265.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -194301.578125 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -194301.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -194319.453125 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -194319.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -194347.531250 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -194347.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -194373.296875 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -194373.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -194397.328125 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -194397.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -194424.390625 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -194424.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -194443.718750 Penalty: 3475.770020
	Iteration 15Q: 3 clusters Score -194443.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -194460.656250 Penalty: 3475.770020
	Iteration 16Q: 3 clusters Score -194460.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -194471.312500 Penalty: 3475.770020
	Iteration 17Q: 3 clusters Score -194471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -194480.281250 Penalty: 3475.770020
	Iteration 18Q: 3 clusters Score -194480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -194483.421875 Penalty: 3475.770020
	Iteration 19Q: 3 clusters Score -194483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -194488.703125 Penalty: 3475.770020
	Iteration 20F: 3 clusters Score -194488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -194492.171875 Penalty: 3475.770020
	Iteration 21Q: 3 clusters Score -194492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -194493.500000 Penalty: 3475.770020
	Iteration 22Q: 3 clusters Score -194493.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -194495.000000 Penalty: 3475.770020
	Iteration 23Q: 3 clusters Score -194495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -194500.234375 Penalty: 3475.770020
	Iteration 24Q: 3 clusters Score -194500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -194502.187500 Penalty: 3475.770020
	Iteration 25Q: 3 clusters Score -194502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -194502.187500 Penalty: 3475.770020
	Iteration 26F: 3 clusters Score -194502.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Entering Unmasked Estep 
Score: -8536883.000000 Penalty: 2662.685791
	Iteration 0F: 2 clusters Score -8536883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -8507464.000000 Penalty: 5325.371582
	Iteration 0F: 3 clusters Score -8507464 nChanged 21234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -8519201.000000 Penalty: 5325.371582
	Iteration 1F: 3 clusters Score -8519201 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -8519691.000000 Penalty: 5325.371582
	Iteration 2Q: 3 clusters Score -8519691 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -8520303.000000 Penalty: 5325.371582
	Iteration 3Q: 3 clusters Score -8520303 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -8521125.000000 Penalty: 5325.371582
	Iteration 4Q: 3 clusters Score -8521125 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -8522420.000000 Penalty: 5325.371582
	Iteration 5F: 3 clusters Score -8522420 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -8524546.000000 Penalty: 5325.371582
	Iteration 6F: 3 clusters Score -8524546 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -8527605.000000 Penalty: 5325.371582
	Iteration 7F: 3 clusters Score -8527605 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -8530987.000000 Penalty: 5325.371582
	Iteration 8F: 3 clusters Score -8530987 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -8533478.000000 Penalty: 5325.371582
	Iteration 9F: 3 clusters Score -8533478 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -8534495.000000 Penalty: 5325.371582
	Iteration 10Q: 3 clusters Score -8534495 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -8534963.000000 Penalty: 5325.371582
	Iteration 11Q: 3 clusters Score -8534963 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -8535193.000000 Penalty: 5325.371582
	Iteration 12Q: 3 clusters Score -8535193 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -8535331.000000 Penalty: 5325.371582
	Iteration 13Q: 3 clusters Score -8535331 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -8535417.000000 Penalty: 5325.371582
	Iteration 14Q: 3 clusters Score -8535417 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -8535451.000000 Penalty: 5325.371582
	Iteration 15Q: 3 clusters Score -8535451 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -8535482.000000 Penalty: 5325.371582
	Iteration 16Q: 3 clusters Score -8535482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8535482.000000 Penalty: 5325.371582
	Iteration 17Q: 3 clusters Score -8535482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -8535498.000000 Penalty: 5325.371582
	Iteration 18Q: 3 clusters Score -8535498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -8535509.000000 Penalty: 5325.371582
	Iteration 19Q: 3 clusters Score -8535509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8535511.000000 Penalty: 5325.371582
	Iteration 20F: 3 clusters Score -8535511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -8535508.000000 Penalty: 5325.371582
	Iteration 21Q: 3 clusters Score -8535508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -8535512.000000 Penalty: 5325.371582
	Iteration 22Q: 3 clusters Score -8535512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -8535510.000000 Penalty: 5325.371582
	Iteration 23Q: 3 clusters Score -8535510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -8535508.000000 Penalty: 5325.371582
	Iteration 24Q: 3 clusters Score -8535508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8535503.000000 Penalty: 5325.371582
	Iteration 25Q: 3 clusters Score -8535503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8535498.000000 Penalty: 5325.371582
	Iteration 26Q: 3 clusters Score -8535498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8535498.000000 Penalty: 5325.371582
	Iteration 27F: 3 clusters Score -8535498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Entering Unmasked Estep 
Score: -6700874.500000 Penalty: 2609.641113
	Iteration 0F: 2 clusters Score -6700874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -6675608.000000 Penalty: 5219.282227
	Iteration 0F: 3 clusters Score -6675608 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -6684657.000000 Penalty: 5219.282227
	Iteration 1F: 3 clusters Score -6684657 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -6685148.500000 Penalty: 5219.282227
	Iteration 2Q: 3 clusters Score -6685148 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -6685652.500000 Penalty: 5219.282227
	Iteration 3Q: 3 clusters Score -6685652 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -6686197.000000 Penalty: 5219.282227
	Iteration 4Q: 3 clusters Score -6686197 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -6686933.000000 Penalty: 5219.282227
	Iteration 5Q: 3 clusters Score -6686933 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -6688057.000000 Penalty: 5219.282227
	Iteration 6F: 3 clusters Score -6688057 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -6689798.500000 Penalty: 5219.282227
	Iteration 7F: 3 clusters Score -6689798 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -6692175.500000 Penalty: 5219.282227
	Iteration 8F: 3 clusters Score -6692176 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -6694841.000000 Penalty: 5219.282227
	Iteration 9F: 3 clusters Score -6694841 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -6696856.000000 Penalty: 5219.282227
	Iteration 10F: 3 clusters Score -6696856 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -6697919.500000 Penalty: 5219.282227
	Iteration 11Q: 3 clusters Score -6697920 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -6698242.500000 Penalty: 5219.282227
	Iteration 12Q: 3 clusters Score -6698242 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -6698401.000000 Penalty: 5219.282227
	Iteration 13Q: 3 clusters Score -6698401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -6698469.000000 Penalty: 5219.282227
	Iteration 14Q: 3 clusters Score -6698469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -6698535.000000 Penalty: 5219.282227
	Iteration 15Q: 3 clusters Score -6698535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -6698554.000000 Penalty: 5219.282227
	Iteration 16Q: 3 clusters Score -6698554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -6698567.000000 Penalty: 5219.282227
	Iteration 17Q: 3 clusters Score -6698567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -6698579.500000 Penalty: 5219.282227
	Iteration 18Q: 3 clusters Score -6698580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -6698585.000000 Penalty: 5219.282227
	Iteration 19Q: 3 clusters Score -6698585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -6698581.000000 Penalty: 5219.282227
	Iteration 20F: 3 clusters Score -6698581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -6698586.000000 Penalty: 5219.282227
	Iteration 21Q: 3 clusters Score -6698586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -6698586.000000 Penalty: 5219.282227
	Iteration 22F: 3 clusters Score -6698586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -222138.796875 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -222138.8 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 643 members 
Entering Unmasked Estep 
Score: -220021.234375 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -220021.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -220525.859375 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -220525.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -220779.078125 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -220779.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -220939.343750 Penalty: 3589.581299
	Iteration 3F: 3 clusters Score -220939.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -221083.593750 Penalty: 3589.581299
	Iteration 4Q: 3 clusters Score -221083.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -221279.296875 Penalty: 3589.581299
	Iteration 5Q: 3 clusters Score -221279.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -221418.515625 Penalty: 3589.581299
	Iteration 6F: 3 clusters Score -221418.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -221537.171875 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -221537.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -221657.031250 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -221657 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -221791.234375 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -221791.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -221865.968750 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -221866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -221907.750000 Penalty: 3589.581299
	Iteration 11Q: 3 clusters Score -221907.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -221941.062500 Penalty: 3589.581299
	Iteration 12Q: 3 clusters Score -221941.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -221955.687500 Penalty: 3589.581299
	Iteration 13Q: 3 clusters Score -221955.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -221960.875000 Penalty: 3589.581299
	Iteration 14Q: 3 clusters Score -221960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -221964.296875 Penalty: 3589.581299
	Iteration 15Q: 3 clusters Score -221964.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -221969.859375 Penalty: 3589.581299
	Iteration 16Q: 3 clusters Score -221969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -221974.328125 Penalty: 3589.581299
	Iteration 17Q: 3 clusters Score -221974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -221980.625000 Penalty: 3589.581299
	Iteration 18Q: 3 clusters Score -221980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -221987.468750 Penalty: 3589.581299
	Iteration 19Q: 3 clusters Score -221987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -222001.828125 Penalty: 3589.581299
	Iteration 20F: 3 clusters Score -222001.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -222019.328125 Penalty: 3589.581299
	Iteration 21Q: 3 clusters Score -222019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -222022.765625 Penalty: 3589.581299
	Iteration 22Q: 3 clusters Score -222022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -222023.812500 Penalty: 3589.581299
	Iteration 23Q: 3 clusters Score -222023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -222024.437500 Penalty: 3589.581299
	Iteration 24Q: 3 clusters Score -222024.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -222024.437500 Penalty: 3589.581299
	Iteration 25F: 3 clusters Score -222024.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Entering Unmasked Estep 
Score: -8812570.000000 Penalty: 2669.343750
	Iteration 0F: 2 clusters Score -8812570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -8782889.000000 Penalty: 5338.687500
	Iteration 0F: 3 clusters Score -8782889 nChanged 21856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -8794767.000000 Penalty: 5338.687500
	Iteration 1F: 3 clusters Score -8794767 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -8795271.000000 Penalty: 5338.687500
	Iteration 2Q: 3 clusters Score -8795271 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -8795687.000000 Penalty: 5338.687500
	Iteration 3Q: 3 clusters Score -8795687 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -8796098.000000 Penalty: 5338.687500
	Iteration 4Q: 3 clusters Score -8796098 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -8796500.000000 Penalty: 5338.687500
	Iteration 5Q: 3 clusters Score -8796500 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -8796808.000000 Penalty: 5338.687500
	Iteration 6Q: 3 clusters Score -8796808 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -8797196.000000 Penalty: 5338.687500
	Iteration 7Q: 3 clusters Score -8797196 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -8797569.000000 Penalty: 5338.687500
	Iteration 8Q: 3 clusters Score -8797569 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -8797966.000000 Penalty: 5338.687500
	Iteration 9Q: 3 clusters Score -8797966 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -8798509.000000 Penalty: 5338.687500
	Iteration 10Q: 3 clusters Score -8798509 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -8799249.000000 Penalty: 5338.687500
	Iteration 11Q: 3 clusters Score -8799249 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -8800243.000000 Penalty: 5338.687500
	Iteration 12Q: 3 clusters Score -8800243 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -8801630.000000 Penalty: 5338.687500
	Iteration 13Q: 3 clusters Score -8801630 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -8803132.000000 Penalty: 5338.687500
	Iteration 14Q: 3 clusters Score -8803132 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -8804269.000000 Penalty: 5338.687500
	Iteration 15Q: 3 clusters Score -8804269 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -8804918.000000 Penalty: 5338.687500
	Iteration 16Q: 3 clusters Score -8804918 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -8805279.000000 Penalty: 5338.687500
	Iteration 17Q: 3 clusters Score -8805279 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -8805553.000000 Penalty: 5338.687500
	Iteration 18Q: 3 clusters Score -8805553 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -8805859.000000 Penalty: 5338.687500
	Iteration 19Q: 3 clusters Score -8805859 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -8806135.000000 Penalty: 5338.687500
	Iteration 20F: 3 clusters Score -8806135 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -8806425.000000 Penalty: 5338.687500
	Iteration 21Q: 3 clusters Score -8806425 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -8806720.000000 Penalty: 5338.687500
	Iteration 22Q: 3 clusters Score -8806720 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -8806978.000000 Penalty: 5338.687500
	Iteration 23Q: 3 clusters Score -8806978 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -8807192.000000 Penalty: 5338.687500
	Iteration 24Q: 3 clusters Score -8807192 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -8807443.000000 Penalty: 5338.687500
	Iteration 25Q: 3 clusters Score -8807443 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -8807694.000000 Penalty: 5338.687500
	Iteration 26Q: 3 clusters Score -8807694 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -8807879.000000 Penalty: 5338.687500
	Iteration 27Q: 3 clusters Score -8807879 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -8808076.000000 Penalty: 5338.687500
	Iteration 28Q: 3 clusters Score -8808076 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -8808270.000000 Penalty: 5338.687500
	Iteration 29Q: 3 clusters Score -8808270 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -8808430.000000 Penalty: 5338.687500
	Iteration 30Q: 3 clusters Score -8808430 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -8808592.000000 Penalty: 5338.687500
	Iteration 31Q: 3 clusters Score -8808592 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -8808823.000000 Penalty: 5338.687500
	Iteration 32Q: 3 clusters Score -8808823 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -8809084.000000 Penalty: 5338.687500
	Iteration 33Q: 3 clusters Score -8809084 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -8809275.000000 Penalty: 5338.687500
	Iteration 34Q: 3 clusters Score -8809275 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -8809495.000000 Penalty: 5338.687500
	Iteration 35Q: 3 clusters Score -8809495 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8809641.000000 Penalty: 5338.687500
	Iteration 36Q: 3 clusters Score -8809641 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -8809802.000000 Penalty: 5338.687500
	Iteration 37Q: 3 clusters Score -8809802 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8809955.000000 Penalty: 5338.687500
	Iteration 38Q: 3 clusters Score -8809955 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -8810069.000000 Penalty: 5338.687500
	Iteration 39Q: 3 clusters Score -8810069 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -8810144.000000 Penalty: 5338.687500
	Iteration 40F: 3 clusters Score -8810144 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -8810212.000000 Penalty: 5338.687500
	Iteration 41Q: 3 clusters Score -8810212 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -8810251.000000 Penalty: 5338.687500
	Iteration 42Q: 3 clusters Score -8810251 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -8810312.000000 Penalty: 5338.687500
	Iteration 43Q: 3 clusters Score -8810312 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -8810333.000000 Penalty: 5338.687500
	Iteration 44Q: 3 clusters Score -8810333 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -8810354.000000 Penalty: 5338.687500
	Iteration 45Q: 3 clusters Score -8810354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -8810394.000000 Penalty: 5338.687500
	Iteration 46Q: 3 clusters Score -8810394 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -8810401.000000 Penalty: 5338.687500
	Iteration 47Q: 3 clusters Score -8810401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -8810408.000000 Penalty: 5338.687500
	Iteration 48Q: 3 clusters Score -8810408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -8810422.000000 Penalty: 5338.687500
	Iteration 49Q: 3 clusters Score -8810422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -8810450.000000 Penalty: 5338.687500
	Iteration 50Q: 3 clusters Score -8810450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -8810462.000000 Penalty: 5338.687500
	Iteration 51Q: 3 clusters Score -8810462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -8810467.000000 Penalty: 5338.687500
	Iteration 52Q: 3 clusters Score -8810467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -8810469.000000 Penalty: 5338.687500
	Iteration 53Q: 3 clusters Score -8810469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -8810482.000000 Penalty: 5338.687500
	Iteration 54Q: 3 clusters Score -8810482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -8810486.000000 Penalty: 5338.687500
	Iteration 55Q: 3 clusters Score -8810486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -8810482.000000 Penalty: 5338.687500
	Iteration 56Q: 3 clusters Score -8810482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -8810492.000000 Penalty: 5338.687500
	Iteration 57Q: 3 clusters Score -8810492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -8810502.000000 Penalty: 5338.687500
	Iteration 58Q: 3 clusters Score -8810502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -8810500.000000 Penalty: 5338.687500
	Iteration 59Q: 3 clusters Score -8810500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -8810512.000000 Penalty: 5338.687500
	Iteration 60F: 3 clusters Score -8810512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -8810527.000000 Penalty: 5338.687500
	Iteration 61Q: 3 clusters Score -8810527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -8810521.000000 Penalty: 5338.687500
	Iteration 62Q: 3 clusters Score -8810521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -8810523.000000 Penalty: 5338.687500
	Iteration 63Q: 3 clusters Score -8810523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -8810526.000000 Penalty: 5338.687500
	Iteration 64Q: 3 clusters Score -8810526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -8810526.000000 Penalty: 5338.687500
	Iteration 65Q: 3 clusters Score -8810526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -8810532.000000 Penalty: 5338.687500
	Iteration 66Q: 3 clusters Score -8810532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -8810525.000000 Penalty: 5338.687500
	Iteration 67Q: 3 clusters Score -8810525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -8810526.000000 Penalty: 5338.687500
	Iteration 68Q: 3 clusters Score -8810526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8810530.000000 Penalty: 5338.687500
	Iteration 69Q: 3 clusters Score -8810530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -8810530.000000 Penalty: 5338.687500
	Iteration 70Q: 3 clusters Score -8810530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -8810530.000000 Penalty: 5338.687500
	Iteration 71F: 3 clusters Score -8810530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -52181.507812 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -52181.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50895.457031 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -50895.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50993.488281 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -50993.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51027.550781 Penalty: 2840.516357
	Iteration 2Q: 3 clusters Score -51027.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51044.378906 Penalty: 2840.516357
	Iteration 3Q: 3 clusters Score -51044.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51051.832031 Penalty: 2840.516357
	Iteration 4Q: 3 clusters Score -51051.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51056.363281 Penalty: 2840.516357
	Iteration 5Q: 3 clusters Score -51056.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51056.363281 Penalty: 2840.516357
	Iteration 6F: 3 clusters Score -51056.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Entering Unmasked Estep 
Score: -7973370.000000 Penalty: 2646.517334
	Iteration 0F: 2 clusters Score -7973370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -7944564.000000 Penalty: 5293.034668
	Iteration 0F: 3 clusters Score -7944564 nChanged 19899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -7955716.500000 Penalty: 5293.034668
	Iteration 1F: 3 clusters Score -7955716 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -7956283.500000 Penalty: 5293.034668
	Iteration 2Q: 3 clusters Score -7956284 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -7956951.500000 Penalty: 5293.034668
	Iteration 3Q: 3 clusters Score -7956952 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -7957754.000000 Penalty: 5293.034668
	Iteration 4Q: 3 clusters Score -7957754 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -7958803.500000 Penalty: 5293.034668
	Iteration 5Q: 3 clusters Score -7958804 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -7960255.000000 Penalty: 5293.034668
	Iteration 6F: 3 clusters Score -7960255 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -7961931.000000 Penalty: 5293.034668
	Iteration 7F: 3 clusters Score -7961931 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -7963707.000000 Penalty: 5293.034668
	Iteration 8F: 3 clusters Score -7963707 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -7965419.500000 Penalty: 5293.034668
	Iteration 9F: 3 clusters Score -7965420 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -7966837.000000 Penalty: 5293.034668
	Iteration 10Q: 3 clusters Score -7966837 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -7967877.000000 Penalty: 5293.034668
	Iteration 11Q: 3 clusters Score -7967877 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -7968602.000000 Penalty: 5293.034668
	Iteration 12Q: 3 clusters Score -7968602 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7969251.000000 Penalty: 5293.034668
	Iteration 13Q: 3 clusters Score -7969251 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7969725.000000 Penalty: 5293.034668
	Iteration 14Q: 3 clusters Score -7969725 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7970147.000000 Penalty: 5293.034668
	Iteration 15Q: 3 clusters Score -7970147 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7970441.500000 Penalty: 5293.034668
	Iteration 16Q: 3 clusters Score -7970442 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7970655.000000 Penalty: 5293.034668
	Iteration 17Q: 3 clusters Score -7970655 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7970791.000000 Penalty: 5293.034668
	Iteration 18Q: 3 clusters Score -7970791 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7970868.500000 Penalty: 5293.034668
	Iteration 19Q: 3 clusters Score -7970868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7970943.500000 Penalty: 5293.034668
	Iteration 20F: 3 clusters Score -7970944 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7971003.000000 Penalty: 5293.034668
	Iteration 21Q: 3 clusters Score -7971003 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7971043.500000 Penalty: 5293.034668
	Iteration 22Q: 3 clusters Score -7971044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7971074.500000 Penalty: 5293.034668
	Iteration 23Q: 3 clusters Score -7971074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7971093.000000 Penalty: 5293.034668
	Iteration 24Q: 3 clusters Score -7971093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7971113.000000 Penalty: 5293.034668
	Iteration 25Q: 3 clusters Score -7971113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7971126.500000 Penalty: 5293.034668
	Iteration 26Q: 3 clusters Score -7971126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7971135.500000 Penalty: 5293.034668
	Iteration 27Q: 3 clusters Score -7971136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7971139.500000 Penalty: 5293.034668
	Iteration 28Q: 3 clusters Score -7971140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7971161.000000 Penalty: 5293.034668
	Iteration 29Q: 3 clusters Score -7971161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7971163.000000 Penalty: 5293.034668
	Iteration 30Q: 3 clusters Score -7971163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7971165.500000 Penalty: 5293.034668
	Iteration 31Q: 3 clusters Score -7971166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7971177.500000 Penalty: 5293.034668
	Iteration 32Q: 3 clusters Score -7971178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7971183.500000 Penalty: 5293.034668
	Iteration 33Q: 3 clusters Score -7971184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7971185.500000 Penalty: 5293.034668
	Iteration 34Q: 3 clusters Score -7971186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7971196.500000 Penalty: 5293.034668
	Iteration 35Q: 3 clusters Score -7971196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7971189.500000 Penalty: 5293.034668
	Iteration 36Q: 3 clusters Score -7971190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7971186.500000 Penalty: 5293.034668
	Iteration 37Q: 3 clusters Score -7971186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7971190.500000 Penalty: 5293.034668
	Iteration 38Q: 3 clusters Score -7971190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7971197.000000 Penalty: 5293.034668
	Iteration 39Q: 3 clusters Score -7971197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7971201.000000 Penalty: 5293.034668
	Iteration 40F: 3 clusters Score -7971201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7971204.500000 Penalty: 5293.034668
	Iteration 41Q: 3 clusters Score -7971204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7971202.500000 Penalty: 5293.034668
	Iteration 42Q: 3 clusters Score -7971202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7971202.500000 Penalty: 5293.034668
	Iteration 43F: 3 clusters Score -7971202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -97914.609375 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -97914.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -96315.523438 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -96315.52 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96677.421875 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -96677.42 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96881.796875 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -96881.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97047.171875 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -97047.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97263.976562 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -97263.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97432.843750 Penalty: 3218.645508
	Iteration 5F: 3 clusters Score -97432.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97505.656250 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -97505.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97553.851562 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -97553.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97599.781250 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -97599.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97671.070312 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -97671.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97722.492188 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -97722.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97789.281250 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -97789.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97864.187500 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -97864.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -97950.914062 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -97950.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -98042.804688 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -98042.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98088.507812 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -98088.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98093.312500 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -98093.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98102.375000 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -98102.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98104.281250 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -98104.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98106.203125 Penalty: 3218.645508
	Iteration 19F: 3 clusters Score -98106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98112.281250 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -98112.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98113.632812 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -98113.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98113.632812 Penalty: 3218.645508
	Iteration 22F: 3 clusters Score -98113.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46011 members 
Mstep: Class 4 contains 37151 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47263 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43107 members 
Mstep: Class 9 contains 349 members 
Mstep: Class 10 contains 52340 members 
Mstep: Class 11 contains 46860 members 
Mstep: Class 12 contains 44843 members 
Mstep: Class 13 contains 49358 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44026 members 
Mstep: Class 16 contains 44137 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 51191 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 46384 members 
Mstep: Class 22 contains 309 members 
Entering Unmasked Estep 
Score: -106685272.000000 Penalty: 72451.218750
Splitting cluster 9 changes total score from -106687208.000000 to -106685272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (52340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Entering Unmasked Estep 
Score: -9632189.000000 Penalty: 2694.647949
	Iteration 0F: 2 clusters Score -9632189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -9598581.000000 Penalty: 5389.295898
	Iteration 0F: 3 clusters Score -9598581 nChanged 24066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -9611663.000000 Penalty: 5389.295898
	Iteration 1F: 3 clusters Score -9611663 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -9612192.000000 Penalty: 5389.295898
	Iteration 2Q: 3 clusters Score -9612192 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -9613047.000000 Penalty: 5389.295898
	Iteration 3Q: 3 clusters Score -9613047 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -9614224.000000 Penalty: 5389.295898
	Iteration 4Q: 3 clusters Score -9614224 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -9615673.000000 Penalty: 5389.295898
	Iteration 5Q: 3 clusters Score -9615673 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -9617499.000000 Penalty: 5389.295898
	Iteration 6Q: 3 clusters Score -9617499 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -9619290.000000 Penalty: 5389.295898
	Iteration 7F: 3 clusters Score -9619290 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -9621054.000000 Penalty: 5389.295898
	Iteration 8F: 3 clusters Score -9621054 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -9622533.000000 Penalty: 5389.295898
	Iteration 9Q: 3 clusters Score -9622533 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -9623874.000000 Penalty: 5389.295898
	Iteration 10Q: 3 clusters Score -9623874 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -9624787.000000 Penalty: 5389.295898
	Iteration 11Q: 3 clusters Score -9624787 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -9625455.000000 Penalty: 5389.295898
	Iteration 12Q: 3 clusters Score -9625455 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -9625982.000000 Penalty: 5389.295898
	Iteration 13Q: 3 clusters Score -9625982 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -9626282.000000 Penalty: 5389.295898
	Iteration 14Q: 3 clusters Score -9626282 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -9626523.000000 Penalty: 5389.295898
	Iteration 15Q: 3 clusters Score -9626523 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -9626666.000000 Penalty: 5389.295898
	Iteration 16Q: 3 clusters Score -9626666 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -9626815.000000 Penalty: 5389.295898
	Iteration 17Q: 3 clusters Score -9626815 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -9626909.000000 Penalty: 5389.295898
	Iteration 18Q: 3 clusters Score -9626909 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -9626995.000000 Penalty: 5389.295898
	Iteration 19Q: 3 clusters Score -9626995 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -9627087.000000 Penalty: 5389.295898
	Iteration 20F: 3 clusters Score -9627087 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -9627193.000000 Penalty: 5389.295898
	Iteration 21Q: 3 clusters Score -9627193 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -9627304.000000 Penalty: 5389.295898
	Iteration 22Q: 3 clusters Score -9627304 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -9627387.000000 Penalty: 5389.295898
	Iteration 23Q: 3 clusters Score -9627387 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -9627503.000000 Penalty: 5389.295898
	Iteration 24Q: 3 clusters Score -9627503 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -9627604.000000 Penalty: 5389.295898
	Iteration 25Q: 3 clusters Score -9627604 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -9627714.000000 Penalty: 5389.295898
	Iteration 26Q: 3 clusters Score -9627714 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -9627775.000000 Penalty: 5389.295898
	Iteration 27Q: 3 clusters Score -9627775 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -9627895.000000 Penalty: 5389.295898
	Iteration 28Q: 3 clusters Score -9627895 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -9627965.000000 Penalty: 5389.295898
	Iteration 29Q: 3 clusters Score -9627965 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -9628010.000000 Penalty: 5389.295898
	Iteration 30Q: 3 clusters Score -9628010 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -9628069.000000 Penalty: 5389.295898
	Iteration 31Q: 3 clusters Score -9628069 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -9628137.000000 Penalty: 5389.295898
	Iteration 32Q: 3 clusters Score -9628137 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -9628247.000000 Penalty: 5389.295898
	Iteration 33Q: 3 clusters Score -9628247 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -9628336.000000 Penalty: 5389.295898
	Iteration 34Q: 3 clusters Score -9628336 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -9628434.000000 Penalty: 5389.295898
	Iteration 35Q: 3 clusters Score -9628434 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -9628507.000000 Penalty: 5389.295898
	Iteration 36Q: 3 clusters Score -9628507 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -9628559.000000 Penalty: 5389.295898
	Iteration 37Q: 3 clusters Score -9628559 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -9628570.000000 Penalty: 5389.295898
	Iteration 38Q: 3 clusters Score -9628570 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -9628639.000000 Penalty: 5389.295898
	Iteration 39Q: 3 clusters Score -9628639 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -9628736.000000 Penalty: 5389.295898
	Iteration 40F: 3 clusters Score -9628736 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -9628794.000000 Penalty: 5389.295898
	Iteration 41Q: 3 clusters Score -9628794 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -9628849.000000 Penalty: 5389.295898
	Iteration 42Q: 3 clusters Score -9628849 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -9628919.000000 Penalty: 5389.295898
	Iteration 43Q: 3 clusters Score -9628919 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -9628993.000000 Penalty: 5389.295898
	Iteration 44Q: 3 clusters Score -9628993 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -9629075.000000 Penalty: 5389.295898
	Iteration 45Q: 3 clusters Score -9629075 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -9629132.000000 Penalty: 5389.295898
	Iteration 46Q: 3 clusters Score -9629132 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -9629188.000000 Penalty: 5389.295898
	Iteration 47Q: 3 clusters Score -9629188 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -9629242.000000 Penalty: 5389.295898
	Iteration 48Q: 3 clusters Score -9629242 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -9629276.000000 Penalty: 5389.295898
	Iteration 49Q: 3 clusters Score -9629276 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -9629296.000000 Penalty: 5389.295898
	Iteration 50Q: 3 clusters Score -9629296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -9629290.000000 Penalty: 5389.295898
	Iteration 51Q: 3 clusters Score -9629290 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -9629318.000000 Penalty: 5389.295898
	Iteration 52Q: 3 clusters Score -9629318 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -9629364.000000 Penalty: 5389.295898
	Iteration 53Q: 3 clusters Score -9629364 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -9629344.000000 Penalty: 5389.295898
	Iteration 54Q: 3 clusters Score -9629344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -9629384.000000 Penalty: 5389.295898
	Iteration 55Q: 3 clusters Score -9629384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -9629420.000000 Penalty: 5389.295898
	Iteration 56Q: 3 clusters Score -9629420 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -9629460.000000 Penalty: 5389.295898
	Iteration 57Q: 3 clusters Score -9629460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -9629521.000000 Penalty: 5389.295898
	Iteration 58Q: 3 clusters Score -9629521 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -9629521.000000 Penalty: 5389.295898
	Iteration 59Q: 3 clusters Score -9629521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -9629567.000000 Penalty: 5389.295898
	Iteration 60F: 3 clusters Score -9629567 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -9629601.000000 Penalty: 5389.295898
	Iteration 61Q: 3 clusters Score -9629601 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -9629622.000000 Penalty: 5389.295898
	Iteration 62Q: 3 clusters Score -9629622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -9629642.000000 Penalty: 5389.295898
	Iteration 63Q: 3 clusters Score -9629642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -9629672.000000 Penalty: 5389.295898
	Iteration 64Q: 3 clusters Score -9629672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -9629684.000000 Penalty: 5389.295898
	Iteration 65Q: 3 clusters Score -9629684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -9629707.000000 Penalty: 5389.295898
	Iteration 66Q: 3 clusters Score -9629707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -9629739.000000 Penalty: 5389.295898
	Iteration 67Q: 3 clusters Score -9629739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -9629755.000000 Penalty: 5389.295898
	Iteration 68Q: 3 clusters Score -9629755 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -9629778.000000 Penalty: 5389.295898
	Iteration 69Q: 3 clusters Score -9629778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -9629783.000000 Penalty: 5389.295898
	Iteration 70Q: 3 clusters Score -9629783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -9629790.000000 Penalty: 5389.295898
	Iteration 71Q: 3 clusters Score -9629790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -9629793.000000 Penalty: 5389.295898
	Iteration 72Q: 3 clusters Score -9629793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -9629806.000000 Penalty: 5389.295898
	Iteration 73Q: 3 clusters Score -9629806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -9629821.000000 Penalty: 5389.295898
	Iteration 74Q: 3 clusters Score -9629821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -9629833.000000 Penalty: 5389.295898
	Iteration 75Q: 3 clusters Score -9629833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -9629842.000000 Penalty: 5389.295898
	Iteration 76Q: 3 clusters Score -9629842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -9629840.000000 Penalty: 5389.295898
	Iteration 77Q: 3 clusters Score -9629840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -9629850.000000 Penalty: 5389.295898
	Iteration 78Q: 3 clusters Score -9629850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -9629846.000000 Penalty: 5389.295898
	Iteration 79Q: 3 clusters Score -9629846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -9629859.000000 Penalty: 5389.295898
	Iteration 80F: 3 clusters Score -9629859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -9629861.000000 Penalty: 5389.295898
	Iteration 81Q: 3 clusters Score -9629861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -9629855.000000 Penalty: 5389.295898
	Iteration 82Q: 3 clusters Score -9629855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -9629851.000000 Penalty: 5389.295898
	Iteration 83Q: 3 clusters Score -9629851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -9629858.000000 Penalty: 5389.295898
	Iteration 84Q: 3 clusters Score -9629858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -9629847.000000 Penalty: 5389.295898
	Iteration 85Q: 3 clusters Score -9629847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -9629858.000000 Penalty: 5389.295898
	Iteration 86Q: 3 clusters Score -9629858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -9629862.000000 Penalty: 5389.295898
	Iteration 87Q: 3 clusters Score -9629862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -9629861.000000 Penalty: 5389.295898
	Iteration 88Q: 3 clusters Score -9629861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -9629855.000000 Penalty: 5389.295898
	Iteration 89Q: 3 clusters Score -9629855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -9629858.000000 Penalty: 5389.295898
	Iteration 90Q: 3 clusters Score -9629858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -9629862.000000 Penalty: 5389.295898
	Iteration 91Q: 3 clusters Score -9629862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -9629856.000000 Penalty: 5389.295898
	Iteration 92Q: 3 clusters Score -9629856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -9629869.000000 Penalty: 5389.295898
	Iteration 93Q: 3 clusters Score -9629869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -9629861.000000 Penalty: 5389.295898
	Iteration 94Q: 3 clusters Score -9629861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -9629860.000000 Penalty: 5389.295898
	Iteration 95Q: 3 clusters Score -9629860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -9629864.000000 Penalty: 5389.295898
	Iteration 96Q: 3 clusters Score -9629864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -9629869.000000 Penalty: 5389.295898
	Iteration 97Q: 3 clusters Score -9629869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -9629860.000000 Penalty: 5389.295898
	Iteration 98Q: 3 clusters Score -9629860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -9629861.000000 Penalty: 5389.295898
	Iteration 99Q: 3 clusters Score -9629861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -9629866.000000 Penalty: 5389.295898
	Iteration 100F: 3 clusters Score -9629866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -9629874.000000 Penalty: 5389.295898
	Iteration 101Q: 3 clusters Score -9629874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -9629869.000000 Penalty: 5389.295898
	Iteration 102Q: 3 clusters Score -9629869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -9629870.000000 Penalty: 5389.295898
	Iteration 103Q: 3 clusters Score -9629870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -9629873.000000 Penalty: 5389.295898
	Iteration 104Q: 3 clusters Score -9629873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -9629881.000000 Penalty: 5389.295898
	Iteration 105Q: 3 clusters Score -9629881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -9629867.000000 Penalty: 5389.295898
	Iteration 106Q: 3 clusters Score -9629867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -9629884.000000 Penalty: 5389.295898
	Iteration 107Q: 3 clusters Score -9629884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -9629870.000000 Penalty: 5389.295898
	Iteration 108Q: 3 clusters Score -9629870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -9629870.000000 Penalty: 5389.295898
	Iteration 109Q: 3 clusters Score -9629870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -9629865.000000 Penalty: 5389.295898
	Iteration 110Q: 3 clusters Score -9629865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -9629868.000000 Penalty: 5389.295898
	Iteration 111Q: 3 clusters Score -9629868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -9629869.000000 Penalty: 5389.295898
	Iteration 112Q: 3 clusters Score -9629869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -9629864.000000 Penalty: 5389.295898
	Iteration 113Q: 3 clusters Score -9629864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -9629864.000000 Penalty: 5389.295898
	Iteration 114F: 3 clusters Score -9629864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Entering Unmasked Estep 
Score: -8672736.000000 Penalty: 2667.220215
	Iteration 0F: 2 clusters Score -8672736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -8642619.000000 Penalty: 5334.440430
	Iteration 0F: 3 clusters Score -8642619 nChanged 21730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -8654580.000000 Penalty: 5334.440430
	Iteration 1F: 3 clusters Score -8654580 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -8655111.000000 Penalty: 5334.440430
	Iteration 2Q: 3 clusters Score -8655111 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -8655536.000000 Penalty: 5334.440430
	Iteration 3Q: 3 clusters Score -8655536 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -8655870.000000 Penalty: 5334.440430
	Iteration 4Q: 3 clusters Score -8655870 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -8656099.000000 Penalty: 5334.440430
	Iteration 5Q: 3 clusters Score -8656099 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -8656315.000000 Penalty: 5334.440430
	Iteration 6Q: 3 clusters Score -8656315 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -8656510.000000 Penalty: 5334.440430
	Iteration 7Q: 3 clusters Score -8656510 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -8656690.000000 Penalty: 5334.440430
	Iteration 8Q: 3 clusters Score -8656690 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -8656870.000000 Penalty: 5334.440430
	Iteration 9Q: 3 clusters Score -8656870 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -8657053.000000 Penalty: 5334.440430
	Iteration 10Q: 3 clusters Score -8657053 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -8657359.000000 Penalty: 5334.440430
	Iteration 11Q: 3 clusters Score -8657359 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -8657838.000000 Penalty: 5334.440430
	Iteration 12Q: 3 clusters Score -8657838 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -8658597.000000 Penalty: 5334.440430
	Iteration 13Q: 3 clusters Score -8658597 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -8659759.000000 Penalty: 5334.440430
	Iteration 14Q: 3 clusters Score -8659759 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -8661308.000000 Penalty: 5334.440430
	Iteration 15F: 3 clusters Score -8661308 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -8663153.000000 Penalty: 5334.440430
	Iteration 16F: 3 clusters Score -8663153 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -8664999.000000 Penalty: 5334.440430
	Iteration 17F: 3 clusters Score -8664999 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -8666523.000000 Penalty: 5334.440430
	Iteration 18Q: 3 clusters Score -8666523 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -8667726.000000 Penalty: 5334.440430
	Iteration 19Q: 3 clusters Score -8667726 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8668727.000000 Penalty: 5334.440430
	Iteration 20F: 3 clusters Score -8668727 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8669438.000000 Penalty: 5334.440430
	Iteration 21Q: 3 clusters Score -8669438 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -8669838.000000 Penalty: 5334.440430
	Iteration 22Q: 3 clusters Score -8669838 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -8670028.000000 Penalty: 5334.440430
	Iteration 23Q: 3 clusters Score -8670028 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -8670243.000000 Penalty: 5334.440430
	Iteration 24Q: 3 clusters Score -8670243 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -8670315.000000 Penalty: 5334.440430
	Iteration 25Q: 3 clusters Score -8670315 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -8670412.000000 Penalty: 5334.440430
	Iteration 26Q: 3 clusters Score -8670412 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -8670455.000000 Penalty: 5334.440430
	Iteration 27Q: 3 clusters Score -8670455 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -8670518.000000 Penalty: 5334.440430
	Iteration 28Q: 3 clusters Score -8670518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -8670539.000000 Penalty: 5334.440430
	Iteration 29Q: 3 clusters Score -8670539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -8670538.000000 Penalty: 5334.440430
	Iteration 30Q: 3 clusters Score -8670538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -8670543.000000 Penalty: 5334.440430
	Iteration 31Q: 3 clusters Score -8670543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8670560.000000 Penalty: 5334.440430
	Iteration 32Q: 3 clusters Score -8670560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -8670570.000000 Penalty: 5334.440430
	Iteration 33Q: 3 clusters Score -8670570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -8670576.000000 Penalty: 5334.440430
	Iteration 34Q: 3 clusters Score -8670576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -8670595.000000 Penalty: 5334.440430
	Iteration 35Q: 3 clusters Score -8670595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8670595.000000 Penalty: 5334.440430
	Iteration 36Q: 3 clusters Score -8670595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8670596.000000 Penalty: 5334.440430
	Iteration 37Q: 3 clusters Score -8670596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -8670596.000000 Penalty: 5334.440430
	Iteration 38Q: 3 clusters Score -8670596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -8670596.000000 Penalty: 5334.440430
	Iteration 39Q: 3 clusters Score -8670596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -8670600.000000 Penalty: 5334.440430
	Iteration 40F: 3 clusters Score -8670600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -8670598.000000 Penalty: 5334.440430
	Iteration 41Q: 3 clusters Score -8670598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -8670611.000000 Penalty: 5334.440430
	Iteration 42Q: 3 clusters Score -8670611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -8670610.000000 Penalty: 5334.440430
	Iteration 43Q: 3 clusters Score -8670610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -8670610.000000 Penalty: 5334.440430
	Iteration 44Q: 3 clusters Score -8670610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -8670614.000000 Penalty: 5334.440430
	Iteration 45Q: 3 clusters Score -8670614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -8670613.000000 Penalty: 5334.440430
	Iteration 46Q: 3 clusters Score -8670613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -8670613.000000 Penalty: 5334.440430
	Iteration 47F: 3 clusters Score -8670613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Entering Unmasked Estep 
Score: -8327669.000000 Penalty: 2656.308838
	Iteration 0F: 2 clusters Score -8327669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -8298665.500000 Penalty: 5312.617676
	Iteration 0F: 3 clusters Score -8298666 nChanged 20599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -8309890.000000 Penalty: 5312.617676
	Iteration 1F: 3 clusters Score -8309890 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -8310555.000000 Penalty: 5312.617676
	Iteration 2Q: 3 clusters Score -8310555 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -8311383.000000 Penalty: 5312.617676
	Iteration 3Q: 3 clusters Score -8311383 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -8312698.000000 Penalty: 5312.617676
	Iteration 4F: 3 clusters Score -8312698 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -8314558.500000 Penalty: 5312.617676
	Iteration 5F: 3 clusters Score -8314558 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -8317148.500000 Penalty: 5312.617676
	Iteration 6F: 3 clusters Score -8317148 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -8320478.500000 Penalty: 5312.617676
	Iteration 7F: 3 clusters Score -8320478 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -8323989.000000 Penalty: 5312.617676
	Iteration 8F: 3 clusters Score -8323989 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -8326017.500000 Penalty: 5312.617676
	Iteration 9F: 3 clusters Score -8326018 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -8326550.000000 Penalty: 5312.617676
	Iteration 10Q: 3 clusters Score -8326550 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -8326712.000000 Penalty: 5312.617676
	Iteration 11Q: 3 clusters Score -8326712 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -8326794.500000 Penalty: 5312.617676
	Iteration 12Q: 3 clusters Score -8326794 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -8326818.500000 Penalty: 5312.617676
	Iteration 13Q: 3 clusters Score -8326818 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -8326846.500000 Penalty: 5312.617676
	Iteration 14Q: 3 clusters Score -8326846 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -8326856.500000 Penalty: 5312.617676
	Iteration 15Q: 3 clusters Score -8326856 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -8326878.500000 Penalty: 5312.617676
	Iteration 16Q: 3 clusters Score -8326878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -8326888.000000 Penalty: 5312.617676
	Iteration 17Q: 3 clusters Score -8326888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -8326903.000000 Penalty: 5312.617676
	Iteration 18Q: 3 clusters Score -8326903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -8326899.500000 Penalty: 5312.617676
	Iteration 19Q: 3 clusters Score -8326900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -8326907.000000 Penalty: 5312.617676
	Iteration 20F: 3 clusters Score -8326907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -8326921.500000 Penalty: 5312.617676
	Iteration 21Q: 3 clusters Score -8326922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -8326921.500000 Penalty: 5312.617676
	Iteration 22Q: 3 clusters Score -8326922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -8326935.500000 Penalty: 5312.617676
	Iteration 23Q: 3 clusters Score -8326936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -8326933.500000 Penalty: 5312.617676
	Iteration 24Q: 3 clusters Score -8326934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -8326929.000000 Penalty: 5312.617676
	Iteration 25Q: 3 clusters Score -8326929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -8326927.500000 Penalty: 5312.617676
	Iteration 26Q: 3 clusters Score -8326928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -8326917.000000 Penalty: 5312.617676
	Iteration 27Q: 3 clusters Score -8326917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -8326918.500000 Penalty: 5312.617676
	Iteration 28Q: 3 clusters Score -8326918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -8326913.000000 Penalty: 5312.617676
	Iteration 29Q: 3 clusters Score -8326913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -8326913.000000 Penalty: 5312.617676
	Iteration 30F: 3 clusters Score -8326913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Entering Unmasked Estep 
Score: -9200133.000000 Penalty: 2680.100098
	Iteration 0F: 2 clusters Score -9200133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -9170553.000000 Penalty: 5360.200195
	Iteration 0F: 3 clusters Score -9170553 nChanged 22695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -9183179.000000 Penalty: 5360.200195
	Iteration 1F: 3 clusters Score -9183179 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -9183672.000000 Penalty: 5360.200195
	Iteration 2Q: 3 clusters Score -9183672 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -9183978.000000 Penalty: 5360.200195
	Iteration 3Q: 3 clusters Score -9183978 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -9184378.000000 Penalty: 5360.200195
	Iteration 4Q: 3 clusters Score -9184378 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -9184860.000000 Penalty: 5360.200195
	Iteration 5Q: 3 clusters Score -9184860 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -9185368.000000 Penalty: 5360.200195
	Iteration 6Q: 3 clusters Score -9185368 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -9186056.000000 Penalty: 5360.200195
	Iteration 7Q: 3 clusters Score -9186056 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -9187060.000000 Penalty: 5360.200195
	Iteration 8Q: 3 clusters Score -9187060 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -9188791.000000 Penalty: 5360.200195
	Iteration 9F: 3 clusters Score -9188791 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -9190765.000000 Penalty: 5360.200195
	Iteration 10F: 3 clusters Score -9190765 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -9192962.000000 Penalty: 5360.200195
	Iteration 11F: 3 clusters Score -9192962 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -9194762.000000 Penalty: 5360.200195
	Iteration 12Q: 3 clusters Score -9194762 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -9195922.000000 Penalty: 5360.200195
	Iteration 13Q: 3 clusters Score -9195922 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -9196594.000000 Penalty: 5360.200195
	Iteration 14Q: 3 clusters Score -9196594 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -9196992.000000 Penalty: 5360.200195
	Iteration 15Q: 3 clusters Score -9196992 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -9197366.000000 Penalty: 5360.200195
	Iteration 16Q: 3 clusters Score -9197366 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -9197613.000000 Penalty: 5360.200195
	Iteration 17Q: 3 clusters Score -9197613 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -9197766.000000 Penalty: 5360.200195
	Iteration 18Q: 3 clusters Score -9197766 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -9197923.000000 Penalty: 5360.200195
	Iteration 19Q: 3 clusters Score -9197923 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -9198091.000000 Penalty: 5360.200195
	Iteration 20F: 3 clusters Score -9198091 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -9198186.000000 Penalty: 5360.200195
	Iteration 21Q: 3 clusters Score -9198186 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -9198249.000000 Penalty: 5360.200195
	Iteration 22Q: 3 clusters Score -9198249 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -9198291.000000 Penalty: 5360.200195
	Iteration 23Q: 3 clusters Score -9198291 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -9198302.000000 Penalty: 5360.200195
	Iteration 24Q: 3 clusters Score -9198302 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -9198261.000000 Penalty: 5360.200195
	Iteration 25Q: 3 clusters Score -9198261 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -9198315.000000 Penalty: 5360.200195
	Iteration 26Q: 3 clusters Score -9198315 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -9198305.000000 Penalty: 5360.200195
	Iteration 27Q: 3 clusters Score -9198305 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -9198296.000000 Penalty: 5360.200195
	Iteration 28Q: 3 clusters Score -9198296 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -9198304.000000 Penalty: 5360.200195
	Iteration 29Q: 3 clusters Score -9198304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -9198299.000000 Penalty: 5360.200195
	Iteration 30Q: 3 clusters Score -9198299 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -9198315.000000 Penalty: 5360.200195
	Iteration 31Q: 3 clusters Score -9198315 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -9198339.000000 Penalty: 5360.200195
	Iteration 32Q: 3 clusters Score -9198339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -9198326.000000 Penalty: 5360.200195
	Iteration 33Q: 3 clusters Score -9198326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -9198326.000000 Penalty: 5360.200195
	Iteration 34Q: 3 clusters Score -9198326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -9198347.000000 Penalty: 5360.200195
	Iteration 35Q: 3 clusters Score -9198347 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -9198350.000000 Penalty: 5360.200195
	Iteration 36Q: 3 clusters Score -9198350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -9198357.000000 Penalty: 5360.200195
	Iteration 37Q: 3 clusters Score -9198357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -9198348.000000 Penalty: 5360.200195
	Iteration 38Q: 3 clusters Score -9198348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -9198356.000000 Penalty: 5360.200195
	Iteration 39Q: 3 clusters Score -9198356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -9198346.000000 Penalty: 5360.200195
	Iteration 40F: 3 clusters Score -9198346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -9198349.000000 Penalty: 5360.200195
	Iteration 41Q: 3 clusters Score -9198349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -9198353.000000 Penalty: 5360.200195
	Iteration 42Q: 3 clusters Score -9198353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -9198344.000000 Penalty: 5360.200195
	Iteration 43Q: 3 clusters Score -9198344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -9198364.000000 Penalty: 5360.200195
	Iteration 44Q: 3 clusters Score -9198364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -9198353.000000 Penalty: 5360.200195
	Iteration 45Q: 3 clusters Score -9198353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -9198363.000000 Penalty: 5360.200195
	Iteration 46Q: 3 clusters Score -9198363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -9198351.000000 Penalty: 5360.200195
	Iteration 47Q: 3 clusters Score -9198351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -9198343.000000 Penalty: 5360.200195
	Iteration 48Q: 3 clusters Score -9198343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -9198346.000000 Penalty: 5360.200195
	Iteration 49Q: 3 clusters Score -9198346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -9198345.000000 Penalty: 5360.200195
	Iteration 50Q: 3 clusters Score -9198345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -9198353.000000 Penalty: 5360.200195
	Iteration 51Q: 3 clusters Score -9198353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -9198362.000000 Penalty: 5360.200195
	Iteration 52Q: 3 clusters Score -9198362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -9198349.000000 Penalty: 5360.200195
	Iteration 53Q: 3 clusters Score -9198349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -9198347.000000 Penalty: 5360.200195
	Iteration 54Q: 3 clusters Score -9198347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -9198344.000000 Penalty: 5360.200195
	Iteration 55Q: 3 clusters Score -9198344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -9198343.000000 Penalty: 5360.200195
	Iteration 56Q: 3 clusters Score -9198343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -9198340.000000 Penalty: 5360.200195
	Iteration 57Q: 3 clusters Score -9198340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -9198342.000000 Penalty: 5360.200195
	Iteration 58Q: 3 clusters Score -9198342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -9198343.000000 Penalty: 5360.200195
	Iteration 59Q: 3 clusters Score -9198343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -9198344.000000 Penalty: 5360.200195
	Iteration 60F: 3 clusters Score -9198344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -9198353.000000 Penalty: 5360.200195
	Iteration 61Q: 3 clusters Score -9198353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -9198351.000000 Penalty: 5360.200195
	Iteration 62Q: 3 clusters Score -9198351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -9198355.000000 Penalty: 5360.200195
	Iteration 63Q: 3 clusters Score -9198355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -9198357.000000 Penalty: 5360.200195
	Iteration 64Q: 3 clusters Score -9198357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9198354.000000 Penalty: 5360.200195
	Iteration 65Q: 3 clusters Score -9198354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -9198358.000000 Penalty: 5360.200195
	Iteration 66Q: 3 clusters Score -9198358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -9198360.000000 Penalty: 5360.200195
	Iteration 67Q: 3 clusters Score -9198360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -9198358.000000 Penalty: 5360.200195
	Iteration 68Q: 3 clusters Score -9198358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -9198357.000000 Penalty: 5360.200195
	Iteration 69Q: 3 clusters Score -9198357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -9198358.000000 Penalty: 5360.200195
	Iteration 70Q: 3 clusters Score -9198358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -9198361.000000 Penalty: 5360.200195
	Iteration 71Q: 3 clusters Score -9198361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -9198361.000000 Penalty: 5360.200195
	Iteration 72F: 3 clusters Score -9198361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -128694.320312 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -128694.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -126887.335938 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -126887.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127553.226562 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -127553.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127948.757812 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -127948.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -128127.906250 Penalty: 3439.460938
	Iteration 3F: 3 clusters Score -128127.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128228.648438 Penalty: 3439.460938
	Iteration 4Q: 3 clusters Score -128228.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -128360.023438 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -128360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128464.804688 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -128464.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -128576.234375 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -128576.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128686.070312 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -128686.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128790.625000 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -128790.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -128846.148438 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -128846.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128901.343750 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -128901.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -128945.898438 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -128945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128983.515625 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -128983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -129005.625000 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -129005.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -129023.531250 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -129023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129029.015625 Penalty: 3439.460938
	Iteration 16Q: 3 clusters Score -129029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129065.796875 Penalty: 3439.460938
	Iteration 17F: 3 clusters Score -129065.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -129144.210938 Penalty: 3439.460938
	Iteration 18Q: 3 clusters Score -129144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -129173.625000 Penalty: 3439.460938
	Iteration 19Q: 3 clusters Score -129173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129184.593750 Penalty: 3439.460938
	Iteration 20F: 3 clusters Score -129184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -129190.828125 Penalty: 3439.460938
	Iteration 21Q: 3 clusters Score -129190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129213.406250 Penalty: 3439.460938
	Iteration 22Q: 3 clusters Score -129213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -129239.312500 Penalty: 3439.460938
	Iteration 23Q: 3 clusters Score -129239.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129247.320312 Penalty: 3439.460938
	Iteration 24Q: 3 clusters Score -129247.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129260.812500 Penalty: 3439.460938
	Iteration 25Q: 3 clusters Score -129260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -129275.531250 Penalty: 3439.460938
	Iteration 26Q: 3 clusters Score -129275.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129276.632812 Penalty: 3439.460938
	Iteration 27Q: 3 clusters Score -129276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129276.632812 Penalty: 3439.460938
	Iteration 28F: 3 clusters Score -129276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46011 members 
Mstep: Class 4 contains 37151 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47263 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43107 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 52340 members 
Mstep: Class 11 contains 46860 members 
Mstep: Class 12 contains 44843 members 
Mstep: Class 13 contains 49358 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 44026 members 
Mstep: Class 16 contains 44137 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 51191 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 46384 members 
Mstep: Class 22 contains 537 members 
Entering Unmasked Estep 
Score: -106685816.000000 Penalty: 72451.218750
Splitting cluster 14 changes total score from -106687208.000000 to -106685816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (44026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Entering Unmasked Estep 
Score: -8207699.000000 Penalty: 2651.748779
	Iteration 0F: 2 clusters Score -8207699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -8178918.000000 Penalty: 5303.497559
	Iteration 0F: 3 clusters Score -8178918 nChanged 20285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -8190445.000000 Penalty: 5303.497559
	Iteration 1F: 3 clusters Score -8190445 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -8191143.500000 Penalty: 5303.497559
	Iteration 2Q: 3 clusters Score -8191144 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -8191904.000000 Penalty: 5303.497559
	Iteration 3Q: 3 clusters Score -8191904 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -8192666.500000 Penalty: 5303.497559
	Iteration 4Q: 3 clusters Score -8192666 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -8193504.500000 Penalty: 5303.497559
	Iteration 5Q: 3 clusters Score -8193504 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -8194273.500000 Penalty: 5303.497559
	Iteration 6Q: 3 clusters Score -8194274 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -8195230.000000 Penalty: 5303.497559
	Iteration 7Q: 3 clusters Score -8195230 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -8196246.000000 Penalty: 5303.497559
	Iteration 8Q: 3 clusters Score -8196246 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -8197390.500000 Penalty: 5303.497559
	Iteration 9Q: 3 clusters Score -8197390 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -8198610.000000 Penalty: 5303.497559
	Iteration 10Q: 3 clusters Score -8198610 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -8199896.000000 Penalty: 5303.497559
	Iteration 11Q: 3 clusters Score -8199896 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -8200935.000000 Penalty: 5303.497559
	Iteration 12Q: 3 clusters Score -8200935 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -8201739.000000 Penalty: 5303.497559
	Iteration 13Q: 3 clusters Score -8201739 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -8202291.000000 Penalty: 5303.497559
	Iteration 14Q: 3 clusters Score -8202291 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -8202651.000000 Penalty: 5303.497559
	Iteration 15Q: 3 clusters Score -8202651 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -8202940.500000 Penalty: 5303.497559
	Iteration 16Q: 3 clusters Score -8202940 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -8203193.000000 Penalty: 5303.497559
	Iteration 17Q: 3 clusters Score -8203193 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -8203383.000000 Penalty: 5303.497559
	Iteration 18Q: 3 clusters Score -8203383 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -8203590.000000 Penalty: 5303.497559
	Iteration 19Q: 3 clusters Score -8203590 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -8203794.000000 Penalty: 5303.497559
	Iteration 20F: 3 clusters Score -8203794 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -8203935.000000 Penalty: 5303.497559
	Iteration 21Q: 3 clusters Score -8203935 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8204094.000000 Penalty: 5303.497559
	Iteration 22Q: 3 clusters Score -8204094 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -8204281.500000 Penalty: 5303.497559
	Iteration 23Q: 3 clusters Score -8204282 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -8204422.000000 Penalty: 5303.497559
	Iteration 24Q: 3 clusters Score -8204422 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -8204562.000000 Penalty: 5303.497559
	Iteration 25Q: 3 clusters Score -8204562 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -8204723.500000 Penalty: 5303.497559
	Iteration 26Q: 3 clusters Score -8204724 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -8204854.500000 Penalty: 5303.497559
	Iteration 27Q: 3 clusters Score -8204854 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -8204957.000000 Penalty: 5303.497559
	Iteration 28Q: 3 clusters Score -8204957 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -8205039.500000 Penalty: 5303.497559
	Iteration 29Q: 3 clusters Score -8205040 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -8205136.000000 Penalty: 5303.497559
	Iteration 30Q: 3 clusters Score -8205136 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -8205228.000000 Penalty: 5303.497559
	Iteration 31Q: 3 clusters Score -8205228 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -8205357.000000 Penalty: 5303.497559
	Iteration 32Q: 3 clusters Score -8205357 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -8205442.500000 Penalty: 5303.497559
	Iteration 33Q: 3 clusters Score -8205442 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -8205516.500000 Penalty: 5303.497559
	Iteration 34Q: 3 clusters Score -8205516 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -8205565.000000 Penalty: 5303.497559
	Iteration 35Q: 3 clusters Score -8205565 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -8205618.000000 Penalty: 5303.497559
	Iteration 36Q: 3 clusters Score -8205618 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -8205630.000000 Penalty: 5303.497559
	Iteration 37Q: 3 clusters Score -8205630 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -8205654.500000 Penalty: 5303.497559
	Iteration 38Q: 3 clusters Score -8205654 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8205669.000000 Penalty: 5303.497559
	Iteration 39Q: 3 clusters Score -8205669 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -8205657.500000 Penalty: 5303.497559
	Iteration 40F: 3 clusters Score -8205658 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -8205695.500000 Penalty: 5303.497559
	Iteration 41Q: 3 clusters Score -8205696 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -8205690.000000 Penalty: 5303.497559
	Iteration 42Q: 3 clusters Score -8205690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -8205678.000000 Penalty: 5303.497559
	Iteration 43Q: 3 clusters Score -8205678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -8205689.500000 Penalty: 5303.497559
	Iteration 44Q: 3 clusters Score -8205690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -8205717.000000 Penalty: 5303.497559
	Iteration 45Q: 3 clusters Score -8205717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8205695.500000 Penalty: 5303.497559
	Iteration 46Q: 3 clusters Score -8205696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -8205711.500000 Penalty: 5303.497559
	Iteration 47Q: 3 clusters Score -8205712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -8205713.500000 Penalty: 5303.497559
	Iteration 48Q: 3 clusters Score -8205714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -8205704.500000 Penalty: 5303.497559
	Iteration 49Q: 3 clusters Score -8205704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -8205704.000000 Penalty: 5303.497559
	Iteration 50Q: 3 clusters Score -8205704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -8205707.000000 Penalty: 5303.497559
	Iteration 51Q: 3 clusters Score -8205707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8205709.000000 Penalty: 5303.497559
	Iteration 52Q: 3 clusters Score -8205709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -8205696.500000 Penalty: 5303.497559
	Iteration 53Q: 3 clusters Score -8205696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -8205701.500000 Penalty: 5303.497559
	Iteration 54Q: 3 clusters Score -8205702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -8205706.500000 Penalty: 5303.497559
	Iteration 55Q: 3 clusters Score -8205706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -8205703.000000 Penalty: 5303.497559
	Iteration 56Q: 3 clusters Score -8205703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8205708.500000 Penalty: 5303.497559
	Iteration 57Q: 3 clusters Score -8205708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -8205705.500000 Penalty: 5303.497559
	Iteration 58Q: 3 clusters Score -8205706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -8205710.500000 Penalty: 5303.497559
	Iteration 59Q: 3 clusters Score -8205710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -8205697.500000 Penalty: 5303.497559
	Iteration 60F: 3 clusters Score -8205698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -8205701.000000 Penalty: 5303.497559
	Iteration 61Q: 3 clusters Score -8205701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -8205705.500000 Penalty: 5303.497559
	Iteration 62Q: 3 clusters Score -8205706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -8205705.500000 Penalty: 5303.497559
	Iteration 63Q: 3 clusters Score -8205706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -8205695.500000 Penalty: 5303.497559
	Iteration 64Q: 3 clusters Score -8205696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -8205705.500000 Penalty: 5303.497559
	Iteration 65Q: 3 clusters Score -8205706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -8205706.000000 Penalty: 5303.497559
	Iteration 66Q: 3 clusters Score -8205706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -8205700.000000 Penalty: 5303.497559
	Iteration 67Q: 3 clusters Score -8205700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -8205698.500000 Penalty: 5303.497559
	Iteration 68Q: 3 clusters Score -8205698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -8205701.000000 Penalty: 5303.497559
	Iteration 69Q: 3 clusters Score -8205701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -8205720.500000 Penalty: 5303.497559
	Iteration 70Q: 3 clusters Score -8205720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8205725.500000 Penalty: 5303.497559
	Iteration 71Q: 3 clusters Score -8205726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -8205727.000000 Penalty: 5303.497559
	Iteration 72Q: 3 clusters Score -8205727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -8205727.500000 Penalty: 5303.497559
	Iteration 73Q: 3 clusters Score -8205728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -8205727.500000 Penalty: 5303.497559
	Iteration 74Q: 3 clusters Score -8205728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -8205720.000000 Penalty: 5303.497559
	Iteration 75Q: 3 clusters Score -8205720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -8205710.500000 Penalty: 5303.497559
	Iteration 76Q: 3 clusters Score -8205710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8205717.000000 Penalty: 5303.497559
	Iteration 77Q: 3 clusters Score -8205717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -8205723.000000 Penalty: 5303.497559
	Iteration 78Q: 3 clusters Score -8205723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -8205723.500000 Penalty: 5303.497559
	Iteration 79Q: 3 clusters Score -8205724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -8205730.500000 Penalty: 5303.497559
	Iteration 80F: 3 clusters Score -8205730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -8205727.500000 Penalty: 5303.497559
	Iteration 81Q: 3 clusters Score -8205728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -8205742.000000 Penalty: 5303.497559
	Iteration 82Q: 3 clusters Score -8205742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -8205735.000000 Penalty: 5303.497559
	Iteration 83Q: 3 clusters Score -8205735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -8205743.000000 Penalty: 5303.497559
	Iteration 84Q: 3 clusters Score -8205743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -8205742.500000 Penalty: 5303.497559
	Iteration 85Q: 3 clusters Score -8205742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -8205733.500000 Penalty: 5303.497559
	Iteration 86Q: 3 clusters Score -8205734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -8205736.500000 Penalty: 5303.497559
	Iteration 87Q: 3 clusters Score -8205736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8205730.000000 Penalty: 5303.497559
	Iteration 88Q: 3 clusters Score -8205730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -8205735.000000 Penalty: 5303.497559
	Iteration 89Q: 3 clusters Score -8205735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -8205743.000000 Penalty: 5303.497559
	Iteration 90Q: 3 clusters Score -8205743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8205745.000000 Penalty: 5303.497559
	Iteration 91Q: 3 clusters Score -8205745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -8205741.500000 Penalty: 5303.497559
	Iteration 92Q: 3 clusters Score -8205742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -8205737.500000 Penalty: 5303.497559
	Iteration 93Q: 3 clusters Score -8205738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -8205737.500000 Penalty: 5303.497559
	Iteration 94F: 3 clusters Score -8205738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Entering Unmasked Estep 
Score: -8129280.000000 Penalty: 2652.373291
	Iteration 0F: 2 clusters Score -8129280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -8100073.000000 Penalty: 5304.746582
	Iteration 0F: 3 clusters Score -8100073 nChanged 20211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -8111150.000000 Penalty: 5304.746582
	Iteration 1F: 3 clusters Score -8111150 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -8112029.000000 Penalty: 5304.746582
	Iteration 2Q: 3 clusters Score -8112029 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -8113139.500000 Penalty: 5304.746582
	Iteration 3F: 3 clusters Score -8113140 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -8114784.000000 Penalty: 5304.746582
	Iteration 4F: 3 clusters Score -8114784 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -8117127.000000 Penalty: 5304.746582
	Iteration 5F: 3 clusters Score -8117127 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -8119924.500000 Penalty: 5304.746582
	Iteration 6F: 3 clusters Score -8119924 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -8122497.500000 Penalty: 5304.746582
	Iteration 7F: 3 clusters Score -8122498 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -8124479.500000 Penalty: 5304.746582
	Iteration 8Q: 3 clusters Score -8124480 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -8125721.500000 Penalty: 5304.746582
	Iteration 9Q: 3 clusters Score -8125722 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -8126347.000000 Penalty: 5304.746582
	Iteration 10Q: 3 clusters Score -8126347 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -8126664.500000 Penalty: 5304.746582
	Iteration 11Q: 3 clusters Score -8126664 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -8126813.000000 Penalty: 5304.746582
	Iteration 12Q: 3 clusters Score -8126813 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8126890.500000 Penalty: 5304.746582
	Iteration 13Q: 3 clusters Score -8126890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -8126959.500000 Penalty: 5304.746582
	Iteration 14Q: 3 clusters Score -8126960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8126993.500000 Penalty: 5304.746582
	Iteration 15Q: 3 clusters Score -8126994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -8127025.000000 Penalty: 5304.746582
	Iteration 16Q: 3 clusters Score -8127025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -8127045.500000 Penalty: 5304.746582
	Iteration 17Q: 3 clusters Score -8127046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8127060.000000 Penalty: 5304.746582
	Iteration 18Q: 3 clusters Score -8127060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -8127070.500000 Penalty: 5304.746582
	Iteration 19Q: 3 clusters Score -8127070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -8127096.000000 Penalty: 5304.746582
	Iteration 20F: 3 clusters Score -8127096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -8127090.000000 Penalty: 5304.746582
	Iteration 21Q: 3 clusters Score -8127090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -8127102.000000 Penalty: 5304.746582
	Iteration 22Q: 3 clusters Score -8127102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -8127115.500000 Penalty: 5304.746582
	Iteration 23Q: 3 clusters Score -8127116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -8127120.000000 Penalty: 5304.746582
	Iteration 24Q: 3 clusters Score -8127120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -8127120.500000 Penalty: 5304.746582
	Iteration 25Q: 3 clusters Score -8127120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -8127122.500000 Penalty: 5304.746582
	Iteration 26Q: 3 clusters Score -8127122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -8127127.000000 Penalty: 5304.746582
	Iteration 27Q: 3 clusters Score -8127127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8127127.500000 Penalty: 5304.746582
	Iteration 28Q: 3 clusters Score -8127128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -8127127.500000 Penalty: 5304.746582
	Iteration 29Q: 3 clusters Score -8127128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -8127127.500000 Penalty: 5304.746582
	Iteration 30F: 3 clusters Score -8127128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Entering Unmasked Estep 
Score: -479748.875000 Penalty: 1965.797363
	Iteration 0F: 2 clusters Score -479748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -476645.937500 Penalty: 3931.594727
	Iteration 0F: 3 clusters Score -476645.9 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -477320.156250 Penalty: 3931.594727
	Iteration 1F: 3 clusters Score -477320.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -477597.343750 Penalty: 3931.594727
	Iteration 2F: 3 clusters Score -477597.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -477830.718750 Penalty: 3931.594727
	Iteration 3F: 3 clusters Score -477830.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -478001.312500 Penalty: 3931.594727
	Iteration 4F: 3 clusters Score -478001.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -478148.156250 Penalty: 3931.594727
	Iteration 5Q: 3 clusters Score -478148.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -478279.812500 Penalty: 3931.594727
	Iteration 6Q: 3 clusters Score -478279.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -478426.031250 Penalty: 3931.594727
	Iteration 7Q: 3 clusters Score -478426 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -478569.250000 Penalty: 3931.594727
	Iteration 8Q: 3 clusters Score -478569.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -478681.875000 Penalty: 3931.594727
	Iteration 9Q: 3 clusters Score -478681.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -478764.812500 Penalty: 3931.594727
	Iteration 10Q: 3 clusters Score -478764.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -478824.468750 Penalty: 3931.594727
	Iteration 11Q: 3 clusters Score -478824.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -478866.406250 Penalty: 3931.594727
	Iteration 12Q: 3 clusters Score -478866.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -478890.000000 Penalty: 3931.594727
	Iteration 13Q: 3 clusters Score -478890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -478908.656250 Penalty: 3931.594727
	Iteration 14Q: 3 clusters Score -478908.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -478919.875000 Penalty: 3931.594727
	Iteration 15Q: 3 clusters Score -478919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -478926.250000 Penalty: 3931.594727
	Iteration 16Q: 3 clusters Score -478926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -478929.000000 Penalty: 3931.594727
	Iteration 17Q: 3 clusters Score -478929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -478933.000000 Penalty: 3931.594727
	Iteration 18Q: 3 clusters Score -478933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -478936.093750 Penalty: 3931.594727
	Iteration 19Q: 3 clusters Score -478936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -478939.656250 Penalty: 3931.594727
	Iteration 20F: 3 clusters Score -478939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -478942.156250 Penalty: 3931.594727
	Iteration 21Q: 3 clusters Score -478942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -478943.125000 Penalty: 3931.594727
	Iteration 22Q: 3 clusters Score -478943.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -478944.843750 Penalty: 3931.594727
	Iteration 23Q: 3 clusters Score -478944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -478944.968750 Penalty: 3931.594727
	Iteration 24Q: 3 clusters Score -478945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -478944.968750 Penalty: 3931.594727
	Iteration 25F: 3 clusters Score -478945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Entering Unmasked Estep 
Score: -9567342.000000 Penalty: 2689.143066
	Iteration 0F: 2 clusters Score -9567342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -9538422.000000 Penalty: 5378.286133
	Iteration 0F: 3 clusters Score -9538422 nChanged 23470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -9551600.000000 Penalty: 5378.286133
	Iteration 1F: 3 clusters Score -9551600 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -9552239.000000 Penalty: 5378.286133
	Iteration 2Q: 3 clusters Score -9552239 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -9553004.000000 Penalty: 5378.286133
	Iteration 3Q: 3 clusters Score -9553004 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -9554082.000000 Penalty: 5378.286133
	Iteration 4Q: 3 clusters Score -9554082 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -9555762.000000 Penalty: 5378.286133
	Iteration 5F: 3 clusters Score -9555762 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -9558203.000000 Penalty: 5378.286133
	Iteration 6F: 3 clusters Score -9558203 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -9561276.000000 Penalty: 5378.286133
	Iteration 7F: 3 clusters Score -9561276 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -9563247.000000 Penalty: 5378.286133
	Iteration 8F: 3 clusters Score -9563247 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -9564593.000000 Penalty: 5378.286133
	Iteration 9Q: 3 clusters Score -9564593 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -9565111.000000 Penalty: 5378.286133
	Iteration 10Q: 3 clusters Score -9565111 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -9565256.000000 Penalty: 5378.286133
	Iteration 11Q: 3 clusters Score -9565256 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -9565154.000000 Penalty: 5378.286133
	Iteration 12Q: 3 clusters Score -9565154 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -9565162.000000 Penalty: 5378.286133
	Iteration 13Q: 3 clusters Score -9565162 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -9565166.000000 Penalty: 5378.286133
	Iteration 14Q: 3 clusters Score -9565166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -9565172.000000 Penalty: 5378.286133
	Iteration 15Q: 3 clusters Score -9565172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -9565184.000000 Penalty: 5378.286133
	Iteration 16Q: 3 clusters Score -9565184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -9565185.000000 Penalty: 5378.286133
	Iteration 17Q: 3 clusters Score -9565185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -9565182.000000 Penalty: 5378.286133
	Iteration 18Q: 3 clusters Score -9565182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -9565194.000000 Penalty: 5378.286133
	Iteration 19Q: 3 clusters Score -9565194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -9565191.000000 Penalty: 5378.286133
	Iteration 20F: 3 clusters Score -9565191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -9565199.000000 Penalty: 5378.286133
	Iteration 21Q: 3 clusters Score -9565199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -9565209.000000 Penalty: 5378.286133
	Iteration 22Q: 3 clusters Score -9565209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -9565211.000000 Penalty: 5378.286133
	Iteration 23Q: 3 clusters Score -9565211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -9565216.000000 Penalty: 5378.286133
	Iteration 24Q: 3 clusters Score -9565216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -9565220.000000 Penalty: 5378.286133
	Iteration 25Q: 3 clusters Score -9565220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -9565218.000000 Penalty: 5378.286133
	Iteration 26Q: 3 clusters Score -9565218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -9565224.000000 Penalty: 5378.286133
	Iteration 27Q: 3 clusters Score -9565224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -9565224.000000 Penalty: 5378.286133
	Iteration 28F: 3 clusters Score -9565224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -42011.140625 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -42011.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40726.160156 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -40726.16 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41022.320312 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -41022.32 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41312.300781 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -41312.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -41618.457031 Penalty: 3073.436279
	Iteration 3F: 3 clusters Score -41618.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -42108.035156 Penalty: 3073.436279
	Iteration 4F: 3 clusters Score -42108.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -42376.000000 Penalty: 3073.436279
	Iteration 5F: 3 clusters Score -42376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -42425.960938 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -42425.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -42440.199219 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -42440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -42465.550781 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -42465.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42478.035156 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -42478.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42492.945312 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -42492.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42507.113281 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -42507.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -42538.546875 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -42538.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42682.042969 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -42682.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -42711.390625 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -42711.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -42721.269531 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -42721.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42726.914062 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -42726.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42726.914062 Penalty: 3073.436279
	Iteration 17F: 3 clusters Score -42726.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46011 members 
Mstep: Class 4 contains 37151 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47263 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43107 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 52340 members 
Mstep: Class 11 contains 46860 members 
Mstep: Class 12 contains 44843 members 
Mstep: Class 13 contains 49358 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44026 members 
Mstep: Class 16 contains 44137 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 51191 members 
Mstep: Class 19 contains 177 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 46384 members 
Mstep: Class 22 contains 314 members 
Entering Unmasked Estep 
Score: -106685640.000000 Penalty: 72451.218750
Splitting cluster 19 changes total score from -106687208.000000 to -106685640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -1235326.250000 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -1235326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1229772.375000 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -1229772 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1231218.125000 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -1231218 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1231471.125000 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -1231471 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1231616.375000 Penalty: 4367.094238
	Iteration 3Q: 3 clusters Score -1231616 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1231717.375000 Penalty: 4367.094238
	Iteration 4Q: 3 clusters Score -1231717 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1231802.625000 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -1231803 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1231878.625000 Penalty: 4367.094238
	Iteration 6Q: 3 clusters Score -1231879 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1231945.625000 Penalty: 4367.094238
	Iteration 7Q: 3 clusters Score -1231946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1231999.375000 Penalty: 4367.094238
	Iteration 8Q: 3 clusters Score -1231999 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1232058.750000 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -1232059 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1232134.250000 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -1232134 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1232235.500000 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -1232236 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1232355.875000 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -1232356 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1232489.500000 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -1232490 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1232638.500000 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -1232638 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1232806.500000 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -1232806 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1232936.000000 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -1232936 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1233048.875000 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -1233049 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1233164.250000 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -1233164 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1233257.625000 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -1233258 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1233337.750000 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -1233338 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1233397.375000 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -1233397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1233450.875000 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -1233451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1233489.125000 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -1233489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1233525.625000 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -1233526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1233561.250000 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -1233561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1233579.250000 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -1233579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1233607.375000 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -1233607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1233640.000000 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -1233640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1233661.125000 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -1233661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1233674.000000 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -1233674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1233689.625000 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -1233690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1233699.750000 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -1233700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1233709.125000 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -1233709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1233719.375000 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -1233719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1233730.125000 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -1233730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1233743.125000 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -1233743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1233753.875000 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -1233754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1233763.375000 Penalty: 4367.094238
	Iteration 38Q: 3 clusters Score -1233763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1233772.000000 Penalty: 4367.094238
	Iteration 39Q: 3 clusters Score -1233772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1233773.125000 Penalty: 4367.094238
	Iteration 40F: 3 clusters Score -1233773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1233776.750000 Penalty: 4367.094238
	Iteration 41Q: 3 clusters Score -1233777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1233779.125000 Penalty: 4367.094238
	Iteration 42Q: 3 clusters Score -1233779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1233779.250000 Penalty: 4367.094238
	Iteration 43Q: 3 clusters Score -1233779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1233782.500000 Penalty: 4367.094238
	Iteration 44Q: 3 clusters Score -1233782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1233782.500000 Penalty: 4367.094238
	Iteration 45F: 3 clusters Score -1233782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Entering Unmasked Estep 
Score: -8746502.000000 Penalty: 2664.687988
	Iteration 0F: 2 clusters Score -8746502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -8717886.000000 Penalty: 5329.375977
	Iteration 0F: 3 clusters Score -8717886 nChanged 21295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -8729941.000000 Penalty: 5329.375977
	Iteration 1F: 3 clusters Score -8729941 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -8730510.000000 Penalty: 5329.375977
	Iteration 2Q: 3 clusters Score -8730510 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -8730991.000000 Penalty: 5329.375977
	Iteration 3Q: 3 clusters Score -8730991 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -8731444.000000 Penalty: 5329.375977
	Iteration 4Q: 3 clusters Score -8731444 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -8731915.000000 Penalty: 5329.375977
	Iteration 5Q: 3 clusters Score -8731915 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -8732363.000000 Penalty: 5329.375977
	Iteration 6Q: 3 clusters Score -8732363 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -8732949.000000 Penalty: 5329.375977
	Iteration 7Q: 3 clusters Score -8732949 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -8733742.000000 Penalty: 5329.375977
	Iteration 8Q: 3 clusters Score -8733742 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -8734940.000000 Penalty: 5329.375977
	Iteration 9Q: 3 clusters Score -8734940 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -8736460.000000 Penalty: 5329.375977
	Iteration 10F: 3 clusters Score -8736460 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -8738216.000000 Penalty: 5329.375977
	Iteration 11F: 3 clusters Score -8738216 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -8739920.000000 Penalty: 5329.375977
	Iteration 12F: 3 clusters Score -8739920 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -8741448.000000 Penalty: 5329.375977
	Iteration 13Q: 3 clusters Score -8741448 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -8742549.000000 Penalty: 5329.375977
	Iteration 14Q: 3 clusters Score -8742549 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -8743471.000000 Penalty: 5329.375977
	Iteration 15Q: 3 clusters Score -8743471 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8744002.000000 Penalty: 5329.375977
	Iteration 16Q: 3 clusters Score -8744002 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -8744365.000000 Penalty: 5329.375977
	Iteration 17Q: 3 clusters Score -8744365 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8744544.000000 Penalty: 5329.375977
	Iteration 18Q: 3 clusters Score -8744544 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8744691.000000 Penalty: 5329.375977
	Iteration 19Q: 3 clusters Score -8744691 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8744811.000000 Penalty: 5329.375977
	Iteration 20F: 3 clusters Score -8744811 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8744929.000000 Penalty: 5329.375977
	Iteration 21Q: 3 clusters Score -8744929 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8745082.000000 Penalty: 5329.375977
	Iteration 22Q: 3 clusters Score -8745082 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8745342.000000 Penalty: 5329.375977
	Iteration 23Q: 3 clusters Score -8745342 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8745593.000000 Penalty: 5329.375977
	Iteration 24Q: 3 clusters Score -8745593 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8745765.000000 Penalty: 5329.375977
	Iteration 25Q: 3 clusters Score -8745765 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8745916.000000 Penalty: 5329.375977
	Iteration 26Q: 3 clusters Score -8745916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8746036.000000 Penalty: 5329.375977
	Iteration 27Q: 3 clusters Score -8746036 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8746121.000000 Penalty: 5329.375977
	Iteration 28Q: 3 clusters Score -8746121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8746180.000000 Penalty: 5329.375977
	Iteration 29Q: 3 clusters Score -8746180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8746257.000000 Penalty: 5329.375977
	Iteration 30Q: 3 clusters Score -8746257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8746313.000000 Penalty: 5329.375977
	Iteration 31Q: 3 clusters Score -8746313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8746386.000000 Penalty: 5329.375977
	Iteration 32Q: 3 clusters Score -8746386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8746441.000000 Penalty: 5329.375977
	Iteration 33Q: 3 clusters Score -8746441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8746507.000000 Penalty: 5329.375977
	Iteration 34Q: 3 clusters Score -8746507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8746569.000000 Penalty: 5329.375977
	Iteration 35Q: 3 clusters Score -8746569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8746630.000000 Penalty: 5329.375977
	Iteration 36Q: 3 clusters Score -8746630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8746684.000000 Penalty: 5329.375977
	Iteration 37Q: 3 clusters Score -8746684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8746755.000000 Penalty: 5329.375977
	Iteration 38Q: 3 clusters Score -8746755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8746821.000000 Penalty: 5329.375977
	Iteration 39Q: 3 clusters Score -8746821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8747099.000000 Penalty: 5329.375977
	Iteration 40F: 3 clusters Score -8747099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8747316.000000 Penalty: 5329.375977
	Iteration 41Q: 3 clusters Score -8747316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8747444.000000 Penalty: 5329.375977
	Iteration 42Q: 3 clusters Score -8747444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8747559.000000 Penalty: 5329.375977
	Iteration 43Q: 3 clusters Score -8747559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8747630.000000 Penalty: 5329.375977
	Iteration 44Q: 3 clusters Score -8747630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8747645.000000 Penalty: 5329.375977
	Iteration 45Q: 3 clusters Score -8747645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8747653.000000 Penalty: 5329.375977
	Iteration 46Q: 3 clusters Score -8747653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8747653.000000 Penalty: 5329.375977
	Iteration 47F: 3 clusters Score -8747653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46011 members 
Mstep: Class 4 contains 37151 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47263 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43107 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 52340 members 
Mstep: Class 11 contains 46860 members 
Mstep: Class 12 contains 44843 members 
Mstep: Class 13 contains 49358 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44026 members 
Mstep: Class 16 contains 44137 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 51191 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 46135 members 
Mstep: Class 22 contains 249 members 
Entering Unmasked Estep 
Score: -106687224.000000 Penalty: 72451.218750
Splitting cluster 21 changes total score from -106687208.000000 to -106687224.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46011 members 
Mstep: Class 4 contains 37151 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47263 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43107 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 52340 members 
Mstep: Class 11 contains 46860 members 
Mstep: Class 12 contains 44843 members 
Mstep: Class 13 contains 49358 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44026 members 
Mstep: Class 16 contains 44137 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 51191 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 46135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687328.000000 Penalty: 72451.218750
Iteration 119Q: 23 clusters Score -1.066873e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 45991 members 
Mstep: Class 4 contains 37124 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47342 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43166 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 52092 members 
Mstep: Class 11 contains 46983 members 
Mstep: Class 12 contains 44789 members 
Mstep: Class 13 contains 49397 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43991 members 
Mstep: Class 16 contains 44200 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 51227 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 46157 members 
Mstep: Class 22 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687920.000000 Penalty: 72451.218750
Iteration 120F: 23 clusters Score -1.066879e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 45979 members 
Mstep: Class 4 contains 37073 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47404 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43274 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 51827 members 
Mstep: Class 11 contains 47093 members 
Mstep: Class 12 contains 44722 members 
Mstep: Class 13 contains 49423 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43984 members 
Mstep: Class 16 contains 44250 members 
Mstep: Class 17 contains 2766 members 
Mstep: Class 18 contains 51247 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 46166 members 
Mstep: Class 22 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688040.000000 Penalty: 72451.218750
Iteration 121Q: 23 clusters Score -1.06688e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 45999 members 
Mstep: Class 4 contains 37043 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47419 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43354 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 51543 members 
Mstep: Class 11 contains 47158 members 
Mstep: Class 12 contains 44673 members 
Mstep: Class 13 contains 49419 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44011 members 
Mstep: Class 16 contains 44321 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 51308 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6657 members 
Mstep: Class 21 contains 46207 members 
Mstep: Class 22 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688264.000000 Penalty: 72451.218750
Iteration 122Q: 23 clusters Score -1.066883e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46023 members 
Mstep: Class 4 contains 36997 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47442 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43466 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 51171 members 
Mstep: Class 11 contains 47242 members 
Mstep: Class 12 contains 44635 members 
Mstep: Class 13 contains 49437 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44028 members 
Mstep: Class 16 contains 44424 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 51379 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6646 members 
Mstep: Class 21 contains 46254 members 
Mstep: Class 22 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688112.000000 Penalty: 72451.218750
Iteration 123Q: 23 clusters Score -1.066881e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46038 members 
Mstep: Class 4 contains 36952 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47516 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43568 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 50802 members 
Mstep: Class 11 contains 47318 members 
Mstep: Class 12 contains 44602 members 
Mstep: Class 13 contains 49440 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43984 members 
Mstep: Class 16 contains 44511 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 51432 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6646 members 
Mstep: Class 21 contains 46357 members 
Mstep: Class 22 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688528.000000 Penalty: 72451.218750
Iteration 124Q: 23 clusters Score -1.066885e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46064 members 
Mstep: Class 4 contains 36920 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47546 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43689 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 50391 members 
Mstep: Class 11 contains 47358 members 
Mstep: Class 12 contains 44569 members 
Mstep: Class 13 contains 49434 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 43992 members 
Mstep: Class 16 contains 44607 members 
Mstep: Class 17 contains 2762 members 
Mstep: Class 18 contains 51492 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 46472 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688144.000000 Penalty: 72451.218750
Iteration 125Q: 23 clusters Score -1.066881e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46093 members 
Mstep: Class 4 contains 36891 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47552 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 43817 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 49932 members 
Mstep: Class 11 contains 47437 members 
Mstep: Class 12 contains 44515 members 
Mstep: Class 13 contains 49460 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44022 members 
Mstep: Class 16 contains 44731 members 
Mstep: Class 17 contains 2762 members 
Mstep: Class 18 contains 51531 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6649 members 
Mstep: Class 21 contains 46558 members 
Mstep: Class 22 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688224.000000 Penalty: 72451.218750
Iteration 126Q: 23 clusters Score -1.066882e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46127 members 
Mstep: Class 4 contains 36866 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47598 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 43960 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 49373 members 
Mstep: Class 11 contains 47588 members 
Mstep: Class 12 contains 44463 members 
Mstep: Class 13 contains 49456 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44041 members 
Mstep: Class 16 contains 44860 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 51625 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6634 members 
Mstep: Class 21 contains 46619 members 
Mstep: Class 22 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688064.000000 Penalty: 72451.218750
Iteration 127Q: 23 clusters Score -1.066881e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46137 members 
Mstep: Class 4 contains 36850 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47656 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 44094 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 48825 members 
Mstep: Class 11 contains 47627 members 
Mstep: Class 12 contains 44415 members 
Mstep: Class 13 contains 49506 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44079 members 
Mstep: Class 16 contains 45011 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 51695 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 46699 members 
Mstep: Class 22 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687880.000000 Penalty: 72451.218750
Iteration 128Q: 23 clusters Score -1.066879e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 46150 members 
Mstep: Class 4 contains 36816 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47689 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 44200 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 48384 members 
Mstep: Class 11 contains 47644 members 
Mstep: Class 12 contains 44381 members 
Mstep: Class 13 contains 49531 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44109 members 
Mstep: Class 16 contains 45173 members 
Mstep: Class 17 contains 2759 members 
Mstep: Class 18 contains 51746 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6620 members 
Mstep: Class 21 contains 46793 members 
Mstep: Class 22 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688088.000000 Penalty: 72451.218750
Iteration 129Q: 23 clusters Score -1.066881e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46158 members 
Mstep: Class 4 contains 36780 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47740 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 44289 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 48039 members 
Mstep: Class 11 contains 47656 members 
Mstep: Class 12 contains 44311 members 
Mstep: Class 13 contains 49567 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44099 members 
Mstep: Class 16 contains 45306 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 51788 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6614 members 
Mstep: Class 21 contains 46881 members 
Mstep: Class 22 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687968.000000 Penalty: 72451.218750
Iteration 130Q: 23 clusters Score -1.06688e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46164 members 
Mstep: Class 4 contains 36737 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47781 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 44373 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 47710 members 
Mstep: Class 11 contains 47700 members 
Mstep: Class 12 contains 44245 members 
Mstep: Class 13 contains 49565 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44119 members 
Mstep: Class 16 contains 45418 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 51834 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6614 members 
Mstep: Class 21 contains 46954 members 
Mstep: Class 22 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687888.000000 Penalty: 72451.218750
Iteration 131Q: 23 clusters Score -1.066879e+08 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46163 members 
Mstep: Class 4 contains 36705 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47831 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 44426 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 47449 members 
Mstep: Class 11 contains 47712 members 
Mstep: Class 12 contains 44221 members 
Mstep: Class 13 contains 49541 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44159 members 
Mstep: Class 16 contains 45525 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 51871 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6609 members 
Mstep: Class 21 contains 46996 members 
Mstep: Class 22 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687856.000000 Penalty: 72451.218750
Iteration 132Q: 23 clusters Score -1.066879e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46186 members 
Mstep: Class 4 contains 36672 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47852 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 44452 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 47231 members 
Mstep: Class 11 contains 47690 members 
Mstep: Class 12 contains 44202 members 
Mstep: Class 13 contains 49505 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44207 members 
Mstep: Class 16 contains 45628 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 51937 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 47020 members 
Mstep: Class 22 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687672.000000 Penalty: 72451.218750
Iteration 133Q: 23 clusters Score -1.066877e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46218 members 
Mstep: Class 4 contains 36644 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 47897 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 44471 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 47023 members 
Mstep: Class 11 contains 47679 members 
Mstep: Class 12 contains 44148 members 
Mstep: Class 13 contains 49489 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44236 members 
Mstep: Class 16 contains 45741 members 
Mstep: Class 17 contains 2753 members 
Mstep: Class 18 contains 52004 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6588 members 
Mstep: Class 21 contains 47039 members 
Mstep: Class 22 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687680.000000 Penalty: 72451.218750
Iteration 134Q: 23 clusters Score -1.066877e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 46252 members 
Mstep: Class 4 contains 36626 members 
Mstep: Class 5 contains 1388 members 
Mstep: Class 6 contains 47914 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 44479 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 46840 members 
Mstep: Class 11 contains 47677 members 
Mstep: Class 12 contains 44100 members 
Mstep: Class 13 contains 49516 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44231 members 
Mstep: Class 16 contains 45831 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 52046 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6580 members 
Mstep: Class 21 contains 47069 members 
Mstep: Class 22 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687760.000000 Penalty: 72451.218750
Iteration 135Q: 23 clusters Score -1.066878e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 46263 members 
Mstep: Class 4 contains 36593 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 47961 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 44500 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46677 members 
Mstep: Class 11 contains 47681 members 
Mstep: Class 12 contains 44059 members 
Mstep: Class 13 contains 49563 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44247 members 
Mstep: Class 16 contains 45884 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 52077 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6572 members 
Mstep: Class 21 contains 47076 members 
Mstep: Class 22 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687592.000000 Penalty: 72451.218750
Iteration 136Q: 23 clusters Score -1.066876e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 46264 members 
Mstep: Class 4 contains 36547 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 48008 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 44503 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46545 members 
Mstep: Class 11 contains 47703 members 
Mstep: Class 12 contains 44013 members 
Mstep: Class 13 contains 49635 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44252 members 
Mstep: Class 16 contains 45933 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6567 members 
Mstep: Class 21 contains 47075 members 
Mstep: Class 22 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687432.000000 Penalty: 72451.218750
Iteration 137Q: 23 clusters Score -1.066874e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 46299 members 
Mstep: Class 4 contains 36504 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 48037 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 44496 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46462 members 
Mstep: Class 11 contains 47691 members 
Mstep: Class 12 contains 43988 members 
Mstep: Class 13 contains 49636 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44287 members 
Mstep: Class 16 contains 45973 members 
Mstep: Class 17 contains 2745 members 
Mstep: Class 18 contains 52139 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6551 members 
Mstep: Class 21 contains 47098 members 
Mstep: Class 22 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687336.000000 Penalty: 72451.218750
Iteration 138Q: 23 clusters Score -1.066873e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 46315 members 
Mstep: Class 4 contains 36455 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 48074 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 44480 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46346 members 
Mstep: Class 11 contains 47717 members 
Mstep: Class 12 contains 43979 members 
Mstep: Class 13 contains 49644 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44319 members 
Mstep: Class 16 contains 45997 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 52178 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 21 contains 47094 members 
Mstep: Class 22 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687184.000000 Penalty: 72451.218750
Iteration 139Q: 23 clusters Score -1.066872e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 46319 members 
Mstep: Class 4 contains 36425 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 48102 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 44507 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 11 contains 47775 members 
Mstep: Class 12 contains 43969 members 
Mstep: Class 13 contains 49622 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44338 members 
Mstep: Class 16 contains 46002 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 52183 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6525 members 
Mstep: Class 21 contains 47119 members 
Mstep: Class 22 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687272.000000 Penalty: 72451.218750
Iteration 140F: 23 clusters Score -1.066873e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 46313 members 
Mstep: Class 4 contains 36381 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 48136 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 44511 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46153 members 
Mstep: Class 11 contains 47806 members 
Mstep: Class 12 contains 43967 members 
Mstep: Class 13 contains 49587 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44368 members 
Mstep: Class 16 contains 46020 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 18 contains 52203 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6511 members 
Mstep: Class 21 contains 47147 members 
Mstep: Class 22 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687176.000000 Penalty: 72451.218750
Iteration 141Q: 23 clusters Score -1.066872e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 46309 members 
Mstep: Class 4 contains 36329 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 48148 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 44498 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46093 members 
Mstep: Class 11 contains 47859 members 
Mstep: Class 12 contains 43954 members 
Mstep: Class 13 contains 49552 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44374 members 
Mstep: Class 16 contains 46031 members 
Mstep: Class 17 contains 2736 members 
Mstep: Class 18 contains 52216 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6508 members 
Mstep: Class 21 contains 47189 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687136.000000 Penalty: 72451.218750
Iteration 142Q: 23 clusters Score -1.066871e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 46316 members 
Mstep: Class 4 contains 36292 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 48192 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 44486 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46057 members 
Mstep: Class 11 contains 47836 members 
Mstep: Class 12 contains 43968 members 
Mstep: Class 13 contains 49506 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44420 members 
Mstep: Class 16 contains 46057 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 18 contains 52233 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6502 members 
Mstep: Class 21 contains 47178 members 
Mstep: Class 22 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687248.000000 Penalty: 72451.218750
Iteration 143Q: 23 clusters Score -1.066872e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 46332 members 
Mstep: Class 4 contains 36259 members 
Mstep: Class 5 contains 1384 members 
Mstep: Class 6 contains 48239 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 44468 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46013 members 
Mstep: Class 11 contains 47806 members 
Mstep: Class 12 contains 43975 members 
Mstep: Class 13 contains 49466 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44444 members 
Mstep: Class 16 contains 46114 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 18 contains 52244 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6499 members 
Mstep: Class 21 contains 47181 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687272.000000 Penalty: 72451.218750
Iteration 144Q: 23 clusters Score -1.066873e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46352 members 
Mstep: Class 4 contains 36199 members 
Mstep: Class 5 contains 1384 members 
Mstep: Class 6 contains 48229 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 44459 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 45985 members 
Mstep: Class 11 contains 47808 members 
Mstep: Class 12 contains 44002 members 
Mstep: Class 13 contains 49427 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44476 members 
Mstep: Class 16 contains 46126 members 
Mstep: Class 17 contains 2734 members 
Mstep: Class 18 contains 52263 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6502 members 
Mstep: Class 21 contains 47169 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687560.000000 Penalty: 72451.218750
Iteration 145Q: 23 clusters Score -1.066876e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46351 members 
Mstep: Class 4 contains 36150 members 
Mstep: Class 5 contains 1384 members 
Mstep: Class 6 contains 48215 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 44457 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 45968 members 
Mstep: Class 11 contains 47793 members 
Mstep: Class 12 contains 44028 members 
Mstep: Class 13 contains 49412 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44490 members 
Mstep: Class 16 contains 46148 members 
Mstep: Class 17 contains 2732 members 
Mstep: Class 18 contains 52265 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687640.000000 Penalty: 72451.218750
Iteration 146Q: 23 clusters Score -1.066876e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46342 members 
Mstep: Class 4 contains 36100 members 
Mstep: Class 5 contains 1384 members 
Mstep: Class 6 contains 48237 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 44445 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 45957 members 
Mstep: Class 11 contains 47767 members 
Mstep: Class 12 contains 44058 members 
Mstep: Class 13 contains 49403 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44515 members 
Mstep: Class 16 contains 46167 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 52266 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6487 members 
Mstep: Class 21 contains 47172 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688080.000000 Penalty: 72451.218750
Iteration 147Q: 23 clusters Score -1.066881e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46332 members 
Mstep: Class 4 contains 36062 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 48254 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 44398 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 45965 members 
Mstep: Class 11 contains 47760 members 
Mstep: Class 12 contains 44088 members 
Mstep: Class 13 contains 49386 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44519 members 
Mstep: Class 16 contains 46144 members 
Mstep: Class 17 contains 2726 members 
Mstep: Class 18 contains 52283 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6485 members 
Mstep: Class 21 contains 47209 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687960.000000 Penalty: 72451.218750
Iteration 148Q: 23 clusters Score -1.06688e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46344 members 
Mstep: Class 4 contains 36022 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 48257 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 44382 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 45973 members 
Mstep: Class 11 contains 47751 members 
Mstep: Class 12 contains 44109 members 
Mstep: Class 13 contains 49394 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44555 members 
Mstep: Class 16 contains 46145 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 52270 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 47185 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688120.000000 Penalty: 72451.218750
Iteration 149Q: 23 clusters Score -1.066881e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46342 members 
Mstep: Class 4 contains 36002 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 48252 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 44400 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 45987 members 
Mstep: Class 11 contains 47740 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 49376 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44584 members 
Mstep: Class 16 contains 46123 members 
Mstep: Class 17 contains 2723 members 
Mstep: Class 18 contains 52262 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 47173 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688112.000000 Penalty: 72451.218750
Iteration 150Q: 23 clusters Score -1.066881e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46350 members 
Mstep: Class 4 contains 35993 members 
Mstep: Class 5 contains 1377 members 
Mstep: Class 6 contains 48297 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44416 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46023 members 
Mstep: Class 11 contains 47707 members 
Mstep: Class 12 contains 44145 members 
Mstep: Class 13 contains 49365 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44575 members 
Mstep: Class 16 contains 46104 members 
Mstep: Class 17 contains 2725 members 
Mstep: Class 18 contains 52223 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6456 members 
Mstep: Class 21 contains 47182 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688216.000000 Penalty: 72451.218750
Iteration 151Q: 23 clusters Score -1.066882e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46353 members 
Mstep: Class 4 contains 35990 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 48315 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44448 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46069 members 
Mstep: Class 11 contains 47656 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 49402 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44562 members 
Mstep: Class 16 contains 46077 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 52189 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6431 members 
Mstep: Class 21 contains 47221 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688056.000000 Penalty: 72451.218750
Iteration 152Q: 23 clusters Score -1.066881e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 46365 members 
Mstep: Class 4 contains 35963 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 48323 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44477 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46157 members 
Mstep: Class 11 contains 47605 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 49395 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44559 members 
Mstep: Class 16 contains 46045 members 
Mstep: Class 17 contains 2723 members 
Mstep: Class 18 contains 52180 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 47235 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688240.000000 Penalty: 72451.218750
Iteration 153Q: 23 clusters Score -1.066882e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46360 members 
Mstep: Class 4 contains 35931 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 48341 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44458 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46250 members 
Mstep: Class 11 contains 47590 members 
Mstep: Class 12 contains 44120 members 
Mstep: Class 13 contains 49390 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44586 members 
Mstep: Class 16 contains 46016 members 
Mstep: Class 17 contains 2721 members 
Mstep: Class 18 contains 52163 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6397 members 
Mstep: Class 21 contains 47238 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688400.000000 Penalty: 72451.218750
Iteration 154Q: 23 clusters Score -1.066884e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46353 members 
Mstep: Class 4 contains 35915 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 48341 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44413 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46364 members 
Mstep: Class 11 contains 47551 members 
Mstep: Class 12 contains 44110 members 
Mstep: Class 13 contains 49383 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44594 members 
Mstep: Class 16 contains 45991 members 
Mstep: Class 17 contains 2719 members 
Mstep: Class 18 contains 52191 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6377 members 
Mstep: Class 21 contains 47251 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688728.000000 Penalty: 72451.218750
Iteration 155Q: 23 clusters Score -1.066887e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46327 members 
Mstep: Class 4 contains 35890 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 48352 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44399 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46475 members 
Mstep: Class 11 contains 47548 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 49382 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44603 members 
Mstep: Class 16 contains 45965 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 52182 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6362 members 
Mstep: Class 21 contains 47237 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688984.000000 Penalty: 72451.218750
Iteration 156Q: 23 clusters Score -1.06689e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46317 members 
Mstep: Class 4 contains 35851 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 48365 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44409 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46612 members 
Mstep: Class 11 contains 47527 members 
Mstep: Class 12 contains 44140 members 
Mstep: Class 13 contains 49351 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44574 members 
Mstep: Class 16 contains 45938 members 
Mstep: Class 17 contains 2721 members 
Mstep: Class 18 contains 52189 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 47216 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689208.000000 Penalty: 72451.218750
Iteration 157Q: 23 clusters Score -1.066892e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46319 members 
Mstep: Class 4 contains 35819 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 48393 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44400 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46733 members 
Mstep: Class 11 contains 47497 members 
Mstep: Class 12 contains 44156 members 
Mstep: Class 13 contains 49346 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44578 members 
Mstep: Class 16 contains 45901 members 
Mstep: Class 17 contains 2721 members 
Mstep: Class 18 contains 52173 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 47180 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689128.000000 Penalty: 72451.218750
Iteration 158Q: 23 clusters Score -1.066891e+08 nChanged 1459
Entering ConstructFrom: 
Score: -106689128.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (18082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Entering Unmasked Estep 
Score: -3348835.750000 Penalty: 2431.062744
	Iteration 0F: 2 clusters Score -3348836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3335974.500000 Penalty: 4862.125488
	Iteration 0F: 3 clusters Score -3335974 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3340334.000000 Penalty: 4862.125488
	Iteration 1F: 3 clusters Score -3340334 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -3340751.500000 Penalty: 4862.125488
	Iteration 2F: 3 clusters Score -3340752 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3341210.250000 Penalty: 4862.125488
	Iteration 3F: 3 clusters Score -3341210 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3341836.250000 Penalty: 4862.125488
	Iteration 4F: 3 clusters Score -3341836 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3342848.000000 Penalty: 4862.125488
	Iteration 5F: 3 clusters Score -3342848 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3344115.250000 Penalty: 4862.125488
	Iteration 6F: 3 clusters Score -3344115 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3345382.500000 Penalty: 4862.125488
	Iteration 7F: 3 clusters Score -3345382 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3346304.750000 Penalty: 4862.125488
	Iteration 8Q: 3 clusters Score -3346305 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3346846.750000 Penalty: 4862.125488
	Iteration 9Q: 3 clusters Score -3346847 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3347116.750000 Penalty: 4862.125488
	Iteration 10Q: 3 clusters Score -3347117 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3347291.500000 Penalty: 4862.125488
	Iteration 11Q: 3 clusters Score -3347292 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3347412.000000 Penalty: 4862.125488
	Iteration 12Q: 3 clusters Score -3347412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3347468.750000 Penalty: 4862.125488
	Iteration 13Q: 3 clusters Score -3347469 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3347493.250000 Penalty: 4862.125488
	Iteration 14Q: 3 clusters Score -3347493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3347495.500000 Penalty: 4862.125488
	Iteration 15Q: 3 clusters Score -3347496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3347502.000000 Penalty: 4862.125488
	Iteration 16Q: 3 clusters Score -3347502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3347508.250000 Penalty: 4862.125488
	Iteration 17Q: 3 clusters Score -3347508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3347510.500000 Penalty: 4862.125488
	Iteration 18Q: 3 clusters Score -3347510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3347521.000000 Penalty: 4862.125488
	Iteration 19Q: 3 clusters Score -3347521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3347526.000000 Penalty: 4862.125488
	Iteration 20F: 3 clusters Score -3347526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3347523.750000 Penalty: 4862.125488
	Iteration 21Q: 3 clusters Score -3347524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3347527.500000 Penalty: 4862.125488
	Iteration 22Q: 3 clusters Score -3347528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3347525.250000 Penalty: 4862.125488
	Iteration 23Q: 3 clusters Score -3347525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3347532.500000 Penalty: 4862.125488
	Iteration 24Q: 3 clusters Score -3347532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3347529.750000 Penalty: 4862.125488
	Iteration 25Q: 3 clusters Score -3347530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3347531.000000 Penalty: 4862.125488
	Iteration 26Q: 3 clusters Score -3347531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3347526.500000 Penalty: 4862.125488
	Iteration 27Q: 3 clusters Score -3347526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3347523.500000 Penalty: 4862.125488
	Iteration 28Q: 3 clusters Score -3347524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3347522.750000 Penalty: 4862.125488
	Iteration 29Q: 3 clusters Score -3347523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3347522.750000 Penalty: 4862.125488
	Iteration 30F: 3 clusters Score -3347523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -196656.000000 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -196656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -194660.265625 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -194660.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -194981.734375 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -194981.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -195102.453125 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -195102.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -195172.765625 Penalty: 3478.455811
	Iteration 3Q: 3 clusters Score -195172.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -195220.953125 Penalty: 3478.455811
	Iteration 4Q: 3 clusters Score -195221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -195262.953125 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -195263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -195308.015625 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -195308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -195353.765625 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -195353.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -195385.890625 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -195385.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -195398.656250 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -195398.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -195412.265625 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -195412.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -195430.156250 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -195430.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -195439.609375 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -195439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -195444.875000 Penalty: 3478.455811
	Iteration 13Q: 3 clusters Score -195444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -195459.265625 Penalty: 3478.455811
	Iteration 14Q: 3 clusters Score -195459.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -195483.625000 Penalty: 3478.455811
	Iteration 15Q: 3 clusters Score -195483.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -195509.531250 Penalty: 3478.455811
	Iteration 16Q: 3 clusters Score -195509.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -195521.734375 Penalty: 3478.455811
	Iteration 17Q: 3 clusters Score -195521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -195531.031250 Penalty: 3478.455811
	Iteration 18Q: 3 clusters Score -195531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -195535.515625 Penalty: 3478.455811
	Iteration 19Q: 3 clusters Score -195535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -195536.781250 Penalty: 3478.455811
	Iteration 20F: 3 clusters Score -195536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -195540.421875 Penalty: 3478.455811
	Iteration 21Q: 3 clusters Score -195540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195546.703125 Penalty: 3478.455811
	Iteration 22Q: 3 clusters Score -195546.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195548.937500 Penalty: 3478.455811
	Iteration 23Q: 3 clusters Score -195548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -195549.687500 Penalty: 3478.455811
	Iteration 24Q: 3 clusters Score -195549.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -195549.687500 Penalty: 3478.455811
	Iteration 25F: 3 clusters Score -195549.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Entering Unmasked Estep 
Score: -8591372.000000 Penalty: 2664.281250
	Iteration 0F: 2 clusters Score -8591372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -8561740.000000 Penalty: 5328.562500
	Iteration 0F: 3 clusters Score -8561740 nChanged 21337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -8573745.000000 Penalty: 5328.562500
	Iteration 1F: 3 clusters Score -8573745 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -8574388.000000 Penalty: 5328.562500
	Iteration 2Q: 3 clusters Score -8574388 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -8575147.000000 Penalty: 5328.562500
	Iteration 3Q: 3 clusters Score -8575147 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -8576153.000000 Penalty: 5328.562500
	Iteration 4Q: 3 clusters Score -8576153 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -8577547.000000 Penalty: 5328.562500
	Iteration 5F: 3 clusters Score -8577547 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -8579540.000000 Penalty: 5328.562500
	Iteration 6F: 3 clusters Score -8579540 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -8582546.000000 Penalty: 5328.562500
	Iteration 7F: 3 clusters Score -8582546 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -8585771.000000 Penalty: 5328.562500
	Iteration 8F: 3 clusters Score -8585771 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8587723.000000 Penalty: 5328.562500
	Iteration 9F: 3 clusters Score -8587723 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8588600.000000 Penalty: 5328.562500
	Iteration 10Q: 3 clusters Score -8588600 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8588851.000000 Penalty: 5328.562500
	Iteration 11Q: 3 clusters Score -8588851 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8588955.000000 Penalty: 5328.562500
	Iteration 12Q: 3 clusters Score -8588955 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8589008.000000 Penalty: 5328.562500
	Iteration 13Q: 3 clusters Score -8589008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8589053.000000 Penalty: 5328.562500
	Iteration 14Q: 3 clusters Score -8589053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8589079.000000 Penalty: 5328.562500
	Iteration 15Q: 3 clusters Score -8589079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8589086.000000 Penalty: 5328.562500
	Iteration 16Q: 3 clusters Score -8589086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8589094.000000 Penalty: 5328.562500
	Iteration 17Q: 3 clusters Score -8589094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8589095.000000 Penalty: 5328.562500
	Iteration 18Q: 3 clusters Score -8589095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8589106.000000 Penalty: 5328.562500
	Iteration 19Q: 3 clusters Score -8589106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8589108.000000 Penalty: 5328.562500
	Iteration 20F: 3 clusters Score -8589108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8589112.000000 Penalty: 5328.562500
	Iteration 21Q: 3 clusters Score -8589112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8589118.000000 Penalty: 5328.562500
	Iteration 22Q: 3 clusters Score -8589118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8589120.000000 Penalty: 5328.562500
	Iteration 23Q: 3 clusters Score -8589120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8589123.000000 Penalty: 5328.562500
	Iteration 24Q: 3 clusters Score -8589123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8589124.000000 Penalty: 5328.562500
	Iteration 25Q: 3 clusters Score -8589124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8589124.000000 Penalty: 5328.562500
	Iteration 26F: 3 clusters Score -8589124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Entering Unmasked Estep 
Score: -6456458.500000 Penalty: 2600.468262
	Iteration 0F: 2 clusters Score -6456458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -6432067.000000 Penalty: 5200.936523
	Iteration 0F: 3 clusters Score -6432067 nChanged 16243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -6440984.500000 Penalty: 5200.936523
	Iteration 1F: 3 clusters Score -6440984 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -6441364.500000 Penalty: 5200.936523
	Iteration 2Q: 3 clusters Score -6441364 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -6441668.000000 Penalty: 5200.936523
	Iteration 3Q: 3 clusters Score -6441668 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -6441871.000000 Penalty: 5200.936523
	Iteration 4Q: 3 clusters Score -6441871 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -6442073.000000 Penalty: 5200.936523
	Iteration 5Q: 3 clusters Score -6442073 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -6442267.500000 Penalty: 5200.936523
	Iteration 6Q: 3 clusters Score -6442268 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -6442452.500000 Penalty: 5200.936523
	Iteration 7Q: 3 clusters Score -6442452 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -6442659.000000 Penalty: 5200.936523
	Iteration 8Q: 3 clusters Score -6442659 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -6442915.000000 Penalty: 5200.936523
	Iteration 9Q: 3 clusters Score -6442915 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -6443343.500000 Penalty: 5200.936523
	Iteration 10Q: 3 clusters Score -6443344 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -6444012.000000 Penalty: 5200.936523
	Iteration 11Q: 3 clusters Score -6444012 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -6445132.000000 Penalty: 5200.936523
	Iteration 12F: 3 clusters Score -6445132 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -6446873.000000 Penalty: 5200.936523
	Iteration 13F: 3 clusters Score -6446873 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -6449153.500000 Penalty: 5200.936523
	Iteration 14F: 3 clusters Score -6449154 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6451394.000000 Penalty: 5200.936523
	Iteration 15F: 3 clusters Score -6451394 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6452896.500000 Penalty: 5200.936523
	Iteration 16Q: 3 clusters Score -6452896 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6453623.500000 Penalty: 5200.936523
	Iteration 17Q: 3 clusters Score -6453624 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6453901.000000 Penalty: 5200.936523
	Iteration 18Q: 3 clusters Score -6453901 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6454037.000000 Penalty: 5200.936523
	Iteration 19Q: 3 clusters Score -6454037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6454074.000000 Penalty: 5200.936523
	Iteration 20F: 3 clusters Score -6454074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6454109.000000 Penalty: 5200.936523
	Iteration 21Q: 3 clusters Score -6454109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6454111.500000 Penalty: 5200.936523
	Iteration 22Q: 3 clusters Score -6454112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6454112.500000 Penalty: 5200.936523
	Iteration 23Q: 3 clusters Score -6454112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6454123.500000 Penalty: 5200.936523
	Iteration 24Q: 3 clusters Score -6454124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6454129.500000 Penalty: 5200.936523
	Iteration 25Q: 3 clusters Score -6454130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6454133.000000 Penalty: 5200.936523
	Iteration 26Q: 3 clusters Score -6454133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6454141.500000 Penalty: 5200.936523
	Iteration 27Q: 3 clusters Score -6454142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6454150.500000 Penalty: 5200.936523
	Iteration 28Q: 3 clusters Score -6454150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6454150.500000 Penalty: 5200.936523
	Iteration 29F: 3 clusters Score -6454150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -219004.093750 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -219004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -216833.968750 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -216834 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -217440.875000 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -217440.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -217885.250000 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -217885.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -218248.750000 Penalty: 3582.754639
	Iteration 3F: 3 clusters Score -218248.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -218534.562500 Penalty: 3582.754639
	Iteration 4F: 3 clusters Score -218534.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -218693.796875 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -218693.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -218785.468750 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -218785.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -218842.500000 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -218842.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -218871.375000 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -218871.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -218900.921875 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -218900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -218915.046875 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -218915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -218933.671875 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -218933.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -218946.109375 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -218946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -218953.875000 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -218953.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -218959.890625 Penalty: 3582.754639
	Iteration 14Q: 3 clusters Score -218959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -218962.468750 Penalty: 3582.754639
	Iteration 15Q: 3 clusters Score -218962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -218965.203125 Penalty: 3582.754639
	Iteration 16Q: 3 clusters Score -218965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -218967.671875 Penalty: 3582.754639
	Iteration 17Q: 3 clusters Score -218967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -218969.796875 Penalty: 3582.754639
	Iteration 18Q: 3 clusters Score -218969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -218969.796875 Penalty: 3582.754639
	Iteration 19F: 3 clusters Score -218969.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Entering Unmasked Estep 
Score: -9025478.000000 Penalty: 2675.162354
	Iteration 0F: 2 clusters Score -9025478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -8995734.000000 Penalty: 5350.324707
	Iteration 0F: 3 clusters Score -8995734 nChanged 22363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -9008110.000000 Penalty: 5350.324707
	Iteration 1F: 3 clusters Score -9008110 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -9008582.000000 Penalty: 5350.324707
	Iteration 2Q: 3 clusters Score -9008582 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -9008989.000000 Penalty: 5350.324707
	Iteration 3Q: 3 clusters Score -9008989 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -9009360.000000 Penalty: 5350.324707
	Iteration 4Q: 3 clusters Score -9009360 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -9009658.000000 Penalty: 5350.324707
	Iteration 5Q: 3 clusters Score -9009658 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -9010023.000000 Penalty: 5350.324707
	Iteration 6Q: 3 clusters Score -9010023 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -9010430.000000 Penalty: 5350.324707
	Iteration 7Q: 3 clusters Score -9010430 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -9010817.000000 Penalty: 5350.324707
	Iteration 8Q: 3 clusters Score -9010817 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -9011263.000000 Penalty: 5350.324707
	Iteration 9Q: 3 clusters Score -9011263 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -9011725.000000 Penalty: 5350.324707
	Iteration 10Q: 3 clusters Score -9011725 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -9012391.000000 Penalty: 5350.324707
	Iteration 11Q: 3 clusters Score -9012391 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -9013171.000000 Penalty: 5350.324707
	Iteration 12Q: 3 clusters Score -9013171 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -9014155.000000 Penalty: 5350.324707
	Iteration 13Q: 3 clusters Score -9014155 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -9015611.000000 Penalty: 5350.324707
	Iteration 14Q: 3 clusters Score -9015611 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -9017231.000000 Penalty: 5350.324707
	Iteration 15Q: 3 clusters Score -9017231 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -9018558.000000 Penalty: 5350.324707
	Iteration 16Q: 3 clusters Score -9018558 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -9019545.000000 Penalty: 5350.324707
	Iteration 17Q: 3 clusters Score -9019545 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -9020102.000000 Penalty: 5350.324707
	Iteration 18Q: 3 clusters Score -9020102 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -9020489.000000 Penalty: 5350.324707
	Iteration 19Q: 3 clusters Score -9020489 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -9020822.000000 Penalty: 5350.324707
	Iteration 20F: 3 clusters Score -9020822 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -9021177.000000 Penalty: 5350.324707
	Iteration 21Q: 3 clusters Score -9021177 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -9021486.000000 Penalty: 5350.324707
	Iteration 22Q: 3 clusters Score -9021486 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -9021752.000000 Penalty: 5350.324707
	Iteration 23Q: 3 clusters Score -9021752 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -9022200.000000 Penalty: 5350.324707
	Iteration 24Q: 3 clusters Score -9022200 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -9022569.000000 Penalty: 5350.324707
	Iteration 25Q: 3 clusters Score -9022569 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -9022822.000000 Penalty: 5350.324707
	Iteration 26Q: 3 clusters Score -9022822 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -9023067.000000 Penalty: 5350.324707
	Iteration 27Q: 3 clusters Score -9023067 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -9023211.000000 Penalty: 5350.324707
	Iteration 28Q: 3 clusters Score -9023211 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -9023297.000000 Penalty: 5350.324707
	Iteration 29Q: 3 clusters Score -9023297 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -9023332.000000 Penalty: 5350.324707
	Iteration 30Q: 3 clusters Score -9023332 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -9023325.000000 Penalty: 5350.324707
	Iteration 31Q: 3 clusters Score -9023325 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -9023303.000000 Penalty: 5350.324707
	Iteration 32Q: 3 clusters Score -9023303 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -9023317.000000 Penalty: 5350.324707
	Iteration 33Q: 3 clusters Score -9023317 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -9023289.000000 Penalty: 5350.324707
	Iteration 34Q: 3 clusters Score -9023289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -9023302.000000 Penalty: 5350.324707
	Iteration 35Q: 3 clusters Score -9023302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -9023307.000000 Penalty: 5350.324707
	Iteration 36Q: 3 clusters Score -9023307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -9023311.000000 Penalty: 5350.324707
	Iteration 37Q: 3 clusters Score -9023311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -9023318.000000 Penalty: 5350.324707
	Iteration 38Q: 3 clusters Score -9023318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -9023318.000000 Penalty: 5350.324707
	Iteration 39Q: 3 clusters Score -9023318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -9023323.000000 Penalty: 5350.324707
	Iteration 40F: 3 clusters Score -9023323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -9023338.000000 Penalty: 5350.324707
	Iteration 41Q: 3 clusters Score -9023338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -9023331.000000 Penalty: 5350.324707
	Iteration 42Q: 3 clusters Score -9023331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -9023329.000000 Penalty: 5350.324707
	Iteration 43Q: 3 clusters Score -9023329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -9023347.000000 Penalty: 5350.324707
	Iteration 44Q: 3 clusters Score -9023347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -9023345.000000 Penalty: 5350.324707
	Iteration 45Q: 3 clusters Score -9023345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -9023339.000000 Penalty: 5350.324707
	Iteration 46Q: 3 clusters Score -9023339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -9023335.000000 Penalty: 5350.324707
	Iteration 47Q: 3 clusters Score -9023335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -9023338.000000 Penalty: 5350.324707
	Iteration 48Q: 3 clusters Score -9023338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -9023334.000000 Penalty: 5350.324707
	Iteration 49Q: 3 clusters Score -9023334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -9023334.000000 Penalty: 5350.324707
	Iteration 50F: 3 clusters Score -9023334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -52888.140625 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -52888.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51638.796875 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -51638.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51757.468750 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -51757.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51783.718750 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -51783.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51804.781250 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -51804.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51814.328125 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -51814.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51817.070312 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -51817.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51834.234375 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -51834.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51844.414062 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -51844.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51849.253906 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -51849.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51853.121094 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -51853.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51853.121094 Penalty: 2846.937256
	Iteration 10F: 3 clusters Score -51853.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Entering Unmasked Estep 
Score: -8217204.500000 Penalty: 2653.880127
	Iteration 0F: 2 clusters Score -8217204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -8187914.000000 Penalty: 5307.760254
	Iteration 0F: 3 clusters Score -8187914 nChanged 20432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -8199306.000000 Penalty: 5307.760254
	Iteration 1F: 3 clusters Score -8199306 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -8199938.000000 Penalty: 5307.760254
	Iteration 2Q: 3 clusters Score -8199938 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -8200537.000000 Penalty: 5307.760254
	Iteration 3Q: 3 clusters Score -8200537 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -8201220.000000 Penalty: 5307.760254
	Iteration 4Q: 3 clusters Score -8201220 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -8202006.500000 Penalty: 5307.760254
	Iteration 5Q: 3 clusters Score -8202006 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -8202992.000000 Penalty: 5307.760254
	Iteration 6Q: 3 clusters Score -8202992 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -8204251.000000 Penalty: 5307.760254
	Iteration 7Q: 3 clusters Score -8204251 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -8205884.500000 Penalty: 5307.760254
	Iteration 8F: 3 clusters Score -8205884 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -8207847.000000 Penalty: 5307.760254
	Iteration 9F: 3 clusters Score -8207847 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -8209643.000000 Penalty: 5307.760254
	Iteration 10F: 3 clusters Score -8209643 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -8210734.000000 Penalty: 5307.760254
	Iteration 11Q: 3 clusters Score -8210734 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -8211445.500000 Penalty: 5307.760254
	Iteration 12Q: 3 clusters Score -8211446 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -8211809.000000 Penalty: 5307.760254
	Iteration 13Q: 3 clusters Score -8211809 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -8212096.500000 Penalty: 5307.760254
	Iteration 14Q: 3 clusters Score -8212096 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -8212335.000000 Penalty: 5307.760254
	Iteration 15Q: 3 clusters Score -8212335 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -8212593.500000 Penalty: 5307.760254
	Iteration 16Q: 3 clusters Score -8212594 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -8212866.000000 Penalty: 5307.760254
	Iteration 17Q: 3 clusters Score -8212866 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -8213098.000000 Penalty: 5307.760254
	Iteration 18Q: 3 clusters Score -8213098 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -8213318.000000 Penalty: 5307.760254
	Iteration 19Q: 3 clusters Score -8213318 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -8213479.000000 Penalty: 5307.760254
	Iteration 20F: 3 clusters Score -8213479 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -8213696.500000 Penalty: 5307.760254
	Iteration 21Q: 3 clusters Score -8213696 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -8213883.000000 Penalty: 5307.760254
	Iteration 22Q: 3 clusters Score -8213883 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8214047.000000 Penalty: 5307.760254
	Iteration 23Q: 3 clusters Score -8214047 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8214193.000000 Penalty: 5307.760254
	Iteration 24Q: 3 clusters Score -8214193 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -8214381.500000 Penalty: 5307.760254
	Iteration 25Q: 3 clusters Score -8214382 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8214500.500000 Penalty: 5307.760254
	Iteration 26Q: 3 clusters Score -8214500 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8214601.500000 Penalty: 5307.760254
	Iteration 27Q: 3 clusters Score -8214602 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8214706.000000 Penalty: 5307.760254
	Iteration 28Q: 3 clusters Score -8214706 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8214799.500000 Penalty: 5307.760254
	Iteration 29Q: 3 clusters Score -8214800 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8214880.000000 Penalty: 5307.760254
	Iteration 30Q: 3 clusters Score -8214880 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8214912.500000 Penalty: 5307.760254
	Iteration 31Q: 3 clusters Score -8214912 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8214942.500000 Penalty: 5307.760254
	Iteration 32Q: 3 clusters Score -8214942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8214970.500000 Penalty: 5307.760254
	Iteration 33Q: 3 clusters Score -8214970 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8214990.500000 Penalty: 5307.760254
	Iteration 34Q: 3 clusters Score -8214990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8215014.500000 Penalty: 5307.760254
	Iteration 35Q: 3 clusters Score -8215014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8215027.000000 Penalty: 5307.760254
	Iteration 36Q: 3 clusters Score -8215027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8215031.500000 Penalty: 5307.760254
	Iteration 37Q: 3 clusters Score -8215032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8215026.000000 Penalty: 5307.760254
	Iteration 38Q: 3 clusters Score -8215026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8215043.000000 Penalty: 5307.760254
	Iteration 39Q: 3 clusters Score -8215043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8215036.500000 Penalty: 5307.760254
	Iteration 40F: 3 clusters Score -8215036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8215038.500000 Penalty: 5307.760254
	Iteration 41Q: 3 clusters Score -8215038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8215039.000000 Penalty: 5307.760254
	Iteration 42Q: 3 clusters Score -8215039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8215038.000000 Penalty: 5307.760254
	Iteration 43Q: 3 clusters Score -8215038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8215045.000000 Penalty: 5307.760254
	Iteration 44Q: 3 clusters Score -8215045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8215049.500000 Penalty: 5307.760254
	Iteration 45Q: 3 clusters Score -8215050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8215054.000000 Penalty: 5307.760254
	Iteration 46Q: 3 clusters Score -8215054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8215060.000000 Penalty: 5307.760254
	Iteration 47Q: 3 clusters Score -8215060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8215063.000000 Penalty: 5307.760254
	Iteration 48Q: 3 clusters Score -8215063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8215074.000000 Penalty: 5307.760254
	Iteration 49Q: 3 clusters Score -8215074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8215084.000000 Penalty: 5307.760254
	Iteration 50Q: 3 clusters Score -8215084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8215080.500000 Penalty: 5307.760254
	Iteration 51Q: 3 clusters Score -8215080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8215083.500000 Penalty: 5307.760254
	Iteration 52Q: 3 clusters Score -8215084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8215086.500000 Penalty: 5307.760254
	Iteration 53Q: 3 clusters Score -8215086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8215084.000000 Penalty: 5307.760254
	Iteration 54Q: 3 clusters Score -8215084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8215084.000000 Penalty: 5307.760254
	Iteration 55F: 3 clusters Score -8215084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -97909.148438 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -97909.15 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 329 members 
Entering Unmasked Estep 
Score: -96345.304688 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -96345.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96692.601562 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -96692.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96837.328125 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -96837.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96939.773438 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -96939.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97051.937500 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -97051.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -97200.695312 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -97200.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -97382.179688 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -97382.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -97526.765625 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -97526.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -97626.906250 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -97626.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97683.070312 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -97683.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97733.968750 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -97733.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97760.578125 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -97760.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97781.031250 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -97781.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97795.875000 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -97795.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -97797.093750 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -97797.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -97798.234375 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -97798.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -97801.179688 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -97801.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97808.273438 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -97808.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97818.921875 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -97818.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97838.273438 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -97838.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97850.476562 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -97850.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97854.078125 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -97854.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97881.281250 Penalty: 3218.645508
	Iteration 22Q: 3 clusters Score -97881.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97950.687500 Penalty: 3218.645508
	Iteration 23Q: 3 clusters Score -97950.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -98028.125000 Penalty: 3218.645508
	Iteration 24Q: 3 clusters Score -98028.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98051.820312 Penalty: 3218.645508
	Iteration 25Q: 3 clusters Score -98051.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98059.710938 Penalty: 3218.645508
	Iteration 26Q: 3 clusters Score -98059.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -98085.171875 Penalty: 3218.645508
	Iteration 27Q: 3 clusters Score -98085.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98094.593750 Penalty: 3218.645508
	Iteration 28Q: 3 clusters Score -98094.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -98106.976562 Penalty: 3218.645508
	Iteration 29Q: 3 clusters Score -98106.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98109.000000 Penalty: 3218.645508
	Iteration 30Q: 3 clusters Score -98109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98109.976562 Penalty: 3218.645508
	Iteration 31F: 3 clusters Score -98109.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98115.804688 Penalty: 3218.645508
	Iteration 32Q: 3 clusters Score -98115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -98121.328125 Penalty: 3218.645508
	Iteration 33Q: 3 clusters Score -98121.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -98121.328125 Penalty: 3218.645508
	Iteration 34F: 3 clusters Score -98121.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46308 members 
Mstep: Class 4 contains 35802 members 
Mstep: Class 5 contains 1371 members 
Mstep: Class 6 contains 48385 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44406 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 46810 members 
Mstep: Class 11 contains 47503 members 
Mstep: Class 12 contains 44164 members 
Mstep: Class 13 contains 49364 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44580 members 
Mstep: Class 16 contains 45888 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 52156 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6324 members 
Mstep: Class 21 contains 47128 members 
Mstep: Class 22 contains 277 members 
Mstep: Class 23 contains 341 members 
Entering Unmasked Estep 
Score: -106687656.000000 Penalty: 75744.453125
Splitting cluster 9 changes total score from -106689128.000000 to -106687656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Entering Unmasked Estep 
Score: -8615622.000000 Penalty: 2666.955322
	Iteration 0F: 2 clusters Score -8615622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -8584588.000000 Penalty: 5333.910645
	Iteration 0F: 3 clusters Score -8584588 nChanged 21480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -8596599.000000 Penalty: 5333.910645
	Iteration 1F: 3 clusters Score -8596599 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -8597439.000000 Penalty: 5333.910645
	Iteration 2Q: 3 clusters Score -8597439 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -8598538.000000 Penalty: 5333.910645
	Iteration 3Q: 3 clusters Score -8598538 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -8600138.000000 Penalty: 5333.910645
	Iteration 4F: 3 clusters Score -8600138 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -8602226.000000 Penalty: 5333.910645
	Iteration 5F: 3 clusters Score -8602226 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -8604807.000000 Penalty: 5333.910645
	Iteration 6F: 3 clusters Score -8604807 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -8607314.000000 Penalty: 5333.910645
	Iteration 7F: 3 clusters Score -8607314 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -8609475.000000 Penalty: 5333.910645
	Iteration 8F: 3 clusters Score -8609475 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8611057.000000 Penalty: 5333.910645
	Iteration 9Q: 3 clusters Score -8611057 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8612048.000000 Penalty: 5333.910645
	Iteration 10Q: 3 clusters Score -8612048 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8612595.000000 Penalty: 5333.910645
	Iteration 11Q: 3 clusters Score -8612595 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8612894.000000 Penalty: 5333.910645
	Iteration 12Q: 3 clusters Score -8612894 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8613071.000000 Penalty: 5333.910645
	Iteration 13Q: 3 clusters Score -8613071 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8613167.000000 Penalty: 5333.910645
	Iteration 14Q: 3 clusters Score -8613167 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8613247.000000 Penalty: 5333.910645
	Iteration 15Q: 3 clusters Score -8613247 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8613274.000000 Penalty: 5333.910645
	Iteration 16Q: 3 clusters Score -8613274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8613300.000000 Penalty: 5333.910645
	Iteration 17Q: 3 clusters Score -8613300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8613334.000000 Penalty: 5333.910645
	Iteration 18Q: 3 clusters Score -8613334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8613353.000000 Penalty: 5333.910645
	Iteration 19Q: 3 clusters Score -8613353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8613363.000000 Penalty: 5333.910645
	Iteration 20F: 3 clusters Score -8613363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8613374.000000 Penalty: 5333.910645
	Iteration 21Q: 3 clusters Score -8613374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8613377.000000 Penalty: 5333.910645
	Iteration 22Q: 3 clusters Score -8613377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8613375.000000 Penalty: 5333.910645
	Iteration 23Q: 3 clusters Score -8613375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8613385.000000 Penalty: 5333.910645
	Iteration 24Q: 3 clusters Score -8613385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8613384.000000 Penalty: 5333.910645
	Iteration 25Q: 3 clusters Score -8613384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8613384.000000 Penalty: 5333.910645
	Iteration 26Q: 3 clusters Score -8613384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8613388.000000 Penalty: 5333.910645
	Iteration 27Q: 3 clusters Score -8613388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8613388.000000 Penalty: 5333.910645
	Iteration 28Q: 3 clusters Score -8613388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8613388.000000 Penalty: 5333.910645
	Iteration 29F: 3 clusters Score -8613388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Entering Unmasked Estep 
Score: -8783924.000000 Penalty: 2670.599854
	Iteration 0F: 2 clusters Score -8783924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -8753894.000000 Penalty: 5341.199707
	Iteration 0F: 3 clusters Score -8753894 nChanged 22001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -8766121.000000 Penalty: 5341.199707
	Iteration 1F: 3 clusters Score -8766121 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -8766673.000000 Penalty: 5341.199707
	Iteration 2Q: 3 clusters Score -8766673 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -8767352.000000 Penalty: 5341.199707
	Iteration 3Q: 3 clusters Score -8767352 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -8768160.000000 Penalty: 5341.199707
	Iteration 4Q: 3 clusters Score -8768160 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -8769240.000000 Penalty: 5341.199707
	Iteration 5Q: 3 clusters Score -8769240 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -8770910.000000 Penalty: 5341.199707
	Iteration 6F: 3 clusters Score -8770910 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -8773311.000000 Penalty: 5341.199707
	Iteration 7F: 3 clusters Score -8773311 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -8776175.000000 Penalty: 5341.199707
	Iteration 8F: 3 clusters Score -8776175 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -8778685.000000 Penalty: 5341.199707
	Iteration 9F: 3 clusters Score -8778685 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -8780401.000000 Penalty: 5341.199707
	Iteration 10Q: 3 clusters Score -8780401 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8781350.000000 Penalty: 5341.199707
	Iteration 11Q: 3 clusters Score -8781350 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -8781761.000000 Penalty: 5341.199707
	Iteration 12Q: 3 clusters Score -8781761 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -8781996.000000 Penalty: 5341.199707
	Iteration 13Q: 3 clusters Score -8781996 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -8782058.000000 Penalty: 5341.199707
	Iteration 14Q: 3 clusters Score -8782058 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -8782121.000000 Penalty: 5341.199707
	Iteration 15Q: 3 clusters Score -8782121 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -8782132.000000 Penalty: 5341.199707
	Iteration 16Q: 3 clusters Score -8782132 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -8782153.000000 Penalty: 5341.199707
	Iteration 17Q: 3 clusters Score -8782153 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -8782142.000000 Penalty: 5341.199707
	Iteration 18Q: 3 clusters Score -8782142 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -8782120.000000 Penalty: 5341.199707
	Iteration 19Q: 3 clusters Score -8782120 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -8782098.000000 Penalty: 5341.199707
	Iteration 20F: 3 clusters Score -8782098 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8782074.000000 Penalty: 5341.199707
	Iteration 21Q: 3 clusters Score -8782074 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -8782048.000000 Penalty: 5341.199707
	Iteration 22Q: 3 clusters Score -8782048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -8782059.000000 Penalty: 5341.199707
	Iteration 23Q: 3 clusters Score -8782059 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -8782075.000000 Penalty: 5341.199707
	Iteration 24Q: 3 clusters Score -8782075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -8782073.000000 Penalty: 5341.199707
	Iteration 25Q: 3 clusters Score -8782073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -8782061.000000 Penalty: 5341.199707
	Iteration 26Q: 3 clusters Score -8782061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -8782052.000000 Penalty: 5341.199707
	Iteration 27Q: 3 clusters Score -8782052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -8782050.000000 Penalty: 5341.199707
	Iteration 28Q: 3 clusters Score -8782050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -8782065.000000 Penalty: 5341.199707
	Iteration 29Q: 3 clusters Score -8782065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -8782077.000000 Penalty: 5341.199707
	Iteration 30Q: 3 clusters Score -8782077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -8782063.000000 Penalty: 5341.199707
	Iteration 31Q: 3 clusters Score -8782063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -8782038.000000 Penalty: 5341.199707
	Iteration 32Q: 3 clusters Score -8782038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -8782049.000000 Penalty: 5341.199707
	Iteration 33Q: 3 clusters Score -8782049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -8782061.000000 Penalty: 5341.199707
	Iteration 34Q: 3 clusters Score -8782061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -8782065.000000 Penalty: 5341.199707
	Iteration 35Q: 3 clusters Score -8782065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -8782059.000000 Penalty: 5341.199707
	Iteration 36Q: 3 clusters Score -8782059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -8782068.000000 Penalty: 5341.199707
	Iteration 37Q: 3 clusters Score -8782068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -8782076.000000 Penalty: 5341.199707
	Iteration 38Q: 3 clusters Score -8782076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -8782072.000000 Penalty: 5341.199707
	Iteration 39Q: 3 clusters Score -8782072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -8782071.000000 Penalty: 5341.199707
	Iteration 40F: 3 clusters Score -8782071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -8782072.000000 Penalty: 5341.199707
	Iteration 41Q: 3 clusters Score -8782072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -8782082.000000 Penalty: 5341.199707
	Iteration 42Q: 3 clusters Score -8782082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -8782080.000000 Penalty: 5341.199707
	Iteration 43Q: 3 clusters Score -8782080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -8782076.000000 Penalty: 5341.199707
	Iteration 44Q: 3 clusters Score -8782076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -8782080.000000 Penalty: 5341.199707
	Iteration 45Q: 3 clusters Score -8782080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -8782079.000000 Penalty: 5341.199707
	Iteration 46Q: 3 clusters Score -8782079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -8782073.000000 Penalty: 5341.199707
	Iteration 47Q: 3 clusters Score -8782073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -8782078.000000 Penalty: 5341.199707
	Iteration 48Q: 3 clusters Score -8782078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -8782067.000000 Penalty: 5341.199707
	Iteration 49Q: 3 clusters Score -8782067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -8782076.000000 Penalty: 5341.199707
	Iteration 50Q: 3 clusters Score -8782076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -8782073.000000 Penalty: 5341.199707
	Iteration 51Q: 3 clusters Score -8782073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -8782073.000000 Penalty: 5341.199707
	Iteration 52F: 3 clusters Score -8782073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Entering Unmasked Estep 
Score: -8202176.500000 Penalty: 2652.524902
	Iteration 0F: 2 clusters Score -8202176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8173375.000000 Penalty: 5305.049805
	Iteration 0F: 3 clusters Score -8173375 nChanged 20084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -8184403.000000 Penalty: 5305.049805
	Iteration 1F: 3 clusters Score -8184403 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -8185496.500000 Penalty: 5305.049805
	Iteration 2Q: 3 clusters Score -8185496 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -8186968.000000 Penalty: 5305.049805
	Iteration 3F: 3 clusters Score -8186968 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -8189047.000000 Penalty: 5305.049805
	Iteration 4F: 3 clusters Score -8189047 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -8191517.000000 Penalty: 5305.049805
	Iteration 5F: 3 clusters Score -8191517 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -8194621.500000 Penalty: 5305.049805
	Iteration 6F: 3 clusters Score -8194622 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -8197902.000000 Penalty: 5305.049805
	Iteration 7F: 3 clusters Score -8197902 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -8199870.000000 Penalty: 5305.049805
	Iteration 8F: 3 clusters Score -8199870 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -8200457.500000 Penalty: 5305.049805
	Iteration 9Q: 3 clusters Score -8200458 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -8200635.500000 Penalty: 5305.049805
	Iteration 10Q: 3 clusters Score -8200636 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -8200702.000000 Penalty: 5305.049805
	Iteration 11Q: 3 clusters Score -8200702 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -8200726.500000 Penalty: 5305.049805
	Iteration 12Q: 3 clusters Score -8200726 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -8200766.000000 Penalty: 5305.049805
	Iteration 13Q: 3 clusters Score -8200766 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -8200775.500000 Penalty: 5305.049805
	Iteration 14Q: 3 clusters Score -8200776 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -8200807.500000 Penalty: 5305.049805
	Iteration 15Q: 3 clusters Score -8200808 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -8200826.000000 Penalty: 5305.049805
	Iteration 16Q: 3 clusters Score -8200826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -8200828.000000 Penalty: 5305.049805
	Iteration 17Q: 3 clusters Score -8200828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -8200832.500000 Penalty: 5305.049805
	Iteration 18Q: 3 clusters Score -8200832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -8200836.000000 Penalty: 5305.049805
	Iteration 19Q: 3 clusters Score -8200836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -8200820.000000 Penalty: 5305.049805
	Iteration 20F: 3 clusters Score -8200820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -8200808.000000 Penalty: 5305.049805
	Iteration 21Q: 3 clusters Score -8200808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -8200835.000000 Penalty: 5305.049805
	Iteration 22Q: 3 clusters Score -8200835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -8200837.500000 Penalty: 5305.049805
	Iteration 23Q: 3 clusters Score -8200838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -8200828.000000 Penalty: 5305.049805
	Iteration 24Q: 3 clusters Score -8200828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -8200824.000000 Penalty: 5305.049805
	Iteration 25Q: 3 clusters Score -8200824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -8200822.000000 Penalty: 5305.049805
	Iteration 26Q: 3 clusters Score -8200822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -8200833.000000 Penalty: 5305.049805
	Iteration 27Q: 3 clusters Score -8200833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -8200837.500000 Penalty: 5305.049805
	Iteration 28Q: 3 clusters Score -8200838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -8200846.500000 Penalty: 5305.049805
	Iteration 29Q: 3 clusters Score -8200846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -8200845.500000 Penalty: 5305.049805
	Iteration 30Q: 3 clusters Score -8200846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -8200853.000000 Penalty: 5305.049805
	Iteration 31Q: 3 clusters Score -8200853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -8200847.500000 Penalty: 5305.049805
	Iteration 32Q: 3 clusters Score -8200848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -8200848.000000 Penalty: 5305.049805
	Iteration 33Q: 3 clusters Score -8200848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -8200852.000000 Penalty: 5305.049805
	Iteration 34Q: 3 clusters Score -8200852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -8200850.500000 Penalty: 5305.049805
	Iteration 35Q: 3 clusters Score -8200850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -8200852.000000 Penalty: 5305.049805
	Iteration 36Q: 3 clusters Score -8200852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -8200852.000000 Penalty: 5305.049805
	Iteration 37Q: 3 clusters Score -8200852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -8200852.000000 Penalty: 5305.049805
	Iteration 38Q: 3 clusters Score -8200852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -8200858.000000 Penalty: 5305.049805
	Iteration 39Q: 3 clusters Score -8200858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -8200862.500000 Penalty: 5305.049805
	Iteration 40F: 3 clusters Score -8200862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -8200866.500000 Penalty: 5305.049805
	Iteration 41Q: 3 clusters Score -8200866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -8200862.000000 Penalty: 5305.049805
	Iteration 42Q: 3 clusters Score -8200862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -8200863.500000 Penalty: 5305.049805
	Iteration 43Q: 3 clusters Score -8200864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -8200864.000000 Penalty: 5305.049805
	Iteration 44Q: 3 clusters Score -8200864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -8200857.000000 Penalty: 5305.049805
	Iteration 45Q: 3 clusters Score -8200857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -8200859.500000 Penalty: 5305.049805
	Iteration 46Q: 3 clusters Score -8200860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -8200863.000000 Penalty: 5305.049805
	Iteration 47Q: 3 clusters Score -8200863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -8200863.500000 Penalty: 5305.049805
	Iteration 48Q: 3 clusters Score -8200864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -8200867.500000 Penalty: 5305.049805
	Iteration 49Q: 3 clusters Score -8200868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -8200869.500000 Penalty: 5305.049805
	Iteration 50Q: 3 clusters Score -8200870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -8200870.500000 Penalty: 5305.049805
	Iteration 51Q: 3 clusters Score -8200870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -8200871.000000 Penalty: 5305.049805
	Iteration 52Q: 3 clusters Score -8200871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -8200868.500000 Penalty: 5305.049805
	Iteration 53Q: 3 clusters Score -8200868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -8200876.500000 Penalty: 5305.049805
	Iteration 54Q: 3 clusters Score -8200876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -8200877.500000 Penalty: 5305.049805
	Iteration 55Q: 3 clusters Score -8200878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -8200872.500000 Penalty: 5305.049805
	Iteration 56Q: 3 clusters Score -8200872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -8200869.500000 Penalty: 5305.049805
	Iteration 57Q: 3 clusters Score -8200870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -8200861.500000 Penalty: 5305.049805
	Iteration 58Q: 3 clusters Score -8200862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -8200870.000000 Penalty: 5305.049805
	Iteration 59Q: 3 clusters Score -8200870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -8200869.000000 Penalty: 5305.049805
	Iteration 60F: 3 clusters Score -8200869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -8200872.500000 Penalty: 5305.049805
	Iteration 61Q: 3 clusters Score -8200872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -8200877.500000 Penalty: 5305.049805
	Iteration 62Q: 3 clusters Score -8200878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -8200878.500000 Penalty: 5305.049805
	Iteration 63Q: 3 clusters Score -8200878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -8200874.000000 Penalty: 5305.049805
	Iteration 64Q: 3 clusters Score -8200874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -8200878.500000 Penalty: 5305.049805
	Iteration 65Q: 3 clusters Score -8200878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -8200874.000000 Penalty: 5305.049805
	Iteration 66Q: 3 clusters Score -8200874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -8200880.000000 Penalty: 5305.049805
	Iteration 67Q: 3 clusters Score -8200880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -8200880.500000 Penalty: 5305.049805
	Iteration 68Q: 3 clusters Score -8200880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -8200874.500000 Penalty: 5305.049805
	Iteration 69Q: 3 clusters Score -8200874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -8200873.500000 Penalty: 5305.049805
	Iteration 70Q: 3 clusters Score -8200874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -8200876.000000 Penalty: 5305.049805
	Iteration 71Q: 3 clusters Score -8200876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -8200879.000000 Penalty: 5305.049805
	Iteration 72Q: 3 clusters Score -8200879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -8200877.500000 Penalty: 5305.049805
	Iteration 73Q: 3 clusters Score -8200878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -8200882.000000 Penalty: 5305.049805
	Iteration 74Q: 3 clusters Score -8200882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -8200884.500000 Penalty: 5305.049805
	Iteration 75Q: 3 clusters Score -8200884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -8200884.500000 Penalty: 5305.049805
	Iteration 76Q: 3 clusters Score -8200884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -8200882.000000 Penalty: 5305.049805
	Iteration 77Q: 3 clusters Score -8200882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -8200874.000000 Penalty: 5305.049805
	Iteration 78Q: 3 clusters Score -8200874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -8200866.000000 Penalty: 5305.049805
	Iteration 79Q: 3 clusters Score -8200866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -8200872.500000 Penalty: 5305.049805
	Iteration 80F: 3 clusters Score -8200872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -8200866.500000 Penalty: 5305.049805
	Iteration 81Q: 3 clusters Score -8200866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -8200867.000000 Penalty: 5305.049805
	Iteration 82Q: 3 clusters Score -8200867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -8200865.000000 Penalty: 5305.049805
	Iteration 83Q: 3 clusters Score -8200865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -8200866.500000 Penalty: 5305.049805
	Iteration 84Q: 3 clusters Score -8200866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -8200867.500000 Penalty: 5305.049805
	Iteration 85Q: 3 clusters Score -8200868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -8200867.500000 Penalty: 5305.049805
	Iteration 86Q: 3 clusters Score -8200868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -8200870.500000 Penalty: 5305.049805
	Iteration 87Q: 3 clusters Score -8200870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -8200873.000000 Penalty: 5305.049805
	Iteration 88Q: 3 clusters Score -8200873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -8200873.000000 Penalty: 5305.049805
	Iteration 89F: 3 clusters Score -8200873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Entering Unmasked Estep 
Score: -9199754.000000 Penalty: 2680.130127
	Iteration 0F: 2 clusters Score -9199754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -9170176.000000 Penalty: 5360.260254
	Iteration 0F: 3 clusters Score -9170176 nChanged 22682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -9182496.000000 Penalty: 5360.260254
	Iteration 1F: 3 clusters Score -9182496 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -9182960.000000 Penalty: 5360.260254
	Iteration 2Q: 3 clusters Score -9182960 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -9183316.000000 Penalty: 5360.260254
	Iteration 3Q: 3 clusters Score -9183316 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -9183655.000000 Penalty: 5360.260254
	Iteration 4Q: 3 clusters Score -9183655 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -9183984.000000 Penalty: 5360.260254
	Iteration 5Q: 3 clusters Score -9183984 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -9184329.000000 Penalty: 5360.260254
	Iteration 6Q: 3 clusters Score -9184329 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -9184600.000000 Penalty: 5360.260254
	Iteration 7Q: 3 clusters Score -9184600 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -9184888.000000 Penalty: 5360.260254
	Iteration 8Q: 3 clusters Score -9184888 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -9185278.000000 Penalty: 5360.260254
	Iteration 9Q: 3 clusters Score -9185278 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -9185708.000000 Penalty: 5360.260254
	Iteration 10Q: 3 clusters Score -9185708 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -9186286.000000 Penalty: 5360.260254
	Iteration 11Q: 3 clusters Score -9186286 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -9187050.000000 Penalty: 5360.260254
	Iteration 12Q: 3 clusters Score -9187050 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -9188095.000000 Penalty: 5360.260254
	Iteration 13Q: 3 clusters Score -9188095 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -9189349.000000 Penalty: 5360.260254
	Iteration 14Q: 3 clusters Score -9189349 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -9190736.000000 Penalty: 5360.260254
	Iteration 15Q: 3 clusters Score -9190736 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -9191902.000000 Penalty: 5360.260254
	Iteration 16Q: 3 clusters Score -9191902 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -9192661.000000 Penalty: 5360.260254
	Iteration 17Q: 3 clusters Score -9192661 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -9193069.000000 Penalty: 5360.260254
	Iteration 18Q: 3 clusters Score -9193069 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -9193434.000000 Penalty: 5360.260254
	Iteration 19Q: 3 clusters Score -9193434 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -9193757.000000 Penalty: 5360.260254
	Iteration 20F: 3 clusters Score -9193757 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -9194076.000000 Penalty: 5360.260254
	Iteration 21Q: 3 clusters Score -9194076 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -9194410.000000 Penalty: 5360.260254
	Iteration 22Q: 3 clusters Score -9194410 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -9194752.000000 Penalty: 5360.260254
	Iteration 23Q: 3 clusters Score -9194752 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -9195179.000000 Penalty: 5360.260254
	Iteration 24Q: 3 clusters Score -9195179 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -9195568.000000 Penalty: 5360.260254
	Iteration 25Q: 3 clusters Score -9195568 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -9195863.000000 Penalty: 5360.260254
	Iteration 26Q: 3 clusters Score -9195863 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -9196168.000000 Penalty: 5360.260254
	Iteration 27Q: 3 clusters Score -9196168 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -9196451.000000 Penalty: 5360.260254
	Iteration 28Q: 3 clusters Score -9196451 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -9196733.000000 Penalty: 5360.260254
	Iteration 29Q: 3 clusters Score -9196733 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9196859.000000 Penalty: 5360.260254
	Iteration 30Q: 3 clusters Score -9196859 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9196955.000000 Penalty: 5360.260254
	Iteration 31Q: 3 clusters Score -9196955 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9197069.000000 Penalty: 5360.260254
	Iteration 32Q: 3 clusters Score -9197069 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9197165.000000 Penalty: 5360.260254
	Iteration 33Q: 3 clusters Score -9197165 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9197217.000000 Penalty: 5360.260254
	Iteration 34Q: 3 clusters Score -9197217 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9197305.000000 Penalty: 5360.260254
	Iteration 35Q: 3 clusters Score -9197305 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9197380.000000 Penalty: 5360.260254
	Iteration 36Q: 3 clusters Score -9197380 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9197453.000000 Penalty: 5360.260254
	Iteration 37Q: 3 clusters Score -9197453 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9197508.000000 Penalty: 5360.260254
	Iteration 38Q: 3 clusters Score -9197508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9197509.000000 Penalty: 5360.260254
	Iteration 39Q: 3 clusters Score -9197509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9197512.000000 Penalty: 5360.260254
	Iteration 40F: 3 clusters Score -9197512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9197518.000000 Penalty: 5360.260254
	Iteration 41Q: 3 clusters Score -9197518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9197534.000000 Penalty: 5360.260254
	Iteration 42Q: 3 clusters Score -9197534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9197558.000000 Penalty: 5360.260254
	Iteration 43Q: 3 clusters Score -9197558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9197567.000000 Penalty: 5360.260254
	Iteration 44Q: 3 clusters Score -9197567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9197566.000000 Penalty: 5360.260254
	Iteration 45Q: 3 clusters Score -9197566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9197569.000000 Penalty: 5360.260254
	Iteration 46Q: 3 clusters Score -9197569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9197575.000000 Penalty: 5360.260254
	Iteration 47Q: 3 clusters Score -9197575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9197583.000000 Penalty: 5360.260254
	Iteration 48Q: 3 clusters Score -9197583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9197590.000000 Penalty: 5360.260254
	Iteration 49Q: 3 clusters Score -9197590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9197589.000000 Penalty: 5360.260254
	Iteration 50Q: 3 clusters Score -9197589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9197582.000000 Penalty: 5360.260254
	Iteration 51Q: 3 clusters Score -9197582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9197588.000000 Penalty: 5360.260254
	Iteration 52Q: 3 clusters Score -9197588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9197591.000000 Penalty: 5360.260254
	Iteration 53Q: 3 clusters Score -9197591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9197591.000000 Penalty: 5360.260254
	Iteration 54F: 3 clusters Score -9197591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -128694.320312 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -128694.3 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 504 members 
Entering Unmasked Estep 
Score: -126866.843750 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -126866.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -127539.851562 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -127539.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -128006.140625 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -128006.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -128225.023438 Penalty: 3439.460938
	Iteration 3F: 3 clusters Score -128225 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -128330.695312 Penalty: 3439.460938
	Iteration 4F: 3 clusters Score -128330.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -128401.851562 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -128401.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -128443.335938 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -128443.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -128464.054688 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -128464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -128476.671875 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -128476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -128493.273438 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -128493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -128505.859375 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -128505.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -128521.429688 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -128521.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -128542.835938 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -128542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -128543.898438 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -128543.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -128546.132812 Penalty: 3439.460938
	Iteration 14F: 3 clusters Score -128546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -128556.265625 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -128556.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -128557.281250 Penalty: 3439.460938
	Iteration 16Q: 3 clusters Score -128557.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -128557.281250 Penalty: 3439.460938
	Iteration 17F: 3 clusters Score -128557.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Entering Unmasked Estep 
Score: -8315779.500000 Penalty: 2654.850098
	Iteration 0F: 2 clusters Score -8315780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -8287070.500000 Penalty: 5309.700195
	Iteration 0F: 3 clusters Score -8287070 nChanged 20486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -8298543.500000 Penalty: 5309.700195
	Iteration 1F: 3 clusters Score -8298544 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -8299296.000000 Penalty: 5309.700195
	Iteration 2Q: 3 clusters Score -8299296 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -8300162.000000 Penalty: 5309.700195
	Iteration 3Q: 3 clusters Score -8300162 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -8301206.000000 Penalty: 5309.700195
	Iteration 4F: 3 clusters Score -8301206 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -8302584.000000 Penalty: 5309.700195
	Iteration 5F: 3 clusters Score -8302584 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -8304511.500000 Penalty: 5309.700195
	Iteration 6F: 3 clusters Score -8304512 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -8306823.000000 Penalty: 5309.700195
	Iteration 7F: 3 clusters Score -8306823 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -8309095.000000 Penalty: 5309.700195
	Iteration 8F: 3 clusters Score -8309095 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -8310920.500000 Penalty: 5309.700195
	Iteration 9Q: 3 clusters Score -8310920 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -8312201.500000 Penalty: 5309.700195
	Iteration 10Q: 3 clusters Score -8312202 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -8312825.500000 Penalty: 5309.700195
	Iteration 11Q: 3 clusters Score -8312826 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -8313161.000000 Penalty: 5309.700195
	Iteration 12Q: 3 clusters Score -8313161 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -8313353.000000 Penalty: 5309.700195
	Iteration 13Q: 3 clusters Score -8313353 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8313451.500000 Penalty: 5309.700195
	Iteration 14Q: 3 clusters Score -8313452 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8313528.000000 Penalty: 5309.700195
	Iteration 15Q: 3 clusters Score -8313528 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -8313561.000000 Penalty: 5309.700195
	Iteration 16Q: 3 clusters Score -8313561 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8313574.500000 Penalty: 5309.700195
	Iteration 17Q: 3 clusters Score -8313574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -8313571.500000 Penalty: 5309.700195
	Iteration 18Q: 3 clusters Score -8313572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -8313596.500000 Penalty: 5309.700195
	Iteration 19Q: 3 clusters Score -8313596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8313607.500000 Penalty: 5309.700195
	Iteration 20F: 3 clusters Score -8313608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8313626.500000 Penalty: 5309.700195
	Iteration 21Q: 3 clusters Score -8313626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -8313642.500000 Penalty: 5309.700195
	Iteration 22Q: 3 clusters Score -8313642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -8313667.500000 Penalty: 5309.700195
	Iteration 23Q: 3 clusters Score -8313668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -8313669.000000 Penalty: 5309.700195
	Iteration 24Q: 3 clusters Score -8313669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8313668.000000 Penalty: 5309.700195
	Iteration 25Q: 3 clusters Score -8313668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -8313668.500000 Penalty: 5309.700195
	Iteration 26Q: 3 clusters Score -8313668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -8313673.000000 Penalty: 5309.700195
	Iteration 27Q: 3 clusters Score -8313673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -8313678.000000 Penalty: 5309.700195
	Iteration 28Q: 3 clusters Score -8313678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -8313677.500000 Penalty: 5309.700195
	Iteration 29Q: 3 clusters Score -8313678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -8313680.000000 Penalty: 5309.700195
	Iteration 30Q: 3 clusters Score -8313680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8313691.000000 Penalty: 5309.700195
	Iteration 31Q: 3 clusters Score -8313691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8313687.500000 Penalty: 5309.700195
	Iteration 32Q: 3 clusters Score -8313688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8313691.500000 Penalty: 5309.700195
	Iteration 33Q: 3 clusters Score -8313692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8313691.000000 Penalty: 5309.700195
	Iteration 34Q: 3 clusters Score -8313691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8313691.000000 Penalty: 5309.700195
	Iteration 35Q: 3 clusters Score -8313691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8313691.000000 Penalty: 5309.700195
	Iteration 36F: 3 clusters Score -8313691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Entering Unmasked Estep 
Score: -8444896.000000 Penalty: 2662.021973
	Iteration 0F: 2 clusters Score -8444896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -8415026.000000 Penalty: 5324.043945
	Iteration 0F: 3 clusters Score -8415026 nChanged 21040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8426467.000000 Penalty: 5324.043945
	Iteration 1F: 3 clusters Score -8426467 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -8426967.000000 Penalty: 5324.043945
	Iteration 2Q: 3 clusters Score -8426967 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -8427418.000000 Penalty: 5324.043945
	Iteration 3Q: 3 clusters Score -8427418 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -8427795.000000 Penalty: 5324.043945
	Iteration 4Q: 3 clusters Score -8427795 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -8428201.000000 Penalty: 5324.043945
	Iteration 5Q: 3 clusters Score -8428201 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -8428660.000000 Penalty: 5324.043945
	Iteration 6Q: 3 clusters Score -8428660 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -8429229.000000 Penalty: 5324.043945
	Iteration 7Q: 3 clusters Score -8429229 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -8429990.000000 Penalty: 5324.043945
	Iteration 8Q: 3 clusters Score -8429990 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -8430858.000000 Penalty: 5324.043945
	Iteration 9Q: 3 clusters Score -8430858 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -8432099.000000 Penalty: 5324.043945
	Iteration 10Q: 3 clusters Score -8432099 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -8433777.000000 Penalty: 5324.043945
	Iteration 11F: 3 clusters Score -8433777 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -8435671.000000 Penalty: 5324.043945
	Iteration 12F: 3 clusters Score -8435671 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -8437376.000000 Penalty: 5324.043945
	Iteration 13F: 3 clusters Score -8437376 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -8438386.000000 Penalty: 5324.043945
	Iteration 14Q: 3 clusters Score -8438386 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -8438857.000000 Penalty: 5324.043945
	Iteration 15Q: 3 clusters Score -8438857 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -8439093.000000 Penalty: 5324.043945
	Iteration 16Q: 3 clusters Score -8439093 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -8439264.000000 Penalty: 5324.043945
	Iteration 17Q: 3 clusters Score -8439264 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -8439429.000000 Penalty: 5324.043945
	Iteration 18Q: 3 clusters Score -8439429 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -8439574.000000 Penalty: 5324.043945
	Iteration 19Q: 3 clusters Score -8439574 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -8439817.000000 Penalty: 5324.043945
	Iteration 20F: 3 clusters Score -8439817 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -8440068.000000 Penalty: 5324.043945
	Iteration 21Q: 3 clusters Score -8440068 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -8440336.000000 Penalty: 5324.043945
	Iteration 22Q: 3 clusters Score -8440336 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -8440593.000000 Penalty: 5324.043945
	Iteration 23Q: 3 clusters Score -8440593 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -8440928.000000 Penalty: 5324.043945
	Iteration 24Q: 3 clusters Score -8440928 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -8441162.000000 Penalty: 5324.043945
	Iteration 25Q: 3 clusters Score -8441162 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -8441372.000000 Penalty: 5324.043945
	Iteration 26Q: 3 clusters Score -8441372 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -8441550.000000 Penalty: 5324.043945
	Iteration 27Q: 3 clusters Score -8441550 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -8441690.000000 Penalty: 5324.043945
	Iteration 28Q: 3 clusters Score -8441690 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -8441808.000000 Penalty: 5324.043945
	Iteration 29Q: 3 clusters Score -8441808 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -8441913.000000 Penalty: 5324.043945
	Iteration 30Q: 3 clusters Score -8441913 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -8442019.000000 Penalty: 5324.043945
	Iteration 31Q: 3 clusters Score -8442019 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -8442146.000000 Penalty: 5324.043945
	Iteration 32Q: 3 clusters Score -8442146 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -8442196.000000 Penalty: 5324.043945
	Iteration 33Q: 3 clusters Score -8442196 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8442292.000000 Penalty: 5324.043945
	Iteration 34Q: 3 clusters Score -8442292 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -8442385.000000 Penalty: 5324.043945
	Iteration 35Q: 3 clusters Score -8442385 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -8442445.000000 Penalty: 5324.043945
	Iteration 36Q: 3 clusters Score -8442445 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -8442517.000000 Penalty: 5324.043945
	Iteration 37Q: 3 clusters Score -8442517 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -8442581.000000 Penalty: 5324.043945
	Iteration 38Q: 3 clusters Score -8442581 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -8442622.000000 Penalty: 5324.043945
	Iteration 39Q: 3 clusters Score -8442622 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -8442670.000000 Penalty: 5324.043945
	Iteration 40F: 3 clusters Score -8442670 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -8442720.000000 Penalty: 5324.043945
	Iteration 41Q: 3 clusters Score -8442720 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -8442788.000000 Penalty: 5324.043945
	Iteration 42Q: 3 clusters Score -8442788 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -8442843.000000 Penalty: 5324.043945
	Iteration 43Q: 3 clusters Score -8442843 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -8442887.000000 Penalty: 5324.043945
	Iteration 44Q: 3 clusters Score -8442887 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -8442963.000000 Penalty: 5324.043945
	Iteration 45Q: 3 clusters Score -8442963 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -8443030.000000 Penalty: 5324.043945
	Iteration 46Q: 3 clusters Score -8443030 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -8443103.000000 Penalty: 5324.043945
	Iteration 47Q: 3 clusters Score -8443103 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -8443185.000000 Penalty: 5324.043945
	Iteration 48Q: 3 clusters Score -8443185 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -8443250.000000 Penalty: 5324.043945
	Iteration 49Q: 3 clusters Score -8443250 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -8443333.000000 Penalty: 5324.043945
	Iteration 50Q: 3 clusters Score -8443333 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -8443393.000000 Penalty: 5324.043945
	Iteration 51Q: 3 clusters Score -8443393 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -8443428.000000 Penalty: 5324.043945
	Iteration 52Q: 3 clusters Score -8443428 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -8443455.000000 Penalty: 5324.043945
	Iteration 53Q: 3 clusters Score -8443455 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -8443477.000000 Penalty: 5324.043945
	Iteration 54Q: 3 clusters Score -8443477 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -8443539.000000 Penalty: 5324.043945
	Iteration 55Q: 3 clusters Score -8443539 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -8443579.000000 Penalty: 5324.043945
	Iteration 56Q: 3 clusters Score -8443579 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -8443613.000000 Penalty: 5324.043945
	Iteration 57Q: 3 clusters Score -8443613 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -8443624.000000 Penalty: 5324.043945
	Iteration 58Q: 3 clusters Score -8443624 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -8443681.000000 Penalty: 5324.043945
	Iteration 59Q: 3 clusters Score -8443681 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -8443733.000000 Penalty: 5324.043945
	Iteration 60F: 3 clusters Score -8443733 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -8443761.000000 Penalty: 5324.043945
	Iteration 61Q: 3 clusters Score -8443761 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -8443793.000000 Penalty: 5324.043945
	Iteration 62Q: 3 clusters Score -8443793 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -8443825.000000 Penalty: 5324.043945
	Iteration 63Q: 3 clusters Score -8443825 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -8443842.000000 Penalty: 5324.043945
	Iteration 64Q: 3 clusters Score -8443842 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -8443828.000000 Penalty: 5324.043945
	Iteration 65Q: 3 clusters Score -8443828 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -8443841.000000 Penalty: 5324.043945
	Iteration 66Q: 3 clusters Score -8443841 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -8443838.000000 Penalty: 5324.043945
	Iteration 67Q: 3 clusters Score -8443838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -8443841.000000 Penalty: 5324.043945
	Iteration 68Q: 3 clusters Score -8443841 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -8443833.000000 Penalty: 5324.043945
	Iteration 69Q: 3 clusters Score -8443833 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -8443851.000000 Penalty: 5324.043945
	Iteration 70Q: 3 clusters Score -8443851 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -8443824.000000 Penalty: 5324.043945
	Iteration 71Q: 3 clusters Score -8443824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -8443815.000000 Penalty: 5324.043945
	Iteration 72Q: 3 clusters Score -8443815 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -8443824.000000 Penalty: 5324.043945
	Iteration 73Q: 3 clusters Score -8443824 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -8443823.000000 Penalty: 5324.043945
	Iteration 74Q: 3 clusters Score -8443823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -8443808.000000 Penalty: 5324.043945
	Iteration 75Q: 3 clusters Score -8443808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -8443795.000000 Penalty: 5324.043945
	Iteration 76Q: 3 clusters Score -8443795 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -8443766.000000 Penalty: 5324.043945
	Iteration 77Q: 3 clusters Score -8443766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -8443759.000000 Penalty: 5324.043945
	Iteration 78Q: 3 clusters Score -8443759 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -8443747.000000 Penalty: 5324.043945
	Iteration 79Q: 3 clusters Score -8443747 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8443741.000000 Penalty: 5324.043945
	Iteration 80F: 3 clusters Score -8443741 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -8443735.000000 Penalty: 5324.043945
	Iteration 81Q: 3 clusters Score -8443735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -8443739.000000 Penalty: 5324.043945
	Iteration 82Q: 3 clusters Score -8443739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -8443721.000000 Penalty: 5324.043945
	Iteration 83Q: 3 clusters Score -8443721 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -8443710.000000 Penalty: 5324.043945
	Iteration 84Q: 3 clusters Score -8443710 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -8443697.000000 Penalty: 5324.043945
	Iteration 85Q: 3 clusters Score -8443697 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -8443679.000000 Penalty: 5324.043945
	Iteration 86Q: 3 clusters Score -8443679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8443648.000000 Penalty: 5324.043945
	Iteration 87Q: 3 clusters Score -8443648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -8443640.000000 Penalty: 5324.043945
	Iteration 88Q: 3 clusters Score -8443640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8443627.000000 Penalty: 5324.043945
	Iteration 89Q: 3 clusters Score -8443627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -8443610.000000 Penalty: 5324.043945
	Iteration 90Q: 3 clusters Score -8443610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -8443601.000000 Penalty: 5324.043945
	Iteration 91Q: 3 clusters Score -8443601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8443580.000000 Penalty: 5324.043945
	Iteration 92Q: 3 clusters Score -8443580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -8443585.000000 Penalty: 5324.043945
	Iteration 93Q: 3 clusters Score -8443585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -8443563.000000 Penalty: 5324.043945
	Iteration 94Q: 3 clusters Score -8443563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -8443558.000000 Penalty: 5324.043945
	Iteration 95Q: 3 clusters Score -8443558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -8443539.000000 Penalty: 5324.043945
	Iteration 96Q: 3 clusters Score -8443539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -8443532.000000 Penalty: 5324.043945
	Iteration 97Q: 3 clusters Score -8443532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -8443504.000000 Penalty: 5324.043945
	Iteration 98Q: 3 clusters Score -8443504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -8443493.000000 Penalty: 5324.043945
	Iteration 99Q: 3 clusters Score -8443493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -8443498.000000 Penalty: 5324.043945
	Iteration 100F: 3 clusters Score -8443498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -8443486.000000 Penalty: 5324.043945
	Iteration 101Q: 3 clusters Score -8443486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -8443481.000000 Penalty: 5324.043945
	Iteration 102Q: 3 clusters Score -8443481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -8443476.000000 Penalty: 5324.043945
	Iteration 103Q: 3 clusters Score -8443476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -8443475.000000 Penalty: 5324.043945
	Iteration 104Q: 3 clusters Score -8443475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -8443473.000000 Penalty: 5324.043945
	Iteration 105Q: 3 clusters Score -8443473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -8443473.000000 Penalty: 5324.043945
	Iteration 106Q: 3 clusters Score -8443473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -8443468.000000 Penalty: 5324.043945
	Iteration 107Q: 3 clusters Score -8443468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -8443466.000000 Penalty: 5324.043945
	Iteration 108Q: 3 clusters Score -8443466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -8443460.000000 Penalty: 5324.043945
	Iteration 109Q: 3 clusters Score -8443460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -8443466.000000 Penalty: 5324.043945
	Iteration 110Q: 3 clusters Score -8443466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8443458.000000 Penalty: 5324.043945
	Iteration 111Q: 3 clusters Score -8443458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8443464.000000 Penalty: 5324.043945
	Iteration 112Q: 3 clusters Score -8443464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8443450.000000 Penalty: 5324.043945
	Iteration 113Q: 3 clusters Score -8443450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -8443451.000000 Penalty: 5324.043945
	Iteration 114Q: 3 clusters Score -8443451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -8443464.000000 Penalty: 5324.043945
	Iteration 115Q: 3 clusters Score -8443464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8443463.000000 Penalty: 5324.043945
	Iteration 116Q: 3 clusters Score -8443463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -8443458.000000 Penalty: 5324.043945
	Iteration 117Q: 3 clusters Score -8443458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -8443457.000000 Penalty: 5324.043945
	Iteration 118Q: 3 clusters Score -8443457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -8443460.000000 Penalty: 5324.043945
	Iteration 119Q: 3 clusters Score -8443460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -8443460.000000 Penalty: 5324.043945
	Iteration 120F: 3 clusters Score -8443460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8443453.000000 Penalty: 5324.043945
	Iteration 121Q: 3 clusters Score -8443453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -8443450.000000 Penalty: 5324.043945
	Iteration 122Q: 3 clusters Score -8443450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -8443448.000000 Penalty: 5324.043945
	Iteration 123Q: 3 clusters Score -8443448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8443440.000000 Penalty: 5324.043945
	Iteration 124Q: 3 clusters Score -8443440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8443445.000000 Penalty: 5324.043945
	Iteration 125Q: 3 clusters Score -8443445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -8443444.000000 Penalty: 5324.043945
	Iteration 126Q: 3 clusters Score -8443444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -8443439.000000 Penalty: 5324.043945
	Iteration 127Q: 3 clusters Score -8443439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -8443439.000000 Penalty: 5324.043945
	Iteration 128Q: 3 clusters Score -8443439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -8443432.000000 Penalty: 5324.043945
	Iteration 129Q: 3 clusters Score -8443432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -8443433.000000 Penalty: 5324.043945
	Iteration 130Q: 3 clusters Score -8443433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -8443434.000000 Penalty: 5324.043945
	Iteration 131Q: 3 clusters Score -8443434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -8443438.000000 Penalty: 5324.043945
	Iteration 132Q: 3 clusters Score -8443438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -8443438.000000 Penalty: 5324.043945
	Iteration 133F: 3 clusters Score -8443438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -470696.531250 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -470696.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -467675.656250 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -467675.7 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -468441.031250 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -468441 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -468742.437500 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -468742.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -468972.406250 Penalty: 3922.560059
	Iteration 3F: 3 clusters Score -468972.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -469114.750000 Penalty: 3922.560059
	Iteration 4F: 3 clusters Score -469114.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -469221.375000 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -469221.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -469314.125000 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -469314.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -469401.062500 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -469401.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -469451.500000 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -469451.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -469483.187500 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -469483.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -469506.843750 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -469506.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -469526.562500 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -469526.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -469539.812500 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -469539.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -469547.875000 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -469547.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -469554.687500 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -469554.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -469559.750000 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -469559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -469561.437500 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -469561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -469561.968750 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -469562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -469563.937500 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -469563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -469566.406250 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -469566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -469568.218750 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -469568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -469571.250000 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -469571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -469575.468750 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -469575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -469576.875000 Penalty: 3922.560059
	Iteration 23Q: 3 clusters Score -469576.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -469580.937500 Penalty: 3922.560059
	Iteration 24Q: 3 clusters Score -469580.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -469586.843750 Penalty: 3922.560059
	Iteration 25Q: 3 clusters Score -469586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -469590.062500 Penalty: 3922.560059
	Iteration 26Q: 3 clusters Score -469590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -469593.906250 Penalty: 3922.560059
	Iteration 27Q: 3 clusters Score -469593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -469595.468750 Penalty: 3922.560059
	Iteration 28Q: 3 clusters Score -469595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -469597.625000 Penalty: 3922.560059
	Iteration 29Q: 3 clusters Score -469597.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -469604.843750 Penalty: 3922.560059
	Iteration 30Q: 3 clusters Score -469604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -469610.437500 Penalty: 3922.560059
	Iteration 31Q: 3 clusters Score -469610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -469613.843750 Penalty: 3922.560059
	Iteration 32Q: 3 clusters Score -469613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -469614.218750 Penalty: 3922.560059
	Iteration 33Q: 3 clusters Score -469614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -469615.375000 Penalty: 3922.560059
	Iteration 34Q: 3 clusters Score -469615.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -469615.375000 Penalty: 3922.560059
	Iteration 35F: 3 clusters Score -469615.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Entering Unmasked Estep 
Score: -9740163.000000 Penalty: 2693.774658
	Iteration 0F: 2 clusters Score -9740163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -9711093.000000 Penalty: 5387.549316
	Iteration 0F: 3 clusters Score -9711093 nChanged 24096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -9724638.000000 Penalty: 5387.549316
	Iteration 1F: 3 clusters Score -9724638 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -9725428.000000 Penalty: 5387.549316
	Iteration 2Q: 3 clusters Score -9725428 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -9726234.000000 Penalty: 5387.549316
	Iteration 3Q: 3 clusters Score -9726234 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -9727011.000000 Penalty: 5387.549316
	Iteration 4Q: 3 clusters Score -9727011 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -9727816.000000 Penalty: 5387.549316
	Iteration 5Q: 3 clusters Score -9727816 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -9728545.000000 Penalty: 5387.549316
	Iteration 6Q: 3 clusters Score -9728545 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -9729223.000000 Penalty: 5387.549316
	Iteration 7Q: 3 clusters Score -9729223 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -9729930.000000 Penalty: 5387.549316
	Iteration 8Q: 3 clusters Score -9729930 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -9730718.000000 Penalty: 5387.549316
	Iteration 9Q: 3 clusters Score -9730718 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -9731472.000000 Penalty: 5387.549316
	Iteration 10Q: 3 clusters Score -9731472 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -9732359.000000 Penalty: 5387.549316
	Iteration 11Q: 3 clusters Score -9732359 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -9733468.000000 Penalty: 5387.549316
	Iteration 12Q: 3 clusters Score -9733468 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -9734659.000000 Penalty: 5387.549316
	Iteration 13Q: 3 clusters Score -9734659 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -9735733.000000 Penalty: 5387.549316
	Iteration 14Q: 3 clusters Score -9735733 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -9736516.000000 Penalty: 5387.549316
	Iteration 15Q: 3 clusters Score -9736516 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -9737044.000000 Penalty: 5387.549316
	Iteration 16Q: 3 clusters Score -9737044 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -9737354.000000 Penalty: 5387.549316
	Iteration 17Q: 3 clusters Score -9737354 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -9737579.000000 Penalty: 5387.549316
	Iteration 18Q: 3 clusters Score -9737579 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -9737814.000000 Penalty: 5387.549316
	Iteration 19Q: 3 clusters Score -9737814 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -9738079.000000 Penalty: 5387.549316
	Iteration 20F: 3 clusters Score -9738079 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -9738307.000000 Penalty: 5387.549316
	Iteration 21Q: 3 clusters Score -9738307 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -9738530.000000 Penalty: 5387.549316
	Iteration 22Q: 3 clusters Score -9738530 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -9738816.000000 Penalty: 5387.549316
	Iteration 23Q: 3 clusters Score -9738816 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -9738850.000000 Penalty: 5387.549316
	Iteration 24Q: 3 clusters Score -9738850 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -9738765.000000 Penalty: 5387.549316
	Iteration 25Q: 3 clusters Score -9738765 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -9738852.000000 Penalty: 5387.549316
	Iteration 26Q: 3 clusters Score -9738852 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -9738897.000000 Penalty: 5387.549316
	Iteration 27Q: 3 clusters Score -9738897 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -9738791.000000 Penalty: 5387.549316
	Iteration 28Q: 3 clusters Score -9738791 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -9738713.000000 Penalty: 5387.549316
	Iteration 29Q: 3 clusters Score -9738713 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -9738611.000000 Penalty: 5387.549316
	Iteration 30Q: 3 clusters Score -9738611 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -9738484.000000 Penalty: 5387.549316
	Iteration 31Q: 3 clusters Score -9738484 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -9738430.000000 Penalty: 5387.549316
	Iteration 32Q: 3 clusters Score -9738430 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -9738306.000000 Penalty: 5387.549316
	Iteration 33Q: 3 clusters Score -9738306 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -9738256.000000 Penalty: 5387.549316
	Iteration 34Q: 3 clusters Score -9738256 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -9738215.000000 Penalty: 5387.549316
	Iteration 35Q: 3 clusters Score -9738215 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -9738165.000000 Penalty: 5387.549316
	Iteration 36Q: 3 clusters Score -9738165 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -9738156.000000 Penalty: 5387.549316
	Iteration 37Q: 3 clusters Score -9738156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -9738137.000000 Penalty: 5387.549316
	Iteration 38Q: 3 clusters Score -9738137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -9738149.000000 Penalty: 5387.549316
	Iteration 39Q: 3 clusters Score -9738149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -9738174.000000 Penalty: 5387.549316
	Iteration 40F: 3 clusters Score -9738174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -9738148.000000 Penalty: 5387.549316
	Iteration 41Q: 3 clusters Score -9738148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -9738173.000000 Penalty: 5387.549316
	Iteration 42Q: 3 clusters Score -9738173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -9738177.000000 Penalty: 5387.549316
	Iteration 43Q: 3 clusters Score -9738177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -9738185.000000 Penalty: 5387.549316
	Iteration 44Q: 3 clusters Score -9738185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -9738171.000000 Penalty: 5387.549316
	Iteration 45Q: 3 clusters Score -9738171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -9738175.000000 Penalty: 5387.549316
	Iteration 46Q: 3 clusters Score -9738175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -9738177.000000 Penalty: 5387.549316
	Iteration 47Q: 3 clusters Score -9738177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -9738188.000000 Penalty: 5387.549316
	Iteration 48Q: 3 clusters Score -9738188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -9738194.000000 Penalty: 5387.549316
	Iteration 49Q: 3 clusters Score -9738194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -9738184.000000 Penalty: 5387.549316
	Iteration 50Q: 3 clusters Score -9738184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -9738189.000000 Penalty: 5387.549316
	Iteration 51Q: 3 clusters Score -9738189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -9738189.000000 Penalty: 5387.549316
	Iteration 52F: 3 clusters Score -9738189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -42011.140625 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -42011.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40836.953125 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -40836.95 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41454.062500 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -41454.06 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41928.835938 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -41928.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42373.921875 Penalty: 3073.436279
	Iteration 3F: 3 clusters Score -42373.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42529.308594 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -42529.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42655.644531 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -42655.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42712.355469 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -42712.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42754.937500 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -42754.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42768.761719 Penalty: 3073.436279
	Iteration 8F: 3 clusters Score -42768.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42835.808594 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -42835.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42846.937500 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -42846.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42846.937500 Penalty: 3073.436279
	Iteration 11F: 3 clusters Score -42846.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46308 members 
Mstep: Class 4 contains 35802 members 
Mstep: Class 5 contains 1371 members 
Mstep: Class 6 contains 48385 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44406 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46810 members 
Mstep: Class 11 contains 47503 members 
Mstep: Class 12 contains 44164 members 
Mstep: Class 13 contains 49364 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44580 members 
Mstep: Class 16 contains 45888 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 52156 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 6324 members 
Mstep: Class 21 contains 47128 members 
Mstep: Class 22 contains 277 members 
Mstep: Class 23 contains 156 members 
Entering Unmasked Estep 
Score: -106688088.000000 Penalty: 75744.453125
Splitting cluster 19 changes total score from -106689128.000000 to -106688088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Entering Unmasked Estep 
Score: -1172502.125000 Penalty: 2170.522705
	Iteration 0F: 2 clusters Score -1172502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1167129.875000 Penalty: 4341.045410
	Iteration 0F: 3 clusters Score -1167130 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1168421.125000 Penalty: 4341.045410
	Iteration 1F: 3 clusters Score -1168421 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1168680.375000 Penalty: 4341.045410
	Iteration 2F: 3 clusters Score -1168680 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1168854.875000 Penalty: 4341.045410
	Iteration 3F: 3 clusters Score -1168855 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1169009.250000 Penalty: 4341.045410
	Iteration 4Q: 3 clusters Score -1169009 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1169148.625000 Penalty: 4341.045410
	Iteration 5Q: 3 clusters Score -1169149 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1169263.750000 Penalty: 4341.045410
	Iteration 6Q: 3 clusters Score -1169264 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1169350.500000 Penalty: 4341.045410
	Iteration 7Q: 3 clusters Score -1169350 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1169435.000000 Penalty: 4341.045410
	Iteration 8Q: 3 clusters Score -1169435 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1169502.375000 Penalty: 4341.045410
	Iteration 9Q: 3 clusters Score -1169502 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1169572.750000 Penalty: 4341.045410
	Iteration 10Q: 3 clusters Score -1169573 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1169649.000000 Penalty: 4341.045410
	Iteration 11Q: 3 clusters Score -1169649 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1169718.000000 Penalty: 4341.045410
	Iteration 12Q: 3 clusters Score -1169718 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1169803.125000 Penalty: 4341.045410
	Iteration 13Q: 3 clusters Score -1169803 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1169892.750000 Penalty: 4341.045410
	Iteration 14Q: 3 clusters Score -1169893 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1169995.375000 Penalty: 4341.045410
	Iteration 15Q: 3 clusters Score -1169995 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1170130.375000 Penalty: 4341.045410
	Iteration 16Q: 3 clusters Score -1170130 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1170258.500000 Penalty: 4341.045410
	Iteration 17Q: 3 clusters Score -1170258 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1170383.250000 Penalty: 4341.045410
	Iteration 18Q: 3 clusters Score -1170383 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1170486.750000 Penalty: 4341.045410
	Iteration 19Q: 3 clusters Score -1170487 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1170573.625000 Penalty: 4341.045410
	Iteration 20F: 3 clusters Score -1170574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1170665.500000 Penalty: 4341.045410
	Iteration 21Q: 3 clusters Score -1170666 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1170721.250000 Penalty: 4341.045410
	Iteration 22Q: 3 clusters Score -1170721 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1170770.625000 Penalty: 4341.045410
	Iteration 23Q: 3 clusters Score -1170771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1170815.375000 Penalty: 4341.045410
	Iteration 24Q: 3 clusters Score -1170815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1170842.500000 Penalty: 4341.045410
	Iteration 25Q: 3 clusters Score -1170842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1170865.875000 Penalty: 4341.045410
	Iteration 26Q: 3 clusters Score -1170866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1170882.250000 Penalty: 4341.045410
	Iteration 27Q: 3 clusters Score -1170882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1170894.250000 Penalty: 4341.045410
	Iteration 28Q: 3 clusters Score -1170894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1170898.125000 Penalty: 4341.045410
	Iteration 29Q: 3 clusters Score -1170898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1170903.125000 Penalty: 4341.045410
	Iteration 30Q: 3 clusters Score -1170903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1170913.500000 Penalty: 4341.045410
	Iteration 31Q: 3 clusters Score -1170914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1170916.625000 Penalty: 4341.045410
	Iteration 32Q: 3 clusters Score -1170917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1170919.375000 Penalty: 4341.045410
	Iteration 33Q: 3 clusters Score -1170919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1170920.500000 Penalty: 4341.045410
	Iteration 34Q: 3 clusters Score -1170920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1170922.000000 Penalty: 4341.045410
	Iteration 35Q: 3 clusters Score -1170922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1170921.625000 Penalty: 4341.045410
	Iteration 36Q: 3 clusters Score -1170922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1170923.750000 Penalty: 4341.045410
	Iteration 37Q: 3 clusters Score -1170924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1170923.750000 Penalty: 4341.045410
	Iteration 38F: 3 clusters Score -1170924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Entering Unmasked Estep 
Score: -8875237.000000 Penalty: 2668.634521
	Iteration 0F: 2 clusters Score -8875237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -8846239.000000 Penalty: 5337.269043
	Iteration 0F: 3 clusters Score -8846239 nChanged 21787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -8858380.000000 Penalty: 5337.269043
	Iteration 1F: 3 clusters Score -8858380 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -8859044.000000 Penalty: 5337.269043
	Iteration 2Q: 3 clusters Score -8859044 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -8859843.000000 Penalty: 5337.269043
	Iteration 3Q: 3 clusters Score -8859843 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -8860707.000000 Penalty: 5337.269043
	Iteration 4Q: 3 clusters Score -8860707 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -8861848.000000 Penalty: 5337.269043
	Iteration 5F: 3 clusters Score -8861848 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -8863327.000000 Penalty: 5337.269043
	Iteration 6F: 3 clusters Score -8863327 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -8865096.000000 Penalty: 5337.269043
	Iteration 7F: 3 clusters Score -8865096 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -8866997.000000 Penalty: 5337.269043
	Iteration 8F: 3 clusters Score -8866997 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -8868734.000000 Penalty: 5337.269043
	Iteration 9F: 3 clusters Score -8868734 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -8870209.000000 Penalty: 5337.269043
	Iteration 10Q: 3 clusters Score -8870209 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -8871287.000000 Penalty: 5337.269043
	Iteration 11Q: 3 clusters Score -8871287 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -8871887.000000 Penalty: 5337.269043
	Iteration 12Q: 3 clusters Score -8871887 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8872289.000000 Penalty: 5337.269043
	Iteration 13Q: 3 clusters Score -8872289 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -8872602.000000 Penalty: 5337.269043
	Iteration 14Q: 3 clusters Score -8872602 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -8872825.000000 Penalty: 5337.269043
	Iteration 15Q: 3 clusters Score -8872825 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -8872969.000000 Penalty: 5337.269043
	Iteration 16Q: 3 clusters Score -8872969 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -8873055.000000 Penalty: 5337.269043
	Iteration 17Q: 3 clusters Score -8873055 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -8873126.000000 Penalty: 5337.269043
	Iteration 18Q: 3 clusters Score -8873126 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -8873161.000000 Penalty: 5337.269043
	Iteration 19Q: 3 clusters Score -8873161 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8873211.000000 Penalty: 5337.269043
	Iteration 20F: 3 clusters Score -8873211 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8873195.000000 Penalty: 5337.269043
	Iteration 21Q: 3 clusters Score -8873195 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8873177.000000 Penalty: 5337.269043
	Iteration 22Q: 3 clusters Score -8873177 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8873148.000000 Penalty: 5337.269043
	Iteration 23Q: 3 clusters Score -8873148 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8873122.000000 Penalty: 5337.269043
	Iteration 24Q: 3 clusters Score -8873122 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8873074.000000 Penalty: 5337.269043
	Iteration 25Q: 3 clusters Score -8873074 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8873074.000000 Penalty: 5337.269043
	Iteration 26Q: 3 clusters Score -8873074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8873079.000000 Penalty: 5337.269043
	Iteration 27Q: 3 clusters Score -8873079 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8873095.000000 Penalty: 5337.269043
	Iteration 28Q: 3 clusters Score -8873095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8873095.000000 Penalty: 5337.269043
	Iteration 29Q: 3 clusters Score -8873095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8873114.000000 Penalty: 5337.269043
	Iteration 30Q: 3 clusters Score -8873114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8873113.000000 Penalty: 5337.269043
	Iteration 31Q: 3 clusters Score -8873113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8873128.000000 Penalty: 5337.269043
	Iteration 32Q: 3 clusters Score -8873128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8873135.000000 Penalty: 5337.269043
	Iteration 33Q: 3 clusters Score -8873135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8873133.000000 Penalty: 5337.269043
	Iteration 34Q: 3 clusters Score -8873133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8873133.000000 Penalty: 5337.269043
	Iteration 35Q: 3 clusters Score -8873133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8873135.000000 Penalty: 5337.269043
	Iteration 36Q: 3 clusters Score -8873135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8873136.000000 Penalty: 5337.269043
	Iteration 37Q: 3 clusters Score -8873136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8873138.000000 Penalty: 5337.269043
	Iteration 38Q: 3 clusters Score -8873138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8873138.000000 Penalty: 5337.269043
	Iteration 39F: 3 clusters Score -8873138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -59740.914062 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -59740.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -58620.464844 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -58620.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -58731.824219 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -58731.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -58771.898438 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -58771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -58810.726562 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -58810.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -58815.796875 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -58815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -58820.335938 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -58820.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -58822.449219 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -58822.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -58823.203125 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -58823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -58824.996094 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -58825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -58824.996094 Penalty: 2789.512695
	Iteration 9F: 3 clusters Score -58825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46308 members 
Mstep: Class 4 contains 35802 members 
Mstep: Class 5 contains 1371 members 
Mstep: Class 6 contains 48385 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44406 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46810 members 
Mstep: Class 11 contains 47503 members 
Mstep: Class 12 contains 44164 members 
Mstep: Class 13 contains 49364 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44580 members 
Mstep: Class 16 contains 45888 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 52156 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6324 members 
Mstep: Class 21 contains 47128 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689080.000000 Penalty: 72451.218750
Iteration 159Q: 23 clusters Score -1.066891e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46296 members 
Mstep: Class 4 contains 35781 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 48364 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44379 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 46913 members 
Mstep: Class 11 contains 47487 members 
Mstep: Class 12 contains 44158 members 
Mstep: Class 13 contains 49383 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44614 members 
Mstep: Class 16 contains 45883 members 
Mstep: Class 17 contains 2719 members 
Mstep: Class 18 contains 52136 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6308 members 
Mstep: Class 21 contains 47092 members 
Mstep: Class 22 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689192.000000 Penalty: 72451.218750
Iteration 160F: 23 clusters Score -1.066892e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46305 members 
Mstep: Class 4 contains 35741 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 48342 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 44340 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 47051 members 
Mstep: Class 11 contains 47426 members 
Mstep: Class 12 contains 44158 members 
Mstep: Class 13 contains 49404 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44609 members 
Mstep: Class 16 contains 45912 members 
Mstep: Class 17 contains 2717 members 
Mstep: Class 18 contains 52133 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 47056 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689488.000000 Penalty: 72451.218750
Iteration 161Q: 23 clusters Score -1.066895e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46308 members 
Mstep: Class 4 contains 35702 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 48345 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 44311 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 47198 members 
Mstep: Class 11 contains 47369 members 
Mstep: Class 12 contains 44148 members 
Mstep: Class 13 contains 49430 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44602 members 
Mstep: Class 16 contains 45940 members 
Mstep: Class 17 contains 2717 members 
Mstep: Class 18 contains 52134 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6296 members 
Mstep: Class 21 contains 46993 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689608.000000 Penalty: 72451.218750
Iteration 162Q: 23 clusters Score -1.066896e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46323 members 
Mstep: Class 4 contains 35667 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 48349 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44285 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 47348 members 
Mstep: Class 11 contains 47367 members 
Mstep: Class 12 contains 44140 members 
Mstep: Class 13 contains 49434 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44607 members 
Mstep: Class 16 contains 45920 members 
Mstep: Class 17 contains 2717 members 
Mstep: Class 18 contains 52111 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6287 members 
Mstep: Class 21 contains 46943 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689800.000000 Penalty: 72451.218750
Iteration 163Q: 23 clusters Score -1.066898e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46318 members 
Mstep: Class 4 contains 35625 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 48335 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 44225 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 47525 members 
Mstep: Class 11 contains 47351 members 
Mstep: Class 12 contains 44135 members 
Mstep: Class 13 contains 49439 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44604 members 
Mstep: Class 16 contains 45921 members 
Mstep: Class 17 contains 2717 members 
Mstep: Class 18 contains 52106 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6272 members 
Mstep: Class 21 contains 46917 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689800.000000 Penalty: 72451.218750
Iteration 164Q: 23 clusters Score -1.066898e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46322 members 
Mstep: Class 4 contains 35585 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 48336 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 44187 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 47698 members 
Mstep: Class 11 contains 47361 members 
Mstep: Class 12 contains 44132 members 
Mstep: Class 13 contains 49436 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44590 members 
Mstep: Class 16 contains 45910 members 
Mstep: Class 17 contains 2716 members 
Mstep: Class 18 contains 52095 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6254 members 
Mstep: Class 21 contains 46870 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689936.000000 Penalty: 72451.218750
Iteration 165Q: 23 clusters Score -1.066899e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46325 members 
Mstep: Class 4 contains 35554 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 48305 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 44137 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 47848 members 
Mstep: Class 11 contains 47366 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 49424 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44592 members 
Mstep: Class 16 contains 45896 members 
Mstep: Class 17 contains 2714 members 
Mstep: Class 18 contains 52086 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6243 members 
Mstep: Class 21 contains 46863 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690192.000000 Penalty: 72451.218750
Iteration 166Q: 23 clusters Score -1.066902e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46330 members 
Mstep: Class 4 contains 35536 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 48297 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 44113 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 47978 members 
Mstep: Class 11 contains 47321 members 
Mstep: Class 12 contains 44150 members 
Mstep: Class 13 contains 49407 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44598 members 
Mstep: Class 16 contains 45870 members 
Mstep: Class 17 contains 2712 members 
Mstep: Class 18 contains 52096 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6231 members 
Mstep: Class 21 contains 46831 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690208.000000 Penalty: 72451.218750
Iteration 167Q: 23 clusters Score -1.066902e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46314 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 48279 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 44086 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 48132 members 
Mstep: Class 11 contains 47311 members 
Mstep: Class 12 contains 44173 members 
Mstep: Class 13 contains 49392 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44587 members 
Mstep: Class 16 contains 45810 members 
Mstep: Class 17 contains 2708 members 
Mstep: Class 18 contains 52114 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6217 members 
Mstep: Class 21 contains 46824 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690120.000000 Penalty: 72451.218750
Iteration 168Q: 23 clusters Score -1.066901e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46309 members 
Mstep: Class 4 contains 35494 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 48273 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 44058 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 48316 members 
Mstep: Class 11 contains 47277 members 
Mstep: Class 12 contains 44208 members 
Mstep: Class 13 contains 49369 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44569 members 
Mstep: Class 16 contains 45743 members 
Mstep: Class 17 contains 2707 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6208 members 
Mstep: Class 21 contains 46794 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689944.000000 Penalty: 72451.218750
Iteration 169Q: 23 clusters Score -1.066899e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46295 members 
Mstep: Class 4 contains 35473 members 
Mstep: Class 5 contains 1368 members 
Mstep: Class 6 contains 48297 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44066 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 48485 members 
Mstep: Class 11 contains 47191 members 
Mstep: Class 12 contains 44249 members 
Mstep: Class 13 contains 49362 members 
Mstep: Class 14 contains 1026 members 
Mstep: Class 15 contains 44544 members 
Mstep: Class 16 contains 45737 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 52094 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 6189 members 
Mstep: Class 21 contains 46717 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689984.000000 Penalty: 72451.218750
Iteration 170Q: 23 clusters Score -1.0669e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46311 members 
Mstep: Class 4 contains 35473 members 
Mstep: Class 5 contains 1368 members 
Mstep: Class 6 contains 48276 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44048 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 48611 members 
Mstep: Class 11 contains 47162 members 
Mstep: Class 12 contains 44285 members 
Mstep: Class 13 contains 49365 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 44523 members 
Mstep: Class 16 contains 45717 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 52049 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 6171 members 
Mstep: Class 21 contains 46679 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689968.000000 Penalty: 72451.218750
Iteration 171Q: 23 clusters Score -1.0669e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 46292 members 
Mstep: Class 4 contains 35473 members 
Mstep: Class 5 contains 1368 members 
Mstep: Class 6 contains 48263 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44009 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 48736 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 44308 members 
Mstep: Class 13 contains 49349 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 44488 members 
Mstep: Class 16 contains 45695 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 52049 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 20 contains 6149 members 
Mstep: Class 21 contains 46640 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690080.000000 Penalty: 72451.218750
Iteration 172Q: 23 clusters Score -1.066901e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46277 members 
Mstep: Class 4 contains 35453 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 48269 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 43973 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 48860 members 
Mstep: Class 11 contains 47194 members 
Mstep: Class 12 contains 44325 members 
Mstep: Class 13 contains 49332 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44469 members 
Mstep: Class 16 contains 45681 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 18 contains 52058 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 6127 members 
Mstep: Class 21 contains 46604 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690152.000000 Penalty: 72451.218750
Iteration 173Q: 23 clusters Score -1.066902e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46273 members 
Mstep: Class 4 contains 35427 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 48254 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 43968 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 48965 members 
Mstep: Class 11 contains 47186 members 
Mstep: Class 12 contains 44357 members 
Mstep: Class 13 contains 49317 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44443 members 
Mstep: Class 16 contains 45675 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 52057 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6120 members 
Mstep: Class 21 contains 46574 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690096.000000 Penalty: 72451.218750
Iteration 174Q: 23 clusters Score -1.066901e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46269 members 
Mstep: Class 4 contains 35399 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48256 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 43958 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 49065 members 
Mstep: Class 11 contains 47172 members 
Mstep: Class 12 contains 44407 members 
Mstep: Class 13 contains 49282 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44409 members 
Mstep: Class 16 contains 45679 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 52053 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6110 members 
Mstep: Class 21 contains 46533 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689944.000000 Penalty: 72451.218750
Iteration 175Q: 23 clusters Score -1.066899e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46262 members 
Mstep: Class 4 contains 35366 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48227 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 43928 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49166 members 
Mstep: Class 11 contains 47189 members 
Mstep: Class 12 contains 44448 members 
Mstep: Class 13 contains 49250 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44394 members 
Mstep: Class 16 contains 45687 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 52049 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6102 members 
Mstep: Class 21 contains 46510 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690008.000000 Penalty: 72451.218750
Iteration 176Q: 23 clusters Score -1.0669e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46236 members 
Mstep: Class 4 contains 35345 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48213 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 43889 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49242 members 
Mstep: Class 11 contains 47208 members 
Mstep: Class 12 contains 44478 members 
Mstep: Class 13 contains 49254 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44401 members 
Mstep: Class 16 contains 45689 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 52039 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6093 members 
Mstep: Class 21 contains 46467 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689928.000000 Penalty: 72451.218750
Iteration 177Q: 23 clusters Score -1.066899e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46213 members 
Mstep: Class 4 contains 35317 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48192 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 43892 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49333 members 
Mstep: Class 11 contains 47217 members 
Mstep: Class 12 contains 44509 members 
Mstep: Class 13 contains 49247 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44384 members 
Mstep: Class 16 contains 45676 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 52036 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 46432 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689904.000000 Penalty: 72451.218750
Iteration 178Q: 23 clusters Score -1.066899e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46203 members 
Mstep: Class 4 contains 35278 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48175 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 43913 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49343 members 
Mstep: Class 11 contains 47243 members 
Mstep: Class 12 contains 44549 members 
Mstep: Class 13 contains 49241 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44363 members 
Mstep: Class 16 contains 45680 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 52030 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6079 members 
Mstep: Class 21 contains 46401 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689776.000000 Penalty: 72451.218750
Iteration 179Q: 23 clusters Score -1.066898e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46201 members 
Mstep: Class 4 contains 35263 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48180 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 43894 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49373 members 
Mstep: Class 11 contains 47247 members 
Mstep: Class 12 contains 44587 members 
Mstep: Class 13 contains 49244 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44341 members 
Mstep: Class 16 contains 45683 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 52011 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6071 members 
Mstep: Class 21 contains 46366 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689960.000000 Penalty: 72451.218750
Iteration 180F: 23 clusters Score -1.0669e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46216 members 
Mstep: Class 4 contains 35252 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48167 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 43856 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49390 members 
Mstep: Class 11 contains 47255 members 
Mstep: Class 12 contains 44607 members 
Mstep: Class 13 contains 49260 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44318 members 
Mstep: Class 16 contains 45685 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 18 contains 51998 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 46369 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690328.000000 Penalty: 72451.218750
Iteration 181Q: 23 clusters Score -1.066903e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 46208 members 
Mstep: Class 4 contains 35235 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48153 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43863 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49412 members 
Mstep: Class 11 contains 47301 members 
Mstep: Class 12 contains 44617 members 
Mstep: Class 13 contains 49261 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44294 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 18 contains 51985 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6050 members 
Mstep: Class 21 contains 46359 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690144.000000 Penalty: 72451.218750
Iteration 182Q: 23 clusters Score -1.066901e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 46198 members 
Mstep: Class 4 contains 35217 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48139 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 43847 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49420 members 
Mstep: Class 11 contains 47340 members 
Mstep: Class 12 contains 44636 members 
Mstep: Class 13 contains 49265 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44280 members 
Mstep: Class 16 contains 45640 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 18 contains 51987 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 46352 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690208.000000 Penalty: 72451.218750
Iteration 183Q: 23 clusters Score -1.066902e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46211 members 
Mstep: Class 4 contains 35205 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48148 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 43844 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49439 members 
Mstep: Class 11 contains 47333 members 
Mstep: Class 12 contains 44647 members 
Mstep: Class 13 contains 49281 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44278 members 
Mstep: Class 16 contains 45607 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 18 contains 51960 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 46347 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690280.000000 Penalty: 72451.218750
Iteration 184Q: 23 clusters Score -1.066903e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 46205 members 
Mstep: Class 4 contains 35185 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48129 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 43831 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49469 members 
Mstep: Class 11 contains 47347 members 
Mstep: Class 12 contains 44663 members 
Mstep: Class 13 contains 49298 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44270 members 
Mstep: Class 16 contains 45587 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 18 contains 51960 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 6008 members 
Mstep: Class 21 contains 46338 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690384.000000 Penalty: 72451.218750
Iteration 185Q: 23 clusters Score -1.066904e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 46199 members 
Mstep: Class 4 contains 35169 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48128 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 43807 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49533 members 
Mstep: Class 11 contains 47327 members 
Mstep: Class 12 contains 44669 members 
Mstep: Class 13 contains 49323 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44258 members 
Mstep: Class 16 contains 45558 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 51974 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5991 members 
Mstep: Class 21 contains 46337 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690480.000000 Penalty: 72451.218750
Iteration 186Q: 23 clusters Score -1.066905e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46207 members 
Mstep: Class 4 contains 35147 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48092 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 43797 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49592 members 
Mstep: Class 11 contains 47342 members 
Mstep: Class 12 contains 44664 members 
Mstep: Class 13 contains 49332 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44241 members 
Mstep: Class 16 contains 45546 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 51976 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5977 members 
Mstep: Class 21 contains 46334 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690576.000000 Penalty: 72451.218750
Iteration 187Q: 23 clusters Score -1.066906e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46198 members 
Mstep: Class 4 contains 35117 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48065 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 43763 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49712 members 
Mstep: Class 11 contains 47356 members 
Mstep: Class 12 contains 44657 members 
Mstep: Class 13 contains 49351 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44212 members 
Mstep: Class 16 contains 45531 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 51981 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5961 members 
Mstep: Class 21 contains 46322 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690648.000000 Penalty: 72451.218750
Iteration 188Q: 23 clusters Score -1.066906e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46197 members 
Mstep: Class 4 contains 35096 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48037 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43739 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49820 members 
Mstep: Class 11 contains 47324 members 
Mstep: Class 12 contains 44653 members 
Mstep: Class 13 contains 49383 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44172 members 
Mstep: Class 16 contains 45527 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 51989 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5946 members 
Mstep: Class 21 contains 46313 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690656.000000 Penalty: 72451.218750
Iteration 189Q: 23 clusters Score -1.066907e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46201 members 
Mstep: Class 4 contains 35099 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48018 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43684 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49906 members 
Mstep: Class 11 contains 47317 members 
Mstep: Class 12 contains 44651 members 
Mstep: Class 13 contains 49409 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44149 members 
Mstep: Class 16 contains 45517 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 51992 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 46298 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690640.000000 Penalty: 72451.218750
Iteration 190Q: 23 clusters Score -1.066906e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46191 members 
Mstep: Class 4 contains 35093 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48022 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 43625 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 49973 members 
Mstep: Class 11 contains 47333 members 
Mstep: Class 12 contains 44641 members 
Mstep: Class 13 contains 49404 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44151 members 
Mstep: Class 16 contains 45528 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 52028 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 46249 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690784.000000 Penalty: 72451.218750
Iteration 191Q: 23 clusters Score -1.066908e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46177 members 
Mstep: Class 4 contains 35074 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 47999 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43595 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 50057 members 
Mstep: Class 11 contains 47328 members 
Mstep: Class 12 contains 44641 members 
Mstep: Class 13 contains 49420 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44158 members 
Mstep: Class 16 contains 45524 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 52032 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5886 members 
Mstep: Class 21 contains 46241 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690832.000000 Penalty: 72451.218750
Iteration 192Q: 23 clusters Score -1.066908e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46162 members 
Mstep: Class 4 contains 35067 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 47993 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43548 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 50125 members 
Mstep: Class 11 contains 47311 members 
Mstep: Class 12 contains 44650 members 
Mstep: Class 13 contains 49429 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44164 members 
Mstep: Class 16 contains 45517 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 52040 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5878 members 
Mstep: Class 21 contains 46217 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690944.000000 Penalty: 72451.218750
Iteration 193Q: 23 clusters Score -1.066909e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 46158 members 
Mstep: Class 4 contains 35064 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 47985 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43453 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 50249 members 
Mstep: Class 11 contains 47217 members 
Mstep: Class 12 contains 44664 members 
Mstep: Class 13 contains 49457 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44171 members 
Mstep: Class 16 contains 45524 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 52058 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 46218 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690992.000000 Penalty: 72451.218750
Iteration 194Q: 23 clusters Score -1.06691e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46140 members 
Mstep: Class 4 contains 35039 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 48011 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43366 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 50368 members 
Mstep: Class 11 contains 47176 members 
Mstep: Class 12 contains 44663 members 
Mstep: Class 13 contains 49486 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44180 members 
Mstep: Class 16 contains 45535 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 52055 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5846 members 
Mstep: Class 21 contains 46197 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691152.000000 Penalty: 72451.218750
Iteration 195Q: 23 clusters Score -1.066912e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46118 members 
Mstep: Class 4 contains 35026 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 48031 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43284 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 50432 members 
Mstep: Class 11 contains 47142 members 
Mstep: Class 12 contains 44666 members 
Mstep: Class 13 contains 49495 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44221 members 
Mstep: Class 16 contains 45556 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 52099 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 46165 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691224.000000 Penalty: 72451.218750
Iteration 196Q: 23 clusters Score -1.066912e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 46105 members 
Mstep: Class 4 contains 35008 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 48043 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43202 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 50542 members 
Mstep: Class 11 contains 47095 members 
Mstep: Class 12 contains 44664 members 
Mstep: Class 13 contains 49500 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44216 members 
Mstep: Class 16 contains 45589 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 52120 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5811 members 
Mstep: Class 21 contains 46161 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691488.000000 Penalty: 72451.218750
Iteration 197Q: 23 clusters Score -1.066915e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 46094 members 
Mstep: Class 4 contains 34969 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 48059 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43120 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 50693 members 
Mstep: Class 11 contains 47053 members 
Mstep: Class 12 contains 44664 members 
Mstep: Class 13 contains 49504 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44189 members 
Mstep: Class 16 contains 45619 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 52150 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5800 members 
Mstep: Class 21 contains 46151 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691792.000000 Penalty: 72451.218750
Iteration 198Q: 23 clusters Score -1.066918e+08 nChanged 1619
Entering ConstructFrom: 
Score: -106691792.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (18885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Entering Unmasked Estep 
Score: -3497408.750000 Penalty: 2441.838623
	Iteration 0F: 2 clusters Score -3497409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3483994.500000 Penalty: 4883.677246
	Iteration 0F: 3 clusters Score -3483994 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -3488547.750000 Penalty: 4883.677246
	Iteration 1F: 3 clusters Score -3488548 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3488920.500000 Penalty: 4883.677246
	Iteration 2F: 3 clusters Score -3488920 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3489352.250000 Penalty: 4883.677246
	Iteration 3Q: 3 clusters Score -3489352 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3489952.750000 Penalty: 4883.677246
	Iteration 4F: 3 clusters Score -3489953 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3490744.250000 Penalty: 4883.677246
	Iteration 5F: 3 clusters Score -3490744 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3491717.750000 Penalty: 4883.677246
	Iteration 6F: 3 clusters Score -3491718 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3492854.250000 Penalty: 4883.677246
	Iteration 7F: 3 clusters Score -3492854 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3493875.250000 Penalty: 4883.677246
	Iteration 8F: 3 clusters Score -3493875 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3494766.250000 Penalty: 4883.677246
	Iteration 9Q: 3 clusters Score -3494766 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3495375.250000 Penalty: 4883.677246
	Iteration 10Q: 3 clusters Score -3495375 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3495667.250000 Penalty: 4883.677246
	Iteration 11Q: 3 clusters Score -3495667 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3495792.750000 Penalty: 4883.677246
	Iteration 12Q: 3 clusters Score -3495793 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3495875.500000 Penalty: 4883.677246
	Iteration 13Q: 3 clusters Score -3495876 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3495915.500000 Penalty: 4883.677246
	Iteration 14Q: 3 clusters Score -3495916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3495948.500000 Penalty: 4883.677246
	Iteration 15Q: 3 clusters Score -3495948 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3495961.000000 Penalty: 4883.677246
	Iteration 16Q: 3 clusters Score -3495961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3495964.250000 Penalty: 4883.677246
	Iteration 17Q: 3 clusters Score -3495964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3495976.750000 Penalty: 4883.677246
	Iteration 18Q: 3 clusters Score -3495977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3495977.000000 Penalty: 4883.677246
	Iteration 19Q: 3 clusters Score -3495977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3495993.000000 Penalty: 4883.677246
	Iteration 20F: 3 clusters Score -3495993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3495992.500000 Penalty: 4883.677246
	Iteration 21Q: 3 clusters Score -3495992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3495998.500000 Penalty: 4883.677246
	Iteration 22Q: 3 clusters Score -3495998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3495996.000000 Penalty: 4883.677246
	Iteration 23Q: 3 clusters Score -3495996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3495996.500000 Penalty: 4883.677246
	Iteration 24Q: 3 clusters Score -3495996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3495994.750000 Penalty: 4883.677246
	Iteration 25Q: 3 clusters Score -3495995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3495998.500000 Penalty: 4883.677246
	Iteration 26Q: 3 clusters Score -3495998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3495997.000000 Penalty: 4883.677246
	Iteration 27Q: 3 clusters Score -3495997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3495998.250000 Penalty: 4883.677246
	Iteration 28Q: 3 clusters Score -3495998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3495998.000000 Penalty: 4883.677246
	Iteration 29Q: 3 clusters Score -3495998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3495996.500000 Penalty: 4883.677246
	Iteration 30Q: 3 clusters Score -3495996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3495995.000000 Penalty: 4883.677246
	Iteration 31Q: 3 clusters Score -3495995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3495998.750000 Penalty: 4883.677246
	Iteration 32Q: 3 clusters Score -3495999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3495998.750000 Penalty: 4883.677246
	Iteration 33Q: 3 clusters Score -3495999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3496003.250000 Penalty: 4883.677246
	Iteration 34Q: 3 clusters Score -3496003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3496000.500000 Penalty: 4883.677246
	Iteration 35Q: 3 clusters Score -3496000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3496002.750000 Penalty: 4883.677246
	Iteration 36Q: 3 clusters Score -3496003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3496003.000000 Penalty: 4883.677246
	Iteration 37Q: 3 clusters Score -3496003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3496007.750000 Penalty: 4883.677246
	Iteration 38Q: 3 clusters Score -3496008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3495999.750000 Penalty: 4883.677246
	Iteration 39Q: 3 clusters Score -3496000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3495999.750000 Penalty: 4883.677246
	Iteration 40F: 3 clusters Score -3496000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -196121.609375 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -196121.6 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 535 members 
Entering Unmasked Estep 
Score: -194113.546875 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -194113.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -194438.828125 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -194438.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -194533.656250 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -194533.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -194606.703125 Penalty: 3477.114746
	Iteration 3Q: 3 clusters Score -194606.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -194660.062500 Penalty: 3477.114746
	Iteration 4Q: 3 clusters Score -194660.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -194694.109375 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -194694.1 nChanged 21
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: -194722.968750 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -194723 nChanged 18
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: -194756.000000 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -194756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -194784.078125 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -194784.1 nChanged 14
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: -194808.484375 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -194808.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -194836.171875 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -194836.2 nChanged 20
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: -194872.640625 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -194872.6 nChanged 24
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: -194905.609375 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -194905.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -194942.843750 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -194942.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -194972.890625 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -194972.9 nChanged 16
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: -195001.515625 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -195001.5 nChanged 12
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: -195022.062500 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -195022.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -195045.421875 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -195045.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -195063.390625 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -195063.4 nChanged 8
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: -195073.171875 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -195073.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -195084.015625 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -195084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -195096.265625 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -195096.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -195126.718750 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -195126.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -195155.156250 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -195155.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -195202.656250 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -195202.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -195236.109375 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -195236.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -195279.796875 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -195279.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -195325.953125 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -195326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -195369.484375 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -195369.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -195417.734375 Penalty: 3477.114746
	Iteration 29Q: 3 clusters Score -195417.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -195468.828125 Penalty: 3477.114746
	Iteration 30Q: 3 clusters Score -195468.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -195503.281250 Penalty: 3477.114746
	Iteration 31Q: 3 clusters Score -195503.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -195531.000000 Penalty: 3477.114746
	Iteration 32Q: 3 clusters Score -195531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -195553.875000 Penalty: 3477.114746
	Iteration 33Q: 3 clusters Score -195553.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195596.500000 Penalty: 3477.114746
	Iteration 34Q: 3 clusters Score -195596.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -195657.203125 Penalty: 3477.114746
	Iteration 35Q: 3 clusters Score -195657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -195701.609375 Penalty: 3477.114746
	Iteration 36Q: 3 clusters Score -195701.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -195720.218750 Penalty: 3477.114746
	Iteration 37Q: 3 clusters Score -195720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -195730.296875 Penalty: 3477.114746
	Iteration 38Q: 3 clusters Score -195730.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -195737.906250 Penalty: 3477.114746
	Iteration 39Q: 3 clusters Score -195737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -195740.609375 Penalty: 3477.114746
	Iteration 40F: 3 clusters Score -195740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -195740.828125 Penalty: 3477.114746
	Iteration 41Q: 3 clusters Score -195740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -195740.828125 Penalty: 3477.114746
	Iteration 42F: 3 clusters Score -195740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Entering Unmasked Estep 
Score: -8547952.000000 Penalty: 2663.003418
	Iteration 0F: 2 clusters Score -8547952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -8518780.000000 Penalty: 5326.006836
	Iteration 0F: 3 clusters Score -8518780 nChanged 21067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -8530173.000000 Penalty: 5326.006836
	Iteration 1F: 3 clusters Score -8530173 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -8530862.000000 Penalty: 5326.006836
	Iteration 2Q: 3 clusters Score -8530862 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -8531720.000000 Penalty: 5326.006836
	Iteration 3Q: 3 clusters Score -8531720 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -8532800.000000 Penalty: 5326.006836
	Iteration 4F: 3 clusters Score -8532800 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -8534292.000000 Penalty: 5326.006836
	Iteration 5F: 3 clusters Score -8534292 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -8536296.000000 Penalty: 5326.006836
	Iteration 6F: 3 clusters Score -8536296 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -8538799.000000 Penalty: 5326.006836
	Iteration 7F: 3 clusters Score -8538799 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -8541636.000000 Penalty: 5326.006836
	Iteration 8F: 3 clusters Score -8541636 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -8543917.000000 Penalty: 5326.006836
	Iteration 9F: 3 clusters Score -8543917 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -8545078.000000 Penalty: 5326.006836
	Iteration 10Q: 3 clusters Score -8545078 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -8545552.000000 Penalty: 5326.006836
	Iteration 11Q: 3 clusters Score -8545552 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -8545898.000000 Penalty: 5326.006836
	Iteration 12Q: 3 clusters Score -8545898 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -8546112.000000 Penalty: 5326.006836
	Iteration 13Q: 3 clusters Score -8546112 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -8546270.000000 Penalty: 5326.006836
	Iteration 14Q: 3 clusters Score -8546270 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -8546386.000000 Penalty: 5326.006836
	Iteration 15Q: 3 clusters Score -8546386 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -8546497.000000 Penalty: 5326.006836
	Iteration 16Q: 3 clusters Score -8546497 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -8546613.000000 Penalty: 5326.006836
	Iteration 17Q: 3 clusters Score -8546613 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -8546684.000000 Penalty: 5326.006836
	Iteration 18Q: 3 clusters Score -8546684 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -8546769.000000 Penalty: 5326.006836
	Iteration 19Q: 3 clusters Score -8546769 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -8546841.000000 Penalty: 5326.006836
	Iteration 20F: 3 clusters Score -8546841 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8546856.000000 Penalty: 5326.006836
	Iteration 21Q: 3 clusters Score -8546856 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -8546927.000000 Penalty: 5326.006836
	Iteration 22Q: 3 clusters Score -8546927 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -8546990.000000 Penalty: 5326.006836
	Iteration 23Q: 3 clusters Score -8546990 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -8546998.000000 Penalty: 5326.006836
	Iteration 24Q: 3 clusters Score -8546998 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -8547049.000000 Penalty: 5326.006836
	Iteration 25Q: 3 clusters Score -8547049 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -8547071.000000 Penalty: 5326.006836
	Iteration 26Q: 3 clusters Score -8547071 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -8547085.000000 Penalty: 5326.006836
	Iteration 27Q: 3 clusters Score -8547085 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -8547077.000000 Penalty: 5326.006836
	Iteration 28Q: 3 clusters Score -8547077 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8547090.000000 Penalty: 5326.006836
	Iteration 29Q: 3 clusters Score -8547090 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -8547087.000000 Penalty: 5326.006836
	Iteration 30Q: 3 clusters Score -8547087 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -8547080.000000 Penalty: 5326.006836
	Iteration 31Q: 3 clusters Score -8547080 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8547087.000000 Penalty: 5326.006836
	Iteration 32Q: 3 clusters Score -8547087 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8547063.000000 Penalty: 5326.006836
	Iteration 33Q: 3 clusters Score -8547063 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -8547107.000000 Penalty: 5326.006836
	Iteration 34Q: 3 clusters Score -8547107 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8547106.000000 Penalty: 5326.006836
	Iteration 35Q: 3 clusters Score -8547106 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8547116.000000 Penalty: 5326.006836
	Iteration 36Q: 3 clusters Score -8547116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -8547092.000000 Penalty: 5326.006836
	Iteration 37Q: 3 clusters Score -8547092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -8547116.000000 Penalty: 5326.006836
	Iteration 38Q: 3 clusters Score -8547116 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -8547093.000000 Penalty: 5326.006836
	Iteration 39Q: 3 clusters Score -8547093 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8547088.000000 Penalty: 5326.006836
	Iteration 40F: 3 clusters Score -8547088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8547081.000000 Penalty: 5326.006836
	Iteration 41Q: 3 clusters Score -8547081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8547066.000000 Penalty: 5326.006836
	Iteration 42Q: 3 clusters Score -8547066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8547052.000000 Penalty: 5326.006836
	Iteration 43Q: 3 clusters Score -8547052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -8547052.000000 Penalty: 5326.006836
	Iteration 44Q: 3 clusters Score -8547052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8547056.000000 Penalty: 5326.006836
	Iteration 45Q: 3 clusters Score -8547056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8547044.000000 Penalty: 5326.006836
	Iteration 46Q: 3 clusters Score -8547044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8547062.000000 Penalty: 5326.006836
	Iteration 47Q: 3 clusters Score -8547062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8547050.000000 Penalty: 5326.006836
	Iteration 48Q: 3 clusters Score -8547050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8547044.000000 Penalty: 5326.006836
	Iteration 49Q: 3 clusters Score -8547044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8547037.000000 Penalty: 5326.006836
	Iteration 50Q: 3 clusters Score -8547037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8547040.000000 Penalty: 5326.006836
	Iteration 51Q: 3 clusters Score -8547040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8547013.000000 Penalty: 5326.006836
	Iteration 52Q: 3 clusters Score -8547013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8547004.000000 Penalty: 5326.006836
	Iteration 53Q: 3 clusters Score -8547004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8547011.000000 Penalty: 5326.006836
	Iteration 54Q: 3 clusters Score -8547011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8547015.000000 Penalty: 5326.006836
	Iteration 55Q: 3 clusters Score -8547015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8547015.000000 Penalty: 5326.006836
	Iteration 56Q: 3 clusters Score -8547015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8546997.000000 Penalty: 5326.006836
	Iteration 57Q: 3 clusters Score -8546997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8546999.000000 Penalty: 5326.006836
	Iteration 58Q: 3 clusters Score -8546999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8546995.000000 Penalty: 5326.006836
	Iteration 59Q: 3 clusters Score -8546995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8546995.000000 Penalty: 5326.006836
	Iteration 60F: 3 clusters Score -8546995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8546988.000000 Penalty: 5326.006836
	Iteration 61Q: 3 clusters Score -8546988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8546987.000000 Penalty: 5326.006836
	Iteration 62Q: 3 clusters Score -8546987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8546983.000000 Penalty: 5326.006836
	Iteration 63Q: 3 clusters Score -8546983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8546987.000000 Penalty: 5326.006836
	Iteration 64Q: 3 clusters Score -8546987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8546990.000000 Penalty: 5326.006836
	Iteration 65Q: 3 clusters Score -8546990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8546988.000000 Penalty: 5326.006836
	Iteration 66Q: 3 clusters Score -8546988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8546973.000000 Penalty: 5326.006836
	Iteration 67Q: 3 clusters Score -8546973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8546979.000000 Penalty: 5326.006836
	Iteration 68Q: 3 clusters Score -8546979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8546982.000000 Penalty: 5326.006836
	Iteration 69Q: 3 clusters Score -8546982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8546986.000000 Penalty: 5326.006836
	Iteration 70Q: 3 clusters Score -8546986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8546975.000000 Penalty: 5326.006836
	Iteration 71Q: 3 clusters Score -8546975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8546971.000000 Penalty: 5326.006836
	Iteration 72Q: 3 clusters Score -8546971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -8546972.000000 Penalty: 5326.006836
	Iteration 73Q: 3 clusters Score -8546972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8546972.000000 Penalty: 5326.006836
	Iteration 74Q: 3 clusters Score -8546972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8546976.000000 Penalty: 5326.006836
	Iteration 75Q: 3 clusters Score -8546976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8546973.000000 Penalty: 5326.006836
	Iteration 76Q: 3 clusters Score -8546973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8546973.000000 Penalty: 5326.006836
	Iteration 77F: 3 clusters Score -8546973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Entering Unmasked Estep 
Score: -6301061.000000 Penalty: 2594.445312
	Iteration 0F: 2 clusters Score -6301061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -6277373.500000 Penalty: 5188.890625
	Iteration 0F: 3 clusters Score -6277374 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -6285812.500000 Penalty: 5188.890625
	Iteration 1F: 3 clusters Score -6285812 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -6286239.000000 Penalty: 5188.890625
	Iteration 2Q: 3 clusters Score -6286239 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -6286651.000000 Penalty: 5188.890625
	Iteration 3Q: 3 clusters Score -6286651 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -6287090.500000 Penalty: 5188.890625
	Iteration 4Q: 3 clusters Score -6287090 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -6287532.500000 Penalty: 5188.890625
	Iteration 5Q: 3 clusters Score -6287532 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -6288116.000000 Penalty: 5188.890625
	Iteration 6Q: 3 clusters Score -6288116 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -6288752.500000 Penalty: 5188.890625
	Iteration 7Q: 3 clusters Score -6288752 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -6289688.500000 Penalty: 5188.890625
	Iteration 8Q: 3 clusters Score -6289688 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -6290940.000000 Penalty: 5188.890625
	Iteration 9F: 3 clusters Score -6290940 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -6292349.500000 Penalty: 5188.890625
	Iteration 10F: 3 clusters Score -6292350 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -6293944.000000 Penalty: 5188.890625
	Iteration 11F: 3 clusters Score -6293944 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -6295372.000000 Penalty: 5188.890625
	Iteration 12F: 3 clusters Score -6295372 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -6296471.000000 Penalty: 5188.890625
	Iteration 13Q: 3 clusters Score -6296471 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -6297196.500000 Penalty: 5188.890625
	Iteration 14Q: 3 clusters Score -6297196 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -6297724.000000 Penalty: 5188.890625
	Iteration 15Q: 3 clusters Score -6297724 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -6298092.500000 Penalty: 5188.890625
	Iteration 16Q: 3 clusters Score -6298092 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -6298357.500000 Penalty: 5188.890625
	Iteration 17Q: 3 clusters Score -6298358 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -6298523.500000 Penalty: 5188.890625
	Iteration 18Q: 3 clusters Score -6298524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -6298627.500000 Penalty: 5188.890625
	Iteration 19Q: 3 clusters Score -6298628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -6298675.000000 Penalty: 5188.890625
	Iteration 20F: 3 clusters Score -6298675 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -6298732.500000 Penalty: 5188.890625
	Iteration 21Q: 3 clusters Score -6298732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -6298759.000000 Penalty: 5188.890625
	Iteration 22Q: 3 clusters Score -6298759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -6298793.500000 Penalty: 5188.890625
	Iteration 23Q: 3 clusters Score -6298794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -6298798.000000 Penalty: 5188.890625
	Iteration 24Q: 3 clusters Score -6298798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -6298827.000000 Penalty: 5188.890625
	Iteration 25Q: 3 clusters Score -6298827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -6298836.000000 Penalty: 5188.890625
	Iteration 26Q: 3 clusters Score -6298836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -6298851.500000 Penalty: 5188.890625
	Iteration 27Q: 3 clusters Score -6298852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -6298863.000000 Penalty: 5188.890625
	Iteration 28Q: 3 clusters Score -6298863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -6298867.000000 Penalty: 5188.890625
	Iteration 29Q: 3 clusters Score -6298867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -6298869.000000 Penalty: 5188.890625
	Iteration 30Q: 3 clusters Score -6298869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -6298869.000000 Penalty: 5188.890625
	Iteration 31Q: 3 clusters Score -6298869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -6298869.500000 Penalty: 5188.890625
	Iteration 32Q: 3 clusters Score -6298870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -6298869.500000 Penalty: 5188.890625
	Iteration 33F: 3 clusters Score -6298870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -217856.937500 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -217856.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -215691.125000 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -215691.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -216402.421875 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -216402.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -216784.000000 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -216784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217025.609375 Penalty: 3580.215820
	Iteration 3F: 3 clusters Score -217025.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -217242.000000 Penalty: 3580.215820
	Iteration 4F: 3 clusters Score -217242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -217344.093750 Penalty: 3580.215820
	Iteration 5Q: 3 clusters Score -217344.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -217406.265625 Penalty: 3580.215820
	Iteration 6Q: 3 clusters Score -217406.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -217436.000000 Penalty: 3580.215820
	Iteration 7Q: 3 clusters Score -217436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -217445.359375 Penalty: 3580.215820
	Iteration 8Q: 3 clusters Score -217445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -217451.968750 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -217452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -217455.187500 Penalty: 3580.215820
	Iteration 10Q: 3 clusters Score -217455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -217464.484375 Penalty: 3580.215820
	Iteration 11Q: 3 clusters Score -217464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -217468.218750 Penalty: 3580.215820
	Iteration 12Q: 3 clusters Score -217468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -217470.000000 Penalty: 3580.215820
	Iteration 13Q: 3 clusters Score -217470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -217470.437500 Penalty: 3580.215820
	Iteration 14Q: 3 clusters Score -217470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -217470.437500 Penalty: 3580.215820
	Iteration 15F: 3 clusters Score -217470.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Entering Unmasked Estep 
Score: -8972248.000000 Penalty: 2673.552979
	Iteration 0F: 2 clusters Score -8972248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -8942577.000000 Penalty: 5347.105957
	Iteration 0F: 3 clusters Score -8942577 nChanged 22098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -8954727.000000 Penalty: 5347.105957
	Iteration 1F: 3 clusters Score -8954727 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -8955237.000000 Penalty: 5347.105957
	Iteration 2Q: 3 clusters Score -8955237 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -8955631.000000 Penalty: 5347.105957
	Iteration 3Q: 3 clusters Score -8955631 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -8956083.000000 Penalty: 5347.105957
	Iteration 4Q: 3 clusters Score -8956083 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -8956573.000000 Penalty: 5347.105957
	Iteration 5Q: 3 clusters Score -8956573 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -8957162.000000 Penalty: 5347.105957
	Iteration 6Q: 3 clusters Score -8957162 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -8957928.000000 Penalty: 5347.105957
	Iteration 7Q: 3 clusters Score -8957928 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -8959072.000000 Penalty: 5347.105957
	Iteration 8Q: 3 clusters Score -8959072 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -8960682.000000 Penalty: 5347.105957
	Iteration 9F: 3 clusters Score -8960682 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -8962714.000000 Penalty: 5347.105957
	Iteration 10F: 3 clusters Score -8962714 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -8964809.000000 Penalty: 5347.105957
	Iteration 11F: 3 clusters Score -8964809 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -8966528.000000 Penalty: 5347.105957
	Iteration 12Q: 3 clusters Score -8966528 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -8967733.000000 Penalty: 5347.105957
	Iteration 13Q: 3 clusters Score -8967733 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -8968499.000000 Penalty: 5347.105957
	Iteration 14Q: 3 clusters Score -8968499 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -8968919.000000 Penalty: 5347.105957
	Iteration 15Q: 3 clusters Score -8968919 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8969330.000000 Penalty: 5347.105957
	Iteration 16Q: 3 clusters Score -8969330 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -8969609.000000 Penalty: 5347.105957
	Iteration 17Q: 3 clusters Score -8969609 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -8969833.000000 Penalty: 5347.105957
	Iteration 18Q: 3 clusters Score -8969833 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -8970047.000000 Penalty: 5347.105957
	Iteration 19Q: 3 clusters Score -8970047 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8970087.000000 Penalty: 5347.105957
	Iteration 20F: 3 clusters Score -8970087 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -8970054.000000 Penalty: 5347.105957
	Iteration 21Q: 3 clusters Score -8970054 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8970032.000000 Penalty: 5347.105957
	Iteration 22Q: 3 clusters Score -8970032 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -8970062.000000 Penalty: 5347.105957
	Iteration 23Q: 3 clusters Score -8970062 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -8970092.000000 Penalty: 5347.105957
	Iteration 24Q: 3 clusters Score -8970092 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -8970086.000000 Penalty: 5347.105957
	Iteration 25Q: 3 clusters Score -8970086 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -8970087.000000 Penalty: 5347.105957
	Iteration 26Q: 3 clusters Score -8970087 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -8970100.000000 Penalty: 5347.105957
	Iteration 27Q: 3 clusters Score -8970100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -8970093.000000 Penalty: 5347.105957
	Iteration 28Q: 3 clusters Score -8970093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -8970107.000000 Penalty: 5347.105957
	Iteration 29Q: 3 clusters Score -8970107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -8970104.000000 Penalty: 5347.105957
	Iteration 30Q: 3 clusters Score -8970104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -8970101.000000 Penalty: 5347.105957
	Iteration 31Q: 3 clusters Score -8970101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -8970101.000000 Penalty: 5347.105957
	Iteration 32Q: 3 clusters Score -8970101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -8970102.000000 Penalty: 5347.105957
	Iteration 33Q: 3 clusters Score -8970102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -8970097.000000 Penalty: 5347.105957
	Iteration 34Q: 3 clusters Score -8970097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -8970096.000000 Penalty: 5347.105957
	Iteration 35Q: 3 clusters Score -8970096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -8970098.000000 Penalty: 5347.105957
	Iteration 36Q: 3 clusters Score -8970098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -8970094.000000 Penalty: 5347.105957
	Iteration 37Q: 3 clusters Score -8970094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -8970098.000000 Penalty: 5347.105957
	Iteration 38Q: 3 clusters Score -8970098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -8970090.000000 Penalty: 5347.105957
	Iteration 39Q: 3 clusters Score -8970090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -8970090.000000 Penalty: 5347.105957
	Iteration 40F: 3 clusters Score -8970090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -54103.371094 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -54103.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52826.574219 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -52826.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52951.894531 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -52951.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52997.281250 Penalty: 2857.977539
	Iteration 2Q: 3 clusters Score -52997.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53032.437500 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -53032.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53036.222656 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -53036.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53036.222656 Penalty: 2857.977539
	Iteration 5F: 3 clusters Score -53036.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Entering Unmasked Estep 
Score: -7975083.500000 Penalty: 2646.269775
	Iteration 0F: 2 clusters Score -7975084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -7946430.000000 Penalty: 5292.539551
	Iteration 0F: 3 clusters Score -7946430 nChanged 19830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -7957392.000000 Penalty: 5292.539551
	Iteration 1F: 3 clusters Score -7957392 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -7958174.500000 Penalty: 5292.539551
	Iteration 2Q: 3 clusters Score -7958174 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -7959074.500000 Penalty: 5292.539551
	Iteration 3F: 3 clusters Score -7959074 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -7960162.500000 Penalty: 5292.539551
	Iteration 4F: 3 clusters Score -7960162 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -7961513.500000 Penalty: 5292.539551
	Iteration 5F: 3 clusters Score -7961514 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -7963207.500000 Penalty: 5292.539551
	Iteration 6F: 3 clusters Score -7963208 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -7965358.500000 Penalty: 5292.539551
	Iteration 7F: 3 clusters Score -7965358 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -7967685.500000 Penalty: 5292.539551
	Iteration 8F: 3 clusters Score -7967686 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -7969747.500000 Penalty: 5292.539551
	Iteration 9F: 3 clusters Score -7969748 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -7971178.000000 Penalty: 5292.539551
	Iteration 10Q: 3 clusters Score -7971178 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -7971956.000000 Penalty: 5292.539551
	Iteration 11Q: 3 clusters Score -7971956 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -7972358.500000 Penalty: 5292.539551
	Iteration 12Q: 3 clusters Score -7972358 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7972607.500000 Penalty: 5292.539551
	Iteration 13Q: 3 clusters Score -7972608 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7972748.500000 Penalty: 5292.539551
	Iteration 14Q: 3 clusters Score -7972748 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7972884.000000 Penalty: 5292.539551
	Iteration 15Q: 3 clusters Score -7972884 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7972972.000000 Penalty: 5292.539551
	Iteration 16Q: 3 clusters Score -7972972 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7973021.500000 Penalty: 5292.539551
	Iteration 17Q: 3 clusters Score -7973022 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7973055.000000 Penalty: 5292.539551
	Iteration 18Q: 3 clusters Score -7973055 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7973115.000000 Penalty: 5292.539551
	Iteration 19Q: 3 clusters Score -7973115 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7973154.000000 Penalty: 5292.539551
	Iteration 20F: 3 clusters Score -7973154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7973167.500000 Penalty: 5292.539551
	Iteration 21Q: 3 clusters Score -7973168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7973206.000000 Penalty: 5292.539551
	Iteration 22Q: 3 clusters Score -7973206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7973229.500000 Penalty: 5292.539551
	Iteration 23Q: 3 clusters Score -7973230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7973243.000000 Penalty: 5292.539551
	Iteration 24Q: 3 clusters Score -7973243 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7973264.500000 Penalty: 5292.539551
	Iteration 25Q: 3 clusters Score -7973264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7973259.500000 Penalty: 5292.539551
	Iteration 26Q: 3 clusters Score -7973260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7973260.500000 Penalty: 5292.539551
	Iteration 27Q: 3 clusters Score -7973260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7973258.000000 Penalty: 5292.539551
	Iteration 28Q: 3 clusters Score -7973258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7973257.000000 Penalty: 5292.539551
	Iteration 29Q: 3 clusters Score -7973257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7973263.000000 Penalty: 5292.539551
	Iteration 30Q: 3 clusters Score -7973263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7973266.000000 Penalty: 5292.539551
	Iteration 31Q: 3 clusters Score -7973266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7973263.000000 Penalty: 5292.539551
	Iteration 32Q: 3 clusters Score -7973263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7973284.500000 Penalty: 5292.539551
	Iteration 33Q: 3 clusters Score -7973284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7973287.500000 Penalty: 5292.539551
	Iteration 34Q: 3 clusters Score -7973288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7973276.500000 Penalty: 5292.539551
	Iteration 35Q: 3 clusters Score -7973276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7973290.500000 Penalty: 5292.539551
	Iteration 36Q: 3 clusters Score -7973290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7973294.500000 Penalty: 5292.539551
	Iteration 37Q: 3 clusters Score -7973294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7973290.000000 Penalty: 5292.539551
	Iteration 38Q: 3 clusters Score -7973290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7973307.500000 Penalty: 5292.539551
	Iteration 39Q: 3 clusters Score -7973308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7973295.500000 Penalty: 5292.539551
	Iteration 40F: 3 clusters Score -7973296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7973310.000000 Penalty: 5292.539551
	Iteration 41Q: 3 clusters Score -7973310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7973311.500000 Penalty: 5292.539551
	Iteration 42Q: 3 clusters Score -7973312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7973307.500000 Penalty: 5292.539551
	Iteration 43Q: 3 clusters Score -7973308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7973309.000000 Penalty: 5292.539551
	Iteration 44Q: 3 clusters Score -7973309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7973313.000000 Penalty: 5292.539551
	Iteration 45Q: 3 clusters Score -7973313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7973307.000000 Penalty: 5292.539551
	Iteration 46Q: 3 clusters Score -7973307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7973322.500000 Penalty: 5292.539551
	Iteration 47Q: 3 clusters Score -7973322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7973324.000000 Penalty: 5292.539551
	Iteration 48Q: 3 clusters Score -7973324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7973320.000000 Penalty: 5292.539551
	Iteration 49Q: 3 clusters Score -7973320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7973323.000000 Penalty: 5292.539551
	Iteration 50Q: 3 clusters Score -7973323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7973320.500000 Penalty: 5292.539551
	Iteration 51Q: 3 clusters Score -7973320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7973317.000000 Penalty: 5292.539551
	Iteration 52Q: 3 clusters Score -7973317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7973321.500000 Penalty: 5292.539551
	Iteration 53Q: 3 clusters Score -7973322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7973323.000000 Penalty: 5292.539551
	Iteration 54Q: 3 clusters Score -7973323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7973319.500000 Penalty: 5292.539551
	Iteration 55Q: 3 clusters Score -7973320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7973320.500000 Penalty: 5292.539551
	Iteration 56Q: 3 clusters Score -7973320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7973320.500000 Penalty: 5292.539551
	Iteration 57Q: 3 clusters Score -7973320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7973321.000000 Penalty: 5292.539551
	Iteration 58Q: 3 clusters Score -7973321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7973322.000000 Penalty: 5292.539551
	Iteration 59Q: 3 clusters Score -7973322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7973325.000000 Penalty: 5292.539551
	Iteration 60F: 3 clusters Score -7973325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7973321.000000 Penalty: 5292.539551
	Iteration 61Q: 3 clusters Score -7973321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7973321.000000 Penalty: 5292.539551
	Iteration 62F: 3 clusters Score -7973321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -97586.867188 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -97586.87 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 331 members 
Entering Unmasked Estep 
Score: -96048.992188 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -96048.99 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -96401.468750 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -96401.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -96535.804688 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -96535.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -96603.757812 Penalty: 3217.135742
	Iteration 3Q: 3 clusters Score -96603.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -96680.000000 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -96680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96738.289062 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -96738.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -96792.195312 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -96792.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96870.335938 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -96870.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -96927.000000 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -96927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -96983.757812 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -96983.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97011.796875 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -97011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97028.039062 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -97028.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97044.453125 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -97044.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97070.437500 Penalty: 3217.135742
	Iteration 13Q: 3 clusters Score -97070.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97092.812500 Penalty: 3217.135742
	Iteration 14Q: 3 clusters Score -97092.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97103.101562 Penalty: 3217.135742
	Iteration 15Q: 3 clusters Score -97103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97104.414062 Penalty: 3217.135742
	Iteration 16Q: 3 clusters Score -97104.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97109.328125 Penalty: 3217.135742
	Iteration 17F: 3 clusters Score -97109.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -97129.070312 Penalty: 3217.135742
	Iteration 18Q: 3 clusters Score -97129.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97147.945312 Penalty: 3217.135742
	Iteration 19Q: 3 clusters Score -97147.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -97160.773438 Penalty: 3217.135742
	Iteration 20F: 3 clusters Score -97160.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97171.101562 Penalty: 3217.135742
	Iteration 21Q: 3 clusters Score -97171.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97171.101562 Penalty: 3217.135742
	Iteration 22F: 3 clusters Score -97171.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Entering Unmasked Estep 
Score: -9349253.000000 Penalty: 2687.305176
	Iteration 0F: 2 clusters Score -9349253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -9316143.000000 Penalty: 5374.610352
	Iteration 0F: 3 clusters Score -9316143 nChanged 23515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -9329454.000000 Penalty: 5374.610352
	Iteration 1F: 3 clusters Score -9329454 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -9330342.000000 Penalty: 5374.610352
	Iteration 2Q: 3 clusters Score -9330342 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -9331319.000000 Penalty: 5374.610352
	Iteration 3Q: 3 clusters Score -9331319 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -9332461.000000 Penalty: 5374.610352
	Iteration 4Q: 3 clusters Score -9332461 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -9333915.000000 Penalty: 5374.610352
	Iteration 5F: 3 clusters Score -9333915 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -9335656.000000 Penalty: 5374.610352
	Iteration 6F: 3 clusters Score -9335656 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -9337655.000000 Penalty: 5374.610352
	Iteration 7F: 3 clusters Score -9337655 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -9339822.000000 Penalty: 5374.610352
	Iteration 8F: 3 clusters Score -9339822 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -9341737.000000 Penalty: 5374.610352
	Iteration 9F: 3 clusters Score -9341737 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -9342918.000000 Penalty: 5374.610352
	Iteration 10Q: 3 clusters Score -9342918 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -9343597.000000 Penalty: 5374.610352
	Iteration 11Q: 3 clusters Score -9343597 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -9344028.000000 Penalty: 5374.610352
	Iteration 12Q: 3 clusters Score -9344028 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -9344455.000000 Penalty: 5374.610352
	Iteration 13Q: 3 clusters Score -9344455 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -9344910.000000 Penalty: 5374.610352
	Iteration 14Q: 3 clusters Score -9344910 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -9345291.000000 Penalty: 5374.610352
	Iteration 15Q: 3 clusters Score -9345291 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -9345610.000000 Penalty: 5374.610352
	Iteration 16Q: 3 clusters Score -9345610 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -9345900.000000 Penalty: 5374.610352
	Iteration 17Q: 3 clusters Score -9345900 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -9346055.000000 Penalty: 5374.610352
	Iteration 18Q: 3 clusters Score -9346055 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -9346228.000000 Penalty: 5374.610352
	Iteration 19Q: 3 clusters Score -9346228 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -9346425.000000 Penalty: 5374.610352
	Iteration 20F: 3 clusters Score -9346425 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -9346579.000000 Penalty: 5374.610352
	Iteration 21Q: 3 clusters Score -9346579 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -9346706.000000 Penalty: 5374.610352
	Iteration 22Q: 3 clusters Score -9346706 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -9346815.000000 Penalty: 5374.610352
	Iteration 23Q: 3 clusters Score -9346815 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -9346927.000000 Penalty: 5374.610352
	Iteration 24Q: 3 clusters Score -9346927 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -9347096.000000 Penalty: 5374.610352
	Iteration 25Q: 3 clusters Score -9347096 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -9347219.000000 Penalty: 5374.610352
	Iteration 26Q: 3 clusters Score -9347219 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -9347332.000000 Penalty: 5374.610352
	Iteration 27Q: 3 clusters Score -9347332 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -9347426.000000 Penalty: 5374.610352
	Iteration 28Q: 3 clusters Score -9347426 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -9347534.000000 Penalty: 5374.610352
	Iteration 29Q: 3 clusters Score -9347534 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -9347601.000000 Penalty: 5374.610352
	Iteration 30Q: 3 clusters Score -9347601 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -9347707.000000 Penalty: 5374.610352
	Iteration 31Q: 3 clusters Score -9347707 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -9347797.000000 Penalty: 5374.610352
	Iteration 32Q: 3 clusters Score -9347797 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -9347925.000000 Penalty: 5374.610352
	Iteration 33Q: 3 clusters Score -9347925 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -9347973.000000 Penalty: 5374.610352
	Iteration 34Q: 3 clusters Score -9347973 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -9348022.000000 Penalty: 5374.610352
	Iteration 35Q: 3 clusters Score -9348022 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -9348025.000000 Penalty: 5374.610352
	Iteration 36Q: 3 clusters Score -9348025 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -9348006.000000 Penalty: 5374.610352
	Iteration 37Q: 3 clusters Score -9348006 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -9348011.000000 Penalty: 5374.610352
	Iteration 38Q: 3 clusters Score -9348011 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -9348026.000000 Penalty: 5374.610352
	Iteration 39Q: 3 clusters Score -9348026 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -9348021.000000 Penalty: 5374.610352
	Iteration 40F: 3 clusters Score -9348021 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -9348053.000000 Penalty: 5374.610352
	Iteration 41Q: 3 clusters Score -9348053 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -9348028.000000 Penalty: 5374.610352
	Iteration 42Q: 3 clusters Score -9348028 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -9348071.000000 Penalty: 5374.610352
	Iteration 43Q: 3 clusters Score -9348071 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -9348066.000000 Penalty: 5374.610352
	Iteration 44Q: 3 clusters Score -9348066 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -9348047.000000 Penalty: 5374.610352
	Iteration 45Q: 3 clusters Score -9348047 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -9348053.000000 Penalty: 5374.610352
	Iteration 46Q: 3 clusters Score -9348053 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -9348058.000000 Penalty: 5374.610352
	Iteration 47Q: 3 clusters Score -9348058 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -9348039.000000 Penalty: 5374.610352
	Iteration 48Q: 3 clusters Score -9348039 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -9348050.000000 Penalty: 5374.610352
	Iteration 49Q: 3 clusters Score -9348050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -9348028.000000 Penalty: 5374.610352
	Iteration 50Q: 3 clusters Score -9348028 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -9348031.000000 Penalty: 5374.610352
	Iteration 51Q: 3 clusters Score -9348031 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -9348029.000000 Penalty: 5374.610352
	Iteration 52Q: 3 clusters Score -9348029 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -9348043.000000 Penalty: 5374.610352
	Iteration 53Q: 3 clusters Score -9348043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -9348051.000000 Penalty: 5374.610352
	Iteration 54Q: 3 clusters Score -9348051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -9348048.000000 Penalty: 5374.610352
	Iteration 55Q: 3 clusters Score -9348048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -9348036.000000 Penalty: 5374.610352
	Iteration 56Q: 3 clusters Score -9348036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -9348031.000000 Penalty: 5374.610352
	Iteration 57Q: 3 clusters Score -9348031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -9348021.000000 Penalty: 5374.610352
	Iteration 58Q: 3 clusters Score -9348021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -9348011.000000 Penalty: 5374.610352
	Iteration 59Q: 3 clusters Score -9348011 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -9348021.000000 Penalty: 5374.610352
	Iteration 60F: 3 clusters Score -9348021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -9347996.000000 Penalty: 5374.610352
	Iteration 61Q: 3 clusters Score -9347996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -9347987.000000 Penalty: 5374.610352
	Iteration 62Q: 3 clusters Score -9347987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -9347978.000000 Penalty: 5374.610352
	Iteration 63Q: 3 clusters Score -9347978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -9347973.000000 Penalty: 5374.610352
	Iteration 64Q: 3 clusters Score -9347973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -9347983.000000 Penalty: 5374.610352
	Iteration 65Q: 3 clusters Score -9347983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -9347989.000000 Penalty: 5374.610352
	Iteration 66Q: 3 clusters Score -9347989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -9347990.000000 Penalty: 5374.610352
	Iteration 67Q: 3 clusters Score -9347990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -9347987.000000 Penalty: 5374.610352
	Iteration 68Q: 3 clusters Score -9347987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -9347970.000000 Penalty: 5374.610352
	Iteration 69Q: 3 clusters Score -9347970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -9347976.000000 Penalty: 5374.610352
	Iteration 70Q: 3 clusters Score -9347976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -9347965.000000 Penalty: 5374.610352
	Iteration 71Q: 3 clusters Score -9347965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -9347964.000000 Penalty: 5374.610352
	Iteration 72Q: 3 clusters Score -9347964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -9347975.000000 Penalty: 5374.610352
	Iteration 73Q: 3 clusters Score -9347975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -9347969.000000 Penalty: 5374.610352
	Iteration 74Q: 3 clusters Score -9347969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -9347984.000000 Penalty: 5374.610352
	Iteration 75Q: 3 clusters Score -9347984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -9347980.000000 Penalty: 5374.610352
	Iteration 76Q: 3 clusters Score -9347980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -9347980.000000 Penalty: 5374.610352
	Iteration 77Q: 3 clusters Score -9347980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -9347975.000000 Penalty: 5374.610352
	Iteration 78Q: 3 clusters Score -9347975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -9347968.000000 Penalty: 5374.610352
	Iteration 79Q: 3 clusters Score -9347968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -9347956.000000 Penalty: 5374.610352
	Iteration 80F: 3 clusters Score -9347956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -9347973.000000 Penalty: 5374.610352
	Iteration 81Q: 3 clusters Score -9347973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -9347966.000000 Penalty: 5374.610352
	Iteration 82Q: 3 clusters Score -9347966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -9347973.000000 Penalty: 5374.610352
	Iteration 83Q: 3 clusters Score -9347973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -9347974.000000 Penalty: 5374.610352
	Iteration 84Q: 3 clusters Score -9347974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -9347982.000000 Penalty: 5374.610352
	Iteration 85Q: 3 clusters Score -9347982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -9347976.000000 Penalty: 5374.610352
	Iteration 86Q: 3 clusters Score -9347976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -9347973.000000 Penalty: 5374.610352
	Iteration 87Q: 3 clusters Score -9347973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -9347979.000000 Penalty: 5374.610352
	Iteration 88Q: 3 clusters Score -9347979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -9347970.000000 Penalty: 5374.610352
	Iteration 89Q: 3 clusters Score -9347970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -9347967.000000 Penalty: 5374.610352
	Iteration 90Q: 3 clusters Score -9347967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -9347984.000000 Penalty: 5374.610352
	Iteration 91Q: 3 clusters Score -9347984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -9347980.000000 Penalty: 5374.610352
	Iteration 92Q: 3 clusters Score -9347980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -9347993.000000 Penalty: 5374.610352
	Iteration 93Q: 3 clusters Score -9347993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -9347973.000000 Penalty: 5374.610352
	Iteration 94Q: 3 clusters Score -9347973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -9347975.000000 Penalty: 5374.610352
	Iteration 95Q: 3 clusters Score -9347975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -9347967.000000 Penalty: 5374.610352
	Iteration 96Q: 3 clusters Score -9347967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -9347969.000000 Penalty: 5374.610352
	Iteration 97Q: 3 clusters Score -9347969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -9347968.000000 Penalty: 5374.610352
	Iteration 98Q: 3 clusters Score -9347968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -9347980.000000 Penalty: 5374.610352
	Iteration 99Q: 3 clusters Score -9347980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -9347972.000000 Penalty: 5374.610352
	Iteration 100F: 3 clusters Score -9347972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -9347960.000000 Penalty: 5374.610352
	Iteration 101Q: 3 clusters Score -9347960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -9347947.000000 Penalty: 5374.610352
	Iteration 102Q: 3 clusters Score -9347947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -9347951.000000 Penalty: 5374.610352
	Iteration 103Q: 3 clusters Score -9347951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -9347953.000000 Penalty: 5374.610352
	Iteration 104Q: 3 clusters Score -9347953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -9347959.000000 Penalty: 5374.610352
	Iteration 105Q: 3 clusters Score -9347959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -9347959.000000 Penalty: 5374.610352
	Iteration 106Q: 3 clusters Score -9347959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9347957.000000 Penalty: 5374.610352
	Iteration 107Q: 3 clusters Score -9347957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -9347956.000000 Penalty: 5374.610352
	Iteration 108Q: 3 clusters Score -9347956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -9347952.000000 Penalty: 5374.610352
	Iteration 109Q: 3 clusters Score -9347952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -9347952.000000 Penalty: 5374.610352
	Iteration 110Q: 3 clusters Score -9347952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -9347965.000000 Penalty: 5374.610352
	Iteration 111Q: 3 clusters Score -9347965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -9347954.000000 Penalty: 5374.610352
	Iteration 112Q: 3 clusters Score -9347954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -9347951.000000 Penalty: 5374.610352
	Iteration 113Q: 3 clusters Score -9347951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -9347942.000000 Penalty: 5374.610352
	Iteration 114Q: 3 clusters Score -9347942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -9347941.000000 Penalty: 5374.610352
	Iteration 115Q: 3 clusters Score -9347941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -9347943.000000 Penalty: 5374.610352
	Iteration 116Q: 3 clusters Score -9347943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -9347937.000000 Penalty: 5374.610352
	Iteration 117Q: 3 clusters Score -9347937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -9347940.000000 Penalty: 5374.610352
	Iteration 118Q: 3 clusters Score -9347940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -9347936.000000 Penalty: 5374.610352
	Iteration 119Q: 3 clusters Score -9347936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -9347937.000000 Penalty: 5374.610352
	Iteration 120F: 3 clusters Score -9347937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -9347932.000000 Penalty: 5374.610352
	Iteration 121Q: 3 clusters Score -9347932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -9347933.000000 Penalty: 5374.610352
	Iteration 122Q: 3 clusters Score -9347933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -9347932.000000 Penalty: 5374.610352
	Iteration 123Q: 3 clusters Score -9347932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -9347929.000000 Penalty: 5374.610352
	Iteration 124Q: 3 clusters Score -9347929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -9347939.000000 Penalty: 5374.610352
	Iteration 125Q: 3 clusters Score -9347939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -9347933.000000 Penalty: 5374.610352
	Iteration 126Q: 3 clusters Score -9347933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -9347940.000000 Penalty: 5374.610352
	Iteration 127Q: 3 clusters Score -9347940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -9347940.000000 Penalty: 5374.610352
	Iteration 128F: 3 clusters Score -9347940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Entering Unmasked Estep 
Score: -8697440.000000 Penalty: 2668.134033
	Iteration 0F: 2 clusters Score -8697440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -8667656.000000 Penalty: 5336.268066
	Iteration 0F: 3 clusters Score -8667656 nChanged 21578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -8679528.000000 Penalty: 5336.268066
	Iteration 1F: 3 clusters Score -8679528 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -8680013.000000 Penalty: 5336.268066
	Iteration 2Q: 3 clusters Score -8680013 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -8680634.000000 Penalty: 5336.268066
	Iteration 3Q: 3 clusters Score -8680634 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -8681371.000000 Penalty: 5336.268066
	Iteration 4Q: 3 clusters Score -8681371 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -8682432.000000 Penalty: 5336.268066
	Iteration 5Q: 3 clusters Score -8682432 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -8684149.000000 Penalty: 5336.268066
	Iteration 6F: 3 clusters Score -8684149 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -8686607.000000 Penalty: 5336.268066
	Iteration 7F: 3 clusters Score -8686607 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -8689715.000000 Penalty: 5336.268066
	Iteration 8F: 3 clusters Score -8689715 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -8692648.000000 Penalty: 5336.268066
	Iteration 9F: 3 clusters Score -8692648 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8694347.000000 Penalty: 5336.268066
	Iteration 10Q: 3 clusters Score -8694347 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8694908.000000 Penalty: 5336.268066
	Iteration 11Q: 3 clusters Score -8694908 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8695065.000000 Penalty: 5336.268066
	Iteration 12Q: 3 clusters Score -8695065 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8695126.000000 Penalty: 5336.268066
	Iteration 13Q: 3 clusters Score -8695126 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8695187.000000 Penalty: 5336.268066
	Iteration 14Q: 3 clusters Score -8695187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8695189.000000 Penalty: 5336.268066
	Iteration 15Q: 3 clusters Score -8695189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8695192.000000 Penalty: 5336.268066
	Iteration 16Q: 3 clusters Score -8695192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8695205.000000 Penalty: 5336.268066
	Iteration 17Q: 3 clusters Score -8695205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8695204.000000 Penalty: 5336.268066
	Iteration 18Q: 3 clusters Score -8695204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8695210.000000 Penalty: 5336.268066
	Iteration 19Q: 3 clusters Score -8695210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8695213.000000 Penalty: 5336.268066
	Iteration 20F: 3 clusters Score -8695213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8695220.000000 Penalty: 5336.268066
	Iteration 21Q: 3 clusters Score -8695220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8695220.000000 Penalty: 5336.268066
	Iteration 22Q: 3 clusters Score -8695220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8695217.000000 Penalty: 5336.268066
	Iteration 23Q: 3 clusters Score -8695217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8695225.000000 Penalty: 5336.268066
	Iteration 24Q: 3 clusters Score -8695225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8695235.000000 Penalty: 5336.268066
	Iteration 25Q: 3 clusters Score -8695235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8695231.000000 Penalty: 5336.268066
	Iteration 26Q: 3 clusters Score -8695231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8695231.000000 Penalty: 5336.268066
	Iteration 27F: 3 clusters Score -8695231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Entering Unmasked Estep 
Score: -8292438.000000 Penalty: 2655.278076
	Iteration 0F: 2 clusters Score -8292438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -8263227.500000 Penalty: 5310.556152
	Iteration 0F: 3 clusters Score -8263228 nChanged 20517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -8274537.000000 Penalty: 5310.556152
	Iteration 1F: 3 clusters Score -8274537 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -8274958.500000 Penalty: 5310.556152
	Iteration 2Q: 3 clusters Score -8274958 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -8275439.000000 Penalty: 5310.556152
	Iteration 3Q: 3 clusters Score -8275439 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -8275777.500000 Penalty: 5310.556152
	Iteration 4Q: 3 clusters Score -8275778 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -8276211.000000 Penalty: 5310.556152
	Iteration 5Q: 3 clusters Score -8276211 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -8276794.500000 Penalty: 5310.556152
	Iteration 6Q: 3 clusters Score -8276794 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -8277826.000000 Penalty: 5310.556152
	Iteration 7Q: 3 clusters Score -8277826 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -8279356.000000 Penalty: 5310.556152
	Iteration 8F: 3 clusters Score -8279356 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -8281388.000000 Penalty: 5310.556152
	Iteration 9F: 3 clusters Score -8281388 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -8284022.000000 Penalty: 5310.556152
	Iteration 10F: 3 clusters Score -8284022 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -8286942.500000 Penalty: 5310.556152
	Iteration 11F: 3 clusters Score -8286942 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -8289254.000000 Penalty: 5310.556152
	Iteration 12F: 3 clusters Score -8289254 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -8290403.500000 Penalty: 5310.556152
	Iteration 13Q: 3 clusters Score -8290404 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -8290886.000000 Penalty: 5310.556152
	Iteration 14Q: 3 clusters Score -8290886 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -8291062.500000 Penalty: 5310.556152
	Iteration 15Q: 3 clusters Score -8291062 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -8291226.500000 Penalty: 5310.556152
	Iteration 16Q: 3 clusters Score -8291226 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -8291309.000000 Penalty: 5310.556152
	Iteration 17Q: 3 clusters Score -8291309 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -8291362.500000 Penalty: 5310.556152
	Iteration 18Q: 3 clusters Score -8291362 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -8291424.000000 Penalty: 5310.556152
	Iteration 19Q: 3 clusters Score -8291424 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -8291465.500000 Penalty: 5310.556152
	Iteration 20F: 3 clusters Score -8291466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -8291497.000000 Penalty: 5310.556152
	Iteration 21Q: 3 clusters Score -8291497 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -8291498.000000 Penalty: 5310.556152
	Iteration 22Q: 3 clusters Score -8291498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -8291499.500000 Penalty: 5310.556152
	Iteration 23Q: 3 clusters Score -8291500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -8291514.000000 Penalty: 5310.556152
	Iteration 24Q: 3 clusters Score -8291514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -8291525.000000 Penalty: 5310.556152
	Iteration 25Q: 3 clusters Score -8291525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -8291523.000000 Penalty: 5310.556152
	Iteration 26Q: 3 clusters Score -8291523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -8291536.000000 Penalty: 5310.556152
	Iteration 27Q: 3 clusters Score -8291536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -8291553.000000 Penalty: 5310.556152
	Iteration 28Q: 3 clusters Score -8291553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -8291539.500000 Penalty: 5310.556152
	Iteration 29Q: 3 clusters Score -8291540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -8291546.000000 Penalty: 5310.556152
	Iteration 30Q: 3 clusters Score -8291546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -8291545.500000 Penalty: 5310.556152
	Iteration 31Q: 3 clusters Score -8291546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -8291557.500000 Penalty: 5310.556152
	Iteration 32Q: 3 clusters Score -8291558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -8291549.000000 Penalty: 5310.556152
	Iteration 33Q: 3 clusters Score -8291549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -8291567.500000 Penalty: 5310.556152
	Iteration 34Q: 3 clusters Score -8291568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -8291564.000000 Penalty: 5310.556152
	Iteration 35Q: 3 clusters Score -8291564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -8291575.000000 Penalty: 5310.556152
	Iteration 36Q: 3 clusters Score -8291575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -8291569.500000 Penalty: 5310.556152
	Iteration 37Q: 3 clusters Score -8291570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -8291583.500000 Penalty: 5310.556152
	Iteration 38Q: 3 clusters Score -8291584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -8291570.500000 Penalty: 5310.556152
	Iteration 39Q: 3 clusters Score -8291570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -8291579.000000 Penalty: 5310.556152
	Iteration 40F: 3 clusters Score -8291579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -8291574.500000 Penalty: 5310.556152
	Iteration 41Q: 3 clusters Score -8291574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -8291570.500000 Penalty: 5310.556152
	Iteration 42Q: 3 clusters Score -8291570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -8291566.500000 Penalty: 5310.556152
	Iteration 43Q: 3 clusters Score -8291566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -8291574.000000 Penalty: 5310.556152
	Iteration 44Q: 3 clusters Score -8291574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -8291573.000000 Penalty: 5310.556152
	Iteration 45Q: 3 clusters Score -8291573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -8291577.500000 Penalty: 5310.556152
	Iteration 46Q: 3 clusters Score -8291578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -8291574.500000 Penalty: 5310.556152
	Iteration 47Q: 3 clusters Score -8291574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -8291575.500000 Penalty: 5310.556152
	Iteration 48Q: 3 clusters Score -8291576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -8291579.500000 Penalty: 5310.556152
	Iteration 49Q: 3 clusters Score -8291580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -8291579.500000 Penalty: 5310.556152
	Iteration 50Q: 3 clusters Score -8291580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -8291574.000000 Penalty: 5310.556152
	Iteration 51Q: 3 clusters Score -8291574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -8291572.000000 Penalty: 5310.556152
	Iteration 52Q: 3 clusters Score -8291572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -8291575.000000 Penalty: 5310.556152
	Iteration 53Q: 3 clusters Score -8291575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -8291582.500000 Penalty: 5310.556152
	Iteration 54Q: 3 clusters Score -8291582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -8291583.500000 Penalty: 5310.556152
	Iteration 55Q: 3 clusters Score -8291584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -8291589.000000 Penalty: 5310.556152
	Iteration 56Q: 3 clusters Score -8291589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -8291589.500000 Penalty: 5310.556152
	Iteration 57Q: 3 clusters Score -8291590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -8291586.000000 Penalty: 5310.556152
	Iteration 58Q: 3 clusters Score -8291586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -8291587.000000 Penalty: 5310.556152
	Iteration 59Q: 3 clusters Score -8291587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -8291591.000000 Penalty: 5310.556152
	Iteration 60F: 3 clusters Score -8291591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -8291591.500000 Penalty: 5310.556152
	Iteration 61Q: 3 clusters Score -8291592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -8291585.000000 Penalty: 5310.556152
	Iteration 62Q: 3 clusters Score -8291585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -8291585.500000 Penalty: 5310.556152
	Iteration 63Q: 3 clusters Score -8291586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -8291587.500000 Penalty: 5310.556152
	Iteration 64Q: 3 clusters Score -8291588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -8291587.500000 Penalty: 5310.556152
	Iteration 65F: 3 clusters Score -8291588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Entering Unmasked Estep 
Score: -9230032.000000 Penalty: 2680.932861
	Iteration 0F: 2 clusters Score -9230032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -9200372.000000 Penalty: 5361.865723
	Iteration 0F: 3 clusters Score -9200372 nChanged 22904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -9213057.000000 Penalty: 5361.865723
	Iteration 1F: 3 clusters Score -9213057 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -9213697.000000 Penalty: 5361.865723
	Iteration 2Q: 3 clusters Score -9213697 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -9214323.000000 Penalty: 5361.865723
	Iteration 3Q: 3 clusters Score -9214323 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -9215094.000000 Penalty: 5361.865723
	Iteration 4Q: 3 clusters Score -9215094 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -9216155.000000 Penalty: 5361.865723
	Iteration 5Q: 3 clusters Score -9216155 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -9217825.000000 Penalty: 5361.865723
	Iteration 6F: 3 clusters Score -9217825 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -9220108.000000 Penalty: 5361.865723
	Iteration 7F: 3 clusters Score -9220108 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -9222806.000000 Penalty: 5361.865723
	Iteration 8F: 3 clusters Score -9222806 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -9225311.000000 Penalty: 5361.865723
	Iteration 9F: 3 clusters Score -9225311 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -9226671.000000 Penalty: 5361.865723
	Iteration 10Q: 3 clusters Score -9226671 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -9227504.000000 Penalty: 5361.865723
	Iteration 11Q: 3 clusters Score -9227504 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -9228025.000000 Penalty: 5361.865723
	Iteration 12Q: 3 clusters Score -9228025 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -9228270.000000 Penalty: 5361.865723
	Iteration 13Q: 3 clusters Score -9228270 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9228318.000000 Penalty: 5361.865723
	Iteration 14Q: 3 clusters Score -9228318 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9228305.000000 Penalty: 5361.865723
	Iteration 15Q: 3 clusters Score -9228305 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9228311.000000 Penalty: 5361.865723
	Iteration 16Q: 3 clusters Score -9228311 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9228326.000000 Penalty: 5361.865723
	Iteration 17Q: 3 clusters Score -9228326 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -9228320.000000 Penalty: 5361.865723
	Iteration 18Q: 3 clusters Score -9228320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9228301.000000 Penalty: 5361.865723
	Iteration 19Q: 3 clusters Score -9228301 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9228261.000000 Penalty: 5361.865723
	Iteration 20F: 3 clusters Score -9228261 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9228281.000000 Penalty: 5361.865723
	Iteration 21Q: 3 clusters Score -9228281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9228285.000000 Penalty: 5361.865723
	Iteration 22Q: 3 clusters Score -9228285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9228278.000000 Penalty: 5361.865723
	Iteration 23Q: 3 clusters Score -9228278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9228275.000000 Penalty: 5361.865723
	Iteration 24Q: 3 clusters Score -9228275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9228275.000000 Penalty: 5361.865723
	Iteration 25Q: 3 clusters Score -9228275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9228273.000000 Penalty: 5361.865723
	Iteration 26Q: 3 clusters Score -9228273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9228266.000000 Penalty: 5361.865723
	Iteration 27Q: 3 clusters Score -9228266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9228262.000000 Penalty: 5361.865723
	Iteration 28Q: 3 clusters Score -9228262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9228263.000000 Penalty: 5361.865723
	Iteration 29Q: 3 clusters Score -9228263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9228268.000000 Penalty: 5361.865723
	Iteration 30Q: 3 clusters Score -9228268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9228282.000000 Penalty: 5361.865723
	Iteration 31Q: 3 clusters Score -9228282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9228277.000000 Penalty: 5361.865723
	Iteration 32Q: 3 clusters Score -9228277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9228269.000000 Penalty: 5361.865723
	Iteration 33Q: 3 clusters Score -9228269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9228263.000000 Penalty: 5361.865723
	Iteration 34Q: 3 clusters Score -9228263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9228257.000000 Penalty: 5361.865723
	Iteration 35Q: 3 clusters Score -9228257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9228255.000000 Penalty: 5361.865723
	Iteration 36Q: 3 clusters Score -9228255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9228264.000000 Penalty: 5361.865723
	Iteration 37Q: 3 clusters Score -9228264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9228284.000000 Penalty: 5361.865723
	Iteration 38Q: 3 clusters Score -9228284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9228296.000000 Penalty: 5361.865723
	Iteration 39Q: 3 clusters Score -9228296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9228316.000000 Penalty: 5361.865723
	Iteration 40F: 3 clusters Score -9228316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9228324.000000 Penalty: 5361.865723
	Iteration 41Q: 3 clusters Score -9228324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9228321.000000 Penalty: 5361.865723
	Iteration 42Q: 3 clusters Score -9228321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9228333.000000 Penalty: 5361.865723
	Iteration 43Q: 3 clusters Score -9228333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9228339.000000 Penalty: 5361.865723
	Iteration 44Q: 3 clusters Score -9228339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9228334.000000 Penalty: 5361.865723
	Iteration 45Q: 3 clusters Score -9228334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9228342.000000 Penalty: 5361.865723
	Iteration 46Q: 3 clusters Score -9228342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9228346.000000 Penalty: 5361.865723
	Iteration 47Q: 3 clusters Score -9228346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9228354.000000 Penalty: 5361.865723
	Iteration 48Q: 3 clusters Score -9228354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9228360.000000 Penalty: 5361.865723
	Iteration 49Q: 3 clusters Score -9228360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9228372.000000 Penalty: 5361.865723
	Iteration 50Q: 3 clusters Score -9228372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9228363.000000 Penalty: 5361.865723
	Iteration 51Q: 3 clusters Score -9228363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9228370.000000 Penalty: 5361.865723
	Iteration 52Q: 3 clusters Score -9228370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9228377.000000 Penalty: 5361.865723
	Iteration 53Q: 3 clusters Score -9228377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9228373.000000 Penalty: 5361.865723
	Iteration 54Q: 3 clusters Score -9228373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9228368.000000 Penalty: 5361.865723
	Iteration 55Q: 3 clusters Score -9228368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9228368.000000 Penalty: 5361.865723
	Iteration 56Q: 3 clusters Score -9228368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9228365.000000 Penalty: 5361.865723
	Iteration 57Q: 3 clusters Score -9228365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9228378.000000 Penalty: 5361.865723
	Iteration 58Q: 3 clusters Score -9228378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9228377.000000 Penalty: 5361.865723
	Iteration 59Q: 3 clusters Score -9228377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9228376.000000 Penalty: 5361.865723
	Iteration 60F: 3 clusters Score -9228376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9228375.000000 Penalty: 5361.865723
	Iteration 61Q: 3 clusters Score -9228375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9228375.000000 Penalty: 5361.865723
	Iteration 62F: 3 clusters Score -9228375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -128973.617188 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -128973.6 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 521 members 
Entering Unmasked Estep 
Score: -127169.007812 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -127169 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -127834.796875 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -127834.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128188.031250 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -128188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128391.429688 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -128391.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128537.914062 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -128537.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -128637.820312 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -128637.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -128727.710938 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -128727.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -128789.789062 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -128789.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -128843.421875 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -128843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -128868.531250 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -128868.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128887.851562 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -128887.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128907.476562 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -128907.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -128932.445312 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -128932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -128962.554688 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -128962.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128986.289062 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -128986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -128990.085938 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -128990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -128998.546875 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -128998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -129006.031250 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -129006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -129010.546875 Penalty: 3440.907715
	Iteration 18Q: 3 clusters Score -129010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129018.757812 Penalty: 3440.907715
	Iteration 19Q: 3 clusters Score -129018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -129046.710938 Penalty: 3440.907715
	Iteration 20F: 3 clusters Score -129046.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -129083.781250 Penalty: 3440.907715
	Iteration 21Q: 3 clusters Score -129083.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -129113.585938 Penalty: 3440.907715
	Iteration 22Q: 3 clusters Score -129113.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129136.421875 Penalty: 3440.907715
	Iteration 23Q: 3 clusters Score -129136.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129191.281250 Penalty: 3440.907715
	Iteration 24Q: 3 clusters Score -129191.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129232.125000 Penalty: 3440.907715
	Iteration 25Q: 3 clusters Score -129232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129259.218750 Penalty: 3440.907715
	Iteration 26Q: 3 clusters Score -129259.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -129291.773438 Penalty: 3440.907715
	Iteration 27Q: 3 clusters Score -129291.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -129322.867188 Penalty: 3440.907715
	Iteration 28Q: 3 clusters Score -129322.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129341.664062 Penalty: 3440.907715
	Iteration 29Q: 3 clusters Score -129341.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -129362.375000 Penalty: 3440.907715
	Iteration 30Q: 3 clusters Score -129362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -129376.656250 Penalty: 3440.907715
	Iteration 31Q: 3 clusters Score -129376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -129386.648438 Penalty: 3440.907715
	Iteration 32Q: 3 clusters Score -129386.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -129398.359375 Penalty: 3440.907715
	Iteration 33Q: 3 clusters Score -129398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -129412.257812 Penalty: 3440.907715
	Iteration 34Q: 3 clusters Score -129412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -129418.828125 Penalty: 3440.907715
	Iteration 35Q: 3 clusters Score -129418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129429.039062 Penalty: 3440.907715
	Iteration 36Q: 3 clusters Score -129429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129441.609375 Penalty: 3440.907715
	Iteration 37Q: 3 clusters Score -129441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129442.359375 Penalty: 3440.907715
	Iteration 38Q: 3 clusters Score -129442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129443.078125 Penalty: 3440.907715
	Iteration 39F: 3 clusters Score -129443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -129455.828125 Penalty: 3440.907715
	Iteration 40F: 3 clusters Score -129455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -129485.218750 Penalty: 3440.907715
	Iteration 41Q: 3 clusters Score -129485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -129522.539062 Penalty: 3440.907715
	Iteration 42Q: 3 clusters Score -129522.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129539.031250 Penalty: 3440.907715
	Iteration 43Q: 3 clusters Score -129539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129547.718750 Penalty: 3440.907715
	Iteration 44Q: 3 clusters Score -129547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -129563.789062 Penalty: 3440.907715
	Iteration 45Q: 3 clusters Score -129563.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -129584.984375 Penalty: 3440.907715
	Iteration 46Q: 3 clusters Score -129585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -129610.351562 Penalty: 3440.907715
	Iteration 47Q: 3 clusters Score -129610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -129623.617188 Penalty: 3440.907715
	Iteration 48Q: 3 clusters Score -129623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -129640.148438 Penalty: 3440.907715
	Iteration 49Q: 3 clusters Score -129640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -129647.179688 Penalty: 3440.907715
	Iteration 50Q: 3 clusters Score -129647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -129658.695312 Penalty: 3440.907715
	Iteration 51Q: 3 clusters Score -129658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -129659.921875 Penalty: 3440.907715
	Iteration 52Q: 3 clusters Score -129659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -129661.203125 Penalty: 3440.907715
	Iteration 53Q: 3 clusters Score -129661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -129667.054688 Penalty: 3440.907715
	Iteration 54Q: 3 clusters Score -129667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -129670.148438 Penalty: 3440.907715
	Iteration 55Q: 3 clusters Score -129670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -129672.968750 Penalty: 3440.907715
	Iteration 56Q: 3 clusters Score -129673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -129672.968750 Penalty: 3440.907715
	Iteration 57F: 3 clusters Score -129673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 46070 members 
Mstep: Class 4 contains 34943 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 48072 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43064 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 50813 members 
Mstep: Class 11 contains 47033 members 
Mstep: Class 12 contains 44657 members 
Mstep: Class 13 contains 49524 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 44183 members 
Mstep: Class 16 contains 45625 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 52164 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5793 members 
Mstep: Class 21 contains 46123 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 523 members 
Entering Unmasked Estep 
Score: -106690856.000000 Penalty: 75744.453125
Splitting cluster 14 changes total score from -106691792.000000 to -106690856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (44183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Entering Unmasked Estep 
Score: -8245726.500000 Penalty: 2652.631592
	Iteration 0F: 2 clusters Score -8245726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -8216900.500000 Penalty: 5305.263184
	Iteration 0F: 3 clusters Score -8216900 nChanged 20210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -8227927.000000 Penalty: 5305.263184
	Iteration 1F: 3 clusters Score -8227927 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -8228496.500000 Penalty: 5305.263184
	Iteration 2Q: 3 clusters Score -8228496 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -8229063.500000 Penalty: 5305.263184
	Iteration 3Q: 3 clusters Score -8229064 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -8229768.000000 Penalty: 5305.263184
	Iteration 4Q: 3 clusters Score -8229768 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -8230758.000000 Penalty: 5305.263184
	Iteration 5Q: 3 clusters Score -8230758 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -8232329.000000 Penalty: 5305.263184
	Iteration 6F: 3 clusters Score -8232329 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -8234652.000000 Penalty: 5305.263184
	Iteration 7F: 3 clusters Score -8234652 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -8237557.000000 Penalty: 5305.263184
	Iteration 8F: 3 clusters Score -8237557 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -8240288.000000 Penalty: 5305.263184
	Iteration 9F: 3 clusters Score -8240288 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -8242083.500000 Penalty: 5305.263184
	Iteration 10Q: 3 clusters Score -8242084 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -8242952.000000 Penalty: 5305.263184
	Iteration 11Q: 3 clusters Score -8242952 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -8243232.500000 Penalty: 5305.263184
	Iteration 12Q: 3 clusters Score -8243232 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -8243358.000000 Penalty: 5305.263184
	Iteration 13Q: 3 clusters Score -8243358 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -8243448.000000 Penalty: 5305.263184
	Iteration 14Q: 3 clusters Score -8243448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -8243507.000000 Penalty: 5305.263184
	Iteration 15Q: 3 clusters Score -8243507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -8243533.000000 Penalty: 5305.263184
	Iteration 16Q: 3 clusters Score -8243533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -8243536.500000 Penalty: 5305.263184
	Iteration 17Q: 3 clusters Score -8243536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -8243545.500000 Penalty: 5305.263184
	Iteration 18Q: 3 clusters Score -8243546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -8243543.500000 Penalty: 5305.263184
	Iteration 19Q: 3 clusters Score -8243544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8243549.000000 Penalty: 5305.263184
	Iteration 20F: 3 clusters Score -8243549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8243548.000000 Penalty: 5305.263184
	Iteration 21Q: 3 clusters Score -8243548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -8243560.000000 Penalty: 5305.263184
	Iteration 22Q: 3 clusters Score -8243560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -8243553.500000 Penalty: 5305.263184
	Iteration 23Q: 3 clusters Score -8243554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8243553.500000 Penalty: 5305.263184
	Iteration 24Q: 3 clusters Score -8243554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -8243559.500000 Penalty: 5305.263184
	Iteration 25Q: 3 clusters Score -8243560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -8243559.500000 Penalty: 5305.263184
	Iteration 26F: 3 clusters Score -8243560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Entering Unmasked Estep 
Score: -8391846.000000 Penalty: 2660.596436
	Iteration 0F: 2 clusters Score -8391846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -8361918.500000 Penalty: 5321.192871
	Iteration 0F: 3 clusters Score -8361918 nChanged 21019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -8373517.500000 Penalty: 5321.192871
	Iteration 1F: 3 clusters Score -8373518 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -8373946.500000 Penalty: 5321.192871
	Iteration 2Q: 3 clusters Score -8373946 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -8374323.000000 Penalty: 5321.192871
	Iteration 3Q: 3 clusters Score -8374323 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -8374603.500000 Penalty: 5321.192871
	Iteration 4Q: 3 clusters Score -8374604 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -8374967.000000 Penalty: 5321.192871
	Iteration 5Q: 3 clusters Score -8374967 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -8375301.000000 Penalty: 5321.192871
	Iteration 6Q: 3 clusters Score -8375301 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -8375696.500000 Penalty: 5321.192871
	Iteration 7Q: 3 clusters Score -8375696 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -8376122.500000 Penalty: 5321.192871
	Iteration 8Q: 3 clusters Score -8376122 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -8376826.000000 Penalty: 5321.192871
	Iteration 9Q: 3 clusters Score -8376826 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -8377857.500000 Penalty: 5321.192871
	Iteration 10Q: 3 clusters Score -8377858 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -8379278.000000 Penalty: 5321.192871
	Iteration 11F: 3 clusters Score -8379278 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -8381275.000000 Penalty: 5321.192871
	Iteration 12F: 3 clusters Score -8381275 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -8383311.000000 Penalty: 5321.192871
	Iteration 13F: 3 clusters Score -8383311 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -8384834.000000 Penalty: 5321.192871
	Iteration 14Q: 3 clusters Score -8384834 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8385868.000000 Penalty: 5321.192871
	Iteration 15Q: 3 clusters Score -8385868 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8386562.500000 Penalty: 5321.192871
	Iteration 16Q: 3 clusters Score -8386562 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -8387069.000000 Penalty: 5321.192871
	Iteration 17Q: 3 clusters Score -8387069 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -8387448.000000 Penalty: 5321.192871
	Iteration 18Q: 3 clusters Score -8387448 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8387778.000000 Penalty: 5321.192871
	Iteration 19Q: 3 clusters Score -8387778 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -8388082.500000 Penalty: 5321.192871
	Iteration 20F: 3 clusters Score -8388082 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8388377.000000 Penalty: 5321.192871
	Iteration 21Q: 3 clusters Score -8388377 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -8388614.000000 Penalty: 5321.192871
	Iteration 22Q: 3 clusters Score -8388614 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -8388795.000000 Penalty: 5321.192871
	Iteration 23Q: 3 clusters Score -8388795 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8388964.000000 Penalty: 5321.192871
	Iteration 24Q: 3 clusters Score -8388964 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8389139.000000 Penalty: 5321.192871
	Iteration 25Q: 3 clusters Score -8389139 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8389243.000000 Penalty: 5321.192871
	Iteration 26Q: 3 clusters Score -8389243 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8389310.000000 Penalty: 5321.192871
	Iteration 27Q: 3 clusters Score -8389310 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8389354.000000 Penalty: 5321.192871
	Iteration 28Q: 3 clusters Score -8389354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8389400.000000 Penalty: 5321.192871
	Iteration 29Q: 3 clusters Score -8389400 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8389439.000000 Penalty: 5321.192871
	Iteration 30Q: 3 clusters Score -8389439 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8389469.000000 Penalty: 5321.192871
	Iteration 31Q: 3 clusters Score -8389469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8389502.000000 Penalty: 5321.192871
	Iteration 32Q: 3 clusters Score -8389502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8389518.000000 Penalty: 5321.192871
	Iteration 33Q: 3 clusters Score -8389518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8389518.000000 Penalty: 5321.192871
	Iteration 34Q: 3 clusters Score -8389518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8389531.000000 Penalty: 5321.192871
	Iteration 35Q: 3 clusters Score -8389531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8389554.000000 Penalty: 5321.192871
	Iteration 36Q: 3 clusters Score -8389554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8389570.000000 Penalty: 5321.192871
	Iteration 37Q: 3 clusters Score -8389570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8389577.000000 Penalty: 5321.192871
	Iteration 38Q: 3 clusters Score -8389577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8389590.000000 Penalty: 5321.192871
	Iteration 39Q: 3 clusters Score -8389590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8389603.000000 Penalty: 5321.192871
	Iteration 40F: 3 clusters Score -8389603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8389615.000000 Penalty: 5321.192871
	Iteration 41Q: 3 clusters Score -8389615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8389614.000000 Penalty: 5321.192871
	Iteration 42Q: 3 clusters Score -8389614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8389617.000000 Penalty: 5321.192871
	Iteration 43Q: 3 clusters Score -8389617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8389628.000000 Penalty: 5321.192871
	Iteration 44Q: 3 clusters Score -8389628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8389627.000000 Penalty: 5321.192871
	Iteration 45Q: 3 clusters Score -8389627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8389627.000000 Penalty: 5321.192871
	Iteration 46Q: 3 clusters Score -8389627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8389631.000000 Penalty: 5321.192871
	Iteration 47Q: 3 clusters Score -8389631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8389641.000000 Penalty: 5321.192871
	Iteration 48Q: 3 clusters Score -8389641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8389636.000000 Penalty: 5321.192871
	Iteration 49Q: 3 clusters Score -8389636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8389639.000000 Penalty: 5321.192871
	Iteration 50Q: 3 clusters Score -8389639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8389635.000000 Penalty: 5321.192871
	Iteration 51Q: 3 clusters Score -8389635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8389642.000000 Penalty: 5321.192871
	Iteration 52Q: 3 clusters Score -8389642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8389642.000000 Penalty: 5321.192871
	Iteration 53Q: 3 clusters Score -8389642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8389642.000000 Penalty: 5321.192871
	Iteration 54F: 3 clusters Score -8389642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Entering Unmasked Estep 
Score: -462625.312500 Penalty: 1957.142700
	Iteration 0F: 2 clusters Score -462625.3 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 1325 members 
Entering Unmasked Estep 
Score: -459642.406250 Penalty: 3914.285400
	Iteration 0F: 3 clusters Score -459642.4 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -460439.031250 Penalty: 3914.285400
	Iteration 1F: 3 clusters Score -460439 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -460832.781250 Penalty: 3914.285400
	Iteration 2F: 3 clusters Score -460832.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -461154.968750 Penalty: 3914.285400
	Iteration 3F: 3 clusters Score -461155 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -461369.156250 Penalty: 3914.285400
	Iteration 4F: 3 clusters Score -461369.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -461495.375000 Penalty: 3914.285400
	Iteration 5Q: 3 clusters Score -461495.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -461552.000000 Penalty: 3914.285400
	Iteration 6Q: 3 clusters Score -461552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -461588.625000 Penalty: 3914.285400
	Iteration 7Q: 3 clusters Score -461588.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -461610.156250 Penalty: 3914.285400
	Iteration 8Q: 3 clusters Score -461610.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -461628.062500 Penalty: 3914.285400
	Iteration 9Q: 3 clusters Score -461628.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -461646.187500 Penalty: 3914.285400
	Iteration 10Q: 3 clusters Score -461646.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -461660.750000 Penalty: 3914.285400
	Iteration 11Q: 3 clusters Score -461660.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -461670.500000 Penalty: 3914.285400
	Iteration 12Q: 3 clusters Score -461670.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -461681.500000 Penalty: 3914.285400
	Iteration 13Q: 3 clusters Score -461681.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -461689.000000 Penalty: 3914.285400
	Iteration 14Q: 3 clusters Score -461689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -461698.687500 Penalty: 3914.285400
	Iteration 15Q: 3 clusters Score -461698.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -461706.500000 Penalty: 3914.285400
	Iteration 16Q: 3 clusters Score -461706.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -461708.125000 Penalty: 3914.285400
	Iteration 17Q: 3 clusters Score -461708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -461710.843750 Penalty: 3914.285400
	Iteration 18Q: 3 clusters Score -461710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -461713.656250 Penalty: 3914.285400
	Iteration 19Q: 3 clusters Score -461713.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -461717.875000 Penalty: 3914.285400
	Iteration 20F: 3 clusters Score -461717.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -461723.843750 Penalty: 3914.285400
	Iteration 21Q: 3 clusters Score -461723.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -461727.812500 Penalty: 3914.285400
	Iteration 22Q: 3 clusters Score -461727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -461728.656250 Penalty: 3914.285400
	Iteration 23Q: 3 clusters Score -461728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -461731.656250 Penalty: 3914.285400
	Iteration 24Q: 3 clusters Score -461731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -461732.593750 Penalty: 3914.285400
	Iteration 25Q: 3 clusters Score -461732.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -461732.593750 Penalty: 3914.285400
	Iteration 26F: 3 clusters Score -461732.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Entering Unmasked Estep 
Score: -9738612.000000 Penalty: 2693.812744
	Iteration 0F: 2 clusters Score -9738612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -9709400.000000 Penalty: 5387.625488
	Iteration 0F: 3 clusters Score -9709400 nChanged 24126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -9722809.000000 Penalty: 5387.625488
	Iteration 1F: 3 clusters Score -9722809 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -9723580.000000 Penalty: 5387.625488
	Iteration 2Q: 3 clusters Score -9723580 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -9724607.000000 Penalty: 5387.625488
	Iteration 3Q: 3 clusters Score -9724607 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -9726025.000000 Penalty: 5387.625488
	Iteration 4F: 3 clusters Score -9726025 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -9728141.000000 Penalty: 5387.625488
	Iteration 5F: 3 clusters Score -9728141 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -9730842.000000 Penalty: 5387.625488
	Iteration 6F: 3 clusters Score -9730842 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -9733356.000000 Penalty: 5387.625488
	Iteration 7F: 3 clusters Score -9733356 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -9734960.000000 Penalty: 5387.625488
	Iteration 8F: 3 clusters Score -9734960 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -9735926.000000 Penalty: 5387.625488
	Iteration 9Q: 3 clusters Score -9735926 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9736262.000000 Penalty: 5387.625488
	Iteration 10Q: 3 clusters Score -9736262 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9736380.000000 Penalty: 5387.625488
	Iteration 11Q: 3 clusters Score -9736380 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9736386.000000 Penalty: 5387.625488
	Iteration 12Q: 3 clusters Score -9736386 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9736390.000000 Penalty: 5387.625488
	Iteration 13Q: 3 clusters Score -9736390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9736423.000000 Penalty: 5387.625488
	Iteration 14Q: 3 clusters Score -9736423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9736453.000000 Penalty: 5387.625488
	Iteration 15Q: 3 clusters Score -9736453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9736465.000000 Penalty: 5387.625488
	Iteration 16Q: 3 clusters Score -9736465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9736474.000000 Penalty: 5387.625488
	Iteration 17Q: 3 clusters Score -9736474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9736483.000000 Penalty: 5387.625488
	Iteration 18Q: 3 clusters Score -9736483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9736483.000000 Penalty: 5387.625488
	Iteration 19Q: 3 clusters Score -9736483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9736481.000000 Penalty: 5387.625488
	Iteration 20F: 3 clusters Score -9736481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9736484.000000 Penalty: 5387.625488
	Iteration 21Q: 3 clusters Score -9736484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9736486.000000 Penalty: 5387.625488
	Iteration 22Q: 3 clusters Score -9736486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9736498.000000 Penalty: 5387.625488
	Iteration 23Q: 3 clusters Score -9736498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9736503.000000 Penalty: 5387.625488
	Iteration 24Q: 3 clusters Score -9736503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9736502.000000 Penalty: 5387.625488
	Iteration 25Q: 3 clusters Score -9736502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9736497.000000 Penalty: 5387.625488
	Iteration 26Q: 3 clusters Score -9736497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9736503.000000 Penalty: 5387.625488
	Iteration 27Q: 3 clusters Score -9736503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9736502.000000 Penalty: 5387.625488
	Iteration 28Q: 3 clusters Score -9736502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9736498.000000 Penalty: 5387.625488
	Iteration 29Q: 3 clusters Score -9736498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9736498.000000 Penalty: 5387.625488
	Iteration 30F: 3 clusters Score -9736498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -41610.074219 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -41610.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40402.851562 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -40402.85 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41020.695312 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -41020.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41494.925781 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -41494.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -41794.035156 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -41794.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41987.062500 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -41987.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42226.363281 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -42226.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42331.062500 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -42331.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42357.425781 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -42357.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42361.406250 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -42361.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42363.089844 Penalty: 3069.378906
	Iteration 9F: 3 clusters Score -42363.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42371.593750 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -42371.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42371.593750 Penalty: 3069.378906
	Iteration 11F: 3 clusters Score -42371.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 46070 members 
Mstep: Class 4 contains 34943 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 48072 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43064 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 50813 members 
Mstep: Class 11 contains 47033 members 
Mstep: Class 12 contains 44657 members 
Mstep: Class 13 contains 49524 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44183 members 
Mstep: Class 16 contains 45625 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 52164 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 5793 members 
Mstep: Class 21 contains 46123 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 138 members 
Entering Unmasked Estep 
Score: -106690784.000000 Penalty: 75744.453125
Splitting cluster 19 changes total score from -106691792.000000 to -106690784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Entering Unmasked Estep 
Score: -1074662.750000 Penalty: 2148.772705
	Iteration 0F: 2 clusters Score -1074663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1069642.375000 Penalty: 4297.545410
	Iteration 0F: 3 clusters Score -1069642 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1070851.500000 Penalty: 4297.545410
	Iteration 1F: 3 clusters Score -1070852 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1071087.750000 Penalty: 4297.545410
	Iteration 2F: 3 clusters Score -1071088 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1071220.500000 Penalty: 4297.545410
	Iteration 3F: 3 clusters Score -1071220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1071305.000000 Penalty: 4297.545410
	Iteration 4Q: 3 clusters Score -1071305 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1071355.750000 Penalty: 4297.545410
	Iteration 5Q: 3 clusters Score -1071356 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1071396.375000 Penalty: 4297.545410
	Iteration 6Q: 3 clusters Score -1071396 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1071435.750000 Penalty: 4297.545410
	Iteration 7Q: 3 clusters Score -1071436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1071472.375000 Penalty: 4297.545410
	Iteration 8Q: 3 clusters Score -1071472 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1071516.000000 Penalty: 4297.545410
	Iteration 9Q: 3 clusters Score -1071516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1071543.750000 Penalty: 4297.545410
	Iteration 10Q: 3 clusters Score -1071544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1071582.000000 Penalty: 4297.545410
	Iteration 11Q: 3 clusters Score -1071582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1071622.125000 Penalty: 4297.545410
	Iteration 12Q: 3 clusters Score -1071622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1071670.125000 Penalty: 4297.545410
	Iteration 13Q: 3 clusters Score -1071670 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1071719.625000 Penalty: 4297.545410
	Iteration 14Q: 3 clusters Score -1071720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1071769.375000 Penalty: 4297.545410
	Iteration 15Q: 3 clusters Score -1071769 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1071831.625000 Penalty: 4297.545410
	Iteration 16Q: 3 clusters Score -1071832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1071910.000000 Penalty: 4297.545410
	Iteration 17Q: 3 clusters Score -1071910 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1072002.875000 Penalty: 4297.545410
	Iteration 18Q: 3 clusters Score -1072003 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1072102.250000 Penalty: 4297.545410
	Iteration 19Q: 3 clusters Score -1072102 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1072206.250000 Penalty: 4297.545410
	Iteration 20F: 3 clusters Score -1072206 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1072305.500000 Penalty: 4297.545410
	Iteration 21Q: 3 clusters Score -1072306 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1072397.000000 Penalty: 4297.545410
	Iteration 22Q: 3 clusters Score -1072397 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1072484.125000 Penalty: 4297.545410
	Iteration 23Q: 3 clusters Score -1072484 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1072571.250000 Penalty: 4297.545410
	Iteration 24Q: 3 clusters Score -1072571 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1072635.375000 Penalty: 4297.545410
	Iteration 25Q: 3 clusters Score -1072635 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1072693.500000 Penalty: 4297.545410
	Iteration 26Q: 3 clusters Score -1072694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1072737.000000 Penalty: 4297.545410
	Iteration 27Q: 3 clusters Score -1072737 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1072786.625000 Penalty: 4297.545410
	Iteration 28Q: 3 clusters Score -1072787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1072832.375000 Penalty: 4297.545410
	Iteration 29Q: 3 clusters Score -1072832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1072864.875000 Penalty: 4297.545410
	Iteration 30Q: 3 clusters Score -1072865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1072890.000000 Penalty: 4297.545410
	Iteration 31Q: 3 clusters Score -1072890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1072919.125000 Penalty: 4297.545410
	Iteration 32Q: 3 clusters Score -1072919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1072939.125000 Penalty: 4297.545410
	Iteration 33Q: 3 clusters Score -1072939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1072951.500000 Penalty: 4297.545410
	Iteration 34Q: 3 clusters Score -1072952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1072959.375000 Penalty: 4297.545410
	Iteration 35Q: 3 clusters Score -1072959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1072975.000000 Penalty: 4297.545410
	Iteration 36Q: 3 clusters Score -1072975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1073000.125000 Penalty: 4297.545410
	Iteration 37Q: 3 clusters Score -1073000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1073019.750000 Penalty: 4297.545410
	Iteration 38Q: 3 clusters Score -1073020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1073032.000000 Penalty: 4297.545410
	Iteration 39Q: 3 clusters Score -1073032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1073038.750000 Penalty: 4297.545410
	Iteration 40F: 3 clusters Score -1073039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1073043.000000 Penalty: 4297.545410
	Iteration 41Q: 3 clusters Score -1073043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1073045.375000 Penalty: 4297.545410
	Iteration 42Q: 3 clusters Score -1073045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1073047.625000 Penalty: 4297.545410
	Iteration 43Q: 3 clusters Score -1073048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1073049.000000 Penalty: 4297.545410
	Iteration 44Q: 3 clusters Score -1073049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1073049.500000 Penalty: 4297.545410
	Iteration 45Q: 3 clusters Score -1073050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1073050.625000 Penalty: 4297.545410
	Iteration 46Q: 3 clusters Score -1073051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1073053.500000 Penalty: 4297.545410
	Iteration 47Q: 3 clusters Score -1073054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1073053.500000 Penalty: 4297.545410
	Iteration 48F: 3 clusters Score -1073054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Entering Unmasked Estep 
Score: -8686193.000000 Penalty: 2663.288574
	Iteration 0F: 2 clusters Score -8686193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -8657339.000000 Penalty: 5326.577148
	Iteration 0F: 3 clusters Score -8657339 nChanged 21211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -8669187.000000 Penalty: 5326.577148
	Iteration 1F: 3 clusters Score -8669187 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -8669955.000000 Penalty: 5326.577148
	Iteration 2Q: 3 clusters Score -8669955 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -8670752.000000 Penalty: 5326.577148
	Iteration 3Q: 3 clusters Score -8670752 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -8671708.000000 Penalty: 5326.577148
	Iteration 4F: 3 clusters Score -8671708 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -8672779.000000 Penalty: 5326.577148
	Iteration 5F: 3 clusters Score -8672779 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -8674131.000000 Penalty: 5326.577148
	Iteration 6F: 3 clusters Score -8674131 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -8675623.000000 Penalty: 5326.577148
	Iteration 7F: 3 clusters Score -8675623 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -8677373.000000 Penalty: 5326.577148
	Iteration 8F: 3 clusters Score -8677373 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -8679049.000000 Penalty: 5326.577148
	Iteration 9F: 3 clusters Score -8679049 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -8680882.000000 Penalty: 5326.577148
	Iteration 10F: 3 clusters Score -8680882 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -8682488.000000 Penalty: 5326.577148
	Iteration 11Q: 3 clusters Score -8682488 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8683372.000000 Penalty: 5326.577148
	Iteration 12Q: 3 clusters Score -8683372 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8683735.000000 Penalty: 5326.577148
	Iteration 13Q: 3 clusters Score -8683735 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8683834.000000 Penalty: 5326.577148
	Iteration 14Q: 3 clusters Score -8683834 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8683884.000000 Penalty: 5326.577148
	Iteration 15Q: 3 clusters Score -8683884 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8683916.000000 Penalty: 5326.577148
	Iteration 16Q: 3 clusters Score -8683916 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8683974.000000 Penalty: 5326.577148
	Iteration 17Q: 3 clusters Score -8683974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8684012.000000 Penalty: 5326.577148
	Iteration 18Q: 3 clusters Score -8684012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8684037.000000 Penalty: 5326.577148
	Iteration 19Q: 3 clusters Score -8684037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8684047.000000 Penalty: 5326.577148
	Iteration 20F: 3 clusters Score -8684047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8684049.000000 Penalty: 5326.577148
	Iteration 21Q: 3 clusters Score -8684049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8684055.000000 Penalty: 5326.577148
	Iteration 22Q: 3 clusters Score -8684055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8684061.000000 Penalty: 5326.577148
	Iteration 23Q: 3 clusters Score -8684061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8684056.000000 Penalty: 5326.577148
	Iteration 24Q: 3 clusters Score -8684056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8684061.000000 Penalty: 5326.577148
	Iteration 25Q: 3 clusters Score -8684061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8684060.000000 Penalty: 5326.577148
	Iteration 26Q: 3 clusters Score -8684060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8684060.000000 Penalty: 5326.577148
	Iteration 27F: 3 clusters Score -8684060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -60142.007812 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -60142.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59001.378906 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -59001.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59122.980469 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -59122.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59148.808594 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -59148.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59156.261719 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -59156.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59166.753906 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -59166.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59191.593750 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -59191.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59194.621094 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -59194.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59198.679688 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -59198.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -59201.144531 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -59201.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59204.359375 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -59204.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59211.710938 Penalty: 2793.081055
	Iteration 10Q: 3 clusters Score -59211.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -59221.417969 Penalty: 2793.081055
	Iteration 11Q: 3 clusters Score -59221.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59231.457031 Penalty: 2793.081055
	Iteration 12Q: 3 clusters Score -59231.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59240.613281 Penalty: 2793.081055
	Iteration 13Q: 3 clusters Score -59240.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59247.875000 Penalty: 2793.081055
	Iteration 14Q: 3 clusters Score -59247.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59271.312500 Penalty: 2793.081055
	Iteration 15Q: 3 clusters Score -59271.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59283.656250 Penalty: 2793.081055
	Iteration 16Q: 3 clusters Score -59283.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59283.656250 Penalty: 2793.081055
	Iteration 17F: 3 clusters Score -59283.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 46070 members 
Mstep: Class 4 contains 34943 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 48072 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43064 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 50813 members 
Mstep: Class 11 contains 47033 members 
Mstep: Class 12 contains 44657 members 
Mstep: Class 13 contains 49524 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44183 members 
Mstep: Class 16 contains 45625 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 52164 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5793 members 
Mstep: Class 21 contains 46123 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691784.000000 Penalty: 72451.218750
Iteration 199Q: 23 clusters Score -1.066918e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 46057 members 
Mstep: Class 4 contains 34928 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 48076 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 43021 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 50917 members 
Mstep: Class 11 contains 47039 members 
Mstep: Class 12 contains 44650 members 
Mstep: Class 13 contains 49528 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44170 members 
Mstep: Class 16 contains 45621 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 18 contains 52148 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5777 members 
Mstep: Class 21 contains 46125 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691760.000000 Penalty: 72451.218750
Iteration 200F: 23 clusters Score -1.066918e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46035 members 
Mstep: Class 4 contains 34912 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 48071 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 42966 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 51012 members 
Mstep: Class 11 contains 47033 members 
Mstep: Class 12 contains 44635 members 
Mstep: Class 13 contains 49545 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44197 members 
Mstep: Class 16 contains 45624 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 52150 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5763 members 
Mstep: Class 21 contains 46111 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691992.000000 Penalty: 72451.218750
Iteration 201Q: 23 clusters Score -1.06692e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46018 members 
Mstep: Class 4 contains 34880 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 48042 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 42918 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 51107 members 
Mstep: Class 11 contains 47049 members 
Mstep: Class 12 contains 44638 members 
Mstep: Class 13 contains 49557 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44230 members 
Mstep: Class 16 contains 45599 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 52160 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5749 members 
Mstep: Class 21 contains 46087 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691808.000000 Penalty: 72451.218750
Iteration 202Q: 23 clusters Score -1.066918e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46012 members 
Mstep: Class 4 contains 34853 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 48050 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 42868 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 51174 members 
Mstep: Class 11 contains 47101 members 
Mstep: Class 12 contains 44632 members 
Mstep: Class 13 contains 49574 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44227 members 
Mstep: Class 16 contains 45628 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 52149 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 46026 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691856.000000 Penalty: 72451.218750
Iteration 203Q: 23 clusters Score -1.066919e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46034 members 
Mstep: Class 4 contains 34822 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 48018 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 42849 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 51236 members 
Mstep: Class 11 contains 47156 members 
Mstep: Class 12 contains 44634 members 
Mstep: Class 13 contains 49566 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44199 members 
Mstep: Class 16 contains 45624 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 52154 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5721 members 
Mstep: Class 21 contains 46003 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691528.000000 Penalty: 72451.218750
Iteration 204Q: 23 clusters Score -1.066915e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46071 members 
Mstep: Class 4 contains 34807 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 47968 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 42852 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 51308 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 44637 members 
Mstep: Class 13 contains 49585 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44151 members 
Mstep: Class 16 contains 45600 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 52132 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5702 members 
Mstep: Class 21 contains 46013 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691472.000000 Penalty: 72451.218750
Iteration 205Q: 23 clusters Score -1.066915e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46078 members 
Mstep: Class 4 contains 34798 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 47942 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 42856 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 51374 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 44648 members 
Mstep: Class 13 contains 49596 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44135 members 
Mstep: Class 16 contains 45577 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 52110 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 46001 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691248.000000 Penalty: 72451.218750
Iteration 206Q: 23 clusters Score -1.066912e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46088 members 
Mstep: Class 4 contains 34781 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 47938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 42846 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 51455 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 44656 members 
Mstep: Class 13 contains 49615 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44136 members 
Mstep: Class 16 contains 45535 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 52091 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5655 members 
Mstep: Class 21 contains 45979 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691304.000000 Penalty: 72451.218750
Iteration 207Q: 23 clusters Score -1.066913e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46091 members 
Mstep: Class 4 contains 34760 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 47957 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 42859 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 51552 members 
Mstep: Class 11 contains 47238 members 
Mstep: Class 12 contains 44656 members 
Mstep: Class 13 contains 49638 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44143 members 
Mstep: Class 16 contains 45510 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 52047 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5635 members 
Mstep: Class 21 contains 45921 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691320.000000 Penalty: 72451.218750
Iteration 208Q: 23 clusters Score -1.066913e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46096 members 
Mstep: Class 4 contains 34703 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 47959 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 42846 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 51642 members 
Mstep: Class 11 contains 47228 members 
Mstep: Class 12 contains 44671 members 
Mstep: Class 13 contains 49656 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44128 members 
Mstep: Class 16 contains 45529 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 52027 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 45911 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691120.000000 Penalty: 72451.218750
Iteration 209Q: 23 clusters Score -1.066911e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 46104 members 
Mstep: Class 4 contains 34657 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 47960 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 51683 members 
Mstep: Class 11 contains 47244 members 
Mstep: Class 12 contains 44666 members 
Mstep: Class 13 contains 49702 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44111 members 
Mstep: Class 16 contains 45553 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 51984 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5614 members 
Mstep: Class 21 contains 45902 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691312.000000 Penalty: 72451.218750
Iteration 210Q: 23 clusters Score -1.066913e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 46108 members 
Mstep: Class 4 contains 34597 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 47953 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 42871 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 51735 members 
Mstep: Class 11 contains 47278 members 
Mstep: Class 12 contains 44673 members 
Mstep: Class 13 contains 49707 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44061 members 
Mstep: Class 16 contains 45553 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 51967 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 45907 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691536.000000 Penalty: 72451.218750
Iteration 211Q: 23 clusters Score -1.066915e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46101 members 
Mstep: Class 4 contains 34529 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 47960 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 42903 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 51758 members 
Mstep: Class 11 contains 47308 members 
Mstep: Class 12 contains 44676 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44049 members 
Mstep: Class 16 contains 45584 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 51959 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 45904 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691288.000000 Penalty: 72451.218750
Iteration 212Q: 23 clusters Score -1.066913e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46118 members 
Mstep: Class 4 contains 34485 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 47922 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 42954 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 51733 members 
Mstep: Class 11 contains 47336 members 
Mstep: Class 12 contains 44671 members 
Mstep: Class 13 contains 49732 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44056 members 
Mstep: Class 16 contains 45612 members 
Mstep: Class 17 contains 2661 members 
Mstep: Class 18 contains 51956 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 45904 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691424.000000 Penalty: 72451.218750
Iteration 213Q: 23 clusters Score -1.066914e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 46154 members 
Mstep: Class 4 contains 34440 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 47900 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 42979 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 51723 members 
Mstep: Class 11 contains 47348 members 
Mstep: Class 12 contains 44649 members 
Mstep: Class 13 contains 49733 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44064 members 
Mstep: Class 16 contains 45643 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 51962 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5544 members 
Mstep: Class 21 contains 45914 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691304.000000 Penalty: 72451.218750
Iteration 214Q: 23 clusters Score -1.066913e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46164 members 
Mstep: Class 4 contains 34388 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 47871 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 42997 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 51705 members 
Mstep: Class 11 contains 47380 members 
Mstep: Class 12 contains 44640 members 
Mstep: Class 13 contains 49763 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44054 members 
Mstep: Class 16 contains 45670 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 51960 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5533 members 
Mstep: Class 21 contains 45939 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691160.000000 Penalty: 72451.218750
Iteration 215Q: 23 clusters Score -1.066912e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46175 members 
Mstep: Class 4 contains 34336 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 47859 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 43058 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 51621 members 
Mstep: Class 11 contains 47429 members 
Mstep: Class 12 contains 44635 members 
Mstep: Class 13 contains 49787 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44052 members 
Mstep: Class 16 contains 45692 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 51988 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5515 members 
Mstep: Class 21 contains 45939 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691000.000000 Penalty: 72451.218750
Iteration 216Q: 23 clusters Score -1.06691e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46158 members 
Mstep: Class 4 contains 34295 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 47824 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 43161 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 51509 members 
Mstep: Class 11 contains 47435 members 
Mstep: Class 12 contains 44635 members 
Mstep: Class 13 contains 49810 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44063 members 
Mstep: Class 16 contains 45757 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 51999 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5491 members 
Mstep: Class 21 contains 45967 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690984.000000 Penalty: 72451.218750
Iteration 217Q: 23 clusters Score -1.06691e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46171 members 
Mstep: Class 4 contains 34262 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 47802 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 43266 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 51344 members 
Mstep: Class 11 contains 47423 members 
Mstep: Class 12 contains 44635 members 
Mstep: Class 13 contains 49793 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44083 members 
Mstep: Class 16 contains 45803 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 52055 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5480 members 
Mstep: Class 21 contains 46000 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691160.000000 Penalty: 72451.218750
Iteration 218Q: 23 clusters Score -1.066912e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 46165 members 
Mstep: Class 4 contains 34211 members 
Mstep: Class 5 contains 1359 members 
Mstep: Class 6 contains 47796 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 43399 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 51131 members 
Mstep: Class 11 contains 47461 members 
Mstep: Class 12 contains 44630 members 
Mstep: Class 13 contains 49800 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44089 members 
Mstep: Class 16 contains 45851 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 52090 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5476 members 
Mstep: Class 21 contains 46022 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691056.000000 Penalty: 72451.218750
Iteration 219Q: 23 clusters Score -1.066911e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 46176 members 
Mstep: Class 4 contains 34157 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 47778 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 43623 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 50802 members 
Mstep: Class 11 contains 47518 members 
Mstep: Class 12 contains 44616 members 
Mstep: Class 13 contains 49798 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44125 members 
Mstep: Class 16 contains 45912 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 52117 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5470 members 
Mstep: Class 21 contains 46032 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690696.000000 Penalty: 72451.218750
Iteration 220F: 23 clusters Score -1.066907e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 46206 members 
Mstep: Class 4 contains 34119 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 47805 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 43793 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 50510 members 
Mstep: Class 11 contains 47511 members 
Mstep: Class 12 contains 44622 members 
Mstep: Class 13 contains 49790 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44151 members 
Mstep: Class 16 contains 45962 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 52122 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5458 members 
Mstep: Class 21 contains 46066 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690656.000000 Penalty: 72451.218750
Iteration 221Q: 23 clusters Score -1.066907e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46231 members 
Mstep: Class 4 contains 34061 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 47813 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 43967 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 50246 members 
Mstep: Class 11 contains 47495 members 
Mstep: Class 12 contains 44617 members 
Mstep: Class 13 contains 49810 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44189 members 
Mstep: Class 16 contains 46016 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 52146 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5450 members 
Mstep: Class 21 contains 46079 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690704.000000 Penalty: 72451.218750
Iteration 222Q: 23 clusters Score -1.066907e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46274 members 
Mstep: Class 4 contains 34008 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 47839 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 44166 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 49952 members 
Mstep: Class 11 contains 47508 members 
Mstep: Class 12 contains 44592 members 
Mstep: Class 13 contains 49828 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44200 members 
Mstep: Class 16 contains 46062 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 52189 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5443 members 
Mstep: Class 21 contains 46087 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690840.000000 Penalty: 72451.218750
Iteration 223Q: 23 clusters Score -1.066908e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46301 members 
Mstep: Class 4 contains 33963 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 47897 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 44304 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 49654 members 
Mstep: Class 11 contains 47528 members 
Mstep: Class 12 contains 44564 members 
Mstep: Class 13 contains 49822 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44234 members 
Mstep: Class 16 contains 46114 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 52263 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5444 members 
Mstep: Class 21 contains 46086 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691064.000000 Penalty: 72451.218750
Iteration 224Q: 23 clusters Score -1.066911e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46333 members 
Mstep: Class 4 contains 33909 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 47915 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 44450 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 49380 members 
Mstep: Class 11 contains 47506 members 
Mstep: Class 12 contains 44557 members 
Mstep: Class 13 contains 49822 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44270 members 
Mstep: Class 16 contains 46179 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 52304 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5449 members 
Mstep: Class 21 contains 46102 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691248.000000 Penalty: 72451.218750
Iteration 225Q: 23 clusters Score -1.066912e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 46355 members 
Mstep: Class 4 contains 33857 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 47947 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 44510 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 49102 members 
Mstep: Class 11 contains 47507 members 
Mstep: Class 12 contains 44552 members 
Mstep: Class 13 contains 49833 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44361 members 
Mstep: Class 16 contains 46235 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 52323 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5448 members 
Mstep: Class 21 contains 46148 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690744.000000 Penalty: 72451.218750
Iteration 226Q: 23 clusters Score -1.066907e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46369 members 
Mstep: Class 4 contains 33798 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 48003 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 44506 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48894 members 
Mstep: Class 11 contains 47458 members 
Mstep: Class 12 contains 44549 members 
Mstep: Class 13 contains 49838 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44442 members 
Mstep: Class 16 contains 46304 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 52383 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5447 members 
Mstep: Class 21 contains 46194 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690784.000000 Penalty: 72451.218750
Iteration 227Q: 23 clusters Score -1.066908e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46362 members 
Mstep: Class 4 contains 33746 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 48020 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 44517 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48745 members 
Mstep: Class 11 contains 47416 members 
Mstep: Class 12 contains 44544 members 
Mstep: Class 13 contains 49861 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44476 members 
Mstep: Class 16 contains 46380 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 52420 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5452 members 
Mstep: Class 21 contains 46244 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690664.000000 Penalty: 72451.218750
Iteration 228Q: 23 clusters Score -1.066907e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46344 members 
Mstep: Class 4 contains 33704 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 48052 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 44462 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48645 members 
Mstep: Class 11 contains 47388 members 
Mstep: Class 12 contains 44532 members 
Mstep: Class 13 contains 49861 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44507 members 
Mstep: Class 16 contains 46462 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 52485 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5455 members 
Mstep: Class 21 contains 46302 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691032.000000 Penalty: 72451.218750
Iteration 229Q: 23 clusters Score -1.06691e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46363 members 
Mstep: Class 4 contains 33658 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 48074 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 44357 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48612 members 
Mstep: Class 11 contains 47336 members 
Mstep: Class 12 contains 44524 members 
Mstep: Class 13 contains 49858 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44526 members 
Mstep: Class 16 contains 46559 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 52538 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5455 members 
Mstep: Class 21 contains 46362 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690832.000000 Penalty: 72451.218750
Iteration 230Q: 23 clusters Score -1.066908e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46362 members 
Mstep: Class 4 contains 33596 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 48100 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 44289 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48561 members 
Mstep: Class 11 contains 47296 members 
Mstep: Class 12 contains 44525 members 
Mstep: Class 13 contains 49884 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44525 members 
Mstep: Class 16 contains 46635 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 52573 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5460 members 
Mstep: Class 21 contains 46428 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691056.000000 Penalty: 72451.218750
Iteration 231Q: 23 clusters Score -1.066911e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46361 members 
Mstep: Class 4 contains 33555 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 48129 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 44218 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48507 members 
Mstep: Class 11 contains 47282 members 
Mstep: Class 12 contains 44513 members 
Mstep: Class 13 contains 49907 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44528 members 
Mstep: Class 16 contains 46699 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 52603 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5455 members 
Mstep: Class 21 contains 46470 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690952.000000 Penalty: 72451.218750
Iteration 232Q: 23 clusters Score -1.06691e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46363 members 
Mstep: Class 4 contains 33513 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 48156 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 44176 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48473 members 
Mstep: Class 11 contains 47260 members 
Mstep: Class 12 contains 44488 members 
Mstep: Class 13 contains 49930 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 44540 members 
Mstep: Class 16 contains 46736 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 52635 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5460 members 
Mstep: Class 21 contains 46496 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691392.000000 Penalty: 72451.218750
Iteration 233Q: 23 clusters Score -1.066914e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46361 members 
Mstep: Class 4 contains 33482 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 48155 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 44122 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48466 members 
Mstep: Class 11 contains 47235 members 
Mstep: Class 12 contains 44475 members 
Mstep: Class 13 contains 49958 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44573 members 
Mstep: Class 16 contains 46761 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 52657 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5455 members 
Mstep: Class 21 contains 46525 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691576.000000 Penalty: 72451.218750
Iteration 234Q: 23 clusters Score -1.066916e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46373 members 
Mstep: Class 4 contains 33448 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 48182 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 44050 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48433 members 
Mstep: Class 11 contains 47207 members 
Mstep: Class 12 contains 44461 members 
Mstep: Class 13 contains 49972 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44602 members 
Mstep: Class 16 contains 46796 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 52713 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5446 members 
Mstep: Class 21 contains 46555 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691696.000000 Penalty: 72451.218750
Iteration 235Q: 23 clusters Score -1.066917e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46391 members 
Mstep: Class 4 contains 33423 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 48187 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 44021 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48415 members 
Mstep: Class 11 contains 47173 members 
Mstep: Class 12 contains 44460 members 
Mstep: Class 13 contains 49986 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44602 members 
Mstep: Class 16 contains 46807 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 52751 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5441 members 
Mstep: Class 21 contains 46583 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691568.000000 Penalty: 72451.218750
Iteration 236Q: 23 clusters Score -1.066916e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46401 members 
Mstep: Class 4 contains 33391 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 48195 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 44016 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48395 members 
Mstep: Class 11 contains 47109 members 
Mstep: Class 12 contains 44468 members 
Mstep: Class 13 contains 50001 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44581 members 
Mstep: Class 16 contains 46834 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 52762 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5438 members 
Mstep: Class 21 contains 46652 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691760.000000 Penalty: 72451.218750
Iteration 237Q: 23 clusters Score -1.066918e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46400 members 
Mstep: Class 4 contains 33365 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 48224 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 44064 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48385 members 
Mstep: Class 11 contains 47042 members 
Mstep: Class 12 contains 44479 members 
Mstep: Class 13 contains 49995 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44596 members 
Mstep: Class 16 contains 46844 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 52755 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5442 members 
Mstep: Class 21 contains 46673 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691944.000000 Penalty: 72451.218750
Iteration 238Q: 23 clusters Score -1.066919e+08 nChanged 1619
Entering ConstructFrom: 
Score: -106691944.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (18705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Entering Unmasked Estep 
Score: -3463822.750000 Penalty: 2439.463379
	Iteration 0F: 2 clusters Score -3463823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3450590.250000 Penalty: 4878.926758
	Iteration 0F: 3 clusters Score -3450590 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3454844.750000 Penalty: 4878.926758
	Iteration 1F: 3 clusters Score -3454845 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3455249.000000 Penalty: 4878.926758
	Iteration 2F: 3 clusters Score -3455249 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3455629.750000 Penalty: 4878.926758
	Iteration 3Q: 3 clusters Score -3455630 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3456148.750000 Penalty: 4878.926758
	Iteration 4F: 3 clusters Score -3456149 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3456837.000000 Penalty: 4878.926758
	Iteration 5F: 3 clusters Score -3456837 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3457783.500000 Penalty: 4878.926758
	Iteration 6F: 3 clusters Score -3457784 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3458912.000000 Penalty: 4878.926758
	Iteration 7F: 3 clusters Score -3458912 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3460013.250000 Penalty: 4878.926758
	Iteration 8F: 3 clusters Score -3460013 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3461006.250000 Penalty: 4878.926758
	Iteration 9F: 3 clusters Score -3461006 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3461744.250000 Penalty: 4878.926758
	Iteration 10Q: 3 clusters Score -3461744 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3462165.500000 Penalty: 4878.926758
	Iteration 11Q: 3 clusters Score -3462166 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3462306.750000 Penalty: 4878.926758
	Iteration 12Q: 3 clusters Score -3462307 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3462367.500000 Penalty: 4878.926758
	Iteration 13Q: 3 clusters Score -3462368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3462409.750000 Penalty: 4878.926758
	Iteration 14Q: 3 clusters Score -3462410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3462428.000000 Penalty: 4878.926758
	Iteration 15Q: 3 clusters Score -3462428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3462434.750000 Penalty: 4878.926758
	Iteration 16Q: 3 clusters Score -3462435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3462446.000000 Penalty: 4878.926758
	Iteration 17Q: 3 clusters Score -3462446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3462454.750000 Penalty: 4878.926758
	Iteration 18Q: 3 clusters Score -3462455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3462454.250000 Penalty: 4878.926758
	Iteration 19Q: 3 clusters Score -3462454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3462454.000000 Penalty: 4878.926758
	Iteration 20F: 3 clusters Score -3462454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3462453.500000 Penalty: 4878.926758
	Iteration 21Q: 3 clusters Score -3462454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3462456.000000 Penalty: 4878.926758
	Iteration 22Q: 3 clusters Score -3462456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3462459.500000 Penalty: 4878.926758
	Iteration 23Q: 3 clusters Score -3462460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3462464.000000 Penalty: 4878.926758
	Iteration 24Q: 3 clusters Score -3462464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3462469.750000 Penalty: 4878.926758
	Iteration 25Q: 3 clusters Score -3462470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3462464.500000 Penalty: 4878.926758
	Iteration 26Q: 3 clusters Score -3462464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3462468.500000 Penalty: 4878.926758
	Iteration 27Q: 3 clusters Score -3462468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3462466.250000 Penalty: 4878.926758
	Iteration 28Q: 3 clusters Score -3462466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3462468.250000 Penalty: 4878.926758
	Iteration 29Q: 3 clusters Score -3462468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3462465.000000 Penalty: 4878.926758
	Iteration 30Q: 3 clusters Score -3462465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3462464.750000 Penalty: 4878.926758
	Iteration 31Q: 3 clusters Score -3462465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3462466.500000 Penalty: 4878.926758
	Iteration 32Q: 3 clusters Score -3462466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3462466.500000 Penalty: 4878.926758
	Iteration 33F: 3 clusters Score -3462466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -195413.078125 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -195413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -193361.343750 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -193361.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -193700.171875 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -193700.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -193827.453125 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -193827.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -193889.921875 Penalty: 3475.320801
	Iteration 3Q: 3 clusters Score -193889.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -193936.328125 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -193936.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -193961.906250 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -193961.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -193987.437500 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -193987.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -194008.875000 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -194008.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -194032.718750 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -194032.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -194060.906250 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -194060.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -194089.859375 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -194089.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -194119.078125 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -194119.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -194135.953125 Penalty: 3475.320801
	Iteration 12Q: 3 clusters Score -194136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -194142.671875 Penalty: 3475.320801
	Iteration 13Q: 3 clusters Score -194142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -194152.515625 Penalty: 3475.320801
	Iteration 14Q: 3 clusters Score -194152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -194159.187500 Penalty: 3475.320801
	Iteration 15Q: 3 clusters Score -194159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -194160.671875 Penalty: 3475.320801
	Iteration 16Q: 3 clusters Score -194160.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -194162.906250 Penalty: 3475.320801
	Iteration 17Q: 3 clusters Score -194162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -194165.281250 Penalty: 3475.320801
	Iteration 18Q: 3 clusters Score -194165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -194168.500000 Penalty: 3475.320801
	Iteration 19Q: 3 clusters Score -194168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -194171.937500 Penalty: 3475.320801
	Iteration 20F: 3 clusters Score -194171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -194174.750000 Penalty: 3475.320801
	Iteration 21Q: 3 clusters Score -194174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -194178.421875 Penalty: 3475.320801
	Iteration 22Q: 3 clusters Score -194178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -194178.421875 Penalty: 3475.320801
	Iteration 23F: 3 clusters Score -194178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Entering Unmasked Estep 
Score: -8605873.000000 Penalty: 2664.725342
	Iteration 0F: 2 clusters Score -8605873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -8576556.000000 Penalty: 5329.450684
	Iteration 0F: 3 clusters Score -8576556 nChanged 21185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -8588517.000000 Penalty: 5329.450684
	Iteration 1F: 3 clusters Score -8588517 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -8589418.000000 Penalty: 5329.450684
	Iteration 2Q: 3 clusters Score -8589418 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -8590493.000000 Penalty: 5329.450684
	Iteration 3Q: 3 clusters Score -8590493 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -8591821.000000 Penalty: 5329.450684
	Iteration 4Q: 3 clusters Score -8591821 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -8593443.000000 Penalty: 5329.450684
	Iteration 5F: 3 clusters Score -8593443 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -8595166.000000 Penalty: 5329.450684
	Iteration 6F: 3 clusters Score -8595166 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -8597101.000000 Penalty: 5329.450684
	Iteration 7F: 3 clusters Score -8597101 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -8598630.000000 Penalty: 5329.450684
	Iteration 8F: 3 clusters Score -8598630 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -8599545.000000 Penalty: 5329.450684
	Iteration 9Q: 3 clusters Score -8599545 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -8599893.000000 Penalty: 5329.450684
	Iteration 10Q: 3 clusters Score -8599893 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -8600040.000000 Penalty: 5329.450684
	Iteration 11Q: 3 clusters Score -8600040 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -8600115.000000 Penalty: 5329.450684
	Iteration 12Q: 3 clusters Score -8600115 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -8600151.000000 Penalty: 5329.450684
	Iteration 13Q: 3 clusters Score -8600151 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -8600163.000000 Penalty: 5329.450684
	Iteration 14Q: 3 clusters Score -8600163 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -8600184.000000 Penalty: 5329.450684
	Iteration 15Q: 3 clusters Score -8600184 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -8600202.000000 Penalty: 5329.450684
	Iteration 16Q: 3 clusters Score -8600202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -8600221.000000 Penalty: 5329.450684
	Iteration 17Q: 3 clusters Score -8600221 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -8600232.000000 Penalty: 5329.450684
	Iteration 18Q: 3 clusters Score -8600232 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -8600255.000000 Penalty: 5329.450684
	Iteration 19Q: 3 clusters Score -8600255 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -8600235.000000 Penalty: 5329.450684
	Iteration 20F: 3 clusters Score -8600235 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -8600259.000000 Penalty: 5329.450684
	Iteration 21Q: 3 clusters Score -8600259 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -8600268.000000 Penalty: 5329.450684
	Iteration 22Q: 3 clusters Score -8600268 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -8600263.000000 Penalty: 5329.450684
	Iteration 23Q: 3 clusters Score -8600263 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -8600272.000000 Penalty: 5329.450684
	Iteration 24Q: 3 clusters Score -8600272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -8600300.000000 Penalty: 5329.450684
	Iteration 25Q: 3 clusters Score -8600300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -8600322.000000 Penalty: 5329.450684
	Iteration 26Q: 3 clusters Score -8600322 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -8600312.000000 Penalty: 5329.450684
	Iteration 27Q: 3 clusters Score -8600312 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -8600334.000000 Penalty: 5329.450684
	Iteration 28Q: 3 clusters Score -8600334 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -8600322.000000 Penalty: 5329.450684
	Iteration 29Q: 3 clusters Score -8600322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -8600315.000000 Penalty: 5329.450684
	Iteration 30Q: 3 clusters Score -8600315 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -8600344.000000 Penalty: 5329.450684
	Iteration 31Q: 3 clusters Score -8600344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -8600365.000000 Penalty: 5329.450684
	Iteration 32Q: 3 clusters Score -8600365 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -8600372.000000 Penalty: 5329.450684
	Iteration 33Q: 3 clusters Score -8600372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -8600400.000000 Penalty: 5329.450684
	Iteration 34Q: 3 clusters Score -8600400 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -8600421.000000 Penalty: 5329.450684
	Iteration 35Q: 3 clusters Score -8600421 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -8600418.000000 Penalty: 5329.450684
	Iteration 36Q: 3 clusters Score -8600418 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -8600429.000000 Penalty: 5329.450684
	Iteration 37Q: 3 clusters Score -8600429 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -8600425.000000 Penalty: 5329.450684
	Iteration 38Q: 3 clusters Score -8600425 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -8600448.000000 Penalty: 5329.450684
	Iteration 39Q: 3 clusters Score -8600448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -8600436.000000 Penalty: 5329.450684
	Iteration 40F: 3 clusters Score -8600436 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -8600438.000000 Penalty: 5329.450684
	Iteration 41Q: 3 clusters Score -8600438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -8600449.000000 Penalty: 5329.450684
	Iteration 42Q: 3 clusters Score -8600449 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -8600452.000000 Penalty: 5329.450684
	Iteration 43Q: 3 clusters Score -8600452 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -8600441.000000 Penalty: 5329.450684
	Iteration 44Q: 3 clusters Score -8600441 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8600478.000000 Penalty: 5329.450684
	Iteration 45Q: 3 clusters Score -8600478 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -8600490.000000 Penalty: 5329.450684
	Iteration 46Q: 3 clusters Score -8600490 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -8600494.000000 Penalty: 5329.450684
	Iteration 47Q: 3 clusters Score -8600494 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -8600512.000000 Penalty: 5329.450684
	Iteration 48Q: 3 clusters Score -8600512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8600513.000000 Penalty: 5329.450684
	Iteration 49Q: 3 clusters Score -8600513 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -8600508.000000 Penalty: 5329.450684
	Iteration 50Q: 3 clusters Score -8600508 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -8600538.000000 Penalty: 5329.450684
	Iteration 51Q: 3 clusters Score -8600538 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -8600544.000000 Penalty: 5329.450684
	Iteration 52Q: 3 clusters Score -8600544 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -8600543.000000 Penalty: 5329.450684
	Iteration 53Q: 3 clusters Score -8600543 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -8600564.000000 Penalty: 5329.450684
	Iteration 54Q: 3 clusters Score -8600564 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -8600563.000000 Penalty: 5329.450684
	Iteration 55Q: 3 clusters Score -8600563 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -8600580.000000 Penalty: 5329.450684
	Iteration 56Q: 3 clusters Score -8600580 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -8600606.000000 Penalty: 5329.450684
	Iteration 57Q: 3 clusters Score -8600606 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -8600635.000000 Penalty: 5329.450684
	Iteration 58Q: 3 clusters Score -8600635 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -8600650.000000 Penalty: 5329.450684
	Iteration 59Q: 3 clusters Score -8600650 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -8600653.000000 Penalty: 5329.450684
	Iteration 60F: 3 clusters Score -8600653 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -8600703.000000 Penalty: 5329.450684
	Iteration 61Q: 3 clusters Score -8600703 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -8600744.000000 Penalty: 5329.450684
	Iteration 62Q: 3 clusters Score -8600744 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -8600767.000000 Penalty: 5329.450684
	Iteration 63Q: 3 clusters Score -8600767 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -8600810.000000 Penalty: 5329.450684
	Iteration 64Q: 3 clusters Score -8600810 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -8600871.000000 Penalty: 5329.450684
	Iteration 65Q: 3 clusters Score -8600871 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8600979.000000 Penalty: 5329.450684
	Iteration 66Q: 3 clusters Score -8600979 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -8601110.000000 Penalty: 5329.450684
	Iteration 67Q: 3 clusters Score -8601110 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -8601228.000000 Penalty: 5329.450684
	Iteration 68Q: 3 clusters Score -8601228 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -8601325.000000 Penalty: 5329.450684
	Iteration 69Q: 3 clusters Score -8601325 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -8601455.000000 Penalty: 5329.450684
	Iteration 70Q: 3 clusters Score -8601455 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -8601550.000000 Penalty: 5329.450684
	Iteration 71Q: 3 clusters Score -8601550 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -8601694.000000 Penalty: 5329.450684
	Iteration 72Q: 3 clusters Score -8601694 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -8601806.000000 Penalty: 5329.450684
	Iteration 73Q: 3 clusters Score -8601806 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -8601933.000000 Penalty: 5329.450684
	Iteration 74Q: 3 clusters Score -8601933 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -8602020.000000 Penalty: 5329.450684
	Iteration 75Q: 3 clusters Score -8602020 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -8602145.000000 Penalty: 5329.450684
	Iteration 76Q: 3 clusters Score -8602145 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -8602297.000000 Penalty: 5329.450684
	Iteration 77Q: 3 clusters Score -8602297 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -8602466.000000 Penalty: 5329.450684
	Iteration 78Q: 3 clusters Score -8602466 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -8602593.000000 Penalty: 5329.450684
	Iteration 79Q: 3 clusters Score -8602593 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -8602719.000000 Penalty: 5329.450684
	Iteration 80F: 3 clusters Score -8602719 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -8602795.000000 Penalty: 5329.450684
	Iteration 81Q: 3 clusters Score -8602795 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -8602923.000000 Penalty: 5329.450684
	Iteration 82Q: 3 clusters Score -8602923 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -8602998.000000 Penalty: 5329.450684
	Iteration 83Q: 3 clusters Score -8602998 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -8603083.000000 Penalty: 5329.450684
	Iteration 84Q: 3 clusters Score -8603083 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -8603191.000000 Penalty: 5329.450684
	Iteration 85Q: 3 clusters Score -8603191 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -8603286.000000 Penalty: 5329.450684
	Iteration 86Q: 3 clusters Score -8603286 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -8603386.000000 Penalty: 5329.450684
	Iteration 87Q: 3 clusters Score -8603386 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -8603456.000000 Penalty: 5329.450684
	Iteration 88Q: 3 clusters Score -8603456 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -8603542.000000 Penalty: 5329.450684
	Iteration 89Q: 3 clusters Score -8603542 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -8603635.000000 Penalty: 5329.450684
	Iteration 90Q: 3 clusters Score -8603635 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -8603703.000000 Penalty: 5329.450684
	Iteration 91Q: 3 clusters Score -8603703 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -8603802.000000 Penalty: 5329.450684
	Iteration 92Q: 3 clusters Score -8603802 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -8603868.000000 Penalty: 5329.450684
	Iteration 93Q: 3 clusters Score -8603868 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -8603926.000000 Penalty: 5329.450684
	Iteration 94Q: 3 clusters Score -8603926 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -8604046.000000 Penalty: 5329.450684
	Iteration 95Q: 3 clusters Score -8604046 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -8604130.000000 Penalty: 5329.450684
	Iteration 96Q: 3 clusters Score -8604130 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -8604198.000000 Penalty: 5329.450684
	Iteration 97Q: 3 clusters Score -8604198 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -8604247.000000 Penalty: 5329.450684
	Iteration 98Q: 3 clusters Score -8604247 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -8604296.000000 Penalty: 5329.450684
	Iteration 99Q: 3 clusters Score -8604296 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -8604329.000000 Penalty: 5329.450684
	Iteration 100F: 3 clusters Score -8604329 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -8604357.000000 Penalty: 5329.450684
	Iteration 101Q: 3 clusters Score -8604357 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -8604417.000000 Penalty: 5329.450684
	Iteration 102Q: 3 clusters Score -8604417 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -8604493.000000 Penalty: 5329.450684
	Iteration 103Q: 3 clusters Score -8604493 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -8604553.000000 Penalty: 5329.450684
	Iteration 104Q: 3 clusters Score -8604553 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -8604576.000000 Penalty: 5329.450684
	Iteration 105Q: 3 clusters Score -8604576 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -8604642.000000 Penalty: 5329.450684
	Iteration 106Q: 3 clusters Score -8604642 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -8604704.000000 Penalty: 5329.450684
	Iteration 107Q: 3 clusters Score -8604704 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -8604768.000000 Penalty: 5329.450684
	Iteration 108Q: 3 clusters Score -8604768 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -8604824.000000 Penalty: 5329.450684
	Iteration 109Q: 3 clusters Score -8604824 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -8604898.000000 Penalty: 5329.450684
	Iteration 110Q: 3 clusters Score -8604898 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -8604972.000000 Penalty: 5329.450684
	Iteration 111Q: 3 clusters Score -8604972 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -8605011.000000 Penalty: 5329.450684
	Iteration 112Q: 3 clusters Score -8605011 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -8605039.000000 Penalty: 5329.450684
	Iteration 113Q: 3 clusters Score -8605039 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -8605056.000000 Penalty: 5329.450684
	Iteration 114Q: 3 clusters Score -8605056 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -8605078.000000 Penalty: 5329.450684
	Iteration 115Q: 3 clusters Score -8605078 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -8605083.000000 Penalty: 5329.450684
	Iteration 116Q: 3 clusters Score -8605083 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -8605091.000000 Penalty: 5329.450684
	Iteration 117Q: 3 clusters Score -8605091 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -8605087.000000 Penalty: 5329.450684
	Iteration 118Q: 3 clusters Score -8605087 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8605104.000000 Penalty: 5329.450684
	Iteration 119Q: 3 clusters Score -8605104 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -8605085.000000 Penalty: 5329.450684
	Iteration 120F: 3 clusters Score -8605085 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8605105.000000 Penalty: 5329.450684
	Iteration 121Q: 3 clusters Score -8605105 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -8605123.000000 Penalty: 5329.450684
	Iteration 122Q: 3 clusters Score -8605123 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -8605132.000000 Penalty: 5329.450684
	Iteration 123Q: 3 clusters Score -8605132 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8605122.000000 Penalty: 5329.450684
	Iteration 124Q: 3 clusters Score -8605122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -8605130.000000 Penalty: 5329.450684
	Iteration 125Q: 3 clusters Score -8605130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -8605125.000000 Penalty: 5329.450684
	Iteration 126Q: 3 clusters Score -8605125 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -8605125.000000 Penalty: 5329.450684
	Iteration 127Q: 3 clusters Score -8605125 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8605107.000000 Penalty: 5329.450684
	Iteration 128Q: 3 clusters Score -8605107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8605129.000000 Penalty: 5329.450684
	Iteration 129Q: 3 clusters Score -8605129 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8605143.000000 Penalty: 5329.450684
	Iteration 130Q: 3 clusters Score -8605143 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -8605110.000000 Penalty: 5329.450684
	Iteration 131Q: 3 clusters Score -8605110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8605115.000000 Penalty: 5329.450684
	Iteration 132Q: 3 clusters Score -8605115 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8605119.000000 Penalty: 5329.450684
	Iteration 133Q: 3 clusters Score -8605119 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8605085.000000 Penalty: 5329.450684
	Iteration 134Q: 3 clusters Score -8605085 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8605073.000000 Penalty: 5329.450684
	Iteration 135Q: 3 clusters Score -8605073 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -8605050.000000 Penalty: 5329.450684
	Iteration 136Q: 3 clusters Score -8605050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8605032.000000 Penalty: 5329.450684
	Iteration 137Q: 3 clusters Score -8605032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8605025.000000 Penalty: 5329.450684
	Iteration 138Q: 3 clusters Score -8605025 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8605015.000000 Penalty: 5329.450684
	Iteration 139Q: 3 clusters Score -8605015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8605003.000000 Penalty: 5329.450684
	Iteration 140F: 3 clusters Score -8605003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8604993.000000 Penalty: 5329.450684
	Iteration 141Q: 3 clusters Score -8604993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8604982.000000 Penalty: 5329.450684
	Iteration 142Q: 3 clusters Score -8604982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8604997.000000 Penalty: 5329.450684
	Iteration 143Q: 3 clusters Score -8604997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8604986.000000 Penalty: 5329.450684
	Iteration 144Q: 3 clusters Score -8604986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8604976.000000 Penalty: 5329.450684
	Iteration 145Q: 3 clusters Score -8604976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8604968.000000 Penalty: 5329.450684
	Iteration 146Q: 3 clusters Score -8604968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8604976.000000 Penalty: 5329.450684
	Iteration 147Q: 3 clusters Score -8604976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -8604959.000000 Penalty: 5329.450684
	Iteration 148Q: 3 clusters Score -8604959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8604961.000000 Penalty: 5329.450684
	Iteration 149Q: 3 clusters Score -8604961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8604947.000000 Penalty: 5329.450684
	Iteration 150Q: 3 clusters Score -8604947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8604950.000000 Penalty: 5329.450684
	Iteration 151Q: 3 clusters Score -8604950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8604947.000000 Penalty: 5329.450684
	Iteration 152Q: 3 clusters Score -8604947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8604947.000000 Penalty: 5329.450684
	Iteration 153Q: 3 clusters Score -8604947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8604945.000000 Penalty: 5329.450684
	Iteration 154Q: 3 clusters Score -8604945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8604942.000000 Penalty: 5329.450684
	Iteration 155Q: 3 clusters Score -8604942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8604942.000000 Penalty: 5329.450684
	Iteration 156F: 3 clusters Score -8604942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Entering Unmasked Estep 
Score: -6014690.500000 Penalty: 2582.895752
	Iteration 0F: 2 clusters Score -6014690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -5991942.500000 Penalty: 5165.791504
	Iteration 0F: 3 clusters Score -5991942 nChanged 15139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -6000118.000000 Penalty: 5165.791504
	Iteration 1F: 3 clusters Score -6000118 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -6000518.000000 Penalty: 5165.791504
	Iteration 2Q: 3 clusters Score -6000518 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -6000929.000000 Penalty: 5165.791504
	Iteration 3Q: 3 clusters Score -6000929 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -6001265.000000 Penalty: 5165.791504
	Iteration 4Q: 3 clusters Score -6001265 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -6001611.500000 Penalty: 5165.791504
	Iteration 5Q: 3 clusters Score -6001612 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -6002099.000000 Penalty: 5165.791504
	Iteration 6Q: 3 clusters Score -6002099 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -6002761.500000 Penalty: 5165.791504
	Iteration 7Q: 3 clusters Score -6002762 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -6003761.500000 Penalty: 5165.791504
	Iteration 8F: 3 clusters Score -6003762 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -6005139.500000 Penalty: 5165.791504
	Iteration 9F: 3 clusters Score -6005140 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -6006894.500000 Penalty: 5165.791504
	Iteration 10F: 3 clusters Score -6006894 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -6008768.000000 Penalty: 5165.791504
	Iteration 11F: 3 clusters Score -6008768 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -6010282.000000 Penalty: 5165.791504
	Iteration 12F: 3 clusters Score -6010282 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -6011350.000000 Penalty: 5165.791504
	Iteration 13Q: 3 clusters Score -6011350 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -6011925.000000 Penalty: 5165.791504
	Iteration 14Q: 3 clusters Score -6011925 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -6012275.500000 Penalty: 5165.791504
	Iteration 15Q: 3 clusters Score -6012276 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -6012453.000000 Penalty: 5165.791504
	Iteration 16Q: 3 clusters Score -6012453 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -6012536.500000 Penalty: 5165.791504
	Iteration 17Q: 3 clusters Score -6012536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -6012593.500000 Penalty: 5165.791504
	Iteration 18Q: 3 clusters Score -6012594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -6012624.500000 Penalty: 5165.791504
	Iteration 19Q: 3 clusters Score -6012624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -6012660.000000 Penalty: 5165.791504
	Iteration 20F: 3 clusters Score -6012660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -6012669.000000 Penalty: 5165.791504
	Iteration 21Q: 3 clusters Score -6012669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -6012676.500000 Penalty: 5165.791504
	Iteration 22Q: 3 clusters Score -6012676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -6012683.500000 Penalty: 5165.791504
	Iteration 23Q: 3 clusters Score -6012684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -6012673.000000 Penalty: 5165.791504
	Iteration 24Q: 3 clusters Score -6012673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -6012681.000000 Penalty: 5165.791504
	Iteration 25Q: 3 clusters Score -6012681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -6012684.000000 Penalty: 5165.791504
	Iteration 26Q: 3 clusters Score -6012684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -6012691.500000 Penalty: 5165.791504
	Iteration 27Q: 3 clusters Score -6012692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -6012690.000000 Penalty: 5165.791504
	Iteration 28Q: 3 clusters Score -6012690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -6012694.000000 Penalty: 5165.791504
	Iteration 29Q: 3 clusters Score -6012694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -6012702.500000 Penalty: 5165.791504
	Iteration 30Q: 3 clusters Score -6012702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -6012702.000000 Penalty: 5165.791504
	Iteration 31Q: 3 clusters Score -6012702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -6012701.500000 Penalty: 5165.791504
	Iteration 32Q: 3 clusters Score -6012702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -6012707.500000 Penalty: 5165.791504
	Iteration 33Q: 3 clusters Score -6012708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -6012700.000000 Penalty: 5165.791504
	Iteration 34Q: 3 clusters Score -6012700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -6012704.500000 Penalty: 5165.791504
	Iteration 35Q: 3 clusters Score -6012704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -6012705.500000 Penalty: 5165.791504
	Iteration 36Q: 3 clusters Score -6012706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -6012708.000000 Penalty: 5165.791504
	Iteration 37Q: 3 clusters Score -6012708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -6012708.000000 Penalty: 5165.791504
	Iteration 38F: 3 clusters Score -6012708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -216346.343750 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -216346.3 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 685 members 
Entering Unmasked Estep 
Score: -214201.265625 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -214201.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -214754.250000 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -214754.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -215113.843750 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -215113.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -215559.906250 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -215559.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -215916.515625 Penalty: 3576.932129
	Iteration 4F: 3 clusters Score -215916.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -216140.328125 Penalty: 3576.932129
	Iteration 5F: 3 clusters Score -216140.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -216257.781250 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -216257.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -216314.062500 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -216314.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -216334.562500 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -216334.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -216348.250000 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -216348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -216365.531250 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -216365.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -216379.625000 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -216379.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -216388.390625 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -216388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -216393.093750 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -216393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -216398.703125 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -216398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -216402.843750 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -216402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -216405.828125 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -216405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -216408.984375 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -216409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -216408.984375 Penalty: 3576.932129
	Iteration 18F: 3 clusters Score -216409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46391 members 
Mstep: Class 4 contains 33353 members 
Mstep: Class 5 contains 727 members 
Mstep: Class 6 contains 48251 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44122 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48405 members 
Mstep: Class 11 contains 46991 members 
Mstep: Class 12 contains 44499 members 
Mstep: Class 13 contains 49979 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44580 members 
Mstep: Class 16 contains 46807 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 52746 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5441 members 
Mstep: Class 21 contains 46721 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 628 members 
Entering Unmasked Estep 
Score: -106690672.000000 Penalty: 75744.453125
Splitting cluster 5 changes total score from -106691944.000000 to -106690672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (48251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Entering Unmasked Estep 
Score: -9007263.000000 Penalty: 2674.474609
	Iteration 0F: 2 clusters Score -9007263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -8977777.000000 Penalty: 5348.949219
	Iteration 0F: 3 clusters Score -8977777 nChanged 22106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -8990076.000000 Penalty: 5348.949219
	Iteration 1F: 3 clusters Score -8990076 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -8990658.000000 Penalty: 5348.949219
	Iteration 2Q: 3 clusters Score -8990658 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -8991232.000000 Penalty: 5348.949219
	Iteration 3Q: 3 clusters Score -8991232 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -8991898.000000 Penalty: 5348.949219
	Iteration 4Q: 3 clusters Score -8991898 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -8992732.000000 Penalty: 5348.949219
	Iteration 5Q: 3 clusters Score -8992732 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -8993976.000000 Penalty: 5348.949219
	Iteration 6F: 3 clusters Score -8993976 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -8995660.000000 Penalty: 5348.949219
	Iteration 7F: 3 clusters Score -8995660 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -8997679.000000 Penalty: 5348.949219
	Iteration 8F: 3 clusters Score -8997679 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -8999731.000000 Penalty: 5348.949219
	Iteration 9F: 3 clusters Score -8999731 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -9001539.000000 Penalty: 5348.949219
	Iteration 10Q: 3 clusters Score -9001539 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -9002851.000000 Penalty: 5348.949219
	Iteration 11Q: 3 clusters Score -9002851 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -9003682.000000 Penalty: 5348.949219
	Iteration 12Q: 3 clusters Score -9003682 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -9004190.000000 Penalty: 5348.949219
	Iteration 13Q: 3 clusters Score -9004190 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -9004495.000000 Penalty: 5348.949219
	Iteration 14Q: 3 clusters Score -9004495 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9004681.000000 Penalty: 5348.949219
	Iteration 15Q: 3 clusters Score -9004681 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9004746.000000 Penalty: 5348.949219
	Iteration 16Q: 3 clusters Score -9004746 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9004872.000000 Penalty: 5348.949219
	Iteration 17Q: 3 clusters Score -9004872 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9004985.000000 Penalty: 5348.949219
	Iteration 18Q: 3 clusters Score -9004985 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9005036.000000 Penalty: 5348.949219
	Iteration 19Q: 3 clusters Score -9005036 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9005081.000000 Penalty: 5348.949219
	Iteration 20F: 3 clusters Score -9005081 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9005113.000000 Penalty: 5348.949219
	Iteration 21Q: 3 clusters Score -9005113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9005125.000000 Penalty: 5348.949219
	Iteration 22Q: 3 clusters Score -9005125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9005154.000000 Penalty: 5348.949219
	Iteration 23Q: 3 clusters Score -9005154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9005177.000000 Penalty: 5348.949219
	Iteration 24Q: 3 clusters Score -9005177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9005186.000000 Penalty: 5348.949219
	Iteration 25Q: 3 clusters Score -9005186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9005179.000000 Penalty: 5348.949219
	Iteration 26Q: 3 clusters Score -9005179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9005187.000000 Penalty: 5348.949219
	Iteration 27Q: 3 clusters Score -9005187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9005192.000000 Penalty: 5348.949219
	Iteration 28Q: 3 clusters Score -9005192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9005190.000000 Penalty: 5348.949219
	Iteration 29Q: 3 clusters Score -9005190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9005184.000000 Penalty: 5348.949219
	Iteration 30Q: 3 clusters Score -9005184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9005182.000000 Penalty: 5348.949219
	Iteration 31Q: 3 clusters Score -9005182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9005182.000000 Penalty: 5348.949219
	Iteration 32F: 3 clusters Score -9005182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -55649.816406 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -55649.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54353.984375 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -54353.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -54527.261719 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -54527.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54566.031250 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -54566.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54595.574219 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -54595.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54619.093750 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -54619.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54629.250000 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -54629.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54646.113281 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -54646.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54660.421875 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -54660.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54671.007812 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -54671.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54674.503906 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -54674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54680.722656 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -54680.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54685.781250 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -54685.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54689.359375 Penalty: 2871.820312
	Iteration 12Q: 3 clusters Score -54689.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54689.359375 Penalty: 2871.820312
	Iteration 13F: 3 clusters Score -54689.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Entering Unmasked Estep 
Score: -8179692.500000 Penalty: 2652.289062
	Iteration 0F: 2 clusters Score -8179692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -8150548.500000 Penalty: 5304.578125
	Iteration 0F: 3 clusters Score -8150548 nChanged 20362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -8162002.000000 Penalty: 5304.578125
	Iteration 1F: 3 clusters Score -8162002 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -8162804.500000 Penalty: 5304.578125
	Iteration 2Q: 3 clusters Score -8162804 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -8163832.000000 Penalty: 5304.578125
	Iteration 3F: 3 clusters Score -8163832 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -8164920.500000 Penalty: 5304.578125
	Iteration 4F: 3 clusters Score -8164920 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -8166550.500000 Penalty: 5304.578125
	Iteration 5F: 3 clusters Score -8166550 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -8168666.000000 Penalty: 5304.578125
	Iteration 6F: 3 clusters Score -8168666 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -8171209.000000 Penalty: 5304.578125
	Iteration 7F: 3 clusters Score -8171209 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -8173430.500000 Penalty: 5304.578125
	Iteration 8F: 3 clusters Score -8173430 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -8175017.000000 Penalty: 5304.578125
	Iteration 9Q: 3 clusters Score -8175017 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -8175930.500000 Penalty: 5304.578125
	Iteration 10Q: 3 clusters Score -8175930 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -8176471.500000 Penalty: 5304.578125
	Iteration 11Q: 3 clusters Score -8176472 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -8176826.000000 Penalty: 5304.578125
	Iteration 12Q: 3 clusters Score -8176826 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -8177110.500000 Penalty: 5304.578125
	Iteration 13Q: 3 clusters Score -8177110 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -8177327.000000 Penalty: 5304.578125
	Iteration 14Q: 3 clusters Score -8177327 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8177516.500000 Penalty: 5304.578125
	Iteration 15Q: 3 clusters Score -8177516 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8177664.000000 Penalty: 5304.578125
	Iteration 16Q: 3 clusters Score -8177664 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8177765.000000 Penalty: 5304.578125
	Iteration 17Q: 3 clusters Score -8177765 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8177850.500000 Penalty: 5304.578125
	Iteration 18Q: 3 clusters Score -8177850 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8177907.500000 Penalty: 5304.578125
	Iteration 19Q: 3 clusters Score -8177908 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8177926.500000 Penalty: 5304.578125
	Iteration 20F: 3 clusters Score -8177926 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8177944.000000 Penalty: 5304.578125
	Iteration 21Q: 3 clusters Score -8177944 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8177956.000000 Penalty: 5304.578125
	Iteration 22Q: 3 clusters Score -8177956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8177981.500000 Penalty: 5304.578125
	Iteration 23Q: 3 clusters Score -8177982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8177977.000000 Penalty: 5304.578125
	Iteration 24Q: 3 clusters Score -8177977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8177968.000000 Penalty: 5304.578125
	Iteration 25Q: 3 clusters Score -8177968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8177981.500000 Penalty: 5304.578125
	Iteration 26Q: 3 clusters Score -8177982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8177981.000000 Penalty: 5304.578125
	Iteration 27Q: 3 clusters Score -8177981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8177997.500000 Penalty: 5304.578125
	Iteration 28Q: 3 clusters Score -8177998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8177987.500000 Penalty: 5304.578125
	Iteration 29Q: 3 clusters Score -8177988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8177988.000000 Penalty: 5304.578125
	Iteration 30Q: 3 clusters Score -8177988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8177990.500000 Penalty: 5304.578125
	Iteration 31Q: 3 clusters Score -8177990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8177979.000000 Penalty: 5304.578125
	Iteration 32Q: 3 clusters Score -8177979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8177988.500000 Penalty: 5304.578125
	Iteration 33Q: 3 clusters Score -8177988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8177980.500000 Penalty: 5304.578125
	Iteration 34Q: 3 clusters Score -8177980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8177982.000000 Penalty: 5304.578125
	Iteration 35Q: 3 clusters Score -8177982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8177994.000000 Penalty: 5304.578125
	Iteration 36Q: 3 clusters Score -8177994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8178004.500000 Penalty: 5304.578125
	Iteration 37Q: 3 clusters Score -8178004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8177999.500000 Penalty: 5304.578125
	Iteration 38Q: 3 clusters Score -8178000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8178007.000000 Penalty: 5304.578125
	Iteration 39Q: 3 clusters Score -8178007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8178015.500000 Penalty: 5304.578125
	Iteration 40F: 3 clusters Score -8178016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8178024.000000 Penalty: 5304.578125
	Iteration 41Q: 3 clusters Score -8178024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8178036.000000 Penalty: 5304.578125
	Iteration 42Q: 3 clusters Score -8178036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8178032.000000 Penalty: 5304.578125
	Iteration 43Q: 3 clusters Score -8178032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8178032.000000 Penalty: 5304.578125
	Iteration 44Q: 3 clusters Score -8178032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8178030.000000 Penalty: 5304.578125
	Iteration 45Q: 3 clusters Score -8178030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8178029.500000 Penalty: 5304.578125
	Iteration 46Q: 3 clusters Score -8178030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8178028.500000 Penalty: 5304.578125
	Iteration 47Q: 3 clusters Score -8178028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8178038.000000 Penalty: 5304.578125
	Iteration 48Q: 3 clusters Score -8178038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8178032.500000 Penalty: 5304.578125
	Iteration 49Q: 3 clusters Score -8178032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8178040.000000 Penalty: 5304.578125
	Iteration 50Q: 3 clusters Score -8178040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8178042.500000 Penalty: 5304.578125
	Iteration 51Q: 3 clusters Score -8178042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8178037.000000 Penalty: 5304.578125
	Iteration 52Q: 3 clusters Score -8178037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8178030.500000 Penalty: 5304.578125
	Iteration 53Q: 3 clusters Score -8178030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8178028.500000 Penalty: 5304.578125
	Iteration 54Q: 3 clusters Score -8178028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8178026.500000 Penalty: 5304.578125
	Iteration 55Q: 3 clusters Score -8178026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8178022.000000 Penalty: 5304.578125
	Iteration 56Q: 3 clusters Score -8178022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8178021.000000 Penalty: 5304.578125
	Iteration 57Q: 3 clusters Score -8178021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8178024.500000 Penalty: 5304.578125
	Iteration 58Q: 3 clusters Score -8178024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8178027.500000 Penalty: 5304.578125
	Iteration 59Q: 3 clusters Score -8178028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8178026.000000 Penalty: 5304.578125
	Iteration 60F: 3 clusters Score -8178026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8178029.000000 Penalty: 5304.578125
	Iteration 61Q: 3 clusters Score -8178029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8178027.000000 Penalty: 5304.578125
	Iteration 62Q: 3 clusters Score -8178027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8178045.000000 Penalty: 5304.578125
	Iteration 63Q: 3 clusters Score -8178045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8178036.000000 Penalty: 5304.578125
	Iteration 64Q: 3 clusters Score -8178036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8178040.500000 Penalty: 5304.578125
	Iteration 65Q: 3 clusters Score -8178040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8178040.000000 Penalty: 5304.578125
	Iteration 66Q: 3 clusters Score -8178040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8178045.000000 Penalty: 5304.578125
	Iteration 67Q: 3 clusters Score -8178045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8178045.000000 Penalty: 5304.578125
	Iteration 68F: 3 clusters Score -8178045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -97432.125000 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -97432.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -95878.875000 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -95878.88 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96327.765625 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -96327.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96633.500000 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -96633.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -96869.367188 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -96869.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97028.406250 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -97028.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -97133.375000 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -97133.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97229.054688 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -97229.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97270.234375 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -97270.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97284.789062 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -97284.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -97314.468750 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -97314.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97350.539062 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -97350.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97401.609375 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -97401.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97426.281250 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -97426.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97445.476562 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -97445.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97471.484375 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -97471.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97501.890625 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -97501.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97506.273438 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -97506.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97515.882812 Penalty: 3216.379150
	Iteration 17F: 3 clusters Score -97515.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97556.257812 Penalty: 3216.379150
	Iteration 18Q: 3 clusters Score -97556.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97573.125000 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -97573.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97581.906250 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -97581.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97594.398438 Penalty: 3216.379150
	Iteration 21Q: 3 clusters Score -97594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97595.726562 Penalty: 3216.379150
	Iteration 22Q: 3 clusters Score -97595.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97595.726562 Penalty: 3216.379150
	Iteration 23F: 3 clusters Score -97595.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46391 members 
Mstep: Class 4 contains 33353 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 48251 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44122 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 48405 members 
Mstep: Class 11 contains 46991 members 
Mstep: Class 12 contains 44499 members 
Mstep: Class 13 contains 49979 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44580 members 
Mstep: Class 16 contains 46807 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 52746 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5441 members 
Mstep: Class 21 contains 46721 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 331 members 
Entering Unmasked Estep 
Score: -106690544.000000 Penalty: 75744.453125
Splitting cluster 9 changes total score from -106691944.000000 to -106690544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (48405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Entering Unmasked Estep 
Score: -8902250.000000 Penalty: 2675.264893
	Iteration 0F: 2 clusters Score -8902250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -8870278.000000 Penalty: 5350.529785
	Iteration 0F: 3 clusters Score -8870278 nChanged 22493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -8882326.000000 Penalty: 5350.529785
	Iteration 1F: 3 clusters Score -8882326 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -8882871.000000 Penalty: 5350.529785
	Iteration 2Q: 3 clusters Score -8882871 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -8883270.000000 Penalty: 5350.529785
	Iteration 3Q: 3 clusters Score -8883270 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -8883690.000000 Penalty: 5350.529785
	Iteration 4Q: 3 clusters Score -8883690 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -8884228.000000 Penalty: 5350.529785
	Iteration 5Q: 3 clusters Score -8884228 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -8884869.000000 Penalty: 5350.529785
	Iteration 6Q: 3 clusters Score -8884869 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -8885679.000000 Penalty: 5350.529785
	Iteration 7Q: 3 clusters Score -8885679 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -8886722.000000 Penalty: 5350.529785
	Iteration 8Q: 3 clusters Score -8886722 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -8888174.000000 Penalty: 5350.529785
	Iteration 9Q: 3 clusters Score -8888174 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -8889896.000000 Penalty: 5350.529785
	Iteration 10F: 3 clusters Score -8889896 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -8891930.000000 Penalty: 5350.529785
	Iteration 11F: 3 clusters Score -8891930 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -8893604.000000 Penalty: 5350.529785
	Iteration 12F: 3 clusters Score -8893604 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -8894666.000000 Penalty: 5350.529785
	Iteration 13Q: 3 clusters Score -8894666 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -8895037.000000 Penalty: 5350.529785
	Iteration 14Q: 3 clusters Score -8895037 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -8895224.000000 Penalty: 5350.529785
	Iteration 15Q: 3 clusters Score -8895224 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -8895261.000000 Penalty: 5350.529785
	Iteration 16Q: 3 clusters Score -8895261 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -8895344.000000 Penalty: 5350.529785
	Iteration 17Q: 3 clusters Score -8895344 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -8895424.000000 Penalty: 5350.529785
	Iteration 18Q: 3 clusters Score -8895424 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -8895491.000000 Penalty: 5350.529785
	Iteration 19Q: 3 clusters Score -8895491 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -8895569.000000 Penalty: 5350.529785
	Iteration 20F: 3 clusters Score -8895569 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -8895650.000000 Penalty: 5350.529785
	Iteration 21Q: 3 clusters Score -8895650 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -8895696.000000 Penalty: 5350.529785
	Iteration 22Q: 3 clusters Score -8895696 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -8895768.000000 Penalty: 5350.529785
	Iteration 23Q: 3 clusters Score -8895768 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -8895905.000000 Penalty: 5350.529785
	Iteration 24Q: 3 clusters Score -8895905 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -8896002.000000 Penalty: 5350.529785
	Iteration 25Q: 3 clusters Score -8896002 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -8896098.000000 Penalty: 5350.529785
	Iteration 26Q: 3 clusters Score -8896098 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -8896217.000000 Penalty: 5350.529785
	Iteration 27Q: 3 clusters Score -8896217 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -8896364.000000 Penalty: 5350.529785
	Iteration 28Q: 3 clusters Score -8896364 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -8896495.000000 Penalty: 5350.529785
	Iteration 29Q: 3 clusters Score -8896495 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -8896666.000000 Penalty: 5350.529785
	Iteration 30Q: 3 clusters Score -8896666 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -8896833.000000 Penalty: 5350.529785
	Iteration 31Q: 3 clusters Score -8896833 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -8897052.000000 Penalty: 5350.529785
	Iteration 32Q: 3 clusters Score -8897052 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -8897221.000000 Penalty: 5350.529785
	Iteration 33Q: 3 clusters Score -8897221 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -8897445.000000 Penalty: 5350.529785
	Iteration 34Q: 3 clusters Score -8897445 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -8897599.000000 Penalty: 5350.529785
	Iteration 35Q: 3 clusters Score -8897599 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -8897787.000000 Penalty: 5350.529785
	Iteration 36Q: 3 clusters Score -8897787 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -8897960.000000 Penalty: 5350.529785
	Iteration 37Q: 3 clusters Score -8897960 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -8898156.000000 Penalty: 5350.529785
	Iteration 38Q: 3 clusters Score -8898156 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -8898364.000000 Penalty: 5350.529785
	Iteration 39Q: 3 clusters Score -8898364 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -8898573.000000 Penalty: 5350.529785
	Iteration 40F: 3 clusters Score -8898573 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -8898786.000000 Penalty: 5350.529785
	Iteration 41Q: 3 clusters Score -8898786 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -8898953.000000 Penalty: 5350.529785
	Iteration 42Q: 3 clusters Score -8898953 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -8899154.000000 Penalty: 5350.529785
	Iteration 43Q: 3 clusters Score -8899154 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -8899280.000000 Penalty: 5350.529785
	Iteration 44Q: 3 clusters Score -8899280 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -8899404.000000 Penalty: 5350.529785
	Iteration 45Q: 3 clusters Score -8899404 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8899467.000000 Penalty: 5350.529785
	Iteration 46Q: 3 clusters Score -8899467 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8899577.000000 Penalty: 5350.529785
	Iteration 47Q: 3 clusters Score -8899577 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8899648.000000 Penalty: 5350.529785
	Iteration 48Q: 3 clusters Score -8899648 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8899729.000000 Penalty: 5350.529785
	Iteration 49Q: 3 clusters Score -8899729 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8899778.000000 Penalty: 5350.529785
	Iteration 50Q: 3 clusters Score -8899778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8899823.000000 Penalty: 5350.529785
	Iteration 51Q: 3 clusters Score -8899823 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8899849.000000 Penalty: 5350.529785
	Iteration 52Q: 3 clusters Score -8899849 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8899860.000000 Penalty: 5350.529785
	Iteration 53Q: 3 clusters Score -8899860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8899879.000000 Penalty: 5350.529785
	Iteration 54Q: 3 clusters Score -8899879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8899894.000000 Penalty: 5350.529785
	Iteration 55Q: 3 clusters Score -8899894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8899919.000000 Penalty: 5350.529785
	Iteration 56Q: 3 clusters Score -8899919 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8899954.000000 Penalty: 5350.529785
	Iteration 57Q: 3 clusters Score -8899954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8899950.000000 Penalty: 5350.529785
	Iteration 58Q: 3 clusters Score -8899950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8899966.000000 Penalty: 5350.529785
	Iteration 59Q: 3 clusters Score -8899966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8899982.000000 Penalty: 5350.529785
	Iteration 60F: 3 clusters Score -8899982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8899994.000000 Penalty: 5350.529785
	Iteration 61Q: 3 clusters Score -8899994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8900016.000000 Penalty: 5350.529785
	Iteration 62Q: 3 clusters Score -8900016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8900014.000000 Penalty: 5350.529785
	Iteration 63Q: 3 clusters Score -8900014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8900024.000000 Penalty: 5350.529785
	Iteration 64Q: 3 clusters Score -8900024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8900019.000000 Penalty: 5350.529785
	Iteration 65Q: 3 clusters Score -8900019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8900002.000000 Penalty: 5350.529785
	Iteration 66Q: 3 clusters Score -8900002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8900002.000000 Penalty: 5350.529785
	Iteration 67Q: 3 clusters Score -8900002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8900020.000000 Penalty: 5350.529785
	Iteration 68Q: 3 clusters Score -8900020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8900028.000000 Penalty: 5350.529785
	Iteration 69Q: 3 clusters Score -8900028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8900033.000000 Penalty: 5350.529785
	Iteration 70Q: 3 clusters Score -8900033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8900045.000000 Penalty: 5350.529785
	Iteration 71Q: 3 clusters Score -8900045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8900047.000000 Penalty: 5350.529785
	Iteration 72Q: 3 clusters Score -8900047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8900053.000000 Penalty: 5350.529785
	Iteration 73Q: 3 clusters Score -8900053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8900059.000000 Penalty: 5350.529785
	Iteration 74Q: 3 clusters Score -8900059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8900066.000000 Penalty: 5350.529785
	Iteration 75Q: 3 clusters Score -8900066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8900059.000000 Penalty: 5350.529785
	Iteration 76Q: 3 clusters Score -8900059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8900057.000000 Penalty: 5350.529785
	Iteration 77Q: 3 clusters Score -8900057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8900060.000000 Penalty: 5350.529785
	Iteration 78Q: 3 clusters Score -8900060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8900059.000000 Penalty: 5350.529785
	Iteration 79Q: 3 clusters Score -8900059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8900057.000000 Penalty: 5350.529785
	Iteration 80F: 3 clusters Score -8900057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8900060.000000 Penalty: 5350.529785
	Iteration 81Q: 3 clusters Score -8900060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8900064.000000 Penalty: 5350.529785
	Iteration 82Q: 3 clusters Score -8900064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8900064.000000 Penalty: 5350.529785
	Iteration 83Q: 3 clusters Score -8900064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8900064.000000 Penalty: 5350.529785
	Iteration 84F: 3 clusters Score -8900064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Entering Unmasked Estep 
Score: -8684630.000000 Penalty: 2667.912354
	Iteration 0F: 2 clusters Score -8684630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -8655164.000000 Penalty: 5335.824707
	Iteration 0F: 3 clusters Score -8655164 nChanged 21446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -8666963.000000 Penalty: 5335.824707
	Iteration 1F: 3 clusters Score -8666963 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -8667377.000000 Penalty: 5335.824707
	Iteration 2Q: 3 clusters Score -8667377 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -8667858.000000 Penalty: 5335.824707
	Iteration 3Q: 3 clusters Score -8667858 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -8668325.000000 Penalty: 5335.824707
	Iteration 4Q: 3 clusters Score -8668325 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -8668867.000000 Penalty: 5335.824707
	Iteration 5Q: 3 clusters Score -8668867 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -8669584.000000 Penalty: 5335.824707
	Iteration 6Q: 3 clusters Score -8669584 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -8670577.000000 Penalty: 5335.824707
	Iteration 7Q: 3 clusters Score -8670577 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -8671999.000000 Penalty: 5335.824707
	Iteration 8Q: 3 clusters Score -8671999 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -8673884.000000 Penalty: 5335.824707
	Iteration 9F: 3 clusters Score -8673884 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -8675953.000000 Penalty: 5335.824707
	Iteration 10F: 3 clusters Score -8675953 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -8677870.000000 Penalty: 5335.824707
	Iteration 11F: 3 clusters Score -8677870 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -8679217.000000 Penalty: 5335.824707
	Iteration 12Q: 3 clusters Score -8679217 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -8680200.000000 Penalty: 5335.824707
	Iteration 13Q: 3 clusters Score -8680200 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -8680902.000000 Penalty: 5335.824707
	Iteration 14Q: 3 clusters Score -8680902 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -8681471.000000 Penalty: 5335.824707
	Iteration 15Q: 3 clusters Score -8681471 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -8681833.000000 Penalty: 5335.824707
	Iteration 16Q: 3 clusters Score -8681833 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -8682116.000000 Penalty: 5335.824707
	Iteration 17Q: 3 clusters Score -8682116 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -8682335.000000 Penalty: 5335.824707
	Iteration 18Q: 3 clusters Score -8682335 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -8682497.000000 Penalty: 5335.824707
	Iteration 19Q: 3 clusters Score -8682497 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -8682567.000000 Penalty: 5335.824707
	Iteration 20F: 3 clusters Score -8682567 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8682592.000000 Penalty: 5335.824707
	Iteration 21Q: 3 clusters Score -8682592 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -8682587.000000 Penalty: 5335.824707
	Iteration 22Q: 3 clusters Score -8682587 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -8682601.000000 Penalty: 5335.824707
	Iteration 23Q: 3 clusters Score -8682601 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -8682627.000000 Penalty: 5335.824707
	Iteration 24Q: 3 clusters Score -8682627 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -8682645.000000 Penalty: 5335.824707
	Iteration 25Q: 3 clusters Score -8682645 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8682646.000000 Penalty: 5335.824707
	Iteration 26Q: 3 clusters Score -8682646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8682653.000000 Penalty: 5335.824707
	Iteration 27Q: 3 clusters Score -8682653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8682650.000000 Penalty: 5335.824707
	Iteration 28Q: 3 clusters Score -8682650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -8682656.000000 Penalty: 5335.824707
	Iteration 29Q: 3 clusters Score -8682656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8682674.000000 Penalty: 5335.824707
	Iteration 30Q: 3 clusters Score -8682674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -8682684.000000 Penalty: 5335.824707
	Iteration 31Q: 3 clusters Score -8682684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -8682678.000000 Penalty: 5335.824707
	Iteration 32Q: 3 clusters Score -8682678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -8682685.000000 Penalty: 5335.824707
	Iteration 33Q: 3 clusters Score -8682685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -8682689.000000 Penalty: 5335.824707
	Iteration 34Q: 3 clusters Score -8682689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -8682699.000000 Penalty: 5335.824707
	Iteration 35Q: 3 clusters Score -8682699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -8682703.000000 Penalty: 5335.824707
	Iteration 36Q: 3 clusters Score -8682703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -8682700.000000 Penalty: 5335.824707
	Iteration 37Q: 3 clusters Score -8682700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -8682694.000000 Penalty: 5335.824707
	Iteration 38Q: 3 clusters Score -8682694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -8682700.000000 Penalty: 5335.824707
	Iteration 39Q: 3 clusters Score -8682700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -8682690.000000 Penalty: 5335.824707
	Iteration 40F: 3 clusters Score -8682690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -8682695.000000 Penalty: 5335.824707
	Iteration 41Q: 3 clusters Score -8682695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8682692.000000 Penalty: 5335.824707
	Iteration 42Q: 3 clusters Score -8682692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -8682691.000000 Penalty: 5335.824707
	Iteration 43Q: 3 clusters Score -8682691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -8682687.000000 Penalty: 5335.824707
	Iteration 44Q: 3 clusters Score -8682687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -8682690.000000 Penalty: 5335.824707
	Iteration 45Q: 3 clusters Score -8682690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -8682675.000000 Penalty: 5335.824707
	Iteration 46Q: 3 clusters Score -8682675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -8682676.000000 Penalty: 5335.824707
	Iteration 47Q: 3 clusters Score -8682676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -8682670.000000 Penalty: 5335.824707
	Iteration 48Q: 3 clusters Score -8682670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -8682674.000000 Penalty: 5335.824707
	Iteration 49Q: 3 clusters Score -8682674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -8682678.000000 Penalty: 5335.824707
	Iteration 50Q: 3 clusters Score -8682678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -8682676.000000 Penalty: 5335.824707
	Iteration 51Q: 3 clusters Score -8682676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -8682675.000000 Penalty: 5335.824707
	Iteration 52Q: 3 clusters Score -8682675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -8682669.000000 Penalty: 5335.824707
	Iteration 53Q: 3 clusters Score -8682669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -8682672.000000 Penalty: 5335.824707
	Iteration 54Q: 3 clusters Score -8682672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -8682674.000000 Penalty: 5335.824707
	Iteration 55Q: 3 clusters Score -8682674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -8682673.000000 Penalty: 5335.824707
	Iteration 56Q: 3 clusters Score -8682673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -8682677.000000 Penalty: 5335.824707
	Iteration 57Q: 3 clusters Score -8682677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -8682672.000000 Penalty: 5335.824707
	Iteration 58Q: 3 clusters Score -8682672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8682674.000000 Penalty: 5335.824707
	Iteration 59Q: 3 clusters Score -8682674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -8682675.000000 Penalty: 5335.824707
	Iteration 60F: 3 clusters Score -8682675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -8682681.000000 Penalty: 5335.824707
	Iteration 61Q: 3 clusters Score -8682681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -8682675.000000 Penalty: 5335.824707
	Iteration 62Q: 3 clusters Score -8682675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8682669.000000 Penalty: 5335.824707
	Iteration 63Q: 3 clusters Score -8682669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -8682676.000000 Penalty: 5335.824707
	Iteration 64Q: 3 clusters Score -8682676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -8682674.000000 Penalty: 5335.824707
	Iteration 65Q: 3 clusters Score -8682674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -8682674.000000 Penalty: 5335.824707
	Iteration 66Q: 3 clusters Score -8682674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -8682677.000000 Penalty: 5335.824707
	Iteration 67Q: 3 clusters Score -8682677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8682671.000000 Penalty: 5335.824707
	Iteration 68Q: 3 clusters Score -8682671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8682681.000000 Penalty: 5335.824707
	Iteration 69Q: 3 clusters Score -8682681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -8682680.000000 Penalty: 5335.824707
	Iteration 70Q: 3 clusters Score -8682680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -8682684.000000 Penalty: 5335.824707
	Iteration 71Q: 3 clusters Score -8682684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8682679.000000 Penalty: 5335.824707
	Iteration 72Q: 3 clusters Score -8682679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -8682674.000000 Penalty: 5335.824707
	Iteration 73Q: 3 clusters Score -8682674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -8682686.000000 Penalty: 5335.824707
	Iteration 74Q: 3 clusters Score -8682686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -8682688.000000 Penalty: 5335.824707
	Iteration 75Q: 3 clusters Score -8682688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -8682691.000000 Penalty: 5335.824707
	Iteration 76Q: 3 clusters Score -8682691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -8682691.000000 Penalty: 5335.824707
	Iteration 77F: 3 clusters Score -8682691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Entering Unmasked Estep 
Score: -8262439.500000 Penalty: 2654.399170
	Iteration 0F: 2 clusters Score -8262440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -8233241.000000 Penalty: 5308.798340
	Iteration 0F: 3 clusters Score -8233241 nChanged 20471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -8244378.500000 Penalty: 5308.798340
	Iteration 1F: 3 clusters Score -8244378 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -8244906.500000 Penalty: 5308.798340
	Iteration 2Q: 3 clusters Score -8244906 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -8245470.500000 Penalty: 5308.798340
	Iteration 3Q: 3 clusters Score -8245470 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -8246264.000000 Penalty: 5308.798340
	Iteration 4Q: 3 clusters Score -8246264 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -8247308.000000 Penalty: 5308.798340
	Iteration 5Q: 3 clusters Score -8247308 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -8248657.500000 Penalty: 5308.798340
	Iteration 6Q: 3 clusters Score -8248658 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -8250280.000000 Penalty: 5308.798340
	Iteration 7Q: 3 clusters Score -8250280 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -8252054.500000 Penalty: 5308.798340
	Iteration 8F: 3 clusters Score -8252054 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -8254008.500000 Penalty: 5308.798340
	Iteration 9F: 3 clusters Score -8254008 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -8255939.500000 Penalty: 5308.798340
	Iteration 10F: 3 clusters Score -8255940 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -8257495.000000 Penalty: 5308.798340
	Iteration 11F: 3 clusters Score -8257495 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -8258494.000000 Penalty: 5308.798340
	Iteration 12Q: 3 clusters Score -8258494 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -8258929.000000 Penalty: 5308.798340
	Iteration 13Q: 3 clusters Score -8258929 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -8259241.500000 Penalty: 5308.798340
	Iteration 14Q: 3 clusters Score -8259242 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -8259592.000000 Penalty: 5308.798340
	Iteration 15Q: 3 clusters Score -8259592 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -8259847.000000 Penalty: 5308.798340
	Iteration 16Q: 3 clusters Score -8259847 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -8260012.500000 Penalty: 5308.798340
	Iteration 17Q: 3 clusters Score -8260012 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -8260183.000000 Penalty: 5308.798340
	Iteration 18Q: 3 clusters Score -8260183 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -8260319.000000 Penalty: 5308.798340
	Iteration 19Q: 3 clusters Score -8260319 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -8260417.500000 Penalty: 5308.798340
	Iteration 20F: 3 clusters Score -8260418 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -8260423.000000 Penalty: 5308.798340
	Iteration 21Q: 3 clusters Score -8260423 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -8260452.000000 Penalty: 5308.798340
	Iteration 22Q: 3 clusters Score -8260452 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -8260460.000000 Penalty: 5308.798340
	Iteration 23Q: 3 clusters Score -8260460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -8260488.000000 Penalty: 5308.798340
	Iteration 24Q: 3 clusters Score -8260488 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -8260496.000000 Penalty: 5308.798340
	Iteration 25Q: 3 clusters Score -8260496 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -8260483.500000 Penalty: 5308.798340
	Iteration 26Q: 3 clusters Score -8260484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -8260472.000000 Penalty: 5308.798340
	Iteration 27Q: 3 clusters Score -8260472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -8260461.000000 Penalty: 5308.798340
	Iteration 28Q: 3 clusters Score -8260461 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -8260480.000000 Penalty: 5308.798340
	Iteration 29Q: 3 clusters Score -8260480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -8260459.000000 Penalty: 5308.798340
	Iteration 30Q: 3 clusters Score -8260459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -8260476.000000 Penalty: 5308.798340
	Iteration 31Q: 3 clusters Score -8260476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -8260478.500000 Penalty: 5308.798340
	Iteration 32Q: 3 clusters Score -8260478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -8260478.000000 Penalty: 5308.798340
	Iteration 33Q: 3 clusters Score -8260478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -8260467.500000 Penalty: 5308.798340
	Iteration 34Q: 3 clusters Score -8260468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -8260477.000000 Penalty: 5308.798340
	Iteration 35Q: 3 clusters Score -8260477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -8260476.500000 Penalty: 5308.798340
	Iteration 36Q: 3 clusters Score -8260476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -8260473.500000 Penalty: 5308.798340
	Iteration 37Q: 3 clusters Score -8260474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -8260482.500000 Penalty: 5308.798340
	Iteration 38Q: 3 clusters Score -8260482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -8260474.000000 Penalty: 5308.798340
	Iteration 39Q: 3 clusters Score -8260474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -8260469.000000 Penalty: 5308.798340
	Iteration 40F: 3 clusters Score -8260469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -8260472.500000 Penalty: 5308.798340
	Iteration 41Q: 3 clusters Score -8260472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -8260458.500000 Penalty: 5308.798340
	Iteration 42Q: 3 clusters Score -8260458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -8260461.500000 Penalty: 5308.798340
	Iteration 43Q: 3 clusters Score -8260462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -8260463.000000 Penalty: 5308.798340
	Iteration 44Q: 3 clusters Score -8260463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -8260468.500000 Penalty: 5308.798340
	Iteration 45Q: 3 clusters Score -8260468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -8260473.500000 Penalty: 5308.798340
	Iteration 46Q: 3 clusters Score -8260474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -8260477.000000 Penalty: 5308.798340
	Iteration 47Q: 3 clusters Score -8260477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -8260482.000000 Penalty: 5308.798340
	Iteration 48Q: 3 clusters Score -8260482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -8260478.500000 Penalty: 5308.798340
	Iteration 49Q: 3 clusters Score -8260478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -8260480.000000 Penalty: 5308.798340
	Iteration 50Q: 3 clusters Score -8260480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -8260475.000000 Penalty: 5308.798340
	Iteration 51Q: 3 clusters Score -8260475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -8260481.500000 Penalty: 5308.798340
	Iteration 52Q: 3 clusters Score -8260482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -8260478.500000 Penalty: 5308.798340
	Iteration 53Q: 3 clusters Score -8260478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -8260480.500000 Penalty: 5308.798340
	Iteration 54Q: 3 clusters Score -8260480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -8260481.500000 Penalty: 5308.798340
	Iteration 55Q: 3 clusters Score -8260482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -8260477.000000 Penalty: 5308.798340
	Iteration 56Q: 3 clusters Score -8260477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -8260483.500000 Penalty: 5308.798340
	Iteration 57Q: 3 clusters Score -8260484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -8260471.500000 Penalty: 5308.798340
	Iteration 58Q: 3 clusters Score -8260472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -8260473.000000 Penalty: 5308.798340
	Iteration 59Q: 3 clusters Score -8260473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -8260477.000000 Penalty: 5308.798340
	Iteration 60F: 3 clusters Score -8260477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -8260473.500000 Penalty: 5308.798340
	Iteration 61Q: 3 clusters Score -8260474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -8260477.500000 Penalty: 5308.798340
	Iteration 62Q: 3 clusters Score -8260478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -8260472.500000 Penalty: 5308.798340
	Iteration 63Q: 3 clusters Score -8260472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -8260470.000000 Penalty: 5308.798340
	Iteration 64Q: 3 clusters Score -8260470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -8260470.000000 Penalty: 5308.798340
	Iteration 65Q: 3 clusters Score -8260470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -8260468.000000 Penalty: 5308.798340
	Iteration 66Q: 3 clusters Score -8260468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -8260474.500000 Penalty: 5308.798340
	Iteration 67Q: 3 clusters Score -8260474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -8260470.500000 Penalty: 5308.798340
	Iteration 68Q: 3 clusters Score -8260470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -8260471.000000 Penalty: 5308.798340
	Iteration 69Q: 3 clusters Score -8260471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -8260472.000000 Penalty: 5308.798340
	Iteration 70Q: 3 clusters Score -8260472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -8260468.500000 Penalty: 5308.798340
	Iteration 71Q: 3 clusters Score -8260468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -8260464.000000 Penalty: 5308.798340
	Iteration 72Q: 3 clusters Score -8260464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -8260464.000000 Penalty: 5308.798340
	Iteration 73Q: 3 clusters Score -8260464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -8260464.000000 Penalty: 5308.798340
	Iteration 74F: 3 clusters Score -8260464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Entering Unmasked Estep 
Score: -9313460.000000 Penalty: 2683.200684
	Iteration 0F: 2 clusters Score -9313460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -9283501.000000 Penalty: 5366.401367
	Iteration 0F: 3 clusters Score -9283501 nChanged 23112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -9296226.000000 Penalty: 5366.401367
	Iteration 1F: 3 clusters Score -9296226 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -9296632.000000 Penalty: 5366.401367
	Iteration 2Q: 3 clusters Score -9296632 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -9297009.000000 Penalty: 5366.401367
	Iteration 3Q: 3 clusters Score -9297009 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -9297366.000000 Penalty: 5366.401367
	Iteration 4Q: 3 clusters Score -9297366 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -9297718.000000 Penalty: 5366.401367
	Iteration 5Q: 3 clusters Score -9297718 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -9298073.000000 Penalty: 5366.401367
	Iteration 6Q: 3 clusters Score -9298073 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -9298359.000000 Penalty: 5366.401367
	Iteration 7Q: 3 clusters Score -9298359 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -9298657.000000 Penalty: 5366.401367
	Iteration 8Q: 3 clusters Score -9298657 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -9298881.000000 Penalty: 5366.401367
	Iteration 9Q: 3 clusters Score -9298881 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -9299241.000000 Penalty: 5366.401367
	Iteration 10Q: 3 clusters Score -9299241 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -9299653.000000 Penalty: 5366.401367
	Iteration 11Q: 3 clusters Score -9299653 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -9300269.000000 Penalty: 5366.401367
	Iteration 12Q: 3 clusters Score -9300269 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -9301076.000000 Penalty: 5366.401367
	Iteration 13Q: 3 clusters Score -9301076 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -9302222.000000 Penalty: 5366.401367
	Iteration 14Q: 3 clusters Score -9302222 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -9303659.000000 Penalty: 5366.401367
	Iteration 15Q: 3 clusters Score -9303659 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -9305212.000000 Penalty: 5366.401367
	Iteration 16Q: 3 clusters Score -9305212 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -9306324.000000 Penalty: 5366.401367
	Iteration 17Q: 3 clusters Score -9306324 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -9306871.000000 Penalty: 5366.401367
	Iteration 18Q: 3 clusters Score -9306871 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -9307135.000000 Penalty: 5366.401367
	Iteration 19Q: 3 clusters Score -9307135 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -9307309.000000 Penalty: 5366.401367
	Iteration 20F: 3 clusters Score -9307309 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -9307582.000000 Penalty: 5366.401367
	Iteration 21Q: 3 clusters Score -9307582 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -9307870.000000 Penalty: 5366.401367
	Iteration 22Q: 3 clusters Score -9307870 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -9308101.000000 Penalty: 5366.401367
	Iteration 23Q: 3 clusters Score -9308101 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -9308369.000000 Penalty: 5366.401367
	Iteration 24Q: 3 clusters Score -9308369 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -9308777.000000 Penalty: 5366.401367
	Iteration 25Q: 3 clusters Score -9308777 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -9309185.000000 Penalty: 5366.401367
	Iteration 26Q: 3 clusters Score -9309185 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -9309600.000000 Penalty: 5366.401367
	Iteration 27Q: 3 clusters Score -9309600 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -9310111.000000 Penalty: 5366.401367
	Iteration 28Q: 3 clusters Score -9310111 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -9310555.000000 Penalty: 5366.401367
	Iteration 29Q: 3 clusters Score -9310555 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -9310956.000000 Penalty: 5366.401367
	Iteration 30Q: 3 clusters Score -9310956 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -9311285.000000 Penalty: 5366.401367
	Iteration 31Q: 3 clusters Score -9311285 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -9311607.000000 Penalty: 5366.401367
	Iteration 32Q: 3 clusters Score -9311607 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -9311668.000000 Penalty: 5366.401367
	Iteration 33Q: 3 clusters Score -9311668 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -9311665.000000 Penalty: 5366.401367
	Iteration 34Q: 3 clusters Score -9311665 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9311627.000000 Penalty: 5366.401367
	Iteration 35Q: 3 clusters Score -9311627 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9311586.000000 Penalty: 5366.401367
	Iteration 36Q: 3 clusters Score -9311586 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9311543.000000 Penalty: 5366.401367
	Iteration 37Q: 3 clusters Score -9311543 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9311505.000000 Penalty: 5366.401367
	Iteration 38Q: 3 clusters Score -9311505 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9311497.000000 Penalty: 5366.401367
	Iteration 39Q: 3 clusters Score -9311497 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9311554.000000 Penalty: 5366.401367
	Iteration 40F: 3 clusters Score -9311554 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9311533.000000 Penalty: 5366.401367
	Iteration 41Q: 3 clusters Score -9311533 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9311514.000000 Penalty: 5366.401367
	Iteration 42Q: 3 clusters Score -9311514 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9311504.000000 Penalty: 5366.401367
	Iteration 43Q: 3 clusters Score -9311504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9311493.000000 Penalty: 5366.401367
	Iteration 44Q: 3 clusters Score -9311493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9311481.000000 Penalty: 5366.401367
	Iteration 45Q: 3 clusters Score -9311481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9311477.000000 Penalty: 5366.401367
	Iteration 46Q: 3 clusters Score -9311477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9311469.000000 Penalty: 5366.401367
	Iteration 47Q: 3 clusters Score -9311469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9311474.000000 Penalty: 5366.401367
	Iteration 48Q: 3 clusters Score -9311474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9311476.000000 Penalty: 5366.401367
	Iteration 49Q: 3 clusters Score -9311476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9311452.000000 Penalty: 5366.401367
	Iteration 50Q: 3 clusters Score -9311452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9311469.000000 Penalty: 5366.401367
	Iteration 51Q: 3 clusters Score -9311469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9311468.000000 Penalty: 5366.401367
	Iteration 52Q: 3 clusters Score -9311468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9311468.000000 Penalty: 5366.401367
	Iteration 53F: 3 clusters Score -9311468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -128836.875000 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -128836.9 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 509 members 
Entering Unmasked Estep 
Score: -127009.734375 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -127009.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -127640.531250 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -127640.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127946.937500 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -127946.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -128144.023438 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -128144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -128239.796875 Penalty: 3440.426025
	Iteration 4Q: 3 clusters Score -128239.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128356.750000 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -128356.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -128467.539062 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -128467.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128540.421875 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -128540.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128600.859375 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -128600.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -128681.265625 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -128681.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128734.351562 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -128734.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128800.468750 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -128800.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128849.125000 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -128849.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -128897.187500 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -128897.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -128929.757812 Penalty: 3440.426025
	Iteration 14Q: 3 clusters Score -128929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128950.546875 Penalty: 3440.426025
	Iteration 15Q: 3 clusters Score -128950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128956.914062 Penalty: 3440.426025
	Iteration 16Q: 3 clusters Score -128956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128994.546875 Penalty: 3440.426025
	Iteration 17Q: 3 clusters Score -128994.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -129025.656250 Penalty: 3440.426025
	Iteration 18Q: 3 clusters Score -129025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129028.671875 Penalty: 3440.426025
	Iteration 19Q: 3 clusters Score -129028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -129050.640625 Penalty: 3440.426025
	Iteration 20F: 3 clusters Score -129050.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -129071.289062 Penalty: 3440.426025
	Iteration 21Q: 3 clusters Score -129071.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -129083.843750 Penalty: 3440.426025
	Iteration 22Q: 3 clusters Score -129083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -129095.250000 Penalty: 3440.426025
	Iteration 23Q: 3 clusters Score -129095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -129116.187500 Penalty: 3440.426025
	Iteration 24Q: 3 clusters Score -129116.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -129129.250000 Penalty: 3440.426025
	Iteration 25Q: 3 clusters Score -129129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -129135.898438 Penalty: 3440.426025
	Iteration 26Q: 3 clusters Score -129135.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -129139.289062 Penalty: 3440.426025
	Iteration 27Q: 3 clusters Score -129139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -129146.054688 Penalty: 3440.426025
	Iteration 28Q: 3 clusters Score -129146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129146.835938 Penalty: 3440.426025
	Iteration 29Q: 3 clusters Score -129146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129146.835938 Penalty: 3440.426025
	Iteration 30F: 3 clusters Score -129146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46391 members 
Mstep: Class 4 contains 33353 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 48251 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44122 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48405 members 
Mstep: Class 11 contains 46991 members 
Mstep: Class 12 contains 44499 members 
Mstep: Class 13 contains 49979 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 44580 members 
Mstep: Class 16 contains 46807 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 52746 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5441 members 
Mstep: Class 21 contains 46721 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 568 members 
Entering Unmasked Estep 
Score: -106690776.000000 Penalty: 75744.453125
Splitting cluster 14 changes total score from -106691944.000000 to -106690776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (44580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Entering Unmasked Estep 
Score: -8321753.000000 Penalty: 2654.850098
	Iteration 0F: 2 clusters Score -8321753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -8293015.500000 Penalty: 5309.700195
	Iteration 0F: 3 clusters Score -8293016 nChanged 20369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -8304265.000000 Penalty: 5309.700195
	Iteration 1F: 3 clusters Score -8304265 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -8304824.000000 Penalty: 5309.700195
	Iteration 2Q: 3 clusters Score -8304824 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -8305293.500000 Penalty: 5309.700195
	Iteration 3Q: 3 clusters Score -8305294 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -8305904.500000 Penalty: 5309.700195
	Iteration 4Q: 3 clusters Score -8305904 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -8306693.500000 Penalty: 5309.700195
	Iteration 5Q: 3 clusters Score -8306694 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -8307950.500000 Penalty: 5309.700195
	Iteration 6F: 3 clusters Score -8307950 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -8309729.000000 Penalty: 5309.700195
	Iteration 7F: 3 clusters Score -8309729 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -8312234.500000 Penalty: 5309.700195
	Iteration 8F: 3 clusters Score -8312234 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -8315060.000000 Penalty: 5309.700195
	Iteration 9F: 3 clusters Score -8315060 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -8317420.000000 Penalty: 5309.700195
	Iteration 10F: 3 clusters Score -8317420 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8318634.500000 Penalty: 5309.700195
	Iteration 11Q: 3 clusters Score -8318634 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8319096.500000 Penalty: 5309.700195
	Iteration 12Q: 3 clusters Score -8319096 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8319280.500000 Penalty: 5309.700195
	Iteration 13Q: 3 clusters Score -8319280 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8319382.000000 Penalty: 5309.700195
	Iteration 14Q: 3 clusters Score -8319382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8319425.000000 Penalty: 5309.700195
	Iteration 15Q: 3 clusters Score -8319425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8319463.000000 Penalty: 5309.700195
	Iteration 16Q: 3 clusters Score -8319463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8319489.500000 Penalty: 5309.700195
	Iteration 17Q: 3 clusters Score -8319490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8319482.000000 Penalty: 5309.700195
	Iteration 18Q: 3 clusters Score -8319482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8319497.000000 Penalty: 5309.700195
	Iteration 19Q: 3 clusters Score -8319497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8319495.500000 Penalty: 5309.700195
	Iteration 20F: 3 clusters Score -8319496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8319497.500000 Penalty: 5309.700195
	Iteration 21Q: 3 clusters Score -8319498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8319498.500000 Penalty: 5309.700195
	Iteration 22Q: 3 clusters Score -8319498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8319500.000000 Penalty: 5309.700195
	Iteration 23Q: 3 clusters Score -8319500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8319509.000000 Penalty: 5309.700195
	Iteration 24Q: 3 clusters Score -8319509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8319510.500000 Penalty: 5309.700195
	Iteration 25Q: 3 clusters Score -8319510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8319515.000000 Penalty: 5309.700195
	Iteration 26Q: 3 clusters Score -8319515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8319514.500000 Penalty: 5309.700195
	Iteration 27Q: 3 clusters Score -8319514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8319521.000000 Penalty: 5309.700195
	Iteration 28Q: 3 clusters Score -8319521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8319521.000000 Penalty: 5309.700195
	Iteration 29F: 3 clusters Score -8319521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Entering Unmasked Estep 
Score: -8601514.000000 Penalty: 2666.939453
	Iteration 0F: 2 clusters Score -8601514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -8570963.000000 Penalty: 5333.878906
	Iteration 0F: 3 clusters Score -8570963 nChanged 21634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -8582643.000000 Penalty: 5333.878906
	Iteration 1F: 3 clusters Score -8582643 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -8583200.000000 Penalty: 5333.878906
	Iteration 2Q: 3 clusters Score -8583200 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -8583752.000000 Penalty: 5333.878906
	Iteration 3Q: 3 clusters Score -8583752 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -8584396.000000 Penalty: 5333.878906
	Iteration 4Q: 3 clusters Score -8584396 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -8585458.000000 Penalty: 5333.878906
	Iteration 5Q: 3 clusters Score -8585458 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -8587116.000000 Penalty: 5333.878906
	Iteration 6F: 3 clusters Score -8587116 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -8589573.000000 Penalty: 5333.878906
	Iteration 7F: 3 clusters Score -8589573 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -8592922.000000 Penalty: 5333.878906
	Iteration 8F: 3 clusters Score -8592922 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -8596157.000000 Penalty: 5333.878906
	Iteration 9F: 3 clusters Score -8596157 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8597950.000000 Penalty: 5333.878906
	Iteration 10Q: 3 clusters Score -8597950 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -8598659.000000 Penalty: 5333.878906
	Iteration 11Q: 3 clusters Score -8598659 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -8598995.000000 Penalty: 5333.878906
	Iteration 12Q: 3 clusters Score -8598995 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -8599143.000000 Penalty: 5333.878906
	Iteration 13Q: 3 clusters Score -8599143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -8599235.000000 Penalty: 5333.878906
	Iteration 14Q: 3 clusters Score -8599235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8599285.000000 Penalty: 5333.878906
	Iteration 15Q: 3 clusters Score -8599285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -8599318.000000 Penalty: 5333.878906
	Iteration 16Q: 3 clusters Score -8599318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -8599351.000000 Penalty: 5333.878906
	Iteration 17Q: 3 clusters Score -8599351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -8599356.000000 Penalty: 5333.878906
	Iteration 18Q: 3 clusters Score -8599356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -8599363.000000 Penalty: 5333.878906
	Iteration 19Q: 3 clusters Score -8599363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8599359.000000 Penalty: 5333.878906
	Iteration 20F: 3 clusters Score -8599359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -8599372.000000 Penalty: 5333.878906
	Iteration 21Q: 3 clusters Score -8599372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8599379.000000 Penalty: 5333.878906
	Iteration 22Q: 3 clusters Score -8599379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8599379.000000 Penalty: 5333.878906
	Iteration 23Q: 3 clusters Score -8599379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -8599390.000000 Penalty: 5333.878906
	Iteration 24Q: 3 clusters Score -8599390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8599394.000000 Penalty: 5333.878906
	Iteration 25Q: 3 clusters Score -8599394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -8599393.000000 Penalty: 5333.878906
	Iteration 26Q: 3 clusters Score -8599393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -8599390.000000 Penalty: 5333.878906
	Iteration 27Q: 3 clusters Score -8599390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8599390.000000 Penalty: 5333.878906
	Iteration 28Q: 3 clusters Score -8599390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8599390.000000 Penalty: 5333.878906
	Iteration 29F: 3 clusters Score -8599390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -456137.218750 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -456137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -453063.031250 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -453063 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -453788.406250 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -453788.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -454109.968750 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -454110 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -454355.968750 Penalty: 3907.564941
	Iteration 3F: 3 clusters Score -454356 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -454588.718750 Penalty: 3907.564941
	Iteration 4F: 3 clusters Score -454588.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -454795.343750 Penalty: 3907.564941
	Iteration 5F: 3 clusters Score -454795.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -454982.406250 Penalty: 3907.564941
	Iteration 6F: 3 clusters Score -454982.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -455094.843750 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -455094.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -455162.750000 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -455162.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -455213.312500 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -455213.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -455254.687500 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -455254.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -455263.343750 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -455263.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -455273.500000 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -455273.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -455279.187500 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -455279.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -455280.968750 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -455281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -455284.250000 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -455284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -455285.531250 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -455285.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -455289.093750 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -455289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -455295.625000 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -455295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -455298.781250 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -455298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -455303.093750 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -455303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -455312.281250 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -455312.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -455320.156250 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -455320.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -455322.968750 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -455323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -455325.062500 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -455325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -455324.937500 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -455324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -455324.937500 Penalty: 3907.564941
	Iteration 26F: 3 clusters Score -455324.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Entering Unmasked Estep 
Score: -9844028.000000 Penalty: 2696.564453
	Iteration 0F: 2 clusters Score -9844028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -9814751.000000 Penalty: 5393.128906
	Iteration 0F: 3 clusters Score -9814751 nChanged 24548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -9828200.000000 Penalty: 5393.128906
	Iteration 1F: 3 clusters Score -9828200 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -9828717.000000 Penalty: 5393.128906
	Iteration 2Q: 3 clusters Score -9828717 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -9829169.000000 Penalty: 5393.128906
	Iteration 3Q: 3 clusters Score -9829169 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -9829734.000000 Penalty: 5393.128906
	Iteration 4Q: 3 clusters Score -9829734 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -9830369.000000 Penalty: 5393.128906
	Iteration 5Q: 3 clusters Score -9830369 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -9831123.000000 Penalty: 5393.128906
	Iteration 6Q: 3 clusters Score -9831123 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -9832202.000000 Penalty: 5393.128906
	Iteration 7Q: 3 clusters Score -9832202 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -9833746.000000 Penalty: 5393.128906
	Iteration 8F: 3 clusters Score -9833746 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -9835967.000000 Penalty: 5393.128906
	Iteration 9F: 3 clusters Score -9835967 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -9838607.000000 Penalty: 5393.128906
	Iteration 10F: 3 clusters Score -9838607 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -9840276.000000 Penalty: 5393.128906
	Iteration 11F: 3 clusters Score -9840276 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -9841094.000000 Penalty: 5393.128906
	Iteration 12F: 3 clusters Score -9841094 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9841525.000000 Penalty: 5393.128906
	Iteration 13Q: 3 clusters Score -9841525 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -9841721.000000 Penalty: 5393.128906
	Iteration 14Q: 3 clusters Score -9841721 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9841802.000000 Penalty: 5393.128906
	Iteration 15Q: 3 clusters Score -9841802 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9841867.000000 Penalty: 5393.128906
	Iteration 16Q: 3 clusters Score -9841867 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9841904.000000 Penalty: 5393.128906
	Iteration 17Q: 3 clusters Score -9841904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9841927.000000 Penalty: 5393.128906
	Iteration 18Q: 3 clusters Score -9841927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9841930.000000 Penalty: 5393.128906
	Iteration 19Q: 3 clusters Score -9841930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9841939.000000 Penalty: 5393.128906
	Iteration 20F: 3 clusters Score -9841939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9841949.000000 Penalty: 5393.128906
	Iteration 21Q: 3 clusters Score -9841949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9841933.000000 Penalty: 5393.128906
	Iteration 22Q: 3 clusters Score -9841933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9841937.000000 Penalty: 5393.128906
	Iteration 23Q: 3 clusters Score -9841937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9841941.000000 Penalty: 5393.128906
	Iteration 24Q: 3 clusters Score -9841941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9841964.000000 Penalty: 5393.128906
	Iteration 25Q: 3 clusters Score -9841964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9841958.000000 Penalty: 5393.128906
	Iteration 26Q: 3 clusters Score -9841958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9841949.000000 Penalty: 5393.128906
	Iteration 27Q: 3 clusters Score -9841949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9841955.000000 Penalty: 5393.128906
	Iteration 28Q: 3 clusters Score -9841955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9841961.000000 Penalty: 5393.128906
	Iteration 29Q: 3 clusters Score -9841961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9841966.000000 Penalty: 5393.128906
	Iteration 30Q: 3 clusters Score -9841966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9841964.000000 Penalty: 5393.128906
	Iteration 31Q: 3 clusters Score -9841964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9841969.000000 Penalty: 5393.128906
	Iteration 32Q: 3 clusters Score -9841969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9841969.000000 Penalty: 5393.128906
	Iteration 33F: 3 clusters Score -9841969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -41610.074219 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -41610.07 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 247 members 
Entering Unmasked Estep 
Score: -40732.152344 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -40732.15 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41493.914062 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -41493.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41936.980469 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -41936.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42258.082031 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -42258.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42447.730469 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -42447.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42559.503906 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -42559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42567.652344 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -42567.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42573.335938 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -42573.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42589.285156 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -42589.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42589.285156 Penalty: 3069.378906
	Iteration 9F: 3 clusters Score -42589.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46391 members 
Mstep: Class 4 contains 33353 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 48251 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44122 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48405 members 
Mstep: Class 11 contains 46991 members 
Mstep: Class 12 contains 44499 members 
Mstep: Class 13 contains 49979 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44580 members 
Mstep: Class 16 contains 46807 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 52746 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 5441 members 
Mstep: Class 21 contains 46721 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 151 members 
Entering Unmasked Estep 
Score: -106691232.000000 Penalty: 75744.453125
Splitting cluster 19 changes total score from -106691944.000000 to -106691232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Entering Unmasked Estep 
Score: -1010219.250000 Penalty: 2133.226074
	Iteration 0F: 2 clusters Score -1010219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1005471.500000 Penalty: 4266.452148
	Iteration 0F: 3 clusters Score -1005472 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1006537.687500 Penalty: 4266.452148
	Iteration 1F: 3 clusters Score -1006538 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1006722.437500 Penalty: 4266.452148
	Iteration 2F: 3 clusters Score -1006722 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1006829.062500 Penalty: 4266.452148
	Iteration 3Q: 3 clusters Score -1006829 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1006899.937500 Penalty: 4266.452148
	Iteration 4Q: 3 clusters Score -1006900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1006950.500000 Penalty: 4266.452148
	Iteration 5Q: 3 clusters Score -1006950 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1007004.937500 Penalty: 4266.452148
	Iteration 6Q: 3 clusters Score -1007005 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1007037.250000 Penalty: 4266.452148
	Iteration 7Q: 3 clusters Score -1007037 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1007071.187500 Penalty: 4266.452148
	Iteration 8Q: 3 clusters Score -1007071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1007109.437500 Penalty: 4266.452148
	Iteration 9Q: 3 clusters Score -1007109 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1007145.562500 Penalty: 4266.452148
	Iteration 10Q: 3 clusters Score -1007146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1007178.500000 Penalty: 4266.452148
	Iteration 11Q: 3 clusters Score -1007178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1007209.375000 Penalty: 4266.452148
	Iteration 12Q: 3 clusters Score -1007209 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1007236.625000 Penalty: 4266.452148
	Iteration 13Q: 3 clusters Score -1007237 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1007264.687500 Penalty: 4266.452148
	Iteration 14Q: 3 clusters Score -1007265 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1007292.000000 Penalty: 4266.452148
	Iteration 15Q: 3 clusters Score -1007292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1007319.125000 Penalty: 4266.452148
	Iteration 16Q: 3 clusters Score -1007319 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1007346.687500 Penalty: 4266.452148
	Iteration 17Q: 3 clusters Score -1007347 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1007373.375000 Penalty: 4266.452148
	Iteration 18Q: 3 clusters Score -1007373 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1007415.562500 Penalty: 4266.452148
	Iteration 19Q: 3 clusters Score -1007416 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1007458.812500 Penalty: 4266.452148
	Iteration 20F: 3 clusters Score -1007459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1007499.312500 Penalty: 4266.452148
	Iteration 21Q: 3 clusters Score -1007499 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1007541.375000 Penalty: 4266.452148
	Iteration 22Q: 3 clusters Score -1007541 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1007593.250000 Penalty: 4266.452148
	Iteration 23Q: 3 clusters Score -1007593 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1007641.000000 Penalty: 4266.452148
	Iteration 24Q: 3 clusters Score -1007641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1007686.250000 Penalty: 4266.452148
	Iteration 25Q: 3 clusters Score -1007686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1007735.875000 Penalty: 4266.452148
	Iteration 26Q: 3 clusters Score -1007736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1007784.750000 Penalty: 4266.452148
	Iteration 27Q: 3 clusters Score -1007785 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1007835.750000 Penalty: 4266.452148
	Iteration 28Q: 3 clusters Score -1007836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1007900.437500 Penalty: 4266.452148
	Iteration 29Q: 3 clusters Score -1007900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1007985.875000 Penalty: 4266.452148
	Iteration 30Q: 3 clusters Score -1007986 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1008049.000000 Penalty: 4266.452148
	Iteration 31Q: 3 clusters Score -1008049 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1008116.125000 Penalty: 4266.452148
	Iteration 32Q: 3 clusters Score -1008116 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1008179.437500 Penalty: 4266.452148
	Iteration 33Q: 3 clusters Score -1008179 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1008229.125000 Penalty: 4266.452148
	Iteration 34Q: 3 clusters Score -1008229 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1008280.312500 Penalty: 4266.452148
	Iteration 35Q: 3 clusters Score -1008280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1008328.812500 Penalty: 4266.452148
	Iteration 36Q: 3 clusters Score -1008329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1008370.750000 Penalty: 4266.452148
	Iteration 37Q: 3 clusters Score -1008371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1008395.187500 Penalty: 4266.452148
	Iteration 38Q: 3 clusters Score -1008395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1008420.312500 Penalty: 4266.452148
	Iteration 39Q: 3 clusters Score -1008420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1008439.500000 Penalty: 4266.452148
	Iteration 40F: 3 clusters Score -1008440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1008459.187500 Penalty: 4266.452148
	Iteration 41Q: 3 clusters Score -1008459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1008477.125000 Penalty: 4266.452148
	Iteration 42Q: 3 clusters Score -1008477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1008492.687500 Penalty: 4266.452148
	Iteration 43Q: 3 clusters Score -1008493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1008506.375000 Penalty: 4266.452148
	Iteration 44Q: 3 clusters Score -1008506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1008518.312500 Penalty: 4266.452148
	Iteration 45Q: 3 clusters Score -1008518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1008529.187500 Penalty: 4266.452148
	Iteration 46Q: 3 clusters Score -1008529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1008534.312500 Penalty: 4266.452148
	Iteration 47Q: 3 clusters Score -1008534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1008538.937500 Penalty: 4266.452148
	Iteration 48Q: 3 clusters Score -1008539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1008544.687500 Penalty: 4266.452148
	Iteration 49Q: 3 clusters Score -1008545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1008548.562500 Penalty: 4266.452148
	Iteration 50Q: 3 clusters Score -1008549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1008554.875000 Penalty: 4266.452148
	Iteration 51Q: 3 clusters Score -1008555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1008556.750000 Penalty: 4266.452148
	Iteration 52Q: 3 clusters Score -1008557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1008557.687500 Penalty: 4266.452148
	Iteration 53Q: 3 clusters Score -1008558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1008560.375000 Penalty: 4266.452148
	Iteration 54Q: 3 clusters Score -1008560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1008559.500000 Penalty: 4266.452148
	Iteration 55Q: 3 clusters Score -1008560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1008561.687500 Penalty: 4266.452148
	Iteration 56Q: 3 clusters Score -1008562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1008562.500000 Penalty: 4266.452148
	Iteration 57Q: 3 clusters Score -1008562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1008563.437500 Penalty: 4266.452148
	Iteration 58Q: 3 clusters Score -1008563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1008563.437500 Penalty: 4266.452148
	Iteration 59F: 3 clusters Score -1008563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Entering Unmasked Estep 
Score: -8796017.000000 Penalty: 2666.483398
	Iteration 0F: 2 clusters Score -8796017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -8766992.000000 Penalty: 5332.966797
	Iteration 0F: 3 clusters Score -8766992 nChanged 21585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -8778889.000000 Penalty: 5332.966797
	Iteration 1F: 3 clusters Score -8778889 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -8779480.000000 Penalty: 5332.966797
	Iteration 2Q: 3 clusters Score -8779480 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -8779975.000000 Penalty: 5332.966797
	Iteration 3Q: 3 clusters Score -8779975 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -8780514.000000 Penalty: 5332.966797
	Iteration 4Q: 3 clusters Score -8780514 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -8781177.000000 Penalty: 5332.966797
	Iteration 5Q: 3 clusters Score -8781177 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -8782062.000000 Penalty: 5332.966797
	Iteration 6Q: 3 clusters Score -8782062 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -8783261.000000 Penalty: 5332.966797
	Iteration 7F: 3 clusters Score -8783261 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -8784838.000000 Penalty: 5332.966797
	Iteration 8F: 3 clusters Score -8784838 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -8786437.000000 Penalty: 5332.966797
	Iteration 9F: 3 clusters Score -8786437 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -8788124.000000 Penalty: 5332.966797
	Iteration 10F: 3 clusters Score -8788124 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -8789355.000000 Penalty: 5332.966797
	Iteration 11Q: 3 clusters Score -8789355 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -8790182.000000 Penalty: 5332.966797
	Iteration 12Q: 3 clusters Score -8790182 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -8790537.000000 Penalty: 5332.966797
	Iteration 13Q: 3 clusters Score -8790537 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -8790748.000000 Penalty: 5332.966797
	Iteration 14Q: 3 clusters Score -8790748 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -8790966.000000 Penalty: 5332.966797
	Iteration 15Q: 3 clusters Score -8790966 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -8791139.000000 Penalty: 5332.966797
	Iteration 16Q: 3 clusters Score -8791139 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -8791257.000000 Penalty: 5332.966797
	Iteration 17Q: 3 clusters Score -8791257 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -8791425.000000 Penalty: 5332.966797
	Iteration 18Q: 3 clusters Score -8791425 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -8791514.000000 Penalty: 5332.966797
	Iteration 19Q: 3 clusters Score -8791514 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -8791652.000000 Penalty: 5332.966797
	Iteration 20F: 3 clusters Score -8791652 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -8791815.000000 Penalty: 5332.966797
	Iteration 21Q: 3 clusters Score -8791815 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -8791966.000000 Penalty: 5332.966797
	Iteration 22Q: 3 clusters Score -8791966 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -8792160.000000 Penalty: 5332.966797
	Iteration 23Q: 3 clusters Score -8792160 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -8792358.000000 Penalty: 5332.966797
	Iteration 24Q: 3 clusters Score -8792358 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -8792509.000000 Penalty: 5332.966797
	Iteration 25Q: 3 clusters Score -8792509 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -8792683.000000 Penalty: 5332.966797
	Iteration 26Q: 3 clusters Score -8792683 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -8792837.000000 Penalty: 5332.966797
	Iteration 27Q: 3 clusters Score -8792837 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -8793133.000000 Penalty: 5332.966797
	Iteration 28Q: 3 clusters Score -8793133 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -8793398.000000 Penalty: 5332.966797
	Iteration 29Q: 3 clusters Score -8793398 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -8793575.000000 Penalty: 5332.966797
	Iteration 30Q: 3 clusters Score -8793575 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8793710.000000 Penalty: 5332.966797
	Iteration 31Q: 3 clusters Score -8793710 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8793906.000000 Penalty: 5332.966797
	Iteration 32Q: 3 clusters Score -8793906 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -8793959.000000 Penalty: 5332.966797
	Iteration 33Q: 3 clusters Score -8793959 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8793982.000000 Penalty: 5332.966797
	Iteration 34Q: 3 clusters Score -8793982 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8794000.000000 Penalty: 5332.966797
	Iteration 35Q: 3 clusters Score -8794000 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8793980.000000 Penalty: 5332.966797
	Iteration 36Q: 3 clusters Score -8793980 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8793971.000000 Penalty: 5332.966797
	Iteration 37Q: 3 clusters Score -8793971 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8793945.000000 Penalty: 5332.966797
	Iteration 38Q: 3 clusters Score -8793945 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8793899.000000 Penalty: 5332.966797
	Iteration 39Q: 3 clusters Score -8793899 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8793894.000000 Penalty: 5332.966797
	Iteration 40F: 3 clusters Score -8793894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8793895.000000 Penalty: 5332.966797
	Iteration 41Q: 3 clusters Score -8793895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8793915.000000 Penalty: 5332.966797
	Iteration 42Q: 3 clusters Score -8793915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8793921.000000 Penalty: 5332.966797
	Iteration 43Q: 3 clusters Score -8793921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8793928.000000 Penalty: 5332.966797
	Iteration 44Q: 3 clusters Score -8793928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8793943.000000 Penalty: 5332.966797
	Iteration 45Q: 3 clusters Score -8793943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8793941.000000 Penalty: 5332.966797
	Iteration 46Q: 3 clusters Score -8793941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8793952.000000 Penalty: 5332.966797
	Iteration 47Q: 3 clusters Score -8793952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8793952.000000 Penalty: 5332.966797
	Iteration 48Q: 3 clusters Score -8793952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8793951.000000 Penalty: 5332.966797
	Iteration 49Q: 3 clusters Score -8793951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8793952.000000 Penalty: 5332.966797
	Iteration 50Q: 3 clusters Score -8793952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8793948.000000 Penalty: 5332.966797
	Iteration 51Q: 3 clusters Score -8793948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8793947.000000 Penalty: 5332.966797
	Iteration 52Q: 3 clusters Score -8793947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8793946.000000 Penalty: 5332.966797
	Iteration 53Q: 3 clusters Score -8793946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8793955.000000 Penalty: 5332.966797
	Iteration 54Q: 3 clusters Score -8793955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8793952.000000 Penalty: 5332.966797
	Iteration 55Q: 3 clusters Score -8793952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8793955.000000 Penalty: 5332.966797
	Iteration 56Q: 3 clusters Score -8793955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8793960.000000 Penalty: 5332.966797
	Iteration 57Q: 3 clusters Score -8793960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8793964.000000 Penalty: 5332.966797
	Iteration 58Q: 3 clusters Score -8793964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8793961.000000 Penalty: 5332.966797
	Iteration 59Q: 3 clusters Score -8793961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8793966.000000 Penalty: 5332.966797
	Iteration 60F: 3 clusters Score -8793966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8793967.000000 Penalty: 5332.966797
	Iteration 61Q: 3 clusters Score -8793967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8793970.000000 Penalty: 5332.966797
	Iteration 62Q: 3 clusters Score -8793970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8793970.000000 Penalty: 5332.966797
	Iteration 63F: 3 clusters Score -8793970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -60142.007812 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -60142.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58974.500000 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -58974.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -59122.351562 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -59122.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -59174.609375 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -59174.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -59215.324219 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -59215.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -59227.542969 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -59227.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -59227.542969 Penalty: 2793.081055
	Iteration 5F: 3 clusters Score -59227.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46391 members 
Mstep: Class 4 contains 33353 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 48251 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44122 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48405 members 
Mstep: Class 11 contains 46991 members 
Mstep: Class 12 contains 44499 members 
Mstep: Class 13 contains 49979 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44580 members 
Mstep: Class 16 contains 46807 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 52746 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5441 members 
Mstep: Class 21 contains 46721 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692056.000000 Penalty: 72451.218750
Iteration 239Q: 23 clusters Score -1.066921e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46397 members 
Mstep: Class 4 contains 33356 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 48249 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44157 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48476 members 
Mstep: Class 11 contains 46965 members 
Mstep: Class 12 contains 44493 members 
Mstep: Class 13 contains 49954 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44572 members 
Mstep: Class 16 contains 46761 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 18 contains 52757 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5437 members 
Mstep: Class 21 contains 46720 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692488.000000 Penalty: 72451.218750
Iteration 240F: 23 clusters Score -1.066925e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46398 members 
Mstep: Class 4 contains 33357 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 48250 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 44179 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48556 members 
Mstep: Class 11 contains 46970 members 
Mstep: Class 12 contains 44467 members 
Mstep: Class 13 contains 49958 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44565 members 
Mstep: Class 16 contains 46712 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 52768 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5428 members 
Mstep: Class 21 contains 46690 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692408.000000 Penalty: 72451.218750
Iteration 241Q: 23 clusters Score -1.066924e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46405 members 
Mstep: Class 4 contains 33343 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 48283 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 44144 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48599 members 
Mstep: Class 11 contains 47003 members 
Mstep: Class 12 contains 44454 members 
Mstep: Class 13 contains 49951 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44555 members 
Mstep: Class 16 contains 46687 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 52787 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5426 members 
Mstep: Class 21 contains 46674 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692368.000000 Penalty: 72451.218750
Iteration 242Q: 23 clusters Score -1.066924e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46418 members 
Mstep: Class 4 contains 33309 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 48289 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 44134 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48632 members 
Mstep: Class 11 contains 47016 members 
Mstep: Class 12 contains 44442 members 
Mstep: Class 13 contains 49947 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44552 members 
Mstep: Class 16 contains 46688 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 52794 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5426 members 
Mstep: Class 21 contains 46673 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692208.000000 Penalty: 72451.218750
Iteration 243Q: 23 clusters Score -1.066922e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46426 members 
Mstep: Class 4 contains 33282 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 48315 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44081 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48677 members 
Mstep: Class 11 contains 47008 members 
Mstep: Class 12 contains 44433 members 
Mstep: Class 13 contains 49938 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44559 members 
Mstep: Class 16 contains 46695 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 52792 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5422 members 
Mstep: Class 21 contains 46700 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692424.000000 Penalty: 72451.218750
Iteration 244Q: 23 clusters Score -1.066924e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46418 members 
Mstep: Class 4 contains 33266 members 
Mstep: Class 5 contains 1347 members 
Mstep: Class 6 contains 48344 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44040 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48673 members 
Mstep: Class 11 contains 47016 members 
Mstep: Class 12 contains 44447 members 
Mstep: Class 13 contains 49922 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44589 members 
Mstep: Class 16 contains 46710 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 52772 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5422 members 
Mstep: Class 21 contains 46724 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692576.000000 Penalty: 72451.218750
Iteration 245Q: 23 clusters Score -1.066926e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46391 members 
Mstep: Class 4 contains 33239 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 48368 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44042 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48728 members 
Mstep: Class 11 contains 46994 members 
Mstep: Class 12 contains 44452 members 
Mstep: Class 13 contains 49895 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44580 members 
Mstep: Class 16 contains 46754 members 
Mstep: Class 17 contains 2640 members 
Mstep: Class 18 contains 52758 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5409 members 
Mstep: Class 21 contains 46742 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692432.000000 Penalty: 72451.218750
Iteration 246Q: 23 clusters Score -1.066924e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46370 members 
Mstep: Class 4 contains 33209 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48386 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44051 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48776 members 
Mstep: Class 11 contains 46984 members 
Mstep: Class 12 contains 44459 members 
Mstep: Class 13 contains 49855 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44568 members 
Mstep: Class 16 contains 46801 members 
Mstep: Class 17 contains 2640 members 
Mstep: Class 18 contains 52749 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5401 members 
Mstep: Class 21 contains 46762 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692736.000000 Penalty: 72451.218750
Iteration 247Q: 23 clusters Score -1.066927e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46353 members 
Mstep: Class 4 contains 33192 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48404 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44082 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48781 members 
Mstep: Class 11 contains 46973 members 
Mstep: Class 12 contains 44450 members 
Mstep: Class 13 contains 49841 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44566 members 
Mstep: Class 16 contains 46845 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 52745 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5394 members 
Mstep: Class 21 contains 46766 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692776.000000 Penalty: 72451.218750
Iteration 248Q: 23 clusters Score -1.066928e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46342 members 
Mstep: Class 4 contains 33153 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48424 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 44124 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48792 members 
Mstep: Class 11 contains 46991 members 
Mstep: Class 12 contains 44441 members 
Mstep: Class 13 contains 49833 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44576 members 
Mstep: Class 16 contains 46861 members 
Mstep: Class 17 contains 2637 members 
Mstep: Class 18 contains 52758 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5387 members 
Mstep: Class 21 contains 46721 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692752.000000 Penalty: 72451.218750
Iteration 249Q: 23 clusters Score -1.066928e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46345 members 
Mstep: Class 4 contains 33121 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48441 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 44186 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48777 members 
Mstep: Class 11 contains 47015 members 
Mstep: Class 12 contains 44445 members 
Mstep: Class 13 contains 49836 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44551 members 
Mstep: Class 16 contains 46848 members 
Mstep: Class 17 contains 2637 members 
Mstep: Class 18 contains 52743 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5382 members 
Mstep: Class 21 contains 46722 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692888.000000 Penalty: 72451.218750
Iteration 250Q: 23 clusters Score -1.066929e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46348 members 
Mstep: Class 4 contains 33100 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48452 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 44225 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48773 members 
Mstep: Class 11 contains 46995 members 
Mstep: Class 12 contains 44440 members 
Mstep: Class 13 contains 49828 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44537 members 
Mstep: Class 16 contains 46888 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 18 contains 52744 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5382 members 
Mstep: Class 21 contains 46713 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692952.000000 Penalty: 72451.218750
Iteration 251Q: 23 clusters Score -1.06693e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46329 members 
Mstep: Class 4 contains 33083 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48460 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 44238 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48786 members 
Mstep: Class 11 contains 46994 members 
Mstep: Class 12 contains 44432 members 
Mstep: Class 13 contains 49813 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44529 members 
Mstep: Class 16 contains 46931 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 52724 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5384 members 
Mstep: Class 21 contains 46742 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693144.000000 Penalty: 72451.218750
Iteration 252Q: 23 clusters Score -1.066931e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46324 members 
Mstep: Class 4 contains 33061 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48461 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 44258 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48791 members 
Mstep: Class 11 contains 47017 members 
Mstep: Class 12 contains 44443 members 
Mstep: Class 13 contains 49792 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44519 members 
Mstep: Class 16 contains 46958 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 52730 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5382 members 
Mstep: Class 21 contains 46730 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693072.000000 Penalty: 72451.218750
Iteration 253Q: 23 clusters Score -1.066931e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46340 members 
Mstep: Class 4 contains 33033 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48450 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 44241 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48783 members 
Mstep: Class 11 contains 47051 members 
Mstep: Class 12 contains 44453 members 
Mstep: Class 13 contains 49794 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44500 members 
Mstep: Class 16 contains 46980 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 52718 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5377 members 
Mstep: Class 21 contains 46740 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693040.000000 Penalty: 72451.218750
Iteration 254Q: 23 clusters Score -1.06693e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46353 members 
Mstep: Class 4 contains 33015 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48442 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 44242 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48754 members 
Mstep: Class 11 contains 47080 members 
Mstep: Class 12 contains 44462 members 
Mstep: Class 13 contains 49792 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44480 members 
Mstep: Class 16 contains 47001 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 52724 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5373 members 
Mstep: Class 21 contains 46752 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692936.000000 Penalty: 72451.218750
Iteration 255Q: 23 clusters Score -1.066929e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46359 members 
Mstep: Class 4 contains 32992 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48420 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 44236 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48746 members 
Mstep: Class 11 contains 47133 members 
Mstep: Class 12 contains 44464 members 
Mstep: Class 13 contains 49793 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44468 members 
Mstep: Class 16 contains 47005 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 52728 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5372 members 
Mstep: Class 21 contains 46762 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693032.000000 Penalty: 72451.218750
Iteration 256Q: 23 clusters Score -1.06693e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46357 members 
Mstep: Class 4 contains 32965 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48413 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44246 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48733 members 
Mstep: Class 11 contains 47161 members 
Mstep: Class 12 contains 44461 members 
Mstep: Class 13 contains 49804 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44450 members 
Mstep: Class 16 contains 47021 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 52741 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5369 members 
Mstep: Class 21 contains 46772 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692736.000000 Penalty: 72451.218750
Iteration 257Q: 23 clusters Score -1.066927e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46351 members 
Mstep: Class 4 contains 32942 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48419 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44223 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48746 members 
Mstep: Class 11 contains 47168 members 
Mstep: Class 12 contains 44457 members 
Mstep: Class 13 contains 49803 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44453 members 
Mstep: Class 16 contains 47053 members 
Mstep: Class 17 contains 2630 members 
Mstep: Class 18 contains 52750 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5368 members 
Mstep: Class 21 contains 46775 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692720.000000 Penalty: 72451.218750
Iteration 258Q: 23 clusters Score -1.066927e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46347 members 
Mstep: Class 4 contains 32922 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48416 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44207 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48772 members 
Mstep: Class 11 contains 47169 members 
Mstep: Class 12 contains 44465 members 
Mstep: Class 13 contains 49766 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44479 members 
Mstep: Class 16 contains 47057 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 52765 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5367 members 
Mstep: Class 21 contains 46785 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692672.000000 Penalty: 72451.218750
Iteration 259Q: 23 clusters Score -1.066927e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46345 members 
Mstep: Class 4 contains 32900 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48425 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44226 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48786 members 
Mstep: Class 11 contains 47168 members 
Mstep: Class 12 contains 44461 members 
Mstep: Class 13 contains 49746 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44500 members 
Mstep: Class 16 contains 47053 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 52764 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5366 members 
Mstep: Class 21 contains 46788 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692728.000000 Penalty: 72451.218750
Iteration 260F: 23 clusters Score -1.066927e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46345 members 
Mstep: Class 4 contains 32870 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48433 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44209 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48785 members 
Mstep: Class 11 contains 47168 members 
Mstep: Class 12 contains 44445 members 
Mstep: Class 13 contains 49756 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44531 members 
Mstep: Class 16 contains 47048 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 52771 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5368 members 
Mstep: Class 21 contains 46808 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692928.000000 Penalty: 72451.218750
Iteration 261Q: 23 clusters Score -1.066929e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46347 members 
Mstep: Class 4 contains 32854 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48440 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44193 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48782 members 
Mstep: Class 11 contains 47150 members 
Mstep: Class 12 contains 44442 members 
Mstep: Class 13 contains 49773 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44543 members 
Mstep: Class 16 contains 47009 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 52798 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5366 members 
Mstep: Class 21 contains 46849 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693232.000000 Penalty: 72451.218750
Iteration 262Q: 23 clusters Score -1.066932e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46356 members 
Mstep: Class 4 contains 32829 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48453 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 44181 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48770 members 
Mstep: Class 11 contains 47114 members 
Mstep: Class 12 contains 44435 members 
Mstep: Class 13 contains 49791 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44571 members 
Mstep: Class 16 contains 46989 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 52833 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5362 members 
Mstep: Class 21 contains 46886 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693216.000000 Penalty: 72451.218750
Iteration 263Q: 23 clusters Score -1.066932e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46367 members 
Mstep: Class 4 contains 32812 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48460 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 44165 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48788 members 
Mstep: Class 11 contains 47105 members 
Mstep: Class 12 contains 44433 members 
Mstep: Class 13 contains 49807 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44570 members 
Mstep: Class 16 contains 46972 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 52856 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5355 members 
Mstep: Class 21 contains 46894 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693256.000000 Penalty: 72451.218750
Iteration 264Q: 23 clusters Score -1.066933e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46375 members 
Mstep: Class 4 contains 32798 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48465 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 44142 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48813 members 
Mstep: Class 11 contains 47070 members 
Mstep: Class 12 contains 44426 members 
Mstep: Class 13 contains 49835 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44587 members 
Mstep: Class 16 contains 46948 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 52884 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5352 members 
Mstep: Class 21 contains 46895 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693240.000000 Penalty: 72451.218750
Iteration 265Q: 23 clusters Score -1.066932e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46384 members 
Mstep: Class 4 contains 32793 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48486 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 44119 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48848 members 
Mstep: Class 11 contains 47045 members 
Mstep: Class 12 contains 44429 members 
Mstep: Class 13 contains 49853 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44601 members 
Mstep: Class 16 contains 46911 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 52901 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5348 members 
Mstep: Class 21 contains 46879 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693248.000000 Penalty: 72451.218750
Iteration 266Q: 23 clusters Score -1.066932e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46390 members 
Mstep: Class 4 contains 32798 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48488 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 44157 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48875 members 
Mstep: Class 11 contains 47035 members 
Mstep: Class 12 contains 44421 members 
Mstep: Class 13 contains 49867 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44586 members 
Mstep: Class 16 contains 46862 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 52890 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5344 members 
Mstep: Class 21 contains 46885 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693456.000000 Penalty: 72451.218750
Iteration 267Q: 23 clusters Score -1.066935e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46383 members 
Mstep: Class 4 contains 32792 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48480 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 44209 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48895 members 
Mstep: Class 11 contains 47037 members 
Mstep: Class 12 contains 44409 members 
Mstep: Class 13 contains 49866 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44565 members 
Mstep: Class 16 contains 46839 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 52893 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5335 members 
Mstep: Class 21 contains 46892 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693520.000000 Penalty: 72451.218750
Iteration 268Q: 23 clusters Score -1.066935e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46380 members 
Mstep: Class 4 contains 32793 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48456 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 44284 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48914 members 
Mstep: Class 11 contains 47035 members 
Mstep: Class 12 contains 44403 members 
Mstep: Class 13 contains 49858 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44534 members 
Mstep: Class 16 contains 46795 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 52897 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5335 members 
Mstep: Class 21 contains 46903 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693520.000000 Penalty: 72451.218750
Iteration 269Q: 23 clusters Score -1.066935e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46387 members 
Mstep: Class 4 contains 32800 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48426 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 44368 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48934 members 
Mstep: Class 11 contains 47010 members 
Mstep: Class 12 contains 44404 members 
Mstep: Class 13 contains 49854 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44503 members 
Mstep: Class 16 contains 46759 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 52903 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5331 members 
Mstep: Class 21 contains 46898 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693616.000000 Penalty: 72451.218750
Iteration 270Q: 23 clusters Score -1.066936e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46385 members 
Mstep: Class 4 contains 32797 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48431 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 44407 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48950 members 
Mstep: Class 11 contains 46999 members 
Mstep: Class 12 contains 44405 members 
Mstep: Class 13 contains 49857 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44488 members 
Mstep: Class 16 contains 46747 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 52892 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5323 members 
Mstep: Class 21 contains 46887 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693744.000000 Penalty: 72451.218750
Iteration 271Q: 23 clusters Score -1.066937e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46386 members 
Mstep: Class 4 contains 32796 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48430 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 44432 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48971 members 
Mstep: Class 11 contains 46985 members 
Mstep: Class 12 contains 44404 members 
Mstep: Class 13 contains 49874 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44463 members 
Mstep: Class 16 contains 46732 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 52912 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5323 members 
Mstep: Class 21 contains 46862 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693976.000000 Penalty: 72451.218750
Iteration 272Q: 23 clusters Score -1.06694e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46386 members 
Mstep: Class 4 contains 32791 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48437 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 44463 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48976 members 
Mstep: Class 11 contains 46979 members 
Mstep: Class 12 contains 44401 members 
Mstep: Class 13 contains 49880 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44465 members 
Mstep: Class 16 contains 46718 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 52925 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5317 members 
Mstep: Class 21 contains 46826 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694128.000000 Penalty: 72451.218750
Iteration 273Q: 23 clusters Score -1.066941e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46374 members 
Mstep: Class 4 contains 32788 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48467 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 44434 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48982 members 
Mstep: Class 11 contains 46955 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 49902 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44467 members 
Mstep: Class 16 contains 46699 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 52945 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5314 members 
Mstep: Class 21 contains 46843 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693944.000000 Penalty: 72451.218750
Iteration 274Q: 23 clusters Score -1.066939e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46364 members 
Mstep: Class 4 contains 32775 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48483 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 44418 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48981 members 
Mstep: Class 11 contains 46928 members 
Mstep: Class 12 contains 44389 members 
Mstep: Class 13 contains 49910 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44486 members 
Mstep: Class 16 contains 46698 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 52974 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5314 members 
Mstep: Class 21 contains 46834 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693848.000000 Penalty: 72451.218750
Iteration 275Q: 23 clusters Score -1.066938e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46353 members 
Mstep: Class 4 contains 32769 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48495 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 44422 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 48970 members 
Mstep: Class 11 contains 46902 members 
Mstep: Class 12 contains 44377 members 
Mstep: Class 13 contains 49926 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44510 members 
Mstep: Class 16 contains 46686 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 52985 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 46838 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693760.000000 Penalty: 72451.218750
Iteration 276Q: 23 clusters Score -1.066938e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46353 members 
Mstep: Class 4 contains 32759 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48517 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44416 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 48961 members 
Mstep: Class 11 contains 46884 members 
Mstep: Class 12 contains 44377 members 
Mstep: Class 13 contains 49924 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44497 members 
Mstep: Class 16 contains 46681 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 53007 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5308 members 
Mstep: Class 21 contains 46859 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693656.000000 Penalty: 72451.218750
Iteration 277Q: 23 clusters Score -1.066937e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46345 members 
Mstep: Class 4 contains 32754 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48525 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44415 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 48959 members 
Mstep: Class 11 contains 46877 members 
Mstep: Class 12 contains 44367 members 
Mstep: Class 13 contains 49933 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44492 members 
Mstep: Class 16 contains 46674 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 53019 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5307 members 
Mstep: Class 21 contains 46877 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693656.000000 Penalty: 72451.218750
Iteration 278Q: 23 clusters Score -1.066937e+08 nChanged 683
Entering ConstructFrom: 
Score: -106693656.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (18490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Entering Unmasked Estep 
Score: -3424817.000000 Penalty: 2436.596436
	Iteration 0F: 2 clusters Score -3424817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3411706.000000 Penalty: 4873.192871
	Iteration 0F: 3 clusters Score -3411706 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3415878.250000 Penalty: 4873.192871
	Iteration 1F: 3 clusters Score -3415878 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -3416253.500000 Penalty: 4873.192871
	Iteration 2F: 3 clusters Score -3416254 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3416604.250000 Penalty: 4873.192871
	Iteration 3Q: 3 clusters Score -3416604 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3416974.750000 Penalty: 4873.192871
	Iteration 4Q: 3 clusters Score -3416975 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3417401.500000 Penalty: 4873.192871
	Iteration 5Q: 3 clusters Score -3417402 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3418050.000000 Penalty: 4873.192871
	Iteration 6F: 3 clusters Score -3418050 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3418940.000000 Penalty: 4873.192871
	Iteration 7F: 3 clusters Score -3418940 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3420057.000000 Penalty: 4873.192871
	Iteration 8F: 3 clusters Score -3420057 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3421136.250000 Penalty: 4873.192871
	Iteration 9F: 3 clusters Score -3421136 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3421941.250000 Penalty: 4873.192871
	Iteration 10Q: 3 clusters Score -3421941 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3422377.000000 Penalty: 4873.192871
	Iteration 11Q: 3 clusters Score -3422377 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3422559.500000 Penalty: 4873.192871
	Iteration 12Q: 3 clusters Score -3422560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3422624.000000 Penalty: 4873.192871
	Iteration 13Q: 3 clusters Score -3422624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3422671.250000 Penalty: 4873.192871
	Iteration 14Q: 3 clusters Score -3422671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3422723.750000 Penalty: 4873.192871
	Iteration 15Q: 3 clusters Score -3422724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3422743.750000 Penalty: 4873.192871
	Iteration 16Q: 3 clusters Score -3422744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3422771.750000 Penalty: 4873.192871
	Iteration 17Q: 3 clusters Score -3422772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3422785.500000 Penalty: 4873.192871
	Iteration 18Q: 3 clusters Score -3422786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3422784.750000 Penalty: 4873.192871
	Iteration 19Q: 3 clusters Score -3422785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3422784.750000 Penalty: 4873.192871
	Iteration 20F: 3 clusters Score -3422785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -195432.296875 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -195432.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -193420.484375 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -193420.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -193699.187500 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -193699.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -193778.453125 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -193778.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -193817.625000 Penalty: 3475.320801
	Iteration 3Q: 3 clusters Score -193817.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -193835.718750 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -193835.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -193856.625000 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -193856.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -193880.671875 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -193880.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -193895.062500 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -193895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -193898.593750 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -193898.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -193906.640625 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -193906.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -193915.000000 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -193915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -193923.859375 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -193923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -193926.812500 Penalty: 3475.320801
	Iteration 12Q: 3 clusters Score -193926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -193928.609375 Penalty: 3475.320801
	Iteration 13Q: 3 clusters Score -193928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -193930.984375 Penalty: 3475.320801
	Iteration 14Q: 3 clusters Score -193931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -193935.890625 Penalty: 3475.320801
	Iteration 15Q: 3 clusters Score -193935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -193939.531250 Penalty: 3475.320801
	Iteration 16Q: 3 clusters Score -193939.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -193948.203125 Penalty: 3475.320801
	Iteration 17Q: 3 clusters Score -193948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -193955.046875 Penalty: 3475.320801
	Iteration 18Q: 3 clusters Score -193955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -193958.343750 Penalty: 3475.320801
	Iteration 19Q: 3 clusters Score -193958.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -193959.312500 Penalty: 3475.320801
	Iteration 20F: 3 clusters Score -193959.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Entering Unmasked Estep 
Score: -8598644.000000 Penalty: 2664.511719
	Iteration 0F: 2 clusters Score -8598644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -8569112.000000 Penalty: 5329.023438
	Iteration 0F: 3 clusters Score -8569112 nChanged 21320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -8580818.000000 Penalty: 5329.023438
	Iteration 1F: 3 clusters Score -8580818 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -8581339.000000 Penalty: 5329.023438
	Iteration 2Q: 3 clusters Score -8581339 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -8581825.000000 Penalty: 5329.023438
	Iteration 3Q: 3 clusters Score -8581825 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -8582470.000000 Penalty: 5329.023438
	Iteration 4Q: 3 clusters Score -8582470 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -8583231.000000 Penalty: 5329.023438
	Iteration 5Q: 3 clusters Score -8583231 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -8584261.000000 Penalty: 5329.023438
	Iteration 6Q: 3 clusters Score -8584261 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -8585580.000000 Penalty: 5329.023438
	Iteration 7F: 3 clusters Score -8585580 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -8587348.000000 Penalty: 5329.023438
	Iteration 8F: 3 clusters Score -8587348 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -8589873.000000 Penalty: 5329.023438
	Iteration 9F: 3 clusters Score -8589873 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -8592534.000000 Penalty: 5329.023438
	Iteration 10F: 3 clusters Score -8592534 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -8594545.000000 Penalty: 5329.023438
	Iteration 11F: 3 clusters Score -8594545 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -8595650.000000 Penalty: 5329.023438
	Iteration 12Q: 3 clusters Score -8595650 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -8596238.000000 Penalty: 5329.023438
	Iteration 13Q: 3 clusters Score -8596238 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -8596665.000000 Penalty: 5329.023438
	Iteration 14Q: 3 clusters Score -8596665 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -8596852.000000 Penalty: 5329.023438
	Iteration 15Q: 3 clusters Score -8596852 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -8596990.000000 Penalty: 5329.023438
	Iteration 16Q: 3 clusters Score -8596990 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -8597058.000000 Penalty: 5329.023438
	Iteration 17Q: 3 clusters Score -8597058 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -8597143.000000 Penalty: 5329.023438
	Iteration 18Q: 3 clusters Score -8597143 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -8597220.000000 Penalty: 5329.023438
	Iteration 19Q: 3 clusters Score -8597220 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -8597328.000000 Penalty: 5329.023438
	Iteration 20F: 3 clusters Score -8597328 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -8597360.000000 Penalty: 5329.023438
	Iteration 21Q: 3 clusters Score -8597360 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -8597431.000000 Penalty: 5329.023438
	Iteration 22Q: 3 clusters Score -8597431 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -8597508.000000 Penalty: 5329.023438
	Iteration 23Q: 3 clusters Score -8597508 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -8597574.000000 Penalty: 5329.023438
	Iteration 24Q: 3 clusters Score -8597574 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -8597607.000000 Penalty: 5329.023438
	Iteration 25Q: 3 clusters Score -8597607 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -8597664.000000 Penalty: 5329.023438
	Iteration 26Q: 3 clusters Score -8597664 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -8597672.000000 Penalty: 5329.023438
	Iteration 27Q: 3 clusters Score -8597672 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -8597719.000000 Penalty: 5329.023438
	Iteration 28Q: 3 clusters Score -8597719 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -8597743.000000 Penalty: 5329.023438
	Iteration 29Q: 3 clusters Score -8597743 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -8597788.000000 Penalty: 5329.023438
	Iteration 30Q: 3 clusters Score -8597788 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -8597813.000000 Penalty: 5329.023438
	Iteration 31Q: 3 clusters Score -8597813 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -8597857.000000 Penalty: 5329.023438
	Iteration 32Q: 3 clusters Score -8597857 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -8597885.000000 Penalty: 5329.023438
	Iteration 33Q: 3 clusters Score -8597885 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -8597880.000000 Penalty: 5329.023438
	Iteration 34Q: 3 clusters Score -8597880 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8597886.000000 Penalty: 5329.023438
	Iteration 35Q: 3 clusters Score -8597886 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -8597923.000000 Penalty: 5329.023438
	Iteration 36Q: 3 clusters Score -8597923 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -8597910.000000 Penalty: 5329.023438
	Iteration 37Q: 3 clusters Score -8597910 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -8597928.000000 Penalty: 5329.023438
	Iteration 38Q: 3 clusters Score -8597928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8597916.000000 Penalty: 5329.023438
	Iteration 39Q: 3 clusters Score -8597916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8597920.000000 Penalty: 5329.023438
	Iteration 40F: 3 clusters Score -8597920 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8597903.000000 Penalty: 5329.023438
	Iteration 41Q: 3 clusters Score -8597903 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -8597896.000000 Penalty: 5329.023438
	Iteration 42Q: 3 clusters Score -8597896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -8597902.000000 Penalty: 5329.023438
	Iteration 43Q: 3 clusters Score -8597902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -8597866.000000 Penalty: 5329.023438
	Iteration 44Q: 3 clusters Score -8597866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8597887.000000 Penalty: 5329.023438
	Iteration 45Q: 3 clusters Score -8597887 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8597898.000000 Penalty: 5329.023438
	Iteration 46Q: 3 clusters Score -8597898 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8597860.000000 Penalty: 5329.023438
	Iteration 47Q: 3 clusters Score -8597860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8597845.000000 Penalty: 5329.023438
	Iteration 48Q: 3 clusters Score -8597845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8597837.000000 Penalty: 5329.023438
	Iteration 49Q: 3 clusters Score -8597837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8597830.000000 Penalty: 5329.023438
	Iteration 50Q: 3 clusters Score -8597830 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -8597824.000000 Penalty: 5329.023438
	Iteration 51Q: 3 clusters Score -8597824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8597832.000000 Penalty: 5329.023438
	Iteration 52Q: 3 clusters Score -8597832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8597835.000000 Penalty: 5329.023438
	Iteration 53Q: 3 clusters Score -8597835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8597819.000000 Penalty: 5329.023438
	Iteration 54Q: 3 clusters Score -8597819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8597805.000000 Penalty: 5329.023438
	Iteration 55Q: 3 clusters Score -8597805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8597806.000000 Penalty: 5329.023438
	Iteration 56Q: 3 clusters Score -8597806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8597796.000000 Penalty: 5329.023438
	Iteration 57Q: 3 clusters Score -8597796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8597778.000000 Penalty: 5329.023438
	Iteration 58Q: 3 clusters Score -8597778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8597760.000000 Penalty: 5329.023438
	Iteration 59Q: 3 clusters Score -8597760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8597745.000000 Penalty: 5329.023438
	Iteration 60F: 3 clusters Score -8597745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8597756.000000 Penalty: 5329.023438
	Iteration 61Q: 3 clusters Score -8597756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8597765.000000 Penalty: 5329.023438
	Iteration 62Q: 3 clusters Score -8597765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8597757.000000 Penalty: 5329.023438
	Iteration 63Q: 3 clusters Score -8597757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8597731.000000 Penalty: 5329.023438
	Iteration 64Q: 3 clusters Score -8597731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8597732.000000 Penalty: 5329.023438
	Iteration 65Q: 3 clusters Score -8597732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8597715.000000 Penalty: 5329.023438
	Iteration 66Q: 3 clusters Score -8597715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8597704.000000 Penalty: 5329.023438
	Iteration 67Q: 3 clusters Score -8597704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8597692.000000 Penalty: 5329.023438
	Iteration 68Q: 3 clusters Score -8597692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8597694.000000 Penalty: 5329.023438
	Iteration 69Q: 3 clusters Score -8597694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -8597690.000000 Penalty: 5329.023438
	Iteration 70Q: 3 clusters Score -8597690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8597687.000000 Penalty: 5329.023438
	Iteration 71Q: 3 clusters Score -8597687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8597689.000000 Penalty: 5329.023438
	Iteration 72Q: 3 clusters Score -8597689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8597689.000000 Penalty: 5329.023438
	Iteration 73Q: 3 clusters Score -8597689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8597689.000000 Penalty: 5329.023438
	Iteration 74F: 3 clusters Score -8597689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Entering Unmasked Estep 
Score: -5905859.500000 Penalty: 2578.386230
	Iteration 0F: 2 clusters Score -5905860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -5883332.000000 Penalty: 5156.772461
	Iteration 0F: 3 clusters Score -5883332 nChanged 14864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5891336.000000 Penalty: 5156.772461
	Iteration 1F: 3 clusters Score -5891336 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -5891706.500000 Penalty: 5156.772461
	Iteration 2Q: 3 clusters Score -5891706 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -5892016.000000 Penalty: 5156.772461
	Iteration 3Q: 3 clusters Score -5892016 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -5892278.500000 Penalty: 5156.772461
	Iteration 4Q: 3 clusters Score -5892278 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -5892535.500000 Penalty: 5156.772461
	Iteration 5Q: 3 clusters Score -5892536 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -5892767.500000 Penalty: 5156.772461
	Iteration 6Q: 3 clusters Score -5892768 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -5892945.500000 Penalty: 5156.772461
	Iteration 7Q: 3 clusters Score -5892946 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -5893156.500000 Penalty: 5156.772461
	Iteration 8Q: 3 clusters Score -5893156 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -5893417.500000 Penalty: 5156.772461
	Iteration 9Q: 3 clusters Score -5893418 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -5893697.000000 Penalty: 5156.772461
	Iteration 10Q: 3 clusters Score -5893697 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -5894155.500000 Penalty: 5156.772461
	Iteration 11Q: 3 clusters Score -5894156 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -5894793.000000 Penalty: 5156.772461
	Iteration 12Q: 3 clusters Score -5894793 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -5895646.000000 Penalty: 5156.772461
	Iteration 13Q: 3 clusters Score -5895646 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -5896584.000000 Penalty: 5156.772461
	Iteration 14Q: 3 clusters Score -5896584 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -5897297.000000 Penalty: 5156.772461
	Iteration 15Q: 3 clusters Score -5897297 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -5897674.000000 Penalty: 5156.772461
	Iteration 16Q: 3 clusters Score -5897674 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -5897773.500000 Penalty: 5156.772461
	Iteration 17Q: 3 clusters Score -5897774 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -5897847.000000 Penalty: 5156.772461
	Iteration 18Q: 3 clusters Score -5897847 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -5897854.500000 Penalty: 5156.772461
	Iteration 19Q: 3 clusters Score -5897854 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -5897882.500000 Penalty: 5156.772461
	Iteration 20F: 3 clusters Score -5897882 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -5897890.000000 Penalty: 5156.772461
	Iteration 21Q: 3 clusters Score -5897890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -5897890.000000 Penalty: 5156.772461
	Iteration 22Q: 3 clusters Score -5897890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -5897945.000000 Penalty: 5156.772461
	Iteration 23Q: 3 clusters Score -5897945 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5897948.500000 Penalty: 5156.772461
	Iteration 24Q: 3 clusters Score -5897948 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -5897951.000000 Penalty: 5156.772461
	Iteration 25Q: 3 clusters Score -5897951 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -5897956.500000 Penalty: 5156.772461
	Iteration 26Q: 3 clusters Score -5897956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -5897960.000000 Penalty: 5156.772461
	Iteration 27Q: 3 clusters Score -5897960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -5897945.000000 Penalty: 5156.772461
	Iteration 28Q: 3 clusters Score -5897945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5897944.000000 Penalty: 5156.772461
	Iteration 29Q: 3 clusters Score -5897944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -5897957.000000 Penalty: 5156.772461
	Iteration 30Q: 3 clusters Score -5897957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -5897957.000000 Penalty: 5156.772461
	Iteration 31Q: 3 clusters Score -5897957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -5897966.000000 Penalty: 5156.772461
	Iteration 32Q: 3 clusters Score -5897966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -5897976.000000 Penalty: 5156.772461
	Iteration 33Q: 3 clusters Score -5897976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -5897986.000000 Penalty: 5156.772461
	Iteration 34Q: 3 clusters Score -5897986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -5897989.000000 Penalty: 5156.772461
	Iteration 35Q: 3 clusters Score -5897989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -5898006.000000 Penalty: 5156.772461
	Iteration 36Q: 3 clusters Score -5898006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -5898001.000000 Penalty: 5156.772461
	Iteration 37Q: 3 clusters Score -5898001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -5897992.000000 Penalty: 5156.772461
	Iteration 38Q: 3 clusters Score -5897992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -5898011.000000 Penalty: 5156.772461
	Iteration 39Q: 3 clusters Score -5898011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -5898017.000000 Penalty: 5156.772461
	Iteration 40F: 3 clusters Score -5898017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -5898020.500000 Penalty: 5156.772461
	Iteration 41Q: 3 clusters Score -5898020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5898029.000000 Penalty: 5156.772461
	Iteration 42Q: 3 clusters Score -5898029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -5898046.000000 Penalty: 5156.772461
	Iteration 43Q: 3 clusters Score -5898046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -5898044.000000 Penalty: 5156.772461
	Iteration 44Q: 3 clusters Score -5898044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5898049.000000 Penalty: 5156.772461
	Iteration 45Q: 3 clusters Score -5898049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -5898048.000000 Penalty: 5156.772461
	Iteration 46Q: 3 clusters Score -5898048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -5898051.500000 Penalty: 5156.772461
	Iteration 47Q: 3 clusters Score -5898052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -5898057.500000 Penalty: 5156.772461
	Iteration 48Q: 3 clusters Score -5898058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -5898046.500000 Penalty: 5156.772461
	Iteration 49Q: 3 clusters Score -5898046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -5898046.500000 Penalty: 5156.772461
	Iteration 50Q: 3 clusters Score -5898046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -5898061.500000 Penalty: 5156.772461
	Iteration 51Q: 3 clusters Score -5898062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -5898057.500000 Penalty: 5156.772461
	Iteration 52Q: 3 clusters Score -5898058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -5898064.500000 Penalty: 5156.772461
	Iteration 53Q: 3 clusters Score -5898064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -5898070.500000 Penalty: 5156.772461
	Iteration 54Q: 3 clusters Score -5898070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -5898082.500000 Penalty: 5156.772461
	Iteration 55Q: 3 clusters Score -5898082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -5898081.500000 Penalty: 5156.772461
	Iteration 56Q: 3 clusters Score -5898082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -5898085.000000 Penalty: 5156.772461
	Iteration 57Q: 3 clusters Score -5898085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -5898076.000000 Penalty: 5156.772461
	Iteration 58Q: 3 clusters Score -5898076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -5898084.500000 Penalty: 5156.772461
	Iteration 59Q: 3 clusters Score -5898084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -5898085.500000 Penalty: 5156.772461
	Iteration 60F: 3 clusters Score -5898086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -5898084.500000 Penalty: 5156.772461
	Iteration 61Q: 3 clusters Score -5898084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -5898091.500000 Penalty: 5156.772461
	Iteration 62Q: 3 clusters Score -5898092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -5898078.500000 Penalty: 5156.772461
	Iteration 63Q: 3 clusters Score -5898078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5898085.500000 Penalty: 5156.772461
	Iteration 64Q: 3 clusters Score -5898086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -5898087.500000 Penalty: 5156.772461
	Iteration 65Q: 3 clusters Score -5898088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -5898090.000000 Penalty: 5156.772461
	Iteration 66Q: 3 clusters Score -5898090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -5898088.500000 Penalty: 5156.772461
	Iteration 67Q: 3 clusters Score -5898088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -5898091.000000 Penalty: 5156.772461
	Iteration 68Q: 3 clusters Score -5898091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -5898096.500000 Penalty: 5156.772461
	Iteration 69Q: 3 clusters Score -5898096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -5898090.000000 Penalty: 5156.772461
	Iteration 70Q: 3 clusters Score -5898090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5898096.500000 Penalty: 5156.772461
	Iteration 71Q: 3 clusters Score -5898096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -5898098.500000 Penalty: 5156.772461
	Iteration 72Q: 3 clusters Score -5898098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -5898097.500000 Penalty: 5156.772461
	Iteration 73Q: 3 clusters Score -5898098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -5898099.000000 Penalty: 5156.772461
	Iteration 74Q: 3 clusters Score -5898099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -5898089.500000 Penalty: 5156.772461
	Iteration 75Q: 3 clusters Score -5898090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -5898098.000000 Penalty: 5156.772461
	Iteration 76Q: 3 clusters Score -5898098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -5898116.000000 Penalty: 5156.772461
	Iteration 77Q: 3 clusters Score -5898116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -5898118.000000 Penalty: 5156.772461
	Iteration 78Q: 3 clusters Score -5898118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -5898119.500000 Penalty: 5156.772461
	Iteration 79Q: 3 clusters Score -5898120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -5898133.000000 Penalty: 5156.772461
	Iteration 80F: 3 clusters Score -5898133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -5898131.500000 Penalty: 5156.772461
	Iteration 81Q: 3 clusters Score -5898132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -5898134.500000 Penalty: 5156.772461
	Iteration 82Q: 3 clusters Score -5898134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -5898132.500000 Penalty: 5156.772461
	Iteration 83Q: 3 clusters Score -5898132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -5898150.500000 Penalty: 5156.772461
	Iteration 84Q: 3 clusters Score -5898150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -5898148.000000 Penalty: 5156.772461
	Iteration 85Q: 3 clusters Score -5898148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -5898160.000000 Penalty: 5156.772461
	Iteration 86Q: 3 clusters Score -5898160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -5898158.000000 Penalty: 5156.772461
	Iteration 87Q: 3 clusters Score -5898158 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -5898166.500000 Penalty: 5156.772461
	Iteration 88Q: 3 clusters Score -5898166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -5898181.500000 Penalty: 5156.772461
	Iteration 89Q: 3 clusters Score -5898182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -5898179.500000 Penalty: 5156.772461
	Iteration 90Q: 3 clusters Score -5898180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -5898190.000000 Penalty: 5156.772461
	Iteration 91Q: 3 clusters Score -5898190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -5898192.000000 Penalty: 5156.772461
	Iteration 92Q: 3 clusters Score -5898192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -5898211.000000 Penalty: 5156.772461
	Iteration 93Q: 3 clusters Score -5898211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -5898205.000000 Penalty: 5156.772461
	Iteration 94Q: 3 clusters Score -5898205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -5898200.000000 Penalty: 5156.772461
	Iteration 95Q: 3 clusters Score -5898200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -5898204.000000 Penalty: 5156.772461
	Iteration 96Q: 3 clusters Score -5898204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -5898201.000000 Penalty: 5156.772461
	Iteration 97Q: 3 clusters Score -5898201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -5898211.000000 Penalty: 5156.772461
	Iteration 98Q: 3 clusters Score -5898211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -5898212.500000 Penalty: 5156.772461
	Iteration 99Q: 3 clusters Score -5898212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -5898217.000000 Penalty: 5156.772461
	Iteration 100F: 3 clusters Score -5898217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5898214.000000 Penalty: 5156.772461
	Iteration 101Q: 3 clusters Score -5898214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5898209.000000 Penalty: 5156.772461
	Iteration 102Q: 3 clusters Score -5898209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -5898208.500000 Penalty: 5156.772461
	Iteration 103Q: 3 clusters Score -5898208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -5898207.000000 Penalty: 5156.772461
	Iteration 104Q: 3 clusters Score -5898207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -5898214.500000 Penalty: 5156.772461
	Iteration 105Q: 3 clusters Score -5898214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5898217.500000 Penalty: 5156.772461
	Iteration 106Q: 3 clusters Score -5898218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -5898216.500000 Penalty: 5156.772461
	Iteration 107Q: 3 clusters Score -5898216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5898209.000000 Penalty: 5156.772461
	Iteration 108Q: 3 clusters Score -5898209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -5898211.000000 Penalty: 5156.772461
	Iteration 109Q: 3 clusters Score -5898211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -5898226.000000 Penalty: 5156.772461
	Iteration 110Q: 3 clusters Score -5898226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5898239.000000 Penalty: 5156.772461
	Iteration 111Q: 3 clusters Score -5898239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5898240.500000 Penalty: 5156.772461
	Iteration 112Q: 3 clusters Score -5898240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -5898233.000000 Penalty: 5156.772461
	Iteration 113Q: 3 clusters Score -5898233 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -5898243.500000 Penalty: 5156.772461
	Iteration 114Q: 3 clusters Score -5898244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -5898252.000000 Penalty: 5156.772461
	Iteration 115Q: 3 clusters Score -5898252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5898255.000000 Penalty: 5156.772461
	Iteration 116Q: 3 clusters Score -5898255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -5898263.000000 Penalty: 5156.772461
	Iteration 117Q: 3 clusters Score -5898263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -5898263.500000 Penalty: 5156.772461
	Iteration 118Q: 3 clusters Score -5898264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5898264.500000 Penalty: 5156.772461
	Iteration 119Q: 3 clusters Score -5898264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -5898267.000000 Penalty: 5156.772461
	Iteration 120F: 3 clusters Score -5898267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -5898267.000000 Penalty: 5156.772461
	Iteration 121Q: 3 clusters Score -5898267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -5898277.500000 Penalty: 5156.772461
	Iteration 122Q: 3 clusters Score -5898278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5898292.500000 Penalty: 5156.772461
	Iteration 123Q: 3 clusters Score -5898292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -5898292.000000 Penalty: 5156.772461
	Iteration 124Q: 3 clusters Score -5898292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5898301.500000 Penalty: 5156.772461
	Iteration 125Q: 3 clusters Score -5898302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -5898321.000000 Penalty: 5156.772461
	Iteration 126Q: 3 clusters Score -5898321 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -5898310.500000 Penalty: 5156.772461
	Iteration 127Q: 3 clusters Score -5898310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -5898315.500000 Penalty: 5156.772461
	Iteration 128Q: 3 clusters Score -5898316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -5898308.000000 Penalty: 5156.772461
	Iteration 129Q: 3 clusters Score -5898308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -5898323.000000 Penalty: 5156.772461
	Iteration 130Q: 3 clusters Score -5898323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -5898329.000000 Penalty: 5156.772461
	Iteration 131Q: 3 clusters Score -5898329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -5898327.500000 Penalty: 5156.772461
	Iteration 132Q: 3 clusters Score -5898328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5898334.500000 Penalty: 5156.772461
	Iteration 133Q: 3 clusters Score -5898334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -5898337.000000 Penalty: 5156.772461
	Iteration 134Q: 3 clusters Score -5898337 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -5898325.000000 Penalty: 5156.772461
	Iteration 135Q: 3 clusters Score -5898325 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -5898347.000000 Penalty: 5156.772461
	Iteration 136Q: 3 clusters Score -5898347 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -5898349.500000 Penalty: 5156.772461
	Iteration 137Q: 3 clusters Score -5898350 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -5898377.500000 Penalty: 5156.772461
	Iteration 138Q: 3 clusters Score -5898378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -5898390.000000 Penalty: 5156.772461
	Iteration 139Q: 3 clusters Score -5898390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -5898385.500000 Penalty: 5156.772461
	Iteration 140F: 3 clusters Score -5898386 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -5898393.500000 Penalty: 5156.772461
	Iteration 141Q: 3 clusters Score -5898394 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -5898410.000000 Penalty: 5156.772461
	Iteration 142Q: 3 clusters Score -5898410 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -5898418.500000 Penalty: 5156.772461
	Iteration 143Q: 3 clusters Score -5898418 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -5898430.500000 Penalty: 5156.772461
	Iteration 144Q: 3 clusters Score -5898430 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -5898443.500000 Penalty: 5156.772461
	Iteration 145Q: 3 clusters Score -5898444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -5898461.000000 Penalty: 5156.772461
	Iteration 146Q: 3 clusters Score -5898461 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -5898494.500000 Penalty: 5156.772461
	Iteration 147Q: 3 clusters Score -5898494 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -5898492.500000 Penalty: 5156.772461
	Iteration 148Q: 3 clusters Score -5898492 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -5898495.500000 Penalty: 5156.772461
	Iteration 149Q: 3 clusters Score -5898496 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -5898525.000000 Penalty: 5156.772461
	Iteration 150Q: 3 clusters Score -5898525 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -5898553.000000 Penalty: 5156.772461
	Iteration 151Q: 3 clusters Score -5898553 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5898596.500000 Penalty: 5156.772461
	Iteration 152Q: 3 clusters Score -5898596 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5898635.000000 Penalty: 5156.772461
	Iteration 153Q: 3 clusters Score -5898635 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -5898681.000000 Penalty: 5156.772461
	Iteration 154Q: 3 clusters Score -5898681 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -5898693.500000 Penalty: 5156.772461
	Iteration 155Q: 3 clusters Score -5898694 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -5898705.000000 Penalty: 5156.772461
	Iteration 156Q: 3 clusters Score -5898705 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -5898784.500000 Penalty: 5156.772461
	Iteration 157Q: 3 clusters Score -5898784 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5898822.000000 Penalty: 5156.772461
	Iteration 158Q: 3 clusters Score -5898822 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -5898849.000000 Penalty: 5156.772461
	Iteration 159Q: 3 clusters Score -5898849 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -5898905.000000 Penalty: 5156.772461
	Iteration 160F: 3 clusters Score -5898905 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5898991.000000 Penalty: 5156.772461
	Iteration 161Q: 3 clusters Score -5898991 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -5899059.500000 Penalty: 5156.772461
	Iteration 162Q: 3 clusters Score -5899060 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -5899122.500000 Penalty: 5156.772461
	Iteration 163Q: 3 clusters Score -5899122 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -5899239.000000 Penalty: 5156.772461
	Iteration 164Q: 3 clusters Score -5899239 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -5899344.000000 Penalty: 5156.772461
	Iteration 165Q: 3 clusters Score -5899344 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -5899443.500000 Penalty: 5156.772461
	Iteration 166Q: 3 clusters Score -5899444 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -5899566.000000 Penalty: 5156.772461
	Iteration 167Q: 3 clusters Score -5899566 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -5899695.000000 Penalty: 5156.772461
	Iteration 168Q: 3 clusters Score -5899695 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -5899825.000000 Penalty: 5156.772461
	Iteration 169Q: 3 clusters Score -5899825 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -5899977.500000 Penalty: 5156.772461
	Iteration 170Q: 3 clusters Score -5899978 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -5900151.500000 Penalty: 5156.772461
	Iteration 171Q: 3 clusters Score -5900152 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -5900364.000000 Penalty: 5156.772461
	Iteration 172Q: 3 clusters Score -5900364 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -5900595.000000 Penalty: 5156.772461
	Iteration 173Q: 3 clusters Score -5900595 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5900870.000000 Penalty: 5156.772461
	Iteration 174Q: 3 clusters Score -5900870 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -5901122.000000 Penalty: 5156.772461
	Iteration 175Q: 3 clusters Score -5901122 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -5901429.500000 Penalty: 5156.772461
	Iteration 176Q: 3 clusters Score -5901430 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -5901705.000000 Penalty: 5156.772461
	Iteration 177Q: 3 clusters Score -5901705 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -5901993.500000 Penalty: 5156.772461
	Iteration 178Q: 3 clusters Score -5901994 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -5902253.500000 Penalty: 5156.772461
	Iteration 179Q: 3 clusters Score -5902254 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -5902508.000000 Penalty: 5156.772461
	Iteration 180F: 3 clusters Score -5902508 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5902703.000000 Penalty: 5156.772461
	Iteration 181Q: 3 clusters Score -5902703 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -5902927.000000 Penalty: 5156.772461
	Iteration 182Q: 3 clusters Score -5902927 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -5903070.500000 Penalty: 5156.772461
	Iteration 183Q: 3 clusters Score -5903070 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -5903185.000000 Penalty: 5156.772461
	Iteration 184Q: 3 clusters Score -5903185 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -5903250.000000 Penalty: 5156.772461
	Iteration 185Q: 3 clusters Score -5903250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -5903329.500000 Penalty: 5156.772461
	Iteration 186Q: 3 clusters Score -5903330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -5903385.000000 Penalty: 5156.772461
	Iteration 187Q: 3 clusters Score -5903385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -5903434.500000 Penalty: 5156.772461
	Iteration 188Q: 3 clusters Score -5903434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -5903480.000000 Penalty: 5156.772461
	Iteration 189Q: 3 clusters Score -5903480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -5903484.500000 Penalty: 5156.772461
	Iteration 190Q: 3 clusters Score -5903484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -5903524.000000 Penalty: 5156.772461
	Iteration 191Q: 3 clusters Score -5903524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -5903540.000000 Penalty: 5156.772461
	Iteration 192Q: 3 clusters Score -5903540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -5903557.000000 Penalty: 5156.772461
	Iteration 193Q: 3 clusters Score -5903557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -5903566.500000 Penalty: 5156.772461
	Iteration 194Q: 3 clusters Score -5903566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -5903585.500000 Penalty: 5156.772461
	Iteration 195Q: 3 clusters Score -5903586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -5903583.500000 Penalty: 5156.772461
	Iteration 196Q: 3 clusters Score -5903584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -5903586.000000 Penalty: 5156.772461
	Iteration 197Q: 3 clusters Score -5903586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -5903583.500000 Penalty: 5156.772461
	Iteration 198Q: 3 clusters Score -5903584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -5903597.000000 Penalty: 5156.772461
	Iteration 199Q: 3 clusters Score -5903597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -5903599.000000 Penalty: 5156.772461
	Iteration 200F: 3 clusters Score -5903599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -5903598.000000 Penalty: 5156.772461
	Iteration 201Q: 3 clusters Score -5903598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -5903598.000000 Penalty: 5156.772461
	Iteration 202F: 3 clusters Score -5903598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -214525.562500 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -214525.6 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 681 members 
Entering Unmasked Estep 
Score: -212390.234375 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -212390.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -212937.546875 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -212937.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -213229.187500 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -213229.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -213443.546875 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -213443.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -213626.921875 Penalty: 3572.889160
	Iteration 4F: 3 clusters Score -213626.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213756.609375 Penalty: 3572.889160
	Iteration 5Q: 3 clusters Score -213756.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -213843.953125 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -213844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -213913.843750 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -213913.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -214077.375000 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -214077.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -214161.078125 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -214161.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -214184.421875 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -214184.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -214192.453125 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -214192.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -214196.078125 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -214196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -214197.109375 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -214197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -214197.109375 Penalty: 3572.889160
	Iteration 14F: 3 clusters Score -214197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Entering Unmasked Estep 
Score: -9059171.000000 Penalty: 2675.909668
	Iteration 0F: 2 clusters Score -9059171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -9029336.000000 Penalty: 5351.819336
	Iteration 0F: 3 clusters Score -9029336 nChanged 22503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -9042030.000000 Penalty: 5351.819336
	Iteration 1F: 3 clusters Score -9042030 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -9042617.000000 Penalty: 5351.819336
	Iteration 2Q: 3 clusters Score -9042617 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -9043266.000000 Penalty: 5351.819336
	Iteration 3Q: 3 clusters Score -9043266 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -9043955.000000 Penalty: 5351.819336
	Iteration 4Q: 3 clusters Score -9043955 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -9044729.000000 Penalty: 5351.819336
	Iteration 5Q: 3 clusters Score -9044729 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -9045794.000000 Penalty: 5351.819336
	Iteration 6Q: 3 clusters Score -9045794 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -9047380.000000 Penalty: 5351.819336
	Iteration 7F: 3 clusters Score -9047380 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -9049527.000000 Penalty: 5351.819336
	Iteration 8F: 3 clusters Score -9049527 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -9051659.000000 Penalty: 5351.819336
	Iteration 9F: 3 clusters Score -9051659 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -9053106.000000 Penalty: 5351.819336
	Iteration 10F: 3 clusters Score -9053106 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -9053781.000000 Penalty: 5351.819336
	Iteration 11Q: 3 clusters Score -9053781 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -9054153.000000 Penalty: 5351.819336
	Iteration 12Q: 3 clusters Score -9054153 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -9054556.000000 Penalty: 5351.819336
	Iteration 13Q: 3 clusters Score -9054556 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -9054835.000000 Penalty: 5351.819336
	Iteration 14Q: 3 clusters Score -9054835 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -9055199.000000 Penalty: 5351.819336
	Iteration 15Q: 3 clusters Score -9055199 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -9055514.000000 Penalty: 5351.819336
	Iteration 16Q: 3 clusters Score -9055514 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -9055859.000000 Penalty: 5351.819336
	Iteration 17Q: 3 clusters Score -9055859 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -9056142.000000 Penalty: 5351.819336
	Iteration 18Q: 3 clusters Score -9056142 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -9056343.000000 Penalty: 5351.819336
	Iteration 19Q: 3 clusters Score -9056343 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -9056578.000000 Penalty: 5351.819336
	Iteration 20F: 3 clusters Score -9056578 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -9056723.000000 Penalty: 5351.819336
	Iteration 21Q: 3 clusters Score -9056723 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -9056832.000000 Penalty: 5351.819336
	Iteration 22Q: 3 clusters Score -9056832 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -9056868.000000 Penalty: 5351.819336
	Iteration 23Q: 3 clusters Score -9056868 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -9056959.000000 Penalty: 5351.819336
	Iteration 24Q: 3 clusters Score -9056959 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -9057039.000000 Penalty: 5351.819336
	Iteration 25Q: 3 clusters Score -9057039 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -9057055.000000 Penalty: 5351.819336
	Iteration 26Q: 3 clusters Score -9057055 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -9057098.000000 Penalty: 5351.819336
	Iteration 27Q: 3 clusters Score -9057098 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -9057124.000000 Penalty: 5351.819336
	Iteration 28Q: 3 clusters Score -9057124 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -9057181.000000 Penalty: 5351.819336
	Iteration 29Q: 3 clusters Score -9057181 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -9057228.000000 Penalty: 5351.819336
	Iteration 30Q: 3 clusters Score -9057228 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -9057248.000000 Penalty: 5351.819336
	Iteration 31Q: 3 clusters Score -9057248 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -9057267.000000 Penalty: 5351.819336
	Iteration 32Q: 3 clusters Score -9057267 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -9057280.000000 Penalty: 5351.819336
	Iteration 33Q: 3 clusters Score -9057280 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -9057312.000000 Penalty: 5351.819336
	Iteration 34Q: 3 clusters Score -9057312 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -9057318.000000 Penalty: 5351.819336
	Iteration 35Q: 3 clusters Score -9057318 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -9057310.000000 Penalty: 5351.819336
	Iteration 36Q: 3 clusters Score -9057310 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -9057353.000000 Penalty: 5351.819336
	Iteration 37Q: 3 clusters Score -9057353 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -9057364.000000 Penalty: 5351.819336
	Iteration 38Q: 3 clusters Score -9057364 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -9057390.000000 Penalty: 5351.819336
	Iteration 39Q: 3 clusters Score -9057390 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -9057398.000000 Penalty: 5351.819336
	Iteration 40F: 3 clusters Score -9057398 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -9057404.000000 Penalty: 5351.819336
	Iteration 41Q: 3 clusters Score -9057404 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -9057423.000000 Penalty: 5351.819336
	Iteration 42Q: 3 clusters Score -9057423 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -9057453.000000 Penalty: 5351.819336
	Iteration 43Q: 3 clusters Score -9057453 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -9057453.000000 Penalty: 5351.819336
	Iteration 44Q: 3 clusters Score -9057453 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -9057443.000000 Penalty: 5351.819336
	Iteration 45Q: 3 clusters Score -9057443 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -9057469.000000 Penalty: 5351.819336
	Iteration 46Q: 3 clusters Score -9057469 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -9057468.000000 Penalty: 5351.819336
	Iteration 47Q: 3 clusters Score -9057468 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -9057491.000000 Penalty: 5351.819336
	Iteration 48Q: 3 clusters Score -9057491 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -9057513.000000 Penalty: 5351.819336
	Iteration 49Q: 3 clusters Score -9057513 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -9057548.000000 Penalty: 5351.819336
	Iteration 50Q: 3 clusters Score -9057548 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -9057539.000000 Penalty: 5351.819336
	Iteration 51Q: 3 clusters Score -9057539 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -9057542.000000 Penalty: 5351.819336
	Iteration 52Q: 3 clusters Score -9057542 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -9057553.000000 Penalty: 5351.819336
	Iteration 53Q: 3 clusters Score -9057553 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -9057546.000000 Penalty: 5351.819336
	Iteration 54Q: 3 clusters Score -9057546 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -9057565.000000 Penalty: 5351.819336
	Iteration 55Q: 3 clusters Score -9057565 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -9057568.000000 Penalty: 5351.819336
	Iteration 56Q: 3 clusters Score -9057568 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -9057568.000000 Penalty: 5351.819336
	Iteration 57Q: 3 clusters Score -9057568 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -9057608.000000 Penalty: 5351.819336
	Iteration 58Q: 3 clusters Score -9057608 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -9057631.000000 Penalty: 5351.819336
	Iteration 59Q: 3 clusters Score -9057631 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -9057641.000000 Penalty: 5351.819336
	Iteration 60F: 3 clusters Score -9057641 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -9057653.000000 Penalty: 5351.819336
	Iteration 61Q: 3 clusters Score -9057653 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -9057717.000000 Penalty: 5351.819336
	Iteration 62Q: 3 clusters Score -9057717 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -9057724.000000 Penalty: 5351.819336
	Iteration 63Q: 3 clusters Score -9057724 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -9057807.000000 Penalty: 5351.819336
	Iteration 64Q: 3 clusters Score -9057807 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -9057802.000000 Penalty: 5351.819336
	Iteration 65Q: 3 clusters Score -9057802 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -9057863.000000 Penalty: 5351.819336
	Iteration 66Q: 3 clusters Score -9057863 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -9057877.000000 Penalty: 5351.819336
	Iteration 67Q: 3 clusters Score -9057877 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -9057875.000000 Penalty: 5351.819336
	Iteration 68Q: 3 clusters Score -9057875 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -9057892.000000 Penalty: 5351.819336
	Iteration 69Q: 3 clusters Score -9057892 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -9057899.000000 Penalty: 5351.819336
	Iteration 70Q: 3 clusters Score -9057899 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -9057923.000000 Penalty: 5351.819336
	Iteration 71Q: 3 clusters Score -9057923 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -9057910.000000 Penalty: 5351.819336
	Iteration 72Q: 3 clusters Score -9057910 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -9057937.000000 Penalty: 5351.819336
	Iteration 73Q: 3 clusters Score -9057937 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -9057958.000000 Penalty: 5351.819336
	Iteration 74Q: 3 clusters Score -9057958 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -9057966.000000 Penalty: 5351.819336
	Iteration 75Q: 3 clusters Score -9057966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -9057981.000000 Penalty: 5351.819336
	Iteration 76Q: 3 clusters Score -9057981 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -9057978.000000 Penalty: 5351.819336
	Iteration 77Q: 3 clusters Score -9057978 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -9057989.000000 Penalty: 5351.819336
	Iteration 78Q: 3 clusters Score -9057989 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -9057984.000000 Penalty: 5351.819336
	Iteration 79Q: 3 clusters Score -9057984 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -9057978.000000 Penalty: 5351.819336
	Iteration 80F: 3 clusters Score -9057978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -9057968.000000 Penalty: 5351.819336
	Iteration 81Q: 3 clusters Score -9057968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -9057949.000000 Penalty: 5351.819336
	Iteration 82Q: 3 clusters Score -9057949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -9057948.000000 Penalty: 5351.819336
	Iteration 83Q: 3 clusters Score -9057948 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -9057948.000000 Penalty: 5351.819336
	Iteration 84Q: 3 clusters Score -9057948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -9057971.000000 Penalty: 5351.819336
	Iteration 85Q: 3 clusters Score -9057971 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -9057972.000000 Penalty: 5351.819336
	Iteration 86Q: 3 clusters Score -9057972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -9057971.000000 Penalty: 5351.819336
	Iteration 87Q: 3 clusters Score -9057971 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -9057944.000000 Penalty: 5351.819336
	Iteration 88Q: 3 clusters Score -9057944 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -9057945.000000 Penalty: 5351.819336
	Iteration 89Q: 3 clusters Score -9057945 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -9057933.000000 Penalty: 5351.819336
	Iteration 90Q: 3 clusters Score -9057933 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -9057945.000000 Penalty: 5351.819336
	Iteration 91Q: 3 clusters Score -9057945 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -9057941.000000 Penalty: 5351.819336
	Iteration 92Q: 3 clusters Score -9057941 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -9057919.000000 Penalty: 5351.819336
	Iteration 93Q: 3 clusters Score -9057919 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -9057915.000000 Penalty: 5351.819336
	Iteration 94Q: 3 clusters Score -9057915 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -9057898.000000 Penalty: 5351.819336
	Iteration 95Q: 3 clusters Score -9057898 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -9057865.000000 Penalty: 5351.819336
	Iteration 96Q: 3 clusters Score -9057865 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -9057846.000000 Penalty: 5351.819336
	Iteration 97Q: 3 clusters Score -9057846 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -9057816.000000 Penalty: 5351.819336
	Iteration 98Q: 3 clusters Score -9057816 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -9057806.000000 Penalty: 5351.819336
	Iteration 99Q: 3 clusters Score -9057806 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -9057788.000000 Penalty: 5351.819336
	Iteration 100F: 3 clusters Score -9057788 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -9057773.000000 Penalty: 5351.819336
	Iteration 101Q: 3 clusters Score -9057773 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -9057782.000000 Penalty: 5351.819336
	Iteration 102Q: 3 clusters Score -9057782 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -9057754.000000 Penalty: 5351.819336
	Iteration 103Q: 3 clusters Score -9057754 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -9057773.000000 Penalty: 5351.819336
	Iteration 104Q: 3 clusters Score -9057773 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -9057740.000000 Penalty: 5351.819336
	Iteration 105Q: 3 clusters Score -9057740 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -9057708.000000 Penalty: 5351.819336
	Iteration 106Q: 3 clusters Score -9057708 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -9057685.000000 Penalty: 5351.819336
	Iteration 107Q: 3 clusters Score -9057685 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -9057680.000000 Penalty: 5351.819336
	Iteration 108Q: 3 clusters Score -9057680 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -9057647.000000 Penalty: 5351.819336
	Iteration 109Q: 3 clusters Score -9057647 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -9057643.000000 Penalty: 5351.819336
	Iteration 110Q: 3 clusters Score -9057643 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -9057614.000000 Penalty: 5351.819336
	Iteration 111Q: 3 clusters Score -9057614 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -9057578.000000 Penalty: 5351.819336
	Iteration 112Q: 3 clusters Score -9057578 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -9057586.000000 Penalty: 5351.819336
	Iteration 113Q: 3 clusters Score -9057586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -9057540.000000 Penalty: 5351.819336
	Iteration 114Q: 3 clusters Score -9057540 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -9057505.000000 Penalty: 5351.819336
	Iteration 115Q: 3 clusters Score -9057505 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -9057453.000000 Penalty: 5351.819336
	Iteration 116Q: 3 clusters Score -9057453 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -9057437.000000 Penalty: 5351.819336
	Iteration 117Q: 3 clusters Score -9057437 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -9057408.000000 Penalty: 5351.819336
	Iteration 118Q: 3 clusters Score -9057408 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -9057389.000000 Penalty: 5351.819336
	Iteration 119Q: 3 clusters Score -9057389 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -9057359.000000 Penalty: 5351.819336
	Iteration 120F: 3 clusters Score -9057359 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -9057375.000000 Penalty: 5351.819336
	Iteration 121Q: 3 clusters Score -9057375 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -9057346.000000 Penalty: 5351.819336
	Iteration 122Q: 3 clusters Score -9057346 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -9057338.000000 Penalty: 5351.819336
	Iteration 123Q: 3 clusters Score -9057338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -9057343.000000 Penalty: 5351.819336
	Iteration 124Q: 3 clusters Score -9057343 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -9057325.000000 Penalty: 5351.819336
	Iteration 125Q: 3 clusters Score -9057325 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -9057304.000000 Penalty: 5351.819336
	Iteration 126Q: 3 clusters Score -9057304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -9057313.000000 Penalty: 5351.819336
	Iteration 127Q: 3 clusters Score -9057313 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -9057306.000000 Penalty: 5351.819336
	Iteration 128Q: 3 clusters Score -9057306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -9057291.000000 Penalty: 5351.819336
	Iteration 129Q: 3 clusters Score -9057291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -9057281.000000 Penalty: 5351.819336
	Iteration 130Q: 3 clusters Score -9057281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -9057269.000000 Penalty: 5351.819336
	Iteration 131Q: 3 clusters Score -9057269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -9057282.000000 Penalty: 5351.819336
	Iteration 132Q: 3 clusters Score -9057282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -9057261.000000 Penalty: 5351.819336
	Iteration 133Q: 3 clusters Score -9057261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -9057264.000000 Penalty: 5351.819336
	Iteration 134Q: 3 clusters Score -9057264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -9057266.000000 Penalty: 5351.819336
	Iteration 135Q: 3 clusters Score -9057266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -9057278.000000 Penalty: 5351.819336
	Iteration 136Q: 3 clusters Score -9057278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -9057262.000000 Penalty: 5351.819336
	Iteration 137Q: 3 clusters Score -9057262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -9057263.000000 Penalty: 5351.819336
	Iteration 138Q: 3 clusters Score -9057263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -9057275.000000 Penalty: 5351.819336
	Iteration 139Q: 3 clusters Score -9057275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -9057269.000000 Penalty: 5351.819336
	Iteration 140F: 3 clusters Score -9057269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -9057263.000000 Penalty: 5351.819336
	Iteration 141Q: 3 clusters Score -9057263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -9057258.000000 Penalty: 5351.819336
	Iteration 142Q: 3 clusters Score -9057258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -9057265.000000 Penalty: 5351.819336
	Iteration 143Q: 3 clusters Score -9057265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -9057270.000000 Penalty: 5351.819336
	Iteration 144Q: 3 clusters Score -9057270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -9057265.000000 Penalty: 5351.819336
	Iteration 145Q: 3 clusters Score -9057265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -9057254.000000 Penalty: 5351.819336
	Iteration 146Q: 3 clusters Score -9057254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -9057244.000000 Penalty: 5351.819336
	Iteration 147Q: 3 clusters Score -9057244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -9057249.000000 Penalty: 5351.819336
	Iteration 148Q: 3 clusters Score -9057249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -9057243.000000 Penalty: 5351.819336
	Iteration 149Q: 3 clusters Score -9057243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -9057240.000000 Penalty: 5351.819336
	Iteration 150Q: 3 clusters Score -9057240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -9057235.000000 Penalty: 5351.819336
	Iteration 151Q: 3 clusters Score -9057235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -9057234.000000 Penalty: 5351.819336
	Iteration 152Q: 3 clusters Score -9057234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -9057237.000000 Penalty: 5351.819336
	Iteration 153Q: 3 clusters Score -9057237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -9057237.000000 Penalty: 5351.819336
	Iteration 154Q: 3 clusters Score -9057237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -9057249.000000 Penalty: 5351.819336
	Iteration 155Q: 3 clusters Score -9057249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -9057241.000000 Penalty: 5351.819336
	Iteration 156Q: 3 clusters Score -9057241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -9057252.000000 Penalty: 5351.819336
	Iteration 157Q: 3 clusters Score -9057252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -9057249.000000 Penalty: 5351.819336
	Iteration 158Q: 3 clusters Score -9057249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -9057249.000000 Penalty: 5351.819336
	Iteration 159Q: 3 clusters Score -9057249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -9057256.000000 Penalty: 5351.819336
	Iteration 160F: 3 clusters Score -9057256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -9057267.000000 Penalty: 5351.819336
	Iteration 161Q: 3 clusters Score -9057267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -9057258.000000 Penalty: 5351.819336
	Iteration 162Q: 3 clusters Score -9057258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -9057254.000000 Penalty: 5351.819336
	Iteration 163Q: 3 clusters Score -9057254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -9057252.000000 Penalty: 5351.819336
	Iteration 164Q: 3 clusters Score -9057252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -9057257.000000 Penalty: 5351.819336
	Iteration 165Q: 3 clusters Score -9057257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -9057265.000000 Penalty: 5351.819336
	Iteration 166Q: 3 clusters Score -9057265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -9057266.000000 Penalty: 5351.819336
	Iteration 167Q: 3 clusters Score -9057266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -9057279.000000 Penalty: 5351.819336
	Iteration 168Q: 3 clusters Score -9057279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -9057286.000000 Penalty: 5351.819336
	Iteration 169Q: 3 clusters Score -9057286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -9057283.000000 Penalty: 5351.819336
	Iteration 170Q: 3 clusters Score -9057283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -9057293.000000 Penalty: 5351.819336
	Iteration 171Q: 3 clusters Score -9057293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -9057279.000000 Penalty: 5351.819336
	Iteration 172Q: 3 clusters Score -9057279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -9057279.000000 Penalty: 5351.819336
	Iteration 173Q: 3 clusters Score -9057279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -9057280.000000 Penalty: 5351.819336
	Iteration 174Q: 3 clusters Score -9057280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -9057279.000000 Penalty: 5351.819336
	Iteration 175Q: 3 clusters Score -9057279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -9057283.000000 Penalty: 5351.819336
	Iteration 176Q: 3 clusters Score -9057283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -9057284.000000 Penalty: 5351.819336
	Iteration 177Q: 3 clusters Score -9057284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -9057275.000000 Penalty: 5351.819336
	Iteration 178Q: 3 clusters Score -9057275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -9057276.000000 Penalty: 5351.819336
	Iteration 179Q: 3 clusters Score -9057276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -9057281.000000 Penalty: 5351.819336
	Iteration 180F: 3 clusters Score -9057281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -53871.890625 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -53871.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52540.375000 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -52540.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52706.574219 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -52706.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52751.460938 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -52751.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52776.316406 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -52776.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52785.898438 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -52785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52789.308594 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -52789.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52792.812500 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -52792.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52798.171875 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -52798.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52811.062500 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -52811.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52817.558594 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -52817.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52817.558594 Penalty: 2856.415283
	Iteration 10F: 3 clusters Score -52817.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Entering Unmasked Estep 
Score: -8236534.000000 Penalty: 2653.880127
	Iteration 0F: 2 clusters Score -8236534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -8207416.500000 Penalty: 5307.760254
	Iteration 0F: 3 clusters Score -8207416 nChanged 20414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -8219161.000000 Penalty: 5307.760254
	Iteration 1F: 3 clusters Score -8219161 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -8220227.000000 Penalty: 5307.760254
	Iteration 2F: 3 clusters Score -8220227 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -8221463.000000 Penalty: 5307.760254
	Iteration 3F: 3 clusters Score -8221463 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -8222864.000000 Penalty: 5307.760254
	Iteration 4F: 3 clusters Score -8222864 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -8224508.000000 Penalty: 5307.760254
	Iteration 5F: 3 clusters Score -8224508 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -8226391.500000 Penalty: 5307.760254
	Iteration 6F: 3 clusters Score -8226392 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -8228212.000000 Penalty: 5307.760254
	Iteration 7F: 3 clusters Score -8228212 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -8229534.000000 Penalty: 5307.760254
	Iteration 8F: 3 clusters Score -8229534 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -8230295.000000 Penalty: 5307.760254
	Iteration 9Q: 3 clusters Score -8230295 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -8230753.500000 Penalty: 5307.760254
	Iteration 10Q: 3 clusters Score -8230754 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -8231150.000000 Penalty: 5307.760254
	Iteration 11Q: 3 clusters Score -8231150 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -8231468.500000 Penalty: 5307.760254
	Iteration 12Q: 3 clusters Score -8231468 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -8231770.500000 Penalty: 5307.760254
	Iteration 13Q: 3 clusters Score -8231770 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -8232064.000000 Penalty: 5307.760254
	Iteration 14Q: 3 clusters Score -8232064 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -8232326.000000 Penalty: 5307.760254
	Iteration 15Q: 3 clusters Score -8232326 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -8232587.000000 Penalty: 5307.760254
	Iteration 16Q: 3 clusters Score -8232587 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -8232822.000000 Penalty: 5307.760254
	Iteration 17Q: 3 clusters Score -8232822 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -8233066.000000 Penalty: 5307.760254
	Iteration 18Q: 3 clusters Score -8233066 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -8233261.500000 Penalty: 5307.760254
	Iteration 19Q: 3 clusters Score -8233262 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -8233436.500000 Penalty: 5307.760254
	Iteration 20F: 3 clusters Score -8233436 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -8233584.000000 Penalty: 5307.760254
	Iteration 21Q: 3 clusters Score -8233584 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -8233731.500000 Penalty: 5307.760254
	Iteration 22Q: 3 clusters Score -8233732 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -8233872.000000 Penalty: 5307.760254
	Iteration 23Q: 3 clusters Score -8233872 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -8234022.000000 Penalty: 5307.760254
	Iteration 24Q: 3 clusters Score -8234022 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -8234134.000000 Penalty: 5307.760254
	Iteration 25Q: 3 clusters Score -8234134 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -8234266.500000 Penalty: 5307.760254
	Iteration 26Q: 3 clusters Score -8234266 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8234380.500000 Penalty: 5307.760254
	Iteration 27Q: 3 clusters Score -8234380 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -8234477.000000 Penalty: 5307.760254
	Iteration 28Q: 3 clusters Score -8234477 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -8234556.500000 Penalty: 5307.760254
	Iteration 29Q: 3 clusters Score -8234556 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -8234600.000000 Penalty: 5307.760254
	Iteration 30Q: 3 clusters Score -8234600 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -8234641.500000 Penalty: 5307.760254
	Iteration 31Q: 3 clusters Score -8234642 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -8234682.500000 Penalty: 5307.760254
	Iteration 32Q: 3 clusters Score -8234682 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -8234733.500000 Penalty: 5307.760254
	Iteration 33Q: 3 clusters Score -8234734 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -8234785.000000 Penalty: 5307.760254
	Iteration 34Q: 3 clusters Score -8234785 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -8234807.500000 Penalty: 5307.760254
	Iteration 35Q: 3 clusters Score -8234808 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -8234830.500000 Penalty: 5307.760254
	Iteration 36Q: 3 clusters Score -8234830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -8234854.000000 Penalty: 5307.760254
	Iteration 37Q: 3 clusters Score -8234854 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -8234882.000000 Penalty: 5307.760254
	Iteration 38Q: 3 clusters Score -8234882 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -8234906.000000 Penalty: 5307.760254
	Iteration 39Q: 3 clusters Score -8234906 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -8234917.000000 Penalty: 5307.760254
	Iteration 40F: 3 clusters Score -8234917 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -8234915.500000 Penalty: 5307.760254
	Iteration 41Q: 3 clusters Score -8234916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -8234943.500000 Penalty: 5307.760254
	Iteration 42Q: 3 clusters Score -8234944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -8234955.500000 Penalty: 5307.760254
	Iteration 43Q: 3 clusters Score -8234956 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -8234990.000000 Penalty: 5307.760254
	Iteration 44Q: 3 clusters Score -8234990 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -8234997.500000 Penalty: 5307.760254
	Iteration 45Q: 3 clusters Score -8234998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -8234993.000000 Penalty: 5307.760254
	Iteration 46Q: 3 clusters Score -8234993 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -8235028.000000 Penalty: 5307.760254
	Iteration 47Q: 3 clusters Score -8235028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -8235025.500000 Penalty: 5307.760254
	Iteration 48Q: 3 clusters Score -8235026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -8235019.500000 Penalty: 5307.760254
	Iteration 49Q: 3 clusters Score -8235020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -8235012.500000 Penalty: 5307.760254
	Iteration 50Q: 3 clusters Score -8235012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -8235007.500000 Penalty: 5307.760254
	Iteration 51Q: 3 clusters Score -8235008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -8235004.500000 Penalty: 5307.760254
	Iteration 52Q: 3 clusters Score -8235004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -8235004.000000 Penalty: 5307.760254
	Iteration 53Q: 3 clusters Score -8235004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -8235003.500000 Penalty: 5307.760254
	Iteration 54Q: 3 clusters Score -8235004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -8235022.500000 Penalty: 5307.760254
	Iteration 55Q: 3 clusters Score -8235022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -8235027.500000 Penalty: 5307.760254
	Iteration 56Q: 3 clusters Score -8235028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -8235027.000000 Penalty: 5307.760254
	Iteration 57Q: 3 clusters Score -8235027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8235027.000000 Penalty: 5307.760254
	Iteration 58Q: 3 clusters Score -8235027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -8235030.500000 Penalty: 5307.760254
	Iteration 59Q: 3 clusters Score -8235030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -8235032.000000 Penalty: 5307.760254
	Iteration 60F: 3 clusters Score -8235032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -8235028.500000 Penalty: 5307.760254
	Iteration 61Q: 3 clusters Score -8235028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -8235030.500000 Penalty: 5307.760254
	Iteration 62Q: 3 clusters Score -8235030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -8235045.000000 Penalty: 5307.760254
	Iteration 63Q: 3 clusters Score -8235045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8235045.500000 Penalty: 5307.760254
	Iteration 64Q: 3 clusters Score -8235046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -8235055.500000 Penalty: 5307.760254
	Iteration 65Q: 3 clusters Score -8235056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -8235060.500000 Penalty: 5307.760254
	Iteration 66Q: 3 clusters Score -8235060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -8235066.500000 Penalty: 5307.760254
	Iteration 67Q: 3 clusters Score -8235066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -8235059.000000 Penalty: 5307.760254
	Iteration 68Q: 3 clusters Score -8235059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -8235056.500000 Penalty: 5307.760254
	Iteration 69Q: 3 clusters Score -8235056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8235059.000000 Penalty: 5307.760254
	Iteration 70Q: 3 clusters Score -8235059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -8235058.000000 Penalty: 5307.760254
	Iteration 71Q: 3 clusters Score -8235058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -8235052.500000 Penalty: 5307.760254
	Iteration 72Q: 3 clusters Score -8235052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -8235051.500000 Penalty: 5307.760254
	Iteration 73Q: 3 clusters Score -8235052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -8235055.500000 Penalty: 5307.760254
	Iteration 74Q: 3 clusters Score -8235056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -8235055.000000 Penalty: 5307.760254
	Iteration 75Q: 3 clusters Score -8235055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -8235047.000000 Penalty: 5307.760254
	Iteration 76Q: 3 clusters Score -8235047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -8235048.500000 Penalty: 5307.760254
	Iteration 77Q: 3 clusters Score -8235048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -8235043.000000 Penalty: 5307.760254
	Iteration 78Q: 3 clusters Score -8235043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -8235049.000000 Penalty: 5307.760254
	Iteration 79Q: 3 clusters Score -8235049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -8235045.000000 Penalty: 5307.760254
	Iteration 80F: 3 clusters Score -8235045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -8235043.500000 Penalty: 5307.760254
	Iteration 81Q: 3 clusters Score -8235044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -8235028.500000 Penalty: 5307.760254
	Iteration 82Q: 3 clusters Score -8235028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -8235031.000000 Penalty: 5307.760254
	Iteration 83Q: 3 clusters Score -8235031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -8235030.000000 Penalty: 5307.760254
	Iteration 84Q: 3 clusters Score -8235030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -8235029.500000 Penalty: 5307.760254
	Iteration 85Q: 3 clusters Score -8235030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -8235026.500000 Penalty: 5307.760254
	Iteration 86Q: 3 clusters Score -8235026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -8235026.500000 Penalty: 5307.760254
	Iteration 87F: 3 clusters Score -8235026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -97278.093750 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -97278.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -95672.132812 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -95672.13 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96121.765625 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -96121.77 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96375.070312 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -96375.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96568.593750 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -96568.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96730.242188 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -96730.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96832.734375 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -96832.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96919.046875 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -96919.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97000.898438 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -97000.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97076.875000 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -97076.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97125.804688 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -97125.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97164.507812 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -97164.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97196.234375 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -97196.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97216.093750 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -97216.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -97229.304688 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -97229.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -97247.882812 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -97247.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -97251.843750 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -97251.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -97253.984375 Penalty: 3215.621338
	Iteration 16F: 3 clusters Score -97253.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97259.843750 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -97259.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97269.257812 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -97269.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97269.257812 Penalty: 3215.621338
	Iteration 19F: 3 clusters Score -97269.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Entering Unmasked Estep 
Score: -9001997.000000 Penalty: 2678.143066
	Iteration 0F: 2 clusters Score -9001997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -8969972.000000 Penalty: 5356.286133
	Iteration 0F: 3 clusters Score -8969972 nChanged 22487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -8982339.000000 Penalty: 5356.286133
	Iteration 1F: 3 clusters Score -8982339 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -8982898.000000 Penalty: 5356.286133
	Iteration 2Q: 3 clusters Score -8982898 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -8983647.000000 Penalty: 5356.286133
	Iteration 3Q: 3 clusters Score -8983647 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -8984515.000000 Penalty: 5356.286133
	Iteration 4Q: 3 clusters Score -8984515 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -8985640.000000 Penalty: 5356.286133
	Iteration 5Q: 3 clusters Score -8985640 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -8987284.000000 Penalty: 5356.286133
	Iteration 6F: 3 clusters Score -8987284 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -8989449.000000 Penalty: 5356.286133
	Iteration 7F: 3 clusters Score -8989449 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -8992151.000000 Penalty: 5356.286133
	Iteration 8F: 3 clusters Score -8992151 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -8994710.000000 Penalty: 5356.286133
	Iteration 9F: 3 clusters Score -8994710 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -8996689.000000 Penalty: 5356.286133
	Iteration 10Q: 3 clusters Score -8996689 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -8998114.000000 Penalty: 5356.286133
	Iteration 11Q: 3 clusters Score -8998114 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -8999018.000000 Penalty: 5356.286133
	Iteration 12Q: 3 clusters Score -8999018 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -8999609.000000 Penalty: 5356.286133
	Iteration 13Q: 3 clusters Score -8999609 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -9000015.000000 Penalty: 5356.286133
	Iteration 14Q: 3 clusters Score -9000015 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -9000242.000000 Penalty: 5356.286133
	Iteration 15Q: 3 clusters Score -9000242 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -9000405.000000 Penalty: 5356.286133
	Iteration 16Q: 3 clusters Score -9000405 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -9000534.000000 Penalty: 5356.286133
	Iteration 17Q: 3 clusters Score -9000534 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -9000640.000000 Penalty: 5356.286133
	Iteration 18Q: 3 clusters Score -9000640 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -9000644.000000 Penalty: 5356.286133
	Iteration 19Q: 3 clusters Score -9000644 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -9000671.000000 Penalty: 5356.286133
	Iteration 20F: 3 clusters Score -9000671 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -9000675.000000 Penalty: 5356.286133
	Iteration 21Q: 3 clusters Score -9000675 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -9000688.000000 Penalty: 5356.286133
	Iteration 22Q: 3 clusters Score -9000688 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -9000646.000000 Penalty: 5356.286133
	Iteration 23Q: 3 clusters Score -9000646 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -9000709.000000 Penalty: 5356.286133
	Iteration 24Q: 3 clusters Score -9000709 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -9000716.000000 Penalty: 5356.286133
	Iteration 25Q: 3 clusters Score -9000716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -9000724.000000 Penalty: 5356.286133
	Iteration 26Q: 3 clusters Score -9000724 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -9000708.000000 Penalty: 5356.286133
	Iteration 27Q: 3 clusters Score -9000708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -9000703.000000 Penalty: 5356.286133
	Iteration 28Q: 3 clusters Score -9000703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -9000695.000000 Penalty: 5356.286133
	Iteration 29Q: 3 clusters Score -9000695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -9000703.000000 Penalty: 5356.286133
	Iteration 30Q: 3 clusters Score -9000703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -9000688.000000 Penalty: 5356.286133
	Iteration 31Q: 3 clusters Score -9000688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -9000683.000000 Penalty: 5356.286133
	Iteration 32Q: 3 clusters Score -9000683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -9000666.000000 Penalty: 5356.286133
	Iteration 33Q: 3 clusters Score -9000666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -9000646.000000 Penalty: 5356.286133
	Iteration 34Q: 3 clusters Score -9000646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -9000644.000000 Penalty: 5356.286133
	Iteration 35Q: 3 clusters Score -9000644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -9000646.000000 Penalty: 5356.286133
	Iteration 36Q: 3 clusters Score -9000646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -9000635.000000 Penalty: 5356.286133
	Iteration 37Q: 3 clusters Score -9000635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -9000639.000000 Penalty: 5356.286133
	Iteration 38Q: 3 clusters Score -9000639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -9000624.000000 Penalty: 5356.286133
	Iteration 39Q: 3 clusters Score -9000624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -9000638.000000 Penalty: 5356.286133
	Iteration 40F: 3 clusters Score -9000638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -9000629.000000 Penalty: 5356.286133
	Iteration 41Q: 3 clusters Score -9000629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -9000638.000000 Penalty: 5356.286133
	Iteration 42Q: 3 clusters Score -9000638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -9000638.000000 Penalty: 5356.286133
	Iteration 43Q: 3 clusters Score -9000638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -9000643.000000 Penalty: 5356.286133
	Iteration 44Q: 3 clusters Score -9000643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -9000641.000000 Penalty: 5356.286133
	Iteration 45Q: 3 clusters Score -9000641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -9000652.000000 Penalty: 5356.286133
	Iteration 46Q: 3 clusters Score -9000652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -9000655.000000 Penalty: 5356.286133
	Iteration 47Q: 3 clusters Score -9000655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -9000656.000000 Penalty: 5356.286133
	Iteration 48Q: 3 clusters Score -9000656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -9000644.000000 Penalty: 5356.286133
	Iteration 49Q: 3 clusters Score -9000644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -9000652.000000 Penalty: 5356.286133
	Iteration 50Q: 3 clusters Score -9000652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -9000644.000000 Penalty: 5356.286133
	Iteration 51Q: 3 clusters Score -9000644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -9000655.000000 Penalty: 5356.286133
	Iteration 52Q: 3 clusters Score -9000655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -9000649.000000 Penalty: 5356.286133
	Iteration 53Q: 3 clusters Score -9000649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -9000648.000000 Penalty: 5356.286133
	Iteration 54Q: 3 clusters Score -9000648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -9000649.000000 Penalty: 5356.286133
	Iteration 55Q: 3 clusters Score -9000649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -9000643.000000 Penalty: 5356.286133
	Iteration 56Q: 3 clusters Score -9000643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -9000642.000000 Penalty: 5356.286133
	Iteration 57Q: 3 clusters Score -9000642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -9000634.000000 Penalty: 5356.286133
	Iteration 58Q: 3 clusters Score -9000634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -9000643.000000 Penalty: 5356.286133
	Iteration 59Q: 3 clusters Score -9000643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -9000646.000000 Penalty: 5356.286133
	Iteration 60F: 3 clusters Score -9000646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Entering Unmasked Estep 
Score: -8660228.000000 Penalty: 2667.251953
	Iteration 0F: 2 clusters Score -8660228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -8630874.000000 Penalty: 5334.503906
	Iteration 0F: 3 clusters Score -8630874 nChanged 21459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -8642658.000000 Penalty: 5334.503906
	Iteration 1F: 3 clusters Score -8642658 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -8643191.000000 Penalty: 5334.503906
	Iteration 2Q: 3 clusters Score -8643191 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -8643626.000000 Penalty: 5334.503906
	Iteration 3Q: 3 clusters Score -8643626 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -8644111.000000 Penalty: 5334.503906
	Iteration 4Q: 3 clusters Score -8644111 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -8644780.000000 Penalty: 5334.503906
	Iteration 5Q: 3 clusters Score -8644780 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -8645672.000000 Penalty: 5334.503906
	Iteration 6Q: 3 clusters Score -8645672 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -8646903.000000 Penalty: 5334.503906
	Iteration 7Q: 3 clusters Score -8646903 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -8648606.000000 Penalty: 5334.503906
	Iteration 8F: 3 clusters Score -8648606 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -8650865.000000 Penalty: 5334.503906
	Iteration 9F: 3 clusters Score -8650865 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -8653132.000000 Penalty: 5334.503906
	Iteration 10F: 3 clusters Score -8653132 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -8654590.000000 Penalty: 5334.503906
	Iteration 11F: 3 clusters Score -8654590 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -8655182.000000 Penalty: 5334.503906
	Iteration 12Q: 3 clusters Score -8655182 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -8655492.000000 Penalty: 5334.503906
	Iteration 13Q: 3 clusters Score -8655492 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -8655670.000000 Penalty: 5334.503906
	Iteration 14Q: 3 clusters Score -8655670 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -8655843.000000 Penalty: 5334.503906
	Iteration 15Q: 3 clusters Score -8655843 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -8655996.000000 Penalty: 5334.503906
	Iteration 16Q: 3 clusters Score -8655996 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -8656153.000000 Penalty: 5334.503906
	Iteration 17Q: 3 clusters Score -8656153 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -8656254.000000 Penalty: 5334.503906
	Iteration 18Q: 3 clusters Score -8656254 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -8656397.000000 Penalty: 5334.503906
	Iteration 19Q: 3 clusters Score -8656397 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -8656496.000000 Penalty: 5334.503906
	Iteration 20F: 3 clusters Score -8656496 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -8656571.000000 Penalty: 5334.503906
	Iteration 21Q: 3 clusters Score -8656571 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -8656651.000000 Penalty: 5334.503906
	Iteration 22Q: 3 clusters Score -8656651 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -8656748.000000 Penalty: 5334.503906
	Iteration 23Q: 3 clusters Score -8656748 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -8656865.000000 Penalty: 5334.503906
	Iteration 24Q: 3 clusters Score -8656865 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -8657027.000000 Penalty: 5334.503906
	Iteration 25Q: 3 clusters Score -8657027 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -8657163.000000 Penalty: 5334.503906
	Iteration 26Q: 3 clusters Score -8657163 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -8657283.000000 Penalty: 5334.503906
	Iteration 27Q: 3 clusters Score -8657283 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -8657410.000000 Penalty: 5334.503906
	Iteration 28Q: 3 clusters Score -8657410 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -8657568.000000 Penalty: 5334.503906
	Iteration 29Q: 3 clusters Score -8657568 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -8657698.000000 Penalty: 5334.503906
	Iteration 30Q: 3 clusters Score -8657698 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -8657798.000000 Penalty: 5334.503906
	Iteration 31Q: 3 clusters Score -8657798 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -8657940.000000 Penalty: 5334.503906
	Iteration 32Q: 3 clusters Score -8657940 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -8658064.000000 Penalty: 5334.503906
	Iteration 33Q: 3 clusters Score -8658064 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -8658164.000000 Penalty: 5334.503906
	Iteration 34Q: 3 clusters Score -8658164 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -8658314.000000 Penalty: 5334.503906
	Iteration 35Q: 3 clusters Score -8658314 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -8658423.000000 Penalty: 5334.503906
	Iteration 36Q: 3 clusters Score -8658423 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -8658497.000000 Penalty: 5334.503906
	Iteration 37Q: 3 clusters Score -8658497 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -8658632.000000 Penalty: 5334.503906
	Iteration 38Q: 3 clusters Score -8658632 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -8658699.000000 Penalty: 5334.503906
	Iteration 39Q: 3 clusters Score -8658699 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -8658788.000000 Penalty: 5334.503906
	Iteration 40F: 3 clusters Score -8658788 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -8658889.000000 Penalty: 5334.503906
	Iteration 41Q: 3 clusters Score -8658889 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -8658953.000000 Penalty: 5334.503906
	Iteration 42Q: 3 clusters Score -8658953 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -8659069.000000 Penalty: 5334.503906
	Iteration 43Q: 3 clusters Score -8659069 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -8659152.000000 Penalty: 5334.503906
	Iteration 44Q: 3 clusters Score -8659152 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -8659227.000000 Penalty: 5334.503906
	Iteration 45Q: 3 clusters Score -8659227 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -8659286.000000 Penalty: 5334.503906
	Iteration 46Q: 3 clusters Score -8659286 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -8659326.000000 Penalty: 5334.503906
	Iteration 47Q: 3 clusters Score -8659326 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -8659356.000000 Penalty: 5334.503906
	Iteration 48Q: 3 clusters Score -8659356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -8659380.000000 Penalty: 5334.503906
	Iteration 49Q: 3 clusters Score -8659380 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -8659402.000000 Penalty: 5334.503906
	Iteration 50Q: 3 clusters Score -8659402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -8659430.000000 Penalty: 5334.503906
	Iteration 51Q: 3 clusters Score -8659430 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -8659463.000000 Penalty: 5334.503906
	Iteration 52Q: 3 clusters Score -8659463 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -8659483.000000 Penalty: 5334.503906
	Iteration 53Q: 3 clusters Score -8659483 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -8659517.000000 Penalty: 5334.503906
	Iteration 54Q: 3 clusters Score -8659517 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -8659551.000000 Penalty: 5334.503906
	Iteration 55Q: 3 clusters Score -8659551 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -8659568.000000 Penalty: 5334.503906
	Iteration 56Q: 3 clusters Score -8659568 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -8659589.000000 Penalty: 5334.503906
	Iteration 57Q: 3 clusters Score -8659589 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -8659565.000000 Penalty: 5334.503906
	Iteration 58Q: 3 clusters Score -8659565 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -8659580.000000 Penalty: 5334.503906
	Iteration 59Q: 3 clusters Score -8659580 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -8659615.000000 Penalty: 5334.503906
	Iteration 60F: 3 clusters Score -8659615 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -8659639.000000 Penalty: 5334.503906
	Iteration 61Q: 3 clusters Score -8659639 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -8659660.000000 Penalty: 5334.503906
	Iteration 62Q: 3 clusters Score -8659660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -8659681.000000 Penalty: 5334.503906
	Iteration 63Q: 3 clusters Score -8659681 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -8659714.000000 Penalty: 5334.503906
	Iteration 64Q: 3 clusters Score -8659714 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8659763.000000 Penalty: 5334.503906
	Iteration 65Q: 3 clusters Score -8659763 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -8659797.000000 Penalty: 5334.503906
	Iteration 66Q: 3 clusters Score -8659797 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8659764.000000 Penalty: 5334.503906
	Iteration 67Q: 3 clusters Score -8659764 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -8659714.000000 Penalty: 5334.503906
	Iteration 68Q: 3 clusters Score -8659714 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -8659663.000000 Penalty: 5334.503906
	Iteration 69Q: 3 clusters Score -8659663 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8659634.000000 Penalty: 5334.503906
	Iteration 70Q: 3 clusters Score -8659634 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8659606.000000 Penalty: 5334.503906
	Iteration 71Q: 3 clusters Score -8659606 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -8659537.000000 Penalty: 5334.503906
	Iteration 72Q: 3 clusters Score -8659537 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -8659471.000000 Penalty: 5334.503906
	Iteration 73Q: 3 clusters Score -8659471 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8659391.000000 Penalty: 5334.503906
	Iteration 74Q: 3 clusters Score -8659391 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8659346.000000 Penalty: 5334.503906
	Iteration 75Q: 3 clusters Score -8659346 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8659307.000000 Penalty: 5334.503906
	Iteration 76Q: 3 clusters Score -8659307 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8659256.000000 Penalty: 5334.503906
	Iteration 77Q: 3 clusters Score -8659256 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8659238.000000 Penalty: 5334.503906
	Iteration 78Q: 3 clusters Score -8659238 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8659134.000000 Penalty: 5334.503906
	Iteration 79Q: 3 clusters Score -8659134 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8659067.000000 Penalty: 5334.503906
	Iteration 80F: 3 clusters Score -8659067 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8659007.000000 Penalty: 5334.503906
	Iteration 81Q: 3 clusters Score -8659007 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8658958.000000 Penalty: 5334.503906
	Iteration 82Q: 3 clusters Score -8658958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8658946.000000 Penalty: 5334.503906
	Iteration 83Q: 3 clusters Score -8658946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8658880.000000 Penalty: 5334.503906
	Iteration 84Q: 3 clusters Score -8658880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8658850.000000 Penalty: 5334.503906
	Iteration 85Q: 3 clusters Score -8658850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8658804.000000 Penalty: 5334.503906
	Iteration 86Q: 3 clusters Score -8658804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8658800.000000 Penalty: 5334.503906
	Iteration 87Q: 3 clusters Score -8658800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8658767.000000 Penalty: 5334.503906
	Iteration 88Q: 3 clusters Score -8658767 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8658736.000000 Penalty: 5334.503906
	Iteration 89Q: 3 clusters Score -8658736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8658716.000000 Penalty: 5334.503906
	Iteration 90Q: 3 clusters Score -8658716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8658702.000000 Penalty: 5334.503906
	Iteration 91Q: 3 clusters Score -8658702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8658705.000000 Penalty: 5334.503906
	Iteration 92Q: 3 clusters Score -8658705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8658681.000000 Penalty: 5334.503906
	Iteration 93Q: 3 clusters Score -8658681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8658669.000000 Penalty: 5334.503906
	Iteration 94Q: 3 clusters Score -8658669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8658651.000000 Penalty: 5334.503906
	Iteration 95Q: 3 clusters Score -8658651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8658647.000000 Penalty: 5334.503906
	Iteration 96Q: 3 clusters Score -8658647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8658644.000000 Penalty: 5334.503906
	Iteration 97Q: 3 clusters Score -8658644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8658625.000000 Penalty: 5334.503906
	Iteration 98Q: 3 clusters Score -8658625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8658622.000000 Penalty: 5334.503906
	Iteration 99Q: 3 clusters Score -8658622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8658621.000000 Penalty: 5334.503906
	Iteration 100F: 3 clusters Score -8658621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8658615.000000 Penalty: 5334.503906
	Iteration 101Q: 3 clusters Score -8658615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8658609.000000 Penalty: 5334.503906
	Iteration 102Q: 3 clusters Score -8658609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8658611.000000 Penalty: 5334.503906
	Iteration 103Q: 3 clusters Score -8658611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8658605.000000 Penalty: 5334.503906
	Iteration 104Q: 3 clusters Score -8658605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8658607.000000 Penalty: 5334.503906
	Iteration 105Q: 3 clusters Score -8658607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8658605.000000 Penalty: 5334.503906
	Iteration 106Q: 3 clusters Score -8658605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8658606.000000 Penalty: 5334.503906
	Iteration 107Q: 3 clusters Score -8658606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8658607.000000 Penalty: 5334.503906
	Iteration 108Q: 3 clusters Score -8658607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8658598.000000 Penalty: 5334.503906
	Iteration 109Q: 3 clusters Score -8658598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8658598.000000 Penalty: 5334.503906
	Iteration 110F: 3 clusters Score -8658598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Entering Unmasked Estep 
Score: -8237877.500000 Penalty: 2653.651123
	Iteration 0F: 2 clusters Score -8237878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -8208826.500000 Penalty: 5307.302246
	Iteration 0F: 3 clusters Score -8208826 nChanged 20381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -8220071.000000 Penalty: 5307.302246
	Iteration 1F: 3 clusters Score -8220071 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -8221027.500000 Penalty: 5307.302246
	Iteration 2Q: 3 clusters Score -8221028 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -8222500.500000 Penalty: 5307.302246
	Iteration 3F: 3 clusters Score -8222500 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -8224480.500000 Penalty: 5307.302246
	Iteration 4F: 3 clusters Score -8224480 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -8226968.000000 Penalty: 5307.302246
	Iteration 5F: 3 clusters Score -8226968 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -8230095.500000 Penalty: 5307.302246
	Iteration 6F: 3 clusters Score -8230096 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -8233366.500000 Penalty: 5307.302246
	Iteration 7F: 3 clusters Score -8233366 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -8235615.000000 Penalty: 5307.302246
	Iteration 8F: 3 clusters Score -8235615 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -8236270.000000 Penalty: 5307.302246
	Iteration 9Q: 3 clusters Score -8236270 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -8236454.500000 Penalty: 5307.302246
	Iteration 10Q: 3 clusters Score -8236454 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -8236545.500000 Penalty: 5307.302246
	Iteration 11Q: 3 clusters Score -8236546 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -8236573.000000 Penalty: 5307.302246
	Iteration 12Q: 3 clusters Score -8236573 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -8236597.000000 Penalty: 5307.302246
	Iteration 13Q: 3 clusters Score -8236597 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -8236631.000000 Penalty: 5307.302246
	Iteration 14Q: 3 clusters Score -8236631 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -8236638.000000 Penalty: 5307.302246
	Iteration 15Q: 3 clusters Score -8236638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -8236636.500000 Penalty: 5307.302246
	Iteration 16Q: 3 clusters Score -8236636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -8236637.500000 Penalty: 5307.302246
	Iteration 17Q: 3 clusters Score -8236638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -8236652.000000 Penalty: 5307.302246
	Iteration 18Q: 3 clusters Score -8236652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -8236648.000000 Penalty: 5307.302246
	Iteration 19Q: 3 clusters Score -8236648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -8236636.000000 Penalty: 5307.302246
	Iteration 20F: 3 clusters Score -8236636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -8236654.500000 Penalty: 5307.302246
	Iteration 21Q: 3 clusters Score -8236654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -8236649.000000 Penalty: 5307.302246
	Iteration 22Q: 3 clusters Score -8236649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -8236656.000000 Penalty: 5307.302246
	Iteration 23Q: 3 clusters Score -8236656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -8236668.500000 Penalty: 5307.302246
	Iteration 24Q: 3 clusters Score -8236668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -8236665.500000 Penalty: 5307.302246
	Iteration 25Q: 3 clusters Score -8236666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -8236677.000000 Penalty: 5307.302246
	Iteration 26Q: 3 clusters Score -8236677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -8236672.000000 Penalty: 5307.302246
	Iteration 27Q: 3 clusters Score -8236672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -8236672.000000 Penalty: 5307.302246
	Iteration 28Q: 3 clusters Score -8236672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -8236672.000000 Penalty: 5307.302246
	Iteration 29Q: 3 clusters Score -8236672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -8236688.500000 Penalty: 5307.302246
	Iteration 30Q: 3 clusters Score -8236688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -8236694.500000 Penalty: 5307.302246
	Iteration 31Q: 3 clusters Score -8236694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -8236691.500000 Penalty: 5307.302246
	Iteration 32Q: 3 clusters Score -8236692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -8236700.000000 Penalty: 5307.302246
	Iteration 33Q: 3 clusters Score -8236700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -8236718.500000 Penalty: 5307.302246
	Iteration 34Q: 3 clusters Score -8236718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -8236713.000000 Penalty: 5307.302246
	Iteration 35Q: 3 clusters Score -8236713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -8236700.500000 Penalty: 5307.302246
	Iteration 36Q: 3 clusters Score -8236700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -8236702.000000 Penalty: 5307.302246
	Iteration 37Q: 3 clusters Score -8236702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -8236710.500000 Penalty: 5307.302246
	Iteration 38Q: 3 clusters Score -8236710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -8236723.000000 Penalty: 5307.302246
	Iteration 39Q: 3 clusters Score -8236723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -8236729.500000 Penalty: 5307.302246
	Iteration 40F: 3 clusters Score -8236730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -8236741.000000 Penalty: 5307.302246
	Iteration 41Q: 3 clusters Score -8236741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -8236741.500000 Penalty: 5307.302246
	Iteration 42Q: 3 clusters Score -8236742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -8236745.500000 Penalty: 5307.302246
	Iteration 43Q: 3 clusters Score -8236746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -8236747.000000 Penalty: 5307.302246
	Iteration 44Q: 3 clusters Score -8236747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -8236754.000000 Penalty: 5307.302246
	Iteration 45Q: 3 clusters Score -8236754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -8236745.000000 Penalty: 5307.302246
	Iteration 46Q: 3 clusters Score -8236745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -8236748.000000 Penalty: 5307.302246
	Iteration 47Q: 3 clusters Score -8236748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -8236752.500000 Penalty: 5307.302246
	Iteration 48Q: 3 clusters Score -8236752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -8236753.500000 Penalty: 5307.302246
	Iteration 49Q: 3 clusters Score -8236754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -8236760.500000 Penalty: 5307.302246
	Iteration 50Q: 3 clusters Score -8236760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -8236758.000000 Penalty: 5307.302246
	Iteration 51Q: 3 clusters Score -8236758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -8236763.500000 Penalty: 5307.302246
	Iteration 52Q: 3 clusters Score -8236764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -8236766.000000 Penalty: 5307.302246
	Iteration 53Q: 3 clusters Score -8236766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -8236760.000000 Penalty: 5307.302246
	Iteration 54Q: 3 clusters Score -8236760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -8236759.500000 Penalty: 5307.302246
	Iteration 55Q: 3 clusters Score -8236760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -8236759.000000 Penalty: 5307.302246
	Iteration 56Q: 3 clusters Score -8236759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -8236758.000000 Penalty: 5307.302246
	Iteration 57Q: 3 clusters Score -8236758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -8236758.000000 Penalty: 5307.302246
	Iteration 58Q: 3 clusters Score -8236758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -8236759.500000 Penalty: 5307.302246
	Iteration 59Q: 3 clusters Score -8236760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -8236764.000000 Penalty: 5307.302246
	Iteration 60F: 3 clusters Score -8236764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -8236767.000000 Penalty: 5307.302246
	Iteration 61Q: 3 clusters Score -8236767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -8236767.000000 Penalty: 5307.302246
	Iteration 62F: 3 clusters Score -8236767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Entering Unmasked Estep 
Score: -9303637.000000 Penalty: 2682.942627
	Iteration 0F: 2 clusters Score -9303637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -9273936.000000 Penalty: 5365.885254
	Iteration 0F: 3 clusters Score -9273936 nChanged 22935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -9286488.000000 Penalty: 5365.885254
	Iteration 1F: 3 clusters Score -9286488 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -9287034.000000 Penalty: 5365.885254
	Iteration 2Q: 3 clusters Score -9287034 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -9287648.000000 Penalty: 5365.885254
	Iteration 3Q: 3 clusters Score -9287648 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -9288387.000000 Penalty: 5365.885254
	Iteration 4Q: 3 clusters Score -9288387 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -9289326.000000 Penalty: 5365.885254
	Iteration 5Q: 3 clusters Score -9289326 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -9290694.000000 Penalty: 5365.885254
	Iteration 6F: 3 clusters Score -9290694 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -9292703.000000 Penalty: 5365.885254
	Iteration 7F: 3 clusters Score -9292703 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -9295523.000000 Penalty: 5365.885254
	Iteration 8F: 3 clusters Score -9295523 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -9298176.000000 Penalty: 5365.885254
	Iteration 9F: 3 clusters Score -9298176 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -9300146.000000 Penalty: 5365.885254
	Iteration 10F: 3 clusters Score -9300146 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -9301181.000000 Penalty: 5365.885254
	Iteration 11Q: 3 clusters Score -9301181 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -9301660.000000 Penalty: 5365.885254
	Iteration 12Q: 3 clusters Score -9301660 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -9301879.000000 Penalty: 5365.885254
	Iteration 13Q: 3 clusters Score -9301879 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -9301931.000000 Penalty: 5365.885254
	Iteration 14Q: 3 clusters Score -9301931 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -9301940.000000 Penalty: 5365.885254
	Iteration 15Q: 3 clusters Score -9301940 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -9301887.000000 Penalty: 5365.885254
	Iteration 16Q: 3 clusters Score -9301887 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -9301798.000000 Penalty: 5365.885254
	Iteration 17Q: 3 clusters Score -9301798 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -9301785.000000 Penalty: 5365.885254
	Iteration 18Q: 3 clusters Score -9301785 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -9301786.000000 Penalty: 5365.885254
	Iteration 19Q: 3 clusters Score -9301786 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -9301766.000000 Penalty: 5365.885254
	Iteration 20F: 3 clusters Score -9301766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -9301735.000000 Penalty: 5365.885254
	Iteration 21Q: 3 clusters Score -9301735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -9301726.000000 Penalty: 5365.885254
	Iteration 22Q: 3 clusters Score -9301726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -9301735.000000 Penalty: 5365.885254
	Iteration 23Q: 3 clusters Score -9301735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -9301721.000000 Penalty: 5365.885254
	Iteration 24Q: 3 clusters Score -9301721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -9301734.000000 Penalty: 5365.885254
	Iteration 25Q: 3 clusters Score -9301734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -9301723.000000 Penalty: 5365.885254
	Iteration 26Q: 3 clusters Score -9301723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -9301720.000000 Penalty: 5365.885254
	Iteration 27Q: 3 clusters Score -9301720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -9301711.000000 Penalty: 5365.885254
	Iteration 28Q: 3 clusters Score -9301711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -9301712.000000 Penalty: 5365.885254
	Iteration 29Q: 3 clusters Score -9301712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -9301716.000000 Penalty: 5365.885254
	Iteration 30Q: 3 clusters Score -9301716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -9301719.000000 Penalty: 5365.885254
	Iteration 31Q: 3 clusters Score -9301719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -9301726.000000 Penalty: 5365.885254
	Iteration 32Q: 3 clusters Score -9301726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -9301711.000000 Penalty: 5365.885254
	Iteration 33Q: 3 clusters Score -9301711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -9301717.000000 Penalty: 5365.885254
	Iteration 34Q: 3 clusters Score -9301717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -9301715.000000 Penalty: 5365.885254
	Iteration 35Q: 3 clusters Score -9301715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -9301709.000000 Penalty: 5365.885254
	Iteration 36Q: 3 clusters Score -9301709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -9301713.000000 Penalty: 5365.885254
	Iteration 37Q: 3 clusters Score -9301713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -9301710.000000 Penalty: 5365.885254
	Iteration 38Q: 3 clusters Score -9301710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -9301706.000000 Penalty: 5365.885254
	Iteration 39Q: 3 clusters Score -9301706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -9301697.000000 Penalty: 5365.885254
	Iteration 40F: 3 clusters Score -9301697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -9301709.000000 Penalty: 5365.885254
	Iteration 41Q: 3 clusters Score -9301709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -9301709.000000 Penalty: 5365.885254
	Iteration 42F: 3 clusters Score -9301709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -128836.875000 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -128836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -127182.992188 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -127183 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -128234.226562 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -128234.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128722.343750 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -128722.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128901.250000 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -128901.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -129006.015625 Penalty: 3440.426025
	Iteration 4Q: 3 clusters Score -129006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -129073.304688 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -129073.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129093.984375 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -129094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129111.562500 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -129111.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -129142.328125 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -129142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129157.906250 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -129157.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129163.789062 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -129163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129169.953125 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -129170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129176.781250 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -129176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129177.265625 Penalty: 3440.426025
	Iteration 13F: 3 clusters Score -129177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129187.320312 Penalty: 3440.426025
	Iteration 14Q: 3 clusters Score -129187.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129207.304688 Penalty: 3440.426025
	Iteration 15Q: 3 clusters Score -129207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129212.437500 Penalty: 3440.426025
	Iteration 16Q: 3 clusters Score -129212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129213.882812 Penalty: 3440.426025
	Iteration 17Q: 3 clusters Score -129213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129214.460938 Penalty: 3440.426025
	Iteration 18Q: 3 clusters Score -129214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129214.460938 Penalty: 3440.426025
	Iteration 19F: 3 clusters Score -129214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46351 members 
Mstep: Class 4 contains 32752 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48531 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44406 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 48970 members 
Mstep: Class 11 contains 46866 members 
Mstep: Class 12 contains 44365 members 
Mstep: Class 13 contains 49927 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 44490 members 
Mstep: Class 16 contains 46664 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 53025 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 46895 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 605 members 
Entering Unmasked Estep 
Score: -106692688.000000 Penalty: 75744.453125
Splitting cluster 14 changes total score from -106693656.000000 to -106692688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (44490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Entering Unmasked Estep 
Score: -8305780.000000 Penalty: 2654.348877
	Iteration 0F: 2 clusters Score -8305780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -8276739.000000 Penalty: 5308.697754
	Iteration 0F: 3 clusters Score -8276739 nChanged 20538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -8288063.500000 Penalty: 5308.697754
	Iteration 1F: 3 clusters Score -8288064 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -8288476.000000 Penalty: 5308.697754
	Iteration 2Q: 3 clusters Score -8288476 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -8288804.000000 Penalty: 5308.697754
	Iteration 3Q: 3 clusters Score -8288804 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -8289163.500000 Penalty: 5308.697754
	Iteration 4Q: 3 clusters Score -8289164 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -8289453.500000 Penalty: 5308.697754
	Iteration 5Q: 3 clusters Score -8289454 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -8289754.000000 Penalty: 5308.697754
	Iteration 6Q: 3 clusters Score -8289754 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -8290000.500000 Penalty: 5308.697754
	Iteration 7Q: 3 clusters Score -8290000 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -8290334.500000 Penalty: 5308.697754
	Iteration 8Q: 3 clusters Score -8290334 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -8290658.000000 Penalty: 5308.697754
	Iteration 9Q: 3 clusters Score -8290658 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -8291066.000000 Penalty: 5308.697754
	Iteration 10Q: 3 clusters Score -8291066 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -8291718.500000 Penalty: 5308.697754
	Iteration 11Q: 3 clusters Score -8291718 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -8292564.500000 Penalty: 5308.697754
	Iteration 12Q: 3 clusters Score -8292564 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -8293735.500000 Penalty: 5308.697754
	Iteration 13Q: 3 clusters Score -8293736 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -8295127.500000 Penalty: 5308.697754
	Iteration 14Q: 3 clusters Score -8295128 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -8296560.000000 Penalty: 5308.697754
	Iteration 15Q: 3 clusters Score -8296560 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -8297819.500000 Penalty: 5308.697754
	Iteration 16Q: 3 clusters Score -8297820 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -8298700.000000 Penalty: 5308.697754
	Iteration 17Q: 3 clusters Score -8298700 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -8299461.500000 Penalty: 5308.697754
	Iteration 18Q: 3 clusters Score -8299462 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -8300138.500000 Penalty: 5308.697754
	Iteration 19Q: 3 clusters Score -8300138 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -8300681.000000 Penalty: 5308.697754
	Iteration 20F: 3 clusters Score -8300681 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -8301252.000000 Penalty: 5308.697754
	Iteration 21Q: 3 clusters Score -8301252 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -8301710.000000 Penalty: 5308.697754
	Iteration 22Q: 3 clusters Score -8301710 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8302154.000000 Penalty: 5308.697754
	Iteration 23Q: 3 clusters Score -8302154 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -8302565.500000 Penalty: 5308.697754
	Iteration 24Q: 3 clusters Score -8302566 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8302779.000000 Penalty: 5308.697754
	Iteration 25Q: 3 clusters Score -8302779 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8302956.500000 Penalty: 5308.697754
	Iteration 26Q: 3 clusters Score -8302956 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8303138.000000 Penalty: 5308.697754
	Iteration 27Q: 3 clusters Score -8303138 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8303264.000000 Penalty: 5308.697754
	Iteration 28Q: 3 clusters Score -8303264 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8303344.000000 Penalty: 5308.697754
	Iteration 29Q: 3 clusters Score -8303344 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8303422.500000 Penalty: 5308.697754
	Iteration 30Q: 3 clusters Score -8303422 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8303468.500000 Penalty: 5308.697754
	Iteration 31Q: 3 clusters Score -8303468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8303503.500000 Penalty: 5308.697754
	Iteration 32Q: 3 clusters Score -8303504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8303519.500000 Penalty: 5308.697754
	Iteration 33Q: 3 clusters Score -8303520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8303549.000000 Penalty: 5308.697754
	Iteration 34Q: 3 clusters Score -8303549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8303549.500000 Penalty: 5308.697754
	Iteration 35Q: 3 clusters Score -8303550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8303576.500000 Penalty: 5308.697754
	Iteration 36Q: 3 clusters Score -8303576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8303596.000000 Penalty: 5308.697754
	Iteration 37Q: 3 clusters Score -8303596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8303598.500000 Penalty: 5308.697754
	Iteration 38Q: 3 clusters Score -8303598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8303605.500000 Penalty: 5308.697754
	Iteration 39Q: 3 clusters Score -8303606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8303623.000000 Penalty: 5308.697754
	Iteration 40F: 3 clusters Score -8303623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8303630.500000 Penalty: 5308.697754
	Iteration 41Q: 3 clusters Score -8303630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8303637.500000 Penalty: 5308.697754
	Iteration 42Q: 3 clusters Score -8303638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8303644.000000 Penalty: 5308.697754
	Iteration 43Q: 3 clusters Score -8303644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8303641.500000 Penalty: 5308.697754
	Iteration 44Q: 3 clusters Score -8303642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8303643.500000 Penalty: 5308.697754
	Iteration 45Q: 3 clusters Score -8303644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8303643.500000 Penalty: 5308.697754
	Iteration 46F: 3 clusters Score -8303644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Entering Unmasked Estep 
Score: -8572668.000000 Penalty: 2666.180664
	Iteration 0F: 2 clusters Score -8572668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -8541928.000000 Penalty: 5332.361328
	Iteration 0F: 3 clusters Score -8541928 nChanged 21628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -8553807.000000 Penalty: 5332.361328
	Iteration 1F: 3 clusters Score -8553807 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -8554479.000000 Penalty: 5332.361328
	Iteration 2Q: 3 clusters Score -8554479 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -8555360.000000 Penalty: 5332.361328
	Iteration 3Q: 3 clusters Score -8555360 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -8556507.000000 Penalty: 5332.361328
	Iteration 4F: 3 clusters Score -8556507 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -8558129.000000 Penalty: 5332.361328
	Iteration 5F: 3 clusters Score -8558129 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -8560445.000000 Penalty: 5332.361328
	Iteration 6F: 3 clusters Score -8560445 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -8563386.000000 Penalty: 5332.361328
	Iteration 7F: 3 clusters Score -8563386 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -8566591.000000 Penalty: 5332.361328
	Iteration 8F: 3 clusters Score -8566591 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -8569230.000000 Penalty: 5332.361328
	Iteration 9F: 3 clusters Score -8569230 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -8570184.000000 Penalty: 5332.361328
	Iteration 10Q: 3 clusters Score -8570184 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -8570463.000000 Penalty: 5332.361328
	Iteration 11Q: 3 clusters Score -8570463 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -8570641.000000 Penalty: 5332.361328
	Iteration 12Q: 3 clusters Score -8570641 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -8570747.000000 Penalty: 5332.361328
	Iteration 13Q: 3 clusters Score -8570747 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -8570870.000000 Penalty: 5332.361328
	Iteration 14Q: 3 clusters Score -8570870 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -8570931.000000 Penalty: 5332.361328
	Iteration 15Q: 3 clusters Score -8570931 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -8570998.000000 Penalty: 5332.361328
	Iteration 16Q: 3 clusters Score -8570998 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -8571059.000000 Penalty: 5332.361328
	Iteration 17Q: 3 clusters Score -8571059 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -8571101.000000 Penalty: 5332.361328
	Iteration 18Q: 3 clusters Score -8571101 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -8571128.000000 Penalty: 5332.361328
	Iteration 19Q: 3 clusters Score -8571128 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -8571167.000000 Penalty: 5332.361328
	Iteration 20F: 3 clusters Score -8571167 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -8571193.000000 Penalty: 5332.361328
	Iteration 21Q: 3 clusters Score -8571193 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -8571213.000000 Penalty: 5332.361328
	Iteration 22Q: 3 clusters Score -8571213 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -8571226.000000 Penalty: 5332.361328
	Iteration 23Q: 3 clusters Score -8571226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -8571244.000000 Penalty: 5332.361328
	Iteration 24Q: 3 clusters Score -8571244 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -8571270.000000 Penalty: 5332.361328
	Iteration 25Q: 3 clusters Score -8571270 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -8571284.000000 Penalty: 5332.361328
	Iteration 26Q: 3 clusters Score -8571284 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -8571337.000000 Penalty: 5332.361328
	Iteration 27Q: 3 clusters Score -8571337 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -8571373.000000 Penalty: 5332.361328
	Iteration 28Q: 3 clusters Score -8571373 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -8571366.000000 Penalty: 5332.361328
	Iteration 29Q: 3 clusters Score -8571366 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -8571434.000000 Penalty: 5332.361328
	Iteration 30Q: 3 clusters Score -8571434 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -8571447.000000 Penalty: 5332.361328
	Iteration 31Q: 3 clusters Score -8571447 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -8571475.000000 Penalty: 5332.361328
	Iteration 32Q: 3 clusters Score -8571475 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -8571471.000000 Penalty: 5332.361328
	Iteration 33Q: 3 clusters Score -8571471 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -8571472.000000 Penalty: 5332.361328
	Iteration 34Q: 3 clusters Score -8571472 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -8571486.000000 Penalty: 5332.361328
	Iteration 35Q: 3 clusters Score -8571486 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -8571492.000000 Penalty: 5332.361328
	Iteration 36Q: 3 clusters Score -8571492 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -8571505.000000 Penalty: 5332.361328
	Iteration 37Q: 3 clusters Score -8571505 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -8571514.000000 Penalty: 5332.361328
	Iteration 38Q: 3 clusters Score -8571514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -8571520.000000 Penalty: 5332.361328
	Iteration 39Q: 3 clusters Score -8571520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -8571537.000000 Penalty: 5332.361328
	Iteration 40F: 3 clusters Score -8571537 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -8571553.000000 Penalty: 5332.361328
	Iteration 41Q: 3 clusters Score -8571553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -8571560.000000 Penalty: 5332.361328
	Iteration 42Q: 3 clusters Score -8571560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -8571551.000000 Penalty: 5332.361328
	Iteration 43Q: 3 clusters Score -8571551 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -8571572.000000 Penalty: 5332.361328
	Iteration 44Q: 3 clusters Score -8571572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -8571575.000000 Penalty: 5332.361328
	Iteration 45Q: 3 clusters Score -8571575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -8571586.000000 Penalty: 5332.361328
	Iteration 46Q: 3 clusters Score -8571586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -8571602.000000 Penalty: 5332.361328
	Iteration 47Q: 3 clusters Score -8571602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -8571617.000000 Penalty: 5332.361328
	Iteration 48Q: 3 clusters Score -8571617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -8571614.000000 Penalty: 5332.361328
	Iteration 49Q: 3 clusters Score -8571614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -8571630.000000 Penalty: 5332.361328
	Iteration 50Q: 3 clusters Score -8571630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -8571627.000000 Penalty: 5332.361328
	Iteration 51Q: 3 clusters Score -8571627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -8571635.000000 Penalty: 5332.361328
	Iteration 52Q: 3 clusters Score -8571635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -8571642.000000 Penalty: 5332.361328
	Iteration 53Q: 3 clusters Score -8571642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -8571627.000000 Penalty: 5332.361328
	Iteration 54Q: 3 clusters Score -8571627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -8571617.000000 Penalty: 5332.361328
	Iteration 55Q: 3 clusters Score -8571617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -8571599.000000 Penalty: 5332.361328
	Iteration 56Q: 3 clusters Score -8571599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -8571612.000000 Penalty: 5332.361328
	Iteration 57Q: 3 clusters Score -8571612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8571626.000000 Penalty: 5332.361328
	Iteration 58Q: 3 clusters Score -8571626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -8571627.000000 Penalty: 5332.361328
	Iteration 59Q: 3 clusters Score -8571627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -8571615.000000 Penalty: 5332.361328
	Iteration 60F: 3 clusters Score -8571615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -8571631.000000 Penalty: 5332.361328
	Iteration 61Q: 3 clusters Score -8571631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -8571618.000000 Penalty: 5332.361328
	Iteration 62Q: 3 clusters Score -8571618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -8571610.000000 Penalty: 5332.361328
	Iteration 63Q: 3 clusters Score -8571610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -8571600.000000 Penalty: 5332.361328
	Iteration 64Q: 3 clusters Score -8571600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -8571600.000000 Penalty: 5332.361328
	Iteration 65Q: 3 clusters Score -8571600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -8571588.000000 Penalty: 5332.361328
	Iteration 66Q: 3 clusters Score -8571588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -8571580.000000 Penalty: 5332.361328
	Iteration 67Q: 3 clusters Score -8571580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -8571583.000000 Penalty: 5332.361328
	Iteration 68Q: 3 clusters Score -8571583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -8571571.000000 Penalty: 5332.361328
	Iteration 69Q: 3 clusters Score -8571571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -8571563.000000 Penalty: 5332.361328
	Iteration 70Q: 3 clusters Score -8571563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -8571568.000000 Penalty: 5332.361328
	Iteration 71Q: 3 clusters Score -8571568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -8571572.000000 Penalty: 5332.361328
	Iteration 72Q: 3 clusters Score -8571572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -8571569.000000 Penalty: 5332.361328
	Iteration 73Q: 3 clusters Score -8571569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -8571553.000000 Penalty: 5332.361328
	Iteration 74Q: 3 clusters Score -8571553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -8571560.000000 Penalty: 5332.361328
	Iteration 75Q: 3 clusters Score -8571560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -8571559.000000 Penalty: 5332.361328
	Iteration 76Q: 3 clusters Score -8571559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -8571552.000000 Penalty: 5332.361328
	Iteration 77Q: 3 clusters Score -8571552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -8571553.000000 Penalty: 5332.361328
	Iteration 78Q: 3 clusters Score -8571553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -8571553.000000 Penalty: 5332.361328
	Iteration 79Q: 3 clusters Score -8571553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -8571548.000000 Penalty: 5332.361328
	Iteration 80F: 3 clusters Score -8571548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8571548.000000 Penalty: 5332.361328
	Iteration 81Q: 3 clusters Score -8571548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -8571550.000000 Penalty: 5332.361328
	Iteration 82Q: 3 clusters Score -8571550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -8571549.000000 Penalty: 5332.361328
	Iteration 83Q: 3 clusters Score -8571549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8571535.000000 Penalty: 5332.361328
	Iteration 84Q: 3 clusters Score -8571535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -8571535.000000 Penalty: 5332.361328
	Iteration 85Q: 3 clusters Score -8571535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -8571530.000000 Penalty: 5332.361328
	Iteration 86Q: 3 clusters Score -8571530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8571531.000000 Penalty: 5332.361328
	Iteration 87Q: 3 clusters Score -8571531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8571520.000000 Penalty: 5332.361328
	Iteration 88Q: 3 clusters Score -8571520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -8571519.000000 Penalty: 5332.361328
	Iteration 89Q: 3 clusters Score -8571519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8571532.000000 Penalty: 5332.361328
	Iteration 90Q: 3 clusters Score -8571532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -8571526.000000 Penalty: 5332.361328
	Iteration 91Q: 3 clusters Score -8571526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8571520.000000 Penalty: 5332.361328
	Iteration 92Q: 3 clusters Score -8571520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -8571515.000000 Penalty: 5332.361328
	Iteration 93Q: 3 clusters Score -8571515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -8571517.000000 Penalty: 5332.361328
	Iteration 94Q: 3 clusters Score -8571517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -8571525.000000 Penalty: 5332.361328
	Iteration 95Q: 3 clusters Score -8571525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -8571504.000000 Penalty: 5332.361328
	Iteration 96Q: 3 clusters Score -8571504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -8571498.000000 Penalty: 5332.361328
	Iteration 97Q: 3 clusters Score -8571498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -8571512.000000 Penalty: 5332.361328
	Iteration 98Q: 3 clusters Score -8571512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -8571514.000000 Penalty: 5332.361328
	Iteration 99Q: 3 clusters Score -8571514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -8571512.000000 Penalty: 5332.361328
	Iteration 100F: 3 clusters Score -8571512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -8571510.000000 Penalty: 5332.361328
	Iteration 101Q: 3 clusters Score -8571510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -8571517.000000 Penalty: 5332.361328
	Iteration 102Q: 3 clusters Score -8571517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -8571517.000000 Penalty: 5332.361328
	Iteration 103F: 3 clusters Score -8571517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -452116.937500 Penalty: 1951.706421
	Iteration 0F: 2 clusters Score -452116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -449146.625000 Penalty: 3903.412842
	Iteration 0F: 3 clusters Score -449146.6 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -449978.781250 Penalty: 3903.412842
	Iteration 1F: 3 clusters Score -449978.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -450348.218750 Penalty: 3903.412842
	Iteration 2F: 3 clusters Score -450348.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -450602.468750 Penalty: 3903.412842
	Iteration 3F: 3 clusters Score -450602.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -450851.156250 Penalty: 3903.412842
	Iteration 4F: 3 clusters Score -450851.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -451034.625000 Penalty: 3903.412842
	Iteration 5F: 3 clusters Score -451034.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -451137.031250 Penalty: 3903.412842
	Iteration 6Q: 3 clusters Score -451137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -451211.343750 Penalty: 3903.412842
	Iteration 7Q: 3 clusters Score -451211.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -451293.000000 Penalty: 3903.412842
	Iteration 8Q: 3 clusters Score -451293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -451381.656250 Penalty: 3903.412842
	Iteration 9Q: 3 clusters Score -451381.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -451461.781250 Penalty: 3903.412842
	Iteration 10Q: 3 clusters Score -451461.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -451522.812500 Penalty: 3903.412842
	Iteration 11Q: 3 clusters Score -451522.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -451572.812500 Penalty: 3903.412842
	Iteration 12Q: 3 clusters Score -451572.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -451607.906250 Penalty: 3903.412842
	Iteration 13Q: 3 clusters Score -451607.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -451637.093750 Penalty: 3903.412842
	Iteration 14Q: 3 clusters Score -451637.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -451648.968750 Penalty: 3903.412842
	Iteration 15Q: 3 clusters Score -451649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -451662.312500 Penalty: 3903.412842
	Iteration 16Q: 3 clusters Score -451662.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -451675.875000 Penalty: 3903.412842
	Iteration 17Q: 3 clusters Score -451675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -451681.187500 Penalty: 3903.412842
	Iteration 18Q: 3 clusters Score -451681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -451685.406250 Penalty: 3903.412842
	Iteration 19Q: 3 clusters Score -451685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -451687.000000 Penalty: 3903.412842
	Iteration 20F: 3 clusters Score -451687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -451691.687500 Penalty: 3903.412842
	Iteration 21Q: 3 clusters Score -451691.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -451699.250000 Penalty: 3903.412842
	Iteration 22Q: 3 clusters Score -451699.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -451702.562500 Penalty: 3903.412842
	Iteration 23Q: 3 clusters Score -451702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -451705.531250 Penalty: 3903.412842
	Iteration 24Q: 3 clusters Score -451705.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -451707.406250 Penalty: 3903.412842
	Iteration 25Q: 3 clusters Score -451707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -451709.250000 Penalty: 3903.412842
	Iteration 26Q: 3 clusters Score -451709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -451716.031250 Penalty: 3903.412842
	Iteration 27Q: 3 clusters Score -451716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -451721.968750 Penalty: 3903.412842
	Iteration 28Q: 3 clusters Score -451722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -451725.718750 Penalty: 3903.412842
	Iteration 29Q: 3 clusters Score -451725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -451726.843750 Penalty: 3903.412842
	Iteration 30Q: 3 clusters Score -451726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -451729.093750 Penalty: 3903.412842
	Iteration 31Q: 3 clusters Score -451729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -451730.656250 Penalty: 3903.412842
	Iteration 32Q: 3 clusters Score -451730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -451733.937500 Penalty: 3903.412842
	Iteration 33Q: 3 clusters Score -451733.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -451739.031250 Penalty: 3903.412842
	Iteration 34Q: 3 clusters Score -451739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -451741.781250 Penalty: 3903.412842
	Iteration 35Q: 3 clusters Score -451741.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -451743.156250 Penalty: 3903.412842
	Iteration 36Q: 3 clusters Score -451743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -451743.625000 Penalty: 3903.412842
	Iteration 37Q: 3 clusters Score -451743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -451744.593750 Penalty: 3903.412842
	Iteration 38Q: 3 clusters Score -451744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -451744.593750 Penalty: 3903.412842
	Iteration 39F: 3 clusters Score -451744.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Entering Unmasked Estep 
Score: -9896472.000000 Penalty: 2697.872803
	Iteration 0F: 2 clusters Score -9896472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -9867237.000000 Penalty: 5395.745605
	Iteration 0F: 3 clusters Score -9867237 nChanged 24568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -9881467.000000 Penalty: 5395.745605
	Iteration 1F: 3 clusters Score -9881467 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -9882512.000000 Penalty: 5395.745605
	Iteration 2F: 3 clusters Score -9882512 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -9883650.000000 Penalty: 5395.745605
	Iteration 3F: 3 clusters Score -9883650 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -9884886.000000 Penalty: 5395.745605
	Iteration 4F: 3 clusters Score -9884886 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -9886299.000000 Penalty: 5395.745605
	Iteration 5F: 3 clusters Score -9886299 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -9887822.000000 Penalty: 5395.745605
	Iteration 6F: 3 clusters Score -9887822 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -9889477.000000 Penalty: 5395.745605
	Iteration 7F: 3 clusters Score -9889477 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -9891311.000000 Penalty: 5395.745605
	Iteration 8Q: 3 clusters Score -9891311 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -9893291.000000 Penalty: 5395.745605
	Iteration 9Q: 3 clusters Score -9893291 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -9894679.000000 Penalty: 5395.745605
	Iteration 10Q: 3 clusters Score -9894679 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -9895506.000000 Penalty: 5395.745605
	Iteration 11Q: 3 clusters Score -9895506 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -9896046.000000 Penalty: 5395.745605
	Iteration 12Q: 3 clusters Score -9896046 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -9896468.000000 Penalty: 5395.745605
	Iteration 13Q: 3 clusters Score -9896468 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -9896780.000000 Penalty: 5395.745605
	Iteration 14Q: 3 clusters Score -9896780 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -9896998.000000 Penalty: 5395.745605
	Iteration 15Q: 3 clusters Score -9896998 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -9897177.000000 Penalty: 5395.745605
	Iteration 16Q: 3 clusters Score -9897177 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -9897340.000000 Penalty: 5395.745605
	Iteration 17Q: 3 clusters Score -9897340 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -9897460.000000 Penalty: 5395.745605
	Iteration 18Q: 3 clusters Score -9897460 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -9897496.000000 Penalty: 5395.745605
	Iteration 19Q: 3 clusters Score -9897496 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -9897601.000000 Penalty: 5395.745605
	Iteration 20F: 3 clusters Score -9897601 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -9897632.000000 Penalty: 5395.745605
	Iteration 21Q: 3 clusters Score -9897632 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -9897659.000000 Penalty: 5395.745605
	Iteration 22Q: 3 clusters Score -9897659 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -9897679.000000 Penalty: 5395.745605
	Iteration 23Q: 3 clusters Score -9897679 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -9897688.000000 Penalty: 5395.745605
	Iteration 24Q: 3 clusters Score -9897688 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -9897702.000000 Penalty: 5395.745605
	Iteration 25Q: 3 clusters Score -9897702 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -9897704.000000 Penalty: 5395.745605
	Iteration 26Q: 3 clusters Score -9897704 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -9897704.000000 Penalty: 5395.745605
	Iteration 27Q: 3 clusters Score -9897704 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -9897713.000000 Penalty: 5395.745605
	Iteration 28Q: 3 clusters Score -9897713 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -9897730.000000 Penalty: 5395.745605
	Iteration 29Q: 3 clusters Score -9897730 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -9897736.000000 Penalty: 5395.745605
	Iteration 30Q: 3 clusters Score -9897736 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -9897765.000000 Penalty: 5395.745605
	Iteration 31Q: 3 clusters Score -9897765 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -9897756.000000 Penalty: 5395.745605
	Iteration 32Q: 3 clusters Score -9897756 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -9897793.000000 Penalty: 5395.745605
	Iteration 33Q: 3 clusters Score -9897793 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -9897829.000000 Penalty: 5395.745605
	Iteration 34Q: 3 clusters Score -9897829 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -9897838.000000 Penalty: 5395.745605
	Iteration 35Q: 3 clusters Score -9897838 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -9897810.000000 Penalty: 5395.745605
	Iteration 36Q: 3 clusters Score -9897810 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -9897806.000000 Penalty: 5395.745605
	Iteration 37Q: 3 clusters Score -9897806 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -9897808.000000 Penalty: 5395.745605
	Iteration 38Q: 3 clusters Score -9897808 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -9897836.000000 Penalty: 5395.745605
	Iteration 39Q: 3 clusters Score -9897836 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -9897848.000000 Penalty: 5395.745605
	Iteration 40F: 3 clusters Score -9897848 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -9897889.000000 Penalty: 5395.745605
	Iteration 41Q: 3 clusters Score -9897889 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -9897912.000000 Penalty: 5395.745605
	Iteration 42Q: 3 clusters Score -9897912 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -9897958.000000 Penalty: 5395.745605
	Iteration 43Q: 3 clusters Score -9897958 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -9897940.000000 Penalty: 5395.745605
	Iteration 44Q: 3 clusters Score -9897940 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -9898001.000000 Penalty: 5395.745605
	Iteration 45Q: 3 clusters Score -9898001 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -9897987.000000 Penalty: 5395.745605
	Iteration 46Q: 3 clusters Score -9897987 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -9897998.000000 Penalty: 5395.745605
	Iteration 47Q: 3 clusters Score -9897998 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -9898011.000000 Penalty: 5395.745605
	Iteration 48Q: 3 clusters Score -9898011 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -9898042.000000 Penalty: 5395.745605
	Iteration 49Q: 3 clusters Score -9898042 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -9898022.000000 Penalty: 5395.745605
	Iteration 50Q: 3 clusters Score -9898022 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -9898052.000000 Penalty: 5395.745605
	Iteration 51Q: 3 clusters Score -9898052 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -9898059.000000 Penalty: 5395.745605
	Iteration 52Q: 3 clusters Score -9898059 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -9898096.000000 Penalty: 5395.745605
	Iteration 53Q: 3 clusters Score -9898096 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -9898126.000000 Penalty: 5395.745605
	Iteration 54Q: 3 clusters Score -9898126 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -9898140.000000 Penalty: 5395.745605
	Iteration 55Q: 3 clusters Score -9898140 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -9898150.000000 Penalty: 5395.745605
	Iteration 56Q: 3 clusters Score -9898150 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -9898145.000000 Penalty: 5395.745605
	Iteration 57Q: 3 clusters Score -9898145 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -9898160.000000 Penalty: 5395.745605
	Iteration 58Q: 3 clusters Score -9898160 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -9898161.000000 Penalty: 5395.745605
	Iteration 59Q: 3 clusters Score -9898161 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -9898173.000000 Penalty: 5395.745605
	Iteration 60F: 3 clusters Score -9898173 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -9898186.000000 Penalty: 5395.745605
	Iteration 61Q: 3 clusters Score -9898186 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -9898163.000000 Penalty: 5395.745605
	Iteration 62Q: 3 clusters Score -9898163 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -9898203.000000 Penalty: 5395.745605
	Iteration 63Q: 3 clusters Score -9898203 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -9898242.000000 Penalty: 5395.745605
	Iteration 64Q: 3 clusters Score -9898242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -9898253.000000 Penalty: 5395.745605
	Iteration 65Q: 3 clusters Score -9898253 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -9898264.000000 Penalty: 5395.745605
	Iteration 66Q: 3 clusters Score -9898264 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -9898289.000000 Penalty: 5395.745605
	Iteration 67Q: 3 clusters Score -9898289 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -9898301.000000 Penalty: 5395.745605
	Iteration 68Q: 3 clusters Score -9898301 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -9898289.000000 Penalty: 5395.745605
	Iteration 69Q: 3 clusters Score -9898289 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -9898295.000000 Penalty: 5395.745605
	Iteration 70Q: 3 clusters Score -9898295 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -9898279.000000 Penalty: 5395.745605
	Iteration 71Q: 3 clusters Score -9898279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -9898286.000000 Penalty: 5395.745605
	Iteration 72Q: 3 clusters Score -9898286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -9898288.000000 Penalty: 5395.745605
	Iteration 73Q: 3 clusters Score -9898288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -9898321.000000 Penalty: 5395.745605
	Iteration 74Q: 3 clusters Score -9898321 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -9898324.000000 Penalty: 5395.745605
	Iteration 75Q: 3 clusters Score -9898324 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -9898333.000000 Penalty: 5395.745605
	Iteration 76Q: 3 clusters Score -9898333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -9898356.000000 Penalty: 5395.745605
	Iteration 77Q: 3 clusters Score -9898356 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -9898339.000000 Penalty: 5395.745605
	Iteration 78Q: 3 clusters Score -9898339 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -9898338.000000 Penalty: 5395.745605
	Iteration 79Q: 3 clusters Score -9898338 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -9898316.000000 Penalty: 5395.745605
	Iteration 80F: 3 clusters Score -9898316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -9898342.000000 Penalty: 5395.745605
	Iteration 81Q: 3 clusters Score -9898342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -9898340.000000 Penalty: 5395.745605
	Iteration 82Q: 3 clusters Score -9898340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -9898364.000000 Penalty: 5395.745605
	Iteration 83Q: 3 clusters Score -9898364 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -9898340.000000 Penalty: 5395.745605
	Iteration 84Q: 3 clusters Score -9898340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -9898351.000000 Penalty: 5395.745605
	Iteration 85Q: 3 clusters Score -9898351 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -9898364.000000 Penalty: 5395.745605
	Iteration 86Q: 3 clusters Score -9898364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -9898365.000000 Penalty: 5395.745605
	Iteration 87Q: 3 clusters Score -9898365 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -9898353.000000 Penalty: 5395.745605
	Iteration 88Q: 3 clusters Score -9898353 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -9898366.000000 Penalty: 5395.745605
	Iteration 89Q: 3 clusters Score -9898366 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -9898366.000000 Penalty: 5395.745605
	Iteration 90Q: 3 clusters Score -9898366 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -9898369.000000 Penalty: 5395.745605
	Iteration 91Q: 3 clusters Score -9898369 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -9898364.000000 Penalty: 5395.745605
	Iteration 92Q: 3 clusters Score -9898364 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -9898359.000000 Penalty: 5395.745605
	Iteration 93Q: 3 clusters Score -9898359 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -9898363.000000 Penalty: 5395.745605
	Iteration 94Q: 3 clusters Score -9898363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -9898354.000000 Penalty: 5395.745605
	Iteration 95Q: 3 clusters Score -9898354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -9898374.000000 Penalty: 5395.745605
	Iteration 96Q: 3 clusters Score -9898374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -9898390.000000 Penalty: 5395.745605
	Iteration 97Q: 3 clusters Score -9898390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -9898397.000000 Penalty: 5395.745605
	Iteration 98Q: 3 clusters Score -9898397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -9898385.000000 Penalty: 5395.745605
	Iteration 99Q: 3 clusters Score -9898385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -9898394.000000 Penalty: 5395.745605
	Iteration 100F: 3 clusters Score -9898394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -9898407.000000 Penalty: 5395.745605
	Iteration 101Q: 3 clusters Score -9898407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -9898398.000000 Penalty: 5395.745605
	Iteration 102Q: 3 clusters Score -9898398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -9898403.000000 Penalty: 5395.745605
	Iteration 103Q: 3 clusters Score -9898403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -9898400.000000 Penalty: 5395.745605
	Iteration 104Q: 3 clusters Score -9898400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -9898411.000000 Penalty: 5395.745605
	Iteration 105Q: 3 clusters Score -9898411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -9898403.000000 Penalty: 5395.745605
	Iteration 106Q: 3 clusters Score -9898403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -9898414.000000 Penalty: 5395.745605
	Iteration 107Q: 3 clusters Score -9898414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -9898408.000000 Penalty: 5395.745605
	Iteration 108Q: 3 clusters Score -9898408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -9898412.000000 Penalty: 5395.745605
	Iteration 109Q: 3 clusters Score -9898412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -9898412.000000 Penalty: 5395.745605
	Iteration 110F: 3 clusters Score -9898412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46351 members 
Mstep: Class 4 contains 32752 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48531 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44406 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 48970 members 
Mstep: Class 11 contains 46866 members 
Mstep: Class 12 contains 44365 members 
Mstep: Class 13 contains 49927 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44490 members 
Mstep: Class 16 contains 46664 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 46895 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 27731 members 
Entering Unmasked Estep 
Score: -106695184.000000 Penalty: 75744.453125
Splitting cluster 18 changes total score from -106693656.000000 to -106695184.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -41610.074219 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -41610.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40409.882812 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -40409.88 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40745.664062 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -40745.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -41045.367188 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -41045.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -41348.914062 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -41348.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -41528.093750 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -41528.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -41578.328125 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -41578.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -41647.160156 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -41647.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -41701.593750 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -41701.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -41730.429688 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -41730.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -41736.765625 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -41736.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -41748.070312 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -41748.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -41754.246094 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -41754.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41756.050781 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -41756.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41761.257812 Penalty: 3069.378906
	Iteration 13F: 3 clusters Score -41761.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -41815.476562 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -41815.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -41818.363281 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -41818.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -41827.320312 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -41827.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -41827.320312 Penalty: 3069.378906
	Iteration 17F: 3 clusters Score -41827.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46351 members 
Mstep: Class 4 contains 32752 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48531 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44406 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 48970 members 
Mstep: Class 11 contains 46866 members 
Mstep: Class 12 contains 44365 members 
Mstep: Class 13 contains 49927 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44490 members 
Mstep: Class 16 contains 46664 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 148 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 46895 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 27731 members 
Mstep: Class 24 contains 339 members 
Entering Unmasked Estep 
Score: -106693640.000000 Penalty: 79037.695312
Splitting cluster 19 changes total score from -106693656.000000 to -106693640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -984871.562500 Penalty: 2126.854980
	Iteration 0F: 2 clusters Score -984871.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -980162.500000 Penalty: 4253.709961
	Iteration 0F: 3 clusters Score -980162.5 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -981242.312500 Penalty: 4253.709961
	Iteration 1F: 3 clusters Score -981242.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -981462.750000 Penalty: 4253.709961
	Iteration 2F: 3 clusters Score -981462.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -981615.062500 Penalty: 4253.709961
	Iteration 3F: 3 clusters Score -981615.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -981734.750000 Penalty: 4253.709961
	Iteration 4Q: 3 clusters Score -981734.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -981824.625000 Penalty: 4253.709961
	Iteration 5Q: 3 clusters Score -981824.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -981917.875000 Penalty: 4253.709961
	Iteration 6Q: 3 clusters Score -981917.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -982000.375000 Penalty: 4253.709961
	Iteration 7Q: 3 clusters Score -982000.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -982058.375000 Penalty: 4253.709961
	Iteration 8Q: 3 clusters Score -982058.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -982109.562500 Penalty: 4253.709961
	Iteration 9Q: 3 clusters Score -982109.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -982160.750000 Penalty: 4253.709961
	Iteration 10Q: 3 clusters Score -982160.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -982207.875000 Penalty: 4253.709961
	Iteration 11Q: 3 clusters Score -982207.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -982258.250000 Penalty: 4253.709961
	Iteration 12Q: 3 clusters Score -982258.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -982312.500000 Penalty: 4253.709961
	Iteration 13Q: 3 clusters Score -982312.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -982362.500000 Penalty: 4253.709961
	Iteration 14Q: 3 clusters Score -982362.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -982418.000000 Penalty: 4253.709961
	Iteration 15Q: 3 clusters Score -982418 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -982484.750000 Penalty: 4253.709961
	Iteration 16Q: 3 clusters Score -982484.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -982568.687500 Penalty: 4253.709961
	Iteration 17Q: 3 clusters Score -982568.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -982646.687500 Penalty: 4253.709961
	Iteration 18Q: 3 clusters Score -982646.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -982718.437500 Penalty: 4253.709961
	Iteration 19Q: 3 clusters Score -982718.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -982779.687500 Penalty: 4253.709961
	Iteration 20F: 3 clusters Score -982779.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -982831.125000 Penalty: 4253.709961
	Iteration 21Q: 3 clusters Score -982831.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -982883.625000 Penalty: 4253.709961
	Iteration 22Q: 3 clusters Score -982883.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -982932.625000 Penalty: 4253.709961
	Iteration 23Q: 3 clusters Score -982932.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -982975.937500 Penalty: 4253.709961
	Iteration 24Q: 3 clusters Score -982975.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -983015.875000 Penalty: 4253.709961
	Iteration 25Q: 3 clusters Score -983015.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -983043.562500 Penalty: 4253.709961
	Iteration 26Q: 3 clusters Score -983043.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -983067.625000 Penalty: 4253.709961
	Iteration 27Q: 3 clusters Score -983067.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -983083.312500 Penalty: 4253.709961
	Iteration 28Q: 3 clusters Score -983083.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -983090.750000 Penalty: 4253.709961
	Iteration 29Q: 3 clusters Score -983090.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -983095.250000 Penalty: 4253.709961
	Iteration 30Q: 3 clusters Score -983095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -983100.375000 Penalty: 4253.709961
	Iteration 31Q: 3 clusters Score -983100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -983104.187500 Penalty: 4253.709961
	Iteration 32Q: 3 clusters Score -983104.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -983109.187500 Penalty: 4253.709961
	Iteration 33Q: 3 clusters Score -983109.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -983116.937500 Penalty: 4253.709961
	Iteration 34Q: 3 clusters Score -983116.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -983125.562500 Penalty: 4253.709961
	Iteration 35Q: 3 clusters Score -983125.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -983134.937500 Penalty: 4253.709961
	Iteration 36Q: 3 clusters Score -983134.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -983142.250000 Penalty: 4253.709961
	Iteration 37Q: 3 clusters Score -983142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -983147.500000 Penalty: 4253.709961
	Iteration 38Q: 3 clusters Score -983147.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -983150.187500 Penalty: 4253.709961
	Iteration 39Q: 3 clusters Score -983150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -983151.125000 Penalty: 4253.709961
	Iteration 40F: 3 clusters Score -983151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -983150.187500 Penalty: 4253.709961
	Iteration 41Q: 3 clusters Score -983150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -983150.875000 Penalty: 4253.709961
	Iteration 42Q: 3 clusters Score -983150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -983151.000000 Penalty: 4253.709961
	Iteration 43Q: 3 clusters Score -983151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -983151.937500 Penalty: 4253.709961
	Iteration 44Q: 3 clusters Score -983151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -983151.937500 Penalty: 4253.709961
	Iteration 45F: 3 clusters Score -983151.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Entering Unmasked Estep 
Score: -8828202.000000 Penalty: 2667.405273
	Iteration 0F: 2 clusters Score -8828202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -8798923.000000 Penalty: 5334.810547
	Iteration 0F: 3 clusters Score -8798923 nChanged 21654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -8810898.000000 Penalty: 5334.810547
	Iteration 1F: 3 clusters Score -8810898 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -8811445.000000 Penalty: 5334.810547
	Iteration 2Q: 3 clusters Score -8811445 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -8811988.000000 Penalty: 5334.810547
	Iteration 3Q: 3 clusters Score -8811988 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -8812642.000000 Penalty: 5334.810547
	Iteration 4Q: 3 clusters Score -8812642 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -8813317.000000 Penalty: 5334.810547
	Iteration 5Q: 3 clusters Score -8813317 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -8814115.000000 Penalty: 5334.810547
	Iteration 6Q: 3 clusters Score -8814115 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -8815392.000000 Penalty: 5334.810547
	Iteration 7Q: 3 clusters Score -8815392 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -8817256.000000 Penalty: 5334.810547
	Iteration 8F: 3 clusters Score -8817256 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -8819727.000000 Penalty: 5334.810547
	Iteration 9F: 3 clusters Score -8819727 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -8821852.000000 Penalty: 5334.810547
	Iteration 10F: 3 clusters Score -8821852 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -8822995.000000 Penalty: 5334.810547
	Iteration 11Q: 3 clusters Score -8822995 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -8823460.000000 Penalty: 5334.810547
	Iteration 12Q: 3 clusters Score -8823460 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -8823736.000000 Penalty: 5334.810547
	Iteration 13Q: 3 clusters Score -8823736 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -8823915.000000 Penalty: 5334.810547
	Iteration 14Q: 3 clusters Score -8823915 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -8824007.000000 Penalty: 5334.810547
	Iteration 15Q: 3 clusters Score -8824007 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -8824099.000000 Penalty: 5334.810547
	Iteration 16Q: 3 clusters Score -8824099 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -8824185.000000 Penalty: 5334.810547
	Iteration 17Q: 3 clusters Score -8824185 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -8824287.000000 Penalty: 5334.810547
	Iteration 18Q: 3 clusters Score -8824287 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -8824346.000000 Penalty: 5334.810547
	Iteration 19Q: 3 clusters Score -8824346 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -8824421.000000 Penalty: 5334.810547
	Iteration 20F: 3 clusters Score -8824421 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -8824452.000000 Penalty: 5334.810547
	Iteration 21Q: 3 clusters Score -8824452 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -8824496.000000 Penalty: 5334.810547
	Iteration 22Q: 3 clusters Score -8824496 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -8824570.000000 Penalty: 5334.810547
	Iteration 23Q: 3 clusters Score -8824570 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -8824583.000000 Penalty: 5334.810547
	Iteration 24Q: 3 clusters Score -8824583 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -8824578.000000 Penalty: 5334.810547
	Iteration 25Q: 3 clusters Score -8824578 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -8824603.000000 Penalty: 5334.810547
	Iteration 26Q: 3 clusters Score -8824603 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -8824601.000000 Penalty: 5334.810547
	Iteration 27Q: 3 clusters Score -8824601 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -8824618.000000 Penalty: 5334.810547
	Iteration 28Q: 3 clusters Score -8824618 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -8824644.000000 Penalty: 5334.810547
	Iteration 29Q: 3 clusters Score -8824644 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -8824660.000000 Penalty: 5334.810547
	Iteration 30Q: 3 clusters Score -8824660 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -8824693.000000 Penalty: 5334.810547
	Iteration 31Q: 3 clusters Score -8824693 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -8824714.000000 Penalty: 5334.810547
	Iteration 32Q: 3 clusters Score -8824714 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -8824710.000000 Penalty: 5334.810547
	Iteration 33Q: 3 clusters Score -8824710 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -8824728.000000 Penalty: 5334.810547
	Iteration 34Q: 3 clusters Score -8824728 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -8824726.000000 Penalty: 5334.810547
	Iteration 35Q: 3 clusters Score -8824726 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -8824739.000000 Penalty: 5334.810547
	Iteration 36Q: 3 clusters Score -8824739 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -8824754.000000 Penalty: 5334.810547
	Iteration 37Q: 3 clusters Score -8824754 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -8824805.000000 Penalty: 5334.810547
	Iteration 38Q: 3 clusters Score -8824805 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -8824841.000000 Penalty: 5334.810547
	Iteration 39Q: 3 clusters Score -8824841 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -8824867.000000 Penalty: 5334.810547
	Iteration 40F: 3 clusters Score -8824867 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -8824900.000000 Penalty: 5334.810547
	Iteration 41Q: 3 clusters Score -8824900 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -8824935.000000 Penalty: 5334.810547
	Iteration 42Q: 3 clusters Score -8824935 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -8824963.000000 Penalty: 5334.810547
	Iteration 43Q: 3 clusters Score -8824963 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -8824992.000000 Penalty: 5334.810547
	Iteration 44Q: 3 clusters Score -8824992 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -8825032.000000 Penalty: 5334.810547
	Iteration 45Q: 3 clusters Score -8825032 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -8825056.000000 Penalty: 5334.810547
	Iteration 46Q: 3 clusters Score -8825056 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -8825125.000000 Penalty: 5334.810547
	Iteration 47Q: 3 clusters Score -8825125 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -8825150.000000 Penalty: 5334.810547
	Iteration 48Q: 3 clusters Score -8825150 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -8825178.000000 Penalty: 5334.810547
	Iteration 49Q: 3 clusters Score -8825178 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -8825219.000000 Penalty: 5334.810547
	Iteration 50Q: 3 clusters Score -8825219 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -8825229.000000 Penalty: 5334.810547
	Iteration 51Q: 3 clusters Score -8825229 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -8825256.000000 Penalty: 5334.810547
	Iteration 52Q: 3 clusters Score -8825256 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -8825269.000000 Penalty: 5334.810547
	Iteration 53Q: 3 clusters Score -8825269 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -8825308.000000 Penalty: 5334.810547
	Iteration 54Q: 3 clusters Score -8825308 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -8825328.000000 Penalty: 5334.810547
	Iteration 55Q: 3 clusters Score -8825328 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -8825338.000000 Penalty: 5334.810547
	Iteration 56Q: 3 clusters Score -8825338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -8825350.000000 Penalty: 5334.810547
	Iteration 57Q: 3 clusters Score -8825350 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -8825351.000000 Penalty: 5334.810547
	Iteration 58Q: 3 clusters Score -8825351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -8825368.000000 Penalty: 5334.810547
	Iteration 59Q: 3 clusters Score -8825368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -8825381.000000 Penalty: 5334.810547
	Iteration 60F: 3 clusters Score -8825381 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -8825416.000000 Penalty: 5334.810547
	Iteration 61Q: 3 clusters Score -8825416 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -8825409.000000 Penalty: 5334.810547
	Iteration 62Q: 3 clusters Score -8825409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8825421.000000 Penalty: 5334.810547
	Iteration 63Q: 3 clusters Score -8825421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -8825422.000000 Penalty: 5334.810547
	Iteration 64Q: 3 clusters Score -8825422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -8825418.000000 Penalty: 5334.810547
	Iteration 65Q: 3 clusters Score -8825418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8825422.000000 Penalty: 5334.810547
	Iteration 66Q: 3 clusters Score -8825422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -8825418.000000 Penalty: 5334.810547
	Iteration 67Q: 3 clusters Score -8825418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -8825407.000000 Penalty: 5334.810547
	Iteration 68Q: 3 clusters Score -8825407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -8825420.000000 Penalty: 5334.810547
	Iteration 69Q: 3 clusters Score -8825420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -8825428.000000 Penalty: 5334.810547
	Iteration 70Q: 3 clusters Score -8825428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -8825424.000000 Penalty: 5334.810547
	Iteration 71Q: 3 clusters Score -8825424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -8825427.000000 Penalty: 5334.810547
	Iteration 72Q: 3 clusters Score -8825427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -8825420.000000 Penalty: 5334.810547
	Iteration 73Q: 3 clusters Score -8825420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -8825411.000000 Penalty: 5334.810547
	Iteration 74Q: 3 clusters Score -8825411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -8825402.000000 Penalty: 5334.810547
	Iteration 75Q: 3 clusters Score -8825402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -8825416.000000 Penalty: 5334.810547
	Iteration 76Q: 3 clusters Score -8825416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -8825417.000000 Penalty: 5334.810547
	Iteration 77Q: 3 clusters Score -8825417 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -8825405.000000 Penalty: 5334.810547
	Iteration 78Q: 3 clusters Score -8825405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -8825412.000000 Penalty: 5334.810547
	Iteration 79Q: 3 clusters Score -8825412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -8825401.000000 Penalty: 5334.810547
	Iteration 80F: 3 clusters Score -8825401 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -8825410.000000 Penalty: 5334.810547
	Iteration 81Q: 3 clusters Score -8825410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -8825418.000000 Penalty: 5334.810547
	Iteration 82Q: 3 clusters Score -8825418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -8825435.000000 Penalty: 5334.810547
	Iteration 83Q: 3 clusters Score -8825435 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -8825432.000000 Penalty: 5334.810547
	Iteration 84Q: 3 clusters Score -8825432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -8825436.000000 Penalty: 5334.810547
	Iteration 85Q: 3 clusters Score -8825436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -8825408.000000 Penalty: 5334.810547
	Iteration 86Q: 3 clusters Score -8825408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -8825415.000000 Penalty: 5334.810547
	Iteration 87Q: 3 clusters Score -8825415 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -8825422.000000 Penalty: 5334.810547
	Iteration 88Q: 3 clusters Score -8825422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8825402.000000 Penalty: 5334.810547
	Iteration 89Q: 3 clusters Score -8825402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -8825405.000000 Penalty: 5334.810547
	Iteration 90Q: 3 clusters Score -8825405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -8825418.000000 Penalty: 5334.810547
	Iteration 91Q: 3 clusters Score -8825418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -8825424.000000 Penalty: 5334.810547
	Iteration 92Q: 3 clusters Score -8825424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -8825424.000000 Penalty: 5334.810547
	Iteration 93Q: 3 clusters Score -8825424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -8825434.000000 Penalty: 5334.810547
	Iteration 94Q: 3 clusters Score -8825434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -8825431.000000 Penalty: 5334.810547
	Iteration 95Q: 3 clusters Score -8825431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -8825442.000000 Penalty: 5334.810547
	Iteration 96Q: 3 clusters Score -8825442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -8825446.000000 Penalty: 5334.810547
	Iteration 97Q: 3 clusters Score -8825446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -8825459.000000 Penalty: 5334.810547
	Iteration 98Q: 3 clusters Score -8825459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -8825458.000000 Penalty: 5334.810547
	Iteration 99Q: 3 clusters Score -8825458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -8825446.000000 Penalty: 5334.810547
	Iteration 100F: 3 clusters Score -8825446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -8825459.000000 Penalty: 5334.810547
	Iteration 101Q: 3 clusters Score -8825459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -8825458.000000 Penalty: 5334.810547
	Iteration 102Q: 3 clusters Score -8825458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -8825457.000000 Penalty: 5334.810547
	Iteration 103Q: 3 clusters Score -8825457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -8825467.000000 Penalty: 5334.810547
	Iteration 104Q: 3 clusters Score -8825467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -8825466.000000 Penalty: 5334.810547
	Iteration 105Q: 3 clusters Score -8825466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -8825474.000000 Penalty: 5334.810547
	Iteration 106Q: 3 clusters Score -8825474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -8825480.000000 Penalty: 5334.810547
	Iteration 107Q: 3 clusters Score -8825480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -8825470.000000 Penalty: 5334.810547
	Iteration 108Q: 3 clusters Score -8825470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -8825469.000000 Penalty: 5334.810547
	Iteration 109Q: 3 clusters Score -8825469 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -8825485.000000 Penalty: 5334.810547
	Iteration 110Q: 3 clusters Score -8825485 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -8825484.000000 Penalty: 5334.810547
	Iteration 111Q: 3 clusters Score -8825484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -8825500.000000 Penalty: 5334.810547
	Iteration 112Q: 3 clusters Score -8825500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -8825506.000000 Penalty: 5334.810547
	Iteration 113Q: 3 clusters Score -8825506 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -8825515.000000 Penalty: 5334.810547
	Iteration 114Q: 3 clusters Score -8825515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -8825518.000000 Penalty: 5334.810547
	Iteration 115Q: 3 clusters Score -8825518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -8825521.000000 Penalty: 5334.810547
	Iteration 116Q: 3 clusters Score -8825521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -8825524.000000 Penalty: 5334.810547
	Iteration 117Q: 3 clusters Score -8825524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -8825530.000000 Penalty: 5334.810547
	Iteration 118Q: 3 clusters Score -8825530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -8825539.000000 Penalty: 5334.810547
	Iteration 119Q: 3 clusters Score -8825539 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -8825551.000000 Penalty: 5334.810547
	Iteration 120F: 3 clusters Score -8825551 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -8825563.000000 Penalty: 5334.810547
	Iteration 121Q: 3 clusters Score -8825563 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -8825552.000000 Penalty: 5334.810547
	Iteration 122Q: 3 clusters Score -8825552 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -8825542.000000 Penalty: 5334.810547
	Iteration 123Q: 3 clusters Score -8825542 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -8825524.000000 Penalty: 5334.810547
	Iteration 124Q: 3 clusters Score -8825524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -8825531.000000 Penalty: 5334.810547
	Iteration 125Q: 3 clusters Score -8825531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -8825540.000000 Penalty: 5334.810547
	Iteration 126Q: 3 clusters Score -8825540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -8825573.000000 Penalty: 5334.810547
	Iteration 127Q: 3 clusters Score -8825573 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -8825551.000000 Penalty: 5334.810547
	Iteration 128Q: 3 clusters Score -8825551 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -8825554.000000 Penalty: 5334.810547
	Iteration 129Q: 3 clusters Score -8825554 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -8825533.000000 Penalty: 5334.810547
	Iteration 130Q: 3 clusters Score -8825533 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -8825555.000000 Penalty: 5334.810547
	Iteration 131Q: 3 clusters Score -8825555 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -8825548.000000 Penalty: 5334.810547
	Iteration 132Q: 3 clusters Score -8825548 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -8825579.000000 Penalty: 5334.810547
	Iteration 133Q: 3 clusters Score -8825579 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -8825579.000000 Penalty: 5334.810547
	Iteration 134Q: 3 clusters Score -8825579 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -8825609.000000 Penalty: 5334.810547
	Iteration 135Q: 3 clusters Score -8825609 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -8825604.000000 Penalty: 5334.810547
	Iteration 136Q: 3 clusters Score -8825604 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -8825615.000000 Penalty: 5334.810547
	Iteration 137Q: 3 clusters Score -8825615 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -8825639.000000 Penalty: 5334.810547
	Iteration 138Q: 3 clusters Score -8825639 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -8825665.000000 Penalty: 5334.810547
	Iteration 139Q: 3 clusters Score -8825665 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -8825663.000000 Penalty: 5334.810547
	Iteration 140F: 3 clusters Score -8825663 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -8825672.000000 Penalty: 5334.810547
	Iteration 141Q: 3 clusters Score -8825672 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -8825694.000000 Penalty: 5334.810547
	Iteration 142Q: 3 clusters Score -8825694 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -8825744.000000 Penalty: 5334.810547
	Iteration 143Q: 3 clusters Score -8825744 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -8825789.000000 Penalty: 5334.810547
	Iteration 144Q: 3 clusters Score -8825789 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -8825796.000000 Penalty: 5334.810547
	Iteration 145Q: 3 clusters Score -8825796 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -8825795.000000 Penalty: 5334.810547
	Iteration 146Q: 3 clusters Score -8825795 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -8825800.000000 Penalty: 5334.810547
	Iteration 147Q: 3 clusters Score -8825800 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -8825824.000000 Penalty: 5334.810547
	Iteration 148Q: 3 clusters Score -8825824 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -8825852.000000 Penalty: 5334.810547
	Iteration 149Q: 3 clusters Score -8825852 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -8825880.000000 Penalty: 5334.810547
	Iteration 150Q: 3 clusters Score -8825880 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -8825886.000000 Penalty: 5334.810547
	Iteration 151Q: 3 clusters Score -8825886 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -8825926.000000 Penalty: 5334.810547
	Iteration 152Q: 3 clusters Score -8825926 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -8825966.000000 Penalty: 5334.810547
	Iteration 153Q: 3 clusters Score -8825966 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -8826034.000000 Penalty: 5334.810547
	Iteration 154Q: 3 clusters Score -8826034 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -8826104.000000 Penalty: 5334.810547
	Iteration 155Q: 3 clusters Score -8826104 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -8826130.000000 Penalty: 5334.810547
	Iteration 156Q: 3 clusters Score -8826130 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -8826202.000000 Penalty: 5334.810547
	Iteration 157Q: 3 clusters Score -8826202 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -8826282.000000 Penalty: 5334.810547
	Iteration 158Q: 3 clusters Score -8826282 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -8826345.000000 Penalty: 5334.810547
	Iteration 159Q: 3 clusters Score -8826345 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -8826419.000000 Penalty: 5334.810547
	Iteration 160F: 3 clusters Score -8826419 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -8826516.000000 Penalty: 5334.810547
	Iteration 161Q: 3 clusters Score -8826516 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -8826566.000000 Penalty: 5334.810547
	Iteration 162Q: 3 clusters Score -8826566 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -8826652.000000 Penalty: 5334.810547
	Iteration 163Q: 3 clusters Score -8826652 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -8826724.000000 Penalty: 5334.810547
	Iteration 164Q: 3 clusters Score -8826724 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -8826808.000000 Penalty: 5334.810547
	Iteration 165Q: 3 clusters Score -8826808 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -8826851.000000 Penalty: 5334.810547
	Iteration 166Q: 3 clusters Score -8826851 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -8826928.000000 Penalty: 5334.810547
	Iteration 167Q: 3 clusters Score -8826928 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -8826957.000000 Penalty: 5334.810547
	Iteration 168Q: 3 clusters Score -8826957 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -8827004.000000 Penalty: 5334.810547
	Iteration 169Q: 3 clusters Score -8827004 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -8827048.000000 Penalty: 5334.810547
	Iteration 170Q: 3 clusters Score -8827048 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -8827095.000000 Penalty: 5334.810547
	Iteration 171Q: 3 clusters Score -8827095 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -8827110.000000 Penalty: 5334.810547
	Iteration 172Q: 3 clusters Score -8827110 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -8827176.000000 Penalty: 5334.810547
	Iteration 173Q: 3 clusters Score -8827176 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -8827251.000000 Penalty: 5334.810547
	Iteration 174Q: 3 clusters Score -8827251 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -8827275.000000 Penalty: 5334.810547
	Iteration 175Q: 3 clusters Score -8827275 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8827323.000000 Penalty: 5334.810547
	Iteration 176Q: 3 clusters Score -8827323 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -8827319.000000 Penalty: 5334.810547
	Iteration 177Q: 3 clusters Score -8827319 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -8827320.000000 Penalty: 5334.810547
	Iteration 178Q: 3 clusters Score -8827320 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -8827321.000000 Penalty: 5334.810547
	Iteration 179Q: 3 clusters Score -8827321 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -8827333.000000 Penalty: 5334.810547
	Iteration 180F: 3 clusters Score -8827333 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -8827352.000000 Penalty: 5334.810547
	Iteration 181Q: 3 clusters Score -8827352 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -8827372.000000 Penalty: 5334.810547
	Iteration 182Q: 3 clusters Score -8827372 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -8827371.000000 Penalty: 5334.810547
	Iteration 183Q: 3 clusters Score -8827371 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -8827361.000000 Penalty: 5334.810547
	Iteration 184Q: 3 clusters Score -8827361 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -8827350.000000 Penalty: 5334.810547
	Iteration 185Q: 3 clusters Score -8827350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -8827358.000000 Penalty: 5334.810547
	Iteration 186Q: 3 clusters Score -8827358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -8827349.000000 Penalty: 5334.810547
	Iteration 187Q: 3 clusters Score -8827349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8827345.000000 Penalty: 5334.810547
	Iteration 188Q: 3 clusters Score -8827345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -8827337.000000 Penalty: 5334.810547
	Iteration 189Q: 3 clusters Score -8827337 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8827347.000000 Penalty: 5334.810547
	Iteration 190Q: 3 clusters Score -8827347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -8827339.000000 Penalty: 5334.810547
	Iteration 191Q: 3 clusters Score -8827339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8827333.000000 Penalty: 5334.810547
	Iteration 192Q: 3 clusters Score -8827333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -8827340.000000 Penalty: 5334.810547
	Iteration 193Q: 3 clusters Score -8827340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -8827340.000000 Penalty: 5334.810547
	Iteration 194Q: 3 clusters Score -8827340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -8827353.000000 Penalty: 5334.810547
	Iteration 195Q: 3 clusters Score -8827353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -8827354.000000 Penalty: 5334.810547
	Iteration 196Q: 3 clusters Score -8827354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -8827362.000000 Penalty: 5334.810547
	Iteration 197Q: 3 clusters Score -8827362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -8827361.000000 Penalty: 5334.810547
	Iteration 198Q: 3 clusters Score -8827361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -8827376.000000 Penalty: 5334.810547
	Iteration 199Q: 3 clusters Score -8827376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8827366.000000 Penalty: 5334.810547
	Iteration 200F: 3 clusters Score -8827366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -8827362.000000 Penalty: 5334.810547
	Iteration 201Q: 3 clusters Score -8827362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -8827352.000000 Penalty: 5334.810547
	Iteration 202Q: 3 clusters Score -8827352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8827355.000000 Penalty: 5334.810547
	Iteration 203Q: 3 clusters Score -8827355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8827349.000000 Penalty: 5334.810547
	Iteration 204Q: 3 clusters Score -8827349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8827349.000000 Penalty: 5334.810547
	Iteration 205Q: 3 clusters Score -8827349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -8827346.000000 Penalty: 5334.810547
	Iteration 206Q: 3 clusters Score -8827346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8827354.000000 Penalty: 5334.810547
	Iteration 207Q: 3 clusters Score -8827354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8827352.000000 Penalty: 5334.810547
	Iteration 208Q: 3 clusters Score -8827352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8827347.000000 Penalty: 5334.810547
	Iteration 209Q: 3 clusters Score -8827347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8827333.000000 Penalty: 5334.810547
	Iteration 210Q: 3 clusters Score -8827333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8827327.000000 Penalty: 5334.810547
	Iteration 211Q: 3 clusters Score -8827327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -8827334.000000 Penalty: 5334.810547
	Iteration 212Q: 3 clusters Score -8827334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -8827323.000000 Penalty: 5334.810547
	Iteration 213Q: 3 clusters Score -8827323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -8827329.000000 Penalty: 5334.810547
	Iteration 214Q: 3 clusters Score -8827329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -8827319.000000 Penalty: 5334.810547
	Iteration 215Q: 3 clusters Score -8827319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -8827328.000000 Penalty: 5334.810547
	Iteration 216Q: 3 clusters Score -8827328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -8827303.000000 Penalty: 5334.810547
	Iteration 217Q: 3 clusters Score -8827303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8827300.000000 Penalty: 5334.810547
	Iteration 218Q: 3 clusters Score -8827300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -8827301.000000 Penalty: 5334.810547
	Iteration 219Q: 3 clusters Score -8827301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -8827296.000000 Penalty: 5334.810547
	Iteration 220F: 3 clusters Score -8827296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -8827295.000000 Penalty: 5334.810547
	Iteration 221Q: 3 clusters Score -8827295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8827297.000000 Penalty: 5334.810547
	Iteration 222Q: 3 clusters Score -8827297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -8827309.000000 Penalty: 5334.810547
	Iteration 223Q: 3 clusters Score -8827309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -8827304.000000 Penalty: 5334.810547
	Iteration 224Q: 3 clusters Score -8827304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -8827297.000000 Penalty: 5334.810547
	Iteration 225Q: 3 clusters Score -8827297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -8827299.000000 Penalty: 5334.810547
	Iteration 226Q: 3 clusters Score -8827299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -8827299.000000 Penalty: 5334.810547
	Iteration 227Q: 3 clusters Score -8827299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -8827295.000000 Penalty: 5334.810547
	Iteration 228Q: 3 clusters Score -8827295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -8827296.000000 Penalty: 5334.810547
	Iteration 229Q: 3 clusters Score -8827296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -8827290.000000 Penalty: 5334.810547
	Iteration 230Q: 3 clusters Score -8827290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -8827286.000000 Penalty: 5334.810547
	Iteration 231Q: 3 clusters Score -8827286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8827281.000000 Penalty: 5334.810547
	Iteration 232Q: 3 clusters Score -8827281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8827279.000000 Penalty: 5334.810547
	Iteration 233Q: 3 clusters Score -8827279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8827281.000000 Penalty: 5334.810547
	Iteration 234Q: 3 clusters Score -8827281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -8827281.000000 Penalty: 5334.810547
	Iteration 235Q: 3 clusters Score -8827281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8827288.000000 Penalty: 5334.810547
	Iteration 236Q: 3 clusters Score -8827288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -8827287.000000 Penalty: 5334.810547
	Iteration 237Q: 3 clusters Score -8827287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -8827279.000000 Penalty: 5334.810547
	Iteration 238Q: 3 clusters Score -8827279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -8827286.000000 Penalty: 5334.810547
	Iteration 239Q: 3 clusters Score -8827286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8827282.000000 Penalty: 5334.810547
	Iteration 240F: 3 clusters Score -8827282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8827281.000000 Penalty: 5334.810547
	Iteration 241Q: 3 clusters Score -8827281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -8827267.000000 Penalty: 5334.810547
	Iteration 242Q: 3 clusters Score -8827267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -8827282.000000 Penalty: 5334.810547
	Iteration 243Q: 3 clusters Score -8827282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -8827262.000000 Penalty: 5334.810547
	Iteration 244Q: 3 clusters Score -8827262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -8827269.000000 Penalty: 5334.810547
	Iteration 245Q: 3 clusters Score -8827269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8827266.000000 Penalty: 5334.810547
	Iteration 246Q: 3 clusters Score -8827266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8827261.000000 Penalty: 5334.810547
	Iteration 247Q: 3 clusters Score -8827261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8827257.000000 Penalty: 5334.810547
	Iteration 248Q: 3 clusters Score -8827257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8827250.000000 Penalty: 5334.810547
	Iteration 249Q: 3 clusters Score -8827250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -8827249.000000 Penalty: 5334.810547
	Iteration 250Q: 3 clusters Score -8827249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8827248.000000 Penalty: 5334.810547
	Iteration 251Q: 3 clusters Score -8827248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -8827251.000000 Penalty: 5334.810547
	Iteration 252Q: 3 clusters Score -8827251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -8827246.000000 Penalty: 5334.810547
	Iteration 253Q: 3 clusters Score -8827246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8827249.000000 Penalty: 5334.810547
	Iteration 254Q: 3 clusters Score -8827249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8827248.000000 Penalty: 5334.810547
	Iteration 255Q: 3 clusters Score -8827248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8827248.000000 Penalty: 5334.810547
	Iteration 256Q: 3 clusters Score -8827248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8827247.000000 Penalty: 5334.810547
	Iteration 257Q: 3 clusters Score -8827247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -8827246.000000 Penalty: 5334.810547
	Iteration 258Q: 3 clusters Score -8827246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -8827248.000000 Penalty: 5334.810547
	Iteration 259Q: 3 clusters Score -8827248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8827248.000000 Penalty: 5334.810547
	Iteration 260F: 3 clusters Score -8827248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8827247.000000 Penalty: 5334.810547
	Iteration 261Q: 3 clusters Score -8827247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -8827250.000000 Penalty: 5334.810547
	Iteration 262Q: 3 clusters Score -8827250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8827253.000000 Penalty: 5334.810547
	Iteration 263Q: 3 clusters Score -8827253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8827253.000000 Penalty: 5334.810547
	Iteration 264Q: 3 clusters Score -8827253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8827255.000000 Penalty: 5334.810547
	Iteration 265Q: 3 clusters Score -8827255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8827253.000000 Penalty: 5334.810547
	Iteration 266Q: 3 clusters Score -8827253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8827242.000000 Penalty: 5334.810547
	Iteration 267Q: 3 clusters Score -8827242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8827242.000000 Penalty: 5334.810547
	Iteration 268F: 3 clusters Score -8827242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -60142.007812 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -60142.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -58969.183594 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -58969.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -59073.882812 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -59073.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -59090.027344 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -59090.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -59140.953125 Penalty: 2793.081055
	Iteration 3F: 3 clusters Score -59140.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -59197.648438 Penalty: 2793.081055
	Iteration 4F: 3 clusters Score -59197.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -59235.347656 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -59235.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -59283.519531 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -59283.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -59289.968750 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -59289.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -59295.609375 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -59295.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -59318.027344 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -59318.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -59318.027344 Penalty: 2793.081055
	Iteration 10F: 3 clusters Score -59318.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 46351 members 
Mstep: Class 4 contains 32752 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48531 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44406 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 48970 members 
Mstep: Class 11 contains 46866 members 
Mstep: Class 12 contains 44365 members 
Mstep: Class 13 contains 49927 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44490 members 
Mstep: Class 16 contains 46664 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 25294 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 46895 members 
Mstep: Class 22 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697056.000000 Penalty: 75744.453125
Iteration 279Q: 24 clusters Score -1.066971e+08 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 46307 members 
Mstep: Class 4 contains 32763 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 48360 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44042 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 48920 members 
Mstep: Class 11 contains 46647 members 
Mstep: Class 12 contains 44372 members 
Mstep: Class 13 contains 50135 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44466 members 
Mstep: Class 16 contains 46551 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 27256 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 46389 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 27047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699232.000000 Penalty: 75744.453125
Iteration 280F: 24 clusters Score -1.066992e+08 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 45916 members 
Mstep: Class 4 contains 32732 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 48331 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 43154 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 48616 members 
Mstep: Class 11 contains 46146 members 
Mstep: Class 12 contains 44357 members 
Mstep: Class 13 contains 49730 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44238 members 
Mstep: Class 16 contains 46202 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 28619 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5294 members 
Mstep: Class 21 contains 46238 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 29050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106701512.000000 Penalty: 75744.453125
Iteration 281Q: 24 clusters Score -1.067015e+08 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 45607 members 
Mstep: Class 4 contains 32679 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 48314 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 42296 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 48325 members 
Mstep: Class 11 contains 45695 members 
Mstep: Class 12 contains 44347 members 
Mstep: Class 13 contains 49349 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44086 members 
Mstep: Class 16 contains 45842 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 29870 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5283 members 
Mstep: Class 21 contains 46312 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 30679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106703760.000000 Penalty: 75744.453125
Iteration 282Q: 24 clusters Score -1.067038e+08 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 45303 members 
Mstep: Class 4 contains 32617 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 48277 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 41382 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 48085 members 
Mstep: Class 11 contains 45260 members 
Mstep: Class 12 contains 44310 members 
Mstep: Class 13 contains 48954 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 44002 members 
Mstep: Class 16 contains 45499 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 31090 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5276 members 
Mstep: Class 21 contains 46549 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 32156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106705688.000000 Penalty: 75744.453125
Iteration 283Q: 24 clusters Score -1.067057e+08 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 45057 members 
Mstep: Class 4 contains 32553 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 48198 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 40458 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 47833 members 
Mstep: Class 11 contains 44950 members 
Mstep: Class 12 contains 44207 members 
Mstep: Class 13 contains 48610 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43926 members 
Mstep: Class 16 contains 45205 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 32291 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 46798 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 33469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106706528.000000 Penalty: 75744.453125
Iteration 284Q: 24 clusters Score -1.067065e+08 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 44886 members 
Mstep: Class 4 contains 32495 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 48086 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 39607 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 47602 members 
Mstep: Class 11 contains 44729 members 
Mstep: Class 12 contains 44012 members 
Mstep: Class 13 contains 48183 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43818 members 
Mstep: Class 16 contains 44947 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 33608 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5263 members 
Mstep: Class 21 contains 46975 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106708120.000000 Penalty: 75744.453125
Iteration 285Q: 24 clusters Score -1.067081e+08 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 44776 members 
Mstep: Class 4 contains 32451 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 47969 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 38761 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 47374 members 
Mstep: Class 11 contains 44547 members 
Mstep: Class 12 contains 43788 members 
Mstep: Class 13 contains 47671 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43701 members 
Mstep: Class 16 contains 44706 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 34949 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5241 members 
Mstep: Class 21 contains 47119 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106709080.000000 Penalty: 75744.453125
Iteration 286Q: 24 clusters Score -1.067091e+08 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 44673 members 
Mstep: Class 4 contains 32398 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 47846 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 37933 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 47161 members 
Mstep: Class 11 contains 44421 members 
Mstep: Class 12 contains 43501 members 
Mstep: Class 13 contains 47198 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43617 members 
Mstep: Class 16 contains 44491 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 36353 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5216 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 37045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710216.000000 Penalty: 75744.453125
Iteration 287Q: 24 clusters Score -1.067102e+08 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 44567 members 
Mstep: Class 4 contains 32332 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 47690 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 37139 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 46943 members 
Mstep: Class 11 contains 44287 members 
Mstep: Class 12 contains 43116 members 
Mstep: Class 13 contains 46815 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43523 members 
Mstep: Class 16 contains 44314 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 37873 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5199 members 
Mstep: Class 21 contains 47224 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 38092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711600.000000 Penalty: 75744.453125
Iteration 288Q: 24 clusters Score -1.067116e+08 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 44480 members 
Mstep: Class 4 contains 32258 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 47621 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 36386 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 46678 members 
Mstep: Class 11 contains 44110 members 
Mstep: Class 12 contains 42715 members 
Mstep: Class 13 contains 46485 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43444 members 
Mstep: Class 16 contains 44147 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 39363 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5196 members 
Mstep: Class 21 contains 47295 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 39020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106713096.000000 Penalty: 75744.453125
Iteration 289Q: 24 clusters Score -1.067131e+08 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 44416 members 
Mstep: Class 4 contains 32191 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 47580 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 35710 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 46463 members 
Mstep: Class 11 contains 43950 members 
Mstep: Class 12 contains 42287 members 
Mstep: Class 13 contains 46139 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43333 members 
Mstep: Class 16 contains 44004 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 40850 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5182 members 
Mstep: Class 21 contains 47391 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 39794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106713968.000000 Penalty: 75744.453125
Iteration 290Q: 24 clusters Score -1.06714e+08 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 44309 members 
Mstep: Class 4 contains 32146 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 47524 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 35102 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 46301 members 
Mstep: Class 11 contains 43865 members 
Mstep: Class 12 contains 41827 members 
Mstep: Class 13 contains 45726 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43230 members 
Mstep: Class 16 contains 43856 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 42465 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5175 members 
Mstep: Class 21 contains 47417 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 40442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106714488.000000 Penalty: 75744.453125
Iteration 291Q: 24 clusters Score -1.067145e+08 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 44273 members 
Mstep: Class 4 contains 32088 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 47475 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 34579 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 46120 members 
Mstep: Class 11 contains 43853 members 
Mstep: Class 12 contains 41360 members 
Mstep: Class 13 contains 45422 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43150 members 
Mstep: Class 16 contains 43780 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 43937 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 47503 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 40762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106715040.000000 Penalty: 75744.453125
Iteration 292Q: 24 clusters Score -1.06715e+08 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 44245 members 
Mstep: Class 4 contains 32038 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 47430 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 34131 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45990 members 
Mstep: Class 11 contains 43904 members 
Mstep: Class 12 contains 40842 members 
Mstep: Class 13 contains 45120 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43087 members 
Mstep: Class 16 contains 43721 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 45359 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5154 members 
Mstep: Class 21 contains 47703 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 40802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106715208.000000 Penalty: 75744.453125
Iteration 293Q: 24 clusters Score -1.067152e+08 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 44256 members 
Mstep: Class 4 contains 31989 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 47347 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 33836 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45879 members 
Mstep: Class 11 contains 43937 members 
Mstep: Class 12 contains 40368 members 
Mstep: Class 13 contains 44749 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43068 members 
Mstep: Class 16 contains 43682 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 46585 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5151 members 
Mstep: Class 21 contains 47661 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 41045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106714992.000000 Penalty: 75744.453125
Iteration 294Q: 24 clusters Score -1.06715e+08 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 44291 members 
Mstep: Class 4 contains 31937 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 47227 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 33591 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45743 members 
Mstep: Class 11 contains 43964 members 
Mstep: Class 12 contains 39934 members 
Mstep: Class 13 contains 44411 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43042 members 
Mstep: Class 16 contains 43678 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 47653 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5153 members 
Mstep: Class 21 contains 47404 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 41572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106714992.000000 Penalty: 75744.453125
Iteration 295Q: 24 clusters Score -1.06715e+08 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 44311 members 
Mstep: Class 4 contains 31894 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 47121 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 33380 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45638 members 
Mstep: Class 11 contains 44002 members 
Mstep: Class 12 contains 39610 members 
Mstep: Class 13 contains 43955 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43074 members 
Mstep: Class 16 contains 43677 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 48545 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5158 members 
Mstep: Class 21 contains 47221 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 42073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106715048.000000 Penalty: 75744.453125
Iteration 296Q: 24 clusters Score -1.06715e+08 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 44309 members 
Mstep: Class 4 contains 31855 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46982 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 33241 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45494 members 
Mstep: Class 11 contains 44049 members 
Mstep: Class 12 contains 39257 members 
Mstep: Class 13 contains 43520 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43084 members 
Mstep: Class 16 contains 43703 members 
Mstep: Class 17 contains 2590 members 
Mstep: Class 18 contains 49415 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5157 members 
Mstep: Class 21 contains 46919 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 42719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106714728.000000 Penalty: 75744.453125
Iteration 297Q: 24 clusters Score -1.067147e+08 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 44318 members 
Mstep: Class 4 contains 31832 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46805 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 33083 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45372 members 
Mstep: Class 11 contains 44057 members 
Mstep: Class 12 contains 38947 members 
Mstep: Class 13 contains 43074 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43050 members 
Mstep: Class 16 contains 43748 members 
Mstep: Class 17 contains 2590 members 
Mstep: Class 18 contains 50362 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5166 members 
Mstep: Class 21 contains 46387 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 43543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106714544.000000 Penalty: 75744.453125
Iteration 298Q: 24 clusters Score -1.067145e+08 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 44342 members 
Mstep: Class 4 contains 31814 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46558 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 32956 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45262 members 
Mstep: Class 11 contains 44032 members 
Mstep: Class 12 contains 38648 members 
Mstep: Class 13 contains 42693 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42973 members 
Mstep: Class 16 contains 43800 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 51392 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 45700 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 44409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106714184.000000 Penalty: 75744.453125
Iteration 299Q: 24 clusters Score -1.067142e+08 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 44387 members 
Mstep: Class 4 contains 31806 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46297 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 32841 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45152 members 
Mstep: Class 11 contains 43992 members 
Mstep: Class 12 contains 38365 members 
Mstep: Class 13 contains 42496 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42840 members 
Mstep: Class 16 contains 43852 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 52399 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 44919 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 45221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106713936.000000 Penalty: 75744.453125
Iteration 300F: 24 clusters Score -1.067139e+08 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 44399 members 
Mstep: Class 4 contains 31799 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46052 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 32714 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45052 members 
Mstep: Class 11 contains 43932 members 
Mstep: Class 12 contains 38103 members 
Mstep: Class 13 contains 41966 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42819 members 
Mstep: Class 16 contains 43923 members 
Mstep: Class 17 contains 2590 members 
Mstep: Class 18 contains 52936 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5183 members 
Mstep: Class 21 contains 44324 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 46524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106713672.000000 Penalty: 75744.453125
Iteration 301Q: 24 clusters Score -1.067137e+08 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 44419 members 
Mstep: Class 4 contains 31788 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45866 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 32584 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45003 members 
Mstep: Class 11 contains 43904 members 
Mstep: Class 12 contains 37869 members 
Mstep: Class 13 contains 41528 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42862 members 
Mstep: Class 16 contains 43997 members 
Mstep: Class 17 contains 2589 members 
Mstep: Class 18 contains 53272 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5196 members 
Mstep: Class 21 contains 43853 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 47590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106713336.000000 Penalty: 75744.453125
Iteration 302Q: 24 clusters Score -1.067133e+08 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 44424 members 
Mstep: Class 4 contains 31786 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45731 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 32424 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 44965 members 
Mstep: Class 11 contains 43866 members 
Mstep: Class 12 contains 37668 members 
Mstep: Class 13 contains 41043 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42958 members 
Mstep: Class 16 contains 44044 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 18 contains 53565 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 43598 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 48452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106712832.000000 Penalty: 75744.453125
Iteration 303Q: 24 clusters Score -1.067128e+08 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 44472 members 
Mstep: Class 4 contains 31778 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45620 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 32269 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 44992 members 
Mstep: Class 11 contains 43866 members 
Mstep: Class 12 contains 37453 members 
Mstep: Class 13 contains 40561 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43040 members 
Mstep: Class 16 contains 44125 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 53751 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5222 members 
Mstep: Class 21 contains 43415 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711984.000000 Penalty: 75744.453125
Iteration 304Q: 24 clusters Score -1.06712e+08 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 44521 members 
Mstep: Class 4 contains 31758 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45565 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 32126 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45016 members 
Mstep: Class 11 contains 43895 members 
Mstep: Class 12 contains 37300 members 
Mstep: Class 13 contains 40098 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43162 members 
Mstep: Class 16 contains 44213 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 53902 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5230 members 
Mstep: Class 21 contains 43263 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711480.000000 Penalty: 75744.453125
Iteration 305Q: 24 clusters Score -1.067115e+08 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44569 members 
Mstep: Class 4 contains 31751 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45575 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 32008 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45020 members 
Mstep: Class 11 contains 43911 members 
Mstep: Class 12 contains 37118 members 
Mstep: Class 13 contains 39752 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43269 members 
Mstep: Class 16 contains 44305 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 53844 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5246 members 
Mstep: Class 21 contains 43254 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711056.000000 Penalty: 75744.453125
Iteration 306Q: 24 clusters Score -1.067111e+08 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44595 members 
Mstep: Class 4 contains 31746 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45619 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31900 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45022 members 
Mstep: Class 11 contains 43930 members 
Mstep: Class 12 contains 36948 members 
Mstep: Class 13 contains 39576 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43369 members 
Mstep: Class 16 contains 44404 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 53666 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5242 members 
Mstep: Class 21 contains 43254 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710688.000000 Penalty: 75744.453125
Iteration 307Q: 24 clusters Score -1.067107e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44612 members 
Mstep: Class 4 contains 31745 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45712 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 31818 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45039 members 
Mstep: Class 11 contains 43940 members 
Mstep: Class 12 contains 36790 members 
Mstep: Class 13 contains 39504 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43440 members 
Mstep: Class 16 contains 44493 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 53393 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5241 members 
Mstep: Class 21 contains 43251 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710472.000000 Penalty: 75744.453125
Iteration 308Q: 24 clusters Score -1.067105e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44622 members 
Mstep: Class 4 contains 31731 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45775 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 31728 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45063 members 
Mstep: Class 11 contains 43965 members 
Mstep: Class 12 contains 36641 members 
Mstep: Class 13 contains 39546 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43507 members 
Mstep: Class 16 contains 44592 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 53049 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5245 members 
Mstep: Class 21 contains 43322 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710896.000000 Penalty: 75744.453125
Iteration 309Q: 24 clusters Score -1.067109e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44623 members 
Mstep: Class 4 contains 31726 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45830 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 31628 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45101 members 
Mstep: Class 11 contains 43981 members 
Mstep: Class 12 contains 36488 members 
Mstep: Class 13 contains 39625 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43555 members 
Mstep: Class 16 contains 44663 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 52733 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5248 members 
Mstep: Class 21 contains 43451 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710808.000000 Penalty: 75744.453125
Iteration 310Q: 24 clusters Score -1.067108e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 44634 members 
Mstep: Class 4 contains 31730 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45884 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31534 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45108 members 
Mstep: Class 11 contains 43988 members 
Mstep: Class 12 contains 36323 members 
Mstep: Class 13 contains 39735 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43587 members 
Mstep: Class 16 contains 44745 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 52496 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5250 members 
Mstep: Class 21 contains 43552 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710840.000000 Penalty: 75744.453125
Iteration 311Q: 24 clusters Score -1.067108e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 44645 members 
Mstep: Class 4 contains 31719 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45945 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31491 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45134 members 
Mstep: Class 11 contains 43970 members 
Mstep: Class 12 contains 36169 members 
Mstep: Class 13 contains 39833 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43613 members 
Mstep: Class 16 contains 44814 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 52309 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5238 members 
Mstep: Class 21 contains 43639 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710792.000000 Penalty: 75744.453125
Iteration 312Q: 24 clusters Score -1.067108e+08 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 44638 members 
Mstep: Class 4 contains 31716 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 45982 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31466 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45150 members 
Mstep: Class 11 contains 43974 members 
Mstep: Class 12 contains 36041 members 
Mstep: Class 13 contains 39934 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43615 members 
Mstep: Class 16 contains 44869 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 52128 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5238 members 
Mstep: Class 21 contains 43755 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711000.000000 Penalty: 75744.453125
Iteration 313Q: 24 clusters Score -1.06711e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44626 members 
Mstep: Class 4 contains 31728 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46012 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31430 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45146 members 
Mstep: Class 11 contains 43967 members 
Mstep: Class 12 contains 35901 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43638 members 
Mstep: Class 16 contains 44931 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 51944 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5228 members 
Mstep: Class 21 contains 43835 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711184.000000 Penalty: 75744.453125
Iteration 314Q: 24 clusters Score -1.067112e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44614 members 
Mstep: Class 4 contains 31721 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46027 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31411 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45153 members 
Mstep: Class 11 contains 43954 members 
Mstep: Class 12 contains 35772 members 
Mstep: Class 13 contains 40205 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43645 members 
Mstep: Class 16 contains 44982 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 51812 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 43895 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711184.000000 Penalty: 75744.453125
Iteration 315Q: 24 clusters Score -1.067112e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44614 members 
Mstep: Class 4 contains 31720 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46058 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31379 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45171 members 
Mstep: Class 11 contains 43957 members 
Mstep: Class 12 contains 35656 members 
Mstep: Class 13 contains 40367 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43627 members 
Mstep: Class 16 contains 45020 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 51648 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5210 members 
Mstep: Class 21 contains 43973 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711368.000000 Penalty: 75744.453125
Iteration 316Q: 24 clusters Score -1.067114e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44614 members 
Mstep: Class 4 contains 31729 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46111 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31367 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45183 members 
Mstep: Class 11 contains 43956 members 
Mstep: Class 12 contains 35552 members 
Mstep: Class 13 contains 40531 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43611 members 
Mstep: Class 16 contains 45040 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 51518 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5209 members 
Mstep: Class 21 contains 43954 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711352.000000 Penalty: 75744.453125
Iteration 317Q: 24 clusters Score -1.067114e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44619 members 
Mstep: Class 4 contains 31735 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46143 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31365 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45207 members 
Mstep: Class 11 contains 43948 members 
Mstep: Class 12 contains 35444 members 
Mstep: Class 13 contains 40713 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43586 members 
Mstep: Class 16 contains 45041 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 51394 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5216 members 
Mstep: Class 21 contains 43953 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711576.000000 Penalty: 75744.453125
Iteration 318Q: 24 clusters Score -1.067116e+08 nChanged 1249
Entering ConstructFrom: 
Score: -106711576.000000 Penalty: 75744.453125
Entering ConstructFrom: 
Trying to split cluster 1 (17316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Entering Unmasked Estep 
Score: -3207667.750000 Penalty: 2420.327637
	Iteration 0F: 2 clusters Score -3207668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3195393.750000 Penalty: 4840.655273
	Iteration 0F: 3 clusters Score -3195394 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3199384.000000 Penalty: 4840.655273
	Iteration 1F: 3 clusters Score -3199384 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3199774.250000 Penalty: 4840.655273
	Iteration 2F: 3 clusters Score -3199774 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3200170.000000 Penalty: 4840.655273
	Iteration 3Q: 3 clusters Score -3200170 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3200731.000000 Penalty: 4840.655273
	Iteration 4F: 3 clusters Score -3200731 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3201376.500000 Penalty: 4840.655273
	Iteration 5F: 3 clusters Score -3201376 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3202070.000000 Penalty: 4840.655273
	Iteration 6F: 3 clusters Score -3202070 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3202863.250000 Penalty: 4840.655273
	Iteration 7F: 3 clusters Score -3202863 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3203816.500000 Penalty: 4840.655273
	Iteration 8F: 3 clusters Score -3203816 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3204777.750000 Penalty: 4840.655273
	Iteration 9F: 3 clusters Score -3204778 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3205566.500000 Penalty: 4840.655273
	Iteration 10Q: 3 clusters Score -3205566 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3205952.250000 Penalty: 4840.655273
	Iteration 11Q: 3 clusters Score -3205952 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3206085.250000 Penalty: 4840.655273
	Iteration 12Q: 3 clusters Score -3206085 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3206143.000000 Penalty: 4840.655273
	Iteration 13Q: 3 clusters Score -3206143 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3206161.250000 Penalty: 4840.655273
	Iteration 14Q: 3 clusters Score -3206161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3206183.000000 Penalty: 4840.655273
	Iteration 15Q: 3 clusters Score -3206183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3206198.750000 Penalty: 4840.655273
	Iteration 16Q: 3 clusters Score -3206199 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3206205.000000 Penalty: 4840.655273
	Iteration 17Q: 3 clusters Score -3206205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3206218.500000 Penalty: 4840.655273
	Iteration 18Q: 3 clusters Score -3206218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3206219.250000 Penalty: 4840.655273
	Iteration 19Q: 3 clusters Score -3206219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3206222.500000 Penalty: 4840.655273
	Iteration 20F: 3 clusters Score -3206222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3206230.500000 Penalty: 4840.655273
	Iteration 21Q: 3 clusters Score -3206230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3206235.000000 Penalty: 4840.655273
	Iteration 22Q: 3 clusters Score -3206235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3206233.000000 Penalty: 4840.655273
	Iteration 23Q: 3 clusters Score -3206233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3206236.250000 Penalty: 4840.655273
	Iteration 24Q: 3 clusters Score -3206236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3206239.250000 Penalty: 4840.655273
	Iteration 25Q: 3 clusters Score -3206239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3206239.250000 Penalty: 4840.655273
	Iteration 26Q: 3 clusters Score -3206239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3206241.000000 Penalty: 4840.655273
	Iteration 27Q: 3 clusters Score -3206241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3206237.000000 Penalty: 4840.655273
	Iteration 28Q: 3 clusters Score -3206237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3206236.000000 Penalty: 4840.655273
	Iteration 29Q: 3 clusters Score -3206236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3206239.000000 Penalty: 4840.655273
	Iteration 30Q: 3 clusters Score -3206239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3206240.750000 Penalty: 4840.655273
	Iteration 31Q: 3 clusters Score -3206241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3206243.500000 Penalty: 4840.655273
	Iteration 32Q: 3 clusters Score -3206244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3206241.750000 Penalty: 4840.655273
	Iteration 33Q: 3 clusters Score -3206242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3206242.000000 Penalty: 4840.655273
	Iteration 34Q: 3 clusters Score -3206242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3206243.500000 Penalty: 4840.655273
	Iteration 35Q: 3 clusters Score -3206244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3206244.250000 Penalty: 4840.655273
	Iteration 36Q: 3 clusters Score -3206244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3206249.500000 Penalty: 4840.655273
	Iteration 37Q: 3 clusters Score -3206250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3206249.500000 Penalty: 4840.655273
	Iteration 38Q: 3 clusters Score -3206250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3206250.500000 Penalty: 4840.655273
	Iteration 39Q: 3 clusters Score -3206250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3206253.750000 Penalty: 4840.655273
	Iteration 40F: 3 clusters Score -3206254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3206253.000000 Penalty: 4840.655273
	Iteration 41Q: 3 clusters Score -3206253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3206253.250000 Penalty: 4840.655273
	Iteration 42Q: 3 clusters Score -3206253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3206249.250000 Penalty: 4840.655273
	Iteration 43Q: 3 clusters Score -3206249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3206247.000000 Penalty: 4840.655273
	Iteration 44Q: 3 clusters Score -3206247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3206248.000000 Penalty: 4840.655273
	Iteration 45Q: 3 clusters Score -3206248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3206249.750000 Penalty: 4840.655273
	Iteration 46Q: 3 clusters Score -3206250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3206249.250000 Penalty: 4840.655273
	Iteration 47Q: 3 clusters Score -3206249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3206252.000000 Penalty: 4840.655273
	Iteration 48Q: 3 clusters Score -3206252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3206254.000000 Penalty: 4840.655273
	Iteration 49Q: 3 clusters Score -3206254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3206253.250000 Penalty: 4840.655273
	Iteration 50Q: 3 clusters Score -3206253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3206256.500000 Penalty: 4840.655273
	Iteration 51Q: 3 clusters Score -3206256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3206254.500000 Penalty: 4840.655273
	Iteration 52Q: 3 clusters Score -3206254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3206257.250000 Penalty: 4840.655273
	Iteration 53Q: 3 clusters Score -3206257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3206259.000000 Penalty: 4840.655273
	Iteration 54Q: 3 clusters Score -3206259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3206259.500000 Penalty: 4840.655273
	Iteration 55Q: 3 clusters Score -3206260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3206260.750000 Penalty: 4840.655273
	Iteration 56Q: 3 clusters Score -3206261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3206263.500000 Penalty: 4840.655273
	Iteration 57Q: 3 clusters Score -3206264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3206261.250000 Penalty: 4840.655273
	Iteration 58Q: 3 clusters Score -3206261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3206266.750000 Penalty: 4840.655273
	Iteration 59Q: 3 clusters Score -3206267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3206267.250000 Penalty: 4840.655273
	Iteration 60F: 3 clusters Score -3206267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3206268.250000 Penalty: 4840.655273
	Iteration 61Q: 3 clusters Score -3206268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3206265.750000 Penalty: 4840.655273
	Iteration 62Q: 3 clusters Score -3206266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3206265.250000 Penalty: 4840.655273
	Iteration 63Q: 3 clusters Score -3206265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3206264.500000 Penalty: 4840.655273
	Iteration 64Q: 3 clusters Score -3206264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3206265.500000 Penalty: 4840.655273
	Iteration 65Q: 3 clusters Score -3206266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3206265.250000 Penalty: 4840.655273
	Iteration 66Q: 3 clusters Score -3206265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3206267.500000 Penalty: 4840.655273
	Iteration 67Q: 3 clusters Score -3206268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3206267.000000 Penalty: 4840.655273
	Iteration 68Q: 3 clusters Score -3206267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3206268.250000 Penalty: 4840.655273
	Iteration 69Q: 3 clusters Score -3206268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3206266.750000 Penalty: 4840.655273
	Iteration 70Q: 3 clusters Score -3206267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3206267.000000 Penalty: 4840.655273
	Iteration 71Q: 3 clusters Score -3206267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3206267.000000 Penalty: 4840.655273
	Iteration 72F: 3 clusters Score -3206267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -194880.218750 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -194880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -192867.781250 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -192867.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -193236.046875 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -193236 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -193333.640625 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -193333.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -193382.109375 Penalty: 3473.971191
	Iteration 3Q: 3 clusters Score -193382.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -193406.937500 Penalty: 3473.971191
	Iteration 4Q: 3 clusters Score -193406.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -193423.359375 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -193423.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -193437.531250 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -193437.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -193450.093750 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -193450.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -193470.375000 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -193470.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -193481.671875 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -193481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -193487.406250 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -193487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -193490.843750 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -193490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -193492.765625 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -193492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -193497.640625 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -193497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -193499.140625 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -193499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -193499.140625 Penalty: 3473.971191
	Iteration 15F: 3 clusters Score -193499.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Entering Unmasked Estep 
Score: -8280113.000000 Penalty: 2655.039062
	Iteration 0F: 2 clusters Score -8280113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8250689.500000 Penalty: 5310.078125
	Iteration 0F: 3 clusters Score -8250690 nChanged 20782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -8262283.000000 Penalty: 5310.078125
	Iteration 1F: 3 clusters Score -8262283 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -8263088.000000 Penalty: 5310.078125
	Iteration 2Q: 3 clusters Score -8263088 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -8264128.500000 Penalty: 5310.078125
	Iteration 3F: 3 clusters Score -8264128 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -8265525.000000 Penalty: 5310.078125
	Iteration 4F: 3 clusters Score -8265525 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -8267526.000000 Penalty: 5310.078125
	Iteration 5F: 3 clusters Score -8267526 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -8270007.500000 Penalty: 5310.078125
	Iteration 6F: 3 clusters Score -8270008 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -8272700.000000 Penalty: 5310.078125
	Iteration 7F: 3 clusters Score -8272700 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -8275016.000000 Penalty: 5310.078125
	Iteration 8F: 3 clusters Score -8275016 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -8276694.500000 Penalty: 5310.078125
	Iteration 9Q: 3 clusters Score -8276694 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -8277720.000000 Penalty: 5310.078125
	Iteration 10Q: 3 clusters Score -8277720 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -8278165.500000 Penalty: 5310.078125
	Iteration 11Q: 3 clusters Score -8278166 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -8278364.000000 Penalty: 5310.078125
	Iteration 12Q: 3 clusters Score -8278364 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -8278501.000000 Penalty: 5310.078125
	Iteration 13Q: 3 clusters Score -8278501 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -8278606.000000 Penalty: 5310.078125
	Iteration 14Q: 3 clusters Score -8278606 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -8278626.500000 Penalty: 5310.078125
	Iteration 15Q: 3 clusters Score -8278626 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -8278675.500000 Penalty: 5310.078125
	Iteration 16Q: 3 clusters Score -8278676 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -8278686.500000 Penalty: 5310.078125
	Iteration 17Q: 3 clusters Score -8278686 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -8278730.000000 Penalty: 5310.078125
	Iteration 18Q: 3 clusters Score -8278730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -8278762.500000 Penalty: 5310.078125
	Iteration 19Q: 3 clusters Score -8278762 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -8278786.500000 Penalty: 5310.078125
	Iteration 20F: 3 clusters Score -8278786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -8278813.000000 Penalty: 5310.078125
	Iteration 21Q: 3 clusters Score -8278813 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -8278828.000000 Penalty: 5310.078125
	Iteration 22Q: 3 clusters Score -8278828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -8278815.500000 Penalty: 5310.078125
	Iteration 23Q: 3 clusters Score -8278816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -8278846.000000 Penalty: 5310.078125
	Iteration 24Q: 3 clusters Score -8278846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -8278856.500000 Penalty: 5310.078125
	Iteration 25Q: 3 clusters Score -8278856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -8278877.500000 Penalty: 5310.078125
	Iteration 26Q: 3 clusters Score -8278878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -8278877.500000 Penalty: 5310.078125
	Iteration 27Q: 3 clusters Score -8278878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -8278890.500000 Penalty: 5310.078125
	Iteration 28Q: 3 clusters Score -8278890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -8278899.000000 Penalty: 5310.078125
	Iteration 29Q: 3 clusters Score -8278899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -8278915.500000 Penalty: 5310.078125
	Iteration 30Q: 3 clusters Score -8278916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -8278918.000000 Penalty: 5310.078125
	Iteration 31Q: 3 clusters Score -8278918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -8278906.000000 Penalty: 5310.078125
	Iteration 32Q: 3 clusters Score -8278906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -8278916.500000 Penalty: 5310.078125
	Iteration 33Q: 3 clusters Score -8278916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -8278919.000000 Penalty: 5310.078125
	Iteration 34Q: 3 clusters Score -8278919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -8278908.000000 Penalty: 5310.078125
	Iteration 35Q: 3 clusters Score -8278908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -8278901.500000 Penalty: 5310.078125
	Iteration 36Q: 3 clusters Score -8278902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -8278904.000000 Penalty: 5310.078125
	Iteration 37Q: 3 clusters Score -8278904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -8278909.500000 Penalty: 5310.078125
	Iteration 38Q: 3 clusters Score -8278910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -8278898.500000 Penalty: 5310.078125
	Iteration 39Q: 3 clusters Score -8278898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -8278923.500000 Penalty: 5310.078125
	Iteration 40F: 3 clusters Score -8278924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -8278913.500000 Penalty: 5310.078125
	Iteration 41Q: 3 clusters Score -8278914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -8278922.500000 Penalty: 5310.078125
	Iteration 42Q: 3 clusters Score -8278922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -8278939.500000 Penalty: 5310.078125
	Iteration 43Q: 3 clusters Score -8278940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -8278950.500000 Penalty: 5310.078125
	Iteration 44Q: 3 clusters Score -8278950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -8278950.000000 Penalty: 5310.078125
	Iteration 45Q: 3 clusters Score -8278950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -8278943.000000 Penalty: 5310.078125
	Iteration 46Q: 3 clusters Score -8278943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -8278951.000000 Penalty: 5310.078125
	Iteration 47Q: 3 clusters Score -8278951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -8278938.500000 Penalty: 5310.078125
	Iteration 48Q: 3 clusters Score -8278938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8278955.000000 Penalty: 5310.078125
	Iteration 49Q: 3 clusters Score -8278955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -8278952.500000 Penalty: 5310.078125
	Iteration 50Q: 3 clusters Score -8278952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -8278951.500000 Penalty: 5310.078125
	Iteration 51Q: 3 clusters Score -8278952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8278955.500000 Penalty: 5310.078125
	Iteration 52Q: 3 clusters Score -8278956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -8278957.000000 Penalty: 5310.078125
	Iteration 53Q: 3 clusters Score -8278957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -8278961.500000 Penalty: 5310.078125
	Iteration 54Q: 3 clusters Score -8278962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -8278956.000000 Penalty: 5310.078125
	Iteration 55Q: 3 clusters Score -8278956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -8278953.000000 Penalty: 5310.078125
	Iteration 56Q: 3 clusters Score -8278953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -8278950.500000 Penalty: 5310.078125
	Iteration 57Q: 3 clusters Score -8278950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -8278950.000000 Penalty: 5310.078125
	Iteration 58Q: 3 clusters Score -8278950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -8278951.000000 Penalty: 5310.078125
	Iteration 59Q: 3 clusters Score -8278951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -8278957.500000 Penalty: 5310.078125
	Iteration 60F: 3 clusters Score -8278958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -8278960.000000 Penalty: 5310.078125
	Iteration 61Q: 3 clusters Score -8278960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -8278959.000000 Penalty: 5310.078125
	Iteration 62Q: 3 clusters Score -8278959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -8278959.000000 Penalty: 5310.078125
	Iteration 63F: 3 clusters Score -8278959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Entering Unmasked Estep 
Score: -5723705.000000 Penalty: 2570.634033
	Iteration 0F: 2 clusters Score -5723705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -5701960.500000 Penalty: 5141.268066
	Iteration 0F: 3 clusters Score -5701960 nChanged 14328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -5709766.500000 Penalty: 5141.268066
	Iteration 1F: 3 clusters Score -5709766 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -5710144.500000 Penalty: 5141.268066
	Iteration 2Q: 3 clusters Score -5710144 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -5710510.000000 Penalty: 5141.268066
	Iteration 3Q: 3 clusters Score -5710510 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -5710826.500000 Penalty: 5141.268066
	Iteration 4Q: 3 clusters Score -5710826 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -5711187.500000 Penalty: 5141.268066
	Iteration 5Q: 3 clusters Score -5711188 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -5711552.000000 Penalty: 5141.268066
	Iteration 6Q: 3 clusters Score -5711552 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -5711993.500000 Penalty: 5141.268066
	Iteration 7Q: 3 clusters Score -5711994 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -5712471.500000 Penalty: 5141.268066
	Iteration 8Q: 3 clusters Score -5712472 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -5712950.500000 Penalty: 5141.268066
	Iteration 9Q: 3 clusters Score -5712950 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -5713409.000000 Penalty: 5141.268066
	Iteration 10Q: 3 clusters Score -5713409 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -5713884.500000 Penalty: 5141.268066
	Iteration 11Q: 3 clusters Score -5713884 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -5714304.000000 Penalty: 5141.268066
	Iteration 12Q: 3 clusters Score -5714304 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -5714776.500000 Penalty: 5141.268066
	Iteration 13Q: 3 clusters Score -5714776 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -5715278.000000 Penalty: 5141.268066
	Iteration 14Q: 3 clusters Score -5715278 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -5715797.500000 Penalty: 5141.268066
	Iteration 15Q: 3 clusters Score -5715798 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5716337.000000 Penalty: 5141.268066
	Iteration 16Q: 3 clusters Score -5716337 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -5716980.500000 Penalty: 5141.268066
	Iteration 17Q: 3 clusters Score -5716980 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -5717578.500000 Penalty: 5141.268066
	Iteration 18Q: 3 clusters Score -5717578 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -5718089.000000 Penalty: 5141.268066
	Iteration 19Q: 3 clusters Score -5718089 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -5718583.000000 Penalty: 5141.268066
	Iteration 20F: 3 clusters Score -5718583 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -5719053.500000 Penalty: 5141.268066
	Iteration 21Q: 3 clusters Score -5719054 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -5719526.500000 Penalty: 5141.268066
	Iteration 22Q: 3 clusters Score -5719526 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5719980.500000 Penalty: 5141.268066
	Iteration 23Q: 3 clusters Score -5719980 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5720338.500000 Penalty: 5141.268066
	Iteration 24Q: 3 clusters Score -5720338 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5720620.000000 Penalty: 5141.268066
	Iteration 25Q: 3 clusters Score -5720620 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5720857.500000 Penalty: 5141.268066
	Iteration 26Q: 3 clusters Score -5720858 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5721023.000000 Penalty: 5141.268066
	Iteration 27Q: 3 clusters Score -5721023 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5721121.000000 Penalty: 5141.268066
	Iteration 28Q: 3 clusters Score -5721121 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5721215.500000 Penalty: 5141.268066
	Iteration 29Q: 3 clusters Score -5721216 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5721301.000000 Penalty: 5141.268066
	Iteration 30Q: 3 clusters Score -5721301 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5721361.000000 Penalty: 5141.268066
	Iteration 31Q: 3 clusters Score -5721361 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5721420.500000 Penalty: 5141.268066
	Iteration 32Q: 3 clusters Score -5721420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5721465.000000 Penalty: 5141.268066
	Iteration 33Q: 3 clusters Score -5721465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5721501.500000 Penalty: 5141.268066
	Iteration 34Q: 3 clusters Score -5721502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5721509.000000 Penalty: 5141.268066
	Iteration 35Q: 3 clusters Score -5721509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5721513.500000 Penalty: 5141.268066
	Iteration 36Q: 3 clusters Score -5721514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5721524.500000 Penalty: 5141.268066
	Iteration 37Q: 3 clusters Score -5721524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5721523.500000 Penalty: 5141.268066
	Iteration 38Q: 3 clusters Score -5721524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5721534.000000 Penalty: 5141.268066
	Iteration 39Q: 3 clusters Score -5721534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5721532.500000 Penalty: 5141.268066
	Iteration 40F: 3 clusters Score -5721532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5721529.000000 Penalty: 5141.268066
	Iteration 41Q: 3 clusters Score -5721529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5721544.500000 Penalty: 5141.268066
	Iteration 42Q: 3 clusters Score -5721544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5721539.000000 Penalty: 5141.268066
	Iteration 43Q: 3 clusters Score -5721539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5721544.500000 Penalty: 5141.268066
	Iteration 44Q: 3 clusters Score -5721544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5721542.000000 Penalty: 5141.268066
	Iteration 45Q: 3 clusters Score -5721542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5721542.000000 Penalty: 5141.268066
	Iteration 46F: 3 clusters Score -5721542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -214204.203125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -214204.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -212079.906250 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -212079.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -212667.765625 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -212667.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -212970.281250 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -212970.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -213197.312500 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -213197.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -213337.984375 Penalty: 3572.150391
	Iteration 4Q: 3 clusters Score -213338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -213450.968750 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -213451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -213501.562500 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -213501.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -213566.687500 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -213566.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -213617.390625 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -213617.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -213653.015625 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -213653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -213686.343750 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -213686.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -213703.656250 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -213703.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -213714.140625 Penalty: 3572.150391
	Iteration 12Q: 3 clusters Score -213714.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -213721.718750 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -213721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -213728.984375 Penalty: 3572.150391
	Iteration 14Q: 3 clusters Score -213729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -213730.515625 Penalty: 3572.150391
	Iteration 15Q: 3 clusters Score -213730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -213731.000000 Penalty: 3572.150391
	Iteration 16Q: 3 clusters Score -213731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -213731.000000 Penalty: 3572.150391
	Iteration 17F: 3 clusters Score -213731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Entering Unmasked Estep 
Score: -8623257.000000 Penalty: 2663.589355
	Iteration 0F: 2 clusters Score -8623257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -8593798.000000 Penalty: 5327.178711
	Iteration 0F: 3 clusters Score -8593798 nChanged 21351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -8605590.000000 Penalty: 5327.178711
	Iteration 1F: 3 clusters Score -8605590 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -8606158.000000 Penalty: 5327.178711
	Iteration 2Q: 3 clusters Score -8606158 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -8606626.000000 Penalty: 5327.178711
	Iteration 3Q: 3 clusters Score -8606626 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -8607174.000000 Penalty: 5327.178711
	Iteration 4Q: 3 clusters Score -8607174 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -8607754.000000 Penalty: 5327.178711
	Iteration 5Q: 3 clusters Score -8607754 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -8608682.000000 Penalty: 5327.178711
	Iteration 6Q: 3 clusters Score -8608682 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -8609752.000000 Penalty: 5327.178711
	Iteration 7F: 3 clusters Score -8609752 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -8611330.000000 Penalty: 5327.178711
	Iteration 8F: 3 clusters Score -8611330 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -8613346.000000 Penalty: 5327.178711
	Iteration 9F: 3 clusters Score -8613346 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -8615538.000000 Penalty: 5327.178711
	Iteration 10F: 3 clusters Score -8615538 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -8617674.000000 Penalty: 5327.178711
	Iteration 11F: 3 clusters Score -8617674 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -8619144.000000 Penalty: 5327.178711
	Iteration 12Q: 3 clusters Score -8619144 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8619998.000000 Penalty: 5327.178711
	Iteration 13Q: 3 clusters Score -8619998 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -8620529.000000 Penalty: 5327.178711
	Iteration 14Q: 3 clusters Score -8620529 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8620850.000000 Penalty: 5327.178711
	Iteration 15Q: 3 clusters Score -8620850 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8621001.000000 Penalty: 5327.178711
	Iteration 16Q: 3 clusters Score -8621001 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8621067.000000 Penalty: 5327.178711
	Iteration 17Q: 3 clusters Score -8621067 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8621071.000000 Penalty: 5327.178711
	Iteration 18Q: 3 clusters Score -8621071 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8621078.000000 Penalty: 5327.178711
	Iteration 19Q: 3 clusters Score -8621078 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8621102.000000 Penalty: 5327.178711
	Iteration 20F: 3 clusters Score -8621102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8621107.000000 Penalty: 5327.178711
	Iteration 21Q: 3 clusters Score -8621107 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8621118.000000 Penalty: 5327.178711
	Iteration 22Q: 3 clusters Score -8621118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8621119.000000 Penalty: 5327.178711
	Iteration 23Q: 3 clusters Score -8621119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8621128.000000 Penalty: 5327.178711
	Iteration 24Q: 3 clusters Score -8621128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8621132.000000 Penalty: 5327.178711
	Iteration 25Q: 3 clusters Score -8621132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8621140.000000 Penalty: 5327.178711
	Iteration 26Q: 3 clusters Score -8621140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8621131.000000 Penalty: 5327.178711
	Iteration 27Q: 3 clusters Score -8621131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8621136.000000 Penalty: 5327.178711
	Iteration 28Q: 3 clusters Score -8621136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8621134.000000 Penalty: 5327.178711
	Iteration 29Q: 3 clusters Score -8621134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8621138.000000 Penalty: 5327.178711
	Iteration 30Q: 3 clusters Score -8621138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8621140.000000 Penalty: 5327.178711
	Iteration 31Q: 3 clusters Score -8621140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8621144.000000 Penalty: 5327.178711
	Iteration 32Q: 3 clusters Score -8621144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8621149.000000 Penalty: 5327.178711
	Iteration 33Q: 3 clusters Score -8621149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8621142.000000 Penalty: 5327.178711
	Iteration 34Q: 3 clusters Score -8621142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8621144.000000 Penalty: 5327.178711
	Iteration 35Q: 3 clusters Score -8621144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8621151.000000 Penalty: 5327.178711
	Iteration 36Q: 3 clusters Score -8621151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8621150.000000 Penalty: 5327.178711
	Iteration 37Q: 3 clusters Score -8621150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8621149.000000 Penalty: 5327.178711
	Iteration 38Q: 3 clusters Score -8621149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8621149.000000 Penalty: 5327.178711
	Iteration 39Q: 3 clusters Score -8621149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8621157.000000 Penalty: 5327.178711
	Iteration 40F: 3 clusters Score -8621157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8621160.000000 Penalty: 5327.178711
	Iteration 41Q: 3 clusters Score -8621160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8621160.000000 Penalty: 5327.178711
	Iteration 42F: 3 clusters Score -8621160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -53160.960938 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -53160.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51840.554688 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -51840.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51996.859375 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -51996.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52056.570312 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -52056.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -52070.929688 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -52070.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -52081.406250 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -52081.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -52081.406250 Penalty: 2850.116943
	Iteration 5F: 3 clusters Score -52081.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Entering Unmasked Estep 
Score: -5824366.500000 Penalty: 2567.592041
	Iteration 0F: 2 clusters Score -5824366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5802942.000000 Penalty: 5135.184082
	Iteration 0F: 3 clusters Score -5802942 nChanged 14144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -5810447.500000 Penalty: 5135.184082
	Iteration 1F: 3 clusters Score -5810448 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -5810862.000000 Penalty: 5135.184082
	Iteration 2Q: 3 clusters Score -5810862 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -5811215.000000 Penalty: 5135.184082
	Iteration 3Q: 3 clusters Score -5811215 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -5811531.000000 Penalty: 5135.184082
	Iteration 4Q: 3 clusters Score -5811531 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -5811771.500000 Penalty: 5135.184082
	Iteration 5Q: 3 clusters Score -5811772 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -5812022.500000 Penalty: 5135.184082
	Iteration 6Q: 3 clusters Score -5812022 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -5812306.500000 Penalty: 5135.184082
	Iteration 7Q: 3 clusters Score -5812306 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -5812677.500000 Penalty: 5135.184082
	Iteration 8Q: 3 clusters Score -5812678 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -5813122.500000 Penalty: 5135.184082
	Iteration 9Q: 3 clusters Score -5813122 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -5813746.500000 Penalty: 5135.184082
	Iteration 10Q: 3 clusters Score -5813746 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -5814596.500000 Penalty: 5135.184082
	Iteration 11Q: 3 clusters Score -5814596 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -5815662.000000 Penalty: 5135.184082
	Iteration 12Q: 3 clusters Score -5815662 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -5816775.000000 Penalty: 5135.184082
	Iteration 13F: 3 clusters Score -5816775 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -5817946.500000 Penalty: 5135.184082
	Iteration 14Q: 3 clusters Score -5817946 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5819030.000000 Penalty: 5135.184082
	Iteration 15Q: 3 clusters Score -5819030 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5819892.000000 Penalty: 5135.184082
	Iteration 16Q: 3 clusters Score -5819892 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -5820518.000000 Penalty: 5135.184082
	Iteration 17Q: 3 clusters Score -5820518 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5820920.000000 Penalty: 5135.184082
	Iteration 18Q: 3 clusters Score -5820920 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5821268.000000 Penalty: 5135.184082
	Iteration 19Q: 3 clusters Score -5821268 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5821528.500000 Penalty: 5135.184082
	Iteration 20F: 3 clusters Score -5821528 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5821694.000000 Penalty: 5135.184082
	Iteration 21Q: 3 clusters Score -5821694 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5821822.000000 Penalty: 5135.184082
	Iteration 22Q: 3 clusters Score -5821822 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5821921.500000 Penalty: 5135.184082
	Iteration 23Q: 3 clusters Score -5821922 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5821985.000000 Penalty: 5135.184082
	Iteration 24Q: 3 clusters Score -5821985 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5822044.500000 Penalty: 5135.184082
	Iteration 25Q: 3 clusters Score -5822044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5822082.500000 Penalty: 5135.184082
	Iteration 26Q: 3 clusters Score -5822082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5822102.500000 Penalty: 5135.184082
	Iteration 27Q: 3 clusters Score -5822102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5822122.000000 Penalty: 5135.184082
	Iteration 28Q: 3 clusters Score -5822122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5822134.500000 Penalty: 5135.184082
	Iteration 29Q: 3 clusters Score -5822134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5822137.500000 Penalty: 5135.184082
	Iteration 30Q: 3 clusters Score -5822138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5822150.000000 Penalty: 5135.184082
	Iteration 31Q: 3 clusters Score -5822150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5822153.500000 Penalty: 5135.184082
	Iteration 32Q: 3 clusters Score -5822154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5822162.000000 Penalty: 5135.184082
	Iteration 33Q: 3 clusters Score -5822162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5822161.000000 Penalty: 5135.184082
	Iteration 34Q: 3 clusters Score -5822161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5822162.000000 Penalty: 5135.184082
	Iteration 35Q: 3 clusters Score -5822162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5822164.000000 Penalty: 5135.184082
	Iteration 36Q: 3 clusters Score -5822164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5822171.500000 Penalty: 5135.184082
	Iteration 37Q: 3 clusters Score -5822172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5822172.500000 Penalty: 5135.184082
	Iteration 38Q: 3 clusters Score -5822172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5822178.500000 Penalty: 5135.184082
	Iteration 39Q: 3 clusters Score -5822178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5822184.000000 Penalty: 5135.184082
	Iteration 40F: 3 clusters Score -5822184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5822184.500000 Penalty: 5135.184082
	Iteration 41Q: 3 clusters Score -5822184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5822185.500000 Penalty: 5135.184082
	Iteration 42Q: 3 clusters Score -5822186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5822188.500000 Penalty: 5135.184082
	Iteration 43Q: 3 clusters Score -5822188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5822188.500000 Penalty: 5135.184082
	Iteration 44F: 3 clusters Score -5822188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -97278.093750 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -97278.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95675.757812 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -95675.76 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96021.656250 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -96021.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96274.445312 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -96274.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96425.992188 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -96425.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -96509.187500 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -96509.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96572.257812 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -96572.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96662.367188 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -96662.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -96712.203125 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -96712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96744.250000 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -96744.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -96770.632812 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -96770.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96796.796875 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -96796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96813.242188 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -96813.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96841.562500 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -96841.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96861.343750 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -96861.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96867.398438 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -96867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96876.890625 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -96876.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96897.195312 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -96897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96915.703125 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -96915.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96927.187500 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -96927.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96960.750000 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -96960.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97021.117188 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -97021.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97095.523438 Penalty: 3215.621338
	Iteration 21Q: 3 clusters Score -97095.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97208.789062 Penalty: 3215.621338
	Iteration 22Q: 3 clusters Score -97208.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97311.375000 Penalty: 3215.621338
	Iteration 23Q: 3 clusters Score -97311.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97361.992188 Penalty: 3215.621338
	Iteration 24Q: 3 clusters Score -97361.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97375.601562 Penalty: 3215.621338
	Iteration 25Q: 3 clusters Score -97375.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97385.117188 Penalty: 3215.621338
	Iteration 26Q: 3 clusters Score -97385.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97387.906250 Penalty: 3215.621338
	Iteration 27Q: 3 clusters Score -97387.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97387.906250 Penalty: 3215.621338
	Iteration 28F: 3 clusters Score -97387.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44614 members 
Mstep: Class 4 contains 31744 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46179 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31357 members 
Mstep: Class 9 contains 313 members 
Mstep: Class 10 contains 45234 members 
Mstep: Class 11 contains 43939 members 
Mstep: Class 12 contains 35361 members 
Mstep: Class 13 contains 40886 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43589 members 
Mstep: Class 16 contains 45058 members 
Mstep: Class 17 contains 2584 members 
Mstep: Class 18 contains 51268 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 43931 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51382 members 
Mstep: Class 24 contains 341 members 
Entering Unmasked Estep 
Score: -106709992.000000 Penalty: 79037.695312
Splitting cluster 9 changes total score from -106711576.000000 to -106709992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (45234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Entering Unmasked Estep 
Score: -8312080.000000 Penalty: 2658.461914
	Iteration 0F: 2 clusters Score -8312080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -8281875.000000 Penalty: 5316.923828
	Iteration 0F: 3 clusters Score -8281875 nChanged 20787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -8293314.500000 Penalty: 5316.923828
	Iteration 1F: 3 clusters Score -8293314 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -8293901.500000 Penalty: 5316.923828
	Iteration 2Q: 3 clusters Score -8293902 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -8294353.500000 Penalty: 5316.923828
	Iteration 3Q: 3 clusters Score -8294354 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -8294928.500000 Penalty: 5316.923828
	Iteration 4Q: 3 clusters Score -8294928 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -8295708.500000 Penalty: 5316.923828
	Iteration 5Q: 3 clusters Score -8295708 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -8296800.500000 Penalty: 5316.923828
	Iteration 6Q: 3 clusters Score -8296800 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -8298451.000000 Penalty: 5316.923828
	Iteration 7F: 3 clusters Score -8298451 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -8300721.500000 Penalty: 5316.923828
	Iteration 8F: 3 clusters Score -8300722 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -8303327.000000 Penalty: 5316.923828
	Iteration 9F: 3 clusters Score -8303327 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -8305796.500000 Penalty: 5316.923828
	Iteration 10F: 3 clusters Score -8305796 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8307545.500000 Penalty: 5316.923828
	Iteration 11Q: 3 clusters Score -8307546 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8308570.500000 Penalty: 5316.923828
	Iteration 12Q: 3 clusters Score -8308570 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8309111.500000 Penalty: 5316.923828
	Iteration 13Q: 3 clusters Score -8309112 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8309386.000000 Penalty: 5316.923828
	Iteration 14Q: 3 clusters Score -8309386 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8309531.000000 Penalty: 5316.923828
	Iteration 15Q: 3 clusters Score -8309531 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8309640.500000 Penalty: 5316.923828
	Iteration 16Q: 3 clusters Score -8309640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8309686.500000 Penalty: 5316.923828
	Iteration 17Q: 3 clusters Score -8309686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8309702.500000 Penalty: 5316.923828
	Iteration 18Q: 3 clusters Score -8309702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8309712.000000 Penalty: 5316.923828
	Iteration 19Q: 3 clusters Score -8309712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8309721.500000 Penalty: 5316.923828
	Iteration 20F: 3 clusters Score -8309722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8309728.000000 Penalty: 5316.923828
	Iteration 21Q: 3 clusters Score -8309728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8309741.000000 Penalty: 5316.923828
	Iteration 22Q: 3 clusters Score -8309741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8309752.000000 Penalty: 5316.923828
	Iteration 23Q: 3 clusters Score -8309752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8309761.000000 Penalty: 5316.923828
	Iteration 24Q: 3 clusters Score -8309761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8309770.500000 Penalty: 5316.923828
	Iteration 25Q: 3 clusters Score -8309770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8309769.000000 Penalty: 5316.923828
	Iteration 26Q: 3 clusters Score -8309769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8309770.500000 Penalty: 5316.923828
	Iteration 27Q: 3 clusters Score -8309770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8309770.500000 Penalty: 5316.923828
	Iteration 28F: 3 clusters Score -8309770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Entering Unmasked Estep 
Score: -8123081.500000 Penalty: 2651.258301
	Iteration 0F: 2 clusters Score -8123082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -8093829.500000 Penalty: 5302.516602
	Iteration 0F: 3 clusters Score -8093830 nChanged 20290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -8105267.000000 Penalty: 5302.516602
	Iteration 1F: 3 clusters Score -8105267 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -8105951.000000 Penalty: 5302.516602
	Iteration 2Q: 3 clusters Score -8105951 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -8106894.000000 Penalty: 5302.516602
	Iteration 3Q: 3 clusters Score -8106894 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -8108232.000000 Penalty: 5302.516602
	Iteration 4F: 3 clusters Score -8108232 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -8110272.000000 Penalty: 5302.516602
	Iteration 5F: 3 clusters Score -8110272 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -8113194.500000 Penalty: 5302.516602
	Iteration 6F: 3 clusters Score -8113194 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -8116431.500000 Penalty: 5302.516602
	Iteration 7F: 3 clusters Score -8116432 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -8118772.500000 Penalty: 5302.516602
	Iteration 8F: 3 clusters Score -8118772 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8120042.000000 Penalty: 5302.516602
	Iteration 9Q: 3 clusters Score -8120042 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8120443.000000 Penalty: 5302.516602
	Iteration 10Q: 3 clusters Score -8120443 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8120608.000000 Penalty: 5302.516602
	Iteration 11Q: 3 clusters Score -8120608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8120698.500000 Penalty: 5302.516602
	Iteration 12Q: 3 clusters Score -8120698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8120733.000000 Penalty: 5302.516602
	Iteration 13Q: 3 clusters Score -8120733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8120773.000000 Penalty: 5302.516602
	Iteration 14Q: 3 clusters Score -8120773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8120790.000000 Penalty: 5302.516602
	Iteration 15Q: 3 clusters Score -8120790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8120796.500000 Penalty: 5302.516602
	Iteration 16Q: 3 clusters Score -8120796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8120805.000000 Penalty: 5302.516602
	Iteration 17Q: 3 clusters Score -8120805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8120812.500000 Penalty: 5302.516602
	Iteration 18Q: 3 clusters Score -8120812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8120815.000000 Penalty: 5302.516602
	Iteration 19Q: 3 clusters Score -8120815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8120815.000000 Penalty: 5302.516602
	Iteration 20F: 3 clusters Score -8120815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Entering Unmasked Estep 
Score: -6568293.000000 Penalty: 2597.394531
	Iteration 0F: 2 clusters Score -6568293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -6544363.000000 Penalty: 5194.789062
	Iteration 0F: 3 clusters Score -6544363 nChanged 16103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -6553108.000000 Penalty: 5194.789062
	Iteration 1F: 3 clusters Score -6553108 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -6553934.000000 Penalty: 5194.789062
	Iteration 2F: 3 clusters Score -6553934 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -6555297.000000 Penalty: 5194.789062
	Iteration 3F: 3 clusters Score -6555297 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -6557599.000000 Penalty: 5194.789062
	Iteration 4F: 3 clusters Score -6557599 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -6560810.500000 Penalty: 5194.789062
	Iteration 5F: 3 clusters Score -6560810 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -6563837.000000 Penalty: 5194.789062
	Iteration 6F: 3 clusters Score -6563837 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -6565914.000000 Penalty: 5194.789062
	Iteration 7F: 3 clusters Score -6565914 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -6566907.500000 Penalty: 5194.789062
	Iteration 8Q: 3 clusters Score -6566908 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -6567177.000000 Penalty: 5194.789062
	Iteration 9Q: 3 clusters Score -6567177 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -6567261.500000 Penalty: 5194.789062
	Iteration 10Q: 3 clusters Score -6567262 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -6567312.500000 Penalty: 5194.789062
	Iteration 11Q: 3 clusters Score -6567312 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -6567325.000000 Penalty: 5194.789062
	Iteration 12Q: 3 clusters Score -6567325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -6567347.000000 Penalty: 5194.789062
	Iteration 13Q: 3 clusters Score -6567347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -6567341.000000 Penalty: 5194.789062
	Iteration 14Q: 3 clusters Score -6567341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -6567347.000000 Penalty: 5194.789062
	Iteration 15Q: 3 clusters Score -6567347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -6567340.500000 Penalty: 5194.789062
	Iteration 16Q: 3 clusters Score -6567340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -6567344.500000 Penalty: 5194.789062
	Iteration 17Q: 3 clusters Score -6567344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -6567345.500000 Penalty: 5194.789062
	Iteration 18Q: 3 clusters Score -6567346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -6567340.500000 Penalty: 5194.789062
	Iteration 19Q: 3 clusters Score -6567340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -6567346.500000 Penalty: 5194.789062
	Iteration 20F: 3 clusters Score -6567346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -6567346.500000 Penalty: 5194.789062
	Iteration 21Q: 3 clusters Score -6567346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -6567348.500000 Penalty: 5194.789062
	Iteration 22Q: 3 clusters Score -6567348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -6567356.500000 Penalty: 5194.789062
	Iteration 23Q: 3 clusters Score -6567356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -6567351.000000 Penalty: 5194.789062
	Iteration 24Q: 3 clusters Score -6567351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -6567351.500000 Penalty: 5194.789062
	Iteration 25Q: 3 clusters Score -6567352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -6567351.000000 Penalty: 5194.789062
	Iteration 26Q: 3 clusters Score -6567351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -6567352.000000 Penalty: 5194.789062
	Iteration 27Q: 3 clusters Score -6567352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -6567350.500000 Penalty: 5194.789062
	Iteration 28Q: 3 clusters Score -6567350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -6567355.000000 Penalty: 5194.789062
	Iteration 29Q: 3 clusters Score -6567355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -6567352.000000 Penalty: 5194.789062
	Iteration 30Q: 3 clusters Score -6567352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -6567348.500000 Penalty: 5194.789062
	Iteration 31Q: 3 clusters Score -6567348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -6567353.000000 Penalty: 5194.789062
	Iteration 32Q: 3 clusters Score -6567353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -6567353.000000 Penalty: 5194.789062
	Iteration 33Q: 3 clusters Score -6567353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -6567350.500000 Penalty: 5194.789062
	Iteration 34Q: 3 clusters Score -6567350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -6567355.500000 Penalty: 5194.789062
	Iteration 35Q: 3 clusters Score -6567356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -6567355.500000 Penalty: 5194.789062
	Iteration 36F: 3 clusters Score -6567356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Entering Unmasked Estep 
Score: -7619323.500000 Penalty: 2633.398682
	Iteration 0F: 2 clusters Score -7619324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -7591783.000000 Penalty: 5266.797363
	Iteration 0F: 3 clusters Score -7591783 nChanged 18668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -7601857.000000 Penalty: 5266.797363
	Iteration 1F: 3 clusters Score -7601857 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -7602231.000000 Penalty: 5266.797363
	Iteration 2Q: 3 clusters Score -7602231 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -7602614.500000 Penalty: 5266.797363
	Iteration 3Q: 3 clusters Score -7602614 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -7602935.500000 Penalty: 5266.797363
	Iteration 4Q: 3 clusters Score -7602936 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -7603161.500000 Penalty: 5266.797363
	Iteration 5Q: 3 clusters Score -7603162 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -7603435.000000 Penalty: 5266.797363
	Iteration 6Q: 3 clusters Score -7603435 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -7603728.000000 Penalty: 5266.797363
	Iteration 7Q: 3 clusters Score -7603728 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -7604228.500000 Penalty: 5266.797363
	Iteration 8Q: 3 clusters Score -7604228 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -7605031.500000 Penalty: 5266.797363
	Iteration 9Q: 3 clusters Score -7605032 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -7606197.500000 Penalty: 5266.797363
	Iteration 10F: 3 clusters Score -7606198 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -7607975.000000 Penalty: 5266.797363
	Iteration 11F: 3 clusters Score -7607975 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -7610491.000000 Penalty: 5266.797363
	Iteration 12F: 3 clusters Score -7610491 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7613032.000000 Penalty: 5266.797363
	Iteration 13F: 3 clusters Score -7613032 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7614961.000000 Penalty: 5266.797363
	Iteration 14Q: 3 clusters Score -7614961 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7616066.000000 Penalty: 5266.797363
	Iteration 15Q: 3 clusters Score -7616066 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7616584.000000 Penalty: 5266.797363
	Iteration 16Q: 3 clusters Score -7616584 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7616782.000000 Penalty: 5266.797363
	Iteration 17Q: 3 clusters Score -7616782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7616866.500000 Penalty: 5266.797363
	Iteration 18Q: 3 clusters Score -7616866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7616930.000000 Penalty: 5266.797363
	Iteration 19Q: 3 clusters Score -7616930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7616961.500000 Penalty: 5266.797363
	Iteration 20F: 3 clusters Score -7616962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7616976.000000 Penalty: 5266.797363
	Iteration 21Q: 3 clusters Score -7616976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7616982.000000 Penalty: 5266.797363
	Iteration 22Q: 3 clusters Score -7616982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7616985.500000 Penalty: 5266.797363
	Iteration 23Q: 3 clusters Score -7616986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7616995.000000 Penalty: 5266.797363
	Iteration 24Q: 3 clusters Score -7616995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7616996.000000 Penalty: 5266.797363
	Iteration 25Q: 3 clusters Score -7616996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7616996.000000 Penalty: 5266.797363
	Iteration 26F: 3 clusters Score -7616996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -128836.875000 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -128836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127089.171875 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -127089.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127827.406250 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -127827.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -128171.632812 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -128171.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128390.453125 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -128390.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128583.265625 Penalty: 3440.426025
	Iteration 4Q: 3 clusters Score -128583.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128810.125000 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -128810.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128916.375000 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -128916.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128984.492188 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -128984.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129029.804688 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -129029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -129056.281250 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -129056.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129118.507812 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -129118.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -129184.945312 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -129184.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -129200.382812 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -129200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -129207.109375 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -129207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129208.007812 Penalty: 3440.426025
	Iteration 14Q: 3 clusters Score -129208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129211.453125 Penalty: 3440.426025
	Iteration 15F: 3 clusters Score -129211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -129229.750000 Penalty: 3440.426025
	Iteration 16Q: 3 clusters Score -129229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129237.828125 Penalty: 3440.426025
	Iteration 17Q: 3 clusters Score -129237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129246.570312 Penalty: 3440.426025
	Iteration 18Q: 3 clusters Score -129246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -129250.617188 Penalty: 3440.426025
	Iteration 19Q: 3 clusters Score -129250.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -129250.617188 Penalty: 3440.426025
	Iteration 20F: 3 clusters Score -129250.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44614 members 
Mstep: Class 4 contains 31744 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46179 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31357 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45234 members 
Mstep: Class 11 contains 43939 members 
Mstep: Class 12 contains 35361 members 
Mstep: Class 13 contains 40886 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 43589 members 
Mstep: Class 16 contains 45058 members 
Mstep: Class 17 contains 2584 members 
Mstep: Class 18 contains 51268 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 43931 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51382 members 
Mstep: Class 24 contains 587 members 
Entering Unmasked Estep 
Score: -106710296.000000 Penalty: 79037.695312
Splitting cluster 14 changes total score from -106711576.000000 to -106710296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (43589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Entering Unmasked Estep 
Score: -8133758.000000 Penalty: 2649.274902
	Iteration 0F: 2 clusters Score -8133758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -8105105.500000 Penalty: 5298.549805
	Iteration 0F: 3 clusters Score -8105106 nChanged 20008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -8116064.000000 Penalty: 5298.549805
	Iteration 1F: 3 clusters Score -8116064 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -8116740.500000 Penalty: 5298.549805
	Iteration 2Q: 3 clusters Score -8116740 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -8117537.500000 Penalty: 5298.549805
	Iteration 3Q: 3 clusters Score -8117538 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -8118903.500000 Penalty: 5298.549805
	Iteration 4F: 3 clusters Score -8118904 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -8120743.000000 Penalty: 5298.549805
	Iteration 5F: 3 clusters Score -8120743 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -8123478.500000 Penalty: 5298.549805
	Iteration 6F: 3 clusters Score -8123478 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -8126605.000000 Penalty: 5298.549805
	Iteration 7F: 3 clusters Score -8126605 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -8129227.000000 Penalty: 5298.549805
	Iteration 8F: 3 clusters Score -8129227 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -8130610.500000 Penalty: 5298.549805
	Iteration 9Q: 3 clusters Score -8130610 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -8131131.000000 Penalty: 5298.549805
	Iteration 10Q: 3 clusters Score -8131131 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8131320.000000 Penalty: 5298.549805
	Iteration 11Q: 3 clusters Score -8131320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8131402.000000 Penalty: 5298.549805
	Iteration 12Q: 3 clusters Score -8131402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -8131451.000000 Penalty: 5298.549805
	Iteration 13Q: 3 clusters Score -8131451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -8131458.000000 Penalty: 5298.549805
	Iteration 14Q: 3 clusters Score -8131458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -8131478.500000 Penalty: 5298.549805
	Iteration 15Q: 3 clusters Score -8131478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -8131484.500000 Penalty: 5298.549805
	Iteration 16Q: 3 clusters Score -8131484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8131496.500000 Penalty: 5298.549805
	Iteration 17Q: 3 clusters Score -8131496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -8131496.000000 Penalty: 5298.549805
	Iteration 18Q: 3 clusters Score -8131496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -8131496.000000 Penalty: 5298.549805
	Iteration 19F: 3 clusters Score -8131496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Entering Unmasked Estep 
Score: -8276344.000000 Penalty: 2657.495117
	Iteration 0F: 2 clusters Score -8276344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -8246177.500000 Penalty: 5314.990234
	Iteration 0F: 3 clusters Score -8246178 nChanged 20889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -8257673.500000 Penalty: 5314.990234
	Iteration 1F: 3 clusters Score -8257674 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -8258115.500000 Penalty: 5314.990234
	Iteration 2Q: 3 clusters Score -8258116 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -8258465.000000 Penalty: 5314.990234
	Iteration 3Q: 3 clusters Score -8258465 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -8258707.000000 Penalty: 5314.990234
	Iteration 4Q: 3 clusters Score -8258707 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -8258975.500000 Penalty: 5314.990234
	Iteration 5Q: 3 clusters Score -8258976 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -8259235.500000 Penalty: 5314.990234
	Iteration 6Q: 3 clusters Score -8259236 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -8259521.500000 Penalty: 5314.990234
	Iteration 7Q: 3 clusters Score -8259522 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -8259960.000000 Penalty: 5314.990234
	Iteration 8Q: 3 clusters Score -8259960 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -8260651.000000 Penalty: 5314.990234
	Iteration 9Q: 3 clusters Score -8260651 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -8261715.000000 Penalty: 5314.990234
	Iteration 10Q: 3 clusters Score -8261715 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -8263492.000000 Penalty: 5314.990234
	Iteration 11F: 3 clusters Score -8263492 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -8265566.500000 Penalty: 5314.990234
	Iteration 12F: 3 clusters Score -8265566 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -8267602.500000 Penalty: 5314.990234
	Iteration 13F: 3 clusters Score -8267602 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -8269263.500000 Penalty: 5314.990234
	Iteration 14Q: 3 clusters Score -8269264 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -8270502.000000 Penalty: 5314.990234
	Iteration 15Q: 3 clusters Score -8270502 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -8271456.000000 Penalty: 5314.990234
	Iteration 16Q: 3 clusters Score -8271456 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -8272307.000000 Penalty: 5314.990234
	Iteration 17Q: 3 clusters Score -8272307 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -8272902.000000 Penalty: 5314.990234
	Iteration 18Q: 3 clusters Score -8272902 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -8273287.000000 Penalty: 5314.990234
	Iteration 19Q: 3 clusters Score -8273287 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -8273578.500000 Penalty: 5314.990234
	Iteration 20F: 3 clusters Score -8273578 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8273736.500000 Penalty: 5314.990234
	Iteration 21Q: 3 clusters Score -8273736 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -8273832.000000 Penalty: 5314.990234
	Iteration 22Q: 3 clusters Score -8273832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -8273915.500000 Penalty: 5314.990234
	Iteration 23Q: 3 clusters Score -8273916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8273982.000000 Penalty: 5314.990234
	Iteration 24Q: 3 clusters Score -8273982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -8274018.500000 Penalty: 5314.990234
	Iteration 25Q: 3 clusters Score -8274018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -8274051.000000 Penalty: 5314.990234
	Iteration 26Q: 3 clusters Score -8274051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -8274071.500000 Penalty: 5314.990234
	Iteration 27Q: 3 clusters Score -8274072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -8274082.500000 Penalty: 5314.990234
	Iteration 28Q: 3 clusters Score -8274082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8274086.000000 Penalty: 5314.990234
	Iteration 29Q: 3 clusters Score -8274086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -8274099.000000 Penalty: 5314.990234
	Iteration 30Q: 3 clusters Score -8274099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -8274094.500000 Penalty: 5314.990234
	Iteration 31Q: 3 clusters Score -8274094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -8274096.500000 Penalty: 5314.990234
	Iteration 32Q: 3 clusters Score -8274096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8274094.000000 Penalty: 5314.990234
	Iteration 33Q: 3 clusters Score -8274094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -8274100.500000 Penalty: 5314.990234
	Iteration 34Q: 3 clusters Score -8274100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -8274098.500000 Penalty: 5314.990234
	Iteration 35Q: 3 clusters Score -8274098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -8274108.000000 Penalty: 5314.990234
	Iteration 36Q: 3 clusters Score -8274108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -8274109.000000 Penalty: 5314.990234
	Iteration 37Q: 3 clusters Score -8274109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -8274100.500000 Penalty: 5314.990234
	Iteration 38Q: 3 clusters Score -8274100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -8274113.000000 Penalty: 5314.990234
	Iteration 39Q: 3 clusters Score -8274113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8274109.000000 Penalty: 5314.990234
	Iteration 40F: 3 clusters Score -8274109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8274106.000000 Penalty: 5314.990234
	Iteration 41Q: 3 clusters Score -8274106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -8274105.000000 Penalty: 5314.990234
	Iteration 42Q: 3 clusters Score -8274105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -8274101.500000 Penalty: 5314.990234
	Iteration 43Q: 3 clusters Score -8274102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8274115.500000 Penalty: 5314.990234
	Iteration 44Q: 3 clusters Score -8274116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8274115.500000 Penalty: 5314.990234
	Iteration 45F: 3 clusters Score -8274116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -446326.093750 Penalty: 1948.559326
	Iteration 0F: 2 clusters Score -446326.1 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: -443332.062500 Penalty: 3897.118652
	Iteration 0F: 3 clusters Score -443332.1 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -444017.593750 Penalty: 3897.118652
	Iteration 1F: 3 clusters Score -444017.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -444289.031250 Penalty: 3897.118652
	Iteration 2F: 3 clusters Score -444289 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -444484.843750 Penalty: 3897.118652
	Iteration 3F: 3 clusters Score -444484.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -444620.000000 Penalty: 3897.118652
	Iteration 4F: 3 clusters Score -444620 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -444720.375000 Penalty: 3897.118652
	Iteration 5Q: 3 clusters Score -444720.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -444795.031250 Penalty: 3897.118652
	Iteration 6Q: 3 clusters Score -444795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -444849.218750 Penalty: 3897.118652
	Iteration 7Q: 3 clusters Score -444849.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -444883.218750 Penalty: 3897.118652
	Iteration 8Q: 3 clusters Score -444883.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -444907.906250 Penalty: 3897.118652
	Iteration 9Q: 3 clusters Score -444907.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -444921.406250 Penalty: 3897.118652
	Iteration 10Q: 3 clusters Score -444921.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -444935.156250 Penalty: 3897.118652
	Iteration 11Q: 3 clusters Score -444935.2 nChanged 21
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: -444951.062500 Penalty: 3897.118652
	Iteration 12Q: 3 clusters Score -444951.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -444960.187500 Penalty: 3897.118652
	Iteration 13Q: 3 clusters Score -444960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -444968.281250 Penalty: 3897.118652
	Iteration 14Q: 3 clusters Score -444968.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -444976.187500 Penalty: 3897.118652
	Iteration 15Q: 3 clusters Score -444976.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -444981.968750 Penalty: 3897.118652
	Iteration 16Q: 3 clusters Score -444982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -444989.218750 Penalty: 3897.118652
	Iteration 17Q: 3 clusters Score -444989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -444991.562500 Penalty: 3897.118652
	Iteration 18Q: 3 clusters Score -444991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -444991.906250 Penalty: 3897.118652
	Iteration 19Q: 3 clusters Score -444991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -444992.375000 Penalty: 3897.118652
	Iteration 20F: 3 clusters Score -444992.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Entering Unmasked Estep 
Score: -9575129.000000 Penalty: 2689.515869
	Iteration 0F: 2 clusters Score -9575129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -9545107.000000 Penalty: 5379.031738
	Iteration 0F: 3 clusters Score -9545107 nChanged 23631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -9558565.000000 Penalty: 5379.031738
	Iteration 1F: 3 clusters Score -9558565 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -9559175.000000 Penalty: 5379.031738
	Iteration 2Q: 3 clusters Score -9559175 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -9559776.000000 Penalty: 5379.031738
	Iteration 3Q: 3 clusters Score -9559776 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -9560468.000000 Penalty: 5379.031738
	Iteration 4Q: 3 clusters Score -9560468 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -9561117.000000 Penalty: 5379.031738
	Iteration 5Q: 3 clusters Score -9561117 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -9561921.000000 Penalty: 5379.031738
	Iteration 6Q: 3 clusters Score -9561921 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -9562767.000000 Penalty: 5379.031738
	Iteration 7Q: 3 clusters Score -9562767 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -9563607.000000 Penalty: 5379.031738
	Iteration 8Q: 3 clusters Score -9563607 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -9564491.000000 Penalty: 5379.031738
	Iteration 9Q: 3 clusters Score -9564491 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -9565585.000000 Penalty: 5379.031738
	Iteration 10Q: 3 clusters Score -9565585 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -9566890.000000 Penalty: 5379.031738
	Iteration 11Q: 3 clusters Score -9566890 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -9568264.000000 Penalty: 5379.031738
	Iteration 12Q: 3 clusters Score -9568264 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -9569510.000000 Penalty: 5379.031738
	Iteration 13Q: 3 clusters Score -9569510 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -9570367.000000 Penalty: 5379.031738
	Iteration 14Q: 3 clusters Score -9570367 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -9571115.000000 Penalty: 5379.031738
	Iteration 15Q: 3 clusters Score -9571115 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -9571677.000000 Penalty: 5379.031738
	Iteration 16Q: 3 clusters Score -9571677 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -9572240.000000 Penalty: 5379.031738
	Iteration 17Q: 3 clusters Score -9572240 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -9572919.000000 Penalty: 5379.031738
	Iteration 18Q: 3 clusters Score -9572919 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -9573578.000000 Penalty: 5379.031738
	Iteration 19Q: 3 clusters Score -9573578 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -9574160.000000 Penalty: 5379.031738
	Iteration 20F: 3 clusters Score -9574160 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -9574544.000000 Penalty: 5379.031738
	Iteration 21Q: 3 clusters Score -9574544 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -9574821.000000 Penalty: 5379.031738
	Iteration 22Q: 3 clusters Score -9574821 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -9575051.000000 Penalty: 5379.031738
	Iteration 23Q: 3 clusters Score -9575051 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -9575212.000000 Penalty: 5379.031738
	Iteration 24Q: 3 clusters Score -9575212 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -9575305.000000 Penalty: 5379.031738
	Iteration 25Q: 3 clusters Score -9575305 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -9575391.000000 Penalty: 5379.031738
	Iteration 26Q: 3 clusters Score -9575391 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -9575419.000000 Penalty: 5379.031738
	Iteration 27Q: 3 clusters Score -9575419 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -9575442.000000 Penalty: 5379.031738
	Iteration 28Q: 3 clusters Score -9575442 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -9575453.000000 Penalty: 5379.031738
	Iteration 29Q: 3 clusters Score -9575453 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -9575456.000000 Penalty: 5379.031738
	Iteration 30Q: 3 clusters Score -9575456 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -9575462.000000 Penalty: 5379.031738
	Iteration 31Q: 3 clusters Score -9575462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -9575458.000000 Penalty: 5379.031738
	Iteration 32Q: 3 clusters Score -9575458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -9575471.000000 Penalty: 5379.031738
	Iteration 33Q: 3 clusters Score -9575471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -9575462.000000 Penalty: 5379.031738
	Iteration 34Q: 3 clusters Score -9575462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -9575449.000000 Penalty: 5379.031738
	Iteration 35Q: 3 clusters Score -9575449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -9575448.000000 Penalty: 5379.031738
	Iteration 36Q: 3 clusters Score -9575448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -9575451.000000 Penalty: 5379.031738
	Iteration 37Q: 3 clusters Score -9575451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -9575447.000000 Penalty: 5379.031738
	Iteration 38Q: 3 clusters Score -9575447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -9575447.000000 Penalty: 5379.031738
	Iteration 39Q: 3 clusters Score -9575447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -9575453.000000 Penalty: 5379.031738
	Iteration 40F: 3 clusters Score -9575453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -9575447.000000 Penalty: 5379.031738
	Iteration 41Q: 3 clusters Score -9575447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -9575441.000000 Penalty: 5379.031738
	Iteration 42Q: 3 clusters Score -9575441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -9575448.000000 Penalty: 5379.031738
	Iteration 43Q: 3 clusters Score -9575448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -9575464.000000 Penalty: 5379.031738
	Iteration 44Q: 3 clusters Score -9575464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -9575456.000000 Penalty: 5379.031738
	Iteration 45Q: 3 clusters Score -9575456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -9575449.000000 Penalty: 5379.031738
	Iteration 46Q: 3 clusters Score -9575449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -9575450.000000 Penalty: 5379.031738
	Iteration 47Q: 3 clusters Score -9575450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -9575451.000000 Penalty: 5379.031738
	Iteration 48Q: 3 clusters Score -9575451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -9575450.000000 Penalty: 5379.031738
	Iteration 49Q: 3 clusters Score -9575450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -9575455.000000 Penalty: 5379.031738
	Iteration 50Q: 3 clusters Score -9575455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -9575455.000000 Penalty: 5379.031738
	Iteration 51F: 3 clusters Score -9575455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44614 members 
Mstep: Class 4 contains 31744 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46179 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31357 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45234 members 
Mstep: Class 11 contains 43939 members 
Mstep: Class 12 contains 35361 members 
Mstep: Class 13 contains 40886 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43589 members 
Mstep: Class 16 contains 45058 members 
Mstep: Class 17 contains 2584 members 
Mstep: Class 18 contains 27122 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 43931 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51382 members 
Mstep: Class 24 contains 24146 members 
Entering Unmasked Estep 
Score: -106711880.000000 Penalty: 79037.695312
Splitting cluster 18 changes total score from -106711576.000000 to -106711880.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -41610.074219 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -41610.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40537.253906 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -40537.25 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41057.589844 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -41057.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41456.191406 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -41456.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41701.058594 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -41701.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41895.738281 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -41895.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41971.375000 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -41971.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41977.890625 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -41977.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42000.582031 Penalty: 3069.378906
	Iteration 7F: 3 clusters Score -42000.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42064.507812 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -42064.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42067.980469 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -42067.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42067.980469 Penalty: 3069.378906
	Iteration 10F: 3 clusters Score -42067.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44614 members 
Mstep: Class 4 contains 31744 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46179 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31357 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45234 members 
Mstep: Class 11 contains 43939 members 
Mstep: Class 12 contains 35361 members 
Mstep: Class 13 contains 40886 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43589 members 
Mstep: Class 16 contains 45058 members 
Mstep: Class 17 contains 2584 members 
Mstep: Class 18 contains 27122 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 43931 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51382 members 
Mstep: Class 24 contains 24146 members 
Mstep: Class 25 contains 153 members 
Entering Unmasked Estep 
Score: -106710568.000000 Penalty: 82330.929688
Splitting cluster 19 changes total score from -106711576.000000 to -106710568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -968838.062500 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -968838.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -964207.625000 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -964207.6 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -965314.250000 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -965314.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -965504.312500 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -965504.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -965628.687500 Penalty: 4245.790527
	Iteration 3Q: 3 clusters Score -965628.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -965725.812500 Penalty: 4245.790527
	Iteration 4Q: 3 clusters Score -965725.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -965802.000000 Penalty: 4245.790527
	Iteration 5Q: 3 clusters Score -965802 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -965886.687500 Penalty: 4245.790527
	Iteration 6Q: 3 clusters Score -965886.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -965977.437500 Penalty: 4245.790527
	Iteration 7Q: 3 clusters Score -965977.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -966073.625000 Penalty: 4245.790527
	Iteration 8Q: 3 clusters Score -966073.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -966168.187500 Penalty: 4245.790527
	Iteration 9Q: 3 clusters Score -966168.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -966244.250000 Penalty: 4245.790527
	Iteration 10Q: 3 clusters Score -966244.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -966306.125000 Penalty: 4245.790527
	Iteration 11Q: 3 clusters Score -966306.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -966358.312500 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -966358.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -966404.250000 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -966404.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -966440.625000 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -966440.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -966477.750000 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -966477.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -966509.375000 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -966509.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -966542.250000 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -966542.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -966572.812500 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -966572.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -966598.187500 Penalty: 4245.790527
	Iteration 19Q: 3 clusters Score -966598.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -966623.562500 Penalty: 4245.790527
	Iteration 20F: 3 clusters Score -966623.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -966644.312500 Penalty: 4245.790527
	Iteration 21Q: 3 clusters Score -966644.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -966664.187500 Penalty: 4245.790527
	Iteration 22Q: 3 clusters Score -966664.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -966675.187500 Penalty: 4245.790527
	Iteration 23Q: 3 clusters Score -966675.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -966686.375000 Penalty: 4245.790527
	Iteration 24Q: 3 clusters Score -966686.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -966701.062500 Penalty: 4245.790527
	Iteration 25Q: 3 clusters Score -966701.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -966711.625000 Penalty: 4245.790527
	Iteration 26Q: 3 clusters Score -966711.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -966723.187500 Penalty: 4245.790527
	Iteration 27Q: 3 clusters Score -966723.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -966735.375000 Penalty: 4245.790527
	Iteration 28Q: 3 clusters Score -966735.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -966748.250000 Penalty: 4245.790527
	Iteration 29Q: 3 clusters Score -966748.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -966762.500000 Penalty: 4245.790527
	Iteration 30Q: 3 clusters Score -966762.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -966768.875000 Penalty: 4245.790527
	Iteration 31Q: 3 clusters Score -966768.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -966770.875000 Penalty: 4245.790527
	Iteration 32Q: 3 clusters Score -966770.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -966779.125000 Penalty: 4245.790527
	Iteration 33Q: 3 clusters Score -966779.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -966782.000000 Penalty: 4245.790527
	Iteration 34Q: 3 clusters Score -966782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -966787.687500 Penalty: 4245.790527
	Iteration 35Q: 3 clusters Score -966787.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -966790.437500 Penalty: 4245.790527
	Iteration 36Q: 3 clusters Score -966790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -966789.937500 Penalty: 4245.790527
	Iteration 37Q: 3 clusters Score -966789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -966789.437500 Penalty: 4245.790527
	Iteration 38Q: 3 clusters Score -966789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -966791.687500 Penalty: 4245.790527
	Iteration 39Q: 3 clusters Score -966791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -966791.812500 Penalty: 4245.790527
	Iteration 40F: 3 clusters Score -966791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -966792.875000 Penalty: 4245.790527
	Iteration 41Q: 3 clusters Score -966792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -966792.875000 Penalty: 4245.790527
	Iteration 42F: 3 clusters Score -966792.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Entering Unmasked Estep 
Score: -8268975.500000 Penalty: 2651.213135
	Iteration 0F: 2 clusters Score -8268976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8240140.000000 Penalty: 5302.426270
	Iteration 0F: 3 clusters Score -8240140 nChanged 20110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -8251407.000000 Penalty: 5302.426270
	Iteration 1F: 3 clusters Score -8251407 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -8251908.500000 Penalty: 5302.426270
	Iteration 2Q: 3 clusters Score -8251908 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -8252421.000000 Penalty: 5302.426270
	Iteration 3Q: 3 clusters Score -8252421 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -8253010.000000 Penalty: 5302.426270
	Iteration 4Q: 3 clusters Score -8253010 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -8253756.000000 Penalty: 5302.426270
	Iteration 5Q: 3 clusters Score -8253756 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -8254528.500000 Penalty: 5302.426270
	Iteration 6Q: 3 clusters Score -8254528 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -8255395.000000 Penalty: 5302.426270
	Iteration 7Q: 3 clusters Score -8255395 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -8256417.000000 Penalty: 5302.426270
	Iteration 8Q: 3 clusters Score -8256417 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -8257595.000000 Penalty: 5302.426270
	Iteration 9Q: 3 clusters Score -8257595 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -8258959.500000 Penalty: 5302.426270
	Iteration 10Q: 3 clusters Score -8258960 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -8260277.000000 Penalty: 5302.426270
	Iteration 11Q: 3 clusters Score -8260277 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -8261567.000000 Penalty: 5302.426270
	Iteration 12Q: 3 clusters Score -8261567 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -8262536.000000 Penalty: 5302.426270
	Iteration 13Q: 3 clusters Score -8262536 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -8263191.500000 Penalty: 5302.426270
	Iteration 14Q: 3 clusters Score -8263192 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -8263605.000000 Penalty: 5302.426270
	Iteration 15Q: 3 clusters Score -8263605 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -8263846.500000 Penalty: 5302.426270
	Iteration 16Q: 3 clusters Score -8263846 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -8264055.500000 Penalty: 5302.426270
	Iteration 17Q: 3 clusters Score -8264056 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -8264234.000000 Penalty: 5302.426270
	Iteration 18Q: 3 clusters Score -8264234 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -8264367.000000 Penalty: 5302.426270
	Iteration 19Q: 3 clusters Score -8264367 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -8264499.000000 Penalty: 5302.426270
	Iteration 20F: 3 clusters Score -8264499 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -8264652.000000 Penalty: 5302.426270
	Iteration 21Q: 3 clusters Score -8264652 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -8264744.000000 Penalty: 5302.426270
	Iteration 22Q: 3 clusters Score -8264744 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -8264875.500000 Penalty: 5302.426270
	Iteration 23Q: 3 clusters Score -8264876 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -8264973.000000 Penalty: 5302.426270
	Iteration 24Q: 3 clusters Score -8264973 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -8265130.000000 Penalty: 5302.426270
	Iteration 25Q: 3 clusters Score -8265130 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -8265291.000000 Penalty: 5302.426270
	Iteration 26Q: 3 clusters Score -8265291 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -8265414.500000 Penalty: 5302.426270
	Iteration 27Q: 3 clusters Score -8265414 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -8265546.500000 Penalty: 5302.426270
	Iteration 28Q: 3 clusters Score -8265546 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -8265670.000000 Penalty: 5302.426270
	Iteration 29Q: 3 clusters Score -8265670 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -8265848.000000 Penalty: 5302.426270
	Iteration 30Q: 3 clusters Score -8265848 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -8266005.500000 Penalty: 5302.426270
	Iteration 31Q: 3 clusters Score -8266006 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8266174.500000 Penalty: 5302.426270
	Iteration 32Q: 3 clusters Score -8266174 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8266293.000000 Penalty: 5302.426270
	Iteration 33Q: 3 clusters Score -8266293 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8266393.500000 Penalty: 5302.426270
	Iteration 34Q: 3 clusters Score -8266394 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8266486.500000 Penalty: 5302.426270
	Iteration 35Q: 3 clusters Score -8266486 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8266565.000000 Penalty: 5302.426270
	Iteration 36Q: 3 clusters Score -8266565 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8266663.000000 Penalty: 5302.426270
	Iteration 37Q: 3 clusters Score -8266663 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8266716.000000 Penalty: 5302.426270
	Iteration 38Q: 3 clusters Score -8266716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8266772.500000 Penalty: 5302.426270
	Iteration 39Q: 3 clusters Score -8266772 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8266835.000000 Penalty: 5302.426270
	Iteration 40F: 3 clusters Score -8266835 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8266863.500000 Penalty: 5302.426270
	Iteration 41Q: 3 clusters Score -8266864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8266901.000000 Penalty: 5302.426270
	Iteration 42Q: 3 clusters Score -8266901 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8266901.000000 Penalty: 5302.426270
	Iteration 43Q: 3 clusters Score -8266901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8266934.500000 Penalty: 5302.426270
	Iteration 44Q: 3 clusters Score -8266934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8266937.500000 Penalty: 5302.426270
	Iteration 45Q: 3 clusters Score -8266938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8266943.500000 Penalty: 5302.426270
	Iteration 46Q: 3 clusters Score -8266944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8266959.500000 Penalty: 5302.426270
	Iteration 47Q: 3 clusters Score -8266960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8266975.500000 Penalty: 5302.426270
	Iteration 48Q: 3 clusters Score -8266976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8266981.500000 Penalty: 5302.426270
	Iteration 49Q: 3 clusters Score -8266982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8266995.000000 Penalty: 5302.426270
	Iteration 50Q: 3 clusters Score -8266995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8267015.000000 Penalty: 5302.426270
	Iteration 51Q: 3 clusters Score -8267015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8267000.500000 Penalty: 5302.426270
	Iteration 52Q: 3 clusters Score -8267000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8267010.000000 Penalty: 5302.426270
	Iteration 53Q: 3 clusters Score -8267010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8267021.500000 Penalty: 5302.426270
	Iteration 54Q: 3 clusters Score -8267022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8267036.000000 Penalty: 5302.426270
	Iteration 55Q: 3 clusters Score -8267036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8267031.500000 Penalty: 5302.426270
	Iteration 56Q: 3 clusters Score -8267032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8267034.500000 Penalty: 5302.426270
	Iteration 57Q: 3 clusters Score -8267034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8267035.000000 Penalty: 5302.426270
	Iteration 58Q: 3 clusters Score -8267035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8267039.000000 Penalty: 5302.426270
	Iteration 59Q: 3 clusters Score -8267039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8267039.000000 Penalty: 5302.426270
	Iteration 60F: 3 clusters Score -8267039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8267040.500000 Penalty: 5302.426270
	Iteration 61Q: 3 clusters Score -8267040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8267043.000000 Penalty: 5302.426270
	Iteration 62Q: 3 clusters Score -8267043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8267051.500000 Penalty: 5302.426270
	Iteration 63Q: 3 clusters Score -8267052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8267047.500000 Penalty: 5302.426270
	Iteration 64Q: 3 clusters Score -8267048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8267049.500000 Penalty: 5302.426270
	Iteration 65Q: 3 clusters Score -8267050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8267048.500000 Penalty: 5302.426270
	Iteration 66Q: 3 clusters Score -8267048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8267052.000000 Penalty: 5302.426270
	Iteration 67Q: 3 clusters Score -8267052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8267045.000000 Penalty: 5302.426270
	Iteration 68Q: 3 clusters Score -8267045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8267047.500000 Penalty: 5302.426270
	Iteration 69Q: 3 clusters Score -8267048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8267051.000000 Penalty: 5302.426270
	Iteration 70Q: 3 clusters Score -8267051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8267045.000000 Penalty: 5302.426270
	Iteration 71Q: 3 clusters Score -8267045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8267045.000000 Penalty: 5302.426270
	Iteration 72Q: 3 clusters Score -8267045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8267045.000000 Penalty: 5302.426270
	Iteration 73F: 3 clusters Score -8267045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -60142.007812 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -60142.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59017.328125 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -59017.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -59131.273438 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -59131.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -59149.671875 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -59149.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -59164.503906 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -59164.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -59204.519531 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -59204.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -59225.855469 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -59225.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -59249.382812 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -59249.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -59252.421875 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -59252.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -59252.421875 Penalty: 2793.081055
	Iteration 8F: 3 clusters Score -59252.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Entering Unmasked Estep 
Score: -9578042.000000 Penalty: 2690.066650
	Iteration 0F: 2 clusters Score -9578042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -9547677.000000 Penalty: 5380.133301
	Iteration 0F: 3 clusters Score -9547677 nChanged 23677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -9560600.000000 Penalty: 5380.133301
	Iteration 1F: 3 clusters Score -9560600 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -9561148.000000 Penalty: 5380.133301
	Iteration 2Q: 3 clusters Score -9561148 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -9561697.000000 Penalty: 5380.133301
	Iteration 3Q: 3 clusters Score -9561697 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -9562277.000000 Penalty: 5380.133301
	Iteration 4Q: 3 clusters Score -9562277 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -9562948.000000 Penalty: 5380.133301
	Iteration 5Q: 3 clusters Score -9562948 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -9563851.000000 Penalty: 5380.133301
	Iteration 6Q: 3 clusters Score -9563851 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -9565218.000000 Penalty: 5380.133301
	Iteration 7Q: 3 clusters Score -9565218 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -9567303.000000 Penalty: 5380.133301
	Iteration 8F: 3 clusters Score -9567303 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -9570527.000000 Penalty: 5380.133301
	Iteration 9F: 3 clusters Score -9570527 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -9574024.000000 Penalty: 5380.133301
	Iteration 10F: 3 clusters Score -9574024 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -9575883.000000 Penalty: 5380.133301
	Iteration 11F: 3 clusters Score -9575883 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -9576711.000000 Penalty: 5380.133301
	Iteration 12Q: 3 clusters Score -9576711 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -9577315.000000 Penalty: 5380.133301
	Iteration 13Q: 3 clusters Score -9577315 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -9577650.000000 Penalty: 5380.133301
	Iteration 14Q: 3 clusters Score -9577650 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -9577969.000000 Penalty: 5380.133301
	Iteration 15Q: 3 clusters Score -9577969 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -9578164.000000 Penalty: 5380.133301
	Iteration 16Q: 3 clusters Score -9578164 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -9578362.000000 Penalty: 5380.133301
	Iteration 17Q: 3 clusters Score -9578362 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -9578479.000000 Penalty: 5380.133301
	Iteration 18Q: 3 clusters Score -9578479 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -9578547.000000 Penalty: 5380.133301
	Iteration 19Q: 3 clusters Score -9578547 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -9578599.000000 Penalty: 5380.133301
	Iteration 20F: 3 clusters Score -9578599 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -9578623.000000 Penalty: 5380.133301
	Iteration 21Q: 3 clusters Score -9578623 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -9578630.000000 Penalty: 5380.133301
	Iteration 22Q: 3 clusters Score -9578630 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -9578696.000000 Penalty: 5380.133301
	Iteration 23Q: 3 clusters Score -9578696 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -9578724.000000 Penalty: 5380.133301
	Iteration 24Q: 3 clusters Score -9578724 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -9578737.000000 Penalty: 5380.133301
	Iteration 25Q: 3 clusters Score -9578737 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -9578721.000000 Penalty: 5380.133301
	Iteration 26Q: 3 clusters Score -9578721 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -9578756.000000 Penalty: 5380.133301
	Iteration 27Q: 3 clusters Score -9578756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -9578758.000000 Penalty: 5380.133301
	Iteration 28Q: 3 clusters Score -9578758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -9578759.000000 Penalty: 5380.133301
	Iteration 29Q: 3 clusters Score -9578759 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -9578757.000000 Penalty: 5380.133301
	Iteration 30Q: 3 clusters Score -9578757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -9578743.000000 Penalty: 5380.133301
	Iteration 31Q: 3 clusters Score -9578743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -9578739.000000 Penalty: 5380.133301
	Iteration 32Q: 3 clusters Score -9578739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -9578760.000000 Penalty: 5380.133301
	Iteration 33Q: 3 clusters Score -9578760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -9578732.000000 Penalty: 5380.133301
	Iteration 34Q: 3 clusters Score -9578732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -9578728.000000 Penalty: 5380.133301
	Iteration 35Q: 3 clusters Score -9578728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -9578718.000000 Penalty: 5380.133301
	Iteration 36Q: 3 clusters Score -9578718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -9578723.000000 Penalty: 5380.133301
	Iteration 37Q: 3 clusters Score -9578723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -9578726.000000 Penalty: 5380.133301
	Iteration 38Q: 3 clusters Score -9578726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -9578720.000000 Penalty: 5380.133301
	Iteration 39Q: 3 clusters Score -9578720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -9578725.000000 Penalty: 5380.133301
	Iteration 40F: 3 clusters Score -9578725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -9578720.000000 Penalty: 5380.133301
	Iteration 41Q: 3 clusters Score -9578720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -9578720.000000 Penalty: 5380.133301
	Iteration 42F: 3 clusters Score -9578720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44614 members 
Mstep: Class 4 contains 31744 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46179 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31357 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45234 members 
Mstep: Class 11 contains 43939 members 
Mstep: Class 12 contains 35361 members 
Mstep: Class 13 contains 40886 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43589 members 
Mstep: Class 16 contains 45058 members 
Mstep: Class 17 contains 2584 members 
Mstep: Class 18 contains 27122 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 43931 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 18060 members 
Mstep: Class 24 contains 24146 members 
Mstep: Class 25 contains 33322 members 
Entering Unmasked Estep 
Score: -106712624.000000 Penalty: 82330.929688
Splitting cluster 23 changes total score from -106711576.000000 to -106712624.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 44614 members 
Mstep: Class 4 contains 31744 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46179 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 31357 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45234 members 
Mstep: Class 11 contains 43939 members 
Mstep: Class 12 contains 35361 members 
Mstep: Class 13 contains 40886 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43589 members 
Mstep: Class 16 contains 45058 members 
Mstep: Class 17 contains 2584 members 
Mstep: Class 18 contains 27122 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 43931 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 18060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106714840.000000 Penalty: 82330.929688
Iteration 319Q: 26 clusters Score -1.067148e+08 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 44525 members 
Mstep: Class 4 contains 31758 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46124 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 30995 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 45255 members 
Mstep: Class 11 contains 43673 members 
Mstep: Class 12 contains 35251 members 
Mstep: Class 13 contains 41113 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43708 members 
Mstep: Class 16 contains 45021 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 28290 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5216 members 
Mstep: Class 21 contains 43496 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 19265 members 
Mstep: Class 24 contains 23311 members 
Mstep: Class 25 contains 32752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716704.000000 Penalty: 82330.929688
Iteration 320F: 26 clusters Score -1.067167e+08 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 44056 members 
Mstep: Class 4 contains 31747 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46187 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 30141 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 44901 members 
Mstep: Class 11 contains 43091 members 
Mstep: Class 12 contains 35137 members 
Mstep: Class 13 contains 40844 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43585 members 
Mstep: Class 16 contains 44565 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 28903 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5202 members 
Mstep: Class 21 contains 43446 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 19962 members 
Mstep: Class 24 contains 24178 members 
Mstep: Class 25 contains 33887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718096.000000 Penalty: 82330.929688
Iteration 321Q: 26 clusters Score -1.067181e+08 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 43680 members 
Mstep: Class 4 contains 31707 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46239 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 29243 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 44667 members 
Mstep: Class 11 contains 42699 members 
Mstep: Class 12 contains 35088 members 
Mstep: Class 13 contains 40617 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43455 members 
Mstep: Class 16 contains 44216 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 29566 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5197 members 
Mstep: Class 21 contains 43557 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 20510 members 
Mstep: Class 24 contains 24677 members 
Mstep: Class 25 contains 34769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718720.000000 Penalty: 82330.929688
Iteration 322Q: 26 clusters Score -1.067187e+08 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 43363 members 
Mstep: Class 4 contains 31658 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46263 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 28449 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 44443 members 
Mstep: Class 11 contains 42450 members 
Mstep: Class 12 contains 35054 members 
Mstep: Class 13 contains 40407 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43347 members 
Mstep: Class 16 contains 43971 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 30146 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5197 members 
Mstep: Class 21 contains 43747 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 21006 members 
Mstep: Class 24 contains 24932 members 
Mstep: Class 25 contains 35521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106719536.000000 Penalty: 82330.929688
Iteration 323Q: 26 clusters Score -1.067195e+08 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 43115 members 
Mstep: Class 4 contains 31595 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46321 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 27716 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 44231 members 
Mstep: Class 11 contains 42237 members 
Mstep: Class 12 contains 35024 members 
Mstep: Class 13 contains 40178 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43265 members 
Mstep: Class 16 contains 43783 members 
Mstep: Class 17 contains 2583 members 
Mstep: Class 18 contains 30712 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5204 members 
Mstep: Class 21 contains 43949 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 21399 members 
Mstep: Class 24 contains 25090 members 
Mstep: Class 25 contains 36200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106720392.000000 Penalty: 82330.929688
Iteration 324Q: 26 clusters Score -1.067204e+08 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 42956 members 
Mstep: Class 4 contains 31533 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46322 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 27031 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 44069 members 
Mstep: Class 11 contains 42056 members 
Mstep: Class 12 contains 34983 members 
Mstep: Class 13 contains 39930 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43190 members 
Mstep: Class 16 contains 43618 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 31198 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5201 members 
Mstep: Class 21 contains 44132 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 21828 members 
Mstep: Class 24 contains 25185 members 
Mstep: Class 25 contains 36840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106721176.000000 Penalty: 82330.929688
Iteration 325Q: 26 clusters Score -1.067212e+08 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 42864 members 
Mstep: Class 4 contains 31470 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46339 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 26396 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 43978 members 
Mstep: Class 11 contains 41940 members 
Mstep: Class 12 contains 34905 members 
Mstep: Class 13 contains 39755 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43107 members 
Mstep: Class 16 contains 43456 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 31670 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5210 members 
Mstep: Class 21 contains 44252 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 22192 members 
Mstep: Class 24 contains 25200 members 
Mstep: Class 25 contains 37390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106721584.000000 Penalty: 82330.929688
Iteration 326Q: 26 clusters Score -1.067216e+08 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 42822 members 
Mstep: Class 4 contains 31405 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 46314 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 25743 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 43862 members 
Mstep: Class 11 contains 41819 members 
Mstep: Class 12 contains 34854 members 
Mstep: Class 13 contains 39517 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43043 members 
Mstep: Class 16 contains 43339 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 32146 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5233 members 
Mstep: Class 21 contains 44355 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 22542 members 
Mstep: Class 24 contains 25263 members 
Mstep: Class 25 contains 37921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722416.000000 Penalty: 82330.929688
Iteration 327Q: 26 clusters Score -1.067224e+08 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 42767 members 
Mstep: Class 4 contains 31337 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46287 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 25123 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 43795 members 
Mstep: Class 11 contains 41644 members 
Mstep: Class 12 contains 34796 members 
Mstep: Class 13 contains 39314 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 43010 members 
Mstep: Class 16 contains 43215 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 32665 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5239 members 
Mstep: Class 21 contains 44433 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 22901 members 
Mstep: Class 24 contains 25308 members 
Mstep: Class 25 contains 38393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722672.000000 Penalty: 82330.929688
Iteration 328Q: 26 clusters Score -1.067227e+08 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 42742 members 
Mstep: Class 4 contains 31261 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46286 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 24512 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 43742 members 
Mstep: Class 11 contains 41389 members 
Mstep: Class 12 contains 34685 members 
Mstep: Class 13 contains 39127 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42962 members 
Mstep: Class 16 contains 43195 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 33187 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5245 members 
Mstep: Class 21 contains 44476 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 23244 members 
Mstep: Class 24 contains 25408 members 
Mstep: Class 25 contains 38823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723232.000000 Penalty: 82330.929688
Iteration 329Q: 26 clusters Score -1.067232e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 42734 members 
Mstep: Class 4 contains 31188 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46277 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 23945 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 43677 members 
Mstep: Class 11 contains 41173 members 
Mstep: Class 12 contains 34564 members 
Mstep: Class 13 contains 38943 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42863 members 
Mstep: Class 16 contains 43152 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 33768 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5241 members 
Mstep: Class 21 contains 44569 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 23493 members 
Mstep: Class 24 contains 25478 members 
Mstep: Class 25 contains 39271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723496.000000 Penalty: 82330.929688
Iteration 330Q: 26 clusters Score -1.067235e+08 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 42724 members 
Mstep: Class 4 contains 31116 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46207 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 23390 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 43576 members 
Mstep: Class 11 contains 40991 members 
Mstep: Class 12 contains 34467 members 
Mstep: Class 13 contains 38706 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42780 members 
Mstep: Class 16 contains 43133 members 
Mstep: Class 17 contains 2574 members 
Mstep: Class 18 contains 34365 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5239 members 
Mstep: Class 21 contains 44614 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 23813 members 
Mstep: Class 24 contains 25610 members 
Mstep: Class 25 contains 39653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723968.000000 Penalty: 82330.929688
Iteration 331Q: 26 clusters Score -1.06724e+08 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 42707 members 
Mstep: Class 4 contains 31068 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46183 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 22826 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 43466 members 
Mstep: Class 11 contains 40802 members 
Mstep: Class 12 contains 34339 members 
Mstep: Class 13 contains 38482 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42692 members 
Mstep: Class 16 contains 43097 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 35016 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5247 members 
Mstep: Class 21 contains 44645 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 24082 members 
Mstep: Class 24 contains 25682 members 
Mstep: Class 25 contains 40101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724312.000000 Penalty: 82330.929688
Iteration 332Q: 26 clusters Score -1.067243e+08 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 42712 members 
Mstep: Class 4 contains 30993 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46161 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 22190 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 43364 members 
Mstep: Class 11 contains 40581 members 
Mstep: Class 12 contains 34201 members 
Mstep: Class 13 contains 38212 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42630 members 
Mstep: Class 16 contains 43121 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 35690 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5240 members 
Mstep: Class 21 contains 44652 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 24358 members 
Mstep: Class 24 contains 25796 members 
Mstep: Class 25 contains 40585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724848.000000 Penalty: 82330.929688
Iteration 333Q: 26 clusters Score -1.067248e+08 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 42687 members 
Mstep: Class 4 contains 30914 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46124 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 21606 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 43275 members 
Mstep: Class 11 contains 40352 members 
Mstep: Class 12 contains 34073 members 
Mstep: Class 13 contains 37901 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42585 members 
Mstep: Class 16 contains 43128 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 36370 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5235 members 
Mstep: Class 21 contains 44679 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 24610 members 
Mstep: Class 24 contains 25947 members 
Mstep: Class 25 contains 41051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724824.000000 Penalty: 82330.929688
Iteration 334Q: 26 clusters Score -1.067248e+08 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 42662 members 
Mstep: Class 4 contains 30849 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 46103 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 21082 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 43182 members 
Mstep: Class 11 contains 40074 members 
Mstep: Class 12 contains 33976 members 
Mstep: Class 13 contains 37578 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42557 members 
Mstep: Class 16 contains 43142 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 36980 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5243 members 
Mstep: Class 21 contains 44685 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 24905 members 
Mstep: Class 24 contains 26101 members 
Mstep: Class 25 contains 41483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725104.000000 Penalty: 82330.929688
Iteration 335Q: 26 clusters Score -1.067251e+08 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 42612 members 
Mstep: Class 4 contains 30798 members 
Mstep: Class 5 contains 1340 members 
Mstep: Class 6 contains 46000 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 20574 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 43036 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 33893 members 
Mstep: Class 13 contains 37227 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42499 members 
Mstep: Class 16 contains 43136 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 37690 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5261 members 
Mstep: Class 21 contains 44625 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 25223 members 
Mstep: Class 24 contains 26331 members 
Mstep: Class 25 contains 41887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725528.000000 Penalty: 82330.929688
Iteration 336Q: 26 clusters Score -1.067255e+08 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 42621 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 1339 members 
Mstep: Class 6 contains 45927 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 20071 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 42862 members 
Mstep: Class 11 contains 39653 members 
Mstep: Class 12 contains 33853 members 
Mstep: Class 13 contains 36804 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42470 members 
Mstep: Class 16 contains 43151 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 38366 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5274 members 
Mstep: Class 21 contains 44596 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 25564 members 
Mstep: Class 24 contains 26477 members 
Mstep: Class 25 contains 42262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725808.000000 Penalty: 82330.929688
Iteration 337Q: 26 clusters Score -1.067258e+08 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 42581 members 
Mstep: Class 4 contains 30700 members 
Mstep: Class 5 contains 1339 members 
Mstep: Class 6 contains 45815 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 19665 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42760 members 
Mstep: Class 11 contains 39449 members 
Mstep: Class 12 contains 33797 members 
Mstep: Class 13 contains 36359 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42441 members 
Mstep: Class 16 contains 43195 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 39043 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5288 members 
Mstep: Class 21 contains 44536 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 25933 members 
Mstep: Class 24 contains 26569 members 
Mstep: Class 25 contains 42641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725776.000000 Penalty: 82330.929688
Iteration 338Q: 26 clusters Score -1.067258e+08 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 42536 members 
Mstep: Class 4 contains 30639 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 45708 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 19283 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42658 members 
Mstep: Class 11 contains 39228 members 
Mstep: Class 12 contains 33734 members 
Mstep: Class 13 contains 35885 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42425 members 
Mstep: Class 16 contains 43213 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 39747 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 44496 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 26345 members 
Mstep: Class 24 contains 26680 members 
Mstep: Class 25 contains 42968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725952.000000 Penalty: 82330.929688
Iteration 339Q: 26 clusters Score -1.06726e+08 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 42524 members 
Mstep: Class 4 contains 30591 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 45629 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 18872 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42515 members 
Mstep: Class 11 contains 39015 members 
Mstep: Class 12 contains 33643 members 
Mstep: Class 13 contains 35372 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42448 members 
Mstep: Class 16 contains 43273 members 
Mstep: Class 17 contains 2545 members 
Mstep: Class 18 contains 40486 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5316 members 
Mstep: Class 21 contains 44428 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 26736 members 
Mstep: Class 24 contains 26804 members 
Mstep: Class 25 contains 43273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726064.000000 Penalty: 82330.929688
Iteration 340F: 26 clusters Score -1.067261e+08 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 42482 members 
Mstep: Class 4 contains 30547 members 
Mstep: Class 5 contains 1330 members 
Mstep: Class 6 contains 45545 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 18450 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42396 members 
Mstep: Class 11 contains 38755 members 
Mstep: Class 12 contains 33525 members 
Mstep: Class 13 contains 34896 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42469 members 
Mstep: Class 16 contains 43307 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 41355 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5335 members 
Mstep: Class 21 contains 44304 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 27146 members 
Mstep: Class 24 contains 26910 members 
Mstep: Class 25 contains 43567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726352.000000 Penalty: 82330.929688
Iteration 341Q: 26 clusters Score -1.067264e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 42473 members 
Mstep: Class 4 contains 30492 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 45470 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 18031 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42297 members 
Mstep: Class 11 contains 38478 members 
Mstep: Class 12 contains 33367 members 
Mstep: Class 13 contains 34442 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42466 members 
Mstep: Class 16 contains 43299 members 
Mstep: Class 17 contains 2547 members 
Mstep: Class 18 contains 42182 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5345 members 
Mstep: Class 21 contains 44256 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 27513 members 
Mstep: Class 24 contains 26958 members 
Mstep: Class 25 contains 43980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726568.000000 Penalty: 82330.929688
Iteration 342Q: 26 clusters Score -1.067266e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 42478 members 
Mstep: Class 4 contains 30446 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 45454 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17634 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42277 members 
Mstep: Class 11 contains 38215 members 
Mstep: Class 12 contains 33263 members 
Mstep: Class 13 contains 33903 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42444 members 
Mstep: Class 16 contains 43306 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 42822 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5352 members 
Mstep: Class 21 contains 44349 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 27934 members 
Mstep: Class 24 contains 26903 members 
Mstep: Class 25 contains 44327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726352.000000 Penalty: 82330.929688
Iteration 343Q: 26 clusters Score -1.067264e+08 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 42491 members 
Mstep: Class 4 contains 30401 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 45445 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17323 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42260 members 
Mstep: Class 11 contains 37965 members 
Mstep: Class 12 contains 33151 members 
Mstep: Class 13 contains 33322 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42399 members 
Mstep: Class 16 contains 43307 members 
Mstep: Class 17 contains 2540 members 
Mstep: Class 18 contains 43414 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5363 members 
Mstep: Class 21 contains 44470 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 28386 members 
Mstep: Class 24 contains 26779 members 
Mstep: Class 25 contains 44676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726712.000000 Penalty: 82330.929688
Iteration 344Q: 26 clusters Score -1.067267e+08 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 42484 members 
Mstep: Class 4 contains 30346 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 45474 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42223 members 
Mstep: Class 11 contains 37754 members 
Mstep: Class 12 contains 33017 members 
Mstep: Class 13 contains 32848 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42441 members 
Mstep: Class 16 contains 43312 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 43958 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5358 members 
Mstep: Class 21 contains 44565 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 28853 members 
Mstep: Class 24 contains 26600 members 
Mstep: Class 25 contains 44917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726672.000000 Penalty: 82330.929688
Iteration 345Q: 26 clusters Score -1.067267e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42519 members 
Mstep: Class 4 contains 30293 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 45514 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 16781 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42196 members 
Mstep: Class 11 contains 37556 members 
Mstep: Class 12 contains 32873 members 
Mstep: Class 13 contains 32370 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42494 members 
Mstep: Class 16 contains 43284 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 44405 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5355 members 
Mstep: Class 21 contains 44665 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 29319 members 
Mstep: Class 24 contains 26432 members 
Mstep: Class 25 contains 45176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106727160.000000 Penalty: 82330.929688
Iteration 346Q: 26 clusters Score -1.067272e+08 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 42550 members 
Mstep: Class 4 contains 30246 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 45566 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 16526 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42211 members 
Mstep: Class 11 contains 37399 members 
Mstep: Class 12 contains 32720 members 
Mstep: Class 13 contains 31928 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42506 members 
Mstep: Class 16 contains 43260 members 
Mstep: Class 17 contains 2531 members 
Mstep: Class 18 contains 44889 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5353 members 
Mstep: Class 21 contains 44762 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 29753 members 
Mstep: Class 24 contains 26220 members 
Mstep: Class 25 contains 45392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726720.000000 Penalty: 82330.929688
Iteration 347Q: 26 clusters Score -1.067267e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 42558 members 
Mstep: Class 4 contains 30200 members 
Mstep: Class 5 contains 1321 members 
Mstep: Class 6 contains 45566 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42247 members 
Mstep: Class 11 contains 37260 members 
Mstep: Class 12 contains 32620 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42476 members 
Mstep: Class 16 contains 43264 members 
Mstep: Class 17 contains 2532 members 
Mstep: Class 18 contains 45444 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5353 members 
Mstep: Class 21 contains 44788 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 30108 members 
Mstep: Class 24 contains 26085 members 
Mstep: Class 25 contains 45661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726600.000000 Penalty: 82330.929688
Iteration 348Q: 26 clusters Score -1.067266e+08 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 42544 members 
Mstep: Class 4 contains 30167 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 6 contains 45505 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 16028 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42278 members 
Mstep: Class 11 contains 37125 members 
Mstep: Class 12 contains 32577 members 
Mstep: Class 13 contains 31036 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42389 members 
Mstep: Class 16 contains 43267 members 
Mstep: Class 17 contains 2533 members 
Mstep: Class 18 contains 46158 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5348 members 
Mstep: Class 21 contains 44605 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 30452 members 
Mstep: Class 24 contains 26117 members 
Mstep: Class 25 contains 45783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106727144.000000 Penalty: 82330.929688
Iteration 349Q: 26 clusters Score -1.067271e+08 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 42532 members 
Mstep: Class 4 contains 30138 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 45288 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 15794 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42305 members 
Mstep: Class 11 contains 36980 members 
Mstep: Class 12 contains 32527 members 
Mstep: Class 13 contains 30729 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 42309 members 
Mstep: Class 16 contains 43286 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 47076 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5334 members 
Mstep: Class 21 contains 44169 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 30847 members 
Mstep: Class 24 contains 26364 members 
Mstep: Class 25 contains 45754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106727720.000000 Penalty: 82330.929688
Iteration 350Q: 26 clusters Score -1.067277e+08 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 42540 members 
Mstep: Class 4 contains 30124 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 44984 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 15558 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42293 members 
Mstep: Class 11 contains 36821 members 
Mstep: Class 12 contains 32469 members 
Mstep: Class 13 contains 30442 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 42202 members 
Mstep: Class 16 contains 43285 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 48156 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5312 members 
Mstep: Class 21 contains 43583 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 31268 members 
Mstep: Class 24 contains 26786 members 
Mstep: Class 25 contains 45659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106727744.000000 Penalty: 82330.929688
Iteration 351Q: 26 clusters Score -1.067277e+08 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42517 members 
Mstep: Class 4 contains 30105 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 44584 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 15267 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42324 members 
Mstep: Class 11 contains 36666 members 
Mstep: Class 12 contains 32408 members 
Mstep: Class 13 contains 30102 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 42078 members 
Mstep: Class 16 contains 43320 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 49351 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5307 members 
Mstep: Class 21 contains 42829 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 31718 members 
Mstep: Class 24 contains 27470 members 
Mstep: Class 25 contains 45495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106727288.000000 Penalty: 82330.929688
Iteration 352Q: 26 clusters Score -1.067273e+08 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42503 members 
Mstep: Class 4 contains 30089 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 44054 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 14951 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42350 members 
Mstep: Class 11 contains 36521 members 
Mstep: Class 12 contains 32354 members 
Mstep: Class 13 contains 29716 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 41963 members 
Mstep: Class 16 contains 43323 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 50835 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5306 members 
Mstep: Class 21 contains 41808 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 32167 members 
Mstep: Class 24 contains 28370 members 
Mstep: Class 25 contains 45337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726488.000000 Penalty: 82330.929688
Iteration 353Q: 26 clusters Score -1.067265e+08 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42408 members 
Mstep: Class 4 contains 30091 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 43425 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 14604 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 42338 members 
Mstep: Class 11 contains 36331 members 
Mstep: Class 12 contains 32371 members 
Mstep: Class 13 contains 29290 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 41795 members 
Mstep: Class 16 contains 43356 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 52517 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5286 members 
Mstep: Class 21 contains 40719 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 32679 members 
Mstep: Class 24 contains 29506 members 
Mstep: Class 25 contains 45061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724664.000000 Penalty: 82330.929688
Iteration 354Q: 26 clusters Score -1.067247e+08 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42385 members 
Mstep: Class 4 contains 30092 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 6 contains 42764 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 14255 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 42337 members 
Mstep: Class 11 contains 36194 members 
Mstep: Class 12 contains 32363 members 
Mstep: Class 13 contains 28896 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 41656 members 
Mstep: Class 16 contains 43349 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 53800 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 39888 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 33124 members 
Mstep: Class 24 contains 30725 members 
Mstep: Class 25 contains 44778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722696.000000 Penalty: 82330.929688
Iteration 355Q: 26 clusters Score -1.067227e+08 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42398 members 
Mstep: Class 4 contains 30079 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 42371 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 13851 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 42351 members 
Mstep: Class 11 contains 36010 members 
Mstep: Class 12 contains 32373 members 
Mstep: Class 13 contains 28503 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 41669 members 
Mstep: Class 16 contains 43372 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 18 contains 54145 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5251 members 
Mstep: Class 21 contains 39438 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 33573 members 
Mstep: Class 24 contains 32143 members 
Mstep: Class 25 contains 44431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722416.000000 Penalty: 82330.929688
Iteration 356Q: 26 clusters Score -1.067224e+08 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42421 members 
Mstep: Class 4 contains 30072 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 42107 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 13444 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 42371 members 
Mstep: Class 11 contains 35838 members 
Mstep: Class 12 contains 32403 members 
Mstep: Class 13 contains 28115 members 
Mstep: Class 14 contains 1026 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 43378 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 53878 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 5242 members 
Mstep: Class 21 contains 39257 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34063 members 
Mstep: Class 24 contains 33745 members 
Mstep: Class 25 contains 44015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722704.000000 Penalty: 82330.929688
Iteration 357Q: 26 clusters Score -1.067227e+08 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42416 members 
Mstep: Class 4 contains 30056 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 6 contains 41936 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 13056 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 42397 members 
Mstep: Class 11 contains 35684 members 
Mstep: Class 12 contains 32480 members 
Mstep: Class 13 contains 27745 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 43331 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 53309 members 
Mstep: Class 19 contains 486 members 
Mstep: Class 20 contains 5228 members 
Mstep: Class 21 contains 39290 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34530 members 
Mstep: Class 24 contains 35454 members 
Mstep: Class 25 contains 43504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723952.000000 Penalty: 82330.929688
Iteration 358Q: 26 clusters Score -1.06724e+08 nChanged 6293
Entering ConstructFrom: 
Score: -106723952.000000 Penalty: 82330.929688
Entering ConstructFrom: 
Trying to split cluster 1 (15000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Entering Unmasked Estep 
Score: -2776627.750000 Penalty: 2384.719727
	Iteration 0F: 2 clusters Score -2776628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2765735.750000 Penalty: 4769.439453
	Iteration 0F: 3 clusters Score -2765736 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2769188.500000 Penalty: 4769.439453
	Iteration 1F: 3 clusters Score -2769188 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2769776.500000 Penalty: 4769.439453
	Iteration 2F: 3 clusters Score -2769776 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2770434.250000 Penalty: 4769.439453
	Iteration 3F: 3 clusters Score -2770434 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2771170.250000 Penalty: 4769.439453
	Iteration 4F: 3 clusters Score -2771170 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2771941.000000 Penalty: 4769.439453
	Iteration 5F: 3 clusters Score -2771941 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2772751.500000 Penalty: 4769.439453
	Iteration 6F: 3 clusters Score -2772752 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2773564.250000 Penalty: 4769.439453
	Iteration 7F: 3 clusters Score -2773564 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2774264.500000 Penalty: 4769.439453
	Iteration 8F: 3 clusters Score -2774264 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2774698.750000 Penalty: 4769.439453
	Iteration 9Q: 3 clusters Score -2774699 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2774941.750000 Penalty: 4769.439453
	Iteration 10Q: 3 clusters Score -2774942 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2775082.000000 Penalty: 4769.439453
	Iteration 11Q: 3 clusters Score -2775082 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2775129.250000 Penalty: 4769.439453
	Iteration 12Q: 3 clusters Score -2775129 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2775172.000000 Penalty: 4769.439453
	Iteration 13Q: 3 clusters Score -2775172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2775187.750000 Penalty: 4769.439453
	Iteration 14Q: 3 clusters Score -2775188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2775210.750000 Penalty: 4769.439453
	Iteration 15Q: 3 clusters Score -2775211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2775219.250000 Penalty: 4769.439453
	Iteration 16Q: 3 clusters Score -2775219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2775245.250000 Penalty: 4769.439453
	Iteration 17Q: 3 clusters Score -2775245 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2775250.000000 Penalty: 4769.439453
	Iteration 18Q: 3 clusters Score -2775250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2775258.250000 Penalty: 4769.439453
	Iteration 19Q: 3 clusters Score -2775258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2775263.000000 Penalty: 4769.439453
	Iteration 20F: 3 clusters Score -2775263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2775265.000000 Penalty: 4769.439453
	Iteration 21Q: 3 clusters Score -2775265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2775269.000000 Penalty: 4769.439453
	Iteration 22Q: 3 clusters Score -2775269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2775271.750000 Penalty: 4769.439453
	Iteration 23Q: 3 clusters Score -2775272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2775269.750000 Penalty: 4769.439453
	Iteration 24Q: 3 clusters Score -2775270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2775269.500000 Penalty: 4769.439453
	Iteration 25Q: 3 clusters Score -2775270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2775268.250000 Penalty: 4769.439453
	Iteration 26Q: 3 clusters Score -2775268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2775277.000000 Penalty: 4769.439453
	Iteration 27Q: 3 clusters Score -2775277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2775277.750000 Penalty: 4769.439453
	Iteration 28Q: 3 clusters Score -2775278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2775276.250000 Penalty: 4769.439453
	Iteration 29Q: 3 clusters Score -2775276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2775287.500000 Penalty: 4769.439453
	Iteration 30Q: 3 clusters Score -2775288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2775286.750000 Penalty: 4769.439453
	Iteration 31Q: 3 clusters Score -2775287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2775286.000000 Penalty: 4769.439453
	Iteration 32Q: 3 clusters Score -2775286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2775292.000000 Penalty: 4769.439453
	Iteration 33Q: 3 clusters Score -2775292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2775283.250000 Penalty: 4769.439453
	Iteration 34Q: 3 clusters Score -2775283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2775290.750000 Penalty: 4769.439453
	Iteration 35Q: 3 clusters Score -2775291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2775290.750000 Penalty: 4769.439453
	Iteration 36F: 3 clusters Score -2775291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -194343.062500 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -194343.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -192320.093750 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -192320.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -192641.390625 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -192641.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -192767.281250 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -192767.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -192819.796875 Penalty: 3472.617676
	Iteration 3Q: 3 clusters Score -192819.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -192858.359375 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -192858.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -192899.203125 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -192899.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -192940.968750 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -192941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -192973.984375 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -192974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -193000.171875 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -193000.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -193030.921875 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -193030.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -193060.375000 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -193060.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -193085.843750 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -193085.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -193100.937500 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -193100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -193116.484375 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -193116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -193132.328125 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -193132.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -193150.031250 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -193150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -193156.625000 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -193156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -193159.828125 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -193159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -193161.781250 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -193161.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -193161.781250 Penalty: 3472.617676
	Iteration 19F: 3 clusters Score -193161.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Entering Unmasked Estep 
Score: -7862262.000000 Penalty: 2642.229004
	Iteration 0F: 2 clusters Score -7862262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -7833965.500000 Penalty: 5284.458008
	Iteration 0F: 3 clusters Score -7833966 nChanged 19344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -7844488.500000 Penalty: 5284.458008
	Iteration 1F: 3 clusters Score -7844488 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -7844931.500000 Penalty: 5284.458008
	Iteration 2Q: 3 clusters Score -7844932 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -7845277.500000 Penalty: 5284.458008
	Iteration 3Q: 3 clusters Score -7845278 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -7845586.000000 Penalty: 5284.458008
	Iteration 4Q: 3 clusters Score -7845586 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -7845973.500000 Penalty: 5284.458008
	Iteration 5Q: 3 clusters Score -7845974 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -7846458.000000 Penalty: 5284.458008
	Iteration 6Q: 3 clusters Score -7846458 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -7847065.000000 Penalty: 5284.458008
	Iteration 7Q: 3 clusters Score -7847065 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -7847931.500000 Penalty: 5284.458008
	Iteration 8Q: 3 clusters Score -7847932 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -7849059.500000 Penalty: 5284.458008
	Iteration 9Q: 3 clusters Score -7849060 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -7850471.000000 Penalty: 5284.458008
	Iteration 10Q: 3 clusters Score -7850471 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -7851941.500000 Penalty: 5284.458008
	Iteration 11Q: 3 clusters Score -7851942 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -7853330.000000 Penalty: 5284.458008
	Iteration 12Q: 3 clusters Score -7853330 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -7854448.000000 Penalty: 5284.458008
	Iteration 13Q: 3 clusters Score -7854448 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -7855299.500000 Penalty: 5284.458008
	Iteration 14Q: 3 clusters Score -7855300 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -7855843.500000 Penalty: 5284.458008
	Iteration 15Q: 3 clusters Score -7855844 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -7856223.000000 Penalty: 5284.458008
	Iteration 16Q: 3 clusters Score -7856223 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -7856519.000000 Penalty: 5284.458008
	Iteration 17Q: 3 clusters Score -7856519 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -7856767.000000 Penalty: 5284.458008
	Iteration 18Q: 3 clusters Score -7856767 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -7856976.000000 Penalty: 5284.458008
	Iteration 19Q: 3 clusters Score -7856976 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -7857192.000000 Penalty: 5284.458008
	Iteration 20F: 3 clusters Score -7857192 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -7857412.000000 Penalty: 5284.458008
	Iteration 21Q: 3 clusters Score -7857412 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -7857646.000000 Penalty: 5284.458008
	Iteration 22Q: 3 clusters Score -7857646 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -7857890.000000 Penalty: 5284.458008
	Iteration 23Q: 3 clusters Score -7857890 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -7858112.000000 Penalty: 5284.458008
	Iteration 24Q: 3 clusters Score -7858112 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -7858339.500000 Penalty: 5284.458008
	Iteration 25Q: 3 clusters Score -7858340 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -7858526.000000 Penalty: 5284.458008
	Iteration 26Q: 3 clusters Score -7858526 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -7858748.500000 Penalty: 5284.458008
	Iteration 27Q: 3 clusters Score -7858748 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -7858949.500000 Penalty: 5284.458008
	Iteration 28Q: 3 clusters Score -7858950 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -7859101.000000 Penalty: 5284.458008
	Iteration 29Q: 3 clusters Score -7859101 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -7859248.500000 Penalty: 5284.458008
	Iteration 30Q: 3 clusters Score -7859248 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -7859381.500000 Penalty: 5284.458008
	Iteration 31Q: 3 clusters Score -7859382 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -7859508.500000 Penalty: 5284.458008
	Iteration 32Q: 3 clusters Score -7859508 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -7859607.000000 Penalty: 5284.458008
	Iteration 33Q: 3 clusters Score -7859607 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -7859701.500000 Penalty: 5284.458008
	Iteration 34Q: 3 clusters Score -7859702 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -7859778.000000 Penalty: 5284.458008
	Iteration 35Q: 3 clusters Score -7859778 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -7859840.000000 Penalty: 5284.458008
	Iteration 36Q: 3 clusters Score -7859840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -7859869.000000 Penalty: 5284.458008
	Iteration 37Q: 3 clusters Score -7859869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -7859902.000000 Penalty: 5284.458008
	Iteration 38Q: 3 clusters Score -7859902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -7859917.500000 Penalty: 5284.458008
	Iteration 39Q: 3 clusters Score -7859918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -7859941.500000 Penalty: 5284.458008
	Iteration 40F: 3 clusters Score -7859942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -7859975.000000 Penalty: 5284.458008
	Iteration 41Q: 3 clusters Score -7859975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -7859988.500000 Penalty: 5284.458008
	Iteration 42Q: 3 clusters Score -7859988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -7859987.000000 Penalty: 5284.458008
	Iteration 43Q: 3 clusters Score -7859987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -7860005.500000 Penalty: 5284.458008
	Iteration 44Q: 3 clusters Score -7860006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -7860002.000000 Penalty: 5284.458008
	Iteration 45Q: 3 clusters Score -7860002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -7860014.500000 Penalty: 5284.458008
	Iteration 46Q: 3 clusters Score -7860014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -7860030.000000 Penalty: 5284.458008
	Iteration 47Q: 3 clusters Score -7860030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -7860027.000000 Penalty: 5284.458008
	Iteration 48Q: 3 clusters Score -7860027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -7860035.000000 Penalty: 5284.458008
	Iteration 49Q: 3 clusters Score -7860035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -7860050.500000 Penalty: 5284.458008
	Iteration 50Q: 3 clusters Score -7860050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -7860048.500000 Penalty: 5284.458008
	Iteration 51Q: 3 clusters Score -7860048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -7860051.000000 Penalty: 5284.458008
	Iteration 52Q: 3 clusters Score -7860051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -7860051.500000 Penalty: 5284.458008
	Iteration 53Q: 3 clusters Score -7860052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -7860051.500000 Penalty: 5284.458008
	Iteration 54F: 3 clusters Score -7860052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Entering Unmasked Estep 
Score: -5415156.000000 Penalty: 2557.025146
	Iteration 0F: 2 clusters Score -5415156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -5394569.000000 Penalty: 5114.050293
	Iteration 0F: 3 clusters Score -5394569 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -5401827.500000 Penalty: 5114.050293
	Iteration 1F: 3 clusters Score -5401828 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5402316.500000 Penalty: 5114.050293
	Iteration 2Q: 3 clusters Score -5402316 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -5402739.500000 Penalty: 5114.050293
	Iteration 3Q: 3 clusters Score -5402740 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -5403108.500000 Penalty: 5114.050293
	Iteration 4Q: 3 clusters Score -5403108 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -5403429.500000 Penalty: 5114.050293
	Iteration 5Q: 3 clusters Score -5403430 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -5403711.500000 Penalty: 5114.050293
	Iteration 6Q: 3 clusters Score -5403712 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -5404040.500000 Penalty: 5114.050293
	Iteration 7Q: 3 clusters Score -5404040 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -5404448.000000 Penalty: 5114.050293
	Iteration 8Q: 3 clusters Score -5404448 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -5404982.000000 Penalty: 5114.050293
	Iteration 9Q: 3 clusters Score -5404982 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -5405722.500000 Penalty: 5114.050293
	Iteration 10Q: 3 clusters Score -5405722 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -5406853.500000 Penalty: 5114.050293
	Iteration 11F: 3 clusters Score -5406854 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -5408379.000000 Penalty: 5114.050293
	Iteration 12F: 3 clusters Score -5408379 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -5409990.500000 Penalty: 5114.050293
	Iteration 13F: 3 clusters Score -5409990 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -5411271.000000 Penalty: 5114.050293
	Iteration 14Q: 3 clusters Score -5411271 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -5412086.000000 Penalty: 5114.050293
	Iteration 15Q: 3 clusters Score -5412086 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -5412482.000000 Penalty: 5114.050293
	Iteration 16Q: 3 clusters Score -5412482 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -5412660.000000 Penalty: 5114.050293
	Iteration 17Q: 3 clusters Score -5412660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -5412739.500000 Penalty: 5114.050293
	Iteration 18Q: 3 clusters Score -5412740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -5412788.500000 Penalty: 5114.050293
	Iteration 19Q: 3 clusters Score -5412788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -5412818.500000 Penalty: 5114.050293
	Iteration 20F: 3 clusters Score -5412818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -5412839.500000 Penalty: 5114.050293
	Iteration 21Q: 3 clusters Score -5412840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -5412856.500000 Penalty: 5114.050293
	Iteration 22Q: 3 clusters Score -5412856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -5412867.500000 Penalty: 5114.050293
	Iteration 23Q: 3 clusters Score -5412868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -5412871.500000 Penalty: 5114.050293
	Iteration 24Q: 3 clusters Score -5412872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -5412883.500000 Penalty: 5114.050293
	Iteration 25Q: 3 clusters Score -5412884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -5412888.000000 Penalty: 5114.050293
	Iteration 26Q: 3 clusters Score -5412888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -5412905.000000 Penalty: 5114.050293
	Iteration 27Q: 3 clusters Score -5412905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -5412905.000000 Penalty: 5114.050293
	Iteration 28Q: 3 clusters Score -5412905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -5412911.000000 Penalty: 5114.050293
	Iteration 29Q: 3 clusters Score -5412911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -5412909.500000 Penalty: 5114.050293
	Iteration 30Q: 3 clusters Score -5412910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5412912.000000 Penalty: 5114.050293
	Iteration 31Q: 3 clusters Score -5412912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -5412915.000000 Penalty: 5114.050293
	Iteration 32Q: 3 clusters Score -5412915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5412927.000000 Penalty: 5114.050293
	Iteration 33Q: 3 clusters Score -5412927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -5412935.000000 Penalty: 5114.050293
	Iteration 34Q: 3 clusters Score -5412935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -5412948.000000 Penalty: 5114.050293
	Iteration 35Q: 3 clusters Score -5412948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -5412948.500000 Penalty: 5114.050293
	Iteration 36Q: 3 clusters Score -5412948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -5412958.000000 Penalty: 5114.050293
	Iteration 37Q: 3 clusters Score -5412958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -5412958.000000 Penalty: 5114.050293
	Iteration 38F: 3 clusters Score -5412958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -206357.546875 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -206357.5 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 652 members 
Entering Unmasked Estep 
Score: -204307.765625 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -204307.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -204950.046875 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -204950 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -205280.078125 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -205280.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -205465.265625 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -205465.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -205581.468750 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -205581.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -205708.953125 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -205709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -205808.609375 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -205808.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -205860.031250 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -205860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -205903.671875 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -205903.7 nChanged 18
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: -205938.562500 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -205938.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -205970.984375 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -205971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -205993.500000 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -205993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -206000.031250 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -206000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -206009.531250 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -206009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -206009.906250 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -206009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -206010.515625 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -206010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -206011.906250 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -206011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -206013.218750 Penalty: 3554.468018
	Iteration 17Q: 3 clusters Score -206013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -206014.062500 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -206014.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -206014.781250 Penalty: 3554.468018
	Iteration 19Q: 3 clusters Score -206014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -206023.343750 Penalty: 3554.468018
	Iteration 20F: 3 clusters Score -206023.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -206047.828125 Penalty: 3554.468018
	Iteration 21Q: 3 clusters Score -206047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -206063.015625 Penalty: 3554.468018
	Iteration 22Q: 3 clusters Score -206063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -206077.046875 Penalty: 3554.468018
	Iteration 23Q: 3 clusters Score -206077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -206085.531250 Penalty: 3554.468018
	Iteration 24Q: 3 clusters Score -206085.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -206089.828125 Penalty: 3554.468018
	Iteration 25Q: 3 clusters Score -206089.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -206096.734375 Penalty: 3554.468018
	Iteration 26Q: 3 clusters Score -206096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -206107.140625 Penalty: 3554.468018
	Iteration 27Q: 3 clusters Score -206107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -206122.500000 Penalty: 3554.468018
	Iteration 28Q: 3 clusters Score -206122.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -206144.093750 Penalty: 3554.468018
	Iteration 29Q: 3 clusters Score -206144.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -206160.171875 Penalty: 3554.468018
	Iteration 30Q: 3 clusters Score -206160.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -206175.250000 Penalty: 3554.468018
	Iteration 31Q: 3 clusters Score -206175.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -206185.671875 Penalty: 3554.468018
	Iteration 32Q: 3 clusters Score -206185.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -206187.125000 Penalty: 3554.468018
	Iteration 33Q: 3 clusters Score -206187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -206187.484375 Penalty: 3554.468018
	Iteration 34Q: 3 clusters Score -206187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -206187.484375 Penalty: 3554.468018
	Iteration 35F: 3 clusters Score -206187.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Entering Unmasked Estep 
Score: -7803406.500000 Penalty: 2638.994141
	Iteration 0F: 2 clusters Score -7803406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -7775184.000000 Penalty: 5277.988281
	Iteration 0F: 3 clusters Score -7775184 nChanged 19365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -7785945.000000 Penalty: 5277.988281
	Iteration 1F: 3 clusters Score -7785945 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -7786393.000000 Penalty: 5277.988281
	Iteration 2Q: 3 clusters Score -7786393 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -7786877.500000 Penalty: 5277.988281
	Iteration 3Q: 3 clusters Score -7786878 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -7787403.500000 Penalty: 5277.988281
	Iteration 4Q: 3 clusters Score -7787404 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -7788119.000000 Penalty: 5277.988281
	Iteration 5Q: 3 clusters Score -7788119 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -7789224.500000 Penalty: 5277.988281
	Iteration 6F: 3 clusters Score -7789224 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -7790741.000000 Penalty: 5277.988281
	Iteration 7F: 3 clusters Score -7790741 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -7792841.000000 Penalty: 5277.988281
	Iteration 8F: 3 clusters Score -7792841 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -7795296.500000 Penalty: 5277.988281
	Iteration 9F: 3 clusters Score -7795296 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -7797483.500000 Penalty: 5277.988281
	Iteration 10F: 3 clusters Score -7797484 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -7799108.000000 Penalty: 5277.988281
	Iteration 11Q: 3 clusters Score -7799108 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -7800020.000000 Penalty: 5277.988281
	Iteration 12Q: 3 clusters Score -7800020 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -7800526.000000 Penalty: 5277.988281
	Iteration 13Q: 3 clusters Score -7800526 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -7800790.000000 Penalty: 5277.988281
	Iteration 14Q: 3 clusters Score -7800790 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -7800911.500000 Penalty: 5277.988281
	Iteration 15Q: 3 clusters Score -7800912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -7800983.000000 Penalty: 5277.988281
	Iteration 16Q: 3 clusters Score -7800983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -7801045.000000 Penalty: 5277.988281
	Iteration 17Q: 3 clusters Score -7801045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -7801086.000000 Penalty: 5277.988281
	Iteration 18Q: 3 clusters Score -7801086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -7801104.000000 Penalty: 5277.988281
	Iteration 19Q: 3 clusters Score -7801104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -7801122.500000 Penalty: 5277.988281
	Iteration 20F: 3 clusters Score -7801122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -7801137.500000 Penalty: 5277.988281
	Iteration 21Q: 3 clusters Score -7801138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -7801138.000000 Penalty: 5277.988281
	Iteration 22Q: 3 clusters Score -7801138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -7801141.000000 Penalty: 5277.988281
	Iteration 23Q: 3 clusters Score -7801141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -7801135.500000 Penalty: 5277.988281
	Iteration 24Q: 3 clusters Score -7801136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -7801147.000000 Penalty: 5277.988281
	Iteration 25Q: 3 clusters Score -7801147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -7801143.000000 Penalty: 5277.988281
	Iteration 26Q: 3 clusters Score -7801143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -7801151.000000 Penalty: 5277.988281
	Iteration 27Q: 3 clusters Score -7801151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -7801156.500000 Penalty: 5277.988281
	Iteration 28Q: 3 clusters Score -7801156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -7801160.000000 Penalty: 5277.988281
	Iteration 29Q: 3 clusters Score -7801160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -7801161.500000 Penalty: 5277.988281
	Iteration 30Q: 3 clusters Score -7801162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -7801159.000000 Penalty: 5277.988281
	Iteration 31Q: 3 clusters Score -7801159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -7801161.000000 Penalty: 5277.988281
	Iteration 32Q: 3 clusters Score -7801161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -7801160.000000 Penalty: 5277.988281
	Iteration 33Q: 3 clusters Score -7801160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -7801159.000000 Penalty: 5277.988281
	Iteration 34Q: 3 clusters Score -7801159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -7801162.000000 Penalty: 5277.988281
	Iteration 35Q: 3 clusters Score -7801162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -7801160.000000 Penalty: 5277.988281
	Iteration 36Q: 3 clusters Score -7801160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -7801160.000000 Penalty: 5277.988281
	Iteration 37F: 3 clusters Score -7801160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -52611.085938 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -52611.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51316.164062 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -51316.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51487.386719 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -51487.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51560.320312 Penalty: 2845.339844
	Iteration 2Q: 3 clusters Score -51560.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51620.015625 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -51620.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51675.687500 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -51675.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51688.117188 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -51688.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51698.851562 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -51698.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51698.851562 Penalty: 2845.339844
	Iteration 7F: 3 clusters Score -51698.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Entering Unmasked Estep 
Score: -2355087.500000 Penalty: 2343.362549
	Iteration 0F: 2 clusters Score -2355088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2345581.250000 Penalty: 4686.725098
	Iteration 0F: 3 clusters Score -2345581 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2348454.250000 Penalty: 4686.725098
	Iteration 1F: 3 clusters Score -2348454 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2348783.750000 Penalty: 4686.725098
	Iteration 2F: 3 clusters Score -2348784 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2349025.750000 Penalty: 4686.725098
	Iteration 3Q: 3 clusters Score -2349026 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2349290.250000 Penalty: 4686.725098
	Iteration 4Q: 3 clusters Score -2349290 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2349599.500000 Penalty: 4686.725098
	Iteration 5Q: 3 clusters Score -2349600 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2349987.500000 Penalty: 4686.725098
	Iteration 6Q: 3 clusters Score -2349988 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2350457.250000 Penalty: 4686.725098
	Iteration 7F: 3 clusters Score -2350457 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2351010.750000 Penalty: 4686.725098
	Iteration 8F: 3 clusters Score -2351011 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2351560.750000 Penalty: 4686.725098
	Iteration 9F: 3 clusters Score -2351561 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2352073.000000 Penalty: 4686.725098
	Iteration 10Q: 3 clusters Score -2352073 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2352438.250000 Penalty: 4686.725098
	Iteration 11Q: 3 clusters Score -2352438 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2352665.250000 Penalty: 4686.725098
	Iteration 12Q: 3 clusters Score -2352665 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2352805.500000 Penalty: 4686.725098
	Iteration 13Q: 3 clusters Score -2352806 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2352883.750000 Penalty: 4686.725098
	Iteration 14Q: 3 clusters Score -2352884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2352932.250000 Penalty: 4686.725098
	Iteration 15Q: 3 clusters Score -2352932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2352968.000000 Penalty: 4686.725098
	Iteration 16Q: 3 clusters Score -2352968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2352991.000000 Penalty: 4686.725098
	Iteration 17Q: 3 clusters Score -2352991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2353008.250000 Penalty: 4686.725098
	Iteration 18Q: 3 clusters Score -2353008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2353028.750000 Penalty: 4686.725098
	Iteration 19Q: 3 clusters Score -2353029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2353040.000000 Penalty: 4686.725098
	Iteration 20F: 3 clusters Score -2353040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2353043.500000 Penalty: 4686.725098
	Iteration 21Q: 3 clusters Score -2353044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2353049.750000 Penalty: 4686.725098
	Iteration 22Q: 3 clusters Score -2353050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2353049.000000 Penalty: 4686.725098
	Iteration 23Q: 3 clusters Score -2353049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2353051.500000 Penalty: 4686.725098
	Iteration 24Q: 3 clusters Score -2353052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2353054.500000 Penalty: 4686.725098
	Iteration 25Q: 3 clusters Score -2353054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2353060.000000 Penalty: 4686.725098
	Iteration 26Q: 3 clusters Score -2353060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2353066.750000 Penalty: 4686.725098
	Iteration 27Q: 3 clusters Score -2353067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2353076.000000 Penalty: 4686.725098
	Iteration 28Q: 3 clusters Score -2353076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2353079.000000 Penalty: 4686.725098
	Iteration 29Q: 3 clusters Score -2353079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2353081.000000 Penalty: 4686.725098
	Iteration 30Q: 3 clusters Score -2353081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2353086.250000 Penalty: 4686.725098
	Iteration 31Q: 3 clusters Score -2353086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2353086.500000 Penalty: 4686.725098
	Iteration 32Q: 3 clusters Score -2353086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2353086.500000 Penalty: 4686.725098
	Iteration 33F: 3 clusters Score -2353086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -96955.929688 Penalty: 1607.051025
	Iteration 0F: 2 clusters Score -96955.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95353.640625 Penalty: 3214.102051
	Iteration 0F: 3 clusters Score -95353.64 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -95703.929688 Penalty: 3214.102051
	Iteration 1F: 3 clusters Score -95703.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -95833.976562 Penalty: 3214.102051
	Iteration 2F: 3 clusters Score -95833.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95932.375000 Penalty: 3214.102051
	Iteration 3Q: 3 clusters Score -95932.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96019.546875 Penalty: 3214.102051
	Iteration 4Q: 3 clusters Score -96019.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -96141.914062 Penalty: 3214.102051
	Iteration 5Q: 3 clusters Score -96141.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -96235.046875 Penalty: 3214.102051
	Iteration 6Q: 3 clusters Score -96235.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -96327.328125 Penalty: 3214.102051
	Iteration 7Q: 3 clusters Score -96327.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -96424.382812 Penalty: 3214.102051
	Iteration 8Q: 3 clusters Score -96424.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -96496.093750 Penalty: 3214.102051
	Iteration 9Q: 3 clusters Score -96496.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96627.109375 Penalty: 3214.102051
	Iteration 10Q: 3 clusters Score -96627.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -96746.281250 Penalty: 3214.102051
	Iteration 11Q: 3 clusters Score -96746.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -96863.304688 Penalty: 3214.102051
	Iteration 12Q: 3 clusters Score -96863.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -96932.648438 Penalty: 3214.102051
	Iteration 13Q: 3 clusters Score -96932.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96986.796875 Penalty: 3214.102051
	Iteration 14Q: 3 clusters Score -96986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -97008.289062 Penalty: 3214.102051
	Iteration 15Q: 3 clusters Score -97008.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97010.937500 Penalty: 3214.102051
	Iteration 16Q: 3 clusters Score -97010.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -97015.742188 Penalty: 3214.102051
	Iteration 17Q: 3 clusters Score -97015.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97017.632812 Penalty: 3214.102051
	Iteration 18Q: 3 clusters Score -97017.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97019.914062 Penalty: 3214.102051
	Iteration 19Q: 3 clusters Score -97019.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97026.812500 Penalty: 3214.102051
	Iteration 20F: 3 clusters Score -97026.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97050.765625 Penalty: 3214.102051
	Iteration 21Q: 3 clusters Score -97050.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97066.554688 Penalty: 3214.102051
	Iteration 22Q: 3 clusters Score -97066.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97075.875000 Penalty: 3214.102051
	Iteration 23Q: 3 clusters Score -97075.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97075.875000 Penalty: 3214.102051
	Iteration 24F: 3 clusters Score -97075.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42368 members 
Mstep: Class 4 contains 30049 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 41819 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 335 members 
Mstep: Class 10 contains 42380 members 
Mstep: Class 11 contains 35483 members 
Mstep: Class 12 contains 32561 members 
Mstep: Class 13 contains 27451 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 41707 members 
Mstep: Class 16 contains 43269 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 52667 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 5223 members 
Mstep: Class 21 contains 39359 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34918 members 
Mstep: Class 24 contains 37305 members 
Mstep: Class 25 contains 42943 members 
Mstep: Class 26 contains 317 members 
Entering Unmasked Estep 
Score: -106723184.000000 Penalty: 85624.171875
Splitting cluster 9 changes total score from -106723952.000000 to -106723184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (42380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Entering Unmasked Estep 
Score: -7784305.000000 Penalty: 2642.299316
	Iteration 0F: 2 clusters Score -7784305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -7755711.500000 Penalty: 5284.598633
	Iteration 0F: 3 clusters Score -7755712 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -7766295.000000 Penalty: 5284.598633
	Iteration 1F: 3 clusters Score -7766295 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -7766767.000000 Penalty: 5284.598633
	Iteration 2Q: 3 clusters Score -7766767 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -7767262.000000 Penalty: 5284.598633
	Iteration 3Q: 3 clusters Score -7767262 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -7767830.000000 Penalty: 5284.598633
	Iteration 4Q: 3 clusters Score -7767830 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -7768655.000000 Penalty: 5284.598633
	Iteration 5Q: 3 clusters Score -7768655 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -7769829.000000 Penalty: 5284.598633
	Iteration 6F: 3 clusters Score -7769829 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -7771732.000000 Penalty: 5284.598633
	Iteration 7F: 3 clusters Score -7771732 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -7774412.500000 Penalty: 5284.598633
	Iteration 8F: 3 clusters Score -7774412 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -7777262.000000 Penalty: 5284.598633
	Iteration 9F: 3 clusters Score -7777262 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -7779468.000000 Penalty: 5284.598633
	Iteration 10F: 3 clusters Score -7779468 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7780834.000000 Penalty: 5284.598633
	Iteration 11Q: 3 clusters Score -7780834 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -7781650.500000 Penalty: 5284.598633
	Iteration 12Q: 3 clusters Score -7781650 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -7782116.000000 Penalty: 5284.598633
	Iteration 13Q: 3 clusters Score -7782116 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -7782274.500000 Penalty: 5284.598633
	Iteration 14Q: 3 clusters Score -7782274 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -7782357.500000 Penalty: 5284.598633
	Iteration 15Q: 3 clusters Score -7782358 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -7782414.500000 Penalty: 5284.598633
	Iteration 16Q: 3 clusters Score -7782414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -7782442.500000 Penalty: 5284.598633
	Iteration 17Q: 3 clusters Score -7782442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -7782463.500000 Penalty: 5284.598633
	Iteration 18Q: 3 clusters Score -7782464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -7782465.500000 Penalty: 5284.598633
	Iteration 19Q: 3 clusters Score -7782466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -7782477.500000 Penalty: 5284.598633
	Iteration 20F: 3 clusters Score -7782478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -7782493.500000 Penalty: 5284.598633
	Iteration 21Q: 3 clusters Score -7782494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -7782494.000000 Penalty: 5284.598633
	Iteration 22Q: 3 clusters Score -7782494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -7782493.500000 Penalty: 5284.598633
	Iteration 23Q: 3 clusters Score -7782494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -7782504.500000 Penalty: 5284.598633
	Iteration 24Q: 3 clusters Score -7782504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -7782495.500000 Penalty: 5284.598633
	Iteration 25Q: 3 clusters Score -7782496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -7782502.000000 Penalty: 5284.598633
	Iteration 26Q: 3 clusters Score -7782502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -7782497.500000 Penalty: 5284.598633
	Iteration 27Q: 3 clusters Score -7782498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -7782496.000000 Penalty: 5284.598633
	Iteration 28Q: 3 clusters Score -7782496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -7782495.000000 Penalty: 5284.598633
	Iteration 29Q: 3 clusters Score -7782495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -7782495.000000 Penalty: 5284.598633
	Iteration 30F: 3 clusters Score -7782495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Entering Unmasked Estep 
Score: -6573733.000000 Penalty: 2598.248535
	Iteration 0F: 2 clusters Score -6573733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -6549722.500000 Penalty: 5196.497070
	Iteration 0F: 3 clusters Score -6549722 nChanged 16119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -6558349.000000 Penalty: 5196.497070
	Iteration 1F: 3 clusters Score -6558349 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -6558724.000000 Penalty: 5196.497070
	Iteration 2Q: 3 clusters Score -6558724 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -6559043.500000 Penalty: 5196.497070
	Iteration 3Q: 3 clusters Score -6559044 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -6559335.500000 Penalty: 5196.497070
	Iteration 4Q: 3 clusters Score -6559336 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -6559643.000000 Penalty: 5196.497070
	Iteration 5Q: 3 clusters Score -6559643 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -6559932.000000 Penalty: 5196.497070
	Iteration 6Q: 3 clusters Score -6559932 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -6560290.000000 Penalty: 5196.497070
	Iteration 7Q: 3 clusters Score -6560290 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -6560758.000000 Penalty: 5196.497070
	Iteration 8Q: 3 clusters Score -6560758 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -6561421.500000 Penalty: 5196.497070
	Iteration 9Q: 3 clusters Score -6561422 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -6562353.000000 Penalty: 5196.497070
	Iteration 10Q: 3 clusters Score -6562353 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -6563817.000000 Penalty: 5196.497070
	Iteration 11F: 3 clusters Score -6563817 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -6565612.500000 Penalty: 5196.497070
	Iteration 12F: 3 clusters Score -6565612 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -6567649.000000 Penalty: 5196.497070
	Iteration 13F: 3 clusters Score -6567649 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6569412.500000 Penalty: 5196.497070
	Iteration 14F: 3 clusters Score -6569412 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6570494.000000 Penalty: 5196.497070
	Iteration 15Q: 3 clusters Score -6570494 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6570980.500000 Penalty: 5196.497070
	Iteration 16Q: 3 clusters Score -6570980 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6571184.000000 Penalty: 5196.497070
	Iteration 17Q: 3 clusters Score -6571184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6571277.500000 Penalty: 5196.497070
	Iteration 18Q: 3 clusters Score -6571278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6571336.500000 Penalty: 5196.497070
	Iteration 19Q: 3 clusters Score -6571336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6571368.500000 Penalty: 5196.497070
	Iteration 20F: 3 clusters Score -6571368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6571385.000000 Penalty: 5196.497070
	Iteration 21Q: 3 clusters Score -6571385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6571390.000000 Penalty: 5196.497070
	Iteration 22Q: 3 clusters Score -6571390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6571393.000000 Penalty: 5196.497070
	Iteration 23Q: 3 clusters Score -6571393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6571397.000000 Penalty: 5196.497070
	Iteration 24Q: 3 clusters Score -6571397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6571397.000000 Penalty: 5196.497070
	Iteration 25F: 3 clusters Score -6571397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Entering Unmasked Estep 
Score: -6047740.000000 Penalty: 2576.935791
	Iteration 0F: 2 clusters Score -6047740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -6025617.000000 Penalty: 5153.871582
	Iteration 0F: 3 clusters Score -6025617 nChanged 14720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -6033609.500000 Penalty: 5153.871582
	Iteration 1F: 3 clusters Score -6033610 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -6034353.000000 Penalty: 5153.871582
	Iteration 2Q: 3 clusters Score -6034353 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -6035321.500000 Penalty: 5153.871582
	Iteration 3Q: 3 clusters Score -6035322 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -6036393.000000 Penalty: 5153.871582
	Iteration 4F: 3 clusters Score -6036393 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -6037452.500000 Penalty: 5153.871582
	Iteration 5F: 3 clusters Score -6037452 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -6038491.000000 Penalty: 5153.871582
	Iteration 6F: 3 clusters Score -6038491 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -6039700.500000 Penalty: 5153.871582
	Iteration 7F: 3 clusters Score -6039700 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -6041229.000000 Penalty: 5153.871582
	Iteration 8F: 3 clusters Score -6041229 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -6043166.000000 Penalty: 5153.871582
	Iteration 9F: 3 clusters Score -6043166 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -6044764.000000 Penalty: 5153.871582
	Iteration 10F: 3 clusters Score -6044764 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -6045563.500000 Penalty: 5153.871582
	Iteration 11Q: 3 clusters Score -6045564 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -6045918.500000 Penalty: 5153.871582
	Iteration 12Q: 3 clusters Score -6045918 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -6046103.000000 Penalty: 5153.871582
	Iteration 13Q: 3 clusters Score -6046103 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -6046191.500000 Penalty: 5153.871582
	Iteration 14Q: 3 clusters Score -6046192 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -6046251.500000 Penalty: 5153.871582
	Iteration 15Q: 3 clusters Score -6046252 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -6046268.500000 Penalty: 5153.871582
	Iteration 16Q: 3 clusters Score -6046268 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -6046277.000000 Penalty: 5153.871582
	Iteration 17Q: 3 clusters Score -6046277 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -6046310.500000 Penalty: 5153.871582
	Iteration 18Q: 3 clusters Score -6046310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -6046320.000000 Penalty: 5153.871582
	Iteration 19Q: 3 clusters Score -6046320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -6046318.000000 Penalty: 5153.871582
	Iteration 20F: 3 clusters Score -6046318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -6046343.500000 Penalty: 5153.871582
	Iteration 21Q: 3 clusters Score -6046344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -6046364.000000 Penalty: 5153.871582
	Iteration 22Q: 3 clusters Score -6046364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -6046369.000000 Penalty: 5153.871582
	Iteration 23Q: 3 clusters Score -6046369 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -6046363.000000 Penalty: 5153.871582
	Iteration 24Q: 3 clusters Score -6046363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -6046363.500000 Penalty: 5153.871582
	Iteration 25Q: 3 clusters Score -6046364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -6046356.000000 Penalty: 5153.871582
	Iteration 26Q: 3 clusters Score -6046356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -6046351.000000 Penalty: 5153.871582
	Iteration 27Q: 3 clusters Score -6046351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -6046357.500000 Penalty: 5153.871582
	Iteration 28Q: 3 clusters Score -6046358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -6046352.500000 Penalty: 5153.871582
	Iteration 29Q: 3 clusters Score -6046352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -6046357.000000 Penalty: 5153.871582
	Iteration 30Q: 3 clusters Score -6046357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -6046349.500000 Penalty: 5153.871582
	Iteration 31Q: 3 clusters Score -6046350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -6046365.500000 Penalty: 5153.871582
	Iteration 32Q: 3 clusters Score -6046366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -6046359.500000 Penalty: 5153.871582
	Iteration 33Q: 3 clusters Score -6046360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -6046369.000000 Penalty: 5153.871582
	Iteration 34Q: 3 clusters Score -6046369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -6046380.000000 Penalty: 5153.871582
	Iteration 35Q: 3 clusters Score -6046380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -6046397.000000 Penalty: 5153.871582
	Iteration 36Q: 3 clusters Score -6046397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -6046407.000000 Penalty: 5153.871582
	Iteration 37Q: 3 clusters Score -6046407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -6046410.500000 Penalty: 5153.871582
	Iteration 38Q: 3 clusters Score -6046410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -6046422.000000 Penalty: 5153.871582
	Iteration 39Q: 3 clusters Score -6046422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -6046419.500000 Penalty: 5153.871582
	Iteration 40F: 3 clusters Score -6046420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -6046417.500000 Penalty: 5153.871582
	Iteration 41Q: 3 clusters Score -6046418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -6046438.000000 Penalty: 5153.871582
	Iteration 42Q: 3 clusters Score -6046438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -6046431.000000 Penalty: 5153.871582
	Iteration 43Q: 3 clusters Score -6046431 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -6046436.000000 Penalty: 5153.871582
	Iteration 44Q: 3 clusters Score -6046436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -6046447.000000 Penalty: 5153.871582
	Iteration 45Q: 3 clusters Score -6046447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -6046443.500000 Penalty: 5153.871582
	Iteration 46Q: 3 clusters Score -6046444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -6046451.500000 Penalty: 5153.871582
	Iteration 47Q: 3 clusters Score -6046452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -6046455.500000 Penalty: 5153.871582
	Iteration 48Q: 3 clusters Score -6046456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -6046441.000000 Penalty: 5153.871582
	Iteration 49Q: 3 clusters Score -6046441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -6046445.500000 Penalty: 5153.871582
	Iteration 50Q: 3 clusters Score -6046446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -6046448.500000 Penalty: 5153.871582
	Iteration 51Q: 3 clusters Score -6046448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -6046453.500000 Penalty: 5153.871582
	Iteration 52Q: 3 clusters Score -6046454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -6046460.000000 Penalty: 5153.871582
	Iteration 53Q: 3 clusters Score -6046460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -6046458.000000 Penalty: 5153.871582
	Iteration 54Q: 3 clusters Score -6046458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -6046460.000000 Penalty: 5153.871582
	Iteration 55Q: 3 clusters Score -6046460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -6046461.000000 Penalty: 5153.871582
	Iteration 56Q: 3 clusters Score -6046461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -6046461.000000 Penalty: 5153.871582
	Iteration 57Q: 3 clusters Score -6046461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -6046456.000000 Penalty: 5153.871582
	Iteration 58Q: 3 clusters Score -6046456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -6046449.000000 Penalty: 5153.871582
	Iteration 59Q: 3 clusters Score -6046449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -6046450.500000 Penalty: 5153.871582
	Iteration 60F: 3 clusters Score -6046450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -6046455.000000 Penalty: 5153.871582
	Iteration 61Q: 3 clusters Score -6046455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -6046464.000000 Penalty: 5153.871582
	Iteration 62Q: 3 clusters Score -6046464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -6046458.500000 Penalty: 5153.871582
	Iteration 63Q: 3 clusters Score -6046458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -6046462.500000 Penalty: 5153.871582
	Iteration 64Q: 3 clusters Score -6046462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -6046466.000000 Penalty: 5153.871582
	Iteration 65Q: 3 clusters Score -6046466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -6046460.500000 Penalty: 5153.871582
	Iteration 66Q: 3 clusters Score -6046460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -6046469.500000 Penalty: 5153.871582
	Iteration 67Q: 3 clusters Score -6046470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -6046476.000000 Penalty: 5153.871582
	Iteration 68Q: 3 clusters Score -6046476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -6046482.000000 Penalty: 5153.871582
	Iteration 69Q: 3 clusters Score -6046482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -6046478.500000 Penalty: 5153.871582
	Iteration 70Q: 3 clusters Score -6046478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -6046486.000000 Penalty: 5153.871582
	Iteration 71Q: 3 clusters Score -6046486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -6046497.500000 Penalty: 5153.871582
	Iteration 72Q: 3 clusters Score -6046498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -6046494.000000 Penalty: 5153.871582
	Iteration 73Q: 3 clusters Score -6046494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -6046496.500000 Penalty: 5153.871582
	Iteration 74Q: 3 clusters Score -6046496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -6046500.000000 Penalty: 5153.871582
	Iteration 75Q: 3 clusters Score -6046500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -6046499.500000 Penalty: 5153.871582
	Iteration 76Q: 3 clusters Score -6046500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -6046499.500000 Penalty: 5153.871582
	Iteration 77Q: 3 clusters Score -6046500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -6046493.000000 Penalty: 5153.871582
	Iteration 78Q: 3 clusters Score -6046493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -6046496.000000 Penalty: 5153.871582
	Iteration 79Q: 3 clusters Score -6046496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -6046487.500000 Penalty: 5153.871582
	Iteration 80F: 3 clusters Score -6046488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -6046490.500000 Penalty: 5153.871582
	Iteration 81Q: 3 clusters Score -6046490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -6046491.500000 Penalty: 5153.871582
	Iteration 82Q: 3 clusters Score -6046492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -6046493.000000 Penalty: 5153.871582
	Iteration 83Q: 3 clusters Score -6046493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -6046493.500000 Penalty: 5153.871582
	Iteration 84Q: 3 clusters Score -6046494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -6046495.000000 Penalty: 5153.871582
	Iteration 85Q: 3 clusters Score -6046495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -6046495.500000 Penalty: 5153.871582
	Iteration 86Q: 3 clusters Score -6046496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -6046499.500000 Penalty: 5153.871582
	Iteration 87Q: 3 clusters Score -6046500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -6046497.000000 Penalty: 5153.871582
	Iteration 88Q: 3 clusters Score -6046497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -6046494.000000 Penalty: 5153.871582
	Iteration 89Q: 3 clusters Score -6046494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -6046495.500000 Penalty: 5153.871582
	Iteration 90Q: 3 clusters Score -6046496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -6046495.000000 Penalty: 5153.871582
	Iteration 91Q: 3 clusters Score -6046495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -6046499.500000 Penalty: 5153.871582
	Iteration 92Q: 3 clusters Score -6046500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -6046497.500000 Penalty: 5153.871582
	Iteration 93Q: 3 clusters Score -6046498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -6046500.000000 Penalty: 5153.871582
	Iteration 94Q: 3 clusters Score -6046500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -6046501.000000 Penalty: 5153.871582
	Iteration 95Q: 3 clusters Score -6046501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -6046497.000000 Penalty: 5153.871582
	Iteration 96Q: 3 clusters Score -6046497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -6046497.000000 Penalty: 5153.871582
	Iteration 97F: 3 clusters Score -6046497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Entering Unmasked Estep 
Score: -5121257.500000 Penalty: 2534.599121
	Iteration 0F: 2 clusters Score -5121258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -5102409.000000 Penalty: 5069.198242
	Iteration 0F: 3 clusters Score -5102409 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -5108995.000000 Penalty: 5069.198242
	Iteration 1F: 3 clusters Score -5108995 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -5109477.500000 Penalty: 5069.198242
	Iteration 2Q: 3 clusters Score -5109478 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -5109930.500000 Penalty: 5069.198242
	Iteration 3Q: 3 clusters Score -5109930 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -5110496.500000 Penalty: 5069.198242
	Iteration 4Q: 3 clusters Score -5110496 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -5111168.500000 Penalty: 5069.198242
	Iteration 5F: 3 clusters Score -5111168 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -5112068.500000 Penalty: 5069.198242
	Iteration 6F: 3 clusters Score -5112068 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5113223.000000 Penalty: 5069.198242
	Iteration 7F: 3 clusters Score -5113223 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5114777.500000 Penalty: 5069.198242
	Iteration 8F: 3 clusters Score -5114778 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5116350.500000 Penalty: 5069.198242
	Iteration 9F: 3 clusters Score -5116350 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5117593.000000 Penalty: 5069.198242
	Iteration 10Q: 3 clusters Score -5117593 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5118258.000000 Penalty: 5069.198242
	Iteration 11Q: 3 clusters Score -5118258 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5118577.000000 Penalty: 5069.198242
	Iteration 12Q: 3 clusters Score -5118577 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5118753.000000 Penalty: 5069.198242
	Iteration 13Q: 3 clusters Score -5118753 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5118863.000000 Penalty: 5069.198242
	Iteration 14Q: 3 clusters Score -5118863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5118908.500000 Penalty: 5069.198242
	Iteration 15Q: 3 clusters Score -5118908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5118969.000000 Penalty: 5069.198242
	Iteration 16Q: 3 clusters Score -5118969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5118994.000000 Penalty: 5069.198242
	Iteration 17Q: 3 clusters Score -5118994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5119005.500000 Penalty: 5069.198242
	Iteration 18Q: 3 clusters Score -5119006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5119026.500000 Penalty: 5069.198242
	Iteration 19Q: 3 clusters Score -5119026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5119022.000000 Penalty: 5069.198242
	Iteration 20F: 3 clusters Score -5119022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5119024.500000 Penalty: 5069.198242
	Iteration 21Q: 3 clusters Score -5119024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5119026.000000 Penalty: 5069.198242
	Iteration 22Q: 3 clusters Score -5119026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5119028.500000 Penalty: 5069.198242
	Iteration 23Q: 3 clusters Score -5119028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5119028.500000 Penalty: 5069.198242
	Iteration 24F: 3 clusters Score -5119028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -128630.312500 Penalty: 1719.971924
	Iteration 0F: 2 clusters Score -128630.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -126828.875000 Penalty: 3439.943848
	Iteration 0F: 3 clusters Score -126828.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127491.242188 Penalty: 3439.943848
	Iteration 1F: 3 clusters Score -127491.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127836.343750 Penalty: 3439.943848
	Iteration 2F: 3 clusters Score -127836.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128109.992188 Penalty: 3439.943848
	Iteration 3F: 3 clusters Score -128110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -128318.937500 Penalty: 3439.943848
	Iteration 4F: 3 clusters Score -128318.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -128517.601562 Penalty: 3439.943848
	Iteration 5Q: 3 clusters Score -128517.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128642.828125 Penalty: 3439.943848
	Iteration 6Q: 3 clusters Score -128642.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128735.398438 Penalty: 3439.943848
	Iteration 7Q: 3 clusters Score -128735.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128803.218750 Penalty: 3439.943848
	Iteration 8Q: 3 clusters Score -128803.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -128847.609375 Penalty: 3439.943848
	Iteration 9Q: 3 clusters Score -128847.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128911.125000 Penalty: 3439.943848
	Iteration 10Q: 3 clusters Score -128911.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128947.093750 Penalty: 3439.943848
	Iteration 11Q: 3 clusters Score -128947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -128979.507812 Penalty: 3439.943848
	Iteration 12Q: 3 clusters Score -128979.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -129000.859375 Penalty: 3439.943848
	Iteration 13Q: 3 clusters Score -129000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -129019.906250 Penalty: 3439.943848
	Iteration 14Q: 3 clusters Score -129019.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -129039.398438 Penalty: 3439.943848
	Iteration 15Q: 3 clusters Score -129039.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129065.562500 Penalty: 3439.943848
	Iteration 16Q: 3 clusters Score -129065.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -129089.937500 Penalty: 3439.943848
	Iteration 17Q: 3 clusters Score -129089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -129098.796875 Penalty: 3439.943848
	Iteration 18Q: 3 clusters Score -129098.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -129104.015625 Penalty: 3439.943848
	Iteration 19Q: 3 clusters Score -129104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -129107.140625 Penalty: 3439.943848
	Iteration 20F: 3 clusters Score -129107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -129114.375000 Penalty: 3439.943848
	Iteration 21Q: 3 clusters Score -129114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -129122.250000 Penalty: 3439.943848
	Iteration 22Q: 3 clusters Score -129122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129129.257812 Penalty: 3439.943848
	Iteration 23Q: 3 clusters Score -129129.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129142.296875 Penalty: 3439.943848
	Iteration 24Q: 3 clusters Score -129142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129152.406250 Penalty: 3439.943848
	Iteration 25Q: 3 clusters Score -129152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129168.046875 Penalty: 3439.943848
	Iteration 26Q: 3 clusters Score -129168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129173.914062 Penalty: 3439.943848
	Iteration 27Q: 3 clusters Score -129173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -129180.023438 Penalty: 3439.943848
	Iteration 28Q: 3 clusters Score -129180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -129193.414062 Penalty: 3439.943848
	Iteration 29Q: 3 clusters Score -129193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -129195.890625 Penalty: 3439.943848
	Iteration 30Q: 3 clusters Score -129195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129197.375000 Penalty: 3439.943848
	Iteration 31Q: 3 clusters Score -129197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -129201.851562 Penalty: 3439.943848
	Iteration 32Q: 3 clusters Score -129201.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -129203.171875 Penalty: 3439.943848
	Iteration 33Q: 3 clusters Score -129203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -129203.867188 Penalty: 3439.943848
	Iteration 34Q: 3 clusters Score -129203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -129204.726562 Penalty: 3439.943848
	Iteration 35Q: 3 clusters Score -129204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -129207.039062 Penalty: 3439.943848
	Iteration 36Q: 3 clusters Score -129207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -129207.039062 Penalty: 3439.943848
	Iteration 37F: 3 clusters Score -129207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42368 members 
Mstep: Class 4 contains 30049 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 41819 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 42380 members 
Mstep: Class 11 contains 35483 members 
Mstep: Class 12 contains 32561 members 
Mstep: Class 13 contains 27451 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 41707 members 
Mstep: Class 16 contains 43269 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 52667 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 5223 members 
Mstep: Class 21 contains 39359 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34918 members 
Mstep: Class 24 contains 37305 members 
Mstep: Class 25 contains 42943 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
Score: -106723784.000000 Penalty: 85624.171875
Splitting cluster 14 changes total score from -106723952.000000 to -106723784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (41707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Entering Unmasked Estep 
Score: -7778837.500000 Penalty: 2638.329102
	Iteration 0F: 2 clusters Score -7778838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -7750807.000000 Penalty: 5276.658203
	Iteration 0F: 3 clusters Score -7750807 nChanged 19149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -7761524.000000 Penalty: 5276.658203
	Iteration 1F: 3 clusters Score -7761524 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -7762029.000000 Penalty: 5276.658203
	Iteration 2Q: 3 clusters Score -7762029 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -7762452.000000 Penalty: 5276.658203
	Iteration 3Q: 3 clusters Score -7762452 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -7762896.500000 Penalty: 5276.658203
	Iteration 4Q: 3 clusters Score -7762896 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -7763410.000000 Penalty: 5276.658203
	Iteration 5Q: 3 clusters Score -7763410 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -7764005.500000 Penalty: 5276.658203
	Iteration 6Q: 3 clusters Score -7764006 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -7764800.500000 Penalty: 5276.658203
	Iteration 7Q: 3 clusters Score -7764800 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -7765903.500000 Penalty: 5276.658203
	Iteration 8Q: 3 clusters Score -7765904 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -7767302.500000 Penalty: 5276.658203
	Iteration 9F: 3 clusters Score -7767302 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -7769028.000000 Penalty: 5276.658203
	Iteration 10F: 3 clusters Score -7769028 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -7770777.000000 Penalty: 5276.658203
	Iteration 11F: 3 clusters Score -7770777 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -7771937.500000 Penalty: 5276.658203
	Iteration 12Q: 3 clusters Score -7771938 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -7772660.500000 Penalty: 5276.658203
	Iteration 13Q: 3 clusters Score -7772660 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -7773136.500000 Penalty: 5276.658203
	Iteration 14Q: 3 clusters Score -7773136 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -7773493.000000 Penalty: 5276.658203
	Iteration 15Q: 3 clusters Score -7773493 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -7773769.000000 Penalty: 5276.658203
	Iteration 16Q: 3 clusters Score -7773769 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -7774028.500000 Penalty: 5276.658203
	Iteration 17Q: 3 clusters Score -7774028 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -7774270.000000 Penalty: 5276.658203
	Iteration 18Q: 3 clusters Score -7774270 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -7774504.000000 Penalty: 5276.658203
	Iteration 19Q: 3 clusters Score -7774504 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -7774754.500000 Penalty: 5276.658203
	Iteration 20F: 3 clusters Score -7774754 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -7775003.000000 Penalty: 5276.658203
	Iteration 21Q: 3 clusters Score -7775003 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7775186.000000 Penalty: 5276.658203
	Iteration 22Q: 3 clusters Score -7775186 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -7775348.000000 Penalty: 5276.658203
	Iteration 23Q: 3 clusters Score -7775348 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -7775533.000000 Penalty: 5276.658203
	Iteration 24Q: 3 clusters Score -7775533 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -7775677.500000 Penalty: 5276.658203
	Iteration 25Q: 3 clusters Score -7775678 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -7775793.000000 Penalty: 5276.658203
	Iteration 26Q: 3 clusters Score -7775793 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -7775897.000000 Penalty: 5276.658203
	Iteration 27Q: 3 clusters Score -7775897 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -7775975.500000 Penalty: 5276.658203
	Iteration 28Q: 3 clusters Score -7775976 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -7776054.000000 Penalty: 5276.658203
	Iteration 29Q: 3 clusters Score -7776054 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7776107.500000 Penalty: 5276.658203
	Iteration 30Q: 3 clusters Score -7776108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -7776186.000000 Penalty: 5276.658203
	Iteration 31Q: 3 clusters Score -7776186 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -7776256.500000 Penalty: 5276.658203
	Iteration 32Q: 3 clusters Score -7776256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -7776294.500000 Penalty: 5276.658203
	Iteration 33Q: 3 clusters Score -7776294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -7776319.000000 Penalty: 5276.658203
	Iteration 34Q: 3 clusters Score -7776319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -7776357.000000 Penalty: 5276.658203
	Iteration 35Q: 3 clusters Score -7776357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -7776392.000000 Penalty: 5276.658203
	Iteration 36Q: 3 clusters Score -7776392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -7776422.000000 Penalty: 5276.658203
	Iteration 37Q: 3 clusters Score -7776422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -7776436.500000 Penalty: 5276.658203
	Iteration 38Q: 3 clusters Score -7776436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -7776466.000000 Penalty: 5276.658203
	Iteration 39Q: 3 clusters Score -7776466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -7776484.500000 Penalty: 5276.658203
	Iteration 40F: 3 clusters Score -7776484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -7776487.500000 Penalty: 5276.658203
	Iteration 41Q: 3 clusters Score -7776488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -7776496.500000 Penalty: 5276.658203
	Iteration 42Q: 3 clusters Score -7776496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -7776487.000000 Penalty: 5276.658203
	Iteration 43Q: 3 clusters Score -7776487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -7776507.500000 Penalty: 5276.658203
	Iteration 44Q: 3 clusters Score -7776508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -7776515.500000 Penalty: 5276.658203
	Iteration 45Q: 3 clusters Score -7776516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -7776523.500000 Penalty: 5276.658203
	Iteration 46Q: 3 clusters Score -7776524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -7776525.500000 Penalty: 5276.658203
	Iteration 47Q: 3 clusters Score -7776526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -7776542.500000 Penalty: 5276.658203
	Iteration 48Q: 3 clusters Score -7776542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -7776544.500000 Penalty: 5276.658203
	Iteration 49Q: 3 clusters Score -7776544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -7776550.500000 Penalty: 5276.658203
	Iteration 50Q: 3 clusters Score -7776550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -7776551.000000 Penalty: 5276.658203
	Iteration 51Q: 3 clusters Score -7776551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -7776554.000000 Penalty: 5276.658203
	Iteration 52Q: 3 clusters Score -7776554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -7776554.000000 Penalty: 5276.658203
	Iteration 53F: 3 clusters Score -7776554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Entering Unmasked Estep 
Score: -7946901.000000 Penalty: 2647.447510
	Iteration 0F: 2 clusters Score -7946901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -7917784.000000 Penalty: 5294.895020
	Iteration 0F: 3 clusters Score -7917784 nChanged 19897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -7928747.500000 Penalty: 5294.895020
	Iteration 1F: 3 clusters Score -7928748 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -7929188.500000 Penalty: 5294.895020
	Iteration 2Q: 3 clusters Score -7929188 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -7929568.500000 Penalty: 5294.895020
	Iteration 3Q: 3 clusters Score -7929568 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -7929930.500000 Penalty: 5294.895020
	Iteration 4Q: 3 clusters Score -7929930 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -7930354.500000 Penalty: 5294.895020
	Iteration 5Q: 3 clusters Score -7930354 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7930895.000000 Penalty: 5294.895020
	Iteration 6Q: 3 clusters Score -7930895 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -7931697.000000 Penalty: 5294.895020
	Iteration 7Q: 3 clusters Score -7931697 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -7933033.000000 Penalty: 5294.895020
	Iteration 8F: 3 clusters Score -7933033 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -7935087.000000 Penalty: 5294.895020
	Iteration 9F: 3 clusters Score -7935087 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -7938094.000000 Penalty: 5294.895020
	Iteration 10F: 3 clusters Score -7938094 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -7941405.000000 Penalty: 5294.895020
	Iteration 11F: 3 clusters Score -7941405 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -7943110.500000 Penalty: 5294.895020
	Iteration 12F: 3 clusters Score -7943110 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -7943701.500000 Penalty: 5294.895020
	Iteration 13Q: 3 clusters Score -7943702 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -7943934.500000 Penalty: 5294.895020
	Iteration 14Q: 3 clusters Score -7943934 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -7944191.000000 Penalty: 5294.895020
	Iteration 15Q: 3 clusters Score -7944191 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -7944291.500000 Penalty: 5294.895020
	Iteration 16Q: 3 clusters Score -7944292 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -7944438.500000 Penalty: 5294.895020
	Iteration 17Q: 3 clusters Score -7944438 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -7944518.500000 Penalty: 5294.895020
	Iteration 18Q: 3 clusters Score -7944518 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -7944535.000000 Penalty: 5294.895020
	Iteration 19Q: 3 clusters Score -7944535 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -7944615.000000 Penalty: 5294.895020
	Iteration 20F: 3 clusters Score -7944615 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -7944683.000000 Penalty: 5294.895020
	Iteration 21Q: 3 clusters Score -7944683 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -7944732.500000 Penalty: 5294.895020
	Iteration 22Q: 3 clusters Score -7944732 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -7944762.500000 Penalty: 5294.895020
	Iteration 23Q: 3 clusters Score -7944762 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -7944806.500000 Penalty: 5294.895020
	Iteration 24Q: 3 clusters Score -7944806 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -7944865.500000 Penalty: 5294.895020
	Iteration 25Q: 3 clusters Score -7944866 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -7944866.000000 Penalty: 5294.895020
	Iteration 26Q: 3 clusters Score -7944866 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -7944898.500000 Penalty: 5294.895020
	Iteration 27Q: 3 clusters Score -7944898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -7944913.000000 Penalty: 5294.895020
	Iteration 28Q: 3 clusters Score -7944913 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -7944958.500000 Penalty: 5294.895020
	Iteration 29Q: 3 clusters Score -7944958 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -7944951.000000 Penalty: 5294.895020
	Iteration 30Q: 3 clusters Score -7944951 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -7944974.500000 Penalty: 5294.895020
	Iteration 31Q: 3 clusters Score -7944974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -7944989.500000 Penalty: 5294.895020
	Iteration 32Q: 3 clusters Score -7944990 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -7944994.000000 Penalty: 5294.895020
	Iteration 33Q: 3 clusters Score -7944994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -7945006.000000 Penalty: 5294.895020
	Iteration 34Q: 3 clusters Score -7945006 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -7945009.500000 Penalty: 5294.895020
	Iteration 35Q: 3 clusters Score -7945010 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -7945037.000000 Penalty: 5294.895020
	Iteration 36Q: 3 clusters Score -7945037 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -7945061.500000 Penalty: 5294.895020
	Iteration 37Q: 3 clusters Score -7945062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -7945046.000000 Penalty: 5294.895020
	Iteration 38Q: 3 clusters Score -7945046 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -7945070.000000 Penalty: 5294.895020
	Iteration 39Q: 3 clusters Score -7945070 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -7945088.000000 Penalty: 5294.895020
	Iteration 40F: 3 clusters Score -7945088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -7945085.500000 Penalty: 5294.895020
	Iteration 41Q: 3 clusters Score -7945086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -7945098.000000 Penalty: 5294.895020
	Iteration 42Q: 3 clusters Score -7945098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -7945121.000000 Penalty: 5294.895020
	Iteration 43Q: 3 clusters Score -7945121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -7945130.500000 Penalty: 5294.895020
	Iteration 44Q: 3 clusters Score -7945130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -7945148.000000 Penalty: 5294.895020
	Iteration 45Q: 3 clusters Score -7945148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -7945149.500000 Penalty: 5294.895020
	Iteration 46Q: 3 clusters Score -7945150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -7945157.500000 Penalty: 5294.895020
	Iteration 47Q: 3 clusters Score -7945158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -7945154.000000 Penalty: 5294.895020
	Iteration 48Q: 3 clusters Score -7945154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -7945146.500000 Penalty: 5294.895020
	Iteration 49Q: 3 clusters Score -7945146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -7945137.000000 Penalty: 5294.895020
	Iteration 50Q: 3 clusters Score -7945137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -7945143.000000 Penalty: 5294.895020
	Iteration 51Q: 3 clusters Score -7945143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -7945147.000000 Penalty: 5294.895020
	Iteration 52Q: 3 clusters Score -7945147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -7945156.500000 Penalty: 5294.895020
	Iteration 53Q: 3 clusters Score -7945156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -7945158.000000 Penalty: 5294.895020
	Iteration 54Q: 3 clusters Score -7945158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -7945153.500000 Penalty: 5294.895020
	Iteration 55Q: 3 clusters Score -7945154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -7945153.500000 Penalty: 5294.895020
	Iteration 56Q: 3 clusters Score -7945154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -7945152.000000 Penalty: 5294.895020
	Iteration 57Q: 3 clusters Score -7945152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -7945145.000000 Penalty: 5294.895020
	Iteration 58Q: 3 clusters Score -7945145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -7945144.000000 Penalty: 5294.895020
	Iteration 59Q: 3 clusters Score -7945144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -7945151.500000 Penalty: 5294.895020
	Iteration 60F: 3 clusters Score -7945152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -7945143.500000 Penalty: 5294.895020
	Iteration 61Q: 3 clusters Score -7945144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -7945151.500000 Penalty: 5294.895020
	Iteration 62Q: 3 clusters Score -7945152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -7945153.000000 Penalty: 5294.895020
	Iteration 63Q: 3 clusters Score -7945153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -7945151.500000 Penalty: 5294.895020
	Iteration 64Q: 3 clusters Score -7945152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -7945146.000000 Penalty: 5294.895020
	Iteration 65Q: 3 clusters Score -7945146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -7945139.500000 Penalty: 5294.895020
	Iteration 66Q: 3 clusters Score -7945140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -7945148.500000 Penalty: 5294.895020
	Iteration 67Q: 3 clusters Score -7945148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -7945152.000000 Penalty: 5294.895020
	Iteration 68Q: 3 clusters Score -7945152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -7945151.000000 Penalty: 5294.895020
	Iteration 69Q: 3 clusters Score -7945151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -7945144.000000 Penalty: 5294.895020
	Iteration 70Q: 3 clusters Score -7945144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -7945142.500000 Penalty: 5294.895020
	Iteration 71Q: 3 clusters Score -7945142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -7945136.500000 Penalty: 5294.895020
	Iteration 72Q: 3 clusters Score -7945136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -7945139.500000 Penalty: 5294.895020
	Iteration 73Q: 3 clusters Score -7945140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -7945138.500000 Penalty: 5294.895020
	Iteration 74Q: 3 clusters Score -7945138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -7945143.000000 Penalty: 5294.895020
	Iteration 75Q: 3 clusters Score -7945143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -7945143.000000 Penalty: 5294.895020
	Iteration 76Q: 3 clusters Score -7945143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -7945142.500000 Penalty: 5294.895020
	Iteration 77Q: 3 clusters Score -7945142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -7945143.500000 Penalty: 5294.895020
	Iteration 78Q: 3 clusters Score -7945144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -7945138.000000 Penalty: 5294.895020
	Iteration 79Q: 3 clusters Score -7945138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -7945134.500000 Penalty: 5294.895020
	Iteration 80F: 3 clusters Score -7945134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -7945136.500000 Penalty: 5294.895020
	Iteration 81Q: 3 clusters Score -7945136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -7945124.000000 Penalty: 5294.895020
	Iteration 82Q: 3 clusters Score -7945124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -7945132.500000 Penalty: 5294.895020
	Iteration 83Q: 3 clusters Score -7945132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -7945129.000000 Penalty: 5294.895020
	Iteration 84Q: 3 clusters Score -7945129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -7945130.000000 Penalty: 5294.895020
	Iteration 85Q: 3 clusters Score -7945130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -7945131.500000 Penalty: 5294.895020
	Iteration 86Q: 3 clusters Score -7945132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -7945133.000000 Penalty: 5294.895020
	Iteration 87Q: 3 clusters Score -7945133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -7945134.000000 Penalty: 5294.895020
	Iteration 88Q: 3 clusters Score -7945134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -7945133.500000 Penalty: 5294.895020
	Iteration 89Q: 3 clusters Score -7945134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -7945132.000000 Penalty: 5294.895020
	Iteration 90Q: 3 clusters Score -7945132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -7945132.000000 Penalty: 5294.895020
	Iteration 91F: 3 clusters Score -7945132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -434585.437500 Penalty: 1942.437866
	Iteration 0F: 2 clusters Score -434585.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -431676.843750 Penalty: 3884.875732
	Iteration 0F: 3 clusters Score -431676.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -432440.125000 Penalty: 3884.875732
	Iteration 1F: 3 clusters Score -432440.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -432839.968750 Penalty: 3884.875732
	Iteration 2F: 3 clusters Score -432840 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -433201.937500 Penalty: 3884.875732
	Iteration 3F: 3 clusters Score -433201.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -433474.843750 Penalty: 3884.875732
	Iteration 4F: 3 clusters Score -433474.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -433639.125000 Penalty: 3884.875732
	Iteration 5Q: 3 clusters Score -433639.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -433774.781250 Penalty: 3884.875732
	Iteration 6Q: 3 clusters Score -433774.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -433878.812500 Penalty: 3884.875732
	Iteration 7Q: 3 clusters Score -433878.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -433948.531250 Penalty: 3884.875732
	Iteration 8Q: 3 clusters Score -433948.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -434006.406250 Penalty: 3884.875732
	Iteration 9Q: 3 clusters Score -434006.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -434060.750000 Penalty: 3884.875732
	Iteration 10Q: 3 clusters Score -434060.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -434125.406250 Penalty: 3884.875732
	Iteration 11Q: 3 clusters Score -434125.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -434147.531250 Penalty: 3884.875732
	Iteration 12Q: 3 clusters Score -434147.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -434158.968750 Penalty: 3884.875732
	Iteration 13Q: 3 clusters Score -434159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -434166.468750 Penalty: 3884.875732
	Iteration 14Q: 3 clusters Score -434166.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -434171.125000 Penalty: 3884.875732
	Iteration 15Q: 3 clusters Score -434171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -434172.968750 Penalty: 3884.875732
	Iteration 16Q: 3 clusters Score -434173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -434174.968750 Penalty: 3884.875732
	Iteration 17Q: 3 clusters Score -434175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -434177.062500 Penalty: 3884.875732
	Iteration 18Q: 3 clusters Score -434177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -434179.500000 Penalty: 3884.875732
	Iteration 19Q: 3 clusters Score -434179.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -434183.875000 Penalty: 3884.875732
	Iteration 20F: 3 clusters Score -434183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -434185.375000 Penalty: 3884.875732
	Iteration 21Q: 3 clusters Score -434185.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -434186.750000 Penalty: 3884.875732
	Iteration 22Q: 3 clusters Score -434186.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -434188.250000 Penalty: 3884.875732
	Iteration 23Q: 3 clusters Score -434188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -434193.625000 Penalty: 3884.875732
	Iteration 24Q: 3 clusters Score -434193.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -434196.125000 Penalty: 3884.875732
	Iteration 25Q: 3 clusters Score -434196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -434198.250000 Penalty: 3884.875732
	Iteration 26Q: 3 clusters Score -434198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -434200.562500 Penalty: 3884.875732
	Iteration 27Q: 3 clusters Score -434200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -434201.406250 Penalty: 3884.875732
	Iteration 28Q: 3 clusters Score -434201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -434201.281250 Penalty: 3884.875732
	Iteration 29Q: 3 clusters Score -434201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -434202.500000 Penalty: 3884.875732
	Iteration 30Q: 3 clusters Score -434202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -434202.843750 Penalty: 3884.875732
	Iteration 31Q: 3 clusters Score -434202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -434204.093750 Penalty: 3884.875732
	Iteration 32Q: 3 clusters Score -434204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -434204.093750 Penalty: 3884.875732
	Iteration 33F: 3 clusters Score -434204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Entering Unmasked Estep 
Score: -9841008.000000 Penalty: 2696.192627
	Iteration 0F: 2 clusters Score -9841008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -9813038.000000 Penalty: 5392.385254
	Iteration 0F: 3 clusters Score -9813038 nChanged 24454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -9826405.000000 Penalty: 5392.385254
	Iteration 1F: 3 clusters Score -9826405 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -9826818.000000 Penalty: 5392.385254
	Iteration 2Q: 3 clusters Score -9826818 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -9827239.000000 Penalty: 5392.385254
	Iteration 3Q: 3 clusters Score -9827239 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -9827592.000000 Penalty: 5392.385254
	Iteration 4Q: 3 clusters Score -9827592 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -9827947.000000 Penalty: 5392.385254
	Iteration 5Q: 3 clusters Score -9827947 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -9828408.000000 Penalty: 5392.385254
	Iteration 6Q: 3 clusters Score -9828408 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -9828933.000000 Penalty: 5392.385254
	Iteration 7Q: 3 clusters Score -9828933 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -9829453.000000 Penalty: 5392.385254
	Iteration 8Q: 3 clusters Score -9829453 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -9830142.000000 Penalty: 5392.385254
	Iteration 9Q: 3 clusters Score -9830142 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -9831181.000000 Penalty: 5392.385254
	Iteration 10Q: 3 clusters Score -9831181 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -9832661.000000 Penalty: 5392.385254
	Iteration 11Q: 3 clusters Score -9832661 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -9834668.000000 Penalty: 5392.385254
	Iteration 12F: 3 clusters Score -9834668 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -9836802.000000 Penalty: 5392.385254
	Iteration 13F: 3 clusters Score -9836802 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -9838366.000000 Penalty: 5392.385254
	Iteration 14Q: 3 clusters Score -9838366 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -9839227.000000 Penalty: 5392.385254
	Iteration 15Q: 3 clusters Score -9839227 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -9839831.000000 Penalty: 5392.385254
	Iteration 16Q: 3 clusters Score -9839831 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -9840236.000000 Penalty: 5392.385254
	Iteration 17Q: 3 clusters Score -9840236 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -9840594.000000 Penalty: 5392.385254
	Iteration 18Q: 3 clusters Score -9840594 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -9841061.000000 Penalty: 5392.385254
	Iteration 19Q: 3 clusters Score -9841061 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -9841523.000000 Penalty: 5392.385254
	Iteration 20F: 3 clusters Score -9841523 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -9842045.000000 Penalty: 5392.385254
	Iteration 21Q: 3 clusters Score -9842045 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -9842535.000000 Penalty: 5392.385254
	Iteration 22Q: 3 clusters Score -9842535 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -9842946.000000 Penalty: 5392.385254
	Iteration 23Q: 3 clusters Score -9842946 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -9843233.000000 Penalty: 5392.385254
	Iteration 24Q: 3 clusters Score -9843233 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -9843543.000000 Penalty: 5392.385254
	Iteration 25Q: 3 clusters Score -9843543 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -9843767.000000 Penalty: 5392.385254
	Iteration 26Q: 3 clusters Score -9843767 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -9844001.000000 Penalty: 5392.385254
	Iteration 27Q: 3 clusters Score -9844001 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -9844089.000000 Penalty: 5392.385254
	Iteration 28Q: 3 clusters Score -9844089 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -9844170.000000 Penalty: 5392.385254
	Iteration 29Q: 3 clusters Score -9844170 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -9844144.000000 Penalty: 5392.385254
	Iteration 30Q: 3 clusters Score -9844144 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -9844207.000000 Penalty: 5392.385254
	Iteration 31Q: 3 clusters Score -9844207 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -9844203.000000 Penalty: 5392.385254
	Iteration 32Q: 3 clusters Score -9844203 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -9844125.000000 Penalty: 5392.385254
	Iteration 33Q: 3 clusters Score -9844125 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -9844158.000000 Penalty: 5392.385254
	Iteration 34Q: 3 clusters Score -9844158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -9844187.000000 Penalty: 5392.385254
	Iteration 35Q: 3 clusters Score -9844187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -9844179.000000 Penalty: 5392.385254
	Iteration 36Q: 3 clusters Score -9844179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -9844187.000000 Penalty: 5392.385254
	Iteration 37Q: 3 clusters Score -9844187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -9844213.000000 Penalty: 5392.385254
	Iteration 38Q: 3 clusters Score -9844213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -9844191.000000 Penalty: 5392.385254
	Iteration 39Q: 3 clusters Score -9844191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -9844230.000000 Penalty: 5392.385254
	Iteration 40F: 3 clusters Score -9844230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -9844236.000000 Penalty: 5392.385254
	Iteration 41Q: 3 clusters Score -9844236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -9844256.000000 Penalty: 5392.385254
	Iteration 42Q: 3 clusters Score -9844256 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -9844234.000000 Penalty: 5392.385254
	Iteration 43Q: 3 clusters Score -9844234 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -9844235.000000 Penalty: 5392.385254
	Iteration 44Q: 3 clusters Score -9844235 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -9844279.000000 Penalty: 5392.385254
	Iteration 45Q: 3 clusters Score -9844279 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9844280.000000 Penalty: 5392.385254
	Iteration 46Q: 3 clusters Score -9844280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -9844272.000000 Penalty: 5392.385254
	Iteration 47Q: 3 clusters Score -9844272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -9844262.000000 Penalty: 5392.385254
	Iteration 48Q: 3 clusters Score -9844262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -9844269.000000 Penalty: 5392.385254
	Iteration 49Q: 3 clusters Score -9844269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -9844274.000000 Penalty: 5392.385254
	Iteration 50Q: 3 clusters Score -9844274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -9844260.000000 Penalty: 5392.385254
	Iteration 51Q: 3 clusters Score -9844260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -9844251.000000 Penalty: 5392.385254
	Iteration 52Q: 3 clusters Score -9844251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -9844239.000000 Penalty: 5392.385254
	Iteration 53Q: 3 clusters Score -9844239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -9844239.000000 Penalty: 5392.385254
	Iteration 54Q: 3 clusters Score -9844239 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -9844238.000000 Penalty: 5392.385254
	Iteration 55Q: 3 clusters Score -9844238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -9844231.000000 Penalty: 5392.385254
	Iteration 56Q: 3 clusters Score -9844231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -9844218.000000 Penalty: 5392.385254
	Iteration 57Q: 3 clusters Score -9844218 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -9844213.000000 Penalty: 5392.385254
	Iteration 58Q: 3 clusters Score -9844213 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -9844228.000000 Penalty: 5392.385254
	Iteration 59Q: 3 clusters Score -9844228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -9844234.000000 Penalty: 5392.385254
	Iteration 60F: 3 clusters Score -9844234 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -9844225.000000 Penalty: 5392.385254
	Iteration 61Q: 3 clusters Score -9844225 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -9844222.000000 Penalty: 5392.385254
	Iteration 62Q: 3 clusters Score -9844222 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -9844199.000000 Penalty: 5392.385254
	Iteration 63Q: 3 clusters Score -9844199 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -9844217.000000 Penalty: 5392.385254
	Iteration 64Q: 3 clusters Score -9844217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -9844211.000000 Penalty: 5392.385254
	Iteration 65Q: 3 clusters Score -9844211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -9844202.000000 Penalty: 5392.385254
	Iteration 66Q: 3 clusters Score -9844202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -9844206.000000 Penalty: 5392.385254
	Iteration 67Q: 3 clusters Score -9844206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -9844200.000000 Penalty: 5392.385254
	Iteration 68Q: 3 clusters Score -9844200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -9844195.000000 Penalty: 5392.385254
	Iteration 69Q: 3 clusters Score -9844195 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -9844206.000000 Penalty: 5392.385254
	Iteration 70Q: 3 clusters Score -9844206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -9844229.000000 Penalty: 5392.385254
	Iteration 71Q: 3 clusters Score -9844229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -9844244.000000 Penalty: 5392.385254
	Iteration 72Q: 3 clusters Score -9844244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -9844235.000000 Penalty: 5392.385254
	Iteration 73Q: 3 clusters Score -9844235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -9844227.000000 Penalty: 5392.385254
	Iteration 74Q: 3 clusters Score -9844227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -9844227.000000 Penalty: 5392.385254
	Iteration 75Q: 3 clusters Score -9844227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -9844242.000000 Penalty: 5392.385254
	Iteration 76Q: 3 clusters Score -9844242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -9844242.000000 Penalty: 5392.385254
	Iteration 77Q: 3 clusters Score -9844242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -9844268.000000 Penalty: 5392.385254
	Iteration 78Q: 3 clusters Score -9844268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -9844273.000000 Penalty: 5392.385254
	Iteration 79Q: 3 clusters Score -9844273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -9844256.000000 Penalty: 5392.385254
	Iteration 80F: 3 clusters Score -9844256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -9844248.000000 Penalty: 5392.385254
	Iteration 81Q: 3 clusters Score -9844248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -9844233.000000 Penalty: 5392.385254
	Iteration 82Q: 3 clusters Score -9844233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -9844247.000000 Penalty: 5392.385254
	Iteration 83Q: 3 clusters Score -9844247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -9844242.000000 Penalty: 5392.385254
	Iteration 84Q: 3 clusters Score -9844242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -9844245.000000 Penalty: 5392.385254
	Iteration 85Q: 3 clusters Score -9844245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -9844240.000000 Penalty: 5392.385254
	Iteration 86Q: 3 clusters Score -9844240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -9844243.000000 Penalty: 5392.385254
	Iteration 87Q: 3 clusters Score -9844243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -9844250.000000 Penalty: 5392.385254
	Iteration 88Q: 3 clusters Score -9844250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -9844237.000000 Penalty: 5392.385254
	Iteration 89Q: 3 clusters Score -9844237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -9844231.000000 Penalty: 5392.385254
	Iteration 90Q: 3 clusters Score -9844231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -9844236.000000 Penalty: 5392.385254
	Iteration 91Q: 3 clusters Score -9844236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -9844232.000000 Penalty: 5392.385254
	Iteration 92Q: 3 clusters Score -9844232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -9844220.000000 Penalty: 5392.385254
	Iteration 93Q: 3 clusters Score -9844220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -9844203.000000 Penalty: 5392.385254
	Iteration 94Q: 3 clusters Score -9844203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -9844221.000000 Penalty: 5392.385254
	Iteration 95Q: 3 clusters Score -9844221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -9844224.000000 Penalty: 5392.385254
	Iteration 96Q: 3 clusters Score -9844224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -9844227.000000 Penalty: 5392.385254
	Iteration 97Q: 3 clusters Score -9844227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -9844206.000000 Penalty: 5392.385254
	Iteration 98Q: 3 clusters Score -9844206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -9844224.000000 Penalty: 5392.385254
	Iteration 99Q: 3 clusters Score -9844224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -9844205.000000 Penalty: 5392.385254
	Iteration 100F: 3 clusters Score -9844205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -9844191.000000 Penalty: 5392.385254
	Iteration 101Q: 3 clusters Score -9844191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -9844198.000000 Penalty: 5392.385254
	Iteration 102Q: 3 clusters Score -9844198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -9844202.000000 Penalty: 5392.385254
	Iteration 103Q: 3 clusters Score -9844202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -9844218.000000 Penalty: 5392.385254
	Iteration 104Q: 3 clusters Score -9844218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -9844217.000000 Penalty: 5392.385254
	Iteration 105Q: 3 clusters Score -9844217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -9844221.000000 Penalty: 5392.385254
	Iteration 106Q: 3 clusters Score -9844221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -9844221.000000 Penalty: 5392.385254
	Iteration 107Q: 3 clusters Score -9844221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -9844221.000000 Penalty: 5392.385254
	Iteration 108Q: 3 clusters Score -9844221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -9844209.000000 Penalty: 5392.385254
	Iteration 109Q: 3 clusters Score -9844209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -9844213.000000 Penalty: 5392.385254
	Iteration 110Q: 3 clusters Score -9844213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -9844214.000000 Penalty: 5392.385254
	Iteration 111Q: 3 clusters Score -9844214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -9844213.000000 Penalty: 5392.385254
	Iteration 112Q: 3 clusters Score -9844213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -9844214.000000 Penalty: 5392.385254
	Iteration 113Q: 3 clusters Score -9844214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -9844215.000000 Penalty: 5392.385254
	Iteration 114Q: 3 clusters Score -9844215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -9844225.000000 Penalty: 5392.385254
	Iteration 115Q: 3 clusters Score -9844225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -9844207.000000 Penalty: 5392.385254
	Iteration 116Q: 3 clusters Score -9844207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -9844222.000000 Penalty: 5392.385254
	Iteration 117Q: 3 clusters Score -9844222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -9844225.000000 Penalty: 5392.385254
	Iteration 118Q: 3 clusters Score -9844225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -9844230.000000 Penalty: 5392.385254
	Iteration 119Q: 3 clusters Score -9844230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -9844222.000000 Penalty: 5392.385254
	Iteration 120F: 3 clusters Score -9844222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -9844220.000000 Penalty: 5392.385254
	Iteration 121Q: 3 clusters Score -9844220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -9844219.000000 Penalty: 5392.385254
	Iteration 122Q: 3 clusters Score -9844219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -9844211.000000 Penalty: 5392.385254
	Iteration 123Q: 3 clusters Score -9844211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -9844192.000000 Penalty: 5392.385254
	Iteration 124Q: 3 clusters Score -9844192 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -9844173.000000 Penalty: 5392.385254
	Iteration 125Q: 3 clusters Score -9844173 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -9844149.000000 Penalty: 5392.385254
	Iteration 126Q: 3 clusters Score -9844149 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -9844180.000000 Penalty: 5392.385254
	Iteration 127Q: 3 clusters Score -9844180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -9844183.000000 Penalty: 5392.385254
	Iteration 128Q: 3 clusters Score -9844183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9844165.000000 Penalty: 5392.385254
	Iteration 129Q: 3 clusters Score -9844165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -9844172.000000 Penalty: 5392.385254
	Iteration 130Q: 3 clusters Score -9844172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -9844177.000000 Penalty: 5392.385254
	Iteration 131Q: 3 clusters Score -9844177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -9844177.000000 Penalty: 5392.385254
	Iteration 132Q: 3 clusters Score -9844177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -9844181.000000 Penalty: 5392.385254
	Iteration 133Q: 3 clusters Score -9844181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -9844185.000000 Penalty: 5392.385254
	Iteration 134Q: 3 clusters Score -9844185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -9844185.000000 Penalty: 5392.385254
	Iteration 135Q: 3 clusters Score -9844185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -9844187.000000 Penalty: 5392.385254
	Iteration 136Q: 3 clusters Score -9844187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -9844179.000000 Penalty: 5392.385254
	Iteration 137Q: 3 clusters Score -9844179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -9844176.000000 Penalty: 5392.385254
	Iteration 138Q: 3 clusters Score -9844176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -9844177.000000 Penalty: 5392.385254
	Iteration 139Q: 3 clusters Score -9844177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -9844175.000000 Penalty: 5392.385254
	Iteration 140F: 3 clusters Score -9844175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -9844152.000000 Penalty: 5392.385254
	Iteration 141Q: 3 clusters Score -9844152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -9844144.000000 Penalty: 5392.385254
	Iteration 142Q: 3 clusters Score -9844144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -9844161.000000 Penalty: 5392.385254
	Iteration 143Q: 3 clusters Score -9844161 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -9844167.000000 Penalty: 5392.385254
	Iteration 144Q: 3 clusters Score -9844167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -9844154.000000 Penalty: 5392.385254
	Iteration 145Q: 3 clusters Score -9844154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -9844158.000000 Penalty: 5392.385254
	Iteration 146Q: 3 clusters Score -9844158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -9844145.000000 Penalty: 5392.385254
	Iteration 147Q: 3 clusters Score -9844145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -9844156.000000 Penalty: 5392.385254
	Iteration 148Q: 3 clusters Score -9844156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -9844157.000000 Penalty: 5392.385254
	Iteration 149Q: 3 clusters Score -9844157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -9844157.000000 Penalty: 5392.385254
	Iteration 150F: 3 clusters Score -9844157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42368 members 
Mstep: Class 4 contains 30049 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 41819 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 42380 members 
Mstep: Class 11 contains 35483 members 
Mstep: Class 12 contains 32561 members 
Mstep: Class 13 contains 27451 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 41707 members 
Mstep: Class 16 contains 43269 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 27892 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 5223 members 
Mstep: Class 21 contains 39359 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34918 members 
Mstep: Class 24 contains 37305 members 
Mstep: Class 25 contains 42943 members 
Mstep: Class 26 contains 24775 members 
Entering Unmasked Estep 
Score: -106727512.000000 Penalty: 85624.171875
Splitting cluster 18 changes total score from -106723952.000000 to -106727512.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -41410.554688 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -41410.55 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 252 members 
Entering Unmasked Estep 
Score: -40363.011719 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -40363.01 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40636.273438 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -40636.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40735.402344 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -40735.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40793.933594 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -40793.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40835.878906 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -40835.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40862.105469 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -40862.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40877.761719 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -40877.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40880.339844 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -40880.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40882.125000 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -40882.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40882.125000 Penalty: 3067.337891
	Iteration 9F: 3 clusters Score -40882.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -969438.375000 Penalty: 2123.085205
	Iteration 0F: 2 clusters Score -969438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -964813.625000 Penalty: 4246.170410
	Iteration 0F: 3 clusters Score -964813.6 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -965909.750000 Penalty: 4246.170410
	Iteration 1F: 3 clusters Score -965909.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -966086.312500 Penalty: 4246.170410
	Iteration 2F: 3 clusters Score -966086.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -966191.187500 Penalty: 4246.170410
	Iteration 3Q: 3 clusters Score -966191.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -966266.437500 Penalty: 4246.170410
	Iteration 4Q: 3 clusters Score -966266.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -966318.812500 Penalty: 4246.170410
	Iteration 5Q: 3 clusters Score -966318.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -966350.250000 Penalty: 4246.170410
	Iteration 6Q: 3 clusters Score -966350.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -966380.875000 Penalty: 4246.170410
	Iteration 7Q: 3 clusters Score -966380.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -966399.937500 Penalty: 4246.170410
	Iteration 8Q: 3 clusters Score -966399.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -966414.687500 Penalty: 4246.170410
	Iteration 9Q: 3 clusters Score -966414.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -966422.812500 Penalty: 4246.170410
	Iteration 10Q: 3 clusters Score -966422.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -966436.250000 Penalty: 4246.170410
	Iteration 11Q: 3 clusters Score -966436.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -966448.812500 Penalty: 4246.170410
	Iteration 12Q: 3 clusters Score -966448.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -966460.437500 Penalty: 4246.170410
	Iteration 13Q: 3 clusters Score -966460.4 nChanged 35
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: -966468.625000 Penalty: 4246.170410
	Iteration 14Q: 3 clusters Score -966468.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -966476.687500 Penalty: 4246.170410
	Iteration 15Q: 3 clusters Score -966476.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -966481.562500 Penalty: 4246.170410
	Iteration 16Q: 3 clusters Score -966481.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -966487.312500 Penalty: 4246.170410
	Iteration 17Q: 3 clusters Score -966487.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -966497.875000 Penalty: 4246.170410
	Iteration 18Q: 3 clusters Score -966497.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -966512.312500 Penalty: 4246.170410
	Iteration 19Q: 3 clusters Score -966512.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -966525.375000 Penalty: 4246.170410
	Iteration 20F: 3 clusters Score -966525.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -966537.750000 Penalty: 4246.170410
	Iteration 21Q: 3 clusters Score -966537.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -966550.312500 Penalty: 4246.170410
	Iteration 22Q: 3 clusters Score -966550.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -966561.687500 Penalty: 4246.170410
	Iteration 23Q: 3 clusters Score -966561.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -966580.250000 Penalty: 4246.170410
	Iteration 24Q: 3 clusters Score -966580.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -966600.625000 Penalty: 4246.170410
	Iteration 25Q: 3 clusters Score -966600.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -966619.562500 Penalty: 4246.170410
	Iteration 26Q: 3 clusters Score -966619.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -966647.312500 Penalty: 4246.170410
	Iteration 27Q: 3 clusters Score -966647.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -966677.062500 Penalty: 4246.170410
	Iteration 28Q: 3 clusters Score -966677.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -966707.437500 Penalty: 4246.170410
	Iteration 29Q: 3 clusters Score -966707.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -966744.500000 Penalty: 4246.170410
	Iteration 30Q: 3 clusters Score -966744.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -966779.500000 Penalty: 4246.170410
	Iteration 31Q: 3 clusters Score -966779.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -966812.750000 Penalty: 4246.170410
	Iteration 32Q: 3 clusters Score -966812.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -966849.000000 Penalty: 4246.170410
	Iteration 33Q: 3 clusters Score -966849 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -966886.875000 Penalty: 4246.170410
	Iteration 34Q: 3 clusters Score -966886.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -966937.937500 Penalty: 4246.170410
	Iteration 35Q: 3 clusters Score -966937.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -967010.875000 Penalty: 4246.170410
	Iteration 36Q: 3 clusters Score -967010.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -967082.062500 Penalty: 4246.170410
	Iteration 37Q: 3 clusters Score -967082.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -967163.750000 Penalty: 4246.170410
	Iteration 38Q: 3 clusters Score -967163.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -967258.875000 Penalty: 4246.170410
	Iteration 39Q: 3 clusters Score -967258.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -967355.937500 Penalty: 4246.170410
	Iteration 40F: 3 clusters Score -967355.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -967427.375000 Penalty: 4246.170410
	Iteration 41Q: 3 clusters Score -967427.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -967492.562500 Penalty: 4246.170410
	Iteration 42Q: 3 clusters Score -967492.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -967567.875000 Penalty: 4246.170410
	Iteration 43Q: 3 clusters Score -967567.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -967635.812500 Penalty: 4246.170410
	Iteration 44Q: 3 clusters Score -967635.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -967683.562500 Penalty: 4246.170410
	Iteration 45Q: 3 clusters Score -967683.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -967717.125000 Penalty: 4246.170410
	Iteration 46Q: 3 clusters Score -967717.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -967740.062500 Penalty: 4246.170410
	Iteration 47Q: 3 clusters Score -967740.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -967770.250000 Penalty: 4246.170410
	Iteration 48Q: 3 clusters Score -967770.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -967793.750000 Penalty: 4246.170410
	Iteration 49Q: 3 clusters Score -967793.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -967809.312500 Penalty: 4246.170410
	Iteration 50Q: 3 clusters Score -967809.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -967816.312500 Penalty: 4246.170410
	Iteration 51Q: 3 clusters Score -967816.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -967821.062500 Penalty: 4246.170410
	Iteration 52Q: 3 clusters Score -967821.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -967828.687500 Penalty: 4246.170410
	Iteration 53Q: 3 clusters Score -967828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -967831.500000 Penalty: 4246.170410
	Iteration 54Q: 3 clusters Score -967831.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -967836.562500 Penalty: 4246.170410
	Iteration 55Q: 3 clusters Score -967836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -967837.312500 Penalty: 4246.170410
	Iteration 56Q: 3 clusters Score -967837.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -967843.937500 Penalty: 4246.170410
	Iteration 57Q: 3 clusters Score -967843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -967850.312500 Penalty: 4246.170410
	Iteration 58Q: 3 clusters Score -967850.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -967854.187500 Penalty: 4246.170410
	Iteration 59Q: 3 clusters Score -967854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -967856.000000 Penalty: 4246.170410
	Iteration 60F: 3 clusters Score -967856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -967859.625000 Penalty: 4246.170410
	Iteration 61Q: 3 clusters Score -967859.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -967859.625000 Penalty: 4246.170410
	Iteration 62F: 3 clusters Score -967859.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Entering Unmasked Estep 
Score: -7401825.500000 Penalty: 2623.958984
	Iteration 0F: 2 clusters Score -7401826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -7375391.000000 Penalty: 5247.917969
	Iteration 0F: 3 clusters Score -7375391 nChanged 18047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -7385403.500000 Penalty: 5247.917969
	Iteration 1F: 3 clusters Score -7385404 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -7385815.500000 Penalty: 5247.917969
	Iteration 2Q: 3 clusters Score -7385816 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -7386215.500000 Penalty: 5247.917969
	Iteration 3Q: 3 clusters Score -7386216 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -7386605.000000 Penalty: 5247.917969
	Iteration 4Q: 3 clusters Score -7386605 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -7387067.500000 Penalty: 5247.917969
	Iteration 5Q: 3 clusters Score -7387068 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -7387847.500000 Penalty: 5247.917969
	Iteration 6Q: 3 clusters Score -7387848 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -7388823.500000 Penalty: 5247.917969
	Iteration 7Q: 3 clusters Score -7388824 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -7390202.500000 Penalty: 5247.917969
	Iteration 8F: 3 clusters Score -7390202 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -7392059.500000 Penalty: 5247.917969
	Iteration 9F: 3 clusters Score -7392060 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -7394105.500000 Penalty: 5247.917969
	Iteration 10F: 3 clusters Score -7394106 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7396103.500000 Penalty: 5247.917969
	Iteration 11F: 3 clusters Score -7396104 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7397546.000000 Penalty: 5247.917969
	Iteration 12Q: 3 clusters Score -7397546 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -7398511.000000 Penalty: 5247.917969
	Iteration 13Q: 3 clusters Score -7398511 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7399001.000000 Penalty: 5247.917969
	Iteration 14Q: 3 clusters Score -7399001 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7399253.500000 Penalty: 5247.917969
	Iteration 15Q: 3 clusters Score -7399254 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7399392.500000 Penalty: 5247.917969
	Iteration 16Q: 3 clusters Score -7399392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7399474.000000 Penalty: 5247.917969
	Iteration 17Q: 3 clusters Score -7399474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7399517.500000 Penalty: 5247.917969
	Iteration 18Q: 3 clusters Score -7399518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7399546.500000 Penalty: 5247.917969
	Iteration 19Q: 3 clusters Score -7399546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7399557.500000 Penalty: 5247.917969
	Iteration 20F: 3 clusters Score -7399558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7399568.500000 Penalty: 5247.917969
	Iteration 21Q: 3 clusters Score -7399568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7399574.000000 Penalty: 5247.917969
	Iteration 22Q: 3 clusters Score -7399574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7399563.500000 Penalty: 5247.917969
	Iteration 23Q: 3 clusters Score -7399564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7399563.500000 Penalty: 5247.917969
	Iteration 24F: 3 clusters Score -7399564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -60142.007812 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -60142.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -58989.093750 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -58989.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -59121.085938 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -59121.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -59159.027344 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -59159.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -59168.167969 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -59168.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -59179.718750 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -59179.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -59180.906250 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -59180.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -59180.906250 Penalty: 2793.081055
	Iteration 6F: 3 clusters Score -59180.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Entering Unmasked Estep 
Score: -6522957.000000 Penalty: 2594.268066
	Iteration 0F: 2 clusters Score -6522957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -6499221.500000 Penalty: 5188.536133
	Iteration 0F: 3 clusters Score -6499222 nChanged 15866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -6507823.000000 Penalty: 5188.536133
	Iteration 1F: 3 clusters Score -6507823 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -6508275.000000 Penalty: 5188.536133
	Iteration 2Q: 3 clusters Score -6508275 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -6508673.000000 Penalty: 5188.536133
	Iteration 3Q: 3 clusters Score -6508673 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -6508944.000000 Penalty: 5188.536133
	Iteration 4Q: 3 clusters Score -6508944 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -6509333.000000 Penalty: 5188.536133
	Iteration 5Q: 3 clusters Score -6509333 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -6509734.000000 Penalty: 5188.536133
	Iteration 6Q: 3 clusters Score -6509734 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -6510249.000000 Penalty: 5188.536133
	Iteration 7Q: 3 clusters Score -6510249 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -6511036.000000 Penalty: 5188.536133
	Iteration 8Q: 3 clusters Score -6511036 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -6512332.500000 Penalty: 5188.536133
	Iteration 9F: 3 clusters Score -6512332 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -6514075.500000 Penalty: 5188.536133
	Iteration 10F: 3 clusters Score -6514076 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -6516291.000000 Penalty: 5188.536133
	Iteration 11F: 3 clusters Score -6516291 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6518175.500000 Penalty: 5188.536133
	Iteration 12F: 3 clusters Score -6518176 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -6519428.000000 Penalty: 5188.536133
	Iteration 13Q: 3 clusters Score -6519428 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -6520082.000000 Penalty: 5188.536133
	Iteration 14Q: 3 clusters Score -6520082 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -6520361.500000 Penalty: 5188.536133
	Iteration 15Q: 3 clusters Score -6520362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -6520504.500000 Penalty: 5188.536133
	Iteration 16Q: 3 clusters Score -6520504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -6520564.500000 Penalty: 5188.536133
	Iteration 17Q: 3 clusters Score -6520564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -6520602.000000 Penalty: 5188.536133
	Iteration 18Q: 3 clusters Score -6520602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -6520614.000000 Penalty: 5188.536133
	Iteration 19Q: 3 clusters Score -6520614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -6520621.000000 Penalty: 5188.536133
	Iteration 20F: 3 clusters Score -6520621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -6520642.500000 Penalty: 5188.536133
	Iteration 21Q: 3 clusters Score -6520642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -6520655.500000 Penalty: 5188.536133
	Iteration 22Q: 3 clusters Score -6520656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -6520658.500000 Penalty: 5188.536133
	Iteration 23Q: 3 clusters Score -6520658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -6520657.000000 Penalty: 5188.536133
	Iteration 24Q: 3 clusters Score -6520657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -6520655.500000 Penalty: 5188.536133
	Iteration 25Q: 3 clusters Score -6520656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -6520656.000000 Penalty: 5188.536133
	Iteration 26Q: 3 clusters Score -6520656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -6520659.000000 Penalty: 5188.536133
	Iteration 27Q: 3 clusters Score -6520659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -6520660.500000 Penalty: 5188.536133
	Iteration 28Q: 3 clusters Score -6520660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -6520660.500000 Penalty: 5188.536133
	Iteration 29F: 3 clusters Score -6520660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Entering Unmasked Estep 
Score: -6977561.000000 Penalty: 2610.666748
	Iteration 0F: 2 clusters Score -6977561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -6952237.500000 Penalty: 5221.333496
	Iteration 0F: 3 clusters Score -6952238 nChanged 16948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -6961448.000000 Penalty: 5221.333496
	Iteration 1F: 3 clusters Score -6961448 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -6961877.000000 Penalty: 5221.333496
	Iteration 2Q: 3 clusters Score -6961877 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -6962236.500000 Penalty: 5221.333496
	Iteration 3Q: 3 clusters Score -6962236 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -6962553.500000 Penalty: 5221.333496
	Iteration 4Q: 3 clusters Score -6962554 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -6962926.500000 Penalty: 5221.333496
	Iteration 5Q: 3 clusters Score -6962926 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -6963298.500000 Penalty: 5221.333496
	Iteration 6Q: 3 clusters Score -6963298 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -6963711.500000 Penalty: 5221.333496
	Iteration 7Q: 3 clusters Score -6963712 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -6964272.500000 Penalty: 5221.333496
	Iteration 8Q: 3 clusters Score -6964272 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -6965093.500000 Penalty: 5221.333496
	Iteration 9Q: 3 clusters Score -6965094 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -6966182.500000 Penalty: 5221.333496
	Iteration 10F: 3 clusters Score -6966182 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -6967760.500000 Penalty: 5221.333496
	Iteration 11F: 3 clusters Score -6967760 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -6969678.500000 Penalty: 5221.333496
	Iteration 12F: 3 clusters Score -6969678 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -6971389.000000 Penalty: 5221.333496
	Iteration 13F: 3 clusters Score -6971389 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -6972773.500000 Penalty: 5221.333496
	Iteration 14Q: 3 clusters Score -6972774 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6973738.500000 Penalty: 5221.333496
	Iteration 15Q: 3 clusters Score -6973738 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6974348.500000 Penalty: 5221.333496
	Iteration 16Q: 3 clusters Score -6974348 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6974723.500000 Penalty: 5221.333496
	Iteration 17Q: 3 clusters Score -6974724 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6974899.000000 Penalty: 5221.333496
	Iteration 18Q: 3 clusters Score -6974899 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6975013.000000 Penalty: 5221.333496
	Iteration 19Q: 3 clusters Score -6975013 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6975100.000000 Penalty: 5221.333496
	Iteration 20F: 3 clusters Score -6975100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6975148.000000 Penalty: 5221.333496
	Iteration 21Q: 3 clusters Score -6975148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6975186.000000 Penalty: 5221.333496
	Iteration 22Q: 3 clusters Score -6975186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6975220.500000 Penalty: 5221.333496
	Iteration 23Q: 3 clusters Score -6975220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6975227.000000 Penalty: 5221.333496
	Iteration 24Q: 3 clusters Score -6975227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6975238.000000 Penalty: 5221.333496
	Iteration 25Q: 3 clusters Score -6975238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6975244.500000 Penalty: 5221.333496
	Iteration 26Q: 3 clusters Score -6975244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6975257.000000 Penalty: 5221.333496
	Iteration 27Q: 3 clusters Score -6975257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6975260.500000 Penalty: 5221.333496
	Iteration 28Q: 3 clusters Score -6975260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6975265.500000 Penalty: 5221.333496
	Iteration 29Q: 3 clusters Score -6975266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6975264.500000 Penalty: 5221.333496
	Iteration 30Q: 3 clusters Score -6975264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6975275.000000 Penalty: 5221.333496
	Iteration 31Q: 3 clusters Score -6975275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6975275.000000 Penalty: 5221.333496
	Iteration 32F: 3 clusters Score -6975275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Entering Unmasked Estep 
Score: -8005633.000000 Penalty: 2645.572021
	Iteration 0F: 2 clusters Score -8005633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -7977097.000000 Penalty: 5291.144043
	Iteration 0F: 3 clusters Score -7977097 nChanged 19603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -7987776.000000 Penalty: 5291.144043
	Iteration 1F: 3 clusters Score -7987776 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -7988187.500000 Penalty: 5291.144043
	Iteration 2Q: 3 clusters Score -7988188 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -7988508.000000 Penalty: 5291.144043
	Iteration 3Q: 3 clusters Score -7988508 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -7988778.500000 Penalty: 5291.144043
	Iteration 4Q: 3 clusters Score -7988778 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -7989055.000000 Penalty: 5291.144043
	Iteration 5Q: 3 clusters Score -7989055 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -7989266.500000 Penalty: 5291.144043
	Iteration 6Q: 3 clusters Score -7989266 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -7989533.500000 Penalty: 5291.144043
	Iteration 7Q: 3 clusters Score -7989534 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -7989810.500000 Penalty: 5291.144043
	Iteration 8Q: 3 clusters Score -7989810 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -7990105.000000 Penalty: 5291.144043
	Iteration 9Q: 3 clusters Score -7990105 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -7990517.000000 Penalty: 5291.144043
	Iteration 10Q: 3 clusters Score -7990517 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -7991006.000000 Penalty: 5291.144043
	Iteration 11Q: 3 clusters Score -7991006 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -7991628.500000 Penalty: 5291.144043
	Iteration 12Q: 3 clusters Score -7991628 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -7992753.000000 Penalty: 5291.144043
	Iteration 13Q: 3 clusters Score -7992753 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -7994202.000000 Penalty: 5291.144043
	Iteration 14F: 3 clusters Score -7994202 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -7996295.500000 Penalty: 5291.144043
	Iteration 15F: 3 clusters Score -7996296 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -7998532.000000 Penalty: 5291.144043
	Iteration 16F: 3 clusters Score -7998532 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8000540.500000 Penalty: 5291.144043
	Iteration 17F: 3 clusters Score -8000540 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8001929.500000 Penalty: 5291.144043
	Iteration 18Q: 3 clusters Score -8001930 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8002666.000000 Penalty: 5291.144043
	Iteration 19Q: 3 clusters Score -8002666 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8002970.500000 Penalty: 5291.144043
	Iteration 20F: 3 clusters Score -8002970 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8003145.000000 Penalty: 5291.144043
	Iteration 21Q: 3 clusters Score -8003145 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8003216.000000 Penalty: 5291.144043
	Iteration 22Q: 3 clusters Score -8003216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8003273.500000 Penalty: 5291.144043
	Iteration 23Q: 3 clusters Score -8003274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8003290.000000 Penalty: 5291.144043
	Iteration 24Q: 3 clusters Score -8003290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8003308.000000 Penalty: 5291.144043
	Iteration 25Q: 3 clusters Score -8003308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8003321.000000 Penalty: 5291.144043
	Iteration 26Q: 3 clusters Score -8003321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8003334.500000 Penalty: 5291.144043
	Iteration 27Q: 3 clusters Score -8003334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8003330.000000 Penalty: 5291.144043
	Iteration 28Q: 3 clusters Score -8003330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8003337.500000 Penalty: 5291.144043
	Iteration 29Q: 3 clusters Score -8003338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8003340.000000 Penalty: 5291.144043
	Iteration 30Q: 3 clusters Score -8003340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8003346.000000 Penalty: 5291.144043
	Iteration 31Q: 3 clusters Score -8003346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8003346.000000 Penalty: 5291.144043
	Iteration 32F: 3 clusters Score -8003346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42368 members 
Mstep: Class 4 contains 30049 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 41819 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 12696 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 42380 members 
Mstep: Class 11 contains 35483 members 
Mstep: Class 12 contains 32561 members 
Mstep: Class 13 contains 27451 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 41707 members 
Mstep: Class 16 contains 43269 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 27892 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 5223 members 
Mstep: Class 21 contains 39359 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34918 members 
Mstep: Class 24 contains 37305 members 
Mstep: Class 25 contains 42943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106729056.000000 Penalty: 85624.171875
Iteration 359Q: 27 clusters Score -1.067291e+08 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 42166 members 
Mstep: Class 4 contains 30024 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 41991 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 12235 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 42213 members 
Mstep: Class 11 contains 35127 members 
Mstep: Class 12 contains 32653 members 
Mstep: Class 13 contains 27127 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 41943 members 
Mstep: Class 16 contains 43203 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 28945 members 
Mstep: Class 19 contains 484 members 
Mstep: Class 20 contains 5230 members 
Mstep: Class 21 contains 39965 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35303 members 
Mstep: Class 24 contains 37941 members 
Mstep: Class 25 contains 42465 members 
Mstep: Class 26 contains 23764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106730584.000000 Penalty: 85624.171875
Iteration 360F: 27 clusters Score -1.067306e+08 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 41720 members 
Mstep: Class 4 contains 29988 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 41828 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 11680 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 41879 members 
Mstep: Class 11 contains 34581 members 
Mstep: Class 12 contains 32741 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 41937 members 
Mstep: Class 16 contains 43026 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 29406 members 
Mstep: Class 19 contains 483 members 
Mstep: Class 20 contains 5228 members 
Mstep: Class 21 contains 39840 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35617 members 
Mstep: Class 24 contains 38503 members 
Mstep: Class 25 contains 42094 members 
Mstep: Class 26 contains 25513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106731288.000000 Penalty: 85624.171875
Iteration 361Q: 27 clusters Score -1.067313e+08 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 41384 members 
Mstep: Class 4 contains 29970 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 41733 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 41585 members 
Mstep: Class 11 contains 33979 members 
Mstep: Class 12 contains 32867 members 
Mstep: Class 13 contains 26623 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 41905 members 
Mstep: Class 16 contains 42839 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 29906 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5218 members 
Mstep: Class 21 contains 39878 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35999 members 
Mstep: Class 24 contains 38977 members 
Mstep: Class 25 contains 41742 members 
Mstep: Class 26 contains 26817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106731920.000000 Penalty: 85624.171875
Iteration 362Q: 27 clusters Score -1.067319e+08 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 41098 members 
Mstep: Class 4 contains 29950 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 41627 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 10618 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 41328 members 
Mstep: Class 11 contains 33298 members 
Mstep: Class 12 contains 33033 members 
Mstep: Class 13 contains 26419 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 41837 members 
Mstep: Class 16 contains 42680 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 30359 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5210 members 
Mstep: Class 21 contains 40020 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 36396 members 
Mstep: Class 24 contains 39505 members 
Mstep: Class 25 contains 41335 members 
Mstep: Class 26 contains 27994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106732368.000000 Penalty: 85624.171875
Iteration 363Q: 27 clusters Score -1.067324e+08 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 40837 members 
Mstep: Class 4 contains 29923 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 41448 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 10120 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 41067 members 
Mstep: Class 11 contains 32591 members 
Mstep: Class 12 contains 33213 members 
Mstep: Class 13 contains 26222 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 41790 members 
Mstep: Class 16 contains 42552 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 30813 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5199 members 
Mstep: Class 21 contains 40166 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 36738 members 
Mstep: Class 24 contains 40050 members 
Mstep: Class 25 contains 40933 members 
Mstep: Class 26 contains 29181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106733040.000000 Penalty: 85624.171875
Iteration 364Q: 27 clusters Score -1.06733e+08 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 40596 members 
Mstep: Class 4 contains 29916 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 41226 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 9658 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 40844 members 
Mstep: Class 11 contains 31938 members 
Mstep: Class 12 contains 33380 members 
Mstep: Class 13 contains 26050 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 41704 members 
Mstep: Class 16 contains 42404 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 31285 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5192 members 
Mstep: Class 21 contains 40283 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 36980 members 
Mstep: Class 24 contains 40497 members 
Mstep: Class 25 contains 40587 members 
Mstep: Class 26 contains 30445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106733536.000000 Penalty: 85624.171875
Iteration 365Q: 27 clusters Score -1.067335e+08 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 40309 members 
Mstep: Class 4 contains 29899 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 40881 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 9237 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 40633 members 
Mstep: Class 11 contains 31258 members 
Mstep: Class 12 contains 33523 members 
Mstep: Class 13 contains 25921 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 41621 members 
Mstep: Class 16 contains 42239 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 31834 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5186 members 
Mstep: Class 21 contains 40319 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 37202 members 
Mstep: Class 24 contains 40981 members 
Mstep: Class 25 contains 40243 members 
Mstep: Class 26 contains 31824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106734048.000000 Penalty: 85624.171875
Iteration 366Q: 27 clusters Score -1.06734e+08 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 39979 members 
Mstep: Class 4 contains 29861 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 40515 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 8822 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 40466 members 
Mstep: Class 11 contains 30551 members 
Mstep: Class 12 contains 33660 members 
Mstep: Class 13 contains 25782 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 41543 members 
Mstep: Class 16 contains 42086 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 32453 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5174 members 
Mstep: Class 21 contains 40253 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 37288 members 
Mstep: Class 24 contains 41435 members 
Mstep: Class 25 contains 39989 members 
Mstep: Class 26 contains 33379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106734416.000000 Penalty: 85624.171875
Iteration 367Q: 27 clusters Score -1.067344e+08 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 39656 members 
Mstep: Class 4 contains 29836 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 40133 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 8438 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 40234 members 
Mstep: Class 11 contains 29880 members 
Mstep: Class 12 contains 33789 members 
Mstep: Class 13 contains 25664 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 41459 members 
Mstep: Class 16 contains 41943 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 33137 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5157 members 
Mstep: Class 21 contains 40140 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 37378 members 
Mstep: Class 24 contains 41846 members 
Mstep: Class 25 contains 39699 members 
Mstep: Class 26 contains 34988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106734792.000000 Penalty: 85624.171875
Iteration 368Q: 27 clusters Score -1.067348e+08 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 39326 members 
Mstep: Class 4 contains 29822 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 39753 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 8081 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 39994 members 
Mstep: Class 11 contains 29225 members 
Mstep: Class 12 contains 33884 members 
Mstep: Class 13 contains 25581 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 41327 members 
Mstep: Class 16 contains 41774 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 33851 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 40025 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 37384 members 
Mstep: Class 24 contains 42347 members 
Mstep: Class 25 contains 39377 members 
Mstep: Class 26 contains 36622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106735568.000000 Penalty: 85624.171875
Iteration 369Q: 27 clusters Score -1.067356e+08 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 38993 members 
Mstep: Class 4 contains 29806 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 39306 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 39713 members 
Mstep: Class 11 contains 28525 members 
Mstep: Class 12 contains 33976 members 
Mstep: Class 13 contains 25491 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 41199 members 
Mstep: Class 16 contains 41621 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 34789 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5121 members 
Mstep: Class 21 contains 39939 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 37361 members 
Mstep: Class 24 contains 42890 members 
Mstep: Class 25 contains 39067 members 
Mstep: Class 26 contains 38128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106735792.000000 Penalty: 85624.171875
Iteration 370Q: 27 clusters Score -1.067358e+08 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 38698 members 
Mstep: Class 4 contains 29767 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 38877 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 7457 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 39414 members 
Mstep: Class 11 contains 27902 members 
Mstep: Class 12 contains 34047 members 
Mstep: Class 13 contains 25428 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 41088 members 
Mstep: Class 16 contains 41480 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 35772 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 39933 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 37128 members 
Mstep: Class 24 contains 43426 members 
Mstep: Class 25 contains 38801 members 
Mstep: Class 26 contains 39539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106735960.000000 Penalty: 85624.171875
Iteration 371Q: 27 clusters Score -1.06736e+08 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 38350 members 
Mstep: Class 4 contains 29727 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 6 contains 38478 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 7179 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 39108 members 
Mstep: Class 11 contains 27334 members 
Mstep: Class 12 contains 34109 members 
Mstep: Class 13 contains 25348 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 41011 members 
Mstep: Class 16 contains 41352 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 36813 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 39988 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 36816 members 
Mstep: Class 24 contains 43920 members 
Mstep: Class 25 contains 38592 members 
Mstep: Class 26 contains 40842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106735952.000000 Penalty: 85624.171875
Iteration 372Q: 27 clusters Score -1.06736e+08 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 38017 members 
Mstep: Class 4 contains 29696 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 6 contains 38091 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 38809 members 
Mstep: Class 11 contains 26777 members 
Mstep: Class 12 contains 34170 members 
Mstep: Class 13 contains 25250 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 40884 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 38093 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 40186 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 36428 members 
Mstep: Class 24 contains 44400 members 
Mstep: Class 25 contains 38402 members 
Mstep: Class 26 contains 41813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106736160.000000 Penalty: 85624.171875
Iteration 373Q: 27 clusters Score -1.067362e+08 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37750 members 
Mstep: Class 4 contains 29679 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 6 contains 37754 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 38496 members 
Mstep: Class 11 contains 26306 members 
Mstep: Class 12 contains 34240 members 
Mstep: Class 13 contains 25148 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 40808 members 
Mstep: Class 16 contains 41141 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 39342 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5080 members 
Mstep: Class 21 contains 40512 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 36006 members 
Mstep: Class 24 contains 44817 members 
Mstep: Class 25 contains 38161 members 
Mstep: Class 26 contains 42524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106736216.000000 Penalty: 85624.171875
Iteration 374Q: 27 clusters Score -1.067362e+08 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37507 members 
Mstep: Class 4 contains 29652 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 6 contains 37485 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 6438 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 38261 members 
Mstep: Class 11 contains 25861 members 
Mstep: Class 12 contains 34316 members 
Mstep: Class 13 contains 25050 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 40712 members 
Mstep: Class 16 contains 41071 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 40413 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 40943 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35661 members 
Mstep: Class 24 contains 45236 members 
Mstep: Class 25 contains 37921 members 
Mstep: Class 26 contains 42982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106736280.000000 Penalty: 85624.171875
Iteration 375Q: 27 clusters Score -1.067363e+08 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37331 members 
Mstep: Class 4 contains 29632 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 6 contains 37259 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 6244 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 38054 members 
Mstep: Class 11 contains 25456 members 
Mstep: Class 12 contains 34383 members 
Mstep: Class 13 contains 24964 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 40639 members 
Mstep: Class 16 contains 41028 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 41334 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5087 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35470 members 
Mstep: Class 24 contains 45653 members 
Mstep: Class 25 contains 37627 members 
Mstep: Class 26 contains 43173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106735832.000000 Penalty: 85624.171875
Iteration 376Q: 27 clusters Score -1.067358e+08 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37152 members 
Mstep: Class 4 contains 29605 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 6 contains 37111 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 6075 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37848 members 
Mstep: Class 11 contains 25075 members 
Mstep: Class 12 contains 34454 members 
Mstep: Class 13 contains 24882 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 40511 members 
Mstep: Class 16 contains 41004 members 
Mstep: Class 17 contains 2501 members 
Mstep: Class 18 contains 42005 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5086 members 
Mstep: Class 21 contains 42095 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35470 members 
Mstep: Class 24 contains 45902 members 
Mstep: Class 25 contains 37341 members 
Mstep: Class 26 contains 43340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106736248.000000 Penalty: 85624.171875
Iteration 377Q: 27 clusters Score -1.067362e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37017 members 
Mstep: Class 4 contains 29579 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 6 contains 37039 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 5929 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37662 members 
Mstep: Class 11 contains 24698 members 
Mstep: Class 12 contains 34522 members 
Mstep: Class 13 contains 24814 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 40411 members 
Mstep: Class 16 contains 40976 members 
Mstep: Class 17 contains 2500 members 
Mstep: Class 18 contains 42627 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5082 members 
Mstep: Class 21 contains 42757 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35485 members 
Mstep: Class 24 contains 45920 members 
Mstep: Class 25 contains 37085 members 
Mstep: Class 26 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106735904.000000 Penalty: 85624.171875
Iteration 378Q: 27 clusters Score -1.067359e+08 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 36908 members 
Mstep: Class 4 contains 29550 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 37007 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37507 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 34570 members 
Mstep: Class 13 contains 24762 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 40326 members 
Mstep: Class 16 contains 40956 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 43220 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5070 members 
Mstep: Class 21 contains 43321 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35489 members 
Mstep: Class 24 contains 45864 members 
Mstep: Class 25 contains 36782 members 
Mstep: Class 26 contains 43747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106735512.000000 Penalty: 85624.171875
Iteration 379Q: 27 clusters Score -1.067355e+08 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 36819 members 
Mstep: Class 4 contains 29530 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 37043 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 5708 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37378 members 
Mstep: Class 11 contains 24047 members 
Mstep: Class 12 contains 34620 members 
Mstep: Class 13 contains 24723 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 40254 members 
Mstep: Class 16 contains 40954 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 43777 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5053 members 
Mstep: Class 21 contains 43818 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35423 members 
Mstep: Class 24 contains 45707 members 
Mstep: Class 25 contains 36486 members 
Mstep: Class 26 contains 44054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106736464.000000 Penalty: 85624.171875
Iteration 380F: 27 clusters Score -1.067365e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 36767 members 
Mstep: Class 4 contains 29505 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 36894 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 5590 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37251 members 
Mstep: Class 11 contains 23699 members 
Mstep: Class 12 contains 34661 members 
Mstep: Class 13 contains 24696 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 39923 members 
Mstep: Class 16 contains 40956 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5035 members 
Mstep: Class 21 contains 43540 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35331 members 
Mstep: Class 24 contains 45421 members 
Mstep: Class 25 contains 36227 members 
Mstep: Class 26 contains 45762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106735920.000000 Penalty: 85624.171875
Iteration 381Q: 27 clusters Score -1.067359e+08 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 36701 members 
Mstep: Class 4 contains 29486 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 36587 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37183 members 
Mstep: Class 11 contains 23371 members 
Mstep: Class 12 contains 34710 members 
Mstep: Class 13 contains 24662 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 39448 members 
Mstep: Class 16 contains 40970 members 
Mstep: Class 17 contains 2496 members 
Mstep: Class 18 contains 45340 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 42579 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35142 members 
Mstep: Class 24 contains 45148 members 
Mstep: Class 25 contains 35964 members 
Mstep: Class 26 contains 47940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106734936.000000 Penalty: 85624.171875
Iteration 382Q: 27 clusters Score -1.067349e+08 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 36655 members 
Mstep: Class 4 contains 29482 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 35975 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 5364 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37060 members 
Mstep: Class 11 contains 23098 members 
Mstep: Class 12 contains 34763 members 
Mstep: Class 13 contains 24634 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 38869 members 
Mstep: Class 16 contains 41003 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 18 contains 46898 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4981 members 
Mstep: Class 21 contains 41064 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34856 members 
Mstep: Class 24 contains 45283 members 
Mstep: Class 25 contains 35720 members 
Mstep: Class 26 contains 50175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106733680.000000 Penalty: 85624.171875
Iteration 383Q: 27 clusters Score -1.067337e+08 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 36618 members 
Mstep: Class 4 contains 29478 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 34942 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 5266 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 36982 members 
Mstep: Class 11 contains 22840 members 
Mstep: Class 12 contains 34829 members 
Mstep: Class 13 contains 24590 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 38051 members 
Mstep: Class 16 contains 41059 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 49220 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4948 members 
Mstep: Class 21 contains 38999 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34648 members 
Mstep: Class 24 contains 45939 members 
Mstep: Class 25 contains 35520 members 
Mstep: Class 26 contains 52087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106731568.000000 Penalty: 85624.171875
Iteration 384Q: 27 clusters Score -1.067316e+08 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 36724 members 
Mstep: Class 4 contains 29493 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 33918 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 5182 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 36934 members 
Mstep: Class 11 contains 22622 members 
Mstep: Class 12 contains 34924 members 
Mstep: Class 13 contains 24499 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 37244 members 
Mstep: Class 16 contains 41181 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 51783 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4911 members 
Mstep: Class 21 contains 37038 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34599 members 
Mstep: Class 24 contains 47035 members 
Mstep: Class 25 contains 35332 members 
Mstep: Class 26 contains 52757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106728800.000000 Penalty: 85624.171875
Iteration 385Q: 27 clusters Score -1.067288e+08 nChanged 13695
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 36948 members 
Mstep: Class 4 contains 29511 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 33120 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 36957 members 
Mstep: Class 11 contains 22482 members 
Mstep: Class 12 contains 35017 members 
Mstep: Class 13 contains 24430 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 36591 members 
Mstep: Class 16 contains 41312 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 54473 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4861 members 
Mstep: Class 21 contains 35926 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34739 members 
Mstep: Class 24 contains 48737 members 
Mstep: Class 25 contains 35135 members 
Mstep: Class 26 contains 50945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725392.000000 Penalty: 85624.171875
Iteration 386Q: 27 clusters Score -1.067254e+08 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 37241 members 
Mstep: Class 4 contains 29514 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 32410 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 36981 members 
Mstep: Class 11 contains 22410 members 
Mstep: Class 12 contains 35114 members 
Mstep: Class 13 contains 24374 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 36131 members 
Mstep: Class 16 contains 41490 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 56238 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4813 members 
Mstep: Class 21 contains 35317 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 34915 members 
Mstep: Class 24 contains 50537 members 
Mstep: Class 25 contains 34915 members 
Mstep: Class 26 contains 48904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723976.000000 Penalty: 85624.171875
Iteration 387Q: 27 clusters Score -1.06724e+08 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 37544 members 
Mstep: Class 4 contains 29536 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 31845 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 5104 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37033 members 
Mstep: Class 11 contains 22380 members 
Mstep: Class 12 contains 35198 members 
Mstep: Class 13 contains 24308 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 35835 members 
Mstep: Class 16 contains 41669 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 55712 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4781 members 
Mstep: Class 21 contains 35049 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 35612 members 
Mstep: Class 24 contains 52645 members 
Mstep: Class 25 contains 34718 members 
Mstep: Class 26 contains 47572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723472.000000 Penalty: 85624.171875
Iteration 388Q: 27 clusters Score -1.067235e+08 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 37830 members 
Mstep: Class 4 contains 29554 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 31362 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37113 members 
Mstep: Class 11 contains 22395 members 
Mstep: Class 12 contains 35268 members 
Mstep: Class 13 contains 24219 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 35579 members 
Mstep: Class 16 contains 41792 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 53732 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4735 members 
Mstep: Class 21 contains 35048 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 36685 members 
Mstep: Class 24 contains 55093 members 
Mstep: Class 25 contains 34494 members 
Mstep: Class 26 contains 46693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723312.000000 Penalty: 85624.171875
Iteration 389Q: 27 clusters Score -1.067233e+08 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 38092 members 
Mstep: Class 4 contains 29565 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 30913 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37155 members 
Mstep: Class 11 contains 22351 members 
Mstep: Class 12 contains 35352 members 
Mstep: Class 13 contains 24123 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 35358 members 
Mstep: Class 16 contains 41911 members 
Mstep: Class 17 contains 2488 members 
Mstep: Class 18 contains 51656 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4706 members 
Mstep: Class 21 contains 35118 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 37988 members 
Mstep: Class 24 contains 57087 members 
Mstep: Class 25 contains 34222 members 
Mstep: Class 26 contains 46148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723928.000000 Penalty: 85624.171875
Iteration 390Q: 27 clusters Score -1.067239e+08 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 38293 members 
Mstep: Class 4 contains 29579 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 30481 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37239 members 
Mstep: Class 11 contains 22306 members 
Mstep: Class 12 contains 35457 members 
Mstep: Class 13 contains 24020 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 35119 members 
Mstep: Class 16 contains 42040 members 
Mstep: Class 17 contains 2488 members 
Mstep: Class 18 contains 49995 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4681 members 
Mstep: Class 21 contains 35207 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 39382 members 
Mstep: Class 24 contains 58306 members 
Mstep: Class 25 contains 33935 members 
Mstep: Class 26 contains 45821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724536.000000 Penalty: 85624.171875
Iteration 391Q: 27 clusters Score -1.067245e+08 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 38407 members 
Mstep: Class 4 contains 29578 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 30073 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37300 members 
Mstep: Class 11 contains 22223 members 
Mstep: Class 12 contains 35573 members 
Mstep: Class 13 contains 23912 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34937 members 
Mstep: Class 16 contains 42160 members 
Mstep: Class 17 contains 2488 members 
Mstep: Class 18 contains 48717 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4668 members 
Mstep: Class 21 contains 35296 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 40895 members 
Mstep: Class 24 contains 58835 members 
Mstep: Class 25 contains 33592 members 
Mstep: Class 26 contains 45798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724856.000000 Penalty: 85624.171875
Iteration 392Q: 27 clusters Score -1.067249e+08 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 38520 members 
Mstep: Class 4 contains 29576 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 29724 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 4909 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37317 members 
Mstep: Class 11 contains 22177 members 
Mstep: Class 12 contains 35701 members 
Mstep: Class 13 contains 23793 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34782 members 
Mstep: Class 16 contains 42288 members 
Mstep: Class 17 contains 2487 members 
Mstep: Class 18 contains 47866 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4650 members 
Mstep: Class 21 contains 35380 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 42439 members 
Mstep: Class 24 contains 58889 members 
Mstep: Class 25 contains 33169 members 
Mstep: Class 26 contains 45808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724944.000000 Penalty: 85624.171875
Iteration 393Q: 27 clusters Score -1.067249e+08 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 29582 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 29354 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 4879 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37323 members 
Mstep: Class 11 contains 22098 members 
Mstep: Class 12 contains 35817 members 
Mstep: Class 13 contains 23723 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34655 members 
Mstep: Class 16 contains 42383 members 
Mstep: Class 17 contains 2487 members 
Mstep: Class 18 contains 47319 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 35441 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 43946 members 
Mstep: Class 24 contains 58761 members 
Mstep: Class 25 contains 32571 members 
Mstep: Class 26 contains 45918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725176.000000 Penalty: 85624.171875
Iteration 394Q: 27 clusters Score -1.067252e+08 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 38747 members 
Mstep: Class 4 contains 29591 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 29021 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37312 members 
Mstep: Class 11 contains 22076 members 
Mstep: Class 12 contains 35950 members 
Mstep: Class 13 contains 23644 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34546 members 
Mstep: Class 16 contains 42493 members 
Mstep: Class 17 contains 2485 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4587 members 
Mstep: Class 21 contains 35540 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 45388 members 
Mstep: Class 24 contains 58580 members 
Mstep: Class 25 contains 31820 members 
Mstep: Class 26 contains 45931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725440.000000 Penalty: 85624.171875
Iteration 395Q: 27 clusters Score -1.067254e+08 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 38844 members 
Mstep: Class 4 contains 29614 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 28679 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 4857 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37293 members 
Mstep: Class 11 contains 22057 members 
Mstep: Class 12 contains 36094 members 
Mstep: Class 13 contains 23550 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34461 members 
Mstep: Class 16 contains 42589 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 46689 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4559 members 
Mstep: Class 21 contains 35657 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 46903 members 
Mstep: Class 24 contains 58199 members 
Mstep: Class 25 contains 31213 members 
Mstep: Class 26 contains 45912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725344.000000 Penalty: 85624.171875
Iteration 396Q: 27 clusters Score -1.067253e+08 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 38914 members 
Mstep: Class 4 contains 29621 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 28374 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 4839 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 22048 members 
Mstep: Class 12 contains 36248 members 
Mstep: Class 13 contains 23438 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34386 members 
Mstep: Class 16 contains 42713 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 46439 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4521 members 
Mstep: Class 21 contains 35770 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 48269 members 
Mstep: Class 24 contains 57826 members 
Mstep: Class 25 contains 30670 members 
Mstep: Class 26 contains 45862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724616.000000 Penalty: 85624.171875
Iteration 397Q: 27 clusters Score -1.067246e+08 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 38988 members 
Mstep: Class 4 contains 29617 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 28052 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 37380 members 
Mstep: Class 11 contains 22064 members 
Mstep: Class 12 contains 36391 members 
Mstep: Class 13 contains 23322 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34260 members 
Mstep: Class 16 contains 42835 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 35908 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49494 members 
Mstep: Class 24 contains 57531 members 
Mstep: Class 25 contains 30124 members 
Mstep: Class 26 contains 45815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724528.000000 Penalty: 85624.171875
Iteration 398Q: 27 clusters Score -1.067245e+08 nChanged 5000
Entering ConstructFrom: 
Score: -106724528.000000 Penalty: 85624.171875
Entering ConstructFrom: 
Trying to split cluster 1 (9849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Entering Unmasked Estep 
Score: -1822635.000000 Penalty: 2280.391113
	Iteration 0F: 2 clusters Score -1822635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1815051.625000 Penalty: 4560.782227
	Iteration 0F: 3 clusters Score -1815052 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1817202.375000 Penalty: 4560.782227
	Iteration 1F: 3 clusters Score -1817202 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1817450.875000 Penalty: 4560.782227
	Iteration 2F: 3 clusters Score -1817451 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1817649.375000 Penalty: 4560.782227
	Iteration 3Q: 3 clusters Score -1817649 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1817811.750000 Penalty: 4560.782227
	Iteration 4Q: 3 clusters Score -1817812 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1817961.750000 Penalty: 4560.782227
	Iteration 5Q: 3 clusters Score -1817962 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1818144.375000 Penalty: 4560.782227
	Iteration 6Q: 3 clusters Score -1818144 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1818298.625000 Penalty: 4560.782227
	Iteration 7Q: 3 clusters Score -1818299 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1818456.000000 Penalty: 4560.782227
	Iteration 8Q: 3 clusters Score -1818456 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1818601.875000 Penalty: 4560.782227
	Iteration 9Q: 3 clusters Score -1818602 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1818751.625000 Penalty: 4560.782227
	Iteration 10Q: 3 clusters Score -1818752 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1818898.500000 Penalty: 4560.782227
	Iteration 11Q: 3 clusters Score -1818898 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1819024.625000 Penalty: 4560.782227
	Iteration 12Q: 3 clusters Score -1819025 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1819171.000000 Penalty: 4560.782227
	Iteration 13Q: 3 clusters Score -1819171 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1819319.875000 Penalty: 4560.782227
	Iteration 14Q: 3 clusters Score -1819320 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1819464.250000 Penalty: 4560.782227
	Iteration 15Q: 3 clusters Score -1819464 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1819595.500000 Penalty: 4560.782227
	Iteration 16Q: 3 clusters Score -1819596 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1819730.625000 Penalty: 4560.782227
	Iteration 17Q: 3 clusters Score -1819731 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1819882.625000 Penalty: 4560.782227
	Iteration 18Q: 3 clusters Score -1819883 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1820036.250000 Penalty: 4560.782227
	Iteration 19Q: 3 clusters Score -1820036 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1820161.750000 Penalty: 4560.782227
	Iteration 20F: 3 clusters Score -1820162 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1820278.375000 Penalty: 4560.782227
	Iteration 21Q: 3 clusters Score -1820278 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1820411.250000 Penalty: 4560.782227
	Iteration 22Q: 3 clusters Score -1820411 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1820520.375000 Penalty: 4560.782227
	Iteration 23Q: 3 clusters Score -1820520 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1820618.125000 Penalty: 4560.782227
	Iteration 24Q: 3 clusters Score -1820618 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1820700.125000 Penalty: 4560.782227
	Iteration 25Q: 3 clusters Score -1820700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1820756.375000 Penalty: 4560.782227
	Iteration 26Q: 3 clusters Score -1820756 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1820787.625000 Penalty: 4560.782227
	Iteration 27Q: 3 clusters Score -1820788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1820817.875000 Penalty: 4560.782227
	Iteration 28Q: 3 clusters Score -1820818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1820838.875000 Penalty: 4560.782227
	Iteration 29Q: 3 clusters Score -1820839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1820853.750000 Penalty: 4560.782227
	Iteration 30Q: 3 clusters Score -1820854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1820868.000000 Penalty: 4560.782227
	Iteration 31Q: 3 clusters Score -1820868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1820886.125000 Penalty: 4560.782227
	Iteration 32Q: 3 clusters Score -1820886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1820892.750000 Penalty: 4560.782227
	Iteration 33Q: 3 clusters Score -1820893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1820899.250000 Penalty: 4560.782227
	Iteration 34Q: 3 clusters Score -1820899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1820910.000000 Penalty: 4560.782227
	Iteration 35Q: 3 clusters Score -1820910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1820917.375000 Penalty: 4560.782227
	Iteration 36Q: 3 clusters Score -1820917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1820916.250000 Penalty: 4560.782227
	Iteration 37Q: 3 clusters Score -1820916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1820922.875000 Penalty: 4560.782227
	Iteration 38Q: 3 clusters Score -1820923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1820931.875000 Penalty: 4560.782227
	Iteration 39Q: 3 clusters Score -1820932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1820935.250000 Penalty: 4560.782227
	Iteration 40F: 3 clusters Score -1820935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1820937.875000 Penalty: 4560.782227
	Iteration 41Q: 3 clusters Score -1820938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1820948.500000 Penalty: 4560.782227
	Iteration 42Q: 3 clusters Score -1820948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1820948.250000 Penalty: 4560.782227
	Iteration 43Q: 3 clusters Score -1820948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1820964.750000 Penalty: 4560.782227
	Iteration 44Q: 3 clusters Score -1820965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1820965.250000 Penalty: 4560.782227
	Iteration 45Q: 3 clusters Score -1820965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1820966.000000 Penalty: 4560.782227
	Iteration 46Q: 3 clusters Score -1820966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1820975.750000 Penalty: 4560.782227
	Iteration 47Q: 3 clusters Score -1820976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1820982.500000 Penalty: 4560.782227
	Iteration 48Q: 3 clusters Score -1820982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1820988.625000 Penalty: 4560.782227
	Iteration 49Q: 3 clusters Score -1820989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1820993.875000 Penalty: 4560.782227
	Iteration 50Q: 3 clusters Score -1820994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1820995.250000 Penalty: 4560.782227
	Iteration 51Q: 3 clusters Score -1820995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1821003.500000 Penalty: 4560.782227
	Iteration 52Q: 3 clusters Score -1821004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1821004.875000 Penalty: 4560.782227
	Iteration 53Q: 3 clusters Score -1821005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1821014.000000 Penalty: 4560.782227
	Iteration 54Q: 3 clusters Score -1821014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1821020.000000 Penalty: 4560.782227
	Iteration 55Q: 3 clusters Score -1821020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1821023.500000 Penalty: 4560.782227
	Iteration 56Q: 3 clusters Score -1821024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1821025.125000 Penalty: 4560.782227
	Iteration 57Q: 3 clusters Score -1821025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1821023.500000 Penalty: 4560.782227
	Iteration 58Q: 3 clusters Score -1821024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1821028.250000 Penalty: 4560.782227
	Iteration 59Q: 3 clusters Score -1821028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1821032.875000 Penalty: 4560.782227
	Iteration 60F: 3 clusters Score -1821033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1821039.625000 Penalty: 4560.782227
	Iteration 61Q: 3 clusters Score -1821040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1821039.500000 Penalty: 4560.782227
	Iteration 62Q: 3 clusters Score -1821040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1821042.250000 Penalty: 4560.782227
	Iteration 63Q: 3 clusters Score -1821042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1821041.875000 Penalty: 4560.782227
	Iteration 64Q: 3 clusters Score -1821042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1821037.625000 Penalty: 4560.782227
	Iteration 65Q: 3 clusters Score -1821038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1821039.250000 Penalty: 4560.782227
	Iteration 66Q: 3 clusters Score -1821039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1821047.250000 Penalty: 4560.782227
	Iteration 67Q: 3 clusters Score -1821047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1821047.250000 Penalty: 4560.782227
	Iteration 68Q: 3 clusters Score -1821047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1821045.625000 Penalty: 4560.782227
	Iteration 69Q: 3 clusters Score -1821046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1821046.125000 Penalty: 4560.782227
	Iteration 70Q: 3 clusters Score -1821046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1821044.375000 Penalty: 4560.782227
	Iteration 71Q: 3 clusters Score -1821044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1821044.875000 Penalty: 4560.782227
	Iteration 72Q: 3 clusters Score -1821045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1821051.625000 Penalty: 4560.782227
	Iteration 73Q: 3 clusters Score -1821052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1821051.625000 Penalty: 4560.782227
	Iteration 74Q: 3 clusters Score -1821052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1821053.250000 Penalty: 4560.782227
	Iteration 75Q: 3 clusters Score -1821053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1821052.875000 Penalty: 4560.782227
	Iteration 76Q: 3 clusters Score -1821053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1821053.250000 Penalty: 4560.782227
	Iteration 77Q: 3 clusters Score -1821053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1821056.125000 Penalty: 4560.782227
	Iteration 78Q: 3 clusters Score -1821056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1821056.625000 Penalty: 4560.782227
	Iteration 79Q: 3 clusters Score -1821057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1821059.875000 Penalty: 4560.782227
	Iteration 80F: 3 clusters Score -1821060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1821058.250000 Penalty: 4560.782227
	Iteration 81Q: 3 clusters Score -1821058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1821058.000000 Penalty: 4560.782227
	Iteration 82Q: 3 clusters Score -1821058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1821057.250000 Penalty: 4560.782227
	Iteration 83Q: 3 clusters Score -1821057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1821060.750000 Penalty: 4560.782227
	Iteration 84Q: 3 clusters Score -1821061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1821060.625000 Penalty: 4560.782227
	Iteration 85Q: 3 clusters Score -1821061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1821060.375000 Penalty: 4560.782227
	Iteration 86Q: 3 clusters Score -1821060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1821061.125000 Penalty: 4560.782227
	Iteration 87Q: 3 clusters Score -1821061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1821062.250000 Penalty: 4560.782227
	Iteration 88Q: 3 clusters Score -1821062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1821064.500000 Penalty: 4560.782227
	Iteration 89Q: 3 clusters Score -1821064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1821058.750000 Penalty: 4560.782227
	Iteration 90Q: 3 clusters Score -1821059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1821060.375000 Penalty: 4560.782227
	Iteration 91Q: 3 clusters Score -1821060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1821062.500000 Penalty: 4560.782227
	Iteration 92Q: 3 clusters Score -1821062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1821067.500000 Penalty: 4560.782227
	Iteration 93Q: 3 clusters Score -1821068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1821066.500000 Penalty: 4560.782227
	Iteration 94Q: 3 clusters Score -1821066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1821065.750000 Penalty: 4560.782227
	Iteration 95Q: 3 clusters Score -1821066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1821066.500000 Penalty: 4560.782227
	Iteration 96Q: 3 clusters Score -1821066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1821065.500000 Penalty: 4560.782227
	Iteration 97Q: 3 clusters Score -1821066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1821065.000000 Penalty: 4560.782227
	Iteration 98Q: 3 clusters Score -1821065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1821064.875000 Penalty: 4560.782227
	Iteration 99Q: 3 clusters Score -1821065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1821064.875000 Penalty: 4560.782227
	Iteration 100F: 3 clusters Score -1821065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -194887.328125 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -194887.3 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 536 members 
Entering Unmasked Estep 
Score: -192870.000000 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -192870 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -193202.734375 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -193202.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -193348.593750 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -193348.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -193439.625000 Penalty: 3473.971191
	Iteration 3Q: 3 clusters Score -193439.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -193492.500000 Penalty: 3473.971191
	Iteration 4Q: 3 clusters Score -193492.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -193543.578125 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -193543.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -193571.125000 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -193571.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -193597.875000 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -193597.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -193626.359375 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -193626.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -193648.859375 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -193648.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -193669.890625 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -193669.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -193698.765625 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -193698.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -193717.046875 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -193717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -193748.843750 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -193748.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -193776.937500 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -193776.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -193808.203125 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -193808.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -193818.125000 Penalty: 3473.971191
	Iteration 16Q: 3 clusters Score -193818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -193821.140625 Penalty: 3473.971191
	Iteration 17Q: 3 clusters Score -193821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -193825.593750 Penalty: 3473.971191
	Iteration 18Q: 3 clusters Score -193825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -193827.406250 Penalty: 3473.971191
	Iteration 19Q: 3 clusters Score -193827.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -193832.718750 Penalty: 3473.971191
	Iteration 20F: 3 clusters Score -193832.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -193835.765625 Penalty: 3473.971191
	Iteration 21Q: 3 clusters Score -193835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -193837.890625 Penalty: 3473.971191
	Iteration 22Q: 3 clusters Score -193837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -193839.625000 Penalty: 3473.971191
	Iteration 23Q: 3 clusters Score -193839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -193840.656250 Penalty: 3473.971191
	Iteration 24Q: 3 clusters Score -193840.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -193840.656250 Penalty: 3473.971191
	Iteration 25F: 3 clusters Score -193840.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Entering Unmasked Estep 
Score: -7251612.000000 Penalty: 2622.169434
	Iteration 0F: 2 clusters Score -7251612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -7225200.500000 Penalty: 5244.338867
	Iteration 0F: 3 clusters Score -7225200 nChanged 17793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -7235109.500000 Penalty: 5244.338867
	Iteration 1F: 3 clusters Score -7235110 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -7235781.500000 Penalty: 5244.338867
	Iteration 2Q: 3 clusters Score -7235782 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -7236667.000000 Penalty: 5244.338867
	Iteration 3Q: 3 clusters Score -7236667 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -7237770.000000 Penalty: 5244.338867
	Iteration 4F: 3 clusters Score -7237770 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -7239016.500000 Penalty: 5244.338867
	Iteration 5F: 3 clusters Score -7239016 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -7240648.000000 Penalty: 5244.338867
	Iteration 6F: 3 clusters Score -7240648 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -7242571.500000 Penalty: 5244.338867
	Iteration 7F: 3 clusters Score -7242572 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -7244660.000000 Penalty: 5244.338867
	Iteration 8F: 3 clusters Score -7244660 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -7246203.000000 Penalty: 5244.338867
	Iteration 9F: 3 clusters Score -7246203 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -7247014.500000 Penalty: 5244.338867
	Iteration 10Q: 3 clusters Score -7247014 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -7247449.500000 Penalty: 5244.338867
	Iteration 11Q: 3 clusters Score -7247450 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -7247691.000000 Penalty: 5244.338867
	Iteration 12Q: 3 clusters Score -7247691 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -7247880.000000 Penalty: 5244.338867
	Iteration 13Q: 3 clusters Score -7247880 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -7248038.500000 Penalty: 5244.338867
	Iteration 14Q: 3 clusters Score -7248038 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -7248193.500000 Penalty: 5244.338867
	Iteration 15Q: 3 clusters Score -7248194 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -7248291.500000 Penalty: 5244.338867
	Iteration 16Q: 3 clusters Score -7248292 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -7248413.500000 Penalty: 5244.338867
	Iteration 17Q: 3 clusters Score -7248414 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -7248526.500000 Penalty: 5244.338867
	Iteration 18Q: 3 clusters Score -7248526 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -7248607.000000 Penalty: 5244.338867
	Iteration 19Q: 3 clusters Score -7248607 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -7248656.000000 Penalty: 5244.338867
	Iteration 20F: 3 clusters Score -7248656 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -7248688.500000 Penalty: 5244.338867
	Iteration 21Q: 3 clusters Score -7248688 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -7248759.000000 Penalty: 5244.338867
	Iteration 22Q: 3 clusters Score -7248759 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -7248817.000000 Penalty: 5244.338867
	Iteration 23Q: 3 clusters Score -7248817 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -7248853.500000 Penalty: 5244.338867
	Iteration 24Q: 3 clusters Score -7248854 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -7248934.000000 Penalty: 5244.338867
	Iteration 25Q: 3 clusters Score -7248934 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -7248961.500000 Penalty: 5244.338867
	Iteration 26Q: 3 clusters Score -7248962 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -7249012.500000 Penalty: 5244.338867
	Iteration 27Q: 3 clusters Score -7249012 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -7249040.500000 Penalty: 5244.338867
	Iteration 28Q: 3 clusters Score -7249040 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -7249077.000000 Penalty: 5244.338867
	Iteration 29Q: 3 clusters Score -7249077 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7249120.500000 Penalty: 5244.338867
	Iteration 30Q: 3 clusters Score -7249120 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -7249140.500000 Penalty: 5244.338867
	Iteration 31Q: 3 clusters Score -7249140 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -7249143.000000 Penalty: 5244.338867
	Iteration 32Q: 3 clusters Score -7249143 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -7249189.500000 Penalty: 5244.338867
	Iteration 33Q: 3 clusters Score -7249190 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -7249194.500000 Penalty: 5244.338867
	Iteration 34Q: 3 clusters Score -7249194 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -7249243.000000 Penalty: 5244.338867
	Iteration 35Q: 3 clusters Score -7249243 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -7249295.500000 Penalty: 5244.338867
	Iteration 36Q: 3 clusters Score -7249296 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -7249319.000000 Penalty: 5244.338867
	Iteration 37Q: 3 clusters Score -7249319 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -7249355.500000 Penalty: 5244.338867
	Iteration 38Q: 3 clusters Score -7249356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -7249375.500000 Penalty: 5244.338867
	Iteration 39Q: 3 clusters Score -7249376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -7249407.500000 Penalty: 5244.338867
	Iteration 40F: 3 clusters Score -7249408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -7249406.000000 Penalty: 5244.338867
	Iteration 41Q: 3 clusters Score -7249406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7249422.000000 Penalty: 5244.338867
	Iteration 42Q: 3 clusters Score -7249422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7249418.000000 Penalty: 5244.338867
	Iteration 43Q: 3 clusters Score -7249418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -7249449.000000 Penalty: 5244.338867
	Iteration 44Q: 3 clusters Score -7249449 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -7249435.000000 Penalty: 5244.338867
	Iteration 45Q: 3 clusters Score -7249435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7249462.500000 Penalty: 5244.338867
	Iteration 46Q: 3 clusters Score -7249462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7249486.000000 Penalty: 5244.338867
	Iteration 47Q: 3 clusters Score -7249486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7249500.500000 Penalty: 5244.338867
	Iteration 48Q: 3 clusters Score -7249500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -7249513.000000 Penalty: 5244.338867
	Iteration 49Q: 3 clusters Score -7249513 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7249512.000000 Penalty: 5244.338867
	Iteration 50Q: 3 clusters Score -7249512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7249522.500000 Penalty: 5244.338867
	Iteration 51Q: 3 clusters Score -7249522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -7249546.000000 Penalty: 5244.338867
	Iteration 52Q: 3 clusters Score -7249546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -7249571.500000 Penalty: 5244.338867
	Iteration 53Q: 3 clusters Score -7249572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7249577.500000 Penalty: 5244.338867
	Iteration 54Q: 3 clusters Score -7249578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -7249569.500000 Penalty: 5244.338867
	Iteration 55Q: 3 clusters Score -7249570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -7249566.000000 Penalty: 5244.338867
	Iteration 56Q: 3 clusters Score -7249566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -7249578.000000 Penalty: 5244.338867
	Iteration 57Q: 3 clusters Score -7249578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7249587.500000 Penalty: 5244.338867
	Iteration 58Q: 3 clusters Score -7249588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -7249600.500000 Penalty: 5244.338867
	Iteration 59Q: 3 clusters Score -7249600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7249612.000000 Penalty: 5244.338867
	Iteration 60F: 3 clusters Score -7249612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -7249626.500000 Penalty: 5244.338867
	Iteration 61Q: 3 clusters Score -7249626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7249630.000000 Penalty: 5244.338867
	Iteration 62Q: 3 clusters Score -7249630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7249624.500000 Penalty: 5244.338867
	Iteration 63Q: 3 clusters Score -7249624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -7249637.000000 Penalty: 5244.338867
	Iteration 64Q: 3 clusters Score -7249637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7249633.000000 Penalty: 5244.338867
	Iteration 65Q: 3 clusters Score -7249633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -7249656.500000 Penalty: 5244.338867
	Iteration 66Q: 3 clusters Score -7249656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7249646.000000 Penalty: 5244.338867
	Iteration 67Q: 3 clusters Score -7249646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -7249652.000000 Penalty: 5244.338867
	Iteration 68Q: 3 clusters Score -7249652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -7249651.500000 Penalty: 5244.338867
	Iteration 69Q: 3 clusters Score -7249652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -7249652.500000 Penalty: 5244.338867
	Iteration 70Q: 3 clusters Score -7249652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7249661.500000 Penalty: 5244.338867
	Iteration 71Q: 3 clusters Score -7249662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7249671.500000 Penalty: 5244.338867
	Iteration 72Q: 3 clusters Score -7249672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7249684.000000 Penalty: 5244.338867
	Iteration 73Q: 3 clusters Score -7249684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7249689.000000 Penalty: 5244.338867
	Iteration 74Q: 3 clusters Score -7249689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -7249686.000000 Penalty: 5244.338867
	Iteration 75Q: 3 clusters Score -7249686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7249697.500000 Penalty: 5244.338867
	Iteration 76Q: 3 clusters Score -7249698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7249686.500000 Penalty: 5244.338867
	Iteration 77Q: 3 clusters Score -7249686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -7249709.500000 Penalty: 5244.338867
	Iteration 78Q: 3 clusters Score -7249710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7249724.000000 Penalty: 5244.338867
	Iteration 79Q: 3 clusters Score -7249724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -7249736.000000 Penalty: 5244.338867
	Iteration 80F: 3 clusters Score -7249736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -7249760.500000 Penalty: 5244.338867
	Iteration 81Q: 3 clusters Score -7249760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7249757.000000 Penalty: 5244.338867
	Iteration 82Q: 3 clusters Score -7249757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7249763.000000 Penalty: 5244.338867
	Iteration 83Q: 3 clusters Score -7249763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7249773.000000 Penalty: 5244.338867
	Iteration 84Q: 3 clusters Score -7249773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7249771.000000 Penalty: 5244.338867
	Iteration 85Q: 3 clusters Score -7249771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7249771.000000 Penalty: 5244.338867
	Iteration 86Q: 3 clusters Score -7249771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7249768.500000 Penalty: 5244.338867
	Iteration 87Q: 3 clusters Score -7249768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7249771.500000 Penalty: 5244.338867
	Iteration 88Q: 3 clusters Score -7249772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -7249782.000000 Penalty: 5244.338867
	Iteration 89Q: 3 clusters Score -7249782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7249780.500000 Penalty: 5244.338867
	Iteration 90Q: 3 clusters Score -7249780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7249783.000000 Penalty: 5244.338867
	Iteration 91Q: 3 clusters Score -7249783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7249782.000000 Penalty: 5244.338867
	Iteration 92Q: 3 clusters Score -7249782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7249798.500000 Penalty: 5244.338867
	Iteration 93Q: 3 clusters Score -7249798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7249792.000000 Penalty: 5244.338867
	Iteration 94Q: 3 clusters Score -7249792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7249803.500000 Penalty: 5244.338867
	Iteration 95Q: 3 clusters Score -7249804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7249803.500000 Penalty: 5244.338867
	Iteration 96Q: 3 clusters Score -7249804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7249802.500000 Penalty: 5244.338867
	Iteration 97Q: 3 clusters Score -7249802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7249800.500000 Penalty: 5244.338867
	Iteration 98Q: 3 clusters Score -7249800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7249805.500000 Penalty: 5244.338867
	Iteration 99Q: 3 clusters Score -7249806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7249802.000000 Penalty: 5244.338867
	Iteration 100F: 3 clusters Score -7249802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7249804.000000 Penalty: 5244.338867
	Iteration 101Q: 3 clusters Score -7249804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7249800.000000 Penalty: 5244.338867
	Iteration 102Q: 3 clusters Score -7249800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7249798.000000 Penalty: 5244.338867
	Iteration 103Q: 3 clusters Score -7249798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7249797.500000 Penalty: 5244.338867
	Iteration 104Q: 3 clusters Score -7249798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7249802.000000 Penalty: 5244.338867
	Iteration 105Q: 3 clusters Score -7249802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7249803.000000 Penalty: 5244.338867
	Iteration 106Q: 3 clusters Score -7249803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7249806.000000 Penalty: 5244.338867
	Iteration 107Q: 3 clusters Score -7249806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7249804.000000 Penalty: 5244.338867
	Iteration 108Q: 3 clusters Score -7249804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7249811.000000 Penalty: 5244.338867
	Iteration 109Q: 3 clusters Score -7249811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7249812.000000 Penalty: 5244.338867
	Iteration 110Q: 3 clusters Score -7249812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7249807.500000 Penalty: 5244.338867
	Iteration 111Q: 3 clusters Score -7249808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7249806.500000 Penalty: 5244.338867
	Iteration 112Q: 3 clusters Score -7249806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7249808.000000 Penalty: 5244.338867
	Iteration 113Q: 3 clusters Score -7249808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7249808.500000 Penalty: 5244.338867
	Iteration 114Q: 3 clusters Score -7249808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7249804.000000 Penalty: 5244.338867
	Iteration 115Q: 3 clusters Score -7249804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7249811.000000 Penalty: 5244.338867
	Iteration 116Q: 3 clusters Score -7249811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7249808.500000 Penalty: 5244.338867
	Iteration 117Q: 3 clusters Score -7249808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7249805.000000 Penalty: 5244.338867
	Iteration 118Q: 3 clusters Score -7249805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7249804.500000 Penalty: 5244.338867
	Iteration 119Q: 3 clusters Score -7249804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7249811.500000 Penalty: 5244.338867
	Iteration 120F: 3 clusters Score -7249812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7249810.500000 Penalty: 5244.338867
	Iteration 121Q: 3 clusters Score -7249810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7249810.500000 Penalty: 5244.338867
	Iteration 122F: 3 clusters Score -7249810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Entering Unmasked Estep 
Score: -5340762.000000 Penalty: 2553.592773
	Iteration 0F: 2 clusters Score -5340762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -5320472.500000 Penalty: 5107.185547
	Iteration 0F: 3 clusters Score -5320472 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -5327517.000000 Penalty: 5107.185547
	Iteration 1F: 3 clusters Score -5327517 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -5327938.000000 Penalty: 5107.185547
	Iteration 2Q: 3 clusters Score -5327938 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -5328298.000000 Penalty: 5107.185547
	Iteration 3Q: 3 clusters Score -5328298 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -5328718.000000 Penalty: 5107.185547
	Iteration 4Q: 3 clusters Score -5328718 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -5329202.500000 Penalty: 5107.185547
	Iteration 5Q: 3 clusters Score -5329202 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5329782.000000 Penalty: 5107.185547
	Iteration 6Q: 3 clusters Score -5329782 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -5330468.000000 Penalty: 5107.185547
	Iteration 7F: 3 clusters Score -5330468 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -5331236.000000 Penalty: 5107.185547
	Iteration 8F: 3 clusters Score -5331236 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -5332194.500000 Penalty: 5107.185547
	Iteration 9F: 3 clusters Score -5332194 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -5333155.000000 Penalty: 5107.185547
	Iteration 10F: 3 clusters Score -5333155 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -5334092.500000 Penalty: 5107.185547
	Iteration 11F: 3 clusters Score -5334092 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5334949.000000 Penalty: 5107.185547
	Iteration 12Q: 3 clusters Score -5334949 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -5335746.500000 Penalty: 5107.185547
	Iteration 13Q: 3 clusters Score -5335746 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5336508.500000 Penalty: 5107.185547
	Iteration 14Q: 3 clusters Score -5336508 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5337231.500000 Penalty: 5107.185547
	Iteration 15Q: 3 clusters Score -5337232 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5337860.000000 Penalty: 5107.185547
	Iteration 16Q: 3 clusters Score -5337860 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5338364.000000 Penalty: 5107.185547
	Iteration 17Q: 3 clusters Score -5338364 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5338625.000000 Penalty: 5107.185547
	Iteration 18Q: 3 clusters Score -5338625 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5338694.000000 Penalty: 5107.185547
	Iteration 19Q: 3 clusters Score -5338694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5338731.000000 Penalty: 5107.185547
	Iteration 20F: 3 clusters Score -5338731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5338755.000000 Penalty: 5107.185547
	Iteration 21Q: 3 clusters Score -5338755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5338776.000000 Penalty: 5107.185547
	Iteration 22Q: 3 clusters Score -5338776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5338776.500000 Penalty: 5107.185547
	Iteration 23Q: 3 clusters Score -5338776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5338787.000000 Penalty: 5107.185547
	Iteration 24Q: 3 clusters Score -5338787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5338803.500000 Penalty: 5107.185547
	Iteration 25Q: 3 clusters Score -5338804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5338809.000000 Penalty: 5107.185547
	Iteration 26Q: 3 clusters Score -5338809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5338816.000000 Penalty: 5107.185547
	Iteration 27Q: 3 clusters Score -5338816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5338813.500000 Penalty: 5107.185547
	Iteration 28Q: 3 clusters Score -5338814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5338821.500000 Penalty: 5107.185547
	Iteration 29Q: 3 clusters Score -5338822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5338829.000000 Penalty: 5107.185547
	Iteration 30Q: 3 clusters Score -5338829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5338834.500000 Penalty: 5107.185547
	Iteration 31Q: 3 clusters Score -5338834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5338842.000000 Penalty: 5107.185547
	Iteration 32Q: 3 clusters Score -5338842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5338834.000000 Penalty: 5107.185547
	Iteration 33Q: 3 clusters Score -5338834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5338834.000000 Penalty: 5107.185547
	Iteration 34Q: 3 clusters Score -5338834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5338841.000000 Penalty: 5107.185547
	Iteration 35Q: 3 clusters Score -5338841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5338841.500000 Penalty: 5107.185547
	Iteration 36Q: 3 clusters Score -5338842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5338838.500000 Penalty: 5107.185547
	Iteration 37Q: 3 clusters Score -5338838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5338837.000000 Penalty: 5107.185547
	Iteration 38Q: 3 clusters Score -5338837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5338845.000000 Penalty: 5107.185547
	Iteration 39Q: 3 clusters Score -5338845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5338846.500000 Penalty: 5107.185547
	Iteration 40F: 3 clusters Score -5338846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5338848.000000 Penalty: 5107.185547
	Iteration 41Q: 3 clusters Score -5338848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5338843.000000 Penalty: 5107.185547
	Iteration 42Q: 3 clusters Score -5338843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5338843.000000 Penalty: 5107.185547
	Iteration 43F: 3 clusters Score -5338843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -204141.156250 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -204141.2 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 611 members 
Entering Unmasked Estep 
Score: -202088.250000 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -202088.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -202731.484375 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -202731.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -203072.125000 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -203072.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -203263.406250 Penalty: 3549.463623
	Iteration 3F: 3 clusters Score -203263.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -203435.546875 Penalty: 3549.463623
	Iteration 4Q: 3 clusters Score -203435.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -203550.781250 Penalty: 3549.463623
	Iteration 5Q: 3 clusters Score -203550.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -203652.812500 Penalty: 3549.463623
	Iteration 6Q: 3 clusters Score -203652.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -203707.718750 Penalty: 3549.463623
	Iteration 7Q: 3 clusters Score -203707.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -203750.531250 Penalty: 3549.463623
	Iteration 8Q: 3 clusters Score -203750.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -203807.890625 Penalty: 3549.463623
	Iteration 9Q: 3 clusters Score -203807.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -203873.890625 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -203873.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -203935.843750 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -203935.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -203963.250000 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -203963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -203970.343750 Penalty: 3549.463623
	Iteration 13Q: 3 clusters Score -203970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -203977.125000 Penalty: 3549.463623
	Iteration 14Q: 3 clusters Score -203977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -203978.843750 Penalty: 3549.463623
	Iteration 15Q: 3 clusters Score -203978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -203980.734375 Penalty: 3549.463623
	Iteration 16Q: 3 clusters Score -203980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -203981.343750 Penalty: 3549.463623
	Iteration 17Q: 3 clusters Score -203981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -203981.984375 Penalty: 3549.463623
	Iteration 18Q: 3 clusters Score -203982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -203993.078125 Penalty: 3549.463623
	Iteration 19F: 3 clusters Score -203993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -204003.875000 Penalty: 3549.463623
	Iteration 20F: 3 clusters Score -204003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -204011.609375 Penalty: 3549.463623
	Iteration 21Q: 3 clusters Score -204011.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -204017.093750 Penalty: 3549.463623
	Iteration 22Q: 3 clusters Score -204017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -204018.406250 Penalty: 3549.463623
	Iteration 23Q: 3 clusters Score -204018.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -204018.406250 Penalty: 3549.463623
	Iteration 24F: 3 clusters Score -204018.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Entering Unmasked Estep 
Score: -5175138.500000 Penalty: 2537.526855
	Iteration 0F: 2 clusters Score -5175138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5156001.000000 Penalty: 5075.053711
	Iteration 0F: 3 clusters Score -5156001 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -5162655.500000 Penalty: 5075.053711
	Iteration 1F: 3 clusters Score -5162656 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -5163057.500000 Penalty: 5075.053711
	Iteration 2Q: 3 clusters Score -5163058 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -5163458.500000 Penalty: 5075.053711
	Iteration 3Q: 3 clusters Score -5163458 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5163860.500000 Penalty: 5075.053711
	Iteration 4Q: 3 clusters Score -5163860 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -5164508.500000 Penalty: 5075.053711
	Iteration 5Q: 3 clusters Score -5164508 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -5165413.000000 Penalty: 5075.053711
	Iteration 6F: 3 clusters Score -5165413 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -5166736.500000 Penalty: 5075.053711
	Iteration 7F: 3 clusters Score -5166736 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5168446.500000 Penalty: 5075.053711
	Iteration 8F: 3 clusters Score -5168446 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -5170170.500000 Penalty: 5075.053711
	Iteration 9F: 3 clusters Score -5170170 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -5171491.000000 Penalty: 5075.053711
	Iteration 10Q: 3 clusters Score -5171491 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -5172242.500000 Penalty: 5075.053711
	Iteration 11Q: 3 clusters Score -5172242 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5172576.000000 Penalty: 5075.053711
	Iteration 12Q: 3 clusters Score -5172576 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -5172721.000000 Penalty: 5075.053711
	Iteration 13Q: 3 clusters Score -5172721 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -5172785.500000 Penalty: 5075.053711
	Iteration 14Q: 3 clusters Score -5172786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -5172832.500000 Penalty: 5075.053711
	Iteration 15Q: 3 clusters Score -5172832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -5172858.500000 Penalty: 5075.053711
	Iteration 16Q: 3 clusters Score -5172858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5172875.000000 Penalty: 5075.053711
	Iteration 17Q: 3 clusters Score -5172875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -5172897.000000 Penalty: 5075.053711
	Iteration 18Q: 3 clusters Score -5172897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -5172910.500000 Penalty: 5075.053711
	Iteration 19Q: 3 clusters Score -5172910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5172911.000000 Penalty: 5075.053711
	Iteration 20F: 3 clusters Score -5172911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -5172914.500000 Penalty: 5075.053711
	Iteration 21Q: 3 clusters Score -5172914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5172916.000000 Penalty: 5075.053711
	Iteration 22Q: 3 clusters Score -5172916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -5172922.500000 Penalty: 5075.053711
	Iteration 23Q: 3 clusters Score -5172922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -5172921.500000 Penalty: 5075.053711
	Iteration 24Q: 3 clusters Score -5172922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -5172930.000000 Penalty: 5075.053711
	Iteration 25Q: 3 clusters Score -5172930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -5172930.000000 Penalty: 5075.053711
	Iteration 26F: 3 clusters Score -5172930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -52437.406250 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -52437.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51162.863281 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -51162.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51303.113281 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -51303.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51355.191406 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -51355.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51379.488281 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -51379.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51406.566406 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -51406.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51431.382812 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -51431.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51460.851562 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -51460.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51481.945312 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -51481.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51489.972656 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -51489.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51497.687500 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -51497.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51504.539062 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -51504.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51508.300781 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -51508.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51508.300781 Penalty: 2843.737305
	Iteration 12F: 3 clusters Score -51508.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -887636.000000 Penalty: 2101.985107
	Iteration 0F: 2 clusters Score -887636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -883242.062500 Penalty: 4203.970215
	Iteration 0F: 3 clusters Score -883242.1 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -884268.625000 Penalty: 4203.970215
	Iteration 1F: 3 clusters Score -884268.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -884448.687500 Penalty: 4203.970215
	Iteration 2F: 3 clusters Score -884448.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -884553.375000 Penalty: 4203.970215
	Iteration 3Q: 3 clusters Score -884553.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -884625.687500 Penalty: 4203.970215
	Iteration 4Q: 3 clusters Score -884625.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -884676.312500 Penalty: 4203.970215
	Iteration 5Q: 3 clusters Score -884676.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -884717.937500 Penalty: 4203.970215
	Iteration 6Q: 3 clusters Score -884717.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -884748.312500 Penalty: 4203.970215
	Iteration 7Q: 3 clusters Score -884748.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -884768.750000 Penalty: 4203.970215
	Iteration 8Q: 3 clusters Score -884768.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -884782.562500 Penalty: 4203.970215
	Iteration 9Q: 3 clusters Score -884782.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -884802.500000 Penalty: 4203.970215
	Iteration 10Q: 3 clusters Score -884802.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -884822.500000 Penalty: 4203.970215
	Iteration 11Q: 3 clusters Score -884822.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -884835.312500 Penalty: 4203.970215
	Iteration 12Q: 3 clusters Score -884835.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -884850.750000 Penalty: 4203.970215
	Iteration 13Q: 3 clusters Score -884850.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -884861.812500 Penalty: 4203.970215
	Iteration 14Q: 3 clusters Score -884861.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -884870.687500 Penalty: 4203.970215
	Iteration 15Q: 3 clusters Score -884870.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -884879.750000 Penalty: 4203.970215
	Iteration 16Q: 3 clusters Score -884879.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -884891.250000 Penalty: 4203.970215
	Iteration 17Q: 3 clusters Score -884891.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -884905.437500 Penalty: 4203.970215
	Iteration 18Q: 3 clusters Score -884905.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -884910.937500 Penalty: 4203.970215
	Iteration 19Q: 3 clusters Score -884910.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -884913.937500 Penalty: 4203.970215
	Iteration 20F: 3 clusters Score -884913.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -884921.812500 Penalty: 4203.970215
	Iteration 21Q: 3 clusters Score -884921.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -884928.250000 Penalty: 4203.970215
	Iteration 22Q: 3 clusters Score -884928.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -884935.375000 Penalty: 4203.970215
	Iteration 23Q: 3 clusters Score -884935.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -884942.062500 Penalty: 4203.970215
	Iteration 24Q: 3 clusters Score -884942.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -884948.500000 Penalty: 4203.970215
	Iteration 25Q: 3 clusters Score -884948.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -884957.312500 Penalty: 4203.970215
	Iteration 26Q: 3 clusters Score -884957.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -884964.125000 Penalty: 4203.970215
	Iteration 27Q: 3 clusters Score -884964.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -884971.875000 Penalty: 4203.970215
	Iteration 28Q: 3 clusters Score -884971.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -884982.750000 Penalty: 4203.970215
	Iteration 29Q: 3 clusters Score -884982.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -884998.187500 Penalty: 4203.970215
	Iteration 30Q: 3 clusters Score -884998.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -885009.125000 Penalty: 4203.970215
	Iteration 31Q: 3 clusters Score -885009.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -885024.937500 Penalty: 4203.970215
	Iteration 32Q: 3 clusters Score -885024.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -885039.250000 Penalty: 4203.970215
	Iteration 33Q: 3 clusters Score -885039.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -885054.312500 Penalty: 4203.970215
	Iteration 34Q: 3 clusters Score -885054.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -885068.812500 Penalty: 4203.970215
	Iteration 35Q: 3 clusters Score -885068.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -885085.312500 Penalty: 4203.970215
	Iteration 36Q: 3 clusters Score -885085.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -885106.375000 Penalty: 4203.970215
	Iteration 37Q: 3 clusters Score -885106.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -885121.562500 Penalty: 4203.970215
	Iteration 38Q: 3 clusters Score -885121.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -885147.187500 Penalty: 4203.970215
	Iteration 39Q: 3 clusters Score -885147.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -885173.250000 Penalty: 4203.970215
	Iteration 40F: 3 clusters Score -885173.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -885204.312500 Penalty: 4203.970215
	Iteration 41Q: 3 clusters Score -885204.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -885236.500000 Penalty: 4203.970215
	Iteration 42Q: 3 clusters Score -885236.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -885255.750000 Penalty: 4203.970215
	Iteration 43Q: 3 clusters Score -885255.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -885278.687500 Penalty: 4203.970215
	Iteration 44Q: 3 clusters Score -885278.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -885307.375000 Penalty: 4203.970215
	Iteration 45Q: 3 clusters Score -885307.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -885341.625000 Penalty: 4203.970215
	Iteration 46Q: 3 clusters Score -885341.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -885373.562500 Penalty: 4203.970215
	Iteration 47Q: 3 clusters Score -885373.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -885414.000000 Penalty: 4203.970215
	Iteration 48Q: 3 clusters Score -885414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -885447.625000 Penalty: 4203.970215
	Iteration 49Q: 3 clusters Score -885447.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -885469.937500 Penalty: 4203.970215
	Iteration 50Q: 3 clusters Score -885469.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -885499.062500 Penalty: 4203.970215
	Iteration 51Q: 3 clusters Score -885499.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -885517.750000 Penalty: 4203.970215
	Iteration 52Q: 3 clusters Score -885517.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -885533.250000 Penalty: 4203.970215
	Iteration 53Q: 3 clusters Score -885533.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -885545.875000 Penalty: 4203.970215
	Iteration 54Q: 3 clusters Score -885545.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -885559.125000 Penalty: 4203.970215
	Iteration 55Q: 3 clusters Score -885559.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -885569.562500 Penalty: 4203.970215
	Iteration 56Q: 3 clusters Score -885569.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -885578.687500 Penalty: 4203.970215
	Iteration 57Q: 3 clusters Score -885578.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -885587.625000 Penalty: 4203.970215
	Iteration 58Q: 3 clusters Score -885587.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -885600.812500 Penalty: 4203.970215
	Iteration 59Q: 3 clusters Score -885600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -885610.812500 Penalty: 4203.970215
	Iteration 60F: 3 clusters Score -885610.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -885619.437500 Penalty: 4203.970215
	Iteration 61Q: 3 clusters Score -885619.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -885630.000000 Penalty: 4203.970215
	Iteration 62Q: 3 clusters Score -885630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -885643.375000 Penalty: 4203.970215
	Iteration 63Q: 3 clusters Score -885643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -885652.062500 Penalty: 4203.970215
	Iteration 64Q: 3 clusters Score -885652.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -885667.875000 Penalty: 4203.970215
	Iteration 65Q: 3 clusters Score -885667.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -885683.375000 Penalty: 4203.970215
	Iteration 66Q: 3 clusters Score -885683.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -885689.187500 Penalty: 4203.970215
	Iteration 67Q: 3 clusters Score -885689.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -885696.750000 Penalty: 4203.970215
	Iteration 68Q: 3 clusters Score -885696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -885701.375000 Penalty: 4203.970215
	Iteration 69Q: 3 clusters Score -885701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -885709.500000 Penalty: 4203.970215
	Iteration 70Q: 3 clusters Score -885709.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -885715.875000 Penalty: 4203.970215
	Iteration 71Q: 3 clusters Score -885715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -885719.500000 Penalty: 4203.970215
	Iteration 72Q: 3 clusters Score -885719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -885719.187500 Penalty: 4203.970215
	Iteration 73Q: 3 clusters Score -885719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -885718.375000 Penalty: 4203.970215
	Iteration 74Q: 3 clusters Score -885718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -885719.812500 Penalty: 4203.970215
	Iteration 75Q: 3 clusters Score -885719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -885721.687500 Penalty: 4203.970215
	Iteration 76Q: 3 clusters Score -885721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -885723.937500 Penalty: 4203.970215
	Iteration 77Q: 3 clusters Score -885723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -885726.187500 Penalty: 4203.970215
	Iteration 78Q: 3 clusters Score -885726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -885731.062500 Penalty: 4203.970215
	Iteration 79Q: 3 clusters Score -885731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -885736.750000 Penalty: 4203.970215
	Iteration 80F: 3 clusters Score -885736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -885744.062500 Penalty: 4203.970215
	Iteration 81Q: 3 clusters Score -885744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -885745.062500 Penalty: 4203.970215
	Iteration 82Q: 3 clusters Score -885745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -885745.062500 Penalty: 4203.970215
	Iteration 83F: 3 clusters Score -885745.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -96340.148438 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -96340.15 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 342 members 
Entering Unmasked Estep 
Score: -94770.062500 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -94770.06 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95124.507812 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -95124.51 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95360.734375 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -95360.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -95629.992188 Penalty: 3211.049805
	Iteration 3F: 3 clusters Score -95629.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -95882.828125 Penalty: 3211.049805
	Iteration 4F: 3 clusters Score -95882.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96062.039062 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -96062.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -96181.992188 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -96181.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96290.632812 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -96290.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96411.867188 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -96411.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -96487.000000 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -96487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -96504.679688 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -96504.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -96509.343750 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -96509.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96516.484375 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -96516.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96516.484375 Penalty: 3211.049805
	Iteration 13F: 3 clusters Score -96516.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 39076 members 
Mstep: Class 4 contains 29636 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 27777 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 334 members 
Mstep: Class 10 contains 37409 members 
Mstep: Class 11 contains 22049 members 
Mstep: Class 12 contains 36524 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 42941 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 46055 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 21 contains 36031 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50570 members 
Mstep: Class 24 contains 57245 members 
Mstep: Class 25 contains 29629 members 
Mstep: Class 26 contains 45792 members 
Mstep: Class 27 contains 314 members 
Entering Unmasked Estep 
Score: -106722744.000000 Penalty: 88917.406250
Splitting cluster 9 changes total score from -106724528.000000 to -106722744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (37409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Entering Unmasked Estep 
Score: -6871074.000000 Penalty: 2611.357422
	Iteration 0F: 2 clusters Score -6871074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -6845815.000000 Penalty: 5222.714844
	Iteration 0F: 3 clusters Score -6845815 nChanged 16927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -6855051.000000 Penalty: 5222.714844
	Iteration 1F: 3 clusters Score -6855051 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -6855589.500000 Penalty: 5222.714844
	Iteration 2Q: 3 clusters Score -6855590 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -6856266.000000 Penalty: 5222.714844
	Iteration 3Q: 3 clusters Score -6856266 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -6857032.000000 Penalty: 5222.714844
	Iteration 4Q: 3 clusters Score -6857032 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -6858008.500000 Penalty: 5222.714844
	Iteration 5F: 3 clusters Score -6858008 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -6859361.500000 Penalty: 5222.714844
	Iteration 6F: 3 clusters Score -6859362 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -6861237.500000 Penalty: 5222.714844
	Iteration 7F: 3 clusters Score -6861238 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -6863357.000000 Penalty: 5222.714844
	Iteration 8F: 3 clusters Score -6863357 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -6865505.500000 Penalty: 5222.714844
	Iteration 9F: 3 clusters Score -6865506 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -6866820.000000 Penalty: 5222.714844
	Iteration 10Q: 3 clusters Score -6866820 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -6867458.000000 Penalty: 5222.714844
	Iteration 11Q: 3 clusters Score -6867458 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -6867851.500000 Penalty: 5222.714844
	Iteration 12Q: 3 clusters Score -6867852 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -6868098.500000 Penalty: 5222.714844
	Iteration 13Q: 3 clusters Score -6868098 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -6868264.000000 Penalty: 5222.714844
	Iteration 14Q: 3 clusters Score -6868264 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -6868410.000000 Penalty: 5222.714844
	Iteration 15Q: 3 clusters Score -6868410 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -6868524.500000 Penalty: 5222.714844
	Iteration 16Q: 3 clusters Score -6868524 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -6868596.500000 Penalty: 5222.714844
	Iteration 17Q: 3 clusters Score -6868596 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -6868657.000000 Penalty: 5222.714844
	Iteration 18Q: 3 clusters Score -6868657 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -6868721.000000 Penalty: 5222.714844
	Iteration 19Q: 3 clusters Score -6868721 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -6868746.500000 Penalty: 5222.714844
	Iteration 20F: 3 clusters Score -6868746 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -6868773.500000 Penalty: 5222.714844
	Iteration 21Q: 3 clusters Score -6868774 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -6868803.500000 Penalty: 5222.714844
	Iteration 22Q: 3 clusters Score -6868804 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -6868813.000000 Penalty: 5222.714844
	Iteration 23Q: 3 clusters Score -6868813 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -6868818.500000 Penalty: 5222.714844
	Iteration 24Q: 3 clusters Score -6868818 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -6868820.500000 Penalty: 5222.714844
	Iteration 25Q: 3 clusters Score -6868820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -6868809.500000 Penalty: 5222.714844
	Iteration 26Q: 3 clusters Score -6868810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -6868808.000000 Penalty: 5222.714844
	Iteration 27Q: 3 clusters Score -6868808 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -6868819.000000 Penalty: 5222.714844
	Iteration 28Q: 3 clusters Score -6868819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -6868821.500000 Penalty: 5222.714844
	Iteration 29Q: 3 clusters Score -6868822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -6868844.500000 Penalty: 5222.714844
	Iteration 30Q: 3 clusters Score -6868844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -6868858.000000 Penalty: 5222.714844
	Iteration 31Q: 3 clusters Score -6868858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -6868874.500000 Penalty: 5222.714844
	Iteration 32Q: 3 clusters Score -6868874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -6868880.500000 Penalty: 5222.714844
	Iteration 33Q: 3 clusters Score -6868880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -6868891.000000 Penalty: 5222.714844
	Iteration 34Q: 3 clusters Score -6868891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -6868905.000000 Penalty: 5222.714844
	Iteration 35Q: 3 clusters Score -6868905 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -6868904.500000 Penalty: 5222.714844
	Iteration 36Q: 3 clusters Score -6868904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -6868919.500000 Penalty: 5222.714844
	Iteration 37Q: 3 clusters Score -6868920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -6868927.000000 Penalty: 5222.714844
	Iteration 38Q: 3 clusters Score -6868927 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -6868938.000000 Penalty: 5222.714844
	Iteration 39Q: 3 clusters Score -6868938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -6868959.500000 Penalty: 5222.714844
	Iteration 40F: 3 clusters Score -6868960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -6868956.500000 Penalty: 5222.714844
	Iteration 41Q: 3 clusters Score -6868956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -6868979.500000 Penalty: 5222.714844
	Iteration 42Q: 3 clusters Score -6868980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -6868994.500000 Penalty: 5222.714844
	Iteration 43Q: 3 clusters Score -6868994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -6869005.000000 Penalty: 5222.714844
	Iteration 44Q: 3 clusters Score -6869005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -6869008.000000 Penalty: 5222.714844
	Iteration 45Q: 3 clusters Score -6869008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -6869022.500000 Penalty: 5222.714844
	Iteration 46Q: 3 clusters Score -6869022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -6869023.000000 Penalty: 5222.714844
	Iteration 47Q: 3 clusters Score -6869023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -6869041.000000 Penalty: 5222.714844
	Iteration 48Q: 3 clusters Score -6869041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -6869053.500000 Penalty: 5222.714844
	Iteration 49Q: 3 clusters Score -6869054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -6869063.000000 Penalty: 5222.714844
	Iteration 50Q: 3 clusters Score -6869063 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -6869072.000000 Penalty: 5222.714844
	Iteration 51Q: 3 clusters Score -6869072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -6869072.500000 Penalty: 5222.714844
	Iteration 52Q: 3 clusters Score -6869072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -6869074.500000 Penalty: 5222.714844
	Iteration 53Q: 3 clusters Score -6869074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -6869085.000000 Penalty: 5222.714844
	Iteration 54Q: 3 clusters Score -6869085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6869097.500000 Penalty: 5222.714844
	Iteration 55Q: 3 clusters Score -6869098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -6869091.500000 Penalty: 5222.714844
	Iteration 56Q: 3 clusters Score -6869092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -6869100.500000 Penalty: 5222.714844
	Iteration 57Q: 3 clusters Score -6869100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -6869092.000000 Penalty: 5222.714844
	Iteration 58Q: 3 clusters Score -6869092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -6869094.000000 Penalty: 5222.714844
	Iteration 59Q: 3 clusters Score -6869094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6869100.000000 Penalty: 5222.714844
	Iteration 60F: 3 clusters Score -6869100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -6869090.000000 Penalty: 5222.714844
	Iteration 61Q: 3 clusters Score -6869090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -6869102.500000 Penalty: 5222.714844
	Iteration 62Q: 3 clusters Score -6869102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -6869092.500000 Penalty: 5222.714844
	Iteration 63Q: 3 clusters Score -6869092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6869098.000000 Penalty: 5222.714844
	Iteration 64Q: 3 clusters Score -6869098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -6869094.000000 Penalty: 5222.714844
	Iteration 65Q: 3 clusters Score -6869094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -6869091.500000 Penalty: 5222.714844
	Iteration 66Q: 3 clusters Score -6869092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -6869091.500000 Penalty: 5222.714844
	Iteration 67F: 3 clusters Score -6869092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Entering Unmasked Estep 
Score: -4092122.500000 Penalty: 2480.253418
	Iteration 0F: 2 clusters Score -4092122 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 11093 members 
Entering Unmasked Estep 
Score: -4076710.500000 Penalty: 4960.506836
	Iteration 0F: 3 clusters Score -4076710 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -4081727.250000 Penalty: 4960.506836
	Iteration 1F: 3 clusters Score -4081727 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -4082089.750000 Penalty: 4960.506836
	Iteration 2Q: 3 clusters Score -4082090 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -4082375.500000 Penalty: 4960.506836
	Iteration 3Q: 3 clusters Score -4082376 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4082692.500000 Penalty: 4960.506836
	Iteration 4Q: 3 clusters Score -4082692 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -4083048.500000 Penalty: 4960.506836
	Iteration 5Q: 3 clusters Score -4083048 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -4083531.250000 Penalty: 4960.506836
	Iteration 6Q: 3 clusters Score -4083531 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -4084155.250000 Penalty: 4960.506836
	Iteration 7F: 3 clusters Score -4084155 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4085001.000000 Penalty: 4960.506836
	Iteration 8F: 3 clusters Score -4085001 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4086072.000000 Penalty: 4960.506836
	Iteration 9F: 3 clusters Score -4086072 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4087226.250000 Penalty: 4960.506836
	Iteration 10F: 3 clusters Score -4087226 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4088261.750000 Penalty: 4960.506836
	Iteration 11F: 3 clusters Score -4088262 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4088978.000000 Penalty: 4960.506836
	Iteration 12Q: 3 clusters Score -4088978 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4089380.750000 Penalty: 4960.506836
	Iteration 13Q: 3 clusters Score -4089381 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -4089598.500000 Penalty: 4960.506836
	Iteration 14Q: 3 clusters Score -4089598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -4089732.250000 Penalty: 4960.506836
	Iteration 15Q: 3 clusters Score -4089732 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -4089780.750000 Penalty: 4960.506836
	Iteration 16Q: 3 clusters Score -4089781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -4089814.000000 Penalty: 4960.506836
	Iteration 17Q: 3 clusters Score -4089814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -4089850.500000 Penalty: 4960.506836
	Iteration 18Q: 3 clusters Score -4089850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4089871.750000 Penalty: 4960.506836
	Iteration 19Q: 3 clusters Score -4089872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4089889.750000 Penalty: 4960.506836
	Iteration 20F: 3 clusters Score -4089890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -4089914.500000 Penalty: 4960.506836
	Iteration 21Q: 3 clusters Score -4089914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4089923.000000 Penalty: 4960.506836
	Iteration 22Q: 3 clusters Score -4089923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -4089925.250000 Penalty: 4960.506836
	Iteration 23Q: 3 clusters Score -4089925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4089927.250000 Penalty: 4960.506836
	Iteration 24Q: 3 clusters Score -4089927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4089937.750000 Penalty: 4960.506836
	Iteration 25Q: 3 clusters Score -4089938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -4089939.500000 Penalty: 4960.506836
	Iteration 26Q: 3 clusters Score -4089940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4089944.750000 Penalty: 4960.506836
	Iteration 27Q: 3 clusters Score -4089945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -4089949.250000 Penalty: 4960.506836
	Iteration 28Q: 3 clusters Score -4089949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -4089954.750000 Penalty: 4960.506836
	Iteration 29Q: 3 clusters Score -4089955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -4089963.750000 Penalty: 4960.506836
	Iteration 30Q: 3 clusters Score -4089964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -4089972.750000 Penalty: 4960.506836
	Iteration 31Q: 3 clusters Score -4089973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4089980.500000 Penalty: 4960.506836
	Iteration 32Q: 3 clusters Score -4089980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4089981.000000 Penalty: 4960.506836
	Iteration 33Q: 3 clusters Score -4089981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4089980.750000 Penalty: 4960.506836
	Iteration 34Q: 3 clusters Score -4089981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4089980.750000 Penalty: 4960.506836
	Iteration 35F: 3 clusters Score -4089981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Entering Unmasked Estep 
Score: -6783175.000000 Penalty: 2605.419678
	Iteration 0F: 2 clusters Score -6783175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -6758424.500000 Penalty: 5210.839355
	Iteration 0F: 3 clusters Score -6758424 nChanged 16753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -6767609.500000 Penalty: 5210.839355
	Iteration 1F: 3 clusters Score -6767610 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -6768067.500000 Penalty: 5210.839355
	Iteration 2Q: 3 clusters Score -6768068 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -6768408.500000 Penalty: 5210.839355
	Iteration 3Q: 3 clusters Score -6768408 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -6768855.500000 Penalty: 5210.839355
	Iteration 4Q: 3 clusters Score -6768856 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -6769462.500000 Penalty: 5210.839355
	Iteration 5Q: 3 clusters Score -6769462 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -6770630.000000 Penalty: 5210.839355
	Iteration 6Q: 3 clusters Score -6770630 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -6772563.000000 Penalty: 5210.839355
	Iteration 7F: 3 clusters Score -6772563 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -6775014.500000 Penalty: 5210.839355
	Iteration 8F: 3 clusters Score -6775014 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -6777797.000000 Penalty: 5210.839355
	Iteration 9F: 3 clusters Score -6777797 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -6779913.500000 Penalty: 5210.839355
	Iteration 10F: 3 clusters Score -6779914 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -6781049.500000 Penalty: 5210.839355
	Iteration 11Q: 3 clusters Score -6781050 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -6781595.000000 Penalty: 5210.839355
	Iteration 12Q: 3 clusters Score -6781595 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -6781840.500000 Penalty: 5210.839355
	Iteration 13Q: 3 clusters Score -6781840 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -6781971.000000 Penalty: 5210.839355
	Iteration 14Q: 3 clusters Score -6781971 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -6782061.000000 Penalty: 5210.839355
	Iteration 15Q: 3 clusters Score -6782061 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -6782129.000000 Penalty: 5210.839355
	Iteration 16Q: 3 clusters Score -6782129 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -6782136.000000 Penalty: 5210.839355
	Iteration 17Q: 3 clusters Score -6782136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -6782163.000000 Penalty: 5210.839355
	Iteration 18Q: 3 clusters Score -6782163 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -6782169.000000 Penalty: 5210.839355
	Iteration 19Q: 3 clusters Score -6782169 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -6782184.500000 Penalty: 5210.839355
	Iteration 20F: 3 clusters Score -6782184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -6782190.000000 Penalty: 5210.839355
	Iteration 21Q: 3 clusters Score -6782190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -6782196.000000 Penalty: 5210.839355
	Iteration 22Q: 3 clusters Score -6782196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -6782204.500000 Penalty: 5210.839355
	Iteration 23Q: 3 clusters Score -6782204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -6782196.000000 Penalty: 5210.839355
	Iteration 24Q: 3 clusters Score -6782196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -6782202.000000 Penalty: 5210.839355
	Iteration 25Q: 3 clusters Score -6782202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -6782200.500000 Penalty: 5210.839355
	Iteration 26Q: 3 clusters Score -6782200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -6782202.500000 Penalty: 5210.839355
	Iteration 27Q: 3 clusters Score -6782202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -6782195.000000 Penalty: 5210.839355
	Iteration 28Q: 3 clusters Score -6782195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -6782193.500000 Penalty: 5210.839355
	Iteration 29Q: 3 clusters Score -6782194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -6782193.500000 Penalty: 5210.839355
	Iteration 30F: 3 clusters Score -6782194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Entering Unmasked Estep 
Score: -4337855.500000 Penalty: 2493.172363
	Iteration 0F: 2 clusters Score -4337856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4321565.500000 Penalty: 4986.344727
	Iteration 0F: 3 clusters Score -4321566 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4327120.500000 Penalty: 4986.344727
	Iteration 1F: 3 clusters Score -4327120 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4327465.500000 Penalty: 4986.344727
	Iteration 2Q: 3 clusters Score -4327466 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4327706.000000 Penalty: 4986.344727
	Iteration 3Q: 3 clusters Score -4327706 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4327911.000000 Penalty: 4986.344727
	Iteration 4Q: 3 clusters Score -4327911 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4328062.500000 Penalty: 4986.344727
	Iteration 5Q: 3 clusters Score -4328062 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4328207.500000 Penalty: 4986.344727
	Iteration 6Q: 3 clusters Score -4328208 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -4328328.500000 Penalty: 4986.344727
	Iteration 7Q: 3 clusters Score -4328328 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -4328426.500000 Penalty: 4986.344727
	Iteration 8Q: 3 clusters Score -4328426 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -4328553.000000 Penalty: 4986.344727
	Iteration 9Q: 3 clusters Score -4328553 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -4328689.500000 Penalty: 4986.344727
	Iteration 10Q: 3 clusters Score -4328690 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -4328813.500000 Penalty: 4986.344727
	Iteration 11Q: 3 clusters Score -4328814 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -4328970.000000 Penalty: 4986.344727
	Iteration 12Q: 3 clusters Score -4328970 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4329187.000000 Penalty: 4986.344727
	Iteration 13Q: 3 clusters Score -4329187 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4329523.500000 Penalty: 4986.344727
	Iteration 14Q: 3 clusters Score -4329524 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4329985.000000 Penalty: 4986.344727
	Iteration 15Q: 3 clusters Score -4329985 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4330656.500000 Penalty: 4986.344727
	Iteration 16Q: 3 clusters Score -4330656 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -4331619.500000 Penalty: 4986.344727
	Iteration 17F: 3 clusters Score -4331620 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4332837.000000 Penalty: 4986.344727
	Iteration 18F: 3 clusters Score -4332837 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -4333999.500000 Penalty: 4986.344727
	Iteration 19F: 3 clusters Score -4334000 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4334818.000000 Penalty: 4986.344727
	Iteration 20F: 3 clusters Score -4334818 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -4335283.500000 Penalty: 4986.344727
	Iteration 21Q: 3 clusters Score -4335284 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4335444.000000 Penalty: 4986.344727
	Iteration 22Q: 3 clusters Score -4335444 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4335528.500000 Penalty: 4986.344727
	Iteration 23Q: 3 clusters Score -4335528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -4335576.000000 Penalty: 4986.344727
	Iteration 24Q: 3 clusters Score -4335576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -4335599.500000 Penalty: 4986.344727
	Iteration 25Q: 3 clusters Score -4335600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4335619.500000 Penalty: 4986.344727
	Iteration 26Q: 3 clusters Score -4335620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -4335630.000000 Penalty: 4986.344727
	Iteration 27Q: 3 clusters Score -4335630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -4335635.000000 Penalty: 4986.344727
	Iteration 28Q: 3 clusters Score -4335635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -4335641.000000 Penalty: 4986.344727
	Iteration 29Q: 3 clusters Score -4335641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -4335648.500000 Penalty: 4986.344727
	Iteration 30Q: 3 clusters Score -4335648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -4335646.500000 Penalty: 4986.344727
	Iteration 31Q: 3 clusters Score -4335646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -4335648.000000 Penalty: 4986.344727
	Iteration 32Q: 3 clusters Score -4335648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -4335646.500000 Penalty: 4986.344727
	Iteration 33Q: 3 clusters Score -4335646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -4335649.000000 Penalty: 4986.344727
	Iteration 34Q: 3 clusters Score -4335649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -4335657.500000 Penalty: 4986.344727
	Iteration 35Q: 3 clusters Score -4335658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4335656.000000 Penalty: 4986.344727
	Iteration 36Q: 3 clusters Score -4335656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4335661.000000 Penalty: 4986.344727
	Iteration 37Q: 3 clusters Score -4335661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4335657.000000 Penalty: 4986.344727
	Iteration 38Q: 3 clusters Score -4335657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4335661.000000 Penalty: 4986.344727
	Iteration 39Q: 3 clusters Score -4335661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4335661.000000 Penalty: 4986.344727
	Iteration 40F: 3 clusters Score -4335661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -128659.085938 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -128659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126941.445312 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -126941.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -127747.140625 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -127747.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -128168.242188 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -128168.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -128452.546875 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -128452.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128627.062500 Penalty: 3440.426025
	Iteration 4Q: 3 clusters Score -128627.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128731.328125 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -128731.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128799.523438 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -128799.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128874.648438 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -128874.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128904.320312 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -128904.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128931.640625 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -128931.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -128965.882812 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -128965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -128970.609375 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -128970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128972.414062 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -128972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128974.500000 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -128974.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128975.070312 Penalty: 3440.426025
	Iteration 14Q: 3 clusters Score -128975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128976.171875 Penalty: 3440.426025
	Iteration 15Q: 3 clusters Score -128976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128976.515625 Penalty: 3440.426025
	Iteration 16Q: 3 clusters Score -128976.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128977.585938 Penalty: 3440.426025
	Iteration 17Q: 3 clusters Score -128977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128980.296875 Penalty: 3440.426025
	Iteration 18Q: 3 clusters Score -128980.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128980.812500 Penalty: 3440.426025
	Iteration 19Q: 3 clusters Score -128980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128980.812500 Penalty: 3440.426025
	Iteration 20F: 3 clusters Score -128980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 39076 members 
Mstep: Class 4 contains 29636 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 27777 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 37409 members 
Mstep: Class 11 contains 22049 members 
Mstep: Class 12 contains 36524 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 474 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 42941 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 46055 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 21 contains 36031 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50570 members 
Mstep: Class 24 contains 57245 members 
Mstep: Class 25 contains 29629 members 
Mstep: Class 26 contains 45792 members 
Mstep: Class 27 contains 555 members 
Entering Unmasked Estep 
Score: -106722952.000000 Penalty: 88917.406250
Splitting cluster 14 changes total score from -106724528.000000 to -106722952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (34198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Entering Unmasked Estep 
Score: -6362812.500000 Penalty: 2589.100830
	Iteration 0F: 2 clusters Score -6362812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -6339585.500000 Penalty: 5178.201660
	Iteration 0F: 3 clusters Score -6339586 nChanged 15611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -6347994.000000 Penalty: 5178.201660
	Iteration 1F: 3 clusters Score -6347994 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -6348458.500000 Penalty: 5178.201660
	Iteration 2Q: 3 clusters Score -6348458 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -6348816.000000 Penalty: 5178.201660
	Iteration 3Q: 3 clusters Score -6348816 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -6349174.500000 Penalty: 5178.201660
	Iteration 4Q: 3 clusters Score -6349174 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -6349743.000000 Penalty: 5178.201660
	Iteration 5Q: 3 clusters Score -6349743 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -6350529.500000 Penalty: 5178.201660
	Iteration 6Q: 3 clusters Score -6350530 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -6351743.500000 Penalty: 5178.201660
	Iteration 7F: 3 clusters Score -6351744 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -6353396.500000 Penalty: 5178.201660
	Iteration 8F: 3 clusters Score -6353396 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -6355627.000000 Penalty: 5178.201660
	Iteration 9F: 3 clusters Score -6355627 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -6357745.500000 Penalty: 5178.201660
	Iteration 10F: 3 clusters Score -6357746 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -6359157.000000 Penalty: 5178.201660
	Iteration 11Q: 3 clusters Score -6359157 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -6359863.500000 Penalty: 5178.201660
	Iteration 12Q: 3 clusters Score -6359864 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -6360170.000000 Penalty: 5178.201660
	Iteration 13Q: 3 clusters Score -6360170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -6360299.000000 Penalty: 5178.201660
	Iteration 14Q: 3 clusters Score -6360299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -6360352.500000 Penalty: 5178.201660
	Iteration 15Q: 3 clusters Score -6360352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -6360392.500000 Penalty: 5178.201660
	Iteration 16Q: 3 clusters Score -6360392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -6360428.500000 Penalty: 5178.201660
	Iteration 17Q: 3 clusters Score -6360428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -6360456.000000 Penalty: 5178.201660
	Iteration 18Q: 3 clusters Score -6360456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -6360481.500000 Penalty: 5178.201660
	Iteration 19Q: 3 clusters Score -6360482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -6360491.500000 Penalty: 5178.201660
	Iteration 20F: 3 clusters Score -6360492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -6360491.000000 Penalty: 5178.201660
	Iteration 21Q: 3 clusters Score -6360491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -6360497.000000 Penalty: 5178.201660
	Iteration 22Q: 3 clusters Score -6360497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -6360499.500000 Penalty: 5178.201660
	Iteration 23Q: 3 clusters Score -6360500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -6360501.000000 Penalty: 5178.201660
	Iteration 24Q: 3 clusters Score -6360501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -6360503.000000 Penalty: 5178.201660
	Iteration 25Q: 3 clusters Score -6360503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -6360503.000000 Penalty: 5178.201660
	Iteration 26F: 3 clusters Score -6360503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Entering Unmasked Estep 
Score: -7886085.500000 Penalty: 2645.560547
	Iteration 0F: 2 clusters Score -7886086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -7857359.500000 Penalty: 5291.121094
	Iteration 0F: 3 clusters Score -7857360 nChanged 19620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -7868143.500000 Penalty: 5291.121094
	Iteration 1F: 3 clusters Score -7868144 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -7868719.000000 Penalty: 5291.121094
	Iteration 2Q: 3 clusters Score -7868719 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -7869269.500000 Penalty: 5291.121094
	Iteration 3Q: 3 clusters Score -7869270 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -7870003.000000 Penalty: 5291.121094
	Iteration 4Q: 3 clusters Score -7870003 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -7871086.000000 Penalty: 5291.121094
	Iteration 5Q: 3 clusters Score -7871086 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -7872505.500000 Penalty: 5291.121094
	Iteration 6F: 3 clusters Score -7872506 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -7874626.500000 Penalty: 5291.121094
	Iteration 7F: 3 clusters Score -7874626 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -7877287.000000 Penalty: 5291.121094
	Iteration 8F: 3 clusters Score -7877287 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -7880238.000000 Penalty: 5291.121094
	Iteration 9F: 3 clusters Score -7880238 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -7882467.000000 Penalty: 5291.121094
	Iteration 10Q: 3 clusters Score -7882467 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -7883487.500000 Penalty: 5291.121094
	Iteration 11Q: 3 clusters Score -7883488 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -7883834.000000 Penalty: 5291.121094
	Iteration 12Q: 3 clusters Score -7883834 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -7883975.500000 Penalty: 5291.121094
	Iteration 13Q: 3 clusters Score -7883976 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -7884056.500000 Penalty: 5291.121094
	Iteration 14Q: 3 clusters Score -7884056 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -7884122.500000 Penalty: 5291.121094
	Iteration 15Q: 3 clusters Score -7884122 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -7884152.500000 Penalty: 5291.121094
	Iteration 16Q: 3 clusters Score -7884152 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -7884178.500000 Penalty: 5291.121094
	Iteration 17Q: 3 clusters Score -7884178 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -7884183.000000 Penalty: 5291.121094
	Iteration 18Q: 3 clusters Score -7884183 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -7884187.000000 Penalty: 5291.121094
	Iteration 19Q: 3 clusters Score -7884187 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -7884205.000000 Penalty: 5291.121094
	Iteration 20F: 3 clusters Score -7884205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -7884230.000000 Penalty: 5291.121094
	Iteration 21Q: 3 clusters Score -7884230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -7884241.500000 Penalty: 5291.121094
	Iteration 22Q: 3 clusters Score -7884242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -7884249.500000 Penalty: 5291.121094
	Iteration 23Q: 3 clusters Score -7884250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -7884254.500000 Penalty: 5291.121094
	Iteration 24Q: 3 clusters Score -7884254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -7884247.500000 Penalty: 5291.121094
	Iteration 25Q: 3 clusters Score -7884248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -7884264.500000 Penalty: 5291.121094
	Iteration 26Q: 3 clusters Score -7884264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -7884253.500000 Penalty: 5291.121094
	Iteration 27Q: 3 clusters Score -7884254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -7884261.000000 Penalty: 5291.121094
	Iteration 28Q: 3 clusters Score -7884261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -7884258.500000 Penalty: 5291.121094
	Iteration 29Q: 3 clusters Score -7884258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -7884262.000000 Penalty: 5291.121094
	Iteration 30Q: 3 clusters Score -7884262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -7884259.000000 Penalty: 5291.121094
	Iteration 31Q: 3 clusters Score -7884259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -7884262.000000 Penalty: 5291.121094
	Iteration 32Q: 3 clusters Score -7884262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -7884264.000000 Penalty: 5291.121094
	Iteration 33Q: 3 clusters Score -7884264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -7884260.500000 Penalty: 5291.121094
	Iteration 34Q: 3 clusters Score -7884260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -7884262.000000 Penalty: 5291.121094
	Iteration 35Q: 3 clusters Score -7884262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -7884258.000000 Penalty: 5291.121094
	Iteration 36Q: 3 clusters Score -7884258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -7884257.500000 Penalty: 5291.121094
	Iteration 37Q: 3 clusters Score -7884258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -7884257.500000 Penalty: 5291.121094
	Iteration 38Q: 3 clusters Score -7884258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -7884267.500000 Penalty: 5291.121094
	Iteration 39Q: 3 clusters Score -7884268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -7884265.000000 Penalty: 5291.121094
	Iteration 40F: 3 clusters Score -7884265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -7884266.000000 Penalty: 5291.121094
	Iteration 41Q: 3 clusters Score -7884266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -7884266.000000 Penalty: 5291.121094
	Iteration 42Q: 3 clusters Score -7884266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -7884260.500000 Penalty: 5291.121094
	Iteration 43Q: 3 clusters Score -7884260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7884267.500000 Penalty: 5291.121094
	Iteration 44Q: 3 clusters Score -7884268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -7884258.500000 Penalty: 5291.121094
	Iteration 45Q: 3 clusters Score -7884258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -7884263.000000 Penalty: 5291.121094
	Iteration 46Q: 3 clusters Score -7884263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -7884263.500000 Penalty: 5291.121094
	Iteration 47Q: 3 clusters Score -7884264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -7884263.500000 Penalty: 5291.121094
	Iteration 48F: 3 clusters Score -7884264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Entering Unmasked Estep 
Score: -427743.593750 Penalty: 1938.671143
	Iteration 0F: 2 clusters Score -427743.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -424795.000000 Penalty: 3877.342285
	Iteration 0F: 3 clusters Score -424795 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -425484.875000 Penalty: 3877.342285
	Iteration 1F: 3 clusters Score -425484.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -425709.531250 Penalty: 3877.342285
	Iteration 2F: 3 clusters Score -425709.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -425902.843750 Penalty: 3877.342285
	Iteration 3F: 3 clusters Score -425902.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -426025.625000 Penalty: 3877.342285
	Iteration 4Q: 3 clusters Score -426025.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -426122.312500 Penalty: 3877.342285
	Iteration 5Q: 3 clusters Score -426122.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -426229.468750 Penalty: 3877.342285
	Iteration 6Q: 3 clusters Score -426229.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -426333.593750 Penalty: 3877.342285
	Iteration 7Q: 3 clusters Score -426333.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -426397.812500 Penalty: 3877.342285
	Iteration 8Q: 3 clusters Score -426397.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -426454.625000 Penalty: 3877.342285
	Iteration 9Q: 3 clusters Score -426454.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -426528.718750 Penalty: 3877.342285
	Iteration 10Q: 3 clusters Score -426528.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -426604.125000 Penalty: 3877.342285
	Iteration 11Q: 3 clusters Score -426604.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -426667.625000 Penalty: 3877.342285
	Iteration 12Q: 3 clusters Score -426667.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -426729.000000 Penalty: 3877.342285
	Iteration 13Q: 3 clusters Score -426729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -426778.968750 Penalty: 3877.342285
	Iteration 14Q: 3 clusters Score -426779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -426808.875000 Penalty: 3877.342285
	Iteration 15Q: 3 clusters Score -426808.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -426831.062500 Penalty: 3877.342285
	Iteration 16Q: 3 clusters Score -426831.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -426855.250000 Penalty: 3877.342285
	Iteration 17Q: 3 clusters Score -426855.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -426874.593750 Penalty: 3877.342285
	Iteration 18Q: 3 clusters Score -426874.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -426896.406250 Penalty: 3877.342285
	Iteration 19Q: 3 clusters Score -426896.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -426914.531250 Penalty: 3877.342285
	Iteration 20F: 3 clusters Score -426914.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -426923.812500 Penalty: 3877.342285
	Iteration 21Q: 3 clusters Score -426923.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -426932.000000 Penalty: 3877.342285
	Iteration 22Q: 3 clusters Score -426932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -426940.687500 Penalty: 3877.342285
	Iteration 23Q: 3 clusters Score -426940.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -426947.343750 Penalty: 3877.342285
	Iteration 24Q: 3 clusters Score -426947.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -426955.750000 Penalty: 3877.342285
	Iteration 25Q: 3 clusters Score -426955.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -426962.687500 Penalty: 3877.342285
	Iteration 26Q: 3 clusters Score -426962.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -426966.562500 Penalty: 3877.342285
	Iteration 27Q: 3 clusters Score -426966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -426968.375000 Penalty: 3877.342285
	Iteration 28Q: 3 clusters Score -426968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -426969.000000 Penalty: 3877.342285
	Iteration 29Q: 3 clusters Score -426969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -426969.593750 Penalty: 3877.342285
	Iteration 30Q: 3 clusters Score -426969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -426970.156250 Penalty: 3877.342285
	Iteration 31Q: 3 clusters Score -426970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -426970.281250 Penalty: 3877.342285
	Iteration 32Q: 3 clusters Score -426970.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -426970.281250 Penalty: 3877.342285
	Iteration 33F: 3 clusters Score -426970.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Entering Unmasked Estep 
Score: -8610226.000000 Penalty: 2662.922852
	Iteration 0F: 2 clusters Score -8610226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -8580502.000000 Penalty: 5325.845703
	Iteration 0F: 3 clusters Score -8580502 nChanged 21300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -8592237.000000 Penalty: 5325.845703
	Iteration 1F: 3 clusters Score -8592237 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -8592723.000000 Penalty: 5325.845703
	Iteration 2Q: 3 clusters Score -8592723 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -8593201.000000 Penalty: 5325.845703
	Iteration 3Q: 3 clusters Score -8593201 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -8593825.000000 Penalty: 5325.845703
	Iteration 4Q: 3 clusters Score -8593825 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -8594541.000000 Penalty: 5325.845703
	Iteration 5Q: 3 clusters Score -8594541 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -8595371.000000 Penalty: 5325.845703
	Iteration 6Q: 3 clusters Score -8595371 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -8596375.000000 Penalty: 5325.845703
	Iteration 7Q: 3 clusters Score -8596375 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -8597456.000000 Penalty: 5325.845703
	Iteration 8F: 3 clusters Score -8597456 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -8598801.000000 Penalty: 5325.845703
	Iteration 9F: 3 clusters Score -8598801 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -8600406.000000 Penalty: 5325.845703
	Iteration 10F: 3 clusters Score -8600406 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -8602125.000000 Penalty: 5325.845703
	Iteration 11F: 3 clusters Score -8602125 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -8604107.000000 Penalty: 5325.845703
	Iteration 12F: 3 clusters Score -8604107 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -8605956.000000 Penalty: 5325.845703
	Iteration 13Q: 3 clusters Score -8605956 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -8607063.000000 Penalty: 5325.845703
	Iteration 14Q: 3 clusters Score -8607063 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -8607653.000000 Penalty: 5325.845703
	Iteration 15Q: 3 clusters Score -8607653 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -8607920.000000 Penalty: 5325.845703
	Iteration 16Q: 3 clusters Score -8607920 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -8608025.000000 Penalty: 5325.845703
	Iteration 17Q: 3 clusters Score -8608025 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -8608056.000000 Penalty: 5325.845703
	Iteration 18Q: 3 clusters Score -8608056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -8608071.000000 Penalty: 5325.845703
	Iteration 19Q: 3 clusters Score -8608071 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8608093.000000 Penalty: 5325.845703
	Iteration 20F: 3 clusters Score -8608093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8608108.000000 Penalty: 5325.845703
	Iteration 21Q: 3 clusters Score -8608108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -8608121.000000 Penalty: 5325.845703
	Iteration 22Q: 3 clusters Score -8608121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8608149.000000 Penalty: 5325.845703
	Iteration 23Q: 3 clusters Score -8608149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -8608152.000000 Penalty: 5325.845703
	Iteration 24Q: 3 clusters Score -8608152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8608170.000000 Penalty: 5325.845703
	Iteration 25Q: 3 clusters Score -8608170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -8608177.000000 Penalty: 5325.845703
	Iteration 26Q: 3 clusters Score -8608177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -8608175.000000 Penalty: 5325.845703
	Iteration 27Q: 3 clusters Score -8608175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -8608180.000000 Penalty: 5325.845703
	Iteration 28Q: 3 clusters Score -8608180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -8608182.000000 Penalty: 5325.845703
	Iteration 29Q: 3 clusters Score -8608182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -8608192.000000 Penalty: 5325.845703
	Iteration 30Q: 3 clusters Score -8608192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -8608203.000000 Penalty: 5325.845703
	Iteration 31Q: 3 clusters Score -8608203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -8608207.000000 Penalty: 5325.845703
	Iteration 32Q: 3 clusters Score -8608207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -8608212.000000 Penalty: 5325.845703
	Iteration 33Q: 3 clusters Score -8608212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -8608215.000000 Penalty: 5325.845703
	Iteration 34Q: 3 clusters Score -8608215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -8608209.000000 Penalty: 5325.845703
	Iteration 35Q: 3 clusters Score -8608209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -8608217.000000 Penalty: 5325.845703
	Iteration 36Q: 3 clusters Score -8608217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -8608213.000000 Penalty: 5325.845703
	Iteration 37Q: 3 clusters Score -8608213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -8608212.000000 Penalty: 5325.845703
	Iteration 38Q: 3 clusters Score -8608212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -8608215.000000 Penalty: 5325.845703
	Iteration 39Q: 3 clusters Score -8608215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -8608215.000000 Penalty: 5325.845703
	Iteration 40F: 3 clusters Score -8608215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -41113.578125 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -41113.58 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 234 members 
Entering Unmasked Estep 
Score: -39977.070312 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -39977.07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40377.667969 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -40377.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40697.195312 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -40697.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40928.800781 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -40928.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -41217.042969 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -41217.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -41374.332031 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -41374.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -41490.468750 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -41490.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -41572.863281 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -41572.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -41657.812500 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -41657.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -41664.535156 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -41664.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -41688.929688 Penalty: 3064.260254
	Iteration 10F: 3 clusters Score -41688.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -41854.097656 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -41854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41910.511719 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -41910.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41988.101562 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -41988.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -42051.816406 Penalty: 3064.260254
	Iteration 14Q: 3 clusters Score -42051.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -42061.363281 Penalty: 3064.260254
	Iteration 15Q: 3 clusters Score -42061.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -42064.812500 Penalty: 3064.260254
	Iteration 16Q: 3 clusters Score -42064.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -42067.394531 Penalty: 3064.260254
	Iteration 17Q: 3 clusters Score -42067.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -42067.394531 Penalty: 3064.260254
	Iteration 18F: 3 clusters Score -42067.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 39076 members 
Mstep: Class 4 contains 29636 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 27777 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 37409 members 
Mstep: Class 11 contains 22049 members 
Mstep: Class 12 contains 36524 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 42941 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 46055 members 
Mstep: Class 19 contains 176 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 21 contains 36031 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50570 members 
Mstep: Class 24 contains 57245 members 
Mstep: Class 25 contains 29629 members 
Mstep: Class 26 contains 45792 members 
Mstep: Class 27 contains 306 members 
Entering Unmasked Estep 
Score: -106723456.000000 Penalty: 88917.406250
Splitting cluster 19 changes total score from -106724528.000000 to -106723456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -822341.312500 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -822341.3 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 2202 members 
Entering Unmasked Estep 
Score: -818148.687500 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -818148.7 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -819147.750000 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -819147.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -819377.500000 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -819377.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -819542.375000 Penalty: 4166.392578
	Iteration 3F: 3 clusters Score -819542.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -819679.125000 Penalty: 4166.392578
	Iteration 4Q: 3 clusters Score -819679.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -819781.250000 Penalty: 4166.392578
	Iteration 5Q: 3 clusters Score -819781.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -819888.000000 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -819888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -819976.125000 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -819976.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -820042.250000 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -820042.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -820097.875000 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -820097.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -820128.937500 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -820128.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -820162.937500 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -820162.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -820193.750000 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -820193.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -820225.312500 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -820225.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -820264.250000 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -820264.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -820295.937500 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -820295.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -820331.625000 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -820331.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -820366.062500 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -820366.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -820400.187500 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -820400.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -820431.062500 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -820431.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -820462.000000 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -820462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -820490.625000 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -820490.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -820523.312500 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -820523.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -820558.750000 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -820558.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -820592.562500 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -820592.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -820621.750000 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -820621.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -820651.687500 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -820651.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -820670.312500 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -820670.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -820684.062500 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -820684.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -820693.000000 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -820693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -820702.625000 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -820702.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -820711.750000 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -820711.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -820715.562500 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -820715.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -820722.312500 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -820722.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -820727.500000 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -820727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -820731.750000 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -820731.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -820733.062500 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -820733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -820736.125000 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -820736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -820738.437500 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -820738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -820739.437500 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -820739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -820740.687500 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -820740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -820740.625000 Penalty: 4166.392578
	Iteration 41Q: 3 clusters Score -820740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -820740.187500 Penalty: 4166.392578
	Iteration 42Q: 3 clusters Score -820740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -820740.187500 Penalty: 4166.392578
	Iteration 43F: 3 clusters Score -820740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Entering Unmasked Estep 
Score: -6759809.000000 Penalty: 2602.049561
	Iteration 0F: 2 clusters Score -6759809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -6735546.500000 Penalty: 5204.099121
	Iteration 0F: 3 clusters Score -6735546 nChanged 16376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -6744548.000000 Penalty: 5204.099121
	Iteration 1F: 3 clusters Score -6744548 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -6745072.000000 Penalty: 5204.099121
	Iteration 2Q: 3 clusters Score -6745072 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -6745574.500000 Penalty: 5204.099121
	Iteration 3Q: 3 clusters Score -6745574 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -6746152.500000 Penalty: 5204.099121
	Iteration 4Q: 3 clusters Score -6746152 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -6746868.500000 Penalty: 5204.099121
	Iteration 5Q: 3 clusters Score -6746868 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -6747907.500000 Penalty: 5204.099121
	Iteration 6F: 3 clusters Score -6747908 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -6749305.500000 Penalty: 5204.099121
	Iteration 7F: 3 clusters Score -6749306 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -6751225.000000 Penalty: 5204.099121
	Iteration 8F: 3 clusters Score -6751225 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -6753237.000000 Penalty: 5204.099121
	Iteration 9F: 3 clusters Score -6753237 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6755003.500000 Penalty: 5204.099121
	Iteration 10F: 3 clusters Score -6755004 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6756234.000000 Penalty: 5204.099121
	Iteration 11Q: 3 clusters Score -6756234 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6756919.000000 Penalty: 5204.099121
	Iteration 12Q: 3 clusters Score -6756919 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6757216.000000 Penalty: 5204.099121
	Iteration 13Q: 3 clusters Score -6757216 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6757349.500000 Penalty: 5204.099121
	Iteration 14Q: 3 clusters Score -6757350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6757431.000000 Penalty: 5204.099121
	Iteration 15Q: 3 clusters Score -6757431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6757467.000000 Penalty: 5204.099121
	Iteration 16Q: 3 clusters Score -6757467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6757526.500000 Penalty: 5204.099121
	Iteration 17Q: 3 clusters Score -6757526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6757546.000000 Penalty: 5204.099121
	Iteration 18Q: 3 clusters Score -6757546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6757562.500000 Penalty: 5204.099121
	Iteration 19Q: 3 clusters Score -6757562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6757583.000000 Penalty: 5204.099121
	Iteration 20F: 3 clusters Score -6757583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6757612.000000 Penalty: 5204.099121
	Iteration 21Q: 3 clusters Score -6757612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6757616.000000 Penalty: 5204.099121
	Iteration 22Q: 3 clusters Score -6757616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6757616.000000 Penalty: 5204.099121
	Iteration 23F: 3 clusters Score -6757616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -60142.007812 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -60142.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -58978.558594 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -58978.56 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59104.019531 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -59104.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59140.269531 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -59140.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59188.347656 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -59188.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59253.699219 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -59253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59313.601562 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -59313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59327.234375 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -59327.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59352.164062 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -59352.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59353.917969 Penalty: 2793.081055
	Iteration 8F: 3 clusters Score -59353.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59366.300781 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -59366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59366.300781 Penalty: 2793.081055
	Iteration 10F: 3 clusters Score -59366.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Entering Unmasked Estep 
Score: -9424053.000000 Penalty: 2686.116211
	Iteration 0F: 2 clusters Score -9424053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -9393234.000000 Penalty: 5372.232422
	Iteration 0F: 3 clusters Score -9393234 nChanged 23275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -9406268.000000 Penalty: 5372.232422
	Iteration 1F: 3 clusters Score -9406268 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -9407131.000000 Penalty: 5372.232422
	Iteration 2Q: 3 clusters Score -9407131 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -9408224.000000 Penalty: 5372.232422
	Iteration 3F: 3 clusters Score -9408224 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -9409831.000000 Penalty: 5372.232422
	Iteration 4F: 3 clusters Score -9409831 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -9412292.000000 Penalty: 5372.232422
	Iteration 5F: 3 clusters Score -9412292 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -9415252.000000 Penalty: 5372.232422
	Iteration 6F: 3 clusters Score -9415252 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -9417984.000000 Penalty: 5372.232422
	Iteration 7F: 3 clusters Score -9417984 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -9419897.000000 Penalty: 5372.232422
	Iteration 8F: 3 clusters Score -9419897 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -9420706.000000 Penalty: 5372.232422
	Iteration 9Q: 3 clusters Score -9420706 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -9421209.000000 Penalty: 5372.232422
	Iteration 10Q: 3 clusters Score -9421209 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -9421381.000000 Penalty: 5372.232422
	Iteration 11Q: 3 clusters Score -9421381 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -9421531.000000 Penalty: 5372.232422
	Iteration 12Q: 3 clusters Score -9421531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -9421600.000000 Penalty: 5372.232422
	Iteration 13Q: 3 clusters Score -9421600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -9421631.000000 Penalty: 5372.232422
	Iteration 14Q: 3 clusters Score -9421631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -9421645.000000 Penalty: 5372.232422
	Iteration 15Q: 3 clusters Score -9421645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -9421670.000000 Penalty: 5372.232422
	Iteration 16Q: 3 clusters Score -9421670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -9421684.000000 Penalty: 5372.232422
	Iteration 17Q: 3 clusters Score -9421684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -9421698.000000 Penalty: 5372.232422
	Iteration 18Q: 3 clusters Score -9421698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -9421711.000000 Penalty: 5372.232422
	Iteration 19Q: 3 clusters Score -9421711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -9421723.000000 Penalty: 5372.232422
	Iteration 20F: 3 clusters Score -9421723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -9421729.000000 Penalty: 5372.232422
	Iteration 21Q: 3 clusters Score -9421729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -9421725.000000 Penalty: 5372.232422
	Iteration 22Q: 3 clusters Score -9421725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -9421729.000000 Penalty: 5372.232422
	Iteration 23Q: 3 clusters Score -9421729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -9421729.000000 Penalty: 5372.232422
	Iteration 24F: 3 clusters Score -9421729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (57245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Entering Unmasked Estep 
Score: -10671718.000000 Penalty: 2716.863525
	Iteration 0F: 2 clusters Score -1.067172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -10642582.000000 Penalty: 5433.727051
	Iteration 0F: 3 clusters Score -1.064258e+07 nChanged 26705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -10657654.000000 Penalty: 5433.727051
	Iteration 1F: 3 clusters Score -1.065765e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -10658263.000000 Penalty: 5433.727051
	Iteration 2Q: 3 clusters Score -1.065826e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -10658792.000000 Penalty: 5433.727051
	Iteration 3Q: 3 clusters Score -1.065879e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -10659364.000000 Penalty: 5433.727051
	Iteration 4Q: 3 clusters Score -1.065936e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -10660035.000000 Penalty: 5433.727051
	Iteration 5Q: 3 clusters Score -1.066004e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -10660923.000000 Penalty: 5433.727051
	Iteration 6Q: 3 clusters Score -1.066092e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -10662323.000000 Penalty: 5433.727051
	Iteration 7Q: 3 clusters Score -1.066232e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -10664500.000000 Penalty: 5433.727051
	Iteration 8F: 3 clusters Score -1.06645e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -10667222.000000 Penalty: 5433.727051
	Iteration 9F: 3 clusters Score -1.066722e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -10669568.000000 Penalty: 5433.727051
	Iteration 10F: 3 clusters Score -1.066957e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -10670799.000000 Penalty: 5433.727051
	Iteration 11Q: 3 clusters Score -1.06708e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -10671803.000000 Penalty: 5433.727051
	Iteration 12Q: 3 clusters Score -1.06718e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -10672831.000000 Penalty: 5433.727051
	Iteration 13Q: 3 clusters Score -1.067283e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -10673864.000000 Penalty: 5433.727051
	Iteration 14Q: 3 clusters Score -1.067386e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -10675035.000000 Penalty: 5433.727051
	Iteration 15Q: 3 clusters Score -1.067504e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -10676177.000000 Penalty: 5433.727051
	Iteration 16Q: 3 clusters Score -1.067618e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -10676986.000000 Penalty: 5433.727051
	Iteration 17Q: 3 clusters Score -1.067699e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -10677513.000000 Penalty: 5433.727051
	Iteration 18Q: 3 clusters Score -1.067751e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -10677807.000000 Penalty: 5433.727051
	Iteration 19Q: 3 clusters Score -1.067781e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -10677975.000000 Penalty: 5433.727051
	Iteration 20F: 3 clusters Score -1.067798e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -10678063.000000 Penalty: 5433.727051
	Iteration 21Q: 3 clusters Score -1.067806e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -10678116.000000 Penalty: 5433.727051
	Iteration 22Q: 3 clusters Score -1.067812e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -10678122.000000 Penalty: 5433.727051
	Iteration 23Q: 3 clusters Score -1.067812e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -10678162.000000 Penalty: 5433.727051
	Iteration 24Q: 3 clusters Score -1.067816e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -10678181.000000 Penalty: 5433.727051
	Iteration 25Q: 3 clusters Score -1.067818e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -10678160.000000 Penalty: 5433.727051
	Iteration 26Q: 3 clusters Score -1.067816e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -10678182.000000 Penalty: 5433.727051
	Iteration 27Q: 3 clusters Score -1.067818e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -10678183.000000 Penalty: 5433.727051
	Iteration 28Q: 3 clusters Score -1.067818e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -10678171.000000 Penalty: 5433.727051
	Iteration 29Q: 3 clusters Score -1.067817e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -10678182.000000 Penalty: 5433.727051
	Iteration 30Q: 3 clusters Score -1.067818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -10678175.000000 Penalty: 5433.727051
	Iteration 31Q: 3 clusters Score -1.067818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -10678162.000000 Penalty: 5433.727051
	Iteration 32Q: 3 clusters Score -1.067816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -10678177.000000 Penalty: 5433.727051
	Iteration 33Q: 3 clusters Score -1.067818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -10678189.000000 Penalty: 5433.727051
	Iteration 34Q: 3 clusters Score -1.067819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -10678188.000000 Penalty: 5433.727051
	Iteration 35Q: 3 clusters Score -1.067819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -10678194.000000 Penalty: 5433.727051
	Iteration 36Q: 3 clusters Score -1.067819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -10678182.000000 Penalty: 5433.727051
	Iteration 37Q: 3 clusters Score -1.067818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -10678182.000000 Penalty: 5433.727051
	Iteration 38F: 3 clusters Score -1.067818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 39076 members 
Mstep: Class 4 contains 29636 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 27777 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 37409 members 
Mstep: Class 11 contains 22049 members 
Mstep: Class 12 contains 36524 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 42941 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 46055 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 21 contains 36031 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50570 members 
Mstep: Class 24 contains 32518 members 
Mstep: Class 25 contains 29629 members 
Mstep: Class 26 contains 45792 members 
Mstep: Class 27 contains 24727 members 
Entering Unmasked Estep 
Score: -106730312.000000 Penalty: 88917.406250
Splitting cluster 24 changes total score from -106724528.000000 to -106730312.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 25 (29629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Entering Unmasked Estep 
Score: -5533220.500000 Penalty: 2553.534180
	Iteration 0F: 2 clusters Score -5533220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -5512863.000000 Penalty: 5107.068359
	Iteration 0F: 3 clusters Score -5512863 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -5520165.500000 Penalty: 5107.068359
	Iteration 1F: 3 clusters Score -5520166 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -5520651.000000 Penalty: 5107.068359
	Iteration 2F: 3 clusters Score -5520651 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -5521077.000000 Penalty: 5107.068359
	Iteration 3Q: 3 clusters Score -5521077 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -5521566.000000 Penalty: 5107.068359
	Iteration 4Q: 3 clusters Score -5521566 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -5522156.500000 Penalty: 5107.068359
	Iteration 5Q: 3 clusters Score -5522156 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -5523101.000000 Penalty: 5107.068359
	Iteration 6F: 3 clusters Score -5523101 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -5524533.500000 Penalty: 5107.068359
	Iteration 7F: 3 clusters Score -5524534 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -5526301.000000 Penalty: 5107.068359
	Iteration 8F: 3 clusters Score -5526301 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5528086.000000 Penalty: 5107.068359
	Iteration 9F: 3 clusters Score -5528086 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5529454.000000 Penalty: 5107.068359
	Iteration 10Q: 3 clusters Score -5529454 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5530274.000000 Penalty: 5107.068359
	Iteration 11Q: 3 clusters Score -5530274 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5530587.000000 Penalty: 5107.068359
	Iteration 12Q: 3 clusters Score -5530587 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5530730.500000 Penalty: 5107.068359
	Iteration 13Q: 3 clusters Score -5530730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5530811.500000 Penalty: 5107.068359
	Iteration 14Q: 3 clusters Score -5530812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5530849.000000 Penalty: 5107.068359
	Iteration 15Q: 3 clusters Score -5530849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5530872.500000 Penalty: 5107.068359
	Iteration 16Q: 3 clusters Score -5530872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5530897.500000 Penalty: 5107.068359
	Iteration 17Q: 3 clusters Score -5530898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5530923.000000 Penalty: 5107.068359
	Iteration 18Q: 3 clusters Score -5530923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5530943.500000 Penalty: 5107.068359
	Iteration 19Q: 3 clusters Score -5530944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5530943.500000 Penalty: 5107.068359
	Iteration 20F: 3 clusters Score -5530944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5530953.500000 Penalty: 5107.068359
	Iteration 21Q: 3 clusters Score -5530954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5530956.000000 Penalty: 5107.068359
	Iteration 22Q: 3 clusters Score -5530956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5530953.500000 Penalty: 5107.068359
	Iteration 23Q: 3 clusters Score -5530954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5530957.000000 Penalty: 5107.068359
	Iteration 24Q: 3 clusters Score -5530957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5530957.000000 Penalty: 5107.068359
	Iteration 25F: 3 clusters Score -5530957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (45792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Entering Unmasked Estep 
Score: -8567357.000000 Penalty: 2661.502441
	Iteration 0F: 2 clusters Score -8567357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -8538103.000000 Penalty: 5323.004883
	Iteration 0F: 3 clusters Score -8538103 nChanged 21033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -8549550.000000 Penalty: 5323.004883
	Iteration 1F: 3 clusters Score -8549550 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -8550066.000000 Penalty: 5323.004883
	Iteration 2Q: 3 clusters Score -8550066 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -8550572.000000 Penalty: 5323.004883
	Iteration 3Q: 3 clusters Score -8550572 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -8550932.000000 Penalty: 5323.004883
	Iteration 4Q: 3 clusters Score -8550932 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -8551395.000000 Penalty: 5323.004883
	Iteration 5Q: 3 clusters Score -8551395 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -8551873.000000 Penalty: 5323.004883
	Iteration 6Q: 3 clusters Score -8551873 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -8552506.000000 Penalty: 5323.004883
	Iteration 7Q: 3 clusters Score -8552506 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -8553530.000000 Penalty: 5323.004883
	Iteration 8Q: 3 clusters Score -8553530 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -8554912.000000 Penalty: 5323.004883
	Iteration 9F: 3 clusters Score -8554912 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -8556866.000000 Penalty: 5323.004883
	Iteration 10F: 3 clusters Score -8556866 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -8559070.000000 Penalty: 5323.004883
	Iteration 11F: 3 clusters Score -8559070 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -8561126.000000 Penalty: 5323.004883
	Iteration 12F: 3 clusters Score -8561126 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -8562853.000000 Penalty: 5323.004883
	Iteration 13F: 3 clusters Score -8562853 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8564121.000000 Penalty: 5323.004883
	Iteration 14Q: 3 clusters Score -8564121 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8564835.000000 Penalty: 5323.004883
	Iteration 15Q: 3 clusters Score -8564835 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8565234.000000 Penalty: 5323.004883
	Iteration 16Q: 3 clusters Score -8565234 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8565396.000000 Penalty: 5323.004883
	Iteration 17Q: 3 clusters Score -8565396 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8565480.000000 Penalty: 5323.004883
	Iteration 18Q: 3 clusters Score -8565480 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8565513.000000 Penalty: 5323.004883
	Iteration 19Q: 3 clusters Score -8565513 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8565541.000000 Penalty: 5323.004883
	Iteration 20F: 3 clusters Score -8565541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8565528.000000 Penalty: 5323.004883
	Iteration 21Q: 3 clusters Score -8565528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8565519.000000 Penalty: 5323.004883
	Iteration 22Q: 3 clusters Score -8565519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8565538.000000 Penalty: 5323.004883
	Iteration 23Q: 3 clusters Score -8565538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8565553.000000 Penalty: 5323.004883
	Iteration 24Q: 3 clusters Score -8565553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8565552.000000 Penalty: 5323.004883
	Iteration 25Q: 3 clusters Score -8565552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8565562.000000 Penalty: 5323.004883
	Iteration 26Q: 3 clusters Score -8565562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8565570.000000 Penalty: 5323.004883
	Iteration 27Q: 3 clusters Score -8565570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8565570.000000 Penalty: 5323.004883
	Iteration 28Q: 3 clusters Score -8565570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8565575.000000 Penalty: 5323.004883
	Iteration 29Q: 3 clusters Score -8565575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8565577.000000 Penalty: 5323.004883
	Iteration 30Q: 3 clusters Score -8565577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8565583.000000 Penalty: 5323.004883
	Iteration 31Q: 3 clusters Score -8565583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8565578.000000 Penalty: 5323.004883
	Iteration 32Q: 3 clusters Score -8565578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8565580.000000 Penalty: 5323.004883
	Iteration 33Q: 3 clusters Score -8565580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8565577.000000 Penalty: 5323.004883
	Iteration 34Q: 3 clusters Score -8565577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8565577.000000 Penalty: 5323.004883
	Iteration 35F: 3 clusters Score -8565577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 39076 members 
Mstep: Class 4 contains 29636 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 27777 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 37409 members 
Mstep: Class 11 contains 22049 members 
Mstep: Class 12 contains 36524 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 42941 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 46055 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 21 contains 36031 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50570 members 
Mstep: Class 24 contains 32518 members 
Mstep: Class 25 contains 29629 members 
Mstep: Class 26 contains 45792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106731256.000000 Penalty: 88917.406250
Iteration 399Q: 28 clusters Score -1.067313e+08 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 38974 members 
Mstep: Class 4 contains 29653 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 27531 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 37358 members 
Mstep: Class 11 contains 21920 members 
Mstep: Class 12 contains 36628 members 
Mstep: Class 13 contains 23144 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 34187 members 
Mstep: Class 16 contains 42925 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 46769 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 21 contains 36132 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50105 members 
Mstep: Class 24 contains 33741 members 
Mstep: Class 25 contains 29404 members 
Mstep: Class 26 contains 45733 members 
Mstep: Class 27 contains 24118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106732936.000000 Penalty: 88917.406250
Iteration 400F: 28 clusters Score -1.067329e+08 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 38585 members 
Mstep: Class 4 contains 29638 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 27072 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 4630 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 37072 members 
Mstep: Class 11 contains 21638 members 
Mstep: Class 12 contains 36754 members 
Mstep: Class 13 contains 23040 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 33728 members 
Mstep: Class 16 contains 42778 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 48235 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4339 members 
Mstep: Class 21 contains 35173 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49703 members 
Mstep: Class 24 contains 34639 members 
Mstep: Class 25 contains 29099 members 
Mstep: Class 26 contains 45932 members 
Mstep: Class 27 contains 25506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106732592.000000 Penalty: 88917.406250
Iteration 401Q: 28 clusters Score -1.067326e+08 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 29614 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 26640 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 4527 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 36866 members 
Mstep: Class 11 contains 21374 members 
Mstep: Class 12 contains 36858 members 
Mstep: Class 13 contains 22962 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 33258 members 
Mstep: Class 16 contains 42712 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 49679 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4290 members 
Mstep: Class 21 contains 34321 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49326 members 
Mstep: Class 24 contains 35590 members 
Mstep: Class 25 contains 28793 members 
Mstep: Class 26 contains 45736 members 
Mstep: Class 27 contains 26808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106731656.000000 Penalty: 88917.406250
Iteration 402Q: 28 clusters Score -1.067317e+08 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 38105 members 
Mstep: Class 4 contains 29599 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 26189 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 36685 members 
Mstep: Class 11 contains 21139 members 
Mstep: Class 12 contains 36961 members 
Mstep: Class 13 contains 22868 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 32761 members 
Mstep: Class 16 contains 42674 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 51395 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4241 members 
Mstep: Class 21 contains 33599 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 48903 members 
Mstep: Class 24 contains 36528 members 
Mstep: Class 25 contains 28434 members 
Mstep: Class 26 contains 44998 members 
Mstep: Class 27 contains 28236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106730200.000000 Penalty: 88917.406250
Iteration 403Q: 28 clusters Score -1.067302e+08 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 37997 members 
Mstep: Class 4 contains 29592 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 25822 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 4358 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 36479 members 
Mstep: Class 11 contains 20948 members 
Mstep: Class 12 contains 37062 members 
Mstep: Class 13 contains 22781 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 32406 members 
Mstep: Class 16 contains 42689 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 52738 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4194 members 
Mstep: Class 21 contains 33199 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 48468 members 
Mstep: Class 24 contains 37506 members 
Mstep: Class 25 contains 28054 members 
Mstep: Class 26 contains 43633 members 
Mstep: Class 27 contains 29929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106729800.000000 Penalty: 88917.406250
Iteration 404Q: 28 clusters Score -1.067298e+08 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37921 members 
Mstep: Class 4 contains 29593 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 25500 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 4275 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 36303 members 
Mstep: Class 11 contains 20749 members 
Mstep: Class 12 contains 37160 members 
Mstep: Class 13 contains 22692 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 32194 members 
Mstep: Class 16 contains 42720 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 53524 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4139 members 
Mstep: Class 21 contains 32890 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 48041 members 
Mstep: Class 24 contains 38486 members 
Mstep: Class 25 contains 27672 members 
Mstep: Class 26 contains 42417 members 
Mstep: Class 27 contains 31674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106729232.000000 Penalty: 88917.406250
Iteration 405Q: 28 clusters Score -1.067292e+08 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37747 members 
Mstep: Class 4 contains 29601 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 25127 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 4214 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 36096 members 
Mstep: Class 11 contains 20563 members 
Mstep: Class 12 contains 37262 members 
Mstep: Class 13 contains 22610 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 32007 members 
Mstep: Class 16 contains 42725 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 54149 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4094 members 
Mstep: Class 21 contains 32429 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 47690 members 
Mstep: Class 24 contains 39408 members 
Mstep: Class 25 contains 27283 members 
Mstep: Class 26 contains 41568 members 
Mstep: Class 27 contains 33474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106728800.000000 Penalty: 88917.406250
Iteration 406Q: 28 clusters Score -1.067288e+08 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 37568 members 
Mstep: Class 4 contains 29608 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 24693 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 35850 members 
Mstep: Class 11 contains 20344 members 
Mstep: Class 12 contains 37352 members 
Mstep: Class 13 contains 22533 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 31837 members 
Mstep: Class 16 contains 42714 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 54764 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4053 members 
Mstep: Class 21 contains 31714 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 47356 members 
Mstep: Class 24 contains 40267 members 
Mstep: Class 25 contains 26887 members 
Mstep: Class 26 contains 41132 members 
Mstep: Class 27 contains 35314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106728480.000000 Penalty: 88917.406250
Iteration 407Q: 28 clusters Score -1.067285e+08 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 37389 members 
Mstep: Class 4 contains 29609 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 24195 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 35662 members 
Mstep: Class 11 contains 20130 members 
Mstep: Class 12 contains 37435 members 
Mstep: Class 13 contains 22468 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 31676 members 
Mstep: Class 16 contains 42692 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 55210 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 4014 members 
Mstep: Class 21 contains 30842 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 47085 members 
Mstep: Class 24 contains 41059 members 
Mstep: Class 25 contains 26448 members 
Mstep: Class 26 contains 41019 members 
Mstep: Class 27 contains 37213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106728904.000000 Penalty: 88917.406250
Iteration 408Q: 28 clusters Score -1.067289e+08 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 37258 members 
Mstep: Class 4 contains 29611 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 23719 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 4037 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 35479 members 
Mstep: Class 11 contains 19868 members 
Mstep: Class 12 contains 37568 members 
Mstep: Class 13 contains 22385 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 31493 members 
Mstep: Class 16 contains 42697 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 55028 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 29963 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 46575 members 
Mstep: Class 24 contains 41988 members 
Mstep: Class 25 contains 26092 members 
Mstep: Class 26 contains 41205 members 
Mstep: Class 27 contains 39393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106729256.000000 Penalty: 88917.406250
Iteration 409Q: 28 clusters Score -1.067293e+08 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37131 members 
Mstep: Class 4 contains 29614 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 23237 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 35262 members 
Mstep: Class 11 contains 19656 members 
Mstep: Class 12 contains 37693 members 
Mstep: Class 13 contains 22313 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 31314 members 
Mstep: Class 16 contains 42710 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 54598 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 29139 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 45844 members 
Mstep: Class 24 contains 42836 members 
Mstep: Class 25 contains 25718 members 
Mstep: Class 26 contains 41608 members 
Mstep: Class 27 contains 41780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106729360.000000 Penalty: 88917.406250
Iteration 410Q: 28 clusters Score -1.067294e+08 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37032 members 
Mstep: Class 4 contains 29601 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 22797 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 35049 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 37804 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 31193 members 
Mstep: Class 16 contains 42720 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 54309 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3925 members 
Mstep: Class 21 contains 28409 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 45002 members 
Mstep: Class 24 contains 43474 members 
Mstep: Class 25 contains 25338 members 
Mstep: Class 26 contains 42043 members 
Mstep: Class 27 contains 44129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106729040.000000 Penalty: 88917.406250
Iteration 411Q: 28 clusters Score -1.06729e+08 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 36970 members 
Mstep: Class 4 contains 29586 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 22431 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3932 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34898 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 37920 members 
Mstep: Class 13 contains 22205 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 31109 members 
Mstep: Class 16 contains 42738 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 54536 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3905 members 
Mstep: Class 21 contains 27717 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 44105 members 
Mstep: Class 24 contains 43873 members 
Mstep: Class 25 contains 24810 members 
Mstep: Class 26 contains 42419 members 
Mstep: Class 27 contains 46118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106728384.000000 Penalty: 88917.406250
Iteration 412Q: 28 clusters Score -1.067284e+08 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 36924 members 
Mstep: Class 4 contains 29576 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 22124 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34756 members 
Mstep: Class 11 contains 19200 members 
Mstep: Class 12 contains 38034 members 
Mstep: Class 13 contains 22161 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 31073 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 54780 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3864 members 
Mstep: Class 21 contains 27225 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 43122 members 
Mstep: Class 24 contains 44922 members 
Mstep: Class 25 contains 24245 members 
Mstep: Class 26 contains 42639 members 
Mstep: Class 27 contains 47372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106727896.000000 Penalty: 88917.406250
Iteration 413Q: 28 clusters Score -1.067279e+08 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 36958 members 
Mstep: Class 4 contains 29572 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 21856 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34623 members 
Mstep: Class 11 contains 19117 members 
Mstep: Class 12 contains 38160 members 
Mstep: Class 13 contains 22099 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 31044 members 
Mstep: Class 16 contains 42791 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 55239 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3826 members 
Mstep: Class 21 contains 26816 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 42151 members 
Mstep: Class 24 contains 46099 members 
Mstep: Class 25 contains 23808 members 
Mstep: Class 26 contains 42829 members 
Mstep: Class 27 contains 47901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106727248.000000 Penalty: 88917.406250
Iteration 414Q: 28 clusters Score -1.067272e+08 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37013 members 
Mstep: Class 4 contains 29566 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 21617 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34481 members 
Mstep: Class 11 contains 19036 members 
Mstep: Class 12 contains 38265 members 
Mstep: Class 13 contains 22061 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 31019 members 
Mstep: Class 16 contains 42804 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 55742 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3800 members 
Mstep: Class 21 contains 26464 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 41715 members 
Mstep: Class 24 contains 47035 members 
Mstep: Class 25 contains 23431 members 
Mstep: Class 26 contains 43055 members 
Mstep: Class 27 contains 47899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726560.000000 Penalty: 88917.406250
Iteration 415Q: 28 clusters Score -1.067266e+08 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37061 members 
Mstep: Class 4 contains 29561 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 21394 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34410 members 
Mstep: Class 11 contains 18946 members 
Mstep: Class 12 contains 38369 members 
Mstep: Class 13 contains 22041 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 31020 members 
Mstep: Class 16 contains 42865 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 56236 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3763 members 
Mstep: Class 21 contains 26145 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 41494 members 
Mstep: Class 24 contains 47721 members 
Mstep: Class 25 contains 23178 members 
Mstep: Class 26 contains 43241 members 
Mstep: Class 27 contains 47670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725544.000000 Penalty: 88917.406250
Iteration 416Q: 28 clusters Score -1.067255e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37139 members 
Mstep: Class 4 contains 29557 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 21181 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34336 members 
Mstep: Class 11 contains 18867 members 
Mstep: Class 12 contains 38487 members 
Mstep: Class 13 contains 22013 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 42897 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 56762 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3745 members 
Mstep: Class 21 contains 25850 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 41335 members 
Mstep: Class 24 contains 48199 members 
Mstep: Class 25 contains 22963 members 
Mstep: Class 26 contains 43359 members 
Mstep: Class 27 contains 47537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725240.000000 Penalty: 88917.406250
Iteration 417Q: 28 clusters Score -1.067252e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37245 members 
Mstep: Class 4 contains 29556 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3786 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34298 members 
Mstep: Class 11 contains 18783 members 
Mstep: Class 12 contains 38600 members 
Mstep: Class 13 contains 21968 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 30955 members 
Mstep: Class 16 contains 42911 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 57109 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3705 members 
Mstep: Class 21 contains 25611 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 41281 members 
Mstep: Class 24 contains 48549 members 
Mstep: Class 25 contains 22778 members 
Mstep: Class 26 contains 43574 members 
Mstep: Class 27 contains 47382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724432.000000 Penalty: 88917.406250
Iteration 418Q: 28 clusters Score -1.067244e+08 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37334 members 
Mstep: Class 4 contains 29558 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3778 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34257 members 
Mstep: Class 11 contains 18709 members 
Mstep: Class 12 contains 38709 members 
Mstep: Class 13 contains 21932 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 30889 members 
Mstep: Class 16 contains 42955 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 57421 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3670 members 
Mstep: Class 21 contains 25467 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 41287 members 
Mstep: Class 24 contains 48817 members 
Mstep: Class 25 contains 22597 members 
Mstep: Class 26 contains 43702 members 
Mstep: Class 27 contains 47229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724368.000000 Penalty: 88917.406250
Iteration 419Q: 28 clusters Score -1.067244e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37437 members 
Mstep: Class 4 contains 29550 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 20705 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3783 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34199 members 
Mstep: Class 11 contains 18644 members 
Mstep: Class 12 contains 38810 members 
Mstep: Class 13 contains 21880 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 30828 members 
Mstep: Class 16 contains 43005 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 57718 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 25310 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 41355 members 
Mstep: Class 24 contains 49047 members 
Mstep: Class 25 contains 22426 members 
Mstep: Class 26 contains 43806 members 
Mstep: Class 27 contains 47055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726688.000000 Penalty: 88917.406250
Iteration 420F: 28 clusters Score -1.067267e+08 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37538 members 
Mstep: Class 4 contains 29554 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3779 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34157 members 
Mstep: Class 11 contains 18580 members 
Mstep: Class 12 contains 38906 members 
Mstep: Class 13 contains 21834 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 30652 members 
Mstep: Class 16 contains 43043 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 57064 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3594 members 
Mstep: Class 21 contains 24939 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 41275 members 
Mstep: Class 24 contains 49451 members 
Mstep: Class 25 contains 22228 members 
Mstep: Class 26 contains 42569 members 
Mstep: Class 27 contains 49563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106726568.000000 Penalty: 88917.406250
Iteration 421Q: 28 clusters Score -1.067266e+08 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37631 members 
Mstep: Class 4 contains 29543 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 20242 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3773 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34092 members 
Mstep: Class 11 contains 18499 members 
Mstep: Class 12 contains 38998 members 
Mstep: Class 13 contains 21798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 30446 members 
Mstep: Class 16 contains 43053 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 55645 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3573 members 
Mstep: Class 21 contains 24422 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 41349 members 
Mstep: Class 24 contains 50400 members 
Mstep: Class 25 contains 22063 members 
Mstep: Class 26 contains 41923 members 
Mstep: Class 27 contains 51828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725736.000000 Penalty: 88917.406250
Iteration 422Q: 28 clusters Score -1.067257e+08 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37749 members 
Mstep: Class 4 contains 29541 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 19948 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3779 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34089 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 39083 members 
Mstep: Class 13 contains 21773 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 30245 members 
Mstep: Class 16 contains 43110 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 53798 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 23810 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 41804 members 
Mstep: Class 24 contains 51932 members 
Mstep: Class 25 contains 21893 members 
Mstep: Class 26 contains 41332 members 
Mstep: Class 27 contains 53499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724672.000000 Penalty: 88917.406250
Iteration 423Q: 28 clusters Score -1.067247e+08 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 37915 members 
Mstep: Class 4 contains 29508 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 19614 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34073 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 39168 members 
Mstep: Class 13 contains 21716 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 30088 members 
Mstep: Class 16 contains 43167 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 52308 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 23166 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 42736 members 
Mstep: Class 24 contains 53717 members 
Mstep: Class 25 contains 21658 members 
Mstep: Class 26 contains 40788 members 
Mstep: Class 27 contains 54129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724000.000000 Penalty: 88917.406250
Iteration 424Q: 28 clusters Score -1.06724e+08 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 38125 members 
Mstep: Class 4 contains 29493 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 19296 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34021 members 
Mstep: Class 11 contains 18269 members 
Mstep: Class 12 contains 39259 members 
Mstep: Class 13 contains 21655 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29942 members 
Mstep: Class 16 contains 43209 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 51293 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3492 members 
Mstep: Class 21 contains 22513 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 43742 members 
Mstep: Class 24 contains 55255 members 
Mstep: Class 25 contains 21402 members 
Mstep: Class 26 contains 40373 members 
Mstep: Class 27 contains 54287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722904.000000 Penalty: 88917.406250
Iteration 425Q: 28 clusters Score -1.067229e+08 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 38348 members 
Mstep: Class 4 contains 29481 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 18960 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3817 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34032 members 
Mstep: Class 11 contains 18243 members 
Mstep: Class 12 contains 39355 members 
Mstep: Class 13 contains 21587 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29800 members 
Mstep: Class 16 contains 43324 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 50758 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 21815 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 44762 members 
Mstep: Class 24 contains 56713 members 
Mstep: Class 25 contains 21043 members 
Mstep: Class 26 contains 40121 members 
Mstep: Class 27 contains 53843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722392.000000 Penalty: 88917.406250
Iteration 426Q: 28 clusters Score -1.067224e+08 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 38582 members 
Mstep: Class 4 contains 29455 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 18670 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34069 members 
Mstep: Class 11 contains 18246 members 
Mstep: Class 12 contains 39426 members 
Mstep: Class 13 contains 21582 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29637 members 
Mstep: Class 16 contains 43437 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 50535 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 21176 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 45654 members 
Mstep: Class 24 contains 57902 members 
Mstep: Class 25 contains 20751 members 
Mstep: Class 26 contains 39873 members 
Mstep: Class 27 contains 53249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722128.000000 Penalty: 88917.406250
Iteration 427Q: 28 clusters Score -1.067221e+08 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 38779 members 
Mstep: Class 4 contains 29432 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 18395 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34105 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 39487 members 
Mstep: Class 13 contains 21552 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29507 members 
Mstep: Class 16 contains 43550 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 50550 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3422 members 
Mstep: Class 21 contains 20533 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 46606 members 
Mstep: Class 24 contains 58684 members 
Mstep: Class 25 contains 20590 members 
Mstep: Class 26 contains 39720 members 
Mstep: Class 27 contains 52577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106721296.000000 Penalty: 88917.406250
Iteration 428Q: 28 clusters Score -1.067213e+08 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 38972 members 
Mstep: Class 4 contains 29431 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 18100 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34135 members 
Mstep: Class 11 contains 18273 members 
Mstep: Class 12 contains 39537 members 
Mstep: Class 13 contains 21562 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29350 members 
Mstep: Class 16 contains 43623 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 50715 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 19861 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 47508 members 
Mstep: Class 24 contains 59246 members 
Mstep: Class 25 contains 20366 members 
Mstep: Class 26 contains 39741 members 
Mstep: Class 27 contains 51958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106720272.000000 Penalty: 88917.406250
Iteration 429Q: 28 clusters Score -1.067203e+08 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 39164 members 
Mstep: Class 4 contains 29412 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 17819 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34201 members 
Mstep: Class 11 contains 18286 members 
Mstep: Class 12 contains 39593 members 
Mstep: Class 13 contains 21568 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29228 members 
Mstep: Class 16 contains 43708 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 50860 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 19208 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 48311 members 
Mstep: Class 24 contains 59611 members 
Mstep: Class 25 contains 20108 members 
Mstep: Class 26 contains 39738 members 
Mstep: Class 27 contains 51608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106719024.000000 Penalty: 88917.406250
Iteration 430Q: 28 clusters Score -1.06719e+08 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 39390 members 
Mstep: Class 4 contains 29399 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 17565 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34273 members 
Mstep: Class 11 contains 18317 members 
Mstep: Class 12 contains 39634 members 
Mstep: Class 13 contains 21572 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29083 members 
Mstep: Class 16 contains 43831 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 51180 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 18623 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 48987 members 
Mstep: Class 24 contains 59963 members 
Mstep: Class 25 contains 19819 members 
Mstep: Class 26 contains 39558 members 
Mstep: Class 27 contains 51277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716696.000000 Penalty: 88917.406250
Iteration 431Q: 28 clusters Score -1.067167e+08 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 39601 members 
Mstep: Class 4 contains 29391 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 17300 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3896 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34360 members 
Mstep: Class 11 contains 18374 members 
Mstep: Class 12 contains 39676 members 
Mstep: Class 13 contains 21546 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28925 members 
Mstep: Class 16 contains 43977 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 51585 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 18033 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49585 members 
Mstep: Class 24 contains 60208 members 
Mstep: Class 25 contains 19526 members 
Mstep: Class 26 contains 39362 members 
Mstep: Class 27 contains 51069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716120.000000 Penalty: 88917.406250
Iteration 432Q: 28 clusters Score -1.067161e+08 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 39837 members 
Mstep: Class 4 contains 29371 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 16998 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34444 members 
Mstep: Class 11 contains 18406 members 
Mstep: Class 12 contains 39725 members 
Mstep: Class 13 contains 21486 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28790 members 
Mstep: Class 16 contains 44148 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 52050 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 17469 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50188 members 
Mstep: Class 24 contains 60424 members 
Mstep: Class 25 contains 19192 members 
Mstep: Class 26 contains 39122 members 
Mstep: Class 27 contains 50909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106715032.000000 Penalty: 88917.406250
Iteration 433Q: 28 clusters Score -1.06715e+08 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 40070 members 
Mstep: Class 4 contains 29370 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 16699 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34494 members 
Mstep: Class 11 contains 18439 members 
Mstep: Class 12 contains 39785 members 
Mstep: Class 13 contains 21429 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28688 members 
Mstep: Class 16 contains 44322 members 
Mstep: Class 17 contains 2485 members 
Mstep: Class 18 contains 52427 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 16938 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50842 members 
Mstep: Class 24 contains 60468 members 
Mstep: Class 25 contains 18959 members 
Mstep: Class 26 contains 38834 members 
Mstep: Class 27 contains 50833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106714200.000000 Penalty: 88917.406250
Iteration 434Q: 28 clusters Score -1.067142e+08 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 40309 members 
Mstep: Class 4 contains 29361 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 16417 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34573 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 39862 members 
Mstep: Class 13 contains 21355 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28613 members 
Mstep: Class 16 contains 44474 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 52863 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3351 members 
Mstep: Class 21 contains 16453 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51543 members 
Mstep: Class 24 contains 60389 members 
Mstep: Class 25 contains 18845 members 
Mstep: Class 26 contains 38401 members 
Mstep: Class 27 contains 50704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106713032.000000 Penalty: 88917.406250
Iteration 435Q: 28 clusters Score -1.06713e+08 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 40549 members 
Mstep: Class 4 contains 29365 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 16156 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34636 members 
Mstep: Class 11 contains 18524 members 
Mstep: Class 12 contains 39909 members 
Mstep: Class 13 contains 21294 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28556 members 
Mstep: Class 16 contains 44627 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 53291 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3339 members 
Mstep: Class 21 contains 16003 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 52215 members 
Mstep: Class 24 contains 60214 members 
Mstep: Class 25 contains 18838 members 
Mstep: Class 26 contains 37925 members 
Mstep: Class 27 contains 50584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106712656.000000 Penalty: 88917.406250
Iteration 436Q: 28 clusters Score -1.067127e+08 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 40751 members 
Mstep: Class 4 contains 29354 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 15876 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 3987 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34709 members 
Mstep: Class 11 contains 18605 members 
Mstep: Class 12 contains 39998 members 
Mstep: Class 13 contains 21196 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28520 members 
Mstep: Class 16 contains 44769 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 53623 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3337 members 
Mstep: Class 21 contains 15598 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 52880 members 
Mstep: Class 24 contains 59946 members 
Mstep: Class 25 contains 18903 members 
Mstep: Class 26 contains 37519 members 
Mstep: Class 27 contains 50457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106712256.000000 Penalty: 88917.406250
Iteration 437Q: 28 clusters Score -1.067123e+08 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 40954 members 
Mstep: Class 4 contains 29360 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 15625 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34799 members 
Mstep: Class 11 contains 18710 members 
Mstep: Class 12 contains 40091 members 
Mstep: Class 13 contains 21105 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28493 members 
Mstep: Class 16 contains 44863 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 53911 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 15200 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 53606 members 
Mstep: Class 24 contains 59516 members 
Mstep: Class 25 contains 19052 members 
Mstep: Class 26 contains 37104 members 
Mstep: Class 27 contains 50290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106712160.000000 Penalty: 88917.406250
Iteration 438Q: 28 clusters Score -1.067122e+08 nChanged 6169
Entering ConstructFrom: 
Score: -106712160.000000 Penalty: 88917.406250
Entering ConstructFrom: 
Trying to split cluster 1 (7203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Entering Unmasked Estep 
Score: -1332406.625000 Penalty: 2202.798584
	Iteration 0F: 2 clusters Score -1332407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1326521.000000 Penalty: 4405.597168
	Iteration 0F: 3 clusters Score -1326521 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1327990.125000 Penalty: 4405.597168
	Iteration 1F: 3 clusters Score -1327990 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1328255.125000 Penalty: 4405.597168
	Iteration 2F: 3 clusters Score -1328255 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1328449.625000 Penalty: 4405.597168
	Iteration 3F: 3 clusters Score -1328450 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1328594.750000 Penalty: 4405.597168
	Iteration 4Q: 3 clusters Score -1328595 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1328752.000000 Penalty: 4405.597168
	Iteration 5Q: 3 clusters Score -1328752 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1328944.625000 Penalty: 4405.597168
	Iteration 6Q: 3 clusters Score -1328945 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1329133.875000 Penalty: 4405.597168
	Iteration 7Q: 3 clusters Score -1329134 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1329312.000000 Penalty: 4405.597168
	Iteration 8Q: 3 clusters Score -1329312 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1329449.750000 Penalty: 4405.597168
	Iteration 9Q: 3 clusters Score -1329450 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1329582.625000 Penalty: 4405.597168
	Iteration 10Q: 3 clusters Score -1329583 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1329742.375000 Penalty: 4405.597168
	Iteration 11Q: 3 clusters Score -1329742 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1329873.000000 Penalty: 4405.597168
	Iteration 12Q: 3 clusters Score -1329873 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1329974.625000 Penalty: 4405.597168
	Iteration 13Q: 3 clusters Score -1329975 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1330058.750000 Penalty: 4405.597168
	Iteration 14Q: 3 clusters Score -1330059 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1330127.500000 Penalty: 4405.597168
	Iteration 15Q: 3 clusters Score -1330128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1330173.750000 Penalty: 4405.597168
	Iteration 16Q: 3 clusters Score -1330174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1330209.625000 Penalty: 4405.597168
	Iteration 17Q: 3 clusters Score -1330210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1330234.500000 Penalty: 4405.597168
	Iteration 18Q: 3 clusters Score -1330234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1330249.375000 Penalty: 4405.597168
	Iteration 19Q: 3 clusters Score -1330249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1330258.000000 Penalty: 4405.597168
	Iteration 20F: 3 clusters Score -1330258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1330265.250000 Penalty: 4405.597168
	Iteration 21Q: 3 clusters Score -1330265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1330274.250000 Penalty: 4405.597168
	Iteration 22Q: 3 clusters Score -1330274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1330281.250000 Penalty: 4405.597168
	Iteration 23Q: 3 clusters Score -1330281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1330290.500000 Penalty: 4405.597168
	Iteration 24Q: 3 clusters Score -1330290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1330299.625000 Penalty: 4405.597168
	Iteration 25Q: 3 clusters Score -1330300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1330307.250000 Penalty: 4405.597168
	Iteration 26Q: 3 clusters Score -1330307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1330312.500000 Penalty: 4405.597168
	Iteration 27Q: 3 clusters Score -1330312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1330327.625000 Penalty: 4405.597168
	Iteration 28Q: 3 clusters Score -1330328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1330332.375000 Penalty: 4405.597168
	Iteration 29Q: 3 clusters Score -1330332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1330341.125000 Penalty: 4405.597168
	Iteration 30Q: 3 clusters Score -1330341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1330343.375000 Penalty: 4405.597168
	Iteration 31Q: 3 clusters Score -1330343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1330348.000000 Penalty: 4405.597168
	Iteration 32Q: 3 clusters Score -1330348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1330351.375000 Penalty: 4405.597168
	Iteration 33Q: 3 clusters Score -1330351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1330357.125000 Penalty: 4405.597168
	Iteration 34Q: 3 clusters Score -1330357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1330358.875000 Penalty: 4405.597168
	Iteration 35Q: 3 clusters Score -1330359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1330362.750000 Penalty: 4405.597168
	Iteration 36Q: 3 clusters Score -1330363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1330360.750000 Penalty: 4405.597168
	Iteration 37Q: 3 clusters Score -1330361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1330362.375000 Penalty: 4405.597168
	Iteration 38Q: 3 clusters Score -1330362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1330364.625000 Penalty: 4405.597168
	Iteration 39Q: 3 clusters Score -1330365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1330367.750000 Penalty: 4405.597168
	Iteration 40F: 3 clusters Score -1330368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1330368.375000 Penalty: 4405.597168
	Iteration 41Q: 3 clusters Score -1330368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1330369.250000 Penalty: 4405.597168
	Iteration 42Q: 3 clusters Score -1330369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1330369.500000 Penalty: 4405.597168
	Iteration 43Q: 3 clusters Score -1330370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1330369.250000 Penalty: 4405.597168
	Iteration 44Q: 3 clusters Score -1330369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1330369.250000 Penalty: 4405.597168
	Iteration 45F: 3 clusters Score -1330369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -195081.875000 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -195081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -193077.921875 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -193077.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -193422.453125 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -193422.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -193536.234375 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -193536.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -193607.890625 Penalty: 3474.421387
	Iteration 3Q: 3 clusters Score -193607.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -193677.781250 Penalty: 3474.421387
	Iteration 4Q: 3 clusters Score -193677.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -193736.671875 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -193736.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -193772.921875 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -193772.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -193798.218750 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -193798.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -193819.046875 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -193819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -193848.234375 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -193848.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -193856.843750 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -193856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -193863.093750 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -193863.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -193871.390625 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -193871.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -193880.046875 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -193880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -193891.703125 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -193891.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -193902.031250 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -193902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -193909.406250 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -193909.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -193911.828125 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -193911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -193916.343750 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -193916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -193919.500000 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -193919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -193920.984375 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -193921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -193923.156250 Penalty: 3474.421387
	Iteration 21Q: 3 clusters Score -193923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -193926.890625 Penalty: 3474.421387
	Iteration 22Q: 3 clusters Score -193926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -193936.828125 Penalty: 3474.421387
	Iteration 23Q: 3 clusters Score -193936.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -193946.828125 Penalty: 3474.421387
	Iteration 24Q: 3 clusters Score -193946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -193952.546875 Penalty: 3474.421387
	Iteration 25Q: 3 clusters Score -193952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -193954.390625 Penalty: 3474.421387
	Iteration 26Q: 3 clusters Score -193954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -193964.671875 Penalty: 3474.421387
	Iteration 27Q: 3 clusters Score -193964.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -193980.031250 Penalty: 3474.421387
	Iteration 28Q: 3 clusters Score -193980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -193994.343750 Penalty: 3474.421387
	Iteration 29Q: 3 clusters Score -193994.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -194014.812500 Penalty: 3474.421387
	Iteration 30Q: 3 clusters Score -194014.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -194038.312500 Penalty: 3474.421387
	Iteration 31Q: 3 clusters Score -194038.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -194066.843750 Penalty: 3474.421387
	Iteration 32Q: 3 clusters Score -194066.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -194085.578125 Penalty: 3474.421387
	Iteration 33Q: 3 clusters Score -194085.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -194111.093750 Penalty: 3474.421387
	Iteration 34Q: 3 clusters Score -194111.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -194130.796875 Penalty: 3474.421387
	Iteration 35Q: 3 clusters Score -194130.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -194159.328125 Penalty: 3474.421387
	Iteration 36Q: 3 clusters Score -194159.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -194180.765625 Penalty: 3474.421387
	Iteration 37Q: 3 clusters Score -194180.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -194206.843750 Penalty: 3474.421387
	Iteration 38Q: 3 clusters Score -194206.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -194230.937500 Penalty: 3474.421387
	Iteration 39Q: 3 clusters Score -194230.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -194247.890625 Penalty: 3474.421387
	Iteration 40F: 3 clusters Score -194247.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -194271.453125 Penalty: 3474.421387
	Iteration 41Q: 3 clusters Score -194271.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -194285.859375 Penalty: 3474.421387
	Iteration 42Q: 3 clusters Score -194285.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -194292.390625 Penalty: 3474.421387
	Iteration 43Q: 3 clusters Score -194292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -194297.171875 Penalty: 3474.421387
	Iteration 44Q: 3 clusters Score -194297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -194299.734375 Penalty: 3474.421387
	Iteration 45Q: 3 clusters Score -194299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -194299.734375 Penalty: 3474.421387
	Iteration 46F: 3 clusters Score -194299.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Entering Unmasked Estep 
Score: -7647017.500000 Penalty: 2635.326172
	Iteration 0F: 2 clusters Score -7647018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -7619167.000000 Penalty: 5270.652344
	Iteration 0F: 3 clusters Score -7619167 nChanged 18863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -7629491.500000 Penalty: 5270.652344
	Iteration 1F: 3 clusters Score -7629492 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -7630115.500000 Penalty: 5270.652344
	Iteration 2Q: 3 clusters Score -7630116 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -7630851.500000 Penalty: 5270.652344
	Iteration 3Q: 3 clusters Score -7630852 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -7631838.500000 Penalty: 5270.652344
	Iteration 4Q: 3 clusters Score -7631838 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -7633070.000000 Penalty: 5270.652344
	Iteration 5F: 3 clusters Score -7633070 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -7634697.500000 Penalty: 5270.652344
	Iteration 6F: 3 clusters Score -7634698 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -7636644.500000 Penalty: 5270.652344
	Iteration 7F: 3 clusters Score -7636644 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -7638947.000000 Penalty: 5270.652344
	Iteration 8F: 3 clusters Score -7638947 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -7640736.500000 Penalty: 5270.652344
	Iteration 9F: 3 clusters Score -7640736 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -7641748.500000 Penalty: 5270.652344
	Iteration 10Q: 3 clusters Score -7641748 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -7642265.500000 Penalty: 5270.652344
	Iteration 11Q: 3 clusters Score -7642266 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -7642619.500000 Penalty: 5270.652344
	Iteration 12Q: 3 clusters Score -7642620 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -7642903.000000 Penalty: 5270.652344
	Iteration 13Q: 3 clusters Score -7642903 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -7643113.500000 Penalty: 5270.652344
	Iteration 14Q: 3 clusters Score -7643114 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -7643308.500000 Penalty: 5270.652344
	Iteration 15Q: 3 clusters Score -7643308 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -7643440.500000 Penalty: 5270.652344
	Iteration 16Q: 3 clusters Score -7643440 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -7643555.500000 Penalty: 5270.652344
	Iteration 17Q: 3 clusters Score -7643556 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -7643625.500000 Penalty: 5270.652344
	Iteration 18Q: 3 clusters Score -7643626 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -7643718.000000 Penalty: 5270.652344
	Iteration 19Q: 3 clusters Score -7643718 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -7643811.500000 Penalty: 5270.652344
	Iteration 20F: 3 clusters Score -7643812 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -7643926.000000 Penalty: 5270.652344
	Iteration 21Q: 3 clusters Score -7643926 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -7644032.000000 Penalty: 5270.652344
	Iteration 22Q: 3 clusters Score -7644032 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -7644092.000000 Penalty: 5270.652344
	Iteration 23Q: 3 clusters Score -7644092 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -7644159.000000 Penalty: 5270.652344
	Iteration 24Q: 3 clusters Score -7644159 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -7644186.500000 Penalty: 5270.652344
	Iteration 25Q: 3 clusters Score -7644186 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -7644245.500000 Penalty: 5270.652344
	Iteration 26Q: 3 clusters Score -7644246 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -7644294.500000 Penalty: 5270.652344
	Iteration 27Q: 3 clusters Score -7644294 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -7644315.000000 Penalty: 5270.652344
	Iteration 28Q: 3 clusters Score -7644315 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -7644351.000000 Penalty: 5270.652344
	Iteration 29Q: 3 clusters Score -7644351 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -7644396.000000 Penalty: 5270.652344
	Iteration 30Q: 3 clusters Score -7644396 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -7644441.500000 Penalty: 5270.652344
	Iteration 31Q: 3 clusters Score -7644442 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -7644485.000000 Penalty: 5270.652344
	Iteration 32Q: 3 clusters Score -7644485 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -7644514.000000 Penalty: 5270.652344
	Iteration 33Q: 3 clusters Score -7644514 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -7644547.000000 Penalty: 5270.652344
	Iteration 34Q: 3 clusters Score -7644547 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -7644585.000000 Penalty: 5270.652344
	Iteration 35Q: 3 clusters Score -7644585 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -7644629.500000 Penalty: 5270.652344
	Iteration 36Q: 3 clusters Score -7644630 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -7644650.000000 Penalty: 5270.652344
	Iteration 37Q: 3 clusters Score -7644650 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -7644680.000000 Penalty: 5270.652344
	Iteration 38Q: 3 clusters Score -7644680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -7644688.000000 Penalty: 5270.652344
	Iteration 39Q: 3 clusters Score -7644688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -7644735.500000 Penalty: 5270.652344
	Iteration 40F: 3 clusters Score -7644736 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -7644755.500000 Penalty: 5270.652344
	Iteration 41Q: 3 clusters Score -7644756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -7644794.000000 Penalty: 5270.652344
	Iteration 42Q: 3 clusters Score -7644794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -7644816.000000 Penalty: 5270.652344
	Iteration 43Q: 3 clusters Score -7644816 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -7644838.500000 Penalty: 5270.652344
	Iteration 44Q: 3 clusters Score -7644838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -7644874.500000 Penalty: 5270.652344
	Iteration 45Q: 3 clusters Score -7644874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -7644881.000000 Penalty: 5270.652344
	Iteration 46Q: 3 clusters Score -7644881 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7644913.500000 Penalty: 5270.652344
	Iteration 47Q: 3 clusters Score -7644914 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -7644921.500000 Penalty: 5270.652344
	Iteration 48Q: 3 clusters Score -7644922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7644943.000000 Penalty: 5270.652344
	Iteration 49Q: 3 clusters Score -7644943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -7644952.500000 Penalty: 5270.652344
	Iteration 50Q: 3 clusters Score -7644952 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7644973.500000 Penalty: 5270.652344
	Iteration 51Q: 3 clusters Score -7644974 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7644978.500000 Penalty: 5270.652344
	Iteration 52Q: 3 clusters Score -7644978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -7644991.000000 Penalty: 5270.652344
	Iteration 53Q: 3 clusters Score -7644991 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -7644980.500000 Penalty: 5270.652344
	Iteration 54Q: 3 clusters Score -7644980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -7644988.000000 Penalty: 5270.652344
	Iteration 55Q: 3 clusters Score -7644988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7644996.000000 Penalty: 5270.652344
	Iteration 56Q: 3 clusters Score -7644996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7645006.500000 Penalty: 5270.652344
	Iteration 57Q: 3 clusters Score -7645006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -7645027.500000 Penalty: 5270.652344
	Iteration 58Q: 3 clusters Score -7645028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -7645041.000000 Penalty: 5270.652344
	Iteration 59Q: 3 clusters Score -7645041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7645050.000000 Penalty: 5270.652344
	Iteration 60F: 3 clusters Score -7645050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -7645058.000000 Penalty: 5270.652344
	Iteration 61Q: 3 clusters Score -7645058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7645071.500000 Penalty: 5270.652344
	Iteration 62Q: 3 clusters Score -7645072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -7645082.000000 Penalty: 5270.652344
	Iteration 63Q: 3 clusters Score -7645082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7645087.000000 Penalty: 5270.652344
	Iteration 64Q: 3 clusters Score -7645087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -7645098.000000 Penalty: 5270.652344
	Iteration 65Q: 3 clusters Score -7645098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7645104.500000 Penalty: 5270.652344
	Iteration 66Q: 3 clusters Score -7645104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -7645114.500000 Penalty: 5270.652344
	Iteration 67Q: 3 clusters Score -7645114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -7645124.500000 Penalty: 5270.652344
	Iteration 68Q: 3 clusters Score -7645124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7645136.500000 Penalty: 5270.652344
	Iteration 69Q: 3 clusters Score -7645136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -7645140.000000 Penalty: 5270.652344
	Iteration 70Q: 3 clusters Score -7645140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7645137.000000 Penalty: 5270.652344
	Iteration 71Q: 3 clusters Score -7645137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7645149.500000 Penalty: 5270.652344
	Iteration 72Q: 3 clusters Score -7645150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7645151.500000 Penalty: 5270.652344
	Iteration 73Q: 3 clusters Score -7645152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7645171.000000 Penalty: 5270.652344
	Iteration 74Q: 3 clusters Score -7645171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7645181.500000 Penalty: 5270.652344
	Iteration 75Q: 3 clusters Score -7645182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7645178.500000 Penalty: 5270.652344
	Iteration 76Q: 3 clusters Score -7645178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7645173.000000 Penalty: 5270.652344
	Iteration 77Q: 3 clusters Score -7645173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7645180.500000 Penalty: 5270.652344
	Iteration 78Q: 3 clusters Score -7645180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7645186.500000 Penalty: 5270.652344
	Iteration 79Q: 3 clusters Score -7645186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7645197.500000 Penalty: 5270.652344
	Iteration 80F: 3 clusters Score -7645198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7645201.000000 Penalty: 5270.652344
	Iteration 81Q: 3 clusters Score -7645201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7645200.500000 Penalty: 5270.652344
	Iteration 82Q: 3 clusters Score -7645200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7645193.500000 Penalty: 5270.652344
	Iteration 83Q: 3 clusters Score -7645194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7645206.500000 Penalty: 5270.652344
	Iteration 84Q: 3 clusters Score -7645206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7645213.500000 Penalty: 5270.652344
	Iteration 85Q: 3 clusters Score -7645214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7645210.500000 Penalty: 5270.652344
	Iteration 86Q: 3 clusters Score -7645210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7645218.000000 Penalty: 5270.652344
	Iteration 87Q: 3 clusters Score -7645218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7645215.000000 Penalty: 5270.652344
	Iteration 88Q: 3 clusters Score -7645215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7645216.500000 Penalty: 5270.652344
	Iteration 89Q: 3 clusters Score -7645216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7645220.000000 Penalty: 5270.652344
	Iteration 90Q: 3 clusters Score -7645220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7645220.000000 Penalty: 5270.652344
	Iteration 91F: 3 clusters Score -7645220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Entering Unmasked Estep 
Score: -5290290.000000 Penalty: 2551.247070
	Iteration 0F: 2 clusters Score -5290290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5270177.000000 Penalty: 5102.494141
	Iteration 0F: 3 clusters Score -5270177 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -5277171.000000 Penalty: 5102.494141
	Iteration 1F: 3 clusters Score -5277171 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -5277606.500000 Penalty: 5102.494141
	Iteration 2Q: 3 clusters Score -5277606 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -5278019.500000 Penalty: 5102.494141
	Iteration 3Q: 3 clusters Score -5278020 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -5278443.000000 Penalty: 5102.494141
	Iteration 4Q: 3 clusters Score -5278443 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -5278931.500000 Penalty: 5102.494141
	Iteration 5Q: 3 clusters Score -5278932 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -5279631.000000 Penalty: 5102.494141
	Iteration 6Q: 3 clusters Score -5279631 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5280573.500000 Penalty: 5102.494141
	Iteration 7F: 3 clusters Score -5280574 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5281804.000000 Penalty: 5102.494141
	Iteration 8F: 3 clusters Score -5281804 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -5283359.000000 Penalty: 5102.494141
	Iteration 9F: 3 clusters Score -5283359 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -5284994.000000 Penalty: 5102.494141
	Iteration 10F: 3 clusters Score -5284994 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -5286410.000000 Penalty: 5102.494141
	Iteration 11F: 3 clusters Score -5286410 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5287214.500000 Penalty: 5102.494141
	Iteration 12Q: 3 clusters Score -5287214 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -5287633.500000 Penalty: 5102.494141
	Iteration 13Q: 3 clusters Score -5287634 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5287837.000000 Penalty: 5102.494141
	Iteration 14Q: 3 clusters Score -5287837 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -5287947.500000 Penalty: 5102.494141
	Iteration 15Q: 3 clusters Score -5287948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -5288000.000000 Penalty: 5102.494141
	Iteration 16Q: 3 clusters Score -5288000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -5288037.000000 Penalty: 5102.494141
	Iteration 17Q: 3 clusters Score -5288037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -5288059.500000 Penalty: 5102.494141
	Iteration 18Q: 3 clusters Score -5288060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -5288072.000000 Penalty: 5102.494141
	Iteration 19Q: 3 clusters Score -5288072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5288083.000000 Penalty: 5102.494141
	Iteration 20F: 3 clusters Score -5288083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -5288091.000000 Penalty: 5102.494141
	Iteration 21Q: 3 clusters Score -5288091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -5288091.500000 Penalty: 5102.494141
	Iteration 22Q: 3 clusters Score -5288092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -5288093.000000 Penalty: 5102.494141
	Iteration 23Q: 3 clusters Score -5288093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -5288103.000000 Penalty: 5102.494141
	Iteration 24Q: 3 clusters Score -5288103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -5288109.500000 Penalty: 5102.494141
	Iteration 25Q: 3 clusters Score -5288110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -5288109.500000 Penalty: 5102.494141
	Iteration 26F: 3 clusters Score -5288110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -204141.156250 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -204141.2 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 644 members 
Entering Unmasked Estep 
Score: -202052.859375 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -202052.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -202571.562500 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -202571.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -202865.078125 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -202865.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -203054.328125 Penalty: 3549.463623
	Iteration 3F: 3 clusters Score -203054.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -203242.406250 Penalty: 3549.463623
	Iteration 4F: 3 clusters Score -203242.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -203396.562500 Penalty: 3549.463623
	Iteration 5Q: 3 clusters Score -203396.6 nChanged 48
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: -203491.703125 Penalty: 3549.463623
	Iteration 6Q: 3 clusters Score -203491.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -203552.421875 Penalty: 3549.463623
	Iteration 7Q: 3 clusters Score -203552.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -203596.859375 Penalty: 3549.463623
	Iteration 8Q: 3 clusters Score -203596.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -203629.859375 Penalty: 3549.463623
	Iteration 9Q: 3 clusters Score -203629.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -203646.765625 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -203646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -203651.578125 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -203651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -203654.406250 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -203654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -203654.640625 Penalty: 3549.463623
	Iteration 13Q: 3 clusters Score -203654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -203656.796875 Penalty: 3549.463623
	Iteration 14Q: 3 clusters Score -203656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -203659.906250 Penalty: 3549.463623
	Iteration 15Q: 3 clusters Score -203659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -203661.281250 Penalty: 3549.463623
	Iteration 16Q: 3 clusters Score -203661.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -203665.953125 Penalty: 3549.463623
	Iteration 17Q: 3 clusters Score -203666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -203674.921875 Penalty: 3549.463623
	Iteration 18Q: 3 clusters Score -203674.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -203675.937500 Penalty: 3549.463623
	Iteration 19Q: 3 clusters Score -203675.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -203675.937500 Penalty: 3549.463623
	Iteration 20F: 3 clusters Score -203675.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Entering Unmasked Estep 
Score: -2879647.000000 Penalty: 2391.648682
	Iteration 0F: 2 clusters Score -2879647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2868575.750000 Penalty: 4783.297363
	Iteration 0F: 3 clusters Score -2868576 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2872089.750000 Penalty: 4783.297363
	Iteration 1F: 3 clusters Score -2872090 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2872445.500000 Penalty: 4783.297363
	Iteration 2F: 3 clusters Score -2872446 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2872786.250000 Penalty: 4783.297363
	Iteration 3Q: 3 clusters Score -2872786 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2873129.500000 Penalty: 4783.297363
	Iteration 4Q: 3 clusters Score -2873130 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2873553.750000 Penalty: 4783.297363
	Iteration 5Q: 3 clusters Score -2873554 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2874103.250000 Penalty: 4783.297363
	Iteration 6F: 3 clusters Score -2874103 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2874764.750000 Penalty: 4783.297363
	Iteration 7F: 3 clusters Score -2874765 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2875527.500000 Penalty: 4783.297363
	Iteration 8F: 3 clusters Score -2875528 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2876280.500000 Penalty: 4783.297363
	Iteration 9F: 3 clusters Score -2876280 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2876829.500000 Penalty: 4783.297363
	Iteration 10Q: 3 clusters Score -2876830 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2877171.500000 Penalty: 4783.297363
	Iteration 11Q: 3 clusters Score -2877172 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2877327.500000 Penalty: 4783.297363
	Iteration 12Q: 3 clusters Score -2877328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2877409.250000 Penalty: 4783.297363
	Iteration 13Q: 3 clusters Score -2877409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2877458.750000 Penalty: 4783.297363
	Iteration 14Q: 3 clusters Score -2877459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2877493.250000 Penalty: 4783.297363
	Iteration 15Q: 3 clusters Score -2877493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2877525.500000 Penalty: 4783.297363
	Iteration 16Q: 3 clusters Score -2877526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2877538.750000 Penalty: 4783.297363
	Iteration 17Q: 3 clusters Score -2877539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2877546.000000 Penalty: 4783.297363
	Iteration 18Q: 3 clusters Score -2877546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2877548.000000 Penalty: 4783.297363
	Iteration 19Q: 3 clusters Score -2877548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2877551.000000 Penalty: 4783.297363
	Iteration 20F: 3 clusters Score -2877551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2877549.000000 Penalty: 4783.297363
	Iteration 21Q: 3 clusters Score -2877549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2877551.500000 Penalty: 4783.297363
	Iteration 22Q: 3 clusters Score -2877552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2877551.500000 Penalty: 4783.297363
	Iteration 23F: 3 clusters Score -2877552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -51039.210938 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -51039.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49806.660156 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -49806.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49965.187500 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -49965.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50006.476562 Penalty: 2830.726807
	Iteration 2Q: 3 clusters Score -50006.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50029.593750 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -50029.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50038.492188 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -50038.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50045.734375 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -50045.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50048.214844 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -50048.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50048.214844 Penalty: 2830.726807
	Iteration 7F: 3 clusters Score -50048.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Entering Unmasked Estep 
Score: -753962.125000 Penalty: 2061.104736
	Iteration 0F: 2 clusters Score -753962.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -750028.000000 Penalty: 4122.209473
	Iteration 0F: 3 clusters Score -750028 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -750822.187500 Penalty: 4122.209473
	Iteration 1F: 3 clusters Score -750822.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -751001.500000 Penalty: 4122.209473
	Iteration 2F: 3 clusters Score -751001.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -751113.812500 Penalty: 4122.209473
	Iteration 3Q: 3 clusters Score -751113.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -751183.062500 Penalty: 4122.209473
	Iteration 4Q: 3 clusters Score -751183.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -751232.437500 Penalty: 4122.209473
	Iteration 5Q: 3 clusters Score -751232.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -751269.687500 Penalty: 4122.209473
	Iteration 6Q: 3 clusters Score -751269.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -751303.062500 Penalty: 4122.209473
	Iteration 7Q: 3 clusters Score -751303.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -751324.750000 Penalty: 4122.209473
	Iteration 8Q: 3 clusters Score -751324.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -751336.937500 Penalty: 4122.209473
	Iteration 9Q: 3 clusters Score -751336.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -751345.812500 Penalty: 4122.209473
	Iteration 10Q: 3 clusters Score -751345.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -751355.937500 Penalty: 4122.209473
	Iteration 11Q: 3 clusters Score -751355.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -751364.562500 Penalty: 4122.209473
	Iteration 12Q: 3 clusters Score -751364.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -751368.937500 Penalty: 4122.209473
	Iteration 13Q: 3 clusters Score -751368.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -751374.000000 Penalty: 4122.209473
	Iteration 14Q: 3 clusters Score -751374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -751379.812500 Penalty: 4122.209473
	Iteration 15Q: 3 clusters Score -751379.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -751384.437500 Penalty: 4122.209473
	Iteration 16Q: 3 clusters Score -751384.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -751390.375000 Penalty: 4122.209473
	Iteration 17Q: 3 clusters Score -751390.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -751394.187500 Penalty: 4122.209473
	Iteration 18Q: 3 clusters Score -751394.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -751394.562500 Penalty: 4122.209473
	Iteration 19Q: 3 clusters Score -751394.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -751398.187500 Penalty: 4122.209473
	Iteration 20F: 3 clusters Score -751398.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -751400.187500 Penalty: 4122.209473
	Iteration 21Q: 3 clusters Score -751400.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -751401.000000 Penalty: 4122.209473
	Iteration 22Q: 3 clusters Score -751401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -751402.437500 Penalty: 4122.209473
	Iteration 23Q: 3 clusters Score -751402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -751406.125000 Penalty: 4122.209473
	Iteration 24Q: 3 clusters Score -751406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -751407.000000 Penalty: 4122.209473
	Iteration 25Q: 3 clusters Score -751407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -751409.000000 Penalty: 4122.209473
	Iteration 26Q: 3 clusters Score -751409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -751411.750000 Penalty: 4122.209473
	Iteration 27Q: 3 clusters Score -751411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -751412.562500 Penalty: 4122.209473
	Iteration 28Q: 3 clusters Score -751412.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -751413.625000 Penalty: 4122.209473
	Iteration 29Q: 3 clusters Score -751413.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -751417.812500 Penalty: 4122.209473
	Iteration 30Q: 3 clusters Score -751417.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -751421.750000 Penalty: 4122.209473
	Iteration 31Q: 3 clusters Score -751421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -751427.812500 Penalty: 4122.209473
	Iteration 32Q: 3 clusters Score -751427.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -751437.687500 Penalty: 4122.209473
	Iteration 33Q: 3 clusters Score -751437.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -751441.750000 Penalty: 4122.209473
	Iteration 34Q: 3 clusters Score -751441.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -751446.562500 Penalty: 4122.209473
	Iteration 35Q: 3 clusters Score -751446.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -751447.750000 Penalty: 4122.209473
	Iteration 36Q: 3 clusters Score -751447.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -751451.625000 Penalty: 4122.209473
	Iteration 37Q: 3 clusters Score -751451.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -751456.500000 Penalty: 4122.209473
	Iteration 38Q: 3 clusters Score -751456.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -751457.875000 Penalty: 4122.209473
	Iteration 39Q: 3 clusters Score -751457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -751462.250000 Penalty: 4122.209473
	Iteration 40F: 3 clusters Score -751462.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -751463.375000 Penalty: 4122.209473
	Iteration 41Q: 3 clusters Score -751463.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -751466.125000 Penalty: 4122.209473
	Iteration 42Q: 3 clusters Score -751466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -751466.937500 Penalty: 4122.209473
	Iteration 43Q: 3 clusters Score -751466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -751468.875000 Penalty: 4122.209473
	Iteration 44Q: 3 clusters Score -751468.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -751471.812500 Penalty: 4122.209473
	Iteration 45Q: 3 clusters Score -751471.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -751476.562500 Penalty: 4122.209473
	Iteration 46Q: 3 clusters Score -751476.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -751480.812500 Penalty: 4122.209473
	Iteration 47Q: 3 clusters Score -751480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -751486.687500 Penalty: 4122.209473
	Iteration 48Q: 3 clusters Score -751486.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -751487.750000 Penalty: 4122.209473
	Iteration 49Q: 3 clusters Score -751487.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -751490.437500 Penalty: 4122.209473
	Iteration 50Q: 3 clusters Score -751490.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -751496.687500 Penalty: 4122.209473
	Iteration 51Q: 3 clusters Score -751496.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -751503.125000 Penalty: 4122.209473
	Iteration 52Q: 3 clusters Score -751503.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -751510.625000 Penalty: 4122.209473
	Iteration 53Q: 3 clusters Score -751510.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -751514.500000 Penalty: 4122.209473
	Iteration 54Q: 3 clusters Score -751514.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -751518.687500 Penalty: 4122.209473
	Iteration 55Q: 3 clusters Score -751518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -751522.812500 Penalty: 4122.209473
	Iteration 56Q: 3 clusters Score -751522.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -751527.500000 Penalty: 4122.209473
	Iteration 57Q: 3 clusters Score -751527.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -751530.062500 Penalty: 4122.209473
	Iteration 58Q: 3 clusters Score -751530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -751531.687500 Penalty: 4122.209473
	Iteration 59Q: 3 clusters Score -751531.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -751532.937500 Penalty: 4122.209473
	Iteration 60F: 3 clusters Score -751532.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -751535.375000 Penalty: 4122.209473
	Iteration 61Q: 3 clusters Score -751535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -751538.250000 Penalty: 4122.209473
	Iteration 62Q: 3 clusters Score -751538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -751538.000000 Penalty: 4122.209473
	Iteration 63Q: 3 clusters Score -751538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -751539.375000 Penalty: 4122.209473
	Iteration 64Q: 3 clusters Score -751539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -751539.375000 Penalty: 4122.209473
	Iteration 65F: 3 clusters Score -751539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -96340.148438 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -96340.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94835.664062 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -94835.66 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -95180.484375 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -95180.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -95420.507812 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -95420.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -95661.179688 Penalty: 3211.049805
	Iteration 3F: 3 clusters Score -95661.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95903.539062 Penalty: 3211.049805
	Iteration 4F: 3 clusters Score -95903.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96131.703125 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -96131.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -96226.453125 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -96226.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -96297.414062 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -96297.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -96320.242188 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -96320.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -96330.906250 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -96330.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -96346.929688 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -96346.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -96362.273438 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -96362.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -96374.773438 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -96374.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -96393.312500 Penalty: 3211.049805
	Iteration 13Q: 3 clusters Score -96393.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96401.515625 Penalty: 3211.049805
	Iteration 14Q: 3 clusters Score -96401.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -96437.257812 Penalty: 3211.049805
	Iteration 15Q: 3 clusters Score -96437.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -96462.804688 Penalty: 3211.049805
	Iteration 16Q: 3 clusters Score -96462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -96468.867188 Penalty: 3211.049805
	Iteration 17Q: 3 clusters Score -96468.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96471.539062 Penalty: 3211.049805
	Iteration 18Q: 3 clusters Score -96471.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96475.015625 Penalty: 3211.049805
	Iteration 19Q: 3 clusters Score -96475.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96479.328125 Penalty: 3211.049805
	Iteration 20F: 3 clusters Score -96479.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -96488.398438 Penalty: 3211.049805
	Iteration 21Q: 3 clusters Score -96488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96497.820312 Penalty: 3211.049805
	Iteration 22Q: 3 clusters Score -96497.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -96499.000000 Penalty: 3211.049805
	Iteration 23Q: 3 clusters Score -96499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -96499.000000 Penalty: 3211.049805
	Iteration 24F: 3 clusters Score -96499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 41205 members 
Mstep: Class 4 contains 29357 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 15425 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 34899 members 
Mstep: Class 11 contains 18841 members 
Mstep: Class 12 contains 40170 members 
Mstep: Class 13 contains 21015 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28450 members 
Mstep: Class 16 contains 44965 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 54156 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 14892 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 54342 members 
Mstep: Class 24 contains 58944 members 
Mstep: Class 25 contains 19266 members 
Mstep: Class 26 contains 36617 members 
Mstep: Class 27 contains 50125 members 
Mstep: Class 28 contains 315 members 
Entering Unmasked Estep 
Score: -106709288.000000 Penalty: 92210.640625
Splitting cluster 9 changes total score from -106712160.000000 to -106709288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (34899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Entering Unmasked Estep 
Score: -6411486.500000 Penalty: 2594.133057
	Iteration 0F: 2 clusters Score -6411486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -6387808.000000 Penalty: 5188.266113
	Iteration 0F: 3 clusters Score -6387808 nChanged 15738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -6396207.000000 Penalty: 5188.266113
	Iteration 1F: 3 clusters Score -6396207 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -6396689.000000 Penalty: 5188.266113
	Iteration 2Q: 3 clusters Score -6396689 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -6396999.000000 Penalty: 5188.266113
	Iteration 3Q: 3 clusters Score -6396999 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -6397294.500000 Penalty: 5188.266113
	Iteration 4Q: 3 clusters Score -6397294 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -6397576.000000 Penalty: 5188.266113
	Iteration 5Q: 3 clusters Score -6397576 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -6398008.500000 Penalty: 5188.266113
	Iteration 6Q: 3 clusters Score -6398008 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -6398612.500000 Penalty: 5188.266113
	Iteration 7Q: 3 clusters Score -6398612 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -6399546.000000 Penalty: 5188.266113
	Iteration 8Q: 3 clusters Score -6399546 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -6400995.000000 Penalty: 5188.266113
	Iteration 9F: 3 clusters Score -6400995 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -6402884.000000 Penalty: 5188.266113
	Iteration 10F: 3 clusters Score -6402884 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -6404894.000000 Penalty: 5188.266113
	Iteration 11F: 3 clusters Score -6404894 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -6406599.000000 Penalty: 5188.266113
	Iteration 12F: 3 clusters Score -6406599 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6407815.000000 Penalty: 5188.266113
	Iteration 13Q: 3 clusters Score -6407815 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6408448.500000 Penalty: 5188.266113
	Iteration 14Q: 3 clusters Score -6408448 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6408773.000000 Penalty: 5188.266113
	Iteration 15Q: 3 clusters Score -6408773 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6408959.000000 Penalty: 5188.266113
	Iteration 16Q: 3 clusters Score -6408959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6409036.000000 Penalty: 5188.266113
	Iteration 17Q: 3 clusters Score -6409036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6409071.500000 Penalty: 5188.266113
	Iteration 18Q: 3 clusters Score -6409072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6409100.000000 Penalty: 5188.266113
	Iteration 19Q: 3 clusters Score -6409100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6409119.000000 Penalty: 5188.266113
	Iteration 20F: 3 clusters Score -6409119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6409144.500000 Penalty: 5188.266113
	Iteration 21Q: 3 clusters Score -6409144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6409154.000000 Penalty: 5188.266113
	Iteration 22Q: 3 clusters Score -6409154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6409153.500000 Penalty: 5188.266113
	Iteration 23Q: 3 clusters Score -6409154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6409170.000000 Penalty: 5188.266113
	Iteration 24Q: 3 clusters Score -6409170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6409172.500000 Penalty: 5188.266113
	Iteration 25Q: 3 clusters Score -6409172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6409172.000000 Penalty: 5188.266113
	Iteration 26Q: 3 clusters Score -6409172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6409172.000000 Penalty: 5188.266113
	Iteration 27F: 3 clusters Score -6409172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Entering Unmasked Estep 
Score: -3499355.250000 Penalty: 2441.260254
	Iteration 0F: 2 clusters Score -3499355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3485990.250000 Penalty: 4882.520508
	Iteration 0F: 3 clusters Score -3485990 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3490414.250000 Penalty: 4882.520508
	Iteration 1F: 3 clusters Score -3490414 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3490731.750000 Penalty: 4882.520508
	Iteration 2F: 3 clusters Score -3490732 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3490960.750000 Penalty: 4882.520508
	Iteration 3Q: 3 clusters Score -3490961 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3491152.750000 Penalty: 4882.520508
	Iteration 4Q: 3 clusters Score -3491153 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3491330.250000 Penalty: 4882.520508
	Iteration 5Q: 3 clusters Score -3491330 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3491518.250000 Penalty: 4882.520508
	Iteration 6Q: 3 clusters Score -3491518 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -3491767.250000 Penalty: 4882.520508
	Iteration 7Q: 3 clusters Score -3491767 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3492099.250000 Penalty: 4882.520508
	Iteration 8Q: 3 clusters Score -3492099 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3492540.250000 Penalty: 4882.520508
	Iteration 9Q: 3 clusters Score -3492540 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3493115.500000 Penalty: 4882.520508
	Iteration 10F: 3 clusters Score -3493116 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3493807.000000 Penalty: 4882.520508
	Iteration 11F: 3 clusters Score -3493807 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3494600.500000 Penalty: 4882.520508
	Iteration 12F: 3 clusters Score -3494600 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3495436.500000 Penalty: 4882.520508
	Iteration 13F: 3 clusters Score -3495436 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3496137.250000 Penalty: 4882.520508
	Iteration 14Q: 3 clusters Score -3496137 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3496576.000000 Penalty: 4882.520508
	Iteration 15Q: 3 clusters Score -3496576 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3496848.250000 Penalty: 4882.520508
	Iteration 16Q: 3 clusters Score -3496848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3496993.750000 Penalty: 4882.520508
	Iteration 17Q: 3 clusters Score -3496994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3497080.000000 Penalty: 4882.520508
	Iteration 18Q: 3 clusters Score -3497080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3497111.000000 Penalty: 4882.520508
	Iteration 19Q: 3 clusters Score -3497111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3497137.000000 Penalty: 4882.520508
	Iteration 20F: 3 clusters Score -3497137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3497157.000000 Penalty: 4882.520508
	Iteration 21Q: 3 clusters Score -3497157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3497174.500000 Penalty: 4882.520508
	Iteration 22Q: 3 clusters Score -3497174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3497189.750000 Penalty: 4882.520508
	Iteration 23Q: 3 clusters Score -3497190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -3497196.500000 Penalty: 4882.520508
	Iteration 24Q: 3 clusters Score -3497196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3497209.000000 Penalty: 4882.520508
	Iteration 25Q: 3 clusters Score -3497209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3497212.750000 Penalty: 4882.520508
	Iteration 26Q: 3 clusters Score -3497213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3497214.250000 Penalty: 4882.520508
	Iteration 27Q: 3 clusters Score -3497214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3497214.250000 Penalty: 4882.520508
	Iteration 28F: 3 clusters Score -3497214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Entering Unmasked Estep 
Score: -7458828.500000 Penalty: 2629.017090
	Iteration 0F: 2 clusters Score -7458828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -7431984.500000 Penalty: 5258.034180
	Iteration 0F: 3 clusters Score -7431984 nChanged 18251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -7441747.000000 Penalty: 5258.034180
	Iteration 1F: 3 clusters Score -7441747 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -7442141.500000 Penalty: 5258.034180
	Iteration 2Q: 3 clusters Score -7442142 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -7442623.000000 Penalty: 5258.034180
	Iteration 3Q: 3 clusters Score -7442623 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -7443348.000000 Penalty: 5258.034180
	Iteration 4Q: 3 clusters Score -7443348 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -7444440.500000 Penalty: 5258.034180
	Iteration 5Q: 3 clusters Score -7444440 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -7446208.500000 Penalty: 5258.034180
	Iteration 6F: 3 clusters Score -7446208 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -7448617.500000 Penalty: 5258.034180
	Iteration 7F: 3 clusters Score -7448618 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -7451830.000000 Penalty: 5258.034180
	Iteration 8F: 3 clusters Score -7451830 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -7455299.500000 Penalty: 5258.034180
	Iteration 9F: 3 clusters Score -7455300 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -7457234.000000 Penalty: 5258.034180
	Iteration 10F: 3 clusters Score -7457234 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -7457609.500000 Penalty: 5258.034180
	Iteration 11Q: 3 clusters Score -7457610 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -7457707.500000 Penalty: 5258.034180
	Iteration 12Q: 3 clusters Score -7457708 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -7457735.000000 Penalty: 5258.034180
	Iteration 13Q: 3 clusters Score -7457735 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -7457745.000000 Penalty: 5258.034180
	Iteration 14Q: 3 clusters Score -7457745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -7457750.500000 Penalty: 5258.034180
	Iteration 15Q: 3 clusters Score -7457750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -7457756.500000 Penalty: 5258.034180
	Iteration 16Q: 3 clusters Score -7457756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -7457758.000000 Penalty: 5258.034180
	Iteration 17Q: 3 clusters Score -7457758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -7457766.000000 Penalty: 5258.034180
	Iteration 18Q: 3 clusters Score -7457766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -7457758.000000 Penalty: 5258.034180
	Iteration 19Q: 3 clusters Score -7457758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -7457757.500000 Penalty: 5258.034180
	Iteration 20F: 3 clusters Score -7457758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -7457758.500000 Penalty: 5258.034180
	Iteration 21Q: 3 clusters Score -7457758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -7457761.500000 Penalty: 5258.034180
	Iteration 22Q: 3 clusters Score -7457762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -7457763.000000 Penalty: 5258.034180
	Iteration 23Q: 3 clusters Score -7457763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -7457756.000000 Penalty: 5258.034180
	Iteration 24Q: 3 clusters Score -7457756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -7457748.500000 Penalty: 5258.034180
	Iteration 25Q: 3 clusters Score -7457748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -7457743.500000 Penalty: 5258.034180
	Iteration 26Q: 3 clusters Score -7457744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -7457744.000000 Penalty: 5258.034180
	Iteration 27Q: 3 clusters Score -7457744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -7457743.000000 Penalty: 5258.034180
	Iteration 28Q: 3 clusters Score -7457743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -7457738.500000 Penalty: 5258.034180
	Iteration 29Q: 3 clusters Score -7457738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -7457738.500000 Penalty: 5258.034180
	Iteration 30F: 3 clusters Score -7457738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Entering Unmasked Estep 
Score: -3927921.500000 Penalty: 2468.341797
	Iteration 0F: 2 clusters Score -3927922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -3913171.750000 Penalty: 4936.683594
	Iteration 0F: 3 clusters Score -3913172 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -3918079.750000 Penalty: 4936.683594
	Iteration 1F: 3 clusters Score -3918080 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3918459.000000 Penalty: 4936.683594
	Iteration 2F: 3 clusters Score -3918459 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3918713.250000 Penalty: 4936.683594
	Iteration 3Q: 3 clusters Score -3918713 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3918938.500000 Penalty: 4936.683594
	Iteration 4Q: 3 clusters Score -3918938 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3919181.250000 Penalty: 4936.683594
	Iteration 5Q: 3 clusters Score -3919181 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3919380.500000 Penalty: 4936.683594
	Iteration 6Q: 3 clusters Score -3919380 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3919637.000000 Penalty: 4936.683594
	Iteration 7Q: 3 clusters Score -3919637 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -3919906.750000 Penalty: 4936.683594
	Iteration 8Q: 3 clusters Score -3919907 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3920311.750000 Penalty: 4936.683594
	Iteration 9Q: 3 clusters Score -3920312 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3920952.500000 Penalty: 4936.683594
	Iteration 10Q: 3 clusters Score -3920952 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3921784.000000 Penalty: 4936.683594
	Iteration 11F: 3 clusters Score -3921784 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3922727.750000 Penalty: 4936.683594
	Iteration 12F: 3 clusters Score -3922728 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3923757.750000 Penalty: 4936.683594
	Iteration 13F: 3 clusters Score -3923758 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3924580.000000 Penalty: 4936.683594
	Iteration 14Q: 3 clusters Score -3924580 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3925091.250000 Penalty: 4936.683594
	Iteration 15Q: 3 clusters Score -3925091 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3925365.500000 Penalty: 4936.683594
	Iteration 16Q: 3 clusters Score -3925366 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3925496.750000 Penalty: 4936.683594
	Iteration 17Q: 3 clusters Score -3925497 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3925576.000000 Penalty: 4936.683594
	Iteration 18Q: 3 clusters Score -3925576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3925626.500000 Penalty: 4936.683594
	Iteration 19Q: 3 clusters Score -3925626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3925657.500000 Penalty: 4936.683594
	Iteration 20F: 3 clusters Score -3925658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3925675.500000 Penalty: 4936.683594
	Iteration 21Q: 3 clusters Score -3925676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3925691.500000 Penalty: 4936.683594
	Iteration 22Q: 3 clusters Score -3925692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3925696.250000 Penalty: 4936.683594
	Iteration 23Q: 3 clusters Score -3925696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3925703.750000 Penalty: 4936.683594
	Iteration 24Q: 3 clusters Score -3925704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3925715.000000 Penalty: 4936.683594
	Iteration 25Q: 3 clusters Score -3925715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3925717.000000 Penalty: 4936.683594
	Iteration 26Q: 3 clusters Score -3925717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3925720.500000 Penalty: 4936.683594
	Iteration 27Q: 3 clusters Score -3925720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3925722.500000 Penalty: 4936.683594
	Iteration 28Q: 3 clusters Score -3925722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3925729.000000 Penalty: 4936.683594
	Iteration 29Q: 3 clusters Score -3925729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3925733.000000 Penalty: 4936.683594
	Iteration 30Q: 3 clusters Score -3925733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3925739.000000 Penalty: 4936.683594
	Iteration 31Q: 3 clusters Score -3925739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3925743.250000 Penalty: 4936.683594
	Iteration 32Q: 3 clusters Score -3925743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3925743.250000 Penalty: 4936.683594
	Iteration 33F: 3 clusters Score -3925743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -128659.085938 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -128659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126856.257812 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -126856.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127629.882812 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -127629.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128100.117188 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -128100.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128282.414062 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -128282.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -128380.515625 Penalty: 3440.426025
	Iteration 4Q: 3 clusters Score -128380.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -128433.960938 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -128434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128464.343750 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -128464.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128493.867188 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -128493.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128519.976562 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -128520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128529.445312 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -128529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128536.640625 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -128536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128540.101562 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -128540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128541.968750 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -128542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128544.046875 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -128544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128544.046875 Penalty: 3440.426025
	Iteration 14F: 3 clusters Score -128544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Entering Unmasked Estep 
Score: -5289848.000000 Penalty: 2543.464111
	Iteration 0F: 2 clusters Score -5289848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -5270183.000000 Penalty: 5086.928223
	Iteration 0F: 3 clusters Score -5270183 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -5277178.000000 Penalty: 5086.928223
	Iteration 1F: 3 clusters Score -5277178 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5277584.500000 Penalty: 5086.928223
	Iteration 2Q: 3 clusters Score -5277584 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -5277951.500000 Penalty: 5086.928223
	Iteration 3Q: 3 clusters Score -5277952 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -5278260.500000 Penalty: 5086.928223
	Iteration 4Q: 3 clusters Score -5278260 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -5278551.000000 Penalty: 5086.928223
	Iteration 5Q: 3 clusters Score -5278551 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -5278950.500000 Penalty: 5086.928223
	Iteration 6Q: 3 clusters Score -5278950 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -5279512.000000 Penalty: 5086.928223
	Iteration 7Q: 3 clusters Score -5279512 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -5280197.500000 Penalty: 5086.928223
	Iteration 8Q: 3 clusters Score -5280198 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -5281147.000000 Penalty: 5086.928223
	Iteration 9F: 3 clusters Score -5281147 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -5282440.500000 Penalty: 5086.928223
	Iteration 10F: 3 clusters Score -5282440 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -5283876.000000 Penalty: 5086.928223
	Iteration 11F: 3 clusters Score -5283876 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -5285270.000000 Penalty: 5086.928223
	Iteration 12F: 3 clusters Score -5285270 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -5286333.500000 Penalty: 5086.928223
	Iteration 13Q: 3 clusters Score -5286334 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -5286936.500000 Penalty: 5086.928223
	Iteration 14Q: 3 clusters Score -5286936 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -5287220.500000 Penalty: 5086.928223
	Iteration 15Q: 3 clusters Score -5287220 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -5287367.000000 Penalty: 5086.928223
	Iteration 16Q: 3 clusters Score -5287367 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5287451.500000 Penalty: 5086.928223
	Iteration 17Q: 3 clusters Score -5287452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -5287492.500000 Penalty: 5086.928223
	Iteration 18Q: 3 clusters Score -5287492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -5287513.500000 Penalty: 5086.928223
	Iteration 19Q: 3 clusters Score -5287514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -5287532.500000 Penalty: 5086.928223
	Iteration 20F: 3 clusters Score -5287532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -5287550.000000 Penalty: 5086.928223
	Iteration 21Q: 3 clusters Score -5287550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -5287566.000000 Penalty: 5086.928223
	Iteration 22Q: 3 clusters Score -5287566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -5287568.500000 Penalty: 5086.928223
	Iteration 23Q: 3 clusters Score -5287568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -5287579.500000 Penalty: 5086.928223
	Iteration 24Q: 3 clusters Score -5287580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -5287582.000000 Penalty: 5086.928223
	Iteration 25Q: 3 clusters Score -5287582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -5287592.500000 Penalty: 5086.928223
	Iteration 26Q: 3 clusters Score -5287592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -5287592.500000 Penalty: 5086.928223
	Iteration 27Q: 3 clusters Score -5287592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -5287602.500000 Penalty: 5086.928223
	Iteration 28Q: 3 clusters Score -5287602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -5287609.000000 Penalty: 5086.928223
	Iteration 29Q: 3 clusters Score -5287609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -5287608.500000 Penalty: 5086.928223
	Iteration 30Q: 3 clusters Score -5287608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5287612.000000 Penalty: 5086.928223
	Iteration 31Q: 3 clusters Score -5287612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -5287612.500000 Penalty: 5086.928223
	Iteration 32Q: 3 clusters Score -5287612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -5287612.500000 Penalty: 5086.928223
	Iteration 33F: 3 clusters Score -5287612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Entering Unmasked Estep 
Score: -8257760.500000 Penalty: 2656.982422
	Iteration 0F: 2 clusters Score -8257760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -8227627.500000 Penalty: 5313.964844
	Iteration 0F: 3 clusters Score -8227628 nChanged 20771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -8239255.000000 Penalty: 5313.964844
	Iteration 1F: 3 clusters Score -8239255 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -8239755.000000 Penalty: 5313.964844
	Iteration 2Q: 3 clusters Score -8239755 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -8240296.000000 Penalty: 5313.964844
	Iteration 3Q: 3 clusters Score -8240296 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -8240982.500000 Penalty: 5313.964844
	Iteration 4Q: 3 clusters Score -8240982 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -8242005.500000 Penalty: 5313.964844
	Iteration 5Q: 3 clusters Score -8242006 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -8243576.500000 Penalty: 5313.964844
	Iteration 6F: 3 clusters Score -8243576 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -8246104.500000 Penalty: 5313.964844
	Iteration 7F: 3 clusters Score -8246104 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -8249134.500000 Penalty: 5313.964844
	Iteration 8F: 3 clusters Score -8249134 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -8251711.000000 Penalty: 5313.964844
	Iteration 9F: 3 clusters Score -8251711 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -8253282.000000 Penalty: 5313.964844
	Iteration 10Q: 3 clusters Score -8253282 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -8254171.000000 Penalty: 5313.964844
	Iteration 11Q: 3 clusters Score -8254171 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -8254840.500000 Penalty: 5313.964844
	Iteration 12Q: 3 clusters Score -8254840 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -8255254.500000 Penalty: 5313.964844
	Iteration 13Q: 3 clusters Score -8255254 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -8255482.500000 Penalty: 5313.964844
	Iteration 14Q: 3 clusters Score -8255482 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -8255674.000000 Penalty: 5313.964844
	Iteration 15Q: 3 clusters Score -8255674 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -8255782.500000 Penalty: 5313.964844
	Iteration 16Q: 3 clusters Score -8255782 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8255880.000000 Penalty: 5313.964844
	Iteration 17Q: 3 clusters Score -8255880 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -8255914.000000 Penalty: 5313.964844
	Iteration 18Q: 3 clusters Score -8255914 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -8255966.500000 Penalty: 5313.964844
	Iteration 19Q: 3 clusters Score -8255966 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -8256026.500000 Penalty: 5313.964844
	Iteration 20F: 3 clusters Score -8256026 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -8256050.000000 Penalty: 5313.964844
	Iteration 21Q: 3 clusters Score -8256050 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -8256067.000000 Penalty: 5313.964844
	Iteration 22Q: 3 clusters Score -8256067 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -8256092.500000 Penalty: 5313.964844
	Iteration 23Q: 3 clusters Score -8256092 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -8256105.500000 Penalty: 5313.964844
	Iteration 24Q: 3 clusters Score -8256106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -8256110.000000 Penalty: 5313.964844
	Iteration 25Q: 3 clusters Score -8256110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -8256105.500000 Penalty: 5313.964844
	Iteration 26Q: 3 clusters Score -8256106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -8256120.000000 Penalty: 5313.964844
	Iteration 27Q: 3 clusters Score -8256120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -8256114.500000 Penalty: 5313.964844
	Iteration 28Q: 3 clusters Score -8256114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -8256130.000000 Penalty: 5313.964844
	Iteration 29Q: 3 clusters Score -8256130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -8256153.500000 Penalty: 5313.964844
	Iteration 30Q: 3 clusters Score -8256154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -8256148.500000 Penalty: 5313.964844
	Iteration 31Q: 3 clusters Score -8256148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -8256149.000000 Penalty: 5313.964844
	Iteration 32Q: 3 clusters Score -8256149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -8256154.500000 Penalty: 5313.964844
	Iteration 33Q: 3 clusters Score -8256154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -8256158.000000 Penalty: 5313.964844
	Iteration 34Q: 3 clusters Score -8256158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -8256137.000000 Penalty: 5313.964844
	Iteration 35Q: 3 clusters Score -8256137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -8256136.000000 Penalty: 5313.964844
	Iteration 36Q: 3 clusters Score -8256136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8256138.000000 Penalty: 5313.964844
	Iteration 37Q: 3 clusters Score -8256138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -8256138.500000 Penalty: 5313.964844
	Iteration 38Q: 3 clusters Score -8256138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -8256141.500000 Penalty: 5313.964844
	Iteration 39Q: 3 clusters Score -8256142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -8256141.500000 Penalty: 5313.964844
	Iteration 40F: 3 clusters Score -8256142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -8256143.500000 Penalty: 5313.964844
	Iteration 41Q: 3 clusters Score -8256144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -8256140.000000 Penalty: 5313.964844
	Iteration 42Q: 3 clusters Score -8256140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -8256139.000000 Penalty: 5313.964844
	Iteration 43Q: 3 clusters Score -8256139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -8256148.500000 Penalty: 5313.964844
	Iteration 44Q: 3 clusters Score -8256148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -8256147.500000 Penalty: 5313.964844
	Iteration 45Q: 3 clusters Score -8256148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -8256149.500000 Penalty: 5313.964844
	Iteration 46Q: 3 clusters Score -8256150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -8256154.500000 Penalty: 5313.964844
	Iteration 47Q: 3 clusters Score -8256154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -8256151.000000 Penalty: 5313.964844
	Iteration 48Q: 3 clusters Score -8256151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -8256143.000000 Penalty: 5313.964844
	Iteration 49Q: 3 clusters Score -8256143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -8256144.000000 Penalty: 5313.964844
	Iteration 50Q: 3 clusters Score -8256144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -8256126.500000 Penalty: 5313.964844
	Iteration 51Q: 3 clusters Score -8256126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -8256132.500000 Penalty: 5313.964844
	Iteration 52Q: 3 clusters Score -8256132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -8256127.500000 Penalty: 5313.964844
	Iteration 53Q: 3 clusters Score -8256128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -8256140.500000 Penalty: 5313.964844
	Iteration 54Q: 3 clusters Score -8256140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -8256138.000000 Penalty: 5313.964844
	Iteration 55Q: 3 clusters Score -8256138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -8256136.000000 Penalty: 5313.964844
	Iteration 56Q: 3 clusters Score -8256136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -8256131.500000 Penalty: 5313.964844
	Iteration 57Q: 3 clusters Score -8256132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -8256140.000000 Penalty: 5313.964844
	Iteration 58Q: 3 clusters Score -8256140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -8256137.000000 Penalty: 5313.964844
	Iteration 59Q: 3 clusters Score -8256137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -8256138.000000 Penalty: 5313.964844
	Iteration 60F: 3 clusters Score -8256138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -8256148.500000 Penalty: 5313.964844
	Iteration 61Q: 3 clusters Score -8256148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -8256135.000000 Penalty: 5313.964844
	Iteration 62Q: 3 clusters Score -8256135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -8256145.500000 Penalty: 5313.964844
	Iteration 63Q: 3 clusters Score -8256146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -8256141.500000 Penalty: 5313.964844
	Iteration 64Q: 3 clusters Score -8256142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -8256141.500000 Penalty: 5313.964844
	Iteration 65Q: 3 clusters Score -8256142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -8256142.500000 Penalty: 5313.964844
	Iteration 66Q: 3 clusters Score -8256142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -8256146.500000 Penalty: 5313.964844
	Iteration 67Q: 3 clusters Score -8256146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -8256152.500000 Penalty: 5313.964844
	Iteration 68Q: 3 clusters Score -8256152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -8256153.000000 Penalty: 5313.964844
	Iteration 69Q: 3 clusters Score -8256153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -8256167.000000 Penalty: 5313.964844
	Iteration 70Q: 3 clusters Score -8256167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -8256170.500000 Penalty: 5313.964844
	Iteration 71Q: 3 clusters Score -8256170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -8256171.000000 Penalty: 5313.964844
	Iteration 72Q: 3 clusters Score -8256171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -8256173.000000 Penalty: 5313.964844
	Iteration 73Q: 3 clusters Score -8256173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -8256181.000000 Penalty: 5313.964844
	Iteration 74Q: 3 clusters Score -8256181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -8256180.500000 Penalty: 5313.964844
	Iteration 75Q: 3 clusters Score -8256180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -8256183.000000 Penalty: 5313.964844
	Iteration 76Q: 3 clusters Score -8256183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -8256182.500000 Penalty: 5313.964844
	Iteration 77Q: 3 clusters Score -8256182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -8256178.500000 Penalty: 5313.964844
	Iteration 78Q: 3 clusters Score -8256178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -8256188.000000 Penalty: 5313.964844
	Iteration 79Q: 3 clusters Score -8256188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -8256190.000000 Penalty: 5313.964844
	Iteration 80F: 3 clusters Score -8256190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -8256195.000000 Penalty: 5313.964844
	Iteration 81Q: 3 clusters Score -8256195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -8256204.500000 Penalty: 5313.964844
	Iteration 82Q: 3 clusters Score -8256204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -8256199.500000 Penalty: 5313.964844
	Iteration 83Q: 3 clusters Score -8256200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -8256199.000000 Penalty: 5313.964844
	Iteration 84Q: 3 clusters Score -8256199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -8256201.000000 Penalty: 5313.964844
	Iteration 85Q: 3 clusters Score -8256201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -8256201.500000 Penalty: 5313.964844
	Iteration 86Q: 3 clusters Score -8256202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -8256209.500000 Penalty: 5313.964844
	Iteration 87Q: 3 clusters Score -8256210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -8256199.000000 Penalty: 5313.964844
	Iteration 88Q: 3 clusters Score -8256199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -8256201.500000 Penalty: 5313.964844
	Iteration 89Q: 3 clusters Score -8256202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -8256196.500000 Penalty: 5313.964844
	Iteration 90Q: 3 clusters Score -8256196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -8256198.500000 Penalty: 5313.964844
	Iteration 91Q: 3 clusters Score -8256198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -8256204.000000 Penalty: 5313.964844
	Iteration 92Q: 3 clusters Score -8256204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -8256208.000000 Penalty: 5313.964844
	Iteration 93Q: 3 clusters Score -8256208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -8256205.000000 Penalty: 5313.964844
	Iteration 94Q: 3 clusters Score -8256205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -8256208.000000 Penalty: 5313.964844
	Iteration 95Q: 3 clusters Score -8256208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -8256208.000000 Penalty: 5313.964844
	Iteration 96Q: 3 clusters Score -8256208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -8256210.500000 Penalty: 5313.964844
	Iteration 97Q: 3 clusters Score -8256210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -8256207.500000 Penalty: 5313.964844
	Iteration 98Q: 3 clusters Score -8256208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -8256207.500000 Penalty: 5313.964844
	Iteration 99F: 3 clusters Score -8256208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -427904.593750 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -427904.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -424962.093750 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -424962.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -425547.437500 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -425547.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -425780.937500 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -425780.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -426033.406250 Penalty: 3877.542236
	Iteration 3F: 3 clusters Score -426033.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -426327.312500 Penalty: 3877.542236
	Iteration 4F: 3 clusters Score -426327.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -426539.812500 Penalty: 3877.542236
	Iteration 5F: 3 clusters Score -426539.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -426700.562500 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -426700.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -426834.093750 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -426834.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -426931.437500 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -426931.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -427001.250000 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -427001.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -427060.562500 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -427060.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -427108.687500 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -427108.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -427145.375000 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -427145.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -427174.687500 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -427174.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -427194.843750 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -427194.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -427222.812500 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -427222.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -427246.687500 Penalty: 3877.542236
	Iteration 16Q: 3 clusters Score -427246.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -427280.625000 Penalty: 3877.542236
	Iteration 17Q: 3 clusters Score -427280.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -427314.687500 Penalty: 3877.542236
	Iteration 18Q: 3 clusters Score -427314.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -427335.531250 Penalty: 3877.542236
	Iteration 19Q: 3 clusters Score -427335.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -427364.375000 Penalty: 3877.542236
	Iteration 20F: 3 clusters Score -427364.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -427385.125000 Penalty: 3877.542236
	Iteration 21Q: 3 clusters Score -427385.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -427401.687500 Penalty: 3877.542236
	Iteration 22Q: 3 clusters Score -427401.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -427407.625000 Penalty: 3877.542236
	Iteration 23Q: 3 clusters Score -427407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -427412.937500 Penalty: 3877.542236
	Iteration 24Q: 3 clusters Score -427412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -427420.812500 Penalty: 3877.542236
	Iteration 25Q: 3 clusters Score -427420.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -427432.343750 Penalty: 3877.542236
	Iteration 26Q: 3 clusters Score -427432.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -427438.906250 Penalty: 3877.542236
	Iteration 27Q: 3 clusters Score -427438.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -427446.687500 Penalty: 3877.542236
	Iteration 28Q: 3 clusters Score -427446.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -427453.312500 Penalty: 3877.542236
	Iteration 29Q: 3 clusters Score -427453.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -427455.812500 Penalty: 3877.542236
	Iteration 30Q: 3 clusters Score -427455.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -427458.500000 Penalty: 3877.542236
	Iteration 31Q: 3 clusters Score -427458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -427460.281250 Penalty: 3877.542236
	Iteration 32Q: 3 clusters Score -427460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -427462.187500 Penalty: 3877.542236
	Iteration 33Q: 3 clusters Score -427462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -427462.875000 Penalty: 3877.542236
	Iteration 34Q: 3 clusters Score -427462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -427463.781250 Penalty: 3877.542236
	Iteration 35Q: 3 clusters Score -427463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -427463.781250 Penalty: 3877.542236
	Iteration 36F: 3 clusters Score -427463.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Entering Unmasked Estep 
Score: -10105225.000000 Penalty: 2703.106689
	Iteration 0F: 2 clusters Score -1.010522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -10074839.000000 Penalty: 5406.213379
	Iteration 0F: 3 clusters Score -1.007484e+07 nChanged 25228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -10089025.000000 Penalty: 5406.213379
	Iteration 1F: 3 clusters Score -1.008902e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -10089900.000000 Penalty: 5406.213379
	Iteration 2Q: 3 clusters Score -1.00899e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -10091184.000000 Penalty: 5406.213379
	Iteration 3F: 3 clusters Score -1.009118e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -10092894.000000 Penalty: 5406.213379
	Iteration 4F: 3 clusters Score -1.009289e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -10095115.000000 Penalty: 5406.213379
	Iteration 5F: 3 clusters Score -1.009512e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -10097597.000000 Penalty: 5406.213379
	Iteration 6F: 3 clusters Score -1.00976e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -10100435.000000 Penalty: 5406.213379
	Iteration 7F: 3 clusters Score -1.010044e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -10102975.000000 Penalty: 5406.213379
	Iteration 8F: 3 clusters Score -1.010298e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -10104487.000000 Penalty: 5406.213379
	Iteration 9Q: 3 clusters Score -1.010449e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -10105223.000000 Penalty: 5406.213379
	Iteration 10Q: 3 clusters Score -1.010522e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -10105605.000000 Penalty: 5406.213379
	Iteration 11Q: 3 clusters Score -1.01056e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -10105982.000000 Penalty: 5406.213379
	Iteration 12Q: 3 clusters Score -1.010598e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -10106169.000000 Penalty: 5406.213379
	Iteration 13Q: 3 clusters Score -1.010617e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -10106432.000000 Penalty: 5406.213379
	Iteration 14Q: 3 clusters Score -1.010643e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -10106605.000000 Penalty: 5406.213379
	Iteration 15Q: 3 clusters Score -1.01066e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -10106822.000000 Penalty: 5406.213379
	Iteration 16Q: 3 clusters Score -1.010682e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -10107019.000000 Penalty: 5406.213379
	Iteration 17Q: 3 clusters Score -1.010702e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -10107342.000000 Penalty: 5406.213379
	Iteration 18Q: 3 clusters Score -1.010734e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -10107606.000000 Penalty: 5406.213379
	Iteration 19Q: 3 clusters Score -1.010761e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -10107723.000000 Penalty: 5406.213379
	Iteration 20F: 3 clusters Score -1.010772e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -10107804.000000 Penalty: 5406.213379
	Iteration 21Q: 3 clusters Score -1.01078e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -10107853.000000 Penalty: 5406.213379
	Iteration 22Q: 3 clusters Score -1.010785e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -10107858.000000 Penalty: 5406.213379
	Iteration 23Q: 3 clusters Score -1.010786e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -10107947.000000 Penalty: 5406.213379
	Iteration 24Q: 3 clusters Score -1.010795e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -10107947.000000 Penalty: 5406.213379
	Iteration 25Q: 3 clusters Score -1.010795e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -10107984.000000 Penalty: 5406.213379
	Iteration 26Q: 3 clusters Score -1.010798e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -10107968.000000 Penalty: 5406.213379
	Iteration 27Q: 3 clusters Score -1.010797e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -10107987.000000 Penalty: 5406.213379
	Iteration 28Q: 3 clusters Score -1.010799e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -10108012.000000 Penalty: 5406.213379
	Iteration 29Q: 3 clusters Score -1.010801e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -10108035.000000 Penalty: 5406.213379
	Iteration 30Q: 3 clusters Score -1.010804e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -10108037.000000 Penalty: 5406.213379
	Iteration 31Q: 3 clusters Score -1.010804e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -10107988.000000 Penalty: 5406.213379
	Iteration 32Q: 3 clusters Score -1.010799e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -10108015.000000 Penalty: 5406.213379
	Iteration 33Q: 3 clusters Score -1.010802e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -10108010.000000 Penalty: 5406.213379
	Iteration 34Q: 3 clusters Score -1.010801e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -10108006.000000 Penalty: 5406.213379
	Iteration 35Q: 3 clusters Score -1.010801e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -10107991.000000 Penalty: 5406.213379
	Iteration 36Q: 3 clusters Score -1.010799e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -10108016.000000 Penalty: 5406.213379
	Iteration 37Q: 3 clusters Score -1.010802e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -10108025.000000 Penalty: 5406.213379
	Iteration 38Q: 3 clusters Score -1.010802e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -10108032.000000 Penalty: 5406.213379
	Iteration 39Q: 3 clusters Score -1.010803e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -10108040.000000 Penalty: 5406.213379
	Iteration 40F: 3 clusters Score -1.010804e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -10108062.000000 Penalty: 5406.213379
	Iteration 41Q: 3 clusters Score -1.010806e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -10108032.000000 Penalty: 5406.213379
	Iteration 42Q: 3 clusters Score -1.010803e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -10108019.000000 Penalty: 5406.213379
	Iteration 43Q: 3 clusters Score -1.010802e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -10108008.000000 Penalty: 5406.213379
	Iteration 44Q: 3 clusters Score -1.010801e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -10108011.000000 Penalty: 5406.213379
	Iteration 45Q: 3 clusters Score -1.010801e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -10108020.000000 Penalty: 5406.213379
	Iteration 46Q: 3 clusters Score -1.010802e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -10108048.000000 Penalty: 5406.213379
	Iteration 47Q: 3 clusters Score -1.010805e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -10108041.000000 Penalty: 5406.213379
	Iteration 48Q: 3 clusters Score -1.010804e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -10108049.000000 Penalty: 5406.213379
	Iteration 49Q: 3 clusters Score -1.010805e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -10108060.000000 Penalty: 5406.213379
	Iteration 50Q: 3 clusters Score -1.010806e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -10108056.000000 Penalty: 5406.213379
	Iteration 51Q: 3 clusters Score -1.010806e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -10108030.000000 Penalty: 5406.213379
	Iteration 52Q: 3 clusters Score -1.010803e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -10108042.000000 Penalty: 5406.213379
	Iteration 53Q: 3 clusters Score -1.010804e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -10108017.000000 Penalty: 5406.213379
	Iteration 54Q: 3 clusters Score -1.010802e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -10108037.000000 Penalty: 5406.213379
	Iteration 55Q: 3 clusters Score -1.010804e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -10108008.000000 Penalty: 5406.213379
	Iteration 56Q: 3 clusters Score -1.010801e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -10108022.000000 Penalty: 5406.213379
	Iteration 57Q: 3 clusters Score -1.010802e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -10108018.000000 Penalty: 5406.213379
	Iteration 58Q: 3 clusters Score -1.010802e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -10107992.000000 Penalty: 5406.213379
	Iteration 59Q: 3 clusters Score -1.010799e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -10107960.000000 Penalty: 5406.213379
	Iteration 60F: 3 clusters Score -1.010796e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -10107926.000000 Penalty: 5406.213379
	Iteration 61Q: 3 clusters Score -1.010793e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -10107890.000000 Penalty: 5406.213379
	Iteration 62Q: 3 clusters Score -1.010789e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -10107914.000000 Penalty: 5406.213379
	Iteration 63Q: 3 clusters Score -1.010791e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -10107870.000000 Penalty: 5406.213379
	Iteration 64Q: 3 clusters Score -1.010787e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -10107855.000000 Penalty: 5406.213379
	Iteration 65Q: 3 clusters Score -1.010786e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -10107840.000000 Penalty: 5406.213379
	Iteration 66Q: 3 clusters Score -1.010784e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -10107826.000000 Penalty: 5406.213379
	Iteration 67Q: 3 clusters Score -1.010783e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -10107897.000000 Penalty: 5406.213379
	Iteration 68Q: 3 clusters Score -1.01079e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -10107865.000000 Penalty: 5406.213379
	Iteration 69Q: 3 clusters Score -1.010786e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -10107895.000000 Penalty: 5406.213379
	Iteration 70Q: 3 clusters Score -1.01079e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -10107927.000000 Penalty: 5406.213379
	Iteration 71Q: 3 clusters Score -1.010793e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -10107860.000000 Penalty: 5406.213379
	Iteration 72Q: 3 clusters Score -1.010786e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -10107841.000000 Penalty: 5406.213379
	Iteration 73Q: 3 clusters Score -1.010784e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -10107828.000000 Penalty: 5406.213379
	Iteration 74Q: 3 clusters Score -1.010783e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -10107805.000000 Penalty: 5406.213379
	Iteration 75Q: 3 clusters Score -1.01078e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -10107772.000000 Penalty: 5406.213379
	Iteration 76Q: 3 clusters Score -1.010777e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -10107768.000000 Penalty: 5406.213379
	Iteration 77Q: 3 clusters Score -1.010777e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -10107879.000000 Penalty: 5406.213379
	Iteration 78Q: 3 clusters Score -1.010788e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -10108012.000000 Penalty: 5406.213379
	Iteration 79Q: 3 clusters Score -1.010801e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -10108122.000000 Penalty: 5406.213379
	Iteration 80F: 3 clusters Score -1.010812e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -10108105.000000 Penalty: 5406.213379
	Iteration 81Q: 3 clusters Score -1.01081e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -10108106.000000 Penalty: 5406.213379
	Iteration 82Q: 3 clusters Score -1.010811e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -10108114.000000 Penalty: 5406.213379
	Iteration 83Q: 3 clusters Score -1.010811e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -10108092.000000 Penalty: 5406.213379
	Iteration 84Q: 3 clusters Score -1.010809e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -10108096.000000 Penalty: 5406.213379
	Iteration 85Q: 3 clusters Score -1.01081e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -10108103.000000 Penalty: 5406.213379
	Iteration 86Q: 3 clusters Score -1.01081e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -10108115.000000 Penalty: 5406.213379
	Iteration 87Q: 3 clusters Score -1.010812e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -10108121.000000 Penalty: 5406.213379
	Iteration 88Q: 3 clusters Score -1.010812e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -10108119.000000 Penalty: 5406.213379
	Iteration 89Q: 3 clusters Score -1.010812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -10108114.000000 Penalty: 5406.213379
	Iteration 90Q: 3 clusters Score -1.010811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -10108108.000000 Penalty: 5406.213379
	Iteration 91Q: 3 clusters Score -1.010811e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -10108110.000000 Penalty: 5406.213379
	Iteration 92Q: 3 clusters Score -1.010811e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -10108105.000000 Penalty: 5406.213379
	Iteration 93Q: 3 clusters Score -1.01081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -10108098.000000 Penalty: 5406.213379
	Iteration 94Q: 3 clusters Score -1.01081e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -10108087.000000 Penalty: 5406.213379
	Iteration 95Q: 3 clusters Score -1.010809e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -10108108.000000 Penalty: 5406.213379
	Iteration 96Q: 3 clusters Score -1.010811e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -10108100.000000 Penalty: 5406.213379
	Iteration 97Q: 3 clusters Score -1.01081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -10108087.000000 Penalty: 5406.213379
	Iteration 98Q: 3 clusters Score -1.010809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -10108083.000000 Penalty: 5406.213379
	Iteration 99Q: 3 clusters Score -1.010808e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -10108099.000000 Penalty: 5406.213379
	Iteration 100F: 3 clusters Score -1.01081e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -10108098.000000 Penalty: 5406.213379
	Iteration 101Q: 3 clusters Score -1.01081e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -10108107.000000 Penalty: 5406.213379
	Iteration 102Q: 3 clusters Score -1.010811e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -10108078.000000 Penalty: 5406.213379
	Iteration 103Q: 3 clusters Score -1.010808e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -10108072.000000 Penalty: 5406.213379
	Iteration 104Q: 3 clusters Score -1.010807e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -10108066.000000 Penalty: 5406.213379
	Iteration 105Q: 3 clusters Score -1.010807e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -10108056.000000 Penalty: 5406.213379
	Iteration 106Q: 3 clusters Score -1.010806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -10108045.000000 Penalty: 5406.213379
	Iteration 107Q: 3 clusters Score -1.010804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -10108053.000000 Penalty: 5406.213379
	Iteration 108Q: 3 clusters Score -1.010805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -10108040.000000 Penalty: 5406.213379
	Iteration 109Q: 3 clusters Score -1.010804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -10108042.000000 Penalty: 5406.213379
	Iteration 110Q: 3 clusters Score -1.010804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -10108044.000000 Penalty: 5406.213379
	Iteration 111Q: 3 clusters Score -1.010804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -10108049.000000 Penalty: 5406.213379
	Iteration 112Q: 3 clusters Score -1.010805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -10108043.000000 Penalty: 5406.213379
	Iteration 113Q: 3 clusters Score -1.010804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -10108035.000000 Penalty: 5406.213379
	Iteration 114Q: 3 clusters Score -1.010804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -10108026.000000 Penalty: 5406.213379
	Iteration 115Q: 3 clusters Score -1.010803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -10108025.000000 Penalty: 5406.213379
	Iteration 116Q: 3 clusters Score -1.010802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -10108023.000000 Penalty: 5406.213379
	Iteration 117Q: 3 clusters Score -1.010802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -10108025.000000 Penalty: 5406.213379
	Iteration 118Q: 3 clusters Score -1.010802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -10108025.000000 Penalty: 5406.213379
	Iteration 119Q: 3 clusters Score -1.010802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -10108025.000000 Penalty: 5406.213379
	Iteration 120F: 3 clusters Score -1.010802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 41205 members 
Mstep: Class 4 contains 29357 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 15425 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34899 members 
Mstep: Class 11 contains 18841 members 
Mstep: Class 12 contains 40170 members 
Mstep: Class 13 contains 21015 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28450 members 
Mstep: Class 16 contains 44965 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 43306 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 14892 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 54342 members 
Mstep: Class 24 contains 58944 members 
Mstep: Class 25 contains 19266 members 
Mstep: Class 26 contains 36617 members 
Mstep: Class 27 contains 50125 members 
Mstep: Class 28 contains 10850 members 
Entering Unmasked Estep 
Score: -106713656.000000 Penalty: 92210.640625
Splitting cluster 18 changes total score from -106712160.000000 to -106713656.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -41113.578125 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -41113.58 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 248 members 
Entering Unmasked Estep 
Score: -39900.910156 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -39900.91 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40184.980469 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -40184.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40448.550781 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -40448.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40766.066406 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -40766.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -41034.734375 Penalty: 3064.260254
	Iteration 4F: 3 clusters Score -41034.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -41122.480469 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -41122.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41139.980469 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -41139.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41152.957031 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -41152.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41152.957031 Penalty: 3064.260254
	Iteration 8F: 3 clusters Score -41152.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 41205 members 
Mstep: Class 4 contains 29357 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 15425 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34899 members 
Mstep: Class 11 contains 18841 members 
Mstep: Class 12 contains 40170 members 
Mstep: Class 13 contains 21015 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28450 members 
Mstep: Class 16 contains 44965 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 43306 members 
Mstep: Class 19 contains 126 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 14892 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 54342 members 
Mstep: Class 24 contains 58944 members 
Mstep: Class 25 contains 19266 members 
Mstep: Class 26 contains 36617 members 
Mstep: Class 27 contains 50125 members 
Mstep: Class 28 contains 10850 members 
Mstep: Class 29 contains 356 members 
Entering Unmasked Estep 
Score: -106711928.000000 Penalty: 95503.882812
Splitting cluster 19 changes total score from -106712160.000000 to -106711928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -612465.562500 Penalty: 2010.639893
	Iteration 0F: 2 clusters Score -612465.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -608942.750000 Penalty: 4021.279785
	Iteration 0F: 3 clusters Score -608942.8 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -609700.125000 Penalty: 4021.279785
	Iteration 1F: 3 clusters Score -609700.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -609868.312500 Penalty: 4021.279785
	Iteration 2F: 3 clusters Score -609868.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -609950.375000 Penalty: 4021.279785
	Iteration 3Q: 3 clusters Score -609950.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -609993.875000 Penalty: 4021.279785
	Iteration 4Q: 3 clusters Score -609993.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -610018.812500 Penalty: 4021.279785
	Iteration 5Q: 3 clusters Score -610018.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -610038.812500 Penalty: 4021.279785
	Iteration 6Q: 3 clusters Score -610038.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -610057.500000 Penalty: 4021.279785
	Iteration 7Q: 3 clusters Score -610057.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -610079.562500 Penalty: 4021.279785
	Iteration 8Q: 3 clusters Score -610079.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -610104.437500 Penalty: 4021.279785
	Iteration 9Q: 3 clusters Score -610104.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -610133.812500 Penalty: 4021.279785
	Iteration 10Q: 3 clusters Score -610133.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -610156.375000 Penalty: 4021.279785
	Iteration 11Q: 3 clusters Score -610156.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -610175.750000 Penalty: 4021.279785
	Iteration 12Q: 3 clusters Score -610175.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -610198.187500 Penalty: 4021.279785
	Iteration 13Q: 3 clusters Score -610198.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -610214.875000 Penalty: 4021.279785
	Iteration 14Q: 3 clusters Score -610214.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -610231.375000 Penalty: 4021.279785
	Iteration 15Q: 3 clusters Score -610231.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -610244.687500 Penalty: 4021.279785
	Iteration 16Q: 3 clusters Score -610244.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -610257.062500 Penalty: 4021.279785
	Iteration 17Q: 3 clusters Score -610257.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -610272.250000 Penalty: 4021.279785
	Iteration 18Q: 3 clusters Score -610272.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -610288.625000 Penalty: 4021.279785
	Iteration 19Q: 3 clusters Score -610288.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -610306.250000 Penalty: 4021.279785
	Iteration 20F: 3 clusters Score -610306.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -610325.562500 Penalty: 4021.279785
	Iteration 21Q: 3 clusters Score -610325.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -610345.312500 Penalty: 4021.279785
	Iteration 22Q: 3 clusters Score -610345.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -610362.875000 Penalty: 4021.279785
	Iteration 23Q: 3 clusters Score -610362.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -610380.812500 Penalty: 4021.279785
	Iteration 24Q: 3 clusters Score -610380.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -610401.437500 Penalty: 4021.279785
	Iteration 25Q: 3 clusters Score -610401.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -610421.062500 Penalty: 4021.279785
	Iteration 26Q: 3 clusters Score -610421.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -610435.000000 Penalty: 4021.279785
	Iteration 27Q: 3 clusters Score -610435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -610448.500000 Penalty: 4021.279785
	Iteration 28Q: 3 clusters Score -610448.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -610461.250000 Penalty: 4021.279785
	Iteration 29Q: 3 clusters Score -610461.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -610473.812500 Penalty: 4021.279785
	Iteration 30Q: 3 clusters Score -610473.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -610486.500000 Penalty: 4021.279785
	Iteration 31Q: 3 clusters Score -610486.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -610503.312500 Penalty: 4021.279785
	Iteration 32Q: 3 clusters Score -610503.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -610524.937500 Penalty: 4021.279785
	Iteration 33Q: 3 clusters Score -610524.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -610541.437500 Penalty: 4021.279785
	Iteration 34Q: 3 clusters Score -610541.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -610556.312500 Penalty: 4021.279785
	Iteration 35Q: 3 clusters Score -610556.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -610571.187500 Penalty: 4021.279785
	Iteration 36Q: 3 clusters Score -610571.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -610589.625000 Penalty: 4021.279785
	Iteration 37Q: 3 clusters Score -610589.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -610612.312500 Penalty: 4021.279785
	Iteration 38Q: 3 clusters Score -610612.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -610636.625000 Penalty: 4021.279785
	Iteration 39Q: 3 clusters Score -610636.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -610656.000000 Penalty: 4021.279785
	Iteration 40F: 3 clusters Score -610656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -610667.375000 Penalty: 4021.279785
	Iteration 41Q: 3 clusters Score -610667.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -610684.687500 Penalty: 4021.279785
	Iteration 42Q: 3 clusters Score -610684.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -610700.312500 Penalty: 4021.279785
	Iteration 43Q: 3 clusters Score -610700.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -610710.750000 Penalty: 4021.279785
	Iteration 44Q: 3 clusters Score -610710.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -610718.062500 Penalty: 4021.279785
	Iteration 45Q: 3 clusters Score -610718.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -610726.125000 Penalty: 4021.279785
	Iteration 46Q: 3 clusters Score -610726.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -610730.500000 Penalty: 4021.279785
	Iteration 47Q: 3 clusters Score -610730.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -610736.625000 Penalty: 4021.279785
	Iteration 48Q: 3 clusters Score -610736.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -610745.812500 Penalty: 4021.279785
	Iteration 49Q: 3 clusters Score -610745.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -610756.250000 Penalty: 4021.279785
	Iteration 50Q: 3 clusters Score -610756.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -610762.812500 Penalty: 4021.279785
	Iteration 51Q: 3 clusters Score -610762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -610768.437500 Penalty: 4021.279785
	Iteration 52Q: 3 clusters Score -610768.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -610771.375000 Penalty: 4021.279785
	Iteration 53Q: 3 clusters Score -610771.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -610775.062500 Penalty: 4021.279785
	Iteration 54Q: 3 clusters Score -610775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -610779.000000 Penalty: 4021.279785
	Iteration 55Q: 3 clusters Score -610779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -610780.875000 Penalty: 4021.279785
	Iteration 56Q: 3 clusters Score -610780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -610781.812500 Penalty: 4021.279785
	Iteration 57Q: 3 clusters Score -610781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -610782.312500 Penalty: 4021.279785
	Iteration 58Q: 3 clusters Score -610782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -610784.312500 Penalty: 4021.279785
	Iteration 59Q: 3 clusters Score -610784.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -610786.687500 Penalty: 4021.279785
	Iteration 60F: 3 clusters Score -610786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -610788.937500 Penalty: 4021.279785
	Iteration 61Q: 3 clusters Score -610788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -610791.500000 Penalty: 4021.279785
	Iteration 62Q: 3 clusters Score -610791.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -610792.750000 Penalty: 4021.279785
	Iteration 63Q: 3 clusters Score -610792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -610793.875000 Penalty: 4021.279785
	Iteration 64Q: 3 clusters Score -610793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -610794.875000 Penalty: 4021.279785
	Iteration 65Q: 3 clusters Score -610794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -610795.625000 Penalty: 4021.279785
	Iteration 66Q: 3 clusters Score -610795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -610796.062500 Penalty: 4021.279785
	Iteration 67Q: 3 clusters Score -610796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -610797.937500 Penalty: 4021.279785
	Iteration 68Q: 3 clusters Score -610797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -610799.750000 Penalty: 4021.279785
	Iteration 69Q: 3 clusters Score -610799.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -610803.687500 Penalty: 4021.279785
	Iteration 70Q: 3 clusters Score -610803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -610807.187500 Penalty: 4021.279785
	Iteration 71Q: 3 clusters Score -610807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -610810.250000 Penalty: 4021.279785
	Iteration 72Q: 3 clusters Score -610810.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -610816.250000 Penalty: 4021.279785
	Iteration 73Q: 3 clusters Score -610816.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -610819.062500 Penalty: 4021.279785
	Iteration 74Q: 3 clusters Score -610819.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -610821.562500 Penalty: 4021.279785
	Iteration 75Q: 3 clusters Score -610821.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -610823.812500 Penalty: 4021.279785
	Iteration 76Q: 3 clusters Score -610823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -610826.937500 Penalty: 4021.279785
	Iteration 77Q: 3 clusters Score -610826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -610829.750000 Penalty: 4021.279785
	Iteration 78Q: 3 clusters Score -610829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -610829.875000 Penalty: 4021.279785
	Iteration 79Q: 3 clusters Score -610829.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -610829.875000 Penalty: 4021.279785
	Iteration 80F: 3 clusters Score -610829.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Entering Unmasked Estep 
Score: -2798731.750000 Penalty: 2382.927734
	Iteration 0F: 2 clusters Score -2798732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2787958.000000 Penalty: 4765.855469
	Iteration 0F: 3 clusters Score -2787958 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2791266.750000 Penalty: 4765.855469
	Iteration 1F: 3 clusters Score -2791267 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2791550.750000 Penalty: 4765.855469
	Iteration 2F: 3 clusters Score -2791551 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2791775.500000 Penalty: 4765.855469
	Iteration 3Q: 3 clusters Score -2791776 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2791957.750000 Penalty: 4765.855469
	Iteration 4Q: 3 clusters Score -2791958 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2792128.250000 Penalty: 4765.855469
	Iteration 5Q: 3 clusters Score -2792128 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2792274.250000 Penalty: 4765.855469
	Iteration 6Q: 3 clusters Score -2792274 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2792433.250000 Penalty: 4765.855469
	Iteration 7Q: 3 clusters Score -2792433 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2792634.250000 Penalty: 4765.855469
	Iteration 8Q: 3 clusters Score -2792634 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2792882.750000 Penalty: 4765.855469
	Iteration 9Q: 3 clusters Score -2792883 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2793220.000000 Penalty: 4765.855469
	Iteration 10Q: 3 clusters Score -2793220 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2793651.750000 Penalty: 4765.855469
	Iteration 11Q: 3 clusters Score -2793652 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2794220.750000 Penalty: 4765.855469
	Iteration 12F: 3 clusters Score -2794221 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2794875.250000 Penalty: 4765.855469
	Iteration 13F: 3 clusters Score -2794875 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2795485.250000 Penalty: 4765.855469
	Iteration 14Q: 3 clusters Score -2795485 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2795916.750000 Penalty: 4765.855469
	Iteration 15Q: 3 clusters Score -2795917 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2796197.750000 Penalty: 4765.855469
	Iteration 16Q: 3 clusters Score -2796198 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2796365.250000 Penalty: 4765.855469
	Iteration 17Q: 3 clusters Score -2796365 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2796490.750000 Penalty: 4765.855469
	Iteration 18Q: 3 clusters Score -2796491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2796543.250000 Penalty: 4765.855469
	Iteration 19Q: 3 clusters Score -2796543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2796574.000000 Penalty: 4765.855469
	Iteration 20F: 3 clusters Score -2796574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2796588.250000 Penalty: 4765.855469
	Iteration 21Q: 3 clusters Score -2796588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2796608.750000 Penalty: 4765.855469
	Iteration 22Q: 3 clusters Score -2796609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2796625.500000 Penalty: 4765.855469
	Iteration 23Q: 3 clusters Score -2796626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2796625.250000 Penalty: 4765.855469
	Iteration 24Q: 3 clusters Score -2796625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2796636.250000 Penalty: 4765.855469
	Iteration 25Q: 3 clusters Score -2796636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2796643.500000 Penalty: 4765.855469
	Iteration 26Q: 3 clusters Score -2796644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2796653.000000 Penalty: 4765.855469
	Iteration 27Q: 3 clusters Score -2796653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2796662.750000 Penalty: 4765.855469
	Iteration 28Q: 3 clusters Score -2796663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2796664.500000 Penalty: 4765.855469
	Iteration 29Q: 3 clusters Score -2796664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2796665.750000 Penalty: 4765.855469
	Iteration 30Q: 3 clusters Score -2796666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2796665.500000 Penalty: 4765.855469
	Iteration 31Q: 3 clusters Score -2796666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2796667.500000 Penalty: 4765.855469
	Iteration 32Q: 3 clusters Score -2796668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2796667.500000 Penalty: 4765.855469
	Iteration 33F: 3 clusters Score -2796668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -60142.007812 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -60142.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58917.117188 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -58917.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59063.832031 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -59063.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -59139.593750 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -59139.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59183.738281 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -59183.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59222.371094 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -59222.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59242.214844 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -59242.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59260.523438 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -59260.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59265.578125 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -59265.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59265.578125 Penalty: 2793.081055
	Iteration 8F: 3 clusters Score -59265.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (54342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Entering Unmasked Estep 
Score: -10119976.000000 Penalty: 2703.957031
	Iteration 0F: 2 clusters Score -1.011998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -10088391.000000 Penalty: 5407.914062
	Iteration 0F: 3 clusters Score -1.008839e+07 nChanged 25401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -10102499.000000 Penalty: 5407.914062
	Iteration 1F: 3 clusters Score -1.01025e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -10103148.000000 Penalty: 5407.914062
	Iteration 2Q: 3 clusters Score -1.010315e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -10103763.000000 Penalty: 5407.914062
	Iteration 3Q: 3 clusters Score -1.010376e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -10104522.000000 Penalty: 5407.914062
	Iteration 4Q: 3 clusters Score -1.010452e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -10105640.000000 Penalty: 5407.914062
	Iteration 5Q: 3 clusters Score -1.010564e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -10107179.000000 Penalty: 5407.914062
	Iteration 6F: 3 clusters Score -1.010718e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -10109387.000000 Penalty: 5407.914062
	Iteration 7F: 3 clusters Score -1.010939e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -10111965.000000 Penalty: 5407.914062
	Iteration 8F: 3 clusters Score -1.011196e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -10114100.000000 Penalty: 5407.914062
	Iteration 9F: 3 clusters Score -1.01141e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -10115735.000000 Penalty: 5407.914062
	Iteration 10F: 3 clusters Score -1.011574e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -10116730.000000 Penalty: 5407.914062
	Iteration 11Q: 3 clusters Score -1.011673e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -10117150.000000 Penalty: 5407.914062
	Iteration 12Q: 3 clusters Score -1.011715e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -10117381.000000 Penalty: 5407.914062
	Iteration 13Q: 3 clusters Score -1.011738e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -10117467.000000 Penalty: 5407.914062
	Iteration 14Q: 3 clusters Score -1.011747e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -10117540.000000 Penalty: 5407.914062
	Iteration 15Q: 3 clusters Score -1.011754e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -10117584.000000 Penalty: 5407.914062
	Iteration 16Q: 3 clusters Score -1.011758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -10117604.000000 Penalty: 5407.914062
	Iteration 17Q: 3 clusters Score -1.01176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -10117612.000000 Penalty: 5407.914062
	Iteration 18Q: 3 clusters Score -1.011761e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -10117644.000000 Penalty: 5407.914062
	Iteration 19Q: 3 clusters Score -1.011764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -10117649.000000 Penalty: 5407.914062
	Iteration 20F: 3 clusters Score -1.011765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -10117657.000000 Penalty: 5407.914062
	Iteration 21Q: 3 clusters Score -1.011766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -10117661.000000 Penalty: 5407.914062
	Iteration 22Q: 3 clusters Score -1.011766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -10117669.000000 Penalty: 5407.914062
	Iteration 23Q: 3 clusters Score -1.011767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -10117671.000000 Penalty: 5407.914062
	Iteration 24Q: 3 clusters Score -1.011767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -10117676.000000 Penalty: 5407.914062
	Iteration 25Q: 3 clusters Score -1.011768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -10117672.000000 Penalty: 5407.914062
	Iteration 26Q: 3 clusters Score -1.011767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -10117672.000000 Penalty: 5407.914062
	Iteration 27F: 3 clusters Score -1.011767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Entering Unmasked Estep 
Score: -10984571.000000 Penalty: 2724.117188
	Iteration 0F: 2 clusters Score -1.098457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -10954897.000000 Penalty: 5448.234375
	Iteration 0F: 3 clusters Score -1.09549e+07 nChanged 27211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -10970132.000000 Penalty: 5448.234375
	Iteration 1F: 3 clusters Score -1.097013e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -10970965.000000 Penalty: 5448.234375
	Iteration 2Q: 3 clusters Score -1.097096e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -10971918.000000 Penalty: 5448.234375
	Iteration 3Q: 3 clusters Score -1.097192e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -10973148.000000 Penalty: 5448.234375
	Iteration 4F: 3 clusters Score -1.097315e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -10974811.000000 Penalty: 5448.234375
	Iteration 5F: 3 clusters Score -1.097481e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -10977236.000000 Penalty: 5448.234375
	Iteration 6F: 3 clusters Score -1.097724e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -10979252.000000 Penalty: 5448.234375
	Iteration 7F: 3 clusters Score -1.097925e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -10980677.000000 Penalty: 5448.234375
	Iteration 8F: 3 clusters Score -1.098068e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -10981019.000000 Penalty: 5448.234375
	Iteration 9F: 3 clusters Score -1.098102e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -10981487.000000 Penalty: 5448.234375
	Iteration 10Q: 3 clusters Score -1.098149e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -10981790.000000 Penalty: 5448.234375
	Iteration 11Q: 3 clusters Score -1.098179e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10982004.000000 Penalty: 5448.234375
	Iteration 12Q: 3 clusters Score -1.0982e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10982134.000000 Penalty: 5448.234375
	Iteration 13Q: 3 clusters Score -1.098213e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10982231.000000 Penalty: 5448.234375
	Iteration 14Q: 3 clusters Score -1.098223e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10982255.000000 Penalty: 5448.234375
	Iteration 15Q: 3 clusters Score -1.098226e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10982303.000000 Penalty: 5448.234375
	Iteration 16Q: 3 clusters Score -1.09823e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10982309.000000 Penalty: 5448.234375
	Iteration 17Q: 3 clusters Score -1.098231e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10982332.000000 Penalty: 5448.234375
	Iteration 18Q: 3 clusters Score -1.098233e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10982350.000000 Penalty: 5448.234375
	Iteration 19Q: 3 clusters Score -1.098235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10982377.000000 Penalty: 5448.234375
	Iteration 20F: 3 clusters Score -1.098238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10982395.000000 Penalty: 5448.234375
	Iteration 21Q: 3 clusters Score -1.09824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10982375.000000 Penalty: 5448.234375
	Iteration 22Q: 3 clusters Score -1.098238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10982363.000000 Penalty: 5448.234375
	Iteration 23Q: 3 clusters Score -1.098236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10982369.000000 Penalty: 5448.234375
	Iteration 24Q: 3 clusters Score -1.098237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10982379.000000 Penalty: 5448.234375
	Iteration 25Q: 3 clusters Score -1.098238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10982381.000000 Penalty: 5448.234375
	Iteration 26Q: 3 clusters Score -1.098238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10982361.000000 Penalty: 5448.234375
	Iteration 27Q: 3 clusters Score -1.098236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10982365.000000 Penalty: 5448.234375
	Iteration 28Q: 3 clusters Score -1.098236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10982356.000000 Penalty: 5448.234375
	Iteration 29Q: 3 clusters Score -1.098236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10982361.000000 Penalty: 5448.234375
	Iteration 30Q: 3 clusters Score -1.098236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10982361.000000 Penalty: 5448.234375
	Iteration 31F: 3 clusters Score -1.098236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Entering Unmasked Estep 
Score: -3606109.000000 Penalty: 2446.792236
	Iteration 0F: 2 clusters Score -3606109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3592592.750000 Penalty: 4893.584473
	Iteration 0F: 3 clusters Score -3592593 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3596968.250000 Penalty: 4893.584473
	Iteration 1F: 3 clusters Score -3596968 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3597414.500000 Penalty: 4893.584473
	Iteration 2F: 3 clusters Score -3597414 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3597869.250000 Penalty: 4893.584473
	Iteration 3F: 3 clusters Score -3597869 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3598406.500000 Penalty: 4893.584473
	Iteration 4F: 3 clusters Score -3598406 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3599057.250000 Penalty: 4893.584473
	Iteration 5F: 3 clusters Score -3599057 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3599935.000000 Penalty: 4893.584473
	Iteration 6F: 3 clusters Score -3599935 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3600983.500000 Penalty: 4893.584473
	Iteration 7F: 3 clusters Score -3600984 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3602037.000000 Penalty: 4893.584473
	Iteration 8F: 3 clusters Score -3602037 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3602864.500000 Penalty: 4893.584473
	Iteration 9Q: 3 clusters Score -3602864 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3603379.250000 Penalty: 4893.584473
	Iteration 10Q: 3 clusters Score -3603379 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3603636.750000 Penalty: 4893.584473
	Iteration 11Q: 3 clusters Score -3603637 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3603766.250000 Penalty: 4893.584473
	Iteration 12Q: 3 clusters Score -3603766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3603836.500000 Penalty: 4893.584473
	Iteration 13Q: 3 clusters Score -3603836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3603887.000000 Penalty: 4893.584473
	Iteration 14Q: 3 clusters Score -3603887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3603924.750000 Penalty: 4893.584473
	Iteration 15Q: 3 clusters Score -3603925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3603940.500000 Penalty: 4893.584473
	Iteration 16Q: 3 clusters Score -3603940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3603946.250000 Penalty: 4893.584473
	Iteration 17Q: 3 clusters Score -3603946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3603949.750000 Penalty: 4893.584473
	Iteration 18Q: 3 clusters Score -3603950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3603960.750000 Penalty: 4893.584473
	Iteration 19Q: 3 clusters Score -3603961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3603966.500000 Penalty: 4893.584473
	Iteration 20F: 3 clusters Score -3603966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3603971.500000 Penalty: 4893.584473
	Iteration 21Q: 3 clusters Score -3603972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3603982.500000 Penalty: 4893.584473
	Iteration 22Q: 3 clusters Score -3603982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3603985.000000 Penalty: 4893.584473
	Iteration 23Q: 3 clusters Score -3603985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3603984.250000 Penalty: 4893.584473
	Iteration 24Q: 3 clusters Score -3603984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3603991.250000 Penalty: 4893.584473
	Iteration 25Q: 3 clusters Score -3603991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3604000.250000 Penalty: 4893.584473
	Iteration 26Q: 3 clusters Score -3604000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3604004.000000 Penalty: 4893.584473
	Iteration 27Q: 3 clusters Score -3604004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3604010.750000 Penalty: 4893.584473
	Iteration 28Q: 3 clusters Score -3604011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3604011.000000 Penalty: 4893.584473
	Iteration 29Q: 3 clusters Score -3604011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3604011.500000 Penalty: 4893.584473
	Iteration 30Q: 3 clusters Score -3604012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3604011.500000 Penalty: 4893.584473
	Iteration 31F: 3 clusters Score -3604012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (36617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Entering Unmasked Estep 
Score: -6850697.000000 Penalty: 2606.050537
	Iteration 0F: 2 clusters Score -6850697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -6826310.500000 Penalty: 5212.101074
	Iteration 0F: 3 clusters Score -6826310 nChanged 16758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -6835386.500000 Penalty: 5212.101074
	Iteration 1F: 3 clusters Score -6835386 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -6835956.000000 Penalty: 5212.101074
	Iteration 2Q: 3 clusters Score -6835956 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -6836591.000000 Penalty: 5212.101074
	Iteration 3Q: 3 clusters Score -6836591 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -6837466.500000 Penalty: 5212.101074
	Iteration 4F: 3 clusters Score -6837466 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -6838697.000000 Penalty: 5212.101074
	Iteration 5F: 3 clusters Score -6838697 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -6840265.500000 Penalty: 5212.101074
	Iteration 6F: 3 clusters Score -6840266 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -6842187.000000 Penalty: 5212.101074
	Iteration 7F: 3 clusters Score -6842187 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -6844074.500000 Penalty: 5212.101074
	Iteration 8F: 3 clusters Score -6844074 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -6845769.000000 Penalty: 5212.101074
	Iteration 9F: 3 clusters Score -6845769 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -6847082.000000 Penalty: 5212.101074
	Iteration 10Q: 3 clusters Score -6847082 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -6847814.000000 Penalty: 5212.101074
	Iteration 11Q: 3 clusters Score -6847814 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -6848092.500000 Penalty: 5212.101074
	Iteration 12Q: 3 clusters Score -6848092 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -6848259.500000 Penalty: 5212.101074
	Iteration 13Q: 3 clusters Score -6848260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -6848324.000000 Penalty: 5212.101074
	Iteration 14Q: 3 clusters Score -6848324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -6848364.000000 Penalty: 5212.101074
	Iteration 15Q: 3 clusters Score -6848364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -6848384.000000 Penalty: 5212.101074
	Iteration 16Q: 3 clusters Score -6848384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -6848386.500000 Penalty: 5212.101074
	Iteration 17Q: 3 clusters Score -6848386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -6848390.000000 Penalty: 5212.101074
	Iteration 18Q: 3 clusters Score -6848390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -6848401.000000 Penalty: 5212.101074
	Iteration 19Q: 3 clusters Score -6848401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -6848396.500000 Penalty: 5212.101074
	Iteration 20F: 3 clusters Score -6848396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -6848393.500000 Penalty: 5212.101074
	Iteration 21Q: 3 clusters Score -6848394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -6848394.500000 Penalty: 5212.101074
	Iteration 22Q: 3 clusters Score -6848394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -6848405.500000 Penalty: 5212.101074
	Iteration 23Q: 3 clusters Score -6848406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -6848413.000000 Penalty: 5212.101074
	Iteration 24Q: 3 clusters Score -6848413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -6848412.000000 Penalty: 5212.101074
	Iteration 25Q: 3 clusters Score -6848412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -6848417.000000 Penalty: 5212.101074
	Iteration 26Q: 3 clusters Score -6848417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -6848415.000000 Penalty: 5212.101074
	Iteration 27Q: 3 clusters Score -6848415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -6848422.000000 Penalty: 5212.101074
	Iteration 28Q: 3 clusters Score -6848422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -6848427.000000 Penalty: 5212.101074
	Iteration 29Q: 3 clusters Score -6848427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -6848428.500000 Penalty: 5212.101074
	Iteration 30Q: 3 clusters Score -6848428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -6848431.000000 Penalty: 5212.101074
	Iteration 31Q: 3 clusters Score -6848431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -6848434.000000 Penalty: 5212.101074
	Iteration 32Q: 3 clusters Score -6848434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -6848431.500000 Penalty: 5212.101074
	Iteration 33Q: 3 clusters Score -6848432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -6848434.000000 Penalty: 5212.101074
	Iteration 34Q: 3 clusters Score -6848434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -6848432.000000 Penalty: 5212.101074
	Iteration 35Q: 3 clusters Score -6848432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -6848432.000000 Penalty: 5212.101074
	Iteration 36F: 3 clusters Score -6848432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (50125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Entering Unmasked Estep 
Score: -9363061.000000 Penalty: 2683.924316
	Iteration 0F: 2 clusters Score -9363061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -9333026.000000 Penalty: 5367.848633
	Iteration 0F: 3 clusters Score -9333026 nChanged 23209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -9345933.000000 Penalty: 5367.848633
	Iteration 1F: 3 clusters Score -9345933 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -9346407.000000 Penalty: 5367.848633
	Iteration 2Q: 3 clusters Score -9346407 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -9346874.000000 Penalty: 5367.848633
	Iteration 3Q: 3 clusters Score -9346874 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -9347292.000000 Penalty: 5367.848633
	Iteration 4Q: 3 clusters Score -9347292 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -9347730.000000 Penalty: 5367.848633
	Iteration 5Q: 3 clusters Score -9347730 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -9348188.000000 Penalty: 5367.848633
	Iteration 6Q: 3 clusters Score -9348188 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -9348716.000000 Penalty: 5367.848633
	Iteration 7Q: 3 clusters Score -9348716 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -9349391.000000 Penalty: 5367.848633
	Iteration 8Q: 3 clusters Score -9349391 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -9350147.000000 Penalty: 5367.848633
	Iteration 9Q: 3 clusters Score -9350147 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -9351171.000000 Penalty: 5367.848633
	Iteration 10Q: 3 clusters Score -9351171 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -9352490.000000 Penalty: 5367.848633
	Iteration 11Q: 3 clusters Score -9352490 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -9353820.000000 Penalty: 5367.848633
	Iteration 12Q: 3 clusters Score -9353820 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -9354990.000000 Penalty: 5367.848633
	Iteration 13Q: 3 clusters Score -9354990 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -9355927.000000 Penalty: 5367.848633
	Iteration 14Q: 3 clusters Score -9355927 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -9356595.000000 Penalty: 5367.848633
	Iteration 15Q: 3 clusters Score -9356595 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -9357051.000000 Penalty: 5367.848633
	Iteration 16Q: 3 clusters Score -9357051 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -9357356.000000 Penalty: 5367.848633
	Iteration 17Q: 3 clusters Score -9357356 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -9357641.000000 Penalty: 5367.848633
	Iteration 18Q: 3 clusters Score -9357641 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -9357936.000000 Penalty: 5367.848633
	Iteration 19Q: 3 clusters Score -9357936 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -9358223.000000 Penalty: 5367.848633
	Iteration 20F: 3 clusters Score -9358223 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -9358532.000000 Penalty: 5367.848633
	Iteration 21Q: 3 clusters Score -9358532 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -9358883.000000 Penalty: 5367.848633
	Iteration 22Q: 3 clusters Score -9358883 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -9359122.000000 Penalty: 5367.848633
	Iteration 23Q: 3 clusters Score -9359122 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -9359354.000000 Penalty: 5367.848633
	Iteration 24Q: 3 clusters Score -9359354 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -9359560.000000 Penalty: 5367.848633
	Iteration 25Q: 3 clusters Score -9359560 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -9359682.000000 Penalty: 5367.848633
	Iteration 26Q: 3 clusters Score -9359682 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -9359889.000000 Penalty: 5367.848633
	Iteration 27Q: 3 clusters Score -9359889 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -9360049.000000 Penalty: 5367.848633
	Iteration 28Q: 3 clusters Score -9360049 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -9360180.000000 Penalty: 5367.848633
	Iteration 29Q: 3 clusters Score -9360180 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -9360259.000000 Penalty: 5367.848633
	Iteration 30Q: 3 clusters Score -9360259 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -9360379.000000 Penalty: 5367.848633
	Iteration 31Q: 3 clusters Score -9360379 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -9360428.000000 Penalty: 5367.848633
	Iteration 32Q: 3 clusters Score -9360428 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -9360476.000000 Penalty: 5367.848633
	Iteration 33Q: 3 clusters Score -9360476 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -9360550.000000 Penalty: 5367.848633
	Iteration 34Q: 3 clusters Score -9360550 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -9360619.000000 Penalty: 5367.848633
	Iteration 35Q: 3 clusters Score -9360619 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -9360680.000000 Penalty: 5367.848633
	Iteration 36Q: 3 clusters Score -9360680 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -9360682.000000 Penalty: 5367.848633
	Iteration 37Q: 3 clusters Score -9360682 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -9360723.000000 Penalty: 5367.848633
	Iteration 38Q: 3 clusters Score -9360723 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -9360696.000000 Penalty: 5367.848633
	Iteration 39Q: 3 clusters Score -9360696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -9360715.000000 Penalty: 5367.848633
	Iteration 40F: 3 clusters Score -9360715 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -9360719.000000 Penalty: 5367.848633
	Iteration 41Q: 3 clusters Score -9360719 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -9360785.000000 Penalty: 5367.848633
	Iteration 42Q: 3 clusters Score -9360785 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -9360802.000000 Penalty: 5367.848633
	Iteration 43Q: 3 clusters Score -9360802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -9360840.000000 Penalty: 5367.848633
	Iteration 44Q: 3 clusters Score -9360840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -9360865.000000 Penalty: 5367.848633
	Iteration 45Q: 3 clusters Score -9360865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -9360880.000000 Penalty: 5367.848633
	Iteration 46Q: 3 clusters Score -9360880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -9360869.000000 Penalty: 5367.848633
	Iteration 47Q: 3 clusters Score -9360869 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -9360885.000000 Penalty: 5367.848633
	Iteration 48Q: 3 clusters Score -9360885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -9360921.000000 Penalty: 5367.848633
	Iteration 49Q: 3 clusters Score -9360921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -9360940.000000 Penalty: 5367.848633
	Iteration 50Q: 3 clusters Score -9360940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -9360944.000000 Penalty: 5367.848633
	Iteration 51Q: 3 clusters Score -9360944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -9360945.000000 Penalty: 5367.848633
	Iteration 52Q: 3 clusters Score -9360945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -9360935.000000 Penalty: 5367.848633
	Iteration 53Q: 3 clusters Score -9360935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -9360953.000000 Penalty: 5367.848633
	Iteration 54Q: 3 clusters Score -9360953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -9360966.000000 Penalty: 5367.848633
	Iteration 55Q: 3 clusters Score -9360966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -9360983.000000 Penalty: 5367.848633
	Iteration 56Q: 3 clusters Score -9360983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -9361002.000000 Penalty: 5367.848633
	Iteration 57Q: 3 clusters Score -9361002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -9361009.000000 Penalty: 5367.848633
	Iteration 58Q: 3 clusters Score -9361009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -9361007.000000 Penalty: 5367.848633
	Iteration 59Q: 3 clusters Score -9361007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -9360998.000000 Penalty: 5367.848633
	Iteration 60F: 3 clusters Score -9360998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -9361000.000000 Penalty: 5367.848633
	Iteration 61Q: 3 clusters Score -9361000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -9361023.000000 Penalty: 5367.848633
	Iteration 62Q: 3 clusters Score -9361023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -9361041.000000 Penalty: 5367.848633
	Iteration 63Q: 3 clusters Score -9361041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -9361075.000000 Penalty: 5367.848633
	Iteration 64Q: 3 clusters Score -9361075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -9361090.000000 Penalty: 5367.848633
	Iteration 65Q: 3 clusters Score -9361090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -9361104.000000 Penalty: 5367.848633
	Iteration 66Q: 3 clusters Score -9361104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -9361106.000000 Penalty: 5367.848633
	Iteration 67Q: 3 clusters Score -9361106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -9361117.000000 Penalty: 5367.848633
	Iteration 68Q: 3 clusters Score -9361117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -9361126.000000 Penalty: 5367.848633
	Iteration 69Q: 3 clusters Score -9361126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -9361126.000000 Penalty: 5367.848633
	Iteration 70Q: 3 clusters Score -9361126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -9361113.000000 Penalty: 5367.848633
	Iteration 71Q: 3 clusters Score -9361113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -9361113.000000 Penalty: 5367.848633
	Iteration 72Q: 3 clusters Score -9361113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -9361119.000000 Penalty: 5367.848633
	Iteration 73Q: 3 clusters Score -9361119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -9361122.000000 Penalty: 5367.848633
	Iteration 74Q: 3 clusters Score -9361122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -9361125.000000 Penalty: 5367.848633
	Iteration 75Q: 3 clusters Score -9361125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -9361127.000000 Penalty: 5367.848633
	Iteration 76Q: 3 clusters Score -9361127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -9361122.000000 Penalty: 5367.848633
	Iteration 77Q: 3 clusters Score -9361122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -9361102.000000 Penalty: 5367.848633
	Iteration 78Q: 3 clusters Score -9361102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -9361100.000000 Penalty: 5367.848633
	Iteration 79Q: 3 clusters Score -9361100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -9361109.000000 Penalty: 5367.848633
	Iteration 80F: 3 clusters Score -9361109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 41205 members 
Mstep: Class 4 contains 29357 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 15425 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34899 members 
Mstep: Class 11 contains 18841 members 
Mstep: Class 12 contains 40170 members 
Mstep: Class 13 contains 21015 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28450 members 
Mstep: Class 16 contains 44965 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 43306 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 14892 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 54342 members 
Mstep: Class 24 contains 58944 members 
Mstep: Class 25 contains 19266 members 
Mstep: Class 26 contains 36617 members 
Mstep: Class 27 contains 50125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106714536.000000 Penalty: 92210.640625
Iteration 439Q: 29 clusters Score -1.067145e+08 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 41228 members 
Mstep: Class 4 contains 29341 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34889 members 
Mstep: Class 11 contains 18850 members 
Mstep: Class 12 contains 40252 members 
Mstep: Class 13 contains 20932 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28458 members 
Mstep: Class 16 contains 44997 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 44449 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 14635 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 54924 members 
Mstep: Class 24 contains 58573 members 
Mstep: Class 25 contains 19407 members 
Mstep: Class 26 contains 37131 members 
Mstep: Class 27 contains 48863 members 
Mstep: Class 28 contains 10548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717656.000000 Penalty: 92210.640625
Iteration 440F: 29 clusters Score -1.067177e+08 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 41117 members 
Mstep: Class 4 contains 29320 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 14988 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34783 members 
Mstep: Class 11 contains 18832 members 
Mstep: Class 12 contains 40329 members 
Mstep: Class 13 contains 20856 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28334 members 
Mstep: Class 16 contains 44962 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 14198 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 55475 members 
Mstep: Class 24 contains 58759 members 
Mstep: Class 25 contains 19579 members 
Mstep: Class 26 contains 37702 members 
Mstep: Class 27 contains 48010 members 
Mstep: Class 28 contains 11253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718448.000000 Penalty: 92210.640625
Iteration 441Q: 29 clusters Score -1.067184e+08 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 41001 members 
Mstep: Class 4 contains 29311 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 14793 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 4042 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34690 members 
Mstep: Class 11 contains 18801 members 
Mstep: Class 12 contains 40414 members 
Mstep: Class 13 contains 20801 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28265 members 
Mstep: Class 16 contains 44917 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 21 contains 13809 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 55872 members 
Mstep: Class 24 contains 58615 members 
Mstep: Class 25 contains 19802 members 
Mstep: Class 26 contains 38263 members 
Mstep: Class 27 contains 47331 members 
Mstep: Class 28 contains 11793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718952.000000 Penalty: 92210.640625
Iteration 442Q: 29 clusters Score -1.06719e+08 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 40833 members 
Mstep: Class 4 contains 29290 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 14599 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 4046 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34599 members 
Mstep: Class 11 contains 18773 members 
Mstep: Class 12 contains 40485 members 
Mstep: Class 13 contains 20745 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28189 members 
Mstep: Class 16 contains 44866 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 44932 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 13438 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 56226 members 
Mstep: Class 24 contains 58053 members 
Mstep: Class 25 contains 20029 members 
Mstep: Class 26 contains 38696 members 
Mstep: Class 27 contains 46748 members 
Mstep: Class 28 contains 12429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106719696.000000 Penalty: 92210.640625
Iteration 443Q: 29 clusters Score -1.067197e+08 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 40659 members 
Mstep: Class 4 contains 29275 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 14467 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 4045 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34515 members 
Mstep: Class 11 contains 18763 members 
Mstep: Class 12 contains 40554 members 
Mstep: Class 13 contains 20711 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28111 members 
Mstep: Class 16 contains 44814 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 45385 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 13077 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 56436 members 
Mstep: Class 24 contains 57334 members 
Mstep: Class 25 contains 20323 members 
Mstep: Class 26 contains 39087 members 
Mstep: Class 27 contains 46502 members 
Mstep: Class 28 contains 12956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106720432.000000 Penalty: 92210.640625
Iteration 444Q: 29 clusters Score -1.067204e+08 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 40521 members 
Mstep: Class 4 contains 29282 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 14309 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34429 members 
Mstep: Class 11 contains 18721 members 
Mstep: Class 12 contains 40637 members 
Mstep: Class 13 contains 20659 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28029 members 
Mstep: Class 16 contains 44808 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 45744 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3323 members 
Mstep: Class 21 contains 12769 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 56554 members 
Mstep: Class 24 contains 56619 members 
Mstep: Class 25 contains 20585 members 
Mstep: Class 26 contains 39544 members 
Mstep: Class 27 contains 46399 members 
Mstep: Class 28 contains 13390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106720840.000000 Penalty: 92210.640625
Iteration 445Q: 29 clusters Score -1.067208e+08 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 40389 members 
Mstep: Class 4 contains 29290 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 14186 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 648 members 
Mstep: Class 10 contains 34315 members 
Mstep: Class 11 contains 18706 members 
Mstep: Class 12 contains 40752 members 
Mstep: Class 13 contains 20606 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27939 members 
Mstep: Class 16 contains 44792 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 45936 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 12523 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 56509 members 
Mstep: Class 24 contains 55955 members 
Mstep: Class 25 contains 20829 members 
Mstep: Class 26 contains 40055 members 
Mstep: Class 27 contains 46578 members 
Mstep: Class 28 contains 13661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106721056.000000 Penalty: 92210.640625
Iteration 446Q: 29 clusters Score -1.067211e+08 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 40249 members 
Mstep: Class 4 contains 29279 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 14093 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34229 members 
Mstep: Class 11 contains 18689 members 
Mstep: Class 12 contains 40868 members 
Mstep: Class 13 contains 20522 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27829 members 
Mstep: Class 16 contains 44774 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 46121 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3345 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 56382 members 
Mstep: Class 24 contains 55326 members 
Mstep: Class 25 contains 21086 members 
Mstep: Class 26 contains 40578 members 
Mstep: Class 27 contains 46854 members 
Mstep: Class 28 contains 13914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106721296.000000 Penalty: 92210.640625
Iteration 447Q: 29 clusters Score -1.067213e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 40121 members 
Mstep: Class 4 contains 29277 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13986 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34146 members 
Mstep: Class 11 contains 18670 members 
Mstep: Class 12 contains 40956 members 
Mstep: Class 13 contains 20460 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27724 members 
Mstep: Class 16 contains 44755 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 46330 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3355 members 
Mstep: Class 21 contains 12022 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 56230 members 
Mstep: Class 24 contains 54811 members 
Mstep: Class 25 contains 21327 members 
Mstep: Class 26 contains 41076 members 
Mstep: Class 27 contains 47032 members 
Mstep: Class 28 contains 14140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106721816.000000 Penalty: 92210.640625
Iteration 448Q: 29 clusters Score -1.067218e+08 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 39993 members 
Mstep: Class 4 contains 29286 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13895 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 4006 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 34060 members 
Mstep: Class 11 contains 18640 members 
Mstep: Class 12 contains 41072 members 
Mstep: Class 13 contains 20373 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27649 members 
Mstep: Class 16 contains 44737 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 46518 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 56128 members 
Mstep: Class 24 contains 54340 members 
Mstep: Class 25 contains 21529 members 
Mstep: Class 26 contains 41569 members 
Mstep: Class 27 contains 47196 members 
Mstep: Class 28 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722240.000000 Penalty: 92210.640625
Iteration 449Q: 29 clusters Score -1.067222e+08 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 39898 members 
Mstep: Class 4 contains 29282 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13815 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 4003 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33980 members 
Mstep: Class 11 contains 18610 members 
Mstep: Class 12 contains 41199 members 
Mstep: Class 13 contains 20277 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27596 members 
Mstep: Class 16 contains 44720 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 46623 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 11569 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 55921 members 
Mstep: Class 24 contains 53944 members 
Mstep: Class 25 contains 21754 members 
Mstep: Class 26 contains 42038 members 
Mstep: Class 27 contains 47466 members 
Mstep: Class 28 contains 14446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722928.000000 Penalty: 92210.640625
Iteration 450Q: 29 clusters Score -1.067229e+08 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 39827 members 
Mstep: Class 4 contains 29274 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13760 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 4000 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33901 members 
Mstep: Class 11 contains 18574 members 
Mstep: Class 12 contains 41346 members 
Mstep: Class 13 contains 20136 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27556 members 
Mstep: Class 16 contains 44690 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 46701 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 11436 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 55756 members 
Mstep: Class 24 contains 53597 members 
Mstep: Class 25 contains 21906 members 
Mstep: Class 26 contains 42386 members 
Mstep: Class 27 contains 47724 members 
Mstep: Class 28 contains 14575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722968.000000 Penalty: 92210.640625
Iteration 451Q: 29 clusters Score -1.06723e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 39757 members 
Mstep: Class 4 contains 29278 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13717 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33819 members 
Mstep: Class 11 contains 18522 members 
Mstep: Class 12 contains 41446 members 
Mstep: Class 13 contains 20045 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27554 members 
Mstep: Class 16 contains 44653 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46826 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 11345 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 55511 members 
Mstep: Class 24 contains 53348 members 
Mstep: Class 25 contains 22048 members 
Mstep: Class 26 contains 42651 members 
Mstep: Class 27 contains 47996 members 
Mstep: Class 28 contains 14645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723520.000000 Penalty: 92210.640625
Iteration 452Q: 29 clusters Score -1.067235e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 39696 members 
Mstep: Class 4 contains 29275 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13698 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33746 members 
Mstep: Class 11 contains 18460 members 
Mstep: Class 12 contains 41545 members 
Mstep: Class 13 contains 19961 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27575 members 
Mstep: Class 16 contains 44639 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46851 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 11266 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 55265 members 
Mstep: Class 24 contains 53246 members 
Mstep: Class 25 contains 22192 members 
Mstep: Class 26 contains 42912 members 
Mstep: Class 27 contains 48156 members 
Mstep: Class 28 contains 14699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723600.000000 Penalty: 92210.640625
Iteration 453Q: 29 clusters Score -1.067236e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 39658 members 
Mstep: Class 4 contains 29261 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13689 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33680 members 
Mstep: Class 11 contains 18431 members 
Mstep: Class 12 contains 41641 members 
Mstep: Class 13 contains 19859 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27615 members 
Mstep: Class 16 contains 44629 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46795 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 11228 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 55032 members 
Mstep: Class 24 contains 53159 members 
Mstep: Class 25 contains 22325 members 
Mstep: Class 26 contains 43107 members 
Mstep: Class 27 contains 48327 members 
Mstep: Class 28 contains 14775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723712.000000 Penalty: 92210.640625
Iteration 454Q: 29 clusters Score -1.067237e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 39593 members 
Mstep: Class 4 contains 29250 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13674 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33609 members 
Mstep: Class 11 contains 18403 members 
Mstep: Class 12 contains 41745 members 
Mstep: Class 13 contains 19768 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27667 members 
Mstep: Class 16 contains 44632 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46792 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 11199 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 54800 members 
Mstep: Class 24 contains 53152 members 
Mstep: Class 25 contains 22438 members 
Mstep: Class 26 contains 43317 members 
Mstep: Class 27 contains 48391 members 
Mstep: Class 28 contains 14801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723872.000000 Penalty: 92210.640625
Iteration 455Q: 29 clusters Score -1.067239e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 39541 members 
Mstep: Class 4 contains 29249 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13669 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33546 members 
Mstep: Class 11 contains 18376 members 
Mstep: Class 12 contains 41838 members 
Mstep: Class 13 contains 19692 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27720 members 
Mstep: Class 16 contains 44609 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46799 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 11187 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 54598 members 
Mstep: Class 24 contains 53122 members 
Mstep: Class 25 contains 22551 members 
Mstep: Class 26 contains 43501 members 
Mstep: Class 27 contains 48408 members 
Mstep: Class 28 contains 14845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724120.000000 Penalty: 92210.640625
Iteration 456Q: 29 clusters Score -1.067241e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39509 members 
Mstep: Class 4 contains 29244 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13683 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33494 members 
Mstep: Class 11 contains 18369 members 
Mstep: Class 12 contains 41927 members 
Mstep: Class 13 contains 19623 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27758 members 
Mstep: Class 16 contains 44574 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46829 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3359 members 
Mstep: Class 21 contains 11184 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 54431 members 
Mstep: Class 24 contains 53111 members 
Mstep: Class 25 contains 22665 members 
Mstep: Class 26 contains 43571 members 
Mstep: Class 27 contains 48390 members 
Mstep: Class 28 contains 14913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724024.000000 Penalty: 92210.640625
Iteration 457Q: 29 clusters Score -1.06724e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39497 members 
Mstep: Class 4 contains 29243 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13687 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33429 members 
Mstep: Class 11 contains 18356 members 
Mstep: Class 12 contains 42015 members 
Mstep: Class 13 contains 19560 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27815 members 
Mstep: Class 16 contains 44558 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46856 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 11190 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 54239 members 
Mstep: Class 24 contains 53041 members 
Mstep: Class 25 contains 22805 members 
Mstep: Class 26 contains 43681 members 
Mstep: Class 27 contains 48398 members 
Mstep: Class 28 contains 14928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723904.000000 Penalty: 92210.640625
Iteration 458Q: 29 clusters Score -1.067239e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 39472 members 
Mstep: Class 4 contains 29244 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13690 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33378 members 
Mstep: Class 11 contains 18323 members 
Mstep: Class 12 contains 42105 members 
Mstep: Class 13 contains 19510 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27861 members 
Mstep: Class 16 contains 44551 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46867 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 11198 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 54040 members 
Mstep: Class 24 contains 52930 members 
Mstep: Class 25 contains 22949 members 
Mstep: Class 26 contains 43800 members 
Mstep: Class 27 contains 48435 members 
Mstep: Class 28 contains 14958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723880.000000 Penalty: 92210.640625
Iteration 459Q: 29 clusters Score -1.067239e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 39457 members 
Mstep: Class 4 contains 29241 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13704 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33318 members 
Mstep: Class 11 contains 18298 members 
Mstep: Class 12 contains 42198 members 
Mstep: Class 13 contains 19462 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27909 members 
Mstep: Class 16 contains 44538 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46879 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 21 contains 11203 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 53833 members 
Mstep: Class 24 contains 52823 members 
Mstep: Class 25 contains 23074 members 
Mstep: Class 26 contains 43934 members 
Mstep: Class 27 contains 48479 members 
Mstep: Class 28 contains 14982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724192.000000 Penalty: 92210.640625
Iteration 460F: 29 clusters Score -1.067242e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 39432 members 
Mstep: Class 4 contains 29236 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13715 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33263 members 
Mstep: Class 11 contains 18269 members 
Mstep: Class 12 contains 42301 members 
Mstep: Class 13 contains 19430 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27936 members 
Mstep: Class 16 contains 44523 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46866 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3339 members 
Mstep: Class 21 contains 11213 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 53544 members 
Mstep: Class 24 contains 52698 members 
Mstep: Class 25 contains 23277 members 
Mstep: Class 26 contains 44076 members 
Mstep: Class 27 contains 48557 members 
Mstep: Class 28 contains 15020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724608.000000 Penalty: 92210.640625
Iteration 461Q: 29 clusters Score -1.067246e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39410 members 
Mstep: Class 4 contains 29233 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13708 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33205 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 42422 members 
Mstep: Class 13 contains 19344 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 27982 members 
Mstep: Class 16 contains 44519 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46808 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3331 members 
Mstep: Class 21 contains 11252 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 53357 members 
Mstep: Class 24 contains 52600 members 
Mstep: Class 25 contains 23463 members 
Mstep: Class 26 contains 44177 members 
Mstep: Class 27 contains 48575 members 
Mstep: Class 28 contains 15071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724904.000000 Penalty: 92210.640625
Iteration 462Q: 29 clusters Score -1.067249e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39386 members 
Mstep: Class 4 contains 29236 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13700 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33156 members 
Mstep: Class 11 contains 18247 members 
Mstep: Class 12 contains 42534 members 
Mstep: Class 13 contains 19274 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28030 members 
Mstep: Class 16 contains 44494 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46770 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3325 members 
Mstep: Class 21 contains 11278 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 53170 members 
Mstep: Class 24 contains 52534 members 
Mstep: Class 25 contains 23642 members 
Mstep: Class 26 contains 44278 members 
Mstep: Class 27 contains 48582 members 
Mstep: Class 28 contains 15104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725016.000000 Penalty: 92210.640625
Iteration 463Q: 29 clusters Score -1.06725e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39349 members 
Mstep: Class 4 contains 29229 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13698 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33083 members 
Mstep: Class 11 contains 18220 members 
Mstep: Class 12 contains 42646 members 
Mstep: Class 13 contains 19219 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28105 members 
Mstep: Class 16 contains 44488 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46765 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3315 members 
Mstep: Class 21 contains 11315 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 52965 members 
Mstep: Class 24 contains 52474 members 
Mstep: Class 25 contains 23811 members 
Mstep: Class 26 contains 44347 members 
Mstep: Class 27 contains 48560 members 
Mstep: Class 28 contains 15163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725104.000000 Penalty: 92210.640625
Iteration 464Q: 29 clusters Score -1.067251e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39328 members 
Mstep: Class 4 contains 29226 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13689 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 33012 members 
Mstep: Class 11 contains 18201 members 
Mstep: Class 12 contains 42785 members 
Mstep: Class 13 contains 19154 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28189 members 
Mstep: Class 16 contains 44467 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46776 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 11350 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 52828 members 
Mstep: Class 24 contains 52426 members 
Mstep: Class 25 contains 23892 members 
Mstep: Class 26 contains 44435 members 
Mstep: Class 27 contains 48511 members 
Mstep: Class 28 contains 15203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725040.000000 Penalty: 92210.640625
Iteration 465Q: 29 clusters Score -1.06725e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39297 members 
Mstep: Class 4 contains 29228 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13678 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32939 members 
Mstep: Class 11 contains 18176 members 
Mstep: Class 12 contains 42929 members 
Mstep: Class 13 contains 19083 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28284 members 
Mstep: Class 16 contains 44451 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46864 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3294 members 
Mstep: Class 21 contains 11393 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 52709 members 
Mstep: Class 24 contains 52360 members 
Mstep: Class 25 contains 23919 members 
Mstep: Class 26 contains 44538 members 
Mstep: Class 27 contains 48458 members 
Mstep: Class 28 contains 15199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725152.000000 Penalty: 92210.640625
Iteration 466Q: 29 clusters Score -1.067252e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39267 members 
Mstep: Class 4 contains 29229 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13654 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32863 members 
Mstep: Class 11 contains 18159 members 
Mstep: Class 12 contains 43076 members 
Mstep: Class 13 contains 19017 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28379 members 
Mstep: Class 16 contains 44444 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46950 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 11409 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 52610 members 
Mstep: Class 24 contains 52319 members 
Mstep: Class 25 contains 23936 members 
Mstep: Class 26 contains 44634 members 
Mstep: Class 27 contains 48399 members 
Mstep: Class 28 contains 15184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725296.000000 Penalty: 92210.640625
Iteration 467Q: 29 clusters Score -1.067253e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39228 members 
Mstep: Class 4 contains 29231 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13633 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32795 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 43246 members 
Mstep: Class 13 contains 18933 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28456 members 
Mstep: Class 16 contains 44440 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 46964 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3298 members 
Mstep: Class 21 contains 11426 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 52509 members 
Mstep: Class 24 contains 52303 members 
Mstep: Class 25 contains 23927 members 
Mstep: Class 26 contains 44692 members 
Mstep: Class 27 contains 48388 members 
Mstep: Class 28 contains 15223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725472.000000 Penalty: 92210.640625
Iteration 468Q: 29 clusters Score -1.067255e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39185 members 
Mstep: Class 4 contains 29239 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13608 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32718 members 
Mstep: Class 11 contains 18107 members 
Mstep: Class 12 contains 43400 members 
Mstep: Class 13 contains 18874 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28530 members 
Mstep: Class 16 contains 44431 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 47040 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3301 members 
Mstep: Class 21 contains 11425 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 52440 members 
Mstep: Class 24 contains 52254 members 
Mstep: Class 25 contains 23901 members 
Mstep: Class 26 contains 44815 members 
Mstep: Class 27 contains 48351 members 
Mstep: Class 28 contains 15236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725432.000000 Penalty: 92210.640625
Iteration 469Q: 29 clusters Score -1.067254e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39147 members 
Mstep: Class 4 contains 29243 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13560 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32654 members 
Mstep: Class 11 contains 18064 members 
Mstep: Class 12 contains 43573 members 
Mstep: Class 13 contains 18790 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28601 members 
Mstep: Class 16 contains 44431 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 47117 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3298 members 
Mstep: Class 21 contains 11424 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 52368 members 
Mstep: Class 24 contains 52138 members 
Mstep: Class 25 contains 23890 members 
Mstep: Class 26 contains 44940 members 
Mstep: Class 27 contains 48366 members 
Mstep: Class 28 contains 15273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725528.000000 Penalty: 92210.640625
Iteration 470Q: 29 clusters Score -1.067255e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39113 members 
Mstep: Class 4 contains 29243 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13525 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32593 members 
Mstep: Class 11 contains 18031 members 
Mstep: Class 12 contains 43714 members 
Mstep: Class 13 contains 18741 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28645 members 
Mstep: Class 16 contains 44419 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 47224 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3296 members 
Mstep: Class 21 contains 11425 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 52254 members 
Mstep: Class 24 contains 52043 members 
Mstep: Class 25 contains 23883 members 
Mstep: Class 26 contains 45070 members 
Mstep: Class 27 contains 48368 members 
Mstep: Class 28 contains 15297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725456.000000 Penalty: 92210.640625
Iteration 471Q: 29 clusters Score -1.067255e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39103 members 
Mstep: Class 4 contains 29241 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13495 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32545 members 
Mstep: Class 11 contains 17989 members 
Mstep: Class 12 contains 43836 members 
Mstep: Class 13 contains 18715 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28699 members 
Mstep: Class 16 contains 44420 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 47389 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3297 members 
Mstep: Class 21 contains 11423 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 52130 members 
Mstep: Class 24 contains 51938 members 
Mstep: Class 25 contains 23851 members 
Mstep: Class 26 contains 45150 members 
Mstep: Class 27 contains 48381 members 
Mstep: Class 28 contains 15288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725600.000000 Penalty: 92210.640625
Iteration 472Q: 29 clusters Score -1.067256e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39086 members 
Mstep: Class 4 contains 29242 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13470 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32504 members 
Mstep: Class 11 contains 17958 members 
Mstep: Class 12 contains 43963 members 
Mstep: Class 13 contains 18669 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28737 members 
Mstep: Class 16 contains 44442 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 47528 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 21 contains 11445 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51973 members 
Mstep: Class 24 contains 51871 members 
Mstep: Class 25 contains 23809 members 
Mstep: Class 26 contains 45227 members 
Mstep: Class 27 contains 48403 members 
Mstep: Class 28 contains 15270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725432.000000 Penalty: 92210.640625
Iteration 473Q: 29 clusters Score -1.067254e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39068 members 
Mstep: Class 4 contains 29253 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13443 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32458 members 
Mstep: Class 11 contains 17919 members 
Mstep: Class 12 contains 44061 members 
Mstep: Class 13 contains 18640 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28763 members 
Mstep: Class 16 contains 44439 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 47655 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 11455 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51798 members 
Mstep: Class 24 contains 51790 members 
Mstep: Class 25 contains 23764 members 
Mstep: Class 26 contains 45314 members 
Mstep: Class 27 contains 48513 members 
Mstep: Class 28 contains 15268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106725176.000000 Penalty: 92210.640625
Iteration 474Q: 29 clusters Score -1.067252e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39041 members 
Mstep: Class 4 contains 29260 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13405 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32422 members 
Mstep: Class 11 contains 17853 members 
Mstep: Class 12 contains 44146 members 
Mstep: Class 13 contains 18625 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28791 members 
Mstep: Class 16 contains 44450 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 47762 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 11460 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51628 members 
Mstep: Class 24 contains 51780 members 
Mstep: Class 25 contains 23723 members 
Mstep: Class 26 contains 45416 members 
Mstep: Class 27 contains 48585 members 
Mstep: Class 28 contains 15257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724816.000000 Penalty: 92210.640625
Iteration 475Q: 29 clusters Score -1.067248e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39021 members 
Mstep: Class 4 contains 29260 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13364 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3905 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32367 members 
Mstep: Class 11 contains 17817 members 
Mstep: Class 12 contains 44217 members 
Mstep: Class 13 contains 18603 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28817 members 
Mstep: Class 16 contains 44447 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47781 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 11450 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51451 members 
Mstep: Class 24 contains 51821 members 
Mstep: Class 25 contains 23681 members 
Mstep: Class 26 contains 45515 members 
Mstep: Class 27 contains 48683 members 
Mstep: Class 28 contains 15307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724800.000000 Penalty: 92210.640625
Iteration 476Q: 29 clusters Score -1.067248e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39000 members 
Mstep: Class 4 contains 29260 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13309 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32315 members 
Mstep: Class 11 contains 17792 members 
Mstep: Class 12 contains 44283 members 
Mstep: Class 13 contains 18615 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28857 members 
Mstep: Class 16 contains 44450 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47886 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3323 members 
Mstep: Class 21 contains 11424 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51287 members 
Mstep: Class 24 contains 51876 members 
Mstep: Class 25 contains 23593 members 
Mstep: Class 26 contains 45617 members 
Mstep: Class 27 contains 48723 members 
Mstep: Class 28 contains 15318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724888.000000 Penalty: 92210.640625
Iteration 477Q: 29 clusters Score -1.067249e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 38997 members 
Mstep: Class 4 contains 29266 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13255 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32281 members 
Mstep: Class 11 contains 17770 members 
Mstep: Class 12 contains 44327 members 
Mstep: Class 13 contains 18639 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 44433 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47916 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3329 members 
Mstep: Class 21 contains 11411 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 51081 members 
Mstep: Class 24 contains 52015 members 
Mstep: Class 25 contains 23515 members 
Mstep: Class 26 contains 45709 members 
Mstep: Class 27 contains 48775 members 
Mstep: Class 28 contains 15324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724800.000000 Penalty: 92210.640625
Iteration 478Q: 29 clusters Score -1.067248e+08 nChanged 1278
Entering ConstructFrom: 
Score: -106724800.000000 Penalty: 92210.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -1189105.125000 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -1189105 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 3271 members 
Entering Unmasked Estep 
Score: -1183738.000000 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -1183738 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1185043.375000 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -1185043 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1185275.875000 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -1185276 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1185443.375000 Penalty: 4348.981445
	Iteration 3Q: 3 clusters Score -1185443 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1185612.375000 Penalty: 4348.981445
	Iteration 4Q: 3 clusters Score -1185612 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1185774.750000 Penalty: 4348.981445
	Iteration 5Q: 3 clusters Score -1185775 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1185929.750000 Penalty: 4348.981445
	Iteration 6Q: 3 clusters Score -1185930 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1186076.000000 Penalty: 4348.981445
	Iteration 7Q: 3 clusters Score -1186076 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1186222.875000 Penalty: 4348.981445
	Iteration 8Q: 3 clusters Score -1186223 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1186375.625000 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -1186376 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1186538.875000 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -1186539 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1186699.000000 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -1186699 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1186826.875000 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -1186827 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1186965.750000 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -1186966 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1187070.000000 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -1187070 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1187149.500000 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -1187150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1187210.875000 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -1187211 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1187256.250000 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -1187256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1187287.250000 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -1187287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1187317.875000 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -1187318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1187355.000000 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -1187355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1187380.125000 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -1187380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1187395.500000 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -1187396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1187404.750000 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -1187405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1187409.750000 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -1187410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1187415.125000 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -1187415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1187420.375000 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -1187420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1187430.500000 Penalty: 4348.981445
	Iteration 27Q: 3 clusters Score -1187430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1187436.250000 Penalty: 4348.981445
	Iteration 28Q: 3 clusters Score -1187436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1187439.125000 Penalty: 4348.981445
	Iteration 29Q: 3 clusters Score -1187439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1187443.125000 Penalty: 4348.981445
	Iteration 30Q: 3 clusters Score -1187443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1187447.750000 Penalty: 4348.981445
	Iteration 31Q: 3 clusters Score -1187448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1187452.000000 Penalty: 4348.981445
	Iteration 32Q: 3 clusters Score -1187452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1187453.875000 Penalty: 4348.981445
	Iteration 33Q: 3 clusters Score -1187454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1187455.375000 Penalty: 4348.981445
	Iteration 34Q: 3 clusters Score -1187455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1187458.375000 Penalty: 4348.981445
	Iteration 35Q: 3 clusters Score -1187458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1187465.875000 Penalty: 4348.981445
	Iteration 36Q: 3 clusters Score -1187466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1187471.000000 Penalty: 4348.981445
	Iteration 37Q: 3 clusters Score -1187471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1187475.250000 Penalty: 4348.981445
	Iteration 38Q: 3 clusters Score -1187475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1187476.875000 Penalty: 4348.981445
	Iteration 39Q: 3 clusters Score -1187477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1187477.500000 Penalty: 4348.981445
	Iteration 40F: 3 clusters Score -1187478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1187478.750000 Penalty: 4348.981445
	Iteration 41Q: 3 clusters Score -1187479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1187481.250000 Penalty: 4348.981445
	Iteration 42Q: 3 clusters Score -1187481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1187483.125000 Penalty: 4348.981445
	Iteration 43Q: 3 clusters Score -1187483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1187484.875000 Penalty: 4348.981445
	Iteration 44Q: 3 clusters Score -1187485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1187486.250000 Penalty: 4348.981445
	Iteration 45Q: 3 clusters Score -1187486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1187485.375000 Penalty: 4348.981445
	Iteration 46Q: 3 clusters Score -1187485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1187485.375000 Penalty: 4348.981445
	Iteration 47Q: 3 clusters Score -1187485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1187485.375000 Penalty: 4348.981445
	Iteration 48F: 3 clusters Score -1187485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -194538.859375 Penalty: 1736.534668
	Iteration 0F: 2 clusters Score -194538.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -192563.187500 Penalty: 3473.069336
	Iteration 0F: 3 clusters Score -192563.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -192859.468750 Penalty: 3473.069336
	Iteration 1F: 3 clusters Score -192859.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -192946.609375 Penalty: 3473.069336
	Iteration 2F: 3 clusters Score -192946.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -192972.234375 Penalty: 3473.069336
	Iteration 3Q: 3 clusters Score -192972.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -192986.968750 Penalty: 3473.069336
	Iteration 4Q: 3 clusters Score -192987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -193011.562500 Penalty: 3473.069336
	Iteration 5Q: 3 clusters Score -193011.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -193034.765625 Penalty: 3473.069336
	Iteration 6Q: 3 clusters Score -193034.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -193056.593750 Penalty: 3473.069336
	Iteration 7Q: 3 clusters Score -193056.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -193076.203125 Penalty: 3473.069336
	Iteration 8Q: 3 clusters Score -193076.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -193088.328125 Penalty: 3473.069336
	Iteration 9Q: 3 clusters Score -193088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -193105.015625 Penalty: 3473.069336
	Iteration 10Q: 3 clusters Score -193105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -193110.812500 Penalty: 3473.069336
	Iteration 11Q: 3 clusters Score -193110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -193117.421875 Penalty: 3473.069336
	Iteration 12Q: 3 clusters Score -193117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -193123.937500 Penalty: 3473.069336
	Iteration 13Q: 3 clusters Score -193123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -193126.500000 Penalty: 3473.069336
	Iteration 14Q: 3 clusters Score -193126.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -193126.500000 Penalty: 3473.069336
	Iteration 15F: 3 clusters Score -193126.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Entering Unmasked Estep 
Score: -7240929.500000 Penalty: 2621.762939
	Iteration 0F: 2 clusters Score -7240930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -7214337.000000 Penalty: 5243.525879
	Iteration 0F: 3 clusters Score -7214337 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -7224172.000000 Penalty: 5243.525879
	Iteration 1F: 3 clusters Score -7224172 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -7224730.500000 Penalty: 5243.525879
	Iteration 2Q: 3 clusters Score -7224730 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -7225291.500000 Penalty: 5243.525879
	Iteration 3Q: 3 clusters Score -7225292 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -7225898.500000 Penalty: 5243.525879
	Iteration 4Q: 3 clusters Score -7225898 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -7226772.000000 Penalty: 5243.525879
	Iteration 5Q: 3 clusters Score -7226772 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -7227890.500000 Penalty: 5243.525879
	Iteration 6F: 3 clusters Score -7227890 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -7229457.500000 Penalty: 5243.525879
	Iteration 7F: 3 clusters Score -7229458 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -7231364.500000 Penalty: 5243.525879
	Iteration 8F: 3 clusters Score -7231364 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -7233397.000000 Penalty: 5243.525879
	Iteration 9F: 3 clusters Score -7233397 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -7235236.500000 Penalty: 5243.525879
	Iteration 10F: 3 clusters Score -7235236 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -7236713.500000 Penalty: 5243.525879
	Iteration 11Q: 3 clusters Score -7236714 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -7237609.500000 Penalty: 5243.525879
	Iteration 12Q: 3 clusters Score -7237610 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -7238082.500000 Penalty: 5243.525879
	Iteration 13Q: 3 clusters Score -7238082 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -7238311.500000 Penalty: 5243.525879
	Iteration 14Q: 3 clusters Score -7238312 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -7238455.000000 Penalty: 5243.525879
	Iteration 15Q: 3 clusters Score -7238455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -7238507.500000 Penalty: 5243.525879
	Iteration 16Q: 3 clusters Score -7238508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -7238543.000000 Penalty: 5243.525879
	Iteration 17Q: 3 clusters Score -7238543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -7238567.000000 Penalty: 5243.525879
	Iteration 18Q: 3 clusters Score -7238567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7238581.500000 Penalty: 5243.525879
	Iteration 19Q: 3 clusters Score -7238582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -7238599.000000 Penalty: 5243.525879
	Iteration 20F: 3 clusters Score -7238599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -7238621.500000 Penalty: 5243.525879
	Iteration 21Q: 3 clusters Score -7238622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -7238622.500000 Penalty: 5243.525879
	Iteration 22Q: 3 clusters Score -7238622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7238628.000000 Penalty: 5243.525879
	Iteration 23Q: 3 clusters Score -7238628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7238629.000000 Penalty: 5243.525879
	Iteration 24Q: 3 clusters Score -7238629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7238629.000000 Penalty: 5243.525879
	Iteration 25F: 3 clusters Score -7238629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Entering Unmasked Estep 
Score: -5273007.500000 Penalty: 2550.451660
	Iteration 0F: 2 clusters Score -5273008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -5253026.000000 Penalty: 5100.903320
	Iteration 0F: 3 clusters Score -5253026 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -5260261.500000 Penalty: 5100.903320
	Iteration 1F: 3 clusters Score -5260262 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -5260871.500000 Penalty: 5100.903320
	Iteration 2F: 3 clusters Score -5260872 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -5261460.500000 Penalty: 5100.903320
	Iteration 3Q: 3 clusters Score -5261460 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -5261965.000000 Penalty: 5100.903320
	Iteration 4Q: 3 clusters Score -5261965 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -5262602.000000 Penalty: 5100.903320
	Iteration 5Q: 3 clusters Score -5262602 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5263337.500000 Penalty: 5100.903320
	Iteration 6Q: 3 clusters Score -5263338 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -5264315.000000 Penalty: 5100.903320
	Iteration 7F: 3 clusters Score -5264315 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5265487.000000 Penalty: 5100.903320
	Iteration 8F: 3 clusters Score -5265487 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -5266769.500000 Penalty: 5100.903320
	Iteration 9F: 3 clusters Score -5266770 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -5267962.000000 Penalty: 5100.903320
	Iteration 10F: 3 clusters Score -5267962 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -5268968.000000 Penalty: 5100.903320
	Iteration 11Q: 3 clusters Score -5268968 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -5269639.000000 Penalty: 5100.903320
	Iteration 12Q: 3 clusters Score -5269639 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -5270072.000000 Penalty: 5100.903320
	Iteration 13Q: 3 clusters Score -5270072 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -5270338.500000 Penalty: 5100.903320
	Iteration 14Q: 3 clusters Score -5270338 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -5270481.500000 Penalty: 5100.903320
	Iteration 15Q: 3 clusters Score -5270482 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -5270558.500000 Penalty: 5100.903320
	Iteration 16Q: 3 clusters Score -5270558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -5270614.500000 Penalty: 5100.903320
	Iteration 17Q: 3 clusters Score -5270614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -5270663.000000 Penalty: 5100.903320
	Iteration 18Q: 3 clusters Score -5270663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -5270676.000000 Penalty: 5100.903320
	Iteration 19Q: 3 clusters Score -5270676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -5270693.000000 Penalty: 5100.903320
	Iteration 20F: 3 clusters Score -5270693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -5270712.000000 Penalty: 5100.903320
	Iteration 21Q: 3 clusters Score -5270712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -5270725.500000 Penalty: 5100.903320
	Iteration 22Q: 3 clusters Score -5270726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -5270722.500000 Penalty: 5100.903320
	Iteration 23Q: 3 clusters Score -5270722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -5270725.500000 Penalty: 5100.903320
	Iteration 24Q: 3 clusters Score -5270726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -5270727.500000 Penalty: 5100.903320
	Iteration 25Q: 3 clusters Score -5270728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5270732.500000 Penalty: 5100.903320
	Iteration 26Q: 3 clusters Score -5270732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5270741.500000 Penalty: 5100.903320
	Iteration 27Q: 3 clusters Score -5270742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -5270742.500000 Penalty: 5100.903320
	Iteration 28Q: 3 clusters Score -5270742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -5270746.000000 Penalty: 5100.903320
	Iteration 29Q: 3 clusters Score -5270746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -5270744.000000 Penalty: 5100.903320
	Iteration 30Q: 3 clusters Score -5270744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -5270744.000000 Penalty: 5100.903320
	Iteration 31F: 3 clusters Score -5270744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -204141.156250 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -204141.2 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 627 members 
Entering Unmasked Estep 
Score: -202130.375000 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -202130.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -202608.234375 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -202608.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -202793.453125 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -202793.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -202905.156250 Penalty: 3549.463623
	Iteration 3F: 3 clusters Score -202905.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -202973.015625 Penalty: 3549.463623
	Iteration 4Q: 3 clusters Score -202973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -203048.375000 Penalty: 3549.463623
	Iteration 5Q: 3 clusters Score -203048.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -203096.671875 Penalty: 3549.463623
	Iteration 6Q: 3 clusters Score -203096.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -203130.125000 Penalty: 3549.463623
	Iteration 7Q: 3 clusters Score -203130.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -203163.234375 Penalty: 3549.463623
	Iteration 8Q: 3 clusters Score -203163.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -203200.375000 Penalty: 3549.463623
	Iteration 9Q: 3 clusters Score -203200.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -203224.750000 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -203224.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -203250.046875 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -203250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -203280.109375 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -203280.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -203300.343750 Penalty: 3549.463623
	Iteration 13Q: 3 clusters Score -203300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -203310.156250 Penalty: 3549.463623
	Iteration 14Q: 3 clusters Score -203310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -203317.765625 Penalty: 3549.463623
	Iteration 15Q: 3 clusters Score -203317.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -203320.296875 Penalty: 3549.463623
	Iteration 16Q: 3 clusters Score -203320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -203326.812500 Penalty: 3549.463623
	Iteration 17Q: 3 clusters Score -203326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -203335.421875 Penalty: 3549.463623
	Iteration 18Q: 3 clusters Score -203335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -203337.859375 Penalty: 3549.463623
	Iteration 19Q: 3 clusters Score -203337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -203337.859375 Penalty: 3549.463623
	Iteration 20F: 3 clusters Score -203337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Entering Unmasked Estep 
Score: -2464740.250000 Penalty: 2352.923340
	Iteration 0F: 2 clusters Score -2464740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2455035.750000 Penalty: 4705.846680
	Iteration 0F: 3 clusters Score -2455036 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2457980.250000 Penalty: 4705.846680
	Iteration 1F: 3 clusters Score -2457980 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2458304.750000 Penalty: 4705.846680
	Iteration 2F: 3 clusters Score -2458305 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2458561.750000 Penalty: 4705.846680
	Iteration 3F: 3 clusters Score -2458562 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2458767.500000 Penalty: 4705.846680
	Iteration 4Q: 3 clusters Score -2458768 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2458961.750000 Penalty: 4705.846680
	Iteration 5Q: 3 clusters Score -2458962 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2459120.750000 Penalty: 4705.846680
	Iteration 6Q: 3 clusters Score -2459121 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2459268.500000 Penalty: 4705.846680
	Iteration 7Q: 3 clusters Score -2459268 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2459411.250000 Penalty: 4705.846680
	Iteration 8Q: 3 clusters Score -2459411 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2459589.250000 Penalty: 4705.846680
	Iteration 9Q: 3 clusters Score -2459589 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2459782.250000 Penalty: 4705.846680
	Iteration 10Q: 3 clusters Score -2459782 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2459994.250000 Penalty: 4705.846680
	Iteration 11Q: 3 clusters Score -2459994 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2460285.000000 Penalty: 4705.846680
	Iteration 12Q: 3 clusters Score -2460285 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2460657.250000 Penalty: 4705.846680
	Iteration 13Q: 3 clusters Score -2460657 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2461052.250000 Penalty: 4705.846680
	Iteration 14Q: 3 clusters Score -2461052 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2461478.250000 Penalty: 4705.846680
	Iteration 15Q: 3 clusters Score -2461478 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2461851.750000 Penalty: 4705.846680
	Iteration 16Q: 3 clusters Score -2461852 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2462123.250000 Penalty: 4705.846680
	Iteration 17Q: 3 clusters Score -2462123 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2462292.000000 Penalty: 4705.846680
	Iteration 18Q: 3 clusters Score -2462292 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2462421.500000 Penalty: 4705.846680
	Iteration 19Q: 3 clusters Score -2462422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2462494.000000 Penalty: 4705.846680
	Iteration 20F: 3 clusters Score -2462494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2462530.750000 Penalty: 4705.846680
	Iteration 21Q: 3 clusters Score -2462531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2462565.500000 Penalty: 4705.846680
	Iteration 22Q: 3 clusters Score -2462566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2462587.500000 Penalty: 4705.846680
	Iteration 23Q: 3 clusters Score -2462588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2462603.000000 Penalty: 4705.846680
	Iteration 24Q: 3 clusters Score -2462603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2462614.750000 Penalty: 4705.846680
	Iteration 25Q: 3 clusters Score -2462615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2462630.000000 Penalty: 4705.846680
	Iteration 26Q: 3 clusters Score -2462630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2462640.500000 Penalty: 4705.846680
	Iteration 27Q: 3 clusters Score -2462640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2462651.250000 Penalty: 4705.846680
	Iteration 28Q: 3 clusters Score -2462651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2462658.500000 Penalty: 4705.846680
	Iteration 29Q: 3 clusters Score -2462658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2462665.500000 Penalty: 4705.846680
	Iteration 30Q: 3 clusters Score -2462666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2462662.250000 Penalty: 4705.846680
	Iteration 31Q: 3 clusters Score -2462662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2462665.250000 Penalty: 4705.846680
	Iteration 32Q: 3 clusters Score -2462665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2462667.500000 Penalty: 4705.846680
	Iteration 33Q: 3 clusters Score -2462668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2462667.250000 Penalty: 4705.846680
	Iteration 34Q: 3 clusters Score -2462667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2462672.250000 Penalty: 4705.846680
	Iteration 35Q: 3 clusters Score -2462672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2462670.500000 Penalty: 4705.846680
	Iteration 36Q: 3 clusters Score -2462670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2462674.500000 Penalty: 4705.846680
	Iteration 37Q: 3 clusters Score -2462674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2462678.500000 Penalty: 4705.846680
	Iteration 38Q: 3 clusters Score -2462678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2462680.000000 Penalty: 4705.846680
	Iteration 39Q: 3 clusters Score -2462680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2462680.500000 Penalty: 4705.846680
	Iteration 40F: 3 clusters Score -2462680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2462681.750000 Penalty: 4705.846680
	Iteration 41Q: 3 clusters Score -2462682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2462681.750000 Penalty: 4705.846680
	Iteration 42F: 3 clusters Score -2462682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -50505.027344 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -50505.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -49227.968750 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -49227.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49360.652344 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -49360.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49385.410156 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -49385.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49400.710938 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -49400.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49409.750000 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -49409.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -49419.562500 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -49419.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49431.082031 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -49431.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49436.285156 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -49436.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49436.285156 Penalty: 2825.758301
	Iteration 8F: 3 clusters Score -49436.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -723586.187500 Penalty: 2050.899902
	Iteration 0F: 2 clusters Score -723586.2 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 1971 members 
Entering Unmasked Estep 
Score: -719747.375000 Penalty: 4101.799805
	Iteration 0F: 3 clusters Score -719747.4 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -720537.437500 Penalty: 4101.799805
	Iteration 1F: 3 clusters Score -720537.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -720707.187500 Penalty: 4101.799805
	Iteration 2F: 3 clusters Score -720707.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -720815.812500 Penalty: 4101.799805
	Iteration 3Q: 3 clusters Score -720815.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -720880.312500 Penalty: 4101.799805
	Iteration 4Q: 3 clusters Score -720880.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -720922.687500 Penalty: 4101.799805
	Iteration 5Q: 3 clusters Score -720922.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -720944.187500 Penalty: 4101.799805
	Iteration 6Q: 3 clusters Score -720944.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -720964.437500 Penalty: 4101.799805
	Iteration 7Q: 3 clusters Score -720964.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -720987.875000 Penalty: 4101.799805
	Iteration 8Q: 3 clusters Score -720987.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -721000.187500 Penalty: 4101.799805
	Iteration 9Q: 3 clusters Score -721000.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -721012.312500 Penalty: 4101.799805
	Iteration 10Q: 3 clusters Score -721012.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -721026.625000 Penalty: 4101.799805
	Iteration 11Q: 3 clusters Score -721026.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -721041.437500 Penalty: 4101.799805
	Iteration 12Q: 3 clusters Score -721041.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -721057.625000 Penalty: 4101.799805
	Iteration 13Q: 3 clusters Score -721057.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -721074.562500 Penalty: 4101.799805
	Iteration 14Q: 3 clusters Score -721074.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -721087.625000 Penalty: 4101.799805
	Iteration 15Q: 3 clusters Score -721087.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -721096.937500 Penalty: 4101.799805
	Iteration 16Q: 3 clusters Score -721096.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -721105.562500 Penalty: 4101.799805
	Iteration 17Q: 3 clusters Score -721105.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -721112.437500 Penalty: 4101.799805
	Iteration 18Q: 3 clusters Score -721112.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -721118.000000 Penalty: 4101.799805
	Iteration 19Q: 3 clusters Score -721118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -721126.937500 Penalty: 4101.799805
	Iteration 20F: 3 clusters Score -721126.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -721133.187500 Penalty: 4101.799805
	Iteration 21Q: 3 clusters Score -721133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -721136.562500 Penalty: 4101.799805
	Iteration 22Q: 3 clusters Score -721136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -721137.625000 Penalty: 4101.799805
	Iteration 23Q: 3 clusters Score -721137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -721138.062500 Penalty: 4101.799805
	Iteration 24Q: 3 clusters Score -721138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -721140.250000 Penalty: 4101.799805
	Iteration 25Q: 3 clusters Score -721140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -721141.375000 Penalty: 4101.799805
	Iteration 26Q: 3 clusters Score -721141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -721144.375000 Penalty: 4101.799805
	Iteration 27Q: 3 clusters Score -721144.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -721145.687500 Penalty: 4101.799805
	Iteration 28Q: 3 clusters Score -721145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -721149.062500 Penalty: 4101.799805
	Iteration 29Q: 3 clusters Score -721149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -721151.812500 Penalty: 4101.799805
	Iteration 30Q: 3 clusters Score -721151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -721152.687500 Penalty: 4101.799805
	Iteration 31Q: 3 clusters Score -721152.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -721156.250000 Penalty: 4101.799805
	Iteration 32Q: 3 clusters Score -721156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -721159.625000 Penalty: 4101.799805
	Iteration 33Q: 3 clusters Score -721159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -721159.812500 Penalty: 4101.799805
	Iteration 34Q: 3 clusters Score -721159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -721161.062500 Penalty: 4101.799805
	Iteration 35Q: 3 clusters Score -721161.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -721162.437500 Penalty: 4101.799805
	Iteration 36Q: 3 clusters Score -721162.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -721164.625000 Penalty: 4101.799805
	Iteration 37Q: 3 clusters Score -721164.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -721167.750000 Penalty: 4101.799805
	Iteration 38Q: 3 clusters Score -721167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -721167.937500 Penalty: 4101.799805
	Iteration 39Q: 3 clusters Score -721167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -721168.750000 Penalty: 4101.799805
	Iteration 40F: 3 clusters Score -721168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -721170.312500 Penalty: 4101.799805
	Iteration 41Q: 3 clusters Score -721170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -721171.937500 Penalty: 4101.799805
	Iteration 42Q: 3 clusters Score -721171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -721171.250000 Penalty: 4101.799805
	Iteration 43Q: 3 clusters Score -721171.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -721173.187500 Penalty: 4101.799805
	Iteration 44Q: 3 clusters Score -721173.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -721175.875000 Penalty: 4101.799805
	Iteration 45Q: 3 clusters Score -721175.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -721178.750000 Penalty: 4101.799805
	Iteration 46Q: 3 clusters Score -721178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -721182.062500 Penalty: 4101.799805
	Iteration 47Q: 3 clusters Score -721182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -721185.812500 Penalty: 4101.799805
	Iteration 48Q: 3 clusters Score -721185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -721190.000000 Penalty: 4101.799805
	Iteration 49Q: 3 clusters Score -721190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -721193.500000 Penalty: 4101.799805
	Iteration 50Q: 3 clusters Score -721193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -721194.875000 Penalty: 4101.799805
	Iteration 51Q: 3 clusters Score -721194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -721196.812500 Penalty: 4101.799805
	Iteration 52Q: 3 clusters Score -721196.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -721200.500000 Penalty: 4101.799805
	Iteration 53Q: 3 clusters Score -721200.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -721203.500000 Penalty: 4101.799805
	Iteration 54Q: 3 clusters Score -721203.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -721207.250000 Penalty: 4101.799805
	Iteration 55Q: 3 clusters Score -721207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -721210.687500 Penalty: 4101.799805
	Iteration 56Q: 3 clusters Score -721210.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -721216.437500 Penalty: 4101.799805
	Iteration 57Q: 3 clusters Score -721216.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -721218.375000 Penalty: 4101.799805
	Iteration 58Q: 3 clusters Score -721218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -721221.500000 Penalty: 4101.799805
	Iteration 59Q: 3 clusters Score -721221.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -721224.937500 Penalty: 4101.799805
	Iteration 60F: 3 clusters Score -721224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -721227.625000 Penalty: 4101.799805
	Iteration 61Q: 3 clusters Score -721227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -721229.125000 Penalty: 4101.799805
	Iteration 62Q: 3 clusters Score -721229.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -721231.375000 Penalty: 4101.799805
	Iteration 63Q: 3 clusters Score -721231.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -721232.187500 Penalty: 4101.799805
	Iteration 64Q: 3 clusters Score -721232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -721235.500000 Penalty: 4101.799805
	Iteration 65Q: 3 clusters Score -721235.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -721240.062500 Penalty: 4101.799805
	Iteration 66Q: 3 clusters Score -721240.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -721246.125000 Penalty: 4101.799805
	Iteration 67Q: 3 clusters Score -721246.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -721252.562500 Penalty: 4101.799805
	Iteration 68Q: 3 clusters Score -721252.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -721259.437500 Penalty: 4101.799805
	Iteration 69Q: 3 clusters Score -721259.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -721267.312500 Penalty: 4101.799805
	Iteration 70Q: 3 clusters Score -721267.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -721275.375000 Penalty: 4101.799805
	Iteration 71Q: 3 clusters Score -721275.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -721285.750000 Penalty: 4101.799805
	Iteration 72Q: 3 clusters Score -721285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -721290.812500 Penalty: 4101.799805
	Iteration 73Q: 3 clusters Score -721290.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -721294.250000 Penalty: 4101.799805
	Iteration 74Q: 3 clusters Score -721294.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -721302.125000 Penalty: 4101.799805
	Iteration 75Q: 3 clusters Score -721302.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -721307.000000 Penalty: 4101.799805
	Iteration 76Q: 3 clusters Score -721307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -721313.000000 Penalty: 4101.799805
	Iteration 77Q: 3 clusters Score -721313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -721315.437500 Penalty: 4101.799805
	Iteration 78Q: 3 clusters Score -721315.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -721320.000000 Penalty: 4101.799805
	Iteration 79Q: 3 clusters Score -721320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -721329.375000 Penalty: 4101.799805
	Iteration 80F: 3 clusters Score -721329.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -721335.062500 Penalty: 4101.799805
	Iteration 81Q: 3 clusters Score -721335.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -721345.187500 Penalty: 4101.799805
	Iteration 82Q: 3 clusters Score -721345.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -721354.625000 Penalty: 4101.799805
	Iteration 83Q: 3 clusters Score -721354.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -721366.125000 Penalty: 4101.799805
	Iteration 84Q: 3 clusters Score -721366.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -721375.000000 Penalty: 4101.799805
	Iteration 85Q: 3 clusters Score -721375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -721380.812500 Penalty: 4101.799805
	Iteration 86Q: 3 clusters Score -721380.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -721385.625000 Penalty: 4101.799805
	Iteration 87Q: 3 clusters Score -721385.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -721390.375000 Penalty: 4101.799805
	Iteration 88Q: 3 clusters Score -721390.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -721395.937500 Penalty: 4101.799805
	Iteration 89Q: 3 clusters Score -721395.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -721399.000000 Penalty: 4101.799805
	Iteration 90Q: 3 clusters Score -721399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -721402.375000 Penalty: 4101.799805
	Iteration 91Q: 3 clusters Score -721402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -721406.937500 Penalty: 4101.799805
	Iteration 92Q: 3 clusters Score -721406.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -721409.187500 Penalty: 4101.799805
	Iteration 93Q: 3 clusters Score -721409.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -721414.812500 Penalty: 4101.799805
	Iteration 94Q: 3 clusters Score -721414.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -721417.312500 Penalty: 4101.799805
	Iteration 95Q: 3 clusters Score -721417.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -721420.187500 Penalty: 4101.799805
	Iteration 96Q: 3 clusters Score -721420.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -721424.937500 Penalty: 4101.799805
	Iteration 97Q: 3 clusters Score -721424.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -721429.000000 Penalty: 4101.799805
	Iteration 98Q: 3 clusters Score -721429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -721434.250000 Penalty: 4101.799805
	Iteration 99Q: 3 clusters Score -721434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -721439.000000 Penalty: 4101.799805
	Iteration 100F: 3 clusters Score -721439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -721444.062500 Penalty: 4101.799805
	Iteration 101Q: 3 clusters Score -721444.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -721446.500000 Penalty: 4101.799805
	Iteration 102Q: 3 clusters Score -721446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -721453.125000 Penalty: 4101.799805
	Iteration 103Q: 3 clusters Score -721453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -721456.312500 Penalty: 4101.799805
	Iteration 104Q: 3 clusters Score -721456.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -721459.062500 Penalty: 4101.799805
	Iteration 105Q: 3 clusters Score -721459.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -721462.812500 Penalty: 4101.799805
	Iteration 106Q: 3 clusters Score -721462.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -721469.062500 Penalty: 4101.799805
	Iteration 107Q: 3 clusters Score -721469.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -721473.125000 Penalty: 4101.799805
	Iteration 108Q: 3 clusters Score -721473.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -721481.812500 Penalty: 4101.799805
	Iteration 109Q: 3 clusters Score -721481.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -721484.562500 Penalty: 4101.799805
	Iteration 110Q: 3 clusters Score -721484.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -721486.937500 Penalty: 4101.799805
	Iteration 111Q: 3 clusters Score -721486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -721488.437500 Penalty: 4101.799805
	Iteration 112Q: 3 clusters Score -721488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -721491.437500 Penalty: 4101.799805
	Iteration 113Q: 3 clusters Score -721491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -721492.875000 Penalty: 4101.799805
	Iteration 114Q: 3 clusters Score -721492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -721495.812500 Penalty: 4101.799805
	Iteration 115Q: 3 clusters Score -721495.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -721498.250000 Penalty: 4101.799805
	Iteration 116Q: 3 clusters Score -721498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -721497.937500 Penalty: 4101.799805
	Iteration 117Q: 3 clusters Score -721497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -721500.250000 Penalty: 4101.799805
	Iteration 118Q: 3 clusters Score -721500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -721500.625000 Penalty: 4101.799805
	Iteration 119Q: 3 clusters Score -721500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -721501.187500 Penalty: 4101.799805
	Iteration 120F: 3 clusters Score -721501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -721502.750000 Penalty: 4101.799805
	Iteration 121Q: 3 clusters Score -721502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -721505.812500 Penalty: 4101.799805
	Iteration 122Q: 3 clusters Score -721505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -721506.125000 Penalty: 4101.799805
	Iteration 123Q: 3 clusters Score -721506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -721505.687500 Penalty: 4101.799805
	Iteration 124Q: 3 clusters Score -721505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -721506.937500 Penalty: 4101.799805
	Iteration 125Q: 3 clusters Score -721506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -721506.187500 Penalty: 4101.799805
	Iteration 126Q: 3 clusters Score -721506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -721507.562500 Penalty: 4101.799805
	Iteration 127Q: 3 clusters Score -721507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -721507.812500 Penalty: 4101.799805
	Iteration 128Q: 3 clusters Score -721507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -721507.812500 Penalty: 4101.799805
	Iteration 129Q: 3 clusters Score -721507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -721507.812500 Penalty: 4101.799805
	Iteration 130F: 3 clusters Score -721507.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -96182.250000 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -96182.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -94548.390625 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -94548.39 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -94827.039062 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -94827.04 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95013.773438 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -95013.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95161.437500 Penalty: 3210.283691
	Iteration 3F: 3 clusters Score -95161.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95281.921875 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -95281.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95402.765625 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -95402.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -95523.492188 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -95523.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -95590.242188 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -95590.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95626.179688 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -95626.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -95648.609375 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -95648.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95676.500000 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -95676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95714.078125 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -95714.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95756.390625 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -95756.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95821.218750 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -95821.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95857.507812 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -95857.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95890.054688 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -95890.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95928.296875 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -95928.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -95965.757812 Penalty: 3210.283691
	Iteration 17Q: 3 clusters Score -95965.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -95988.851562 Penalty: 3210.283691
	Iteration 18Q: 3 clusters Score -95988.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96019.890625 Penalty: 3210.283691
	Iteration 19Q: 3 clusters Score -96019.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -96048.062500 Penalty: 3210.283691
	Iteration 20F: 3 clusters Score -96048.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96094.648438 Penalty: 3210.283691
	Iteration 21Q: 3 clusters Score -96094.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96120.210938 Penalty: 3210.283691
	Iteration 22Q: 3 clusters Score -96120.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -96140.179688 Penalty: 3210.283691
	Iteration 23Q: 3 clusters Score -96140.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96151.812500 Penalty: 3210.283691
	Iteration 24Q: 3 clusters Score -96151.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96151.812500 Penalty: 3210.283691
	Iteration 25F: 3 clusters Score -96151.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Entering Unmasked Estep 
Score: -5921632.000000 Penalty: 2574.409668
	Iteration 0F: 2 clusters Score -5921632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -5899595.500000 Penalty: 5148.819336
	Iteration 0F: 3 clusters Score -5899596 nChanged 14640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -5907285.000000 Penalty: 5148.819336
	Iteration 1F: 3 clusters Score -5907285 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -5907683.000000 Penalty: 5148.819336
	Iteration 2Q: 3 clusters Score -5907683 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -5907993.500000 Penalty: 5148.819336
	Iteration 3Q: 3 clusters Score -5907994 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -5908335.500000 Penalty: 5148.819336
	Iteration 4Q: 3 clusters Score -5908336 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -5908640.000000 Penalty: 5148.819336
	Iteration 5Q: 3 clusters Score -5908640 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -5908956.000000 Penalty: 5148.819336
	Iteration 6Q: 3 clusters Score -5908956 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -5909442.500000 Penalty: 5148.819336
	Iteration 7Q: 3 clusters Score -5909442 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -5910050.500000 Penalty: 5148.819336
	Iteration 8Q: 3 clusters Score -5910050 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -5910990.500000 Penalty: 5148.819336
	Iteration 9F: 3 clusters Score -5910990 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -5912207.000000 Penalty: 5148.819336
	Iteration 10F: 3 clusters Score -5912207 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -5913706.500000 Penalty: 5148.819336
	Iteration 11F: 3 clusters Score -5913706 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -5915494.500000 Penalty: 5148.819336
	Iteration 12F: 3 clusters Score -5915494 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5917085.500000 Penalty: 5148.819336
	Iteration 13Q: 3 clusters Score -5917086 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -5918193.000000 Penalty: 5148.819336
	Iteration 14Q: 3 clusters Score -5918193 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -5918740.500000 Penalty: 5148.819336
	Iteration 15Q: 3 clusters Score -5918740 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -5919010.500000 Penalty: 5148.819336
	Iteration 16Q: 3 clusters Score -5919010 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -5919208.500000 Penalty: 5148.819336
	Iteration 17Q: 3 clusters Score -5919208 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -5919338.000000 Penalty: 5148.819336
	Iteration 18Q: 3 clusters Score -5919338 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -5919422.000000 Penalty: 5148.819336
	Iteration 19Q: 3 clusters Score -5919422 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -5919461.500000 Penalty: 5148.819336
	Iteration 20F: 3 clusters Score -5919462 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -5919474.500000 Penalty: 5148.819336
	Iteration 21Q: 3 clusters Score -5919474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -5919495.000000 Penalty: 5148.819336
	Iteration 22Q: 3 clusters Score -5919495 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -5919508.000000 Penalty: 5148.819336
	Iteration 23Q: 3 clusters Score -5919508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -5919517.000000 Penalty: 5148.819336
	Iteration 24Q: 3 clusters Score -5919517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -5919529.500000 Penalty: 5148.819336
	Iteration 25Q: 3 clusters Score -5919530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -5919544.000000 Penalty: 5148.819336
	Iteration 26Q: 3 clusters Score -5919544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -5919550.000000 Penalty: 5148.819336
	Iteration 27Q: 3 clusters Score -5919550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5919543.000000 Penalty: 5148.819336
	Iteration 28Q: 3 clusters Score -5919543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5919552.000000 Penalty: 5148.819336
	Iteration 29Q: 3 clusters Score -5919552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5919563.000000 Penalty: 5148.819336
	Iteration 30Q: 3 clusters Score -5919563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -5919569.500000 Penalty: 5148.819336
	Iteration 31Q: 3 clusters Score -5919570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5919571.000000 Penalty: 5148.819336
	Iteration 32Q: 3 clusters Score -5919571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5919574.000000 Penalty: 5148.819336
	Iteration 33Q: 3 clusters Score -5919574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -5919578.500000 Penalty: 5148.819336
	Iteration 34Q: 3 clusters Score -5919578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5919574.000000 Penalty: 5148.819336
	Iteration 35Q: 3 clusters Score -5919574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -5919578.000000 Penalty: 5148.819336
	Iteration 36Q: 3 clusters Score -5919578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5919586.500000 Penalty: 5148.819336
	Iteration 37Q: 3 clusters Score -5919586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5919589.000000 Penalty: 5148.819336
	Iteration 38Q: 3 clusters Score -5919589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5919585.500000 Penalty: 5148.819336
	Iteration 39Q: 3 clusters Score -5919586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -5919591.500000 Penalty: 5148.819336
	Iteration 40F: 3 clusters Score -5919592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -5919598.500000 Penalty: 5148.819336
	Iteration 41Q: 3 clusters Score -5919598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5919607.000000 Penalty: 5148.819336
	Iteration 42Q: 3 clusters Score -5919607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -5919602.000000 Penalty: 5148.819336
	Iteration 43Q: 3 clusters Score -5919602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5919603.000000 Penalty: 5148.819336
	Iteration 44Q: 3 clusters Score -5919603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -5919613.000000 Penalty: 5148.819336
	Iteration 45Q: 3 clusters Score -5919613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -5919611.000000 Penalty: 5148.819336
	Iteration 46Q: 3 clusters Score -5919611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -5919612.500000 Penalty: 5148.819336
	Iteration 47Q: 3 clusters Score -5919612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -5919620.500000 Penalty: 5148.819336
	Iteration 48Q: 3 clusters Score -5919620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5919625.500000 Penalty: 5148.819336
	Iteration 49Q: 3 clusters Score -5919626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -5919614.000000 Penalty: 5148.819336
	Iteration 50Q: 3 clusters Score -5919614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5919618.500000 Penalty: 5148.819336
	Iteration 51Q: 3 clusters Score -5919618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -5919613.000000 Penalty: 5148.819336
	Iteration 52Q: 3 clusters Score -5919613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5919618.000000 Penalty: 5148.819336
	Iteration 53Q: 3 clusters Score -5919618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -5919618.000000 Penalty: 5148.819336
	Iteration 54Q: 3 clusters Score -5919618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -5919611.500000 Penalty: 5148.819336
	Iteration 55Q: 3 clusters Score -5919612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5919619.500000 Penalty: 5148.819336
	Iteration 56Q: 3 clusters Score -5919620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -5919619.000000 Penalty: 5148.819336
	Iteration 57Q: 3 clusters Score -5919619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -5919629.000000 Penalty: 5148.819336
	Iteration 58Q: 3 clusters Score -5919629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5919623.500000 Penalty: 5148.819336
	Iteration 59Q: 3 clusters Score -5919624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -5919624.500000 Penalty: 5148.819336
	Iteration 60F: 3 clusters Score -5919624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5919622.500000 Penalty: 5148.819336
	Iteration 61Q: 3 clusters Score -5919622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -5919622.500000 Penalty: 5148.819336
	Iteration 62Q: 3 clusters Score -5919622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -5919624.000000 Penalty: 5148.819336
	Iteration 63Q: 3 clusters Score -5919624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5919623.500000 Penalty: 5148.819336
	Iteration 64Q: 3 clusters Score -5919624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -5919622.000000 Penalty: 5148.819336
	Iteration 65Q: 3 clusters Score -5919622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -5919623.500000 Penalty: 5148.819336
	Iteration 66Q: 3 clusters Score -5919624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5919625.000000 Penalty: 5148.819336
	Iteration 67Q: 3 clusters Score -5919625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -5919625.000000 Penalty: 5148.819336
	Iteration 68Q: 3 clusters Score -5919625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -5919625.000000 Penalty: 5148.819336
	Iteration 69F: 3 clusters Score -5919625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Entering Unmasked Estep 
Score: -3293342.000000 Penalty: 2426.229248
	Iteration 0F: 2 clusters Score -3293342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3280767.500000 Penalty: 4852.458496
	Iteration 0F: 3 clusters Score -3280768 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3284854.500000 Penalty: 4852.458496
	Iteration 1F: 3 clusters Score -3284854 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3285209.250000 Penalty: 4852.458496
	Iteration 2F: 3 clusters Score -3285209 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3285495.500000 Penalty: 4852.458496
	Iteration 3Q: 3 clusters Score -3285496 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3285770.750000 Penalty: 4852.458496
	Iteration 4Q: 3 clusters Score -3285771 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3286065.750000 Penalty: 4852.458496
	Iteration 5Q: 3 clusters Score -3286066 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -3286368.000000 Penalty: 4852.458496
	Iteration 6Q: 3 clusters Score -3286368 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3286742.500000 Penalty: 4852.458496
	Iteration 7Q: 3 clusters Score -3286742 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3287237.000000 Penalty: 4852.458496
	Iteration 8Q: 3 clusters Score -3287237 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3287898.250000 Penalty: 4852.458496
	Iteration 9F: 3 clusters Score -3287898 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3288772.500000 Penalty: 4852.458496
	Iteration 10F: 3 clusters Score -3288772 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3289617.000000 Penalty: 4852.458496
	Iteration 11F: 3 clusters Score -3289617 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3290257.750000 Penalty: 4852.458496
	Iteration 12Q: 3 clusters Score -3290258 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3290668.000000 Penalty: 4852.458496
	Iteration 13Q: 3 clusters Score -3290668 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3290905.750000 Penalty: 4852.458496
	Iteration 14Q: 3 clusters Score -3290906 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3291038.000000 Penalty: 4852.458496
	Iteration 15Q: 3 clusters Score -3291038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3291116.250000 Penalty: 4852.458496
	Iteration 16Q: 3 clusters Score -3291116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3291156.500000 Penalty: 4852.458496
	Iteration 17Q: 3 clusters Score -3291156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3291174.750000 Penalty: 4852.458496
	Iteration 18Q: 3 clusters Score -3291175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3291194.250000 Penalty: 4852.458496
	Iteration 19Q: 3 clusters Score -3291194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3291205.000000 Penalty: 4852.458496
	Iteration 20F: 3 clusters Score -3291205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3291216.500000 Penalty: 4852.458496
	Iteration 21Q: 3 clusters Score -3291216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3291218.250000 Penalty: 4852.458496
	Iteration 22Q: 3 clusters Score -3291218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3291213.500000 Penalty: 4852.458496
	Iteration 23Q: 3 clusters Score -3291214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3291217.000000 Penalty: 4852.458496
	Iteration 24Q: 3 clusters Score -3291217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3291217.000000 Penalty: 4852.458496
	Iteration 25F: 3 clusters Score -3291217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Entering Unmasked Estep 
Score: -8239848.500000 Penalty: 2653.779785
	Iteration 0F: 2 clusters Score -8239848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -8210749.000000 Penalty: 5307.559570
	Iteration 0F: 3 clusters Score -8210749 nChanged 20378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -8221925.000000 Penalty: 5307.559570
	Iteration 1F: 3 clusters Score -8221925 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -8222462.000000 Penalty: 5307.559570
	Iteration 2Q: 3 clusters Score -8222462 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -8223119.500000 Penalty: 5307.559570
	Iteration 3Q: 3 clusters Score -8223120 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -8224060.000000 Penalty: 5307.559570
	Iteration 4Q: 3 clusters Score -8224060 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -8225509.500000 Penalty: 5307.559570
	Iteration 5F: 3 clusters Score -8225510 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -8227657.000000 Penalty: 5307.559570
	Iteration 6F: 3 clusters Score -8227657 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -8230602.000000 Penalty: 5307.559570
	Iteration 7F: 3 clusters Score -8230602 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -8233918.500000 Penalty: 5307.559570
	Iteration 8F: 3 clusters Score -8233918 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -8236606.500000 Penalty: 5307.559570
	Iteration 9F: 3 clusters Score -8236606 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -8237944.500000 Penalty: 5307.559570
	Iteration 10Q: 3 clusters Score -8237944 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -8238516.000000 Penalty: 5307.559570
	Iteration 11Q: 3 clusters Score -8238516 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -8238783.500000 Penalty: 5307.559570
	Iteration 12Q: 3 clusters Score -8238784 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -8238964.500000 Penalty: 5307.559570
	Iteration 13Q: 3 clusters Score -8238964 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -8239060.000000 Penalty: 5307.559570
	Iteration 14Q: 3 clusters Score -8239060 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -8239095.000000 Penalty: 5307.559570
	Iteration 15Q: 3 clusters Score -8239095 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -8239128.000000 Penalty: 5307.559570
	Iteration 16Q: 3 clusters Score -8239128 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -8239143.000000 Penalty: 5307.559570
	Iteration 17Q: 3 clusters Score -8239143 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -8239134.000000 Penalty: 5307.559570
	Iteration 18Q: 3 clusters Score -8239134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -8239135.000000 Penalty: 5307.559570
	Iteration 19Q: 3 clusters Score -8239135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -8239123.500000 Penalty: 5307.559570
	Iteration 20F: 3 clusters Score -8239124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -8239104.000000 Penalty: 5307.559570
	Iteration 21Q: 3 clusters Score -8239104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -8239105.500000 Penalty: 5307.559570
	Iteration 22Q: 3 clusters Score -8239106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -8239119.000000 Penalty: 5307.559570
	Iteration 23Q: 3 clusters Score -8239119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -8239116.000000 Penalty: 5307.559570
	Iteration 24Q: 3 clusters Score -8239116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -8239123.000000 Penalty: 5307.559570
	Iteration 25Q: 3 clusters Score -8239123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -8239126.000000 Penalty: 5307.559570
	Iteration 26Q: 3 clusters Score -8239126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -8239111.000000 Penalty: 5307.559570
	Iteration 27Q: 3 clusters Score -8239111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -8239117.500000 Penalty: 5307.559570
	Iteration 28Q: 3 clusters Score -8239118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -8239124.000000 Penalty: 5307.559570
	Iteration 29Q: 3 clusters Score -8239124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -8239119.000000 Penalty: 5307.559570
	Iteration 30Q: 3 clusters Score -8239119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -8239125.000000 Penalty: 5307.559570
	Iteration 31Q: 3 clusters Score -8239125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -8239122.500000 Penalty: 5307.559570
	Iteration 32Q: 3 clusters Score -8239122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -8239118.000000 Penalty: 5307.559570
	Iteration 33Q: 3 clusters Score -8239118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -8239117.500000 Penalty: 5307.559570
	Iteration 34Q: 3 clusters Score -8239118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -8239121.500000 Penalty: 5307.559570
	Iteration 35Q: 3 clusters Score -8239122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -8239124.500000 Penalty: 5307.559570
	Iteration 36Q: 3 clusters Score -8239124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -8239124.500000 Penalty: 5307.559570
	Iteration 37F: 3 clusters Score -8239124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Entering Unmasked Estep 
Score: -3484374.000000 Penalty: 2438.400391
	Iteration 0F: 2 clusters Score -3484374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3471262.750000 Penalty: 4876.800781
	Iteration 0F: 3 clusters Score -3471263 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3475662.250000 Penalty: 4876.800781
	Iteration 1F: 3 clusters Score -3475662 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3475970.500000 Penalty: 4876.800781
	Iteration 2F: 3 clusters Score -3475970 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3476177.500000 Penalty: 4876.800781
	Iteration 3Q: 3 clusters Score -3476178 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3476341.250000 Penalty: 4876.800781
	Iteration 4Q: 3 clusters Score -3476341 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3476473.250000 Penalty: 4876.800781
	Iteration 5Q: 3 clusters Score -3476473 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3476578.750000 Penalty: 4876.800781
	Iteration 6Q: 3 clusters Score -3476579 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3476674.750000 Penalty: 4876.800781
	Iteration 7Q: 3 clusters Score -3476675 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3476736.500000 Penalty: 4876.800781
	Iteration 8Q: 3 clusters Score -3476736 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3476786.750000 Penalty: 4876.800781
	Iteration 9Q: 3 clusters Score -3476787 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3476848.750000 Penalty: 4876.800781
	Iteration 10Q: 3 clusters Score -3476849 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3476899.750000 Penalty: 4876.800781
	Iteration 11Q: 3 clusters Score -3476900 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3476959.250000 Penalty: 4876.800781
	Iteration 12Q: 3 clusters Score -3476959 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3477015.750000 Penalty: 4876.800781
	Iteration 13Q: 3 clusters Score -3477016 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -3477078.500000 Penalty: 4876.800781
	Iteration 14Q: 3 clusters Score -3477078 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3477160.250000 Penalty: 4876.800781
	Iteration 15Q: 3 clusters Score -3477160 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3477264.000000 Penalty: 4876.800781
	Iteration 16Q: 3 clusters Score -3477264 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3477393.750000 Penalty: 4876.800781
	Iteration 17Q: 3 clusters Score -3477394 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3477577.750000 Penalty: 4876.800781
	Iteration 18Q: 3 clusters Score -3477578 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3477851.250000 Penalty: 4876.800781
	Iteration 19Q: 3 clusters Score -3477851 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3478271.000000 Penalty: 4876.800781
	Iteration 20F: 3 clusters Score -3478271 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3478826.000000 Penalty: 4876.800781
	Iteration 21Q: 3 clusters Score -3478826 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3479518.000000 Penalty: 4876.800781
	Iteration 22F: 3 clusters Score -3479518 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3480248.250000 Penalty: 4876.800781
	Iteration 23F: 3 clusters Score -3480248 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3480894.500000 Penalty: 4876.800781
	Iteration 24Q: 3 clusters Score -3480894 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3481398.250000 Penalty: 4876.800781
	Iteration 25Q: 3 clusters Score -3481398 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3481733.000000 Penalty: 4876.800781
	Iteration 26Q: 3 clusters Score -3481733 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3481926.500000 Penalty: 4876.800781
	Iteration 27Q: 3 clusters Score -3481926 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3482041.750000 Penalty: 4876.800781
	Iteration 28Q: 3 clusters Score -3482042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3482107.250000 Penalty: 4876.800781
	Iteration 29Q: 3 clusters Score -3482107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3482155.000000 Penalty: 4876.800781
	Iteration 30Q: 3 clusters Score -3482155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3482189.250000 Penalty: 4876.800781
	Iteration 31Q: 3 clusters Score -3482189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3482215.250000 Penalty: 4876.800781
	Iteration 32Q: 3 clusters Score -3482215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3482223.500000 Penalty: 4876.800781
	Iteration 33Q: 3 clusters Score -3482224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3482237.500000 Penalty: 4876.800781
	Iteration 34Q: 3 clusters Score -3482238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3482242.250000 Penalty: 4876.800781
	Iteration 35Q: 3 clusters Score -3482242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3482244.000000 Penalty: 4876.800781
	Iteration 36Q: 3 clusters Score -3482244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3482242.500000 Penalty: 4876.800781
	Iteration 37Q: 3 clusters Score -3482242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3482242.500000 Penalty: 4876.800781
	Iteration 38F: 3 clusters Score -3482242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -128659.085938 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -128659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126868.921875 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -126868.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127428.007812 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -127428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -127731.523438 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -127731.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128079.585938 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -128079.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -128436.257812 Penalty: 3440.426025
	Iteration 4F: 3 clusters Score -128436.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128788.593750 Penalty: 3440.426025
	Iteration 5F: 3 clusters Score -128788.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129047.320312 Penalty: 3440.426025
	Iteration 6F: 3 clusters Score -129047.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -129186.664062 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -129186.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -129276.101562 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -129276.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129331.570312 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -129331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -129364.093750 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -129364.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -129390.828125 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -129390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129423.773438 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -129423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -129433.351562 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -129433.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129435.695312 Penalty: 3440.426025
	Iteration 14Q: 3 clusters Score -129435.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129437.531250 Penalty: 3440.426025
	Iteration 15Q: 3 clusters Score -129437.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129437.531250 Penalty: 3440.426025
	Iteration 16F: 3 clusters Score -129437.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39012 members 
Mstep: Class 4 contains 29263 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32231 members 
Mstep: Class 11 contains 17733 members 
Mstep: Class 12 contains 44388 members 
Mstep: Class 13 contains 18625 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 28927 members 
Mstep: Class 16 contains 44414 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47941 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50929 members 
Mstep: Class 24 contains 52186 members 
Mstep: Class 25 contains 23417 members 
Mstep: Class 26 contains 45820 members 
Mstep: Class 27 contains 48798 members 
Mstep: Class 28 contains 15330 members 
Mstep: Class 29 contains 546 members 
Entering Unmasked Estep 
Score: -106723832.000000 Penalty: 95503.882812
Splitting cluster 14 changes total score from -106724800.000000 to -106723832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (28927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Entering Unmasked Estep 
Score: -5376416.000000 Penalty: 2547.587646
	Iteration 0F: 2 clusters Score -5376416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -5356649.000000 Penalty: 5095.175293
	Iteration 0F: 3 clusters Score -5356649 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -5363597.000000 Penalty: 5095.175293
	Iteration 1F: 3 clusters Score -5363597 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -5364124.500000 Penalty: 5095.175293
	Iteration 2Q: 3 clusters Score -5364124 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -5364691.500000 Penalty: 5095.175293
	Iteration 3Q: 3 clusters Score -5364692 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -5365522.000000 Penalty: 5095.175293
	Iteration 4F: 3 clusters Score -5365522 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -5366670.000000 Penalty: 5095.175293
	Iteration 5F: 3 clusters Score -5366670 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -5368281.500000 Penalty: 5095.175293
	Iteration 6F: 3 clusters Score -5368282 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5370164.000000 Penalty: 5095.175293
	Iteration 7F: 3 clusters Score -5370164 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5372011.500000 Penalty: 5095.175293
	Iteration 8F: 3 clusters Score -5372012 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5373166.000000 Penalty: 5095.175293
	Iteration 9Q: 3 clusters Score -5373166 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5373675.000000 Penalty: 5095.175293
	Iteration 10Q: 3 clusters Score -5373675 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5373880.500000 Penalty: 5095.175293
	Iteration 11Q: 3 clusters Score -5373880 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5374014.500000 Penalty: 5095.175293
	Iteration 12Q: 3 clusters Score -5374014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5374096.500000 Penalty: 5095.175293
	Iteration 13Q: 3 clusters Score -5374096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5374128.000000 Penalty: 5095.175293
	Iteration 14Q: 3 clusters Score -5374128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5374155.500000 Penalty: 5095.175293
	Iteration 15Q: 3 clusters Score -5374156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5374168.000000 Penalty: 5095.175293
	Iteration 16Q: 3 clusters Score -5374168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5374175.000000 Penalty: 5095.175293
	Iteration 17Q: 3 clusters Score -5374175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5374183.500000 Penalty: 5095.175293
	Iteration 18Q: 3 clusters Score -5374184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5374184.500000 Penalty: 5095.175293
	Iteration 19Q: 3 clusters Score -5374184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5374191.000000 Penalty: 5095.175293
	Iteration 20F: 3 clusters Score -5374191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5374189.000000 Penalty: 5095.175293
	Iteration 21Q: 3 clusters Score -5374189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5374190.500000 Penalty: 5095.175293
	Iteration 22Q: 3 clusters Score -5374190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5374190.500000 Penalty: 5095.175293
	Iteration 23F: 3 clusters Score -5374190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Entering Unmasked Estep 
Score: -8156449.500000 Penalty: 2653.924805
	Iteration 0F: 2 clusters Score -8156450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -8126660.500000 Penalty: 5307.849609
	Iteration 0F: 3 clusters Score -8126660 nChanged 20455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -8137998.000000 Penalty: 5307.849609
	Iteration 1F: 3 clusters Score -8137998 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -8138572.500000 Penalty: 5307.849609
	Iteration 2Q: 3 clusters Score -8138572 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -8139312.000000 Penalty: 5307.849609
	Iteration 3Q: 3 clusters Score -8139312 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -8140129.000000 Penalty: 5307.849609
	Iteration 4Q: 3 clusters Score -8140129 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -8141168.500000 Penalty: 5307.849609
	Iteration 5Q: 3 clusters Score -8141168 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -8142498.000000 Penalty: 5307.849609
	Iteration 6F: 3 clusters Score -8142498 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -8144406.500000 Penalty: 5307.849609
	Iteration 7F: 3 clusters Score -8144406 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -8146750.000000 Penalty: 5307.849609
	Iteration 8F: 3 clusters Score -8146750 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -8149387.000000 Penalty: 5307.849609
	Iteration 9F: 3 clusters Score -8149387 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -8151340.000000 Penalty: 5307.849609
	Iteration 10F: 3 clusters Score -8151340 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -8152343.000000 Penalty: 5307.849609
	Iteration 11Q: 3 clusters Score -8152343 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -8152893.500000 Penalty: 5307.849609
	Iteration 12Q: 3 clusters Score -8152894 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -8153232.000000 Penalty: 5307.849609
	Iteration 13Q: 3 clusters Score -8153232 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -8153481.000000 Penalty: 5307.849609
	Iteration 14Q: 3 clusters Score -8153481 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -8153689.000000 Penalty: 5307.849609
	Iteration 15Q: 3 clusters Score -8153689 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -8153840.000000 Penalty: 5307.849609
	Iteration 16Q: 3 clusters Score -8153840 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -8153951.000000 Penalty: 5307.849609
	Iteration 17Q: 3 clusters Score -8153951 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -8154037.500000 Penalty: 5307.849609
	Iteration 18Q: 3 clusters Score -8154038 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -8154128.000000 Penalty: 5307.849609
	Iteration 19Q: 3 clusters Score -8154128 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -8154192.000000 Penalty: 5307.849609
	Iteration 20F: 3 clusters Score -8154192 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -8154260.000000 Penalty: 5307.849609
	Iteration 21Q: 3 clusters Score -8154260 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -8154276.000000 Penalty: 5307.849609
	Iteration 22Q: 3 clusters Score -8154276 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -8154352.000000 Penalty: 5307.849609
	Iteration 23Q: 3 clusters Score -8154352 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -8154368.000000 Penalty: 5307.849609
	Iteration 24Q: 3 clusters Score -8154368 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -8154415.000000 Penalty: 5307.849609
	Iteration 25Q: 3 clusters Score -8154415 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -8154440.500000 Penalty: 5307.849609
	Iteration 26Q: 3 clusters Score -8154440 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -8154485.500000 Penalty: 5307.849609
	Iteration 27Q: 3 clusters Score -8154486 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -8154526.500000 Penalty: 5307.849609
	Iteration 28Q: 3 clusters Score -8154526 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -8154548.500000 Penalty: 5307.849609
	Iteration 29Q: 3 clusters Score -8154548 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -8154574.000000 Penalty: 5307.849609
	Iteration 30Q: 3 clusters Score -8154574 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -8154580.500000 Penalty: 5307.849609
	Iteration 31Q: 3 clusters Score -8154580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -8154621.500000 Penalty: 5307.849609
	Iteration 32Q: 3 clusters Score -8154622 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -8154624.500000 Penalty: 5307.849609
	Iteration 33Q: 3 clusters Score -8154624 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -8154631.000000 Penalty: 5307.849609
	Iteration 34Q: 3 clusters Score -8154631 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -8154643.500000 Penalty: 5307.849609
	Iteration 35Q: 3 clusters Score -8154644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -8154649.500000 Penalty: 5307.849609
	Iteration 36Q: 3 clusters Score -8154650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -8154667.000000 Penalty: 5307.849609
	Iteration 37Q: 3 clusters Score -8154667 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -8154665.500000 Penalty: 5307.849609
	Iteration 38Q: 3 clusters Score -8154666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -8154663.000000 Penalty: 5307.849609
	Iteration 39Q: 3 clusters Score -8154663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -8154666.500000 Penalty: 5307.849609
	Iteration 40F: 3 clusters Score -8154666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -8154685.000000 Penalty: 5307.849609
	Iteration 41Q: 3 clusters Score -8154685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -8154680.000000 Penalty: 5307.849609
	Iteration 42Q: 3 clusters Score -8154680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -8154696.500000 Penalty: 5307.849609
	Iteration 43Q: 3 clusters Score -8154696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -8154699.500000 Penalty: 5307.849609
	Iteration 44Q: 3 clusters Score -8154700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -8154694.000000 Penalty: 5307.849609
	Iteration 45Q: 3 clusters Score -8154694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -8154701.500000 Penalty: 5307.849609
	Iteration 46Q: 3 clusters Score -8154702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -8154706.000000 Penalty: 5307.849609
	Iteration 47Q: 3 clusters Score -8154706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -8154701.000000 Penalty: 5307.849609
	Iteration 48Q: 3 clusters Score -8154701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -8154712.000000 Penalty: 5307.849609
	Iteration 49Q: 3 clusters Score -8154712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -8154720.500000 Penalty: 5307.849609
	Iteration 50Q: 3 clusters Score -8154720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -8154730.000000 Penalty: 5307.849609
	Iteration 51Q: 3 clusters Score -8154730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -8154742.000000 Penalty: 5307.849609
	Iteration 52Q: 3 clusters Score -8154742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -8154747.500000 Penalty: 5307.849609
	Iteration 53Q: 3 clusters Score -8154748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -8154753.500000 Penalty: 5307.849609
	Iteration 54Q: 3 clusters Score -8154754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -8154758.500000 Penalty: 5307.849609
	Iteration 55Q: 3 clusters Score -8154758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -8154759.500000 Penalty: 5307.849609
	Iteration 56Q: 3 clusters Score -8154760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -8154760.500000 Penalty: 5307.849609
	Iteration 57Q: 3 clusters Score -8154760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -8154787.000000 Penalty: 5307.849609
	Iteration 58Q: 3 clusters Score -8154787 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -8154784.000000 Penalty: 5307.849609
	Iteration 59Q: 3 clusters Score -8154784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -8154782.000000 Penalty: 5307.849609
	Iteration 60F: 3 clusters Score -8154782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -8154787.500000 Penalty: 5307.849609
	Iteration 61Q: 3 clusters Score -8154788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -8154775.000000 Penalty: 5307.849609
	Iteration 62Q: 3 clusters Score -8154775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -8154782.500000 Penalty: 5307.849609
	Iteration 63Q: 3 clusters Score -8154782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -8154788.000000 Penalty: 5307.849609
	Iteration 64Q: 3 clusters Score -8154788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -8154782.500000 Penalty: 5307.849609
	Iteration 65Q: 3 clusters Score -8154782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -8154788.500000 Penalty: 5307.849609
	Iteration 66Q: 3 clusters Score -8154788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -8154788.500000 Penalty: 5307.849609
	Iteration 67Q: 3 clusters Score -8154788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -8154795.000000 Penalty: 5307.849609
	Iteration 68Q: 3 clusters Score -8154795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -8154800.000000 Penalty: 5307.849609
	Iteration 69Q: 3 clusters Score -8154800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -8154794.500000 Penalty: 5307.849609
	Iteration 70Q: 3 clusters Score -8154794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -8154804.500000 Penalty: 5307.849609
	Iteration 71Q: 3 clusters Score -8154804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -8154796.000000 Penalty: 5307.849609
	Iteration 72Q: 3 clusters Score -8154796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -8154800.000000 Penalty: 5307.849609
	Iteration 73Q: 3 clusters Score -8154800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -8154786.000000 Penalty: 5307.849609
	Iteration 74Q: 3 clusters Score -8154786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -8154793.000000 Penalty: 5307.849609
	Iteration 75Q: 3 clusters Score -8154793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -8154794.000000 Penalty: 5307.849609
	Iteration 76Q: 3 clusters Score -8154794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -8154787.000000 Penalty: 5307.849609
	Iteration 77Q: 3 clusters Score -8154787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -8154793.500000 Penalty: 5307.849609
	Iteration 78Q: 3 clusters Score -8154794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -8154802.000000 Penalty: 5307.849609
	Iteration 79Q: 3 clusters Score -8154802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -8154803.500000 Penalty: 5307.849609
	Iteration 80F: 3 clusters Score -8154804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -8154810.500000 Penalty: 5307.849609
	Iteration 81Q: 3 clusters Score -8154810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -8154812.000000 Penalty: 5307.849609
	Iteration 82Q: 3 clusters Score -8154812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -8154800.500000 Penalty: 5307.849609
	Iteration 83Q: 3 clusters Score -8154800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -8154800.500000 Penalty: 5307.849609
	Iteration 84Q: 3 clusters Score -8154800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -8154814.500000 Penalty: 5307.849609
	Iteration 85Q: 3 clusters Score -8154814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -8154803.500000 Penalty: 5307.849609
	Iteration 86Q: 3 clusters Score -8154804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -8154805.000000 Penalty: 5307.849609
	Iteration 87Q: 3 clusters Score -8154805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -8154803.500000 Penalty: 5307.849609
	Iteration 88Q: 3 clusters Score -8154804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -8154810.500000 Penalty: 5307.849609
	Iteration 89Q: 3 clusters Score -8154810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -8154819.000000 Penalty: 5307.849609
	Iteration 90Q: 3 clusters Score -8154819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -8154823.000000 Penalty: 5307.849609
	Iteration 91Q: 3 clusters Score -8154823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -8154819.500000 Penalty: 5307.849609
	Iteration 92Q: 3 clusters Score -8154820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -8154814.000000 Penalty: 5307.849609
	Iteration 93Q: 3 clusters Score -8154814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -8154814.500000 Penalty: 5307.849609
	Iteration 94Q: 3 clusters Score -8154814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -8154814.000000 Penalty: 5307.849609
	Iteration 95Q: 3 clusters Score -8154814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -8154816.000000 Penalty: 5307.849609
	Iteration 96Q: 3 clusters Score -8154816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -8154819.000000 Penalty: 5307.849609
	Iteration 97Q: 3 clusters Score -8154819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -8154821.000000 Penalty: 5307.849609
	Iteration 98Q: 3 clusters Score -8154821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -8154815.500000 Penalty: 5307.849609
	Iteration 99Q: 3 clusters Score -8154816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -8154818.500000 Penalty: 5307.849609
	Iteration 100F: 3 clusters Score -8154818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -8154816.500000 Penalty: 5307.849609
	Iteration 101Q: 3 clusters Score -8154816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -8154810.000000 Penalty: 5307.849609
	Iteration 102Q: 3 clusters Score -8154810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -8154833.000000 Penalty: 5307.849609
	Iteration 103Q: 3 clusters Score -8154833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -8154841.000000 Penalty: 5307.849609
	Iteration 104Q: 3 clusters Score -8154841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -8154855.000000 Penalty: 5307.849609
	Iteration 105Q: 3 clusters Score -8154855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -8154849.000000 Penalty: 5307.849609
	Iteration 106Q: 3 clusters Score -8154849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -8154843.000000 Penalty: 5307.849609
	Iteration 107Q: 3 clusters Score -8154843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -8154842.000000 Penalty: 5307.849609
	Iteration 108Q: 3 clusters Score -8154842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -8154843.000000 Penalty: 5307.849609
	Iteration 109Q: 3 clusters Score -8154843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -8154857.500000 Penalty: 5307.849609
	Iteration 110Q: 3 clusters Score -8154858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -8154850.500000 Penalty: 5307.849609
	Iteration 111Q: 3 clusters Score -8154850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -8154852.000000 Penalty: 5307.849609
	Iteration 112Q: 3 clusters Score -8154852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -8154846.500000 Penalty: 5307.849609
	Iteration 113Q: 3 clusters Score -8154846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -8154850.000000 Penalty: 5307.849609
	Iteration 114Q: 3 clusters Score -8154850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -8154859.000000 Penalty: 5307.849609
	Iteration 115Q: 3 clusters Score -8154859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -8154852.000000 Penalty: 5307.849609
	Iteration 116Q: 3 clusters Score -8154852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -8154852.000000 Penalty: 5307.849609
	Iteration 117F: 3 clusters Score -8154852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Entering Unmasked Estep 
Score: -427212.781250 Penalty: 1938.371460
	Iteration 0F: 2 clusters Score -427212.8 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 1214 members 
Entering Unmasked Estep 
Score: -424269.375000 Penalty: 3876.742920
	Iteration 0F: 3 clusters Score -424269.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -424867.062500 Penalty: 3876.742920
	Iteration 1F: 3 clusters Score -424867.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -425110.531250 Penalty: 3876.742920
	Iteration 2F: 3 clusters Score -425110.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -425308.531250 Penalty: 3876.742920
	Iteration 3F: 3 clusters Score -425308.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -425470.500000 Penalty: 3876.742920
	Iteration 4F: 3 clusters Score -425470.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -425587.000000 Penalty: 3876.742920
	Iteration 5Q: 3 clusters Score -425587 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -425681.500000 Penalty: 3876.742920
	Iteration 6Q: 3 clusters Score -425681.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -425790.187500 Penalty: 3876.742920
	Iteration 7Q: 3 clusters Score -425790.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -425871.468750 Penalty: 3876.742920
	Iteration 8Q: 3 clusters Score -425871.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -425924.656250 Penalty: 3876.742920
	Iteration 9Q: 3 clusters Score -425924.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -425973.750000 Penalty: 3876.742920
	Iteration 10Q: 3 clusters Score -425973.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -426024.750000 Penalty: 3876.742920
	Iteration 11Q: 3 clusters Score -426024.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -426070.687500 Penalty: 3876.742920
	Iteration 12Q: 3 clusters Score -426070.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -426102.656250 Penalty: 3876.742920
	Iteration 13Q: 3 clusters Score -426102.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -426130.937500 Penalty: 3876.742920
	Iteration 14Q: 3 clusters Score -426130.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -426151.187500 Penalty: 3876.742920
	Iteration 15Q: 3 clusters Score -426151.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -426165.718750 Penalty: 3876.742920
	Iteration 16Q: 3 clusters Score -426165.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -426178.593750 Penalty: 3876.742920
	Iteration 17Q: 3 clusters Score -426178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -426186.375000 Penalty: 3876.742920
	Iteration 18Q: 3 clusters Score -426186.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -426192.750000 Penalty: 3876.742920
	Iteration 19Q: 3 clusters Score -426192.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -426199.750000 Penalty: 3876.742920
	Iteration 20F: 3 clusters Score -426199.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -426209.656250 Penalty: 3876.742920
	Iteration 21Q: 3 clusters Score -426209.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -426228.000000 Penalty: 3876.742920
	Iteration 22Q: 3 clusters Score -426228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -426246.187500 Penalty: 3876.742920
	Iteration 23Q: 3 clusters Score -426246.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -426270.250000 Penalty: 3876.742920
	Iteration 24Q: 3 clusters Score -426270.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -426300.937500 Penalty: 3876.742920
	Iteration 25Q: 3 clusters Score -426300.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -426331.781250 Penalty: 3876.742920
	Iteration 26Q: 3 clusters Score -426331.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -426357.250000 Penalty: 3876.742920
	Iteration 27Q: 3 clusters Score -426357.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -426380.750000 Penalty: 3876.742920
	Iteration 28Q: 3 clusters Score -426380.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -426396.843750 Penalty: 3876.742920
	Iteration 29Q: 3 clusters Score -426396.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -426406.625000 Penalty: 3876.742920
	Iteration 30Q: 3 clusters Score -426406.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -426418.250000 Penalty: 3876.742920
	Iteration 31Q: 3 clusters Score -426418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -426434.156250 Penalty: 3876.742920
	Iteration 32Q: 3 clusters Score -426434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -426455.718750 Penalty: 3876.742920
	Iteration 33Q: 3 clusters Score -426455.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -426494.250000 Penalty: 3876.742920
	Iteration 34Q: 3 clusters Score -426494.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -426518.187500 Penalty: 3876.742920
	Iteration 35Q: 3 clusters Score -426518.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -426543.500000 Penalty: 3876.742920
	Iteration 36Q: 3 clusters Score -426543.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -426571.250000 Penalty: 3876.742920
	Iteration 37Q: 3 clusters Score -426571.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -426595.593750 Penalty: 3876.742920
	Iteration 38Q: 3 clusters Score -426595.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -426614.312500 Penalty: 3876.742920
	Iteration 39Q: 3 clusters Score -426614.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -426629.500000 Penalty: 3876.742920
	Iteration 40F: 3 clusters Score -426629.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -426639.437500 Penalty: 3876.742920
	Iteration 41Q: 3 clusters Score -426639.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -426644.218750 Penalty: 3876.742920
	Iteration 42Q: 3 clusters Score -426644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -426645.468750 Penalty: 3876.742920
	Iteration 43Q: 3 clusters Score -426645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -426649.531250 Penalty: 3876.742920
	Iteration 44Q: 3 clusters Score -426649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -426654.312500 Penalty: 3876.742920
	Iteration 45Q: 3 clusters Score -426654.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -426657.031250 Penalty: 3876.742920
	Iteration 46Q: 3 clusters Score -426657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -426657.750000 Penalty: 3876.742920
	Iteration 47Q: 3 clusters Score -426657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -426657.656250 Penalty: 3876.742920
	Iteration 48Q: 3 clusters Score -426657.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -426657.656250 Penalty: 3876.742920
	Iteration 49F: 3 clusters Score -426657.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Entering Unmasked Estep 
Score: -8957814.000000 Penalty: 2672.875977
	Iteration 0F: 2 clusters Score -8957814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -8927483.000000 Penalty: 5345.751953
	Iteration 0F: 3 clusters Score -8927483 nChanged 22147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -8939679.000000 Penalty: 5345.751953
	Iteration 1F: 3 clusters Score -8939679 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -8940232.000000 Penalty: 5345.751953
	Iteration 2Q: 3 clusters Score -8940232 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -8940919.000000 Penalty: 5345.751953
	Iteration 3Q: 3 clusters Score -8940919 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -8941890.000000 Penalty: 5345.751953
	Iteration 4Q: 3 clusters Score -8941890 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -8943073.000000 Penalty: 5345.751953
	Iteration 5F: 3 clusters Score -8943073 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -8944650.000000 Penalty: 5345.751953
	Iteration 6F: 3 clusters Score -8944650 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -8946579.000000 Penalty: 5345.751953
	Iteration 7F: 3 clusters Score -8946579 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -8948989.000000 Penalty: 5345.751953
	Iteration 8F: 3 clusters Score -8948989 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -8951550.000000 Penalty: 5345.751953
	Iteration 9F: 3 clusters Score -8951550 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -8953471.000000 Penalty: 5345.751953
	Iteration 10F: 3 clusters Score -8953471 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8954512.000000 Penalty: 5345.751953
	Iteration 11Q: 3 clusters Score -8954512 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8955083.000000 Penalty: 5345.751953
	Iteration 12Q: 3 clusters Score -8955083 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8955317.000000 Penalty: 5345.751953
	Iteration 13Q: 3 clusters Score -8955317 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8955389.000000 Penalty: 5345.751953
	Iteration 14Q: 3 clusters Score -8955389 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8955448.000000 Penalty: 5345.751953
	Iteration 15Q: 3 clusters Score -8955448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8955498.000000 Penalty: 5345.751953
	Iteration 16Q: 3 clusters Score -8955498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8955518.000000 Penalty: 5345.751953
	Iteration 17Q: 3 clusters Score -8955518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8955526.000000 Penalty: 5345.751953
	Iteration 18Q: 3 clusters Score -8955526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8955551.000000 Penalty: 5345.751953
	Iteration 19Q: 3 clusters Score -8955551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8955566.000000 Penalty: 5345.751953
	Iteration 20F: 3 clusters Score -8955566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8955573.000000 Penalty: 5345.751953
	Iteration 21Q: 3 clusters Score -8955573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8955576.000000 Penalty: 5345.751953
	Iteration 22Q: 3 clusters Score -8955576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8955587.000000 Penalty: 5345.751953
	Iteration 23Q: 3 clusters Score -8955587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8955586.000000 Penalty: 5345.751953
	Iteration 24Q: 3 clusters Score -8955586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8955596.000000 Penalty: 5345.751953
	Iteration 25Q: 3 clusters Score -8955596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8955603.000000 Penalty: 5345.751953
	Iteration 26Q: 3 clusters Score -8955603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8955595.000000 Penalty: 5345.751953
	Iteration 27Q: 3 clusters Score -8955595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8955595.000000 Penalty: 5345.751953
	Iteration 28F: 3 clusters Score -8955595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -41113.578125 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -41113.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39893.214844 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -39893.21 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40423.726562 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -40423.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40984.519531 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -40984.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -41295.273438 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -41295.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41557.476562 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -41557.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -41696.378906 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -41696.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41741.171875 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -41741.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41749.140625 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -41749.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41749.140625 Penalty: 3064.260254
	Iteration 8F: 3 clusters Score -41749.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39012 members 
Mstep: Class 4 contains 29263 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32231 members 
Mstep: Class 11 contains 17733 members 
Mstep: Class 12 contains 44388 members 
Mstep: Class 13 contains 18625 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28927 members 
Mstep: Class 16 contains 44414 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47941 members 
Mstep: Class 19 contains 354 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50929 members 
Mstep: Class 24 contains 52186 members 
Mstep: Class 25 contains 23417 members 
Mstep: Class 26 contains 45820 members 
Mstep: Class 27 contains 48798 members 
Mstep: Class 28 contains 15330 members 
Mstep: Class 29 contains 128 members 
Entering Unmasked Estep 
Score: -106723464.000000 Penalty: 95503.882812
Splitting cluster 19 changes total score from -106724800.000000 to -106723464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -615138.187500 Penalty: 2011.683838
	Iteration 0F: 2 clusters Score -615138.2 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 1694 members 
Entering Unmasked Estep 
Score: -611664.125000 Penalty: 4023.367676
	Iteration 0F: 3 clusters Score -611664.1 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -612365.312500 Penalty: 4023.367676
	Iteration 1F: 3 clusters Score -612365.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -612545.562500 Penalty: 4023.367676
	Iteration 2F: 3 clusters Score -612545.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -612648.000000 Penalty: 4023.367676
	Iteration 3Q: 3 clusters Score -612648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -612716.437500 Penalty: 4023.367676
	Iteration 4Q: 3 clusters Score -612716.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -612752.312500 Penalty: 4023.367676
	Iteration 5Q: 3 clusters Score -612752.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -612788.437500 Penalty: 4023.367676
	Iteration 6Q: 3 clusters Score -612788.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -612809.875000 Penalty: 4023.367676
	Iteration 7Q: 3 clusters Score -612809.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -612829.125000 Penalty: 4023.367676
	Iteration 8Q: 3 clusters Score -612829.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -612844.687500 Penalty: 4023.367676
	Iteration 9Q: 3 clusters Score -612844.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -612855.937500 Penalty: 4023.367676
	Iteration 10Q: 3 clusters Score -612855.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -612870.250000 Penalty: 4023.367676
	Iteration 11Q: 3 clusters Score -612870.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -612884.437500 Penalty: 4023.367676
	Iteration 12Q: 3 clusters Score -612884.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -612897.312500 Penalty: 4023.367676
	Iteration 13Q: 3 clusters Score -612897.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -612912.437500 Penalty: 4023.367676
	Iteration 14Q: 3 clusters Score -612912.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -612926.375000 Penalty: 4023.367676
	Iteration 15Q: 3 clusters Score -612926.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -612942.000000 Penalty: 4023.367676
	Iteration 16Q: 3 clusters Score -612942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -612954.812500 Penalty: 4023.367676
	Iteration 17Q: 3 clusters Score -612954.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -612963.875000 Penalty: 4023.367676
	Iteration 18Q: 3 clusters Score -612963.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -612970.750000 Penalty: 4023.367676
	Iteration 19Q: 3 clusters Score -612970.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -612974.625000 Penalty: 4023.367676
	Iteration 20F: 3 clusters Score -612974.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -612975.812500 Penalty: 4023.367676
	Iteration 21Q: 3 clusters Score -612975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -612977.437500 Penalty: 4023.367676
	Iteration 22Q: 3 clusters Score -612977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -612978.187500 Penalty: 4023.367676
	Iteration 23Q: 3 clusters Score -612978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -612976.187500 Penalty: 4023.367676
	Iteration 24Q: 3 clusters Score -612976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -612976.187500 Penalty: 4023.367676
	Iteration 25F: 3 clusters Score -612976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Entering Unmasked Estep 
Score: -2144142.000000 Penalty: 2316.615967
	Iteration 0F: 2 clusters Score -2144142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2135670.000000 Penalty: 4633.231934
	Iteration 0F: 3 clusters Score -2135670 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2138011.500000 Penalty: 4633.231934
	Iteration 1F: 3 clusters Score -2138012 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2138269.500000 Penalty: 4633.231934
	Iteration 2F: 3 clusters Score -2138270 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2138462.250000 Penalty: 4633.231934
	Iteration 3Q: 3 clusters Score -2138462 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2138610.000000 Penalty: 4633.231934
	Iteration 4Q: 3 clusters Score -2138610 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2138746.000000 Penalty: 4633.231934
	Iteration 5Q: 3 clusters Score -2138746 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2138846.250000 Penalty: 4633.231934
	Iteration 6Q: 3 clusters Score -2138846 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2138929.000000 Penalty: 4633.231934
	Iteration 7Q: 3 clusters Score -2138929 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2139000.250000 Penalty: 4633.231934
	Iteration 8Q: 3 clusters Score -2139000 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2139052.500000 Penalty: 4633.231934
	Iteration 9Q: 3 clusters Score -2139052 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2139096.750000 Penalty: 4633.231934
	Iteration 10Q: 3 clusters Score -2139097 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2139140.000000 Penalty: 4633.231934
	Iteration 11Q: 3 clusters Score -2139140 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2139189.500000 Penalty: 4633.231934
	Iteration 12Q: 3 clusters Score -2139190 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2139238.000000 Penalty: 4633.231934
	Iteration 13Q: 3 clusters Score -2139238 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2139296.000000 Penalty: 4633.231934
	Iteration 14Q: 3 clusters Score -2139296 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2139340.500000 Penalty: 4633.231934
	Iteration 15Q: 3 clusters Score -2139340 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2139421.000000 Penalty: 4633.231934
	Iteration 16Q: 3 clusters Score -2139421 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2139519.000000 Penalty: 4633.231934
	Iteration 17Q: 3 clusters Score -2139519 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2139629.500000 Penalty: 4633.231934
	Iteration 18Q: 3 clusters Score -2139630 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2139766.000000 Penalty: 4633.231934
	Iteration 19Q: 3 clusters Score -2139766 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2139924.750000 Penalty: 4633.231934
	Iteration 20F: 3 clusters Score -2139925 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2140136.500000 Penalty: 4633.231934
	Iteration 21Q: 3 clusters Score -2140136 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2140362.500000 Penalty: 4633.231934
	Iteration 22Q: 3 clusters Score -2140362 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2140604.250000 Penalty: 4633.231934
	Iteration 23Q: 3 clusters Score -2140604 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2140842.000000 Penalty: 4633.231934
	Iteration 24Q: 3 clusters Score -2140842 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2141087.750000 Penalty: 4633.231934
	Iteration 25Q: 3 clusters Score -2141088 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2141316.750000 Penalty: 4633.231934
	Iteration 26Q: 3 clusters Score -2141317 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2141503.250000 Penalty: 4633.231934
	Iteration 27Q: 3 clusters Score -2141503 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2141652.500000 Penalty: 4633.231934
	Iteration 28Q: 3 clusters Score -2141652 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2141783.500000 Penalty: 4633.231934
	Iteration 29Q: 3 clusters Score -2141784 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2141882.500000 Penalty: 4633.231934
	Iteration 30Q: 3 clusters Score -2141882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2141949.750000 Penalty: 4633.231934
	Iteration 31Q: 3 clusters Score -2141950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2141996.500000 Penalty: 4633.231934
	Iteration 32Q: 3 clusters Score -2141996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2142023.500000 Penalty: 4633.231934
	Iteration 33Q: 3 clusters Score -2142024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2142044.500000 Penalty: 4633.231934
	Iteration 34Q: 3 clusters Score -2142044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2142063.500000 Penalty: 4633.231934
	Iteration 35Q: 3 clusters Score -2142064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2142082.500000 Penalty: 4633.231934
	Iteration 36Q: 3 clusters Score -2142082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2142093.000000 Penalty: 4633.231934
	Iteration 37Q: 3 clusters Score -2142093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2142105.250000 Penalty: 4633.231934
	Iteration 38Q: 3 clusters Score -2142105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2142115.000000 Penalty: 4633.231934
	Iteration 39Q: 3 clusters Score -2142115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2142118.250000 Penalty: 4633.231934
	Iteration 40F: 3 clusters Score -2142118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2142124.250000 Penalty: 4633.231934
	Iteration 41Q: 3 clusters Score -2142124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2142129.750000 Penalty: 4633.231934
	Iteration 42Q: 3 clusters Score -2142130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2142134.250000 Penalty: 4633.231934
	Iteration 43Q: 3 clusters Score -2142134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2142136.250000 Penalty: 4633.231934
	Iteration 44Q: 3 clusters Score -2142136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2142138.000000 Penalty: 4633.231934
	Iteration 45Q: 3 clusters Score -2142138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2142138.750000 Penalty: 4633.231934
	Iteration 46Q: 3 clusters Score -2142139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2142141.500000 Penalty: 4633.231934
	Iteration 47Q: 3 clusters Score -2142142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2142141.500000 Penalty: 4633.231934
	Iteration 48F: 3 clusters Score -2142142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -60142.007812 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -60142.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -58966.171875 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -58966.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -59036.550781 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -59036.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -59059.796875 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -59059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -59069.527344 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -59069.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -59092.472656 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -59092.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -59111.000000 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -59111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -59122.515625 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -59122.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -59134.480469 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -59134.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -59142.089844 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -59142.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -59154.808594 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -59154.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -59169.941406 Penalty: 2793.081055
	Iteration 10Q: 3 clusters Score -59169.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -59173.242188 Penalty: 2793.081055
	Iteration 11Q: 3 clusters Score -59173.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -59174.191406 Penalty: 2793.081055
	Iteration 12Q: 3 clusters Score -59174.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -59174.191406 Penalty: 2793.081055
	Iteration 13F: 3 clusters Score -59174.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Entering Unmasked Estep 
Score: -9489427.000000 Penalty: 2687.870605
	Iteration 0F: 2 clusters Score -9489427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -9458823.000000 Penalty: 5375.741211
	Iteration 0F: 3 clusters Score -9458823 nChanged 23574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -9471714.000000 Penalty: 5375.741211
	Iteration 1F: 3 clusters Score -9471714 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -9472231.000000 Penalty: 5375.741211
	Iteration 2Q: 3 clusters Score -9472231 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -9472823.000000 Penalty: 5375.741211
	Iteration 3Q: 3 clusters Score -9472823 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -9473564.000000 Penalty: 5375.741211
	Iteration 4Q: 3 clusters Score -9473564 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -9474548.000000 Penalty: 5375.741211
	Iteration 5Q: 3 clusters Score -9474548 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -9475878.000000 Penalty: 5375.741211
	Iteration 6Q: 3 clusters Score -9475878 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -9477783.000000 Penalty: 5375.741211
	Iteration 7F: 3 clusters Score -9477783 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -9480221.000000 Penalty: 5375.741211
	Iteration 8F: 3 clusters Score -9480221 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -9483075.000000 Penalty: 5375.741211
	Iteration 9F: 3 clusters Score -9483075 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -9485155.000000 Penalty: 5375.741211
	Iteration 10F: 3 clusters Score -9485155 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -9486449.000000 Penalty: 5375.741211
	Iteration 11Q: 3 clusters Score -9486449 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -9487229.000000 Penalty: 5375.741211
	Iteration 12Q: 3 clusters Score -9487229 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -9487404.000000 Penalty: 5375.741211
	Iteration 13Q: 3 clusters Score -9487404 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -9487393.000000 Penalty: 5375.741211
	Iteration 14Q: 3 clusters Score -9487393 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -9487284.000000 Penalty: 5375.741211
	Iteration 15Q: 3 clusters Score -9487284 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -9487162.000000 Penalty: 5375.741211
	Iteration 16Q: 3 clusters Score -9487162 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -9487181.000000 Penalty: 5375.741211
	Iteration 17Q: 3 clusters Score -9487181 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -9487207.000000 Penalty: 5375.741211
	Iteration 18Q: 3 clusters Score -9487207 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -9487223.000000 Penalty: 5375.741211
	Iteration 19Q: 3 clusters Score -9487223 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -9487267.000000 Penalty: 5375.741211
	Iteration 20F: 3 clusters Score -9487267 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -9487275.000000 Penalty: 5375.741211
	Iteration 21Q: 3 clusters Score -9487275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -9487304.000000 Penalty: 5375.741211
	Iteration 22Q: 3 clusters Score -9487304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -9487296.000000 Penalty: 5375.741211
	Iteration 23Q: 3 clusters Score -9487296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -9487293.000000 Penalty: 5375.741211
	Iteration 24Q: 3 clusters Score -9487293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -9487317.000000 Penalty: 5375.741211
	Iteration 25Q: 3 clusters Score -9487317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -9487343.000000 Penalty: 5375.741211
	Iteration 26Q: 3 clusters Score -9487343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -9487352.000000 Penalty: 5375.741211
	Iteration 27Q: 3 clusters Score -9487352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -9487354.000000 Penalty: 5375.741211
	Iteration 28Q: 3 clusters Score -9487354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -9487358.000000 Penalty: 5375.741211
	Iteration 29Q: 3 clusters Score -9487358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -9487354.000000 Penalty: 5375.741211
	Iteration 30Q: 3 clusters Score -9487354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -9487346.000000 Penalty: 5375.741211
	Iteration 31Q: 3 clusters Score -9487346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -9487363.000000 Penalty: 5375.741211
	Iteration 32Q: 3 clusters Score -9487363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -9487363.000000 Penalty: 5375.741211
	Iteration 33Q: 3 clusters Score -9487363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -9487363.000000 Penalty: 5375.741211
	Iteration 34F: 3 clusters Score -9487363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Entering Unmasked Estep 
Score: -9732986.000000 Penalty: 2693.917236
	Iteration 0F: 2 clusters Score -9732986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -9702033.000000 Penalty: 5387.834473
	Iteration 0F: 3 clusters Score -9702033 nChanged 24192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -9715678.000000 Penalty: 5387.834473
	Iteration 1F: 3 clusters Score -9715678 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -9716624.000000 Penalty: 5387.834473
	Iteration 2Q: 3 clusters Score -9716624 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -9717782.000000 Penalty: 5387.834473
	Iteration 3F: 3 clusters Score -9717782 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -9719338.000000 Penalty: 5387.834473
	Iteration 4F: 3 clusters Score -9719338 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -9721536.000000 Penalty: 5387.834473
	Iteration 5F: 3 clusters Score -9721536 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -9724139.000000 Penalty: 5387.834473
	Iteration 6F: 3 clusters Score -9724139 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -9726887.000000 Penalty: 5387.834473
	Iteration 7F: 3 clusters Score -9726887 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -9729227.000000 Penalty: 5387.834473
	Iteration 8F: 3 clusters Score -9729227 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -9730553.000000 Penalty: 5387.834473
	Iteration 9Q: 3 clusters Score -9730553 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -9731254.000000 Penalty: 5387.834473
	Iteration 10Q: 3 clusters Score -9731254 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -9731760.000000 Penalty: 5387.834473
	Iteration 11Q: 3 clusters Score -9731760 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -9732136.000000 Penalty: 5387.834473
	Iteration 12Q: 3 clusters Score -9732136 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -9732516.000000 Penalty: 5387.834473
	Iteration 13Q: 3 clusters Score -9732516 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -9732814.000000 Penalty: 5387.834473
	Iteration 14Q: 3 clusters Score -9732814 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -9733038.000000 Penalty: 5387.834473
	Iteration 15Q: 3 clusters Score -9733038 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -9733192.000000 Penalty: 5387.834473
	Iteration 16Q: 3 clusters Score -9733192 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -9733352.000000 Penalty: 5387.834473
	Iteration 17Q: 3 clusters Score -9733352 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -9733429.000000 Penalty: 5387.834473
	Iteration 18Q: 3 clusters Score -9733429 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -9733439.000000 Penalty: 5387.834473
	Iteration 19Q: 3 clusters Score -9733439 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -9733437.000000 Penalty: 5387.834473
	Iteration 20F: 3 clusters Score -9733437 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -9733470.000000 Penalty: 5387.834473
	Iteration 21Q: 3 clusters Score -9733470 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -9733416.000000 Penalty: 5387.834473
	Iteration 22Q: 3 clusters Score -9733416 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -9733377.000000 Penalty: 5387.834473
	Iteration 23Q: 3 clusters Score -9733377 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -9733360.000000 Penalty: 5387.834473
	Iteration 24Q: 3 clusters Score -9733360 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -9733303.000000 Penalty: 5387.834473
	Iteration 25Q: 3 clusters Score -9733303 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -9733257.000000 Penalty: 5387.834473
	Iteration 26Q: 3 clusters Score -9733257 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -9733212.000000 Penalty: 5387.834473
	Iteration 27Q: 3 clusters Score -9733212 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -9733186.000000 Penalty: 5387.834473
	Iteration 28Q: 3 clusters Score -9733186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -9733189.000000 Penalty: 5387.834473
	Iteration 29Q: 3 clusters Score -9733189 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -9733135.000000 Penalty: 5387.834473
	Iteration 30Q: 3 clusters Score -9733135 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -9733120.000000 Penalty: 5387.834473
	Iteration 31Q: 3 clusters Score -9733120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -9733117.000000 Penalty: 5387.834473
	Iteration 32Q: 3 clusters Score -9733117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -9733132.000000 Penalty: 5387.834473
	Iteration 33Q: 3 clusters Score -9733132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -9733125.000000 Penalty: 5387.834473
	Iteration 34Q: 3 clusters Score -9733125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -9733132.000000 Penalty: 5387.834473
	Iteration 35Q: 3 clusters Score -9733132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -9733128.000000 Penalty: 5387.834473
	Iteration 36Q: 3 clusters Score -9733128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -9733117.000000 Penalty: 5387.834473
	Iteration 37Q: 3 clusters Score -9733117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -9733112.000000 Penalty: 5387.834473
	Iteration 38Q: 3 clusters Score -9733112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -9733122.000000 Penalty: 5387.834473
	Iteration 39Q: 3 clusters Score -9733122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -9733125.000000 Penalty: 5387.834473
	Iteration 40F: 3 clusters Score -9733125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -9733122.000000 Penalty: 5387.834473
	Iteration 41Q: 3 clusters Score -9733122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -9733132.000000 Penalty: 5387.834473
	Iteration 42Q: 3 clusters Score -9733132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -9733129.000000 Penalty: 5387.834473
	Iteration 43Q: 3 clusters Score -9733129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -9733137.000000 Penalty: 5387.834473
	Iteration 44Q: 3 clusters Score -9733137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -9733144.000000 Penalty: 5387.834473
	Iteration 45Q: 3 clusters Score -9733144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -9733139.000000 Penalty: 5387.834473
	Iteration 46Q: 3 clusters Score -9733139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -9733149.000000 Penalty: 5387.834473
	Iteration 47Q: 3 clusters Score -9733149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -9733158.000000 Penalty: 5387.834473
	Iteration 48Q: 3 clusters Score -9733158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -9733148.000000 Penalty: 5387.834473
	Iteration 49Q: 3 clusters Score -9733148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -9733143.000000 Penalty: 5387.834473
	Iteration 50Q: 3 clusters Score -9733143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -9733146.000000 Penalty: 5387.834473
	Iteration 51Q: 3 clusters Score -9733146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -9733141.000000 Penalty: 5387.834473
	Iteration 52Q: 3 clusters Score -9733141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -9733141.000000 Penalty: 5387.834473
	Iteration 53Q: 3 clusters Score -9733141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -9733128.000000 Penalty: 5387.834473
	Iteration 54Q: 3 clusters Score -9733128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -9733140.000000 Penalty: 5387.834473
	Iteration 55Q: 3 clusters Score -9733140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -9733139.000000 Penalty: 5387.834473
	Iteration 56Q: 3 clusters Score -9733139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -9733127.000000 Penalty: 5387.834473
	Iteration 57Q: 3 clusters Score -9733127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -9733131.000000 Penalty: 5387.834473
	Iteration 58Q: 3 clusters Score -9733131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -9733130.000000 Penalty: 5387.834473
	Iteration 59Q: 3 clusters Score -9733130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -9733134.000000 Penalty: 5387.834473
	Iteration 60F: 3 clusters Score -9733134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -9733138.000000 Penalty: 5387.834473
	Iteration 61Q: 3 clusters Score -9733138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -9733138.000000 Penalty: 5387.834473
	Iteration 62F: 3 clusters Score -9733138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39012 members 
Mstep: Class 4 contains 29263 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32231 members 
Mstep: Class 11 contains 17733 members 
Mstep: Class 12 contains 44388 members 
Mstep: Class 13 contains 18625 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28927 members 
Mstep: Class 16 contains 44414 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47941 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50929 members 
Mstep: Class 24 contains 9048 members 
Mstep: Class 25 contains 23417 members 
Mstep: Class 26 contains 45820 members 
Mstep: Class 27 contains 48798 members 
Mstep: Class 28 contains 15330 members 
Mstep: Class 29 contains 43138 members 
Entering Unmasked Estep 
Score: -106724080.000000 Penalty: 95503.882812
Splitting cluster 24 changes total score from -106724800.000000 to -106724080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (23417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Entering Unmasked Estep 
Score: -4378886.500000 Penalty: 2495.181885
	Iteration 0F: 2 clusters Score -4378886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4362592.000000 Penalty: 4990.363770
	Iteration 0F: 3 clusters Score -4362592 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -4368094.500000 Penalty: 4990.363770
	Iteration 1F: 3 clusters Score -4368094 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -4368499.500000 Penalty: 4990.363770
	Iteration 2Q: 3 clusters Score -4368500 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4368814.000000 Penalty: 4990.363770
	Iteration 3Q: 3 clusters Score -4368814 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -4369115.500000 Penalty: 4990.363770
	Iteration 4Q: 3 clusters Score -4369116 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -4369486.000000 Penalty: 4990.363770
	Iteration 5Q: 3 clusters Score -4369486 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -4369910.000000 Penalty: 4990.363770
	Iteration 6Q: 3 clusters Score -4369910 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4370436.000000 Penalty: 4990.363770
	Iteration 7Q: 3 clusters Score -4370436 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4371223.500000 Penalty: 4990.363770
	Iteration 8F: 3 clusters Score -4371224 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4372290.500000 Penalty: 4990.363770
	Iteration 9F: 3 clusters Score -4372290 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4373543.500000 Penalty: 4990.363770
	Iteration 10F: 3 clusters Score -4373544 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4374739.500000 Penalty: 4990.363770
	Iteration 11F: 3 clusters Score -4374740 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4375545.500000 Penalty: 4990.363770
	Iteration 12Q: 3 clusters Score -4375546 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4376045.500000 Penalty: 4990.363770
	Iteration 13Q: 3 clusters Score -4376046 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4376326.000000 Penalty: 4990.363770
	Iteration 14Q: 3 clusters Score -4376326 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4376458.000000 Penalty: 4990.363770
	Iteration 15Q: 3 clusters Score -4376458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4376544.500000 Penalty: 4990.363770
	Iteration 16Q: 3 clusters Score -4376544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4376628.000000 Penalty: 4990.363770
	Iteration 17Q: 3 clusters Score -4376628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4376667.000000 Penalty: 4990.363770
	Iteration 18Q: 3 clusters Score -4376667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4376700.000000 Penalty: 4990.363770
	Iteration 19Q: 3 clusters Score -4376700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4376714.000000 Penalty: 4990.363770
	Iteration 20F: 3 clusters Score -4376714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4376722.500000 Penalty: 4990.363770
	Iteration 21Q: 3 clusters Score -4376722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4376729.000000 Penalty: 4990.363770
	Iteration 22Q: 3 clusters Score -4376729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4376729.000000 Penalty: 4990.363770
	Iteration 23F: 3 clusters Score -4376729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (45820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Entering Unmasked Estep 
Score: -8553843.000000 Penalty: 2661.654053
	Iteration 0F: 2 clusters Score -8553843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -8524059.000000 Penalty: 5323.308105
	Iteration 0F: 3 clusters Score -8524059 nChanged 21085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -8536185.000000 Penalty: 5323.308105
	Iteration 1F: 3 clusters Score -8536185 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -8537155.000000 Penalty: 5323.308105
	Iteration 2F: 3 clusters Score -8537155 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -8538190.000000 Penalty: 5323.308105
	Iteration 3F: 3 clusters Score -8538190 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -8539400.000000 Penalty: 5323.308105
	Iteration 4F: 3 clusters Score -8539400 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -8540682.000000 Penalty: 5323.308105
	Iteration 5F: 3 clusters Score -8540682 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -8542451.000000 Penalty: 5323.308105
	Iteration 6F: 3 clusters Score -8542451 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -8544579.000000 Penalty: 5323.308105
	Iteration 7F: 3 clusters Score -8544579 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -8546614.000000 Penalty: 5323.308105
	Iteration 8F: 3 clusters Score -8546614 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -8548530.000000 Penalty: 5323.308105
	Iteration 9Q: 3 clusters Score -8548530 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -8549801.000000 Penalty: 5323.308105
	Iteration 10Q: 3 clusters Score -8549801 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -8550614.000000 Penalty: 5323.308105
	Iteration 11Q: 3 clusters Score -8550614 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -8551022.000000 Penalty: 5323.308105
	Iteration 12Q: 3 clusters Score -8551022 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -8551324.000000 Penalty: 5323.308105
	Iteration 13Q: 3 clusters Score -8551324 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -8551440.000000 Penalty: 5323.308105
	Iteration 14Q: 3 clusters Score -8551440 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8551525.000000 Penalty: 5323.308105
	Iteration 15Q: 3 clusters Score -8551525 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -8551617.000000 Penalty: 5323.308105
	Iteration 16Q: 3 clusters Score -8551617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -8551646.000000 Penalty: 5323.308105
	Iteration 17Q: 3 clusters Score -8551646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8551668.000000 Penalty: 5323.308105
	Iteration 18Q: 3 clusters Score -8551668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -8551678.000000 Penalty: 5323.308105
	Iteration 19Q: 3 clusters Score -8551678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -8551697.000000 Penalty: 5323.308105
	Iteration 20F: 3 clusters Score -8551697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -8551702.000000 Penalty: 5323.308105
	Iteration 21Q: 3 clusters Score -8551702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8551706.000000 Penalty: 5323.308105
	Iteration 22Q: 3 clusters Score -8551706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8551719.000000 Penalty: 5323.308105
	Iteration 23Q: 3 clusters Score -8551719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -8551713.000000 Penalty: 5323.308105
	Iteration 24Q: 3 clusters Score -8551713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -8551725.000000 Penalty: 5323.308105
	Iteration 25Q: 3 clusters Score -8551725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8551725.000000 Penalty: 5323.308105
	Iteration 26Q: 3 clusters Score -8551725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8551724.000000 Penalty: 5323.308105
	Iteration 27Q: 3 clusters Score -8551724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8551729.000000 Penalty: 5323.308105
	Iteration 28Q: 3 clusters Score -8551729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8551729.000000 Penalty: 5323.308105
	Iteration 29F: 3 clusters Score -8551729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (48798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Entering Unmasked Estep 
Score: -9115745.000000 Penalty: 2677.270264
	Iteration 0F: 2 clusters Score -9115745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -9084975.000000 Penalty: 5354.540527
	Iteration 0F: 3 clusters Score -9084975 nChanged 22628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -9097571.000000 Penalty: 5354.540527
	Iteration 1F: 3 clusters Score -9097571 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -9098171.000000 Penalty: 5354.540527
	Iteration 2Q: 3 clusters Score -9098171 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -9098765.000000 Penalty: 5354.540527
	Iteration 3Q: 3 clusters Score -9098765 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -9099382.000000 Penalty: 5354.540527
	Iteration 4Q: 3 clusters Score -9099382 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -9100037.000000 Penalty: 5354.540527
	Iteration 5Q: 3 clusters Score -9100037 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -9100855.000000 Penalty: 5354.540527
	Iteration 6Q: 3 clusters Score -9100855 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -9101912.000000 Penalty: 5354.540527
	Iteration 7Q: 3 clusters Score -9101912 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -9103185.000000 Penalty: 5354.540527
	Iteration 8Q: 3 clusters Score -9103185 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -9104693.000000 Penalty: 5354.540527
	Iteration 9Q: 3 clusters Score -9104693 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -9106275.000000 Penalty: 5354.540527
	Iteration 10F: 3 clusters Score -9106275 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -9107847.000000 Penalty: 5354.540527
	Iteration 11F: 3 clusters Score -9107847 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -9109403.000000 Penalty: 5354.540527
	Iteration 12Q: 3 clusters Score -9109403 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -9110661.000000 Penalty: 5354.540527
	Iteration 13Q: 3 clusters Score -9110661 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -9111286.000000 Penalty: 5354.540527
	Iteration 14Q: 3 clusters Score -9111286 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -9111939.000000 Penalty: 5354.540527
	Iteration 15Q: 3 clusters Score -9111939 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -9112532.000000 Penalty: 5354.540527
	Iteration 16Q: 3 clusters Score -9112532 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -9112912.000000 Penalty: 5354.540527
	Iteration 17Q: 3 clusters Score -9112912 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -9113105.000000 Penalty: 5354.540527
	Iteration 18Q: 3 clusters Score -9113105 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -9113232.000000 Penalty: 5354.540527
	Iteration 19Q: 3 clusters Score -9113232 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -9113379.000000 Penalty: 5354.540527
	Iteration 20F: 3 clusters Score -9113379 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -9113475.000000 Penalty: 5354.540527
	Iteration 21Q: 3 clusters Score -9113475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -9113518.000000 Penalty: 5354.540527
	Iteration 22Q: 3 clusters Score -9113518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -9113559.000000 Penalty: 5354.540527
	Iteration 23Q: 3 clusters Score -9113559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -9113578.000000 Penalty: 5354.540527
	Iteration 24Q: 3 clusters Score -9113578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -9113600.000000 Penalty: 5354.540527
	Iteration 25Q: 3 clusters Score -9113600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -9113606.000000 Penalty: 5354.540527
	Iteration 26Q: 3 clusters Score -9113606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -9113605.000000 Penalty: 5354.540527
	Iteration 27Q: 3 clusters Score -9113605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -9113615.000000 Penalty: 5354.540527
	Iteration 28Q: 3 clusters Score -9113615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -9113611.000000 Penalty: 5354.540527
	Iteration 29Q: 3 clusters Score -9113611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -9113622.000000 Penalty: 5354.540527
	Iteration 30Q: 3 clusters Score -9113622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -9113618.000000 Penalty: 5354.540527
	Iteration 31Q: 3 clusters Score -9113618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -9113615.000000 Penalty: 5354.540527
	Iteration 32Q: 3 clusters Score -9113615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -9113614.000000 Penalty: 5354.540527
	Iteration 33Q: 3 clusters Score -9113614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -9113623.000000 Penalty: 5354.540527
	Iteration 34Q: 3 clusters Score -9113623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -9113621.000000 Penalty: 5354.540527
	Iteration 35Q: 3 clusters Score -9113621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -9113627.000000 Penalty: 5354.540527
	Iteration 36Q: 3 clusters Score -9113627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -9113634.000000 Penalty: 5354.540527
	Iteration 37Q: 3 clusters Score -9113634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -9113644.000000 Penalty: 5354.540527
	Iteration 38Q: 3 clusters Score -9113644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -9113643.000000 Penalty: 5354.540527
	Iteration 39Q: 3 clusters Score -9113643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -9113628.000000 Penalty: 5354.540527
	Iteration 40F: 3 clusters Score -9113628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -9113636.000000 Penalty: 5354.540527
	Iteration 41Q: 3 clusters Score -9113636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -9113642.000000 Penalty: 5354.540527
	Iteration 42Q: 3 clusters Score -9113642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -9113647.000000 Penalty: 5354.540527
	Iteration 43Q: 3 clusters Score -9113647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -9113638.000000 Penalty: 5354.540527
	Iteration 44Q: 3 clusters Score -9113638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -9113644.000000 Penalty: 5354.540527
	Iteration 45Q: 3 clusters Score -9113644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -9113646.000000 Penalty: 5354.540527
	Iteration 46Q: 3 clusters Score -9113646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -9113652.000000 Penalty: 5354.540527
	Iteration 47Q: 3 clusters Score -9113652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -9113659.000000 Penalty: 5354.540527
	Iteration 48Q: 3 clusters Score -9113659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -9113656.000000 Penalty: 5354.540527
	Iteration 49Q: 3 clusters Score -9113656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -9113655.000000 Penalty: 5354.540527
	Iteration 50Q: 3 clusters Score -9113655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -9113656.000000 Penalty: 5354.540527
	Iteration 51Q: 3 clusters Score -9113656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -9113656.000000 Penalty: 5354.540527
	Iteration 52F: 3 clusters Score -9113656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Entering Unmasked Estep 
Score: -2880759.750000 Penalty: 2390.116455
	Iteration 0F: 2 clusters Score -2880760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2869664.250000 Penalty: 4780.232910
	Iteration 0F: 3 clusters Score -2869664 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2873126.250000 Penalty: 4780.232910
	Iteration 1F: 3 clusters Score -2873126 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2873449.750000 Penalty: 4780.232910
	Iteration 2F: 3 clusters Score -2873450 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2873724.750000 Penalty: 4780.232910
	Iteration 3F: 3 clusters Score -2873725 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2874014.250000 Penalty: 4780.232910
	Iteration 4Q: 3 clusters Score -2874014 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2874319.250000 Penalty: 4780.232910
	Iteration 5Q: 3 clusters Score -2874319 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2874712.500000 Penalty: 4780.232910
	Iteration 6F: 3 clusters Score -2874712 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2875244.750000 Penalty: 4780.232910
	Iteration 7F: 3 clusters Score -2875245 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2875903.750000 Penalty: 4780.232910
	Iteration 8F: 3 clusters Score -2875904 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2876656.000000 Penalty: 4780.232910
	Iteration 9F: 3 clusters Score -2876656 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2877368.250000 Penalty: 4780.232910
	Iteration 10F: 3 clusters Score -2877368 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2877880.750000 Penalty: 4780.232910
	Iteration 11Q: 3 clusters Score -2877881 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2878186.250000 Penalty: 4780.232910
	Iteration 12Q: 3 clusters Score -2878186 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2878344.500000 Penalty: 4780.232910
	Iteration 13Q: 3 clusters Score -2878344 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2878475.500000 Penalty: 4780.232910
	Iteration 14Q: 3 clusters Score -2878476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2878546.500000 Penalty: 4780.232910
	Iteration 15Q: 3 clusters Score -2878546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2878581.250000 Penalty: 4780.232910
	Iteration 16Q: 3 clusters Score -2878581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2878613.500000 Penalty: 4780.232910
	Iteration 17Q: 3 clusters Score -2878614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2878627.750000 Penalty: 4780.232910
	Iteration 18Q: 3 clusters Score -2878628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2878640.250000 Penalty: 4780.232910
	Iteration 19Q: 3 clusters Score -2878640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2878652.750000 Penalty: 4780.232910
	Iteration 20F: 3 clusters Score -2878653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2878651.000000 Penalty: 4780.232910
	Iteration 21Q: 3 clusters Score -2878651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2878650.500000 Penalty: 4780.232910
	Iteration 22Q: 3 clusters Score -2878650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2878650.500000 Penalty: 4780.232910
	Iteration 23F: 3 clusters Score -2878650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39012 members 
Mstep: Class 4 contains 29263 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32231 members 
Mstep: Class 11 contains 17733 members 
Mstep: Class 12 contains 44388 members 
Mstep: Class 13 contains 18625 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28927 members 
Mstep: Class 16 contains 44414 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47941 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50929 members 
Mstep: Class 24 contains 52186 members 
Mstep: Class 25 contains 23417 members 
Mstep: Class 26 contains 45820 members 
Mstep: Class 27 contains 48798 members 
Mstep: Class 28 contains 15330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724608.000000 Penalty: 92210.640625
Iteration 479Q: 29 clusters Score -1.067246e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39037 members 
Mstep: Class 4 contains 29268 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13127 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32182 members 
Mstep: Class 11 contains 17695 members 
Mstep: Class 12 contains 44431 members 
Mstep: Class 13 contains 18634 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 16 contains 44409 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47944 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3337 members 
Mstep: Class 21 contains 11388 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50849 members 
Mstep: Class 24 contains 52282 members 
Mstep: Class 25 contains 23330 members 
Mstep: Class 26 contains 45887 members 
Mstep: Class 27 contains 48791 members 
Mstep: Class 28 contains 15393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724544.000000 Penalty: 92210.640625
Iteration 480F: 29 clusters Score -1.067245e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39069 members 
Mstep: Class 4 contains 29264 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 13047 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32151 members 
Mstep: Class 11 contains 17660 members 
Mstep: Class 12 contains 44463 members 
Mstep: Class 13 contains 18665 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29020 members 
Mstep: Class 16 contains 44396 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47917 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3341 members 
Mstep: Class 21 contains 11351 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50737 members 
Mstep: Class 24 contains 52411 members 
Mstep: Class 25 contains 23261 members 
Mstep: Class 26 contains 45971 members 
Mstep: Class 27 contains 48762 members 
Mstep: Class 28 contains 15479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724528.000000 Penalty: 92210.640625
Iteration 481Q: 29 clusters Score -1.067245e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39096 members 
Mstep: Class 4 contains 29262 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32098 members 
Mstep: Class 11 contains 17635 members 
Mstep: Class 12 contains 44491 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29082 members 
Mstep: Class 16 contains 44396 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47961 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 11317 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50629 members 
Mstep: Class 24 contains 52492 members 
Mstep: Class 25 contains 23180 members 
Mstep: Class 26 contains 46068 members 
Mstep: Class 27 contains 48733 members 
Mstep: Class 28 contains 15522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724552.000000 Penalty: 92210.640625
Iteration 482Q: 29 clusters Score -1.067246e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39139 members 
Mstep: Class 4 contains 29256 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12891 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32061 members 
Mstep: Class 11 contains 17613 members 
Mstep: Class 12 contains 44521 members 
Mstep: Class 13 contains 18742 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29138 members 
Mstep: Class 16 contains 44398 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47946 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 11289 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50487 members 
Mstep: Class 24 contains 52572 members 
Mstep: Class 25 contains 23093 members 
Mstep: Class 26 contains 46148 members 
Mstep: Class 27 contains 48727 members 
Mstep: Class 28 contains 15630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724480.000000 Penalty: 92210.640625
Iteration 483Q: 29 clusters Score -1.067245e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39149 members 
Mstep: Class 4 contains 29258 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12827 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 32028 members 
Mstep: Class 11 contains 17589 members 
Mstep: Class 12 contains 44564 members 
Mstep: Class 13 contains 18785 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29202 members 
Mstep: Class 16 contains 44395 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47967 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50320 members 
Mstep: Class 24 contains 52701 members 
Mstep: Class 25 contains 22955 members 
Mstep: Class 26 contains 46197 members 
Mstep: Class 27 contains 48774 members 
Mstep: Class 28 contains 15715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724336.000000 Penalty: 92210.640625
Iteration 484Q: 29 clusters Score -1.067243e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39154 members 
Mstep: Class 4 contains 29260 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12748 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31994 members 
Mstep: Class 11 contains 17555 members 
Mstep: Class 12 contains 44588 members 
Mstep: Class 13 contains 18851 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29288 members 
Mstep: Class 16 contains 44390 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48007 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3352 members 
Mstep: Class 21 contains 11215 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 50112 members 
Mstep: Class 24 contains 52893 members 
Mstep: Class 25 contains 22794 members 
Mstep: Class 26 contains 46243 members 
Mstep: Class 27 contains 48790 members 
Mstep: Class 28 contains 15818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724384.000000 Penalty: 92210.640625
Iteration 485Q: 29 clusters Score -1.067244e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39180 members 
Mstep: Class 4 contains 29261 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12684 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31960 members 
Mstep: Class 11 contains 17517 members 
Mstep: Class 12 contains 44608 members 
Mstep: Class 13 contains 18900 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29363 members 
Mstep: Class 16 contains 44381 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47981 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 11189 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49959 members 
Mstep: Class 24 contains 53088 members 
Mstep: Class 25 contains 22584 members 
Mstep: Class 26 contains 46267 members 
Mstep: Class 27 contains 48865 members 
Mstep: Class 28 contains 15924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106724072.000000 Penalty: 92210.640625
Iteration 486Q: 29 clusters Score -1.067241e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39209 members 
Mstep: Class 4 contains 29264 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12625 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31919 members 
Mstep: Class 11 contains 17480 members 
Mstep: Class 12 contains 44634 members 
Mstep: Class 13 contains 18934 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29432 members 
Mstep: Class 16 contains 44375 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47975 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3351 members 
Mstep: Class 21 contains 11157 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49867 members 
Mstep: Class 24 contains 53289 members 
Mstep: Class 25 contains 22323 members 
Mstep: Class 26 contains 46284 members 
Mstep: Class 27 contains 48937 members 
Mstep: Class 28 contains 16017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723552.000000 Penalty: 92210.640625
Iteration 487Q: 29 clusters Score -1.067236e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39227 members 
Mstep: Class 4 contains 29268 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12576 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 3875 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31897 members 
Mstep: Class 11 contains 17452 members 
Mstep: Class 12 contains 44649 members 
Mstep: Class 13 contains 18977 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29508 members 
Mstep: Class 16 contains 44365 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47984 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 21 contains 11107 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49803 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 22093 members 
Mstep: Class 26 contains 46323 members 
Mstep: Class 27 contains 48965 members 
Mstep: Class 28 contains 16071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723488.000000 Penalty: 92210.640625
Iteration 488Q: 29 clusters Score -1.067235e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39248 members 
Mstep: Class 4 contains 29270 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12530 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3872 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31880 members 
Mstep: Class 11 contains 17425 members 
Mstep: Class 12 contains 44658 members 
Mstep: Class 13 contains 19032 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29578 members 
Mstep: Class 16 contains 44355 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 47992 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 11057 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49773 members 
Mstep: Class 24 contains 53671 members 
Mstep: Class 25 contains 21822 members 
Mstep: Class 26 contains 46340 members 
Mstep: Class 27 contains 48966 members 
Mstep: Class 28 contains 16159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723504.000000 Penalty: 92210.640625
Iteration 489Q: 29 clusters Score -1.067235e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39282 members 
Mstep: Class 4 contains 29268 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12480 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31876 members 
Mstep: Class 11 contains 17410 members 
Mstep: Class 12 contains 44668 members 
Mstep: Class 13 contains 19071 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29623 members 
Mstep: Class 16 contains 44365 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48008 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 11027 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49694 members 
Mstep: Class 24 contains 53875 members 
Mstep: Class 25 contains 21555 members 
Mstep: Class 26 contains 46362 members 
Mstep: Class 27 contains 48995 members 
Mstep: Class 28 contains 16215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723288.000000 Penalty: 92210.640625
Iteration 490Q: 29 clusters Score -1.067233e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39300 members 
Mstep: Class 4 contains 29271 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12422 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31861 members 
Mstep: Class 11 contains 17409 members 
Mstep: Class 12 contains 44666 members 
Mstep: Class 13 contains 19145 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29664 members 
Mstep: Class 16 contains 44366 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48029 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 11016 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49619 members 
Mstep: Class 24 contains 54078 members 
Mstep: Class 25 contains 21269 members 
Mstep: Class 26 contains 46370 members 
Mstep: Class 27 contains 49031 members 
Mstep: Class 28 contains 16281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723224.000000 Penalty: 92210.640625
Iteration 491Q: 29 clusters Score -1.067232e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39335 members 
Mstep: Class 4 contains 29256 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12377 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31856 members 
Mstep: Class 11 contains 17403 members 
Mstep: Class 12 contains 44683 members 
Mstep: Class 13 contains 19174 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29738 members 
Mstep: Class 16 contains 44370 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48052 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3341 members 
Mstep: Class 21 contains 10995 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49633 members 
Mstep: Class 24 contains 54200 members 
Mstep: Class 25 contains 20992 members 
Mstep: Class 26 contains 46386 members 
Mstep: Class 27 contains 49053 members 
Mstep: Class 28 contains 16330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723208.000000 Penalty: 92210.640625
Iteration 492Q: 29 clusters Score -1.067232e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39370 members 
Mstep: Class 4 contains 29249 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12341 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31838 members 
Mstep: Class 11 contains 17411 members 
Mstep: Class 12 contains 44695 members 
Mstep: Class 13 contains 19220 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29804 members 
Mstep: Class 16 contains 44378 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48074 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3331 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49713 members 
Mstep: Class 24 contains 54346 members 
Mstep: Class 25 contains 20651 members 
Mstep: Class 26 contains 46368 members 
Mstep: Class 27 contains 49044 members 
Mstep: Class 28 contains 16390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106723168.000000 Penalty: 92210.640625
Iteration 493Q: 29 clusters Score -1.067232e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39397 members 
Mstep: Class 4 contains 29245 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31828 members 
Mstep: Class 11 contains 17422 members 
Mstep: Class 12 contains 44690 members 
Mstep: Class 13 contains 19288 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29873 members 
Mstep: Class 16 contains 44369 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48108 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 10931 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49819 members 
Mstep: Class 24 contains 54430 members 
Mstep: Class 25 contains 20331 members 
Mstep: Class 26 contains 46360 members 
Mstep: Class 27 contains 49026 members 
Mstep: Class 28 contains 16464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722872.000000 Penalty: 92210.640625
Iteration 494Q: 29 clusters Score -1.067229e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39438 members 
Mstep: Class 4 contains 29232 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12276 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31820 members 
Mstep: Class 11 contains 17419 members 
Mstep: Class 12 contains 44670 members 
Mstep: Class 13 contains 19347 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29938 members 
Mstep: Class 16 contains 44358 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48165 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 10902 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49876 members 
Mstep: Class 24 contains 54555 members 
Mstep: Class 25 contains 20051 members 
Mstep: Class 26 contains 46363 members 
Mstep: Class 27 contains 48993 members 
Mstep: Class 28 contains 16497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722816.000000 Penalty: 92210.640625
Iteration 495Q: 29 clusters Score -1.067228e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39488 members 
Mstep: Class 4 contains 29224 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12248 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31811 members 
Mstep: Class 11 contains 17412 members 
Mstep: Class 12 contains 44658 members 
Mstep: Class 13 contains 19405 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 29993 members 
Mstep: Class 16 contains 44365 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48189 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3334 members 
Mstep: Class 21 contains 10875 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49913 members 
Mstep: Class 24 contains 54589 members 
Mstep: Class 25 contains 19799 members 
Mstep: Class 26 contains 46349 members 
Mstep: Class 27 contains 49062 members 
Mstep: Class 28 contains 16541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722720.000000 Penalty: 92210.640625
Iteration 496Q: 29 clusters Score -1.067227e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39522 members 
Mstep: Class 4 contains 29217 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3845 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31796 members 
Mstep: Class 11 contains 17407 members 
Mstep: Class 12 contains 44648 members 
Mstep: Class 13 contains 19441 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 30055 members 
Mstep: Class 16 contains 44361 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48217 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3339 members 
Mstep: Class 21 contains 10849 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49910 members 
Mstep: Class 24 contains 54643 members 
Mstep: Class 25 contains 19617 members 
Mstep: Class 26 contains 46322 members 
Mstep: Class 27 contains 49143 members 
Mstep: Class 28 contains 16586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722656.000000 Penalty: 92210.640625
Iteration 497Q: 29 clusters Score -1.067227e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39538 members 
Mstep: Class 4 contains 29211 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12155 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31789 members 
Mstep: Class 11 contains 17404 members 
Mstep: Class 12 contains 44633 members 
Mstep: Class 13 contains 19489 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 30102 members 
Mstep: Class 16 contains 44350 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48230 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3343 members 
Mstep: Class 21 contains 10823 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49920 members 
Mstep: Class 24 contains 54735 members 
Mstep: Class 25 contains 19456 members 
Mstep: Class 26 contains 46300 members 
Mstep: Class 27 contains 49170 members 
Mstep: Class 28 contains 16642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722456.000000 Penalty: 92210.640625
Iteration 498Q: 29 clusters Score -1.067225e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39566 members 
Mstep: Class 4 contains 29210 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12098 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31782 members 
Mstep: Class 11 contains 17397 members 
Mstep: Class 12 contains 44629 members 
Mstep: Class 13 contains 19519 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 30138 members 
Mstep: Class 16 contains 44342 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48307 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 10809 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49941 members 
Mstep: Class 24 contains 54795 members 
Mstep: Class 25 contains 19281 members 
Mstep: Class 26 contains 46340 members 
Mstep: Class 27 contains 49168 members 
Mstep: Class 28 contains 16641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722304.000000 Penalty: 92210.640625
Iteration 499Q: 29 clusters Score -1.067223e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 39604 members 
Mstep: Class 4 contains 29206 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 12063 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 3845 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 31770 members 
Mstep: Class 11 contains 17387 members 
Mstep: Class 12 contains 44620 members 
Mstep: Class 13 contains 19559 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 30175 members 
Mstep: Class 16 contains 44341 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 48348 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 3352 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 279 members 
Mstep: Class 23 contains 49985 members 
Mstep: Class 24 contains 54821 members 
Mstep: Class 25 contains 19097 members 
Mstep: Class 26 contains 46364 members 
Mstep: Class 27 contains 49202 members 
Mstep: Class 28 contains 16629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722168.000000 Penalty: 92210.640625
Iteration 500F: 29 clusters Score -1.067222e+08 nChanged 957
Maximum iterations exceeded
--- Evaluating fit on full set of 1754678 points ---
Entering Unmasked Estep 
Score: -322551680.000000 Penalty: 99839.414062
20->29 Clusters: Score -322551680.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 584892 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 29152 members 
Mstep: Class 4 contains 29084 members 
Mstep: Class 5 contains 29034 members 
Mstep: Class 6 contains 29238 members 
Mstep: Class 7 contains 29677 members 
Mstep: Class 8 contains 29507 members 
Mstep: Class 9 contains 29439 members 
Mstep: Class 10 contains 29069 members 
Mstep: Class 11 contains 29083 members 
Mstep: Class 12 contains 29306 members 
Mstep: Class 13 contains 29522 members 
Mstep: Class 14 contains 29226 members 
Mstep: Class 15 contains 29289 members 
Mstep: Class 16 contains 29332 members 
Mstep: Class 17 contains 29219 members 
Mstep: Class 18 contains 28998 members 
Mstep: Class 19 contains 29046 members 
Mstep: Class 20 contains 29236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2002.635986 but Gain 3293.234375
Score: -101489248.000000 Penalty: 62571.507812
Iteration 0F: 20 clusters Score -1.014892e+08 nChanged 555418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1566 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 20720 members 
Mstep: Class 4 contains 21271 members 
Mstep: Class 5 contains 6325 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 44268 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 71632 members 
Mstep: Class 10 contains 9533 members 
Mstep: Class 11 contains 14736 members 
Mstep: Class 12 contains 37606 members 
Mstep: Class 13 contains 57180 members 
Mstep: Class 15 contains 11563 members 
Mstep: Class 16 contains 9148 members 
Mstep: Class 17 contains 5555 members 
Mstep: Class 18 contains 7367 members 
Mstep: Class 19 contains 223186 members 
Mstep: Class 20 contains 23810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 859.851074 but Gain 3293.238281
Score: -105338464.000000 Penalty: 59278.269531
Iteration 1F: 19 clusters Score -1.053385e+08 nChanged 247968
Entering Unmasked Mstep 
Mstep: Class 0 contains 1539 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 19672 members 
Mstep: Class 4 contains 10191 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 7 contains 38449 members 
Mstep: Class 9 contains 86824 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 4720 members 
Mstep: Class 12 contains 69907 members 
Mstep: Class 13 contains 146103 members 
Mstep: Class 15 contains 2079 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 171125 members 
Mstep: Class 20 contains 13040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1385.595581 but Gain 3293.238281
Score: -105843376.000000 Penalty: 55985.031250
Iteration 2F: 18 clusters Score -1.058434e+08 nChanged 196349
Entering Unmasked Mstep 
Mstep: Class 0 contains 861 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 20314 members 
Mstep: Class 4 contains 7290 members 
Mstep: Class 5 contains 3334 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 45273 members 
Mstep: Class 9 contains 108383 members 
Mstep: Class 10 contains 9060 members 
Mstep: Class 11 contains 3084 members 
Mstep: Class 12 contains 134883 members 
Mstep: Class 13 contains 99433 members 
Mstep: Class 15 contains 1642 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 19 contains 129424 members 
Mstep: Class 20 contains 10817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1838.159302 but Gain 3293.234375
Score: -105910136.000000 Penalty: 52691.796875
Iteration 3F: 17 clusters Score -1.059101e+08 nChanged 152487
Entering Unmasked Mstep 
Mstep: Class 0 contains 542 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4539 members 
Mstep: Class 3 contains 26827 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 74178 members 
Mstep: Class 9 contains 101123 members 
Mstep: Class 10 contains 13901 members 
Mstep: Class 11 contains 2582 members 
Mstep: Class 12 contains 104345 members 
Mstep: Class 13 contains 122155 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 19 contains 106372 members 
Mstep: Class 20 contains 11788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2072.514893 but Gain 3293.238281
Score: -106082272.000000 Penalty: 49398.558594
Iteration 4F: 16 clusters Score -1.060823e+08 nChanged 125938
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3834 members 
Mstep: Class 3 contains 31859 members 
Mstep: Class 4 contains 5167 members 
Mstep: Class 5 contains 3228 members 
Mstep: Class 6 contains 2024 members 
Mstep: Class 7 contains 124826 members 
Mstep: Class 9 contains 94786 members 
Mstep: Class 10 contains 17763 members 
Mstep: Class 12 contains 98979 members 
Mstep: Class 13 contains 84861 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 19 contains 101266 members 
Mstep: Class 20 contains 11383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106136728.000000 Penalty: 49398.558594
Iteration 5F: 16 clusters Score -1.061367e+08 nChanged 128085
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 45853 members 
Mstep: Class 4 contains 4770 members 
Mstep: Class 5 contains 3616 members 
Mstep: Class 6 contains 1909 members 
Mstep: Class 7 contains 106098 members 
Mstep: Class 9 contains 92254 members 
Mstep: Class 10 contains 23184 members 
Mstep: Class 12 contains 88718 members 
Mstep: Class 13 contains 99899 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 19 contains 97584 members 
Mstep: Class 20 contains 13285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106212976.000000 Penalty: 49398.558594
Iteration 6F: 16 clusters Score -1.06213e+08 nChanged 86362
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 64541 members 
Mstep: Class 4 contains 3977 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 99136 members 
Mstep: Class 9 contains 93504 members 
Mstep: Class 10 contains 27127 members 
Mstep: Class 12 contains 91833 members 
Mstep: Class 13 contains 84720 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 17 contains 1241 members 
Mstep: Class 19 contains 93359 members 
Mstep: Class 20 contains 14099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3084.878418 but Gain 3293.238281
Score: -106284248.000000 Penalty: 46105.320312
Iteration 7F: 15 clusters Score -1.062842e+08 nChanged 79717
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1548 members 
Mstep: Class 3 contains 87288 members 
Mstep: Class 5 contains 4228 members 
Mstep: Class 6 contains 1759 members 
Mstep: Class 7 contains 97654 members 
Mstep: Class 9 contains 86384 members 
Mstep: Class 10 contains 31677 members 
Mstep: Class 12 contains 81687 members 
Mstep: Class 13 contains 81010 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 19 contains 92315 members 
Mstep: Class 20 contains 14426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106331968.000000 Penalty: 46105.320312
Iteration 8F: 15 clusters Score -1.06332e+08 nChanged 80130
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 105504 members 
Mstep: Class 5 contains 4597 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 92786 members 
Mstep: Class 9 contains 84341 members 
Mstep: Class 10 contains 35073 members 
Mstep: Class 12 contains 74238 members 
Mstep: Class 13 contains 73402 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 19 contains 91748 members 
Mstep: Class 20 contains 15100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106331504.000000 Penalty: 46105.320312
Iteration 9F: 15 clusters Score -1.063315e+08 nChanged 86947
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1874 members 
Mstep: Class 3 contains 96786 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 98034 members 
Mstep: Class 9 contains 86354 members 
Mstep: Class 10 contains 40016 members 
Mstep: Class 12 contains 70166 members 
Mstep: Class 13 contains 71176 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 19 contains 91261 members 
Mstep: Class 20 contains 17722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106358144.000000 Penalty: 46105.320312
Iteration 10F: 15 clusters Score -1.063581e+08 nChanged 55660
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 95819 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 92969 members 
Mstep: Class 9 contains 86773 members 
Mstep: Class 10 contains 44536 members 
Mstep: Class 12 contains 68841 members 
Mstep: Class 13 contains 70154 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 19 contains 90543 members 
Mstep: Class 20 contains 20823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106389280.000000 Penalty: 46105.320312
Iteration 11F: 15 clusters Score -1.063893e+08 nChanged 49077
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2904 members 
Mstep: Class 3 contains 93039 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 94554 members 
Mstep: Class 9 contains 83375 members 
Mstep: Class 10 contains 48686 members 
Mstep: Class 12 contains 67438 members 
Mstep: Class 13 contains 68734 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 19 contains 89069 members 
Mstep: Class 20 contains 24275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106411432.000000 Penalty: 46105.320312
Iteration 12F: 15 clusters Score -1.064114e+08 nChanged 43273
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 3 contains 92095 members 
Mstep: Class 5 contains 8344 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 91736 members 
Mstep: Class 9 contains 81372 members 
Mstep: Class 10 contains 52728 members 
Mstep: Class 12 contains 65690 members 
Mstep: Class 13 contains 67770 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 19 contains 87801 members 
Mstep: Class 20 contains 28356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106431992.000000 Penalty: 46105.320312
Iteration 13F: 15 clusters Score -1.06432e+08 nChanged 37551
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3656 members 
Mstep: Class 3 contains 89418 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 1459 members 
Mstep: Class 7 contains 91472 members 
Mstep: Class 9 contains 78093 members 
Mstep: Class 10 contains 56762 members 
Mstep: Class 12 contains 63765 members 
Mstep: Class 13 contains 66926 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 17 contains 983 members 
Mstep: Class 19 contains 85849 members 
Mstep: Class 20 contains 33569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106446328.000000 Penalty: 46105.320312
Iteration 14F: 15 clusters Score -1.064463e+08 nChanged 33441
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 86312 members 
Mstep: Class 5 contains 11493 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 89542 members 
Mstep: Class 9 contains 75371 members 
Mstep: Class 10 contains 60578 members 
Mstep: Class 12 contains 61647 members 
Mstep: Class 13 contains 66622 members 
Mstep: Class 15 contains 1957 members 
Mstep: Class 17 contains 926 members 
Mstep: Class 19 contains 83627 members 
Mstep: Class 20 contains 40301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106462240.000000 Penalty: 46105.320312
Iteration 15F: 15 clusters Score -1.064622e+08 nChanged 32536
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 82167 members 
Mstep: Class 5 contains 13221 members 
Mstep: Class 6 contains 1355 members 
Mstep: Class 7 contains 88546 members 
Mstep: Class 9 contains 72325 members 
Mstep: Class 10 contains 64197 members 
Mstep: Class 12 contains 59416 members 
Mstep: Class 13 contains 66215 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 19 contains 80440 members 
Mstep: Class 20 contains 48775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106476600.000000 Penalty: 46105.320312
Iteration 16F: 15 clusters Score -1.064766e+08 nChanged 32716
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 78989 members 
Mstep: Class 5 contains 14988 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 87143 members 
Mstep: Class 9 contains 69039 members 
Mstep: Class 10 contains 68155 members 
Mstep: Class 12 contains 57034 members 
Mstep: Class 13 contains 65741 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 17 contains 798 members 
Mstep: Class 19 contains 76606 members 
Mstep: Class 20 contains 57425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106488496.000000 Penalty: 46105.320312
Iteration 17F: 15 clusters Score -1.064885e+08 nChanged 29945
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 76011 members 
Mstep: Class 5 contains 16682 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 85905 members 
Mstep: Class 9 contains 65881 members 
Mstep: Class 10 contains 72755 members 
Mstep: Class 12 contains 55311 members 
Mstep: Class 13 contains 65157 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 19 contains 73694 members 
Mstep: Class 20 contains 63535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106495848.000000 Penalty: 46105.320312
Iteration 18F: 15 clusters Score -1.064958e+08 nChanged 26307
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 73669 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 7 contains 84747 members 
Mstep: Class 9 contains 62895 members 
Mstep: Class 10 contains 77739 members 
Mstep: Class 12 contains 54034 members 
Mstep: Class 13 contains 65022 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 71639 members 
Mstep: Class 20 contains 66497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106501744.000000 Penalty: 46105.320312
Iteration 19Q: 15 clusters Score -1.065017e+08 nChanged 23681
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 71561 members 
Mstep: Class 5 contains 20300 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 83457 members 
Mstep: Class 9 contains 60182 members 
Mstep: Class 10 contains 83231 members 
Mstep: Class 12 contains 53168 members 
Mstep: Class 13 contains 65163 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 19 contains 69716 members 
Mstep: Class 20 contains 67593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106507824.000000 Penalty: 46105.320312
Iteration 20F: 15 clusters Score -1.065078e+08 nChanged 22373
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5779 members 
Mstep: Class 3 contains 69366 members 
Mstep: Class 5 contains 22344 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 81760 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 89304 members 
Mstep: Class 12 contains 52615 members 
Mstep: Class 13 contains 65313 members 
Mstep: Class 15 contains 1958 members 
Mstep: Class 17 contains 603 members 
Mstep: Class 19 contains 68096 members 
Mstep: Class 20 contains 67234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106509248.000000 Penalty: 46105.320312
Iteration 21Q: 15 clusters Score -1.065092e+08 nChanged 24641
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6405 members 
Mstep: Class 3 contains 66078 members 
Mstep: Class 5 contains 24818 members 
Mstep: Class 6 contains 1147 members 
Mstep: Class 7 contains 80020 members 
Mstep: Class 9 contains 55871 members 
Mstep: Class 10 contains 95418 members 
Mstep: Class 12 contains 52238 members 
Mstep: Class 13 contains 65418 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 19 contains 66634 members 
Mstep: Class 20 contains 66829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106502936.000000 Penalty: 46105.320312
Iteration 22Q: 15 clusters Score -1.065029e+08 nChanged 23419
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 63712 members 
Mstep: Class 5 contains 27699 members 
Mstep: Class 6 contains 1124 members 
Mstep: Class 7 contains 78437 members 
Mstep: Class 9 contains 54522 members 
Mstep: Class 10 contains 98350 members 
Mstep: Class 12 contains 52127 members 
Mstep: Class 13 contains 65512 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 17 contains 650 members 
Mstep: Class 19 contains 65113 members 
Mstep: Class 20 contains 66950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106500016.000000 Penalty: 46105.320312
Iteration 23Q: 15 clusters Score -1.065e+08 nChanged 20052
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 3 contains 62712 members 
Mstep: Class 5 contains 30957 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 77260 members 
Mstep: Class 9 contains 53834 members 
Mstep: Class 10 contains 98242 members 
Mstep: Class 12 contains 51990 members 
Mstep: Class 13 contains 65745 members 
Mstep: Class 15 contains 2016 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 19 contains 64075 members 
Mstep: Class 20 contains 66703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106502648.000000 Penalty: 46105.320312
Iteration 24Q: 15 clusters Score -1.065026e+08 nChanged 17063
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8873 members 
Mstep: Class 3 contains 61862 members 
Mstep: Class 5 contains 34638 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 76255 members 
Mstep: Class 9 contains 53465 members 
Mstep: Class 10 contains 97269 members 
Mstep: Class 12 contains 51838 members 
Mstep: Class 13 contains 66063 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 17 contains 698 members 
Mstep: Class 19 contains 63243 members 
Mstep: Class 20 contains 66108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106506944.000000 Penalty: 46105.320312
Iteration 25Q: 15 clusters Score -1.065069e+08 nChanged 16007
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9519 members 
Mstep: Class 3 contains 61093 members 
Mstep: Class 5 contains 38818 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 75262 members 
Mstep: Class 9 contains 53234 members 
Mstep: Class 10 contains 96285 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 13 contains 66380 members 
Mstep: Class 15 contains 2087 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 19 contains 62401 members 
Mstep: Class 20 contains 64952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106511312.000000 Penalty: 46105.320312
Iteration 26Q: 15 clusters Score -1.065113e+08 nChanged 15687
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10141 members 
Mstep: Class 3 contains 60159 members 
Mstep: Class 5 contains 43655 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 74135 members 
Mstep: Class 9 contains 53034 members 
Mstep: Class 10 contains 95440 members 
Mstep: Class 12 contains 51453 members 
Mstep: Class 13 contains 66634 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 17 contains 759 members 
Mstep: Class 19 contains 61614 members 
Mstep: Class 20 contains 63226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106516512.000000 Penalty: 46105.320312
Iteration 27Q: 15 clusters Score -1.065165e+08 nChanged 17267
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 58939 members 
Mstep: Class 5 contains 50712 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 72523 members 
Mstep: Class 9 contains 52424 members 
Mstep: Class 10 contains 94495 members 
Mstep: Class 12 contains 51145 members 
Mstep: Class 13 contains 66370 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 19 contains 60813 members 
Mstep: Class 20 contains 61249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106522528.000000 Penalty: 46105.320312
Iteration 28Q: 15 clusters Score -1.065225e+08 nChanged 20924
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 56986 members 
Mstep: Class 5 contains 61131 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 70435 members 
Mstep: Class 9 contains 51165 members 
Mstep: Class 10 contains 93552 members 
Mstep: Class 12 contains 50419 members 
Mstep: Class 13 contains 65050 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 19 contains 60083 members 
Mstep: Class 20 contains 59213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106527400.000000 Penalty: 46105.320312
Iteration 29Q: 15 clusters Score -1.065274e+08 nChanged 22522
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11894 members 
Mstep: Class 3 contains 54887 members 
Mstep: Class 5 contains 71405 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 68524 members 
Mstep: Class 9 contains 49581 members 
Mstep: Class 10 contains 93098 members 
Mstep: Class 12 contains 49701 members 
Mstep: Class 13 contains 63299 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 17 contains 851 members 
Mstep: Class 19 contains 59455 members 
Mstep: Class 20 contains 57491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106530016.000000 Penalty: 46105.320312
Iteration 30Q: 15 clusters Score -1.0653e+08 nChanged 18485
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12475 members 
Mstep: Class 3 contains 53647 members 
Mstep: Class 5 contains 75695 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 67308 members 
Mstep: Class 9 contains 48962 members 
Mstep: Class 10 contains 93050 members 
Mstep: Class 12 contains 49643 members 
Mstep: Class 13 contains 62919 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 19 contains 58841 members 
Mstep: Class 20 contains 56749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106528728.000000 Penalty: 46105.320312
Iteration 31Q: 15 clusters Score -1.065287e+08 nChanged 14664
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13126 members 
Mstep: Class 3 contains 53397 members 
Mstep: Class 5 contains 75892 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 66416 members 
Mstep: Class 9 contains 49220 members 
Mstep: Class 10 contains 92916 members 
Mstep: Class 12 contains 50047 members 
Mstep: Class 13 contains 63420 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 17 contains 924 members 
Mstep: Class 19 contains 58321 members 
Mstep: Class 20 contains 56484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106529192.000000 Penalty: 46105.320312
Iteration 32Q: 15 clusters Score -1.065292e+08 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 53490 members 
Mstep: Class 5 contains 74625 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 65848 members 
Mstep: Class 9 contains 49825 members 
Mstep: Class 10 contains 92998 members 
Mstep: Class 12 contains 50459 members 
Mstep: Class 13 contains 64029 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 17 contains 973 members 
Mstep: Class 19 contains 57943 members 
Mstep: Class 20 contains 56164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106530152.000000 Penalty: 46105.320312
Iteration 33Q: 15 clusters Score -1.065302e+08 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14551 members 
Mstep: Class 3 contains 53793 members 
Mstep: Class 5 contains 73102 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 65391 members 
Mstep: Class 9 contains 50308 members 
Mstep: Class 10 contains 92831 members 
Mstep: Class 12 contains 50771 members 
Mstep: Class 13 contains 64683 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 17 contains 1038 members 
Mstep: Class 19 contains 57631 members 
Mstep: Class 20 contains 56068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106531000.000000 Penalty: 46105.320312
Iteration 34Q: 15 clusters Score -1.06531e+08 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15340 members 
Mstep: Class 3 contains 54126 members 
Mstep: Class 5 contains 71630 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 64872 members 
Mstep: Class 9 contains 50694 members 
Mstep: Class 10 contains 92739 members 
Mstep: Class 12 contains 51167 members 
Mstep: Class 13 contains 65182 members 
Mstep: Class 15 contains 2178 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 19 contains 57337 members 
Mstep: Class 20 contains 56006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106531616.000000 Penalty: 46105.320312
Iteration 35Q: 15 clusters Score -1.065316e+08 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16187 members 
Mstep: Class 3 contains 54363 members 
Mstep: Class 5 contains 70332 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 64342 members 
Mstep: Class 9 contains 51034 members 
Mstep: Class 10 contains 92521 members 
Mstep: Class 12 contains 51565 members 
Mstep: Class 13 contains 65557 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 19 contains 57172 members 
Mstep: Class 20 contains 55981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106532272.000000 Penalty: 46105.320312
Iteration 36Q: 15 clusters Score -1.065323e+08 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17013 members 
Mstep: Class 3 contains 54566 members 
Mstep: Class 5 contains 69112 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 63662 members 
Mstep: Class 9 contains 51381 members 
Mstep: Class 10 contains 92389 members 
Mstep: Class 12 contains 51929 members 
Mstep: Class 13 contains 65940 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 19 contains 57013 members 
Mstep: Class 20 contains 56011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106533784.000000 Penalty: 46105.320312
Iteration 37Q: 15 clusters Score -1.065338e+08 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17868 members 
Mstep: Class 3 contains 54760 members 
Mstep: Class 5 contains 68064 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 62954 members 
Mstep: Class 9 contains 51693 members 
Mstep: Class 10 contains 92172 members 
Mstep: Class 12 contains 52251 members 
Mstep: Class 13 contains 66232 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 19 contains 56931 members 
Mstep: Class 20 contains 56037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106535016.000000 Penalty: 46105.320312
Iteration 38Q: 15 clusters Score -1.06535e+08 nChanged 9283
Entering ConstructFrom: 
Score: -106535016.000000 Penalty: 46105.320312
Entering ConstructFrom: 
Trying to split cluster 1 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -235286.453125 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -235286.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -233230.562500 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -233230.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -233823.140625 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -233823.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -234101.890625 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -234101.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -234258.531250 Penalty: 3577.298096
	Iteration 3F: 3 clusters Score -234258.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -234368.250000 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -234368.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -234417.031250 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -234417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -234451.843750 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -234451.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -234481.281250 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -234481.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -234510.468750 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -234510.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -234556.859375 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -234556.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -234590.109375 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -234590.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -234620.796875 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -234620.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -234654.781250 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -234654.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -234688.328125 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -234688.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -234723.359375 Penalty: 3577.298096
	Iteration 14Q: 3 clusters Score -234723.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -234770.156250 Penalty: 3577.298096
	Iteration 15Q: 3 clusters Score -234770.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -234804.046875 Penalty: 3577.298096
	Iteration 16Q: 3 clusters Score -234804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -234839.515625 Penalty: 3577.298096
	Iteration 17Q: 3 clusters Score -234839.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -234861.703125 Penalty: 3577.298096
	Iteration 18Q: 3 clusters Score -234861.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -234871.937500 Penalty: 3577.298096
	Iteration 19Q: 3 clusters Score -234871.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -234880.421875 Penalty: 3577.298096
	Iteration 20F: 3 clusters Score -234880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -234884.250000 Penalty: 3577.298096
	Iteration 21Q: 3 clusters Score -234884.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -234889.687500 Penalty: 3577.298096
	Iteration 22Q: 3 clusters Score -234889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -234891.562500 Penalty: 3577.298096
	Iteration 23Q: 3 clusters Score -234891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -234894.078125 Penalty: 3577.298096
	Iteration 24Q: 3 clusters Score -234894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -234895.812500 Penalty: 3577.298096
	Iteration 25Q: 3 clusters Score -234895.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -234895.812500 Penalty: 3577.298096
	Iteration 26F: 3 clusters Score -234895.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Entering Unmasked Estep 
Score: -3345790.500000 Penalty: 2439.277832
	Iteration 0F: 2 clusters Score -3345790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3332562.750000 Penalty: 4878.555664
	Iteration 0F: 3 clusters Score -3332563 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3336872.750000 Penalty: 4878.555664
	Iteration 1F: 3 clusters Score -3336873 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3337319.000000 Penalty: 4878.555664
	Iteration 2F: 3 clusters Score -3337319 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3337818.500000 Penalty: 4878.555664
	Iteration 3F: 3 clusters Score -3337818 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3338484.250000 Penalty: 4878.555664
	Iteration 4F: 3 clusters Score -3338484 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3339605.500000 Penalty: 4878.555664
	Iteration 5F: 3 clusters Score -3339606 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3341307.000000 Penalty: 4878.555664
	Iteration 6F: 3 clusters Score -3341307 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3343214.250000 Penalty: 4878.555664
	Iteration 7F: 3 clusters Score -3343214 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3344639.250000 Penalty: 4878.555664
	Iteration 8F: 3 clusters Score -3344639 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3345454.750000 Penalty: 4878.555664
	Iteration 9Q: 3 clusters Score -3345455 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3345799.750000 Penalty: 4878.555664
	Iteration 10Q: 3 clusters Score -3345800 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3345887.250000 Penalty: 4878.555664
	Iteration 11Q: 3 clusters Score -3345887 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3345920.000000 Penalty: 4878.555664
	Iteration 12Q: 3 clusters Score -3345920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3345939.750000 Penalty: 4878.555664
	Iteration 13Q: 3 clusters Score -3345940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3345944.500000 Penalty: 4878.555664
	Iteration 14Q: 3 clusters Score -3345944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3345955.000000 Penalty: 4878.555664
	Iteration 15Q: 3 clusters Score -3345955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3345956.750000 Penalty: 4878.555664
	Iteration 16Q: 3 clusters Score -3345957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3345955.250000 Penalty: 4878.555664
	Iteration 17Q: 3 clusters Score -3345955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3345960.500000 Penalty: 4878.555664
	Iteration 18Q: 3 clusters Score -3345960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3345960.250000 Penalty: 4878.555664
	Iteration 19Q: 3 clusters Score -3345960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3345960.250000 Penalty: 4878.555664
	Iteration 20F: 3 clusters Score -3345960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 17541 members 
Mstep: Class 3 contains 54840 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 67115 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 62287 members 
Mstep: Class 9 contains 52000 members 
Mstep: Class 10 contains 91889 members 
Mstep: Class 12 contains 52528 members 
Mstep: Class 13 contains 66516 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 19 contains 56951 members 
Mstep: Class 20 contains 56096 members 
Entering Unmasked Estep 
Score: -106534272.000000 Penalty: 49398.558594
Splitting cluster 2 changes total score from -106535016.000000 to -106534272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (54840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Entering Unmasked Estep 
Score: -10147804.000000 Penalty: 2706.219482
	Iteration 0F: 2 clusters Score -1.01478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -10117763.000000 Penalty: 5412.438965
	Iteration 0F: 3 clusters Score -1.011776e+07 nChanged 25482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -10131924.000000 Penalty: 5412.438965
	Iteration 1F: 3 clusters Score -1.013192e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -10132474.000000 Penalty: 5412.438965
	Iteration 2Q: 3 clusters Score -1.013247e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -10133066.000000 Penalty: 5412.438965
	Iteration 3Q: 3 clusters Score -1.013307e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -10133806.000000 Penalty: 5412.438965
	Iteration 4Q: 3 clusters Score -1.013381e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -10134867.000000 Penalty: 5412.438965
	Iteration 5Q: 3 clusters Score -1.013487e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -10136332.000000 Penalty: 5412.438965
	Iteration 6F: 3 clusters Score -1.013633e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -10138781.000000 Penalty: 5412.438965
	Iteration 7F: 3 clusters Score -1.013878e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -10142067.000000 Penalty: 5412.438965
	Iteration 8F: 3 clusters Score -1.014207e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -10144070.000000 Penalty: 5412.438965
	Iteration 9F: 3 clusters Score -1.014407e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -10144774.000000 Penalty: 5412.438965
	Iteration 10Q: 3 clusters Score -1.014477e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10145161.000000 Penalty: 5412.438965
	Iteration 11Q: 3 clusters Score -1.014516e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -10145449.000000 Penalty: 5412.438965
	Iteration 12Q: 3 clusters Score -1.014545e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -10145625.000000 Penalty: 5412.438965
	Iteration 13Q: 3 clusters Score -1.014562e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10145760.000000 Penalty: 5412.438965
	Iteration 14Q: 3 clusters Score -1.014576e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -10145806.000000 Penalty: 5412.438965
	Iteration 15Q: 3 clusters Score -1.014581e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10145853.000000 Penalty: 5412.438965
	Iteration 16Q: 3 clusters Score -1.014585e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10145913.000000 Penalty: 5412.438965
	Iteration 17Q: 3 clusters Score -1.014591e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10145938.000000 Penalty: 5412.438965
	Iteration 18Q: 3 clusters Score -1.014594e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10145940.000000 Penalty: 5412.438965
	Iteration 19Q: 3 clusters Score -1.014594e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10145948.000000 Penalty: 5412.438965
	Iteration 20F: 3 clusters Score -1.014595e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10145952.000000 Penalty: 5412.438965
	Iteration 21Q: 3 clusters Score -1.014595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10145965.000000 Penalty: 5412.438965
	Iteration 22Q: 3 clusters Score -1.014596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10145954.000000 Penalty: 5412.438965
	Iteration 23Q: 3 clusters Score -1.014595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10145953.000000 Penalty: 5412.438965
	Iteration 24Q: 3 clusters Score -1.014595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10145969.000000 Penalty: 5412.438965
	Iteration 25Q: 3 clusters Score -1.014597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10145971.000000 Penalty: 5412.438965
	Iteration 26Q: 3 clusters Score -1.014597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10145979.000000 Penalty: 5412.438965
	Iteration 27Q: 3 clusters Score -1.014598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10145981.000000 Penalty: 5412.438965
	Iteration 28Q: 3 clusters Score -1.014598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10145982.000000 Penalty: 5412.438965
	Iteration 29Q: 3 clusters Score -1.014598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10145979.000000 Penalty: 5412.438965
	Iteration 30Q: 3 clusters Score -1.014598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10145993.000000 Penalty: 5412.438965
	Iteration 31Q: 3 clusters Score -1.014599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10145994.000000 Penalty: 5412.438965
	Iteration 32Q: 3 clusters Score -1.014599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10145994.000000 Penalty: 5412.438965
	Iteration 33F: 3 clusters Score -1.014599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Entering Unmasked Estep 
Score: -12423850.000000 Penalty: 2756.312256
	Iteration 0F: 2 clusters Score -1.242385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -12391825.000000 Penalty: 5512.624512
	Iteration 0F: 3 clusters Score -1.239182e+07 nChanged 31060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -12409488.000000 Penalty: 5512.624512
	Iteration 1F: 3 clusters Score -1.240949e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -12410311.000000 Penalty: 5512.624512
	Iteration 2Q: 3 clusters Score -1.241031e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -12411346.000000 Penalty: 5512.624512
	Iteration 3Q: 3 clusters Score -1.241135e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -12412575.000000 Penalty: 5512.624512
	Iteration 4Q: 3 clusters Score -1.241258e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -12414248.000000 Penalty: 5512.624512
	Iteration 5Q: 3 clusters Score -1.241425e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -12416692.000000 Penalty: 5512.624512
	Iteration 6F: 3 clusters Score -1.241669e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -12419911.000000 Penalty: 5512.624512
	Iteration 7F: 3 clusters Score -1.241991e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -12423300.000000 Penalty: 5512.624512
	Iteration 8F: 3 clusters Score -1.24233e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -12425612.000000 Penalty: 5512.624512
	Iteration 9F: 3 clusters Score -1.242561e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -12426574.000000 Penalty: 5512.624512
	Iteration 10Q: 3 clusters Score -1.242657e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -12427139.000000 Penalty: 5512.624512
	Iteration 11Q: 3 clusters Score -1.242714e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -12427601.000000 Penalty: 5512.624512
	Iteration 12Q: 3 clusters Score -1.24276e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -12428051.000000 Penalty: 5512.624512
	Iteration 13Q: 3 clusters Score -1.242805e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -12428406.000000 Penalty: 5512.624512
	Iteration 14Q: 3 clusters Score -1.242841e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -12428724.000000 Penalty: 5512.624512
	Iteration 15Q: 3 clusters Score -1.242872e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -12429060.000000 Penalty: 5512.624512
	Iteration 16Q: 3 clusters Score -1.242906e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -12429385.000000 Penalty: 5512.624512
	Iteration 17Q: 3 clusters Score -1.242938e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -12429695.000000 Penalty: 5512.624512
	Iteration 18Q: 3 clusters Score -1.24297e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -12429858.000000 Penalty: 5512.624512
	Iteration 19Q: 3 clusters Score -1.242986e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -12429962.000000 Penalty: 5512.624512
	Iteration 20F: 3 clusters Score -1.242996e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -12429984.000000 Penalty: 5512.624512
	Iteration 21Q: 3 clusters Score -1.242998e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -12429985.000000 Penalty: 5512.624512
	Iteration 22Q: 3 clusters Score -1.242998e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -12429897.000000 Penalty: 5512.624512
	Iteration 23Q: 3 clusters Score -1.24299e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -12429825.000000 Penalty: 5512.624512
	Iteration 24Q: 3 clusters Score -1.242982e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -12429664.000000 Penalty: 5512.624512
	Iteration 25Q: 3 clusters Score -1.242966e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -12429605.000000 Penalty: 5512.624512
	Iteration 26Q: 3 clusters Score -1.24296e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -12429370.000000 Penalty: 5512.624512
	Iteration 27Q: 3 clusters Score -1.242937e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -12429085.000000 Penalty: 5512.624512
	Iteration 28Q: 3 clusters Score -1.242908e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -12428829.000000 Penalty: 5512.624512
	Iteration 29Q: 3 clusters Score -1.242883e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -12428585.000000 Penalty: 5512.624512
	Iteration 30Q: 3 clusters Score -1.242858e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -12428411.000000 Penalty: 5512.624512
	Iteration 31Q: 3 clusters Score -1.242841e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -12428236.000000 Penalty: 5512.624512
	Iteration 32Q: 3 clusters Score -1.242824e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -12428087.000000 Penalty: 5512.624512
	Iteration 33Q: 3 clusters Score -1.242809e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -12427954.000000 Penalty: 5512.624512
	Iteration 34Q: 3 clusters Score -1.242795e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -12427844.000000 Penalty: 5512.624512
	Iteration 35Q: 3 clusters Score -1.242784e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -12427751.000000 Penalty: 5512.624512
	Iteration 36Q: 3 clusters Score -1.242775e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -12427652.000000 Penalty: 5512.624512
	Iteration 37Q: 3 clusters Score -1.242765e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -12427551.000000 Penalty: 5512.624512
	Iteration 38Q: 3 clusters Score -1.242755e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -12427497.000000 Penalty: 5512.624512
	Iteration 39Q: 3 clusters Score -1.24275e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -12427464.000000 Penalty: 5512.624512
	Iteration 40F: 3 clusters Score -1.242746e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -12427380.000000 Penalty: 5512.624512
	Iteration 41Q: 3 clusters Score -1.242738e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -12427309.000000 Penalty: 5512.624512
	Iteration 42Q: 3 clusters Score -1.242731e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -12427260.000000 Penalty: 5512.624512
	Iteration 43Q: 3 clusters Score -1.242726e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -12427216.000000 Penalty: 5512.624512
	Iteration 44Q: 3 clusters Score -1.242722e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -12427186.000000 Penalty: 5512.624512
	Iteration 45Q: 3 clusters Score -1.242719e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -12427146.000000 Penalty: 5512.624512
	Iteration 46Q: 3 clusters Score -1.242715e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -12427108.000000 Penalty: 5512.624512
	Iteration 47Q: 3 clusters Score -1.242711e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -12427045.000000 Penalty: 5512.624512
	Iteration 48Q: 3 clusters Score -1.242704e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -12427011.000000 Penalty: 5512.624512
	Iteration 49Q: 3 clusters Score -1.242701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -12427004.000000 Penalty: 5512.624512
	Iteration 50Q: 3 clusters Score -1.2427e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -12426965.000000 Penalty: 5512.624512
	Iteration 51Q: 3 clusters Score -1.242696e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -12426963.000000 Penalty: 5512.624512
	Iteration 52Q: 3 clusters Score -1.242696e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -12426938.000000 Penalty: 5512.624512
	Iteration 53Q: 3 clusters Score -1.242694e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -12426930.000000 Penalty: 5512.624512
	Iteration 54Q: 3 clusters Score -1.242693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -12426939.000000 Penalty: 5512.624512
	Iteration 55Q: 3 clusters Score -1.242694e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -12426939.000000 Penalty: 5512.624512
	Iteration 56Q: 3 clusters Score -1.242694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -12426929.000000 Penalty: 5512.624512
	Iteration 57Q: 3 clusters Score -1.242693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -12426926.000000 Penalty: 5512.624512
	Iteration 58Q: 3 clusters Score -1.242693e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -12426914.000000 Penalty: 5512.624512
	Iteration 59Q: 3 clusters Score -1.242691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -12426917.000000 Penalty: 5512.624512
	Iteration 60F: 3 clusters Score -1.242692e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -12426907.000000 Penalty: 5512.624512
	Iteration 61Q: 3 clusters Score -1.242691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -12426912.000000 Penalty: 5512.624512
	Iteration 62Q: 3 clusters Score -1.242691e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -12426909.000000 Penalty: 5512.624512
	Iteration 63Q: 3 clusters Score -1.242691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -12426899.000000 Penalty: 5512.624512
	Iteration 64Q: 3 clusters Score -1.24269e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -12426888.000000 Penalty: 5512.624512
	Iteration 65Q: 3 clusters Score -1.242689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -12426875.000000 Penalty: 5512.624512
	Iteration 66Q: 3 clusters Score -1.242688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -12426868.000000 Penalty: 5512.624512
	Iteration 67Q: 3 clusters Score -1.242687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -12426886.000000 Penalty: 5512.624512
	Iteration 68Q: 3 clusters Score -1.242689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -12426884.000000 Penalty: 5512.624512
	Iteration 69Q: 3 clusters Score -1.242688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -12426891.000000 Penalty: 5512.624512
	Iteration 70Q: 3 clusters Score -1.242689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -12426886.000000 Penalty: 5512.624512
	Iteration 71Q: 3 clusters Score -1.242689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -12426872.000000 Penalty: 5512.624512
	Iteration 72Q: 3 clusters Score -1.242687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -12426877.000000 Penalty: 5512.624512
	Iteration 73Q: 3 clusters Score -1.242688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -12426874.000000 Penalty: 5512.624512
	Iteration 74Q: 3 clusters Score -1.242687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -12426866.000000 Penalty: 5512.624512
	Iteration 75Q: 3 clusters Score -1.242687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -12426858.000000 Penalty: 5512.624512
	Iteration 76Q: 3 clusters Score -1.242686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -12426863.000000 Penalty: 5512.624512
	Iteration 77Q: 3 clusters Score -1.242686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -12426860.000000 Penalty: 5512.624512
	Iteration 78Q: 3 clusters Score -1.242686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -12426873.000000 Penalty: 5512.624512
	Iteration 79Q: 3 clusters Score -1.242687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -12426863.000000 Penalty: 5512.624512
	Iteration 80F: 3 clusters Score -1.242686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -12426865.000000 Penalty: 5512.624512
	Iteration 81Q: 3 clusters Score -1.242686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -12426868.000000 Penalty: 5512.624512
	Iteration 82Q: 3 clusters Score -1.242687e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -12426875.000000 Penalty: 5512.624512
	Iteration 83Q: 3 clusters Score -1.242688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -12426897.000000 Penalty: 5512.624512
	Iteration 84Q: 3 clusters Score -1.24269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -12426883.000000 Penalty: 5512.624512
	Iteration 85Q: 3 clusters Score -1.242688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -12426868.000000 Penalty: 5512.624512
	Iteration 86Q: 3 clusters Score -1.242687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -12426871.000000 Penalty: 5512.624512
	Iteration 87Q: 3 clusters Score -1.242687e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -12426873.000000 Penalty: 5512.624512
	Iteration 88Q: 3 clusters Score -1.242687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -12426868.000000 Penalty: 5512.624512
	Iteration 89Q: 3 clusters Score -1.242687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -12426865.000000 Penalty: 5512.624512
	Iteration 90Q: 3 clusters Score -1.242686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -12426858.000000 Penalty: 5512.624512
	Iteration 91Q: 3 clusters Score -1.242686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -12426843.000000 Penalty: 5512.624512
	Iteration 92Q: 3 clusters Score -1.242684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -12426833.000000 Penalty: 5512.624512
	Iteration 93Q: 3 clusters Score -1.242683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -12426837.000000 Penalty: 5512.624512
	Iteration 94Q: 3 clusters Score -1.242684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -12426826.000000 Penalty: 5512.624512
	Iteration 95Q: 3 clusters Score -1.242683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -12426823.000000 Penalty: 5512.624512
	Iteration 96Q: 3 clusters Score -1.242682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -12426818.000000 Penalty: 5512.624512
	Iteration 97Q: 3 clusters Score -1.242682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -12426804.000000 Penalty: 5512.624512
	Iteration 98Q: 3 clusters Score -1.24268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -12426811.000000 Penalty: 5512.624512
	Iteration 99Q: 3 clusters Score -1.242681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -12426797.000000 Penalty: 5512.624512
	Iteration 100F: 3 clusters Score -1.24268e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -12426808.000000 Penalty: 5512.624512
	Iteration 101Q: 3 clusters Score -1.242681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -12426811.000000 Penalty: 5512.624512
	Iteration 102Q: 3 clusters Score -1.242681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -12426812.000000 Penalty: 5512.624512
	Iteration 103Q: 3 clusters Score -1.242681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -12426783.000000 Penalty: 5512.624512
	Iteration 104Q: 3 clusters Score -1.242678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -12426744.000000 Penalty: 5512.624512
	Iteration 105Q: 3 clusters Score -1.242674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -12426761.000000 Penalty: 5512.624512
	Iteration 106Q: 3 clusters Score -1.242676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -12426745.000000 Penalty: 5512.624512
	Iteration 107Q: 3 clusters Score -1.242674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -12426755.000000 Penalty: 5512.624512
	Iteration 108Q: 3 clusters Score -1.242676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -12426748.000000 Penalty: 5512.624512
	Iteration 109Q: 3 clusters Score -1.242675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -12426734.000000 Penalty: 5512.624512
	Iteration 110Q: 3 clusters Score -1.242673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -12426731.000000 Penalty: 5512.624512
	Iteration 111Q: 3 clusters Score -1.242673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -12426736.000000 Penalty: 5512.624512
	Iteration 112Q: 3 clusters Score -1.242674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -12426741.000000 Penalty: 5512.624512
	Iteration 113Q: 3 clusters Score -1.242674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -12426756.000000 Penalty: 5512.624512
	Iteration 114Q: 3 clusters Score -1.242676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -12426751.000000 Penalty: 5512.624512
	Iteration 115Q: 3 clusters Score -1.242675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -12426757.000000 Penalty: 5512.624512
	Iteration 116Q: 3 clusters Score -1.242676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -12426755.000000 Penalty: 5512.624512
	Iteration 117Q: 3 clusters Score -1.242676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -12426739.000000 Penalty: 5512.624512
	Iteration 118Q: 3 clusters Score -1.242674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -12426760.000000 Penalty: 5512.624512
	Iteration 119Q: 3 clusters Score -1.242676e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -12426764.000000 Penalty: 5512.624512
	Iteration 120F: 3 clusters Score -1.242676e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -12426772.000000 Penalty: 5512.624512
	Iteration 121Q: 3 clusters Score -1.242677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -12426772.000000 Penalty: 5512.624512
	Iteration 122Q: 3 clusters Score -1.242677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -12426774.000000 Penalty: 5512.624512
	Iteration 123Q: 3 clusters Score -1.242677e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -12426778.000000 Penalty: 5512.624512
	Iteration 124Q: 3 clusters Score -1.242678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -12426789.000000 Penalty: 5512.624512
	Iteration 125Q: 3 clusters Score -1.242679e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -12426798.000000 Penalty: 5512.624512
	Iteration 126Q: 3 clusters Score -1.24268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -12426796.000000 Penalty: 5512.624512
	Iteration 127Q: 3 clusters Score -1.24268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -12426793.000000 Penalty: 5512.624512
	Iteration 128Q: 3 clusters Score -1.242679e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -12426799.000000 Penalty: 5512.624512
	Iteration 129Q: 3 clusters Score -1.24268e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -12426797.000000 Penalty: 5512.624512
	Iteration 130Q: 3 clusters Score -1.24268e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -12426811.000000 Penalty: 5512.624512
	Iteration 131Q: 3 clusters Score -1.242681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -12426796.000000 Penalty: 5512.624512
	Iteration 132Q: 3 clusters Score -1.24268e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -12426799.000000 Penalty: 5512.624512
	Iteration 133Q: 3 clusters Score -1.24268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -12426827.000000 Penalty: 5512.624512
	Iteration 134Q: 3 clusters Score -1.242683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -12426831.000000 Penalty: 5512.624512
	Iteration 135Q: 3 clusters Score -1.242683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -12426827.000000 Penalty: 5512.624512
	Iteration 136Q: 3 clusters Score -1.242683e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -12426841.000000 Penalty: 5512.624512
	Iteration 137Q: 3 clusters Score -1.242684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -12426833.000000 Penalty: 5512.624512
	Iteration 138Q: 3 clusters Score -1.242683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -12426828.000000 Penalty: 5512.624512
	Iteration 139Q: 3 clusters Score -1.242683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -12426850.000000 Penalty: 5512.624512
	Iteration 140F: 3 clusters Score -1.242685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -12426848.000000 Penalty: 5512.624512
	Iteration 141Q: 3 clusters Score -1.242685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -12426845.000000 Penalty: 5512.624512
	Iteration 142Q: 3 clusters Score -1.242684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -12426851.000000 Penalty: 5512.624512
	Iteration 143Q: 3 clusters Score -1.242685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -12426855.000000 Penalty: 5512.624512
	Iteration 144Q: 3 clusters Score -1.242686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -12426841.000000 Penalty: 5512.624512
	Iteration 145Q: 3 clusters Score -1.242684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -12426831.000000 Penalty: 5512.624512
	Iteration 146Q: 3 clusters Score -1.242683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -12426819.000000 Penalty: 5512.624512
	Iteration 147Q: 3 clusters Score -1.242682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -12426823.000000 Penalty: 5512.624512
	Iteration 148Q: 3 clusters Score -1.242682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -12426820.000000 Penalty: 5512.624512
	Iteration 149Q: 3 clusters Score -1.242682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -12426820.000000 Penalty: 5512.624512
	Iteration 150F: 3 clusters Score -1.242682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18691 members 
Mstep: Class 3 contains 54840 members 
Mstep: Class 4 contains 53825 members 
Mstep: Class 5 contains 13290 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 62287 members 
Mstep: Class 9 contains 52000 members 
Mstep: Class 10 contains 91889 members 
Mstep: Class 12 contains 52528 members 
Mstep: Class 13 contains 66516 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 19 contains 56951 members 
Mstep: Class 20 contains 56096 members 
Entering Unmasked Estep 
Score: -106537200.000000 Penalty: 49398.558594
Splitting cluster 5 changes total score from -106535016.000000 to -106537200.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -114186.625000 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -114186.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -113067.406250 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -113067.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -117490.140625 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -117490.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -120242.015625 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -120242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -120480.585938 Penalty: 3476.218750
	Iteration 3Q: 3 clusters Score -120480.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -120526.937500 Penalty: 3476.218750
	Iteration 4Q: 3 clusters Score -120526.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -120548.820312 Penalty: 3476.218750
	Iteration 5Q: 3 clusters Score -120548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -120555.937500 Penalty: 3476.218750
	Iteration 6Q: 3 clusters Score -120555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -120557.875000 Penalty: 3476.218750
	Iteration 7Q: 3 clusters Score -120557.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -120557.875000 Penalty: 3476.218750
	Iteration 8F: 3 clusters Score -120557.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18691 members 
Mstep: Class 3 contains 54840 members 
Mstep: Class 4 contains 53825 members 
Mstep: Class 5 contains 13290 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 62287 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 52000 members 
Mstep: Class 10 contains 91889 members 
Mstep: Class 12 contains 52528 members 
Mstep: Class 13 contains 66516 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 19 contains 56951 members 
Mstep: Class 20 contains 56096 members 
Entering Unmasked Estep 
Score: -106541928.000000 Penalty: 52691.796875
Splitting cluster 6 changes total score from -106535016.000000 to -106541928.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 7 (62287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Entering Unmasked Estep 
Score: -11508860.000000 Penalty: 2737.797852
	Iteration 0F: 2 clusters Score -1.150886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -11479317.000000 Penalty: 5475.595703
	Iteration 0F: 3 clusters Score -1.147932e+07 nChanged 29239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -11495783.000000 Penalty: 5475.595703
	Iteration 1F: 3 clusters Score -1.149578e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -11496469.000000 Penalty: 5475.595703
	Iteration 2Q: 3 clusters Score -1.149647e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -11497200.000000 Penalty: 5475.595703
	Iteration 3Q: 3 clusters Score -1.14972e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -11498106.000000 Penalty: 5475.595703
	Iteration 4Q: 3 clusters Score -1.149811e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -11499340.000000 Penalty: 5475.595703
	Iteration 5Q: 3 clusters Score -1.149934e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -11501379.000000 Penalty: 5475.595703
	Iteration 6F: 3 clusters Score -1.150138e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -11504227.000000 Penalty: 5475.595703
	Iteration 7F: 3 clusters Score -1.150423e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -11507215.000000 Penalty: 5475.595703
	Iteration 8F: 3 clusters Score -1.150722e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -11509066.000000 Penalty: 5475.595703
	Iteration 9F: 3 clusters Score -1.150907e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -11509935.000000 Penalty: 5475.595703
	Iteration 10F: 3 clusters Score -1.150994e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -11509609.000000 Penalty: 5475.595703
	Iteration 11F: 3 clusters Score -1.150961e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -11509467.000000 Penalty: 5475.595703
	Iteration 12Q: 3 clusters Score -1.150947e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -11509261.000000 Penalty: 5475.595703
	Iteration 13Q: 3 clusters Score -1.150926e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -11509144.000000 Penalty: 5475.595703
	Iteration 14Q: 3 clusters Score -1.150914e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -11508927.000000 Penalty: 5475.595703
	Iteration 15Q: 3 clusters Score -1.150893e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -11508806.000000 Penalty: 5475.595703
	Iteration 16Q: 3 clusters Score -1.150881e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -11508667.000000 Penalty: 5475.595703
	Iteration 17Q: 3 clusters Score -1.150867e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -11508543.000000 Penalty: 5475.595703
	Iteration 18Q: 3 clusters Score -1.150854e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 60432 members 
Entering Unmasked Estep 
Score: -11508455.000000 Penalty: 5475.595703
	Iteration 19Q: 3 clusters Score -1.150846e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -11508411.000000 Penalty: 5475.595703
	Iteration 20F: 3 clusters Score -1.150841e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -11508346.000000 Penalty: 5475.595703
	Iteration 21Q: 3 clusters Score -1.150835e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -11508297.000000 Penalty: 5475.595703
	Iteration 22Q: 3 clusters Score -1.15083e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -11508250.000000 Penalty: 5475.595703
	Iteration 23Q: 3 clusters Score -1.150825e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -11508230.000000 Penalty: 5475.595703
	Iteration 24Q: 3 clusters Score -1.150823e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -11508209.000000 Penalty: 5475.595703
	Iteration 25Q: 3 clusters Score -1.150821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -11508194.000000 Penalty: 5475.595703
	Iteration 26Q: 3 clusters Score -1.150819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -11508166.000000 Penalty: 5475.595703
	Iteration 27Q: 3 clusters Score -1.150817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -11508164.000000 Penalty: 5475.595703
	Iteration 28Q: 3 clusters Score -1.150816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -11508166.000000 Penalty: 5475.595703
	Iteration 29Q: 3 clusters Score -1.150817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -11508150.000000 Penalty: 5475.595703
	Iteration 30Q: 3 clusters Score -1.150815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -11508149.000000 Penalty: 5475.595703
	Iteration 31Q: 3 clusters Score -1.150815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -11508147.000000 Penalty: 5475.595703
	Iteration 32Q: 3 clusters Score -1.150815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -11508145.000000 Penalty: 5475.595703
	Iteration 33Q: 3 clusters Score -1.150814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -11508152.000000 Penalty: 5475.595703
	Iteration 34Q: 3 clusters Score -1.150815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -11508133.000000 Penalty: 5475.595703
	Iteration 35Q: 3 clusters Score -1.150813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -11508126.000000 Penalty: 5475.595703
	Iteration 36Q: 3 clusters Score -1.150813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -11508110.000000 Penalty: 5475.595703
	Iteration 37Q: 3 clusters Score -1.150811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -11508119.000000 Penalty: 5475.595703
	Iteration 38Q: 3 clusters Score -1.150812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -11508117.000000 Penalty: 5475.595703
	Iteration 39Q: 3 clusters Score -1.150812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -11508109.000000 Penalty: 5475.595703
	Iteration 40F: 3 clusters Score -1.150811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -11508112.000000 Penalty: 5475.595703
	Iteration 41Q: 3 clusters Score -1.150811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -11508111.000000 Penalty: 5475.595703
	Iteration 42Q: 3 clusters Score -1.150811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -11508105.000000 Penalty: 5475.595703
	Iteration 43Q: 3 clusters Score -1.15081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -11508113.000000 Penalty: 5475.595703
	Iteration 44Q: 3 clusters Score -1.150811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -11508101.000000 Penalty: 5475.595703
	Iteration 45Q: 3 clusters Score -1.15081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -11508095.000000 Penalty: 5475.595703
	Iteration 46Q: 3 clusters Score -1.15081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -11508094.000000 Penalty: 5475.595703
	Iteration 47Q: 3 clusters Score -1.150809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -11508090.000000 Penalty: 5475.595703
	Iteration 48Q: 3 clusters Score -1.150809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -11508090.000000 Penalty: 5475.595703
	Iteration 49F: 3 clusters Score -1.150809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Entering Unmasked Estep 
Score: -9663578.000000 Penalty: 2693.031738
	Iteration 0F: 2 clusters Score -9663578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -9634575.000000 Penalty: 5386.063477
	Iteration 0F: 3 clusters Score -9634575 nChanged 23957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -9647820.000000 Penalty: 5386.063477
	Iteration 1F: 3 clusters Score -9647820 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -9648241.000000 Penalty: 5386.063477
	Iteration 2Q: 3 clusters Score -9648241 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -9648651.000000 Penalty: 5386.063477
	Iteration 3Q: 3 clusters Score -9648651 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -9649102.000000 Penalty: 5386.063477
	Iteration 4Q: 3 clusters Score -9649102 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -9649566.000000 Penalty: 5386.063477
	Iteration 5Q: 3 clusters Score -9649566 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -9650055.000000 Penalty: 5386.063477
	Iteration 6Q: 3 clusters Score -9650055 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -9650750.000000 Penalty: 5386.063477
	Iteration 7Q: 3 clusters Score -9650750 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -9651610.000000 Penalty: 5386.063477
	Iteration 8Q: 3 clusters Score -9651610 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -9652765.000000 Penalty: 5386.063477
	Iteration 9Q: 3 clusters Score -9652765 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -9654192.000000 Penalty: 5386.063477
	Iteration 10Q: 3 clusters Score -9654192 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -9656011.000000 Penalty: 5386.063477
	Iteration 11F: 3 clusters Score -9656011 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -9657843.000000 Penalty: 5386.063477
	Iteration 12F: 3 clusters Score -9657843 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -9659494.000000 Penalty: 5386.063477
	Iteration 13Q: 3 clusters Score -9659494 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -9660678.000000 Penalty: 5386.063477
	Iteration 14Q: 3 clusters Score -9660678 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -9661413.000000 Penalty: 5386.063477
	Iteration 15Q: 3 clusters Score -9661413 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -9661892.000000 Penalty: 5386.063477
	Iteration 16Q: 3 clusters Score -9661892 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -9662098.000000 Penalty: 5386.063477
	Iteration 17Q: 3 clusters Score -9662098 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -9662217.000000 Penalty: 5386.063477
	Iteration 18Q: 3 clusters Score -9662217 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -9662290.000000 Penalty: 5386.063477
	Iteration 19Q: 3 clusters Score -9662290 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -9662260.000000 Penalty: 5386.063477
	Iteration 20F: 3 clusters Score -9662260 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -9662293.000000 Penalty: 5386.063477
	Iteration 21Q: 3 clusters Score -9662293 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -9662231.000000 Penalty: 5386.063477
	Iteration 22Q: 3 clusters Score -9662231 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -9662211.000000 Penalty: 5386.063477
	Iteration 23Q: 3 clusters Score -9662211 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -9662205.000000 Penalty: 5386.063477
	Iteration 24Q: 3 clusters Score -9662205 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -9662213.000000 Penalty: 5386.063477
	Iteration 25Q: 3 clusters Score -9662213 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -9662182.000000 Penalty: 5386.063477
	Iteration 26Q: 3 clusters Score -9662182 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -9662186.000000 Penalty: 5386.063477
	Iteration 27Q: 3 clusters Score -9662186 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -9662169.000000 Penalty: 5386.063477
	Iteration 28Q: 3 clusters Score -9662169 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -9662175.000000 Penalty: 5386.063477
	Iteration 29Q: 3 clusters Score -9662175 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -9662168.000000 Penalty: 5386.063477
	Iteration 30Q: 3 clusters Score -9662168 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -9662179.000000 Penalty: 5386.063477
	Iteration 31Q: 3 clusters Score -9662179 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -9662185.000000 Penalty: 5386.063477
	Iteration 32Q: 3 clusters Score -9662185 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -9662170.000000 Penalty: 5386.063477
	Iteration 33Q: 3 clusters Score -9662170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -9662148.000000 Penalty: 5386.063477
	Iteration 34Q: 3 clusters Score -9662148 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -9662181.000000 Penalty: 5386.063477
	Iteration 35Q: 3 clusters Score -9662181 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -9662158.000000 Penalty: 5386.063477
	Iteration 36Q: 3 clusters Score -9662158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -9662203.000000 Penalty: 5386.063477
	Iteration 37Q: 3 clusters Score -9662203 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -9662186.000000 Penalty: 5386.063477
	Iteration 38Q: 3 clusters Score -9662186 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -9662165.000000 Penalty: 5386.063477
	Iteration 39Q: 3 clusters Score -9662165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -9662169.000000 Penalty: 5386.063477
	Iteration 40F: 3 clusters Score -9662169 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -9662161.000000 Penalty: 5386.063477
	Iteration 41Q: 3 clusters Score -9662161 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -9662136.000000 Penalty: 5386.063477
	Iteration 42Q: 3 clusters Score -9662136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -9662131.000000 Penalty: 5386.063477
	Iteration 43Q: 3 clusters Score -9662131 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -9662113.000000 Penalty: 5386.063477
	Iteration 44Q: 3 clusters Score -9662113 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -9662113.000000 Penalty: 5386.063477
	Iteration 45Q: 3 clusters Score -9662113 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -9662127.000000 Penalty: 5386.063477
	Iteration 46Q: 3 clusters Score -9662127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -9662149.000000 Penalty: 5386.063477
	Iteration 47Q: 3 clusters Score -9662149 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -9662165.000000 Penalty: 5386.063477
	Iteration 48Q: 3 clusters Score -9662165 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -9662153.000000 Penalty: 5386.063477
	Iteration 49Q: 3 clusters Score -9662153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -9662174.000000 Penalty: 5386.063477
	Iteration 50Q: 3 clusters Score -9662174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -9662171.000000 Penalty: 5386.063477
	Iteration 51Q: 3 clusters Score -9662171 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -9662184.000000 Penalty: 5386.063477
	Iteration 52Q: 3 clusters Score -9662184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -9662174.000000 Penalty: 5386.063477
	Iteration 53Q: 3 clusters Score -9662174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -9662190.000000 Penalty: 5386.063477
	Iteration 54Q: 3 clusters Score -9662190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -9662188.000000 Penalty: 5386.063477
	Iteration 55Q: 3 clusters Score -9662188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -9662179.000000 Penalty: 5386.063477
	Iteration 56Q: 3 clusters Score -9662179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -9662192.000000 Penalty: 5386.063477
	Iteration 57Q: 3 clusters Score -9662192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -9662182.000000 Penalty: 5386.063477
	Iteration 58Q: 3 clusters Score -9662182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -9662194.000000 Penalty: 5386.063477
	Iteration 59Q: 3 clusters Score -9662194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -9662204.000000 Penalty: 5386.063477
	Iteration 60F: 3 clusters Score -9662204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -9662229.000000 Penalty: 5386.063477
	Iteration 61Q: 3 clusters Score -9662229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -9662211.000000 Penalty: 5386.063477
	Iteration 62Q: 3 clusters Score -9662211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -9662205.000000 Penalty: 5386.063477
	Iteration 63Q: 3 clusters Score -9662205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -9662211.000000 Penalty: 5386.063477
	Iteration 64Q: 3 clusters Score -9662211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -9662205.000000 Penalty: 5386.063477
	Iteration 65Q: 3 clusters Score -9662205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -9662203.000000 Penalty: 5386.063477
	Iteration 66Q: 3 clusters Score -9662203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -9662199.000000 Penalty: 5386.063477
	Iteration 67Q: 3 clusters Score -9662199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -9662194.000000 Penalty: 5386.063477
	Iteration 68Q: 3 clusters Score -9662194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -9662194.000000 Penalty: 5386.063477
	Iteration 69Q: 3 clusters Score -9662194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -9662198.000000 Penalty: 5386.063477
	Iteration 70Q: 3 clusters Score -9662198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -9662191.000000 Penalty: 5386.063477
	Iteration 71Q: 3 clusters Score -9662191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -9662192.000000 Penalty: 5386.063477
	Iteration 72Q: 3 clusters Score -9662192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -9662181.000000 Penalty: 5386.063477
	Iteration 73Q: 3 clusters Score -9662181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -9662180.000000 Penalty: 5386.063477
	Iteration 74Q: 3 clusters Score -9662180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -9662167.000000 Penalty: 5386.063477
	Iteration 75Q: 3 clusters Score -9662167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -9662174.000000 Penalty: 5386.063477
	Iteration 76Q: 3 clusters Score -9662174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -9662174.000000 Penalty: 5386.063477
	Iteration 77Q: 3 clusters Score -9662174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -9662176.000000 Penalty: 5386.063477
	Iteration 78Q: 3 clusters Score -9662176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -9662172.000000 Penalty: 5386.063477
	Iteration 79Q: 3 clusters Score -9662172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -9662168.000000 Penalty: 5386.063477
	Iteration 80F: 3 clusters Score -9662168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -9662167.000000 Penalty: 5386.063477
	Iteration 81Q: 3 clusters Score -9662167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -9662180.000000 Penalty: 5386.063477
	Iteration 82Q: 3 clusters Score -9662180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -9662173.000000 Penalty: 5386.063477
	Iteration 83Q: 3 clusters Score -9662173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -9662174.000000 Penalty: 5386.063477
	Iteration 84Q: 3 clusters Score -9662174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -9662172.000000 Penalty: 5386.063477
	Iteration 85Q: 3 clusters Score -9662172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9662176.000000 Penalty: 5386.063477
	Iteration 86Q: 3 clusters Score -9662176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -9662183.000000 Penalty: 5386.063477
	Iteration 87Q: 3 clusters Score -9662183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9662185.000000 Penalty: 5386.063477
	Iteration 88Q: 3 clusters Score -9662185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -9662161.000000 Penalty: 5386.063477
	Iteration 89Q: 3 clusters Score -9662161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -9662166.000000 Penalty: 5386.063477
	Iteration 90Q: 3 clusters Score -9662166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9662167.000000 Penalty: 5386.063477
	Iteration 91Q: 3 clusters Score -9662167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9662164.000000 Penalty: 5386.063477
	Iteration 92Q: 3 clusters Score -9662164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -9662166.000000 Penalty: 5386.063477
	Iteration 93Q: 3 clusters Score -9662166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -9662158.000000 Penalty: 5386.063477
	Iteration 94Q: 3 clusters Score -9662158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -9662150.000000 Penalty: 5386.063477
	Iteration 95Q: 3 clusters Score -9662150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -9662143.000000 Penalty: 5386.063477
	Iteration 96Q: 3 clusters Score -9662143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -9662149.000000 Penalty: 5386.063477
	Iteration 97Q: 3 clusters Score -9662149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -9662147.000000 Penalty: 5386.063477
	Iteration 98Q: 3 clusters Score -9662147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -9662154.000000 Penalty: 5386.063477
	Iteration 99Q: 3 clusters Score -9662154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9662133.000000 Penalty: 5386.063477
	Iteration 100F: 3 clusters Score -9662133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -9662139.000000 Penalty: 5386.063477
	Iteration 101Q: 3 clusters Score -9662139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -9662149.000000 Penalty: 5386.063477
	Iteration 102Q: 3 clusters Score -9662149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -9662151.000000 Penalty: 5386.063477
	Iteration 103Q: 3 clusters Score -9662151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -9662153.000000 Penalty: 5386.063477
	Iteration 104Q: 3 clusters Score -9662153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -9662148.000000 Penalty: 5386.063477
	Iteration 105Q: 3 clusters Score -9662148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -9662142.000000 Penalty: 5386.063477
	Iteration 106Q: 3 clusters Score -9662142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -9662139.000000 Penalty: 5386.063477
	Iteration 107Q: 3 clusters Score -9662139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -9662123.000000 Penalty: 5386.063477
	Iteration 108Q: 3 clusters Score -9662123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -9662128.000000 Penalty: 5386.063477
	Iteration 109Q: 3 clusters Score -9662128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -9662114.000000 Penalty: 5386.063477
	Iteration 110Q: 3 clusters Score -9662114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9662108.000000 Penalty: 5386.063477
	Iteration 111Q: 3 clusters Score -9662108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -9662119.000000 Penalty: 5386.063477
	Iteration 112Q: 3 clusters Score -9662119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -9662115.000000 Penalty: 5386.063477
	Iteration 113Q: 3 clusters Score -9662115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -9662109.000000 Penalty: 5386.063477
	Iteration 114Q: 3 clusters Score -9662109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -9662112.000000 Penalty: 5386.063477
	Iteration 115Q: 3 clusters Score -9662112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -9662114.000000 Penalty: 5386.063477
	Iteration 116Q: 3 clusters Score -9662114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -9662125.000000 Penalty: 5386.063477
	Iteration 117Q: 3 clusters Score -9662125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -9662126.000000 Penalty: 5386.063477
	Iteration 118Q: 3 clusters Score -9662126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -9662117.000000 Penalty: 5386.063477
	Iteration 119Q: 3 clusters Score -9662117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -9662103.000000 Penalty: 5386.063477
	Iteration 120F: 3 clusters Score -9662103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -9662093.000000 Penalty: 5386.063477
	Iteration 121Q: 3 clusters Score -9662093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -9662098.000000 Penalty: 5386.063477
	Iteration 122Q: 3 clusters Score -9662098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -9662104.000000 Penalty: 5386.063477
	Iteration 123Q: 3 clusters Score -9662104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -9662105.000000 Penalty: 5386.063477
	Iteration 124Q: 3 clusters Score -9662105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -9662101.000000 Penalty: 5386.063477
	Iteration 125Q: 3 clusters Score -9662101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -9662104.000000 Penalty: 5386.063477
	Iteration 126Q: 3 clusters Score -9662104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -9662105.000000 Penalty: 5386.063477
	Iteration 127Q: 3 clusters Score -9662105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -9662090.000000 Penalty: 5386.063477
	Iteration 128Q: 3 clusters Score -9662090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -9662089.000000 Penalty: 5386.063477
	Iteration 129Q: 3 clusters Score -9662089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -9662083.000000 Penalty: 5386.063477
	Iteration 130Q: 3 clusters Score -9662083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -9662080.000000 Penalty: 5386.063477
	Iteration 131Q: 3 clusters Score -9662080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -9662087.000000 Penalty: 5386.063477
	Iteration 132Q: 3 clusters Score -9662087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -9662095.000000 Penalty: 5386.063477
	Iteration 133Q: 3 clusters Score -9662095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -9662088.000000 Penalty: 5386.063477
	Iteration 134Q: 3 clusters Score -9662088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -9662088.000000 Penalty: 5386.063477
	Iteration 135Q: 3 clusters Score -9662088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -9662083.000000 Penalty: 5386.063477
	Iteration 136Q: 3 clusters Score -9662083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -9662084.000000 Penalty: 5386.063477
	Iteration 137Q: 3 clusters Score -9662084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -9662091.000000 Penalty: 5386.063477
	Iteration 138Q: 3 clusters Score -9662091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -9662081.000000 Penalty: 5386.063477
	Iteration 139Q: 3 clusters Score -9662081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -9662084.000000 Penalty: 5386.063477
	Iteration 140F: 3 clusters Score -9662084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -9662086.000000 Penalty: 5386.063477
	Iteration 141Q: 3 clusters Score -9662086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -9662090.000000 Penalty: 5386.063477
	Iteration 142Q: 3 clusters Score -9662090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -9662075.000000 Penalty: 5386.063477
	Iteration 143Q: 3 clusters Score -9662075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -9662072.000000 Penalty: 5386.063477
	Iteration 144Q: 3 clusters Score -9662072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -9662073.000000 Penalty: 5386.063477
	Iteration 145Q: 3 clusters Score -9662073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -9662078.000000 Penalty: 5386.063477
	Iteration 146Q: 3 clusters Score -9662078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -9662069.000000 Penalty: 5386.063477
	Iteration 147Q: 3 clusters Score -9662069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -9662075.000000 Penalty: 5386.063477
	Iteration 148Q: 3 clusters Score -9662075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -9662086.000000 Penalty: 5386.063477
	Iteration 149Q: 3 clusters Score -9662086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -9662110.000000 Penalty: 5386.063477
	Iteration 150Q: 3 clusters Score -9662110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -9662103.000000 Penalty: 5386.063477
	Iteration 151Q: 3 clusters Score -9662103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -9662083.000000 Penalty: 5386.063477
	Iteration 152Q: 3 clusters Score -9662083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -9662094.000000 Penalty: 5386.063477
	Iteration 153Q: 3 clusters Score -9662094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -9662086.000000 Penalty: 5386.063477
	Iteration 154Q: 3 clusters Score -9662086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -9662074.000000 Penalty: 5386.063477
	Iteration 155Q: 3 clusters Score -9662074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -9662076.000000 Penalty: 5386.063477
	Iteration 156Q: 3 clusters Score -9662076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -9662071.000000 Penalty: 5386.063477
	Iteration 157Q: 3 clusters Score -9662071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -9662065.000000 Penalty: 5386.063477
	Iteration 158Q: 3 clusters Score -9662065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -9662076.000000 Penalty: 5386.063477
	Iteration 159Q: 3 clusters Score -9662076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -9662083.000000 Penalty: 5386.063477
	Iteration 160F: 3 clusters Score -9662083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9662075.000000 Penalty: 5386.063477
	Iteration 161Q: 3 clusters Score -9662075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -9662086.000000 Penalty: 5386.063477
	Iteration 162Q: 3 clusters Score -9662086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -9662097.000000 Penalty: 5386.063477
	Iteration 163Q: 3 clusters Score -9662097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -9662100.000000 Penalty: 5386.063477
	Iteration 164Q: 3 clusters Score -9662100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9662095.000000 Penalty: 5386.063477
	Iteration 165Q: 3 clusters Score -9662095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -9662110.000000 Penalty: 5386.063477
	Iteration 166Q: 3 clusters Score -9662110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -9662108.000000 Penalty: 5386.063477
	Iteration 167Q: 3 clusters Score -9662108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -9662121.000000 Penalty: 5386.063477
	Iteration 168Q: 3 clusters Score -9662121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -9662126.000000 Penalty: 5386.063477
	Iteration 169Q: 3 clusters Score -9662126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -9662129.000000 Penalty: 5386.063477
	Iteration 170Q: 3 clusters Score -9662129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -9662131.000000 Penalty: 5386.063477
	Iteration 171Q: 3 clusters Score -9662131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -9662132.000000 Penalty: 5386.063477
	Iteration 172Q: 3 clusters Score -9662132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -9662132.000000 Penalty: 5386.063477
	Iteration 173Q: 3 clusters Score -9662132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -9662120.000000 Penalty: 5386.063477
	Iteration 174Q: 3 clusters Score -9662120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -9662132.000000 Penalty: 5386.063477
	Iteration 175Q: 3 clusters Score -9662132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -9662122.000000 Penalty: 5386.063477
	Iteration 176Q: 3 clusters Score -9662122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -9662123.000000 Penalty: 5386.063477
	Iteration 177Q: 3 clusters Score -9662123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9662114.000000 Penalty: 5386.063477
	Iteration 178Q: 3 clusters Score -9662114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -9662127.000000 Penalty: 5386.063477
	Iteration 179Q: 3 clusters Score -9662127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -9662127.000000 Penalty: 5386.063477
	Iteration 180F: 3 clusters Score -9662127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -9662122.000000 Penalty: 5386.063477
	Iteration 181Q: 3 clusters Score -9662122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -9662114.000000 Penalty: 5386.063477
	Iteration 182Q: 3 clusters Score -9662114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -9662116.000000 Penalty: 5386.063477
	Iteration 183Q: 3 clusters Score -9662116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -9662131.000000 Penalty: 5386.063477
	Iteration 184Q: 3 clusters Score -9662131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -9662133.000000 Penalty: 5386.063477
	Iteration 185Q: 3 clusters Score -9662133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -9662128.000000 Penalty: 5386.063477
	Iteration 186Q: 3 clusters Score -9662128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -9662116.000000 Penalty: 5386.063477
	Iteration 187Q: 3 clusters Score -9662116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -9662119.000000 Penalty: 5386.063477
	Iteration 188Q: 3 clusters Score -9662119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -9662126.000000 Penalty: 5386.063477
	Iteration 189Q: 3 clusters Score -9662126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -9662129.000000 Penalty: 5386.063477
	Iteration 190Q: 3 clusters Score -9662129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -9662127.000000 Penalty: 5386.063477
	Iteration 191Q: 3 clusters Score -9662127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -9662146.000000 Penalty: 5386.063477
	Iteration 192Q: 3 clusters Score -9662146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -9662155.000000 Penalty: 5386.063477
	Iteration 193Q: 3 clusters Score -9662155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -9662142.000000 Penalty: 5386.063477
	Iteration 194Q: 3 clusters Score -9662142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -9662145.000000 Penalty: 5386.063477
	Iteration 195Q: 3 clusters Score -9662145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -9662140.000000 Penalty: 5386.063477
	Iteration 196Q: 3 clusters Score -9662140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -9662124.000000 Penalty: 5386.063477
	Iteration 197Q: 3 clusters Score -9662124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -9662133.000000 Penalty: 5386.063477
	Iteration 198Q: 3 clusters Score -9662133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -9662135.000000 Penalty: 5386.063477
	Iteration 199Q: 3 clusters Score -9662135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9662132.000000 Penalty: 5386.063477
	Iteration 200F: 3 clusters Score -9662132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -9662133.000000 Penalty: 5386.063477
	Iteration 201Q: 3 clusters Score -9662133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -9662135.000000 Penalty: 5386.063477
	Iteration 202Q: 3 clusters Score -9662135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -9662139.000000 Penalty: 5386.063477
	Iteration 203Q: 3 clusters Score -9662139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -9662134.000000 Penalty: 5386.063477
	Iteration 204Q: 3 clusters Score -9662134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -9662132.000000 Penalty: 5386.063477
	Iteration 205Q: 3 clusters Score -9662132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -9662132.000000 Penalty: 5386.063477
	Iteration 206F: 3 clusters Score -9662132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91889 members 
Entering Unmasked Estep 
Score: -16772454.000000 Penalty: 2834.227539
	Iteration 0F: 2 clusters Score -1.677245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -16736843.000000 Penalty: 5668.455078
	Iteration 0F: 3 clusters Score -1.673684e+07 nChanged 43346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -16761856.000000 Penalty: 5668.455078
	Iteration 1F: 3 clusters Score -1.676186e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -16762760.000000 Penalty: 5668.455078
	Iteration 2Q: 3 clusters Score -1.676276e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -16763559.000000 Penalty: 5668.455078
	Iteration 3Q: 3 clusters Score -1.676356e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -16764575.000000 Penalty: 5668.455078
	Iteration 4F: 3 clusters Score -1.676458e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -16766047.000000 Penalty: 5668.455078
	Iteration 5F: 3 clusters Score -1.676605e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -16768622.000000 Penalty: 5668.455078
	Iteration 6F: 3 clusters Score -1.676862e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -16771775.000000 Penalty: 5668.455078
	Iteration 7F: 3 clusters Score -1.677178e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -16775730.000000 Penalty: 5668.455078
	Iteration 8F: 3 clusters Score -1.677573e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -16778908.000000 Penalty: 5668.455078
	Iteration 9F: 3 clusters Score -1.677891e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -16780468.000000 Penalty: 5668.455078
	Iteration 10Q: 3 clusters Score -1.678047e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -16781216.000000 Penalty: 5668.455078
	Iteration 11Q: 3 clusters Score -1.678122e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -16781662.000000 Penalty: 5668.455078
	Iteration 12Q: 3 clusters Score -1.678166e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -16781938.000000 Penalty: 5668.455078
	Iteration 13Q: 3 clusters Score -1.678194e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -16782250.000000 Penalty: 5668.455078
	Iteration 14Q: 3 clusters Score -1.678225e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -16782460.000000 Penalty: 5668.455078
	Iteration 15Q: 3 clusters Score -1.678246e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -16782560.000000 Penalty: 5668.455078
	Iteration 16Q: 3 clusters Score -1.678256e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -16782514.000000 Penalty: 5668.455078
	Iteration 17Q: 3 clusters Score -1.678251e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -16782414.000000 Penalty: 5668.455078
	Iteration 18Q: 3 clusters Score -1.678241e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -16782258.000000 Penalty: 5668.455078
	Iteration 19Q: 3 clusters Score -1.678226e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -16782214.000000 Penalty: 5668.455078
	Iteration 20F: 3 clusters Score -1.678221e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -16782244.000000 Penalty: 5668.455078
	Iteration 21Q: 3 clusters Score -1.678224e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -16782028.000000 Penalty: 5668.455078
	Iteration 22Q: 3 clusters Score -1.678203e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -16781870.000000 Penalty: 5668.455078
	Iteration 23Q: 3 clusters Score -1.678187e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -16781752.000000 Penalty: 5668.455078
	Iteration 24Q: 3 clusters Score -1.678175e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -16781656.000000 Penalty: 5668.455078
	Iteration 25Q: 3 clusters Score -1.678166e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -16781608.000000 Penalty: 5668.455078
	Iteration 26Q: 3 clusters Score -1.678161e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -16781596.000000 Penalty: 5668.455078
	Iteration 27Q: 3 clusters Score -1.67816e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -16781502.000000 Penalty: 5668.455078
	Iteration 28Q: 3 clusters Score -1.67815e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -16781504.000000 Penalty: 5668.455078
	Iteration 29Q: 3 clusters Score -1.67815e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -16781464.000000 Penalty: 5668.455078
	Iteration 30Q: 3 clusters Score -1.678146e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -16781476.000000 Penalty: 5668.455078
	Iteration 31Q: 3 clusters Score -1.678148e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -16781350.000000 Penalty: 5668.455078
	Iteration 32Q: 3 clusters Score -1.678135e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -16781284.000000 Penalty: 5668.455078
	Iteration 33Q: 3 clusters Score -1.678128e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -16781294.000000 Penalty: 5668.455078
	Iteration 34Q: 3 clusters Score -1.678129e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -16781294.000000 Penalty: 5668.455078
	Iteration 35Q: 3 clusters Score -1.678129e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -16781242.000000 Penalty: 5668.455078
	Iteration 36Q: 3 clusters Score -1.678124e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -16781238.000000 Penalty: 5668.455078
	Iteration 37Q: 3 clusters Score -1.678124e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -16781222.000000 Penalty: 5668.455078
	Iteration 38Q: 3 clusters Score -1.678122e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -16781164.000000 Penalty: 5668.455078
	Iteration 39Q: 3 clusters Score -1.678116e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -16781208.000000 Penalty: 5668.455078
	Iteration 40F: 3 clusters Score -1.678121e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -16781182.000000 Penalty: 5668.455078
	Iteration 41Q: 3 clusters Score -1.678118e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -16781122.000000 Penalty: 5668.455078
	Iteration 42Q: 3 clusters Score -1.678112e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -16781080.000000 Penalty: 5668.455078
	Iteration 43Q: 3 clusters Score -1.678108e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -16781094.000000 Penalty: 5668.455078
	Iteration 44Q: 3 clusters Score -1.678109e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -16781076.000000 Penalty: 5668.455078
	Iteration 45Q: 3 clusters Score -1.678108e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -16781068.000000 Penalty: 5668.455078
	Iteration 46Q: 3 clusters Score -1.678107e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -16781142.000000 Penalty: 5668.455078
	Iteration 47Q: 3 clusters Score -1.678114e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -16781108.000000 Penalty: 5668.455078
	Iteration 48Q: 3 clusters Score -1.678111e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -16781112.000000 Penalty: 5668.455078
	Iteration 49Q: 3 clusters Score -1.678111e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -16781164.000000 Penalty: 5668.455078
	Iteration 50Q: 3 clusters Score -1.678116e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -16781242.000000 Penalty: 5668.455078
	Iteration 51Q: 3 clusters Score -1.678124e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -16781232.000000 Penalty: 5668.455078
	Iteration 52Q: 3 clusters Score -1.678123e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -16781386.000000 Penalty: 5668.455078
	Iteration 53Q: 3 clusters Score -1.678139e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -16781554.000000 Penalty: 5668.455078
	Iteration 54Q: 3 clusters Score -1.678155e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -16781682.000000 Penalty: 5668.455078
	Iteration 55Q: 3 clusters Score -1.678168e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -16781836.000000 Penalty: 5668.455078
	Iteration 56Q: 3 clusters Score -1.678184e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -16781874.000000 Penalty: 5668.455078
	Iteration 57Q: 3 clusters Score -1.678187e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -16781884.000000 Penalty: 5668.455078
	Iteration 58Q: 3 clusters Score -1.678188e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -16781934.000000 Penalty: 5668.455078
	Iteration 59Q: 3 clusters Score -1.678193e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -16782030.000000 Penalty: 5668.455078
	Iteration 60F: 3 clusters Score -1.678203e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -16782138.000000 Penalty: 5668.455078
	Iteration 61Q: 3 clusters Score -1.678214e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -16782254.000000 Penalty: 5668.455078
	Iteration 62Q: 3 clusters Score -1.678225e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -16782318.000000 Penalty: 5668.455078
	Iteration 63Q: 3 clusters Score -1.678232e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -16782386.000000 Penalty: 5668.455078
	Iteration 64Q: 3 clusters Score -1.678239e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -16782366.000000 Penalty: 5668.455078
	Iteration 65Q: 3 clusters Score -1.678237e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -16782372.000000 Penalty: 5668.455078
	Iteration 66Q: 3 clusters Score -1.678237e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -16782466.000000 Penalty: 5668.455078
	Iteration 67Q: 3 clusters Score -1.678247e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -16782576.000000 Penalty: 5668.455078
	Iteration 68Q: 3 clusters Score -1.678258e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -16782672.000000 Penalty: 5668.455078
	Iteration 69Q: 3 clusters Score -1.678267e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -16782670.000000 Penalty: 5668.455078
	Iteration 70Q: 3 clusters Score -1.678267e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -16782656.000000 Penalty: 5668.455078
	Iteration 71Q: 3 clusters Score -1.678266e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -16782682.000000 Penalty: 5668.455078
	Iteration 72Q: 3 clusters Score -1.678268e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -16782704.000000 Penalty: 5668.455078
	Iteration 73Q: 3 clusters Score -1.67827e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -16782734.000000 Penalty: 5668.455078
	Iteration 74Q: 3 clusters Score -1.678273e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -16782744.000000 Penalty: 5668.455078
	Iteration 75Q: 3 clusters Score -1.678274e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -16782752.000000 Penalty: 5668.455078
	Iteration 76Q: 3 clusters Score -1.678275e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -16782786.000000 Penalty: 5668.455078
	Iteration 77Q: 3 clusters Score -1.678279e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -16782768.000000 Penalty: 5668.455078
	Iteration 78Q: 3 clusters Score -1.678277e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -16782788.000000 Penalty: 5668.455078
	Iteration 79Q: 3 clusters Score -1.678279e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -16782752.000000 Penalty: 5668.455078
	Iteration 80F: 3 clusters Score -1.678275e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -16782724.000000 Penalty: 5668.455078
	Iteration 81Q: 3 clusters Score -1.678272e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -16782704.000000 Penalty: 5668.455078
	Iteration 82Q: 3 clusters Score -1.67827e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -16782694.000000 Penalty: 5668.455078
	Iteration 83Q: 3 clusters Score -1.678269e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -16782696.000000 Penalty: 5668.455078
	Iteration 84Q: 3 clusters Score -1.67827e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -16782678.000000 Penalty: 5668.455078
	Iteration 85Q: 3 clusters Score -1.678268e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -16782666.000000 Penalty: 5668.455078
	Iteration 86Q: 3 clusters Score -1.678267e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -16782650.000000 Penalty: 5668.455078
	Iteration 87Q: 3 clusters Score -1.678265e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -16782630.000000 Penalty: 5668.455078
	Iteration 88Q: 3 clusters Score -1.678263e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -16782638.000000 Penalty: 5668.455078
	Iteration 89Q: 3 clusters Score -1.678264e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -16782618.000000 Penalty: 5668.455078
	Iteration 90Q: 3 clusters Score -1.678262e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -16782620.000000 Penalty: 5668.455078
	Iteration 91Q: 3 clusters Score -1.678262e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -16782604.000000 Penalty: 5668.455078
	Iteration 92Q: 3 clusters Score -1.67826e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -16782598.000000 Penalty: 5668.455078
	Iteration 93Q: 3 clusters Score -1.67826e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -16782604.000000 Penalty: 5668.455078
	Iteration 94Q: 3 clusters Score -1.67826e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -16782618.000000 Penalty: 5668.455078
	Iteration 95Q: 3 clusters Score -1.678262e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -16782612.000000 Penalty: 5668.455078
	Iteration 96Q: 3 clusters Score -1.678261e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -16782600.000000 Penalty: 5668.455078
	Iteration 97Q: 3 clusters Score -1.67826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -16782584.000000 Penalty: 5668.455078
	Iteration 98Q: 3 clusters Score -1.678258e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -16782596.000000 Penalty: 5668.455078
	Iteration 99Q: 3 clusters Score -1.67826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -16782584.000000 Penalty: 5668.455078
	Iteration 100F: 3 clusters Score -1.678258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -16782584.000000 Penalty: 5668.455078
	Iteration 101Q: 3 clusters Score -1.678258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -16782580.000000 Penalty: 5668.455078
	Iteration 102Q: 3 clusters Score -1.678258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -16782584.000000 Penalty: 5668.455078
	Iteration 103Q: 3 clusters Score -1.678258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -16782588.000000 Penalty: 5668.455078
	Iteration 104Q: 3 clusters Score -1.678259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -16782592.000000 Penalty: 5668.455078
	Iteration 105Q: 3 clusters Score -1.678259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -16782584.000000 Penalty: 5668.455078
	Iteration 106Q: 3 clusters Score -1.678258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -16782604.000000 Penalty: 5668.455078
	Iteration 107Q: 3 clusters Score -1.67826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -16782614.000000 Penalty: 5668.455078
	Iteration 108Q: 3 clusters Score -1.678261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -16782604.000000 Penalty: 5668.455078
	Iteration 109Q: 3 clusters Score -1.67826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -16782600.000000 Penalty: 5668.455078
	Iteration 110Q: 3 clusters Score -1.67826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -16782586.000000 Penalty: 5668.455078
	Iteration 111Q: 3 clusters Score -1.678259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -16782586.000000 Penalty: 5668.455078
	Iteration 112Q: 3 clusters Score -1.678259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -16782588.000000 Penalty: 5668.455078
	Iteration 113Q: 3 clusters Score -1.678259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -16782588.000000 Penalty: 5668.455078
	Iteration 114Q: 3 clusters Score -1.678259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -16782594.000000 Penalty: 5668.455078
	Iteration 115Q: 3 clusters Score -1.678259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -16782594.000000 Penalty: 5668.455078
	Iteration 116F: 3 clusters Score -1.678259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18691 members 
Mstep: Class 3 contains 54840 members 
Mstep: Class 4 contains 53825 members 
Mstep: Class 5 contains 13290 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 62287 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 52000 members 
Mstep: Class 10 contains 44457 members 
Mstep: Class 11 contains 47432 members 
Mstep: Class 12 contains 52528 members 
Mstep: Class 13 contains 66516 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 19 contains 56951 members 
Mstep: Class 20 contains 56096 members 
Entering Unmasked Estep 
Score: -106551288.000000 Penalty: 55985.031250
Splitting cluster 10 changes total score from -106535016.000000 to -106551288.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 12 (52528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Entering Unmasked Estep 
Score: -9712969.000000 Penalty: 2695.537109
	Iteration 0F: 2 clusters Score -9712969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -9684210.000000 Penalty: 5391.074219
	Iteration 0F: 3 clusters Score -9684210 nChanged 24346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -9698246.000000 Penalty: 5391.074219
	Iteration 1F: 3 clusters Score -9698246 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -9699507.000000 Penalty: 5391.074219
	Iteration 2Q: 3 clusters Score -9699507 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -9701155.000000 Penalty: 5391.074219
	Iteration 3Q: 3 clusters Score -9701155 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -9702890.000000 Penalty: 5391.074219
	Iteration 4F: 3 clusters Score -9702890 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -9704672.000000 Penalty: 5391.074219
	Iteration 5F: 3 clusters Score -9704672 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -9706246.000000 Penalty: 5391.074219
	Iteration 6F: 3 clusters Score -9706246 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -9707729.000000 Penalty: 5391.074219
	Iteration 7F: 3 clusters Score -9707729 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -9709110.000000 Penalty: 5391.074219
	Iteration 8F: 3 clusters Score -9709110 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -9710115.000000 Penalty: 5391.074219
	Iteration 9Q: 3 clusters Score -9710115 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -9710961.000000 Penalty: 5391.074219
	Iteration 10Q: 3 clusters Score -9710961 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -9711521.000000 Penalty: 5391.074219
	Iteration 11Q: 3 clusters Score -9711521 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -9711928.000000 Penalty: 5391.074219
	Iteration 12Q: 3 clusters Score -9711928 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -9712041.000000 Penalty: 5391.074219
	Iteration 13Q: 3 clusters Score -9712041 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -9712108.000000 Penalty: 5391.074219
	Iteration 14Q: 3 clusters Score -9712108 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -9712230.000000 Penalty: 5391.074219
	Iteration 15Q: 3 clusters Score -9712230 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -9712280.000000 Penalty: 5391.074219
	Iteration 16Q: 3 clusters Score -9712280 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -9712355.000000 Penalty: 5391.074219
	Iteration 17Q: 3 clusters Score -9712355 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -9712414.000000 Penalty: 5391.074219
	Iteration 18Q: 3 clusters Score -9712414 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -9712423.000000 Penalty: 5391.074219
	Iteration 19Q: 3 clusters Score -9712423 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -9712489.000000 Penalty: 5391.074219
	Iteration 20F: 3 clusters Score -9712489 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -9712552.000000 Penalty: 5391.074219
	Iteration 21Q: 3 clusters Score -9712552 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -9712563.000000 Penalty: 5391.074219
	Iteration 22Q: 3 clusters Score -9712563 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -9712617.000000 Penalty: 5391.074219
	Iteration 23Q: 3 clusters Score -9712617 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -9712574.000000 Penalty: 5391.074219
	Iteration 24Q: 3 clusters Score -9712574 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -9712594.000000 Penalty: 5391.074219
	Iteration 25Q: 3 clusters Score -9712594 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -9712609.000000 Penalty: 5391.074219
	Iteration 26Q: 3 clusters Score -9712609 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -9712625.000000 Penalty: 5391.074219
	Iteration 27Q: 3 clusters Score -9712625 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -9712655.000000 Penalty: 5391.074219
	Iteration 28Q: 3 clusters Score -9712655 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -9712648.000000 Penalty: 5391.074219
	Iteration 29Q: 3 clusters Score -9712648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -9712643.000000 Penalty: 5391.074219
	Iteration 30Q: 3 clusters Score -9712643 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -9712671.000000 Penalty: 5391.074219
	Iteration 31Q: 3 clusters Score -9712671 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -9712689.000000 Penalty: 5391.074219
	Iteration 32Q: 3 clusters Score -9712689 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -9712702.000000 Penalty: 5391.074219
	Iteration 33Q: 3 clusters Score -9712702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -9712703.000000 Penalty: 5391.074219
	Iteration 34Q: 3 clusters Score -9712703 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -9712689.000000 Penalty: 5391.074219
	Iteration 35Q: 3 clusters Score -9712689 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -9712712.000000 Penalty: 5391.074219
	Iteration 36Q: 3 clusters Score -9712712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -9712712.000000 Penalty: 5391.074219
	Iteration 37Q: 3 clusters Score -9712712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -9712737.000000 Penalty: 5391.074219
	Iteration 38Q: 3 clusters Score -9712737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -9712714.000000 Penalty: 5391.074219
	Iteration 39Q: 3 clusters Score -9712714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -9712714.000000 Penalty: 5391.074219
	Iteration 40F: 3 clusters Score -9712714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -9712731.000000 Penalty: 5391.074219
	Iteration 41Q: 3 clusters Score -9712731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -9712732.000000 Penalty: 5391.074219
	Iteration 42Q: 3 clusters Score -9712732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -9712730.000000 Penalty: 5391.074219
	Iteration 43Q: 3 clusters Score -9712730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -9712720.000000 Penalty: 5391.074219
	Iteration 44Q: 3 clusters Score -9712720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -9712721.000000 Penalty: 5391.074219
	Iteration 45Q: 3 clusters Score -9712721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -9712726.000000 Penalty: 5391.074219
	Iteration 46Q: 3 clusters Score -9712726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -9712723.000000 Penalty: 5391.074219
	Iteration 47Q: 3 clusters Score -9712723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -9712727.000000 Penalty: 5391.074219
	Iteration 48Q: 3 clusters Score -9712727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -9712722.000000 Penalty: 5391.074219
	Iteration 49Q: 3 clusters Score -9712722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -9712726.000000 Penalty: 5391.074219
	Iteration 50Q: 3 clusters Score -9712726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -9712723.000000 Penalty: 5391.074219
	Iteration 51Q: 3 clusters Score -9712723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -9712741.000000 Penalty: 5391.074219
	Iteration 52Q: 3 clusters Score -9712741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -9712733.000000 Penalty: 5391.074219
	Iteration 53Q: 3 clusters Score -9712733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -9712744.000000 Penalty: 5391.074219
	Iteration 54Q: 3 clusters Score -9712744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -9712737.000000 Penalty: 5391.074219
	Iteration 55Q: 3 clusters Score -9712737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -9712737.000000 Penalty: 5391.074219
	Iteration 56Q: 3 clusters Score -9712737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -9712734.000000 Penalty: 5391.074219
	Iteration 57Q: 3 clusters Score -9712734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -9712719.000000 Penalty: 5391.074219
	Iteration 58Q: 3 clusters Score -9712719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -9712729.000000 Penalty: 5391.074219
	Iteration 59Q: 3 clusters Score -9712729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -9712723.000000 Penalty: 5391.074219
	Iteration 60F: 3 clusters Score -9712723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -9712730.000000 Penalty: 5391.074219
	Iteration 61Q: 3 clusters Score -9712730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -9712730.000000 Penalty: 5391.074219
	Iteration 62F: 3 clusters Score -9712730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Entering Unmasked Estep 
Score: -12546010.000000 Penalty: 2754.089111
	Iteration 0F: 2 clusters Score -1.254601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -12524509.000000 Penalty: 5508.178223
	Iteration 0F: 3 clusters Score -1.252451e+07 nChanged 30924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -12541903.000000 Penalty: 5508.178223
	Iteration 1F: 3 clusters Score -1.25419e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -12542597.000000 Penalty: 5508.178223
	Iteration 2Q: 3 clusters Score -1.25426e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -12543245.000000 Penalty: 5508.178223
	Iteration 3Q: 3 clusters Score -1.254324e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -12544037.000000 Penalty: 5508.178223
	Iteration 4Q: 3 clusters Score -1.254404e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -12544929.000000 Penalty: 5508.178223
	Iteration 5Q: 3 clusters Score -1.254493e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -12546029.000000 Penalty: 5508.178223
	Iteration 6Q: 3 clusters Score -1.254603e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -12547513.000000 Penalty: 5508.178223
	Iteration 7Q: 3 clusters Score -1.254751e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -12549857.000000 Penalty: 5508.178223
	Iteration 8F: 3 clusters Score -1.254986e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -12552790.000000 Penalty: 5508.178223
	Iteration 9F: 3 clusters Score -1.255279e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -12555507.000000 Penalty: 5508.178223
	Iteration 10F: 3 clusters Score -1.255551e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -12557016.000000 Penalty: 5508.178223
	Iteration 11F: 3 clusters Score -1.255702e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -12557580.000000 Penalty: 5508.178223
	Iteration 12Q: 3 clusters Score -1.255758e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -12557755.000000 Penalty: 5508.178223
	Iteration 13Q: 3 clusters Score -1.255776e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -12557990.000000 Penalty: 5508.178223
	Iteration 14Q: 3 clusters Score -1.255799e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -12558233.000000 Penalty: 5508.178223
	Iteration 15Q: 3 clusters Score -1.255823e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -12558336.000000 Penalty: 5508.178223
	Iteration 16Q: 3 clusters Score -1.255834e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -12558481.000000 Penalty: 5508.178223
	Iteration 17Q: 3 clusters Score -1.255848e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -12558519.000000 Penalty: 5508.178223
	Iteration 18Q: 3 clusters Score -1.255852e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -12558440.000000 Penalty: 5508.178223
	Iteration 19Q: 3 clusters Score -1.255844e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -12558364.000000 Penalty: 5508.178223
	Iteration 20F: 3 clusters Score -1.255836e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -12558283.000000 Penalty: 5508.178223
	Iteration 21Q: 3 clusters Score -1.255828e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -12558209.000000 Penalty: 5508.178223
	Iteration 22Q: 3 clusters Score -1.255821e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -12558146.000000 Penalty: 5508.178223
	Iteration 23Q: 3 clusters Score -1.255815e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -12558112.000000 Penalty: 5508.178223
	Iteration 24Q: 3 clusters Score -1.255811e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -12558051.000000 Penalty: 5508.178223
	Iteration 25Q: 3 clusters Score -1.255805e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -12557959.000000 Penalty: 5508.178223
	Iteration 26Q: 3 clusters Score -1.255796e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -12557917.000000 Penalty: 5508.178223
	Iteration 27Q: 3 clusters Score -1.255792e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -12557896.000000 Penalty: 5508.178223
	Iteration 28Q: 3 clusters Score -1.25579e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -12557910.000000 Penalty: 5508.178223
	Iteration 29Q: 3 clusters Score -1.255791e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -12557919.000000 Penalty: 5508.178223
	Iteration 30Q: 3 clusters Score -1.255792e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -12557925.000000 Penalty: 5508.178223
	Iteration 31Q: 3 clusters Score -1.255792e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -12557953.000000 Penalty: 5508.178223
	Iteration 32Q: 3 clusters Score -1.255795e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -12557971.000000 Penalty: 5508.178223
	Iteration 33Q: 3 clusters Score -1.255797e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -12557983.000000 Penalty: 5508.178223
	Iteration 34Q: 3 clusters Score -1.255798e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -12558038.000000 Penalty: 5508.178223
	Iteration 35Q: 3 clusters Score -1.255804e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -12558135.000000 Penalty: 5508.178223
	Iteration 36Q: 3 clusters Score -1.255814e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -12558149.000000 Penalty: 5508.178223
	Iteration 37Q: 3 clusters Score -1.255815e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -12558191.000000 Penalty: 5508.178223
	Iteration 38Q: 3 clusters Score -1.255819e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -12558220.000000 Penalty: 5508.178223
	Iteration 39Q: 3 clusters Score -1.255822e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -12558285.000000 Penalty: 5508.178223
	Iteration 40F: 3 clusters Score -1.255828e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -12558320.000000 Penalty: 5508.178223
	Iteration 41Q: 3 clusters Score -1.255832e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -12558284.000000 Penalty: 5508.178223
	Iteration 42Q: 3 clusters Score -1.255828e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -12558338.000000 Penalty: 5508.178223
	Iteration 43Q: 3 clusters Score -1.255834e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -12558414.000000 Penalty: 5508.178223
	Iteration 44Q: 3 clusters Score -1.255841e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -12558430.000000 Penalty: 5508.178223
	Iteration 45Q: 3 clusters Score -1.255843e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -12558430.000000 Penalty: 5508.178223
	Iteration 46Q: 3 clusters Score -1.255843e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -12558478.000000 Penalty: 5508.178223
	Iteration 47Q: 3 clusters Score -1.255848e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -12558515.000000 Penalty: 5508.178223
	Iteration 48Q: 3 clusters Score -1.255852e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -12558549.000000 Penalty: 5508.178223
	Iteration 49Q: 3 clusters Score -1.255855e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -12558627.000000 Penalty: 5508.178223
	Iteration 50Q: 3 clusters Score -1.255863e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -12558627.000000 Penalty: 5508.178223
	Iteration 51Q: 3 clusters Score -1.255863e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -12558636.000000 Penalty: 5508.178223
	Iteration 52Q: 3 clusters Score -1.255864e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -12558646.000000 Penalty: 5508.178223
	Iteration 53Q: 3 clusters Score -1.255865e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -12558701.000000 Penalty: 5508.178223
	Iteration 54Q: 3 clusters Score -1.25587e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -12558739.000000 Penalty: 5508.178223
	Iteration 55Q: 3 clusters Score -1.255874e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -12558754.000000 Penalty: 5508.178223
	Iteration 56Q: 3 clusters Score -1.255875e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -12558800.000000 Penalty: 5508.178223
	Iteration 57Q: 3 clusters Score -1.25588e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -12558797.000000 Penalty: 5508.178223
	Iteration 58Q: 3 clusters Score -1.25588e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -12558823.000000 Penalty: 5508.178223
	Iteration 59Q: 3 clusters Score -1.255882e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -12558861.000000 Penalty: 5508.178223
	Iteration 60F: 3 clusters Score -1.255886e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -12558890.000000 Penalty: 5508.178223
	Iteration 61Q: 3 clusters Score -1.255889e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -12558918.000000 Penalty: 5508.178223
	Iteration 62Q: 3 clusters Score -1.255892e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -12558964.000000 Penalty: 5508.178223
	Iteration 63Q: 3 clusters Score -1.255896e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -12559025.000000 Penalty: 5508.178223
	Iteration 64Q: 3 clusters Score -1.255902e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -12559044.000000 Penalty: 5508.178223
	Iteration 65Q: 3 clusters Score -1.255904e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -12559053.000000 Penalty: 5508.178223
	Iteration 66Q: 3 clusters Score -1.255905e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -12559065.000000 Penalty: 5508.178223
	Iteration 67Q: 3 clusters Score -1.255906e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -12559104.000000 Penalty: 5508.178223
	Iteration 68Q: 3 clusters Score -1.25591e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -12559105.000000 Penalty: 5508.178223
	Iteration 69Q: 3 clusters Score -1.25591e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -12559150.000000 Penalty: 5508.178223
	Iteration 70Q: 3 clusters Score -1.255915e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -12559178.000000 Penalty: 5508.178223
	Iteration 71Q: 3 clusters Score -1.255918e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -12559178.000000 Penalty: 5508.178223
	Iteration 72Q: 3 clusters Score -1.255918e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -12559182.000000 Penalty: 5508.178223
	Iteration 73Q: 3 clusters Score -1.255918e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -12559173.000000 Penalty: 5508.178223
	Iteration 74Q: 3 clusters Score -1.255917e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -12559184.000000 Penalty: 5508.178223
	Iteration 75Q: 3 clusters Score -1.255918e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -12559201.000000 Penalty: 5508.178223
	Iteration 76Q: 3 clusters Score -1.25592e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -12559176.000000 Penalty: 5508.178223
	Iteration 77Q: 3 clusters Score -1.255918e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -12559198.000000 Penalty: 5508.178223
	Iteration 78Q: 3 clusters Score -1.25592e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -12559219.000000 Penalty: 5508.178223
	Iteration 79Q: 3 clusters Score -1.255922e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -12559205.000000 Penalty: 5508.178223
	Iteration 80F: 3 clusters Score -1.25592e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -12559217.000000 Penalty: 5508.178223
	Iteration 81Q: 3 clusters Score -1.255922e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -12559220.000000 Penalty: 5508.178223
	Iteration 82Q: 3 clusters Score -1.255922e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -12559206.000000 Penalty: 5508.178223
	Iteration 83Q: 3 clusters Score -1.255921e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -12559235.000000 Penalty: 5508.178223
	Iteration 84Q: 3 clusters Score -1.255924e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -12559269.000000 Penalty: 5508.178223
	Iteration 85Q: 3 clusters Score -1.255927e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -12559287.000000 Penalty: 5508.178223
	Iteration 86Q: 3 clusters Score -1.255929e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -12559304.000000 Penalty: 5508.178223
	Iteration 87Q: 3 clusters Score -1.25593e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -12559317.000000 Penalty: 5508.178223
	Iteration 88Q: 3 clusters Score -1.255932e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -12559315.000000 Penalty: 5508.178223
	Iteration 89Q: 3 clusters Score -1.255932e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -12559328.000000 Penalty: 5508.178223
	Iteration 90Q: 3 clusters Score -1.255933e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -12559328.000000 Penalty: 5508.178223
	Iteration 91Q: 3 clusters Score -1.255933e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -12559312.000000 Penalty: 5508.178223
	Iteration 92Q: 3 clusters Score -1.255931e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -12559305.000000 Penalty: 5508.178223
	Iteration 93Q: 3 clusters Score -1.25593e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -12559312.000000 Penalty: 5508.178223
	Iteration 94Q: 3 clusters Score -1.255931e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -12559329.000000 Penalty: 5508.178223
	Iteration 95Q: 3 clusters Score -1.255933e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -12559323.000000 Penalty: 5508.178223
	Iteration 96Q: 3 clusters Score -1.255932e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -12559304.000000 Penalty: 5508.178223
	Iteration 97Q: 3 clusters Score -1.25593e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -12559303.000000 Penalty: 5508.178223
	Iteration 98Q: 3 clusters Score -1.25593e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -12559296.000000 Penalty: 5508.178223
	Iteration 99Q: 3 clusters Score -1.25593e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -12559295.000000 Penalty: 5508.178223
	Iteration 100F: 3 clusters Score -1.25593e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -12559284.000000 Penalty: 5508.178223
	Iteration 101Q: 3 clusters Score -1.255928e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -12559273.000000 Penalty: 5508.178223
	Iteration 102Q: 3 clusters Score -1.255927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -12559281.000000 Penalty: 5508.178223
	Iteration 103Q: 3 clusters Score -1.255928e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -12559301.000000 Penalty: 5508.178223
	Iteration 104Q: 3 clusters Score -1.25593e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -12559290.000000 Penalty: 5508.178223
	Iteration 105Q: 3 clusters Score -1.255929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -12559297.000000 Penalty: 5508.178223
	Iteration 106Q: 3 clusters Score -1.25593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -12559289.000000 Penalty: 5508.178223
	Iteration 107Q: 3 clusters Score -1.255929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -12559296.000000 Penalty: 5508.178223
	Iteration 108Q: 3 clusters Score -1.25593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -12559313.000000 Penalty: 5508.178223
	Iteration 109Q: 3 clusters Score -1.255931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -12559308.000000 Penalty: 5508.178223
	Iteration 110Q: 3 clusters Score -1.255931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -12559309.000000 Penalty: 5508.178223
	Iteration 111Q: 3 clusters Score -1.255931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -12559306.000000 Penalty: 5508.178223
	Iteration 112Q: 3 clusters Score -1.255931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -12559313.000000 Penalty: 5508.178223
	Iteration 113Q: 3 clusters Score -1.255931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -12559316.000000 Penalty: 5508.178223
	Iteration 114Q: 3 clusters Score -1.255932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -12559328.000000 Penalty: 5508.178223
	Iteration 115Q: 3 clusters Score -1.255933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -12559324.000000 Penalty: 5508.178223
	Iteration 116Q: 3 clusters Score -1.255932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -12559334.000000 Penalty: 5508.178223
	Iteration 117Q: 3 clusters Score -1.255933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -12559345.000000 Penalty: 5508.178223
	Iteration 118Q: 3 clusters Score -1.255934e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -12559349.000000 Penalty: 5508.178223
	Iteration 119Q: 3 clusters Score -1.255935e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -12559361.000000 Penalty: 5508.178223
	Iteration 120F: 3 clusters Score -1.255936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -12559364.000000 Penalty: 5508.178223
	Iteration 121Q: 3 clusters Score -1.255936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -12559356.000000 Penalty: 5508.178223
	Iteration 122Q: 3 clusters Score -1.255936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -12559348.000000 Penalty: 5508.178223
	Iteration 123Q: 3 clusters Score -1.255935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -12559362.000000 Penalty: 5508.178223
	Iteration 124Q: 3 clusters Score -1.255936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -12559349.000000 Penalty: 5508.178223
	Iteration 125Q: 3 clusters Score -1.255935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -12559381.000000 Penalty: 5508.178223
	Iteration 126Q: 3 clusters Score -1.255938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -12559368.000000 Penalty: 5508.178223
	Iteration 127Q: 3 clusters Score -1.255937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -12559365.000000 Penalty: 5508.178223
	Iteration 128Q: 3 clusters Score -1.255936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -12559359.000000 Penalty: 5508.178223
	Iteration 129Q: 3 clusters Score -1.255936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -12559347.000000 Penalty: 5508.178223
	Iteration 130Q: 3 clusters Score -1.255935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -12559336.000000 Penalty: 5508.178223
	Iteration 131Q: 3 clusters Score -1.255934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -12559346.000000 Penalty: 5508.178223
	Iteration 132Q: 3 clusters Score -1.255935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -12559356.000000 Penalty: 5508.178223
	Iteration 133Q: 3 clusters Score -1.255936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -12559352.000000 Penalty: 5508.178223
	Iteration 134Q: 3 clusters Score -1.255935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -12559344.000000 Penalty: 5508.178223
	Iteration 135Q: 3 clusters Score -1.255934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -12559337.000000 Penalty: 5508.178223
	Iteration 136Q: 3 clusters Score -1.255934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -12559334.000000 Penalty: 5508.178223
	Iteration 137Q: 3 clusters Score -1.255933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -12559335.000000 Penalty: 5508.178223
	Iteration 138Q: 3 clusters Score -1.255934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -12559335.000000 Penalty: 5508.178223
	Iteration 139F: 3 clusters Score -1.255934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18691 members 
Mstep: Class 3 contains 54840 members 
Mstep: Class 4 contains 53825 members 
Mstep: Class 5 contains 13290 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 62287 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 52000 members 
Mstep: Class 10 contains 44457 members 
Mstep: Class 11 contains 47432 members 
Mstep: Class 12 contains 52528 members 
Mstep: Class 13 contains 44699 members 
Mstep: Class 14 contains 21817 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 19 contains 56951 members 
Mstep: Class 20 contains 56096 members 
Entering Unmasked Estep 
Score: -106564568.000000 Penalty: 59278.269531
Splitting cluster 13 changes total score from -106535016.000000 to -106564568.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -321659.968750 Penalty: 1901.106812
	Iteration 0F: 2 clusters Score -321660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -319119.125000 Penalty: 3802.213623
	Iteration 0F: 3 clusters Score -319119.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -320212.687500 Penalty: 3802.213623
	Iteration 1F: 3 clusters Score -320212.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -321960.000000 Penalty: 3802.213623
	Iteration 2F: 3 clusters Score -321960 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -324711.093750 Penalty: 3802.213623
	Iteration 3F: 3 clusters Score -324711.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -326846.093750 Penalty: 3802.213623
	Iteration 4F: 3 clusters Score -326846.1 nChanged 89
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: -327495.125000 Penalty: 3802.213623
	Iteration 5Q: 3 clusters Score -327495.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -327746.593750 Penalty: 3802.213623
	Iteration 6Q: 3 clusters Score -327746.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -327803.062500 Penalty: 3802.213623
	Iteration 7Q: 3 clusters Score -327803.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -327834.843750 Penalty: 3802.213623
	Iteration 8Q: 3 clusters Score -327834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -327845.906250 Penalty: 3802.213623
	Iteration 9Q: 3 clusters Score -327845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -327855.250000 Penalty: 3802.213623
	Iteration 10Q: 3 clusters Score -327855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -327864.500000 Penalty: 3802.213623
	Iteration 11Q: 3 clusters Score -327864.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -327866.250000 Penalty: 3802.213623
	Iteration 12Q: 3 clusters Score -327866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -327866.250000 Penalty: 3802.213623
	Iteration 13F: 3 clusters Score -327866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18691 members 
Mstep: Class 3 contains 54840 members 
Mstep: Class 4 contains 53825 members 
Mstep: Class 5 contains 13290 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 62287 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 52000 members 
Mstep: Class 10 contains 44457 members 
Mstep: Class 11 contains 47432 members 
Mstep: Class 12 contains 52528 members 
Mstep: Class 13 contains 44699 members 
Mstep: Class 14 contains 21817 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 19 contains 56951 members 
Mstep: Class 20 contains 56096 members 
Entering Unmasked Estep 
Score: -106569344.000000 Penalty: 62571.507812
Splitting cluster 15 changes total score from -106535016.000000 to -106569344.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -214377.531250 Penalty: 1778.951538
	Iteration 0F: 2 clusters Score -214377.5 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 662 members 
Entering Unmasked Estep 
Score: -212352.625000 Penalty: 3557.903076
	Iteration 0F: 3 clusters Score -212352.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -212877.921875 Penalty: 3557.903076
	Iteration 1F: 3 clusters Score -212877.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -213181.875000 Penalty: 3557.903076
	Iteration 2F: 3 clusters Score -213181.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -213492.906250 Penalty: 3557.903076
	Iteration 3F: 3 clusters Score -213492.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -213765.843750 Penalty: 3557.903076
	Iteration 4F: 3 clusters Score -213765.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -214113.265625 Penalty: 3557.903076
	Iteration 5F: 3 clusters Score -214113.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -214621.812500 Penalty: 3557.903076
	Iteration 6F: 3 clusters Score -214621.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -215109.765625 Penalty: 3557.903076
	Iteration 7F: 3 clusters Score -215109.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -215442.312500 Penalty: 3557.903076
	Iteration 8F: 3 clusters Score -215442.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -215620.812500 Penalty: 3557.903076
	Iteration 9Q: 3 clusters Score -215620.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215701.328125 Penalty: 3557.903076
	Iteration 10Q: 3 clusters Score -215701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -215721.562500 Penalty: 3557.903076
	Iteration 11Q: 3 clusters Score -215721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -215743.062500 Penalty: 3557.903076
	Iteration 12Q: 3 clusters Score -215743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -215745.140625 Penalty: 3557.903076
	Iteration 13Q: 3 clusters Score -215745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -215745.140625 Penalty: 3557.903076
	Iteration 14F: 3 clusters Score -215745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18691 members 
Mstep: Class 3 contains 54840 members 
Mstep: Class 4 contains 53825 members 
Mstep: Class 5 contains 13290 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 62287 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 52000 members 
Mstep: Class 10 contains 44457 members 
Mstep: Class 11 contains 47432 members 
Mstep: Class 12 contains 52528 members 
Mstep: Class 13 contains 44699 members 
Mstep: Class 14 contains 21817 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 56951 members 
Mstep: Class 20 contains 56096 members 
Entering Unmasked Estep 
Score: -106569112.000000 Penalty: 65864.742188
Splitting cluster 17 changes total score from -106535016.000000 to -106569112.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 19 (56951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Entering Unmasked Estep 
Score: -10549129.000000 Penalty: 2715.586670
	Iteration 0F: 2 clusters Score -1.054913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -10524354.000000 Penalty: 5431.173340
	Iteration 0F: 3 clusters Score -1.052435e+07 nChanged 26429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -10539181.000000 Penalty: 5431.173340
	Iteration 1F: 3 clusters Score -1.053918e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -10539841.000000 Penalty: 5431.173340
	Iteration 2Q: 3 clusters Score -1.053984e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -10540644.000000 Penalty: 5431.173340
	Iteration 3Q: 3 clusters Score -1.054064e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -10541858.000000 Penalty: 5431.173340
	Iteration 4Q: 3 clusters Score -1.054186e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -10543689.000000 Penalty: 5431.173340
	Iteration 5F: 3 clusters Score -1.054369e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -10546241.000000 Penalty: 5431.173340
	Iteration 6F: 3 clusters Score -1.054624e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -10549414.000000 Penalty: 5431.173340
	Iteration 7F: 3 clusters Score -1.054941e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -10553001.000000 Penalty: 5431.173340
	Iteration 8F: 3 clusters Score -1.0553e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -10555706.000000 Penalty: 5431.173340
	Iteration 9F: 3 clusters Score -1.055571e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -10556723.000000 Penalty: 5431.173340
	Iteration 10Q: 3 clusters Score -1.055672e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -10557070.000000 Penalty: 5431.173340
	Iteration 11Q: 3 clusters Score -1.055707e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -10557111.000000 Penalty: 5431.173340
	Iteration 12Q: 3 clusters Score -1.055711e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -10557041.000000 Penalty: 5431.173340
	Iteration 13Q: 3 clusters Score -1.055704e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -10556839.000000 Penalty: 5431.173340
	Iteration 14Q: 3 clusters Score -1.055684e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -10556513.000000 Penalty: 5431.173340
	Iteration 15Q: 3 clusters Score -1.055651e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -10556131.000000 Penalty: 5431.173340
	Iteration 16Q: 3 clusters Score -1.055613e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -10555748.000000 Penalty: 5431.173340
	Iteration 17Q: 3 clusters Score -1.055575e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -10555326.000000 Penalty: 5431.173340
	Iteration 18Q: 3 clusters Score -1.055533e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -10554987.000000 Penalty: 5431.173340
	Iteration 19Q: 3 clusters Score -1.055499e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -10554606.000000 Penalty: 5431.173340
	Iteration 20F: 3 clusters Score -1.055461e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -10554259.000000 Penalty: 5431.173340
	Iteration 21Q: 3 clusters Score -1.055426e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -10553949.000000 Penalty: 5431.173340
	Iteration 22Q: 3 clusters Score -1.055395e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -10553583.000000 Penalty: 5431.173340
	Iteration 23Q: 3 clusters Score -1.055358e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -10553224.000000 Penalty: 5431.173340
	Iteration 24Q: 3 clusters Score -1.055322e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -10552863.000000 Penalty: 5431.173340
	Iteration 25Q: 3 clusters Score -1.055286e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -10552537.000000 Penalty: 5431.173340
	Iteration 26Q: 3 clusters Score -1.055254e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -10552285.000000 Penalty: 5431.173340
	Iteration 27Q: 3 clusters Score -1.055228e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -10551957.000000 Penalty: 5431.173340
	Iteration 28Q: 3 clusters Score -1.055196e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -10551695.000000 Penalty: 5431.173340
	Iteration 29Q: 3 clusters Score -1.05517e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -10551483.000000 Penalty: 5431.173340
	Iteration 30Q: 3 clusters Score -1.055148e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -10551259.000000 Penalty: 5431.173340
	Iteration 31Q: 3 clusters Score -1.055126e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -10551094.000000 Penalty: 5431.173340
	Iteration 32Q: 3 clusters Score -1.055109e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -10550930.000000 Penalty: 5431.173340
	Iteration 33Q: 3 clusters Score -1.055093e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -10550774.000000 Penalty: 5431.173340
	Iteration 34Q: 3 clusters Score -1.055077e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -10550641.000000 Penalty: 5431.173340
	Iteration 35Q: 3 clusters Score -1.055064e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -10550558.000000 Penalty: 5431.173340
	Iteration 36Q: 3 clusters Score -1.055056e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -10550487.000000 Penalty: 5431.173340
	Iteration 37Q: 3 clusters Score -1.055049e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -10550415.000000 Penalty: 5431.173340
	Iteration 38Q: 3 clusters Score -1.055042e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -10550350.000000 Penalty: 5431.173340
	Iteration 39Q: 3 clusters Score -1.055035e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -10550259.000000 Penalty: 5431.173340
	Iteration 40F: 3 clusters Score -1.055026e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -10550191.000000 Penalty: 5431.173340
	Iteration 41Q: 3 clusters Score -1.055019e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -10550127.000000 Penalty: 5431.173340
	Iteration 42Q: 3 clusters Score -1.055013e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -10550080.000000 Penalty: 5431.173340
	Iteration 43Q: 3 clusters Score -1.055008e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -10550046.000000 Penalty: 5431.173340
	Iteration 44Q: 3 clusters Score -1.055005e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -10550012.000000 Penalty: 5431.173340
	Iteration 45Q: 3 clusters Score -1.055001e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -10549998.000000 Penalty: 5431.173340
	Iteration 46Q: 3 clusters Score -1.055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -10549982.000000 Penalty: 5431.173340
	Iteration 47Q: 3 clusters Score -1.054998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -10549942.000000 Penalty: 5431.173340
	Iteration 48Q: 3 clusters Score -1.054994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -10549914.000000 Penalty: 5431.173340
	Iteration 49Q: 3 clusters Score -1.054991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -10549898.000000 Penalty: 5431.173340
	Iteration 50Q: 3 clusters Score -1.05499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -10549873.000000 Penalty: 5431.173340
	Iteration 51Q: 3 clusters Score -1.054987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -10549883.000000 Penalty: 5431.173340
	Iteration 52Q: 3 clusters Score -1.054988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -10549870.000000 Penalty: 5431.173340
	Iteration 53Q: 3 clusters Score -1.054987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -10549880.000000 Penalty: 5431.173340
	Iteration 54Q: 3 clusters Score -1.054988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -10549867.000000 Penalty: 5431.173340
	Iteration 55Q: 3 clusters Score -1.054987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -10549874.000000 Penalty: 5431.173340
	Iteration 56Q: 3 clusters Score -1.054987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -10549874.000000 Penalty: 5431.173340
	Iteration 57Q: 3 clusters Score -1.054987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -10549864.000000 Penalty: 5431.173340
	Iteration 58Q: 3 clusters Score -1.054986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -10549835.000000 Penalty: 5431.173340
	Iteration 59Q: 3 clusters Score -1.054984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -10549831.000000 Penalty: 5431.173340
	Iteration 60F: 3 clusters Score -1.054983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -10549830.000000 Penalty: 5431.173340
	Iteration 61Q: 3 clusters Score -1.054983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -10549828.000000 Penalty: 5431.173340
	Iteration 62Q: 3 clusters Score -1.054983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -10549826.000000 Penalty: 5431.173340
	Iteration 63Q: 3 clusters Score -1.054983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -10549811.000000 Penalty: 5431.173340
	Iteration 64Q: 3 clusters Score -1.054981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -10549804.000000 Penalty: 5431.173340
	Iteration 65Q: 3 clusters Score -1.05498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -10549795.000000 Penalty: 5431.173340
	Iteration 66Q: 3 clusters Score -1.05498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -10549789.000000 Penalty: 5431.173340
	Iteration 67Q: 3 clusters Score -1.054979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -10549782.000000 Penalty: 5431.173340
	Iteration 68Q: 3 clusters Score -1.054978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -10549769.000000 Penalty: 5431.173340
	Iteration 69Q: 3 clusters Score -1.054977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -10549752.000000 Penalty: 5431.173340
	Iteration 70Q: 3 clusters Score -1.054975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -10549732.000000 Penalty: 5431.173340
	Iteration 71Q: 3 clusters Score -1.054973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -10549731.000000 Penalty: 5431.173340
	Iteration 72Q: 3 clusters Score -1.054973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -10549732.000000 Penalty: 5431.173340
	Iteration 73Q: 3 clusters Score -1.054973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -10549710.000000 Penalty: 5431.173340
	Iteration 74Q: 3 clusters Score -1.054971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -10549701.000000 Penalty: 5431.173340
	Iteration 75Q: 3 clusters Score -1.05497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -10549700.000000 Penalty: 5431.173340
	Iteration 76Q: 3 clusters Score -1.05497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -10549696.000000 Penalty: 5431.173340
	Iteration 77Q: 3 clusters Score -1.05497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -10549691.000000 Penalty: 5431.173340
	Iteration 78Q: 3 clusters Score -1.054969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -10549701.000000 Penalty: 5431.173340
	Iteration 79Q: 3 clusters Score -1.05497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -10549685.000000 Penalty: 5431.173340
	Iteration 80F: 3 clusters Score -1.054968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -10549681.000000 Penalty: 5431.173340
	Iteration 81Q: 3 clusters Score -1.054968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -10549671.000000 Penalty: 5431.173340
	Iteration 82Q: 3 clusters Score -1.054967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -10549669.000000 Penalty: 5431.173340
	Iteration 83Q: 3 clusters Score -1.054967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -10549670.000000 Penalty: 5431.173340
	Iteration 84Q: 3 clusters Score -1.054967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -10549656.000000 Penalty: 5431.173340
	Iteration 85Q: 3 clusters Score -1.054966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -10549656.000000 Penalty: 5431.173340
	Iteration 86Q: 3 clusters Score -1.054966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -10549638.000000 Penalty: 5431.173340
	Iteration 87Q: 3 clusters Score -1.054964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -10549607.000000 Penalty: 5431.173340
	Iteration 88Q: 3 clusters Score -1.054961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -10549606.000000 Penalty: 5431.173340
	Iteration 89Q: 3 clusters Score -1.054961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -10549596.000000 Penalty: 5431.173340
	Iteration 90Q: 3 clusters Score -1.05496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -10549581.000000 Penalty: 5431.173340
	Iteration 91Q: 3 clusters Score -1.054958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -10549562.000000 Penalty: 5431.173340
	Iteration 92Q: 3 clusters Score -1.054956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -10549563.000000 Penalty: 5431.173340
	Iteration 93Q: 3 clusters Score -1.054956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -10549552.000000 Penalty: 5431.173340
	Iteration 94Q: 3 clusters Score -1.054955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -10549551.000000 Penalty: 5431.173340
	Iteration 95Q: 3 clusters Score -1.054955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -10549537.000000 Penalty: 5431.173340
	Iteration 96Q: 3 clusters Score -1.054954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -10549536.000000 Penalty: 5431.173340
	Iteration 97Q: 3 clusters Score -1.054954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -10549540.000000 Penalty: 5431.173340
	Iteration 98Q: 3 clusters Score -1.054954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -10549529.000000 Penalty: 5431.173340
	Iteration 99Q: 3 clusters Score -1.054953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -10549515.000000 Penalty: 5431.173340
	Iteration 100F: 3 clusters Score -1.054952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -10549517.000000 Penalty: 5431.173340
	Iteration 101Q: 3 clusters Score -1.054952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -10549518.000000 Penalty: 5431.173340
	Iteration 102Q: 3 clusters Score -1.054952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -10549519.000000 Penalty: 5431.173340
	Iteration 103Q: 3 clusters Score -1.054952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -10549520.000000 Penalty: 5431.173340
	Iteration 104Q: 3 clusters Score -1.054952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -10549513.000000 Penalty: 5431.173340
	Iteration 105Q: 3 clusters Score -1.054951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -10549502.000000 Penalty: 5431.173340
	Iteration 106Q: 3 clusters Score -1.05495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -10549481.000000 Penalty: 5431.173340
	Iteration 107Q: 3 clusters Score -1.054948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -10549486.000000 Penalty: 5431.173340
	Iteration 108Q: 3 clusters Score -1.054949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -10549490.000000 Penalty: 5431.173340
	Iteration 109Q: 3 clusters Score -1.054949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -10549468.000000 Penalty: 5431.173340
	Iteration 110Q: 3 clusters Score -1.054947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -10549450.000000 Penalty: 5431.173340
	Iteration 111Q: 3 clusters Score -1.054945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -10549443.000000 Penalty: 5431.173340
	Iteration 112Q: 3 clusters Score -1.054944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -10549441.000000 Penalty: 5431.173340
	Iteration 113Q: 3 clusters Score -1.054944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -10549433.000000 Penalty: 5431.173340
	Iteration 114Q: 3 clusters Score -1.054943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -10549410.000000 Penalty: 5431.173340
	Iteration 115Q: 3 clusters Score -1.054941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -10549393.000000 Penalty: 5431.173340
	Iteration 116Q: 3 clusters Score -1.054939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -10549390.000000 Penalty: 5431.173340
	Iteration 117Q: 3 clusters Score -1.054939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -10549373.000000 Penalty: 5431.173340
	Iteration 118Q: 3 clusters Score -1.054937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -10549367.000000 Penalty: 5431.173340
	Iteration 119Q: 3 clusters Score -1.054937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -10549344.000000 Penalty: 5431.173340
	Iteration 120F: 3 clusters Score -1.054934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -10549338.000000 Penalty: 5431.173340
	Iteration 121Q: 3 clusters Score -1.054934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -10549327.000000 Penalty: 5431.173340
	Iteration 122Q: 3 clusters Score -1.054933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -10549328.000000 Penalty: 5431.173340
	Iteration 123Q: 3 clusters Score -1.054933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -10549310.000000 Penalty: 5431.173340
	Iteration 124Q: 3 clusters Score -1.054931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -10549306.000000 Penalty: 5431.173340
	Iteration 125Q: 3 clusters Score -1.054931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -10549306.000000 Penalty: 5431.173340
	Iteration 126Q: 3 clusters Score -1.054931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -10549303.000000 Penalty: 5431.173340
	Iteration 127Q: 3 clusters Score -1.05493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -10549296.000000 Penalty: 5431.173340
	Iteration 128Q: 3 clusters Score -1.05493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -10549303.000000 Penalty: 5431.173340
	Iteration 129Q: 3 clusters Score -1.05493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -10549303.000000 Penalty: 5431.173340
	Iteration 130F: 3 clusters Score -1.05493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18691 members 
Mstep: Class 3 contains 54840 members 
Mstep: Class 4 contains 53825 members 
Mstep: Class 5 contains 13290 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 62287 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 52000 members 
Mstep: Class 10 contains 44457 members 
Mstep: Class 11 contains 47432 members 
Mstep: Class 12 contains 52528 members 
Mstep: Class 13 contains 44699 members 
Mstep: Class 14 contains 21817 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 2060 members 
Mstep: Class 20 contains 56096 members 
Mstep: Class 21 contains 54891 members 
Entering Unmasked Estep 
Score: -106568632.000000 Penalty: 69157.984375
Splitting cluster 19 changes total score from -106535016.000000 to -106568632.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 20 (56096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Entering Unmasked Estep 
Score: -10345011.000000 Penalty: 2711.835449
	Iteration 0F: 2 clusters Score -1.034501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -10314658.000000 Penalty: 5423.670898
	Iteration 0F: 3 clusters Score -1.031466e+07 nChanged 26011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -10329023.000000 Penalty: 5423.670898
	Iteration 1F: 3 clusters Score -1.032902e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -10329659.000000 Penalty: 5423.670898
	Iteration 2Q: 3 clusters Score -1.032966e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -10330476.000000 Penalty: 5423.670898
	Iteration 3Q: 3 clusters Score -1.033048e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -10331260.000000 Penalty: 5423.670898
	Iteration 4Q: 3 clusters Score -1.033126e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -10332406.000000 Penalty: 5423.670898
	Iteration 5Q: 3 clusters Score -1.033241e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -10334162.000000 Penalty: 5423.670898
	Iteration 6F: 3 clusters Score -1.033416e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -10336534.000000 Penalty: 5423.670898
	Iteration 7F: 3 clusters Score -1.033653e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -10339415.000000 Penalty: 5423.670898
	Iteration 8F: 3 clusters Score -1.033942e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -10342146.000000 Penalty: 5423.670898
	Iteration 9F: 3 clusters Score -1.034215e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -10343790.000000 Penalty: 5423.670898
	Iteration 10F: 3 clusters Score -1.034379e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -10344527.000000 Penalty: 5423.670898
	Iteration 11Q: 3 clusters Score -1.034453e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -10344909.000000 Penalty: 5423.670898
	Iteration 12Q: 3 clusters Score -1.034491e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -10345274.000000 Penalty: 5423.670898
	Iteration 13Q: 3 clusters Score -1.034527e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -10345609.000000 Penalty: 5423.670898
	Iteration 14Q: 3 clusters Score -1.034561e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -10345974.000000 Penalty: 5423.670898
	Iteration 15Q: 3 clusters Score -1.034597e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -10346368.000000 Penalty: 5423.670898
	Iteration 16Q: 3 clusters Score -1.034637e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -10346615.000000 Penalty: 5423.670898
	Iteration 17Q: 3 clusters Score -1.034662e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -10346760.000000 Penalty: 5423.670898
	Iteration 18Q: 3 clusters Score -1.034676e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -10346764.000000 Penalty: 5423.670898
	Iteration 19Q: 3 clusters Score -1.034676e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -10346470.000000 Penalty: 5423.670898
	Iteration 20F: 3 clusters Score -1.034647e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -10345912.000000 Penalty: 5423.670898
	Iteration 21Q: 3 clusters Score -1.034591e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -10345178.000000 Penalty: 5423.670898
	Iteration 22Q: 3 clusters Score -1.034518e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -10344658.000000 Penalty: 5423.670898
	Iteration 23Q: 3 clusters Score -1.034466e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -10344332.000000 Penalty: 5423.670898
	Iteration 24Q: 3 clusters Score -1.034433e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -10343979.000000 Penalty: 5423.670898
	Iteration 25Q: 3 clusters Score -1.034398e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -10343857.000000 Penalty: 5423.670898
	Iteration 26Q: 3 clusters Score -1.034386e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10343735.000000 Penalty: 5423.670898
	Iteration 27Q: 3 clusters Score -1.034374e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10343629.000000 Penalty: 5423.670898
	Iteration 28Q: 3 clusters Score -1.034363e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10343571.000000 Penalty: 5423.670898
	Iteration 29Q: 3 clusters Score -1.034357e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10343500.000000 Penalty: 5423.670898
	Iteration 30Q: 3 clusters Score -1.03435e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10343487.000000 Penalty: 5423.670898
	Iteration 31Q: 3 clusters Score -1.034349e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10343445.000000 Penalty: 5423.670898
	Iteration 32Q: 3 clusters Score -1.034344e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10343445.000000 Penalty: 5423.670898
	Iteration 33Q: 3 clusters Score -1.034344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10343415.000000 Penalty: 5423.670898
	Iteration 34Q: 3 clusters Score -1.034342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10343394.000000 Penalty: 5423.670898
	Iteration 35Q: 3 clusters Score -1.034339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10343415.000000 Penalty: 5423.670898
	Iteration 36Q: 3 clusters Score -1.034342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10343408.000000 Penalty: 5423.670898
	Iteration 37Q: 3 clusters Score -1.034341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10343409.000000 Penalty: 5423.670898
	Iteration 38Q: 3 clusters Score -1.034341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10343378.000000 Penalty: 5423.670898
	Iteration 39Q: 3 clusters Score -1.034338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10343389.000000 Penalty: 5423.670898
	Iteration 40F: 3 clusters Score -1.034339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10343338.000000 Penalty: 5423.670898
	Iteration 41Q: 3 clusters Score -1.034334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10343332.000000 Penalty: 5423.670898
	Iteration 42Q: 3 clusters Score -1.034333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10343308.000000 Penalty: 5423.670898
	Iteration 43Q: 3 clusters Score -1.034331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10343315.000000 Penalty: 5423.670898
	Iteration 44Q: 3 clusters Score -1.034332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10343294.000000 Penalty: 5423.670898
	Iteration 45Q: 3 clusters Score -1.034329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10343282.000000 Penalty: 5423.670898
	Iteration 46Q: 3 clusters Score -1.034328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10343293.000000 Penalty: 5423.670898
	Iteration 47Q: 3 clusters Score -1.034329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10343266.000000 Penalty: 5423.670898
	Iteration 48Q: 3 clusters Score -1.034327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10343259.000000 Penalty: 5423.670898
	Iteration 49Q: 3 clusters Score -1.034326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10343256.000000 Penalty: 5423.670898
	Iteration 50Q: 3 clusters Score -1.034326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10343250.000000 Penalty: 5423.670898
	Iteration 51Q: 3 clusters Score -1.034325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10343239.000000 Penalty: 5423.670898
	Iteration 52Q: 3 clusters Score -1.034324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10343229.000000 Penalty: 5423.670898
	Iteration 53Q: 3 clusters Score -1.034323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10343231.000000 Penalty: 5423.670898
	Iteration 54Q: 3 clusters Score -1.034323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10343231.000000 Penalty: 5423.670898
	Iteration 55Q: 3 clusters Score -1.034323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10343230.000000 Penalty: 5423.670898
	Iteration 56Q: 3 clusters Score -1.034323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10343227.000000 Penalty: 5423.670898
	Iteration 57Q: 3 clusters Score -1.034323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10343222.000000 Penalty: 5423.670898
	Iteration 58Q: 3 clusters Score -1.034322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10343220.000000 Penalty: 5423.670898
	Iteration 59Q: 3 clusters Score -1.034322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10343227.000000 Penalty: 5423.670898
	Iteration 60F: 3 clusters Score -1.034323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10343220.000000 Penalty: 5423.670898
	Iteration 61Q: 3 clusters Score -1.034322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10343224.000000 Penalty: 5423.670898
	Iteration 62Q: 3 clusters Score -1.034322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10343229.000000 Penalty: 5423.670898
	Iteration 63Q: 3 clusters Score -1.034323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10343228.000000 Penalty: 5423.670898
	Iteration 64Q: 3 clusters Score -1.034323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10343231.000000 Penalty: 5423.670898
	Iteration 65Q: 3 clusters Score -1.034323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10343231.000000 Penalty: 5423.670898
	Iteration 66F: 3 clusters Score -1.034323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18691 members 
Mstep: Class 3 contains 54840 members 
Mstep: Class 5 contains 13290 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 62287 members 
Mstep: Class 9 contains 52000 members 
Mstep: Class 10 contains 44457 members 
Mstep: Class 12 contains 52528 members 
Mstep: Class 13 contains 44699 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 19 contains 2060 members 
Mstep: Class 20 contains 56096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106585232.000000 Penalty: 69157.984375
Iteration 39Q: 22 clusters Score -1.065852e+08 nChanged 35068
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18870 members 
Mstep: Class 3 contains 53027 members 
Mstep: Class 4 contains 52694 members 
Mstep: Class 5 contains 13889 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 59694 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 51281 members 
Mstep: Class 10 contains 48642 members 
Mstep: Class 11 contains 49389 members 
Mstep: Class 12 contains 51969 members 
Mstep: Class 13 contains 50417 members 
Mstep: Class 14 contains 21071 members 
Mstep: Class 15 contains 1507 members 
Mstep: Class 16 contains 815 members 
Mstep: Class 17 contains 329 members 
Mstep: Class 18 contains 935 members 
Mstep: Class 19 contains 2126 members 
Mstep: Class 20 contains 53763 members 
Mstep: Class 21 contains 51925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106599440.000000 Penalty: 69157.984375
Iteration 40F: 22 clusters Score -1.065994e+08 nChanged 29148
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19100 members 
Mstep: Class 3 contains 50631 members 
Mstep: Class 4 contains 54402 members 
Mstep: Class 5 contains 14360 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 55716 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 49217 members 
Mstep: Class 10 contains 50887 members 
Mstep: Class 11 contains 52524 members 
Mstep: Class 12 contains 49996 members 
Mstep: Class 13 contains 52760 members 
Mstep: Class 14 contains 24646 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 328 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 2116 members 
Mstep: Class 20 contains 50661 members 
Mstep: Class 21 contains 51475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106606472.000000 Penalty: 69157.984375
Iteration 41Q: 22 clusters Score -1.066065e+08 nChanged 22171
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19774 members 
Mstep: Class 3 contains 49083 members 
Mstep: Class 4 contains 54300 members 
Mstep: Class 5 contains 14846 members 
Mstep: Class 6 contains 688 members 
Mstep: Class 7 contains 52786 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 47778 members 
Mstep: Class 10 contains 52309 members 
Mstep: Class 11 contains 54786 members 
Mstep: Class 12 contains 48596 members 
Mstep: Class 13 contains 54567 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 890 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 1297 members 
Mstep: Class 19 contains 2114 members 
Mstep: Class 20 contains 48658 members 
Mstep: Class 21 contains 50616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106610648.000000 Penalty: 69157.984375
Iteration 42Q: 22 clusters Score -1.066106e+08 nChanged 19252
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20530 members 
Mstep: Class 3 contains 48020 members 
Mstep: Class 4 contains 53553 members 
Mstep: Class 5 contains 15238 members 
Mstep: Class 6 contains 675 members 
Mstep: Class 7 contains 50960 members 
Mstep: Class 8 contains 385 members 
Mstep: Class 9 contains 46643 members 
Mstep: Class 10 contains 52840 members 
Mstep: Class 11 contains 56593 members 
Mstep: Class 12 contains 47578 members 
Mstep: Class 13 contains 55208 members 
Mstep: Class 14 contains 31718 members 
Mstep: Class 15 contains 1556 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 332 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 47522 members 
Mstep: Class 21 contains 49716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106616008.000000 Penalty: 69157.984375
Iteration 43Q: 22 clusters Score -1.06616e+08 nChanged 17177
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 21297 members 
Mstep: Class 3 contains 47379 members 
Mstep: Class 4 contains 52304 members 
Mstep: Class 5 contains 15533 members 
Mstep: Class 6 contains 667 members 
Mstep: Class 7 contains 49730 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45775 members 
Mstep: Class 10 contains 52617 members 
Mstep: Class 11 contains 57930 members 
Mstep: Class 12 contains 46845 members 
Mstep: Class 13 contains 55190 members 
Mstep: Class 14 contains 35402 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 336 members 
Mstep: Class 18 contains 1493 members 
Mstep: Class 19 contains 2148 members 
Mstep: Class 20 contains 46935 members 
Mstep: Class 21 contains 49078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106620440.000000 Penalty: 69157.984375
Iteration 44Q: 22 clusters Score -1.066204e+08 nChanged 15882
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22115 members 
Mstep: Class 3 contains 46872 members 
Mstep: Class 4 contains 50963 members 
Mstep: Class 5 contains 15772 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 48778 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45264 members 
Mstep: Class 10 contains 51921 members 
Mstep: Class 11 contains 58887 members 
Mstep: Class 12 contains 46310 members 
Mstep: Class 13 contains 54847 members 
Mstep: Class 14 contains 39057 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 339 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 2190 members 
Mstep: Class 20 contains 46625 members 
Mstep: Class 21 contains 48502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106624336.000000 Penalty: 69157.984375
Iteration 45Q: 22 clusters Score -1.066243e+08 nChanged 14796
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22825 members 
Mstep: Class 3 contains 46480 members 
Mstep: Class 4 contains 49557 members 
Mstep: Class 5 contains 15945 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 47867 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44876 members 
Mstep: Class 10 contains 51099 members 
Mstep: Class 11 contains 59574 members 
Mstep: Class 12 contains 45827 members 
Mstep: Class 13 contains 54475 members 
Mstep: Class 14 contains 42813 members 
Mstep: Class 15 contains 1456 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 345 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 2227 members 
Mstep: Class 20 contains 46369 members 
Mstep: Class 21 contains 48107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106628216.000000 Penalty: 69157.984375
Iteration 46Q: 22 clusters Score -1.066282e+08 nChanged 14182
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23449 members 
Mstep: Class 3 contains 46239 members 
Mstep: Class 4 contains 48114 members 
Mstep: Class 5 contains 16038 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 46798 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44510 members 
Mstep: Class 10 contains 50287 members 
Mstep: Class 11 contains 60065 members 
Mstep: Class 12 contains 45519 members 
Mstep: Class 13 contains 54090 members 
Mstep: Class 14 contains 46559 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 2274 members 
Mstep: Class 20 contains 46223 members 
Mstep: Class 21 contains 47812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106630664.000000 Penalty: 69157.984375
Iteration 47Q: 22 clusters Score -1.066307e+08 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 24062 members 
Mstep: Class 3 contains 46027 members 
Mstep: Class 4 contains 46443 members 
Mstep: Class 5 contains 16145 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 45929 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44033 members 
Mstep: Class 10 contains 49686 members 
Mstep: Class 11 contains 60425 members 
Mstep: Class 12 contains 45333 members 
Mstep: Class 13 contains 53832 members 
Mstep: Class 14 contains 49903 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 1809 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 46215 members 
Mstep: Class 21 contains 47563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106631320.000000 Penalty: 69157.984375
Iteration 48Q: 22 clusters Score -1.066313e+08 nChanged 13931
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 24614 members 
Mstep: Class 3 contains 46121 members 
Mstep: Class 4 contains 45259 members 
Mstep: Class 5 contains 16244 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 45352 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 43738 members 
Mstep: Class 10 contains 49126 members 
Mstep: Class 11 contains 60509 members 
Mstep: Class 12 contains 45392 members 
Mstep: Class 13 contains 54002 members 
Mstep: Class 14 contains 51516 members 
Mstep: Class 15 contains 1414 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 20 contains 46282 members 
Mstep: Class 21 contains 47349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106631136.000000 Penalty: 69157.984375
Iteration 49Q: 22 clusters Score -1.066311e+08 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 25161 members 
Mstep: Class 3 contains 46439 members 
Mstep: Class 4 contains 44960 members 
Mstep: Class 5 contains 16298 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 45073 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 43697 members 
Mstep: Class 10 contains 48522 members 
Mstep: Class 11 contains 60246 members 
Mstep: Class 12 contains 45535 members 
Mstep: Class 13 contains 54111 members 
Mstep: Class 14 contains 51828 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 46344 members 
Mstep: Class 21 contains 47225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106632136.000000 Penalty: 69157.984375
Iteration 50Q: 22 clusters Score -1.066321e+08 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 25643 members 
Mstep: Class 3 contains 46832 members 
Mstep: Class 4 contains 45096 members 
Mstep: Class 5 contains 16380 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44985 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 43869 members 
Mstep: Class 10 contains 47978 members 
Mstep: Class 11 contains 59788 members 
Mstep: Class 12 contains 45612 members 
Mstep: Class 13 contains 54126 members 
Mstep: Class 14 contains 51648 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 1902 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 46301 members 
Mstep: Class 21 contains 47098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106633328.000000 Penalty: 69157.984375
Iteration 51Q: 22 clusters Score -1.066333e+08 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26102 members 
Mstep: Class 3 contains 47033 members 
Mstep: Class 4 contains 45437 members 
Mstep: Class 5 contains 16497 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 44903 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44086 members 
Mstep: Class 10 contains 47651 members 
Mstep: Class 11 contains 59220 members 
Mstep: Class 12 contains 45600 members 
Mstep: Class 13 contains 54094 members 
Mstep: Class 14 contains 51365 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 1928 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 20 contains 46226 members 
Mstep: Class 21 contains 47067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106634776.000000 Penalty: 69157.984375
Iteration 52Q: 22 clusters Score -1.066348e+08 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26559 members 
Mstep: Class 3 contains 47025 members 
Mstep: Class 4 contains 45697 members 
Mstep: Class 5 contains 16655 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44771 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44242 members 
Mstep: Class 10 contains 47449 members 
Mstep: Class 11 contains 58582 members 
Mstep: Class 12 contains 45619 members 
Mstep: Class 13 contains 54122 members 
Mstep: Class 14 contains 51229 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 46102 members 
Mstep: Class 21 contains 47170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106635944.000000 Penalty: 69157.984375
Iteration 53Q: 22 clusters Score -1.066359e+08 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 45911 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 44699 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44417 members 
Mstep: Class 10 contains 47339 members 
Mstep: Class 11 contains 57861 members 
Mstep: Class 12 contains 45725 members 
Mstep: Class 13 contains 54106 members 
Mstep: Class 14 contains 51145 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 45930 members 
Mstep: Class 21 contains 47286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106637040.000000 Penalty: 69157.984375
Iteration 54Q: 22 clusters Score -1.06637e+08 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 27374 members 
Mstep: Class 3 contains 47020 members 
Mstep: Class 4 contains 46029 members 
Mstep: Class 5 contains 16930 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 44663 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44494 members 
Mstep: Class 10 contains 47305 members 
Mstep: Class 11 contains 57104 members 
Mstep: Class 12 contains 45778 members 
Mstep: Class 13 contains 54115 members 
Mstep: Class 14 contains 51078 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 45837 members 
Mstep: Class 21 contains 47398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106637928.000000 Penalty: 69157.984375
Iteration 55Q: 22 clusters Score -1.066379e+08 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 27738 members 
Mstep: Class 3 contains 47065 members 
Mstep: Class 4 contains 46096 members 
Mstep: Class 5 contains 17084 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 44581 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44452 members 
Mstep: Class 10 contains 47324 members 
Mstep: Class 11 contains 56406 members 
Mstep: Class 12 contains 45778 members 
Mstep: Class 13 contains 54210 members 
Mstep: Class 14 contains 51076 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 2628 members 
Mstep: Class 20 contains 45782 members 
Mstep: Class 21 contains 47497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106639240.000000 Penalty: 69157.984375
Iteration 56Q: 22 clusters Score -1.066392e+08 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 28123 members 
Mstep: Class 3 contains 47101 members 
Mstep: Class 4 contains 46186 members 
Mstep: Class 5 contains 17232 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 44526 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44409 members 
Mstep: Class 10 contains 47241 members 
Mstep: Class 11 contains 55734 members 
Mstep: Class 12 contains 45760 members 
Mstep: Class 13 contains 54354 members 
Mstep: Class 14 contains 51035 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 2651 members 
Mstep: Class 20 contains 45797 members 
Mstep: Class 21 contains 47550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106640104.000000 Penalty: 69157.984375
Iteration 57Q: 22 clusters Score -1.066401e+08 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28464 members 
Mstep: Class 3 contains 47113 members 
Mstep: Class 4 contains 46218 members 
Mstep: Class 5 contains 17376 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 44475 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44336 members 
Mstep: Class 10 contains 47201 members 
Mstep: Class 11 contains 55110 members 
Mstep: Class 12 contains 45769 members 
Mstep: Class 13 contains 54412 members 
Mstep: Class 14 contains 51093 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 45849 members 
Mstep: Class 21 contains 47605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106640912.000000 Penalty: 69157.984375
Iteration 58Q: 22 clusters Score -1.066409e+08 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 28768 members 
Mstep: Class 3 contains 47069 members 
Mstep: Class 4 contains 46089 members 
Mstep: Class 5 contains 17532 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44446 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44259 members 
Mstep: Class 10 contains 47259 members 
Mstep: Class 11 contains 54589 members 
Mstep: Class 12 contains 45851 members 
Mstep: Class 13 contains 54523 members 
Mstep: Class 14 contains 51085 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 2061 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 45877 members 
Mstep: Class 21 contains 47651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106641344.000000 Penalty: 69157.984375
Iteration 59Q: 22 clusters Score -1.066413e+08 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 29030 members 
Mstep: Class 3 contains 47037 members 
Mstep: Class 4 contains 46034 members 
Mstep: Class 5 contains 17654 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 44412 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44259 members 
Mstep: Class 10 contains 47356 members 
Mstep: Class 11 contains 54071 members 
Mstep: Class 12 contains 45916 members 
Mstep: Class 13 contains 54590 members 
Mstep: Class 14 contains 51124 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 2083 members 
Mstep: Class 19 contains 2673 members 
Mstep: Class 20 contains 45847 members 
Mstep: Class 21 contains 47642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106642656.000000 Penalty: 69157.984375
Iteration 60F: 22 clusters Score -1.066427e+08 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 29254 members 
Mstep: Class 3 contains 47010 members 
Mstep: Class 4 contains 45919 members 
Mstep: Class 5 contains 17783 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 44340 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 44182 members 
Mstep: Class 10 contains 47444 members 
Mstep: Class 11 contains 53597 members 
Mstep: Class 12 contains 45926 members 
Mstep: Class 13 contains 54572 members 
Mstep: Class 14 contains 51493 members 
Mstep: Class 15 contains 1386 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 2677 members 
Mstep: Class 20 contains 45815 members 
Mstep: Class 21 contains 47616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106643096.000000 Penalty: 69157.984375
Iteration 61Q: 22 clusters Score -1.066431e+08 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 29466 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 45907 members 
Mstep: Class 5 contains 17935 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44335 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 44097 members 
Mstep: Class 10 contains 47490 members 
Mstep: Class 11 contains 53169 members 
Mstep: Class 12 contains 45949 members 
Mstep: Class 13 contains 54593 members 
Mstep: Class 14 contains 51650 members 
Mstep: Class 15 contains 1382 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 45732 members 
Mstep: Class 21 contains 47609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106643928.000000 Penalty: 69157.984375
Iteration 62Q: 22 clusters Score -1.066439e+08 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 29674 members 
Mstep: Class 3 contains 47016 members 
Mstep: Class 4 contains 45886 members 
Mstep: Class 5 contains 18093 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 44373 members 
Mstep: Class 8 contains 385 members 
Mstep: Class 9 contains 43989 members 
Mstep: Class 10 contains 47461 members 
Mstep: Class 11 contains 52865 members 
Mstep: Class 12 contains 45951 members 
Mstep: Class 13 contains 54613 members 
Mstep: Class 14 contains 51668 members 
Mstep: Class 15 contains 1379 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 2677 members 
Mstep: Class 20 contains 45706 members 
Mstep: Class 21 contains 47617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106644552.000000 Penalty: 69157.984375
Iteration 63Q: 22 clusters Score -1.066446e+08 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 29863 members 
Mstep: Class 3 contains 47030 members 
Mstep: Class 4 contains 45932 members 
Mstep: Class 5 contains 18245 members 
Mstep: Class 6 contains 667 members 
Mstep: Class 7 contains 44389 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 43912 members 
Mstep: Class 10 contains 47390 members 
Mstep: Class 11 contains 52551 members 
Mstep: Class 12 contains 45930 members 
Mstep: Class 13 contains 54631 members 
Mstep: Class 14 contains 51684 members 
Mstep: Class 15 contains 1376 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 2670 members 
Mstep: Class 20 contains 45739 members 
Mstep: Class 21 contains 47612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106645264.000000 Penalty: 69157.984375
Iteration 64Q: 22 clusters Score -1.066453e+08 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30057 members 
Mstep: Class 3 contains 46952 members 
Mstep: Class 4 contains 46007 members 
Mstep: Class 5 contains 18379 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 44401 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 43883 members 
Mstep: Class 10 contains 47350 members 
Mstep: Class 11 contains 52289 members 
Mstep: Class 12 contains 45905 members 
Mstep: Class 13 contains 54626 members 
Mstep: Class 14 contains 51667 members 
Mstep: Class 15 contains 1376 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 2661 members 
Mstep: Class 20 contains 45757 members 
Mstep: Class 21 contains 47638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106646360.000000 Penalty: 69157.984375
Iteration 65Q: 22 clusters Score -1.066464e+08 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30243 members 
Mstep: Class 3 contains 46883 members 
Mstep: Class 4 contains 46083 members 
Mstep: Class 5 contains 18504 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 44360 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 43832 members 
Mstep: Class 10 contains 47409 members 
Mstep: Class 11 contains 52038 members 
Mstep: Class 12 contains 45866 members 
Mstep: Class 13 contains 54637 members 
Mstep: Class 14 contains 51625 members 
Mstep: Class 15 contains 1372 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 2657 members 
Mstep: Class 20 contains 45750 members 
Mstep: Class 21 contains 47680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106647200.000000 Penalty: 69157.984375
Iteration 66Q: 22 clusters Score -1.066472e+08 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30425 members 
Mstep: Class 3 contains 46841 members 
Mstep: Class 4 contains 46106 members 
Mstep: Class 5 contains 18657 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 44332 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 43853 members 
Mstep: Class 10 contains 47406 members 
Mstep: Class 11 contains 51773 members 
Mstep: Class 12 contains 45827 members 
Mstep: Class 13 contains 54590 members 
Mstep: Class 14 contains 51635 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2194 members 
Mstep: Class 19 contains 2661 members 
Mstep: Class 20 contains 45759 members 
Mstep: Class 21 contains 47699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106647744.000000 Penalty: 69157.984375
Iteration 67Q: 22 clusters Score -1.066477e+08 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 30587 members 
Mstep: Class 3 contains 46805 members 
Mstep: Class 4 contains 46082 members 
Mstep: Class 5 contains 18804 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 44328 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 43906 members 
Mstep: Class 10 contains 47450 members 
Mstep: Class 11 contains 51563 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 54475 members 
Mstep: Class 14 contains 51624 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 2673 members 
Mstep: Class 20 contains 45806 members 
Mstep: Class 21 contains 47725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106647960.000000 Penalty: 69157.984375
Iteration 68Q: 22 clusters Score -1.06648e+08 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 30743 members 
Mstep: Class 3 contains 46787 members 
Mstep: Class 4 contains 46064 members 
Mstep: Class 5 contains 18931 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 44324 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 43937 members 
Mstep: Class 10 contains 47491 members 
Mstep: Class 11 contains 51379 members 
Mstep: Class 12 contains 45627 members 
Mstep: Class 13 contains 54469 members 
Mstep: Class 14 contains 51557 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 2681 members 
Mstep: Class 20 contains 45844 members 
Mstep: Class 21 contains 47734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106648576.000000 Penalty: 69157.984375
Iteration 69Q: 22 clusters Score -1.066486e+08 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 30880 members 
Mstep: Class 3 contains 46762 members 
Mstep: Class 4 contains 46145 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 44271 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 43940 members 
Mstep: Class 10 contains 47499 members 
Mstep: Class 11 contains 51137 members 
Mstep: Class 12 contains 45483 members 
Mstep: Class 13 contains 54455 members 
Mstep: Class 14 contains 51553 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 45958 members 
Mstep: Class 21 contains 47752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106648992.000000 Penalty: 69157.984375
Iteration 70Q: 22 clusters Score -1.06649e+08 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 30983 members 
Mstep: Class 3 contains 46704 members 
Mstep: Class 4 contains 46178 members 
Mstep: Class 5 contains 19142 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 44275 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 44033 members 
Mstep: Class 10 contains 47506 members 
Mstep: Class 11 contains 50965 members 
Mstep: Class 12 contains 45291 members 
Mstep: Class 13 contains 54404 members 
Mstep: Class 14 contains 51573 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 46060 members 
Mstep: Class 21 contains 47748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649832.000000 Penalty: 69157.984375
Iteration 71Q: 22 clusters Score -1.066498e+08 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31074 members 
Mstep: Class 3 contains 46645 members 
Mstep: Class 4 contains 46128 members 
Mstep: Class 5 contains 19229 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 44229 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 44122 members 
Mstep: Class 10 contains 47529 members 
Mstep: Class 11 contains 50821 members 
Mstep: Class 12 contains 45183 members 
Mstep: Class 13 contains 54400 members 
Mstep: Class 14 contains 51618 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 47723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650448.000000 Penalty: 69157.984375
Iteration 72Q: 22 clusters Score -1.066504e+08 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31158 members 
Mstep: Class 3 contains 46606 members 
Mstep: Class 4 contains 46067 members 
Mstep: Class 5 contains 19293 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44185 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 44225 members 
Mstep: Class 10 contains 47604 members 
Mstep: Class 11 contains 50689 members 
Mstep: Class 12 contains 45081 members 
Mstep: Class 13 contains 54383 members 
Mstep: Class 14 contains 51619 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2220 members 
Mstep: Class 19 contains 2703 members 
Mstep: Class 20 contains 46204 members 
Mstep: Class 21 contains 47728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106651208.000000 Penalty: 69157.984375
Iteration 73Q: 22 clusters Score -1.066512e+08 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31246 members 
Mstep: Class 3 contains 46604 members 
Mstep: Class 4 contains 46046 members 
Mstep: Class 5 contains 19327 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44165 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 44235 members 
Mstep: Class 10 contains 47708 members 
Mstep: Class 11 contains 50547 members 
Mstep: Class 12 contains 44974 members 
Mstep: Class 13 contains 54391 members 
Mstep: Class 14 contains 51621 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 46265 members 
Mstep: Class 21 contains 47701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652160.000000 Penalty: 69157.984375
Iteration 74Q: 22 clusters Score -1.066522e+08 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31318 members 
Mstep: Class 3 contains 46562 members 
Mstep: Class 4 contains 46063 members 
Mstep: Class 5 contains 19368 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44157 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 44233 members 
Mstep: Class 10 contains 47761 members 
Mstep: Class 11 contains 50427 members 
Mstep: Class 12 contains 44929 members 
Mstep: Class 13 contains 54372 members 
Mstep: Class 14 contains 51586 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 46354 members 
Mstep: Class 21 contains 47695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652504.000000 Penalty: 69157.984375
Iteration 75Q: 22 clusters Score -1.066525e+08 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31385 members 
Mstep: Class 3 contains 46515 members 
Mstep: Class 4 contains 45970 members 
Mstep: Class 5 contains 19413 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44137 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 44240 members 
Mstep: Class 10 contains 47896 members 
Mstep: Class 11 contains 50342 members 
Mstep: Class 12 contains 44881 members 
Mstep: Class 13 contains 54371 members 
Mstep: Class 14 contains 51608 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 46401 members 
Mstep: Class 21 contains 47667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652672.000000 Penalty: 69157.984375
Iteration 76Q: 22 clusters Score -1.066527e+08 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31417 members 
Mstep: Class 3 contains 46499 members 
Mstep: Class 4 contains 45929 members 
Mstep: Class 5 contains 19461 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44127 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 44296 members 
Mstep: Class 10 contains 48046 members 
Mstep: Class 11 contains 50287 members 
Mstep: Class 12 contains 44744 members 
Mstep: Class 13 contains 54312 members 
Mstep: Class 14 contains 51602 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 2699 members 
Mstep: Class 20 contains 46472 members 
Mstep: Class 21 contains 47632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106653144.000000 Penalty: 69157.984375
Iteration 77Q: 22 clusters Score -1.066531e+08 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31431 members 
Mstep: Class 3 contains 46468 members 
Mstep: Class 4 contains 45915 members 
Mstep: Class 5 contains 19488 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44106 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 44344 members 
Mstep: Class 10 contains 48154 members 
Mstep: Class 11 contains 50248 members 
Mstep: Class 12 contains 44648 members 
Mstep: Class 13 contains 54266 members 
Mstep: Class 14 contains 51592 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 2707 members 
Mstep: Class 20 contains 46523 members 
Mstep: Class 21 contains 47629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106653120.000000 Penalty: 69157.984375
Iteration 78Q: 22 clusters Score -1.066531e+08 nChanged 4589
Entering ConstructFrom: 
Score: -106653120.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -236087.250000 Penalty: 1789.379517
	Iteration 0F: 2 clusters Score -236087.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -234064.593750 Penalty: 3578.759033
	Iteration 0F: 3 clusters Score -234064.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -234872.078125 Penalty: 3578.759033
	Iteration 1F: 3 clusters Score -234872.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -235244.140625 Penalty: 3578.759033
	Iteration 2F: 3 clusters Score -235244.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -235425.250000 Penalty: 3578.759033
	Iteration 3F: 3 clusters Score -235425.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -235530.078125 Penalty: 3578.759033
	Iteration 4F: 3 clusters Score -235530.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -235590.156250 Penalty: 3578.759033
	Iteration 5Q: 3 clusters Score -235590.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -235618.828125 Penalty: 3578.759033
	Iteration 6Q: 3 clusters Score -235618.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -235637.687500 Penalty: 3578.759033
	Iteration 7Q: 3 clusters Score -235637.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -235654.578125 Penalty: 3578.759033
	Iteration 8Q: 3 clusters Score -235654.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -235676.765625 Penalty: 3578.759033
	Iteration 9Q: 3 clusters Score -235676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -235681.156250 Penalty: 3578.759033
	Iteration 10Q: 3 clusters Score -235681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -235683.406250 Penalty: 3578.759033
	Iteration 11Q: 3 clusters Score -235683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -235684.765625 Penalty: 3578.759033
	Iteration 12Q: 3 clusters Score -235684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -235685.406250 Penalty: 3578.759033
	Iteration 13Q: 3 clusters Score -235685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -235686.671875 Penalty: 3578.759033
	Iteration 14Q: 3 clusters Score -235686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -235688.140625 Penalty: 3578.759033
	Iteration 15Q: 3 clusters Score -235688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -235690.343750 Penalty: 3578.759033
	Iteration 16Q: 3 clusters Score -235690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -235690.671875 Penalty: 3578.759033
	Iteration 17Q: 3 clusters Score -235690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -235691.656250 Penalty: 3578.759033
	Iteration 18Q: 3 clusters Score -235691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -235691.656250 Penalty: 3578.759033
	Iteration 19F: 3 clusters Score -235691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Entering Unmasked Estep 
Score: -5672941.000000 Penalty: 2568.546875
	Iteration 0F: 2 clusters Score -5672941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5651558.500000 Penalty: 5137.093750
	Iteration 0F: 3 clusters Score -5651558 nChanged 14143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -5659225.000000 Penalty: 5137.093750
	Iteration 1F: 3 clusters Score -5659225 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -5659647.500000 Penalty: 5137.093750
	Iteration 2Q: 3 clusters Score -5659648 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -5660004.500000 Penalty: 5137.093750
	Iteration 3Q: 3 clusters Score -5660004 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -5660317.500000 Penalty: 5137.093750
	Iteration 4Q: 3 clusters Score -5660318 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -5660530.500000 Penalty: 5137.093750
	Iteration 5Q: 3 clusters Score -5660530 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -5660800.500000 Penalty: 5137.093750
	Iteration 6Q: 3 clusters Score -5660800 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -5661075.500000 Penalty: 5137.093750
	Iteration 7Q: 3 clusters Score -5661076 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -5661314.500000 Penalty: 5137.093750
	Iteration 8Q: 3 clusters Score -5661314 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -5661550.000000 Penalty: 5137.093750
	Iteration 9Q: 3 clusters Score -5661550 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -5661747.000000 Penalty: 5137.093750
	Iteration 10Q: 3 clusters Score -5661747 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -5661918.000000 Penalty: 5137.093750
	Iteration 11Q: 3 clusters Score -5661918 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -5662162.000000 Penalty: 5137.093750
	Iteration 12Q: 3 clusters Score -5662162 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -5662416.000000 Penalty: 5137.093750
	Iteration 13Q: 3 clusters Score -5662416 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -5662745.500000 Penalty: 5137.093750
	Iteration 14Q: 3 clusters Score -5662746 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -5663118.500000 Penalty: 5137.093750
	Iteration 15Q: 3 clusters Score -5663118 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5663664.500000 Penalty: 5137.093750
	Iteration 16Q: 3 clusters Score -5663664 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -5664382.500000 Penalty: 5137.093750
	Iteration 17Q: 3 clusters Score -5664382 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -5665333.000000 Penalty: 5137.093750
	Iteration 18Q: 3 clusters Score -5665333 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -5666423.000000 Penalty: 5137.093750
	Iteration 19F: 3 clusters Score -5666423 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -5667531.000000 Penalty: 5137.093750
	Iteration 20F: 3 clusters Score -5667531 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -5668561.500000 Penalty: 5137.093750
	Iteration 21Q: 3 clusters Score -5668562 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -5669360.000000 Penalty: 5137.093750
	Iteration 22Q: 3 clusters Score -5669360 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -5669864.000000 Penalty: 5137.093750
	Iteration 23Q: 3 clusters Score -5669864 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -5670183.000000 Penalty: 5137.093750
	Iteration 24Q: 3 clusters Score -5670183 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -5670376.000000 Penalty: 5137.093750
	Iteration 25Q: 3 clusters Score -5670376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -5670500.000000 Penalty: 5137.093750
	Iteration 26Q: 3 clusters Score -5670500 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -5670581.000000 Penalty: 5137.093750
	Iteration 27Q: 3 clusters Score -5670581 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -5670621.500000 Penalty: 5137.093750
	Iteration 28Q: 3 clusters Score -5670622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -5670649.000000 Penalty: 5137.093750
	Iteration 29Q: 3 clusters Score -5670649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -5670672.000000 Penalty: 5137.093750
	Iteration 30Q: 3 clusters Score -5670672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -5670686.500000 Penalty: 5137.093750
	Iteration 31Q: 3 clusters Score -5670686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -5670697.500000 Penalty: 5137.093750
	Iteration 32Q: 3 clusters Score -5670698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -5670711.500000 Penalty: 5137.093750
	Iteration 33Q: 3 clusters Score -5670712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -5670729.000000 Penalty: 5137.093750
	Iteration 34Q: 3 clusters Score -5670729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -5670734.500000 Penalty: 5137.093750
	Iteration 35Q: 3 clusters Score -5670734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -5670743.000000 Penalty: 5137.093750
	Iteration 36Q: 3 clusters Score -5670743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -5670741.000000 Penalty: 5137.093750
	Iteration 37Q: 3 clusters Score -5670741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -5670751.000000 Penalty: 5137.093750
	Iteration 38Q: 3 clusters Score -5670751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -5670749.000000 Penalty: 5137.093750
	Iteration 39Q: 3 clusters Score -5670749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -5670757.500000 Penalty: 5137.093750
	Iteration 40F: 3 clusters Score -5670758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -5670754.500000 Penalty: 5137.093750
	Iteration 41Q: 3 clusters Score -5670754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -5670754.500000 Penalty: 5137.093750
	Iteration 42F: 3 clusters Score -5670754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Entering Unmasked Estep 
Score: -8587077.000000 Penalty: 2664.992676
	Iteration 0F: 2 clusters Score -8587077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -8556956.000000 Penalty: 5329.985352
	Iteration 0F: 3 clusters Score -8556956 nChanged 21486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -8569002.000000 Penalty: 5329.985352
	Iteration 1F: 3 clusters Score -8569002 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -8569716.000000 Penalty: 5329.985352
	Iteration 2Q: 3 clusters Score -8569716 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -8570602.000000 Penalty: 5329.985352
	Iteration 3Q: 3 clusters Score -8570602 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -8571671.000000 Penalty: 5329.985352
	Iteration 4Q: 3 clusters Score -8571671 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -8572815.000000 Penalty: 5329.985352
	Iteration 5F: 3 clusters Score -8572815 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -8574197.000000 Penalty: 5329.985352
	Iteration 6F: 3 clusters Score -8574197 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -8575903.000000 Penalty: 5329.985352
	Iteration 7F: 3 clusters Score -8575903 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -8577871.000000 Penalty: 5329.985352
	Iteration 8F: 3 clusters Score -8577871 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -8579771.000000 Penalty: 5329.985352
	Iteration 9F: 3 clusters Score -8579771 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -8581381.000000 Penalty: 5329.985352
	Iteration 10Q: 3 clusters Score -8581381 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -8582428.000000 Penalty: 5329.985352
	Iteration 11Q: 3 clusters Score -8582428 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -8582887.000000 Penalty: 5329.985352
	Iteration 12Q: 3 clusters Score -8582887 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -8583242.000000 Penalty: 5329.985352
	Iteration 13Q: 3 clusters Score -8583242 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -8583589.000000 Penalty: 5329.985352
	Iteration 14Q: 3 clusters Score -8583589 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -8583900.000000 Penalty: 5329.985352
	Iteration 15Q: 3 clusters Score -8583900 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -8584133.000000 Penalty: 5329.985352
	Iteration 16Q: 3 clusters Score -8584133 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -8584304.000000 Penalty: 5329.985352
	Iteration 17Q: 3 clusters Score -8584304 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -8584487.000000 Penalty: 5329.985352
	Iteration 18Q: 3 clusters Score -8584487 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -8584657.000000 Penalty: 5329.985352
	Iteration 19Q: 3 clusters Score -8584657 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -8584780.000000 Penalty: 5329.985352
	Iteration 20F: 3 clusters Score -8584780 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -8584973.000000 Penalty: 5329.985352
	Iteration 21Q: 3 clusters Score -8584973 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -8585084.000000 Penalty: 5329.985352
	Iteration 22Q: 3 clusters Score -8585084 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -8585236.000000 Penalty: 5329.985352
	Iteration 23Q: 3 clusters Score -8585236 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -8585399.000000 Penalty: 5329.985352
	Iteration 24Q: 3 clusters Score -8585399 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -8585525.000000 Penalty: 5329.985352
	Iteration 25Q: 3 clusters Score -8585525 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -8585664.000000 Penalty: 5329.985352
	Iteration 26Q: 3 clusters Score -8585664 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -8585761.000000 Penalty: 5329.985352
	Iteration 27Q: 3 clusters Score -8585761 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -8585860.000000 Penalty: 5329.985352
	Iteration 28Q: 3 clusters Score -8585860 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -8585938.000000 Penalty: 5329.985352
	Iteration 29Q: 3 clusters Score -8585938 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -8585978.000000 Penalty: 5329.985352
	Iteration 30Q: 3 clusters Score -8585978 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -8586048.000000 Penalty: 5329.985352
	Iteration 31Q: 3 clusters Score -8586048 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -8586089.000000 Penalty: 5329.985352
	Iteration 32Q: 3 clusters Score -8586089 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -8586145.000000 Penalty: 5329.985352
	Iteration 33Q: 3 clusters Score -8586145 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -8586166.000000 Penalty: 5329.985352
	Iteration 34Q: 3 clusters Score -8586166 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -8586175.000000 Penalty: 5329.985352
	Iteration 35Q: 3 clusters Score -8586175 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -8586204.000000 Penalty: 5329.985352
	Iteration 36Q: 3 clusters Score -8586204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -8586220.000000 Penalty: 5329.985352
	Iteration 37Q: 3 clusters Score -8586220 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -8586259.000000 Penalty: 5329.985352
	Iteration 38Q: 3 clusters Score -8586259 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -8586269.000000 Penalty: 5329.985352
	Iteration 39Q: 3 clusters Score -8586269 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -8586288.000000 Penalty: 5329.985352
	Iteration 40F: 3 clusters Score -8586288 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -8586285.000000 Penalty: 5329.985352
	Iteration 41Q: 3 clusters Score -8586285 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -8586291.000000 Penalty: 5329.985352
	Iteration 42Q: 3 clusters Score -8586291 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8586286.000000 Penalty: 5329.985352
	Iteration 43Q: 3 clusters Score -8586286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -8586290.000000 Penalty: 5329.985352
	Iteration 44Q: 3 clusters Score -8586290 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -8586269.000000 Penalty: 5329.985352
	Iteration 45Q: 3 clusters Score -8586269 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -8586254.000000 Penalty: 5329.985352
	Iteration 46Q: 3 clusters Score -8586254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -8586247.000000 Penalty: 5329.985352
	Iteration 47Q: 3 clusters Score -8586247 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -8586228.000000 Penalty: 5329.985352
	Iteration 48Q: 3 clusters Score -8586228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -8586219.000000 Penalty: 5329.985352
	Iteration 49Q: 3 clusters Score -8586219 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -8586213.000000 Penalty: 5329.985352
	Iteration 50Q: 3 clusters Score -8586213 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8586239.000000 Penalty: 5329.985352
	Iteration 51Q: 3 clusters Score -8586239 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8586221.000000 Penalty: 5329.985352
	Iteration 52Q: 3 clusters Score -8586221 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -8586226.000000 Penalty: 5329.985352
	Iteration 53Q: 3 clusters Score -8586226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8586198.000000 Penalty: 5329.985352
	Iteration 54Q: 3 clusters Score -8586198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8586171.000000 Penalty: 5329.985352
	Iteration 55Q: 3 clusters Score -8586171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -8586156.000000 Penalty: 5329.985352
	Iteration 56Q: 3 clusters Score -8586156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -8586171.000000 Penalty: 5329.985352
	Iteration 57Q: 3 clusters Score -8586171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -8586168.000000 Penalty: 5329.985352
	Iteration 58Q: 3 clusters Score -8586168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -8586179.000000 Penalty: 5329.985352
	Iteration 59Q: 3 clusters Score -8586179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -8586153.000000 Penalty: 5329.985352
	Iteration 60F: 3 clusters Score -8586153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -8586135.000000 Penalty: 5329.985352
	Iteration 61Q: 3 clusters Score -8586135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -8586134.000000 Penalty: 5329.985352
	Iteration 62Q: 3 clusters Score -8586134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -8586136.000000 Penalty: 5329.985352
	Iteration 63Q: 3 clusters Score -8586136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -8586135.000000 Penalty: 5329.985352
	Iteration 64Q: 3 clusters Score -8586135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -8586136.000000 Penalty: 5329.985352
	Iteration 65Q: 3 clusters Score -8586136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -8586133.000000 Penalty: 5329.985352
	Iteration 66Q: 3 clusters Score -8586133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -8586140.000000 Penalty: 5329.985352
	Iteration 67Q: 3 clusters Score -8586140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8586140.000000 Penalty: 5329.985352
	Iteration 68Q: 3 clusters Score -8586140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8586130.000000 Penalty: 5329.985352
	Iteration 69Q: 3 clusters Score -8586130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -8586126.000000 Penalty: 5329.985352
	Iteration 70Q: 3 clusters Score -8586126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8586123.000000 Penalty: 5329.985352
	Iteration 71Q: 3 clusters Score -8586123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8586126.000000 Penalty: 5329.985352
	Iteration 72Q: 3 clusters Score -8586126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -8586120.000000 Penalty: 5329.985352
	Iteration 73Q: 3 clusters Score -8586120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -8586130.000000 Penalty: 5329.985352
	Iteration 74Q: 3 clusters Score -8586130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -8586127.000000 Penalty: 5329.985352
	Iteration 75Q: 3 clusters Score -8586127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -8586127.000000 Penalty: 5329.985352
	Iteration 76Q: 3 clusters Score -8586127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8586126.000000 Penalty: 5329.985352
	Iteration 77Q: 3 clusters Score -8586126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -8586125.000000 Penalty: 5329.985352
	Iteration 78Q: 3 clusters Score -8586125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -8586122.000000 Penalty: 5329.985352
	Iteration 79Q: 3 clusters Score -8586122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8586124.000000 Penalty: 5329.985352
	Iteration 80F: 3 clusters Score -8586124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -8586112.000000 Penalty: 5329.985352
	Iteration 81Q: 3 clusters Score -8586112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -8586110.000000 Penalty: 5329.985352
	Iteration 82Q: 3 clusters Score -8586110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -8586108.000000 Penalty: 5329.985352
	Iteration 83Q: 3 clusters Score -8586108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -8586108.000000 Penalty: 5329.985352
	Iteration 84Q: 3 clusters Score -8586108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -8586107.000000 Penalty: 5329.985352
	Iteration 85Q: 3 clusters Score -8586107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -8586108.000000 Penalty: 5329.985352
	Iteration 86Q: 3 clusters Score -8586108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -8586109.000000 Penalty: 5329.985352
	Iteration 87Q: 3 clusters Score -8586109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -8586094.000000 Penalty: 5329.985352
	Iteration 88Q: 3 clusters Score -8586094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8586080.000000 Penalty: 5329.985352
	Iteration 89Q: 3 clusters Score -8586080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8586085.000000 Penalty: 5329.985352
	Iteration 90Q: 3 clusters Score -8586085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -8586088.000000 Penalty: 5329.985352
	Iteration 91Q: 3 clusters Score -8586088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -8586092.000000 Penalty: 5329.985352
	Iteration 92Q: 3 clusters Score -8586092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -8586079.000000 Penalty: 5329.985352
	Iteration 93Q: 3 clusters Score -8586079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -8586069.000000 Penalty: 5329.985352
	Iteration 94Q: 3 clusters Score -8586069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -8586077.000000 Penalty: 5329.985352
	Iteration 95Q: 3 clusters Score -8586077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -8586074.000000 Penalty: 5329.985352
	Iteration 96Q: 3 clusters Score -8586074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -8586080.000000 Penalty: 5329.985352
	Iteration 97Q: 3 clusters Score -8586080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -8586075.000000 Penalty: 5329.985352
	Iteration 98Q: 3 clusters Score -8586075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8586070.000000 Penalty: 5329.985352
	Iteration 99Q: 3 clusters Score -8586070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -8586079.000000 Penalty: 5329.985352
	Iteration 100F: 3 clusters Score -8586079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -8586078.000000 Penalty: 5329.985352
	Iteration 101Q: 3 clusters Score -8586078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -8586072.000000 Penalty: 5329.985352
	Iteration 102Q: 3 clusters Score -8586072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -8586072.000000 Penalty: 5329.985352
	Iteration 103Q: 3 clusters Score -8586072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -8586060.000000 Penalty: 5329.985352
	Iteration 104Q: 3 clusters Score -8586060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -8586057.000000 Penalty: 5329.985352
	Iteration 105Q: 3 clusters Score -8586057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -8586059.000000 Penalty: 5329.985352
	Iteration 106Q: 3 clusters Score -8586059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -8586051.000000 Penalty: 5329.985352
	Iteration 107Q: 3 clusters Score -8586051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -8586045.000000 Penalty: 5329.985352
	Iteration 108Q: 3 clusters Score -8586045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -8586053.000000 Penalty: 5329.985352
	Iteration 109Q: 3 clusters Score -8586053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -8586053.000000 Penalty: 5329.985352
	Iteration 110Q: 3 clusters Score -8586053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -8586048.000000 Penalty: 5329.985352
	Iteration 111Q: 3 clusters Score -8586048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -8586048.000000 Penalty: 5329.985352
	Iteration 112F: 3 clusters Score -8586048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Entering Unmasked Estep 
Score: -8516884.000000 Penalty: 2661.643311
	Iteration 0F: 2 clusters Score -8516884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -8487104.000000 Penalty: 5323.286621
	Iteration 0F: 3 clusters Score -8487104 nChanged 21027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -8498740.000000 Penalty: 5323.286621
	Iteration 1F: 3 clusters Score -8498740 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -8499331.000000 Penalty: 5323.286621
	Iteration 2Q: 3 clusters Score -8499331 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -8499858.000000 Penalty: 5323.286621
	Iteration 3Q: 3 clusters Score -8499858 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -8500428.000000 Penalty: 5323.286621
	Iteration 4Q: 3 clusters Score -8500428 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -8501189.000000 Penalty: 5323.286621
	Iteration 5Q: 3 clusters Score -8501189 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -8502380.000000 Penalty: 5323.286621
	Iteration 6Q: 3 clusters Score -8502380 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -8504157.000000 Penalty: 5323.286621
	Iteration 7F: 3 clusters Score -8504157 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -8506734.000000 Penalty: 5323.286621
	Iteration 8F: 3 clusters Score -8506734 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -8509751.000000 Penalty: 5323.286621
	Iteration 9F: 3 clusters Score -8509751 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -8512331.000000 Penalty: 5323.286621
	Iteration 10F: 3 clusters Score -8512331 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -8513685.000000 Penalty: 5323.286621
	Iteration 11Q: 3 clusters Score -8513685 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -8514300.000000 Penalty: 5323.286621
	Iteration 12Q: 3 clusters Score -8514300 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8514487.000000 Penalty: 5323.286621
	Iteration 13Q: 3 clusters Score -8514487 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -8514550.000000 Penalty: 5323.286621
	Iteration 14Q: 3 clusters Score -8514550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -8514601.000000 Penalty: 5323.286621
	Iteration 15Q: 3 clusters Score -8514601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8514630.000000 Penalty: 5323.286621
	Iteration 16Q: 3 clusters Score -8514630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8514654.000000 Penalty: 5323.286621
	Iteration 17Q: 3 clusters Score -8514654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -8514665.000000 Penalty: 5323.286621
	Iteration 18Q: 3 clusters Score -8514665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -8514674.000000 Penalty: 5323.286621
	Iteration 19Q: 3 clusters Score -8514674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8514675.000000 Penalty: 5323.286621
	Iteration 20F: 3 clusters Score -8514675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -8514684.000000 Penalty: 5323.286621
	Iteration 21Q: 3 clusters Score -8514684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -8514682.000000 Penalty: 5323.286621
	Iteration 22Q: 3 clusters Score -8514682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -8514682.000000 Penalty: 5323.286621
	Iteration 23F: 3 clusters Score -8514682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Entering Unmasked Estep 
Score: -3606560.000000 Penalty: 2449.849854
	Iteration 0F: 2 clusters Score -3606560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3592770.250000 Penalty: 4899.699707
	Iteration 0F: 3 clusters Score -3592770 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3597314.000000 Penalty: 4899.699707
	Iteration 1F: 3 clusters Score -3597314 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3597646.000000 Penalty: 4899.699707
	Iteration 2F: 3 clusters Score -3597646 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3597878.250000 Penalty: 4899.699707
	Iteration 3Q: 3 clusters Score -3597878 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3598115.750000 Penalty: 4899.699707
	Iteration 4Q: 3 clusters Score -3598116 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3598335.250000 Penalty: 4899.699707
	Iteration 5Q: 3 clusters Score -3598335 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -3598571.500000 Penalty: 4899.699707
	Iteration 6Q: 3 clusters Score -3598572 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3598889.500000 Penalty: 4899.699707
	Iteration 7Q: 3 clusters Score -3598890 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3599205.250000 Penalty: 4899.699707
	Iteration 8Q: 3 clusters Score -3599205 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3599606.500000 Penalty: 4899.699707
	Iteration 9Q: 3 clusters Score -3599606 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3600031.250000 Penalty: 4899.699707
	Iteration 10Q: 3 clusters Score -3600031 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3600501.250000 Penalty: 4899.699707
	Iteration 11Q: 3 clusters Score -3600501 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3601022.000000 Penalty: 4899.699707
	Iteration 12Q: 3 clusters Score -3601022 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3601509.500000 Penalty: 4899.699707
	Iteration 13Q: 3 clusters Score -3601510 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3601964.250000 Penalty: 4899.699707
	Iteration 14Q: 3 clusters Score -3601964 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3602370.750000 Penalty: 4899.699707
	Iteration 15Q: 3 clusters Score -3602371 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3602753.250000 Penalty: 4899.699707
	Iteration 16Q: 3 clusters Score -3602753 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3603060.000000 Penalty: 4899.699707
	Iteration 17Q: 3 clusters Score -3603060 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3603307.750000 Penalty: 4899.699707
	Iteration 18Q: 3 clusters Score -3603308 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3603539.250000 Penalty: 4899.699707
	Iteration 19Q: 3 clusters Score -3603539 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3603740.000000 Penalty: 4899.699707
	Iteration 20F: 3 clusters Score -3603740 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3603901.500000 Penalty: 4899.699707
	Iteration 21Q: 3 clusters Score -3603902 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3604050.750000 Penalty: 4899.699707
	Iteration 22Q: 3 clusters Score -3604051 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3604133.500000 Penalty: 4899.699707
	Iteration 23Q: 3 clusters Score -3604134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3604206.750000 Penalty: 4899.699707
	Iteration 24Q: 3 clusters Score -3604207 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3604257.250000 Penalty: 4899.699707
	Iteration 25Q: 3 clusters Score -3604257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3604304.750000 Penalty: 4899.699707
	Iteration 26Q: 3 clusters Score -3604305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3604337.000000 Penalty: 4899.699707
	Iteration 27Q: 3 clusters Score -3604337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3604356.000000 Penalty: 4899.699707
	Iteration 28Q: 3 clusters Score -3604356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3604368.750000 Penalty: 4899.699707
	Iteration 29Q: 3 clusters Score -3604369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3604386.250000 Penalty: 4899.699707
	Iteration 30Q: 3 clusters Score -3604386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3604402.250000 Penalty: 4899.699707
	Iteration 31Q: 3 clusters Score -3604402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3604416.500000 Penalty: 4899.699707
	Iteration 32Q: 3 clusters Score -3604416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3604428.500000 Penalty: 4899.699707
	Iteration 33Q: 3 clusters Score -3604428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3604442.250000 Penalty: 4899.699707
	Iteration 34Q: 3 clusters Score -3604442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3604449.500000 Penalty: 4899.699707
	Iteration 35Q: 3 clusters Score -3604450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3604449.500000 Penalty: 4899.699707
	Iteration 36Q: 3 clusters Score -3604450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3604457.500000 Penalty: 4899.699707
	Iteration 37Q: 3 clusters Score -3604458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3604455.500000 Penalty: 4899.699707
	Iteration 38Q: 3 clusters Score -3604456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3604460.000000 Penalty: 4899.699707
	Iteration 39Q: 3 clusters Score -3604460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3604459.750000 Penalty: 4899.699707
	Iteration 40F: 3 clusters Score -3604460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3604466.000000 Penalty: 4899.699707
	Iteration 41Q: 3 clusters Score -3604466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3604467.000000 Penalty: 4899.699707
	Iteration 42Q: 3 clusters Score -3604467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3604469.000000 Penalty: 4899.699707
	Iteration 43Q: 3 clusters Score -3604469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3604469.250000 Penalty: 4899.699707
	Iteration 44Q: 3 clusters Score -3604469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3604469.250000 Penalty: 4899.699707
	Iteration 45F: 3 clusters Score -3604469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -78327.765625 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -78327.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76830.757812 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -76830.76 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77414.132812 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -77414.13 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77739.414062 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -77739.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77881.570312 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -77881.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77922.289062 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -77922.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77942.062500 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -77942.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77955.460938 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -77955.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77984.195312 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -77984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78005.257812 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -78005.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78009.992188 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -78009.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78011.367188 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -78011.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78011.367188 Penalty: 3223.147949
	Iteration 11F: 3 clusters Score -78011.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Entering Unmasked Estep 
Score: -8174245.000000 Penalty: 2652.204834
	Iteration 0F: 2 clusters Score -8174245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -8145454.000000 Penalty: 5304.409668
	Iteration 0F: 3 clusters Score -8145454 nChanged 20213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -8156728.000000 Penalty: 5304.409668
	Iteration 1F: 3 clusters Score -8156728 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -8157528.000000 Penalty: 5304.409668
	Iteration 2Q: 3 clusters Score -8157528 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -8158511.000000 Penalty: 5304.409668
	Iteration 3Q: 3 clusters Score -8158511 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -8159591.500000 Penalty: 5304.409668
	Iteration 4Q: 3 clusters Score -8159592 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -8160792.000000 Penalty: 5304.409668
	Iteration 5F: 3 clusters Score -8160792 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -8162159.500000 Penalty: 5304.409668
	Iteration 6F: 3 clusters Score -8162160 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -8163765.500000 Penalty: 5304.409668
	Iteration 7F: 3 clusters Score -8163766 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -8165574.500000 Penalty: 5304.409668
	Iteration 8F: 3 clusters Score -8165574 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -8167239.000000 Penalty: 5304.409668
	Iteration 9F: 3 clusters Score -8167239 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -8168233.500000 Penalty: 5304.409668
	Iteration 10Q: 3 clusters Score -8168234 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -8168761.500000 Penalty: 5304.409668
	Iteration 11Q: 3 clusters Score -8168762 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -8169034.500000 Penalty: 5304.409668
	Iteration 12Q: 3 clusters Score -8169034 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -8169246.500000 Penalty: 5304.409668
	Iteration 13Q: 3 clusters Score -8169246 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -8169386.000000 Penalty: 5304.409668
	Iteration 14Q: 3 clusters Score -8169386 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -8169569.000000 Penalty: 5304.409668
	Iteration 15Q: 3 clusters Score -8169569 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -8169720.500000 Penalty: 5304.409668
	Iteration 16Q: 3 clusters Score -8169720 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -8169881.500000 Penalty: 5304.409668
	Iteration 17Q: 3 clusters Score -8169882 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -8170008.000000 Penalty: 5304.409668
	Iteration 18Q: 3 clusters Score -8170008 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -8170120.500000 Penalty: 5304.409668
	Iteration 19Q: 3 clusters Score -8170120 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -8170190.000000 Penalty: 5304.409668
	Iteration 20F: 3 clusters Score -8170190 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -8170293.500000 Penalty: 5304.409668
	Iteration 21Q: 3 clusters Score -8170294 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -8170386.500000 Penalty: 5304.409668
	Iteration 22Q: 3 clusters Score -8170386 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -8170515.500000 Penalty: 5304.409668
	Iteration 23Q: 3 clusters Score -8170516 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -8170627.500000 Penalty: 5304.409668
	Iteration 24Q: 3 clusters Score -8170628 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -8170693.500000 Penalty: 5304.409668
	Iteration 25Q: 3 clusters Score -8170694 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -8170808.000000 Penalty: 5304.409668
	Iteration 26Q: 3 clusters Score -8170808 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -8170906.500000 Penalty: 5304.409668
	Iteration 27Q: 3 clusters Score -8170906 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -8170976.500000 Penalty: 5304.409668
	Iteration 28Q: 3 clusters Score -8170976 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -8171006.500000 Penalty: 5304.409668
	Iteration 29Q: 3 clusters Score -8171006 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -8171024.000000 Penalty: 5304.409668
	Iteration 30Q: 3 clusters Score -8171024 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -8171134.000000 Penalty: 5304.409668
	Iteration 31Q: 3 clusters Score -8171134 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -8171242.500000 Penalty: 5304.409668
	Iteration 32Q: 3 clusters Score -8171242 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -8171296.500000 Penalty: 5304.409668
	Iteration 33Q: 3 clusters Score -8171296 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -8171383.500000 Penalty: 5304.409668
	Iteration 34Q: 3 clusters Score -8171384 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -8171508.000000 Penalty: 5304.409668
	Iteration 35Q: 3 clusters Score -8171508 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -8171593.000000 Penalty: 5304.409668
	Iteration 36Q: 3 clusters Score -8171593 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -8171670.500000 Penalty: 5304.409668
	Iteration 37Q: 3 clusters Score -8171670 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8171735.000000 Penalty: 5304.409668
	Iteration 38Q: 3 clusters Score -8171735 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -8171858.000000 Penalty: 5304.409668
	Iteration 39Q: 3 clusters Score -8171858 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -8171942.000000 Penalty: 5304.409668
	Iteration 40F: 3 clusters Score -8171942 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -8172053.000000 Penalty: 5304.409668
	Iteration 41Q: 3 clusters Score -8172053 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -8172105.500000 Penalty: 5304.409668
	Iteration 42Q: 3 clusters Score -8172106 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -8172200.000000 Penalty: 5304.409668
	Iteration 43Q: 3 clusters Score -8172200 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -8172280.000000 Penalty: 5304.409668
	Iteration 44Q: 3 clusters Score -8172280 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -8172350.000000 Penalty: 5304.409668
	Iteration 45Q: 3 clusters Score -8172350 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -8172434.500000 Penalty: 5304.409668
	Iteration 46Q: 3 clusters Score -8172434 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -8172501.000000 Penalty: 5304.409668
	Iteration 47Q: 3 clusters Score -8172501 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -8172561.000000 Penalty: 5304.409668
	Iteration 48Q: 3 clusters Score -8172561 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -8172627.000000 Penalty: 5304.409668
	Iteration 49Q: 3 clusters Score -8172627 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -8172680.500000 Penalty: 5304.409668
	Iteration 50Q: 3 clusters Score -8172680 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -8172686.000000 Penalty: 5304.409668
	Iteration 51Q: 3 clusters Score -8172686 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -8172717.500000 Penalty: 5304.409668
	Iteration 52Q: 3 clusters Score -8172718 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -8172736.500000 Penalty: 5304.409668
	Iteration 53Q: 3 clusters Score -8172736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -8172783.000000 Penalty: 5304.409668
	Iteration 54Q: 3 clusters Score -8172783 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -8172817.000000 Penalty: 5304.409668
	Iteration 55Q: 3 clusters Score -8172817 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -8172866.500000 Penalty: 5304.409668
	Iteration 56Q: 3 clusters Score -8172866 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -8172907.000000 Penalty: 5304.409668
	Iteration 57Q: 3 clusters Score -8172907 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -8172964.500000 Penalty: 5304.409668
	Iteration 58Q: 3 clusters Score -8172964 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -8172984.000000 Penalty: 5304.409668
	Iteration 59Q: 3 clusters Score -8172984 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -8173009.500000 Penalty: 5304.409668
	Iteration 60F: 3 clusters Score -8173010 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -8173030.500000 Penalty: 5304.409668
	Iteration 61Q: 3 clusters Score -8173030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -8173062.000000 Penalty: 5304.409668
	Iteration 62Q: 3 clusters Score -8173062 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -8173089.000000 Penalty: 5304.409668
	Iteration 63Q: 3 clusters Score -8173089 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -8173123.000000 Penalty: 5304.409668
	Iteration 64Q: 3 clusters Score -8173123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -8173140.000000 Penalty: 5304.409668
	Iteration 65Q: 3 clusters Score -8173140 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -8173172.000000 Penalty: 5304.409668
	Iteration 66Q: 3 clusters Score -8173172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -8173169.000000 Penalty: 5304.409668
	Iteration 67Q: 3 clusters Score -8173169 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -8173188.000000 Penalty: 5304.409668
	Iteration 68Q: 3 clusters Score -8173188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -8173207.000000 Penalty: 5304.409668
	Iteration 69Q: 3 clusters Score -8173207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -8173224.500000 Penalty: 5304.409668
	Iteration 70Q: 3 clusters Score -8173224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -8173226.500000 Penalty: 5304.409668
	Iteration 71Q: 3 clusters Score -8173226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -8173235.500000 Penalty: 5304.409668
	Iteration 72Q: 3 clusters Score -8173236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -8173253.500000 Penalty: 5304.409668
	Iteration 73Q: 3 clusters Score -8173254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -8173265.500000 Penalty: 5304.409668
	Iteration 74Q: 3 clusters Score -8173266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -8173268.500000 Penalty: 5304.409668
	Iteration 75Q: 3 clusters Score -8173268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -8173268.500000 Penalty: 5304.409668
	Iteration 76Q: 3 clusters Score -8173268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -8173273.000000 Penalty: 5304.409668
	Iteration 77Q: 3 clusters Score -8173273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -8173288.500000 Penalty: 5304.409668
	Iteration 78Q: 3 clusters Score -8173288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -8173297.000000 Penalty: 5304.409668
	Iteration 79Q: 3 clusters Score -8173297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -8173309.500000 Penalty: 5304.409668
	Iteration 80F: 3 clusters Score -8173310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -8173306.500000 Penalty: 5304.409668
	Iteration 81Q: 3 clusters Score -8173306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -8173306.500000 Penalty: 5304.409668
	Iteration 82Q: 3 clusters Score -8173306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -8173316.500000 Penalty: 5304.409668
	Iteration 83Q: 3 clusters Score -8173316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -8173322.000000 Penalty: 5304.409668
	Iteration 84Q: 3 clusters Score -8173322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -8173316.000000 Penalty: 5304.409668
	Iteration 85Q: 3 clusters Score -8173316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -8173323.500000 Penalty: 5304.409668
	Iteration 86Q: 3 clusters Score -8173324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -8173324.500000 Penalty: 5304.409668
	Iteration 87Q: 3 clusters Score -8173324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -8173336.500000 Penalty: 5304.409668
	Iteration 88Q: 3 clusters Score -8173336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -8173343.000000 Penalty: 5304.409668
	Iteration 89Q: 3 clusters Score -8173343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -8173341.000000 Penalty: 5304.409668
	Iteration 90Q: 3 clusters Score -8173341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -8173335.000000 Penalty: 5304.409668
	Iteration 91Q: 3 clusters Score -8173335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -8173347.000000 Penalty: 5304.409668
	Iteration 92Q: 3 clusters Score -8173347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -8173361.500000 Penalty: 5304.409668
	Iteration 93Q: 3 clusters Score -8173362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -8173365.000000 Penalty: 5304.409668
	Iteration 94Q: 3 clusters Score -8173365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -8173376.000000 Penalty: 5304.409668
	Iteration 95Q: 3 clusters Score -8173376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -8173371.500000 Penalty: 5304.409668
	Iteration 96Q: 3 clusters Score -8173372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -8173373.500000 Penalty: 5304.409668
	Iteration 97Q: 3 clusters Score -8173374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -8173378.000000 Penalty: 5304.409668
	Iteration 98Q: 3 clusters Score -8173378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -8173390.500000 Penalty: 5304.409668
	Iteration 99Q: 3 clusters Score -8173390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -8173413.000000 Penalty: 5304.409668
	Iteration 100F: 3 clusters Score -8173413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -8173413.000000 Penalty: 5304.409668
	Iteration 101Q: 3 clusters Score -8173413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -8173419.500000 Penalty: 5304.409668
	Iteration 102Q: 3 clusters Score -8173420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -8173413.500000 Penalty: 5304.409668
	Iteration 103Q: 3 clusters Score -8173414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -8173410.000000 Penalty: 5304.409668
	Iteration 104Q: 3 clusters Score -8173410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -8173402.000000 Penalty: 5304.409668
	Iteration 105Q: 3 clusters Score -8173402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -8173425.500000 Penalty: 5304.409668
	Iteration 106Q: 3 clusters Score -8173426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -8173430.500000 Penalty: 5304.409668
	Iteration 107Q: 3 clusters Score -8173430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -8173435.000000 Penalty: 5304.409668
	Iteration 108Q: 3 clusters Score -8173435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -8173427.500000 Penalty: 5304.409668
	Iteration 109Q: 3 clusters Score -8173428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -8173439.000000 Penalty: 5304.409668
	Iteration 110Q: 3 clusters Score -8173439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -8173451.000000 Penalty: 5304.409668
	Iteration 111Q: 3 clusters Score -8173451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -8173447.500000 Penalty: 5304.409668
	Iteration 112Q: 3 clusters Score -8173448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -8173443.500000 Penalty: 5304.409668
	Iteration 113Q: 3 clusters Score -8173444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -8173429.500000 Penalty: 5304.409668
	Iteration 114Q: 3 clusters Score -8173430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -8173437.500000 Penalty: 5304.409668
	Iteration 115Q: 3 clusters Score -8173438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -8173441.000000 Penalty: 5304.409668
	Iteration 116Q: 3 clusters Score -8173441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -8173436.500000 Penalty: 5304.409668
	Iteration 117Q: 3 clusters Score -8173436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -8173435.000000 Penalty: 5304.409668
	Iteration 118Q: 3 clusters Score -8173435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -8173441.000000 Penalty: 5304.409668
	Iteration 119Q: 3 clusters Score -8173441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -8173438.500000 Penalty: 5304.409668
	Iteration 120F: 3 clusters Score -8173438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -32234.519531 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -32234.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31106.589844 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -31106.59 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31342.935547 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -31342.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31475.966797 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -31475.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31548.660156 Penalty: 2948.928711
	Iteration 3F: 3 clusters Score -31548.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31581.679688 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -31581.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31586.404297 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -31586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31601.591797 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -31601.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31604.222656 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -31604.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31614.671875 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -31614.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31631.263672 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -31631.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31637.933594 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -31637.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31638.099609 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -31638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31638.099609 Penalty: 2948.928711
	Iteration 12F: 3 clusters Score -31638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Entering Unmasked Estep 
Score: -8273326.500000 Penalty: 2654.075684
	Iteration 0F: 2 clusters Score -8273326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -8244398.500000 Penalty: 5308.151367
	Iteration 0F: 3 clusters Score -8244398 nChanged 20331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -8255433.500000 Penalty: 5308.151367
	Iteration 1F: 3 clusters Score -8255434 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -8255955.000000 Penalty: 5308.151367
	Iteration 2Q: 3 clusters Score -8255955 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -8256486.000000 Penalty: 5308.151367
	Iteration 3Q: 3 clusters Score -8256486 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -8257089.000000 Penalty: 5308.151367
	Iteration 4Q: 3 clusters Score -8257089 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -8257881.000000 Penalty: 5308.151367
	Iteration 5Q: 3 clusters Score -8257881 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -8258903.500000 Penalty: 5308.151367
	Iteration 6Q: 3 clusters Score -8258904 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -8260243.500000 Penalty: 5308.151367
	Iteration 7F: 3 clusters Score -8260244 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -8262041.000000 Penalty: 5308.151367
	Iteration 8F: 3 clusters Score -8262041 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -8264158.000000 Penalty: 5308.151367
	Iteration 9F: 3 clusters Score -8264158 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -8266399.000000 Penalty: 5308.151367
	Iteration 10F: 3 clusters Score -8266399 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -8268362.500000 Penalty: 5308.151367
	Iteration 11Q: 3 clusters Score -8268362 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -8269736.000000 Penalty: 5308.151367
	Iteration 12Q: 3 clusters Score -8269736 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -8270537.000000 Penalty: 5308.151367
	Iteration 13Q: 3 clusters Score -8270537 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8270943.000000 Penalty: 5308.151367
	Iteration 14Q: 3 clusters Score -8270943 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -8271167.000000 Penalty: 5308.151367
	Iteration 15Q: 3 clusters Score -8271167 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -8271303.000000 Penalty: 5308.151367
	Iteration 16Q: 3 clusters Score -8271303 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -8271380.000000 Penalty: 5308.151367
	Iteration 17Q: 3 clusters Score -8271380 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -8271472.500000 Penalty: 5308.151367
	Iteration 18Q: 3 clusters Score -8271472 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -8271485.000000 Penalty: 5308.151367
	Iteration 19Q: 3 clusters Score -8271485 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8271481.000000 Penalty: 5308.151367
	Iteration 20F: 3 clusters Score -8271481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -8271502.000000 Penalty: 5308.151367
	Iteration 21Q: 3 clusters Score -8271502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -8271512.500000 Penalty: 5308.151367
	Iteration 22Q: 3 clusters Score -8271512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -8271531.500000 Penalty: 5308.151367
	Iteration 23Q: 3 clusters Score -8271532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -8271519.000000 Penalty: 5308.151367
	Iteration 24Q: 3 clusters Score -8271519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -8271515.500000 Penalty: 5308.151367
	Iteration 25Q: 3 clusters Score -8271516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -8271502.000000 Penalty: 5308.151367
	Iteration 26Q: 3 clusters Score -8271502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -8271510.000000 Penalty: 5308.151367
	Iteration 27Q: 3 clusters Score -8271510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -8271512.500000 Penalty: 5308.151367
	Iteration 28Q: 3 clusters Score -8271512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8271512.500000 Penalty: 5308.151367
	Iteration 29Q: 3 clusters Score -8271512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -8271512.000000 Penalty: 5308.151367
	Iteration 30Q: 3 clusters Score -8271512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8271513.500000 Penalty: 5308.151367
	Iteration 31Q: 3 clusters Score -8271514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8271515.000000 Penalty: 5308.151367
	Iteration 32Q: 3 clusters Score -8271515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -8271510.000000 Penalty: 5308.151367
	Iteration 33Q: 3 clusters Score -8271510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -8271520.500000 Penalty: 5308.151367
	Iteration 34Q: 3 clusters Score -8271520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -8271527.000000 Penalty: 5308.151367
	Iteration 35Q: 3 clusters Score -8271527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -8271527.000000 Penalty: 5308.151367
	Iteration 36Q: 3 clusters Score -8271527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -8271527.000000 Penalty: 5308.151367
	Iteration 37F: 3 clusters Score -8271527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Entering Unmasked Estep 
Score: -8866568.000000 Penalty: 2674.078613
	Iteration 0F: 2 clusters Score -8866568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -8835842.000000 Penalty: 5348.157227
	Iteration 0F: 3 clusters Score -8835842 nChanged 22286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -8848215.000000 Penalty: 5348.157227
	Iteration 1F: 3 clusters Score -8848215 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -8848854.000000 Penalty: 5348.157227
	Iteration 2Q: 3 clusters Score -8848854 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -8849579.000000 Penalty: 5348.157227
	Iteration 3Q: 3 clusters Score -8849579 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -8850399.000000 Penalty: 5348.157227
	Iteration 4Q: 3 clusters Score -8850399 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -8851379.000000 Penalty: 5348.157227
	Iteration 5Q: 3 clusters Score -8851379 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -8852539.000000 Penalty: 5348.157227
	Iteration 6Q: 3 clusters Score -8852539 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -8853953.000000 Penalty: 5348.157227
	Iteration 7Q: 3 clusters Score -8853953 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -8855512.000000 Penalty: 5348.157227
	Iteration 8F: 3 clusters Score -8855512 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -8857274.000000 Penalty: 5348.157227
	Iteration 9F: 3 clusters Score -8857274 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -8858744.000000 Penalty: 5348.157227
	Iteration 10F: 3 clusters Score -8858744 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -8859755.000000 Penalty: 5348.157227
	Iteration 11Q: 3 clusters Score -8859755 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -8860315.000000 Penalty: 5348.157227
	Iteration 12Q: 3 clusters Score -8860315 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -8860694.000000 Penalty: 5348.157227
	Iteration 13Q: 3 clusters Score -8860694 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -8860980.000000 Penalty: 5348.157227
	Iteration 14Q: 3 clusters Score -8860980 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -8861293.000000 Penalty: 5348.157227
	Iteration 15Q: 3 clusters Score -8861293 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -8861666.000000 Penalty: 5348.157227
	Iteration 16Q: 3 clusters Score -8861666 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -8862055.000000 Penalty: 5348.157227
	Iteration 17Q: 3 clusters Score -8862055 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -8862465.000000 Penalty: 5348.157227
	Iteration 18Q: 3 clusters Score -8862465 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -8862802.000000 Penalty: 5348.157227
	Iteration 19Q: 3 clusters Score -8862802 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -8863105.000000 Penalty: 5348.157227
	Iteration 20F: 3 clusters Score -8863105 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -8863389.000000 Penalty: 5348.157227
	Iteration 21Q: 3 clusters Score -8863389 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -8863634.000000 Penalty: 5348.157227
	Iteration 22Q: 3 clusters Score -8863634 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -8863945.000000 Penalty: 5348.157227
	Iteration 23Q: 3 clusters Score -8863945 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -8864223.000000 Penalty: 5348.157227
	Iteration 24Q: 3 clusters Score -8864223 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -8864398.000000 Penalty: 5348.157227
	Iteration 25Q: 3 clusters Score -8864398 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -8864549.000000 Penalty: 5348.157227
	Iteration 26Q: 3 clusters Score -8864549 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -8864718.000000 Penalty: 5348.157227
	Iteration 27Q: 3 clusters Score -8864718 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -8864867.000000 Penalty: 5348.157227
	Iteration 28Q: 3 clusters Score -8864867 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -8864956.000000 Penalty: 5348.157227
	Iteration 29Q: 3 clusters Score -8864956 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -8865051.000000 Penalty: 5348.157227
	Iteration 30Q: 3 clusters Score -8865051 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -8865168.000000 Penalty: 5348.157227
	Iteration 31Q: 3 clusters Score -8865168 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -8865301.000000 Penalty: 5348.157227
	Iteration 32Q: 3 clusters Score -8865301 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -8865421.000000 Penalty: 5348.157227
	Iteration 33Q: 3 clusters Score -8865421 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -8865520.000000 Penalty: 5348.157227
	Iteration 34Q: 3 clusters Score -8865520 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -8865601.000000 Penalty: 5348.157227
	Iteration 35Q: 3 clusters Score -8865601 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -8865684.000000 Penalty: 5348.157227
	Iteration 36Q: 3 clusters Score -8865684 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -8865748.000000 Penalty: 5348.157227
	Iteration 37Q: 3 clusters Score -8865748 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -8865822.000000 Penalty: 5348.157227
	Iteration 38Q: 3 clusters Score -8865822 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -8865866.000000 Penalty: 5348.157227
	Iteration 39Q: 3 clusters Score -8865866 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -8865914.000000 Penalty: 5348.157227
	Iteration 40F: 3 clusters Score -8865914 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -8865977.000000 Penalty: 5348.157227
	Iteration 41Q: 3 clusters Score -8865977 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -8865994.000000 Penalty: 5348.157227
	Iteration 42Q: 3 clusters Score -8865994 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -8866040.000000 Penalty: 5348.157227
	Iteration 43Q: 3 clusters Score -8866040 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -8866077.000000 Penalty: 5348.157227
	Iteration 44Q: 3 clusters Score -8866077 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -8866084.000000 Penalty: 5348.157227
	Iteration 45Q: 3 clusters Score -8866084 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -8866092.000000 Penalty: 5348.157227
	Iteration 46Q: 3 clusters Score -8866092 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -8866101.000000 Penalty: 5348.157227
	Iteration 47Q: 3 clusters Score -8866101 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -8866084.000000 Penalty: 5348.157227
	Iteration 48Q: 3 clusters Score -8866084 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -8866071.000000 Penalty: 5348.157227
	Iteration 49Q: 3 clusters Score -8866071 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -8866095.000000 Penalty: 5348.157227
	Iteration 50Q: 3 clusters Score -8866095 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -8866091.000000 Penalty: 5348.157227
	Iteration 51Q: 3 clusters Score -8866091 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -8866086.000000 Penalty: 5348.157227
	Iteration 52Q: 3 clusters Score -8866086 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -8866045.000000 Penalty: 5348.157227
	Iteration 53Q: 3 clusters Score -8866045 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -8866023.000000 Penalty: 5348.157227
	Iteration 54Q: 3 clusters Score -8866023 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -8866023.000000 Penalty: 5348.157227
	Iteration 55Q: 3 clusters Score -8866023 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -8866013.000000 Penalty: 5348.157227
	Iteration 56Q: 3 clusters Score -8866013 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8865955.000000 Penalty: 5348.157227
	Iteration 57Q: 3 clusters Score -8865955 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -8865900.000000 Penalty: 5348.157227
	Iteration 58Q: 3 clusters Score -8865900 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -8865857.000000 Penalty: 5348.157227
	Iteration 59Q: 3 clusters Score -8865857 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8865811.000000 Penalty: 5348.157227
	Iteration 60F: 3 clusters Score -8865811 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -8865763.000000 Penalty: 5348.157227
	Iteration 61Q: 3 clusters Score -8865763 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -8865722.000000 Penalty: 5348.157227
	Iteration 62Q: 3 clusters Score -8865722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8865709.000000 Penalty: 5348.157227
	Iteration 63Q: 3 clusters Score -8865709 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8865708.000000 Penalty: 5348.157227
	Iteration 64Q: 3 clusters Score -8865708 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -8865672.000000 Penalty: 5348.157227
	Iteration 65Q: 3 clusters Score -8865672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8865652.000000 Penalty: 5348.157227
	Iteration 66Q: 3 clusters Score -8865652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8865654.000000 Penalty: 5348.157227
	Iteration 67Q: 3 clusters Score -8865654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8865632.000000 Penalty: 5348.157227
	Iteration 68Q: 3 clusters Score -8865632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8865604.000000 Penalty: 5348.157227
	Iteration 69Q: 3 clusters Score -8865604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8865596.000000 Penalty: 5348.157227
	Iteration 70Q: 3 clusters Score -8865596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8865585.000000 Penalty: 5348.157227
	Iteration 71Q: 3 clusters Score -8865585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8865573.000000 Penalty: 5348.157227
	Iteration 72Q: 3 clusters Score -8865573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8865554.000000 Penalty: 5348.157227
	Iteration 73Q: 3 clusters Score -8865554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8865526.000000 Penalty: 5348.157227
	Iteration 74Q: 3 clusters Score -8865526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8865535.000000 Penalty: 5348.157227
	Iteration 75Q: 3 clusters Score -8865535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8865526.000000 Penalty: 5348.157227
	Iteration 76Q: 3 clusters Score -8865526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8865537.000000 Penalty: 5348.157227
	Iteration 77Q: 3 clusters Score -8865537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8865516.000000 Penalty: 5348.157227
	Iteration 78Q: 3 clusters Score -8865516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8865485.000000 Penalty: 5348.157227
	Iteration 79Q: 3 clusters Score -8865485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8865473.000000 Penalty: 5348.157227
	Iteration 80F: 3 clusters Score -8865473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8865481.000000 Penalty: 5348.157227
	Iteration 81Q: 3 clusters Score -8865481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8865474.000000 Penalty: 5348.157227
	Iteration 82Q: 3 clusters Score -8865474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8865471.000000 Penalty: 5348.157227
	Iteration 83Q: 3 clusters Score -8865471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8865464.000000 Penalty: 5348.157227
	Iteration 84Q: 3 clusters Score -8865464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8865462.000000 Penalty: 5348.157227
	Iteration 85Q: 3 clusters Score -8865462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8865454.000000 Penalty: 5348.157227
	Iteration 86Q: 3 clusters Score -8865454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8865441.000000 Penalty: 5348.157227
	Iteration 87Q: 3 clusters Score -8865441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8865442.000000 Penalty: 5348.157227
	Iteration 88Q: 3 clusters Score -8865442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8865441.000000 Penalty: 5348.157227
	Iteration 89Q: 3 clusters Score -8865441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8865428.000000 Penalty: 5348.157227
	Iteration 90Q: 3 clusters Score -8865428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8865422.000000 Penalty: 5348.157227
	Iteration 91Q: 3 clusters Score -8865422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8865425.000000 Penalty: 5348.157227
	Iteration 92Q: 3 clusters Score -8865425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8865411.000000 Penalty: 5348.157227
	Iteration 93Q: 3 clusters Score -8865411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8865416.000000 Penalty: 5348.157227
	Iteration 94Q: 3 clusters Score -8865416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8865394.000000 Penalty: 5348.157227
	Iteration 95Q: 3 clusters Score -8865394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8865387.000000 Penalty: 5348.157227
	Iteration 96Q: 3 clusters Score -8865387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8865396.000000 Penalty: 5348.157227
	Iteration 97Q: 3 clusters Score -8865396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8865378.000000 Penalty: 5348.157227
	Iteration 98Q: 3 clusters Score -8865378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8865387.000000 Penalty: 5348.157227
	Iteration 99Q: 3 clusters Score -8865387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8865383.000000 Penalty: 5348.157227
	Iteration 100F: 3 clusters Score -8865383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8865376.000000 Penalty: 5348.157227
	Iteration 101Q: 3 clusters Score -8865376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8865382.000000 Penalty: 5348.157227
	Iteration 102Q: 3 clusters Score -8865382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8865377.000000 Penalty: 5348.157227
	Iteration 103Q: 3 clusters Score -8865377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8865361.000000 Penalty: 5348.157227
	Iteration 104Q: 3 clusters Score -8865361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8865355.000000 Penalty: 5348.157227
	Iteration 105Q: 3 clusters Score -8865355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8865346.000000 Penalty: 5348.157227
	Iteration 106Q: 3 clusters Score -8865346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8865340.000000 Penalty: 5348.157227
	Iteration 107Q: 3 clusters Score -8865340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8865339.000000 Penalty: 5348.157227
	Iteration 108Q: 3 clusters Score -8865339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8865332.000000 Penalty: 5348.157227
	Iteration 109Q: 3 clusters Score -8865332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8865322.000000 Penalty: 5348.157227
	Iteration 110Q: 3 clusters Score -8865322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8865303.000000 Penalty: 5348.157227
	Iteration 111Q: 3 clusters Score -8865303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8865313.000000 Penalty: 5348.157227
	Iteration 112Q: 3 clusters Score -8865313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8865305.000000 Penalty: 5348.157227
	Iteration 113Q: 3 clusters Score -8865305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8865292.000000 Penalty: 5348.157227
	Iteration 114Q: 3 clusters Score -8865292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8865281.000000 Penalty: 5348.157227
	Iteration 115Q: 3 clusters Score -8865281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8865270.000000 Penalty: 5348.157227
	Iteration 116Q: 3 clusters Score -8865270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8865273.000000 Penalty: 5348.157227
	Iteration 117Q: 3 clusters Score -8865273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8865255.000000 Penalty: 5348.157227
	Iteration 118Q: 3 clusters Score -8865255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8865263.000000 Penalty: 5348.157227
	Iteration 119Q: 3 clusters Score -8865263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8865260.000000 Penalty: 5348.157227
	Iteration 120F: 3 clusters Score -8865260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8865248.000000 Penalty: 5348.157227
	Iteration 121Q: 3 clusters Score -8865248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8865258.000000 Penalty: 5348.157227
	Iteration 122Q: 3 clusters Score -8865258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8865254.000000 Penalty: 5348.157227
	Iteration 123Q: 3 clusters Score -8865254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8865242.000000 Penalty: 5348.157227
	Iteration 124Q: 3 clusters Score -8865242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8865247.000000 Penalty: 5348.157227
	Iteration 125Q: 3 clusters Score -8865247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8865240.000000 Penalty: 5348.157227
	Iteration 126Q: 3 clusters Score -8865240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8865242.000000 Penalty: 5348.157227
	Iteration 127Q: 3 clusters Score -8865242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8865239.000000 Penalty: 5348.157227
	Iteration 128Q: 3 clusters Score -8865239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8865226.000000 Penalty: 5348.157227
	Iteration 129Q: 3 clusters Score -8865226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8865234.000000 Penalty: 5348.157227
	Iteration 130Q: 3 clusters Score -8865234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8865235.000000 Penalty: 5348.157227
	Iteration 131Q: 3 clusters Score -8865235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8865218.000000 Penalty: 5348.157227
	Iteration 132Q: 3 clusters Score -8865218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8865215.000000 Penalty: 5348.157227
	Iteration 133Q: 3 clusters Score -8865215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8865207.000000 Penalty: 5348.157227
	Iteration 134Q: 3 clusters Score -8865207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8865197.000000 Penalty: 5348.157227
	Iteration 135Q: 3 clusters Score -8865197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8865192.000000 Penalty: 5348.157227
	Iteration 136Q: 3 clusters Score -8865192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8865187.000000 Penalty: 5348.157227
	Iteration 137Q: 3 clusters Score -8865187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8865197.000000 Penalty: 5348.157227
	Iteration 138Q: 3 clusters Score -8865197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8865186.000000 Penalty: 5348.157227
	Iteration 139Q: 3 clusters Score -8865186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8865184.000000 Penalty: 5348.157227
	Iteration 140F: 3 clusters Score -8865184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8865185.000000 Penalty: 5348.157227
	Iteration 141Q: 3 clusters Score -8865185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8865179.000000 Penalty: 5348.157227
	Iteration 142Q: 3 clusters Score -8865179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8865169.000000 Penalty: 5348.157227
	Iteration 143Q: 3 clusters Score -8865169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8865164.000000 Penalty: 5348.157227
	Iteration 144Q: 3 clusters Score -8865164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8865149.000000 Penalty: 5348.157227
	Iteration 145Q: 3 clusters Score -8865149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8865155.000000 Penalty: 5348.157227
	Iteration 146Q: 3 clusters Score -8865155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8865162.000000 Penalty: 5348.157227
	Iteration 147Q: 3 clusters Score -8865162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8865138.000000 Penalty: 5348.157227
	Iteration 148Q: 3 clusters Score -8865138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8865128.000000 Penalty: 5348.157227
	Iteration 149Q: 3 clusters Score -8865128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8865119.000000 Penalty: 5348.157227
	Iteration 150Q: 3 clusters Score -8865119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8865119.000000 Penalty: 5348.157227
	Iteration 151Q: 3 clusters Score -8865119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8865127.000000 Penalty: 5348.157227
	Iteration 152Q: 3 clusters Score -8865127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8865122.000000 Penalty: 5348.157227
	Iteration 153Q: 3 clusters Score -8865122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8865117.000000 Penalty: 5348.157227
	Iteration 154Q: 3 clusters Score -8865117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8865109.000000 Penalty: 5348.157227
	Iteration 155Q: 3 clusters Score -8865109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8865117.000000 Penalty: 5348.157227
	Iteration 156Q: 3 clusters Score -8865117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8865112.000000 Penalty: 5348.157227
	Iteration 157Q: 3 clusters Score -8865112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8865118.000000 Penalty: 5348.157227
	Iteration 158Q: 3 clusters Score -8865118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8865119.000000 Penalty: 5348.157227
	Iteration 159Q: 3 clusters Score -8865119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8865115.000000 Penalty: 5348.157227
	Iteration 160F: 3 clusters Score -8865115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8865103.000000 Penalty: 5348.157227
	Iteration 161Q: 3 clusters Score -8865103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8865102.000000 Penalty: 5348.157227
	Iteration 162Q: 3 clusters Score -8865102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8865100.000000 Penalty: 5348.157227
	Iteration 163Q: 3 clusters Score -8865100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8865098.000000 Penalty: 5348.157227
	Iteration 164Q: 3 clusters Score -8865098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8865102.000000 Penalty: 5348.157227
	Iteration 165Q: 3 clusters Score -8865102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8865101.000000 Penalty: 5348.157227
	Iteration 166Q: 3 clusters Score -8865101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8865101.000000 Penalty: 5348.157227
	Iteration 167F: 3 clusters Score -8865101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Entering Unmasked Estep 
Score: -9231427.000000 Penalty: 2684.606201
	Iteration 0F: 2 clusters Score -9231427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -9200057.000000 Penalty: 5369.212402
	Iteration 0F: 3 clusters Score -9200057 nChanged 23227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -9212545.000000 Penalty: 5369.212402
	Iteration 1F: 3 clusters Score -9212545 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -9213040.000000 Penalty: 5369.212402
	Iteration 2Q: 3 clusters Score -9213040 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -9213648.000000 Penalty: 5369.212402
	Iteration 3Q: 3 clusters Score -9213648 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -9214431.000000 Penalty: 5369.212402
	Iteration 4Q: 3 clusters Score -9214431 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -9215369.000000 Penalty: 5369.212402
	Iteration 5Q: 3 clusters Score -9215369 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -9216609.000000 Penalty: 5369.212402
	Iteration 6Q: 3 clusters Score -9216609 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -9218318.000000 Penalty: 5369.212402
	Iteration 7F: 3 clusters Score -9218318 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -9220438.000000 Penalty: 5369.212402
	Iteration 8F: 3 clusters Score -9220438 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -9222905.000000 Penalty: 5369.212402
	Iteration 9F: 3 clusters Score -9222905 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -9225036.000000 Penalty: 5369.212402
	Iteration 10F: 3 clusters Score -9225036 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -9226177.000000 Penalty: 5369.212402
	Iteration 11Q: 3 clusters Score -9226177 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -9226660.000000 Penalty: 5369.212402
	Iteration 12Q: 3 clusters Score -9226660 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -9226988.000000 Penalty: 5369.212402
	Iteration 13Q: 3 clusters Score -9226988 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -9227292.000000 Penalty: 5369.212402
	Iteration 14Q: 3 clusters Score -9227292 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -9227499.000000 Penalty: 5369.212402
	Iteration 15Q: 3 clusters Score -9227499 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -9227775.000000 Penalty: 5369.212402
	Iteration 16Q: 3 clusters Score -9227775 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -9227952.000000 Penalty: 5369.212402
	Iteration 17Q: 3 clusters Score -9227952 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -9228074.000000 Penalty: 5369.212402
	Iteration 18Q: 3 clusters Score -9228074 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -9228211.000000 Penalty: 5369.212402
	Iteration 19Q: 3 clusters Score -9228211 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -9228390.000000 Penalty: 5369.212402
	Iteration 20F: 3 clusters Score -9228390 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -9228463.000000 Penalty: 5369.212402
	Iteration 21Q: 3 clusters Score -9228463 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -9228501.000000 Penalty: 5369.212402
	Iteration 22Q: 3 clusters Score -9228501 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -9228608.000000 Penalty: 5369.212402
	Iteration 23Q: 3 clusters Score -9228608 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -9228700.000000 Penalty: 5369.212402
	Iteration 24Q: 3 clusters Score -9228700 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -9228783.000000 Penalty: 5369.212402
	Iteration 25Q: 3 clusters Score -9228783 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -9228880.000000 Penalty: 5369.212402
	Iteration 26Q: 3 clusters Score -9228880 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -9228963.000000 Penalty: 5369.212402
	Iteration 27Q: 3 clusters Score -9228963 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -9229032.000000 Penalty: 5369.212402
	Iteration 28Q: 3 clusters Score -9229032 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -9229144.000000 Penalty: 5369.212402
	Iteration 29Q: 3 clusters Score -9229144 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -9229185.000000 Penalty: 5369.212402
	Iteration 30Q: 3 clusters Score -9229185 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -9229276.000000 Penalty: 5369.212402
	Iteration 31Q: 3 clusters Score -9229276 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -9229298.000000 Penalty: 5369.212402
	Iteration 32Q: 3 clusters Score -9229298 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -9229310.000000 Penalty: 5369.212402
	Iteration 33Q: 3 clusters Score -9229310 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -9229364.000000 Penalty: 5369.212402
	Iteration 34Q: 3 clusters Score -9229364 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -9229431.000000 Penalty: 5369.212402
	Iteration 35Q: 3 clusters Score -9229431 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -9229501.000000 Penalty: 5369.212402
	Iteration 36Q: 3 clusters Score -9229501 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -9229608.000000 Penalty: 5369.212402
	Iteration 37Q: 3 clusters Score -9229608 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -9229615.000000 Penalty: 5369.212402
	Iteration 38Q: 3 clusters Score -9229615 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -9229686.000000 Penalty: 5369.212402
	Iteration 39Q: 3 clusters Score -9229686 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -9229725.000000 Penalty: 5369.212402
	Iteration 40F: 3 clusters Score -9229725 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -9229756.000000 Penalty: 5369.212402
	Iteration 41Q: 3 clusters Score -9229756 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -9229792.000000 Penalty: 5369.212402
	Iteration 42Q: 3 clusters Score -9229792 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -9229833.000000 Penalty: 5369.212402
	Iteration 43Q: 3 clusters Score -9229833 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -9229904.000000 Penalty: 5369.212402
	Iteration 44Q: 3 clusters Score -9229904 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -9229954.000000 Penalty: 5369.212402
	Iteration 45Q: 3 clusters Score -9229954 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -9229988.000000 Penalty: 5369.212402
	Iteration 46Q: 3 clusters Score -9229988 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -9230027.000000 Penalty: 5369.212402
	Iteration 47Q: 3 clusters Score -9230027 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -9230094.000000 Penalty: 5369.212402
	Iteration 48Q: 3 clusters Score -9230094 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -9230127.000000 Penalty: 5369.212402
	Iteration 49Q: 3 clusters Score -9230127 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -9230168.000000 Penalty: 5369.212402
	Iteration 50Q: 3 clusters Score -9230168 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -9230210.000000 Penalty: 5369.212402
	Iteration 51Q: 3 clusters Score -9230210 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -9230253.000000 Penalty: 5369.212402
	Iteration 52Q: 3 clusters Score -9230253 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -9230269.000000 Penalty: 5369.212402
	Iteration 53Q: 3 clusters Score -9230269 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -9230312.000000 Penalty: 5369.212402
	Iteration 54Q: 3 clusters Score -9230312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -9230347.000000 Penalty: 5369.212402
	Iteration 55Q: 3 clusters Score -9230347 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -9230379.000000 Penalty: 5369.212402
	Iteration 56Q: 3 clusters Score -9230379 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -9230387.000000 Penalty: 5369.212402
	Iteration 57Q: 3 clusters Score -9230387 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -9230420.000000 Penalty: 5369.212402
	Iteration 58Q: 3 clusters Score -9230420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -9230438.000000 Penalty: 5369.212402
	Iteration 59Q: 3 clusters Score -9230438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -9230459.000000 Penalty: 5369.212402
	Iteration 60F: 3 clusters Score -9230459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -9230474.000000 Penalty: 5369.212402
	Iteration 61Q: 3 clusters Score -9230474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -9230480.000000 Penalty: 5369.212402
	Iteration 62Q: 3 clusters Score -9230480 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -9230507.000000 Penalty: 5369.212402
	Iteration 63Q: 3 clusters Score -9230507 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -9230529.000000 Penalty: 5369.212402
	Iteration 64Q: 3 clusters Score -9230529 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -9230553.000000 Penalty: 5369.212402
	Iteration 65Q: 3 clusters Score -9230553 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -9230568.000000 Penalty: 5369.212402
	Iteration 66Q: 3 clusters Score -9230568 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -9230609.000000 Penalty: 5369.212402
	Iteration 67Q: 3 clusters Score -9230609 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -9230646.000000 Penalty: 5369.212402
	Iteration 68Q: 3 clusters Score -9230646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -9230654.000000 Penalty: 5369.212402
	Iteration 69Q: 3 clusters Score -9230654 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -9230691.000000 Penalty: 5369.212402
	Iteration 70Q: 3 clusters Score -9230691 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -9230725.000000 Penalty: 5369.212402
	Iteration 71Q: 3 clusters Score -9230725 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -9230771.000000 Penalty: 5369.212402
	Iteration 72Q: 3 clusters Score -9230771 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -9230796.000000 Penalty: 5369.212402
	Iteration 73Q: 3 clusters Score -9230796 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -9230804.000000 Penalty: 5369.212402
	Iteration 74Q: 3 clusters Score -9230804 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -9230804.000000 Penalty: 5369.212402
	Iteration 75Q: 3 clusters Score -9230804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -9230813.000000 Penalty: 5369.212402
	Iteration 76Q: 3 clusters Score -9230813 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -9230853.000000 Penalty: 5369.212402
	Iteration 77Q: 3 clusters Score -9230853 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -9230874.000000 Penalty: 5369.212402
	Iteration 78Q: 3 clusters Score -9230874 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -9230894.000000 Penalty: 5369.212402
	Iteration 79Q: 3 clusters Score -9230894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -9230919.000000 Penalty: 5369.212402
	Iteration 80F: 3 clusters Score -9230919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -9230962.000000 Penalty: 5369.212402
	Iteration 81Q: 3 clusters Score -9230962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -9230986.000000 Penalty: 5369.212402
	Iteration 82Q: 3 clusters Score -9230986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -9231010.000000 Penalty: 5369.212402
	Iteration 83Q: 3 clusters Score -9231010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -9231036.000000 Penalty: 5369.212402
	Iteration 84Q: 3 clusters Score -9231036 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -9231062.000000 Penalty: 5369.212402
	Iteration 85Q: 3 clusters Score -9231062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -9231105.000000 Penalty: 5369.212402
	Iteration 86Q: 3 clusters Score -9231105 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -9231160.000000 Penalty: 5369.212402
	Iteration 87Q: 3 clusters Score -9231160 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -9231195.000000 Penalty: 5369.212402
	Iteration 88Q: 3 clusters Score -9231195 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -9231252.000000 Penalty: 5369.212402
	Iteration 89Q: 3 clusters Score -9231252 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -9231286.000000 Penalty: 5369.212402
	Iteration 90Q: 3 clusters Score -9231286 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -9231300.000000 Penalty: 5369.212402
	Iteration 91Q: 3 clusters Score -9231300 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -9231343.000000 Penalty: 5369.212402
	Iteration 92Q: 3 clusters Score -9231343 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -9231357.000000 Penalty: 5369.212402
	Iteration 93Q: 3 clusters Score -9231357 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -9231380.000000 Penalty: 5369.212402
	Iteration 94Q: 3 clusters Score -9231380 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -9231402.000000 Penalty: 5369.212402
	Iteration 95Q: 3 clusters Score -9231402 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -9231410.000000 Penalty: 5369.212402
	Iteration 96Q: 3 clusters Score -9231410 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -9231384.000000 Penalty: 5369.212402
	Iteration 97Q: 3 clusters Score -9231384 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -9231346.000000 Penalty: 5369.212402
	Iteration 98Q: 3 clusters Score -9231346 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -9231328.000000 Penalty: 5369.212402
	Iteration 99Q: 3 clusters Score -9231328 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -9231284.000000 Penalty: 5369.212402
	Iteration 100F: 3 clusters Score -9231284 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -9231269.000000 Penalty: 5369.212402
	Iteration 101Q: 3 clusters Score -9231269 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -9231213.000000 Penalty: 5369.212402
	Iteration 102Q: 3 clusters Score -9231213 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -9231184.000000 Penalty: 5369.212402
	Iteration 103Q: 3 clusters Score -9231184 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -9231150.000000 Penalty: 5369.212402
	Iteration 104Q: 3 clusters Score -9231150 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -9231123.000000 Penalty: 5369.212402
	Iteration 105Q: 3 clusters Score -9231123 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -9231054.000000 Penalty: 5369.212402
	Iteration 106Q: 3 clusters Score -9231054 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -9231003.000000 Penalty: 5369.212402
	Iteration 107Q: 3 clusters Score -9231003 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -9230939.000000 Penalty: 5369.212402
	Iteration 108Q: 3 clusters Score -9230939 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -9230845.000000 Penalty: 5369.212402
	Iteration 109Q: 3 clusters Score -9230845 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -9230777.000000 Penalty: 5369.212402
	Iteration 110Q: 3 clusters Score -9230777 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -9230753.000000 Penalty: 5369.212402
	Iteration 111Q: 3 clusters Score -9230753 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -9230646.000000 Penalty: 5369.212402
	Iteration 112Q: 3 clusters Score -9230646 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -9230601.000000 Penalty: 5369.212402
	Iteration 113Q: 3 clusters Score -9230601 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -9230548.000000 Penalty: 5369.212402
	Iteration 114Q: 3 clusters Score -9230548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -9230489.000000 Penalty: 5369.212402
	Iteration 115Q: 3 clusters Score -9230489 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -9230457.000000 Penalty: 5369.212402
	Iteration 116Q: 3 clusters Score -9230457 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -9230436.000000 Penalty: 5369.212402
	Iteration 117Q: 3 clusters Score -9230436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -9230402.000000 Penalty: 5369.212402
	Iteration 118Q: 3 clusters Score -9230402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -9230340.000000 Penalty: 5369.212402
	Iteration 119Q: 3 clusters Score -9230340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -9230306.000000 Penalty: 5369.212402
	Iteration 120F: 3 clusters Score -9230306 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -9230287.000000 Penalty: 5369.212402
	Iteration 121Q: 3 clusters Score -9230287 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -9230242.000000 Penalty: 5369.212402
	Iteration 122Q: 3 clusters Score -9230242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -9230219.000000 Penalty: 5369.212402
	Iteration 123Q: 3 clusters Score -9230219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -9230229.000000 Penalty: 5369.212402
	Iteration 124Q: 3 clusters Score -9230229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -9230208.000000 Penalty: 5369.212402
	Iteration 125Q: 3 clusters Score -9230208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -9230189.000000 Penalty: 5369.212402
	Iteration 126Q: 3 clusters Score -9230189 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -9230154.000000 Penalty: 5369.212402
	Iteration 127Q: 3 clusters Score -9230154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -9230117.000000 Penalty: 5369.212402
	Iteration 128Q: 3 clusters Score -9230117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -9230109.000000 Penalty: 5369.212402
	Iteration 129Q: 3 clusters Score -9230109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -9230098.000000 Penalty: 5369.212402
	Iteration 130Q: 3 clusters Score -9230098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -9230083.000000 Penalty: 5369.212402
	Iteration 131Q: 3 clusters Score -9230083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -9230078.000000 Penalty: 5369.212402
	Iteration 132Q: 3 clusters Score -9230078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -9230056.000000 Penalty: 5369.212402
	Iteration 133Q: 3 clusters Score -9230056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -9230063.000000 Penalty: 5369.212402
	Iteration 134Q: 3 clusters Score -9230063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -9230061.000000 Penalty: 5369.212402
	Iteration 135Q: 3 clusters Score -9230061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -9230054.000000 Penalty: 5369.212402
	Iteration 136Q: 3 clusters Score -9230054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -9230042.000000 Penalty: 5369.212402
	Iteration 137Q: 3 clusters Score -9230042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -9230042.000000 Penalty: 5369.212402
	Iteration 138Q: 3 clusters Score -9230042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -9230039.000000 Penalty: 5369.212402
	Iteration 139Q: 3 clusters Score -9230039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -9230037.000000 Penalty: 5369.212402
	Iteration 140F: 3 clusters Score -9230037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -9230027.000000 Penalty: 5369.212402
	Iteration 141Q: 3 clusters Score -9230027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -9230036.000000 Penalty: 5369.212402
	Iteration 142Q: 3 clusters Score -9230036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -9230016.000000 Penalty: 5369.212402
	Iteration 143Q: 3 clusters Score -9230016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -9230018.000000 Penalty: 5369.212402
	Iteration 144Q: 3 clusters Score -9230018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -9230004.000000 Penalty: 5369.212402
	Iteration 145Q: 3 clusters Score -9230004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -9229984.000000 Penalty: 5369.212402
	Iteration 146Q: 3 clusters Score -9229984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -9229988.000000 Penalty: 5369.212402
	Iteration 147Q: 3 clusters Score -9229988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -9229985.000000 Penalty: 5369.212402
	Iteration 148Q: 3 clusters Score -9229985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -9229992.000000 Penalty: 5369.212402
	Iteration 149Q: 3 clusters Score -9229992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -9229980.000000 Penalty: 5369.212402
	Iteration 150Q: 3 clusters Score -9229980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -9229985.000000 Penalty: 5369.212402
	Iteration 151Q: 3 clusters Score -9229985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -9229976.000000 Penalty: 5369.212402
	Iteration 152Q: 3 clusters Score -9229976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -9229968.000000 Penalty: 5369.212402
	Iteration 153Q: 3 clusters Score -9229968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -9229967.000000 Penalty: 5369.212402
	Iteration 154Q: 3 clusters Score -9229967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -9229960.000000 Penalty: 5369.212402
	Iteration 155Q: 3 clusters Score -9229960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -9229958.000000 Penalty: 5369.212402
	Iteration 156Q: 3 clusters Score -9229958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -9229955.000000 Penalty: 5369.212402
	Iteration 157Q: 3 clusters Score -9229955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -9229944.000000 Penalty: 5369.212402
	Iteration 158Q: 3 clusters Score -9229944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -9229944.000000 Penalty: 5369.212402
	Iteration 159Q: 3 clusters Score -9229944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -9229935.000000 Penalty: 5369.212402
	Iteration 160F: 3 clusters Score -9229935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -9229930.000000 Penalty: 5369.212402
	Iteration 161Q: 3 clusters Score -9229930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -9229942.000000 Penalty: 5369.212402
	Iteration 162Q: 3 clusters Score -9229942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -9229931.000000 Penalty: 5369.212402
	Iteration 163Q: 3 clusters Score -9229931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -9229928.000000 Penalty: 5369.212402
	Iteration 164Q: 3 clusters Score -9229928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -9229924.000000 Penalty: 5369.212402
	Iteration 165Q: 3 clusters Score -9229924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -9229928.000000 Penalty: 5369.212402
	Iteration 166Q: 3 clusters Score -9229928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -9229923.000000 Penalty: 5369.212402
	Iteration 167Q: 3 clusters Score -9229923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -9229920.000000 Penalty: 5369.212402
	Iteration 168Q: 3 clusters Score -9229920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -9229929.000000 Penalty: 5369.212402
	Iteration 169Q: 3 clusters Score -9229929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -9229915.000000 Penalty: 5369.212402
	Iteration 170Q: 3 clusters Score -9229915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -9229915.000000 Penalty: 5369.212402
	Iteration 171F: 3 clusters Score -9229915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Entering Unmasked Estep 
Score: -8252898.500000 Penalty: 2654.716553
	Iteration 0F: 2 clusters Score -8252898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -8223776.000000 Penalty: 5309.433105
	Iteration 0F: 3 clusters Score -8223776 nChanged 20410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -8235032.000000 Penalty: 5309.433105
	Iteration 1F: 3 clusters Score -8235032 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -8235546.000000 Penalty: 5309.433105
	Iteration 2Q: 3 clusters Score -8235546 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -8236058.000000 Penalty: 5309.433105
	Iteration 3Q: 3 clusters Score -8236058 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -8236624.000000 Penalty: 5309.433105
	Iteration 4Q: 3 clusters Score -8236624 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -8237464.500000 Penalty: 5309.433105
	Iteration 5Q: 3 clusters Score -8237464 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -8238618.500000 Penalty: 5309.433105
	Iteration 6F: 3 clusters Score -8238618 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -8240416.500000 Penalty: 5309.433105
	Iteration 7F: 3 clusters Score -8240416 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -8242765.500000 Penalty: 5309.433105
	Iteration 8F: 3 clusters Score -8242766 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -8245383.000000 Penalty: 5309.433105
	Iteration 9F: 3 clusters Score -8245383 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -8247482.500000 Penalty: 5309.433105
	Iteration 10F: 3 clusters Score -8247482 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -8248861.000000 Penalty: 5309.433105
	Iteration 11Q: 3 clusters Score -8248861 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8249592.000000 Penalty: 5309.433105
	Iteration 12Q: 3 clusters Score -8249592 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8250028.500000 Penalty: 5309.433105
	Iteration 13Q: 3 clusters Score -8250028 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8250287.500000 Penalty: 5309.433105
	Iteration 14Q: 3 clusters Score -8250288 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8250398.500000 Penalty: 5309.433105
	Iteration 15Q: 3 clusters Score -8250398 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8250475.000000 Penalty: 5309.433105
	Iteration 16Q: 3 clusters Score -8250475 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8250528.000000 Penalty: 5309.433105
	Iteration 17Q: 3 clusters Score -8250528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8250571.000000 Penalty: 5309.433105
	Iteration 18Q: 3 clusters Score -8250571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8250595.000000 Penalty: 5309.433105
	Iteration 19Q: 3 clusters Score -8250595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8250597.000000 Penalty: 5309.433105
	Iteration 20F: 3 clusters Score -8250597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8250612.500000 Penalty: 5309.433105
	Iteration 21Q: 3 clusters Score -8250612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8250620.500000 Penalty: 5309.433105
	Iteration 22Q: 3 clusters Score -8250620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8250650.000000 Penalty: 5309.433105
	Iteration 23Q: 3 clusters Score -8250650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8250653.500000 Penalty: 5309.433105
	Iteration 24Q: 3 clusters Score -8250654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8250660.500000 Penalty: 5309.433105
	Iteration 25Q: 3 clusters Score -8250660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8250670.500000 Penalty: 5309.433105
	Iteration 26Q: 3 clusters Score -8250670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8250674.500000 Penalty: 5309.433105
	Iteration 27Q: 3 clusters Score -8250674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8250682.500000 Penalty: 5309.433105
	Iteration 28Q: 3 clusters Score -8250682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8250685.000000 Penalty: 5309.433105
	Iteration 29Q: 3 clusters Score -8250685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8250697.500000 Penalty: 5309.433105
	Iteration 30Q: 3 clusters Score -8250698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8250701.000000 Penalty: 5309.433105
	Iteration 31Q: 3 clusters Score -8250701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8250710.500000 Penalty: 5309.433105
	Iteration 32Q: 3 clusters Score -8250710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8250719.000000 Penalty: 5309.433105
	Iteration 33Q: 3 clusters Score -8250719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8250721.000000 Penalty: 5309.433105
	Iteration 34Q: 3 clusters Score -8250721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8250722.500000 Penalty: 5309.433105
	Iteration 35Q: 3 clusters Score -8250722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8250728.000000 Penalty: 5309.433105
	Iteration 36Q: 3 clusters Score -8250728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8250723.000000 Penalty: 5309.433105
	Iteration 37Q: 3 clusters Score -8250723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8250723.000000 Penalty: 5309.433105
	Iteration 38F: 3 clusters Score -8250723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Entering Unmasked Estep 
Score: -10144365.000000 Penalty: 2703.532227
	Iteration 0F: 2 clusters Score -1.014436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -10115493.000000 Penalty: 5407.064453
	Iteration 0F: 3 clusters Score -1.011549e+07 nChanged 25182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -10129428.000000 Penalty: 5407.064453
	Iteration 1F: 3 clusters Score -1.012943e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -10130092.000000 Penalty: 5407.064453
	Iteration 2Q: 3 clusters Score -1.013009e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -10130943.000000 Penalty: 5407.064453
	Iteration 3Q: 3 clusters Score -1.013094e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -10131940.000000 Penalty: 5407.064453
	Iteration 4Q: 3 clusters Score -1.013194e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -10133520.000000 Penalty: 5407.064453
	Iteration 5F: 3 clusters Score -1.013352e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -10135923.000000 Penalty: 5407.064453
	Iteration 6F: 3 clusters Score -1.013592e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -10138663.000000 Penalty: 5407.064453
	Iteration 7F: 3 clusters Score -1.013866e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -10140385.000000 Penalty: 5407.064453
	Iteration 8F: 3 clusters Score -1.014038e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -10141122.000000 Penalty: 5407.064453
	Iteration 9F: 3 clusters Score -1.014112e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -10141593.000000 Penalty: 5407.064453
	Iteration 10Q: 3 clusters Score -1.014159e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -10141885.000000 Penalty: 5407.064453
	Iteration 11Q: 3 clusters Score -1.014188e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -10142128.000000 Penalty: 5407.064453
	Iteration 12Q: 3 clusters Score -1.014213e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -10142245.000000 Penalty: 5407.064453
	Iteration 13Q: 3 clusters Score -1.014224e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -10142244.000000 Penalty: 5407.064453
	Iteration 14Q: 3 clusters Score -1.014224e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -10142291.000000 Penalty: 5407.064453
	Iteration 15Q: 3 clusters Score -1.014229e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -10142349.000000 Penalty: 5407.064453
	Iteration 16Q: 3 clusters Score -1.014235e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -10142371.000000 Penalty: 5407.064453
	Iteration 17Q: 3 clusters Score -1.014237e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -10142395.000000 Penalty: 5407.064453
	Iteration 18Q: 3 clusters Score -1.01424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -10142408.000000 Penalty: 5407.064453
	Iteration 19Q: 3 clusters Score -1.014241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -10142416.000000 Penalty: 5407.064453
	Iteration 20F: 3 clusters Score -1.014242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -10142422.000000 Penalty: 5407.064453
	Iteration 21Q: 3 clusters Score -1.014242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -10142426.000000 Penalty: 5407.064453
	Iteration 22Q: 3 clusters Score -1.014243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -10142424.000000 Penalty: 5407.064453
	Iteration 23Q: 3 clusters Score -1.014242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -10142425.000000 Penalty: 5407.064453
	Iteration 24Q: 3 clusters Score -1.014242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -10142429.000000 Penalty: 5407.064453
	Iteration 25Q: 3 clusters Score -1.014243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -10142426.000000 Penalty: 5407.064453
	Iteration 26Q: 3 clusters Score -1.014243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -10142432.000000 Penalty: 5407.064453
	Iteration 27Q: 3 clusters Score -1.014243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -10142429.000000 Penalty: 5407.064453
	Iteration 28Q: 3 clusters Score -1.014243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -10142435.000000 Penalty: 5407.064453
	Iteration 29Q: 3 clusters Score -1.014244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -10142434.000000 Penalty: 5407.064453
	Iteration 30Q: 3 clusters Score -1.014243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -10142434.000000 Penalty: 5407.064453
	Iteration 31Q: 3 clusters Score -1.014243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -10142429.000000 Penalty: 5407.064453
	Iteration 32Q: 3 clusters Score -1.014243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -10142427.000000 Penalty: 5407.064453
	Iteration 33Q: 3 clusters Score -1.014243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -10142426.000000 Penalty: 5407.064453
	Iteration 34Q: 3 clusters Score -1.014243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -10142434.000000 Penalty: 5407.064453
	Iteration 35Q: 3 clusters Score -1.014243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -10142434.000000 Penalty: 5407.064453
	Iteration 36F: 3 clusters Score -1.014243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Entering Unmasked Estep 
Score: -9746945.000000 Penalty: 2690.866455
	Iteration 0F: 2 clusters Score -9746945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -9718910.000000 Penalty: 5381.732910
	Iteration 0F: 3 clusters Score -9718910 nChanged 23776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -9731949.000000 Penalty: 5381.732910
	Iteration 1F: 3 clusters Score -9731949 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -9732555.000000 Penalty: 5381.732910
	Iteration 2Q: 3 clusters Score -9732555 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -9733104.000000 Penalty: 5381.732910
	Iteration 3Q: 3 clusters Score -9733104 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -9733788.000000 Penalty: 5381.732910
	Iteration 4Q: 3 clusters Score -9733788 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -9734815.000000 Penalty: 5381.732910
	Iteration 5Q: 3 clusters Score -9734815 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -9736217.000000 Penalty: 5381.732910
	Iteration 6F: 3 clusters Score -9736217 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -9738162.000000 Penalty: 5381.732910
	Iteration 7F: 3 clusters Score -9738162 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -9740556.000000 Penalty: 5381.732910
	Iteration 8F: 3 clusters Score -9740556 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -9742953.000000 Penalty: 5381.732910
	Iteration 9F: 3 clusters Score -9742953 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -9744520.000000 Penalty: 5381.732910
	Iteration 10Q: 3 clusters Score -9744520 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -9745284.000000 Penalty: 5381.732910
	Iteration 11Q: 3 clusters Score -9745284 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -9745683.000000 Penalty: 5381.732910
	Iteration 12Q: 3 clusters Score -9745683 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -9745853.000000 Penalty: 5381.732910
	Iteration 13Q: 3 clusters Score -9745853 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -9745883.000000 Penalty: 5381.732910
	Iteration 14Q: 3 clusters Score -9745883 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -9745863.000000 Penalty: 5381.732910
	Iteration 15Q: 3 clusters Score -9745863 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -9745859.000000 Penalty: 5381.732910
	Iteration 16Q: 3 clusters Score -9745859 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -9745814.000000 Penalty: 5381.732910
	Iteration 17Q: 3 clusters Score -9745814 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -9745771.000000 Penalty: 5381.732910
	Iteration 18Q: 3 clusters Score -9745771 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -9745706.000000 Penalty: 5381.732910
	Iteration 19Q: 3 clusters Score -9745706 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -9745671.000000 Penalty: 5381.732910
	Iteration 20F: 3 clusters Score -9745671 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -9745629.000000 Penalty: 5381.732910
	Iteration 21Q: 3 clusters Score -9745629 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -9745596.000000 Penalty: 5381.732910
	Iteration 22Q: 3 clusters Score -9745596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -9745570.000000 Penalty: 5381.732910
	Iteration 23Q: 3 clusters Score -9745570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -9745597.000000 Penalty: 5381.732910
	Iteration 24Q: 3 clusters Score -9745597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -9745584.000000 Penalty: 5381.732910
	Iteration 25Q: 3 clusters Score -9745584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -9745561.000000 Penalty: 5381.732910
	Iteration 26Q: 3 clusters Score -9745561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -9745558.000000 Penalty: 5381.732910
	Iteration 27Q: 3 clusters Score -9745558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -9745522.000000 Penalty: 5381.732910
	Iteration 28Q: 3 clusters Score -9745522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -9745509.000000 Penalty: 5381.732910
	Iteration 29Q: 3 clusters Score -9745509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -9745505.000000 Penalty: 5381.732910
	Iteration 30Q: 3 clusters Score -9745505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -9745501.000000 Penalty: 5381.732910
	Iteration 31Q: 3 clusters Score -9745501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -9745510.000000 Penalty: 5381.732910
	Iteration 32Q: 3 clusters Score -9745510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -9745512.000000 Penalty: 5381.732910
	Iteration 33Q: 3 clusters Score -9745512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -9745508.000000 Penalty: 5381.732910
	Iteration 34Q: 3 clusters Score -9745508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -9745507.000000 Penalty: 5381.732910
	Iteration 35Q: 3 clusters Score -9745507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -9745501.000000 Penalty: 5381.732910
	Iteration 36Q: 3 clusters Score -9745501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -9745500.000000 Penalty: 5381.732910
	Iteration 37Q: 3 clusters Score -9745500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -9745497.000000 Penalty: 5381.732910
	Iteration 38Q: 3 clusters Score -9745497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -9745501.000000 Penalty: 5381.732910
	Iteration 39Q: 3 clusters Score -9745501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -9745486.000000 Penalty: 5381.732910
	Iteration 40F: 3 clusters Score -9745486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -9745496.000000 Penalty: 5381.732910
	Iteration 41Q: 3 clusters Score -9745496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -9745485.000000 Penalty: 5381.732910
	Iteration 42Q: 3 clusters Score -9745485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -9745481.000000 Penalty: 5381.732910
	Iteration 43Q: 3 clusters Score -9745481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -9745485.000000 Penalty: 5381.732910
	Iteration 44Q: 3 clusters Score -9745485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -9745481.000000 Penalty: 5381.732910
	Iteration 45Q: 3 clusters Score -9745481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -9745479.000000 Penalty: 5381.732910
	Iteration 46Q: 3 clusters Score -9745479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -9745480.000000 Penalty: 5381.732910
	Iteration 47Q: 3 clusters Score -9745480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -9745486.000000 Penalty: 5381.732910
	Iteration 48Q: 3 clusters Score -9745486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -9745490.000000 Penalty: 5381.732910
	Iteration 49Q: 3 clusters Score -9745490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -9745485.000000 Penalty: 5381.732910
	Iteration 50Q: 3 clusters Score -9745485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -9745481.000000 Penalty: 5381.732910
	Iteration 51Q: 3 clusters Score -9745481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -9745480.000000 Penalty: 5381.732910
	Iteration 52Q: 3 clusters Score -9745480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -9745480.000000 Penalty: 5381.732910
	Iteration 53F: 3 clusters Score -9745480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -221696.812500 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -221696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -219531.531250 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -219531.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -219983.531250 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -219983.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -220218.015625 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -220218 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -220372.984375 Penalty: 3580.215820
	Iteration 3F: 3 clusters Score -220373 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -220523.156250 Penalty: 3580.215820
	Iteration 4F: 3 clusters Score -220523.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -220699.468750 Penalty: 3580.215820
	Iteration 5F: 3 clusters Score -220699.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -220856.390625 Penalty: 3580.215820
	Iteration 6F: 3 clusters Score -220856.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -221001.281250 Penalty: 3580.215820
	Iteration 7Q: 3 clusters Score -221001.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -221128.437500 Penalty: 3580.215820
	Iteration 8Q: 3 clusters Score -221128.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -221259.953125 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -221260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -221346.093750 Penalty: 3580.215820
	Iteration 10Q: 3 clusters Score -221346.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -221429.828125 Penalty: 3580.215820
	Iteration 11Q: 3 clusters Score -221429.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -221488.375000 Penalty: 3580.215820
	Iteration 12Q: 3 clusters Score -221488.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -221521.671875 Penalty: 3580.215820
	Iteration 13Q: 3 clusters Score -221521.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -221534.718750 Penalty: 3580.215820
	Iteration 14Q: 3 clusters Score -221534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -221545.625000 Penalty: 3580.215820
	Iteration 15Q: 3 clusters Score -221545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -221553.343750 Penalty: 3580.215820
	Iteration 16Q: 3 clusters Score -221553.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -221561.812500 Penalty: 3580.215820
	Iteration 17Q: 3 clusters Score -221561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -221565.421875 Penalty: 3580.215820
	Iteration 18Q: 3 clusters Score -221565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -221568.750000 Penalty: 3580.215820
	Iteration 19Q: 3 clusters Score -221568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -221574.234375 Penalty: 3580.215820
	Iteration 20F: 3 clusters Score -221574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -221575.125000 Penalty: 3580.215820
	Iteration 21Q: 3 clusters Score -221575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -221575.984375 Penalty: 3580.215820
	Iteration 22Q: 3 clusters Score -221576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -221578.703125 Penalty: 3580.215820
	Iteration 23Q: 3 clusters Score -221578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -221579.875000 Penalty: 3580.215820
	Iteration 24Q: 3 clusters Score -221579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -221580.781250 Penalty: 3580.215820
	Iteration 25Q: 3 clusters Score -221580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -221580.781250 Penalty: 3580.215820
	Iteration 26F: 3 clusters Score -221580.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -132358.968750 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -132359 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 449 members 
Entering Unmasked Estep 
Score: -130549.601562 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -130549.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -131094.984375 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -131095 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -131331.218750 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -131331.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -131453.125000 Penalty: 3396.083740
	Iteration 3F: 3 clusters Score -131453.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -131594.218750 Penalty: 3396.083740
	Iteration 4Q: 3 clusters Score -131594.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -131728.125000 Penalty: 3396.083740
	Iteration 5Q: 3 clusters Score -131728.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -131837.453125 Penalty: 3396.083740
	Iteration 6Q: 3 clusters Score -131837.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -131947.703125 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -131947.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -132040.546875 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -132040.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -132095.640625 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -132095.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -132147.296875 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -132147.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -132183.156250 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -132183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -132217.562500 Penalty: 3396.083740
	Iteration 12Q: 3 clusters Score -132217.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -132253.140625 Penalty: 3396.083740
	Iteration 13Q: 3 clusters Score -132253.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -132303.265625 Penalty: 3396.083740
	Iteration 14Q: 3 clusters Score -132303.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -132330.609375 Penalty: 3396.083740
	Iteration 15Q: 3 clusters Score -132330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -132345.843750 Penalty: 3396.083740
	Iteration 16Q: 3 clusters Score -132345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -132356.031250 Penalty: 3396.083740
	Iteration 17Q: 3 clusters Score -132356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -132370.593750 Penalty: 3396.083740
	Iteration 18Q: 3 clusters Score -132370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -132380.875000 Penalty: 3396.083740
	Iteration 19Q: 3 clusters Score -132380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -132410.750000 Penalty: 3396.083740
	Iteration 20F: 3 clusters Score -132410.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -132476.296875 Penalty: 3396.083740
	Iteration 21Q: 3 clusters Score -132476.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -132565.578125 Penalty: 3396.083740
	Iteration 22Q: 3 clusters Score -132565.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -132612.000000 Penalty: 3396.083740
	Iteration 23Q: 3 clusters Score -132612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -132613.796875 Penalty: 3396.083740
	Iteration 24Q: 3 clusters Score -132613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -132615.781250 Penalty: 3396.083740
	Iteration 25Q: 3 clusters Score -132615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -132615.781250 Penalty: 3396.083740
	Iteration 26F: 3 clusters Score -132615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31478 members 
Mstep: Class 3 contains 46441 members 
Mstep: Class 4 contains 45818 members 
Mstep: Class 5 contains 19505 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44107 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 44441 members 
Mstep: Class 10 contains 48174 members 
Mstep: Class 11 contains 50263 members 
Mstep: Class 12 contains 44556 members 
Mstep: Class 13 contains 54249 members 
Mstep: Class 14 contains 51548 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 46596 members 
Mstep: Class 21 contains 47623 members 
Mstep: Class 22 contains 404 members 
Entering Unmasked Estep 
Score: -106651968.000000 Penalty: 72451.218750
Splitting cluster 16 changes total score from -106653120.000000 to -106651968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -61104.390625 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -61104.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59763.773438 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -59763.77 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59986.667969 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -59986.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60109.613281 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -60109.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60197.695312 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -60197.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60252.714844 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -60252.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60294.828125 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -60294.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60332.363281 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -60332.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60378.214844 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -60378.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60420.625000 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -60420.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60424.519531 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -60424.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60454.050781 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -60454.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60461.347656 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -60461.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60479.832031 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -60479.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60499.617188 Penalty: 2951.518799
	Iteration 13Q: 3 clusters Score -60499.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60509.488281 Penalty: 2951.518799
	Iteration 14Q: 3 clusters Score -60509.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60511.589844 Penalty: 2951.518799
	Iteration 15Q: 3 clusters Score -60511.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60511.996094 Penalty: 2951.518799
	Iteration 16F: 3 clusters Score -60512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60525.617188 Penalty: 2951.518799
	Iteration 17Q: 3 clusters Score -60525.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60543.699219 Penalty: 2951.518799
	Iteration 18Q: 3 clusters Score -60543.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60543.699219 Penalty: 2951.518799
	Iteration 19F: 3 clusters Score -60543.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -387874.312500 Penalty: 1913.129272
	Iteration 0F: 2 clusters Score -387874.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -385203.781250 Penalty: 3826.258545
	Iteration 0F: 3 clusters Score -385203.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -385919.656250 Penalty: 3826.258545
	Iteration 1F: 3 clusters Score -385919.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -386180.000000 Penalty: 3826.258545
	Iteration 2F: 3 clusters Score -386180 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -386344.593750 Penalty: 3826.258545
	Iteration 3F: 3 clusters Score -386344.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -386470.937500 Penalty: 3826.258545
	Iteration 4Q: 3 clusters Score -386470.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -386582.625000 Penalty: 3826.258545
	Iteration 5Q: 3 clusters Score -386582.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -386697.906250 Penalty: 3826.258545
	Iteration 6Q: 3 clusters Score -386697.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -386801.593750 Penalty: 3826.258545
	Iteration 7Q: 3 clusters Score -386801.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -386895.093750 Penalty: 3826.258545
	Iteration 8Q: 3 clusters Score -386895.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -386945.687500 Penalty: 3826.258545
	Iteration 9Q: 3 clusters Score -386945.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -386984.343750 Penalty: 3826.258545
	Iteration 10Q: 3 clusters Score -386984.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -387012.125000 Penalty: 3826.258545
	Iteration 11Q: 3 clusters Score -387012.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -387029.781250 Penalty: 3826.258545
	Iteration 12Q: 3 clusters Score -387029.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -387044.593750 Penalty: 3826.258545
	Iteration 13Q: 3 clusters Score -387044.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -387051.968750 Penalty: 3826.258545
	Iteration 14Q: 3 clusters Score -387052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -387053.531250 Penalty: 3826.258545
	Iteration 15Q: 3 clusters Score -387053.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -387055.343750 Penalty: 3826.258545
	Iteration 16Q: 3 clusters Score -387055.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -387056.750000 Penalty: 3826.258545
	Iteration 17Q: 3 clusters Score -387056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -387057.968750 Penalty: 3826.258545
	Iteration 18Q: 3 clusters Score -387058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -387057.968750 Penalty: 3826.258545
	Iteration 19F: 3 clusters Score -387058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -505604.687500 Penalty: 1961.371216
	Iteration 0F: 2 clusters Score -505604.7 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 1336 members 
Entering Unmasked Estep 
Score: -502507.750000 Penalty: 3922.742432
	Iteration 0F: 3 clusters Score -502507.8 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -503146.500000 Penalty: 3922.742432
	Iteration 1F: 3 clusters Score -503146.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -503365.875000 Penalty: 3922.742432
	Iteration 2F: 3 clusters Score -503365.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -503500.625000 Penalty: 3922.742432
	Iteration 3F: 3 clusters Score -503500.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -503581.156250 Penalty: 3922.742432
	Iteration 4Q: 3 clusters Score -503581.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -503636.500000 Penalty: 3922.742432
	Iteration 5Q: 3 clusters Score -503636.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -503692.968750 Penalty: 3922.742432
	Iteration 6Q: 3 clusters Score -503693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -503735.218750 Penalty: 3922.742432
	Iteration 7Q: 3 clusters Score -503735.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -503769.843750 Penalty: 3922.742432
	Iteration 8Q: 3 clusters Score -503769.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -503797.500000 Penalty: 3922.742432
	Iteration 9Q: 3 clusters Score -503797.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -503825.750000 Penalty: 3922.742432
	Iteration 10Q: 3 clusters Score -503825.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -503848.187500 Penalty: 3922.742432
	Iteration 11Q: 3 clusters Score -503848.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -503871.531250 Penalty: 3922.742432
	Iteration 12Q: 3 clusters Score -503871.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -503889.437500 Penalty: 3922.742432
	Iteration 13Q: 3 clusters Score -503889.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -503909.406250 Penalty: 3922.742432
	Iteration 14Q: 3 clusters Score -503909.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -503921.562500 Penalty: 3922.742432
	Iteration 15Q: 3 clusters Score -503921.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -503930.656250 Penalty: 3922.742432
	Iteration 16Q: 3 clusters Score -503930.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -503939.562500 Penalty: 3922.742432
	Iteration 17Q: 3 clusters Score -503939.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -503949.406250 Penalty: 3922.742432
	Iteration 18Q: 3 clusters Score -503949.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -503956.406250 Penalty: 3922.742432
	Iteration 19Q: 3 clusters Score -503956.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -503962.531250 Penalty: 3922.742432
	Iteration 20F: 3 clusters Score -503962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -503966.875000 Penalty: 3922.742432
	Iteration 21Q: 3 clusters Score -503966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -503966.500000 Penalty: 3922.742432
	Iteration 22Q: 3 clusters Score -503966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -503969.625000 Penalty: 3922.742432
	Iteration 23Q: 3 clusters Score -503969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -503971.062500 Penalty: 3922.742432
	Iteration 24Q: 3 clusters Score -503971.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -503972.281250 Penalty: 3922.742432
	Iteration 25Q: 3 clusters Score -503972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -503974.281250 Penalty: 3922.742432
	Iteration 26Q: 3 clusters Score -503974.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -503976.468750 Penalty: 3922.742432
	Iteration 27Q: 3 clusters Score -503976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -503977.781250 Penalty: 3922.742432
	Iteration 28Q: 3 clusters Score -503977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -503980.343750 Penalty: 3922.742432
	Iteration 29Q: 3 clusters Score -503980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -503983.562500 Penalty: 3922.742432
	Iteration 30Q: 3 clusters Score -503983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -503987.406250 Penalty: 3922.742432
	Iteration 31Q: 3 clusters Score -503987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -503991.656250 Penalty: 3922.742432
	Iteration 32Q: 3 clusters Score -503991.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -503996.687500 Penalty: 3922.742432
	Iteration 33Q: 3 clusters Score -503996.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -503998.593750 Penalty: 3922.742432
	Iteration 34Q: 3 clusters Score -503998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -504002.343750 Penalty: 3922.742432
	Iteration 35Q: 3 clusters Score -504002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -504004.718750 Penalty: 3922.742432
	Iteration 36Q: 3 clusters Score -504004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -504007.281250 Penalty: 3922.742432
	Iteration 37Q: 3 clusters Score -504007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -504007.718750 Penalty: 3922.742432
	Iteration 38Q: 3 clusters Score -504007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -504009.125000 Penalty: 3922.742432
	Iteration 39Q: 3 clusters Score -504009.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -504009.125000 Penalty: 3922.742432
	Iteration 40F: 3 clusters Score -504009.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Entering Unmasked Estep 
Score: -8638688.000000 Penalty: 2665.819092
	Iteration 0F: 2 clusters Score -8638688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -8609146.000000 Penalty: 5331.638184
	Iteration 0F: 3 clusters Score -8609146 nChanged 21380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -8620801.000000 Penalty: 5331.638184
	Iteration 1F: 3 clusters Score -8620801 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -8621338.000000 Penalty: 5331.638184
	Iteration 2Q: 3 clusters Score -8621338 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -8622047.000000 Penalty: 5331.638184
	Iteration 3Q: 3 clusters Score -8622047 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -8622925.000000 Penalty: 5331.638184
	Iteration 4Q: 3 clusters Score -8622925 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -8624014.000000 Penalty: 5331.638184
	Iteration 5Q: 3 clusters Score -8624014 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -8625256.000000 Penalty: 5331.638184
	Iteration 6F: 3 clusters Score -8625256 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -8626848.000000 Penalty: 5331.638184
	Iteration 7F: 3 clusters Score -8626848 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -8628898.000000 Penalty: 5331.638184
	Iteration 8F: 3 clusters Score -8628898 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -8631177.000000 Penalty: 5331.638184
	Iteration 9F: 3 clusters Score -8631177 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -8633160.000000 Penalty: 5331.638184
	Iteration 10F: 3 clusters Score -8633160 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -8634298.000000 Penalty: 5331.638184
	Iteration 11Q: 3 clusters Score -8634298 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -8634901.000000 Penalty: 5331.638184
	Iteration 12Q: 3 clusters Score -8634901 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -8635332.000000 Penalty: 5331.638184
	Iteration 13Q: 3 clusters Score -8635332 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -8635690.000000 Penalty: 5331.638184
	Iteration 14Q: 3 clusters Score -8635690 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -8635950.000000 Penalty: 5331.638184
	Iteration 15Q: 3 clusters Score -8635950 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -8636179.000000 Penalty: 5331.638184
	Iteration 16Q: 3 clusters Score -8636179 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -8636358.000000 Penalty: 5331.638184
	Iteration 17Q: 3 clusters Score -8636358 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -8636445.000000 Penalty: 5331.638184
	Iteration 18Q: 3 clusters Score -8636445 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -8636522.000000 Penalty: 5331.638184
	Iteration 19Q: 3 clusters Score -8636522 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -8636567.000000 Penalty: 5331.638184
	Iteration 20F: 3 clusters Score -8636567 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -8636634.000000 Penalty: 5331.638184
	Iteration 21Q: 3 clusters Score -8636634 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -8636728.000000 Penalty: 5331.638184
	Iteration 22Q: 3 clusters Score -8636728 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -8636789.000000 Penalty: 5331.638184
	Iteration 23Q: 3 clusters Score -8636789 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -8636886.000000 Penalty: 5331.638184
	Iteration 24Q: 3 clusters Score -8636886 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -8636960.000000 Penalty: 5331.638184
	Iteration 25Q: 3 clusters Score -8636960 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -8637056.000000 Penalty: 5331.638184
	Iteration 26Q: 3 clusters Score -8637056 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -8637117.000000 Penalty: 5331.638184
	Iteration 27Q: 3 clusters Score -8637117 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -8637172.000000 Penalty: 5331.638184
	Iteration 28Q: 3 clusters Score -8637172 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -8637277.000000 Penalty: 5331.638184
	Iteration 29Q: 3 clusters Score -8637277 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -8637355.000000 Penalty: 5331.638184
	Iteration 30Q: 3 clusters Score -8637355 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -8637417.000000 Penalty: 5331.638184
	Iteration 31Q: 3 clusters Score -8637417 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -8637488.000000 Penalty: 5331.638184
	Iteration 32Q: 3 clusters Score -8637488 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -8637554.000000 Penalty: 5331.638184
	Iteration 33Q: 3 clusters Score -8637554 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -8637571.000000 Penalty: 5331.638184
	Iteration 34Q: 3 clusters Score -8637571 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -8637610.000000 Penalty: 5331.638184
	Iteration 35Q: 3 clusters Score -8637610 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -8637659.000000 Penalty: 5331.638184
	Iteration 36Q: 3 clusters Score -8637659 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -8637697.000000 Penalty: 5331.638184
	Iteration 37Q: 3 clusters Score -8637697 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -8637701.000000 Penalty: 5331.638184
	Iteration 38Q: 3 clusters Score -8637701 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -8637719.000000 Penalty: 5331.638184
	Iteration 39Q: 3 clusters Score -8637719 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -8637774.000000 Penalty: 5331.638184
	Iteration 40F: 3 clusters Score -8637774 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -8637810.000000 Penalty: 5331.638184
	Iteration 41Q: 3 clusters Score -8637810 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -8637852.000000 Penalty: 5331.638184
	Iteration 42Q: 3 clusters Score -8637852 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -8637886.000000 Penalty: 5331.638184
	Iteration 43Q: 3 clusters Score -8637886 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -8637912.000000 Penalty: 5331.638184
	Iteration 44Q: 3 clusters Score -8637912 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -8637904.000000 Penalty: 5331.638184
	Iteration 45Q: 3 clusters Score -8637904 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -8637918.000000 Penalty: 5331.638184
	Iteration 46Q: 3 clusters Score -8637918 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -8637949.000000 Penalty: 5331.638184
	Iteration 47Q: 3 clusters Score -8637949 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8637960.000000 Penalty: 5331.638184
	Iteration 48Q: 3 clusters Score -8637960 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -8637975.000000 Penalty: 5331.638184
	Iteration 49Q: 3 clusters Score -8637975 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -8637965.000000 Penalty: 5331.638184
	Iteration 50Q: 3 clusters Score -8637965 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -8637981.000000 Penalty: 5331.638184
	Iteration 51Q: 3 clusters Score -8637981 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -8637953.000000 Penalty: 5331.638184
	Iteration 52Q: 3 clusters Score -8637953 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -8637935.000000 Penalty: 5331.638184
	Iteration 53Q: 3 clusters Score -8637935 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -8637918.000000 Penalty: 5331.638184
	Iteration 54Q: 3 clusters Score -8637918 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -8637934.000000 Penalty: 5331.638184
	Iteration 55Q: 3 clusters Score -8637934 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -8637905.000000 Penalty: 5331.638184
	Iteration 56Q: 3 clusters Score -8637905 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -8637879.000000 Penalty: 5331.638184
	Iteration 57Q: 3 clusters Score -8637879 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -8637870.000000 Penalty: 5331.638184
	Iteration 58Q: 3 clusters Score -8637870 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -8637846.000000 Penalty: 5331.638184
	Iteration 59Q: 3 clusters Score -8637846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8637808.000000 Penalty: 5331.638184
	Iteration 60F: 3 clusters Score -8637808 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -8637800.000000 Penalty: 5331.638184
	Iteration 61Q: 3 clusters Score -8637800 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8637757.000000 Penalty: 5331.638184
	Iteration 62Q: 3 clusters Score -8637757 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -8637739.000000 Penalty: 5331.638184
	Iteration 63Q: 3 clusters Score -8637739 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8637722.000000 Penalty: 5331.638184
	Iteration 64Q: 3 clusters Score -8637722 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -8637716.000000 Penalty: 5331.638184
	Iteration 65Q: 3 clusters Score -8637716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -8637700.000000 Penalty: 5331.638184
	Iteration 66Q: 3 clusters Score -8637700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -8637684.000000 Penalty: 5331.638184
	Iteration 67Q: 3 clusters Score -8637684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -8637680.000000 Penalty: 5331.638184
	Iteration 68Q: 3 clusters Score -8637680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -8637676.000000 Penalty: 5331.638184
	Iteration 69Q: 3 clusters Score -8637676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -8637661.000000 Penalty: 5331.638184
	Iteration 70Q: 3 clusters Score -8637661 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -8637647.000000 Penalty: 5331.638184
	Iteration 71Q: 3 clusters Score -8637647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -8637626.000000 Penalty: 5331.638184
	Iteration 72Q: 3 clusters Score -8637626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -8637606.000000 Penalty: 5331.638184
	Iteration 73Q: 3 clusters Score -8637606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -8637609.000000 Penalty: 5331.638184
	Iteration 74Q: 3 clusters Score -8637609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8637601.000000 Penalty: 5331.638184
	Iteration 75Q: 3 clusters Score -8637601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8637601.000000 Penalty: 5331.638184
	Iteration 76Q: 3 clusters Score -8637601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -8637571.000000 Penalty: 5331.638184
	Iteration 77Q: 3 clusters Score -8637571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -8637543.000000 Penalty: 5331.638184
	Iteration 78Q: 3 clusters Score -8637543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -8637521.000000 Penalty: 5331.638184
	Iteration 79Q: 3 clusters Score -8637521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -8637515.000000 Penalty: 5331.638184
	Iteration 80F: 3 clusters Score -8637515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -8637505.000000 Penalty: 5331.638184
	Iteration 81Q: 3 clusters Score -8637505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -8637507.000000 Penalty: 5331.638184
	Iteration 82Q: 3 clusters Score -8637507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -8637497.000000 Penalty: 5331.638184
	Iteration 83Q: 3 clusters Score -8637497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -8637485.000000 Penalty: 5331.638184
	Iteration 84Q: 3 clusters Score -8637485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -8637471.000000 Penalty: 5331.638184
	Iteration 85Q: 3 clusters Score -8637471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -8637471.000000 Penalty: 5331.638184
	Iteration 86Q: 3 clusters Score -8637471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -8637477.000000 Penalty: 5331.638184
	Iteration 87Q: 3 clusters Score -8637477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8637475.000000 Penalty: 5331.638184
	Iteration 88Q: 3 clusters Score -8637475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8637452.000000 Penalty: 5331.638184
	Iteration 89Q: 3 clusters Score -8637452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8637448.000000 Penalty: 5331.638184
	Iteration 90Q: 3 clusters Score -8637448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -8637452.000000 Penalty: 5331.638184
	Iteration 91Q: 3 clusters Score -8637452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8637455.000000 Penalty: 5331.638184
	Iteration 92Q: 3 clusters Score -8637455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -8637449.000000 Penalty: 5331.638184
	Iteration 93Q: 3 clusters Score -8637449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8637440.000000 Penalty: 5331.638184
	Iteration 94Q: 3 clusters Score -8637440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -8637446.000000 Penalty: 5331.638184
	Iteration 95Q: 3 clusters Score -8637446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -8637451.000000 Penalty: 5331.638184
	Iteration 96Q: 3 clusters Score -8637451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8637453.000000 Penalty: 5331.638184
	Iteration 97Q: 3 clusters Score -8637453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -8637451.000000 Penalty: 5331.638184
	Iteration 98Q: 3 clusters Score -8637451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8637449.000000 Penalty: 5331.638184
	Iteration 99Q: 3 clusters Score -8637449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8637449.000000 Penalty: 5331.638184
	Iteration 100F: 3 clusters Score -8637449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Entering Unmasked Estep 
Score: -8845984.000000 Penalty: 2671.225830
	Iteration 0F: 2 clusters Score -8845984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -8817015.000000 Penalty: 5342.451660
	Iteration 0F: 3 clusters Score -8817015 nChanged 21862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -8828845.000000 Penalty: 5342.451660
	Iteration 1F: 3 clusters Score -8828845 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -8829319.000000 Penalty: 5342.451660
	Iteration 2Q: 3 clusters Score -8829319 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -8829815.000000 Penalty: 5342.451660
	Iteration 3Q: 3 clusters Score -8829815 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -8830265.000000 Penalty: 5342.451660
	Iteration 4Q: 3 clusters Score -8830265 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -8830750.000000 Penalty: 5342.451660
	Iteration 5Q: 3 clusters Score -8830750 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -8831414.000000 Penalty: 5342.451660
	Iteration 6Q: 3 clusters Score -8831414 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -8832421.000000 Penalty: 5342.451660
	Iteration 7Q: 3 clusters Score -8832421 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -8834007.000000 Penalty: 5342.451660
	Iteration 8F: 3 clusters Score -8834007 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -8836580.000000 Penalty: 5342.451660
	Iteration 9F: 3 clusters Score -8836580 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -8839650.000000 Penalty: 5342.451660
	Iteration 10F: 3 clusters Score -8839650 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8842000.000000 Penalty: 5342.451660
	Iteration 11F: 3 clusters Score -8842000 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8842886.000000 Penalty: 5342.451660
	Iteration 12Q: 3 clusters Score -8842886 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -8843307.000000 Penalty: 5342.451660
	Iteration 13Q: 3 clusters Score -8843307 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -8843470.000000 Penalty: 5342.451660
	Iteration 14Q: 3 clusters Score -8843470 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -8843583.000000 Penalty: 5342.451660
	Iteration 15Q: 3 clusters Score -8843583 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -8843650.000000 Penalty: 5342.451660
	Iteration 16Q: 3 clusters Score -8843650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -8843679.000000 Penalty: 5342.451660
	Iteration 17Q: 3 clusters Score -8843679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -8843702.000000 Penalty: 5342.451660
	Iteration 18Q: 3 clusters Score -8843702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -8843723.000000 Penalty: 5342.451660
	Iteration 19Q: 3 clusters Score -8843723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -8843731.000000 Penalty: 5342.451660
	Iteration 20F: 3 clusters Score -8843731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -8843738.000000 Penalty: 5342.451660
	Iteration 21Q: 3 clusters Score -8843738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -8843735.000000 Penalty: 5342.451660
	Iteration 22Q: 3 clusters Score -8843735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -8843738.000000 Penalty: 5342.451660
	Iteration 23Q: 3 clusters Score -8843738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -8843745.000000 Penalty: 5342.451660
	Iteration 24Q: 3 clusters Score -8843745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -8843748.000000 Penalty: 5342.451660
	Iteration 25Q: 3 clusters Score -8843748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -8843749.000000 Penalty: 5342.451660
	Iteration 26Q: 3 clusters Score -8843749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -8843747.000000 Penalty: 5342.451660
	Iteration 27Q: 3 clusters Score -8843747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -8843747.000000 Penalty: 5342.451660
	Iteration 28F: 3 clusters Score -8843747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31478 members 
Mstep: Class 3 contains 46441 members 
Mstep: Class 4 contains 45818 members 
Mstep: Class 5 contains 19505 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44107 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 44441 members 
Mstep: Class 10 contains 48174 members 
Mstep: Class 11 contains 50263 members 
Mstep: Class 12 contains 44556 members 
Mstep: Class 13 contains 54249 members 
Mstep: Class 14 contains 51548 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 46596 members 
Mstep: Class 21 contains 47623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106653592.000000 Penalty: 69157.984375
Iteration 79Q: 22 clusters Score -1.066536e+08 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31544 members 
Mstep: Class 3 contains 46452 members 
Mstep: Class 4 contains 45767 members 
Mstep: Class 5 contains 19496 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44129 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 44592 members 
Mstep: Class 10 contains 48164 members 
Mstep: Class 11 contains 50259 members 
Mstep: Class 12 contains 44431 members 
Mstep: Class 13 contains 54250 members 
Mstep: Class 14 contains 51460 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 46623 members 
Mstep: Class 21 contains 47623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106654232.000000 Penalty: 69157.984375
Iteration 80F: 22 clusters Score -1.066542e+08 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31601 members 
Mstep: Class 3 contains 46433 members 
Mstep: Class 4 contains 45697 members 
Mstep: Class 5 contains 19486 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44184 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44701 members 
Mstep: Class 10 contains 48174 members 
Mstep: Class 11 contains 50244 members 
Mstep: Class 12 contains 44348 members 
Mstep: Class 13 contains 54222 members 
Mstep: Class 14 contains 51401 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 2727 members 
Mstep: Class 20 contains 46676 members 
Mstep: Class 21 contains 47624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106654912.000000 Penalty: 69157.984375
Iteration 81Q: 22 clusters Score -1.066549e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31653 members 
Mstep: Class 3 contains 46458 members 
Mstep: Class 4 contains 45630 members 
Mstep: Class 5 contains 19470 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44186 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44790 members 
Mstep: Class 10 contains 48157 members 
Mstep: Class 11 contains 50241 members 
Mstep: Class 12 contains 44337 members 
Mstep: Class 13 contains 54174 members 
Mstep: Class 14 contains 51388 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 46700 members 
Mstep: Class 21 contains 47596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106655184.000000 Penalty: 69157.984375
Iteration 82Q: 22 clusters Score -1.066552e+08 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31705 members 
Mstep: Class 3 contains 46446 members 
Mstep: Class 4 contains 45508 members 
Mstep: Class 5 contains 19467 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44189 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44846 members 
Mstep: Class 10 contains 48173 members 
Mstep: Class 11 contains 50243 members 
Mstep: Class 12 contains 44324 members 
Mstep: Class 13 contains 54196 members 
Mstep: Class 14 contains 51340 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 46771 members 
Mstep: Class 21 contains 47564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106655608.000000 Penalty: 69157.984375
Iteration 83Q: 22 clusters Score -1.066556e+08 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31749 members 
Mstep: Class 3 contains 46431 members 
Mstep: Class 4 contains 45473 members 
Mstep: Class 5 contains 19455 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44194 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44869 members 
Mstep: Class 10 contains 48245 members 
Mstep: Class 11 contains 50234 members 
Mstep: Class 12 contains 44307 members 
Mstep: Class 13 contains 54139 members 
Mstep: Class 14 contains 51273 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 46810 members 
Mstep: Class 21 contains 47598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106656008.000000 Penalty: 69157.984375
Iteration 84Q: 22 clusters Score -1.06656e+08 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31795 members 
Mstep: Class 3 contains 46418 members 
Mstep: Class 4 contains 45431 members 
Mstep: Class 5 contains 19432 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44191 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44895 members 
Mstep: Class 10 contains 48299 members 
Mstep: Class 11 contains 50231 members 
Mstep: Class 12 contains 44302 members 
Mstep: Class 13 contains 54151 members 
Mstep: Class 14 contains 51185 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 46831 members 
Mstep: Class 21 contains 47604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106656664.000000 Penalty: 69157.984375
Iteration 85Q: 22 clusters Score -1.066567e+08 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31851 members 
Mstep: Class 3 contains 46493 members 
Mstep: Class 4 contains 45353 members 
Mstep: Class 5 contains 19412 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44218 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44919 members 
Mstep: Class 10 contains 48334 members 
Mstep: Class 11 contains 50241 members 
Mstep: Class 12 contains 44225 members 
Mstep: Class 13 contains 54181 members 
Mstep: Class 14 contains 51146 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 20 contains 46818 members 
Mstep: Class 21 contains 47579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106656976.000000 Penalty: 69157.984375
Iteration 86Q: 22 clusters Score -1.06657e+08 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31908 members 
Mstep: Class 3 contains 46563 members 
Mstep: Class 4 contains 45284 members 
Mstep: Class 5 contains 19393 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44257 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44889 members 
Mstep: Class 10 contains 48341 members 
Mstep: Class 11 contains 50265 members 
Mstep: Class 12 contains 44154 members 
Mstep: Class 13 contains 54193 members 
Mstep: Class 14 contains 51120 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2253 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 46800 members 
Mstep: Class 21 contains 47600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106657576.000000 Penalty: 69157.984375
Iteration 87Q: 22 clusters Score -1.066576e+08 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31948 members 
Mstep: Class 3 contains 46569 members 
Mstep: Class 4 contains 45244 members 
Mstep: Class 5 contains 19384 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44325 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44872 members 
Mstep: Class 10 contains 48363 members 
Mstep: Class 11 contains 50307 members 
Mstep: Class 12 contains 44075 members 
Mstep: Class 13 contains 54195 members 
Mstep: Class 14 contains 51071 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 46811 members 
Mstep: Class 21 contains 47603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106657696.000000 Penalty: 69157.984375
Iteration 88Q: 22 clusters Score -1.066577e+08 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31967 members 
Mstep: Class 3 contains 46560 members 
Mstep: Class 4 contains 45186 members 
Mstep: Class 5 contains 19385 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44415 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44887 members 
Mstep: Class 10 contains 48415 members 
Mstep: Class 11 contains 50334 members 
Mstep: Class 12 contains 44039 members 
Mstep: Class 13 contains 54197 members 
Mstep: Class 14 contains 51019 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 46804 members 
Mstep: Class 21 contains 47552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106657920.000000 Penalty: 69157.984375
Iteration 89Q: 22 clusters Score -1.066579e+08 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31995 members 
Mstep: Class 3 contains 46537 members 
Mstep: Class 4 contains 45095 members 
Mstep: Class 5 contains 19380 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44521 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44892 members 
Mstep: Class 10 contains 48483 members 
Mstep: Class 11 contains 50318 members 
Mstep: Class 12 contains 44011 members 
Mstep: Class 13 contains 54192 members 
Mstep: Class 14 contains 51008 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2259 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 46803 members 
Mstep: Class 21 contains 47522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106658512.000000 Penalty: 69157.984375
Iteration 90Q: 22 clusters Score -1.066585e+08 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 32027 members 
Mstep: Class 3 contains 46508 members 
Mstep: Class 4 contains 45103 members 
Mstep: Class 5 contains 19396 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44536 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44888 members 
Mstep: Class 10 contains 48554 members 
Mstep: Class 11 contains 50308 members 
Mstep: Class 12 contains 43964 members 
Mstep: Class 13 contains 54166 members 
Mstep: Class 14 contains 50981 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2264 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 46820 members 
Mstep: Class 21 contains 47494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659040.000000 Penalty: 69157.984375
Iteration 91Q: 22 clusters Score -1.06659e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 32032 members 
Mstep: Class 3 contains 46502 members 
Mstep: Class 4 contains 45158 members 
Mstep: Class 5 contains 19376 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44520 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44881 members 
Mstep: Class 10 contains 48589 members 
Mstep: Class 11 contains 50316 members 
Mstep: Class 12 contains 43950 members 
Mstep: Class 13 contains 54137 members 
Mstep: Class 14 contains 50927 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2271 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 46879 members 
Mstep: Class 21 contains 47472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659096.000000 Penalty: 69157.984375
Iteration 92Q: 22 clusters Score -1.066591e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32038 members 
Mstep: Class 3 contains 46457 members 
Mstep: Class 4 contains 45217 members 
Mstep: Class 5 contains 19342 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44541 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44804 members 
Mstep: Class 10 contains 48663 members 
Mstep: Class 11 contains 50332 members 
Mstep: Class 12 contains 43942 members 
Mstep: Class 13 contains 54097 members 
Mstep: Class 14 contains 50877 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2276 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 46932 members 
Mstep: Class 21 contains 47486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659304.000000 Penalty: 69157.984375
Iteration 93Q: 22 clusters Score -1.066593e+08 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32061 members 
Mstep: Class 3 contains 46400 members 
Mstep: Class 4 contains 45283 members 
Mstep: Class 5 contains 19298 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44561 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44760 members 
Mstep: Class 10 contains 48727 members 
Mstep: Class 11 contains 50344 members 
Mstep: Class 12 contains 43916 members 
Mstep: Class 13 contains 54055 members 
Mstep: Class 14 contains 50852 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2275 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 20 contains 46977 members 
Mstep: Class 21 contains 47486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659976.000000 Penalty: 69157.984375
Iteration 94Q: 22 clusters Score -1.0666e+08 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32071 members 
Mstep: Class 3 contains 46373 members 
Mstep: Class 4 contains 45395 members 
Mstep: Class 5 contains 19254 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 44568 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44746 members 
Mstep: Class 10 contains 48771 members 
Mstep: Class 11 contains 50334 members 
Mstep: Class 12 contains 43843 members 
Mstep: Class 13 contains 54035 members 
Mstep: Class 14 contains 50796 members 
Mstep: Class 15 contains 1367 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2276 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 47046 members 
Mstep: Class 21 contains 47498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660208.000000 Penalty: 69157.984375
Iteration 95Q: 22 clusters Score -1.066602e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32075 members 
Mstep: Class 3 contains 46349 members 
Mstep: Class 4 contains 45469 members 
Mstep: Class 5 contains 19214 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 44563 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44836 members 
Mstep: Class 10 contains 48799 members 
Mstep: Class 11 contains 50329 members 
Mstep: Class 12 contains 43788 members 
Mstep: Class 13 contains 54022 members 
Mstep: Class 14 contains 50710 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2277 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 47080 members 
Mstep: Class 21 contains 47506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660480.000000 Penalty: 69157.984375
Iteration 96Q: 22 clusters Score -1.066605e+08 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32103 members 
Mstep: Class 3 contains 46346 members 
Mstep: Class 4 contains 45489 members 
Mstep: Class 5 contains 19181 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 44616 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44852 members 
Mstep: Class 10 contains 48801 members 
Mstep: Class 11 contains 50332 members 
Mstep: Class 12 contains 43750 members 
Mstep: Class 13 contains 54046 members 
Mstep: Class 14 contains 50665 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2280 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 47095 members 
Mstep: Class 21 contains 47463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660752.000000 Penalty: 69157.984375
Iteration 97Q: 22 clusters Score -1.066608e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32129 members 
Mstep: Class 3 contains 46306 members 
Mstep: Class 4 contains 45551 members 
Mstep: Class 5 contains 19160 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44929 members 
Mstep: Class 10 contains 48836 members 
Mstep: Class 11 contains 50307 members 
Mstep: Class 12 contains 43727 members 
Mstep: Class 13 contains 54026 members 
Mstep: Class 14 contains 50586 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2283 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 47117 members 
Mstep: Class 21 contains 47453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660864.000000 Penalty: 69157.984375
Iteration 98Q: 22 clusters Score -1.066609e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32161 members 
Mstep: Class 3 contains 46275 members 
Mstep: Class 4 contains 45574 members 
Mstep: Class 5 contains 19109 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 44591 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45008 members 
Mstep: Class 10 contains 48866 members 
Mstep: Class 11 contains 50328 members 
Mstep: Class 12 contains 43679 members 
Mstep: Class 13 contains 54018 members 
Mstep: Class 14 contains 50515 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 2723 members 
Mstep: Class 20 contains 47158 members 
Mstep: Class 21 contains 47459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661064.000000 Penalty: 69157.984375
Iteration 99Q: 22 clusters Score -1.066611e+08 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32187 members 
Mstep: Class 3 contains 46278 members 
Mstep: Class 4 contains 45640 members 
Mstep: Class 5 contains 19065 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44572 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45022 members 
Mstep: Class 10 contains 48887 members 
Mstep: Class 11 contains 50335 members 
Mstep: Class 12 contains 43641 members 
Mstep: Class 13 contains 53997 members 
Mstep: Class 14 contains 50444 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 2288 members 
Mstep: Class 19 contains 2712 members 
Mstep: Class 20 contains 47192 members 
Mstep: Class 21 contains 47488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660744.000000 Penalty: 69157.984375
Iteration 100F: 22 clusters Score -1.066607e+08 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32201 members 
Mstep: Class 3 contains 46246 members 
Mstep: Class 4 contains 45669 members 
Mstep: Class 5 contains 19015 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44571 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 48892 members 
Mstep: Class 11 contains 50393 members 
Mstep: Class 12 contains 43652 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 50326 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 2699 members 
Mstep: Class 20 contains 47236 members 
Mstep: Class 21 contains 47494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661344.000000 Penalty: 69157.984375
Iteration 101Q: 22 clusters Score -1.066613e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32222 members 
Mstep: Class 3 contains 46242 members 
Mstep: Class 4 contains 45640 members 
Mstep: Class 5 contains 18956 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44573 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45194 members 
Mstep: Class 10 contains 48898 members 
Mstep: Class 11 contains 50445 members 
Mstep: Class 12 contains 43632 members 
Mstep: Class 13 contains 53974 members 
Mstep: Class 14 contains 50244 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 47272 members 
Mstep: Class 21 contains 47478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661264.000000 Penalty: 69157.984375
Iteration 102Q: 22 clusters Score -1.066613e+08 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32236 members 
Mstep: Class 3 contains 46271 members 
Mstep: Class 4 contains 45641 members 
Mstep: Class 5 contains 18908 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44550 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45331 members 
Mstep: Class 10 contains 48903 members 
Mstep: Class 11 contains 50467 members 
Mstep: Class 12 contains 43600 members 
Mstep: Class 13 contains 53960 members 
Mstep: Class 14 contains 50184 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 2665 members 
Mstep: Class 20 contains 47280 members 
Mstep: Class 21 contains 47455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661320.000000 Penalty: 69157.984375
Iteration 103Q: 22 clusters Score -1.066613e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32247 members 
Mstep: Class 3 contains 46251 members 
Mstep: Class 4 contains 45670 members 
Mstep: Class 5 contains 18868 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44536 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45511 members 
Mstep: Class 10 contains 48903 members 
Mstep: Class 11 contains 50457 members 
Mstep: Class 12 contains 43586 members 
Mstep: Class 13 contains 53937 members 
Mstep: Class 14 contains 50130 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 47277 members 
Mstep: Class 21 contains 47423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661616.000000 Penalty: 69157.984375
Iteration 104Q: 22 clusters Score -1.066616e+08 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32259 members 
Mstep: Class 3 contains 46231 members 
Mstep: Class 4 contains 45712 members 
Mstep: Class 5 contains 18817 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44510 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 48939 members 
Mstep: Class 11 contains 50450 members 
Mstep: Class 12 contains 43587 members 
Mstep: Class 13 contains 53931 members 
Mstep: Class 14 contains 50051 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 47268 members 
Mstep: Class 21 contains 47389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661904.000000 Penalty: 69157.984375
Iteration 105Q: 22 clusters Score -1.066619e+08 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32284 members 
Mstep: Class 3 contains 46155 members 
Mstep: Class 4 contains 45765 members 
Mstep: Class 5 contains 18773 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44504 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45806 members 
Mstep: Class 10 contains 48970 members 
Mstep: Class 11 contains 50462 members 
Mstep: Class 12 contains 43583 members 
Mstep: Class 13 contains 53926 members 
Mstep: Class 14 contains 49968 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 47256 members 
Mstep: Class 21 contains 47366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661976.000000 Penalty: 69157.984375
Iteration 106Q: 22 clusters Score -1.06662e+08 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 32294 members 
Mstep: Class 3 contains 46165 members 
Mstep: Class 4 contains 45806 members 
Mstep: Class 5 contains 18714 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44456 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45923 members 
Mstep: Class 10 contains 49011 members 
Mstep: Class 11 contains 50457 members 
Mstep: Class 12 contains 43552 members 
Mstep: Class 13 contains 53936 members 
Mstep: Class 14 contains 49931 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2313 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 47250 members 
Mstep: Class 21 contains 47345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662032.000000 Penalty: 69157.984375
Iteration 107Q: 22 clusters Score -1.06662e+08 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32315 members 
Mstep: Class 3 contains 46177 members 
Mstep: Class 4 contains 45924 members 
Mstep: Class 5 contains 18627 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44377 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46036 members 
Mstep: Class 10 contains 49049 members 
Mstep: Class 11 contains 50457 members 
Mstep: Class 12 contains 43515 members 
Mstep: Class 13 contains 53926 members 
Mstep: Class 14 contains 49863 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 2589 members 
Mstep: Class 20 contains 47276 members 
Mstep: Class 21 contains 47312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662192.000000 Penalty: 69157.984375
Iteration 108Q: 22 clusters Score -1.066622e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 32334 members 
Mstep: Class 3 contains 46176 members 
Mstep: Class 4 contains 45977 members 
Mstep: Class 5 contains 18552 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44340 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46078 members 
Mstep: Class 10 contains 49069 members 
Mstep: Class 11 contains 50423 members 
Mstep: Class 12 contains 43499 members 
Mstep: Class 13 contains 53954 members 
Mstep: Class 14 contains 49818 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2320 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 47337 members 
Mstep: Class 21 contains 47299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662480.000000 Penalty: 69157.984375
Iteration 109Q: 22 clusters Score -1.066625e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32343 members 
Mstep: Class 3 contains 46173 members 
Mstep: Class 4 contains 46061 members 
Mstep: Class 5 contains 18509 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44269 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46106 members 
Mstep: Class 10 contains 49125 members 
Mstep: Class 11 contains 50416 members 
Mstep: Class 12 contains 43505 members 
Mstep: Class 13 contains 53936 members 
Mstep: Class 14 contains 49794 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 47354 members 
Mstep: Class 21 contains 47259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662632.000000 Penalty: 69157.984375
Iteration 110Q: 22 clusters Score -1.066626e+08 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32353 members 
Mstep: Class 3 contains 46140 members 
Mstep: Class 4 contains 46139 members 
Mstep: Class 5 contains 18465 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44235 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46067 members 
Mstep: Class 10 contains 49182 members 
Mstep: Class 11 contains 50421 members 
Mstep: Class 12 contains 43505 members 
Mstep: Class 13 contains 53947 members 
Mstep: Class 14 contains 49783 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 47392 members 
Mstep: Class 21 contains 47210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662816.000000 Penalty: 69157.984375
Iteration 111Q: 22 clusters Score -1.066628e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 32363 members 
Mstep: Class 3 contains 46153 members 
Mstep: Class 4 contains 46230 members 
Mstep: Class 5 contains 18419 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44254 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46032 members 
Mstep: Class 10 contains 49228 members 
Mstep: Class 11 contains 50400 members 
Mstep: Class 12 contains 43486 members 
Mstep: Class 13 contains 53895 members 
Mstep: Class 14 contains 49771 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 47427 members 
Mstep: Class 21 contains 47173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662872.000000 Penalty: 69157.984375
Iteration 112Q: 22 clusters Score -1.066629e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 32357 members 
Mstep: Class 3 contains 46131 members 
Mstep: Class 4 contains 46354 members 
Mstep: Class 5 contains 18386 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44270 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46021 members 
Mstep: Class 10 contains 49264 members 
Mstep: Class 11 contains 50400 members 
Mstep: Class 12 contains 43442 members 
Mstep: Class 13 contains 53829 members 
Mstep: Class 14 contains 49763 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 47468 members 
Mstep: Class 21 contains 47148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663144.000000 Penalty: 69157.984375
Iteration 113Q: 22 clusters Score -1.066631e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 32352 members 
Mstep: Class 3 contains 46118 members 
Mstep: Class 4 contains 46452 members 
Mstep: Class 5 contains 18343 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44278 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45948 members 
Mstep: Class 10 contains 49300 members 
Mstep: Class 11 contains 50413 members 
Mstep: Class 12 contains 43438 members 
Mstep: Class 13 contains 53807 members 
Mstep: Class 14 contains 49764 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 47480 members 
Mstep: Class 21 contains 47133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663024.000000 Penalty: 69157.984375
Iteration 114Q: 22 clusters Score -1.06663e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 32357 members 
Mstep: Class 3 contains 46067 members 
Mstep: Class 4 contains 46574 members 
Mstep: Class 5 contains 18310 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44374 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45889 members 
Mstep: Class 10 contains 49340 members 
Mstep: Class 11 contains 50371 members 
Mstep: Class 12 contains 43414 members 
Mstep: Class 13 contains 53743 members 
Mstep: Class 14 contains 49786 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2332 members 
Mstep: Class 19 contains 2608 members 
Mstep: Class 20 contains 47494 members 
Mstep: Class 21 contains 47102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663280.000000 Penalty: 69157.984375
Iteration 115Q: 22 clusters Score -1.066633e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 32371 members 
Mstep: Class 3 contains 46034 members 
Mstep: Class 4 contains 46669 members 
Mstep: Class 5 contains 18291 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44470 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45809 members 
Mstep: Class 10 contains 49345 members 
Mstep: Class 11 contains 50364 members 
Mstep: Class 12 contains 43383 members 
Mstep: Class 13 contains 53719 members 
Mstep: Class 14 contains 49763 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2332 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 47525 members 
Mstep: Class 21 contains 47083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663408.000000 Penalty: 69157.984375
Iteration 116Q: 22 clusters Score -1.066634e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 32365 members 
Mstep: Class 3 contains 45973 members 
Mstep: Class 4 contains 46765 members 
Mstep: Class 5 contains 18277 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44539 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45755 members 
Mstep: Class 10 contains 49346 members 
Mstep: Class 11 contains 50369 members 
Mstep: Class 12 contains 43364 members 
Mstep: Class 13 contains 53706 members 
Mstep: Class 14 contains 49787 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2332 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 47514 members 
Mstep: Class 21 contains 47065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663704.000000 Penalty: 69157.984375
Iteration 117Q: 22 clusters Score -1.066637e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32374 members 
Mstep: Class 3 contains 45926 members 
Mstep: Class 4 contains 46809 members 
Mstep: Class 5 contains 18278 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44567 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45716 members 
Mstep: Class 10 contains 49349 members 
Mstep: Class 11 contains 50396 members 
Mstep: Class 12 contains 43359 members 
Mstep: Class 13 contains 53690 members 
Mstep: Class 14 contains 49806 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 2597 members 
Mstep: Class 20 contains 47503 members 
Mstep: Class 21 contains 47058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664080.000000 Penalty: 69157.984375
Iteration 118Q: 22 clusters Score -1.066641e+08 nChanged 2184
Entering ConstructFrom: 
Score: -106664080.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -236807.000000 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -236807 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 704 members 
Entering Unmasked Estep 
Score: -234647.312500 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -234647.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -235300.750000 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -235300.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -235955.890625 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -235955.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -236624.265625 Penalty: 3580.215820
	Iteration 3F: 3 clusters Score -236624.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -237052.953125 Penalty: 3580.215820
	Iteration 4F: 3 clusters Score -237053 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -237358.531250 Penalty: 3580.215820
	Iteration 5F: 3 clusters Score -237358.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -237573.234375 Penalty: 3580.215820
	Iteration 6Q: 3 clusters Score -237573.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -237670.875000 Penalty: 3580.215820
	Iteration 7Q: 3 clusters Score -237670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -237709.906250 Penalty: 3580.215820
	Iteration 8Q: 3 clusters Score -237709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -237711.687500 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -237711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -237713.093750 Penalty: 3580.215820
	Iteration 10Q: 3 clusters Score -237713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -237716.140625 Penalty: 3580.215820
	Iteration 11Q: 3 clusters Score -237716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -237718.843750 Penalty: 3580.215820
	Iteration 12Q: 3 clusters Score -237718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -237718.843750 Penalty: 3580.215820
	Iteration 13F: 3 clusters Score -237718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 32352 members 
Mstep: Class 3 contains 45880 members 
Mstep: Class 4 contains 46847 members 
Mstep: Class 5 contains 18258 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44627 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45725 members 
Mstep: Class 10 contains 49350 members 
Mstep: Class 11 contains 50401 members 
Mstep: Class 12 contains 43352 members 
Mstep: Class 13 contains 53696 members 
Mstep: Class 14 contains 49802 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 47514 members 
Mstep: Class 21 contains 47021 members 
Mstep: Class 22 contains 292 members 
Entering Unmasked Estep 
Score: -106663384.000000 Penalty: 72451.218750
Splitting cluster 1 changes total score from -106664080.000000 to -106663384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (32352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Entering Unmasked Estep 
Score: -5832184.000000 Penalty: 2575.338867
	Iteration 0F: 2 clusters Score -5832184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5810079.000000 Penalty: 5150.677734
	Iteration 0F: 3 clusters Score -5810079 nChanged 14576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5817873.500000 Penalty: 5150.677734
	Iteration 1F: 3 clusters Score -5817874 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -5818385.500000 Penalty: 5150.677734
	Iteration 2Q: 3 clusters Score -5818386 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -5818917.000000 Penalty: 5150.677734
	Iteration 3Q: 3 clusters Score -5818917 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -5819324.500000 Penalty: 5150.677734
	Iteration 4Q: 3 clusters Score -5819324 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -5819712.000000 Penalty: 5150.677734
	Iteration 5Q: 3 clusters Score -5819712 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -5820100.000000 Penalty: 5150.677734
	Iteration 6Q: 3 clusters Score -5820100 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -5820400.500000 Penalty: 5150.677734
	Iteration 7Q: 3 clusters Score -5820400 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -5820632.000000 Penalty: 5150.677734
	Iteration 8Q: 3 clusters Score -5820632 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -5820887.500000 Penalty: 5150.677734
	Iteration 9Q: 3 clusters Score -5820888 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5821172.000000 Penalty: 5150.677734
	Iteration 10Q: 3 clusters Score -5821172 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -5821371.500000 Penalty: 5150.677734
	Iteration 11Q: 3 clusters Score -5821372 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5821609.000000 Penalty: 5150.677734
	Iteration 12Q: 3 clusters Score -5821609 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -5821867.000000 Penalty: 5150.677734
	Iteration 13Q: 3 clusters Score -5821867 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -5822202.000000 Penalty: 5150.677734
	Iteration 14Q: 3 clusters Score -5822202 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5822530.000000 Penalty: 5150.677734
	Iteration 15Q: 3 clusters Score -5822530 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -5822921.500000 Penalty: 5150.677734
	Iteration 16Q: 3 clusters Score -5822922 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -5823309.000000 Penalty: 5150.677734
	Iteration 17Q: 3 clusters Score -5823309 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -5823691.500000 Penalty: 5150.677734
	Iteration 18Q: 3 clusters Score -5823692 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -5824166.000000 Penalty: 5150.677734
	Iteration 19Q: 3 clusters Score -5824166 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -5824665.500000 Penalty: 5150.677734
	Iteration 20F: 3 clusters Score -5824666 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -5825168.500000 Penalty: 5150.677734
	Iteration 21Q: 3 clusters Score -5825168 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -5825819.500000 Penalty: 5150.677734
	Iteration 22Q: 3 clusters Score -5825820 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -5826620.000000 Penalty: 5150.677734
	Iteration 23Q: 3 clusters Score -5826620 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5827570.500000 Penalty: 5150.677734
	Iteration 24Q: 3 clusters Score -5827570 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5828484.500000 Penalty: 5150.677734
	Iteration 25Q: 3 clusters Score -5828484 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5829270.500000 Penalty: 5150.677734
	Iteration 26Q: 3 clusters Score -5829270 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5829834.000000 Penalty: 5150.677734
	Iteration 27Q: 3 clusters Score -5829834 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5830079.500000 Penalty: 5150.677734
	Iteration 28Q: 3 clusters Score -5830080 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5830140.500000 Penalty: 5150.677734
	Iteration 29Q: 3 clusters Score -5830140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5830186.500000 Penalty: 5150.677734
	Iteration 30Q: 3 clusters Score -5830186 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5830224.500000 Penalty: 5150.677734
	Iteration 31Q: 3 clusters Score -5830224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5830244.500000 Penalty: 5150.677734
	Iteration 32Q: 3 clusters Score -5830244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5830252.000000 Penalty: 5150.677734
	Iteration 33Q: 3 clusters Score -5830252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5830262.000000 Penalty: 5150.677734
	Iteration 34Q: 3 clusters Score -5830262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5830269.000000 Penalty: 5150.677734
	Iteration 35Q: 3 clusters Score -5830269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5830270.500000 Penalty: 5150.677734
	Iteration 36Q: 3 clusters Score -5830270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5830262.000000 Penalty: 5150.677734
	Iteration 37Q: 3 clusters Score -5830262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5830269.500000 Penalty: 5150.677734
	Iteration 38Q: 3 clusters Score -5830270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5830265.500000 Penalty: 5150.677734
	Iteration 39Q: 3 clusters Score -5830266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5830265.500000 Penalty: 5150.677734
	Iteration 40F: 3 clusters Score -5830266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5830268.500000 Penalty: 5150.677734
	Iteration 41Q: 3 clusters Score -5830268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5830284.000000 Penalty: 5150.677734
	Iteration 42Q: 3 clusters Score -5830284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5830298.500000 Penalty: 5150.677734
	Iteration 43Q: 3 clusters Score -5830298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5830301.000000 Penalty: 5150.677734
	Iteration 44Q: 3 clusters Score -5830301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5830307.500000 Penalty: 5150.677734
	Iteration 45Q: 3 clusters Score -5830308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5830312.500000 Penalty: 5150.677734
	Iteration 46Q: 3 clusters Score -5830312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5830308.500000 Penalty: 5150.677734
	Iteration 47Q: 3 clusters Score -5830308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5830307.000000 Penalty: 5150.677734
	Iteration 48Q: 3 clusters Score -5830307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5830312.000000 Penalty: 5150.677734
	Iteration 49Q: 3 clusters Score -5830312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5830313.500000 Penalty: 5150.677734
	Iteration 50Q: 3 clusters Score -5830314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5830313.000000 Penalty: 5150.677734
	Iteration 51Q: 3 clusters Score -5830313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5830319.500000 Penalty: 5150.677734
	Iteration 52Q: 3 clusters Score -5830320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5830324.500000 Penalty: 5150.677734
	Iteration 53Q: 3 clusters Score -5830324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5830324.500000 Penalty: 5150.677734
	Iteration 54F: 3 clusters Score -5830324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Entering Unmasked Estep 
Score: -8478763.000000 Penalty: 2661.978516
	Iteration 0F: 2 clusters Score -8478763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8448771.000000 Penalty: 5323.957031
	Iteration 0F: 3 clusters Score -8448771 nChanged 21093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -8460180.000000 Penalty: 5323.957031
	Iteration 1F: 3 clusters Score -8460180 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -8460701.000000 Penalty: 5323.957031
	Iteration 2Q: 3 clusters Score -8460701 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -8461162.000000 Penalty: 5323.957031
	Iteration 3Q: 3 clusters Score -8461162 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -8461666.000000 Penalty: 5323.957031
	Iteration 4Q: 3 clusters Score -8461666 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -8462353.000000 Penalty: 5323.957031
	Iteration 5Q: 3 clusters Score -8462353 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -8463244.000000 Penalty: 5323.957031
	Iteration 6Q: 3 clusters Score -8463244 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -8464385.000000 Penalty: 5323.957031
	Iteration 7Q: 3 clusters Score -8464385 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -8465672.000000 Penalty: 5323.957031
	Iteration 8Q: 3 clusters Score -8465672 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -8467150.000000 Penalty: 5323.957031
	Iteration 9Q: 3 clusters Score -8467150 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -8468482.000000 Penalty: 5323.957031
	Iteration 10Q: 3 clusters Score -8468482 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -8469690.000000 Penalty: 5323.957031
	Iteration 11Q: 3 clusters Score -8469690 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -8470724.000000 Penalty: 5323.957031
	Iteration 12Q: 3 clusters Score -8470724 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -8471432.000000 Penalty: 5323.957031
	Iteration 13Q: 3 clusters Score -8471432 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -8471945.000000 Penalty: 5323.957031
	Iteration 14Q: 3 clusters Score -8471945 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -8472218.000000 Penalty: 5323.957031
	Iteration 15Q: 3 clusters Score -8472218 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -8472459.000000 Penalty: 5323.957031
	Iteration 16Q: 3 clusters Score -8472459 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -8472662.000000 Penalty: 5323.957031
	Iteration 17Q: 3 clusters Score -8472662 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -8472830.000000 Penalty: 5323.957031
	Iteration 18Q: 3 clusters Score -8472830 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -8473029.000000 Penalty: 5323.957031
	Iteration 19Q: 3 clusters Score -8473029 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -8473166.000000 Penalty: 5323.957031
	Iteration 20F: 3 clusters Score -8473166 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -8473441.000000 Penalty: 5323.957031
	Iteration 21Q: 3 clusters Score -8473441 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -8473699.000000 Penalty: 5323.957031
	Iteration 22Q: 3 clusters Score -8473699 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -8473995.000000 Penalty: 5323.957031
	Iteration 23Q: 3 clusters Score -8473995 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -8474304.000000 Penalty: 5323.957031
	Iteration 24Q: 3 clusters Score -8474304 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -8474593.000000 Penalty: 5323.957031
	Iteration 25Q: 3 clusters Score -8474593 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -8474889.000000 Penalty: 5323.957031
	Iteration 26Q: 3 clusters Score -8474889 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -8475137.000000 Penalty: 5323.957031
	Iteration 27Q: 3 clusters Score -8475137 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -8475390.000000 Penalty: 5323.957031
	Iteration 28Q: 3 clusters Score -8475390 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8475569.000000 Penalty: 5323.957031
	Iteration 29Q: 3 clusters Score -8475569 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -8475725.000000 Penalty: 5323.957031
	Iteration 30Q: 3 clusters Score -8475725 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -8475873.000000 Penalty: 5323.957031
	Iteration 31Q: 3 clusters Score -8475873 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -8476000.000000 Penalty: 5323.957031
	Iteration 32Q: 3 clusters Score -8476000 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -8476132.000000 Penalty: 5323.957031
	Iteration 33Q: 3 clusters Score -8476132 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -8476234.000000 Penalty: 5323.957031
	Iteration 34Q: 3 clusters Score -8476234 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -8476313.000000 Penalty: 5323.957031
	Iteration 35Q: 3 clusters Score -8476313 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8476375.000000 Penalty: 5323.957031
	Iteration 36Q: 3 clusters Score -8476375 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8476420.000000 Penalty: 5323.957031
	Iteration 37Q: 3 clusters Score -8476420 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -8476470.000000 Penalty: 5323.957031
	Iteration 38Q: 3 clusters Score -8476470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -8476509.000000 Penalty: 5323.957031
	Iteration 39Q: 3 clusters Score -8476509 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -8476533.000000 Penalty: 5323.957031
	Iteration 40F: 3 clusters Score -8476533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -8476550.000000 Penalty: 5323.957031
	Iteration 41Q: 3 clusters Score -8476550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8476562.000000 Penalty: 5323.957031
	Iteration 42Q: 3 clusters Score -8476562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8476597.000000 Penalty: 5323.957031
	Iteration 43Q: 3 clusters Score -8476597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8476619.000000 Penalty: 5323.957031
	Iteration 44Q: 3 clusters Score -8476619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -8476631.000000 Penalty: 5323.957031
	Iteration 45Q: 3 clusters Score -8476631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -8476649.000000 Penalty: 5323.957031
	Iteration 46Q: 3 clusters Score -8476649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -8476667.000000 Penalty: 5323.957031
	Iteration 47Q: 3 clusters Score -8476667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -8476663.000000 Penalty: 5323.957031
	Iteration 48Q: 3 clusters Score -8476663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -8476668.000000 Penalty: 5323.957031
	Iteration 49Q: 3 clusters Score -8476668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8476659.000000 Penalty: 5323.957031
	Iteration 50Q: 3 clusters Score -8476659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -8476665.000000 Penalty: 5323.957031
	Iteration 51Q: 3 clusters Score -8476665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -8476663.000000 Penalty: 5323.957031
	Iteration 52Q: 3 clusters Score -8476663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -8476666.000000 Penalty: 5323.957031
	Iteration 53Q: 3 clusters Score -8476666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -8476672.000000 Penalty: 5323.957031
	Iteration 54Q: 3 clusters Score -8476672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -8476673.000000 Penalty: 5323.957031
	Iteration 55Q: 3 clusters Score -8476673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -8476664.000000 Penalty: 5323.957031
	Iteration 56Q: 3 clusters Score -8476664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -8476674.000000 Penalty: 5323.957031
	Iteration 57Q: 3 clusters Score -8476674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8476675.000000 Penalty: 5323.957031
	Iteration 58Q: 3 clusters Score -8476675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8476675.000000 Penalty: 5323.957031
	Iteration 59Q: 3 clusters Score -8476675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -8476677.000000 Penalty: 5323.957031
	Iteration 60F: 3 clusters Score -8476677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8476680.000000 Penalty: 5323.957031
	Iteration 61Q: 3 clusters Score -8476680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -8476683.000000 Penalty: 5323.957031
	Iteration 62Q: 3 clusters Score -8476683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -8476681.000000 Penalty: 5323.957031
	Iteration 63Q: 3 clusters Score -8476681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8476682.000000 Penalty: 5323.957031
	Iteration 64Q: 3 clusters Score -8476682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -8476685.000000 Penalty: 5323.957031
	Iteration 65Q: 3 clusters Score -8476685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -8476689.000000 Penalty: 5323.957031
	Iteration 66Q: 3 clusters Score -8476689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -8476685.000000 Penalty: 5323.957031
	Iteration 67Q: 3 clusters Score -8476685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -8476688.000000 Penalty: 5323.957031
	Iteration 68Q: 3 clusters Score -8476688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -8476688.000000 Penalty: 5323.957031
	Iteration 69F: 3 clusters Score -8476688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Entering Unmasked Estep 
Score: -8717525.000000 Penalty: 2667.151367
	Iteration 0F: 2 clusters Score -8717525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -8687748.000000 Penalty: 5334.302734
	Iteration 0F: 3 clusters Score -8687748 nChanged 21518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -8699321.000000 Penalty: 5334.302734
	Iteration 1F: 3 clusters Score -8699321 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -8699872.000000 Penalty: 5334.302734
	Iteration 2Q: 3 clusters Score -8699872 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -8700394.000000 Penalty: 5334.302734
	Iteration 3Q: 3 clusters Score -8700394 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -8700881.000000 Penalty: 5334.302734
	Iteration 4Q: 3 clusters Score -8700881 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -8701535.000000 Penalty: 5334.302734
	Iteration 5Q: 3 clusters Score -8701535 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -8702357.000000 Penalty: 5334.302734
	Iteration 6Q: 3 clusters Score -8702357 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -8703469.000000 Penalty: 5334.302734
	Iteration 7Q: 3 clusters Score -8703469 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -8704996.000000 Penalty: 5334.302734
	Iteration 8Q: 3 clusters Score -8704996 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -8706770.000000 Penalty: 5334.302734
	Iteration 9F: 3 clusters Score -8706770 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -8708463.000000 Penalty: 5334.302734
	Iteration 10F: 3 clusters Score -8708463 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -8709943.000000 Penalty: 5334.302734
	Iteration 11Q: 3 clusters Score -8709943 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -8711131.000000 Penalty: 5334.302734
	Iteration 12Q: 3 clusters Score -8711131 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -8711943.000000 Penalty: 5334.302734
	Iteration 13Q: 3 clusters Score -8711943 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -8712498.000000 Penalty: 5334.302734
	Iteration 14Q: 3 clusters Score -8712498 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -8712774.000000 Penalty: 5334.302734
	Iteration 15Q: 3 clusters Score -8712774 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -8713049.000000 Penalty: 5334.302734
	Iteration 16Q: 3 clusters Score -8713049 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -8713346.000000 Penalty: 5334.302734
	Iteration 17Q: 3 clusters Score -8713346 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -8713530.000000 Penalty: 5334.302734
	Iteration 18Q: 3 clusters Score -8713530 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -8713699.000000 Penalty: 5334.302734
	Iteration 19Q: 3 clusters Score -8713699 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -8713904.000000 Penalty: 5334.302734
	Iteration 20F: 3 clusters Score -8713904 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -8714132.000000 Penalty: 5334.302734
	Iteration 21Q: 3 clusters Score -8714132 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -8714352.000000 Penalty: 5334.302734
	Iteration 22Q: 3 clusters Score -8714352 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -8714540.000000 Penalty: 5334.302734
	Iteration 23Q: 3 clusters Score -8714540 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -8714695.000000 Penalty: 5334.302734
	Iteration 24Q: 3 clusters Score -8714695 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8714836.000000 Penalty: 5334.302734
	Iteration 25Q: 3 clusters Score -8714836 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -8714978.000000 Penalty: 5334.302734
	Iteration 26Q: 3 clusters Score -8714978 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -8715089.000000 Penalty: 5334.302734
	Iteration 27Q: 3 clusters Score -8715089 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8715174.000000 Penalty: 5334.302734
	Iteration 28Q: 3 clusters Score -8715174 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8715277.000000 Penalty: 5334.302734
	Iteration 29Q: 3 clusters Score -8715277 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8715301.000000 Penalty: 5334.302734
	Iteration 30Q: 3 clusters Score -8715301 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8715338.000000 Penalty: 5334.302734
	Iteration 31Q: 3 clusters Score -8715338 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -8715365.000000 Penalty: 5334.302734
	Iteration 32Q: 3 clusters Score -8715365 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8715353.000000 Penalty: 5334.302734
	Iteration 33Q: 3 clusters Score -8715353 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8715395.000000 Penalty: 5334.302734
	Iteration 34Q: 3 clusters Score -8715395 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8715426.000000 Penalty: 5334.302734
	Iteration 35Q: 3 clusters Score -8715426 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8715419.000000 Penalty: 5334.302734
	Iteration 36Q: 3 clusters Score -8715419 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8715428.000000 Penalty: 5334.302734
	Iteration 37Q: 3 clusters Score -8715428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8715442.000000 Penalty: 5334.302734
	Iteration 38Q: 3 clusters Score -8715442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8715458.000000 Penalty: 5334.302734
	Iteration 39Q: 3 clusters Score -8715458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8715456.000000 Penalty: 5334.302734
	Iteration 40F: 3 clusters Score -8715456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8715441.000000 Penalty: 5334.302734
	Iteration 41Q: 3 clusters Score -8715441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8715451.000000 Penalty: 5334.302734
	Iteration 42Q: 3 clusters Score -8715451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8715443.000000 Penalty: 5334.302734
	Iteration 43Q: 3 clusters Score -8715443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8715451.000000 Penalty: 5334.302734
	Iteration 44Q: 3 clusters Score -8715451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8715471.000000 Penalty: 5334.302734
	Iteration 45Q: 3 clusters Score -8715471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8715466.000000 Penalty: 5334.302734
	Iteration 46Q: 3 clusters Score -8715466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8715475.000000 Penalty: 5334.302734
	Iteration 47Q: 3 clusters Score -8715475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8715479.000000 Penalty: 5334.302734
	Iteration 48Q: 3 clusters Score -8715479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8715486.000000 Penalty: 5334.302734
	Iteration 49Q: 3 clusters Score -8715486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8715488.000000 Penalty: 5334.302734
	Iteration 50Q: 3 clusters Score -8715488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8715501.000000 Penalty: 5334.302734
	Iteration 51Q: 3 clusters Score -8715501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8715499.000000 Penalty: 5334.302734
	Iteration 52Q: 3 clusters Score -8715499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8715507.000000 Penalty: 5334.302734
	Iteration 53Q: 3 clusters Score -8715507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8715511.000000 Penalty: 5334.302734
	Iteration 54Q: 3 clusters Score -8715511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8715508.000000 Penalty: 5334.302734
	Iteration 55Q: 3 clusters Score -8715508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8715497.000000 Penalty: 5334.302734
	Iteration 56Q: 3 clusters Score -8715497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8715493.000000 Penalty: 5334.302734
	Iteration 57Q: 3 clusters Score -8715493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8715501.000000 Penalty: 5334.302734
	Iteration 58Q: 3 clusters Score -8715501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8715496.000000 Penalty: 5334.302734
	Iteration 59Q: 3 clusters Score -8715496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8715496.000000 Penalty: 5334.302734
	Iteration 60F: 3 clusters Score -8715496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8715492.000000 Penalty: 5334.302734
	Iteration 61Q: 3 clusters Score -8715492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8715489.000000 Penalty: 5334.302734
	Iteration 62Q: 3 clusters Score -8715489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8715496.000000 Penalty: 5334.302734
	Iteration 63Q: 3 clusters Score -8715496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8715493.000000 Penalty: 5334.302734
	Iteration 64Q: 3 clusters Score -8715493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8715492.000000 Penalty: 5334.302734
	Iteration 65Q: 3 clusters Score -8715492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8715497.000000 Penalty: 5334.302734
	Iteration 66Q: 3 clusters Score -8715497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8715497.000000 Penalty: 5334.302734
	Iteration 67F: 3 clusters Score -8715497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Entering Unmasked Estep 
Score: -3377673.500000 Penalty: 2433.465088
	Iteration 0F: 2 clusters Score -3377674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3364575.000000 Penalty: 4866.930176
	Iteration 0F: 3 clusters Score -3364575 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3369101.250000 Penalty: 4866.930176
	Iteration 1F: 3 clusters Score -3369101 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3369473.500000 Penalty: 4866.930176
	Iteration 2F: 3 clusters Score -3369474 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3369778.750000 Penalty: 4866.930176
	Iteration 3Q: 3 clusters Score -3369779 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3370002.500000 Penalty: 4866.930176
	Iteration 4Q: 3 clusters Score -3370002 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3370180.750000 Penalty: 4866.930176
	Iteration 5Q: 3 clusters Score -3370181 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3370376.500000 Penalty: 4866.930176
	Iteration 6Q: 3 clusters Score -3370376 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3370602.500000 Penalty: 4866.930176
	Iteration 7Q: 3 clusters Score -3370602 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3370930.000000 Penalty: 4866.930176
	Iteration 8Q: 3 clusters Score -3370930 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -3371316.000000 Penalty: 4866.930176
	Iteration 9Q: 3 clusters Score -3371316 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3371877.000000 Penalty: 4866.930176
	Iteration 10Q: 3 clusters Score -3371877 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3372603.000000 Penalty: 4866.930176
	Iteration 11F: 3 clusters Score -3372603 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3373363.250000 Penalty: 4866.930176
	Iteration 12F: 3 clusters Score -3373363 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3374034.750000 Penalty: 4866.930176
	Iteration 13Q: 3 clusters Score -3374035 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3374582.000000 Penalty: 4866.930176
	Iteration 14Q: 3 clusters Score -3374582 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3374961.500000 Penalty: 4866.930176
	Iteration 15Q: 3 clusters Score -3374962 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3375188.000000 Penalty: 4866.930176
	Iteration 16Q: 3 clusters Score -3375188 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3375297.500000 Penalty: 4866.930176
	Iteration 17Q: 3 clusters Score -3375298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3375383.500000 Penalty: 4866.930176
	Iteration 18Q: 3 clusters Score -3375384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3375433.000000 Penalty: 4866.930176
	Iteration 19Q: 3 clusters Score -3375433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3375454.250000 Penalty: 4866.930176
	Iteration 20F: 3 clusters Score -3375454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3375467.250000 Penalty: 4866.930176
	Iteration 21Q: 3 clusters Score -3375467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3375482.000000 Penalty: 4866.930176
	Iteration 22Q: 3 clusters Score -3375482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3375493.750000 Penalty: 4866.930176
	Iteration 23Q: 3 clusters Score -3375494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3375516.250000 Penalty: 4866.930176
	Iteration 24Q: 3 clusters Score -3375516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3375527.000000 Penalty: 4866.930176
	Iteration 25Q: 3 clusters Score -3375527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3375536.750000 Penalty: 4866.930176
	Iteration 26Q: 3 clusters Score -3375537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3375537.750000 Penalty: 4866.930176
	Iteration 27Q: 3 clusters Score -3375538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3375549.250000 Penalty: 4866.930176
	Iteration 28Q: 3 clusters Score -3375549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3375558.000000 Penalty: 4866.930176
	Iteration 29Q: 3 clusters Score -3375558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3375559.500000 Penalty: 4866.930176
	Iteration 30Q: 3 clusters Score -3375560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3375561.000000 Penalty: 4866.930176
	Iteration 31Q: 3 clusters Score -3375561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3375563.500000 Penalty: 4866.930176
	Iteration 32Q: 3 clusters Score -3375564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3375569.000000 Penalty: 4866.930176
	Iteration 33Q: 3 clusters Score -3375569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3375571.750000 Penalty: 4866.930176
	Iteration 34Q: 3 clusters Score -3375572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3375571.250000 Penalty: 4866.930176
	Iteration 35Q: 3 clusters Score -3375571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3375571.250000 Penalty: 4866.930176
	Iteration 36F: 3 clusters Score -3375571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -77940.679688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -77940.68 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 339 members 
Entering Unmasked Estep 
Score: -76345.484375 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -76345.48 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76806.929688 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -76806.93 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77003.625000 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -77003.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77241.187500 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -77241.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77431.226562 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -77431.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77515.929688 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -77515.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77591.125000 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -77591.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77641.218750 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -77641.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77673.843750 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -77673.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77714.742188 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -77714.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77767.390625 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -77767.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77796.585938 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -77796.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77807.882812 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -77807.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77810.960938 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -77810.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77821.882812 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -77821.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77835.046875 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -77835.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77838.914062 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -77838.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77838.914062 Penalty: 3220.901855
	Iteration 17F: 3 clusters Score -77838.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Entering Unmasked Estep 
Score: -8273617.500000 Penalty: 2655.111572
	Iteration 0F: 2 clusters Score -8273618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -8244284.500000 Penalty: 5310.223145
	Iteration 0F: 3 clusters Score -8244284 nChanged 20580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -8256042.500000 Penalty: 5310.223145
	Iteration 1F: 3 clusters Score -8256042 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -8256875.000000 Penalty: 5310.223145
	Iteration 2Q: 3 clusters Score -8256875 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -8257936.500000 Penalty: 5310.223145
	Iteration 3Q: 3 clusters Score -8257936 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -8259077.000000 Penalty: 5310.223145
	Iteration 4Q: 3 clusters Score -8259077 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -8260458.500000 Penalty: 5310.223145
	Iteration 5F: 3 clusters Score -8260458 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -8261951.000000 Penalty: 5310.223145
	Iteration 6F: 3 clusters Score -8261951 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -8263432.000000 Penalty: 5310.223145
	Iteration 7F: 3 clusters Score -8263432 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -8264824.000000 Penalty: 5310.223145
	Iteration 8Q: 3 clusters Score -8264824 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -8265861.500000 Penalty: 5310.223145
	Iteration 9Q: 3 clusters Score -8265862 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -8266559.500000 Penalty: 5310.223145
	Iteration 10Q: 3 clusters Score -8266560 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -8266990.000000 Penalty: 5310.223145
	Iteration 11Q: 3 clusters Score -8266990 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -8267282.500000 Penalty: 5310.223145
	Iteration 12Q: 3 clusters Score -8267282 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -8267550.000000 Penalty: 5310.223145
	Iteration 13Q: 3 clusters Score -8267550 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -8267752.500000 Penalty: 5310.223145
	Iteration 14Q: 3 clusters Score -8267752 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -8267948.500000 Penalty: 5310.223145
	Iteration 15Q: 3 clusters Score -8267948 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -8268200.500000 Penalty: 5310.223145
	Iteration 16Q: 3 clusters Score -8268200 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -8268419.500000 Penalty: 5310.223145
	Iteration 17Q: 3 clusters Score -8268420 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -8268656.000000 Penalty: 5310.223145
	Iteration 18Q: 3 clusters Score -8268656 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -8268915.000000 Penalty: 5310.223145
	Iteration 19Q: 3 clusters Score -8268915 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -8269219.000000 Penalty: 5310.223145
	Iteration 20F: 3 clusters Score -8269219 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -8269501.500000 Penalty: 5310.223145
	Iteration 21Q: 3 clusters Score -8269502 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8269771.000000 Penalty: 5310.223145
	Iteration 22Q: 3 clusters Score -8269771 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -8270052.000000 Penalty: 5310.223145
	Iteration 23Q: 3 clusters Score -8270052 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -8270287.500000 Penalty: 5310.223145
	Iteration 24Q: 3 clusters Score -8270288 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8270506.000000 Penalty: 5310.223145
	Iteration 25Q: 3 clusters Score -8270506 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8270651.500000 Penalty: 5310.223145
	Iteration 26Q: 3 clusters Score -8270652 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8270823.500000 Penalty: 5310.223145
	Iteration 27Q: 3 clusters Score -8270824 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8270936.000000 Penalty: 5310.223145
	Iteration 28Q: 3 clusters Score -8270936 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8271016.000000 Penalty: 5310.223145
	Iteration 29Q: 3 clusters Score -8271016 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8271084.500000 Penalty: 5310.223145
	Iteration 30Q: 3 clusters Score -8271084 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8271172.000000 Penalty: 5310.223145
	Iteration 31Q: 3 clusters Score -8271172 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8271215.000000 Penalty: 5310.223145
	Iteration 32Q: 3 clusters Score -8271215 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8271233.500000 Penalty: 5310.223145
	Iteration 33Q: 3 clusters Score -8271234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8271246.500000 Penalty: 5310.223145
	Iteration 34Q: 3 clusters Score -8271246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8271254.500000 Penalty: 5310.223145
	Iteration 35Q: 3 clusters Score -8271254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8271285.000000 Penalty: 5310.223145
	Iteration 36Q: 3 clusters Score -8271285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8271301.000000 Penalty: 5310.223145
	Iteration 37Q: 3 clusters Score -8271301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8271324.000000 Penalty: 5310.223145
	Iteration 38Q: 3 clusters Score -8271324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8271329.500000 Penalty: 5310.223145
	Iteration 39Q: 3 clusters Score -8271330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8271344.500000 Penalty: 5310.223145
	Iteration 40F: 3 clusters Score -8271344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8271346.000000 Penalty: 5310.223145
	Iteration 41Q: 3 clusters Score -8271346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8271355.500000 Penalty: 5310.223145
	Iteration 42Q: 3 clusters Score -8271356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8271362.500000 Penalty: 5310.223145
	Iteration 43Q: 3 clusters Score -8271362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8271362.000000 Penalty: 5310.223145
	Iteration 44Q: 3 clusters Score -8271362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8271384.500000 Penalty: 5310.223145
	Iteration 45Q: 3 clusters Score -8271384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8271392.000000 Penalty: 5310.223145
	Iteration 46Q: 3 clusters Score -8271392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8271405.500000 Penalty: 5310.223145
	Iteration 47Q: 3 clusters Score -8271406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8271407.000000 Penalty: 5310.223145
	Iteration 48Q: 3 clusters Score -8271407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8271418.000000 Penalty: 5310.223145
	Iteration 49Q: 3 clusters Score -8271418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8271414.500000 Penalty: 5310.223145
	Iteration 50Q: 3 clusters Score -8271414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8271420.500000 Penalty: 5310.223145
	Iteration 51Q: 3 clusters Score -8271420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8271427.500000 Penalty: 5310.223145
	Iteration 52Q: 3 clusters Score -8271428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8271428.000000 Penalty: 5310.223145
	Iteration 53Q: 3 clusters Score -8271428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8271424.000000 Penalty: 5310.223145
	Iteration 54Q: 3 clusters Score -8271424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8271443.500000 Penalty: 5310.223145
	Iteration 55Q: 3 clusters Score -8271444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8271454.000000 Penalty: 5310.223145
	Iteration 56Q: 3 clusters Score -8271454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8271453.000000 Penalty: 5310.223145
	Iteration 57Q: 3 clusters Score -8271453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8271465.000000 Penalty: 5310.223145
	Iteration 58Q: 3 clusters Score -8271465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8271463.500000 Penalty: 5310.223145
	Iteration 59Q: 3 clusters Score -8271464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8271467.000000 Penalty: 5310.223145
	Iteration 60F: 3 clusters Score -8271467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8271472.500000 Penalty: 5310.223145
	Iteration 61Q: 3 clusters Score -8271472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8271468.500000 Penalty: 5310.223145
	Iteration 62Q: 3 clusters Score -8271468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8271474.000000 Penalty: 5310.223145
	Iteration 63Q: 3 clusters Score -8271474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8271474.500000 Penalty: 5310.223145
	Iteration 64Q: 3 clusters Score -8271474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8271479.000000 Penalty: 5310.223145
	Iteration 65Q: 3 clusters Score -8271479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8271487.000000 Penalty: 5310.223145
	Iteration 66Q: 3 clusters Score -8271487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8271489.000000 Penalty: 5310.223145
	Iteration 67Q: 3 clusters Score -8271489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8271480.000000 Penalty: 5310.223145
	Iteration 68Q: 3 clusters Score -8271480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8271476.000000 Penalty: 5310.223145
	Iteration 69Q: 3 clusters Score -8271476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8271484.000000 Penalty: 5310.223145
	Iteration 70Q: 3 clusters Score -8271484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8271483.000000 Penalty: 5310.223145
	Iteration 71Q: 3 clusters Score -8271483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8271484.000000 Penalty: 5310.223145
	Iteration 72Q: 3 clusters Score -8271484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8271483.500000 Penalty: 5310.223145
	Iteration 73Q: 3 clusters Score -8271484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8271483.500000 Penalty: 5310.223145
	Iteration 74F: 3 clusters Score -8271484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -32279.650391 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -32279.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31111.783203 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -31111.78 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31373.261719 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -31373.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31448.759766 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -31448.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31507.388672 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -31507.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31590.625000 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -31590.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31641.050781 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -31641.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31662.632812 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -31662.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31672.478516 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -31672.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31678.541016 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -31678.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31681.130859 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -31681.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31686.855469 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -31686.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31686.855469 Penalty: 2951.518799
	Iteration 11F: 3 clusters Score -31686.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Entering Unmasked Estep 
Score: -8526151.000000 Penalty: 2661.139160
	Iteration 0F: 2 clusters Score -8526151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -8496629.000000 Penalty: 5322.278320
	Iteration 0F: 3 clusters Score -8496629 nChanged 21172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -8508384.000000 Penalty: 5322.278320
	Iteration 1F: 3 clusters Score -8508384 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -8508960.000000 Penalty: 5322.278320
	Iteration 2Q: 3 clusters Score -8508960 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -8509552.000000 Penalty: 5322.278320
	Iteration 3Q: 3 clusters Score -8509552 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -8510213.000000 Penalty: 5322.278320
	Iteration 4Q: 3 clusters Score -8510213 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -8511084.000000 Penalty: 5322.278320
	Iteration 5Q: 3 clusters Score -8511084 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -8512259.000000 Penalty: 5322.278320
	Iteration 6F: 3 clusters Score -8512259 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -8513840.000000 Penalty: 5322.278320
	Iteration 7F: 3 clusters Score -8513840 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -8515727.000000 Penalty: 5322.278320
	Iteration 8F: 3 clusters Score -8515727 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -8517962.000000 Penalty: 5322.278320
	Iteration 9F: 3 clusters Score -8517962 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -8520152.000000 Penalty: 5322.278320
	Iteration 10F: 3 clusters Score -8520152 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -8521807.000000 Penalty: 5322.278320
	Iteration 11Q: 3 clusters Score -8521807 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -8522678.000000 Penalty: 5322.278320
	Iteration 12Q: 3 clusters Score -8522678 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -8523155.000000 Penalty: 5322.278320
	Iteration 13Q: 3 clusters Score -8523155 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -8523497.000000 Penalty: 5322.278320
	Iteration 14Q: 3 clusters Score -8523497 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -8523759.000000 Penalty: 5322.278320
	Iteration 15Q: 3 clusters Score -8523759 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -8523975.000000 Penalty: 5322.278320
	Iteration 16Q: 3 clusters Score -8523975 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -8524173.000000 Penalty: 5322.278320
	Iteration 17Q: 3 clusters Score -8524173 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -8524301.000000 Penalty: 5322.278320
	Iteration 18Q: 3 clusters Score -8524301 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -8524371.000000 Penalty: 5322.278320
	Iteration 19Q: 3 clusters Score -8524371 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -8524447.000000 Penalty: 5322.278320
	Iteration 20F: 3 clusters Score -8524447 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -8524508.000000 Penalty: 5322.278320
	Iteration 21Q: 3 clusters Score -8524508 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -8524575.000000 Penalty: 5322.278320
	Iteration 22Q: 3 clusters Score -8524575 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -8524600.000000 Penalty: 5322.278320
	Iteration 23Q: 3 clusters Score -8524600 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8524641.000000 Penalty: 5322.278320
	Iteration 24Q: 3 clusters Score -8524641 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8524662.000000 Penalty: 5322.278320
	Iteration 25Q: 3 clusters Score -8524662 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8524670.000000 Penalty: 5322.278320
	Iteration 26Q: 3 clusters Score -8524670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -8524642.000000 Penalty: 5322.278320
	Iteration 27Q: 3 clusters Score -8524642 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -8524657.000000 Penalty: 5322.278320
	Iteration 28Q: 3 clusters Score -8524657 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8524658.000000 Penalty: 5322.278320
	Iteration 29Q: 3 clusters Score -8524658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8524679.000000 Penalty: 5322.278320
	Iteration 30Q: 3 clusters Score -8524679 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -8524693.000000 Penalty: 5322.278320
	Iteration 31Q: 3 clusters Score -8524693 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8524712.000000 Penalty: 5322.278320
	Iteration 32Q: 3 clusters Score -8524712 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8524692.000000 Penalty: 5322.278320
	Iteration 33Q: 3 clusters Score -8524692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -8524667.000000 Penalty: 5322.278320
	Iteration 34Q: 3 clusters Score -8524667 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8524653.000000 Penalty: 5322.278320
	Iteration 35Q: 3 clusters Score -8524653 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8524663.000000 Penalty: 5322.278320
	Iteration 36Q: 3 clusters Score -8524663 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8524637.000000 Penalty: 5322.278320
	Iteration 37Q: 3 clusters Score -8524637 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8524628.000000 Penalty: 5322.278320
	Iteration 38Q: 3 clusters Score -8524628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8524632.000000 Penalty: 5322.278320
	Iteration 39Q: 3 clusters Score -8524632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8524633.000000 Penalty: 5322.278320
	Iteration 40F: 3 clusters Score -8524633 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8524631.000000 Penalty: 5322.278320
	Iteration 41Q: 3 clusters Score -8524631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8524643.000000 Penalty: 5322.278320
	Iteration 42Q: 3 clusters Score -8524643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8524651.000000 Penalty: 5322.278320
	Iteration 43Q: 3 clusters Score -8524651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8524625.000000 Penalty: 5322.278320
	Iteration 44Q: 3 clusters Score -8524625 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8524604.000000 Penalty: 5322.278320
	Iteration 45Q: 3 clusters Score -8524604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8524590.000000 Penalty: 5322.278320
	Iteration 46Q: 3 clusters Score -8524590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8524592.000000 Penalty: 5322.278320
	Iteration 47Q: 3 clusters Score -8524592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8524587.000000 Penalty: 5322.278320
	Iteration 48Q: 3 clusters Score -8524587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8524585.000000 Penalty: 5322.278320
	Iteration 49Q: 3 clusters Score -8524585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8524583.000000 Penalty: 5322.278320
	Iteration 50Q: 3 clusters Score -8524583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8524589.000000 Penalty: 5322.278320
	Iteration 51Q: 3 clusters Score -8524589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8524587.000000 Penalty: 5322.278320
	Iteration 52Q: 3 clusters Score -8524587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8524580.000000 Penalty: 5322.278320
	Iteration 53Q: 3 clusters Score -8524580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8524580.000000 Penalty: 5322.278320
	Iteration 54Q: 3 clusters Score -8524580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8524585.000000 Penalty: 5322.278320
	Iteration 55Q: 3 clusters Score -8524585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8524577.000000 Penalty: 5322.278320
	Iteration 56Q: 3 clusters Score -8524577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8524576.000000 Penalty: 5322.278320
	Iteration 57Q: 3 clusters Score -8524576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8524596.000000 Penalty: 5322.278320
	Iteration 58Q: 3 clusters Score -8524596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8524591.000000 Penalty: 5322.278320
	Iteration 59Q: 3 clusters Score -8524591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8524588.000000 Penalty: 5322.278320
	Iteration 60F: 3 clusters Score -8524588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8524593.000000 Penalty: 5322.278320
	Iteration 61Q: 3 clusters Score -8524593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8524589.000000 Penalty: 5322.278320
	Iteration 62Q: 3 clusters Score -8524589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8524578.000000 Penalty: 5322.278320
	Iteration 63Q: 3 clusters Score -8524578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8524575.000000 Penalty: 5322.278320
	Iteration 64Q: 3 clusters Score -8524575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8524577.000000 Penalty: 5322.278320
	Iteration 65Q: 3 clusters Score -8524577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8524574.000000 Penalty: 5322.278320
	Iteration 66Q: 3 clusters Score -8524574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8524565.000000 Penalty: 5322.278320
	Iteration 67Q: 3 clusters Score -8524565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8524564.000000 Penalty: 5322.278320
	Iteration 68Q: 3 clusters Score -8524564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8524571.000000 Penalty: 5322.278320
	Iteration 69Q: 3 clusters Score -8524571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8524561.000000 Penalty: 5322.278320
	Iteration 70Q: 3 clusters Score -8524561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8524569.000000 Penalty: 5322.278320
	Iteration 71Q: 3 clusters Score -8524569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8524576.000000 Penalty: 5322.278320
	Iteration 72Q: 3 clusters Score -8524576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8524575.000000 Penalty: 5322.278320
	Iteration 73Q: 3 clusters Score -8524575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8524577.000000 Penalty: 5322.278320
	Iteration 74Q: 3 clusters Score -8524577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8524577.000000 Penalty: 5322.278320
	Iteration 75F: 3 clusters Score -8524577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Entering Unmasked Estep 
Score: -9082844.000000 Penalty: 2680.059814
	Iteration 0F: 2 clusters Score -9082844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -9051424.000000 Penalty: 5360.119629
	Iteration 0F: 3 clusters Score -9051424 nChanged 22702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -9064288.000000 Penalty: 5360.119629
	Iteration 1F: 3 clusters Score -9064288 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -9064934.000000 Penalty: 5360.119629
	Iteration 2Q: 3 clusters Score -9064934 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -9065782.000000 Penalty: 5360.119629
	Iteration 3Q: 3 clusters Score -9065782 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -9066818.000000 Penalty: 5360.119629
	Iteration 4Q: 3 clusters Score -9066818 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -9068370.000000 Penalty: 5360.119629
	Iteration 5F: 3 clusters Score -9068370 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -9070420.000000 Penalty: 5360.119629
	Iteration 6F: 3 clusters Score -9070420 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -9072990.000000 Penalty: 5360.119629
	Iteration 7F: 3 clusters Score -9072990 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -9075690.000000 Penalty: 5360.119629
	Iteration 8F: 3 clusters Score -9075690 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -9077487.000000 Penalty: 5360.119629
	Iteration 9F: 3 clusters Score -9077487 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -9078216.000000 Penalty: 5360.119629
	Iteration 10Q: 3 clusters Score -9078216 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -9078647.000000 Penalty: 5360.119629
	Iteration 11Q: 3 clusters Score -9078647 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -9079002.000000 Penalty: 5360.119629
	Iteration 12Q: 3 clusters Score -9079002 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -9079350.000000 Penalty: 5360.119629
	Iteration 13Q: 3 clusters Score -9079350 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -9079658.000000 Penalty: 5360.119629
	Iteration 14Q: 3 clusters Score -9079658 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -9079998.000000 Penalty: 5360.119629
	Iteration 15Q: 3 clusters Score -9079998 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -9080251.000000 Penalty: 5360.119629
	Iteration 16Q: 3 clusters Score -9080251 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -9080545.000000 Penalty: 5360.119629
	Iteration 17Q: 3 clusters Score -9080545 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -9080711.000000 Penalty: 5360.119629
	Iteration 18Q: 3 clusters Score -9080711 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -9080890.000000 Penalty: 5360.119629
	Iteration 19Q: 3 clusters Score -9080890 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -9081081.000000 Penalty: 5360.119629
	Iteration 20F: 3 clusters Score -9081081 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -9081206.000000 Penalty: 5360.119629
	Iteration 21Q: 3 clusters Score -9081206 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -9081356.000000 Penalty: 5360.119629
	Iteration 22Q: 3 clusters Score -9081356 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -9081546.000000 Penalty: 5360.119629
	Iteration 23Q: 3 clusters Score -9081546 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -9081661.000000 Penalty: 5360.119629
	Iteration 24Q: 3 clusters Score -9081661 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -9081766.000000 Penalty: 5360.119629
	Iteration 25Q: 3 clusters Score -9081766 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -9081829.000000 Penalty: 5360.119629
	Iteration 26Q: 3 clusters Score -9081829 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -9081915.000000 Penalty: 5360.119629
	Iteration 27Q: 3 clusters Score -9081915 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -9082031.000000 Penalty: 5360.119629
	Iteration 28Q: 3 clusters Score -9082031 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -9082079.000000 Penalty: 5360.119629
	Iteration 29Q: 3 clusters Score -9082079 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -9082145.000000 Penalty: 5360.119629
	Iteration 30Q: 3 clusters Score -9082145 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -9082172.000000 Penalty: 5360.119629
	Iteration 31Q: 3 clusters Score -9082172 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -9082232.000000 Penalty: 5360.119629
	Iteration 32Q: 3 clusters Score -9082232 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -9082243.000000 Penalty: 5360.119629
	Iteration 33Q: 3 clusters Score -9082243 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -9082277.000000 Penalty: 5360.119629
	Iteration 34Q: 3 clusters Score -9082277 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -9082298.000000 Penalty: 5360.119629
	Iteration 35Q: 3 clusters Score -9082298 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -9082321.000000 Penalty: 5360.119629
	Iteration 36Q: 3 clusters Score -9082321 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -9082312.000000 Penalty: 5360.119629
	Iteration 37Q: 3 clusters Score -9082312 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -9082286.000000 Penalty: 5360.119629
	Iteration 38Q: 3 clusters Score -9082286 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -9082263.000000 Penalty: 5360.119629
	Iteration 39Q: 3 clusters Score -9082263 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -9082279.000000 Penalty: 5360.119629
	Iteration 40F: 3 clusters Score -9082279 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -9082249.000000 Penalty: 5360.119629
	Iteration 41Q: 3 clusters Score -9082249 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -9082219.000000 Penalty: 5360.119629
	Iteration 42Q: 3 clusters Score -9082219 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -9082216.000000 Penalty: 5360.119629
	Iteration 43Q: 3 clusters Score -9082216 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -9082196.000000 Penalty: 5360.119629
	Iteration 44Q: 3 clusters Score -9082196 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -9082170.000000 Penalty: 5360.119629
	Iteration 45Q: 3 clusters Score -9082170 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -9082144.000000 Penalty: 5360.119629
	Iteration 46Q: 3 clusters Score -9082144 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -9082093.000000 Penalty: 5360.119629
	Iteration 47Q: 3 clusters Score -9082093 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -9082055.000000 Penalty: 5360.119629
	Iteration 48Q: 3 clusters Score -9082055 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -9082015.000000 Penalty: 5360.119629
	Iteration 49Q: 3 clusters Score -9082015 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -9081989.000000 Penalty: 5360.119629
	Iteration 50Q: 3 clusters Score -9081989 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -9081972.000000 Penalty: 5360.119629
	Iteration 51Q: 3 clusters Score -9081972 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -9081948.000000 Penalty: 5360.119629
	Iteration 52Q: 3 clusters Score -9081948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -9081906.000000 Penalty: 5360.119629
	Iteration 53Q: 3 clusters Score -9081906 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -9081868.000000 Penalty: 5360.119629
	Iteration 54Q: 3 clusters Score -9081868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -9081852.000000 Penalty: 5360.119629
	Iteration 55Q: 3 clusters Score -9081852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -9081831.000000 Penalty: 5360.119629
	Iteration 56Q: 3 clusters Score -9081831 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -9081806.000000 Penalty: 5360.119629
	Iteration 57Q: 3 clusters Score -9081806 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -9081807.000000 Penalty: 5360.119629
	Iteration 58Q: 3 clusters Score -9081807 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9081771.000000 Penalty: 5360.119629
	Iteration 59Q: 3 clusters Score -9081771 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -9081746.000000 Penalty: 5360.119629
	Iteration 60F: 3 clusters Score -9081746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9081727.000000 Penalty: 5360.119629
	Iteration 61Q: 3 clusters Score -9081727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -9081688.000000 Penalty: 5360.119629
	Iteration 62Q: 3 clusters Score -9081688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9081689.000000 Penalty: 5360.119629
	Iteration 63Q: 3 clusters Score -9081689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -9081672.000000 Penalty: 5360.119629
	Iteration 64Q: 3 clusters Score -9081672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -9081688.000000 Penalty: 5360.119629
	Iteration 65Q: 3 clusters Score -9081688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9081672.000000 Penalty: 5360.119629
	Iteration 66Q: 3 clusters Score -9081672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -9081659.000000 Penalty: 5360.119629
	Iteration 67Q: 3 clusters Score -9081659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9081657.000000 Penalty: 5360.119629
	Iteration 68Q: 3 clusters Score -9081657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9081663.000000 Penalty: 5360.119629
	Iteration 69Q: 3 clusters Score -9081663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9081641.000000 Penalty: 5360.119629
	Iteration 70Q: 3 clusters Score -9081641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9081644.000000 Penalty: 5360.119629
	Iteration 71Q: 3 clusters Score -9081644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -9081650.000000 Penalty: 5360.119629
	Iteration 72Q: 3 clusters Score -9081650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -9081641.000000 Penalty: 5360.119629
	Iteration 73Q: 3 clusters Score -9081641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9081642.000000 Penalty: 5360.119629
	Iteration 74Q: 3 clusters Score -9081642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -9081644.000000 Penalty: 5360.119629
	Iteration 75Q: 3 clusters Score -9081644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -9081626.000000 Penalty: 5360.119629
	Iteration 76Q: 3 clusters Score -9081626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9081638.000000 Penalty: 5360.119629
	Iteration 77Q: 3 clusters Score -9081638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9081623.000000 Penalty: 5360.119629
	Iteration 78Q: 3 clusters Score -9081623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -9081613.000000 Penalty: 5360.119629
	Iteration 79Q: 3 clusters Score -9081613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9081614.000000 Penalty: 5360.119629
	Iteration 80F: 3 clusters Score -9081614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -9081591.000000 Penalty: 5360.119629
	Iteration 81Q: 3 clusters Score -9081591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -9081602.000000 Penalty: 5360.119629
	Iteration 82Q: 3 clusters Score -9081602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -9081600.000000 Penalty: 5360.119629
	Iteration 83Q: 3 clusters Score -9081600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -9081595.000000 Penalty: 5360.119629
	Iteration 84Q: 3 clusters Score -9081595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -9081593.000000 Penalty: 5360.119629
	Iteration 85Q: 3 clusters Score -9081593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -9081593.000000 Penalty: 5360.119629
	Iteration 86Q: 3 clusters Score -9081593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9081593.000000 Penalty: 5360.119629
	Iteration 87Q: 3 clusters Score -9081593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -9081596.000000 Penalty: 5360.119629
	Iteration 88Q: 3 clusters Score -9081596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9081595.000000 Penalty: 5360.119629
	Iteration 89Q: 3 clusters Score -9081595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9081584.000000 Penalty: 5360.119629
	Iteration 90Q: 3 clusters Score -9081584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9081583.000000 Penalty: 5360.119629
	Iteration 91Q: 3 clusters Score -9081583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -9081579.000000 Penalty: 5360.119629
	Iteration 92Q: 3 clusters Score -9081579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9081580.000000 Penalty: 5360.119629
	Iteration 93Q: 3 clusters Score -9081580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9081582.000000 Penalty: 5360.119629
	Iteration 94Q: 3 clusters Score -9081582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -9081577.000000 Penalty: 5360.119629
	Iteration 95Q: 3 clusters Score -9081577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9081577.000000 Penalty: 5360.119629
	Iteration 96Q: 3 clusters Score -9081577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9081579.000000 Penalty: 5360.119629
	Iteration 97Q: 3 clusters Score -9081579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9081574.000000 Penalty: 5360.119629
	Iteration 98Q: 3 clusters Score -9081574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9081564.000000 Penalty: 5360.119629
	Iteration 99Q: 3 clusters Score -9081564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -9081571.000000 Penalty: 5360.119629
	Iteration 100F: 3 clusters Score -9081571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9081560.000000 Penalty: 5360.119629
	Iteration 101Q: 3 clusters Score -9081560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9081543.000000 Penalty: 5360.119629
	Iteration 102Q: 3 clusters Score -9081543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9081542.000000 Penalty: 5360.119629
	Iteration 103Q: 3 clusters Score -9081542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9081540.000000 Penalty: 5360.119629
	Iteration 104Q: 3 clusters Score -9081540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9081538.000000 Penalty: 5360.119629
	Iteration 105Q: 3 clusters Score -9081538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9081523.000000 Penalty: 5360.119629
	Iteration 106Q: 3 clusters Score -9081523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9081522.000000 Penalty: 5360.119629
	Iteration 107Q: 3 clusters Score -9081522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9081526.000000 Penalty: 5360.119629
	Iteration 108Q: 3 clusters Score -9081526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -9081525.000000 Penalty: 5360.119629
	Iteration 109Q: 3 clusters Score -9081525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -9081516.000000 Penalty: 5360.119629
	Iteration 110Q: 3 clusters Score -9081516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9081521.000000 Penalty: 5360.119629
	Iteration 111Q: 3 clusters Score -9081521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -9081521.000000 Penalty: 5360.119629
	Iteration 112Q: 3 clusters Score -9081521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -9081519.000000 Penalty: 5360.119629
	Iteration 113Q: 3 clusters Score -9081519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -9081516.000000 Penalty: 5360.119629
	Iteration 114Q: 3 clusters Score -9081516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9081518.000000 Penalty: 5360.119629
	Iteration 115Q: 3 clusters Score -9081518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9081510.000000 Penalty: 5360.119629
	Iteration 116Q: 3 clusters Score -9081510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9081496.000000 Penalty: 5360.119629
	Iteration 117Q: 3 clusters Score -9081496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9081497.000000 Penalty: 5360.119629
	Iteration 118Q: 3 clusters Score -9081497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -9081494.000000 Penalty: 5360.119629
	Iteration 119Q: 3 clusters Score -9081494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9081489.000000 Penalty: 5360.119629
	Iteration 120F: 3 clusters Score -9081489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9081485.000000 Penalty: 5360.119629
	Iteration 121Q: 3 clusters Score -9081485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9081489.000000 Penalty: 5360.119629
	Iteration 122Q: 3 clusters Score -9081489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9081485.000000 Penalty: 5360.119629
	Iteration 123Q: 3 clusters Score -9081485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9081495.000000 Penalty: 5360.119629
	Iteration 124Q: 3 clusters Score -9081495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -9081498.000000 Penalty: 5360.119629
	Iteration 125Q: 3 clusters Score -9081498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9081481.000000 Penalty: 5360.119629
	Iteration 126Q: 3 clusters Score -9081481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -9081482.000000 Penalty: 5360.119629
	Iteration 127Q: 3 clusters Score -9081482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9081468.000000 Penalty: 5360.119629
	Iteration 128Q: 3 clusters Score -9081468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9081467.000000 Penalty: 5360.119629
	Iteration 129Q: 3 clusters Score -9081467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9081460.000000 Penalty: 5360.119629
	Iteration 130Q: 3 clusters Score -9081460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9081460.000000 Penalty: 5360.119629
	Iteration 131Q: 3 clusters Score -9081460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -9081462.000000 Penalty: 5360.119629
	Iteration 132Q: 3 clusters Score -9081462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9081461.000000 Penalty: 5360.119629
	Iteration 133Q: 3 clusters Score -9081461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9081450.000000 Penalty: 5360.119629
	Iteration 134Q: 3 clusters Score -9081450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9081455.000000 Penalty: 5360.119629
	Iteration 135Q: 3 clusters Score -9081455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9081446.000000 Penalty: 5360.119629
	Iteration 136Q: 3 clusters Score -9081446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9081459.000000 Penalty: 5360.119629
	Iteration 137Q: 3 clusters Score -9081459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9081457.000000 Penalty: 5360.119629
	Iteration 138Q: 3 clusters Score -9081457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9081454.000000 Penalty: 5360.119629
	Iteration 139Q: 3 clusters Score -9081454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9081462.000000 Penalty: 5360.119629
	Iteration 140F: 3 clusters Score -9081462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9081466.000000 Penalty: 5360.119629
	Iteration 141Q: 3 clusters Score -9081466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9081467.000000 Penalty: 5360.119629
	Iteration 142Q: 3 clusters Score -9081467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9081467.000000 Penalty: 5360.119629
	Iteration 143Q: 3 clusters Score -9081467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9081458.000000 Penalty: 5360.119629
	Iteration 144Q: 3 clusters Score -9081458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9081456.000000 Penalty: 5360.119629
	Iteration 145Q: 3 clusters Score -9081456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9081459.000000 Penalty: 5360.119629
	Iteration 146Q: 3 clusters Score -9081459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9081459.000000 Penalty: 5360.119629
	Iteration 147F: 3 clusters Score -9081459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Entering Unmasked Estep 
Score: -9259414.000000 Penalty: 2685.286133
	Iteration 0F: 2 clusters Score -9259414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -9227968.000000 Penalty: 5370.572266
	Iteration 0F: 3 clusters Score -9227968 nChanged 23363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -9240875.000000 Penalty: 5370.572266
	Iteration 1F: 3 clusters Score -9240875 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -9241471.000000 Penalty: 5370.572266
	Iteration 2Q: 3 clusters Score -9241471 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -9242138.000000 Penalty: 5370.572266
	Iteration 3Q: 3 clusters Score -9242138 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -9242957.000000 Penalty: 5370.572266
	Iteration 4Q: 3 clusters Score -9242957 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -9244195.000000 Penalty: 5370.572266
	Iteration 5Q: 3 clusters Score -9244195 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -9245966.000000 Penalty: 5370.572266
	Iteration 6F: 3 clusters Score -9245966 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -9248310.000000 Penalty: 5370.572266
	Iteration 7F: 3 clusters Score -9248310 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -9251031.000000 Penalty: 5370.572266
	Iteration 8F: 3 clusters Score -9251031 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -9253561.000000 Penalty: 5370.572266
	Iteration 9F: 3 clusters Score -9253561 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -9255148.000000 Penalty: 5370.572266
	Iteration 10Q: 3 clusters Score -9255148 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -9255858.000000 Penalty: 5370.572266
	Iteration 11Q: 3 clusters Score -9255858 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -9256317.000000 Penalty: 5370.572266
	Iteration 12Q: 3 clusters Score -9256317 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -9256507.000000 Penalty: 5370.572266
	Iteration 13Q: 3 clusters Score -9256507 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9256696.000000 Penalty: 5370.572266
	Iteration 14Q: 3 clusters Score -9256696 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9256830.000000 Penalty: 5370.572266
	Iteration 15Q: 3 clusters Score -9256830 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9256987.000000 Penalty: 5370.572266
	Iteration 16Q: 3 clusters Score -9256987 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9257023.000000 Penalty: 5370.572266
	Iteration 17Q: 3 clusters Score -9257023 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9257048.000000 Penalty: 5370.572266
	Iteration 18Q: 3 clusters Score -9257048 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9257097.000000 Penalty: 5370.572266
	Iteration 19Q: 3 clusters Score -9257097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9257127.000000 Penalty: 5370.572266
	Iteration 20F: 3 clusters Score -9257127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9257147.000000 Penalty: 5370.572266
	Iteration 21Q: 3 clusters Score -9257147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9257173.000000 Penalty: 5370.572266
	Iteration 22Q: 3 clusters Score -9257173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9257177.000000 Penalty: 5370.572266
	Iteration 23Q: 3 clusters Score -9257177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9257214.000000 Penalty: 5370.572266
	Iteration 24Q: 3 clusters Score -9257214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9257242.000000 Penalty: 5370.572266
	Iteration 25Q: 3 clusters Score -9257242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9257239.000000 Penalty: 5370.572266
	Iteration 26Q: 3 clusters Score -9257239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9257242.000000 Penalty: 5370.572266
	Iteration 27Q: 3 clusters Score -9257242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9257244.000000 Penalty: 5370.572266
	Iteration 28Q: 3 clusters Score -9257244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9257244.000000 Penalty: 5370.572266
	Iteration 29F: 3 clusters Score -9257244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Entering Unmasked Estep 
Score: -8039854.000000 Penalty: 2647.922852
	Iteration 0F: 2 clusters Score -8039854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -8010860.000000 Penalty: 5295.845703
	Iteration 0F: 3 clusters Score -8010860 nChanged 20089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -8022020.500000 Penalty: 5295.845703
	Iteration 1F: 3 clusters Score -8022020 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -8022519.000000 Penalty: 5295.845703
	Iteration 2Q: 3 clusters Score -8022519 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -8023229.000000 Penalty: 5295.845703
	Iteration 3Q: 3 clusters Score -8023229 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -8024177.500000 Penalty: 5295.845703
	Iteration 4Q: 3 clusters Score -8024178 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -8025477.500000 Penalty: 5295.845703
	Iteration 5Q: 3 clusters Score -8025478 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -8027013.500000 Penalty: 5295.845703
	Iteration 6F: 3 clusters Score -8027014 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -8028660.500000 Penalty: 5295.845703
	Iteration 7F: 3 clusters Score -8028660 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -8030318.000000 Penalty: 5295.845703
	Iteration 8F: 3 clusters Score -8030318 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -8032008.000000 Penalty: 5295.845703
	Iteration 9F: 3 clusters Score -8032008 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -8033492.000000 Penalty: 5295.845703
	Iteration 10Q: 3 clusters Score -8033492 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -8034719.000000 Penalty: 5295.845703
	Iteration 11Q: 3 clusters Score -8034719 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -8035655.500000 Penalty: 5295.845703
	Iteration 12Q: 3 clusters Score -8035656 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8036314.500000 Penalty: 5295.845703
	Iteration 13Q: 3 clusters Score -8036314 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8036800.500000 Penalty: 5295.845703
	Iteration 14Q: 3 clusters Score -8036800 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8037168.500000 Penalty: 5295.845703
	Iteration 15Q: 3 clusters Score -8037168 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8037401.000000 Penalty: 5295.845703
	Iteration 16Q: 3 clusters Score -8037401 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8037546.500000 Penalty: 5295.845703
	Iteration 17Q: 3 clusters Score -8037546 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8037650.000000 Penalty: 5295.845703
	Iteration 18Q: 3 clusters Score -8037650 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8037661.000000 Penalty: 5295.845703
	Iteration 19Q: 3 clusters Score -8037661 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8037700.500000 Penalty: 5295.845703
	Iteration 20F: 3 clusters Score -8037700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8037732.500000 Penalty: 5295.845703
	Iteration 21Q: 3 clusters Score -8037732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8037736.500000 Penalty: 5295.845703
	Iteration 22Q: 3 clusters Score -8037736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8037747.500000 Penalty: 5295.845703
	Iteration 23Q: 3 clusters Score -8037748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8037774.500000 Penalty: 5295.845703
	Iteration 24Q: 3 clusters Score -8037774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8037776.000000 Penalty: 5295.845703
	Iteration 25Q: 3 clusters Score -8037776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8037798.000000 Penalty: 5295.845703
	Iteration 26Q: 3 clusters Score -8037798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8037808.000000 Penalty: 5295.845703
	Iteration 27Q: 3 clusters Score -8037808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8037807.000000 Penalty: 5295.845703
	Iteration 28Q: 3 clusters Score -8037807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8037822.000000 Penalty: 5295.845703
	Iteration 29Q: 3 clusters Score -8037822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8037823.000000 Penalty: 5295.845703
	Iteration 30Q: 3 clusters Score -8037823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8037821.000000 Penalty: 5295.845703
	Iteration 31Q: 3 clusters Score -8037821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8037821.000000 Penalty: 5295.845703
	Iteration 32Q: 3 clusters Score -8037821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8037823.500000 Penalty: 5295.845703
	Iteration 33Q: 3 clusters Score -8037824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8037830.000000 Penalty: 5295.845703
	Iteration 34Q: 3 clusters Score -8037830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8037829.000000 Penalty: 5295.845703
	Iteration 35Q: 3 clusters Score -8037829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8037831.000000 Penalty: 5295.845703
	Iteration 36Q: 3 clusters Score -8037831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8037830.500000 Penalty: 5295.845703
	Iteration 37Q: 3 clusters Score -8037830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8037831.000000 Penalty: 5295.845703
	Iteration 38Q: 3 clusters Score -8037831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8037833.500000 Penalty: 5295.845703
	Iteration 39Q: 3 clusters Score -8037834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8037836.500000 Penalty: 5295.845703
	Iteration 40F: 3 clusters Score -8037836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8037841.500000 Penalty: 5295.845703
	Iteration 41Q: 3 clusters Score -8037842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8037842.000000 Penalty: 5295.845703
	Iteration 42Q: 3 clusters Score -8037842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8037845.500000 Penalty: 5295.845703
	Iteration 43Q: 3 clusters Score -8037846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8037846.500000 Penalty: 5295.845703
	Iteration 44Q: 3 clusters Score -8037846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8037848.500000 Penalty: 5295.845703
	Iteration 45Q: 3 clusters Score -8037848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8037856.000000 Penalty: 5295.845703
	Iteration 46Q: 3 clusters Score -8037856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8037856.000000 Penalty: 5295.845703
	Iteration 47Q: 3 clusters Score -8037856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8037858.000000 Penalty: 5295.845703
	Iteration 48Q: 3 clusters Score -8037858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8037855.500000 Penalty: 5295.845703
	Iteration 49Q: 3 clusters Score -8037856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8037860.500000 Penalty: 5295.845703
	Iteration 50Q: 3 clusters Score -8037860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8037857.500000 Penalty: 5295.845703
	Iteration 51Q: 3 clusters Score -8037858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8037853.500000 Penalty: 5295.845703
	Iteration 52Q: 3 clusters Score -8037854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8037855.000000 Penalty: 5295.845703
	Iteration 53Q: 3 clusters Score -8037855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8037856.000000 Penalty: 5295.845703
	Iteration 54Q: 3 clusters Score -8037856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8037852.000000 Penalty: 5295.845703
	Iteration 55Q: 3 clusters Score -8037852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8037857.000000 Penalty: 5295.845703
	Iteration 56Q: 3 clusters Score -8037857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8037855.500000 Penalty: 5295.845703
	Iteration 57Q: 3 clusters Score -8037856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8037864.500000 Penalty: 5295.845703
	Iteration 58Q: 3 clusters Score -8037864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8037867.500000 Penalty: 5295.845703
	Iteration 59Q: 3 clusters Score -8037868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8037873.500000 Penalty: 5295.845703
	Iteration 60F: 3 clusters Score -8037874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8037874.500000 Penalty: 5295.845703
	Iteration 61Q: 3 clusters Score -8037874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8037872.500000 Penalty: 5295.845703
	Iteration 62Q: 3 clusters Score -8037872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8037872.000000 Penalty: 5295.845703
	Iteration 63Q: 3 clusters Score -8037872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8037871.500000 Penalty: 5295.845703
	Iteration 64Q: 3 clusters Score -8037872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8037872.500000 Penalty: 5295.845703
	Iteration 65Q: 3 clusters Score -8037872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8037872.500000 Penalty: 5295.845703
	Iteration 66F: 3 clusters Score -8037872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Entering Unmasked Estep 
Score: -10029203.000000 Penalty: 2700.991455
	Iteration 0F: 2 clusters Score -1.00292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -9999915.000000 Penalty: 5401.982910
	Iteration 0F: 3 clusters Score -9999915 nChanged 24880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -10013728.000000 Penalty: 5401.982910
	Iteration 1F: 3 clusters Score -1.001373e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -10014172.000000 Penalty: 5401.982910
	Iteration 2Q: 3 clusters Score -1.001417e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -10014666.000000 Penalty: 5401.982910
	Iteration 3Q: 3 clusters Score -1.001467e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -10015202.000000 Penalty: 5401.982910
	Iteration 4Q: 3 clusters Score -1.00152e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -10016084.000000 Penalty: 5401.982910
	Iteration 5Q: 3 clusters Score -1.001608e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -10017486.000000 Penalty: 5401.982910
	Iteration 6F: 3 clusters Score -1.001749e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -10019754.000000 Penalty: 5401.982910
	Iteration 7F: 3 clusters Score -1.001975e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -10022567.000000 Penalty: 5401.982910
	Iteration 8F: 3 clusters Score -1.002257e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -10024394.000000 Penalty: 5401.982910
	Iteration 9F: 3 clusters Score -1.002439e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -10025288.000000 Penalty: 5401.982910
	Iteration 10F: 3 clusters Score -1.002529e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -10026032.000000 Penalty: 5401.982910
	Iteration 11Q: 3 clusters Score -1.002603e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -10026469.000000 Penalty: 5401.982910
	Iteration 12Q: 3 clusters Score -1.002647e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -10026644.000000 Penalty: 5401.982910
	Iteration 13Q: 3 clusters Score -1.002664e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -10026780.000000 Penalty: 5401.982910
	Iteration 14Q: 3 clusters Score -1.002678e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -10026828.000000 Penalty: 5401.982910
	Iteration 15Q: 3 clusters Score -1.002683e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -10026877.000000 Penalty: 5401.982910
	Iteration 16Q: 3 clusters Score -1.002688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -10026903.000000 Penalty: 5401.982910
	Iteration 17Q: 3 clusters Score -1.00269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -10026915.000000 Penalty: 5401.982910
	Iteration 18Q: 3 clusters Score -1.002692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -10026905.000000 Penalty: 5401.982910
	Iteration 19Q: 3 clusters Score -1.00269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -10026920.000000 Penalty: 5401.982910
	Iteration 20F: 3 clusters Score -1.002692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -10026927.000000 Penalty: 5401.982910
	Iteration 21Q: 3 clusters Score -1.002693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -10026934.000000 Penalty: 5401.982910
	Iteration 22Q: 3 clusters Score -1.002693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -10026932.000000 Penalty: 5401.982910
	Iteration 23Q: 3 clusters Score -1.002693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -10026929.000000 Penalty: 5401.982910
	Iteration 24Q: 3 clusters Score -1.002693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -10026928.000000 Penalty: 5401.982910
	Iteration 25Q: 3 clusters Score -1.002693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -10026934.000000 Penalty: 5401.982910
	Iteration 26Q: 3 clusters Score -1.002693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -10026934.000000 Penalty: 5401.982910
	Iteration 27F: 3 clusters Score -1.002693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Entering Unmasked Estep 
Score: -9412969.000000 Penalty: 2682.321045
	Iteration 0F: 2 clusters Score -9412969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -9385024.000000 Penalty: 5364.642090
	Iteration 0F: 3 clusters Score -9385024 nChanged 23082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -9397963.000000 Penalty: 5364.642090
	Iteration 1F: 3 clusters Score -9397963 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -9398761.000000 Penalty: 5364.642090
	Iteration 2Q: 3 clusters Score -9398761 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -9399612.000000 Penalty: 5364.642090
	Iteration 3Q: 3 clusters Score -9399612 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -9400731.000000 Penalty: 5364.642090
	Iteration 4F: 3 clusters Score -9400731 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -9402239.000000 Penalty: 5364.642090
	Iteration 5F: 3 clusters Score -9402239 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -9404308.000000 Penalty: 5364.642090
	Iteration 6F: 3 clusters Score -9404308 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -9406571.000000 Penalty: 5364.642090
	Iteration 7F: 3 clusters Score -9406571 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -9408516.000000 Penalty: 5364.642090
	Iteration 8F: 3 clusters Score -9408516 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -9410171.000000 Penalty: 5364.642090
	Iteration 9Q: 3 clusters Score -9410171 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -9411093.000000 Penalty: 5364.642090
	Iteration 10Q: 3 clusters Score -9411093 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -9411608.000000 Penalty: 5364.642090
	Iteration 11Q: 3 clusters Score -9411608 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -9411771.000000 Penalty: 5364.642090
	Iteration 12Q: 3 clusters Score -9411771 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -9411823.000000 Penalty: 5364.642090
	Iteration 13Q: 3 clusters Score -9411823 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -9411785.000000 Penalty: 5364.642090
	Iteration 14Q: 3 clusters Score -9411785 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -9411723.000000 Penalty: 5364.642090
	Iteration 15Q: 3 clusters Score -9411723 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9411655.000000 Penalty: 5364.642090
	Iteration 16Q: 3 clusters Score -9411655 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -9411575.000000 Penalty: 5364.642090
	Iteration 17Q: 3 clusters Score -9411575 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9411499.000000 Penalty: 5364.642090
	Iteration 18Q: 3 clusters Score -9411499 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9411474.000000 Penalty: 5364.642090
	Iteration 19Q: 3 clusters Score -9411474 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9411420.000000 Penalty: 5364.642090
	Iteration 20F: 3 clusters Score -9411420 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9411379.000000 Penalty: 5364.642090
	Iteration 21Q: 3 clusters Score -9411379 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9411354.000000 Penalty: 5364.642090
	Iteration 22Q: 3 clusters Score -9411354 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9411343.000000 Penalty: 5364.642090
	Iteration 23Q: 3 clusters Score -9411343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9411335.000000 Penalty: 5364.642090
	Iteration 24Q: 3 clusters Score -9411335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9411320.000000 Penalty: 5364.642090
	Iteration 25Q: 3 clusters Score -9411320 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9411327.000000 Penalty: 5364.642090
	Iteration 26Q: 3 clusters Score -9411327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9411319.000000 Penalty: 5364.642090
	Iteration 27Q: 3 clusters Score -9411319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9411308.000000 Penalty: 5364.642090
	Iteration 28Q: 3 clusters Score -9411308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9411311.000000 Penalty: 5364.642090
	Iteration 29Q: 3 clusters Score -9411311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9411305.000000 Penalty: 5364.642090
	Iteration 30Q: 3 clusters Score -9411305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9411294.000000 Penalty: 5364.642090
	Iteration 31Q: 3 clusters Score -9411294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9411303.000000 Penalty: 5364.642090
	Iteration 32Q: 3 clusters Score -9411303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9411286.000000 Penalty: 5364.642090
	Iteration 33Q: 3 clusters Score -9411286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9411284.000000 Penalty: 5364.642090
	Iteration 34Q: 3 clusters Score -9411284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9411281.000000 Penalty: 5364.642090
	Iteration 35Q: 3 clusters Score -9411281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9411278.000000 Penalty: 5364.642090
	Iteration 36Q: 3 clusters Score -9411278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9411276.000000 Penalty: 5364.642090
	Iteration 37Q: 3 clusters Score -9411276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9411276.000000 Penalty: 5364.642090
	Iteration 38F: 3 clusters Score -9411276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -221404.296875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -221404.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -219287.000000 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -219287 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -219825.187500 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -219825.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -220040.015625 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -220040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -220185.562500 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -220185.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -220298.437500 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -220298.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -220404.546875 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -220404.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -220476.937500 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -220476.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220515.031250 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -220515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -220529.687500 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -220529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -220539.109375 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -220539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -220541.140625 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -220541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -220541.140625 Penalty: 3579.852051
	Iteration 11F: 3 clusters Score -220541.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -132150.468750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -132150.5 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 443 members 
Entering Unmasked Estep 
Score: -130351.171875 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -130351.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -130935.671875 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -130935.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -131227.218750 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131227.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -131478.593750 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -131478.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -131633.625000 Penalty: 3395.556396
	Iteration 4F: 3 clusters Score -131633.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -131670.437500 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -131670.4 nChanged 7
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: -131688.796875 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -131688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -131696.343750 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -131696.3 nChanged 1
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: -131696.640625 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -131696.6 nChanged 0
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: -131696.640625 Penalty: 3395.556396
	Iteration 9F: 3 clusters Score -131696.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -60950.285156 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -60950.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59688.382812 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -59688.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59891.539062 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -59891.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59945.656250 Penalty: 2950.225586
	Iteration 2Q: 3 clusters Score -59945.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59966.832031 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -59966.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59981.648438 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -59981.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59988.085938 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -59988.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59998.859375 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -59998.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60001.949219 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -60001.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60001.949219 Penalty: 2950.225586
	Iteration 8F: 3 clusters Score -60001.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -404618.187500 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -404618.2 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 1209 members 
Entering Unmasked Estep 
Score: -401752.218750 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -401752.2 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -402319.250000 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -402319.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -402512.906250 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -402512.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -402671.062500 Penalty: 3846.860596
	Iteration 3F: 3 clusters Score -402671.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -402822.906250 Penalty: 3846.860596
	Iteration 4F: 3 clusters Score -402822.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -402979.906250 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -402979.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -403142.250000 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -403142.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -403339.406250 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -403339.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -403487.468750 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -403487.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -403576.500000 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -403576.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -403630.468750 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -403630.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -403672.406250 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -403672.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -403706.062500 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -403706.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -403733.437500 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -403733.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -403755.031250 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -403755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -403771.187500 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -403771.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -403779.687500 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -403779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -403787.218750 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -403787.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -403794.937500 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -403794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -403797.375000 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -403797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -403798.000000 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -403798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -484409.250000 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -484409.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -481350.375000 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -481350.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -481941.906250 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -481941.9 nChanged 208
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: -482104.281250 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -482104.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -482200.500000 Penalty: 3900.561768
	Iteration 3Q: 3 clusters Score -482200.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -482256.093750 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -482256.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -482297.125000 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -482297.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -482341.125000 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -482341.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -482382.343750 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -482382.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -482409.125000 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -482409.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -482431.093750 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -482431.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -482446.968750 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -482447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -482460.937500 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -482460.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -482470.500000 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -482470.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -482473.093750 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -482473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -482477.906250 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -482477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -482479.156250 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -482479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -482483.468750 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -482483.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -482486.406250 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -482486.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -482489.781250 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -482489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -482492.812500 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -482492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -482495.031250 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -482495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -482494.906250 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -482494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -482496.000000 Penalty: 3900.561768
	Iteration 22Q: 3 clusters Score -482496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -482496.718750 Penalty: 3900.561768
	Iteration 23Q: 3 clusters Score -482496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -482498.812500 Penalty: 3900.561768
	Iteration 24Q: 3 clusters Score -482498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -482500.812500 Penalty: 3900.561768
	Iteration 25Q: 3 clusters Score -482500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -482503.468750 Penalty: 3900.561768
	Iteration 26Q: 3 clusters Score -482503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -482506.156250 Penalty: 3900.561768
	Iteration 27Q: 3 clusters Score -482506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -482506.656250 Penalty: 3900.561768
	Iteration 28Q: 3 clusters Score -482506.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -482509.281250 Penalty: 3900.561768
	Iteration 29Q: 3 clusters Score -482509.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -482512.281250 Penalty: 3900.561768
	Iteration 30Q: 3 clusters Score -482512.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -482513.031250 Penalty: 3900.561768
	Iteration 31Q: 3 clusters Score -482513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -482513.937500 Penalty: 3900.561768
	Iteration 32Q: 3 clusters Score -482513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -482514.343750 Penalty: 3900.561768
	Iteration 33Q: 3 clusters Score -482514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -482514.343750 Penalty: 3900.561768
	Iteration 34F: 3 clusters Score -482514.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Entering Unmasked Estep 
Score: -8809808.000000 Penalty: 2670.657471
	Iteration 0F: 2 clusters Score -8809808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -8780148.000000 Penalty: 5341.314941
	Iteration 0F: 3 clusters Score -8780148 nChanged 21964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -8792326.000000 Penalty: 5341.314941
	Iteration 1F: 3 clusters Score -8792326 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -8792854.000000 Penalty: 5341.314941
	Iteration 2Q: 3 clusters Score -8792854 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -8793434.000000 Penalty: 5341.314941
	Iteration 3Q: 3 clusters Score -8793434 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -8794184.000000 Penalty: 5341.314941
	Iteration 4Q: 3 clusters Score -8794184 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -8795356.000000 Penalty: 5341.314941
	Iteration 5Q: 3 clusters Score -8795356 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -8797215.000000 Penalty: 5341.314941
	Iteration 6F: 3 clusters Score -8797215 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -8799865.000000 Penalty: 5341.314941
	Iteration 7F: 3 clusters Score -8799865 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -8803004.000000 Penalty: 5341.314941
	Iteration 8F: 3 clusters Score -8803004 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -8805842.000000 Penalty: 5341.314941
	Iteration 9F: 3 clusters Score -8805842 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -8807574.000000 Penalty: 5341.314941
	Iteration 10Q: 3 clusters Score -8807574 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -8808390.000000 Penalty: 5341.314941
	Iteration 11Q: 3 clusters Score -8808390 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -8808765.000000 Penalty: 5341.314941
	Iteration 12Q: 3 clusters Score -8808765 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8808926.000000 Penalty: 5341.314941
	Iteration 13Q: 3 clusters Score -8808926 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8808935.000000 Penalty: 5341.314941
	Iteration 14Q: 3 clusters Score -8808935 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8808876.000000 Penalty: 5341.314941
	Iteration 15Q: 3 clusters Score -8808876 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8808874.000000 Penalty: 5341.314941
	Iteration 16Q: 3 clusters Score -8808874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8808867.000000 Penalty: 5341.314941
	Iteration 17Q: 3 clusters Score -8808867 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8808820.000000 Penalty: 5341.314941
	Iteration 18Q: 3 clusters Score -8808820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8808818.000000 Penalty: 5341.314941
	Iteration 19Q: 3 clusters Score -8808818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8808789.000000 Penalty: 5341.314941
	Iteration 20F: 3 clusters Score -8808789 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8808775.000000 Penalty: 5341.314941
	Iteration 21Q: 3 clusters Score -8808775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8808766.000000 Penalty: 5341.314941
	Iteration 22Q: 3 clusters Score -8808766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8808741.000000 Penalty: 5341.314941
	Iteration 23Q: 3 clusters Score -8808741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8808724.000000 Penalty: 5341.314941
	Iteration 24Q: 3 clusters Score -8808724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8808697.000000 Penalty: 5341.314941
	Iteration 25Q: 3 clusters Score -8808697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8808691.000000 Penalty: 5341.314941
	Iteration 26Q: 3 clusters Score -8808691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8808682.000000 Penalty: 5341.314941
	Iteration 27Q: 3 clusters Score -8808682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8808669.000000 Penalty: 5341.314941
	Iteration 28Q: 3 clusters Score -8808669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8808661.000000 Penalty: 5341.314941
	Iteration 29Q: 3 clusters Score -8808661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8808654.000000 Penalty: 5341.314941
	Iteration 30Q: 3 clusters Score -8808654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8808638.000000 Penalty: 5341.314941
	Iteration 31Q: 3 clusters Score -8808638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8808645.000000 Penalty: 5341.314941
	Iteration 32Q: 3 clusters Score -8808645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8808649.000000 Penalty: 5341.314941
	Iteration 33Q: 3 clusters Score -8808649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8808648.000000 Penalty: 5341.314941
	Iteration 34Q: 3 clusters Score -8808648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8808643.000000 Penalty: 5341.314941
	Iteration 35Q: 3 clusters Score -8808643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8808638.000000 Penalty: 5341.314941
	Iteration 36Q: 3 clusters Score -8808638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8808637.000000 Penalty: 5341.314941
	Iteration 37Q: 3 clusters Score -8808637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8808640.000000 Penalty: 5341.314941
	Iteration 38Q: 3 clusters Score -8808640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8808637.000000 Penalty: 5341.314941
	Iteration 39Q: 3 clusters Score -8808637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8808633.000000 Penalty: 5341.314941
	Iteration 40F: 3 clusters Score -8808633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Entering Unmasked Estep 
Score: -8732683.000000 Penalty: 2668.070557
	Iteration 0F: 2 clusters Score -8732683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -8703550.000000 Penalty: 5336.141113
	Iteration 0F: 3 clusters Score -8703550 nChanged 21522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -8715466.000000 Penalty: 5336.141113
	Iteration 1F: 3 clusters Score -8715466 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -8715997.000000 Penalty: 5336.141113
	Iteration 2Q: 3 clusters Score -8715997 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -8716521.000000 Penalty: 5336.141113
	Iteration 3Q: 3 clusters Score -8716521 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -8717065.000000 Penalty: 5336.141113
	Iteration 4Q: 3 clusters Score -8717065 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -8717732.000000 Penalty: 5336.141113
	Iteration 5Q: 3 clusters Score -8717732 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -8718636.000000 Penalty: 5336.141113
	Iteration 6Q: 3 clusters Score -8718636 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -8719905.000000 Penalty: 5336.141113
	Iteration 7F: 3 clusters Score -8719905 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -8722078.000000 Penalty: 5336.141113
	Iteration 8F: 3 clusters Score -8722078 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -8724960.000000 Penalty: 5336.141113
	Iteration 9F: 3 clusters Score -8724960 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -8727689.000000 Penalty: 5336.141113
	Iteration 10F: 3 clusters Score -8727689 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -8729395.000000 Penalty: 5336.141113
	Iteration 11F: 3 clusters Score -8729395 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -8730389.000000 Penalty: 5336.141113
	Iteration 12Q: 3 clusters Score -8730389 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -8730985.000000 Penalty: 5336.141113
	Iteration 13Q: 3 clusters Score -8730985 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -8731394.000000 Penalty: 5336.141113
	Iteration 14Q: 3 clusters Score -8731394 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -8731675.000000 Penalty: 5336.141113
	Iteration 15Q: 3 clusters Score -8731675 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -8731888.000000 Penalty: 5336.141113
	Iteration 16Q: 3 clusters Score -8731888 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -8731985.000000 Penalty: 5336.141113
	Iteration 17Q: 3 clusters Score -8731985 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -8732073.000000 Penalty: 5336.141113
	Iteration 18Q: 3 clusters Score -8732073 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -8732088.000000 Penalty: 5336.141113
	Iteration 19Q: 3 clusters Score -8732088 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -8732127.000000 Penalty: 5336.141113
	Iteration 20F: 3 clusters Score -8732127 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -8732122.000000 Penalty: 5336.141113
	Iteration 21Q: 3 clusters Score -8732122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -8732124.000000 Penalty: 5336.141113
	Iteration 22Q: 3 clusters Score -8732124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -8732128.000000 Penalty: 5336.141113
	Iteration 23Q: 3 clusters Score -8732128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -8732142.000000 Penalty: 5336.141113
	Iteration 24Q: 3 clusters Score -8732142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -8732135.000000 Penalty: 5336.141113
	Iteration 25Q: 3 clusters Score -8732135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -8732136.000000 Penalty: 5336.141113
	Iteration 26Q: 3 clusters Score -8732136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -8732126.000000 Penalty: 5336.141113
	Iteration 27Q: 3 clusters Score -8732126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -8732134.000000 Penalty: 5336.141113
	Iteration 28Q: 3 clusters Score -8732134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -8732130.000000 Penalty: 5336.141113
	Iteration 29Q: 3 clusters Score -8732130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -8732131.000000 Penalty: 5336.141113
	Iteration 30Q: 3 clusters Score -8732131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -8732144.000000 Penalty: 5336.141113
	Iteration 31Q: 3 clusters Score -8732144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -8732148.000000 Penalty: 5336.141113
	Iteration 32Q: 3 clusters Score -8732148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -8732146.000000 Penalty: 5336.141113
	Iteration 33Q: 3 clusters Score -8732146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -8732143.000000 Penalty: 5336.141113
	Iteration 34Q: 3 clusters Score -8732143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -8732140.000000 Penalty: 5336.141113
	Iteration 35Q: 3 clusters Score -8732140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -8732147.000000 Penalty: 5336.141113
	Iteration 36Q: 3 clusters Score -8732147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -8732151.000000 Penalty: 5336.141113
	Iteration 37Q: 3 clusters Score -8732151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -8732152.000000 Penalty: 5336.141113
	Iteration 38Q: 3 clusters Score -8732152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -8732152.000000 Penalty: 5336.141113
	Iteration 39F: 3 clusters Score -8732152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32352 members 
Mstep: Class 3 contains 45880 members 
Mstep: Class 4 contains 46847 members 
Mstep: Class 5 contains 18258 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44627 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45725 members 
Mstep: Class 10 contains 49350 members 
Mstep: Class 11 contains 50401 members 
Mstep: Class 12 contains 43352 members 
Mstep: Class 13 contains 53696 members 
Mstep: Class 14 contains 49802 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 47514 members 
Mstep: Class 21 contains 47021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664080.000000 Penalty: 69157.984375
Iteration 119Q: 22 clusters Score -1.066641e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32329 members 
Mstep: Class 3 contains 45828 members 
Mstep: Class 4 contains 46819 members 
Mstep: Class 5 contains 18254 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44715 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45696 members 
Mstep: Class 10 contains 49373 members 
Mstep: Class 11 contains 50447 members 
Mstep: Class 12 contains 43338 members 
Mstep: Class 13 contains 53712 members 
Mstep: Class 14 contains 49770 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 2607 members 
Mstep: Class 20 contains 47522 members 
Mstep: Class 21 contains 47017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664352.000000 Penalty: 69157.984375
Iteration 120F: 22 clusters Score -1.066644e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 32320 members 
Mstep: Class 3 contains 45774 members 
Mstep: Class 4 contains 46767 members 
Mstep: Class 5 contains 18258 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44762 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45707 members 
Mstep: Class 10 contains 49406 members 
Mstep: Class 11 contains 50479 members 
Mstep: Class 12 contains 43322 members 
Mstep: Class 13 contains 53717 members 
Mstep: Class 14 contains 49765 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 2609 members 
Mstep: Class 20 contains 47535 members 
Mstep: Class 21 contains 47004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664352.000000 Penalty: 69157.984375
Iteration 121Q: 22 clusters Score -1.066644e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32297 members 
Mstep: Class 3 contains 45758 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 18259 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44777 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45714 members 
Mstep: Class 10 contains 49461 members 
Mstep: Class 11 contains 50507 members 
Mstep: Class 12 contains 43297 members 
Mstep: Class 13 contains 53722 members 
Mstep: Class 14 contains 49740 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 2610 members 
Mstep: Class 20 contains 47520 members 
Mstep: Class 21 contains 46993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664520.000000 Penalty: 69157.984375
Iteration 122Q: 22 clusters Score -1.066645e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32276 members 
Mstep: Class 3 contains 45729 members 
Mstep: Class 4 contains 46743 members 
Mstep: Class 5 contains 18244 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44783 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45685 members 
Mstep: Class 10 contains 49513 members 
Mstep: Class 11 contains 50523 members 
Mstep: Class 12 contains 43274 members 
Mstep: Class 13 contains 53746 members 
Mstep: Class 14 contains 49759 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 2613 members 
Mstep: Class 20 contains 47522 members 
Mstep: Class 21 contains 47012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663944.000000 Penalty: 69157.984375
Iteration 123Q: 22 clusters Score -1.066639e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32256 members 
Mstep: Class 3 contains 45724 members 
Mstep: Class 4 contains 46731 members 
Mstep: Class 5 contains 18222 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44792 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45646 members 
Mstep: Class 10 contains 49559 members 
Mstep: Class 11 contains 50559 members 
Mstep: Class 12 contains 43236 members 
Mstep: Class 13 contains 53761 members 
Mstep: Class 14 contains 49778 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 47516 members 
Mstep: Class 21 contains 47031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664120.000000 Penalty: 69157.984375
Iteration 124Q: 22 clusters Score -1.066641e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32234 members 
Mstep: Class 3 contains 45701 members 
Mstep: Class 4 contains 46784 members 
Mstep: Class 5 contains 18196 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44774 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45634 members 
Mstep: Class 10 contains 49598 members 
Mstep: Class 11 contains 50572 members 
Mstep: Class 12 contains 43225 members 
Mstep: Class 13 contains 53765 members 
Mstep: Class 14 contains 49772 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 2616 members 
Mstep: Class 20 contains 47521 members 
Mstep: Class 21 contains 47030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664104.000000 Penalty: 69157.984375
Iteration 125Q: 22 clusters Score -1.066641e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32206 members 
Mstep: Class 3 contains 45719 members 
Mstep: Class 4 contains 46802 members 
Mstep: Class 5 contains 18169 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44788 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45600 members 
Mstep: Class 10 contains 49616 members 
Mstep: Class 11 contains 50604 members 
Mstep: Class 12 contains 43218 members 
Mstep: Class 13 contains 53765 members 
Mstep: Class 14 contains 49783 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 47507 members 
Mstep: Class 21 contains 47027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664128.000000 Penalty: 69157.984375
Iteration 126Q: 22 clusters Score -1.066641e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32189 members 
Mstep: Class 3 contains 45732 members 
Mstep: Class 4 contains 46816 members 
Mstep: Class 5 contains 18150 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44811 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45567 members 
Mstep: Class 10 contains 49637 members 
Mstep: Class 11 contains 50625 members 
Mstep: Class 12 contains 43221 members 
Mstep: Class 13 contains 53752 members 
Mstep: Class 14 contains 49734 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 47524 members 
Mstep: Class 21 contains 47044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664464.000000 Penalty: 69157.984375
Iteration 127Q: 22 clusters Score -1.066645e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32174 members 
Mstep: Class 3 contains 45707 members 
Mstep: Class 4 contains 46818 members 
Mstep: Class 5 contains 18130 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45562 members 
Mstep: Class 10 contains 49647 members 
Mstep: Class 11 contains 50670 members 
Mstep: Class 12 contains 43195 members 
Mstep: Class 13 contains 53774 members 
Mstep: Class 14 contains 49709 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2338 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 47524 members 
Mstep: Class 21 contains 47062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664488.000000 Penalty: 69157.984375
Iteration 128Q: 22 clusters Score -1.066645e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 32150 members 
Mstep: Class 3 contains 45692 members 
Mstep: Class 4 contains 46820 members 
Mstep: Class 5 contains 18092 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44846 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45548 members 
Mstep: Class 10 contains 49673 members 
Mstep: Class 11 contains 50723 members 
Mstep: Class 12 contains 43164 members 
Mstep: Class 13 contains 53798 members 
Mstep: Class 14 contains 49693 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2338 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 47533 members 
Mstep: Class 21 contains 47067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664616.000000 Penalty: 69157.984375
Iteration 129Q: 22 clusters Score -1.066646e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32125 members 
Mstep: Class 3 contains 45681 members 
Mstep: Class 4 contains 46785 members 
Mstep: Class 5 contains 18050 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44836 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45574 members 
Mstep: Class 10 contains 49714 members 
Mstep: Class 11 contains 50782 members 
Mstep: Class 12 contains 43145 members 
Mstep: Class 13 contains 53814 members 
Mstep: Class 14 contains 49651 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2339 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 47541 members 
Mstep: Class 21 contains 47097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664632.000000 Penalty: 69157.984375
Iteration 130Q: 22 clusters Score -1.066646e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32119 members 
Mstep: Class 3 contains 45652 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 18021 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44802 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45594 members 
Mstep: Class 10 contains 49744 members 
Mstep: Class 11 contains 50807 members 
Mstep: Class 12 contains 43141 members 
Mstep: Class 13 contains 53825 members 
Mstep: Class 14 contains 49647 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2339 members 
Mstep: Class 19 contains 2625 members 
Mstep: Class 20 contains 47542 members 
Mstep: Class 21 contains 47145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664832.000000 Penalty: 69157.984375
Iteration 131Q: 22 clusters Score -1.066648e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32107 members 
Mstep: Class 3 contains 45660 members 
Mstep: Class 4 contains 46719 members 
Mstep: Class 5 contains 17990 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44800 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45627 members 
Mstep: Class 10 contains 49736 members 
Mstep: Class 11 contains 50854 members 
Mstep: Class 12 contains 43166 members 
Mstep: Class 13 contains 53828 members 
Mstep: Class 14 contains 49587 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2339 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 47536 members 
Mstep: Class 21 contains 47186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664904.000000 Penalty: 69157.984375
Iteration 132Q: 22 clusters Score -1.066649e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32102 members 
Mstep: Class 3 contains 45659 members 
Mstep: Class 4 contains 46739 members 
Mstep: Class 5 contains 17961 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44807 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45642 members 
Mstep: Class 10 contains 49734 members 
Mstep: Class 11 contains 50854 members 
Mstep: Class 12 contains 43181 members 
Mstep: Class 13 contains 53807 members 
Mstep: Class 14 contains 49535 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2340 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 47524 members 
Mstep: Class 21 contains 47253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665176.000000 Penalty: 69157.984375
Iteration 133Q: 22 clusters Score -1.066652e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32089 members 
Mstep: Class 3 contains 45661 members 
Mstep: Class 4 contains 46781 members 
Mstep: Class 5 contains 17931 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44793 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45638 members 
Mstep: Class 10 contains 49752 members 
Mstep: Class 11 contains 50858 members 
Mstep: Class 12 contains 43180 members 
Mstep: Class 13 contains 53803 members 
Mstep: Class 14 contains 49512 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2340 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 47523 members 
Mstep: Class 21 contains 47277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665184.000000 Penalty: 69157.984375
Iteration 134Q: 22 clusters Score -1.066652e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32077 members 
Mstep: Class 3 contains 45626 members 
Mstep: Class 4 contains 46774 members 
Mstep: Class 5 contains 17890 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44761 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45690 members 
Mstep: Class 10 contains 49792 members 
Mstep: Class 11 contains 50853 members 
Mstep: Class 12 contains 43183 members 
Mstep: Class 13 contains 53829 members 
Mstep: Class 14 contains 49501 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 47519 members 
Mstep: Class 21 contains 47301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665352.000000 Penalty: 69157.984375
Iteration 135Q: 22 clusters Score -1.066654e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32068 members 
Mstep: Class 3 contains 45603 members 
Mstep: Class 4 contains 46787 members 
Mstep: Class 5 contains 17852 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44760 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45720 members 
Mstep: Class 10 contains 49839 members 
Mstep: Class 11 contains 50838 members 
Mstep: Class 12 contains 43196 members 
Mstep: Class 13 contains 53834 members 
Mstep: Class 14 contains 49444 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 2616 members 
Mstep: Class 20 contains 47535 members 
Mstep: Class 21 contains 47324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665416.000000 Penalty: 69157.984375
Iteration 136Q: 22 clusters Score -1.066654e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32054 members 
Mstep: Class 3 contains 45615 members 
Mstep: Class 4 contains 46791 members 
Mstep: Class 5 contains 17815 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44772 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45742 members 
Mstep: Class 10 contains 49841 members 
Mstep: Class 11 contains 50829 members 
Mstep: Class 12 contains 43194 members 
Mstep: Class 13 contains 53817 members 
Mstep: Class 14 contains 49408 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 2610 members 
Mstep: Class 20 contains 47555 members 
Mstep: Class 21 contains 47373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665296.000000 Penalty: 69157.984375
Iteration 137Q: 22 clusters Score -1.066653e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32037 members 
Mstep: Class 3 contains 45626 members 
Mstep: Class 4 contains 46764 members 
Mstep: Class 5 contains 17781 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44818 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45780 members 
Mstep: Class 10 contains 49864 members 
Mstep: Class 11 contains 50824 members 
Mstep: Class 12 contains 43171 members 
Mstep: Class 13 contains 53823 members 
Mstep: Class 14 contains 49368 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 47567 members 
Mstep: Class 21 contains 47386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665224.000000 Penalty: 69157.984375
Iteration 138Q: 22 clusters Score -1.066652e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32035 members 
Mstep: Class 3 contains 45650 members 
Mstep: Class 4 contains 46723 members 
Mstep: Class 5 contains 17741 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44870 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45790 members 
Mstep: Class 10 contains 49861 members 
Mstep: Class 11 contains 50797 members 
Mstep: Class 12 contains 43185 members 
Mstep: Class 13 contains 53837 members 
Mstep: Class 14 contains 49349 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 47578 members 
Mstep: Class 21 contains 47397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665368.000000 Penalty: 69157.984375
Iteration 139Q: 22 clusters Score -1.066654e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32033 members 
Mstep: Class 3 contains 45674 members 
Mstep: Class 4 contains 46714 members 
Mstep: Class 5 contains 17707 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44888 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45802 members 
Mstep: Class 10 contains 49865 members 
Mstep: Class 11 contains 50763 members 
Mstep: Class 12 contains 43186 members 
Mstep: Class 13 contains 53843 members 
Mstep: Class 14 contains 49322 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2608 members 
Mstep: Class 20 contains 47596 members 
Mstep: Class 21 contains 47414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665424.000000 Penalty: 69157.984375
Iteration 140F: 22 clusters Score -1.066654e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32027 members 
Mstep: Class 3 contains 45719 members 
Mstep: Class 4 contains 46684 members 
Mstep: Class 5 contains 17669 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44949 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45772 members 
Mstep: Class 10 contains 49880 members 
Mstep: Class 11 contains 50747 members 
Mstep: Class 12 contains 43172 members 
Mstep: Class 13 contains 53870 members 
Mstep: Class 14 contains 49276 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2609 members 
Mstep: Class 20 contains 47604 members 
Mstep: Class 21 contains 47437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665488.000000 Penalty: 69157.984375
Iteration 141Q: 22 clusters Score -1.066655e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32011 members 
Mstep: Class 3 contains 45736 members 
Mstep: Class 4 contains 46671 members 
Mstep: Class 5 contains 17617 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44974 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45763 members 
Mstep: Class 10 contains 49889 members 
Mstep: Class 11 contains 50731 members 
Mstep: Class 12 contains 43183 members 
Mstep: Class 13 contains 53910 members 
Mstep: Class 14 contains 49245 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 47615 members 
Mstep: Class 21 contains 47458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665768.000000 Penalty: 69157.984375
Iteration 142Q: 22 clusters Score -1.066658e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 32012 members 
Mstep: Class 3 contains 45768 members 
Mstep: Class 4 contains 46659 members 
Mstep: Class 5 contains 17576 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45007 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45747 members 
Mstep: Class 10 contains 49888 members 
Mstep: Class 11 contains 50721 members 
Mstep: Class 12 contains 43170 members 
Mstep: Class 13 contains 53945 members 
Mstep: Class 14 contains 49240 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2609 members 
Mstep: Class 20 contains 47599 members 
Mstep: Class 21 contains 47474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665968.000000 Penalty: 69157.984375
Iteration 143Q: 22 clusters Score -1.06666e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31999 members 
Mstep: Class 3 contains 45802 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 17539 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45010 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45731 members 
Mstep: Class 10 contains 49874 members 
Mstep: Class 11 contains 50697 members 
Mstep: Class 12 contains 43177 members 
Mstep: Class 13 contains 53975 members 
Mstep: Class 14 contains 49260 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2616 members 
Mstep: Class 20 contains 47576 members 
Mstep: Class 21 contains 47477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665880.000000 Penalty: 69157.984375
Iteration 144Q: 22 clusters Score -1.066659e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31992 members 
Mstep: Class 3 contains 45795 members 
Mstep: Class 4 contains 46672 members 
Mstep: Class 5 contains 17496 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45012 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45757 members 
Mstep: Class 10 contains 49872 members 
Mstep: Class 11 contains 50686 members 
Mstep: Class 12 contains 43193 members 
Mstep: Class 13 contains 54005 members 
Mstep: Class 14 contains 49265 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 47569 members 
Mstep: Class 21 contains 47479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665968.000000 Penalty: 69157.984375
Iteration 145Q: 22 clusters Score -1.06666e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31986 members 
Mstep: Class 3 contains 45797 members 
Mstep: Class 4 contains 46693 members 
Mstep: Class 5 contains 17443 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44998 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45783 members 
Mstep: Class 10 contains 49840 members 
Mstep: Class 11 contains 50664 members 
Mstep: Class 12 contains 43205 members 
Mstep: Class 13 contains 54089 members 
Mstep: Class 14 contains 49234 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 20 contains 47570 members 
Mstep: Class 21 contains 47487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666216.000000 Penalty: 69157.984375
Iteration 146Q: 22 clusters Score -1.066662e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31993 members 
Mstep: Class 3 contains 45803 members 
Mstep: Class 4 contains 46693 members 
Mstep: Class 5 contains 17387 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44989 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45816 members 
Mstep: Class 10 contains 49818 members 
Mstep: Class 11 contains 50615 members 
Mstep: Class 12 contains 43231 members 
Mstep: Class 13 contains 54179 members 
Mstep: Class 14 contains 49204 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2633 members 
Mstep: Class 20 contains 47584 members 
Mstep: Class 21 contains 47470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666248.000000 Penalty: 69157.984375
Iteration 147Q: 22 clusters Score -1.066662e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31995 members 
Mstep: Class 3 contains 45814 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 17325 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44986 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45870 members 
Mstep: Class 10 contains 49812 members 
Mstep: Class 11 contains 50584 members 
Mstep: Class 12 contains 43248 members 
Mstep: Class 13 contains 54265 members 
Mstep: Class 14 contains 49132 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 47580 members 
Mstep: Class 21 contains 47478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666296.000000 Penalty: 69157.984375
Iteration 148Q: 22 clusters Score -1.066663e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31982 members 
Mstep: Class 3 contains 45805 members 
Mstep: Class 4 contains 46671 members 
Mstep: Class 5 contains 17283 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44998 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45894 members 
Mstep: Class 10 contains 49806 members 
Mstep: Class 11 contains 50575 members 
Mstep: Class 12 contains 43251 members 
Mstep: Class 13 contains 54338 members 
Mstep: Class 14 contains 49088 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2653 members 
Mstep: Class 20 contains 47589 members 
Mstep: Class 21 contains 47482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666440.000000 Penalty: 69157.984375
Iteration 149Q: 22 clusters Score -1.066664e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31975 members 
Mstep: Class 3 contains 45778 members 
Mstep: Class 4 contains 46669 members 
Mstep: Class 5 contains 17240 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45037 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45920 members 
Mstep: Class 10 contains 49803 members 
Mstep: Class 11 contains 50572 members 
Mstep: Class 12 contains 43268 members 
Mstep: Class 13 contains 54389 members 
Mstep: Class 14 contains 49019 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2664 members 
Mstep: Class 20 contains 47577 members 
Mstep: Class 21 contains 47504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666720.000000 Penalty: 69157.984375
Iteration 150Q: 22 clusters Score -1.066667e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31966 members 
Mstep: Class 3 contains 45736 members 
Mstep: Class 4 contains 46700 members 
Mstep: Class 5 contains 17204 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45061 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45942 members 
Mstep: Class 10 contains 49770 members 
Mstep: Class 11 contains 50559 members 
Mstep: Class 12 contains 43267 members 
Mstep: Class 13 contains 54437 members 
Mstep: Class 14 contains 49008 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2674 members 
Mstep: Class 20 contains 47579 members 
Mstep: Class 21 contains 47513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666784.000000 Penalty: 69157.984375
Iteration 151Q: 22 clusters Score -1.066668e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31955 members 
Mstep: Class 3 contains 45721 members 
Mstep: Class 4 contains 46708 members 
Mstep: Class 5 contains 17164 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45059 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45990 members 
Mstep: Class 10 contains 49749 members 
Mstep: Class 11 contains 50562 members 
Mstep: Class 12 contains 43293 members 
Mstep: Class 13 contains 54437 members 
Mstep: Class 14 contains 49004 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 47560 members 
Mstep: Class 21 contains 47535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666672.000000 Penalty: 69157.984375
Iteration 152Q: 22 clusters Score -1.066667e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31943 members 
Mstep: Class 3 contains 45698 members 
Mstep: Class 4 contains 46719 members 
Mstep: Class 5 contains 17123 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45065 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45987 members 
Mstep: Class 10 contains 49762 members 
Mstep: Class 11 contains 50563 members 
Mstep: Class 12 contains 43274 members 
Mstep: Class 13 contains 54459 members 
Mstep: Class 14 contains 49027 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2682 members 
Mstep: Class 20 contains 47579 members 
Mstep: Class 21 contains 47536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666640.000000 Penalty: 69157.984375
Iteration 153Q: 22 clusters Score -1.066666e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31932 members 
Mstep: Class 3 contains 45666 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 17081 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45067 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45994 members 
Mstep: Class 10 contains 49766 members 
Mstep: Class 11 contains 50565 members 
Mstep: Class 12 contains 43285 members 
Mstep: Class 13 contains 54482 members 
Mstep: Class 14 contains 49030 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2682 members 
Mstep: Class 20 contains 47571 members 
Mstep: Class 21 contains 47554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666704.000000 Penalty: 69157.984375
Iteration 154Q: 22 clusters Score -1.066667e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31920 members 
Mstep: Class 3 contains 45675 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 17052 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45044 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45997 members 
Mstep: Class 10 contains 49777 members 
Mstep: Class 11 contains 50570 members 
Mstep: Class 12 contains 43294 members 
Mstep: Class 13 contains 54464 members 
Mstep: Class 14 contains 49023 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 47605 members 
Mstep: Class 21 contains 47565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666768.000000 Penalty: 69157.984375
Iteration 155Q: 22 clusters Score -1.066668e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31919 members 
Mstep: Class 3 contains 45664 members 
Mstep: Class 4 contains 46717 members 
Mstep: Class 5 contains 17017 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45007 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46013 members 
Mstep: Class 10 contains 49808 members 
Mstep: Class 11 contains 50560 members 
Mstep: Class 12 contains 43308 members 
Mstep: Class 13 contains 54474 members 
Mstep: Class 14 contains 49031 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 47627 members 
Mstep: Class 21 contains 47580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667176.000000 Penalty: 69157.984375
Iteration 156Q: 22 clusters Score -1.066672e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31911 members 
Mstep: Class 3 contains 45687 members 
Mstep: Class 4 contains 46723 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44964 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46011 members 
Mstep: Class 10 contains 49807 members 
Mstep: Class 11 contains 50551 members 
Mstep: Class 12 contains 43338 members 
Mstep: Class 13 contains 54497 members 
Mstep: Class 14 contains 49037 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 47621 members 
Mstep: Class 21 contains 47602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667056.000000 Penalty: 69157.984375
Iteration 157Q: 22 clusters Score -1.066671e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31916 members 
Mstep: Class 3 contains 45689 members 
Mstep: Class 4 contains 46725 members 
Mstep: Class 5 contains 16950 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44904 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46022 members 
Mstep: Class 10 contains 49811 members 
Mstep: Class 11 contains 50542 members 
Mstep: Class 12 contains 43347 members 
Mstep: Class 13 contains 54516 members 
Mstep: Class 14 contains 49046 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 2697 members 
Mstep: Class 20 contains 47637 members 
Mstep: Class 21 contains 47616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667248.000000 Penalty: 69157.984375
Iteration 158Q: 22 clusters Score -1.066672e+08 nChanged 1334
Entering ConstructFrom: 
Score: -106667248.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -237320.656250 Penalty: 1790.652710
	Iteration 0F: 2 clusters Score -237320.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -235310.328125 Penalty: 3581.305420
	Iteration 0F: 3 clusters Score -235310.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -236145.890625 Penalty: 3581.305420
	Iteration 1F: 3 clusters Score -236145.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -236810.703125 Penalty: 3581.305420
	Iteration 2F: 3 clusters Score -236810.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -237250.859375 Penalty: 3581.305420
	Iteration 3F: 3 clusters Score -237250.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -237451.843750 Penalty: 3581.305420
	Iteration 4F: 3 clusters Score -237451.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -237538.906250 Penalty: 3581.305420
	Iteration 5Q: 3 clusters Score -237538.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -237621.015625 Penalty: 3581.305420
	Iteration 6Q: 3 clusters Score -237621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -237682.859375 Penalty: 3581.305420
	Iteration 7Q: 3 clusters Score -237682.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -237737.953125 Penalty: 3581.305420
	Iteration 8Q: 3 clusters Score -237738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -237796.093750 Penalty: 3581.305420
	Iteration 9Q: 3 clusters Score -237796.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -237877.796875 Penalty: 3581.305420
	Iteration 10Q: 3 clusters Score -237877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -237916.187500 Penalty: 3581.305420
	Iteration 11Q: 3 clusters Score -237916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -237938.234375 Penalty: 3581.305420
	Iteration 12Q: 3 clusters Score -237938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -237940.468750 Penalty: 3581.305420
	Iteration 13Q: 3 clusters Score -237940.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -238018.468750 Penalty: 3581.305420
	Iteration 14F: 3 clusters Score -238018.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -238160.609375 Penalty: 3581.305420
	Iteration 15Q: 3 clusters Score -238160.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -238214.640625 Penalty: 3581.305420
	Iteration 16Q: 3 clusters Score -238214.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -238232.125000 Penalty: 3581.305420
	Iteration 17Q: 3 clusters Score -238232.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -238232.937500 Penalty: 3581.305420
	Iteration 18Q: 3 clusters Score -238232.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -238232.937500 Penalty: 3581.305420
	Iteration 19F: 3 clusters Score -238232.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31913 members 
Mstep: Class 3 contains 45679 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 16918 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44887 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46040 members 
Mstep: Class 10 contains 49825 members 
Mstep: Class 11 contains 50522 members 
Mstep: Class 12 contains 43358 members 
Mstep: Class 13 contains 54522 members 
Mstep: Class 14 contains 49028 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 2702 members 
Mstep: Class 20 contains 47651 members 
Mstep: Class 21 contains 47618 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
Score: -106666616.000000 Penalty: 72451.218750
Splitting cluster 1 changes total score from -106667248.000000 to -106666616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -5753061.000000 Penalty: 2571.950684
	Iteration 0F: 2 clusters Score -5753061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -5731128.000000 Penalty: 5143.901367
	Iteration 0F: 3 clusters Score -5731128 nChanged 14460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5738997.500000 Penalty: 5143.901367
	Iteration 1F: 3 clusters Score -5738998 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -5739451.500000 Penalty: 5143.901367
	Iteration 2Q: 3 clusters Score -5739452 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -5739872.500000 Penalty: 5143.901367
	Iteration 3Q: 3 clusters Score -5739872 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -5740346.500000 Penalty: 5143.901367
	Iteration 4Q: 3 clusters Score -5740346 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5740805.500000 Penalty: 5143.901367
	Iteration 5Q: 3 clusters Score -5740806 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -5741184.000000 Penalty: 5143.901367
	Iteration 6Q: 3 clusters Score -5741184 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -5741519.000000 Penalty: 5143.901367
	Iteration 7Q: 3 clusters Score -5741519 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -5741792.500000 Penalty: 5143.901367
	Iteration 8Q: 3 clusters Score -5741792 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -5742093.000000 Penalty: 5143.901367
	Iteration 9Q: 3 clusters Score -5742093 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5742368.500000 Penalty: 5143.901367
	Iteration 10Q: 3 clusters Score -5742368 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -5742692.000000 Penalty: 5143.901367
	Iteration 11Q: 3 clusters Score -5742692 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -5743061.000000 Penalty: 5143.901367
	Iteration 12Q: 3 clusters Score -5743061 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5743418.000000 Penalty: 5143.901367
	Iteration 13Q: 3 clusters Score -5743418 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -5743825.000000 Penalty: 5143.901367
	Iteration 14Q: 3 clusters Score -5743825 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -5744289.000000 Penalty: 5143.901367
	Iteration 15Q: 3 clusters Score -5744289 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -5744780.500000 Penalty: 5143.901367
	Iteration 16Q: 3 clusters Score -5744780 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -5745265.500000 Penalty: 5143.901367
	Iteration 17Q: 3 clusters Score -5745266 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -5745761.500000 Penalty: 5143.901367
	Iteration 18Q: 3 clusters Score -5745762 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -5746171.000000 Penalty: 5143.901367
	Iteration 19Q: 3 clusters Score -5746171 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -5746536.500000 Penalty: 5143.901367
	Iteration 20F: 3 clusters Score -5746536 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -5746881.000000 Penalty: 5143.901367
	Iteration 21Q: 3 clusters Score -5746881 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -5747247.500000 Penalty: 5143.901367
	Iteration 22Q: 3 clusters Score -5747248 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -5747625.500000 Penalty: 5143.901367
	Iteration 23Q: 3 clusters Score -5747626 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -5748027.500000 Penalty: 5143.901367
	Iteration 24Q: 3 clusters Score -5748028 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -5748449.000000 Penalty: 5143.901367
	Iteration 25Q: 3 clusters Score -5748449 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -5748890.000000 Penalty: 5143.901367
	Iteration 26Q: 3 clusters Score -5748890 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -5749354.000000 Penalty: 5143.901367
	Iteration 27Q: 3 clusters Score -5749354 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5749798.500000 Penalty: 5143.901367
	Iteration 28Q: 3 clusters Score -5749798 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5750190.500000 Penalty: 5143.901367
	Iteration 29Q: 3 clusters Score -5750190 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5750477.500000 Penalty: 5143.901367
	Iteration 30Q: 3 clusters Score -5750478 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5750717.000000 Penalty: 5143.901367
	Iteration 31Q: 3 clusters Score -5750717 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5750853.500000 Penalty: 5143.901367
	Iteration 32Q: 3 clusters Score -5750854 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5750918.500000 Penalty: 5143.901367
	Iteration 33Q: 3 clusters Score -5750918 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5750968.000000 Penalty: 5143.901367
	Iteration 34Q: 3 clusters Score -5750968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5751010.000000 Penalty: 5143.901367
	Iteration 35Q: 3 clusters Score -5751010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5751030.000000 Penalty: 5143.901367
	Iteration 36Q: 3 clusters Score -5751030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5751041.000000 Penalty: 5143.901367
	Iteration 37Q: 3 clusters Score -5751041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5751070.000000 Penalty: 5143.901367
	Iteration 38Q: 3 clusters Score -5751070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5751082.500000 Penalty: 5143.901367
	Iteration 39Q: 3 clusters Score -5751082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5751079.500000 Penalty: 5143.901367
	Iteration 40F: 3 clusters Score -5751080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5751091.500000 Penalty: 5143.901367
	Iteration 41Q: 3 clusters Score -5751092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5751102.000000 Penalty: 5143.901367
	Iteration 42Q: 3 clusters Score -5751102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5751101.500000 Penalty: 5143.901367
	Iteration 43Q: 3 clusters Score -5751102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5751104.500000 Penalty: 5143.901367
	Iteration 44Q: 3 clusters Score -5751104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5751107.000000 Penalty: 5143.901367
	Iteration 45Q: 3 clusters Score -5751107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5751107.000000 Penalty: 5143.901367
	Iteration 46Q: 3 clusters Score -5751107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5751111.000000 Penalty: 5143.901367
	Iteration 47Q: 3 clusters Score -5751111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5751110.500000 Penalty: 5143.901367
	Iteration 48Q: 3 clusters Score -5751110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5751107.500000 Penalty: 5143.901367
	Iteration 49Q: 3 clusters Score -5751108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5751113.500000 Penalty: 5143.901367
	Iteration 50Q: 3 clusters Score -5751114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5751122.000000 Penalty: 5143.901367
	Iteration 51Q: 3 clusters Score -5751122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5751134.000000 Penalty: 5143.901367
	Iteration 52Q: 3 clusters Score -5751134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5751134.500000 Penalty: 5143.901367
	Iteration 53Q: 3 clusters Score -5751134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5751130.000000 Penalty: 5143.901367
	Iteration 54Q: 3 clusters Score -5751130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5751140.000000 Penalty: 5143.901367
	Iteration 55Q: 3 clusters Score -5751140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5751140.000000 Penalty: 5143.901367
	Iteration 56Q: 3 clusters Score -5751140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5751142.000000 Penalty: 5143.901367
	Iteration 57Q: 3 clusters Score -5751142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5751147.000000 Penalty: 5143.901367
	Iteration 58Q: 3 clusters Score -5751147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5751145.500000 Penalty: 5143.901367
	Iteration 59Q: 3 clusters Score -5751146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5751151.500000 Penalty: 5143.901367
	Iteration 60F: 3 clusters Score -5751152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5751152.000000 Penalty: 5143.901367
	Iteration 61Q: 3 clusters Score -5751152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5751158.000000 Penalty: 5143.901367
	Iteration 62Q: 3 clusters Score -5751158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5751158.000000 Penalty: 5143.901367
	Iteration 63F: 3 clusters Score -5751158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Entering Unmasked Estep 
Score: -8441061.000000 Penalty: 2660.889648
	Iteration 0F: 2 clusters Score -8441061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -8411138.000000 Penalty: 5321.779297
	Iteration 0F: 3 clusters Score -8411138 nChanged 20978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -8423097.000000 Penalty: 5321.779297
	Iteration 1F: 3 clusters Score -8423097 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -8424121.000000 Penalty: 5321.779297
	Iteration 2F: 3 clusters Score -8424121 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -8425527.000000 Penalty: 5321.779297
	Iteration 3F: 3 clusters Score -8425527 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -8427530.000000 Penalty: 5321.779297
	Iteration 4F: 3 clusters Score -8427530 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -8430227.000000 Penalty: 5321.779297
	Iteration 5F: 3 clusters Score -8430227 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -8433238.000000 Penalty: 5321.779297
	Iteration 6F: 3 clusters Score -8433238 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -8436051.000000 Penalty: 5321.779297
	Iteration 7F: 3 clusters Score -8436051 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -8437853.000000 Penalty: 5321.779297
	Iteration 8Q: 3 clusters Score -8437853 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -8438783.000000 Penalty: 5321.779297
	Iteration 9Q: 3 clusters Score -8438783 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -8439233.000000 Penalty: 5321.779297
	Iteration 10Q: 3 clusters Score -8439233 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -8439557.000000 Penalty: 5321.779297
	Iteration 11Q: 3 clusters Score -8439557 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -8439728.000000 Penalty: 5321.779297
	Iteration 12Q: 3 clusters Score -8439728 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -8439798.000000 Penalty: 5321.779297
	Iteration 13Q: 3 clusters Score -8439798 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -8439888.000000 Penalty: 5321.779297
	Iteration 14Q: 3 clusters Score -8439888 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -8439961.000000 Penalty: 5321.779297
	Iteration 15Q: 3 clusters Score -8439961 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -8439976.000000 Penalty: 5321.779297
	Iteration 16Q: 3 clusters Score -8439976 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -8440002.000000 Penalty: 5321.779297
	Iteration 17Q: 3 clusters Score -8440002 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8440040.000000 Penalty: 5321.779297
	Iteration 18Q: 3 clusters Score -8440040 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -8440082.000000 Penalty: 5321.779297
	Iteration 19Q: 3 clusters Score -8440082 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8440112.000000 Penalty: 5321.779297
	Iteration 20F: 3 clusters Score -8440112 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -8440129.000000 Penalty: 5321.779297
	Iteration 21Q: 3 clusters Score -8440129 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -8440172.000000 Penalty: 5321.779297
	Iteration 22Q: 3 clusters Score -8440172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8440175.000000 Penalty: 5321.779297
	Iteration 23Q: 3 clusters Score -8440175 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8440158.000000 Penalty: 5321.779297
	Iteration 24Q: 3 clusters Score -8440158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8440163.000000 Penalty: 5321.779297
	Iteration 25Q: 3 clusters Score -8440163 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -8440161.000000 Penalty: 5321.779297
	Iteration 26Q: 3 clusters Score -8440161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8440130.000000 Penalty: 5321.779297
	Iteration 27Q: 3 clusters Score -8440130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8440137.000000 Penalty: 5321.779297
	Iteration 28Q: 3 clusters Score -8440137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8440131.000000 Penalty: 5321.779297
	Iteration 29Q: 3 clusters Score -8440131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8440141.000000 Penalty: 5321.779297
	Iteration 30Q: 3 clusters Score -8440141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8440131.000000 Penalty: 5321.779297
	Iteration 31Q: 3 clusters Score -8440131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8440111.000000 Penalty: 5321.779297
	Iteration 32Q: 3 clusters Score -8440111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8440110.000000 Penalty: 5321.779297
	Iteration 33Q: 3 clusters Score -8440110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8440111.000000 Penalty: 5321.779297
	Iteration 34Q: 3 clusters Score -8440111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8440103.000000 Penalty: 5321.779297
	Iteration 35Q: 3 clusters Score -8440103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8440104.000000 Penalty: 5321.779297
	Iteration 36Q: 3 clusters Score -8440104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8440104.000000 Penalty: 5321.779297
	Iteration 37Q: 3 clusters Score -8440104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8440096.000000 Penalty: 5321.779297
	Iteration 38Q: 3 clusters Score -8440096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8440106.000000 Penalty: 5321.779297
	Iteration 39Q: 3 clusters Score -8440106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8440095.000000 Penalty: 5321.779297
	Iteration 40F: 3 clusters Score -8440095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8440089.000000 Penalty: 5321.779297
	Iteration 41Q: 3 clusters Score -8440089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8440095.000000 Penalty: 5321.779297
	Iteration 42Q: 3 clusters Score -8440095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8440091.000000 Penalty: 5321.779297
	Iteration 43Q: 3 clusters Score -8440091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8440089.000000 Penalty: 5321.779297
	Iteration 44Q: 3 clusters Score -8440089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8440102.000000 Penalty: 5321.779297
	Iteration 45Q: 3 clusters Score -8440102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8440088.000000 Penalty: 5321.779297
	Iteration 46Q: 3 clusters Score -8440088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8440091.000000 Penalty: 5321.779297
	Iteration 47Q: 3 clusters Score -8440091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8440098.000000 Penalty: 5321.779297
	Iteration 48Q: 3 clusters Score -8440098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8440095.000000 Penalty: 5321.779297
	Iteration 49Q: 3 clusters Score -8440095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8440089.000000 Penalty: 5321.779297
	Iteration 50Q: 3 clusters Score -8440089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8440085.000000 Penalty: 5321.779297
	Iteration 51Q: 3 clusters Score -8440085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8440070.000000 Penalty: 5321.779297
	Iteration 52Q: 3 clusters Score -8440070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8440061.000000 Penalty: 5321.779297
	Iteration 53Q: 3 clusters Score -8440061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -8440057.000000 Penalty: 5321.779297
	Iteration 54Q: 3 clusters Score -8440057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8440057.000000 Penalty: 5321.779297
	Iteration 55Q: 3 clusters Score -8440057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8440056.000000 Penalty: 5321.779297
	Iteration 56Q: 3 clusters Score -8440056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8440062.000000 Penalty: 5321.779297
	Iteration 57Q: 3 clusters Score -8440062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8440051.000000 Penalty: 5321.779297
	Iteration 58Q: 3 clusters Score -8440051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8440061.000000 Penalty: 5321.779297
	Iteration 59Q: 3 clusters Score -8440061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8440063.000000 Penalty: 5321.779297
	Iteration 60F: 3 clusters Score -8440063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8440056.000000 Penalty: 5321.779297
	Iteration 61Q: 3 clusters Score -8440056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8440057.000000 Penalty: 5321.779297
	Iteration 62Q: 3 clusters Score -8440057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8440051.000000 Penalty: 5321.779297
	Iteration 63Q: 3 clusters Score -8440051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8440052.000000 Penalty: 5321.779297
	Iteration 64Q: 3 clusters Score -8440052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8440056.000000 Penalty: 5321.779297
	Iteration 65Q: 3 clusters Score -8440056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8440061.000000 Penalty: 5321.779297
	Iteration 66Q: 3 clusters Score -8440061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8440066.000000 Penalty: 5321.779297
	Iteration 67Q: 3 clusters Score -8440066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8440076.000000 Penalty: 5321.779297
	Iteration 68Q: 3 clusters Score -8440076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8440071.000000 Penalty: 5321.779297
	Iteration 69Q: 3 clusters Score -8440071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8440070.000000 Penalty: 5321.779297
	Iteration 70Q: 3 clusters Score -8440070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8440069.000000 Penalty: 5321.779297
	Iteration 71Q: 3 clusters Score -8440069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8440064.000000 Penalty: 5321.779297
	Iteration 72Q: 3 clusters Score -8440064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8440063.000000 Penalty: 5321.779297
	Iteration 73Q: 3 clusters Score -8440063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8440064.000000 Penalty: 5321.779297
	Iteration 74Q: 3 clusters Score -8440064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8440061.000000 Penalty: 5321.779297
	Iteration 75Q: 3 clusters Score -8440061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8440061.000000 Penalty: 5321.779297
	Iteration 76F: 3 clusters Score -8440061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Entering Unmasked Estep 
Score: -8699349.000000 Penalty: 2666.663574
	Iteration 0F: 2 clusters Score -8699349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8669343.000000 Penalty: 5333.327148
	Iteration 0F: 3 clusters Score -8669343 nChanged 21462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -8681522.000000 Penalty: 5333.327148
	Iteration 1F: 3 clusters Score -8681522 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -8682188.000000 Penalty: 5333.327148
	Iteration 2Q: 3 clusters Score -8682188 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -8682926.000000 Penalty: 5333.327148
	Iteration 3Q: 3 clusters Score -8682926 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -8683891.000000 Penalty: 5333.327148
	Iteration 4Q: 3 clusters Score -8683891 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -8685165.000000 Penalty: 5333.327148
	Iteration 5Q: 3 clusters Score -8685165 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -8686996.000000 Penalty: 5333.327148
	Iteration 6F: 3 clusters Score -8686996 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -8689300.000000 Penalty: 5333.327148
	Iteration 7F: 3 clusters Score -8689300 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -8691704.000000 Penalty: 5333.327148
	Iteration 8F: 3 clusters Score -8691704 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -8694072.000000 Penalty: 5333.327148
	Iteration 9F: 3 clusters Score -8694072 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8695485.000000 Penalty: 5333.327148
	Iteration 10Q: 3 clusters Score -8695485 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8696145.000000 Penalty: 5333.327148
	Iteration 11Q: 3 clusters Score -8696145 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8696515.000000 Penalty: 5333.327148
	Iteration 12Q: 3 clusters Score -8696515 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8696757.000000 Penalty: 5333.327148
	Iteration 13Q: 3 clusters Score -8696757 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8696882.000000 Penalty: 5333.327148
	Iteration 14Q: 3 clusters Score -8696882 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8696990.000000 Penalty: 5333.327148
	Iteration 15Q: 3 clusters Score -8696990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8697015.000000 Penalty: 5333.327148
	Iteration 16Q: 3 clusters Score -8697015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8697062.000000 Penalty: 5333.327148
	Iteration 17Q: 3 clusters Score -8697062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8697105.000000 Penalty: 5333.327148
	Iteration 18Q: 3 clusters Score -8697105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8697119.000000 Penalty: 5333.327148
	Iteration 19Q: 3 clusters Score -8697119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8697142.000000 Penalty: 5333.327148
	Iteration 20F: 3 clusters Score -8697142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8697136.000000 Penalty: 5333.327148
	Iteration 21Q: 3 clusters Score -8697136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8697149.000000 Penalty: 5333.327148
	Iteration 22Q: 3 clusters Score -8697149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8697147.000000 Penalty: 5333.327148
	Iteration 23Q: 3 clusters Score -8697147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8697149.000000 Penalty: 5333.327148
	Iteration 24Q: 3 clusters Score -8697149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8697154.000000 Penalty: 5333.327148
	Iteration 25Q: 3 clusters Score -8697154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8697158.000000 Penalty: 5333.327148
	Iteration 26Q: 3 clusters Score -8697158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8697148.000000 Penalty: 5333.327148
	Iteration 27Q: 3 clusters Score -8697148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8697147.000000 Penalty: 5333.327148
	Iteration 28Q: 3 clusters Score -8697147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8697150.000000 Penalty: 5333.327148
	Iteration 29Q: 3 clusters Score -8697150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8697148.000000 Penalty: 5333.327148
	Iteration 30Q: 3 clusters Score -8697148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8697148.000000 Penalty: 5333.327148
	Iteration 31Q: 3 clusters Score -8697148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8697150.000000 Penalty: 5333.327148
	Iteration 32Q: 3 clusters Score -8697150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8697159.000000 Penalty: 5333.327148
	Iteration 33Q: 3 clusters Score -8697159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8697154.000000 Penalty: 5333.327148
	Iteration 34Q: 3 clusters Score -8697154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8697154.000000 Penalty: 5333.327148
	Iteration 35F: 3 clusters Score -8697154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Entering Unmasked Estep 
Score: -3130205.000000 Penalty: 2414.561035
	Iteration 0F: 2 clusters Score -3130205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3118110.000000 Penalty: 4829.122070
	Iteration 0F: 3 clusters Score -3118110 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3121896.250000 Penalty: 4829.122070
	Iteration 1F: 3 clusters Score -3121896 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3122260.250000 Penalty: 4829.122070
	Iteration 2F: 3 clusters Score -3122260 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3122565.500000 Penalty: 4829.122070
	Iteration 3Q: 3 clusters Score -3122566 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3122842.250000 Penalty: 4829.122070
	Iteration 4Q: 3 clusters Score -3122842 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3123105.250000 Penalty: 4829.122070
	Iteration 5Q: 3 clusters Score -3123105 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3123388.500000 Penalty: 4829.122070
	Iteration 6Q: 3 clusters Score -3123388 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3123653.750000 Penalty: 4829.122070
	Iteration 7Q: 3 clusters Score -3123654 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3123947.250000 Penalty: 4829.122070
	Iteration 8Q: 3 clusters Score -3123947 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3124244.000000 Penalty: 4829.122070
	Iteration 9Q: 3 clusters Score -3124244 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3124551.500000 Penalty: 4829.122070
	Iteration 10Q: 3 clusters Score -3124552 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3124875.000000 Penalty: 4829.122070
	Iteration 11Q: 3 clusters Score -3124875 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3125201.500000 Penalty: 4829.122070
	Iteration 12Q: 3 clusters Score -3125202 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3125514.250000 Penalty: 4829.122070
	Iteration 13Q: 3 clusters Score -3125514 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3125782.500000 Penalty: 4829.122070
	Iteration 14Q: 3 clusters Score -3125782 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3125984.250000 Penalty: 4829.122070
	Iteration 15Q: 3 clusters Score -3125984 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -3126102.500000 Penalty: 4829.122070
	Iteration 16Q: 3 clusters Score -3126102 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3126186.000000 Penalty: 4829.122070
	Iteration 17Q: 3 clusters Score -3126186 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3126245.250000 Penalty: 4829.122070
	Iteration 18Q: 3 clusters Score -3126245 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3126293.250000 Penalty: 4829.122070
	Iteration 19Q: 3 clusters Score -3126293 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3126325.500000 Penalty: 4829.122070
	Iteration 20F: 3 clusters Score -3126326 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3126380.750000 Penalty: 4829.122070
	Iteration 21Q: 3 clusters Score -3126381 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3126425.000000 Penalty: 4829.122070
	Iteration 22Q: 3 clusters Score -3126425 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3126465.500000 Penalty: 4829.122070
	Iteration 23Q: 3 clusters Score -3126466 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3126510.000000 Penalty: 4829.122070
	Iteration 24Q: 3 clusters Score -3126510 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3126556.000000 Penalty: 4829.122070
	Iteration 25Q: 3 clusters Score -3126556 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3126605.000000 Penalty: 4829.122070
	Iteration 26Q: 3 clusters Score -3126605 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3126655.250000 Penalty: 4829.122070
	Iteration 27Q: 3 clusters Score -3126655 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3126714.750000 Penalty: 4829.122070
	Iteration 28Q: 3 clusters Score -3126715 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3126784.250000 Penalty: 4829.122070
	Iteration 29Q: 3 clusters Score -3126784 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3126859.750000 Penalty: 4829.122070
	Iteration 30Q: 3 clusters Score -3126860 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3126941.000000 Penalty: 4829.122070
	Iteration 31Q: 3 clusters Score -3126941 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3127012.750000 Penalty: 4829.122070
	Iteration 32Q: 3 clusters Score -3127013 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3127096.250000 Penalty: 4829.122070
	Iteration 33Q: 3 clusters Score -3127096 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3127154.000000 Penalty: 4829.122070
	Iteration 34Q: 3 clusters Score -3127154 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3127230.500000 Penalty: 4829.122070
	Iteration 35Q: 3 clusters Score -3127230 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3127313.500000 Penalty: 4829.122070
	Iteration 36Q: 3 clusters Score -3127314 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3127383.250000 Penalty: 4829.122070
	Iteration 37Q: 3 clusters Score -3127383 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3127463.500000 Penalty: 4829.122070
	Iteration 38Q: 3 clusters Score -3127464 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3127540.750000 Penalty: 4829.122070
	Iteration 39Q: 3 clusters Score -3127541 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3127611.250000 Penalty: 4829.122070
	Iteration 40F: 3 clusters Score -3127611 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3127678.500000 Penalty: 4829.122070
	Iteration 41Q: 3 clusters Score -3127678 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3127743.750000 Penalty: 4829.122070
	Iteration 42Q: 3 clusters Score -3127744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3127800.000000 Penalty: 4829.122070
	Iteration 43Q: 3 clusters Score -3127800 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3127851.000000 Penalty: 4829.122070
	Iteration 44Q: 3 clusters Score -3127851 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3127901.750000 Penalty: 4829.122070
	Iteration 45Q: 3 clusters Score -3127902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3127932.500000 Penalty: 4829.122070
	Iteration 46Q: 3 clusters Score -3127932 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3127966.500000 Penalty: 4829.122070
	Iteration 47Q: 3 clusters Score -3127966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3127990.500000 Penalty: 4829.122070
	Iteration 48Q: 3 clusters Score -3127990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3128004.000000 Penalty: 4829.122070
	Iteration 49Q: 3 clusters Score -3128004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3128045.500000 Penalty: 4829.122070
	Iteration 50Q: 3 clusters Score -3128046 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3128070.250000 Penalty: 4829.122070
	Iteration 51Q: 3 clusters Score -3128070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3128096.250000 Penalty: 4829.122070
	Iteration 52Q: 3 clusters Score -3128096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3128116.750000 Penalty: 4829.122070
	Iteration 53Q: 3 clusters Score -3128117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3128130.000000 Penalty: 4829.122070
	Iteration 54Q: 3 clusters Score -3128130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3128143.250000 Penalty: 4829.122070
	Iteration 55Q: 3 clusters Score -3128143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3128154.250000 Penalty: 4829.122070
	Iteration 56Q: 3 clusters Score -3128154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3128167.500000 Penalty: 4829.122070
	Iteration 57Q: 3 clusters Score -3128168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3128183.000000 Penalty: 4829.122070
	Iteration 58Q: 3 clusters Score -3128183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3128195.750000 Penalty: 4829.122070
	Iteration 59Q: 3 clusters Score -3128196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3128202.750000 Penalty: 4829.122070
	Iteration 60F: 3 clusters Score -3128203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3128215.500000 Penalty: 4829.122070
	Iteration 61Q: 3 clusters Score -3128216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3128223.750000 Penalty: 4829.122070
	Iteration 62Q: 3 clusters Score -3128224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3128239.250000 Penalty: 4829.122070
	Iteration 63Q: 3 clusters Score -3128239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3128246.500000 Penalty: 4829.122070
	Iteration 64Q: 3 clusters Score -3128246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3128254.250000 Penalty: 4829.122070
	Iteration 65Q: 3 clusters Score -3128254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3128260.500000 Penalty: 4829.122070
	Iteration 66Q: 3 clusters Score -3128260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3128266.250000 Penalty: 4829.122070
	Iteration 67Q: 3 clusters Score -3128266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3128270.750000 Penalty: 4829.122070
	Iteration 68Q: 3 clusters Score -3128271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3128271.750000 Penalty: 4829.122070
	Iteration 69Q: 3 clusters Score -3128272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3128275.500000 Penalty: 4829.122070
	Iteration 70Q: 3 clusters Score -3128276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3128274.000000 Penalty: 4829.122070
	Iteration 71Q: 3 clusters Score -3128274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3128278.500000 Penalty: 4829.122070
	Iteration 72Q: 3 clusters Score -3128278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3128283.750000 Penalty: 4829.122070
	Iteration 73Q: 3 clusters Score -3128284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3128281.500000 Penalty: 4829.122070
	Iteration 74Q: 3 clusters Score -3128282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3128281.500000 Penalty: 4829.122070
	Iteration 75F: 3 clusters Score -3128282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -77940.679688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -77940.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76373.226562 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -76373.23 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76959.585938 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -76959.59 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77259.078125 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -77259.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77416.796875 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -77416.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77478.304688 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -77478.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77553.671875 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -77553.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77585.187500 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -77585.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77596.226562 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -77596.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -77599.867188 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -77599.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77603.375000 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -77603.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -77603.898438 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -77603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -77603.898438 Penalty: 3220.901855
	Iteration 11F: 3 clusters Score -77603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Entering Unmasked Estep 
Score: -8319368.500000 Penalty: 2656.552002
	Iteration 0F: 2 clusters Score -8319368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -8289993.000000 Penalty: 5313.104004
	Iteration 0F: 3 clusters Score -8289993 nChanged 20554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -8301533.000000 Penalty: 5313.104004
	Iteration 1F: 3 clusters Score -8301533 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -8302427.500000 Penalty: 5313.104004
	Iteration 2F: 3 clusters Score -8302428 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -8303835.000000 Penalty: 5313.104004
	Iteration 3F: 3 clusters Score -8303835 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -8306051.000000 Penalty: 5313.104004
	Iteration 4F: 3 clusters Score -8306051 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -8308896.500000 Penalty: 5313.104004
	Iteration 5F: 3 clusters Score -8308896 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -8312011.500000 Penalty: 5313.104004
	Iteration 6F: 3 clusters Score -8312012 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -8314596.500000 Penalty: 5313.104004
	Iteration 7F: 3 clusters Score -8314596 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -8316293.000000 Penalty: 5313.104004
	Iteration 8Q: 3 clusters Score -8316293 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -8317105.500000 Penalty: 5313.104004
	Iteration 9Q: 3 clusters Score -8317106 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -8317540.500000 Penalty: 5313.104004
	Iteration 10Q: 3 clusters Score -8317540 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -8317784.000000 Penalty: 5313.104004
	Iteration 11Q: 3 clusters Score -8317784 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -8317926.000000 Penalty: 5313.104004
	Iteration 12Q: 3 clusters Score -8317926 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -8318042.500000 Penalty: 5313.104004
	Iteration 13Q: 3 clusters Score -8318042 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -8318110.500000 Penalty: 5313.104004
	Iteration 14Q: 3 clusters Score -8318110 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -8318193.000000 Penalty: 5313.104004
	Iteration 15Q: 3 clusters Score -8318193 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8318230.000000 Penalty: 5313.104004
	Iteration 16Q: 3 clusters Score -8318230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -8318254.000000 Penalty: 5313.104004
	Iteration 17Q: 3 clusters Score -8318254 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -8318331.500000 Penalty: 5313.104004
	Iteration 18Q: 3 clusters Score -8318332 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -8318382.500000 Penalty: 5313.104004
	Iteration 19Q: 3 clusters Score -8318382 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -8318442.000000 Penalty: 5313.104004
	Iteration 20F: 3 clusters Score -8318442 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -8318505.500000 Penalty: 5313.104004
	Iteration 21Q: 3 clusters Score -8318506 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -8318517.000000 Penalty: 5313.104004
	Iteration 22Q: 3 clusters Score -8318517 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -8318544.000000 Penalty: 5313.104004
	Iteration 23Q: 3 clusters Score -8318544 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -8318544.000000 Penalty: 5313.104004
	Iteration 24Q: 3 clusters Score -8318544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8318557.000000 Penalty: 5313.104004
	Iteration 25Q: 3 clusters Score -8318557 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8318531.000000 Penalty: 5313.104004
	Iteration 26Q: 3 clusters Score -8318531 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8318530.500000 Penalty: 5313.104004
	Iteration 27Q: 3 clusters Score -8318530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -8318535.000000 Penalty: 5313.104004
	Iteration 28Q: 3 clusters Score -8318535 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8318530.000000 Penalty: 5313.104004
	Iteration 29Q: 3 clusters Score -8318530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8318552.000000 Penalty: 5313.104004
	Iteration 30Q: 3 clusters Score -8318552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8318548.500000 Penalty: 5313.104004
	Iteration 31Q: 3 clusters Score -8318548 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8318545.000000 Penalty: 5313.104004
	Iteration 32Q: 3 clusters Score -8318545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8318518.000000 Penalty: 5313.104004
	Iteration 33Q: 3 clusters Score -8318518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8318528.500000 Penalty: 5313.104004
	Iteration 34Q: 3 clusters Score -8318528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8318504.000000 Penalty: 5313.104004
	Iteration 35Q: 3 clusters Score -8318504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8318514.000000 Penalty: 5313.104004
	Iteration 36Q: 3 clusters Score -8318514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8318509.000000 Penalty: 5313.104004
	Iteration 37Q: 3 clusters Score -8318509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8318492.500000 Penalty: 5313.104004
	Iteration 38Q: 3 clusters Score -8318492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8318502.500000 Penalty: 5313.104004
	Iteration 39Q: 3 clusters Score -8318502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8318498.500000 Penalty: 5313.104004
	Iteration 40F: 3 clusters Score -8318498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8318531.500000 Penalty: 5313.104004
	Iteration 41Q: 3 clusters Score -8318532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8318522.000000 Penalty: 5313.104004
	Iteration 42Q: 3 clusters Score -8318522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8318531.000000 Penalty: 5313.104004
	Iteration 43Q: 3 clusters Score -8318531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8318535.500000 Penalty: 5313.104004
	Iteration 44Q: 3 clusters Score -8318536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8318545.000000 Penalty: 5313.104004
	Iteration 45Q: 3 clusters Score -8318545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8318543.000000 Penalty: 5313.104004
	Iteration 46Q: 3 clusters Score -8318543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8318537.000000 Penalty: 5313.104004
	Iteration 47Q: 3 clusters Score -8318537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8318512.500000 Penalty: 5313.104004
	Iteration 48Q: 3 clusters Score -8318512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8318511.500000 Penalty: 5313.104004
	Iteration 49Q: 3 clusters Score -8318512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8318510.000000 Penalty: 5313.104004
	Iteration 50Q: 3 clusters Score -8318510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8318515.000000 Penalty: 5313.104004
	Iteration 51Q: 3 clusters Score -8318515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8318512.000000 Penalty: 5313.104004
	Iteration 52Q: 3 clusters Score -8318512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8318503.500000 Penalty: 5313.104004
	Iteration 53Q: 3 clusters Score -8318504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8318506.500000 Penalty: 5313.104004
	Iteration 54Q: 3 clusters Score -8318506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8318509.500000 Penalty: 5313.104004
	Iteration 55Q: 3 clusters Score -8318510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8318500.500000 Penalty: 5313.104004
	Iteration 56Q: 3 clusters Score -8318500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8318510.000000 Penalty: 5313.104004
	Iteration 57Q: 3 clusters Score -8318510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8318510.500000 Penalty: 5313.104004
	Iteration 58Q: 3 clusters Score -8318510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8318506.500000 Penalty: 5313.104004
	Iteration 59Q: 3 clusters Score -8318506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8318507.500000 Penalty: 5313.104004
	Iteration 60F: 3 clusters Score -8318508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8318507.000000 Penalty: 5313.104004
	Iteration 61Q: 3 clusters Score -8318507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8318508.500000 Penalty: 5313.104004
	Iteration 62Q: 3 clusters Score -8318508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8318508.000000 Penalty: 5313.104004
	Iteration 63Q: 3 clusters Score -8318508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8318502.500000 Penalty: 5313.104004
	Iteration 64Q: 3 clusters Score -8318502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8318506.000000 Penalty: 5313.104004
	Iteration 65Q: 3 clusters Score -8318506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8318509.000000 Penalty: 5313.104004
	Iteration 66Q: 3 clusters Score -8318509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8318507.000000 Penalty: 5313.104004
	Iteration 67Q: 3 clusters Score -8318507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8318506.500000 Penalty: 5313.104004
	Iteration 68Q: 3 clusters Score -8318506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8318497.500000 Penalty: 5313.104004
	Iteration 69Q: 3 clusters Score -8318498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8318498.500000 Penalty: 5313.104004
	Iteration 70Q: 3 clusters Score -8318498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8318502.000000 Penalty: 5313.104004
	Iteration 71Q: 3 clusters Score -8318502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8318502.000000 Penalty: 5313.104004
	Iteration 72F: 3 clusters Score -8318502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -32279.650391 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -32279.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31110.888672 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -31110.89 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31331.140625 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -31331.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31482.421875 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -31482.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31567.986328 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -31567.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31588.425781 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -31588.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31591.476562 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -31591.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31591.476562 Penalty: 2951.518799
	Iteration 6F: 3 clusters Score -31591.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Entering Unmasked Estep 
Score: -8587672.000000 Penalty: 2662.841797
	Iteration 0F: 2 clusters Score -8587672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -8558224.000000 Penalty: 5325.683594
	Iteration 0F: 3 clusters Score -8558224 nChanged 21304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -8570065.000000 Penalty: 5325.683594
	Iteration 1F: 3 clusters Score -8570065 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -8570652.000000 Penalty: 5325.683594
	Iteration 2Q: 3 clusters Score -8570652 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -8571206.000000 Penalty: 5325.683594
	Iteration 3Q: 3 clusters Score -8571206 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -8571960.000000 Penalty: 5325.683594
	Iteration 4Q: 3 clusters Score -8571960 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -8572881.000000 Penalty: 5325.683594
	Iteration 5Q: 3 clusters Score -8572881 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -8574077.000000 Penalty: 5325.683594
	Iteration 6Q: 3 clusters Score -8574077 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -8575552.000000 Penalty: 5325.683594
	Iteration 7F: 3 clusters Score -8575552 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -8577301.000000 Penalty: 5325.683594
	Iteration 8F: 3 clusters Score -8577301 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -8579247.000000 Penalty: 5325.683594
	Iteration 9F: 3 clusters Score -8579247 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -8581218.000000 Penalty: 5325.683594
	Iteration 10F: 3 clusters Score -8581218 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -8582340.000000 Penalty: 5325.683594
	Iteration 11Q: 3 clusters Score -8582340 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -8582926.000000 Penalty: 5325.683594
	Iteration 12Q: 3 clusters Score -8582926 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -8583275.000000 Penalty: 5325.683594
	Iteration 13Q: 3 clusters Score -8583275 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -8583530.000000 Penalty: 5325.683594
	Iteration 14Q: 3 clusters Score -8583530 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -8583743.000000 Penalty: 5325.683594
	Iteration 15Q: 3 clusters Score -8583743 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -8583949.000000 Penalty: 5325.683594
	Iteration 16Q: 3 clusters Score -8583949 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -8584183.000000 Penalty: 5325.683594
	Iteration 17Q: 3 clusters Score -8584183 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -8584361.000000 Penalty: 5325.683594
	Iteration 18Q: 3 clusters Score -8584361 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -8584446.000000 Penalty: 5325.683594
	Iteration 19Q: 3 clusters Score -8584446 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -8584582.000000 Penalty: 5325.683594
	Iteration 20F: 3 clusters Score -8584582 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -8584706.000000 Penalty: 5325.683594
	Iteration 21Q: 3 clusters Score -8584706 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -8584766.000000 Penalty: 5325.683594
	Iteration 22Q: 3 clusters Score -8584766 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -8584811.000000 Penalty: 5325.683594
	Iteration 23Q: 3 clusters Score -8584811 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -8584888.000000 Penalty: 5325.683594
	Iteration 24Q: 3 clusters Score -8584888 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -8584915.000000 Penalty: 5325.683594
	Iteration 25Q: 3 clusters Score -8584915 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -8584955.000000 Penalty: 5325.683594
	Iteration 26Q: 3 clusters Score -8584955 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -8585020.000000 Penalty: 5325.683594
	Iteration 27Q: 3 clusters Score -8585020 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -8585071.000000 Penalty: 5325.683594
	Iteration 28Q: 3 clusters Score -8585071 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -8585095.000000 Penalty: 5325.683594
	Iteration 29Q: 3 clusters Score -8585095 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -8585143.000000 Penalty: 5325.683594
	Iteration 30Q: 3 clusters Score -8585143 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -8585179.000000 Penalty: 5325.683594
	Iteration 31Q: 3 clusters Score -8585179 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -8585208.000000 Penalty: 5325.683594
	Iteration 32Q: 3 clusters Score -8585208 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -8585268.000000 Penalty: 5325.683594
	Iteration 33Q: 3 clusters Score -8585268 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -8585323.000000 Penalty: 5325.683594
	Iteration 34Q: 3 clusters Score -8585323 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -8585373.000000 Penalty: 5325.683594
	Iteration 35Q: 3 clusters Score -8585373 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -8585427.000000 Penalty: 5325.683594
	Iteration 36Q: 3 clusters Score -8585427 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -8585481.000000 Penalty: 5325.683594
	Iteration 37Q: 3 clusters Score -8585481 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -8585527.000000 Penalty: 5325.683594
	Iteration 38Q: 3 clusters Score -8585527 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -8585579.000000 Penalty: 5325.683594
	Iteration 39Q: 3 clusters Score -8585579 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -8585640.000000 Penalty: 5325.683594
	Iteration 40F: 3 clusters Score -8585640 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -8585729.000000 Penalty: 5325.683594
	Iteration 41Q: 3 clusters Score -8585729 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8585766.000000 Penalty: 5325.683594
	Iteration 42Q: 3 clusters Score -8585766 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -8585793.000000 Penalty: 5325.683594
	Iteration 43Q: 3 clusters Score -8585793 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -8585805.000000 Penalty: 5325.683594
	Iteration 44Q: 3 clusters Score -8585805 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -8585838.000000 Penalty: 5325.683594
	Iteration 45Q: 3 clusters Score -8585838 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -8585871.000000 Penalty: 5325.683594
	Iteration 46Q: 3 clusters Score -8585871 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -8585944.000000 Penalty: 5325.683594
	Iteration 47Q: 3 clusters Score -8585944 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -8586014.000000 Penalty: 5325.683594
	Iteration 48Q: 3 clusters Score -8586014 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -8586064.000000 Penalty: 5325.683594
	Iteration 49Q: 3 clusters Score -8586064 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -8586133.000000 Penalty: 5325.683594
	Iteration 50Q: 3 clusters Score -8586133 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -8586156.000000 Penalty: 5325.683594
	Iteration 51Q: 3 clusters Score -8586156 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -8586164.000000 Penalty: 5325.683594
	Iteration 52Q: 3 clusters Score -8586164 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -8586179.000000 Penalty: 5325.683594
	Iteration 53Q: 3 clusters Score -8586179 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8586189.000000 Penalty: 5325.683594
	Iteration 54Q: 3 clusters Score -8586189 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -8586189.000000 Penalty: 5325.683594
	Iteration 55Q: 3 clusters Score -8586189 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8586187.000000 Penalty: 5325.683594
	Iteration 56Q: 3 clusters Score -8586187 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -8586214.000000 Penalty: 5325.683594
	Iteration 57Q: 3 clusters Score -8586214 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8586203.000000 Penalty: 5325.683594
	Iteration 58Q: 3 clusters Score -8586203 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8586211.000000 Penalty: 5325.683594
	Iteration 59Q: 3 clusters Score -8586211 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -8586210.000000 Penalty: 5325.683594
	Iteration 60F: 3 clusters Score -8586210 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8586214.000000 Penalty: 5325.683594
	Iteration 61Q: 3 clusters Score -8586214 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8586203.000000 Penalty: 5325.683594
	Iteration 62Q: 3 clusters Score -8586203 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8586211.000000 Penalty: 5325.683594
	Iteration 63Q: 3 clusters Score -8586211 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8586224.000000 Penalty: 5325.683594
	Iteration 64Q: 3 clusters Score -8586224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8586218.000000 Penalty: 5325.683594
	Iteration 65Q: 3 clusters Score -8586218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8586226.000000 Penalty: 5325.683594
	Iteration 66Q: 3 clusters Score -8586226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8586220.000000 Penalty: 5325.683594
	Iteration 67Q: 3 clusters Score -8586220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8586199.000000 Penalty: 5325.683594
	Iteration 68Q: 3 clusters Score -8586199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8586185.000000 Penalty: 5325.683594
	Iteration 69Q: 3 clusters Score -8586185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8586188.000000 Penalty: 5325.683594
	Iteration 70Q: 3 clusters Score -8586188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8586184.000000 Penalty: 5325.683594
	Iteration 71Q: 3 clusters Score -8586184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8586193.000000 Penalty: 5325.683594
	Iteration 72Q: 3 clusters Score -8586193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8586201.000000 Penalty: 5325.683594
	Iteration 73Q: 3 clusters Score -8586201 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8586193.000000 Penalty: 5325.683594
	Iteration 74Q: 3 clusters Score -8586193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8586193.000000 Penalty: 5325.683594
	Iteration 75Q: 3 clusters Score -8586193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8586192.000000 Penalty: 5325.683594
	Iteration 76Q: 3 clusters Score -8586192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8586190.000000 Penalty: 5325.683594
	Iteration 77Q: 3 clusters Score -8586190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8586189.000000 Penalty: 5325.683594
	Iteration 78Q: 3 clusters Score -8586189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8586185.000000 Penalty: 5325.683594
	Iteration 79Q: 3 clusters Score -8586185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8586199.000000 Penalty: 5325.683594
	Iteration 80F: 3 clusters Score -8586199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8586201.000000 Penalty: 5325.683594
	Iteration 81Q: 3 clusters Score -8586201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8586201.000000 Penalty: 5325.683594
	Iteration 82Q: 3 clusters Score -8586201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8586198.000000 Penalty: 5325.683594
	Iteration 83Q: 3 clusters Score -8586198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8586182.000000 Penalty: 5325.683594
	Iteration 84Q: 3 clusters Score -8586182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8586196.000000 Penalty: 5325.683594
	Iteration 85Q: 3 clusters Score -8586196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8586198.000000 Penalty: 5325.683594
	Iteration 86Q: 3 clusters Score -8586198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8586189.000000 Penalty: 5325.683594
	Iteration 87Q: 3 clusters Score -8586189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8586184.000000 Penalty: 5325.683594
	Iteration 88Q: 3 clusters Score -8586184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8586197.000000 Penalty: 5325.683594
	Iteration 89Q: 3 clusters Score -8586197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8586194.000000 Penalty: 5325.683594
	Iteration 90Q: 3 clusters Score -8586194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8586197.000000 Penalty: 5325.683594
	Iteration 91Q: 3 clusters Score -8586197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8586204.000000 Penalty: 5325.683594
	Iteration 92Q: 3 clusters Score -8586204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8586202.000000 Penalty: 5325.683594
	Iteration 93Q: 3 clusters Score -8586202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8586199.000000 Penalty: 5325.683594
	Iteration 94Q: 3 clusters Score -8586199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8586211.000000 Penalty: 5325.683594
	Iteration 95Q: 3 clusters Score -8586211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8586199.000000 Penalty: 5325.683594
	Iteration 96Q: 3 clusters Score -8586199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8586206.000000 Penalty: 5325.683594
	Iteration 97Q: 3 clusters Score -8586206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8586205.000000 Penalty: 5325.683594
	Iteration 98Q: 3 clusters Score -8586205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8586210.000000 Penalty: 5325.683594
	Iteration 99Q: 3 clusters Score -8586210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8586204.000000 Penalty: 5325.683594
	Iteration 100F: 3 clusters Score -8586204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8586207.000000 Penalty: 5325.683594
	Iteration 101Q: 3 clusters Score -8586207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8586205.000000 Penalty: 5325.683594
	Iteration 102Q: 3 clusters Score -8586205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8586212.000000 Penalty: 5325.683594
	Iteration 103Q: 3 clusters Score -8586212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8586212.000000 Penalty: 5325.683594
	Iteration 104F: 3 clusters Score -8586212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Entering Unmasked Estep 
Score: -9169194.000000 Penalty: 2682.435303
	Iteration 0F: 2 clusters Score -9169194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -9137443.000000 Penalty: 5364.870605
	Iteration 0F: 3 clusters Score -9137443 nChanged 22885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -9150119.000000 Penalty: 5364.870605
	Iteration 1F: 3 clusters Score -9150119 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -9150650.000000 Penalty: 5364.870605
	Iteration 2Q: 3 clusters Score -9150650 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -9151123.000000 Penalty: 5364.870605
	Iteration 3Q: 3 clusters Score -9151123 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -9151650.000000 Penalty: 5364.870605
	Iteration 4Q: 3 clusters Score -9151650 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -9152389.000000 Penalty: 5364.870605
	Iteration 5Q: 3 clusters Score -9152389 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -9153413.000000 Penalty: 5364.870605
	Iteration 6Q: 3 clusters Score -9153413 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -9155070.000000 Penalty: 5364.870605
	Iteration 7F: 3 clusters Score -9155070 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -9157664.000000 Penalty: 5364.870605
	Iteration 8F: 3 clusters Score -9157664 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -9160725.000000 Penalty: 5364.870605
	Iteration 9F: 3 clusters Score -9160725 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -9163392.000000 Penalty: 5364.870605
	Iteration 10F: 3 clusters Score -9163392 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -9164969.000000 Penalty: 5364.870605
	Iteration 11Q: 3 clusters Score -9164969 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -9165803.000000 Penalty: 5364.870605
	Iteration 12Q: 3 clusters Score -9165803 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -9166193.000000 Penalty: 5364.870605
	Iteration 13Q: 3 clusters Score -9166193 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -9166461.000000 Penalty: 5364.870605
	Iteration 14Q: 3 clusters Score -9166461 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -9166596.000000 Penalty: 5364.870605
	Iteration 15Q: 3 clusters Score -9166596 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -9166680.000000 Penalty: 5364.870605
	Iteration 16Q: 3 clusters Score -9166680 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -9166757.000000 Penalty: 5364.870605
	Iteration 17Q: 3 clusters Score -9166757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -9166818.000000 Penalty: 5364.870605
	Iteration 18Q: 3 clusters Score -9166818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -9166835.000000 Penalty: 5364.870605
	Iteration 19Q: 3 clusters Score -9166835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -9166849.000000 Penalty: 5364.870605
	Iteration 20F: 3 clusters Score -9166849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -9166858.000000 Penalty: 5364.870605
	Iteration 21Q: 3 clusters Score -9166858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -9166871.000000 Penalty: 5364.870605
	Iteration 22Q: 3 clusters Score -9166871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -9166885.000000 Penalty: 5364.870605
	Iteration 23Q: 3 clusters Score -9166885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -9166891.000000 Penalty: 5364.870605
	Iteration 24Q: 3 clusters Score -9166891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -9166899.000000 Penalty: 5364.870605
	Iteration 25Q: 3 clusters Score -9166899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -9166914.000000 Penalty: 5364.870605
	Iteration 26Q: 3 clusters Score -9166914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -9166923.000000 Penalty: 5364.870605
	Iteration 27Q: 3 clusters Score -9166923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -9166933.000000 Penalty: 5364.870605
	Iteration 28Q: 3 clusters Score -9166933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -9166936.000000 Penalty: 5364.870605
	Iteration 29Q: 3 clusters Score -9166936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -9166933.000000 Penalty: 5364.870605
	Iteration 30Q: 3 clusters Score -9166933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -9166939.000000 Penalty: 5364.870605
	Iteration 31Q: 3 clusters Score -9166939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -9166946.000000 Penalty: 5364.870605
	Iteration 32Q: 3 clusters Score -9166946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -9166946.000000 Penalty: 5364.870605
	Iteration 33F: 3 clusters Score -9166946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Entering Unmasked Estep 
Score: -9281913.000000 Penalty: 2685.880615
	Iteration 0F: 2 clusters Score -9281913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -9250642.000000 Penalty: 5371.761230
	Iteration 0F: 3 clusters Score -9250642 nChanged 23281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -9263397.000000 Penalty: 5371.761230
	Iteration 1F: 3 clusters Score -9263397 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -9263912.000000 Penalty: 5371.761230
	Iteration 2Q: 3 clusters Score -9263912 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -9264368.000000 Penalty: 5371.761230
	Iteration 3Q: 3 clusters Score -9264368 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -9265075.000000 Penalty: 5371.761230
	Iteration 4Q: 3 clusters Score -9265075 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -9265983.000000 Penalty: 5371.761230
	Iteration 5Q: 3 clusters Score -9265983 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -9267226.000000 Penalty: 5371.761230
	Iteration 6Q: 3 clusters Score -9267226 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -9268752.000000 Penalty: 5371.761230
	Iteration 7F: 3 clusters Score -9268752 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -9270491.000000 Penalty: 5371.761230
	Iteration 8F: 3 clusters Score -9270491 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -9272498.000000 Penalty: 5371.761230
	Iteration 9F: 3 clusters Score -9272498 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -9274361.000000 Penalty: 5371.761230
	Iteration 10F: 3 clusters Score -9274361 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -9275785.000000 Penalty: 5371.761230
	Iteration 11F: 3 clusters Score -9275785 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -9276566.000000 Penalty: 5371.761230
	Iteration 12Q: 3 clusters Score -9276566 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -9276961.000000 Penalty: 5371.761230
	Iteration 13Q: 3 clusters Score -9276961 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -9277205.000000 Penalty: 5371.761230
	Iteration 14Q: 3 clusters Score -9277205 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -9277374.000000 Penalty: 5371.761230
	Iteration 15Q: 3 clusters Score -9277374 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -9277522.000000 Penalty: 5371.761230
	Iteration 16Q: 3 clusters Score -9277522 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -9277637.000000 Penalty: 5371.761230
	Iteration 17Q: 3 clusters Score -9277637 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -9277780.000000 Penalty: 5371.761230
	Iteration 18Q: 3 clusters Score -9277780 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -9277890.000000 Penalty: 5371.761230
	Iteration 19Q: 3 clusters Score -9277890 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -9277972.000000 Penalty: 5371.761230
	Iteration 20F: 3 clusters Score -9277972 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -9278098.000000 Penalty: 5371.761230
	Iteration 21Q: 3 clusters Score -9278098 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -9278160.000000 Penalty: 5371.761230
	Iteration 22Q: 3 clusters Score -9278160 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -9278236.000000 Penalty: 5371.761230
	Iteration 23Q: 3 clusters Score -9278236 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -9278284.000000 Penalty: 5371.761230
	Iteration 24Q: 3 clusters Score -9278284 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -9278395.000000 Penalty: 5371.761230
	Iteration 25Q: 3 clusters Score -9278395 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -9278505.000000 Penalty: 5371.761230
	Iteration 26Q: 3 clusters Score -9278505 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -9278557.000000 Penalty: 5371.761230
	Iteration 27Q: 3 clusters Score -9278557 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -9278637.000000 Penalty: 5371.761230
	Iteration 28Q: 3 clusters Score -9278637 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -9278731.000000 Penalty: 5371.761230
	Iteration 29Q: 3 clusters Score -9278731 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -9278785.000000 Penalty: 5371.761230
	Iteration 30Q: 3 clusters Score -9278785 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -9278920.000000 Penalty: 5371.761230
	Iteration 31Q: 3 clusters Score -9278920 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -9279031.000000 Penalty: 5371.761230
	Iteration 32Q: 3 clusters Score -9279031 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -9279106.000000 Penalty: 5371.761230
	Iteration 33Q: 3 clusters Score -9279106 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -9279195.000000 Penalty: 5371.761230
	Iteration 34Q: 3 clusters Score -9279195 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -9279315.000000 Penalty: 5371.761230
	Iteration 35Q: 3 clusters Score -9279315 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -9279440.000000 Penalty: 5371.761230
	Iteration 36Q: 3 clusters Score -9279440 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -9279494.000000 Penalty: 5371.761230
	Iteration 37Q: 3 clusters Score -9279494 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -9279607.000000 Penalty: 5371.761230
	Iteration 38Q: 3 clusters Score -9279607 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -9279712.000000 Penalty: 5371.761230
	Iteration 39Q: 3 clusters Score -9279712 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -9279820.000000 Penalty: 5371.761230
	Iteration 40F: 3 clusters Score -9279820 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -9279921.000000 Penalty: 5371.761230
	Iteration 41Q: 3 clusters Score -9279921 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -9280050.000000 Penalty: 5371.761230
	Iteration 42Q: 3 clusters Score -9280050 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -9280114.000000 Penalty: 5371.761230
	Iteration 43Q: 3 clusters Score -9280114 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -9280210.000000 Penalty: 5371.761230
	Iteration 44Q: 3 clusters Score -9280210 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -9280288.000000 Penalty: 5371.761230
	Iteration 45Q: 3 clusters Score -9280288 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -9280371.000000 Penalty: 5371.761230
	Iteration 46Q: 3 clusters Score -9280371 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -9280443.000000 Penalty: 5371.761230
	Iteration 47Q: 3 clusters Score -9280443 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -9280503.000000 Penalty: 5371.761230
	Iteration 48Q: 3 clusters Score -9280503 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -9280515.000000 Penalty: 5371.761230
	Iteration 49Q: 3 clusters Score -9280515 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -9280581.000000 Penalty: 5371.761230
	Iteration 50Q: 3 clusters Score -9280581 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -9280681.000000 Penalty: 5371.761230
	Iteration 51Q: 3 clusters Score -9280681 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -9280715.000000 Penalty: 5371.761230
	Iteration 52Q: 3 clusters Score -9280715 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -9280778.000000 Penalty: 5371.761230
	Iteration 53Q: 3 clusters Score -9280778 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -9280818.000000 Penalty: 5371.761230
	Iteration 54Q: 3 clusters Score -9280818 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -9280881.000000 Penalty: 5371.761230
	Iteration 55Q: 3 clusters Score -9280881 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -9281007.000000 Penalty: 5371.761230
	Iteration 56Q: 3 clusters Score -9281007 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -9281051.000000 Penalty: 5371.761230
	Iteration 57Q: 3 clusters Score -9281051 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -9281090.000000 Penalty: 5371.761230
	Iteration 58Q: 3 clusters Score -9281090 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -9281094.000000 Penalty: 5371.761230
	Iteration 59Q: 3 clusters Score -9281094 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -9281132.000000 Penalty: 5371.761230
	Iteration 60F: 3 clusters Score -9281132 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -9281192.000000 Penalty: 5371.761230
	Iteration 61Q: 3 clusters Score -9281192 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -9281216.000000 Penalty: 5371.761230
	Iteration 62Q: 3 clusters Score -9281216 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -9281272.000000 Penalty: 5371.761230
	Iteration 63Q: 3 clusters Score -9281272 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -9281337.000000 Penalty: 5371.761230
	Iteration 64Q: 3 clusters Score -9281337 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -9281401.000000 Penalty: 5371.761230
	Iteration 65Q: 3 clusters Score -9281401 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -9281461.000000 Penalty: 5371.761230
	Iteration 66Q: 3 clusters Score -9281461 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -9281521.000000 Penalty: 5371.761230
	Iteration 67Q: 3 clusters Score -9281521 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -9281545.000000 Penalty: 5371.761230
	Iteration 68Q: 3 clusters Score -9281545 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -9281597.000000 Penalty: 5371.761230
	Iteration 69Q: 3 clusters Score -9281597 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -9281636.000000 Penalty: 5371.761230
	Iteration 70Q: 3 clusters Score -9281636 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -9281676.000000 Penalty: 5371.761230
	Iteration 71Q: 3 clusters Score -9281676 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -9281712.000000 Penalty: 5371.761230
	Iteration 72Q: 3 clusters Score -9281712 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -9281747.000000 Penalty: 5371.761230
	Iteration 73Q: 3 clusters Score -9281747 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -9281787.000000 Penalty: 5371.761230
	Iteration 74Q: 3 clusters Score -9281787 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -9281815.000000 Penalty: 5371.761230
	Iteration 75Q: 3 clusters Score -9281815 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -9281835.000000 Penalty: 5371.761230
	Iteration 76Q: 3 clusters Score -9281835 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -9281853.000000 Penalty: 5371.761230
	Iteration 77Q: 3 clusters Score -9281853 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -9281877.000000 Penalty: 5371.761230
	Iteration 78Q: 3 clusters Score -9281877 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -9281914.000000 Penalty: 5371.761230
	Iteration 79Q: 3 clusters Score -9281914 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -9281978.000000 Penalty: 5371.761230
	Iteration 80F: 3 clusters Score -9281978 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -9282014.000000 Penalty: 5371.761230
	Iteration 81Q: 3 clusters Score -9282014 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -9282028.000000 Penalty: 5371.761230
	Iteration 82Q: 3 clusters Score -9282028 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -9282068.000000 Penalty: 5371.761230
	Iteration 83Q: 3 clusters Score -9282068 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -9282128.000000 Penalty: 5371.761230
	Iteration 84Q: 3 clusters Score -9282128 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -9282171.000000 Penalty: 5371.761230
	Iteration 85Q: 3 clusters Score -9282171 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -9282168.000000 Penalty: 5371.761230
	Iteration 86Q: 3 clusters Score -9282168 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -9282204.000000 Penalty: 5371.761230
	Iteration 87Q: 3 clusters Score -9282204 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -9282184.000000 Penalty: 5371.761230
	Iteration 88Q: 3 clusters Score -9282184 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -9282150.000000 Penalty: 5371.761230
	Iteration 89Q: 3 clusters Score -9282150 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -9282137.000000 Penalty: 5371.761230
	Iteration 90Q: 3 clusters Score -9282137 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -9282143.000000 Penalty: 5371.761230
	Iteration 91Q: 3 clusters Score -9282143 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -9282103.000000 Penalty: 5371.761230
	Iteration 92Q: 3 clusters Score -9282103 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -9282042.000000 Penalty: 5371.761230
	Iteration 93Q: 3 clusters Score -9282042 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -9281968.000000 Penalty: 5371.761230
	Iteration 94Q: 3 clusters Score -9281968 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -9281930.000000 Penalty: 5371.761230
	Iteration 95Q: 3 clusters Score -9281930 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -9281863.000000 Penalty: 5371.761230
	Iteration 96Q: 3 clusters Score -9281863 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -9281808.000000 Penalty: 5371.761230
	Iteration 97Q: 3 clusters Score -9281808 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -9281749.000000 Penalty: 5371.761230
	Iteration 98Q: 3 clusters Score -9281749 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -9281667.000000 Penalty: 5371.761230
	Iteration 99Q: 3 clusters Score -9281667 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -9281657.000000 Penalty: 5371.761230
	Iteration 100F: 3 clusters Score -9281657 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -9281641.000000 Penalty: 5371.761230
	Iteration 101Q: 3 clusters Score -9281641 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -9281543.000000 Penalty: 5371.761230
	Iteration 102Q: 3 clusters Score -9281543 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -9281470.000000 Penalty: 5371.761230
	Iteration 103Q: 3 clusters Score -9281470 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -9281410.000000 Penalty: 5371.761230
	Iteration 104Q: 3 clusters Score -9281410 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -9281369.000000 Penalty: 5371.761230
	Iteration 105Q: 3 clusters Score -9281369 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -9281324.000000 Penalty: 5371.761230
	Iteration 106Q: 3 clusters Score -9281324 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -9281277.000000 Penalty: 5371.761230
	Iteration 107Q: 3 clusters Score -9281277 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -9281235.000000 Penalty: 5371.761230
	Iteration 108Q: 3 clusters Score -9281235 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -9281201.000000 Penalty: 5371.761230
	Iteration 109Q: 3 clusters Score -9281201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -9281150.000000 Penalty: 5371.761230
	Iteration 110Q: 3 clusters Score -9281150 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -9281101.000000 Penalty: 5371.761230
	Iteration 111Q: 3 clusters Score -9281101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -9281062.000000 Penalty: 5371.761230
	Iteration 112Q: 3 clusters Score -9281062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -9281051.000000 Penalty: 5371.761230
	Iteration 113Q: 3 clusters Score -9281051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -9281003.000000 Penalty: 5371.761230
	Iteration 114Q: 3 clusters Score -9281003 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -9280972.000000 Penalty: 5371.761230
	Iteration 115Q: 3 clusters Score -9280972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -9280965.000000 Penalty: 5371.761230
	Iteration 116Q: 3 clusters Score -9280965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -9280941.000000 Penalty: 5371.761230
	Iteration 117Q: 3 clusters Score -9280941 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -9280886.000000 Penalty: 5371.761230
	Iteration 118Q: 3 clusters Score -9280886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -9280853.000000 Penalty: 5371.761230
	Iteration 119Q: 3 clusters Score -9280853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9280826.000000 Penalty: 5371.761230
	Iteration 120F: 3 clusters Score -9280826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -9280792.000000 Penalty: 5371.761230
	Iteration 121Q: 3 clusters Score -9280792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -9280757.000000 Penalty: 5371.761230
	Iteration 122Q: 3 clusters Score -9280757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -9280726.000000 Penalty: 5371.761230
	Iteration 123Q: 3 clusters Score -9280726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -9280733.000000 Penalty: 5371.761230
	Iteration 124Q: 3 clusters Score -9280733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9280730.000000 Penalty: 5371.761230
	Iteration 125Q: 3 clusters Score -9280730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9280734.000000 Penalty: 5371.761230
	Iteration 126Q: 3 clusters Score -9280734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -9280725.000000 Penalty: 5371.761230
	Iteration 127Q: 3 clusters Score -9280725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9280705.000000 Penalty: 5371.761230
	Iteration 128Q: 3 clusters Score -9280705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9280702.000000 Penalty: 5371.761230
	Iteration 129Q: 3 clusters Score -9280702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9280703.000000 Penalty: 5371.761230
	Iteration 130Q: 3 clusters Score -9280703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -9280709.000000 Penalty: 5371.761230
	Iteration 131Q: 3 clusters Score -9280709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9280695.000000 Penalty: 5371.761230
	Iteration 132Q: 3 clusters Score -9280695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -9280688.000000 Penalty: 5371.761230
	Iteration 133Q: 3 clusters Score -9280688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9280656.000000 Penalty: 5371.761230
	Iteration 134Q: 3 clusters Score -9280656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9280645.000000 Penalty: 5371.761230
	Iteration 135Q: 3 clusters Score -9280645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9280624.000000 Penalty: 5371.761230
	Iteration 136Q: 3 clusters Score -9280624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9280614.000000 Penalty: 5371.761230
	Iteration 137Q: 3 clusters Score -9280614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9280594.000000 Penalty: 5371.761230
	Iteration 138Q: 3 clusters Score -9280594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9280585.000000 Penalty: 5371.761230
	Iteration 139Q: 3 clusters Score -9280585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9280586.000000 Penalty: 5371.761230
	Iteration 140F: 3 clusters Score -9280586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9280562.000000 Penalty: 5371.761230
	Iteration 141Q: 3 clusters Score -9280562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9280542.000000 Penalty: 5371.761230
	Iteration 142Q: 3 clusters Score -9280542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9280543.000000 Penalty: 5371.761230
	Iteration 143Q: 3 clusters Score -9280543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9280538.000000 Penalty: 5371.761230
	Iteration 144Q: 3 clusters Score -9280538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9280528.000000 Penalty: 5371.761230
	Iteration 145Q: 3 clusters Score -9280528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9280513.000000 Penalty: 5371.761230
	Iteration 146Q: 3 clusters Score -9280513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9280509.000000 Penalty: 5371.761230
	Iteration 147Q: 3 clusters Score -9280509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9280490.000000 Penalty: 5371.761230
	Iteration 148Q: 3 clusters Score -9280490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -9280494.000000 Penalty: 5371.761230
	Iteration 149Q: 3 clusters Score -9280494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9280473.000000 Penalty: 5371.761230
	Iteration 150Q: 3 clusters Score -9280473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9280473.000000 Penalty: 5371.761230
	Iteration 151Q: 3 clusters Score -9280473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9280467.000000 Penalty: 5371.761230
	Iteration 152Q: 3 clusters Score -9280467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9280446.000000 Penalty: 5371.761230
	Iteration 153Q: 3 clusters Score -9280446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -9280456.000000 Penalty: 5371.761230
	Iteration 154Q: 3 clusters Score -9280456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9280452.000000 Penalty: 5371.761230
	Iteration 155Q: 3 clusters Score -9280452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9280451.000000 Penalty: 5371.761230
	Iteration 156Q: 3 clusters Score -9280451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9280455.000000 Penalty: 5371.761230
	Iteration 157Q: 3 clusters Score -9280455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9280455.000000 Penalty: 5371.761230
	Iteration 158Q: 3 clusters Score -9280455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9280461.000000 Penalty: 5371.761230
	Iteration 159Q: 3 clusters Score -9280461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9280452.000000 Penalty: 5371.761230
	Iteration 160F: 3 clusters Score -9280452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9280442.000000 Penalty: 5371.761230
	Iteration 161Q: 3 clusters Score -9280442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9280438.000000 Penalty: 5371.761230
	Iteration 162Q: 3 clusters Score -9280438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9280435.000000 Penalty: 5371.761230
	Iteration 163Q: 3 clusters Score -9280435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9280421.000000 Penalty: 5371.761230
	Iteration 164Q: 3 clusters Score -9280421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -9280414.000000 Penalty: 5371.761230
	Iteration 165Q: 3 clusters Score -9280414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9280395.000000 Penalty: 5371.761230
	Iteration 166Q: 3 clusters Score -9280395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -9280389.000000 Penalty: 5371.761230
	Iteration 167Q: 3 clusters Score -9280389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9280383.000000 Penalty: 5371.761230
	Iteration 168Q: 3 clusters Score -9280383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9280358.000000 Penalty: 5371.761230
	Iteration 169Q: 3 clusters Score -9280358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9280381.000000 Penalty: 5371.761230
	Iteration 170Q: 3 clusters Score -9280381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9280379.000000 Penalty: 5371.761230
	Iteration 171Q: 3 clusters Score -9280379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9280374.000000 Penalty: 5371.761230
	Iteration 172Q: 3 clusters Score -9280374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9280365.000000 Penalty: 5371.761230
	Iteration 173Q: 3 clusters Score -9280365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -9280362.000000 Penalty: 5371.761230
	Iteration 174Q: 3 clusters Score -9280362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9280354.000000 Penalty: 5371.761230
	Iteration 175Q: 3 clusters Score -9280354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9280354.000000 Penalty: 5371.761230
	Iteration 176Q: 3 clusters Score -9280354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9280350.000000 Penalty: 5371.761230
	Iteration 177Q: 3 clusters Score -9280350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9280345.000000 Penalty: 5371.761230
	Iteration 178Q: 3 clusters Score -9280345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9280334.000000 Penalty: 5371.761230
	Iteration 179Q: 3 clusters Score -9280334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9280333.000000 Penalty: 5371.761230
	Iteration 180F: 3 clusters Score -9280333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9280330.000000 Penalty: 5371.761230
	Iteration 181Q: 3 clusters Score -9280330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9280337.000000 Penalty: 5371.761230
	Iteration 182Q: 3 clusters Score -9280337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9280334.000000 Penalty: 5371.761230
	Iteration 183Q: 3 clusters Score -9280334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9280327.000000 Penalty: 5371.761230
	Iteration 184Q: 3 clusters Score -9280327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9280331.000000 Penalty: 5371.761230
	Iteration 185Q: 3 clusters Score -9280331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -9280330.000000 Penalty: 5371.761230
	Iteration 186Q: 3 clusters Score -9280330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9280328.000000 Penalty: 5371.761230
	Iteration 187Q: 3 clusters Score -9280328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9280331.000000 Penalty: 5371.761230
	Iteration 188Q: 3 clusters Score -9280331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9280328.000000 Penalty: 5371.761230
	Iteration 189Q: 3 clusters Score -9280328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9280328.000000 Penalty: 5371.761230
	Iteration 190Q: 3 clusters Score -9280328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9280319.000000 Penalty: 5371.761230
	Iteration 191Q: 3 clusters Score -9280319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9280332.000000 Penalty: 5371.761230
	Iteration 192Q: 3 clusters Score -9280332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9280322.000000 Penalty: 5371.761230
	Iteration 193Q: 3 clusters Score -9280322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9280312.000000 Penalty: 5371.761230
	Iteration 194Q: 3 clusters Score -9280312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -9280316.000000 Penalty: 5371.761230
	Iteration 195Q: 3 clusters Score -9280316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9280317.000000 Penalty: 5371.761230
	Iteration 196Q: 3 clusters Score -9280317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9280317.000000 Penalty: 5371.761230
	Iteration 197Q: 3 clusters Score -9280317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9280314.000000 Penalty: 5371.761230
	Iteration 198Q: 3 clusters Score -9280314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9280315.000000 Penalty: 5371.761230
	Iteration 199Q: 3 clusters Score -9280315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9280308.000000 Penalty: 5371.761230
	Iteration 200F: 3 clusters Score -9280308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -9280311.000000 Penalty: 5371.761230
	Iteration 201Q: 3 clusters Score -9280311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9280305.000000 Penalty: 5371.761230
	Iteration 202Q: 3 clusters Score -9280305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9280303.000000 Penalty: 5371.761230
	Iteration 203Q: 3 clusters Score -9280303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9280301.000000 Penalty: 5371.761230
	Iteration 204Q: 3 clusters Score -9280301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9280291.000000 Penalty: 5371.761230
	Iteration 205Q: 3 clusters Score -9280291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9280291.000000 Penalty: 5371.761230
	Iteration 206Q: 3 clusters Score -9280291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9280281.000000 Penalty: 5371.761230
	Iteration 207Q: 3 clusters Score -9280281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -9280286.000000 Penalty: 5371.761230
	Iteration 208Q: 3 clusters Score -9280286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9280281.000000 Penalty: 5371.761230
	Iteration 209Q: 3 clusters Score -9280281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9280271.000000 Penalty: 5371.761230
	Iteration 210Q: 3 clusters Score -9280271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9280282.000000 Penalty: 5371.761230
	Iteration 211Q: 3 clusters Score -9280282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -9280285.000000 Penalty: 5371.761230
	Iteration 212Q: 3 clusters Score -9280285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -9280289.000000 Penalty: 5371.761230
	Iteration 213Q: 3 clusters Score -9280289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9280290.000000 Penalty: 5371.761230
	Iteration 214Q: 3 clusters Score -9280290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9280288.000000 Penalty: 5371.761230
	Iteration 215Q: 3 clusters Score -9280288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9280289.000000 Penalty: 5371.761230
	Iteration 216Q: 3 clusters Score -9280289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9280287.000000 Penalty: 5371.761230
	Iteration 217Q: 3 clusters Score -9280287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9280295.000000 Penalty: 5371.761230
	Iteration 218Q: 3 clusters Score -9280295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9280293.000000 Penalty: 5371.761230
	Iteration 219Q: 3 clusters Score -9280293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9280293.000000 Penalty: 5371.761230
	Iteration 220F: 3 clusters Score -9280293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Entering Unmasked Estep 
Score: -8044030.500000 Penalty: 2647.957031
	Iteration 0F: 2 clusters Score -8044030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8015266.000000 Penalty: 5295.914062
	Iteration 0F: 3 clusters Score -8015266 nChanged 19948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -8026199.500000 Penalty: 5295.914062
	Iteration 1F: 3 clusters Score -8026200 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -8026659.500000 Penalty: 5295.914062
	Iteration 2Q: 3 clusters Score -8026660 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -8027090.500000 Penalty: 5295.914062
	Iteration 3Q: 3 clusters Score -8027090 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -8027542.000000 Penalty: 5295.914062
	Iteration 4Q: 3 clusters Score -8027542 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -8028219.000000 Penalty: 5295.914062
	Iteration 5Q: 3 clusters Score -8028219 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -8029259.500000 Penalty: 5295.914062
	Iteration 6Q: 3 clusters Score -8029260 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -8030847.500000 Penalty: 5295.914062
	Iteration 7F: 3 clusters Score -8030848 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -8033081.000000 Penalty: 5295.914062
	Iteration 8F: 3 clusters Score -8033081 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -8035948.500000 Penalty: 5295.914062
	Iteration 9F: 3 clusters Score -8035948 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -8038590.000000 Penalty: 5295.914062
	Iteration 10F: 3 clusters Score -8038590 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -8040068.000000 Penalty: 5295.914062
	Iteration 11Q: 3 clusters Score -8040068 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -8040792.500000 Penalty: 5295.914062
	Iteration 12Q: 3 clusters Score -8040792 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -8041150.000000 Penalty: 5295.914062
	Iteration 13Q: 3 clusters Score -8041150 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -8041436.500000 Penalty: 5295.914062
	Iteration 14Q: 3 clusters Score -8041436 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -8041731.500000 Penalty: 5295.914062
	Iteration 15Q: 3 clusters Score -8041732 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -8041993.000000 Penalty: 5295.914062
	Iteration 16Q: 3 clusters Score -8041993 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -8042114.000000 Penalty: 5295.914062
	Iteration 17Q: 3 clusters Score -8042114 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -8042235.500000 Penalty: 5295.914062
	Iteration 18Q: 3 clusters Score -8042236 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -8042308.000000 Penalty: 5295.914062
	Iteration 19Q: 3 clusters Score -8042308 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -8042397.000000 Penalty: 5295.914062
	Iteration 20F: 3 clusters Score -8042397 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -8042436.000000 Penalty: 5295.914062
	Iteration 21Q: 3 clusters Score -8042436 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -8042491.000000 Penalty: 5295.914062
	Iteration 22Q: 3 clusters Score -8042491 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -8042489.500000 Penalty: 5295.914062
	Iteration 23Q: 3 clusters Score -8042490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -8042527.500000 Penalty: 5295.914062
	Iteration 24Q: 3 clusters Score -8042528 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -8042541.500000 Penalty: 5295.914062
	Iteration 25Q: 3 clusters Score -8042542 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -8042573.500000 Penalty: 5295.914062
	Iteration 26Q: 3 clusters Score -8042574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -8042623.000000 Penalty: 5295.914062
	Iteration 27Q: 3 clusters Score -8042623 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -8042620.000000 Penalty: 5295.914062
	Iteration 28Q: 3 clusters Score -8042620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -8042628.000000 Penalty: 5295.914062
	Iteration 29Q: 3 clusters Score -8042628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -8042635.000000 Penalty: 5295.914062
	Iteration 30Q: 3 clusters Score -8042635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -8042625.500000 Penalty: 5295.914062
	Iteration 31Q: 3 clusters Score -8042626 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -8042621.500000 Penalty: 5295.914062
	Iteration 32Q: 3 clusters Score -8042622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -8042644.000000 Penalty: 5295.914062
	Iteration 33Q: 3 clusters Score -8042644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -8042656.000000 Penalty: 5295.914062
	Iteration 34Q: 3 clusters Score -8042656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -8042665.000000 Penalty: 5295.914062
	Iteration 35Q: 3 clusters Score -8042665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -8042682.000000 Penalty: 5295.914062
	Iteration 36Q: 3 clusters Score -8042682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -8042711.000000 Penalty: 5295.914062
	Iteration 37Q: 3 clusters Score -8042711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -8042729.000000 Penalty: 5295.914062
	Iteration 38Q: 3 clusters Score -8042729 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8042737.500000 Penalty: 5295.914062
	Iteration 39Q: 3 clusters Score -8042738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -8042744.000000 Penalty: 5295.914062
	Iteration 40F: 3 clusters Score -8042744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -8042732.000000 Penalty: 5295.914062
	Iteration 41Q: 3 clusters Score -8042732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -8042752.500000 Penalty: 5295.914062
	Iteration 42Q: 3 clusters Score -8042752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8042741.500000 Penalty: 5295.914062
	Iteration 43Q: 3 clusters Score -8042742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -8042749.000000 Penalty: 5295.914062
	Iteration 44Q: 3 clusters Score -8042749 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -8042755.500000 Penalty: 5295.914062
	Iteration 45Q: 3 clusters Score -8042756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -8042773.500000 Penalty: 5295.914062
	Iteration 46Q: 3 clusters Score -8042774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8042791.500000 Penalty: 5295.914062
	Iteration 47Q: 3 clusters Score -8042792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8042804.000000 Penalty: 5295.914062
	Iteration 48Q: 3 clusters Score -8042804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -8042811.000000 Penalty: 5295.914062
	Iteration 49Q: 3 clusters Score -8042811 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -8042830.000000 Penalty: 5295.914062
	Iteration 50Q: 3 clusters Score -8042830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -8042854.000000 Penalty: 5295.914062
	Iteration 51Q: 3 clusters Score -8042854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -8042851.000000 Penalty: 5295.914062
	Iteration 52Q: 3 clusters Score -8042851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8042851.000000 Penalty: 5295.914062
	Iteration 53Q: 3 clusters Score -8042851 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -8042860.000000 Penalty: 5295.914062
	Iteration 54Q: 3 clusters Score -8042860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -8042872.500000 Penalty: 5295.914062
	Iteration 55Q: 3 clusters Score -8042872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -8042876.500000 Penalty: 5295.914062
	Iteration 56Q: 3 clusters Score -8042876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -8042889.500000 Penalty: 5295.914062
	Iteration 57Q: 3 clusters Score -8042890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8042897.500000 Penalty: 5295.914062
	Iteration 58Q: 3 clusters Score -8042898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8042897.500000 Penalty: 5295.914062
	Iteration 59Q: 3 clusters Score -8042898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8042911.000000 Penalty: 5295.914062
	Iteration 60F: 3 clusters Score -8042911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -8042916.500000 Penalty: 5295.914062
	Iteration 61Q: 3 clusters Score -8042916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8042914.500000 Penalty: 5295.914062
	Iteration 62Q: 3 clusters Score -8042914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8042911.000000 Penalty: 5295.914062
	Iteration 63Q: 3 clusters Score -8042911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8042908.000000 Penalty: 5295.914062
	Iteration 64Q: 3 clusters Score -8042908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -8042917.000000 Penalty: 5295.914062
	Iteration 65Q: 3 clusters Score -8042917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -8042926.000000 Penalty: 5295.914062
	Iteration 66Q: 3 clusters Score -8042926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8042932.500000 Penalty: 5295.914062
	Iteration 67Q: 3 clusters Score -8042932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8042931.500000 Penalty: 5295.914062
	Iteration 68Q: 3 clusters Score -8042932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -8042919.000000 Penalty: 5295.914062
	Iteration 69Q: 3 clusters Score -8042919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8042921.000000 Penalty: 5295.914062
	Iteration 70Q: 3 clusters Score -8042921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -8042923.000000 Penalty: 5295.914062
	Iteration 71Q: 3 clusters Score -8042923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8042931.000000 Penalty: 5295.914062
	Iteration 72Q: 3 clusters Score -8042931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8042928.500000 Penalty: 5295.914062
	Iteration 73Q: 3 clusters Score -8042928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -8042925.500000 Penalty: 5295.914062
	Iteration 74Q: 3 clusters Score -8042926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8042923.500000 Penalty: 5295.914062
	Iteration 75Q: 3 clusters Score -8042924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8042923.000000 Penalty: 5295.914062
	Iteration 76Q: 3 clusters Score -8042923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -8042923.000000 Penalty: 5295.914062
	Iteration 77Q: 3 clusters Score -8042923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -8042922.500000 Penalty: 5295.914062
	Iteration 78Q: 3 clusters Score -8042922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8042926.500000 Penalty: 5295.914062
	Iteration 79Q: 3 clusters Score -8042926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -8042932.000000 Penalty: 5295.914062
	Iteration 80F: 3 clusters Score -8042932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -8042931.500000 Penalty: 5295.914062
	Iteration 81Q: 3 clusters Score -8042932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -8042933.500000 Penalty: 5295.914062
	Iteration 82Q: 3 clusters Score -8042934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -8042940.000000 Penalty: 5295.914062
	Iteration 83Q: 3 clusters Score -8042940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8042936.000000 Penalty: 5295.914062
	Iteration 84Q: 3 clusters Score -8042936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -8042935.500000 Penalty: 5295.914062
	Iteration 85Q: 3 clusters Score -8042936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -8042936.500000 Penalty: 5295.914062
	Iteration 86Q: 3 clusters Score -8042936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -8042933.000000 Penalty: 5295.914062
	Iteration 87Q: 3 clusters Score -8042933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8042936.000000 Penalty: 5295.914062
	Iteration 88Q: 3 clusters Score -8042936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8042937.000000 Penalty: 5295.914062
	Iteration 89Q: 3 clusters Score -8042937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -8042932.500000 Penalty: 5295.914062
	Iteration 90Q: 3 clusters Score -8042932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -8042933.500000 Penalty: 5295.914062
	Iteration 91Q: 3 clusters Score -8042934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8042942.500000 Penalty: 5295.914062
	Iteration 92Q: 3 clusters Score -8042942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -8042947.000000 Penalty: 5295.914062
	Iteration 93Q: 3 clusters Score -8042947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8042945.500000 Penalty: 5295.914062
	Iteration 94Q: 3 clusters Score -8042946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -8042945.000000 Penalty: 5295.914062
	Iteration 95Q: 3 clusters Score -8042945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8042942.500000 Penalty: 5295.914062
	Iteration 96Q: 3 clusters Score -8042942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -8042949.000000 Penalty: 5295.914062
	Iteration 97Q: 3 clusters Score -8042949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -8042947.500000 Penalty: 5295.914062
	Iteration 98Q: 3 clusters Score -8042948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -8042949.500000 Penalty: 5295.914062
	Iteration 99Q: 3 clusters Score -8042950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -8042945.000000 Penalty: 5295.914062
	Iteration 100F: 3 clusters Score -8042945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8042946.000000 Penalty: 5295.914062
	Iteration 101Q: 3 clusters Score -8042946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -8042947.500000 Penalty: 5295.914062
	Iteration 102Q: 3 clusters Score -8042948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8042949.000000 Penalty: 5295.914062
	Iteration 103Q: 3 clusters Score -8042949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8042949.000000 Penalty: 5295.914062
	Iteration 104F: 3 clusters Score -8042949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Entering Unmasked Estep 
Score: -10178900.000000 Penalty: 2704.777100
	Iteration 0F: 2 clusters Score -1.01789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -10149351.000000 Penalty: 5409.554199
	Iteration 0F: 3 clusters Score -1.014935e+07 nChanged 25049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -10163315.000000 Penalty: 5409.554199
	Iteration 1F: 3 clusters Score -1.016332e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -10163849.000000 Penalty: 5409.554199
	Iteration 2Q: 3 clusters Score -1.016385e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -10164382.000000 Penalty: 5409.554199
	Iteration 3Q: 3 clusters Score -1.016438e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -10164889.000000 Penalty: 5409.554199
	Iteration 4Q: 3 clusters Score -1.016489e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -10165575.000000 Penalty: 5409.554199
	Iteration 5Q: 3 clusters Score -1.016558e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -10166381.000000 Penalty: 5409.554199
	Iteration 6Q: 3 clusters Score -1.016638e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -10167695.000000 Penalty: 5409.554199
	Iteration 7Q: 3 clusters Score -1.01677e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -10169465.000000 Penalty: 5409.554199
	Iteration 8F: 3 clusters Score -1.016946e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -10172005.000000 Penalty: 5409.554199
	Iteration 9F: 3 clusters Score -1.0172e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -10173997.000000 Penalty: 5409.554199
	Iteration 10F: 3 clusters Score -1.0174e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -10175149.000000 Penalty: 5409.554199
	Iteration 11F: 3 clusters Score -1.017515e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -10175750.000000 Penalty: 5409.554199
	Iteration 12Q: 3 clusters Score -1.017575e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -10176154.000000 Penalty: 5409.554199
	Iteration 13Q: 3 clusters Score -1.017615e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -10176400.000000 Penalty: 5409.554199
	Iteration 14Q: 3 clusters Score -1.01764e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -10176490.000000 Penalty: 5409.554199
	Iteration 15Q: 3 clusters Score -1.017649e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -10176542.000000 Penalty: 5409.554199
	Iteration 16Q: 3 clusters Score -1.017654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -10176561.000000 Penalty: 5409.554199
	Iteration 17Q: 3 clusters Score -1.017656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -10176572.000000 Penalty: 5409.554199
	Iteration 18Q: 3 clusters Score -1.017657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -10176569.000000 Penalty: 5409.554199
	Iteration 19Q: 3 clusters Score -1.017657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -10176586.000000 Penalty: 5409.554199
	Iteration 20F: 3 clusters Score -1.017659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -10176596.000000 Penalty: 5409.554199
	Iteration 21Q: 3 clusters Score -1.01766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -10176603.000000 Penalty: 5409.554199
	Iteration 22Q: 3 clusters Score -1.01766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -10176616.000000 Penalty: 5409.554199
	Iteration 23Q: 3 clusters Score -1.017662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -10176617.000000 Penalty: 5409.554199
	Iteration 24Q: 3 clusters Score -1.017662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -10176622.000000 Penalty: 5409.554199
	Iteration 25Q: 3 clusters Score -1.017662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -10176621.000000 Penalty: 5409.554199
	Iteration 26Q: 3 clusters Score -1.017662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -10176630.000000 Penalty: 5409.554199
	Iteration 27Q: 3 clusters Score -1.017663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -10176623.000000 Penalty: 5409.554199
	Iteration 28Q: 3 clusters Score -1.017662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -10176622.000000 Penalty: 5409.554199
	Iteration 29Q: 3 clusters Score -1.017662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -10176626.000000 Penalty: 5409.554199
	Iteration 30Q: 3 clusters Score -1.017663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -10176618.000000 Penalty: 5409.554199
	Iteration 31Q: 3 clusters Score -1.017662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -10176622.000000 Penalty: 5409.554199
	Iteration 32Q: 3 clusters Score -1.017662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -10176626.000000 Penalty: 5409.554199
	Iteration 33Q: 3 clusters Score -1.017663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -10176629.000000 Penalty: 5409.554199
	Iteration 34Q: 3 clusters Score -1.017663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -10176629.000000 Penalty: 5409.554199
	Iteration 35F: 3 clusters Score -1.017663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Entering Unmasked Estep 
Score: -9270036.000000 Penalty: 2678.436523
	Iteration 0F: 2 clusters Score -9270036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -9241869.000000 Penalty: 5356.873047
	Iteration 0F: 3 clusters Score -9241869 nChanged 22597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -9254771.000000 Penalty: 5356.873047
	Iteration 1F: 3 clusters Score -9254771 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -9255590.000000 Penalty: 5356.873047
	Iteration 2Q: 3 clusters Score -9255590 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -9256473.000000 Penalty: 5356.873047
	Iteration 3Q: 3 clusters Score -9256473 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -9257423.000000 Penalty: 5356.873047
	Iteration 4Q: 3 clusters Score -9257423 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -9258366.000000 Penalty: 5356.873047
	Iteration 5Q: 3 clusters Score -9258366 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -9259377.000000 Penalty: 5356.873047
	Iteration 6Q: 3 clusters Score -9259377 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -9260285.000000 Penalty: 5356.873047
	Iteration 7Q: 3 clusters Score -9260285 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -9261189.000000 Penalty: 5356.873047
	Iteration 8Q: 3 clusters Score -9261189 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -9262107.000000 Penalty: 5356.873047
	Iteration 9Q: 3 clusters Score -9262107 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -9263111.000000 Penalty: 5356.873047
	Iteration 10Q: 3 clusters Score -9263111 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -9264035.000000 Penalty: 5356.873047
	Iteration 11Q: 3 clusters Score -9264035 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -9264966.000000 Penalty: 5356.873047
	Iteration 12Q: 3 clusters Score -9264966 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -9265641.000000 Penalty: 5356.873047
	Iteration 13Q: 3 clusters Score -9265641 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -9265901.000000 Penalty: 5356.873047
	Iteration 14Q: 3 clusters Score -9265901 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -9266032.000000 Penalty: 5356.873047
	Iteration 15Q: 3 clusters Score -9266032 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -9266143.000000 Penalty: 5356.873047
	Iteration 16Q: 3 clusters Score -9266143 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -9266196.000000 Penalty: 5356.873047
	Iteration 17Q: 3 clusters Score -9266196 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -9266206.000000 Penalty: 5356.873047
	Iteration 18Q: 3 clusters Score -9266206 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -9266193.000000 Penalty: 5356.873047
	Iteration 19Q: 3 clusters Score -9266193 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -9266210.000000 Penalty: 5356.873047
	Iteration 20F: 3 clusters Score -9266210 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -9266230.000000 Penalty: 5356.873047
	Iteration 21Q: 3 clusters Score -9266230 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -9266226.000000 Penalty: 5356.873047
	Iteration 22Q: 3 clusters Score -9266226 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -9266223.000000 Penalty: 5356.873047
	Iteration 23Q: 3 clusters Score -9266223 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -9266230.000000 Penalty: 5356.873047
	Iteration 24Q: 3 clusters Score -9266230 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -9266235.000000 Penalty: 5356.873047
	Iteration 25Q: 3 clusters Score -9266235 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -9266206.000000 Penalty: 5356.873047
	Iteration 26Q: 3 clusters Score -9266206 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -9266185.000000 Penalty: 5356.873047
	Iteration 27Q: 3 clusters Score -9266185 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -9266193.000000 Penalty: 5356.873047
	Iteration 28Q: 3 clusters Score -9266193 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -9266202.000000 Penalty: 5356.873047
	Iteration 29Q: 3 clusters Score -9266202 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -9266168.000000 Penalty: 5356.873047
	Iteration 30Q: 3 clusters Score -9266168 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -9266136.000000 Penalty: 5356.873047
	Iteration 31Q: 3 clusters Score -9266136 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -9266146.000000 Penalty: 5356.873047
	Iteration 32Q: 3 clusters Score -9266146 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -9266155.000000 Penalty: 5356.873047
	Iteration 33Q: 3 clusters Score -9266155 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -9266124.000000 Penalty: 5356.873047
	Iteration 34Q: 3 clusters Score -9266124 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -9266191.000000 Penalty: 5356.873047
	Iteration 35Q: 3 clusters Score -9266191 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -9266158.000000 Penalty: 5356.873047
	Iteration 36Q: 3 clusters Score -9266158 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -9266157.000000 Penalty: 5356.873047
	Iteration 37Q: 3 clusters Score -9266157 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -9266190.000000 Penalty: 5356.873047
	Iteration 38Q: 3 clusters Score -9266190 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -9266208.000000 Penalty: 5356.873047
	Iteration 39Q: 3 clusters Score -9266208 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -9266254.000000 Penalty: 5356.873047
	Iteration 40F: 3 clusters Score -9266254 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -9266306.000000 Penalty: 5356.873047
	Iteration 41Q: 3 clusters Score -9266306 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -9266286.000000 Penalty: 5356.873047
	Iteration 42Q: 3 clusters Score -9266286 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -9266336.000000 Penalty: 5356.873047
	Iteration 43Q: 3 clusters Score -9266336 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -9266444.000000 Penalty: 5356.873047
	Iteration 44Q: 3 clusters Score -9266444 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -9266453.000000 Penalty: 5356.873047
	Iteration 45Q: 3 clusters Score -9266453 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -9266534.000000 Penalty: 5356.873047
	Iteration 46Q: 3 clusters Score -9266534 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -9266582.000000 Penalty: 5356.873047
	Iteration 47Q: 3 clusters Score -9266582 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -9266703.000000 Penalty: 5356.873047
	Iteration 48Q: 3 clusters Score -9266703 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -9266772.000000 Penalty: 5356.873047
	Iteration 49Q: 3 clusters Score -9266772 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -9266832.000000 Penalty: 5356.873047
	Iteration 50Q: 3 clusters Score -9266832 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -9266906.000000 Penalty: 5356.873047
	Iteration 51Q: 3 clusters Score -9266906 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -9266953.000000 Penalty: 5356.873047
	Iteration 52Q: 3 clusters Score -9266953 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -9267003.000000 Penalty: 5356.873047
	Iteration 53Q: 3 clusters Score -9267003 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -9267045.000000 Penalty: 5356.873047
	Iteration 54Q: 3 clusters Score -9267045 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -9267075.000000 Penalty: 5356.873047
	Iteration 55Q: 3 clusters Score -9267075 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -9267124.000000 Penalty: 5356.873047
	Iteration 56Q: 3 clusters Score -9267124 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -9267138.000000 Penalty: 5356.873047
	Iteration 57Q: 3 clusters Score -9267138 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -9267195.000000 Penalty: 5356.873047
	Iteration 58Q: 3 clusters Score -9267195 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -9267250.000000 Penalty: 5356.873047
	Iteration 59Q: 3 clusters Score -9267250 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -9267317.000000 Penalty: 5356.873047
	Iteration 60F: 3 clusters Score -9267317 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -9267338.000000 Penalty: 5356.873047
	Iteration 61Q: 3 clusters Score -9267338 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -9267358.000000 Penalty: 5356.873047
	Iteration 62Q: 3 clusters Score -9267358 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -9267394.000000 Penalty: 5356.873047
	Iteration 63Q: 3 clusters Score -9267394 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -9267466.000000 Penalty: 5356.873047
	Iteration 64Q: 3 clusters Score -9267466 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -9267506.000000 Penalty: 5356.873047
	Iteration 65Q: 3 clusters Score -9267506 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -9267541.000000 Penalty: 5356.873047
	Iteration 66Q: 3 clusters Score -9267541 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -9267610.000000 Penalty: 5356.873047
	Iteration 67Q: 3 clusters Score -9267610 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -9267623.000000 Penalty: 5356.873047
	Iteration 68Q: 3 clusters Score -9267623 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -9267662.000000 Penalty: 5356.873047
	Iteration 69Q: 3 clusters Score -9267662 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -9267705.000000 Penalty: 5356.873047
	Iteration 70Q: 3 clusters Score -9267705 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -9267856.000000 Penalty: 5356.873047
	Iteration 71Q: 3 clusters Score -9267856 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -9267965.000000 Penalty: 5356.873047
	Iteration 72Q: 3 clusters Score -9267965 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -9268063.000000 Penalty: 5356.873047
	Iteration 73Q: 3 clusters Score -9268063 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -9268213.000000 Penalty: 5356.873047
	Iteration 74Q: 3 clusters Score -9268213 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -9268355.000000 Penalty: 5356.873047
	Iteration 75Q: 3 clusters Score -9268355 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -9268519.000000 Penalty: 5356.873047
	Iteration 76Q: 3 clusters Score -9268519 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -9268671.000000 Penalty: 5356.873047
	Iteration 77Q: 3 clusters Score -9268671 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -9268751.000000 Penalty: 5356.873047
	Iteration 78Q: 3 clusters Score -9268751 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -9268887.000000 Penalty: 5356.873047
	Iteration 79Q: 3 clusters Score -9268887 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -9269024.000000 Penalty: 5356.873047
	Iteration 80F: 3 clusters Score -9269024 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -9269088.000000 Penalty: 5356.873047
	Iteration 81Q: 3 clusters Score -9269088 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -9269166.000000 Penalty: 5356.873047
	Iteration 82Q: 3 clusters Score -9269166 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -9269241.000000 Penalty: 5356.873047
	Iteration 83Q: 3 clusters Score -9269241 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -9269344.000000 Penalty: 5356.873047
	Iteration 84Q: 3 clusters Score -9269344 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -9269411.000000 Penalty: 5356.873047
	Iteration 85Q: 3 clusters Score -9269411 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -9269459.000000 Penalty: 5356.873047
	Iteration 86Q: 3 clusters Score -9269459 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -9269608.000000 Penalty: 5356.873047
	Iteration 87Q: 3 clusters Score -9269608 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -9269681.000000 Penalty: 5356.873047
	Iteration 88Q: 3 clusters Score -9269681 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -9269715.000000 Penalty: 5356.873047
	Iteration 89Q: 3 clusters Score -9269715 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -9269769.000000 Penalty: 5356.873047
	Iteration 90Q: 3 clusters Score -9269769 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -9269793.000000 Penalty: 5356.873047
	Iteration 91Q: 3 clusters Score -9269793 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -9269784.000000 Penalty: 5356.873047
	Iteration 92Q: 3 clusters Score -9269784 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -9269810.000000 Penalty: 5356.873047
	Iteration 93Q: 3 clusters Score -9269810 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -9269815.000000 Penalty: 5356.873047
	Iteration 94Q: 3 clusters Score -9269815 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -9269793.000000 Penalty: 5356.873047
	Iteration 95Q: 3 clusters Score -9269793 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -9269798.000000 Penalty: 5356.873047
	Iteration 96Q: 3 clusters Score -9269798 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -9269775.000000 Penalty: 5356.873047
	Iteration 97Q: 3 clusters Score -9269775 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -9269776.000000 Penalty: 5356.873047
	Iteration 98Q: 3 clusters Score -9269776 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -9269754.000000 Penalty: 5356.873047
	Iteration 99Q: 3 clusters Score -9269754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -9269738.000000 Penalty: 5356.873047
	Iteration 100F: 3 clusters Score -9269738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -9269718.000000 Penalty: 5356.873047
	Iteration 101Q: 3 clusters Score -9269718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -9269724.000000 Penalty: 5356.873047
	Iteration 102Q: 3 clusters Score -9269724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -9269708.000000 Penalty: 5356.873047
	Iteration 103Q: 3 clusters Score -9269708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -9269695.000000 Penalty: 5356.873047
	Iteration 104Q: 3 clusters Score -9269695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -9269674.000000 Penalty: 5356.873047
	Iteration 105Q: 3 clusters Score -9269674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -9269661.000000 Penalty: 5356.873047
	Iteration 106Q: 3 clusters Score -9269661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -9269679.000000 Penalty: 5356.873047
	Iteration 107Q: 3 clusters Score -9269679 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -9269666.000000 Penalty: 5356.873047
	Iteration 108Q: 3 clusters Score -9269666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -9269643.000000 Penalty: 5356.873047
	Iteration 109Q: 3 clusters Score -9269643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -9269647.000000 Penalty: 5356.873047
	Iteration 110Q: 3 clusters Score -9269647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -9269637.000000 Penalty: 5356.873047
	Iteration 111Q: 3 clusters Score -9269637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -9269636.000000 Penalty: 5356.873047
	Iteration 112Q: 3 clusters Score -9269636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -9269628.000000 Penalty: 5356.873047
	Iteration 113Q: 3 clusters Score -9269628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -9269618.000000 Penalty: 5356.873047
	Iteration 114Q: 3 clusters Score -9269618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -9269600.000000 Penalty: 5356.873047
	Iteration 115Q: 3 clusters Score -9269600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -9269590.000000 Penalty: 5356.873047
	Iteration 116Q: 3 clusters Score -9269590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -9269580.000000 Penalty: 5356.873047
	Iteration 117Q: 3 clusters Score -9269580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -9269573.000000 Penalty: 5356.873047
	Iteration 118Q: 3 clusters Score -9269573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -9269540.000000 Penalty: 5356.873047
	Iteration 119Q: 3 clusters Score -9269540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -9269540.000000 Penalty: 5356.873047
	Iteration 120F: 3 clusters Score -9269540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -9269550.000000 Penalty: 5356.873047
	Iteration 121Q: 3 clusters Score -9269550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -9269545.000000 Penalty: 5356.873047
	Iteration 122Q: 3 clusters Score -9269545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -9269537.000000 Penalty: 5356.873047
	Iteration 123Q: 3 clusters Score -9269537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -9269528.000000 Penalty: 5356.873047
	Iteration 124Q: 3 clusters Score -9269528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -9269513.000000 Penalty: 5356.873047
	Iteration 125Q: 3 clusters Score -9269513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -9269517.000000 Penalty: 5356.873047
	Iteration 126Q: 3 clusters Score -9269517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -9269523.000000 Penalty: 5356.873047
	Iteration 127Q: 3 clusters Score -9269523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -9269523.000000 Penalty: 5356.873047
	Iteration 128Q: 3 clusters Score -9269523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -9269536.000000 Penalty: 5356.873047
	Iteration 129Q: 3 clusters Score -9269536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -9269521.000000 Penalty: 5356.873047
	Iteration 130Q: 3 clusters Score -9269521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -9269531.000000 Penalty: 5356.873047
	Iteration 131Q: 3 clusters Score -9269531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -9269517.000000 Penalty: 5356.873047
	Iteration 132Q: 3 clusters Score -9269517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -9269503.000000 Penalty: 5356.873047
	Iteration 133Q: 3 clusters Score -9269503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -9269513.000000 Penalty: 5356.873047
	Iteration 134Q: 3 clusters Score -9269513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -9269516.000000 Penalty: 5356.873047
	Iteration 135Q: 3 clusters Score -9269516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -9269520.000000 Penalty: 5356.873047
	Iteration 136Q: 3 clusters Score -9269520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -9269516.000000 Penalty: 5356.873047
	Iteration 137Q: 3 clusters Score -9269516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -9269511.000000 Penalty: 5356.873047
	Iteration 138Q: 3 clusters Score -9269511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -9269509.000000 Penalty: 5356.873047
	Iteration 139Q: 3 clusters Score -9269509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -9269491.000000 Penalty: 5356.873047
	Iteration 140F: 3 clusters Score -9269491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -9269483.000000 Penalty: 5356.873047
	Iteration 141Q: 3 clusters Score -9269483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -9269477.000000 Penalty: 5356.873047
	Iteration 142Q: 3 clusters Score -9269477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -9269467.000000 Penalty: 5356.873047
	Iteration 143Q: 3 clusters Score -9269467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -9269471.000000 Penalty: 5356.873047
	Iteration 144Q: 3 clusters Score -9269471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -9269472.000000 Penalty: 5356.873047
	Iteration 145Q: 3 clusters Score -9269472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -9269462.000000 Penalty: 5356.873047
	Iteration 146Q: 3 clusters Score -9269462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -9269451.000000 Penalty: 5356.873047
	Iteration 147Q: 3 clusters Score -9269451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -9269455.000000 Penalty: 5356.873047
	Iteration 148Q: 3 clusters Score -9269455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -9269447.000000 Penalty: 5356.873047
	Iteration 149Q: 3 clusters Score -9269447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -9269456.000000 Penalty: 5356.873047
	Iteration 150Q: 3 clusters Score -9269456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -9269458.000000 Penalty: 5356.873047
	Iteration 151Q: 3 clusters Score -9269458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -9269464.000000 Penalty: 5356.873047
	Iteration 152Q: 3 clusters Score -9269464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -9269463.000000 Penalty: 5356.873047
	Iteration 153Q: 3 clusters Score -9269463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -9269474.000000 Penalty: 5356.873047
	Iteration 154Q: 3 clusters Score -9269474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -9269482.000000 Penalty: 5356.873047
	Iteration 155Q: 3 clusters Score -9269482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -9269485.000000 Penalty: 5356.873047
	Iteration 156Q: 3 clusters Score -9269485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -9269489.000000 Penalty: 5356.873047
	Iteration 157Q: 3 clusters Score -9269489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -9269469.000000 Penalty: 5356.873047
	Iteration 158Q: 3 clusters Score -9269469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -9269467.000000 Penalty: 5356.873047
	Iteration 159Q: 3 clusters Score -9269467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -9269472.000000 Penalty: 5356.873047
	Iteration 160F: 3 clusters Score -9269472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -9269473.000000 Penalty: 5356.873047
	Iteration 161Q: 3 clusters Score -9269473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -9269461.000000 Penalty: 5356.873047
	Iteration 162Q: 3 clusters Score -9269461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -9269466.000000 Penalty: 5356.873047
	Iteration 163Q: 3 clusters Score -9269466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -9269466.000000 Penalty: 5356.873047
	Iteration 164Q: 3 clusters Score -9269466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -9269462.000000 Penalty: 5356.873047
	Iteration 165Q: 3 clusters Score -9269462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -9269462.000000 Penalty: 5356.873047
	Iteration 166F: 3 clusters Score -9269462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -221404.296875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -221404.3 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 691 members 
Entering Unmasked Estep 
Score: -219294.500000 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -219294.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -219813.875000 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -219813.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -220005.609375 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -220005.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -220101.578125 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -220101.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -220183.156250 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -220183.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -220239.421875 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -220239.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220308.875000 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -220308.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -220384.703125 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -220384.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -220444.796875 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -220444.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -220486.640625 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -220486.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -220535.328125 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -220535.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -220557.578125 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -220557.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -220570.875000 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -220570.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -220587.828125 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -220587.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220598.250000 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -220598.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -220611.937500 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -220611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -220625.906250 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -220625.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -220637.812500 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -220637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -220650.046875 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -220650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -220657.921875 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -220657.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -220664.203125 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -220664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -220672.750000 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -220672.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -220683.359375 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -220683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -220691.312500 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -220691.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -220694.390625 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -220694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -220697.796875 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -220697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -220703.703125 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -220703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -220709.500000 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -220709.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -220718.312500 Penalty: 3579.852051
	Iteration 28Q: 3 clusters Score -220718.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -220724.640625 Penalty: 3579.852051
	Iteration 29Q: 3 clusters Score -220724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -220730.296875 Penalty: 3579.852051
	Iteration 30Q: 3 clusters Score -220730.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -220731.640625 Penalty: 3579.852051
	Iteration 31Q: 3 clusters Score -220731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -220732.156250 Penalty: 3579.852051
	Iteration 32Q: 3 clusters Score -220732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -220732.156250 Penalty: 3579.852051
	Iteration 33F: 3 clusters Score -220732.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -132150.468750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -132150.5 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: -130383.398438 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -130383.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -131010.648438 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -131010.6 nChanged 104
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: -131418.843750 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131418.8 nChanged 75
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: -131765.234375 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -131765.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -131989.781250 Penalty: 3395.556396
	Iteration 4F: 3 clusters Score -131989.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -132156.343750 Penalty: 3395.556396
	Iteration 5F: 3 clusters Score -132156.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -132283.203125 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -132283.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -132372.296875 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -132372.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132430.000000 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -132430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -132453.796875 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -132453.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132464.546875 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -132464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -132470.453125 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -132470.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132480.718750 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -132480.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -132489.000000 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -132489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -132496.078125 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -132496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -132496.250000 Penalty: 3395.556396
	Iteration 15F: 3 clusters Score -132496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132501.062500 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -132501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132510.359375 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -132510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132510.359375 Penalty: 3395.556396
	Iteration 18F: 3 clusters Score -132510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31913 members 
Mstep: Class 3 contains 45679 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 16918 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44887 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46040 members 
Mstep: Class 10 contains 49825 members 
Mstep: Class 11 contains 50522 members 
Mstep: Class 12 contains 43358 members 
Mstep: Class 13 contains 54522 members 
Mstep: Class 14 contains 49028 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 345 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 2702 members 
Mstep: Class 20 contains 47651 members 
Mstep: Class 21 contains 47618 members 
Mstep: Class 22 contains 595 members 
Entering Unmasked Estep 
Score: -106665896.000000 Penalty: 72451.218750
Splitting cluster 16 changes total score from -106667248.000000 to -106665896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -60950.285156 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -60950.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59653.019531 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -59653.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59833.500000 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -59833.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59909.832031 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -59909.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60036.179688 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -60036.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60134.488281 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -60134.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60176.753906 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -60176.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60181.507812 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -60181.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60189.902344 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -60189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60197.851562 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -60197.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60198.972656 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -60198.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60198.972656 Penalty: 2950.225586
	Iteration 10F: 3 clusters Score -60198.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -405679.250000 Penalty: 1924.066772
	Iteration 0F: 2 clusters Score -405679.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -402858.093750 Penalty: 3848.133545
	Iteration 0F: 3 clusters Score -402858.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -403429.125000 Penalty: 3848.133545
	Iteration 1F: 3 clusters Score -403429.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -403605.187500 Penalty: 3848.133545
	Iteration 2F: 3 clusters Score -403605.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -403802.812500 Penalty: 3848.133545
	Iteration 3F: 3 clusters Score -403802.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -403970.906250 Penalty: 3848.133545
	Iteration 4Q: 3 clusters Score -403970.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -404083.000000 Penalty: 3848.133545
	Iteration 5Q: 3 clusters Score -404083 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -404162.812500 Penalty: 3848.133545
	Iteration 6Q: 3 clusters Score -404162.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -404215.625000 Penalty: 3848.133545
	Iteration 7Q: 3 clusters Score -404215.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -404255.687500 Penalty: 3848.133545
	Iteration 8Q: 3 clusters Score -404255.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -404290.687500 Penalty: 3848.133545
	Iteration 9Q: 3 clusters Score -404290.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -404330.937500 Penalty: 3848.133545
	Iteration 10Q: 3 clusters Score -404330.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -404368.093750 Penalty: 3848.133545
	Iteration 11Q: 3 clusters Score -404368.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -404400.250000 Penalty: 3848.133545
	Iteration 12Q: 3 clusters Score -404400.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -404438.843750 Penalty: 3848.133545
	Iteration 13Q: 3 clusters Score -404438.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -404484.375000 Penalty: 3848.133545
	Iteration 14Q: 3 clusters Score -404484.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -404513.750000 Penalty: 3848.133545
	Iteration 15Q: 3 clusters Score -404513.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -404539.093750 Penalty: 3848.133545
	Iteration 16Q: 3 clusters Score -404539.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -404565.000000 Penalty: 3848.133545
	Iteration 17Q: 3 clusters Score -404565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -404581.125000 Penalty: 3848.133545
	Iteration 18Q: 3 clusters Score -404581.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -404599.500000 Penalty: 3848.133545
	Iteration 19Q: 3 clusters Score -404599.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -404616.531250 Penalty: 3848.133545
	Iteration 20F: 3 clusters Score -404616.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -404630.937500 Penalty: 3848.133545
	Iteration 21Q: 3 clusters Score -404630.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -404639.187500 Penalty: 3848.133545
	Iteration 22Q: 3 clusters Score -404639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -404648.531250 Penalty: 3848.133545
	Iteration 23Q: 3 clusters Score -404648.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -404661.093750 Penalty: 3848.133545
	Iteration 24Q: 3 clusters Score -404661.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -404674.593750 Penalty: 3848.133545
	Iteration 25Q: 3 clusters Score -404674.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -404692.312500 Penalty: 3848.133545
	Iteration 26Q: 3 clusters Score -404692.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -404703.000000 Penalty: 3848.133545
	Iteration 27Q: 3 clusters Score -404703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -404715.062500 Penalty: 3848.133545
	Iteration 28Q: 3 clusters Score -404715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -404721.968750 Penalty: 3848.133545
	Iteration 29Q: 3 clusters Score -404722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -404726.812500 Penalty: 3848.133545
	Iteration 30Q: 3 clusters Score -404726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -404729.562500 Penalty: 3848.133545
	Iteration 31Q: 3 clusters Score -404729.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -404733.062500 Penalty: 3848.133545
	Iteration 32Q: 3 clusters Score -404733.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -404740.281250 Penalty: 3848.133545
	Iteration 33Q: 3 clusters Score -404740.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -404747.500000 Penalty: 3848.133545
	Iteration 34Q: 3 clusters Score -404747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -404756.468750 Penalty: 3848.133545
	Iteration 35Q: 3 clusters Score -404756.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -404772.781250 Penalty: 3848.133545
	Iteration 36Q: 3 clusters Score -404772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -404787.250000 Penalty: 3848.133545
	Iteration 37Q: 3 clusters Score -404787.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -404802.031250 Penalty: 3848.133545
	Iteration 38Q: 3 clusters Score -404802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -404808.718750 Penalty: 3848.133545
	Iteration 39Q: 3 clusters Score -404808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -404813.562500 Penalty: 3848.133545
	Iteration 40F: 3 clusters Score -404813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -404813.812500 Penalty: 3848.133545
	Iteration 41Q: 3 clusters Score -404813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -404813.812500 Penalty: 3848.133545
	Iteration 42F: 3 clusters Score -404813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -503147.531250 Penalty: 1959.633423
	Iteration 0F: 2 clusters Score -503147.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -500066.000000 Penalty: 3919.266846
	Iteration 0F: 3 clusters Score -500066 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -500610.875000 Penalty: 3919.266846
	Iteration 1F: 3 clusters Score -500610.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -500724.125000 Penalty: 3919.266846
	Iteration 2F: 3 clusters Score -500724.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -500791.406250 Penalty: 3919.266846
	Iteration 3Q: 3 clusters Score -500791.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -500837.968750 Penalty: 3919.266846
	Iteration 4Q: 3 clusters Score -500838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -500878.531250 Penalty: 3919.266846
	Iteration 5Q: 3 clusters Score -500878.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -500909.937500 Penalty: 3919.266846
	Iteration 6Q: 3 clusters Score -500909.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -500934.031250 Penalty: 3919.266846
	Iteration 7Q: 3 clusters Score -500934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -500948.656250 Penalty: 3919.266846
	Iteration 8Q: 3 clusters Score -500948.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -500965.406250 Penalty: 3919.266846
	Iteration 9Q: 3 clusters Score -500965.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -500976.968750 Penalty: 3919.266846
	Iteration 10Q: 3 clusters Score -500977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -500988.906250 Penalty: 3919.266846
	Iteration 11Q: 3 clusters Score -500988.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -500999.218750 Penalty: 3919.266846
	Iteration 12Q: 3 clusters Score -500999.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -501004.875000 Penalty: 3919.266846
	Iteration 13Q: 3 clusters Score -501004.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -501009.187500 Penalty: 3919.266846
	Iteration 14Q: 3 clusters Score -501009.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -501016.906250 Penalty: 3919.266846
	Iteration 15Q: 3 clusters Score -501016.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -501026.156250 Penalty: 3919.266846
	Iteration 16Q: 3 clusters Score -501026.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -501033.156250 Penalty: 3919.266846
	Iteration 17Q: 3 clusters Score -501033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -501038.531250 Penalty: 3919.266846
	Iteration 18Q: 3 clusters Score -501038.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -501044.781250 Penalty: 3919.266846
	Iteration 19Q: 3 clusters Score -501044.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -501051.031250 Penalty: 3919.266846
	Iteration 20F: 3 clusters Score -501051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -501056.500000 Penalty: 3919.266846
	Iteration 21Q: 3 clusters Score -501056.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -501062.531250 Penalty: 3919.266846
	Iteration 22Q: 3 clusters Score -501062.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -501065.218750 Penalty: 3919.266846
	Iteration 23Q: 3 clusters Score -501065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -501070.875000 Penalty: 3919.266846
	Iteration 24Q: 3 clusters Score -501070.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -501077.000000 Penalty: 3919.266846
	Iteration 25Q: 3 clusters Score -501077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -501082.093750 Penalty: 3919.266846
	Iteration 26Q: 3 clusters Score -501082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -501086.281250 Penalty: 3919.266846
	Iteration 27Q: 3 clusters Score -501086.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -501090.500000 Penalty: 3919.266846
	Iteration 28Q: 3 clusters Score -501090.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -501096.343750 Penalty: 3919.266846
	Iteration 29Q: 3 clusters Score -501096.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -501105.531250 Penalty: 3919.266846
	Iteration 30Q: 3 clusters Score -501105.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -501115.031250 Penalty: 3919.266846
	Iteration 31Q: 3 clusters Score -501115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -501123.125000 Penalty: 3919.266846
	Iteration 32Q: 3 clusters Score -501123.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -501130.250000 Penalty: 3919.266846
	Iteration 33Q: 3 clusters Score -501130.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -501136.281250 Penalty: 3919.266846
	Iteration 34Q: 3 clusters Score -501136.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -501140.375000 Penalty: 3919.266846
	Iteration 35Q: 3 clusters Score -501140.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -501146.218750 Penalty: 3919.266846
	Iteration 36Q: 3 clusters Score -501146.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -501148.843750 Penalty: 3919.266846
	Iteration 37Q: 3 clusters Score -501148.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -501152.531250 Penalty: 3919.266846
	Iteration 38Q: 3 clusters Score -501152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -501158.843750 Penalty: 3919.266846
	Iteration 39Q: 3 clusters Score -501158.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -501166.687500 Penalty: 3919.266846
	Iteration 40F: 3 clusters Score -501166.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -501174.843750 Penalty: 3919.266846
	Iteration 41Q: 3 clusters Score -501174.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -501182.000000 Penalty: 3919.266846
	Iteration 42Q: 3 clusters Score -501182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -501189.000000 Penalty: 3919.266846
	Iteration 43Q: 3 clusters Score -501189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -501198.593750 Penalty: 3919.266846
	Iteration 44Q: 3 clusters Score -501198.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -501201.562500 Penalty: 3919.266846
	Iteration 45Q: 3 clusters Score -501201.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -501206.718750 Penalty: 3919.266846
	Iteration 46Q: 3 clusters Score -501206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -501209.500000 Penalty: 3919.266846
	Iteration 47Q: 3 clusters Score -501209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -501211.843750 Penalty: 3919.266846
	Iteration 48Q: 3 clusters Score -501211.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -501217.187500 Penalty: 3919.266846
	Iteration 49Q: 3 clusters Score -501217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -501221.187500 Penalty: 3919.266846
	Iteration 50Q: 3 clusters Score -501221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -501224.593750 Penalty: 3919.266846
	Iteration 51Q: 3 clusters Score -501224.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -501227.875000 Penalty: 3919.266846
	Iteration 52Q: 3 clusters Score -501227.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -501233.187500 Penalty: 3919.266846
	Iteration 53Q: 3 clusters Score -501233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -501235.281250 Penalty: 3919.266846
	Iteration 54Q: 3 clusters Score -501235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -501235.968750 Penalty: 3919.266846
	Iteration 55Q: 3 clusters Score -501236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -501235.968750 Penalty: 3919.266846
	Iteration 56F: 3 clusters Score -501236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Entering Unmasked Estep 
Score: -8835662.000000 Penalty: 2671.371338
	Iteration 0F: 2 clusters Score -8835662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -8806032.000000 Penalty: 5342.742676
	Iteration 0F: 3 clusters Score -8806032 nChanged 22121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -8818160.000000 Penalty: 5342.742676
	Iteration 1F: 3 clusters Score -8818160 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -8818601.000000 Penalty: 5342.742676
	Iteration 2Q: 3 clusters Score -8818601 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -8818939.000000 Penalty: 5342.742676
	Iteration 3Q: 3 clusters Score -8818939 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -8819346.000000 Penalty: 5342.742676
	Iteration 4Q: 3 clusters Score -8819346 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -8819830.000000 Penalty: 5342.742676
	Iteration 5Q: 3 clusters Score -8819830 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -8820466.000000 Penalty: 5342.742676
	Iteration 6Q: 3 clusters Score -8820466 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -8821304.000000 Penalty: 5342.742676
	Iteration 7Q: 3 clusters Score -8821304 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -8822448.000000 Penalty: 5342.742676
	Iteration 8Q: 3 clusters Score -8822448 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -8823791.000000 Penalty: 5342.742676
	Iteration 9F: 3 clusters Score -8823791 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -8825333.000000 Penalty: 5342.742676
	Iteration 10F: 3 clusters Score -8825333 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -8827298.000000 Penalty: 5342.742676
	Iteration 11F: 3 clusters Score -8827298 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -8829454.000000 Penalty: 5342.742676
	Iteration 12F: 3 clusters Score -8829454 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -8831134.000000 Penalty: 5342.742676
	Iteration 13F: 3 clusters Score -8831134 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -8832036.000000 Penalty: 5342.742676
	Iteration 14Q: 3 clusters Score -8832036 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -8832523.000000 Penalty: 5342.742676
	Iteration 15Q: 3 clusters Score -8832523 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -8832772.000000 Penalty: 5342.742676
	Iteration 16Q: 3 clusters Score -8832772 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -8832986.000000 Penalty: 5342.742676
	Iteration 17Q: 3 clusters Score -8832986 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -8833146.000000 Penalty: 5342.742676
	Iteration 18Q: 3 clusters Score -8833146 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -8833346.000000 Penalty: 5342.742676
	Iteration 19Q: 3 clusters Score -8833346 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -8833473.000000 Penalty: 5342.742676
	Iteration 20F: 3 clusters Score -8833473 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -8833571.000000 Penalty: 5342.742676
	Iteration 21Q: 3 clusters Score -8833571 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -8833661.000000 Penalty: 5342.742676
	Iteration 22Q: 3 clusters Score -8833661 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -8833741.000000 Penalty: 5342.742676
	Iteration 23Q: 3 clusters Score -8833741 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -8833887.000000 Penalty: 5342.742676
	Iteration 24Q: 3 clusters Score -8833887 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -8833927.000000 Penalty: 5342.742676
	Iteration 25Q: 3 clusters Score -8833927 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8834008.000000 Penalty: 5342.742676
	Iteration 26Q: 3 clusters Score -8834008 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -8834098.000000 Penalty: 5342.742676
	Iteration 27Q: 3 clusters Score -8834098 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -8834162.000000 Penalty: 5342.742676
	Iteration 28Q: 3 clusters Score -8834162 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -8834254.000000 Penalty: 5342.742676
	Iteration 29Q: 3 clusters Score -8834254 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -8834325.000000 Penalty: 5342.742676
	Iteration 30Q: 3 clusters Score -8834325 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -8834386.000000 Penalty: 5342.742676
	Iteration 31Q: 3 clusters Score -8834386 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -8834475.000000 Penalty: 5342.742676
	Iteration 32Q: 3 clusters Score -8834475 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -8834556.000000 Penalty: 5342.742676
	Iteration 33Q: 3 clusters Score -8834556 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8834667.000000 Penalty: 5342.742676
	Iteration 34Q: 3 clusters Score -8834667 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -8834727.000000 Penalty: 5342.742676
	Iteration 35Q: 3 clusters Score -8834727 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -8834788.000000 Penalty: 5342.742676
	Iteration 36Q: 3 clusters Score -8834788 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -8834826.000000 Penalty: 5342.742676
	Iteration 37Q: 3 clusters Score -8834826 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -8834879.000000 Penalty: 5342.742676
	Iteration 38Q: 3 clusters Score -8834879 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -8834945.000000 Penalty: 5342.742676
	Iteration 39Q: 3 clusters Score -8834945 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -8834973.000000 Penalty: 5342.742676
	Iteration 40F: 3 clusters Score -8834973 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -8835028.000000 Penalty: 5342.742676
	Iteration 41Q: 3 clusters Score -8835028 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -8835084.000000 Penalty: 5342.742676
	Iteration 42Q: 3 clusters Score -8835084 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -8835135.000000 Penalty: 5342.742676
	Iteration 43Q: 3 clusters Score -8835135 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -8835194.000000 Penalty: 5342.742676
	Iteration 44Q: 3 clusters Score -8835194 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -8835245.000000 Penalty: 5342.742676
	Iteration 45Q: 3 clusters Score -8835245 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -8835293.000000 Penalty: 5342.742676
	Iteration 46Q: 3 clusters Score -8835293 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -8835314.000000 Penalty: 5342.742676
	Iteration 47Q: 3 clusters Score -8835314 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -8835335.000000 Penalty: 5342.742676
	Iteration 48Q: 3 clusters Score -8835335 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -8835353.000000 Penalty: 5342.742676
	Iteration 49Q: 3 clusters Score -8835353 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -8835340.000000 Penalty: 5342.742676
	Iteration 50Q: 3 clusters Score -8835340 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -8835320.000000 Penalty: 5342.742676
	Iteration 51Q: 3 clusters Score -8835320 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -8835333.000000 Penalty: 5342.742676
	Iteration 52Q: 3 clusters Score -8835333 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -8835334.000000 Penalty: 5342.742676
	Iteration 53Q: 3 clusters Score -8835334 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -8835303.000000 Penalty: 5342.742676
	Iteration 54Q: 3 clusters Score -8835303 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -8835320.000000 Penalty: 5342.742676
	Iteration 55Q: 3 clusters Score -8835320 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -8835283.000000 Penalty: 5342.742676
	Iteration 56Q: 3 clusters Score -8835283 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -8835263.000000 Penalty: 5342.742676
	Iteration 57Q: 3 clusters Score -8835263 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -8835248.000000 Penalty: 5342.742676
	Iteration 58Q: 3 clusters Score -8835248 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -8835232.000000 Penalty: 5342.742676
	Iteration 59Q: 3 clusters Score -8835232 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -8835182.000000 Penalty: 5342.742676
	Iteration 60F: 3 clusters Score -8835182 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -8835171.000000 Penalty: 5342.742676
	Iteration 61Q: 3 clusters Score -8835171 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -8835168.000000 Penalty: 5342.742676
	Iteration 62Q: 3 clusters Score -8835168 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -8835150.000000 Penalty: 5342.742676
	Iteration 63Q: 3 clusters Score -8835150 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -8835106.000000 Penalty: 5342.742676
	Iteration 64Q: 3 clusters Score -8835106 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -8835064.000000 Penalty: 5342.742676
	Iteration 65Q: 3 clusters Score -8835064 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -8835031.000000 Penalty: 5342.742676
	Iteration 66Q: 3 clusters Score -8835031 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8834996.000000 Penalty: 5342.742676
	Iteration 67Q: 3 clusters Score -8834996 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -8834965.000000 Penalty: 5342.742676
	Iteration 68Q: 3 clusters Score -8834965 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -8834945.000000 Penalty: 5342.742676
	Iteration 69Q: 3 clusters Score -8834945 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -8834897.000000 Penalty: 5342.742676
	Iteration 70Q: 3 clusters Score -8834897 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -8834857.000000 Penalty: 5342.742676
	Iteration 71Q: 3 clusters Score -8834857 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -8834787.000000 Penalty: 5342.742676
	Iteration 72Q: 3 clusters Score -8834787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -8834773.000000 Penalty: 5342.742676
	Iteration 73Q: 3 clusters Score -8834773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -8834743.000000 Penalty: 5342.742676
	Iteration 74Q: 3 clusters Score -8834743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -8834743.000000 Penalty: 5342.742676
	Iteration 75Q: 3 clusters Score -8834743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -8834728.000000 Penalty: 5342.742676
	Iteration 76Q: 3 clusters Score -8834728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -8834704.000000 Penalty: 5342.742676
	Iteration 77Q: 3 clusters Score -8834704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -8834691.000000 Penalty: 5342.742676
	Iteration 78Q: 3 clusters Score -8834691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -8834688.000000 Penalty: 5342.742676
	Iteration 79Q: 3 clusters Score -8834688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -8834693.000000 Penalty: 5342.742676
	Iteration 80F: 3 clusters Score -8834693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -8834687.000000 Penalty: 5342.742676
	Iteration 81Q: 3 clusters Score -8834687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -8834693.000000 Penalty: 5342.742676
	Iteration 82Q: 3 clusters Score -8834693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -8834660.000000 Penalty: 5342.742676
	Iteration 83Q: 3 clusters Score -8834660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -8834644.000000 Penalty: 5342.742676
	Iteration 84Q: 3 clusters Score -8834644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -8834625.000000 Penalty: 5342.742676
	Iteration 85Q: 3 clusters Score -8834625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -8834617.000000 Penalty: 5342.742676
	Iteration 86Q: 3 clusters Score -8834617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -8834615.000000 Penalty: 5342.742676
	Iteration 87Q: 3 clusters Score -8834615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -8834618.000000 Penalty: 5342.742676
	Iteration 88Q: 3 clusters Score -8834618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -8834611.000000 Penalty: 5342.742676
	Iteration 89Q: 3 clusters Score -8834611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -8834609.000000 Penalty: 5342.742676
	Iteration 90Q: 3 clusters Score -8834609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -8834607.000000 Penalty: 5342.742676
	Iteration 91Q: 3 clusters Score -8834607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -8834607.000000 Penalty: 5342.742676
	Iteration 92F: 3 clusters Score -8834607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Entering Unmasked Estep 
Score: -8844396.000000 Penalty: 2671.199707
	Iteration 0F: 2 clusters Score -8844396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -8815123.000000 Penalty: 5342.399414
	Iteration 0F: 3 clusters Score -8815123 nChanged 21823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -8826884.000000 Penalty: 5342.399414
	Iteration 1F: 3 clusters Score -8826884 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -8827355.000000 Penalty: 5342.399414
	Iteration 2Q: 3 clusters Score -8827355 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -8827866.000000 Penalty: 5342.399414
	Iteration 3Q: 3 clusters Score -8827866 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -8828603.000000 Penalty: 5342.399414
	Iteration 4Q: 3 clusters Score -8828603 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -8829658.000000 Penalty: 5342.399414
	Iteration 5Q: 3 clusters Score -8829658 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -8831536.000000 Penalty: 5342.399414
	Iteration 6F: 3 clusters Score -8831536 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -8834384.000000 Penalty: 5342.399414
	Iteration 7F: 3 clusters Score -8834384 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -8837536.000000 Penalty: 5342.399414
	Iteration 8F: 3 clusters Score -8837536 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -8840001.000000 Penalty: 5342.399414
	Iteration 9F: 3 clusters Score -8840001 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8841200.000000 Penalty: 5342.399414
	Iteration 10Q: 3 clusters Score -8841200 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8841660.000000 Penalty: 5342.399414
	Iteration 11Q: 3 clusters Score -8841660 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8841941.000000 Penalty: 5342.399414
	Iteration 12Q: 3 clusters Score -8841941 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8842021.000000 Penalty: 5342.399414
	Iteration 13Q: 3 clusters Score -8842021 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8842097.000000 Penalty: 5342.399414
	Iteration 14Q: 3 clusters Score -8842097 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8842108.000000 Penalty: 5342.399414
	Iteration 15Q: 3 clusters Score -8842108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8842117.000000 Penalty: 5342.399414
	Iteration 16Q: 3 clusters Score -8842117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8842125.000000 Penalty: 5342.399414
	Iteration 17Q: 3 clusters Score -8842125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8842140.000000 Penalty: 5342.399414
	Iteration 18Q: 3 clusters Score -8842140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8842138.000000 Penalty: 5342.399414
	Iteration 19Q: 3 clusters Score -8842138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8842140.000000 Penalty: 5342.399414
	Iteration 20F: 3 clusters Score -8842140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8842131.000000 Penalty: 5342.399414
	Iteration 21Q: 3 clusters Score -8842131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8842133.000000 Penalty: 5342.399414
	Iteration 22Q: 3 clusters Score -8842133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8842132.000000 Penalty: 5342.399414
	Iteration 23Q: 3 clusters Score -8842132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8842140.000000 Penalty: 5342.399414
	Iteration 24Q: 3 clusters Score -8842140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8842141.000000 Penalty: 5342.399414
	Iteration 25Q: 3 clusters Score -8842141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8842144.000000 Penalty: 5342.399414
	Iteration 26Q: 3 clusters Score -8842144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8842149.000000 Penalty: 5342.399414
	Iteration 27Q: 3 clusters Score -8842149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8842147.000000 Penalty: 5342.399414
	Iteration 28Q: 3 clusters Score -8842147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8842153.000000 Penalty: 5342.399414
	Iteration 29Q: 3 clusters Score -8842153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8842157.000000 Penalty: 5342.399414
	Iteration 30Q: 3 clusters Score -8842157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8842157.000000 Penalty: 5342.399414
	Iteration 31Q: 3 clusters Score -8842157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8842162.000000 Penalty: 5342.399414
	Iteration 32Q: 3 clusters Score -8842162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8842167.000000 Penalty: 5342.399414
	Iteration 33Q: 3 clusters Score -8842167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8842163.000000 Penalty: 5342.399414
	Iteration 34Q: 3 clusters Score -8842163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8842164.000000 Penalty: 5342.399414
	Iteration 35Q: 3 clusters Score -8842164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8842165.000000 Penalty: 5342.399414
	Iteration 36Q: 3 clusters Score -8842165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8842165.000000 Penalty: 5342.399414
	Iteration 37Q: 3 clusters Score -8842165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8842158.000000 Penalty: 5342.399414
	Iteration 38Q: 3 clusters Score -8842158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8842158.000000 Penalty: 5342.399414
	Iteration 39F: 3 clusters Score -8842158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31913 members 
Mstep: Class 3 contains 45679 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 16918 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44887 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46040 members 
Mstep: Class 10 contains 49825 members 
Mstep: Class 11 contains 50522 members 
Mstep: Class 12 contains 43358 members 
Mstep: Class 13 contains 54522 members 
Mstep: Class 14 contains 49028 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 2702 members 
Mstep: Class 20 contains 47651 members 
Mstep: Class 21 contains 47618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667248.000000 Penalty: 69157.984375
Iteration 159Q: 22 clusters Score -1.066672e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31914 members 
Mstep: Class 3 contains 45660 members 
Mstep: Class 4 contains 46771 members 
Mstep: Class 5 contains 16869 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44877 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46035 members 
Mstep: Class 10 contains 49846 members 
Mstep: Class 11 contains 50509 members 
Mstep: Class 12 contains 43379 members 
Mstep: Class 13 contains 54538 members 
Mstep: Class 14 contains 49026 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 47665 members 
Mstep: Class 21 contains 47619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667456.000000 Penalty: 69157.984375
Iteration 160F: 22 clusters Score -1.066675e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31912 members 
Mstep: Class 3 contains 45631 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 16822 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44845 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46065 members 
Mstep: Class 10 contains 49880 members 
Mstep: Class 11 contains 50491 members 
Mstep: Class 12 contains 43405 members 
Mstep: Class 13 contains 54553 members 
Mstep: Class 14 contains 49022 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2716 members 
Mstep: Class 20 contains 47657 members 
Mstep: Class 21 contains 47639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667288.000000 Penalty: 69157.984375
Iteration 161Q: 22 clusters Score -1.066673e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31906 members 
Mstep: Class 3 contains 45590 members 
Mstep: Class 4 contains 46804 members 
Mstep: Class 5 contains 16782 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44800 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46121 members 
Mstep: Class 10 contains 49886 members 
Mstep: Class 11 contains 50463 members 
Mstep: Class 12 contains 43433 members 
Mstep: Class 13 contains 54573 members 
Mstep: Class 14 contains 48988 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 47660 members 
Mstep: Class 21 contains 47687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667520.000000 Penalty: 69157.984375
Iteration 162Q: 22 clusters Score -1.066675e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31897 members 
Mstep: Class 3 contains 45548 members 
Mstep: Class 4 contains 46792 members 
Mstep: Class 5 contains 16743 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44790 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46128 members 
Mstep: Class 10 contains 49913 members 
Mstep: Class 11 contains 50424 members 
Mstep: Class 12 contains 43473 members 
Mstep: Class 13 contains 54584 members 
Mstep: Class 14 contains 48983 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 47680 members 
Mstep: Class 21 contains 47732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667680.000000 Penalty: 69157.984375
Iteration 163Q: 22 clusters Score -1.066677e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 45536 members 
Mstep: Class 4 contains 46812 members 
Mstep: Class 5 contains 16702 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44796 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46095 members 
Mstep: Class 10 contains 49912 members 
Mstep: Class 11 contains 50387 members 
Mstep: Class 12 contains 43500 members 
Mstep: Class 13 contains 54599 members 
Mstep: Class 14 contains 48982 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 47686 members 
Mstep: Class 21 contains 47783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667544.000000 Penalty: 69157.984375
Iteration 164Q: 22 clusters Score -1.066675e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31887 members 
Mstep: Class 3 contains 45546 members 
Mstep: Class 4 contains 46827 members 
Mstep: Class 5 contains 16664 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44816 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46044 members 
Mstep: Class 10 contains 49904 members 
Mstep: Class 11 contains 50355 members 
Mstep: Class 12 contains 43504 members 
Mstep: Class 13 contains 54621 members 
Mstep: Class 14 contains 48995 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 47699 members 
Mstep: Class 21 contains 47822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667528.000000 Penalty: 69157.984375
Iteration 165Q: 22 clusters Score -1.066675e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31880 members 
Mstep: Class 3 contains 45553 members 
Mstep: Class 4 contains 46845 members 
Mstep: Class 5 contains 16639 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44821 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46023 members 
Mstep: Class 10 contains 49883 members 
Mstep: Class 11 contains 50335 members 
Mstep: Class 12 contains 43502 members 
Mstep: Class 13 contains 54628 members 
Mstep: Class 14 contains 49002 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 47707 members 
Mstep: Class 21 contains 47867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667384.000000 Penalty: 69157.984375
Iteration 166Q: 22 clusters Score -1.066674e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31877 members 
Mstep: Class 3 contains 45553 members 
Mstep: Class 4 contains 46837 members 
Mstep: Class 5 contains 16604 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44832 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46036 members 
Mstep: Class 10 contains 49866 members 
Mstep: Class 11 contains 50310 members 
Mstep: Class 12 contains 43500 members 
Mstep: Class 13 contains 54635 members 
Mstep: Class 14 contains 49007 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 47711 members 
Mstep: Class 21 contains 47918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667648.000000 Penalty: 69157.984375
Iteration 167Q: 22 clusters Score -1.066676e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31876 members 
Mstep: Class 3 contains 45563 members 
Mstep: Class 4 contains 46817 members 
Mstep: Class 5 contains 16590 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44861 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46065 members 
Mstep: Class 10 contains 49849 members 
Mstep: Class 11 contains 50256 members 
Mstep: Class 12 contains 43507 members 
Mstep: Class 13 contains 54641 members 
Mstep: Class 14 contains 48984 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 47726 members 
Mstep: Class 21 contains 47952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667808.000000 Penalty: 69157.984375
Iteration 168Q: 22 clusters Score -1.066678e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31881 members 
Mstep: Class 3 contains 45583 members 
Mstep: Class 4 contains 46809 members 
Mstep: Class 5 contains 16560 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44879 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46089 members 
Mstep: Class 10 contains 49851 members 
Mstep: Class 11 contains 50204 members 
Mstep: Class 12 contains 43469 members 
Mstep: Class 13 contains 54653 members 
Mstep: Class 14 contains 48990 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 47734 members 
Mstep: Class 21 contains 47984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667808.000000 Penalty: 69157.984375
Iteration 169Q: 22 clusters Score -1.066678e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31884 members 
Mstep: Class 3 contains 45587 members 
Mstep: Class 4 contains 46788 members 
Mstep: Class 5 contains 16531 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44893 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46098 members 
Mstep: Class 10 contains 49857 members 
Mstep: Class 11 contains 50139 members 
Mstep: Class 12 contains 43458 members 
Mstep: Class 13 contains 54700 members 
Mstep: Class 14 contains 49024 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 47735 members 
Mstep: Class 21 contains 47990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667944.000000 Penalty: 69157.984375
Iteration 170Q: 22 clusters Score -1.066679e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31878 members 
Mstep: Class 3 contains 45593 members 
Mstep: Class 4 contains 46772 members 
Mstep: Class 5 contains 16506 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44903 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46094 members 
Mstep: Class 10 contains 49864 members 
Mstep: Class 11 contains 50085 members 
Mstep: Class 12 contains 43459 members 
Mstep: Class 13 contains 54767 members 
Mstep: Class 14 contains 49039 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 47728 members 
Mstep: Class 21 contains 47995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667800.000000 Penalty: 69157.984375
Iteration 171Q: 22 clusters Score -1.066678e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31882 members 
Mstep: Class 3 contains 45603 members 
Mstep: Class 4 contains 46745 members 
Mstep: Class 5 contains 16478 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44876 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46071 members 
Mstep: Class 10 contains 49889 members 
Mstep: Class 11 contains 50052 members 
Mstep: Class 12 contains 43463 members 
Mstep: Class 13 contains 54820 members 
Mstep: Class 14 contains 49079 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 47737 members 
Mstep: Class 21 contains 47987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667944.000000 Penalty: 69157.984375
Iteration 172Q: 22 clusters Score -1.066679e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31881 members 
Mstep: Class 3 contains 45611 members 
Mstep: Class 4 contains 46729 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44864 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46071 members 
Mstep: Class 10 contains 49900 members 
Mstep: Class 11 contains 50036 members 
Mstep: Class 12 contains 43458 members 
Mstep: Class 13 contains 54880 members 
Mstep: Class 14 contains 49079 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 47743 members 
Mstep: Class 21 contains 47991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667952.000000 Penalty: 69157.984375
Iteration 173Q: 22 clusters Score -1.06668e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31887 members 
Mstep: Class 3 contains 45608 members 
Mstep: Class 4 contains 46712 members 
Mstep: Class 5 contains 16403 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44849 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46078 members 
Mstep: Class 10 contains 49903 members 
Mstep: Class 11 contains 50029 members 
Mstep: Class 12 contains 43478 members 
Mstep: Class 13 contains 54926 members 
Mstep: Class 14 contains 49060 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 47743 members 
Mstep: Class 21 contains 48008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667968.000000 Penalty: 69157.984375
Iteration 174Q: 22 clusters Score -1.06668e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31885 members 
Mstep: Class 3 contains 45615 members 
Mstep: Class 4 contains 46704 members 
Mstep: Class 5 contains 16381 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44825 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46055 members 
Mstep: Class 10 contains 49921 members 
Mstep: Class 11 contains 50010 members 
Mstep: Class 12 contains 43474 members 
Mstep: Class 13 contains 54985 members 
Mstep: Class 14 contains 49060 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 47754 members 
Mstep: Class 21 contains 48013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668032.000000 Penalty: 69157.984375
Iteration 175Q: 22 clusters Score -1.06668e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31877 members 
Mstep: Class 3 contains 45606 members 
Mstep: Class 4 contains 46727 members 
Mstep: Class 5 contains 16350 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44801 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46044 members 
Mstep: Class 10 contains 49940 members 
Mstep: Class 11 contains 49984 members 
Mstep: Class 12 contains 43463 members 
Mstep: Class 13 contains 55038 members 
Mstep: Class 14 contains 49060 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 47768 members 
Mstep: Class 21 contains 48024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668008.000000 Penalty: 69157.984375
Iteration 176Q: 22 clusters Score -1.06668e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31878 members 
Mstep: Class 3 contains 45609 members 
Mstep: Class 4 contains 46744 members 
Mstep: Class 5 contains 16330 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44759 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46028 members 
Mstep: Class 10 contains 49955 members 
Mstep: Class 11 contains 49952 members 
Mstep: Class 12 contains 43471 members 
Mstep: Class 13 contains 55069 members 
Mstep: Class 14 contains 49059 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 47778 members 
Mstep: Class 21 contains 48047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667864.000000 Penalty: 69157.984375
Iteration 177Q: 22 clusters Score -1.066679e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31888 members 
Mstep: Class 3 contains 45590 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 16313 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44711 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45997 members 
Mstep: Class 10 contains 49972 members 
Mstep: Class 11 contains 49921 members 
Mstep: Class 12 contains 43483 members 
Mstep: Class 13 contains 55090 members 
Mstep: Class 14 contains 49082 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 47809 members 
Mstep: Class 21 contains 48082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667840.000000 Penalty: 69157.984375
Iteration 178Q: 22 clusters Score -1.066678e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31883 members 
Mstep: Class 3 contains 45597 members 
Mstep: Class 4 contains 46725 members 
Mstep: Class 5 contains 16294 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44718 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45977 members 
Mstep: Class 10 contains 49972 members 
Mstep: Class 11 contains 49901 members 
Mstep: Class 12 contains 43485 members 
Mstep: Class 13 contains 55105 members 
Mstep: Class 14 contains 49111 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 47825 members 
Mstep: Class 21 contains 48086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667928.000000 Penalty: 69157.984375
Iteration 179Q: 22 clusters Score -1.066679e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31884 members 
Mstep: Class 3 contains 45620 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 16268 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44711 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45976 members 
Mstep: Class 10 contains 49971 members 
Mstep: Class 11 contains 49892 members 
Mstep: Class 12 contains 43490 members 
Mstep: Class 13 contains 55127 members 
Mstep: Class 14 contains 49128 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 47832 members 
Mstep: Class 21 contains 48091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667816.000000 Penalty: 69157.984375
Iteration 180F: 22 clusters Score -1.066678e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31879 members 
Mstep: Class 3 contains 45645 members 
Mstep: Class 4 contains 46681 members 
Mstep: Class 5 contains 16249 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44720 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45940 members 
Mstep: Class 10 contains 49976 members 
Mstep: Class 11 contains 49872 members 
Mstep: Class 12 contains 43494 members 
Mstep: Class 13 contains 55125 members 
Mstep: Class 14 contains 49154 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 47836 members 
Mstep: Class 21 contains 48105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667800.000000 Penalty: 69157.984375
Iteration 181Q: 22 clusters Score -1.066678e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31874 members 
Mstep: Class 3 contains 45674 members 
Mstep: Class 4 contains 46686 members 
Mstep: Class 5 contains 16222 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44732 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45921 members 
Mstep: Class 10 contains 49977 members 
Mstep: Class 11 contains 49846 members 
Mstep: Class 12 contains 43513 members 
Mstep: Class 13 contains 55123 members 
Mstep: Class 14 contains 49172 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 47829 members 
Mstep: Class 21 contains 48109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667760.000000 Penalty: 69157.984375
Iteration 182Q: 22 clusters Score -1.066678e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31863 members 
Mstep: Class 3 contains 45685 members 
Mstep: Class 4 contains 46687 members 
Mstep: Class 5 contains 16193 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44779 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45922 members 
Mstep: Class 10 contains 49979 members 
Mstep: Class 11 contains 49823 members 
Mstep: Class 12 contains 43517 members 
Mstep: Class 13 contains 55128 members 
Mstep: Class 14 contains 49163 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 47823 members 
Mstep: Class 21 contains 48118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667808.000000 Penalty: 69157.984375
Iteration 183Q: 22 clusters Score -1.066678e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31849 members 
Mstep: Class 3 contains 45655 members 
Mstep: Class 4 contains 46703 members 
Mstep: Class 5 contains 16166 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44801 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45938 members 
Mstep: Class 10 contains 49972 members 
Mstep: Class 11 contains 49817 members 
Mstep: Class 12 contains 43525 members 
Mstep: Class 13 contains 55123 members 
Mstep: Class 14 contains 49185 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 47813 members 
Mstep: Class 21 contains 48134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667720.000000 Penalty: 69157.984375
Iteration 184Q: 22 clusters Score -1.066677e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31842 members 
Mstep: Class 3 contains 45635 members 
Mstep: Class 4 contains 46722 members 
Mstep: Class 5 contains 16147 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45927 members 
Mstep: Class 10 contains 50001 members 
Mstep: Class 11 contains 49792 members 
Mstep: Class 12 contains 43508 members 
Mstep: Class 13 contains 55117 members 
Mstep: Class 14 contains 49201 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 47812 members 
Mstep: Class 21 contains 48145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667712.000000 Penalty: 69157.984375
Iteration 185Q: 22 clusters Score -1.066677e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31836 members 
Mstep: Class 3 contains 45601 members 
Mstep: Class 4 contains 46727 members 
Mstep: Class 5 contains 16115 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44867 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45902 members 
Mstep: Class 10 contains 50008 members 
Mstep: Class 11 contains 49791 members 
Mstep: Class 12 contains 43502 members 
Mstep: Class 13 contains 55108 members 
Mstep: Class 14 contains 49244 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 47828 members 
Mstep: Class 21 contains 48153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667560.000000 Penalty: 69157.984375
Iteration 186Q: 22 clusters Score -1.066676e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31829 members 
Mstep: Class 3 contains 45559 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 16076 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44905 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45932 members 
Mstep: Class 10 contains 50033 members 
Mstep: Class 11 contains 49783 members 
Mstep: Class 12 contains 43502 members 
Mstep: Class 13 contains 55112 members 
Mstep: Class 14 contains 49271 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 47837 members 
Mstep: Class 21 contains 48158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667544.000000 Penalty: 69157.984375
Iteration 187Q: 22 clusters Score -1.066675e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31826 members 
Mstep: Class 3 contains 45513 members 
Mstep: Class 4 contains 46677 members 
Mstep: Class 5 contains 16050 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44940 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45936 members 
Mstep: Class 10 contains 50040 members 
Mstep: Class 11 contains 49768 members 
Mstep: Class 12 contains 43510 members 
Mstep: Class 13 contains 55109 members 
Mstep: Class 14 contains 49293 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 47841 members 
Mstep: Class 21 contains 48175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667552.000000 Penalty: 69157.984375
Iteration 188Q: 22 clusters Score -1.066676e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31816 members 
Mstep: Class 3 contains 45499 members 
Mstep: Class 4 contains 46660 members 
Mstep: Class 5 contains 16020 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44999 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45953 members 
Mstep: Class 10 contains 50025 members 
Mstep: Class 11 contains 49771 members 
Mstep: Class 12 contains 43501 members 
Mstep: Class 13 contains 55107 members 
Mstep: Class 14 contains 49297 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 47837 members 
Mstep: Class 21 contains 48191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667520.000000 Penalty: 69157.984375
Iteration 189Q: 22 clusters Score -1.066675e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31809 members 
Mstep: Class 3 contains 45483 members 
Mstep: Class 4 contains 46644 members 
Mstep: Class 5 contains 15978 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45032 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46006 members 
Mstep: Class 10 contains 50019 members 
Mstep: Class 11 contains 49765 members 
Mstep: Class 12 contains 43494 members 
Mstep: Class 13 contains 55126 members 
Mstep: Class 14 contains 49299 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 47831 members 
Mstep: Class 21 contains 48189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667856.000000 Penalty: 69157.984375
Iteration 190Q: 22 clusters Score -1.066679e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31802 members 
Mstep: Class 3 contains 45441 members 
Mstep: Class 4 contains 46636 members 
Mstep: Class 5 contains 15948 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45063 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46035 members 
Mstep: Class 10 contains 50019 members 
Mstep: Class 11 contains 49744 members 
Mstep: Class 12 contains 43486 members 
Mstep: Class 13 contains 55120 members 
Mstep: Class 14 contains 49325 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 47842 members 
Mstep: Class 21 contains 48215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667912.000000 Penalty: 69157.984375
Iteration 191Q: 22 clusters Score -1.066679e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31797 members 
Mstep: Class 3 contains 45416 members 
Mstep: Class 4 contains 46626 members 
Mstep: Class 5 contains 15920 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45105 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46030 members 
Mstep: Class 10 contains 50025 members 
Mstep: Class 11 contains 49730 members 
Mstep: Class 12 contains 43482 members 
Mstep: Class 13 contains 55116 members 
Mstep: Class 14 contains 49336 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 47849 members 
Mstep: Class 21 contains 48243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667792.000000 Penalty: 69157.984375
Iteration 192Q: 22 clusters Score -1.066678e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31803 members 
Mstep: Class 3 contains 45392 members 
Mstep: Class 4 contains 46568 members 
Mstep: Class 5 contains 15895 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45152 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46056 members 
Mstep: Class 10 contains 50033 members 
Mstep: Class 11 contains 49702 members 
Mstep: Class 12 contains 43494 members 
Mstep: Class 13 contains 55124 members 
Mstep: Class 14 contains 49348 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 47859 members 
Mstep: Class 21 contains 48250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668168.000000 Penalty: 69157.984375
Iteration 193Q: 22 clusters Score -1.066682e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31808 members 
Mstep: Class 3 contains 45392 members 
Mstep: Class 4 contains 46549 members 
Mstep: Class 5 contains 15858 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45208 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46057 members 
Mstep: Class 10 contains 50032 members 
Mstep: Class 11 contains 49672 members 
Mstep: Class 12 contains 43496 members 
Mstep: Class 13 contains 55139 members 
Mstep: Class 14 contains 49340 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 47872 members 
Mstep: Class 21 contains 48253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668008.000000 Penalty: 69157.984375
Iteration 194Q: 22 clusters Score -1.06668e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31808 members 
Mstep: Class 3 contains 45393 members 
Mstep: Class 4 contains 46534 members 
Mstep: Class 5 contains 15816 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45242 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46060 members 
Mstep: Class 10 contains 50036 members 
Mstep: Class 11 contains 49645 members 
Mstep: Class 12 contains 43511 members 
Mstep: Class 13 contains 55148 members 
Mstep: Class 14 contains 49338 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 47882 members 
Mstep: Class 21 contains 48265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668168.000000 Penalty: 69157.984375
Iteration 195Q: 22 clusters Score -1.066682e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31799 members 
Mstep: Class 3 contains 45386 members 
Mstep: Class 4 contains 46530 members 
Mstep: Class 5 contains 15798 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45286 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46057 members 
Mstep: Class 10 contains 50041 members 
Mstep: Class 11 contains 49613 members 
Mstep: Class 12 contains 43518 members 
Mstep: Class 13 contains 55152 members 
Mstep: Class 14 contains 49331 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 47888 members 
Mstep: Class 21 contains 48279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668168.000000 Penalty: 69157.984375
Iteration 196Q: 22 clusters Score -1.066682e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31800 members 
Mstep: Class 3 contains 45365 members 
Mstep: Class 4 contains 46526 members 
Mstep: Class 5 contains 15786 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45322 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46059 members 
Mstep: Class 10 contains 50033 members 
Mstep: Class 11 contains 49589 members 
Mstep: Class 12 contains 43521 members 
Mstep: Class 13 contains 55173 members 
Mstep: Class 14 contains 49337 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 47893 members 
Mstep: Class 21 contains 48274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668280.000000 Penalty: 69157.984375
Iteration 197Q: 22 clusters Score -1.066683e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31794 members 
Mstep: Class 3 contains 45358 members 
Mstep: Class 4 contains 46529 members 
Mstep: Class 5 contains 15759 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45363 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46059 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 49565 members 
Mstep: Class 12 contains 43523 members 
Mstep: Class 13 contains 55190 members 
Mstep: Class 14 contains 49341 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 47890 members 
Mstep: Class 21 contains 48292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668360.000000 Penalty: 69157.984375
Iteration 198Q: 22 clusters Score -1.066684e+08 nChanged 748
Entering ConstructFrom: 
Score: -106668360.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -236264.078125 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -236264.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -234134.890625 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -234134.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -234680.171875 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -234680.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -234943.156250 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -234943.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -235083.078125 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -235083.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -235205.859375 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -235205.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -235354.390625 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -235354.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -235458.421875 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -235458.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -235523.781250 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -235523.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -235572.984375 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -235573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -235609.875000 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -235609.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -235636.062500 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -235636.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -235659.265625 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -235659.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -235681.312500 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -235681.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -235699.750000 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -235699.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -235723.937500 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -235723.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -235743.140625 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -235743.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -235786.406250 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -235786.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -235853.734375 Penalty: 3579.123535
	Iteration 17Q: 3 clusters Score -235853.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -235865.515625 Penalty: 3579.123535
	Iteration 18Q: 3 clusters Score -235865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -235867.390625 Penalty: 3579.123535
	Iteration 19Q: 3 clusters Score -235867.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -235869.000000 Penalty: 3579.123535
	Iteration 20F: 3 clusters Score -235869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Entering Unmasked Estep 
Score: -5731712.500000 Penalty: 2571.024170
	Iteration 0F: 2 clusters Score -5731712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -5710043.000000 Penalty: 5142.048340
	Iteration 0F: 3 clusters Score -5710043 nChanged 14306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -5717756.000000 Penalty: 5142.048340
	Iteration 1F: 3 clusters Score -5717756 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -5718178.000000 Penalty: 5142.048340
	Iteration 2Q: 3 clusters Score -5718178 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -5718666.000000 Penalty: 5142.048340
	Iteration 3Q: 3 clusters Score -5718666 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -5719137.000000 Penalty: 5142.048340
	Iteration 4Q: 3 clusters Score -5719137 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -5719831.500000 Penalty: 5142.048340
	Iteration 5Q: 3 clusters Score -5719832 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -5720780.500000 Penalty: 5142.048340
	Iteration 6F: 3 clusters Score -5720780 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -5722076.500000 Penalty: 5142.048340
	Iteration 7F: 3 clusters Score -5722076 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -5723835.000000 Penalty: 5142.048340
	Iteration 8F: 3 clusters Score -5723835 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5725876.000000 Penalty: 5142.048340
	Iteration 9F: 3 clusters Score -5725876 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -5727544.000000 Penalty: 5142.048340
	Iteration 10F: 3 clusters Score -5727544 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -5728557.000000 Penalty: 5142.048340
	Iteration 11Q: 3 clusters Score -5728557 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -5729035.000000 Penalty: 5142.048340
	Iteration 12Q: 3 clusters Score -5729035 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -5729221.500000 Penalty: 5142.048340
	Iteration 13Q: 3 clusters Score -5729222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -5729321.000000 Penalty: 5142.048340
	Iteration 14Q: 3 clusters Score -5729321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -5729367.500000 Penalty: 5142.048340
	Iteration 15Q: 3 clusters Score -5729368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -5729404.500000 Penalty: 5142.048340
	Iteration 16Q: 3 clusters Score -5729404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -5729423.500000 Penalty: 5142.048340
	Iteration 17Q: 3 clusters Score -5729424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -5729433.500000 Penalty: 5142.048340
	Iteration 18Q: 3 clusters Score -5729434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -5729450.500000 Penalty: 5142.048340
	Iteration 19Q: 3 clusters Score -5729450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -5729458.000000 Penalty: 5142.048340
	Iteration 20F: 3 clusters Score -5729458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -5729471.500000 Penalty: 5142.048340
	Iteration 21Q: 3 clusters Score -5729472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5729477.000000 Penalty: 5142.048340
	Iteration 22Q: 3 clusters Score -5729477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -5729484.000000 Penalty: 5142.048340
	Iteration 23Q: 3 clusters Score -5729484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5729487.000000 Penalty: 5142.048340
	Iteration 24Q: 3 clusters Score -5729487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -5729487.000000 Penalty: 5142.048340
	Iteration 25Q: 3 clusters Score -5729487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -5729488.000000 Penalty: 5142.048340
	Iteration 26Q: 3 clusters Score -5729488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -5729488.500000 Penalty: 5142.048340
	Iteration 27Q: 3 clusters Score -5729488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -5729488.500000 Penalty: 5142.048340
	Iteration 28F: 3 clusters Score -5729488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Entering Unmasked Estep 
Score: -8379387.500000 Penalty: 2659.135254
	Iteration 0F: 2 clusters Score -8379388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -8349498.000000 Penalty: 5318.270508
	Iteration 0F: 3 clusters Score -8349498 nChanged 20889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -8361453.500000 Penalty: 5318.270508
	Iteration 1F: 3 clusters Score -8361454 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -8362477.000000 Penalty: 5318.270508
	Iteration 2F: 3 clusters Score -8362477 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -8363919.000000 Penalty: 5318.270508
	Iteration 3F: 3 clusters Score -8363919 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -8365868.500000 Penalty: 5318.270508
	Iteration 4F: 3 clusters Score -8365868 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -8368406.500000 Penalty: 5318.270508
	Iteration 5F: 3 clusters Score -8368406 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -8371262.000000 Penalty: 5318.270508
	Iteration 6F: 3 clusters Score -8371262 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -8373899.500000 Penalty: 5318.270508
	Iteration 7F: 3 clusters Score -8373900 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -8375799.500000 Penalty: 5318.270508
	Iteration 8Q: 3 clusters Score -8375800 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -8376786.500000 Penalty: 5318.270508
	Iteration 9Q: 3 clusters Score -8376786 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -8377256.000000 Penalty: 5318.270508
	Iteration 10Q: 3 clusters Score -8377256 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -8377593.500000 Penalty: 5318.270508
	Iteration 11Q: 3 clusters Score -8377594 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -8377853.000000 Penalty: 5318.270508
	Iteration 12Q: 3 clusters Score -8377853 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -8378005.500000 Penalty: 5318.270508
	Iteration 13Q: 3 clusters Score -8378006 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -8378113.500000 Penalty: 5318.270508
	Iteration 14Q: 3 clusters Score -8378114 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -8378232.000000 Penalty: 5318.270508
	Iteration 15Q: 3 clusters Score -8378232 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -8378283.000000 Penalty: 5318.270508
	Iteration 16Q: 3 clusters Score -8378283 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -8378321.500000 Penalty: 5318.270508
	Iteration 17Q: 3 clusters Score -8378322 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -8378402.500000 Penalty: 5318.270508
	Iteration 18Q: 3 clusters Score -8378402 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -8378425.000000 Penalty: 5318.270508
	Iteration 19Q: 3 clusters Score -8378425 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -8378449.500000 Penalty: 5318.270508
	Iteration 20F: 3 clusters Score -8378450 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -8378462.500000 Penalty: 5318.270508
	Iteration 21Q: 3 clusters Score -8378462 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -8378490.000000 Penalty: 5318.270508
	Iteration 22Q: 3 clusters Score -8378490 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -8378483.000000 Penalty: 5318.270508
	Iteration 23Q: 3 clusters Score -8378483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -8378479.000000 Penalty: 5318.270508
	Iteration 24Q: 3 clusters Score -8378479 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -8378457.500000 Penalty: 5318.270508
	Iteration 25Q: 3 clusters Score -8378458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8378449.500000 Penalty: 5318.270508
	Iteration 26Q: 3 clusters Score -8378450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -8378458.000000 Penalty: 5318.270508
	Iteration 27Q: 3 clusters Score -8378458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -8378434.500000 Penalty: 5318.270508
	Iteration 28Q: 3 clusters Score -8378434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -8378434.000000 Penalty: 5318.270508
	Iteration 29Q: 3 clusters Score -8378434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -8378434.000000 Penalty: 5318.270508
	Iteration 30Q: 3 clusters Score -8378434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -8378425.500000 Penalty: 5318.270508
	Iteration 31Q: 3 clusters Score -8378426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -8378431.500000 Penalty: 5318.270508
	Iteration 32Q: 3 clusters Score -8378432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -8378427.000000 Penalty: 5318.270508
	Iteration 33Q: 3 clusters Score -8378427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -8378421.500000 Penalty: 5318.270508
	Iteration 34Q: 3 clusters Score -8378422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -8378409.500000 Penalty: 5318.270508
	Iteration 35Q: 3 clusters Score -8378410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -8378418.000000 Penalty: 5318.270508
	Iteration 36Q: 3 clusters Score -8378418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -8378419.000000 Penalty: 5318.270508
	Iteration 37Q: 3 clusters Score -8378419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -8378407.500000 Penalty: 5318.270508
	Iteration 38Q: 3 clusters Score -8378408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -8378411.500000 Penalty: 5318.270508
	Iteration 39Q: 3 clusters Score -8378412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -8378389.000000 Penalty: 5318.270508
	Iteration 40F: 3 clusters Score -8378389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8378382.000000 Penalty: 5318.270508
	Iteration 41Q: 3 clusters Score -8378382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -8378396.500000 Penalty: 5318.270508
	Iteration 42Q: 3 clusters Score -8378396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -8378389.500000 Penalty: 5318.270508
	Iteration 43Q: 3 clusters Score -8378390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -8378394.000000 Penalty: 5318.270508
	Iteration 44Q: 3 clusters Score -8378394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -8378388.000000 Penalty: 5318.270508
	Iteration 45Q: 3 clusters Score -8378388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -8378388.500000 Penalty: 5318.270508
	Iteration 46Q: 3 clusters Score -8378388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -8378393.500000 Penalty: 5318.270508
	Iteration 47Q: 3 clusters Score -8378394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8378383.000000 Penalty: 5318.270508
	Iteration 48Q: 3 clusters Score -8378383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8378383.000000 Penalty: 5318.270508
	Iteration 49Q: 3 clusters Score -8378383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -8378385.500000 Penalty: 5318.270508
	Iteration 50Q: 3 clusters Score -8378386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -8378382.500000 Penalty: 5318.270508
	Iteration 51Q: 3 clusters Score -8378382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -8378374.500000 Penalty: 5318.270508
	Iteration 52Q: 3 clusters Score -8378374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8378380.000000 Penalty: 5318.270508
	Iteration 53Q: 3 clusters Score -8378380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8378378.500000 Penalty: 5318.270508
	Iteration 54Q: 3 clusters Score -8378378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -8378379.500000 Penalty: 5318.270508
	Iteration 55Q: 3 clusters Score -8378380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -8378381.000000 Penalty: 5318.270508
	Iteration 56Q: 3 clusters Score -8378381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8378377.000000 Penalty: 5318.270508
	Iteration 57Q: 3 clusters Score -8378377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -8378376.500000 Penalty: 5318.270508
	Iteration 58Q: 3 clusters Score -8378376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -8378369.500000 Penalty: 5318.270508
	Iteration 59Q: 3 clusters Score -8378370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -8378359.000000 Penalty: 5318.270508
	Iteration 60F: 3 clusters Score -8378359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -8378353.500000 Penalty: 5318.270508
	Iteration 61Q: 3 clusters Score -8378354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -8378357.000000 Penalty: 5318.270508
	Iteration 62Q: 3 clusters Score -8378357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -8378364.000000 Penalty: 5318.270508
	Iteration 63Q: 3 clusters Score -8378364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -8378367.000000 Penalty: 5318.270508
	Iteration 64Q: 3 clusters Score -8378367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8378365.000000 Penalty: 5318.270508
	Iteration 65Q: 3 clusters Score -8378365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -8378360.500000 Penalty: 5318.270508
	Iteration 66Q: 3 clusters Score -8378360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8378358.500000 Penalty: 5318.270508
	Iteration 67Q: 3 clusters Score -8378358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -8378368.500000 Penalty: 5318.270508
	Iteration 68Q: 3 clusters Score -8378368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -8378366.500000 Penalty: 5318.270508
	Iteration 69Q: 3 clusters Score -8378366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8378367.500000 Penalty: 5318.270508
	Iteration 70Q: 3 clusters Score -8378368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -8378367.500000 Penalty: 5318.270508
	Iteration 71Q: 3 clusters Score -8378368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -8378372.500000 Penalty: 5318.270508
	Iteration 72Q: 3 clusters Score -8378372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -8378369.500000 Penalty: 5318.270508
	Iteration 73Q: 3 clusters Score -8378370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -8378355.000000 Penalty: 5318.270508
	Iteration 74Q: 3 clusters Score -8378355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -8378350.000000 Penalty: 5318.270508
	Iteration 75Q: 3 clusters Score -8378350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -8378350.500000 Penalty: 5318.270508
	Iteration 76Q: 3 clusters Score -8378350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -8378347.500000 Penalty: 5318.270508
	Iteration 77Q: 3 clusters Score -8378348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -8378351.500000 Penalty: 5318.270508
	Iteration 78Q: 3 clusters Score -8378352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8378357.000000 Penalty: 5318.270508
	Iteration 79Q: 3 clusters Score -8378357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -8378357.000000 Penalty: 5318.270508
	Iteration 80F: 3 clusters Score -8378357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -8378358.000000 Penalty: 5318.270508
	Iteration 81Q: 3 clusters Score -8378358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -8378361.000000 Penalty: 5318.270508
	Iteration 82Q: 3 clusters Score -8378361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -8378358.000000 Penalty: 5318.270508
	Iteration 83Q: 3 clusters Score -8378358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8378355.000000 Penalty: 5318.270508
	Iteration 84Q: 3 clusters Score -8378355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8378353.000000 Penalty: 5318.270508
	Iteration 85Q: 3 clusters Score -8378353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -8378351.500000 Penalty: 5318.270508
	Iteration 86Q: 3 clusters Score -8378352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -8378347.500000 Penalty: 5318.270508
	Iteration 87Q: 3 clusters Score -8378348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8378346.500000 Penalty: 5318.270508
	Iteration 88Q: 3 clusters Score -8378346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8378346.500000 Penalty: 5318.270508
	Iteration 89F: 3 clusters Score -8378346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Entering Unmasked Estep 
Score: -8654867.000000 Penalty: 2665.424805
	Iteration 0F: 2 clusters Score -8654867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -8624910.000000 Penalty: 5330.849609
	Iteration 0F: 3 clusters Score -8624910 nChanged 21427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -8636696.000000 Penalty: 5330.849609
	Iteration 1F: 3 clusters Score -8636696 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -8637143.000000 Penalty: 5330.849609
	Iteration 2Q: 3 clusters Score -8637143 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -8637544.000000 Penalty: 5330.849609
	Iteration 3Q: 3 clusters Score -8637544 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -8637989.000000 Penalty: 5330.849609
	Iteration 4Q: 3 clusters Score -8637989 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -8638489.000000 Penalty: 5330.849609
	Iteration 5Q: 3 clusters Score -8638489 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -8638998.000000 Penalty: 5330.849609
	Iteration 6Q: 3 clusters Score -8638998 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -8639641.000000 Penalty: 5330.849609
	Iteration 7Q: 3 clusters Score -8639641 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -8640739.000000 Penalty: 5330.849609
	Iteration 8Q: 3 clusters Score -8640739 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -8642202.000000 Penalty: 5330.849609
	Iteration 9F: 3 clusters Score -8642202 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -8644185.000000 Penalty: 5330.849609
	Iteration 10F: 3 clusters Score -8644185 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -8646154.000000 Penalty: 5330.849609
	Iteration 11F: 3 clusters Score -8646154 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -8647653.000000 Penalty: 5330.849609
	Iteration 12Q: 3 clusters Score -8647653 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -8648729.000000 Penalty: 5330.849609
	Iteration 13Q: 3 clusters Score -8648729 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -8649387.000000 Penalty: 5330.849609
	Iteration 14Q: 3 clusters Score -8649387 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -8649860.000000 Penalty: 5330.849609
	Iteration 15Q: 3 clusters Score -8649860 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -8650256.000000 Penalty: 5330.849609
	Iteration 16Q: 3 clusters Score -8650256 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -8650640.000000 Penalty: 5330.849609
	Iteration 17Q: 3 clusters Score -8650640 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -8650974.000000 Penalty: 5330.849609
	Iteration 18Q: 3 clusters Score -8650974 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -8651238.000000 Penalty: 5330.849609
	Iteration 19Q: 3 clusters Score -8651238 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -8651461.000000 Penalty: 5330.849609
	Iteration 20F: 3 clusters Score -8651461 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -8651611.000000 Penalty: 5330.849609
	Iteration 21Q: 3 clusters Score -8651611 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -8651753.000000 Penalty: 5330.849609
	Iteration 22Q: 3 clusters Score -8651753 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8651880.000000 Penalty: 5330.849609
	Iteration 23Q: 3 clusters Score -8651880 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -8652008.000000 Penalty: 5330.849609
	Iteration 24Q: 3 clusters Score -8652008 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -8652074.000000 Penalty: 5330.849609
	Iteration 25Q: 3 clusters Score -8652074 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -8652174.000000 Penalty: 5330.849609
	Iteration 26Q: 3 clusters Score -8652174 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -8652235.000000 Penalty: 5330.849609
	Iteration 27Q: 3 clusters Score -8652235 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -8652264.000000 Penalty: 5330.849609
	Iteration 28Q: 3 clusters Score -8652264 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -8652349.000000 Penalty: 5330.849609
	Iteration 29Q: 3 clusters Score -8652349 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -8652431.000000 Penalty: 5330.849609
	Iteration 30Q: 3 clusters Score -8652431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -8652451.000000 Penalty: 5330.849609
	Iteration 31Q: 3 clusters Score -8652451 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8652474.000000 Penalty: 5330.849609
	Iteration 32Q: 3 clusters Score -8652474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -8652493.000000 Penalty: 5330.849609
	Iteration 33Q: 3 clusters Score -8652493 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -8652517.000000 Penalty: 5330.849609
	Iteration 34Q: 3 clusters Score -8652517 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -8652533.000000 Penalty: 5330.849609
	Iteration 35Q: 3 clusters Score -8652533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8652549.000000 Penalty: 5330.849609
	Iteration 36Q: 3 clusters Score -8652549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -8652560.000000 Penalty: 5330.849609
	Iteration 37Q: 3 clusters Score -8652560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -8652571.000000 Penalty: 5330.849609
	Iteration 38Q: 3 clusters Score -8652571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -8652580.000000 Penalty: 5330.849609
	Iteration 39Q: 3 clusters Score -8652580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -8652593.000000 Penalty: 5330.849609
	Iteration 40F: 3 clusters Score -8652593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -8652594.000000 Penalty: 5330.849609
	Iteration 41Q: 3 clusters Score -8652594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -8652600.000000 Penalty: 5330.849609
	Iteration 42Q: 3 clusters Score -8652600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -8652606.000000 Penalty: 5330.849609
	Iteration 43Q: 3 clusters Score -8652606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -8652614.000000 Penalty: 5330.849609
	Iteration 44Q: 3 clusters Score -8652614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -8652630.000000 Penalty: 5330.849609
	Iteration 45Q: 3 clusters Score -8652630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -8652638.000000 Penalty: 5330.849609
	Iteration 46Q: 3 clusters Score -8652638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -8652636.000000 Penalty: 5330.849609
	Iteration 47Q: 3 clusters Score -8652636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -8652642.000000 Penalty: 5330.849609
	Iteration 48Q: 3 clusters Score -8652642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -8652648.000000 Penalty: 5330.849609
	Iteration 49Q: 3 clusters Score -8652648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -8652650.000000 Penalty: 5330.849609
	Iteration 50Q: 3 clusters Score -8652650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8652654.000000 Penalty: 5330.849609
	Iteration 51Q: 3 clusters Score -8652654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8652652.000000 Penalty: 5330.849609
	Iteration 52Q: 3 clusters Score -8652652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8652652.000000 Penalty: 5330.849609
	Iteration 53F: 3 clusters Score -8652652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Entering Unmasked Estep 
Score: -2910608.750000 Penalty: 2396.472900
	Iteration 0F: 2 clusters Score -2910609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2899358.000000 Penalty: 4792.945801
	Iteration 0F: 3 clusters Score -2899358 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2903017.250000 Penalty: 4792.945801
	Iteration 1F: 3 clusters Score -2903017 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2903462.750000 Penalty: 4792.945801
	Iteration 2F: 3 clusters Score -2903463 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2903819.000000 Penalty: 4792.945801
	Iteration 3F: 3 clusters Score -2903819 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2904108.750000 Penalty: 4792.945801
	Iteration 4Q: 3 clusters Score -2904109 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2904388.250000 Penalty: 4792.945801
	Iteration 5Q: 3 clusters Score -2904388 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2904710.500000 Penalty: 4792.945801
	Iteration 6Q: 3 clusters Score -2904710 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2905074.750000 Penalty: 4792.945801
	Iteration 7Q: 3 clusters Score -2905075 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2905518.000000 Penalty: 4792.945801
	Iteration 8Q: 3 clusters Score -2905518 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2906059.000000 Penalty: 4792.945801
	Iteration 9Q: 3 clusters Score -2906059 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2906640.500000 Penalty: 4792.945801
	Iteration 10Q: 3 clusters Score -2906640 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2907201.000000 Penalty: 4792.945801
	Iteration 11Q: 3 clusters Score -2907201 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2907534.500000 Penalty: 4792.945801
	Iteration 12Q: 3 clusters Score -2907534 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2907717.500000 Penalty: 4792.945801
	Iteration 13Q: 3 clusters Score -2907718 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2907844.500000 Penalty: 4792.945801
	Iteration 14Q: 3 clusters Score -2907844 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2907922.500000 Penalty: 4792.945801
	Iteration 15Q: 3 clusters Score -2907922 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2907982.000000 Penalty: 4792.945801
	Iteration 16Q: 3 clusters Score -2907982 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2908036.750000 Penalty: 4792.945801
	Iteration 17Q: 3 clusters Score -2908037 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2908079.500000 Penalty: 4792.945801
	Iteration 18Q: 3 clusters Score -2908080 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2908115.750000 Penalty: 4792.945801
	Iteration 19Q: 3 clusters Score -2908116 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2908155.250000 Penalty: 4792.945801
	Iteration 20F: 3 clusters Score -2908155 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2908180.250000 Penalty: 4792.945801
	Iteration 21Q: 3 clusters Score -2908180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2908191.500000 Penalty: 4792.945801
	Iteration 22Q: 3 clusters Score -2908192 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2908222.750000 Penalty: 4792.945801
	Iteration 23Q: 3 clusters Score -2908223 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2908252.750000 Penalty: 4792.945801
	Iteration 24Q: 3 clusters Score -2908253 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2908286.750000 Penalty: 4792.945801
	Iteration 25Q: 3 clusters Score -2908287 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2908321.000000 Penalty: 4792.945801
	Iteration 26Q: 3 clusters Score -2908321 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2908347.000000 Penalty: 4792.945801
	Iteration 27Q: 3 clusters Score -2908347 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2908385.750000 Penalty: 4792.945801
	Iteration 28Q: 3 clusters Score -2908386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2908406.500000 Penalty: 4792.945801
	Iteration 29Q: 3 clusters Score -2908406 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2908431.750000 Penalty: 4792.945801
	Iteration 30Q: 3 clusters Score -2908432 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2908464.500000 Penalty: 4792.945801
	Iteration 31Q: 3 clusters Score -2908464 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2908478.500000 Penalty: 4792.945801
	Iteration 32Q: 3 clusters Score -2908478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2908506.500000 Penalty: 4792.945801
	Iteration 33Q: 3 clusters Score -2908506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2908523.750000 Penalty: 4792.945801
	Iteration 34Q: 3 clusters Score -2908524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2908539.250000 Penalty: 4792.945801
	Iteration 35Q: 3 clusters Score -2908539 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2908548.250000 Penalty: 4792.945801
	Iteration 36Q: 3 clusters Score -2908548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2908561.250000 Penalty: 4792.945801
	Iteration 37Q: 3 clusters Score -2908561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2908575.500000 Penalty: 4792.945801
	Iteration 38Q: 3 clusters Score -2908576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2908594.750000 Penalty: 4792.945801
	Iteration 39Q: 3 clusters Score -2908595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2908607.500000 Penalty: 4792.945801
	Iteration 40F: 3 clusters Score -2908608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2908615.250000 Penalty: 4792.945801
	Iteration 41Q: 3 clusters Score -2908615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2908627.000000 Penalty: 4792.945801
	Iteration 42Q: 3 clusters Score -2908627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2908634.500000 Penalty: 4792.945801
	Iteration 43Q: 3 clusters Score -2908634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2908638.000000 Penalty: 4792.945801
	Iteration 44Q: 3 clusters Score -2908638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2908640.500000 Penalty: 4792.945801
	Iteration 45Q: 3 clusters Score -2908640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2908650.250000 Penalty: 4792.945801
	Iteration 46Q: 3 clusters Score -2908650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2908658.000000 Penalty: 4792.945801
	Iteration 47Q: 3 clusters Score -2908658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2908672.500000 Penalty: 4792.945801
	Iteration 48Q: 3 clusters Score -2908672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2908672.000000 Penalty: 4792.945801
	Iteration 49Q: 3 clusters Score -2908672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2908680.750000 Penalty: 4792.945801
	Iteration 50Q: 3 clusters Score -2908681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2908684.250000 Penalty: 4792.945801
	Iteration 51Q: 3 clusters Score -2908684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2908691.000000 Penalty: 4792.945801
	Iteration 52Q: 3 clusters Score -2908691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2908695.500000 Penalty: 4792.945801
	Iteration 53Q: 3 clusters Score -2908696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2908700.500000 Penalty: 4792.945801
	Iteration 54Q: 3 clusters Score -2908700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2908706.750000 Penalty: 4792.945801
	Iteration 55Q: 3 clusters Score -2908707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2908709.500000 Penalty: 4792.945801
	Iteration 56Q: 3 clusters Score -2908710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2908708.250000 Penalty: 4792.945801
	Iteration 57Q: 3 clusters Score -2908708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2908709.500000 Penalty: 4792.945801
	Iteration 58Q: 3 clusters Score -2908710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2908708.250000 Penalty: 4792.945801
	Iteration 59Q: 3 clusters Score -2908708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2908707.750000 Penalty: 4792.945801
	Iteration 60F: 3 clusters Score -2908708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -77940.679688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -77940.68 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 320 members 
Entering Unmasked Estep 
Score: -76392.492188 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -76392.49 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76769.429688 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -76769.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76899.648438 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -76899.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77034.429688 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -77034.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77133.695312 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -77133.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77208.843750 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -77208.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77276.921875 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -77276.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77312.570312 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -77312.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77346.804688 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -77346.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77368.328125 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -77368.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77376.406250 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -77376.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77378.257812 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -77378.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77378.257812 Penalty: 3220.901855
	Iteration 12F: 3 clusters Score -77378.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Entering Unmasked Estep 
Score: -8413103.000000 Penalty: 2659.435791
	Iteration 0F: 2 clusters Score -8413103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -8383525.500000 Penalty: 5318.871582
	Iteration 0F: 3 clusters Score -8383526 nChanged 20904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -8395125.000000 Penalty: 5318.871582
	Iteration 1F: 3 clusters Score -8395125 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -8395732.000000 Penalty: 5318.871582
	Iteration 2Q: 3 clusters Score -8395732 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -8396431.000000 Penalty: 5318.871582
	Iteration 3Q: 3 clusters Score -8396431 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -8397348.000000 Penalty: 5318.871582
	Iteration 4Q: 3 clusters Score -8397348 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -8398447.000000 Penalty: 5318.871582
	Iteration 5Q: 3 clusters Score -8398447 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -8399657.000000 Penalty: 5318.871582
	Iteration 6Q: 3 clusters Score -8399657 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -8400863.000000 Penalty: 5318.871582
	Iteration 7Q: 3 clusters Score -8400863 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -8401959.000000 Penalty: 5318.871582
	Iteration 8Q: 3 clusters Score -8401959 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -8403045.000000 Penalty: 5318.871582
	Iteration 9Q: 3 clusters Score -8403045 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -8403978.000000 Penalty: 5318.871582
	Iteration 10Q: 3 clusters Score -8403978 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -8404781.000000 Penalty: 5318.871582
	Iteration 11Q: 3 clusters Score -8404781 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -8405454.000000 Penalty: 5318.871582
	Iteration 12Q: 3 clusters Score -8405454 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -8406017.000000 Penalty: 5318.871582
	Iteration 13Q: 3 clusters Score -8406017 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -8406452.000000 Penalty: 5318.871582
	Iteration 14Q: 3 clusters Score -8406452 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -8406931.000000 Penalty: 5318.871582
	Iteration 15Q: 3 clusters Score -8406931 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -8407438.000000 Penalty: 5318.871582
	Iteration 16Q: 3 clusters Score -8407438 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -8407868.000000 Penalty: 5318.871582
	Iteration 17Q: 3 clusters Score -8407868 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -8408292.000000 Penalty: 5318.871582
	Iteration 18Q: 3 clusters Score -8408292 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -8408687.000000 Penalty: 5318.871582
	Iteration 19Q: 3 clusters Score -8408687 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -8409100.000000 Penalty: 5318.871582
	Iteration 20F: 3 clusters Score -8409100 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -8409453.000000 Penalty: 5318.871582
	Iteration 21Q: 3 clusters Score -8409453 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -8409804.000000 Penalty: 5318.871582
	Iteration 22Q: 3 clusters Score -8409804 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -8410109.000000 Penalty: 5318.871582
	Iteration 23Q: 3 clusters Score -8410109 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8410329.000000 Penalty: 5318.871582
	Iteration 24Q: 3 clusters Score -8410329 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8410511.000000 Penalty: 5318.871582
	Iteration 25Q: 3 clusters Score -8410511 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8410647.000000 Penalty: 5318.871582
	Iteration 26Q: 3 clusters Score -8410647 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8410760.000000 Penalty: 5318.871582
	Iteration 27Q: 3 clusters Score -8410760 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8410825.000000 Penalty: 5318.871582
	Iteration 28Q: 3 clusters Score -8410825 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8410869.000000 Penalty: 5318.871582
	Iteration 29Q: 3 clusters Score -8410869 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8410920.000000 Penalty: 5318.871582
	Iteration 30Q: 3 clusters Score -8410920 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8410942.000000 Penalty: 5318.871582
	Iteration 31Q: 3 clusters Score -8410942 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8410968.000000 Penalty: 5318.871582
	Iteration 32Q: 3 clusters Score -8410968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8410996.000000 Penalty: 5318.871582
	Iteration 33Q: 3 clusters Score -8410996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8411011.000000 Penalty: 5318.871582
	Iteration 34Q: 3 clusters Score -8411011 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8411042.000000 Penalty: 5318.871582
	Iteration 35Q: 3 clusters Score -8411042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8411071.000000 Penalty: 5318.871582
	Iteration 36Q: 3 clusters Score -8411071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8411080.000000 Penalty: 5318.871582
	Iteration 37Q: 3 clusters Score -8411080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8411095.000000 Penalty: 5318.871582
	Iteration 38Q: 3 clusters Score -8411095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8411093.000000 Penalty: 5318.871582
	Iteration 39Q: 3 clusters Score -8411093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8411103.000000 Penalty: 5318.871582
	Iteration 40F: 3 clusters Score -8411103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8411106.000000 Penalty: 5318.871582
	Iteration 41Q: 3 clusters Score -8411106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8411108.000000 Penalty: 5318.871582
	Iteration 42Q: 3 clusters Score -8411108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8411103.000000 Penalty: 5318.871582
	Iteration 43Q: 3 clusters Score -8411103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8411114.000000 Penalty: 5318.871582
	Iteration 44Q: 3 clusters Score -8411114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8411119.000000 Penalty: 5318.871582
	Iteration 45Q: 3 clusters Score -8411119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8411114.000000 Penalty: 5318.871582
	Iteration 46Q: 3 clusters Score -8411114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8411112.000000 Penalty: 5318.871582
	Iteration 47Q: 3 clusters Score -8411112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8411118.000000 Penalty: 5318.871582
	Iteration 48Q: 3 clusters Score -8411118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8411123.000000 Penalty: 5318.871582
	Iteration 49Q: 3 clusters Score -8411123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8411127.000000 Penalty: 5318.871582
	Iteration 50Q: 3 clusters Score -8411127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8411124.000000 Penalty: 5318.871582
	Iteration 51Q: 3 clusters Score -8411124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8411124.000000 Penalty: 5318.871582
	Iteration 52F: 3 clusters Score -8411124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -32279.650391 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -32279.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31101.253906 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -31101.25 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31373.916016 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -31373.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31475.015625 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -31475.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31524.855469 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -31524.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31605.468750 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -31605.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31648.281250 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -31648.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31696.796875 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -31696.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31773.826172 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -31773.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31800.607422 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -31800.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31856.400391 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -31856.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31878.970703 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -31878.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31913.601562 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -31913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31935.855469 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -31935.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31937.429688 Penalty: 2951.518799
	Iteration 13Q: 3 clusters Score -31937.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31937.429688 Penalty: 2951.518799
	Iteration 14F: 3 clusters Score -31937.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Entering Unmasked Estep 
Score: -8588648.000000 Penalty: 2662.874268
	Iteration 0F: 2 clusters Score -8588648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -8558838.000000 Penalty: 5325.748535
	Iteration 0F: 3 clusters Score -8558838 nChanged 21380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -8570719.000000 Penalty: 5325.748535
	Iteration 1F: 3 clusters Score -8570719 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -8571332.000000 Penalty: 5325.748535
	Iteration 2Q: 3 clusters Score -8571332 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -8571946.000000 Penalty: 5325.748535
	Iteration 3Q: 3 clusters Score -8571946 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -8572591.000000 Penalty: 5325.748535
	Iteration 4Q: 3 clusters Score -8572591 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -8573485.000000 Penalty: 5325.748535
	Iteration 5Q: 3 clusters Score -8573485 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -8574776.000000 Penalty: 5325.748535
	Iteration 6F: 3 clusters Score -8574776 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -8576672.000000 Penalty: 5325.748535
	Iteration 7F: 3 clusters Score -8576672 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -8578882.000000 Penalty: 5325.748535
	Iteration 8F: 3 clusters Score -8578882 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -8581273.000000 Penalty: 5325.748535
	Iteration 9F: 3 clusters Score -8581273 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -8583224.000000 Penalty: 5325.748535
	Iteration 10Q: 3 clusters Score -8583224 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -8584371.000000 Penalty: 5325.748535
	Iteration 11Q: 3 clusters Score -8584371 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -8584959.000000 Penalty: 5325.748535
	Iteration 12Q: 3 clusters Score -8584959 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -8585320.000000 Penalty: 5325.748535
	Iteration 13Q: 3 clusters Score -8585320 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -8585637.000000 Penalty: 5325.748535
	Iteration 14Q: 3 clusters Score -8585637 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -8585882.000000 Penalty: 5325.748535
	Iteration 15Q: 3 clusters Score -8585882 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -8586139.000000 Penalty: 5325.748535
	Iteration 16Q: 3 clusters Score -8586139 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -8586327.000000 Penalty: 5325.748535
	Iteration 17Q: 3 clusters Score -8586327 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -8586446.000000 Penalty: 5325.748535
	Iteration 18Q: 3 clusters Score -8586446 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -8586570.000000 Penalty: 5325.748535
	Iteration 19Q: 3 clusters Score -8586570 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -8586637.000000 Penalty: 5325.748535
	Iteration 20F: 3 clusters Score -8586637 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -8586726.000000 Penalty: 5325.748535
	Iteration 21Q: 3 clusters Score -8586726 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -8586822.000000 Penalty: 5325.748535
	Iteration 22Q: 3 clusters Score -8586822 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -8586899.000000 Penalty: 5325.748535
	Iteration 23Q: 3 clusters Score -8586899 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8586988.000000 Penalty: 5325.748535
	Iteration 24Q: 3 clusters Score -8586988 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -8587043.000000 Penalty: 5325.748535
	Iteration 25Q: 3 clusters Score -8587043 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -8587096.000000 Penalty: 5325.748535
	Iteration 26Q: 3 clusters Score -8587096 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -8587128.000000 Penalty: 5325.748535
	Iteration 27Q: 3 clusters Score -8587128 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8587118.000000 Penalty: 5325.748535
	Iteration 28Q: 3 clusters Score -8587118 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8587121.000000 Penalty: 5325.748535
	Iteration 29Q: 3 clusters Score -8587121 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8587123.000000 Penalty: 5325.748535
	Iteration 30Q: 3 clusters Score -8587123 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -8587137.000000 Penalty: 5325.748535
	Iteration 31Q: 3 clusters Score -8587137 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -8587150.000000 Penalty: 5325.748535
	Iteration 32Q: 3 clusters Score -8587150 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -8587158.000000 Penalty: 5325.748535
	Iteration 33Q: 3 clusters Score -8587158 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8587166.000000 Penalty: 5325.748535
	Iteration 34Q: 3 clusters Score -8587166 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -8587162.000000 Penalty: 5325.748535
	Iteration 35Q: 3 clusters Score -8587162 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -8587189.000000 Penalty: 5325.748535
	Iteration 36Q: 3 clusters Score -8587189 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8587184.000000 Penalty: 5325.748535
	Iteration 37Q: 3 clusters Score -8587184 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8587194.000000 Penalty: 5325.748535
	Iteration 38Q: 3 clusters Score -8587194 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8587216.000000 Penalty: 5325.748535
	Iteration 39Q: 3 clusters Score -8587216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8587252.000000 Penalty: 5325.748535
	Iteration 40F: 3 clusters Score -8587252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8587242.000000 Penalty: 5325.748535
	Iteration 41Q: 3 clusters Score -8587242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8587226.000000 Penalty: 5325.748535
	Iteration 42Q: 3 clusters Score -8587226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8587243.000000 Penalty: 5325.748535
	Iteration 43Q: 3 clusters Score -8587243 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8587244.000000 Penalty: 5325.748535
	Iteration 44Q: 3 clusters Score -8587244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8587243.000000 Penalty: 5325.748535
	Iteration 45Q: 3 clusters Score -8587243 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8587234.000000 Penalty: 5325.748535
	Iteration 46Q: 3 clusters Score -8587234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8587247.000000 Penalty: 5325.748535
	Iteration 47Q: 3 clusters Score -8587247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8587241.000000 Penalty: 5325.748535
	Iteration 48Q: 3 clusters Score -8587241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8587233.000000 Penalty: 5325.748535
	Iteration 49Q: 3 clusters Score -8587233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8587226.000000 Penalty: 5325.748535
	Iteration 50Q: 3 clusters Score -8587226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8587243.000000 Penalty: 5325.748535
	Iteration 51Q: 3 clusters Score -8587243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8587228.000000 Penalty: 5325.748535
	Iteration 52Q: 3 clusters Score -8587228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8587240.000000 Penalty: 5325.748535
	Iteration 53Q: 3 clusters Score -8587240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8587233.000000 Penalty: 5325.748535
	Iteration 54Q: 3 clusters Score -8587233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8587233.000000 Penalty: 5325.748535
	Iteration 55Q: 3 clusters Score -8587233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8587215.000000 Penalty: 5325.748535
	Iteration 56Q: 3 clusters Score -8587215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8587224.000000 Penalty: 5325.748535
	Iteration 57Q: 3 clusters Score -8587224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8587221.000000 Penalty: 5325.748535
	Iteration 58Q: 3 clusters Score -8587221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8587212.000000 Penalty: 5325.748535
	Iteration 59Q: 3 clusters Score -8587212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8587223.000000 Penalty: 5325.748535
	Iteration 60F: 3 clusters Score -8587223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8587224.000000 Penalty: 5325.748535
	Iteration 61Q: 3 clusters Score -8587224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8587238.000000 Penalty: 5325.748535
	Iteration 62Q: 3 clusters Score -8587238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8587235.000000 Penalty: 5325.748535
	Iteration 63Q: 3 clusters Score -8587235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8587225.000000 Penalty: 5325.748535
	Iteration 64Q: 3 clusters Score -8587225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8587237.000000 Penalty: 5325.748535
	Iteration 65Q: 3 clusters Score -8587237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8587239.000000 Penalty: 5325.748535
	Iteration 66Q: 3 clusters Score -8587239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8587227.000000 Penalty: 5325.748535
	Iteration 67Q: 3 clusters Score -8587227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8587231.000000 Penalty: 5325.748535
	Iteration 68Q: 3 clusters Score -8587231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8587229.000000 Penalty: 5325.748535
	Iteration 69Q: 3 clusters Score -8587229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8587232.000000 Penalty: 5325.748535
	Iteration 70Q: 3 clusters Score -8587232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8587235.000000 Penalty: 5325.748535
	Iteration 71Q: 3 clusters Score -8587235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8587238.000000 Penalty: 5325.748535
	Iteration 72Q: 3 clusters Score -8587238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8587232.000000 Penalty: 5325.748535
	Iteration 73Q: 3 clusters Score -8587232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8587230.000000 Penalty: 5325.748535
	Iteration 74Q: 3 clusters Score -8587230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8587229.000000 Penalty: 5325.748535
	Iteration 75Q: 3 clusters Score -8587229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8587230.000000 Penalty: 5325.748535
	Iteration 76Q: 3 clusters Score -8587230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8587225.000000 Penalty: 5325.748535
	Iteration 77Q: 3 clusters Score -8587225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8587227.000000 Penalty: 5325.748535
	Iteration 78Q: 3 clusters Score -8587227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8587221.000000 Penalty: 5325.748535
	Iteration 79Q: 3 clusters Score -8587221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8587227.000000 Penalty: 5325.748535
	Iteration 80F: 3 clusters Score -8587227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8587218.000000 Penalty: 5325.748535
	Iteration 81Q: 3 clusters Score -8587218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8587226.000000 Penalty: 5325.748535
	Iteration 82Q: 3 clusters Score -8587226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8587232.000000 Penalty: 5325.748535
	Iteration 83Q: 3 clusters Score -8587232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8587224.000000 Penalty: 5325.748535
	Iteration 84Q: 3 clusters Score -8587224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8587226.000000 Penalty: 5325.748535
	Iteration 85Q: 3 clusters Score -8587226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8587232.000000 Penalty: 5325.748535
	Iteration 86Q: 3 clusters Score -8587232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8587232.000000 Penalty: 5325.748535
	Iteration 87F: 3 clusters Score -8587232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Entering Unmasked Estep 
Score: -9198047.000000 Penalty: 2683.245361
	Iteration 0F: 2 clusters Score -9198047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -9166399.000000 Penalty: 5366.490723
	Iteration 0F: 3 clusters Score -9166399 nChanged 23086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -9179080.000000 Penalty: 5366.490723
	Iteration 1F: 3 clusters Score -9179080 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -9179673.000000 Penalty: 5366.490723
	Iteration 2Q: 3 clusters Score -9179673 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -9180184.000000 Penalty: 5366.490723
	Iteration 3Q: 3 clusters Score -9180184 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -9180695.000000 Penalty: 5366.490723
	Iteration 4Q: 3 clusters Score -9180695 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -9181395.000000 Penalty: 5366.490723
	Iteration 5Q: 3 clusters Score -9181395 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -9182219.000000 Penalty: 5366.490723
	Iteration 6Q: 3 clusters Score -9182219 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -9183349.000000 Penalty: 5366.490723
	Iteration 7Q: 3 clusters Score -9183349 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -9184703.000000 Penalty: 5366.490723
	Iteration 8Q: 3 clusters Score -9184703 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -9186424.000000 Penalty: 5366.490723
	Iteration 9F: 3 clusters Score -9186424 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -9188510.000000 Penalty: 5366.490723
	Iteration 10F: 3 clusters Score -9188510 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -9190597.000000 Penalty: 5366.490723
	Iteration 11F: 3 clusters Score -9190597 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -9191752.000000 Penalty: 5366.490723
	Iteration 12Q: 3 clusters Score -9191752 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -9192236.000000 Penalty: 5366.490723
	Iteration 13Q: 3 clusters Score -9192236 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -9192458.000000 Penalty: 5366.490723
	Iteration 14Q: 3 clusters Score -9192458 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -9192569.000000 Penalty: 5366.490723
	Iteration 15Q: 3 clusters Score -9192569 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -9192663.000000 Penalty: 5366.490723
	Iteration 16Q: 3 clusters Score -9192663 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -9192743.000000 Penalty: 5366.490723
	Iteration 17Q: 3 clusters Score -9192743 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -9192877.000000 Penalty: 5366.490723
	Iteration 18Q: 3 clusters Score -9192877 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -9192976.000000 Penalty: 5366.490723
	Iteration 19Q: 3 clusters Score -9192976 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -9193098.000000 Penalty: 5366.490723
	Iteration 20F: 3 clusters Score -9193098 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -9193219.000000 Penalty: 5366.490723
	Iteration 21Q: 3 clusters Score -9193219 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -9193307.000000 Penalty: 5366.490723
	Iteration 22Q: 3 clusters Score -9193307 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -9193424.000000 Penalty: 5366.490723
	Iteration 23Q: 3 clusters Score -9193424 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -9193510.000000 Penalty: 5366.490723
	Iteration 24Q: 3 clusters Score -9193510 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -9193601.000000 Penalty: 5366.490723
	Iteration 25Q: 3 clusters Score -9193601 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -9193710.000000 Penalty: 5366.490723
	Iteration 26Q: 3 clusters Score -9193710 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -9193792.000000 Penalty: 5366.490723
	Iteration 27Q: 3 clusters Score -9193792 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -9193915.000000 Penalty: 5366.490723
	Iteration 28Q: 3 clusters Score -9193915 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -9194039.000000 Penalty: 5366.490723
	Iteration 29Q: 3 clusters Score -9194039 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -9194205.000000 Penalty: 5366.490723
	Iteration 30Q: 3 clusters Score -9194205 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -9194385.000000 Penalty: 5366.490723
	Iteration 31Q: 3 clusters Score -9194385 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -9194483.000000 Penalty: 5366.490723
	Iteration 32Q: 3 clusters Score -9194483 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -9194602.000000 Penalty: 5366.490723
	Iteration 33Q: 3 clusters Score -9194602 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -9194795.000000 Penalty: 5366.490723
	Iteration 34Q: 3 clusters Score -9194795 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -9194968.000000 Penalty: 5366.490723
	Iteration 35Q: 3 clusters Score -9194968 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -9195133.000000 Penalty: 5366.490723
	Iteration 36Q: 3 clusters Score -9195133 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -9195358.000000 Penalty: 5366.490723
	Iteration 37Q: 3 clusters Score -9195358 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -9195484.000000 Penalty: 5366.490723
	Iteration 38Q: 3 clusters Score -9195484 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -9195670.000000 Penalty: 5366.490723
	Iteration 39Q: 3 clusters Score -9195670 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -9195826.000000 Penalty: 5366.490723
	Iteration 40F: 3 clusters Score -9195826 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -9196005.000000 Penalty: 5366.490723
	Iteration 41Q: 3 clusters Score -9196005 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -9196177.000000 Penalty: 5366.490723
	Iteration 42Q: 3 clusters Score -9196177 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -9196320.000000 Penalty: 5366.490723
	Iteration 43Q: 3 clusters Score -9196320 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -9196459.000000 Penalty: 5366.490723
	Iteration 44Q: 3 clusters Score -9196459 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -9196615.000000 Penalty: 5366.490723
	Iteration 45Q: 3 clusters Score -9196615 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -9196728.000000 Penalty: 5366.490723
	Iteration 46Q: 3 clusters Score -9196728 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -9196888.000000 Penalty: 5366.490723
	Iteration 47Q: 3 clusters Score -9196888 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -9197002.000000 Penalty: 5366.490723
	Iteration 48Q: 3 clusters Score -9197002 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -9197122.000000 Penalty: 5366.490723
	Iteration 49Q: 3 clusters Score -9197122 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -9197217.000000 Penalty: 5366.490723
	Iteration 50Q: 3 clusters Score -9197217 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -9197284.000000 Penalty: 5366.490723
	Iteration 51Q: 3 clusters Score -9197284 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -9197359.000000 Penalty: 5366.490723
	Iteration 52Q: 3 clusters Score -9197359 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -9197380.000000 Penalty: 5366.490723
	Iteration 53Q: 3 clusters Score -9197380 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -9197396.000000 Penalty: 5366.490723
	Iteration 54Q: 3 clusters Score -9197396 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -9197389.000000 Penalty: 5366.490723
	Iteration 55Q: 3 clusters Score -9197389 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -9197379.000000 Penalty: 5366.490723
	Iteration 56Q: 3 clusters Score -9197379 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -9197342.000000 Penalty: 5366.490723
	Iteration 57Q: 3 clusters Score -9197342 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -9197335.000000 Penalty: 5366.490723
	Iteration 58Q: 3 clusters Score -9197335 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -9197311.000000 Penalty: 5366.490723
	Iteration 59Q: 3 clusters Score -9197311 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -9197275.000000 Penalty: 5366.490723
	Iteration 60F: 3 clusters Score -9197275 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -9197277.000000 Penalty: 5366.490723
	Iteration 61Q: 3 clusters Score -9197277 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -9197221.000000 Penalty: 5366.490723
	Iteration 62Q: 3 clusters Score -9197221 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -9197184.000000 Penalty: 5366.490723
	Iteration 63Q: 3 clusters Score -9197184 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -9197169.000000 Penalty: 5366.490723
	Iteration 64Q: 3 clusters Score -9197169 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -9197143.000000 Penalty: 5366.490723
	Iteration 65Q: 3 clusters Score -9197143 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -9197115.000000 Penalty: 5366.490723
	Iteration 66Q: 3 clusters Score -9197115 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -9197084.000000 Penalty: 5366.490723
	Iteration 67Q: 3 clusters Score -9197084 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -9197077.000000 Penalty: 5366.490723
	Iteration 68Q: 3 clusters Score -9197077 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -9197025.000000 Penalty: 5366.490723
	Iteration 69Q: 3 clusters Score -9197025 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -9196996.000000 Penalty: 5366.490723
	Iteration 70Q: 3 clusters Score -9196996 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -9196986.000000 Penalty: 5366.490723
	Iteration 71Q: 3 clusters Score -9196986 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -9196930.000000 Penalty: 5366.490723
	Iteration 72Q: 3 clusters Score -9196930 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9196929.000000 Penalty: 5366.490723
	Iteration 73Q: 3 clusters Score -9196929 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -9196894.000000 Penalty: 5366.490723
	Iteration 74Q: 3 clusters Score -9196894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -9196888.000000 Penalty: 5366.490723
	Iteration 75Q: 3 clusters Score -9196888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -9196847.000000 Penalty: 5366.490723
	Iteration 76Q: 3 clusters Score -9196847 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9196799.000000 Penalty: 5366.490723
	Iteration 77Q: 3 clusters Score -9196799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9196784.000000 Penalty: 5366.490723
	Iteration 78Q: 3 clusters Score -9196784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -9196758.000000 Penalty: 5366.490723
	Iteration 79Q: 3 clusters Score -9196758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -9196757.000000 Penalty: 5366.490723
	Iteration 80F: 3 clusters Score -9196757 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -9196746.000000 Penalty: 5366.490723
	Iteration 81Q: 3 clusters Score -9196746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9196724.000000 Penalty: 5366.490723
	Iteration 82Q: 3 clusters Score -9196724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9196724.000000 Penalty: 5366.490723
	Iteration 83Q: 3 clusters Score -9196724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -9196690.000000 Penalty: 5366.490723
	Iteration 84Q: 3 clusters Score -9196690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9196678.000000 Penalty: 5366.490723
	Iteration 85Q: 3 clusters Score -9196678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -9196685.000000 Penalty: 5366.490723
	Iteration 86Q: 3 clusters Score -9196685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -9196650.000000 Penalty: 5366.490723
	Iteration 87Q: 3 clusters Score -9196650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -9196652.000000 Penalty: 5366.490723
	Iteration 88Q: 3 clusters Score -9196652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -9196650.000000 Penalty: 5366.490723
	Iteration 89Q: 3 clusters Score -9196650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9196638.000000 Penalty: 5366.490723
	Iteration 90Q: 3 clusters Score -9196638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9196632.000000 Penalty: 5366.490723
	Iteration 91Q: 3 clusters Score -9196632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9196629.000000 Penalty: 5366.490723
	Iteration 92Q: 3 clusters Score -9196629 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9196610.000000 Penalty: 5366.490723
	Iteration 93Q: 3 clusters Score -9196610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9196595.000000 Penalty: 5366.490723
	Iteration 94Q: 3 clusters Score -9196595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9196562.000000 Penalty: 5366.490723
	Iteration 95Q: 3 clusters Score -9196562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -9196562.000000 Penalty: 5366.490723
	Iteration 96Q: 3 clusters Score -9196562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9196564.000000 Penalty: 5366.490723
	Iteration 97Q: 3 clusters Score -9196564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -9196567.000000 Penalty: 5366.490723
	Iteration 98Q: 3 clusters Score -9196567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9196564.000000 Penalty: 5366.490723
	Iteration 99Q: 3 clusters Score -9196564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9196565.000000 Penalty: 5366.490723
	Iteration 100F: 3 clusters Score -9196565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9196570.000000 Penalty: 5366.490723
	Iteration 101Q: 3 clusters Score -9196570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9196557.000000 Penalty: 5366.490723
	Iteration 102Q: 3 clusters Score -9196557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9196563.000000 Penalty: 5366.490723
	Iteration 103Q: 3 clusters Score -9196563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9196563.000000 Penalty: 5366.490723
	Iteration 104Q: 3 clusters Score -9196563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9196547.000000 Penalty: 5366.490723
	Iteration 105Q: 3 clusters Score -9196547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9196545.000000 Penalty: 5366.490723
	Iteration 106Q: 3 clusters Score -9196545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9196536.000000 Penalty: 5366.490723
	Iteration 107Q: 3 clusters Score -9196536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9196530.000000 Penalty: 5366.490723
	Iteration 108Q: 3 clusters Score -9196530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9196522.000000 Penalty: 5366.490723
	Iteration 109Q: 3 clusters Score -9196522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9196518.000000 Penalty: 5366.490723
	Iteration 110Q: 3 clusters Score -9196518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9196525.000000 Penalty: 5366.490723
	Iteration 111Q: 3 clusters Score -9196525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9196512.000000 Penalty: 5366.490723
	Iteration 112Q: 3 clusters Score -9196512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9196518.000000 Penalty: 5366.490723
	Iteration 113Q: 3 clusters Score -9196518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9196516.000000 Penalty: 5366.490723
	Iteration 114Q: 3 clusters Score -9196516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9196513.000000 Penalty: 5366.490723
	Iteration 115Q: 3 clusters Score -9196513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9196516.000000 Penalty: 5366.490723
	Iteration 116Q: 3 clusters Score -9196516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9196516.000000 Penalty: 5366.490723
	Iteration 117F: 3 clusters Score -9196516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Entering Unmasked Estep 
Score: -9106558.000000 Penalty: 2681.093018
	Iteration 0F: 2 clusters Score -9106558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -9075394.000000 Penalty: 5362.186035
	Iteration 0F: 3 clusters Score -9075394 nChanged 22955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -9088173.000000 Penalty: 5362.186035
	Iteration 1F: 3 clusters Score -9088173 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -9088832.000000 Penalty: 5362.186035
	Iteration 2Q: 3 clusters Score -9088832 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -9089743.000000 Penalty: 5362.186035
	Iteration 3Q: 3 clusters Score -9089743 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -9090950.000000 Penalty: 5362.186035
	Iteration 4F: 3 clusters Score -9090950 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -9092951.000000 Penalty: 5362.186035
	Iteration 5F: 3 clusters Score -9092951 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -9095860.000000 Penalty: 5362.186035
	Iteration 6F: 3 clusters Score -9095860 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -9099320.000000 Penalty: 5362.186035
	Iteration 7F: 3 clusters Score -9099320 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -9102586.000000 Penalty: 5362.186035
	Iteration 8F: 3 clusters Score -9102586 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -9104866.000000 Penalty: 5362.186035
	Iteration 9Q: 3 clusters Score -9104866 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -9105859.000000 Penalty: 5362.186035
	Iteration 10Q: 3 clusters Score -9105859 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -9106207.000000 Penalty: 5362.186035
	Iteration 11Q: 3 clusters Score -9106207 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -9106358.000000 Penalty: 5362.186035
	Iteration 12Q: 3 clusters Score -9106358 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -9106495.000000 Penalty: 5362.186035
	Iteration 13Q: 3 clusters Score -9106495 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -9106569.000000 Penalty: 5362.186035
	Iteration 14Q: 3 clusters Score -9106569 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -9106594.000000 Penalty: 5362.186035
	Iteration 15Q: 3 clusters Score -9106594 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -9106618.000000 Penalty: 5362.186035
	Iteration 16Q: 3 clusters Score -9106618 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -9106630.000000 Penalty: 5362.186035
	Iteration 17Q: 3 clusters Score -9106630 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -9106643.000000 Penalty: 5362.186035
	Iteration 18Q: 3 clusters Score -9106643 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -9106633.000000 Penalty: 5362.186035
	Iteration 19Q: 3 clusters Score -9106633 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -9106586.000000 Penalty: 5362.186035
	Iteration 20F: 3 clusters Score -9106586 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -9106571.000000 Penalty: 5362.186035
	Iteration 21Q: 3 clusters Score -9106571 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -9106526.000000 Penalty: 5362.186035
	Iteration 22Q: 3 clusters Score -9106526 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -9106487.000000 Penalty: 5362.186035
	Iteration 23Q: 3 clusters Score -9106487 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -9106465.000000 Penalty: 5362.186035
	Iteration 24Q: 3 clusters Score -9106465 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -9106436.000000 Penalty: 5362.186035
	Iteration 25Q: 3 clusters Score -9106436 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -9106384.000000 Penalty: 5362.186035
	Iteration 26Q: 3 clusters Score -9106384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -9106372.000000 Penalty: 5362.186035
	Iteration 27Q: 3 clusters Score -9106372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -9106344.000000 Penalty: 5362.186035
	Iteration 28Q: 3 clusters Score -9106344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -9106329.000000 Penalty: 5362.186035
	Iteration 29Q: 3 clusters Score -9106329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -9106296.000000 Penalty: 5362.186035
	Iteration 30Q: 3 clusters Score -9106296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -9106282.000000 Penalty: 5362.186035
	Iteration 31Q: 3 clusters Score -9106282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -9106242.000000 Penalty: 5362.186035
	Iteration 32Q: 3 clusters Score -9106242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -9106181.000000 Penalty: 5362.186035
	Iteration 33Q: 3 clusters Score -9106181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -9106160.000000 Penalty: 5362.186035
	Iteration 34Q: 3 clusters Score -9106160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -9106142.000000 Penalty: 5362.186035
	Iteration 35Q: 3 clusters Score -9106142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -9106116.000000 Penalty: 5362.186035
	Iteration 36Q: 3 clusters Score -9106116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -9106074.000000 Penalty: 5362.186035
	Iteration 37Q: 3 clusters Score -9106074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -9106069.000000 Penalty: 5362.186035
	Iteration 38Q: 3 clusters Score -9106069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -9106052.000000 Penalty: 5362.186035
	Iteration 39Q: 3 clusters Score -9106052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -9106020.000000 Penalty: 5362.186035
	Iteration 40F: 3 clusters Score -9106020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -9105997.000000 Penalty: 5362.186035
	Iteration 41Q: 3 clusters Score -9105997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -9105970.000000 Penalty: 5362.186035
	Iteration 42Q: 3 clusters Score -9105970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -9105937.000000 Penalty: 5362.186035
	Iteration 43Q: 3 clusters Score -9105937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -9105940.000000 Penalty: 5362.186035
	Iteration 44Q: 3 clusters Score -9105940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -9105901.000000 Penalty: 5362.186035
	Iteration 45Q: 3 clusters Score -9105901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -9105889.000000 Penalty: 5362.186035
	Iteration 46Q: 3 clusters Score -9105889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -9105875.000000 Penalty: 5362.186035
	Iteration 47Q: 3 clusters Score -9105875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -9105876.000000 Penalty: 5362.186035
	Iteration 48Q: 3 clusters Score -9105876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -9105864.000000 Penalty: 5362.186035
	Iteration 49Q: 3 clusters Score -9105864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -9105854.000000 Penalty: 5362.186035
	Iteration 50Q: 3 clusters Score -9105854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9105844.000000 Penalty: 5362.186035
	Iteration 51Q: 3 clusters Score -9105844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -9105813.000000 Penalty: 5362.186035
	Iteration 52Q: 3 clusters Score -9105813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -9105814.000000 Penalty: 5362.186035
	Iteration 53Q: 3 clusters Score -9105814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -9105784.000000 Penalty: 5362.186035
	Iteration 54Q: 3 clusters Score -9105784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -9105781.000000 Penalty: 5362.186035
	Iteration 55Q: 3 clusters Score -9105781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -9105759.000000 Penalty: 5362.186035
	Iteration 56Q: 3 clusters Score -9105759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -9105741.000000 Penalty: 5362.186035
	Iteration 57Q: 3 clusters Score -9105741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -9105725.000000 Penalty: 5362.186035
	Iteration 58Q: 3 clusters Score -9105725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -9105720.000000 Penalty: 5362.186035
	Iteration 59Q: 3 clusters Score -9105720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9105714.000000 Penalty: 5362.186035
	Iteration 60F: 3 clusters Score -9105714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -9105713.000000 Penalty: 5362.186035
	Iteration 61Q: 3 clusters Score -9105713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -9105713.000000 Penalty: 5362.186035
	Iteration 62Q: 3 clusters Score -9105713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9105703.000000 Penalty: 5362.186035
	Iteration 63Q: 3 clusters Score -9105703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -9105693.000000 Penalty: 5362.186035
	Iteration 64Q: 3 clusters Score -9105693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9105677.000000 Penalty: 5362.186035
	Iteration 65Q: 3 clusters Score -9105677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9105647.000000 Penalty: 5362.186035
	Iteration 66Q: 3 clusters Score -9105647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -9105650.000000 Penalty: 5362.186035
	Iteration 67Q: 3 clusters Score -9105650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -9105643.000000 Penalty: 5362.186035
	Iteration 68Q: 3 clusters Score -9105643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -9105653.000000 Penalty: 5362.186035
	Iteration 69Q: 3 clusters Score -9105653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -9105645.000000 Penalty: 5362.186035
	Iteration 70Q: 3 clusters Score -9105645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -9105636.000000 Penalty: 5362.186035
	Iteration 71Q: 3 clusters Score -9105636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9105620.000000 Penalty: 5362.186035
	Iteration 72Q: 3 clusters Score -9105620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -9105611.000000 Penalty: 5362.186035
	Iteration 73Q: 3 clusters Score -9105611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -9105615.000000 Penalty: 5362.186035
	Iteration 74Q: 3 clusters Score -9105615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9105609.000000 Penalty: 5362.186035
	Iteration 75Q: 3 clusters Score -9105609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9105604.000000 Penalty: 5362.186035
	Iteration 76Q: 3 clusters Score -9105604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9105600.000000 Penalty: 5362.186035
	Iteration 77Q: 3 clusters Score -9105600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -9105593.000000 Penalty: 5362.186035
	Iteration 78Q: 3 clusters Score -9105593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -9105594.000000 Penalty: 5362.186035
	Iteration 79Q: 3 clusters Score -9105594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9105594.000000 Penalty: 5362.186035
	Iteration 80F: 3 clusters Score -9105594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9105596.000000 Penalty: 5362.186035
	Iteration 81Q: 3 clusters Score -9105596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9105591.000000 Penalty: 5362.186035
	Iteration 82Q: 3 clusters Score -9105591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9105591.000000 Penalty: 5362.186035
	Iteration 83F: 3 clusters Score -9105591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Entering Unmasked Estep 
Score: -8076510.000000 Penalty: 2648.904785
	Iteration 0F: 2 clusters Score -8076510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -8047778.000000 Penalty: 5297.809570
	Iteration 0F: 3 clusters Score -8047778 nChanged 19967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -8058894.000000 Penalty: 5297.809570
	Iteration 1F: 3 clusters Score -8058894 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -8059633.000000 Penalty: 5297.809570
	Iteration 2Q: 3 clusters Score -8059633 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -8060526.500000 Penalty: 5297.809570
	Iteration 3Q: 3 clusters Score -8060526 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -8061674.000000 Penalty: 5297.809570
	Iteration 4Q: 3 clusters Score -8061674 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -8063123.500000 Penalty: 5297.809570
	Iteration 5F: 3 clusters Score -8063124 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -8064770.000000 Penalty: 5297.809570
	Iteration 6F: 3 clusters Score -8064770 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -8066479.500000 Penalty: 5297.809570
	Iteration 7F: 3 clusters Score -8066480 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -8068353.000000 Penalty: 5297.809570
	Iteration 8F: 3 clusters Score -8068353 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -8070215.000000 Penalty: 5297.809570
	Iteration 9F: 3 clusters Score -8070215 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -8071506.000000 Penalty: 5297.809570
	Iteration 10Q: 3 clusters Score -8071506 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -8072136.500000 Penalty: 5297.809570
	Iteration 11Q: 3 clusters Score -8072136 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -8072432.500000 Penalty: 5297.809570
	Iteration 12Q: 3 clusters Score -8072432 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -8072611.500000 Penalty: 5297.809570
	Iteration 13Q: 3 clusters Score -8072612 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -8072790.000000 Penalty: 5297.809570
	Iteration 14Q: 3 clusters Score -8072790 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -8072928.500000 Penalty: 5297.809570
	Iteration 15Q: 3 clusters Score -8072928 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -8073014.000000 Penalty: 5297.809570
	Iteration 16Q: 3 clusters Score -8073014 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -8073166.500000 Penalty: 5297.809570
	Iteration 17Q: 3 clusters Score -8073166 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -8073286.000000 Penalty: 5297.809570
	Iteration 18Q: 3 clusters Score -8073286 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -8073415.500000 Penalty: 5297.809570
	Iteration 19Q: 3 clusters Score -8073416 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -8073516.500000 Penalty: 5297.809570
	Iteration 20F: 3 clusters Score -8073516 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -8073649.000000 Penalty: 5297.809570
	Iteration 21Q: 3 clusters Score -8073649 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -8073764.500000 Penalty: 5297.809570
	Iteration 22Q: 3 clusters Score -8073764 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -8073873.000000 Penalty: 5297.809570
	Iteration 23Q: 3 clusters Score -8073873 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -8073959.000000 Penalty: 5297.809570
	Iteration 24Q: 3 clusters Score -8073959 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -8074053.000000 Penalty: 5297.809570
	Iteration 25Q: 3 clusters Score -8074053 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -8074133.500000 Penalty: 5297.809570
	Iteration 26Q: 3 clusters Score -8074134 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -8074203.000000 Penalty: 5297.809570
	Iteration 27Q: 3 clusters Score -8074203 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -8074287.000000 Penalty: 5297.809570
	Iteration 28Q: 3 clusters Score -8074287 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -8074337.500000 Penalty: 5297.809570
	Iteration 29Q: 3 clusters Score -8074338 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -8074402.500000 Penalty: 5297.809570
	Iteration 30Q: 3 clusters Score -8074402 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -8074456.000000 Penalty: 5297.809570
	Iteration 31Q: 3 clusters Score -8074456 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -8074530.500000 Penalty: 5297.809570
	Iteration 32Q: 3 clusters Score -8074530 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -8074567.000000 Penalty: 5297.809570
	Iteration 33Q: 3 clusters Score -8074567 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -8074600.500000 Penalty: 5297.809570
	Iteration 34Q: 3 clusters Score -8074600 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -8074641.500000 Penalty: 5297.809570
	Iteration 35Q: 3 clusters Score -8074642 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -8074683.500000 Penalty: 5297.809570
	Iteration 36Q: 3 clusters Score -8074684 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -8074738.000000 Penalty: 5297.809570
	Iteration 37Q: 3 clusters Score -8074738 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -8074775.000000 Penalty: 5297.809570
	Iteration 38Q: 3 clusters Score -8074775 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -8074794.000000 Penalty: 5297.809570
	Iteration 39Q: 3 clusters Score -8074794 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -8074834.000000 Penalty: 5297.809570
	Iteration 40F: 3 clusters Score -8074834 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -8074864.000000 Penalty: 5297.809570
	Iteration 41Q: 3 clusters Score -8074864 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -8074883.000000 Penalty: 5297.809570
	Iteration 42Q: 3 clusters Score -8074883 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -8074904.000000 Penalty: 5297.809570
	Iteration 43Q: 3 clusters Score -8074904 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -8074929.500000 Penalty: 5297.809570
	Iteration 44Q: 3 clusters Score -8074930 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -8074953.500000 Penalty: 5297.809570
	Iteration 45Q: 3 clusters Score -8074954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -8074980.000000 Penalty: 5297.809570
	Iteration 46Q: 3 clusters Score -8074980 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -8074989.500000 Penalty: 5297.809570
	Iteration 47Q: 3 clusters Score -8074990 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -8075004.000000 Penalty: 5297.809570
	Iteration 48Q: 3 clusters Score -8075004 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -8075026.000000 Penalty: 5297.809570
	Iteration 49Q: 3 clusters Score -8075026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -8075061.500000 Penalty: 5297.809570
	Iteration 50Q: 3 clusters Score -8075062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -8075085.500000 Penalty: 5297.809570
	Iteration 51Q: 3 clusters Score -8075086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -8075097.000000 Penalty: 5297.809570
	Iteration 52Q: 3 clusters Score -8075097 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -8075119.500000 Penalty: 5297.809570
	Iteration 53Q: 3 clusters Score -8075120 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -8075135.500000 Penalty: 5297.809570
	Iteration 54Q: 3 clusters Score -8075136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -8075161.000000 Penalty: 5297.809570
	Iteration 55Q: 3 clusters Score -8075161 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -8075169.500000 Penalty: 5297.809570
	Iteration 56Q: 3 clusters Score -8075170 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -8075180.500000 Penalty: 5297.809570
	Iteration 57Q: 3 clusters Score -8075180 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -8075192.500000 Penalty: 5297.809570
	Iteration 58Q: 3 clusters Score -8075192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -8075201.000000 Penalty: 5297.809570
	Iteration 59Q: 3 clusters Score -8075201 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -8075234.000000 Penalty: 5297.809570
	Iteration 60F: 3 clusters Score -8075234 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -8075229.500000 Penalty: 5297.809570
	Iteration 61Q: 3 clusters Score -8075230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -8075265.500000 Penalty: 5297.809570
	Iteration 62Q: 3 clusters Score -8075266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -8075264.000000 Penalty: 5297.809570
	Iteration 63Q: 3 clusters Score -8075264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -8075268.500000 Penalty: 5297.809570
	Iteration 64Q: 3 clusters Score -8075268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -8075276.000000 Penalty: 5297.809570
	Iteration 65Q: 3 clusters Score -8075276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -8075288.500000 Penalty: 5297.809570
	Iteration 66Q: 3 clusters Score -8075288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -8075296.500000 Penalty: 5297.809570
	Iteration 67Q: 3 clusters Score -8075296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -8075312.000000 Penalty: 5297.809570
	Iteration 68Q: 3 clusters Score -8075312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -8075340.000000 Penalty: 5297.809570
	Iteration 69Q: 3 clusters Score -8075340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -8075351.500000 Penalty: 5297.809570
	Iteration 70Q: 3 clusters Score -8075352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -8075348.500000 Penalty: 5297.809570
	Iteration 71Q: 3 clusters Score -8075348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -8075374.500000 Penalty: 5297.809570
	Iteration 72Q: 3 clusters Score -8075374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -8075392.500000 Penalty: 5297.809570
	Iteration 73Q: 3 clusters Score -8075392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -8075406.500000 Penalty: 5297.809570
	Iteration 74Q: 3 clusters Score -8075406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -8075414.000000 Penalty: 5297.809570
	Iteration 75Q: 3 clusters Score -8075414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -8075437.000000 Penalty: 5297.809570
	Iteration 76Q: 3 clusters Score -8075437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -8075453.500000 Penalty: 5297.809570
	Iteration 77Q: 3 clusters Score -8075454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -8075469.000000 Penalty: 5297.809570
	Iteration 78Q: 3 clusters Score -8075469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -8075461.000000 Penalty: 5297.809570
	Iteration 79Q: 3 clusters Score -8075461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -8075471.000000 Penalty: 5297.809570
	Iteration 80F: 3 clusters Score -8075471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -8075487.000000 Penalty: 5297.809570
	Iteration 81Q: 3 clusters Score -8075487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -8075502.500000 Penalty: 5297.809570
	Iteration 82Q: 3 clusters Score -8075502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -8075492.500000 Penalty: 5297.809570
	Iteration 83Q: 3 clusters Score -8075492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -8075498.500000 Penalty: 5297.809570
	Iteration 84Q: 3 clusters Score -8075498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -8075505.000000 Penalty: 5297.809570
	Iteration 85Q: 3 clusters Score -8075505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -8075511.500000 Penalty: 5297.809570
	Iteration 86Q: 3 clusters Score -8075512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -8075502.500000 Penalty: 5297.809570
	Iteration 87Q: 3 clusters Score -8075502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -8075505.500000 Penalty: 5297.809570
	Iteration 88Q: 3 clusters Score -8075506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -8075518.000000 Penalty: 5297.809570
	Iteration 89Q: 3 clusters Score -8075518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -8075513.000000 Penalty: 5297.809570
	Iteration 90Q: 3 clusters Score -8075513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -8075531.000000 Penalty: 5297.809570
	Iteration 91Q: 3 clusters Score -8075531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -8075529.000000 Penalty: 5297.809570
	Iteration 92Q: 3 clusters Score -8075529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -8075535.000000 Penalty: 5297.809570
	Iteration 93Q: 3 clusters Score -8075535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -8075536.000000 Penalty: 5297.809570
	Iteration 94Q: 3 clusters Score -8075536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -8075528.000000 Penalty: 5297.809570
	Iteration 95Q: 3 clusters Score -8075528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -8075528.000000 Penalty: 5297.809570
	Iteration 96Q: 3 clusters Score -8075528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -8075532.500000 Penalty: 5297.809570
	Iteration 97Q: 3 clusters Score -8075532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -8075531.500000 Penalty: 5297.809570
	Iteration 98Q: 3 clusters Score -8075532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -8075527.000000 Penalty: 5297.809570
	Iteration 99Q: 3 clusters Score -8075527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -8075537.000000 Penalty: 5297.809570
	Iteration 100F: 3 clusters Score -8075537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -8075535.500000 Penalty: 5297.809570
	Iteration 101Q: 3 clusters Score -8075536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -8075531.000000 Penalty: 5297.809570
	Iteration 102Q: 3 clusters Score -8075531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -8075531.000000 Penalty: 5297.809570
	Iteration 103Q: 3 clusters Score -8075531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -8075529.000000 Penalty: 5297.809570
	Iteration 104Q: 3 clusters Score -8075529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -8075537.000000 Penalty: 5297.809570
	Iteration 105Q: 3 clusters Score -8075537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -8075539.500000 Penalty: 5297.809570
	Iteration 106Q: 3 clusters Score -8075540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -8075539.500000 Penalty: 5297.809570
	Iteration 107Q: 3 clusters Score -8075540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -8075539.500000 Penalty: 5297.809570
	Iteration 108F: 3 clusters Score -8075540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Entering Unmasked Estep 
Score: -10305556.000000 Penalty: 2707.887207
	Iteration 0F: 2 clusters Score -1.030556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -10275488.000000 Penalty: 5415.774414
	Iteration 0F: 3 clusters Score -1.027549e+07 nChanged 25728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -10289841.000000 Penalty: 5415.774414
	Iteration 1F: 3 clusters Score -1.028984e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -10290170.000000 Penalty: 5415.774414
	Iteration 2Q: 3 clusters Score -1.029017e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -10290559.000000 Penalty: 5415.774414
	Iteration 3Q: 3 clusters Score -1.029056e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -10290857.000000 Penalty: 5415.774414
	Iteration 4Q: 3 clusters Score -1.029086e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -10291157.000000 Penalty: 5415.774414
	Iteration 5Q: 3 clusters Score -1.029116e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -10291483.000000 Penalty: 5415.774414
	Iteration 6Q: 3 clusters Score -1.029148e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -10291845.000000 Penalty: 5415.774414
	Iteration 7Q: 3 clusters Score -1.029184e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -10292287.000000 Penalty: 5415.774414
	Iteration 8Q: 3 clusters Score -1.029229e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -10292950.000000 Penalty: 5415.774414
	Iteration 9Q: 3 clusters Score -1.029295e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -10294099.000000 Penalty: 5415.774414
	Iteration 10Q: 3 clusters Score -1.02941e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -10295589.000000 Penalty: 5415.774414
	Iteration 11F: 3 clusters Score -1.029559e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -10297713.000000 Penalty: 5415.774414
	Iteration 12F: 3 clusters Score -1.029771e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -10299623.000000 Penalty: 5415.774414
	Iteration 13F: 3 clusters Score -1.029962e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -10300773.000000 Penalty: 5415.774414
	Iteration 14F: 3 clusters Score -1.030077e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -10301206.000000 Penalty: 5415.774414
	Iteration 15Q: 3 clusters Score -1.030121e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -10301853.000000 Penalty: 5415.774414
	Iteration 16Q: 3 clusters Score -1.030185e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -10302174.000000 Penalty: 5415.774414
	Iteration 17Q: 3 clusters Score -1.030217e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10302481.000000 Penalty: 5415.774414
	Iteration 18Q: 3 clusters Score -1.030248e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -10302712.000000 Penalty: 5415.774414
	Iteration 19Q: 3 clusters Score -1.030271e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10302878.000000 Penalty: 5415.774414
	Iteration 20F: 3 clusters Score -1.030288e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10303014.000000 Penalty: 5415.774414
	Iteration 21Q: 3 clusters Score -1.030301e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10303161.000000 Penalty: 5415.774414
	Iteration 22Q: 3 clusters Score -1.030316e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10303201.000000 Penalty: 5415.774414
	Iteration 23Q: 3 clusters Score -1.03032e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10303253.000000 Penalty: 5415.774414
	Iteration 24Q: 3 clusters Score -1.030325e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10303265.000000 Penalty: 5415.774414
	Iteration 25Q: 3 clusters Score -1.030326e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10303270.000000 Penalty: 5415.774414
	Iteration 26Q: 3 clusters Score -1.030327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10303284.000000 Penalty: 5415.774414
	Iteration 27Q: 3 clusters Score -1.030328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10303301.000000 Penalty: 5415.774414
	Iteration 28Q: 3 clusters Score -1.03033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10303302.000000 Penalty: 5415.774414
	Iteration 29Q: 3 clusters Score -1.03033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10303296.000000 Penalty: 5415.774414
	Iteration 30Q: 3 clusters Score -1.03033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10303307.000000 Penalty: 5415.774414
	Iteration 31Q: 3 clusters Score -1.030331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10303310.000000 Penalty: 5415.774414
	Iteration 32Q: 3 clusters Score -1.030331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10303309.000000 Penalty: 5415.774414
	Iteration 33Q: 3 clusters Score -1.030331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10303320.000000 Penalty: 5415.774414
	Iteration 34Q: 3 clusters Score -1.030332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10303320.000000 Penalty: 5415.774414
	Iteration 35F: 3 clusters Score -1.030332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Entering Unmasked Estep 
Score: -9330607.000000 Penalty: 2680.044678
	Iteration 0F: 2 clusters Score -9330607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -9302352.000000 Penalty: 5360.089355
	Iteration 0F: 3 clusters Score -9302352 nChanged 22793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -9315062.000000 Penalty: 5360.089355
	Iteration 1F: 3 clusters Score -9315062 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -9315804.000000 Penalty: 5360.089355
	Iteration 2Q: 3 clusters Score -9315804 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -9316614.000000 Penalty: 5360.089355
	Iteration 3Q: 3 clusters Score -9316614 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -9317524.000000 Penalty: 5360.089355
	Iteration 4Q: 3 clusters Score -9317524 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -9318973.000000 Penalty: 5360.089355
	Iteration 5F: 3 clusters Score -9318973 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -9321220.000000 Penalty: 5360.089355
	Iteration 6F: 3 clusters Score -9321220 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -9323852.000000 Penalty: 5360.089355
	Iteration 7F: 3 clusters Score -9323852 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -9326406.000000 Penalty: 5360.089355
	Iteration 8F: 3 clusters Score -9326406 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -9327537.000000 Penalty: 5360.089355
	Iteration 9F: 3 clusters Score -9327537 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -9327942.000000 Penalty: 5360.089355
	Iteration 10Q: 3 clusters Score -9327942 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9328126.000000 Penalty: 5360.089355
	Iteration 11Q: 3 clusters Score -9328126 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -9328241.000000 Penalty: 5360.089355
	Iteration 12Q: 3 clusters Score -9328241 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -9328281.000000 Penalty: 5360.089355
	Iteration 13Q: 3 clusters Score -9328281 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -9328326.000000 Penalty: 5360.089355
	Iteration 14Q: 3 clusters Score -9328326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -9328371.000000 Penalty: 5360.089355
	Iteration 15Q: 3 clusters Score -9328371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -9328375.000000 Penalty: 5360.089355
	Iteration 16Q: 3 clusters Score -9328375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -9328410.000000 Penalty: 5360.089355
	Iteration 17Q: 3 clusters Score -9328410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -9328409.000000 Penalty: 5360.089355
	Iteration 18Q: 3 clusters Score -9328409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -9328424.000000 Penalty: 5360.089355
	Iteration 19Q: 3 clusters Score -9328424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -9328429.000000 Penalty: 5360.089355
	Iteration 20F: 3 clusters Score -9328429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -9328430.000000 Penalty: 5360.089355
	Iteration 21Q: 3 clusters Score -9328430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -9328442.000000 Penalty: 5360.089355
	Iteration 22Q: 3 clusters Score -9328442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -9328438.000000 Penalty: 5360.089355
	Iteration 23Q: 3 clusters Score -9328438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -9328443.000000 Penalty: 5360.089355
	Iteration 24Q: 3 clusters Score -9328443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -9328441.000000 Penalty: 5360.089355
	Iteration 25Q: 3 clusters Score -9328441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -9328442.000000 Penalty: 5360.089355
	Iteration 26Q: 3 clusters Score -9328442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -9328442.000000 Penalty: 5360.089355
	Iteration 27Q: 3 clusters Score -9328442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -9328446.000000 Penalty: 5360.089355
	Iteration 28Q: 3 clusters Score -9328446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -9328454.000000 Penalty: 5360.089355
	Iteration 29Q: 3 clusters Score -9328454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -9328458.000000 Penalty: 5360.089355
	Iteration 30Q: 3 clusters Score -9328458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -9328459.000000 Penalty: 5360.089355
	Iteration 31Q: 3 clusters Score -9328459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -9328453.000000 Penalty: 5360.089355
	Iteration 32Q: 3 clusters Score -9328453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -9328448.000000 Penalty: 5360.089355
	Iteration 33Q: 3 clusters Score -9328448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -9328448.000000 Penalty: 5360.089355
	Iteration 34F: 3 clusters Score -9328448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -221404.296875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -221404.3 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 696 members 
Entering Unmasked Estep 
Score: -219229.359375 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -219229.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -219785.671875 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -219785.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -220009.343750 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -220009.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -220147.375000 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -220147.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -220257.109375 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -220257.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220353.890625 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -220353.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -220459.546875 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -220459.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -220566.390625 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -220566.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -220642.562500 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -220642.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -220695.468750 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -220695.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -220722.421875 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -220722.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -220760.984375 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -220761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -220788.906250 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -220788.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -220798.468750 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -220798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -220807.640625 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -220807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -220813.968750 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -220814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -220815.640625 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -220815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -220815.640625 Penalty: 3579.852051
	Iteration 17F: 3 clusters Score -220815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -132150.468750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -132150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -130367.601562 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -130367.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -130877.265625 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -130877.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131058.132812 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131058.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131167.406250 Penalty: 3395.556396
	Iteration 3Q: 3 clusters Score -131167.4 nChanged 34
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: -131253.937500 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -131253.9 nChanged 34
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: -131319.281250 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -131319.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -131357.421875 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -131357.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -131402.765625 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -131402.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131462.343750 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -131462.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -131516.859375 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -131516.9 nChanged 13
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: -131538.609375 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -131538.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -131555.187500 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -131555.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -131566.484375 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -131566.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -131591.187500 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -131591.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -131611.781250 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -131611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -131625.828125 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -131625.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -131650.000000 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -131650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -131664.296875 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -131664.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -131684.015625 Penalty: 3395.556396
	Iteration 18Q: 3 clusters Score -131684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -131691.765625 Penalty: 3395.556396
	Iteration 19Q: 3 clusters Score -131691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -131708.703125 Penalty: 3395.556396
	Iteration 20F: 3 clusters Score -131708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -131741.406250 Penalty: 3395.556396
	Iteration 21Q: 3 clusters Score -131741.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -131807.203125 Penalty: 3395.556396
	Iteration 22Q: 3 clusters Score -131807.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -131917.078125 Penalty: 3395.556396
	Iteration 23Q: 3 clusters Score -131917.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -132002.640625 Penalty: 3395.556396
	Iteration 24Q: 3 clusters Score -132002.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -132059.328125 Penalty: 3395.556396
	Iteration 25Q: 3 clusters Score -132059.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -132138.156250 Penalty: 3395.556396
	Iteration 26Q: 3 clusters Score -132138.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -132196.328125 Penalty: 3395.556396
	Iteration 27Q: 3 clusters Score -132196.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -132257.156250 Penalty: 3395.556396
	Iteration 28Q: 3 clusters Score -132257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -132286.687500 Penalty: 3395.556396
	Iteration 29Q: 3 clusters Score -132286.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -132304.843750 Penalty: 3395.556396
	Iteration 30Q: 3 clusters Score -132304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -132317.000000 Penalty: 3395.556396
	Iteration 31Q: 3 clusters Score -132317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -132338.187500 Penalty: 3395.556396
	Iteration 32Q: 3 clusters Score -132338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -132350.359375 Penalty: 3395.556396
	Iteration 33Q: 3 clusters Score -132350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -132363.843750 Penalty: 3395.556396
	Iteration 34Q: 3 clusters Score -132363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132374.093750 Penalty: 3395.556396
	Iteration 35Q: 3 clusters Score -132374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -132380.796875 Penalty: 3395.556396
	Iteration 36Q: 3 clusters Score -132380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -132381.031250 Penalty: 3395.556396
	Iteration 37Q: 3 clusters Score -132381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132382.296875 Penalty: 3395.556396
	Iteration 38Q: 3 clusters Score -132382.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132399.875000 Penalty: 3395.556396
	Iteration 39F: 3 clusters Score -132399.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -132442.281250 Penalty: 3395.556396
	Iteration 40F: 3 clusters Score -132442.3 nChanged 12
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: -132521.015625 Penalty: 3395.556396
	Iteration 41Q: 3 clusters Score -132521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -132573.062500 Penalty: 3395.556396
	Iteration 42Q: 3 clusters Score -132573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -132581.312500 Penalty: 3395.556396
	Iteration 43Q: 3 clusters Score -132581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -132588.453125 Penalty: 3395.556396
	Iteration 44Q: 3 clusters Score -132588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -132593.531250 Penalty: 3395.556396
	Iteration 45Q: 3 clusters Score -132593.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -132596.109375 Penalty: 3395.556396
	Iteration 46F: 3 clusters Score -132596.1 nChanged 1
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: -132602.656250 Penalty: 3395.556396
	Iteration 47Q: 3 clusters Score -132602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -132613.671875 Penalty: 3395.556396
	Iteration 48Q: 3 clusters Score -132613.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -132613.796875 Penalty: 3395.556396
	Iteration 49Q: 3 clusters Score -132613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -132613.796875 Penalty: 3395.556396
	Iteration 50F: 3 clusters Score -132613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31794 members 
Mstep: Class 3 contains 45357 members 
Mstep: Class 4 contains 46522 members 
Mstep: Class 5 contains 15728 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45412 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46046 members 
Mstep: Class 10 contains 49988 members 
Mstep: Class 11 contains 49556 members 
Mstep: Class 12 contains 43524 members 
Mstep: Class 13 contains 55210 members 
Mstep: Class 14 contains 49347 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 531 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 47890 members 
Mstep: Class 21 contains 48304 members 
Mstep: Class 22 contains 409 members 
Entering Unmasked Estep 
Score: -106667032.000000 Penalty: 72451.218750
Splitting cluster 16 changes total score from -106668360.000000 to -106667032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -60776.386719 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -60776.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59497.828125 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -59497.83 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59700.957031 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -59700.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59805.460938 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -59805.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59861.863281 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -59861.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59949.226562 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -59949.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60046.390625 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -60046.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60102.941406 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -60102.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60118.289062 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -60118.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60118.289062 Penalty: 2948.928711
	Iteration 8F: 3 clusters Score -60118.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -405846.625000 Penalty: 1924.172607
	Iteration 0F: 2 clusters Score -405846.6 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 1176 members 
Entering Unmasked Estep 
Score: -402987.187500 Penalty: 3848.345215
	Iteration 0F: 3 clusters Score -402987.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -403614.843750 Penalty: 3848.345215
	Iteration 1F: 3 clusters Score -403614.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -403837.656250 Penalty: 3848.345215
	Iteration 2F: 3 clusters Score -403837.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -403995.937500 Penalty: 3848.345215
	Iteration 3F: 3 clusters Score -403995.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -404152.250000 Penalty: 3848.345215
	Iteration 4Q: 3 clusters Score -404152.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -404326.656250 Penalty: 3848.345215
	Iteration 5Q: 3 clusters Score -404326.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -404485.031250 Penalty: 3848.345215
	Iteration 6Q: 3 clusters Score -404485 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -404595.875000 Penalty: 3848.345215
	Iteration 7Q: 3 clusters Score -404595.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -404685.375000 Penalty: 3848.345215
	Iteration 8Q: 3 clusters Score -404685.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -404730.187500 Penalty: 3848.345215
	Iteration 9Q: 3 clusters Score -404730.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -404775.812500 Penalty: 3848.345215
	Iteration 10Q: 3 clusters Score -404775.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -404814.562500 Penalty: 3848.345215
	Iteration 11Q: 3 clusters Score -404814.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -404842.656250 Penalty: 3848.345215
	Iteration 12Q: 3 clusters Score -404842.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -404854.812500 Penalty: 3848.345215
	Iteration 13Q: 3 clusters Score -404854.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -404860.750000 Penalty: 3848.345215
	Iteration 14Q: 3 clusters Score -404860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -404869.125000 Penalty: 3848.345215
	Iteration 15Q: 3 clusters Score -404869.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -404878.406250 Penalty: 3848.345215
	Iteration 16Q: 3 clusters Score -404878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -404882.687500 Penalty: 3848.345215
	Iteration 17Q: 3 clusters Score -404882.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -404886.906250 Penalty: 3848.345215
	Iteration 18Q: 3 clusters Score -404886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -404888.656250 Penalty: 3848.345215
	Iteration 19Q: 3 clusters Score -404888.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -404894.093750 Penalty: 3848.345215
	Iteration 20F: 3 clusters Score -404894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -404898.718750 Penalty: 3848.345215
	Iteration 21Q: 3 clusters Score -404898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -404900.375000 Penalty: 3848.345215
	Iteration 22Q: 3 clusters Score -404900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -404901.281250 Penalty: 3848.345215
	Iteration 23Q: 3 clusters Score -404901.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -404902.406250 Penalty: 3848.345215
	Iteration 24Q: 3 clusters Score -404902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -404902.343750 Penalty: 3848.345215
	Iteration 25Q: 3 clusters Score -404902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -404902.718750 Penalty: 3848.345215
	Iteration 26Q: 3 clusters Score -404902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -404902.718750 Penalty: 3848.345215
	Iteration 27F: 3 clusters Score -404902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -511468.250000 Penalty: 1963.639282
	Iteration 0F: 2 clusters Score -511468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -508357.062500 Penalty: 3927.278564
	Iteration 0F: 3 clusters Score -508357.1 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -508931.281250 Penalty: 3927.278564
	Iteration 1F: 3 clusters Score -508931.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -509081.781250 Penalty: 3927.278564
	Iteration 2F: 3 clusters Score -509081.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -509162.156250 Penalty: 3927.278564
	Iteration 3Q: 3 clusters Score -509162.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -509208.531250 Penalty: 3927.278564
	Iteration 4Q: 3 clusters Score -509208.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -509245.406250 Penalty: 3927.278564
	Iteration 5Q: 3 clusters Score -509245.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -509269.062500 Penalty: 3927.278564
	Iteration 6Q: 3 clusters Score -509269.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -509281.875000 Penalty: 3927.278564
	Iteration 7Q: 3 clusters Score -509281.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -509296.031250 Penalty: 3927.278564
	Iteration 8Q: 3 clusters Score -509296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -509306.812500 Penalty: 3927.278564
	Iteration 9Q: 3 clusters Score -509306.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -509314.000000 Penalty: 3927.278564
	Iteration 10Q: 3 clusters Score -509314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -509322.593750 Penalty: 3927.278564
	Iteration 11Q: 3 clusters Score -509322.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -509327.937500 Penalty: 3927.278564
	Iteration 12Q: 3 clusters Score -509327.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -509331.593750 Penalty: 3927.278564
	Iteration 13Q: 3 clusters Score -509331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -509337.437500 Penalty: 3927.278564
	Iteration 14Q: 3 clusters Score -509337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -509340.281250 Penalty: 3927.278564
	Iteration 15Q: 3 clusters Score -509340.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -509342.875000 Penalty: 3927.278564
	Iteration 16Q: 3 clusters Score -509342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -509343.593750 Penalty: 3927.278564
	Iteration 17Q: 3 clusters Score -509343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -509343.343750 Penalty: 3927.278564
	Iteration 18Q: 3 clusters Score -509343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -509343.343750 Penalty: 3927.278564
	Iteration 19F: 3 clusters Score -509343.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Entering Unmasked Estep 
Score: -8879667.000000 Penalty: 2672.612061
	Iteration 0F: 2 clusters Score -8879667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -8849847.000000 Penalty: 5345.224121
	Iteration 0F: 3 clusters Score -8849847 nChanged 22141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -8861871.000000 Penalty: 5345.224121
	Iteration 1F: 3 clusters Score -8861871 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -8862436.000000 Penalty: 5345.224121
	Iteration 2Q: 3 clusters Score -8862436 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8862998.000000 Penalty: 5345.224121
	Iteration 3Q: 3 clusters Score -8862998 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -8863643.000000 Penalty: 5345.224121
	Iteration 4Q: 3 clusters Score -8863643 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -8864298.000000 Penalty: 5345.224121
	Iteration 5Q: 3 clusters Score -8864298 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -8865235.000000 Penalty: 5345.224121
	Iteration 6Q: 3 clusters Score -8865235 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -8866339.000000 Penalty: 5345.224121
	Iteration 7Q: 3 clusters Score -8866339 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -8867635.000000 Penalty: 5345.224121
	Iteration 8Q: 3 clusters Score -8867635 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -8869199.000000 Penalty: 5345.224121
	Iteration 9Q: 3 clusters Score -8869199 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -8870950.000000 Penalty: 5345.224121
	Iteration 10F: 3 clusters Score -8870950 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -8872675.000000 Penalty: 5345.224121
	Iteration 11Q: 3 clusters Score -8872675 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -8873989.000000 Penalty: 5345.224121
	Iteration 12Q: 3 clusters Score -8873989 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -8874963.000000 Penalty: 5345.224121
	Iteration 13Q: 3 clusters Score -8874963 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -8875600.000000 Penalty: 5345.224121
	Iteration 14Q: 3 clusters Score -8875600 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -8876116.000000 Penalty: 5345.224121
	Iteration 15Q: 3 clusters Score -8876116 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -8876540.000000 Penalty: 5345.224121
	Iteration 16Q: 3 clusters Score -8876540 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -8876752.000000 Penalty: 5345.224121
	Iteration 17Q: 3 clusters Score -8876752 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8876950.000000 Penalty: 5345.224121
	Iteration 18Q: 3 clusters Score -8876950 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -8877096.000000 Penalty: 5345.224121
	Iteration 19Q: 3 clusters Score -8877096 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8877186.000000 Penalty: 5345.224121
	Iteration 20F: 3 clusters Score -8877186 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -8877260.000000 Penalty: 5345.224121
	Iteration 21Q: 3 clusters Score -8877260 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8877308.000000 Penalty: 5345.224121
	Iteration 22Q: 3 clusters Score -8877308 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8877363.000000 Penalty: 5345.224121
	Iteration 23Q: 3 clusters Score -8877363 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8877379.000000 Penalty: 5345.224121
	Iteration 24Q: 3 clusters Score -8877379 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -8877421.000000 Penalty: 5345.224121
	Iteration 25Q: 3 clusters Score -8877421 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8877447.000000 Penalty: 5345.224121
	Iteration 26Q: 3 clusters Score -8877447 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8877478.000000 Penalty: 5345.224121
	Iteration 27Q: 3 clusters Score -8877478 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8877490.000000 Penalty: 5345.224121
	Iteration 28Q: 3 clusters Score -8877490 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8877505.000000 Penalty: 5345.224121
	Iteration 29Q: 3 clusters Score -8877505 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8877524.000000 Penalty: 5345.224121
	Iteration 30Q: 3 clusters Score -8877524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8877525.000000 Penalty: 5345.224121
	Iteration 31Q: 3 clusters Score -8877525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8877556.000000 Penalty: 5345.224121
	Iteration 32Q: 3 clusters Score -8877556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8877549.000000 Penalty: 5345.224121
	Iteration 33Q: 3 clusters Score -8877549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8877577.000000 Penalty: 5345.224121
	Iteration 34Q: 3 clusters Score -8877577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8877590.000000 Penalty: 5345.224121
	Iteration 35Q: 3 clusters Score -8877590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8877588.000000 Penalty: 5345.224121
	Iteration 36Q: 3 clusters Score -8877588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8877580.000000 Penalty: 5345.224121
	Iteration 37Q: 3 clusters Score -8877580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -8877590.000000 Penalty: 5345.224121
	Iteration 38Q: 3 clusters Score -8877590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8877593.000000 Penalty: 5345.224121
	Iteration 39Q: 3 clusters Score -8877593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8877601.000000 Penalty: 5345.224121
	Iteration 40F: 3 clusters Score -8877601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8877615.000000 Penalty: 5345.224121
	Iteration 41Q: 3 clusters Score -8877615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8877595.000000 Penalty: 5345.224121
	Iteration 42Q: 3 clusters Score -8877595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8877591.000000 Penalty: 5345.224121
	Iteration 43Q: 3 clusters Score -8877591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8877594.000000 Penalty: 5345.224121
	Iteration 44Q: 3 clusters Score -8877594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8877586.000000 Penalty: 5345.224121
	Iteration 45Q: 3 clusters Score -8877586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8877599.000000 Penalty: 5345.224121
	Iteration 46Q: 3 clusters Score -8877599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8877610.000000 Penalty: 5345.224121
	Iteration 47Q: 3 clusters Score -8877610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8877618.000000 Penalty: 5345.224121
	Iteration 48Q: 3 clusters Score -8877618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8877626.000000 Penalty: 5345.224121
	Iteration 49Q: 3 clusters Score -8877626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8877641.000000 Penalty: 5345.224121
	Iteration 50Q: 3 clusters Score -8877641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8877651.000000 Penalty: 5345.224121
	Iteration 51Q: 3 clusters Score -8877651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8877643.000000 Penalty: 5345.224121
	Iteration 52Q: 3 clusters Score -8877643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8877657.000000 Penalty: 5345.224121
	Iteration 53Q: 3 clusters Score -8877657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8877655.000000 Penalty: 5345.224121
	Iteration 54Q: 3 clusters Score -8877655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8877657.000000 Penalty: 5345.224121
	Iteration 55Q: 3 clusters Score -8877657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8877657.000000 Penalty: 5345.224121
	Iteration 56Q: 3 clusters Score -8877657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8877660.000000 Penalty: 5345.224121
	Iteration 57Q: 3 clusters Score -8877660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8877655.000000 Penalty: 5345.224121
	Iteration 58Q: 3 clusters Score -8877655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8877649.000000 Penalty: 5345.224121
	Iteration 59Q: 3 clusters Score -8877649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8877652.000000 Penalty: 5345.224121
	Iteration 60F: 3 clusters Score -8877652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Entering Unmasked Estep 
Score: -8971750.000000 Penalty: 2674.746826
	Iteration 0F: 2 clusters Score -8971750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -8942271.000000 Penalty: 5349.493652
	Iteration 0F: 3 clusters Score -8942271 nChanged 22356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -8954520.000000 Penalty: 5349.493652
	Iteration 1F: 3 clusters Score -8954520 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -8954936.000000 Penalty: 5349.493652
	Iteration 2Q: 3 clusters Score -8954936 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -8955286.000000 Penalty: 5349.493652
	Iteration 3Q: 3 clusters Score -8955286 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -8955513.000000 Penalty: 5349.493652
	Iteration 4Q: 3 clusters Score -8955513 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -8955814.000000 Penalty: 5349.493652
	Iteration 5Q: 3 clusters Score -8955814 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -8956172.000000 Penalty: 5349.493652
	Iteration 6Q: 3 clusters Score -8956172 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -8956558.000000 Penalty: 5349.493652
	Iteration 7Q: 3 clusters Score -8956558 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -8957050.000000 Penalty: 5349.493652
	Iteration 8Q: 3 clusters Score -8957050 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -8957694.000000 Penalty: 5349.493652
	Iteration 9Q: 3 clusters Score -8957694 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -8958705.000000 Penalty: 5349.493652
	Iteration 10Q: 3 clusters Score -8958705 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -8960347.000000 Penalty: 5349.493652
	Iteration 11Q: 3 clusters Score -8960347 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -8962610.000000 Penalty: 5349.493652
	Iteration 12F: 3 clusters Score -8962610 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -8964908.000000 Penalty: 5349.493652
	Iteration 13F: 3 clusters Score -8964908 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -8966650.000000 Penalty: 5349.493652
	Iteration 14F: 3 clusters Score -8966650 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -8967604.000000 Penalty: 5349.493652
	Iteration 15Q: 3 clusters Score -8967604 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -8968150.000000 Penalty: 5349.493652
	Iteration 16Q: 3 clusters Score -8968150 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -8968660.000000 Penalty: 5349.493652
	Iteration 17Q: 3 clusters Score -8968660 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -8969103.000000 Penalty: 5349.493652
	Iteration 18Q: 3 clusters Score -8969103 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -8969515.000000 Penalty: 5349.493652
	Iteration 19Q: 3 clusters Score -8969515 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -8969986.000000 Penalty: 5349.493652
	Iteration 20F: 3 clusters Score -8969986 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -8970350.000000 Penalty: 5349.493652
	Iteration 21Q: 3 clusters Score -8970350 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -8970703.000000 Penalty: 5349.493652
	Iteration 22Q: 3 clusters Score -8970703 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -8971005.000000 Penalty: 5349.493652
	Iteration 23Q: 3 clusters Score -8971005 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -8971232.000000 Penalty: 5349.493652
	Iteration 24Q: 3 clusters Score -8971232 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -8971375.000000 Penalty: 5349.493652
	Iteration 25Q: 3 clusters Score -8971375 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -8971482.000000 Penalty: 5349.493652
	Iteration 26Q: 3 clusters Score -8971482 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -8971514.000000 Penalty: 5349.493652
	Iteration 27Q: 3 clusters Score -8971514 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -8971585.000000 Penalty: 5349.493652
	Iteration 28Q: 3 clusters Score -8971585 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -8971603.000000 Penalty: 5349.493652
	Iteration 29Q: 3 clusters Score -8971603 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -8971596.000000 Penalty: 5349.493652
	Iteration 30Q: 3 clusters Score -8971596 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -8971595.000000 Penalty: 5349.493652
	Iteration 31Q: 3 clusters Score -8971595 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -8971584.000000 Penalty: 5349.493652
	Iteration 32Q: 3 clusters Score -8971584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -8971590.000000 Penalty: 5349.493652
	Iteration 33Q: 3 clusters Score -8971590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -8971583.000000 Penalty: 5349.493652
	Iteration 34Q: 3 clusters Score -8971583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -8971586.000000 Penalty: 5349.493652
	Iteration 35Q: 3 clusters Score -8971586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -8971585.000000 Penalty: 5349.493652
	Iteration 36Q: 3 clusters Score -8971585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -8971597.000000 Penalty: 5349.493652
	Iteration 37Q: 3 clusters Score -8971597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -8971589.000000 Penalty: 5349.493652
	Iteration 38Q: 3 clusters Score -8971589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -8971610.000000 Penalty: 5349.493652
	Iteration 39Q: 3 clusters Score -8971610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -8971598.000000 Penalty: 5349.493652
	Iteration 40F: 3 clusters Score -8971598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -8971584.000000 Penalty: 5349.493652
	Iteration 41Q: 3 clusters Score -8971584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -8971588.000000 Penalty: 5349.493652
	Iteration 42Q: 3 clusters Score -8971588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -8971600.000000 Penalty: 5349.493652
	Iteration 43Q: 3 clusters Score -8971600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -8971590.000000 Penalty: 5349.493652
	Iteration 44Q: 3 clusters Score -8971590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -8971590.000000 Penalty: 5349.493652
	Iteration 45Q: 3 clusters Score -8971590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -8971606.000000 Penalty: 5349.493652
	Iteration 46Q: 3 clusters Score -8971606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -8971603.000000 Penalty: 5349.493652
	Iteration 47Q: 3 clusters Score -8971603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -8971605.000000 Penalty: 5349.493652
	Iteration 48Q: 3 clusters Score -8971605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -8971601.000000 Penalty: 5349.493652
	Iteration 49Q: 3 clusters Score -8971601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -8971600.000000 Penalty: 5349.493652
	Iteration 50Q: 3 clusters Score -8971600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -8971604.000000 Penalty: 5349.493652
	Iteration 51Q: 3 clusters Score -8971604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -8971607.000000 Penalty: 5349.493652
	Iteration 52Q: 3 clusters Score -8971607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -8971596.000000 Penalty: 5349.493652
	Iteration 53Q: 3 clusters Score -8971596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -8971604.000000 Penalty: 5349.493652
	Iteration 54Q: 3 clusters Score -8971604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -8971604.000000 Penalty: 5349.493652
	Iteration 55Q: 3 clusters Score -8971604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -8971604.000000 Penalty: 5349.493652
	Iteration 56F: 3 clusters Score -8971604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31794 members 
Mstep: Class 3 contains 45357 members 
Mstep: Class 4 contains 46522 members 
Mstep: Class 5 contains 15728 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45412 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46046 members 
Mstep: Class 10 contains 49988 members 
Mstep: Class 11 contains 49556 members 
Mstep: Class 12 contains 43524 members 
Mstep: Class 13 contains 55210 members 
Mstep: Class 14 contains 49347 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 47890 members 
Mstep: Class 21 contains 48304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668232.000000 Penalty: 69157.984375
Iteration 199Q: 22 clusters Score -1.066682e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31799 members 
Mstep: Class 3 contains 45358 members 
Mstep: Class 4 contains 46517 members 
Mstep: Class 5 contains 15690 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45434 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46048 members 
Mstep: Class 10 contains 49966 members 
Mstep: Class 11 contains 49554 members 
Mstep: Class 12 contains 43523 members 
Mstep: Class 13 contains 55231 members 
Mstep: Class 14 contains 49352 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 47899 members 
Mstep: Class 21 contains 48303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668128.000000 Penalty: 69157.984375
Iteration 200F: 22 clusters Score -1.066681e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31798 members 
Mstep: Class 3 contains 45361 members 
Mstep: Class 4 contains 46502 members 
Mstep: Class 5 contains 15664 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45438 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46058 members 
Mstep: Class 10 contains 49947 members 
Mstep: Class 11 contains 49576 members 
Mstep: Class 12 contains 43507 members 
Mstep: Class 13 contains 55252 members 
Mstep: Class 14 contains 49352 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 47895 members 
Mstep: Class 21 contains 48321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668208.000000 Penalty: 69157.984375
Iteration 201Q: 22 clusters Score -1.066682e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31803 members 
Mstep: Class 3 contains 45378 members 
Mstep: Class 4 contains 46488 members 
Mstep: Class 5 contains 15643 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45452 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46038 members 
Mstep: Class 10 contains 49931 members 
Mstep: Class 11 contains 49550 members 
Mstep: Class 12 contains 43488 members 
Mstep: Class 13 contains 55275 members 
Mstep: Class 14 contains 49373 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 47908 members 
Mstep: Class 21 contains 48345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668288.000000 Penalty: 69157.984375
Iteration 202Q: 22 clusters Score -1.066683e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31814 members 
Mstep: Class 3 contains 45363 members 
Mstep: Class 4 contains 46479 members 
Mstep: Class 5 contains 15621 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45472 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46045 members 
Mstep: Class 10 contains 49906 members 
Mstep: Class 11 contains 49532 members 
Mstep: Class 12 contains 43492 members 
Mstep: Class 13 contains 55295 members 
Mstep: Class 14 contains 49376 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2750 members 
Mstep: Class 20 contains 47910 members 
Mstep: Class 21 contains 48367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667992.000000 Penalty: 69157.984375
Iteration 203Q: 22 clusters Score -1.06668e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31817 members 
Mstep: Class 3 contains 45351 members 
Mstep: Class 4 contains 46518 members 
Mstep: Class 5 contains 15594 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45456 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46030 members 
Mstep: Class 10 contains 49908 members 
Mstep: Class 11 contains 49523 members 
Mstep: Class 12 contains 43482 members 
Mstep: Class 13 contains 55302 members 
Mstep: Class 14 contains 49401 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2344 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 47912 members 
Mstep: Class 21 contains 48382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667992.000000 Penalty: 69157.984375
Iteration 204Q: 22 clusters Score -1.06668e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31829 members 
Mstep: Class 3 contains 45330 members 
Mstep: Class 4 contains 46555 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45454 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46038 members 
Mstep: Class 10 contains 49888 members 
Mstep: Class 11 contains 49514 members 
Mstep: Class 12 contains 43491 members 
Mstep: Class 13 contains 55334 members 
Mstep: Class 14 contains 49399 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2344 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 47910 members 
Mstep: Class 21 contains 48383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667912.000000 Penalty: 69157.984375
Iteration 205Q: 22 clusters Score -1.066679e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31838 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 46587 members 
Mstep: Class 5 contains 15517 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45429 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46042 members 
Mstep: Class 10 contains 49869 members 
Mstep: Class 11 contains 49506 members 
Mstep: Class 12 contains 43518 members 
Mstep: Class 13 contains 55339 members 
Mstep: Class 14 contains 49400 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2344 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 47907 members 
Mstep: Class 21 contains 48390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668048.000000 Penalty: 69157.984375
Iteration 206Q: 22 clusters Score -1.06668e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31841 members 
Mstep: Class 3 contains 45330 members 
Mstep: Class 4 contains 46577 members 
Mstep: Class 5 contains 15498 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45402 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46061 members 
Mstep: Class 10 contains 49859 members 
Mstep: Class 11 contains 49509 members 
Mstep: Class 12 contains 43539 members 
Mstep: Class 13 contains 55352 members 
Mstep: Class 14 contains 49409 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 47909 members 
Mstep: Class 21 contains 48391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667960.000000 Penalty: 69157.984375
Iteration 207Q: 22 clusters Score -1.06668e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31844 members 
Mstep: Class 3 contains 45340 members 
Mstep: Class 4 contains 46581 members 
Mstep: Class 5 contains 15472 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45413 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46075 members 
Mstep: Class 10 contains 49864 members 
Mstep: Class 11 contains 49497 members 
Mstep: Class 12 contains 43548 members 
Mstep: Class 13 contains 55362 members 
Mstep: Class 14 contains 49393 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 47898 members 
Mstep: Class 21 contains 48391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667992.000000 Penalty: 69157.984375
Iteration 208Q: 22 clusters Score -1.06668e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31845 members 
Mstep: Class 3 contains 45344 members 
Mstep: Class 4 contains 46592 members 
Mstep: Class 5 contains 15451 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45432 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46095 members 
Mstep: Class 10 contains 49850 members 
Mstep: Class 11 contains 49480 members 
Mstep: Class 12 contains 43538 members 
Mstep: Class 13 contains 55395 members 
Mstep: Class 14 contains 49388 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 47892 members 
Mstep: Class 21 contains 48377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667840.000000 Penalty: 69157.984375
Iteration 209Q: 22 clusters Score -1.066678e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31849 members 
Mstep: Class 3 contains 45359 members 
Mstep: Class 4 contains 46596 members 
Mstep: Class 5 contains 15429 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45450 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46084 members 
Mstep: Class 10 contains 49844 members 
Mstep: Class 11 contains 49471 members 
Mstep: Class 12 contains 43531 members 
Mstep: Class 13 contains 55407 members 
Mstep: Class 14 contains 49402 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 47888 members 
Mstep: Class 21 contains 48374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667704.000000 Penalty: 69157.984375
Iteration 210Q: 22 clusters Score -1.066677e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31842 members 
Mstep: Class 3 contains 45361 members 
Mstep: Class 4 contains 46596 members 
Mstep: Class 5 contains 15410 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45468 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46104 members 
Mstep: Class 10 contains 49830 members 
Mstep: Class 11 contains 49470 members 
Mstep: Class 12 contains 43514 members 
Mstep: Class 13 contains 55449 members 
Mstep: Class 14 contains 49404 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 47877 members 
Mstep: Class 21 contains 48363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667936.000000 Penalty: 69157.984375
Iteration 211Q: 22 clusters Score -1.066679e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31840 members 
Mstep: Class 3 contains 45375 members 
Mstep: Class 4 contains 46569 members 
Mstep: Class 5 contains 15401 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45476 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46112 members 
Mstep: Class 10 contains 49833 members 
Mstep: Class 11 contains 49463 members 
Mstep: Class 12 contains 43505 members 
Mstep: Class 13 contains 55493 members 
Mstep: Class 14 contains 49399 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 47878 members 
Mstep: Class 21 contains 48345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667920.000000 Penalty: 69157.984375
Iteration 212Q: 22 clusters Score -1.066679e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31842 members 
Mstep: Class 3 contains 45375 members 
Mstep: Class 4 contains 46535 members 
Mstep: Class 5 contains 15388 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45495 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46083 members 
Mstep: Class 10 contains 49840 members 
Mstep: Class 11 contains 49479 members 
Mstep: Class 12 contains 43509 members 
Mstep: Class 13 contains 55512 members 
Mstep: Class 14 contains 49402 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2345 members 
Mstep: Class 19 contains 2727 members 
Mstep: Class 20 contains 47882 members 
Mstep: Class 21 contains 48351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668144.000000 Penalty: 69157.984375
Iteration 213Q: 22 clusters Score -1.066681e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31842 members 
Mstep: Class 3 contains 45382 members 
Mstep: Class 4 contains 46509 members 
Mstep: Class 5 contains 15376 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45513 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46071 members 
Mstep: Class 10 contains 49846 members 
Mstep: Class 11 contains 49488 members 
Mstep: Class 12 contains 43505 members 
Mstep: Class 13 contains 55542 members 
Mstep: Class 14 contains 49399 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2346 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 47882 members 
Mstep: Class 21 contains 48340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668056.000000 Penalty: 69157.984375
Iteration 214Q: 22 clusters Score -1.066681e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31839 members 
Mstep: Class 3 contains 45399 members 
Mstep: Class 4 contains 46483 members 
Mstep: Class 5 contains 15355 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45536 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46069 members 
Mstep: Class 10 contains 49836 members 
Mstep: Class 11 contains 49505 members 
Mstep: Class 12 contains 43497 members 
Mstep: Class 13 contains 55564 members 
Mstep: Class 14 contains 49392 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2346 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 47874 members 
Mstep: Class 21 contains 48347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667904.000000 Penalty: 69157.984375
Iteration 215Q: 22 clusters Score -1.066679e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31835 members 
Mstep: Class 3 contains 45414 members 
Mstep: Class 4 contains 46468 members 
Mstep: Class 5 contains 15342 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45555 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46087 members 
Mstep: Class 10 contains 49830 members 
Mstep: Class 11 contains 49507 members 
Mstep: Class 12 contains 43493 members 
Mstep: Class 13 contains 55560 members 
Mstep: Class 14 contains 49394 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 47865 members 
Mstep: Class 21 contains 48348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667984.000000 Penalty: 69157.984375
Iteration 216Q: 22 clusters Score -1.06668e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31828 members 
Mstep: Class 3 contains 45401 members 
Mstep: Class 4 contains 46471 members 
Mstep: Class 5 contains 15334 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45562 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46100 members 
Mstep: Class 10 contains 49814 members 
Mstep: Class 11 contains 49523 members 
Mstep: Class 12 contains 43496 members 
Mstep: Class 13 contains 55562 members 
Mstep: Class 14 contains 49392 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 47864 members 
Mstep: Class 21 contains 48354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667904.000000 Penalty: 69157.984375
Iteration 217Q: 22 clusters Score -1.066679e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31829 members 
Mstep: Class 3 contains 45399 members 
Mstep: Class 4 contains 46472 members 
Mstep: Class 5 contains 15316 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45555 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46101 members 
Mstep: Class 10 contains 49814 members 
Mstep: Class 11 contains 49528 members 
Mstep: Class 12 contains 43500 members 
Mstep: Class 13 contains 55561 members 
Mstep: Class 14 contains 49425 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 47850 members 
Mstep: Class 21 contains 48351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667848.000000 Penalty: 69157.984375
Iteration 218Q: 22 clusters Score -1.066678e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31827 members 
Mstep: Class 3 contains 45396 members 
Mstep: Class 4 contains 46492 members 
Mstep: Class 5 contains 15291 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45550 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46127 members 
Mstep: Class 10 contains 49794 members 
Mstep: Class 11 contains 49535 members 
Mstep: Class 12 contains 43494 members 
Mstep: Class 13 contains 55558 members 
Mstep: Class 14 contains 49444 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 20 contains 47842 members 
Mstep: Class 21 contains 48355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667816.000000 Penalty: 69157.984375
Iteration 219Q: 22 clusters Score -1.066678e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31826 members 
Mstep: Class 3 contains 45393 members 
Mstep: Class 4 contains 46501 members 
Mstep: Class 5 contains 15273 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45559 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46122 members 
Mstep: Class 10 contains 49792 members 
Mstep: Class 11 contains 49530 members 
Mstep: Class 12 contains 43499 members 
Mstep: Class 13 contains 55565 members 
Mstep: Class 14 contains 49451 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 47843 members 
Mstep: Class 21 contains 48356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667712.000000 Penalty: 69157.984375
Iteration 220F: 22 clusters Score -1.066677e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31828 members 
Mstep: Class 3 contains 45388 members 
Mstep: Class 4 contains 46489 members 
Mstep: Class 5 contains 15259 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45576 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46132 members 
Mstep: Class 10 contains 49785 members 
Mstep: Class 11 contains 49534 members 
Mstep: Class 12 contains 43506 members 
Mstep: Class 13 contains 55577 members 
Mstep: Class 14 contains 49432 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2703 members 
Mstep: Class 20 contains 47852 members 
Mstep: Class 21 contains 48358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667840.000000 Penalty: 69157.984375
Iteration 221Q: 22 clusters Score -1.066678e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31833 members 
Mstep: Class 3 contains 45379 members 
Mstep: Class 4 contains 46471 members 
Mstep: Class 5 contains 15243 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45615 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46116 members 
Mstep: Class 10 contains 49783 members 
Mstep: Class 11 contains 49525 members 
Mstep: Class 12 contains 43516 members 
Mstep: Class 13 contains 55586 members 
Mstep: Class 14 contains 49431 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2699 members 
Mstep: Class 20 contains 47862 members 
Mstep: Class 21 contains 48361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668040.000000 Penalty: 69157.984375
Iteration 222Q: 22 clusters Score -1.06668e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31831 members 
Mstep: Class 3 contains 45407 members 
Mstep: Class 4 contains 46453 members 
Mstep: Class 5 contains 15226 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45633 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46075 members 
Mstep: Class 10 contains 49775 members 
Mstep: Class 11 contains 49511 members 
Mstep: Class 12 contains 43526 members 
Mstep: Class 13 contains 55613 members 
Mstep: Class 14 contains 49441 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2696 members 
Mstep: Class 20 contains 47872 members 
Mstep: Class 21 contains 48362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667944.000000 Penalty: 69157.984375
Iteration 223Q: 22 clusters Score -1.066679e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31826 members 
Mstep: Class 3 contains 45425 members 
Mstep: Class 4 contains 46448 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45638 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46056 members 
Mstep: Class 10 contains 49766 members 
Mstep: Class 11 contains 49515 members 
Mstep: Class 12 contains 43542 members 
Mstep: Class 13 contains 55602 members 
Mstep: Class 14 contains 49463 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2695 members 
Mstep: Class 20 contains 47873 members 
Mstep: Class 21 contains 48372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668136.000000 Penalty: 69157.984375
Iteration 224Q: 22 clusters Score -1.066681e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31826 members 
Mstep: Class 3 contains 45436 members 
Mstep: Class 4 contains 46444 members 
Mstep: Class 5 contains 15175 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45627 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46067 members 
Mstep: Class 10 contains 49755 members 
Mstep: Class 11 contains 49524 members 
Mstep: Class 12 contains 43548 members 
Mstep: Class 13 contains 55614 members 
Mstep: Class 14 contains 49465 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2699 members 
Mstep: Class 20 contains 47868 members 
Mstep: Class 21 contains 48374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668256.000000 Penalty: 69157.984375
Iteration 225Q: 22 clusters Score -1.066683e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31825 members 
Mstep: Class 3 contains 45441 members 
Mstep: Class 4 contains 46430 members 
Mstep: Class 5 contains 15162 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45640 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46099 members 
Mstep: Class 10 contains 49747 members 
Mstep: Class 11 contains 49511 members 
Mstep: Class 12 contains 43543 members 
Mstep: Class 13 contains 55642 members 
Mstep: Class 14 contains 49458 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2699 members 
Mstep: Class 20 contains 47869 members 
Mstep: Class 21 contains 48357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668072.000000 Penalty: 69157.984375
Iteration 226Q: 22 clusters Score -1.066681e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31821 members 
Mstep: Class 3 contains 45430 members 
Mstep: Class 4 contains 46449 members 
Mstep: Class 5 contains 15142 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45630 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46143 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 49503 members 
Mstep: Class 12 contains 43535 members 
Mstep: Class 13 contains 55637 members 
Mstep: Class 14 contains 49479 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 47861 members 
Mstep: Class 21 contains 48369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668176.000000 Penalty: 69157.984375
Iteration 227Q: 22 clusters Score -1.066682e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31822 members 
Mstep: Class 3 contains 45406 members 
Mstep: Class 4 contains 46455 members 
Mstep: Class 5 contains 15129 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45627 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46202 members 
Mstep: Class 10 contains 49723 members 
Mstep: Class 11 contains 49488 members 
Mstep: Class 12 contains 43533 members 
Mstep: Class 13 contains 55648 members 
Mstep: Class 14 contains 49443 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 47867 members 
Mstep: Class 21 contains 48381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668312.000000 Penalty: 69157.984375
Iteration 228Q: 22 clusters Score -1.066683e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31824 members 
Mstep: Class 3 contains 45392 members 
Mstep: Class 4 contains 46466 members 
Mstep: Class 5 contains 15114 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45615 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46206 members 
Mstep: Class 10 contains 49713 members 
Mstep: Class 11 contains 49480 members 
Mstep: Class 12 contains 43535 members 
Mstep: Class 13 contains 55649 members 
Mstep: Class 14 contains 49443 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 47881 members 
Mstep: Class 21 contains 48416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668240.000000 Penalty: 69157.984375
Iteration 229Q: 22 clusters Score -1.066682e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31827 members 
Mstep: Class 3 contains 45401 members 
Mstep: Class 4 contains 46460 members 
Mstep: Class 5 contains 15104 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45610 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46250 members 
Mstep: Class 10 contains 49697 members 
Mstep: Class 11 contains 49467 members 
Mstep: Class 12 contains 43525 members 
Mstep: Class 13 contains 55649 members 
Mstep: Class 14 contains 49419 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 47898 members 
Mstep: Class 21 contains 48435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668200.000000 Penalty: 69157.984375
Iteration 230Q: 22 clusters Score -1.066682e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31828 members 
Mstep: Class 3 contains 45390 members 
Mstep: Class 4 contains 46464 members 
Mstep: Class 5 contains 15098 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45610 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46276 members 
Mstep: Class 10 contains 49691 members 
Mstep: Class 11 contains 49453 members 
Mstep: Class 12 contains 43517 members 
Mstep: Class 13 contains 55660 members 
Mstep: Class 14 contains 49411 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 47900 members 
Mstep: Class 21 contains 48446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668032.000000 Penalty: 69157.984375
Iteration 231Q: 22 clusters Score -1.06668e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31828 members 
Mstep: Class 3 contains 45383 members 
Mstep: Class 4 contains 46445 members 
Mstep: Class 5 contains 15081 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45591 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46331 members 
Mstep: Class 10 contains 49678 members 
Mstep: Class 11 contains 49440 members 
Mstep: Class 12 contains 43498 members 
Mstep: Class 13 contains 55693 members 
Mstep: Class 14 contains 49425 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2676 members 
Mstep: Class 20 contains 47908 members 
Mstep: Class 21 contains 48445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668144.000000 Penalty: 69157.984375
Iteration 232Q: 22 clusters Score -1.066681e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31827 members 
Mstep: Class 3 contains 45372 members 
Mstep: Class 4 contains 46459 members 
Mstep: Class 5 contains 15072 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45582 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46379 members 
Mstep: Class 10 contains 49657 members 
Mstep: Class 11 contains 49427 members 
Mstep: Class 12 contains 43481 members 
Mstep: Class 13 contains 55698 members 
Mstep: Class 14 contains 49429 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 47925 members 
Mstep: Class 21 contains 48439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668352.000000 Penalty: 69157.984375
Iteration 233Q: 22 clusters Score -1.066684e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31823 members 
Mstep: Class 3 contains 45366 members 
Mstep: Class 4 contains 46469 members 
Mstep: Class 5 contains 15060 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45589 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46415 members 
Mstep: Class 10 contains 49631 members 
Mstep: Class 11 contains 49410 members 
Mstep: Class 12 contains 43465 members 
Mstep: Class 13 contains 55708 members 
Mstep: Class 14 contains 49430 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2671 members 
Mstep: Class 20 contains 47944 members 
Mstep: Class 21 contains 48443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668344.000000 Penalty: 69157.984375
Iteration 234Q: 22 clusters Score -1.066683e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31818 members 
Mstep: Class 3 contains 45354 members 
Mstep: Class 4 contains 46470 members 
Mstep: Class 5 contains 15052 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45591 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46428 members 
Mstep: Class 10 contains 49603 members 
Mstep: Class 11 contains 49423 members 
Mstep: Class 12 contains 43483 members 
Mstep: Class 13 contains 55718 members 
Mstep: Class 14 contains 49413 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2669 members 
Mstep: Class 20 contains 47969 members 
Mstep: Class 21 contains 48433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668376.000000 Penalty: 69157.984375
Iteration 235Q: 22 clusters Score -1.066684e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31816 members 
Mstep: Class 3 contains 45341 members 
Mstep: Class 4 contains 46456 members 
Mstep: Class 5 contains 15047 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45607 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46427 members 
Mstep: Class 10 contains 49591 members 
Mstep: Class 11 contains 49435 members 
Mstep: Class 12 contains 43495 members 
Mstep: Class 13 contains 55737 members 
Mstep: Class 14 contains 49395 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 47999 members 
Mstep: Class 21 contains 48412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668448.000000 Penalty: 69157.984375
Iteration 236Q: 22 clusters Score -1.066684e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31812 members 
Mstep: Class 3 contains 45327 members 
Mstep: Class 4 contains 46451 members 
Mstep: Class 5 contains 15040 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45629 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46446 members 
Mstep: Class 10 contains 49574 members 
Mstep: Class 11 contains 49443 members 
Mstep: Class 12 contains 43501 members 
Mstep: Class 13 contains 55738 members 
Mstep: Class 14 contains 49379 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 48014 members 
Mstep: Class 21 contains 48404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668400.000000 Penalty: 69157.984375
Iteration 237Q: 22 clusters Score -1.066684e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31797 members 
Mstep: Class 3 contains 45314 members 
Mstep: Class 4 contains 46455 members 
Mstep: Class 5 contains 15033 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45637 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46448 members 
Mstep: Class 10 contains 49540 members 
Mstep: Class 11 contains 49477 members 
Mstep: Class 12 contains 43508 members 
Mstep: Class 13 contains 55730 members 
Mstep: Class 14 contains 49391 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2661 members 
Mstep: Class 20 contains 48022 members 
Mstep: Class 21 contains 48411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668336.000000 Penalty: 69157.984375
Iteration 238Q: 22 clusters Score -1.066683e+08 nChanged 735
Entering ConstructFrom: 
Score: -106668336.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -235394.640625 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -235394.6 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 670 members 
Entering Unmasked Estep 
Score: -233384.968750 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -233385 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -234266.687500 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -234266.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -235033.015625 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -235033 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -235505.406250 Penalty: 3577.298096
	Iteration 3F: 3 clusters Score -235505.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -235837.656250 Penalty: 3577.298096
	Iteration 4F: 3 clusters Score -235837.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -236021.140625 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -236021.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -236197.468750 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -236197.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -236312.890625 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -236312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -236351.140625 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -236351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -236354.406250 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -236354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -236359.625000 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -236359.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -236359.625000 Penalty: 3577.298096
	Iteration 11F: 3 clusters Score -236359.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 31793 members 
Mstep: Class 3 contains 45309 members 
Mstep: Class 4 contains 46451 members 
Mstep: Class 5 contains 15022 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45634 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46462 members 
Mstep: Class 10 contains 49529 members 
Mstep: Class 11 contains 49478 members 
Mstep: Class 12 contains 43521 members 
Mstep: Class 13 contains 55746 members 
Mstep: Class 14 contains 49380 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2657 members 
Mstep: Class 20 contains 48024 members 
Mstep: Class 21 contains 48418 members 
Mstep: Class 22 contains 1065 members 
Entering Unmasked Estep 
Score: -106667920.000000 Penalty: 72451.218750
Splitting cluster 1 changes total score from -106668336.000000 to -106667920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (31793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Entering Unmasked Estep 
Score: -5731506.500000 Penalty: 2571.016357
	Iteration 0F: 2 clusters Score -5731506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -5709767.000000 Penalty: 5142.032715
	Iteration 0F: 3 clusters Score -5709767 nChanged 14444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -5717504.000000 Penalty: 5142.032715
	Iteration 1F: 3 clusters Score -5717504 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -5717945.000000 Penalty: 5142.032715
	Iteration 2Q: 3 clusters Score -5717945 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -5718327.500000 Penalty: 5142.032715
	Iteration 3Q: 3 clusters Score -5718328 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -5718790.500000 Penalty: 5142.032715
	Iteration 4Q: 3 clusters Score -5718790 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -5719422.000000 Penalty: 5142.032715
	Iteration 5Q: 3 clusters Score -5719422 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -5720352.500000 Penalty: 5142.032715
	Iteration 6F: 3 clusters Score -5720352 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -5721701.000000 Penalty: 5142.032715
	Iteration 7F: 3 clusters Score -5721701 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -5723470.500000 Penalty: 5142.032715
	Iteration 8F: 3 clusters Score -5723470 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -5725439.000000 Penalty: 5142.032715
	Iteration 9F: 3 clusters Score -5725439 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5727159.500000 Penalty: 5142.032715
	Iteration 10F: 3 clusters Score -5727160 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5728372.000000 Penalty: 5142.032715
	Iteration 11Q: 3 clusters Score -5728372 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5729115.000000 Penalty: 5142.032715
	Iteration 12Q: 3 clusters Score -5729115 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5729430.500000 Penalty: 5142.032715
	Iteration 13Q: 3 clusters Score -5729430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5729534.000000 Penalty: 5142.032715
	Iteration 14Q: 3 clusters Score -5729534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5729582.000000 Penalty: 5142.032715
	Iteration 15Q: 3 clusters Score -5729582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5729606.000000 Penalty: 5142.032715
	Iteration 16Q: 3 clusters Score -5729606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5729609.500000 Penalty: 5142.032715
	Iteration 17Q: 3 clusters Score -5729610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5729625.500000 Penalty: 5142.032715
	Iteration 18Q: 3 clusters Score -5729626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5729628.000000 Penalty: 5142.032715
	Iteration 19Q: 3 clusters Score -5729628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5729633.000000 Penalty: 5142.032715
	Iteration 20F: 3 clusters Score -5729633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5729642.000000 Penalty: 5142.032715
	Iteration 21Q: 3 clusters Score -5729642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5729642.500000 Penalty: 5142.032715
	Iteration 22Q: 3 clusters Score -5729642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5729638.000000 Penalty: 5142.032715
	Iteration 23Q: 3 clusters Score -5729638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5729637.500000 Penalty: 5142.032715
	Iteration 24Q: 3 clusters Score -5729638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5729641.500000 Penalty: 5142.032715
	Iteration 25Q: 3 clusters Score -5729642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5729641.500000 Penalty: 5142.032715
	Iteration 26F: 3 clusters Score -5729642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Entering Unmasked Estep 
Score: -8370909.500000 Penalty: 2658.872803
	Iteration 0F: 2 clusters Score -8370910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -8341217.500000 Penalty: 5317.745605
	Iteration 0F: 3 clusters Score -8341218 nChanged 20765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -8353271.500000 Penalty: 5317.745605
	Iteration 1F: 3 clusters Score -8353272 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -8354918.000000 Penalty: 5317.745605
	Iteration 2F: 3 clusters Score -8354918 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -8357056.000000 Penalty: 5317.745605
	Iteration 3F: 3 clusters Score -8357056 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -8359828.000000 Penalty: 5317.745605
	Iteration 4F: 3 clusters Score -8359828 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -8362869.500000 Penalty: 5317.745605
	Iteration 5F: 3 clusters Score -8362870 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -8365719.000000 Penalty: 5317.745605
	Iteration 6F: 3 clusters Score -8365719 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -8367481.500000 Penalty: 5317.745605
	Iteration 7Q: 3 clusters Score -8367482 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -8368165.000000 Penalty: 5317.745605
	Iteration 8Q: 3 clusters Score -8368165 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -8368488.500000 Penalty: 5317.745605
	Iteration 9Q: 3 clusters Score -8368488 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -8368680.500000 Penalty: 5317.745605
	Iteration 10Q: 3 clusters Score -8368680 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -8368842.500000 Penalty: 5317.745605
	Iteration 11Q: 3 clusters Score -8368842 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -8369003.500000 Penalty: 5317.745605
	Iteration 12Q: 3 clusters Score -8369004 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -8369121.000000 Penalty: 5317.745605
	Iteration 13Q: 3 clusters Score -8369121 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -8369193.000000 Penalty: 5317.745605
	Iteration 14Q: 3 clusters Score -8369193 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -8369265.500000 Penalty: 5317.745605
	Iteration 15Q: 3 clusters Score -8369266 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -8369375.500000 Penalty: 5317.745605
	Iteration 16Q: 3 clusters Score -8369376 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -8369446.000000 Penalty: 5317.745605
	Iteration 17Q: 3 clusters Score -8369446 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -8369507.500000 Penalty: 5317.745605
	Iteration 18Q: 3 clusters Score -8369508 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -8369609.500000 Penalty: 5317.745605
	Iteration 19Q: 3 clusters Score -8369610 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8369665.500000 Penalty: 5317.745605
	Iteration 20F: 3 clusters Score -8369666 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -8369686.000000 Penalty: 5317.745605
	Iteration 21Q: 3 clusters Score -8369686 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8369746.000000 Penalty: 5317.745605
	Iteration 22Q: 3 clusters Score -8369746 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -8369770.500000 Penalty: 5317.745605
	Iteration 23Q: 3 clusters Score -8369770 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8369785.000000 Penalty: 5317.745605
	Iteration 24Q: 3 clusters Score -8369785 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -8369851.500000 Penalty: 5317.745605
	Iteration 25Q: 3 clusters Score -8369852 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -8369864.000000 Penalty: 5317.745605
	Iteration 26Q: 3 clusters Score -8369864 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -8369881.500000 Penalty: 5317.745605
	Iteration 27Q: 3 clusters Score -8369882 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8369873.000000 Penalty: 5317.745605
	Iteration 28Q: 3 clusters Score -8369873 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8369882.000000 Penalty: 5317.745605
	Iteration 29Q: 3 clusters Score -8369882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8369859.000000 Penalty: 5317.745605
	Iteration 30Q: 3 clusters Score -8369859 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8369874.000000 Penalty: 5317.745605
	Iteration 31Q: 3 clusters Score -8369874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8369863.500000 Penalty: 5317.745605
	Iteration 32Q: 3 clusters Score -8369864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8369866.500000 Penalty: 5317.745605
	Iteration 33Q: 3 clusters Score -8369866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8369873.500000 Penalty: 5317.745605
	Iteration 34Q: 3 clusters Score -8369874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8369874.000000 Penalty: 5317.745605
	Iteration 35Q: 3 clusters Score -8369874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -8369867.000000 Penalty: 5317.745605
	Iteration 36Q: 3 clusters Score -8369867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8369889.000000 Penalty: 5317.745605
	Iteration 37Q: 3 clusters Score -8369889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8369878.000000 Penalty: 5317.745605
	Iteration 38Q: 3 clusters Score -8369878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8369878.500000 Penalty: 5317.745605
	Iteration 39Q: 3 clusters Score -8369878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8369883.500000 Penalty: 5317.745605
	Iteration 40F: 3 clusters Score -8369884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8369885.500000 Penalty: 5317.745605
	Iteration 41Q: 3 clusters Score -8369886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8369870.500000 Penalty: 5317.745605
	Iteration 42Q: 3 clusters Score -8369870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8369877.000000 Penalty: 5317.745605
	Iteration 43Q: 3 clusters Score -8369877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -8369862.500000 Penalty: 5317.745605
	Iteration 44Q: 3 clusters Score -8369862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8369855.000000 Penalty: 5317.745605
	Iteration 45Q: 3 clusters Score -8369855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8369869.000000 Penalty: 5317.745605
	Iteration 46Q: 3 clusters Score -8369869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8369863.500000 Penalty: 5317.745605
	Iteration 47Q: 3 clusters Score -8369864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8369853.000000 Penalty: 5317.745605
	Iteration 48Q: 3 clusters Score -8369853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8369876.500000 Penalty: 5317.745605
	Iteration 49Q: 3 clusters Score -8369876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8369870.000000 Penalty: 5317.745605
	Iteration 50Q: 3 clusters Score -8369870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8369865.000000 Penalty: 5317.745605
	Iteration 51Q: 3 clusters Score -8369865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8369856.000000 Penalty: 5317.745605
	Iteration 52Q: 3 clusters Score -8369856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8369861.000000 Penalty: 5317.745605
	Iteration 53Q: 3 clusters Score -8369861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8369857.500000 Penalty: 5317.745605
	Iteration 54Q: 3 clusters Score -8369858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -8369855.000000 Penalty: 5317.745605
	Iteration 55Q: 3 clusters Score -8369855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -8369867.000000 Penalty: 5317.745605
	Iteration 56Q: 3 clusters Score -8369867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8369860.000000 Penalty: 5317.745605
	Iteration 57Q: 3 clusters Score -8369860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8369859.000000 Penalty: 5317.745605
	Iteration 58Q: 3 clusters Score -8369859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8369854.000000 Penalty: 5317.745605
	Iteration 59Q: 3 clusters Score -8369854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8369856.500000 Penalty: 5317.745605
	Iteration 60F: 3 clusters Score -8369856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8369847.500000 Penalty: 5317.745605
	Iteration 61Q: 3 clusters Score -8369848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8369845.000000 Penalty: 5317.745605
	Iteration 62Q: 3 clusters Score -8369845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8369846.000000 Penalty: 5317.745605
	Iteration 63Q: 3 clusters Score -8369846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8369843.000000 Penalty: 5317.745605
	Iteration 64Q: 3 clusters Score -8369843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8369843.500000 Penalty: 5317.745605
	Iteration 65Q: 3 clusters Score -8369844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8369841.500000 Penalty: 5317.745605
	Iteration 66Q: 3 clusters Score -8369842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8369844.500000 Penalty: 5317.745605
	Iteration 67Q: 3 clusters Score -8369844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8369845.000000 Penalty: 5317.745605
	Iteration 68Q: 3 clusters Score -8369845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8369840.000000 Penalty: 5317.745605
	Iteration 69Q: 3 clusters Score -8369840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8369836.000000 Penalty: 5317.745605
	Iteration 70Q: 3 clusters Score -8369836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8369833.000000 Penalty: 5317.745605
	Iteration 71Q: 3 clusters Score -8369833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8369837.000000 Penalty: 5317.745605
	Iteration 72Q: 3 clusters Score -8369837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8369837.500000 Penalty: 5317.745605
	Iteration 73Q: 3 clusters Score -8369838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8369837.000000 Penalty: 5317.745605
	Iteration 74Q: 3 clusters Score -8369837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8369845.000000 Penalty: 5317.745605
	Iteration 75Q: 3 clusters Score -8369845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8369845.000000 Penalty: 5317.745605
	Iteration 76Q: 3 clusters Score -8369845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8369851.000000 Penalty: 5317.745605
	Iteration 77Q: 3 clusters Score -8369851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8369858.500000 Penalty: 5317.745605
	Iteration 78Q: 3 clusters Score -8369858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8369858.000000 Penalty: 5317.745605
	Iteration 79Q: 3 clusters Score -8369858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8369858.000000 Penalty: 5317.745605
	Iteration 80F: 3 clusters Score -8369858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Entering Unmasked Estep 
Score: -8641997.000000 Penalty: 2665.045898
	Iteration 0F: 2 clusters Score -8641997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -8612014.000000 Penalty: 5330.091797
	Iteration 0F: 3 clusters Score -8612014 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -8623923.000000 Penalty: 5330.091797
	Iteration 1F: 3 clusters Score -8623923 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -8624359.000000 Penalty: 5330.091797
	Iteration 2Q: 3 clusters Score -8624359 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -8624786.000000 Penalty: 5330.091797
	Iteration 3Q: 3 clusters Score -8624786 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -8625184.000000 Penalty: 5330.091797
	Iteration 4Q: 3 clusters Score -8625184 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -8625623.000000 Penalty: 5330.091797
	Iteration 5Q: 3 clusters Score -8625623 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -8626264.000000 Penalty: 5330.091797
	Iteration 6Q: 3 clusters Score -8626264 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -8627218.000000 Penalty: 5330.091797
	Iteration 7Q: 3 clusters Score -8627218 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -8628525.000000 Penalty: 5330.091797
	Iteration 8Q: 3 clusters Score -8628525 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -8630020.000000 Penalty: 5330.091797
	Iteration 9F: 3 clusters Score -8630020 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -8631693.000000 Penalty: 5330.091797
	Iteration 10F: 3 clusters Score -8631693 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -8633270.000000 Penalty: 5330.091797
	Iteration 11F: 3 clusters Score -8633270 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -8634549.000000 Penalty: 5330.091797
	Iteration 12Q: 3 clusters Score -8634549 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -8635385.000000 Penalty: 5330.091797
	Iteration 13Q: 3 clusters Score -8635385 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -8635989.000000 Penalty: 5330.091797
	Iteration 14Q: 3 clusters Score -8635989 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -8636458.000000 Penalty: 5330.091797
	Iteration 15Q: 3 clusters Score -8636458 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -8636870.000000 Penalty: 5330.091797
	Iteration 16Q: 3 clusters Score -8636870 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -8637202.000000 Penalty: 5330.091797
	Iteration 17Q: 3 clusters Score -8637202 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -8637476.000000 Penalty: 5330.091797
	Iteration 18Q: 3 clusters Score -8637476 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -8637762.000000 Penalty: 5330.091797
	Iteration 19Q: 3 clusters Score -8637762 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -8638040.000000 Penalty: 5330.091797
	Iteration 20F: 3 clusters Score -8638040 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -8638289.000000 Penalty: 5330.091797
	Iteration 21Q: 3 clusters Score -8638289 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -8638559.000000 Penalty: 5330.091797
	Iteration 22Q: 3 clusters Score -8638559 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -8638850.000000 Penalty: 5330.091797
	Iteration 23Q: 3 clusters Score -8638850 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8639079.000000 Penalty: 5330.091797
	Iteration 24Q: 3 clusters Score -8639079 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -8639258.000000 Penalty: 5330.091797
	Iteration 25Q: 3 clusters Score -8639258 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -8639406.000000 Penalty: 5330.091797
	Iteration 26Q: 3 clusters Score -8639406 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -8639519.000000 Penalty: 5330.091797
	Iteration 27Q: 3 clusters Score -8639519 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -8639579.000000 Penalty: 5330.091797
	Iteration 28Q: 3 clusters Score -8639579 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -8639642.000000 Penalty: 5330.091797
	Iteration 29Q: 3 clusters Score -8639642 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -8639726.000000 Penalty: 5330.091797
	Iteration 30Q: 3 clusters Score -8639726 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -8639765.000000 Penalty: 5330.091797
	Iteration 31Q: 3 clusters Score -8639765 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8639827.000000 Penalty: 5330.091797
	Iteration 32Q: 3 clusters Score -8639827 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -8639873.000000 Penalty: 5330.091797
	Iteration 33Q: 3 clusters Score -8639873 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -8639925.000000 Penalty: 5330.091797
	Iteration 34Q: 3 clusters Score -8639925 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8639962.000000 Penalty: 5330.091797
	Iteration 35Q: 3 clusters Score -8639962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -8639993.000000 Penalty: 5330.091797
	Iteration 36Q: 3 clusters Score -8639993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -8639998.000000 Penalty: 5330.091797
	Iteration 37Q: 3 clusters Score -8639998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -8640003.000000 Penalty: 5330.091797
	Iteration 38Q: 3 clusters Score -8640003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -8639989.000000 Penalty: 5330.091797
	Iteration 39Q: 3 clusters Score -8639989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -8639997.000000 Penalty: 5330.091797
	Iteration 40F: 3 clusters Score -8639997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8640008.000000 Penalty: 5330.091797
	Iteration 41Q: 3 clusters Score -8640008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -8640021.000000 Penalty: 5330.091797
	Iteration 42Q: 3 clusters Score -8640021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8640021.000000 Penalty: 5330.091797
	Iteration 43Q: 3 clusters Score -8640021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -8640020.000000 Penalty: 5330.091797
	Iteration 44Q: 3 clusters Score -8640020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -8640020.000000 Penalty: 5330.091797
	Iteration 45Q: 3 clusters Score -8640020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -8640021.000000 Penalty: 5330.091797
	Iteration 46Q: 3 clusters Score -8640021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -8640021.000000 Penalty: 5330.091797
	Iteration 47Q: 3 clusters Score -8640021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -8640023.000000 Penalty: 5330.091797
	Iteration 48Q: 3 clusters Score -8640023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -8640032.000000 Penalty: 5330.091797
	Iteration 49Q: 3 clusters Score -8640032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -8640025.000000 Penalty: 5330.091797
	Iteration 50Q: 3 clusters Score -8640025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -8640023.000000 Penalty: 5330.091797
	Iteration 51Q: 3 clusters Score -8640023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -8640023.000000 Penalty: 5330.091797
	Iteration 52Q: 3 clusters Score -8640023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -8640028.000000 Penalty: 5330.091797
	Iteration 53Q: 3 clusters Score -8640028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -8640021.000000 Penalty: 5330.091797
	Iteration 54Q: 3 clusters Score -8640021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -8640015.000000 Penalty: 5330.091797
	Iteration 55Q: 3 clusters Score -8640015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8640020.000000 Penalty: 5330.091797
	Iteration 56Q: 3 clusters Score -8640020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8640015.000000 Penalty: 5330.091797
	Iteration 57Q: 3 clusters Score -8640015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8640010.000000 Penalty: 5330.091797
	Iteration 58Q: 3 clusters Score -8640010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -8640006.000000 Penalty: 5330.091797
	Iteration 59Q: 3 clusters Score -8640006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -8640005.000000 Penalty: 5330.091797
	Iteration 60F: 3 clusters Score -8640005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8640004.000000 Penalty: 5330.091797
	Iteration 61Q: 3 clusters Score -8640004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -8640005.000000 Penalty: 5330.091797
	Iteration 62Q: 3 clusters Score -8640005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -8640007.000000 Penalty: 5330.091797
	Iteration 63Q: 3 clusters Score -8640007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -8640006.000000 Penalty: 5330.091797
	Iteration 64Q: 3 clusters Score -8640006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -8640009.000000 Penalty: 5330.091797
	Iteration 65Q: 3 clusters Score -8640009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -8640008.000000 Penalty: 5330.091797
	Iteration 66Q: 3 clusters Score -8640008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -8640008.000000 Penalty: 5330.091797
	Iteration 67F: 3 clusters Score -8640008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Entering Unmasked Estep 
Score: -2780793.250000 Penalty: 2385.083252
	Iteration 0F: 2 clusters Score -2780793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2769861.250000 Penalty: 4770.166504
	Iteration 0F: 3 clusters Score -2769861 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2773234.250000 Penalty: 4770.166504
	Iteration 1F: 3 clusters Score -2773234 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2773576.000000 Penalty: 4770.166504
	Iteration 2F: 3 clusters Score -2773576 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2773849.750000 Penalty: 4770.166504
	Iteration 3Q: 3 clusters Score -2773850 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2774065.250000 Penalty: 4770.166504
	Iteration 4Q: 3 clusters Score -2774065 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2774281.750000 Penalty: 4770.166504
	Iteration 5Q: 3 clusters Score -2774282 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2774524.000000 Penalty: 4770.166504
	Iteration 6Q: 3 clusters Score -2774524 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2774804.000000 Penalty: 4770.166504
	Iteration 7Q: 3 clusters Score -2774804 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2775134.000000 Penalty: 4770.166504
	Iteration 8Q: 3 clusters Score -2775134 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2775576.500000 Penalty: 4770.166504
	Iteration 9Q: 3 clusters Score -2775576 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2776169.000000 Penalty: 4770.166504
	Iteration 10F: 3 clusters Score -2776169 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2776837.750000 Penalty: 4770.166504
	Iteration 11F: 3 clusters Score -2776838 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2777447.000000 Penalty: 4770.166504
	Iteration 12Q: 3 clusters Score -2777447 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2777909.500000 Penalty: 4770.166504
	Iteration 13Q: 3 clusters Score -2777910 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2778216.000000 Penalty: 4770.166504
	Iteration 14Q: 3 clusters Score -2778216 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2778416.000000 Penalty: 4770.166504
	Iteration 15Q: 3 clusters Score -2778416 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2778527.750000 Penalty: 4770.166504
	Iteration 16Q: 3 clusters Score -2778528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2778610.750000 Penalty: 4770.166504
	Iteration 17Q: 3 clusters Score -2778611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2778660.000000 Penalty: 4770.166504
	Iteration 18Q: 3 clusters Score -2778660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2778689.250000 Penalty: 4770.166504
	Iteration 19Q: 3 clusters Score -2778689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2778702.000000 Penalty: 4770.166504
	Iteration 20F: 3 clusters Score -2778702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2778713.500000 Penalty: 4770.166504
	Iteration 21Q: 3 clusters Score -2778714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2778736.000000 Penalty: 4770.166504
	Iteration 22Q: 3 clusters Score -2778736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2778738.750000 Penalty: 4770.166504
	Iteration 23Q: 3 clusters Score -2778739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2778746.500000 Penalty: 4770.166504
	Iteration 24Q: 3 clusters Score -2778746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2778750.250000 Penalty: 4770.166504
	Iteration 25Q: 3 clusters Score -2778750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2778750.500000 Penalty: 4770.166504
	Iteration 26Q: 3 clusters Score -2778750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2778750.500000 Penalty: 4770.166504
	Iteration 27F: 3 clusters Score -2778750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -77940.679688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -77940.68 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 321 members 
Entering Unmasked Estep 
Score: -76441.562500 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -76441.56 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76876.945312 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -76876.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77009.312500 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -77009.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77072.812500 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -77072.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77119.664062 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -77119.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77163.046875 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -77163.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77176.929688 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -77176.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77218.210938 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -77218.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77251.171875 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -77251.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77266.273438 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -77266.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77277.140625 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -77277.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77289.304688 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -77289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77301.984375 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -77301.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77305.265625 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -77305.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77306.757812 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -77306.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77309.617188 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -77309.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77315.890625 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -77315.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77318.281250 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -77318.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77320.539062 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -77320.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77320.539062 Penalty: 3220.901855
	Iteration 19F: 3 clusters Score -77320.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Entering Unmasked Estep 
Score: -8450989.000000 Penalty: 2660.645508
	Iteration 0F: 2 clusters Score -8450989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -8421139.000000 Penalty: 5321.291016
	Iteration 0F: 3 clusters Score -8421139 nChanged 21018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -8433082.000000 Penalty: 5321.291016
	Iteration 1F: 3 clusters Score -8433082 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -8433796.000000 Penalty: 5321.291016
	Iteration 2Q: 3 clusters Score -8433796 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -8434708.000000 Penalty: 5321.291016
	Iteration 3Q: 3 clusters Score -8434708 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -8436068.000000 Penalty: 5321.291016
	Iteration 4F: 3 clusters Score -8436068 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -8438014.000000 Penalty: 5321.291016
	Iteration 5F: 3 clusters Score -8438014 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -8440711.000000 Penalty: 5321.291016
	Iteration 6F: 3 clusters Score -8440711 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -8443889.000000 Penalty: 5321.291016
	Iteration 7F: 3 clusters Score -8443889 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -8446512.000000 Penalty: 5321.291016
	Iteration 8F: 3 clusters Score -8446512 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -8447969.000000 Penalty: 5321.291016
	Iteration 9Q: 3 clusters Score -8447969 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -8448666.000000 Penalty: 5321.291016
	Iteration 10Q: 3 clusters Score -8448666 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -8449026.000000 Penalty: 5321.291016
	Iteration 11Q: 3 clusters Score -8449026 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -8449322.000000 Penalty: 5321.291016
	Iteration 12Q: 3 clusters Score -8449322 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -8449477.000000 Penalty: 5321.291016
	Iteration 13Q: 3 clusters Score -8449477 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -8449647.000000 Penalty: 5321.291016
	Iteration 14Q: 3 clusters Score -8449647 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -8449743.000000 Penalty: 5321.291016
	Iteration 15Q: 3 clusters Score -8449743 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8449853.000000 Penalty: 5321.291016
	Iteration 16Q: 3 clusters Score -8449853 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -8449891.000000 Penalty: 5321.291016
	Iteration 17Q: 3 clusters Score -8449891 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -8449971.000000 Penalty: 5321.291016
	Iteration 18Q: 3 clusters Score -8449971 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -8450057.000000 Penalty: 5321.291016
	Iteration 19Q: 3 clusters Score -8450057 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -8450113.000000 Penalty: 5321.291016
	Iteration 20F: 3 clusters Score -8450113 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8450172.000000 Penalty: 5321.291016
	Iteration 21Q: 3 clusters Score -8450172 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8450218.000000 Penalty: 5321.291016
	Iteration 22Q: 3 clusters Score -8450218 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -8450227.000000 Penalty: 5321.291016
	Iteration 23Q: 3 clusters Score -8450227 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -8450230.000000 Penalty: 5321.291016
	Iteration 24Q: 3 clusters Score -8450230 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -8450211.000000 Penalty: 5321.291016
	Iteration 25Q: 3 clusters Score -8450211 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -8450183.000000 Penalty: 5321.291016
	Iteration 26Q: 3 clusters Score -8450183 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8450186.000000 Penalty: 5321.291016
	Iteration 27Q: 3 clusters Score -8450186 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -8450178.000000 Penalty: 5321.291016
	Iteration 28Q: 3 clusters Score -8450178 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -8450197.000000 Penalty: 5321.291016
	Iteration 29Q: 3 clusters Score -8450197 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -8450162.000000 Penalty: 5321.291016
	Iteration 30Q: 3 clusters Score -8450162 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8450169.000000 Penalty: 5321.291016
	Iteration 31Q: 3 clusters Score -8450169 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8450146.000000 Penalty: 5321.291016
	Iteration 32Q: 3 clusters Score -8450146 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8450132.000000 Penalty: 5321.291016
	Iteration 33Q: 3 clusters Score -8450132 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8450120.000000 Penalty: 5321.291016
	Iteration 34Q: 3 clusters Score -8450120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8450106.000000 Penalty: 5321.291016
	Iteration 35Q: 3 clusters Score -8450106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8450081.000000 Penalty: 5321.291016
	Iteration 36Q: 3 clusters Score -8450081 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8450087.000000 Penalty: 5321.291016
	Iteration 37Q: 3 clusters Score -8450087 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8450073.000000 Penalty: 5321.291016
	Iteration 38Q: 3 clusters Score -8450073 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -8450056.000000 Penalty: 5321.291016
	Iteration 39Q: 3 clusters Score -8450056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8450042.000000 Penalty: 5321.291016
	Iteration 40F: 3 clusters Score -8450042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8450051.000000 Penalty: 5321.291016
	Iteration 41Q: 3 clusters Score -8450051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8450063.000000 Penalty: 5321.291016
	Iteration 42Q: 3 clusters Score -8450063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8450063.000000 Penalty: 5321.291016
	Iteration 43Q: 3 clusters Score -8450063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8450048.000000 Penalty: 5321.291016
	Iteration 44Q: 3 clusters Score -8450048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8450034.000000 Penalty: 5321.291016
	Iteration 45Q: 3 clusters Score -8450034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8450036.000000 Penalty: 5321.291016
	Iteration 46Q: 3 clusters Score -8450036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8450028.000000 Penalty: 5321.291016
	Iteration 47Q: 3 clusters Score -8450028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8450033.000000 Penalty: 5321.291016
	Iteration 48Q: 3 clusters Score -8450033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8450029.000000 Penalty: 5321.291016
	Iteration 49Q: 3 clusters Score -8450029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8450020.000000 Penalty: 5321.291016
	Iteration 50Q: 3 clusters Score -8450020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8450024.000000 Penalty: 5321.291016
	Iteration 51Q: 3 clusters Score -8450024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8450027.000000 Penalty: 5321.291016
	Iteration 52Q: 3 clusters Score -8450027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8450021.000000 Penalty: 5321.291016
	Iteration 53Q: 3 clusters Score -8450021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8450021.000000 Penalty: 5321.291016
	Iteration 54Q: 3 clusters Score -8450021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8450027.000000 Penalty: 5321.291016
	Iteration 55Q: 3 clusters Score -8450027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8450030.000000 Penalty: 5321.291016
	Iteration 56Q: 3 clusters Score -8450030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8450029.000000 Penalty: 5321.291016
	Iteration 57Q: 3 clusters Score -8450029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8450026.000000 Penalty: 5321.291016
	Iteration 58Q: 3 clusters Score -8450026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8450026.000000 Penalty: 5321.291016
	Iteration 59Q: 3 clusters Score -8450026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8450027.000000 Penalty: 5321.291016
	Iteration 60F: 3 clusters Score -8450027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8450036.000000 Penalty: 5321.291016
	Iteration 61Q: 3 clusters Score -8450036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8450036.000000 Penalty: 5321.291016
	Iteration 62F: 3 clusters Score -8450036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -32279.650391 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -32279.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31101.845703 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -31101.85 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31425.886719 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -31425.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31578.113281 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -31578.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31627.160156 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -31627.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31683.001953 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -31683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31697.841797 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -31697.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31699.160156 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -31699.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31699.160156 Penalty: 2951.518799
	Iteration 7F: 3 clusters Score -31699.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Entering Unmasked Estep 
Score: -8666126.000000 Penalty: 2665.104736
	Iteration 0F: 2 clusters Score -8666126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -8636423.000000 Penalty: 5330.209473
	Iteration 0F: 3 clusters Score -8636423 nChanged 21384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -8648315.000000 Penalty: 5330.209473
	Iteration 1F: 3 clusters Score -8648315 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -8649025.000000 Penalty: 5330.209473
	Iteration 2Q: 3 clusters Score -8649025 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -8649935.000000 Penalty: 5330.209473
	Iteration 3Q: 3 clusters Score -8649935 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -8651171.000000 Penalty: 5330.209473
	Iteration 4F: 3 clusters Score -8651171 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -8652838.000000 Penalty: 5330.209473
	Iteration 5F: 3 clusters Score -8652838 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -8654999.000000 Penalty: 5330.209473
	Iteration 6F: 3 clusters Score -8654999 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -8657457.000000 Penalty: 5330.209473
	Iteration 7F: 3 clusters Score -8657457 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -8659814.000000 Penalty: 5330.209473
	Iteration 8F: 3 clusters Score -8659814 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -8661510.000000 Penalty: 5330.209473
	Iteration 9Q: 3 clusters Score -8661510 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -8662693.000000 Penalty: 5330.209473
	Iteration 10Q: 3 clusters Score -8662693 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -8663442.000000 Penalty: 5330.209473
	Iteration 11Q: 3 clusters Score -8663442 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -8663899.000000 Penalty: 5330.209473
	Iteration 12Q: 3 clusters Score -8663899 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -8664154.000000 Penalty: 5330.209473
	Iteration 13Q: 3 clusters Score -8664154 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8664296.000000 Penalty: 5330.209473
	Iteration 14Q: 3 clusters Score -8664296 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8664417.000000 Penalty: 5330.209473
	Iteration 15Q: 3 clusters Score -8664417 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8664481.000000 Penalty: 5330.209473
	Iteration 16Q: 3 clusters Score -8664481 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8664536.000000 Penalty: 5330.209473
	Iteration 17Q: 3 clusters Score -8664536 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8664596.000000 Penalty: 5330.209473
	Iteration 18Q: 3 clusters Score -8664596 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8664622.000000 Penalty: 5330.209473
	Iteration 19Q: 3 clusters Score -8664622 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8664676.000000 Penalty: 5330.209473
	Iteration 20F: 3 clusters Score -8664676 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8664697.000000 Penalty: 5330.209473
	Iteration 21Q: 3 clusters Score -8664697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8664710.000000 Penalty: 5330.209473
	Iteration 22Q: 3 clusters Score -8664710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8664701.000000 Penalty: 5330.209473
	Iteration 23Q: 3 clusters Score -8664701 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8664704.000000 Penalty: 5330.209473
	Iteration 24Q: 3 clusters Score -8664704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8664704.000000 Penalty: 5330.209473
	Iteration 25Q: 3 clusters Score -8664704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8664693.000000 Penalty: 5330.209473
	Iteration 26Q: 3 clusters Score -8664693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8664700.000000 Penalty: 5330.209473
	Iteration 27Q: 3 clusters Score -8664700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8664703.000000 Penalty: 5330.209473
	Iteration 28Q: 3 clusters Score -8664703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8664696.000000 Penalty: 5330.209473
	Iteration 29Q: 3 clusters Score -8664696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8664690.000000 Penalty: 5330.209473
	Iteration 30Q: 3 clusters Score -8664690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8664687.000000 Penalty: 5330.209473
	Iteration 31Q: 3 clusters Score -8664687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8664682.000000 Penalty: 5330.209473
	Iteration 32Q: 3 clusters Score -8664682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8664686.000000 Penalty: 5330.209473
	Iteration 33Q: 3 clusters Score -8664686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8664685.000000 Penalty: 5330.209473
	Iteration 34Q: 3 clusters Score -8664685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8664694.000000 Penalty: 5330.209473
	Iteration 35Q: 3 clusters Score -8664694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8664698.000000 Penalty: 5330.209473
	Iteration 36Q: 3 clusters Score -8664698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8664687.000000 Penalty: 5330.209473
	Iteration 37Q: 3 clusters Score -8664687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8664685.000000 Penalty: 5330.209473
	Iteration 38Q: 3 clusters Score -8664685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8664687.000000 Penalty: 5330.209473
	Iteration 39Q: 3 clusters Score -8664687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8664690.000000 Penalty: 5330.209473
	Iteration 40F: 3 clusters Score -8664690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8664686.000000 Penalty: 5330.209473
	Iteration 41Q: 3 clusters Score -8664686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8664688.000000 Penalty: 5330.209473
	Iteration 42Q: 3 clusters Score -8664688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8664705.000000 Penalty: 5330.209473
	Iteration 43Q: 3 clusters Score -8664705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8664702.000000 Penalty: 5330.209473
	Iteration 44Q: 3 clusters Score -8664702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8664704.000000 Penalty: 5330.209473
	Iteration 45Q: 3 clusters Score -8664704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8664712.000000 Penalty: 5330.209473
	Iteration 46Q: 3 clusters Score -8664712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8664718.000000 Penalty: 5330.209473
	Iteration 47Q: 3 clusters Score -8664718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8664713.000000 Penalty: 5330.209473
	Iteration 48Q: 3 clusters Score -8664713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8664718.000000 Penalty: 5330.209473
	Iteration 49Q: 3 clusters Score -8664718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8664717.000000 Penalty: 5330.209473
	Iteration 50Q: 3 clusters Score -8664717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8664703.000000 Penalty: 5330.209473
	Iteration 51Q: 3 clusters Score -8664703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8664706.000000 Penalty: 5330.209473
	Iteration 52Q: 3 clusters Score -8664706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8664717.000000 Penalty: 5330.209473
	Iteration 53Q: 3 clusters Score -8664717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8664710.000000 Penalty: 5330.209473
	Iteration 54Q: 3 clusters Score -8664710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8664718.000000 Penalty: 5330.209473
	Iteration 55Q: 3 clusters Score -8664718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8664716.000000 Penalty: 5330.209473
	Iteration 56Q: 3 clusters Score -8664716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8664714.000000 Penalty: 5330.209473
	Iteration 57Q: 3 clusters Score -8664714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8664717.000000 Penalty: 5330.209473
	Iteration 58Q: 3 clusters Score -8664717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8664715.000000 Penalty: 5330.209473
	Iteration 59Q: 3 clusters Score -8664715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8664713.000000 Penalty: 5330.209473
	Iteration 60F: 3 clusters Score -8664713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8664709.000000 Penalty: 5330.209473
	Iteration 61Q: 3 clusters Score -8664709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8664704.000000 Penalty: 5330.209473
	Iteration 62Q: 3 clusters Score -8664704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8664700.000000 Penalty: 5330.209473
	Iteration 63Q: 3 clusters Score -8664700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8664701.000000 Penalty: 5330.209473
	Iteration 64Q: 3 clusters Score -8664701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8664699.000000 Penalty: 5330.209473
	Iteration 65Q: 3 clusters Score -8664699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8664694.000000 Penalty: 5330.209473
	Iteration 66Q: 3 clusters Score -8664694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8664698.000000 Penalty: 5330.209473
	Iteration 67Q: 3 clusters Score -8664698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8664706.000000 Penalty: 5330.209473
	Iteration 68Q: 3 clusters Score -8664706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8664706.000000 Penalty: 5330.209473
	Iteration 69F: 3 clusters Score -8664706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Entering Unmasked Estep 
Score: -9113718.000000 Penalty: 2680.957764
	Iteration 0F: 2 clusters Score -9113718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -9082134.000000 Penalty: 5361.915527
	Iteration 0F: 3 clusters Score -9082134 nChanged 22937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -9094730.000000 Penalty: 5361.915527
	Iteration 1F: 3 clusters Score -9094730 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -9095160.000000 Penalty: 5361.915527
	Iteration 2Q: 3 clusters Score -9095160 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -9095583.000000 Penalty: 5361.915527
	Iteration 3Q: 3 clusters Score -9095583 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -9095934.000000 Penalty: 5361.915527
	Iteration 4Q: 3 clusters Score -9095934 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -9096248.000000 Penalty: 5361.915527
	Iteration 5Q: 3 clusters Score -9096248 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -9096699.000000 Penalty: 5361.915527
	Iteration 6Q: 3 clusters Score -9096699 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -9097254.000000 Penalty: 5361.915527
	Iteration 7Q: 3 clusters Score -9097254 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -9098082.000000 Penalty: 5361.915527
	Iteration 8Q: 3 clusters Score -9098082 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -9099545.000000 Penalty: 5361.915527
	Iteration 9Q: 3 clusters Score -9099545 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -9101486.000000 Penalty: 5361.915527
	Iteration 10F: 3 clusters Score -9101486 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -9104061.000000 Penalty: 5361.915527
	Iteration 11F: 3 clusters Score -9104061 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -9106677.000000 Penalty: 5361.915527
	Iteration 12F: 3 clusters Score -9106677 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -9108798.000000 Penalty: 5361.915527
	Iteration 13F: 3 clusters Score -9108798 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -9110239.000000 Penalty: 5361.915527
	Iteration 14Q: 3 clusters Score -9110239 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -9111106.000000 Penalty: 5361.915527
	Iteration 15Q: 3 clusters Score -9111106 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -9111671.000000 Penalty: 5361.915527
	Iteration 16Q: 3 clusters Score -9111671 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -9112107.000000 Penalty: 5361.915527
	Iteration 17Q: 3 clusters Score -9112107 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -9112417.000000 Penalty: 5361.915527
	Iteration 18Q: 3 clusters Score -9112417 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -9112612.000000 Penalty: 5361.915527
	Iteration 19Q: 3 clusters Score -9112612 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -9112693.000000 Penalty: 5361.915527
	Iteration 20F: 3 clusters Score -9112693 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -9112729.000000 Penalty: 5361.915527
	Iteration 21Q: 3 clusters Score -9112729 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -9112752.000000 Penalty: 5361.915527
	Iteration 22Q: 3 clusters Score -9112752 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -9112783.000000 Penalty: 5361.915527
	Iteration 23Q: 3 clusters Score -9112783 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -9112794.000000 Penalty: 5361.915527
	Iteration 24Q: 3 clusters Score -9112794 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -9112782.000000 Penalty: 5361.915527
	Iteration 25Q: 3 clusters Score -9112782 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -9112736.000000 Penalty: 5361.915527
	Iteration 26Q: 3 clusters Score -9112736 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -9112698.000000 Penalty: 5361.915527
	Iteration 27Q: 3 clusters Score -9112698 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -9112683.000000 Penalty: 5361.915527
	Iteration 28Q: 3 clusters Score -9112683 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -9112680.000000 Penalty: 5361.915527
	Iteration 29Q: 3 clusters Score -9112680 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -9112669.000000 Penalty: 5361.915527
	Iteration 30Q: 3 clusters Score -9112669 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -9112638.000000 Penalty: 5361.915527
	Iteration 31Q: 3 clusters Score -9112638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -9112607.000000 Penalty: 5361.915527
	Iteration 32Q: 3 clusters Score -9112607 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -9112572.000000 Penalty: 5361.915527
	Iteration 33Q: 3 clusters Score -9112572 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -9112528.000000 Penalty: 5361.915527
	Iteration 34Q: 3 clusters Score -9112528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -9112521.000000 Penalty: 5361.915527
	Iteration 35Q: 3 clusters Score -9112521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -9112513.000000 Penalty: 5361.915527
	Iteration 36Q: 3 clusters Score -9112513 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -9112499.000000 Penalty: 5361.915527
	Iteration 37Q: 3 clusters Score -9112499 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9112486.000000 Penalty: 5361.915527
	Iteration 38Q: 3 clusters Score -9112486 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -9112471.000000 Penalty: 5361.915527
	Iteration 39Q: 3 clusters Score -9112471 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -9112463.000000 Penalty: 5361.915527
	Iteration 40F: 3 clusters Score -9112463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -9112428.000000 Penalty: 5361.915527
	Iteration 41Q: 3 clusters Score -9112428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9112439.000000 Penalty: 5361.915527
	Iteration 42Q: 3 clusters Score -9112439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9112419.000000 Penalty: 5361.915527
	Iteration 43Q: 3 clusters Score -9112419 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9112373.000000 Penalty: 5361.915527
	Iteration 44Q: 3 clusters Score -9112373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9112368.000000 Penalty: 5361.915527
	Iteration 45Q: 3 clusters Score -9112368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -9112366.000000 Penalty: 5361.915527
	Iteration 46Q: 3 clusters Score -9112366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9112335.000000 Penalty: 5361.915527
	Iteration 47Q: 3 clusters Score -9112335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9112337.000000 Penalty: 5361.915527
	Iteration 48Q: 3 clusters Score -9112337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9112316.000000 Penalty: 5361.915527
	Iteration 49Q: 3 clusters Score -9112316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9112307.000000 Penalty: 5361.915527
	Iteration 50Q: 3 clusters Score -9112307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9112292.000000 Penalty: 5361.915527
	Iteration 51Q: 3 clusters Score -9112292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -9112277.000000 Penalty: 5361.915527
	Iteration 52Q: 3 clusters Score -9112277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9112277.000000 Penalty: 5361.915527
	Iteration 53Q: 3 clusters Score -9112277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9112254.000000 Penalty: 5361.915527
	Iteration 54Q: 3 clusters Score -9112254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -9112252.000000 Penalty: 5361.915527
	Iteration 55Q: 3 clusters Score -9112252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9112240.000000 Penalty: 5361.915527
	Iteration 56Q: 3 clusters Score -9112240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9112225.000000 Penalty: 5361.915527
	Iteration 57Q: 3 clusters Score -9112225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9112223.000000 Penalty: 5361.915527
	Iteration 58Q: 3 clusters Score -9112223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9112202.000000 Penalty: 5361.915527
	Iteration 59Q: 3 clusters Score -9112202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9112190.000000 Penalty: 5361.915527
	Iteration 60F: 3 clusters Score -9112190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9112196.000000 Penalty: 5361.915527
	Iteration 61Q: 3 clusters Score -9112196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9112196.000000 Penalty: 5361.915527
	Iteration 62Q: 3 clusters Score -9112196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -9112178.000000 Penalty: 5361.915527
	Iteration 63Q: 3 clusters Score -9112178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9112173.000000 Penalty: 5361.915527
	Iteration 64Q: 3 clusters Score -9112173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -9112174.000000 Penalty: 5361.915527
	Iteration 65Q: 3 clusters Score -9112174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9112181.000000 Penalty: 5361.915527
	Iteration 66Q: 3 clusters Score -9112181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -9112176.000000 Penalty: 5361.915527
	Iteration 67Q: 3 clusters Score -9112176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9112165.000000 Penalty: 5361.915527
	Iteration 68Q: 3 clusters Score -9112165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9112153.000000 Penalty: 5361.915527
	Iteration 69Q: 3 clusters Score -9112153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9112159.000000 Penalty: 5361.915527
	Iteration 70Q: 3 clusters Score -9112159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9112144.000000 Penalty: 5361.915527
	Iteration 71Q: 3 clusters Score -9112144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9112146.000000 Penalty: 5361.915527
	Iteration 72Q: 3 clusters Score -9112146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9112137.000000 Penalty: 5361.915527
	Iteration 73Q: 3 clusters Score -9112137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -9112144.000000 Penalty: 5361.915527
	Iteration 74Q: 3 clusters Score -9112144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9112150.000000 Penalty: 5361.915527
	Iteration 75Q: 3 clusters Score -9112150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9112147.000000 Penalty: 5361.915527
	Iteration 76Q: 3 clusters Score -9112147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9112142.000000 Penalty: 5361.915527
	Iteration 77Q: 3 clusters Score -9112142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9112140.000000 Penalty: 5361.915527
	Iteration 78Q: 3 clusters Score -9112140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9112148.000000 Penalty: 5361.915527
	Iteration 79Q: 3 clusters Score -9112148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9112148.000000 Penalty: 5361.915527
	Iteration 80F: 3 clusters Score -9112148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9112152.000000 Penalty: 5361.915527
	Iteration 81Q: 3 clusters Score -9112152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9112150.000000 Penalty: 5361.915527
	Iteration 82Q: 3 clusters Score -9112150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9112149.000000 Penalty: 5361.915527
	Iteration 83Q: 3 clusters Score -9112149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9112146.000000 Penalty: 5361.915527
	Iteration 84Q: 3 clusters Score -9112146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9112146.000000 Penalty: 5361.915527
	Iteration 85F: 3 clusters Score -9112146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Entering Unmasked Estep 
Score: -9092380.000000 Penalty: 2680.702148
	Iteration 0F: 2 clusters Score -9092380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -9061360.000000 Penalty: 5361.404297
	Iteration 0F: 3 clusters Score -9061360 nChanged 22900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -9074130.000000 Penalty: 5361.404297
	Iteration 1F: 3 clusters Score -9074130 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -9074804.000000 Penalty: 5361.404297
	Iteration 2Q: 3 clusters Score -9074804 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -9075576.000000 Penalty: 5361.404297
	Iteration 3Q: 3 clusters Score -9075576 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -9076664.000000 Penalty: 5361.404297
	Iteration 4Q: 3 clusters Score -9076664 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -9078019.000000 Penalty: 5361.404297
	Iteration 5F: 3 clusters Score -9078019 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -9079793.000000 Penalty: 5361.404297
	Iteration 6F: 3 clusters Score -9079793 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -9082009.000000 Penalty: 5361.404297
	Iteration 7F: 3 clusters Score -9082009 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -9084492.000000 Penalty: 5361.404297
	Iteration 8F: 3 clusters Score -9084492 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -9086713.000000 Penalty: 5361.404297
	Iteration 9F: 3 clusters Score -9086713 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -9088153.000000 Penalty: 5361.404297
	Iteration 10Q: 3 clusters Score -9088153 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -9088802.000000 Penalty: 5361.404297
	Iteration 11Q: 3 clusters Score -9088802 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -9089138.000000 Penalty: 5361.404297
	Iteration 12Q: 3 clusters Score -9089138 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -9089438.000000 Penalty: 5361.404297
	Iteration 13Q: 3 clusters Score -9089438 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -9089721.000000 Penalty: 5361.404297
	Iteration 14Q: 3 clusters Score -9089721 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -9089917.000000 Penalty: 5361.404297
	Iteration 15Q: 3 clusters Score -9089917 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -9090112.000000 Penalty: 5361.404297
	Iteration 16Q: 3 clusters Score -9090112 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -9090258.000000 Penalty: 5361.404297
	Iteration 17Q: 3 clusters Score -9090258 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -9090420.000000 Penalty: 5361.404297
	Iteration 18Q: 3 clusters Score -9090420 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -9090503.000000 Penalty: 5361.404297
	Iteration 19Q: 3 clusters Score -9090503 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -9090630.000000 Penalty: 5361.404297
	Iteration 20F: 3 clusters Score -9090630 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -9090791.000000 Penalty: 5361.404297
	Iteration 21Q: 3 clusters Score -9090791 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -9090858.000000 Penalty: 5361.404297
	Iteration 22Q: 3 clusters Score -9090858 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -9090968.000000 Penalty: 5361.404297
	Iteration 23Q: 3 clusters Score -9090968 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -9091058.000000 Penalty: 5361.404297
	Iteration 24Q: 3 clusters Score -9091058 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -9091128.000000 Penalty: 5361.404297
	Iteration 25Q: 3 clusters Score -9091128 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -9091230.000000 Penalty: 5361.404297
	Iteration 26Q: 3 clusters Score -9091230 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -9091285.000000 Penalty: 5361.404297
	Iteration 27Q: 3 clusters Score -9091285 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -9091355.000000 Penalty: 5361.404297
	Iteration 28Q: 3 clusters Score -9091355 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -9091398.000000 Penalty: 5361.404297
	Iteration 29Q: 3 clusters Score -9091398 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -9091471.000000 Penalty: 5361.404297
	Iteration 30Q: 3 clusters Score -9091471 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -9091530.000000 Penalty: 5361.404297
	Iteration 31Q: 3 clusters Score -9091530 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -9091592.000000 Penalty: 5361.404297
	Iteration 32Q: 3 clusters Score -9091592 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -9091645.000000 Penalty: 5361.404297
	Iteration 33Q: 3 clusters Score -9091645 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -9091699.000000 Penalty: 5361.404297
	Iteration 34Q: 3 clusters Score -9091699 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -9091779.000000 Penalty: 5361.404297
	Iteration 35Q: 3 clusters Score -9091779 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -9091811.000000 Penalty: 5361.404297
	Iteration 36Q: 3 clusters Score -9091811 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -9091890.000000 Penalty: 5361.404297
	Iteration 37Q: 3 clusters Score -9091890 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -9091939.000000 Penalty: 5361.404297
	Iteration 38Q: 3 clusters Score -9091939 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -9091979.000000 Penalty: 5361.404297
	Iteration 39Q: 3 clusters Score -9091979 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -9092022.000000 Penalty: 5361.404297
	Iteration 40F: 3 clusters Score -9092022 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -9092039.000000 Penalty: 5361.404297
	Iteration 41Q: 3 clusters Score -9092039 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -9092085.000000 Penalty: 5361.404297
	Iteration 42Q: 3 clusters Score -9092085 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -9092074.000000 Penalty: 5361.404297
	Iteration 43Q: 3 clusters Score -9092074 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -9092101.000000 Penalty: 5361.404297
	Iteration 44Q: 3 clusters Score -9092101 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -9092118.000000 Penalty: 5361.404297
	Iteration 45Q: 3 clusters Score -9092118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -9092189.000000 Penalty: 5361.404297
	Iteration 46Q: 3 clusters Score -9092189 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -9092189.000000 Penalty: 5361.404297
	Iteration 47Q: 3 clusters Score -9092189 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -9092222.000000 Penalty: 5361.404297
	Iteration 48Q: 3 clusters Score -9092222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -9092238.000000 Penalty: 5361.404297
	Iteration 49Q: 3 clusters Score -9092238 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -9092239.000000 Penalty: 5361.404297
	Iteration 50Q: 3 clusters Score -9092239 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -9092272.000000 Penalty: 5361.404297
	Iteration 51Q: 3 clusters Score -9092272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -9092299.000000 Penalty: 5361.404297
	Iteration 52Q: 3 clusters Score -9092299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -9092295.000000 Penalty: 5361.404297
	Iteration 53Q: 3 clusters Score -9092295 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -9092300.000000 Penalty: 5361.404297
	Iteration 54Q: 3 clusters Score -9092300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -9092326.000000 Penalty: 5361.404297
	Iteration 55Q: 3 clusters Score -9092326 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -9092333.000000 Penalty: 5361.404297
	Iteration 56Q: 3 clusters Score -9092333 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -9092355.000000 Penalty: 5361.404297
	Iteration 57Q: 3 clusters Score -9092355 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -9092384.000000 Penalty: 5361.404297
	Iteration 58Q: 3 clusters Score -9092384 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -9092433.000000 Penalty: 5361.404297
	Iteration 59Q: 3 clusters Score -9092433 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -9092466.000000 Penalty: 5361.404297
	Iteration 60F: 3 clusters Score -9092466 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -9092485.000000 Penalty: 5361.404297
	Iteration 61Q: 3 clusters Score -9092485 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -9092514.000000 Penalty: 5361.404297
	Iteration 62Q: 3 clusters Score -9092514 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -9092558.000000 Penalty: 5361.404297
	Iteration 63Q: 3 clusters Score -9092558 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -9092559.000000 Penalty: 5361.404297
	Iteration 64Q: 3 clusters Score -9092559 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -9092578.000000 Penalty: 5361.404297
	Iteration 65Q: 3 clusters Score -9092578 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -9092601.000000 Penalty: 5361.404297
	Iteration 66Q: 3 clusters Score -9092601 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -9092610.000000 Penalty: 5361.404297
	Iteration 67Q: 3 clusters Score -9092610 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -9092582.000000 Penalty: 5361.404297
	Iteration 68Q: 3 clusters Score -9092582 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -9092563.000000 Penalty: 5361.404297
	Iteration 69Q: 3 clusters Score -9092563 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -9092558.000000 Penalty: 5361.404297
	Iteration 70Q: 3 clusters Score -9092558 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -9092513.000000 Penalty: 5361.404297
	Iteration 71Q: 3 clusters Score -9092513 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -9092517.000000 Penalty: 5361.404297
	Iteration 72Q: 3 clusters Score -9092517 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -9092503.000000 Penalty: 5361.404297
	Iteration 73Q: 3 clusters Score -9092503 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -9092464.000000 Penalty: 5361.404297
	Iteration 74Q: 3 clusters Score -9092464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -9092455.000000 Penalty: 5361.404297
	Iteration 75Q: 3 clusters Score -9092455 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -9092431.000000 Penalty: 5361.404297
	Iteration 76Q: 3 clusters Score -9092431 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -9092396.000000 Penalty: 5361.404297
	Iteration 77Q: 3 clusters Score -9092396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -9092376.000000 Penalty: 5361.404297
	Iteration 78Q: 3 clusters Score -9092376 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -9092362.000000 Penalty: 5361.404297
	Iteration 79Q: 3 clusters Score -9092362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -9092336.000000 Penalty: 5361.404297
	Iteration 80F: 3 clusters Score -9092336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -9092329.000000 Penalty: 5361.404297
	Iteration 81Q: 3 clusters Score -9092329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -9092313.000000 Penalty: 5361.404297
	Iteration 82Q: 3 clusters Score -9092313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -9092286.000000 Penalty: 5361.404297
	Iteration 83Q: 3 clusters Score -9092286 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -9092273.000000 Penalty: 5361.404297
	Iteration 84Q: 3 clusters Score -9092273 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -9092249.000000 Penalty: 5361.404297
	Iteration 85Q: 3 clusters Score -9092249 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -9092252.000000 Penalty: 5361.404297
	Iteration 86Q: 3 clusters Score -9092252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -9092245.000000 Penalty: 5361.404297
	Iteration 87Q: 3 clusters Score -9092245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -9092242.000000 Penalty: 5361.404297
	Iteration 88Q: 3 clusters Score -9092242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -9092211.000000 Penalty: 5361.404297
	Iteration 89Q: 3 clusters Score -9092211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9092182.000000 Penalty: 5361.404297
	Iteration 90Q: 3 clusters Score -9092182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -9092157.000000 Penalty: 5361.404297
	Iteration 91Q: 3 clusters Score -9092157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -9092154.000000 Penalty: 5361.404297
	Iteration 92Q: 3 clusters Score -9092154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -9092153.000000 Penalty: 5361.404297
	Iteration 93Q: 3 clusters Score -9092153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -9092103.000000 Penalty: 5361.404297
	Iteration 94Q: 3 clusters Score -9092103 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -9092076.000000 Penalty: 5361.404297
	Iteration 95Q: 3 clusters Score -9092076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -9092062.000000 Penalty: 5361.404297
	Iteration 96Q: 3 clusters Score -9092062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -9092033.000000 Penalty: 5361.404297
	Iteration 97Q: 3 clusters Score -9092033 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -9092002.000000 Penalty: 5361.404297
	Iteration 98Q: 3 clusters Score -9092002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -9091979.000000 Penalty: 5361.404297
	Iteration 99Q: 3 clusters Score -9091979 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -9091946.000000 Penalty: 5361.404297
	Iteration 100F: 3 clusters Score -9091946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -9091950.000000 Penalty: 5361.404297
	Iteration 101Q: 3 clusters Score -9091950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -9091911.000000 Penalty: 5361.404297
	Iteration 102Q: 3 clusters Score -9091911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -9091893.000000 Penalty: 5361.404297
	Iteration 103Q: 3 clusters Score -9091893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -9091855.000000 Penalty: 5361.404297
	Iteration 104Q: 3 clusters Score -9091855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -9091817.000000 Penalty: 5361.404297
	Iteration 105Q: 3 clusters Score -9091817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -9091819.000000 Penalty: 5361.404297
	Iteration 106Q: 3 clusters Score -9091819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -9091782.000000 Penalty: 5361.404297
	Iteration 107Q: 3 clusters Score -9091782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -9091785.000000 Penalty: 5361.404297
	Iteration 108Q: 3 clusters Score -9091785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -9091783.000000 Penalty: 5361.404297
	Iteration 109Q: 3 clusters Score -9091783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9091789.000000 Penalty: 5361.404297
	Iteration 110Q: 3 clusters Score -9091789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -9091776.000000 Penalty: 5361.404297
	Iteration 111Q: 3 clusters Score -9091776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -9091791.000000 Penalty: 5361.404297
	Iteration 112Q: 3 clusters Score -9091791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -9091779.000000 Penalty: 5361.404297
	Iteration 113Q: 3 clusters Score -9091779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -9091774.000000 Penalty: 5361.404297
	Iteration 114Q: 3 clusters Score -9091774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -9091764.000000 Penalty: 5361.404297
	Iteration 115Q: 3 clusters Score -9091764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -9091763.000000 Penalty: 5361.404297
	Iteration 116Q: 3 clusters Score -9091763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9091752.000000 Penalty: 5361.404297
	Iteration 117Q: 3 clusters Score -9091752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -9091756.000000 Penalty: 5361.404297
	Iteration 118Q: 3 clusters Score -9091756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -9091756.000000 Penalty: 5361.404297
	Iteration 119Q: 3 clusters Score -9091756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -9091745.000000 Penalty: 5361.404297
	Iteration 120F: 3 clusters Score -9091745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -9091733.000000 Penalty: 5361.404297
	Iteration 121Q: 3 clusters Score -9091733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -9091728.000000 Penalty: 5361.404297
	Iteration 122Q: 3 clusters Score -9091728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -9091721.000000 Penalty: 5361.404297
	Iteration 123Q: 3 clusters Score -9091721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -9091716.000000 Penalty: 5361.404297
	Iteration 124Q: 3 clusters Score -9091716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9091714.000000 Penalty: 5361.404297
	Iteration 125Q: 3 clusters Score -9091714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -9091716.000000 Penalty: 5361.404297
	Iteration 126Q: 3 clusters Score -9091716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9091709.000000 Penalty: 5361.404297
	Iteration 127Q: 3 clusters Score -9091709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -9091708.000000 Penalty: 5361.404297
	Iteration 128Q: 3 clusters Score -9091708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -9091708.000000 Penalty: 5361.404297
	Iteration 129Q: 3 clusters Score -9091708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9091704.000000 Penalty: 5361.404297
	Iteration 130Q: 3 clusters Score -9091704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -9091702.000000 Penalty: 5361.404297
	Iteration 131Q: 3 clusters Score -9091702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -9091702.000000 Penalty: 5361.404297
	Iteration 132Q: 3 clusters Score -9091702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -9091704.000000 Penalty: 5361.404297
	Iteration 133Q: 3 clusters Score -9091704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -9091690.000000 Penalty: 5361.404297
	Iteration 134Q: 3 clusters Score -9091690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -9091689.000000 Penalty: 5361.404297
	Iteration 135Q: 3 clusters Score -9091689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -9091678.000000 Penalty: 5361.404297
	Iteration 136Q: 3 clusters Score -9091678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -9091675.000000 Penalty: 5361.404297
	Iteration 137Q: 3 clusters Score -9091675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9091669.000000 Penalty: 5361.404297
	Iteration 138Q: 3 clusters Score -9091669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -9091677.000000 Penalty: 5361.404297
	Iteration 139Q: 3 clusters Score -9091677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -9091674.000000 Penalty: 5361.404297
	Iteration 140F: 3 clusters Score -9091674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -9091674.000000 Penalty: 5361.404297
	Iteration 141Q: 3 clusters Score -9091674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -9091668.000000 Penalty: 5361.404297
	Iteration 142Q: 3 clusters Score -9091668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -9091654.000000 Penalty: 5361.404297
	Iteration 143Q: 3 clusters Score -9091654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -9091651.000000 Penalty: 5361.404297
	Iteration 144Q: 3 clusters Score -9091651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -9091653.000000 Penalty: 5361.404297
	Iteration 145Q: 3 clusters Score -9091653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9091657.000000 Penalty: 5361.404297
	Iteration 146Q: 3 clusters Score -9091657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -9091659.000000 Penalty: 5361.404297
	Iteration 147Q: 3 clusters Score -9091659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -9091656.000000 Penalty: 5361.404297
	Iteration 148Q: 3 clusters Score -9091656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -9091657.000000 Penalty: 5361.404297
	Iteration 149Q: 3 clusters Score -9091657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -9091657.000000 Penalty: 5361.404297
	Iteration 150F: 3 clusters Score -9091657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Entering Unmasked Estep 
Score: -8077227.500000 Penalty: 2648.887695
	Iteration 0F: 2 clusters Score -8077228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -8048497.000000 Penalty: 5297.775391
	Iteration 0F: 3 clusters Score -8048497 nChanged 19857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -8059743.000000 Penalty: 5297.775391
	Iteration 1F: 3 clusters Score -8059743 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -8060532.000000 Penalty: 5297.775391
	Iteration 2Q: 3 clusters Score -8060532 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -8061467.000000 Penalty: 5297.775391
	Iteration 3Q: 3 clusters Score -8061467 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -8062471.000000 Penalty: 5297.775391
	Iteration 4Q: 3 clusters Score -8062471 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -8063871.500000 Penalty: 5297.775391
	Iteration 5F: 3 clusters Score -8063872 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -8065781.000000 Penalty: 5297.775391
	Iteration 6F: 3 clusters Score -8065781 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -8068201.000000 Penalty: 5297.775391
	Iteration 7F: 3 clusters Score -8068201 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -8070726.500000 Penalty: 5297.775391
	Iteration 8F: 3 clusters Score -8070726 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -8072395.000000 Penalty: 5297.775391
	Iteration 9F: 3 clusters Score -8072395 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -8073181.500000 Penalty: 5297.775391
	Iteration 10Q: 3 clusters Score -8073182 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -8073578.500000 Penalty: 5297.775391
	Iteration 11Q: 3 clusters Score -8073578 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -8073807.000000 Penalty: 5297.775391
	Iteration 12Q: 3 clusters Score -8073807 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -8074004.500000 Penalty: 5297.775391
	Iteration 13Q: 3 clusters Score -8074004 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -8074119.500000 Penalty: 5297.775391
	Iteration 14Q: 3 clusters Score -8074120 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -8074232.000000 Penalty: 5297.775391
	Iteration 15Q: 3 clusters Score -8074232 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -8074324.500000 Penalty: 5297.775391
	Iteration 16Q: 3 clusters Score -8074324 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -8074434.500000 Penalty: 5297.775391
	Iteration 17Q: 3 clusters Score -8074434 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -8074542.000000 Penalty: 5297.775391
	Iteration 18Q: 3 clusters Score -8074542 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -8074576.000000 Penalty: 5297.775391
	Iteration 19Q: 3 clusters Score -8074576 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -8074662.000000 Penalty: 5297.775391
	Iteration 20F: 3 clusters Score -8074662 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -8074730.000000 Penalty: 5297.775391
	Iteration 21Q: 3 clusters Score -8074730 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -8074844.500000 Penalty: 5297.775391
	Iteration 22Q: 3 clusters Score -8074844 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -8074916.000000 Penalty: 5297.775391
	Iteration 23Q: 3 clusters Score -8074916 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -8074966.000000 Penalty: 5297.775391
	Iteration 24Q: 3 clusters Score -8074966 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -8075018.500000 Penalty: 5297.775391
	Iteration 25Q: 3 clusters Score -8075018 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -8075077.500000 Penalty: 5297.775391
	Iteration 26Q: 3 clusters Score -8075078 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -8075140.500000 Penalty: 5297.775391
	Iteration 27Q: 3 clusters Score -8075140 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -8075185.000000 Penalty: 5297.775391
	Iteration 28Q: 3 clusters Score -8075185 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -8075272.500000 Penalty: 5297.775391
	Iteration 29Q: 3 clusters Score -8075272 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -8075308.000000 Penalty: 5297.775391
	Iteration 30Q: 3 clusters Score -8075308 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -8075361.000000 Penalty: 5297.775391
	Iteration 31Q: 3 clusters Score -8075361 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -8075384.000000 Penalty: 5297.775391
	Iteration 32Q: 3 clusters Score -8075384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -8075414.500000 Penalty: 5297.775391
	Iteration 33Q: 3 clusters Score -8075414 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -8075448.500000 Penalty: 5297.775391
	Iteration 34Q: 3 clusters Score -8075448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -8075477.500000 Penalty: 5297.775391
	Iteration 35Q: 3 clusters Score -8075478 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -8075497.000000 Penalty: 5297.775391
	Iteration 36Q: 3 clusters Score -8075497 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -8075522.000000 Penalty: 5297.775391
	Iteration 37Q: 3 clusters Score -8075522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -8075554.000000 Penalty: 5297.775391
	Iteration 38Q: 3 clusters Score -8075554 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -8075571.000000 Penalty: 5297.775391
	Iteration 39Q: 3 clusters Score -8075571 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -8075620.500000 Penalty: 5297.775391
	Iteration 40F: 3 clusters Score -8075620 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -8075659.000000 Penalty: 5297.775391
	Iteration 41Q: 3 clusters Score -8075659 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -8075675.000000 Penalty: 5297.775391
	Iteration 42Q: 3 clusters Score -8075675 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -8075688.000000 Penalty: 5297.775391
	Iteration 43Q: 3 clusters Score -8075688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -8075689.000000 Penalty: 5297.775391
	Iteration 44Q: 3 clusters Score -8075689 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -8075725.000000 Penalty: 5297.775391
	Iteration 45Q: 3 clusters Score -8075725 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -8075738.000000 Penalty: 5297.775391
	Iteration 46Q: 3 clusters Score -8075738 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -8075737.500000 Penalty: 5297.775391
	Iteration 47Q: 3 clusters Score -8075738 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -8075765.000000 Penalty: 5297.775391
	Iteration 48Q: 3 clusters Score -8075765 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -8075773.000000 Penalty: 5297.775391
	Iteration 49Q: 3 clusters Score -8075773 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -8075789.000000 Penalty: 5297.775391
	Iteration 50Q: 3 clusters Score -8075789 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -8075792.000000 Penalty: 5297.775391
	Iteration 51Q: 3 clusters Score -8075792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -8075808.000000 Penalty: 5297.775391
	Iteration 52Q: 3 clusters Score -8075808 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -8075819.000000 Penalty: 5297.775391
	Iteration 53Q: 3 clusters Score -8075819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -8075833.500000 Penalty: 5297.775391
	Iteration 54Q: 3 clusters Score -8075834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -8075843.000000 Penalty: 5297.775391
	Iteration 55Q: 3 clusters Score -8075843 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -8075872.000000 Penalty: 5297.775391
	Iteration 56Q: 3 clusters Score -8075872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -8075879.000000 Penalty: 5297.775391
	Iteration 57Q: 3 clusters Score -8075879 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -8075870.500000 Penalty: 5297.775391
	Iteration 58Q: 3 clusters Score -8075870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -8075882.000000 Penalty: 5297.775391
	Iteration 59Q: 3 clusters Score -8075882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -8075891.500000 Penalty: 5297.775391
	Iteration 60F: 3 clusters Score -8075892 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -8075904.000000 Penalty: 5297.775391
	Iteration 61Q: 3 clusters Score -8075904 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -8075931.500000 Penalty: 5297.775391
	Iteration 62Q: 3 clusters Score -8075932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -8075949.000000 Penalty: 5297.775391
	Iteration 63Q: 3 clusters Score -8075949 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -8075973.500000 Penalty: 5297.775391
	Iteration 64Q: 3 clusters Score -8075974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -8075998.500000 Penalty: 5297.775391
	Iteration 65Q: 3 clusters Score -8075998 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -8076010.000000 Penalty: 5297.775391
	Iteration 66Q: 3 clusters Score -8076010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -8076022.000000 Penalty: 5297.775391
	Iteration 67Q: 3 clusters Score -8076022 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -8076033.500000 Penalty: 5297.775391
	Iteration 68Q: 3 clusters Score -8076034 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -8076082.500000 Penalty: 5297.775391
	Iteration 69Q: 3 clusters Score -8076082 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -8076097.000000 Penalty: 5297.775391
	Iteration 70Q: 3 clusters Score -8076097 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -8076100.000000 Penalty: 5297.775391
	Iteration 71Q: 3 clusters Score -8076100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8076121.000000 Penalty: 5297.775391
	Iteration 72Q: 3 clusters Score -8076121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -8076128.500000 Penalty: 5297.775391
	Iteration 73Q: 3 clusters Score -8076128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -8076138.500000 Penalty: 5297.775391
	Iteration 74Q: 3 clusters Score -8076138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8076157.000000 Penalty: 5297.775391
	Iteration 75Q: 3 clusters Score -8076157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -8076174.000000 Penalty: 5297.775391
	Iteration 76Q: 3 clusters Score -8076174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -8076169.000000 Penalty: 5297.775391
	Iteration 77Q: 3 clusters Score -8076169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -8076170.500000 Penalty: 5297.775391
	Iteration 78Q: 3 clusters Score -8076170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -8076182.000000 Penalty: 5297.775391
	Iteration 79Q: 3 clusters Score -8076182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -8076182.500000 Penalty: 5297.775391
	Iteration 80F: 3 clusters Score -8076182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -8076182.000000 Penalty: 5297.775391
	Iteration 81Q: 3 clusters Score -8076182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8076188.500000 Penalty: 5297.775391
	Iteration 82Q: 3 clusters Score -8076188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -8076187.500000 Penalty: 5297.775391
	Iteration 83Q: 3 clusters Score -8076188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -8076195.000000 Penalty: 5297.775391
	Iteration 84Q: 3 clusters Score -8076195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -8076201.000000 Penalty: 5297.775391
	Iteration 85Q: 3 clusters Score -8076201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8076196.500000 Penalty: 5297.775391
	Iteration 86Q: 3 clusters Score -8076196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8076204.500000 Penalty: 5297.775391
	Iteration 87Q: 3 clusters Score -8076204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8076206.000000 Penalty: 5297.775391
	Iteration 88Q: 3 clusters Score -8076206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -8076211.000000 Penalty: 5297.775391
	Iteration 89Q: 3 clusters Score -8076211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -8076212.500000 Penalty: 5297.775391
	Iteration 90Q: 3 clusters Score -8076212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -8076213.000000 Penalty: 5297.775391
	Iteration 91Q: 3 clusters Score -8076213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -8076212.500000 Penalty: 5297.775391
	Iteration 92Q: 3 clusters Score -8076212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -8076212.500000 Penalty: 5297.775391
	Iteration 93F: 3 clusters Score -8076212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Entering Unmasked Estep 
Score: -10403438.000000 Penalty: 2710.283203
	Iteration 0F: 2 clusters Score -1.040344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -10373947.000000 Penalty: 5420.566406
	Iteration 0F: 3 clusters Score -1.037395e+07 nChanged 25884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -10388219.000000 Penalty: 5420.566406
	Iteration 1F: 3 clusters Score -1.038822e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -10388723.000000 Penalty: 5420.566406
	Iteration 2Q: 3 clusters Score -1.038872e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -10389199.000000 Penalty: 5420.566406
	Iteration 3Q: 3 clusters Score -1.03892e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -10389784.000000 Penalty: 5420.566406
	Iteration 4Q: 3 clusters Score -1.038978e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -10390711.000000 Penalty: 5420.566406
	Iteration 5Q: 3 clusters Score -1.039071e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -10392036.000000 Penalty: 5420.566406
	Iteration 6F: 3 clusters Score -1.039204e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -10394212.000000 Penalty: 5420.566406
	Iteration 7F: 3 clusters Score -1.039421e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -10396992.000000 Penalty: 5420.566406
	Iteration 8F: 3 clusters Score -1.039699e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -10398878.000000 Penalty: 5420.566406
	Iteration 9F: 3 clusters Score -1.039888e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -10399939.000000 Penalty: 5420.566406
	Iteration 10F: 3 clusters Score -1.039994e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -10400588.000000 Penalty: 5420.566406
	Iteration 11Q: 3 clusters Score -1.040059e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -10400934.000000 Penalty: 5420.566406
	Iteration 12Q: 3 clusters Score -1.040093e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -10401017.000000 Penalty: 5420.566406
	Iteration 13Q: 3 clusters Score -1.040102e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -10401108.000000 Penalty: 5420.566406
	Iteration 14Q: 3 clusters Score -1.040111e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -10401150.000000 Penalty: 5420.566406
	Iteration 15Q: 3 clusters Score -1.040115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -10401187.000000 Penalty: 5420.566406
	Iteration 16Q: 3 clusters Score -1.040119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -10401208.000000 Penalty: 5420.566406
	Iteration 17Q: 3 clusters Score -1.040121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -10401216.000000 Penalty: 5420.566406
	Iteration 18Q: 3 clusters Score -1.040122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -10401225.000000 Penalty: 5420.566406
	Iteration 19Q: 3 clusters Score -1.040122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -10401232.000000 Penalty: 5420.566406
	Iteration 20F: 3 clusters Score -1.040123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -10401233.000000 Penalty: 5420.566406
	Iteration 21Q: 3 clusters Score -1.040123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -10401251.000000 Penalty: 5420.566406
	Iteration 22Q: 3 clusters Score -1.040125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -10401246.000000 Penalty: 5420.566406
	Iteration 23Q: 3 clusters Score -1.040125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -10401256.000000 Penalty: 5420.566406
	Iteration 24Q: 3 clusters Score -1.040126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -10401253.000000 Penalty: 5420.566406
	Iteration 25Q: 3 clusters Score -1.040125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -10401258.000000 Penalty: 5420.566406
	Iteration 26Q: 3 clusters Score -1.040126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -10401258.000000 Penalty: 5420.566406
	Iteration 27F: 3 clusters Score -1.040126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Entering Unmasked Estep 
Score: -9336449.000000 Penalty: 2680.210449
	Iteration 0F: 2 clusters Score -9336449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -9308416.000000 Penalty: 5360.420898
	Iteration 0F: 3 clusters Score -9308416 nChanged 22751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -9320728.000000 Penalty: 5360.420898
	Iteration 1F: 3 clusters Score -9320728 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -9321394.000000 Penalty: 5360.420898
	Iteration 2Q: 3 clusters Score -9321394 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -9322027.000000 Penalty: 5360.420898
	Iteration 3Q: 3 clusters Score -9322027 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -9322739.000000 Penalty: 5360.420898
	Iteration 4Q: 3 clusters Score -9322739 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -9323698.000000 Penalty: 5360.420898
	Iteration 5Q: 3 clusters Score -9323698 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -9324893.000000 Penalty: 5360.420898
	Iteration 6Q: 3 clusters Score -9324893 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -9326590.000000 Penalty: 5360.420898
	Iteration 7F: 3 clusters Score -9326590 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -9328857.000000 Penalty: 5360.420898
	Iteration 8F: 3 clusters Score -9328857 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -9331083.000000 Penalty: 5360.420898
	Iteration 9F: 3 clusters Score -9331083 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -9332799.000000 Penalty: 5360.420898
	Iteration 10Q: 3 clusters Score -9332799 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -9333869.000000 Penalty: 5360.420898
	Iteration 11Q: 3 clusters Score -9333869 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -9334599.000000 Penalty: 5360.420898
	Iteration 12Q: 3 clusters Score -9334599 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -9335047.000000 Penalty: 5360.420898
	Iteration 13Q: 3 clusters Score -9335047 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -9335284.000000 Penalty: 5360.420898
	Iteration 14Q: 3 clusters Score -9335284 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -9335510.000000 Penalty: 5360.420898
	Iteration 15Q: 3 clusters Score -9335510 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -9335653.000000 Penalty: 5360.420898
	Iteration 16Q: 3 clusters Score -9335653 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -9335805.000000 Penalty: 5360.420898
	Iteration 17Q: 3 clusters Score -9335805 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -9335883.000000 Penalty: 5360.420898
	Iteration 18Q: 3 clusters Score -9335883 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -9335968.000000 Penalty: 5360.420898
	Iteration 19Q: 3 clusters Score -9335968 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -9336020.000000 Penalty: 5360.420898
	Iteration 20F: 3 clusters Score -9336020 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -9336047.000000 Penalty: 5360.420898
	Iteration 21Q: 3 clusters Score -9336047 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -9336073.000000 Penalty: 5360.420898
	Iteration 22Q: 3 clusters Score -9336073 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -9336081.000000 Penalty: 5360.420898
	Iteration 23Q: 3 clusters Score -9336081 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -9336074.000000 Penalty: 5360.420898
	Iteration 24Q: 3 clusters Score -9336074 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -9336057.000000 Penalty: 5360.420898
	Iteration 25Q: 3 clusters Score -9336057 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -9336059.000000 Penalty: 5360.420898
	Iteration 26Q: 3 clusters Score -9336059 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -9336047.000000 Penalty: 5360.420898
	Iteration 27Q: 3 clusters Score -9336047 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -9336033.000000 Penalty: 5360.420898
	Iteration 28Q: 3 clusters Score -9336033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -9336035.000000 Penalty: 5360.420898
	Iteration 29Q: 3 clusters Score -9336035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -9336049.000000 Penalty: 5360.420898
	Iteration 30Q: 3 clusters Score -9336049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -9336037.000000 Penalty: 5360.420898
	Iteration 31Q: 3 clusters Score -9336037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -9336024.000000 Penalty: 5360.420898
	Iteration 32Q: 3 clusters Score -9336024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -9336008.000000 Penalty: 5360.420898
	Iteration 33Q: 3 clusters Score -9336008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -9336007.000000 Penalty: 5360.420898
	Iteration 34Q: 3 clusters Score -9336007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -9336009.000000 Penalty: 5360.420898
	Iteration 35Q: 3 clusters Score -9336009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -9335986.000000 Penalty: 5360.420898
	Iteration 36Q: 3 clusters Score -9335986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -9336002.000000 Penalty: 5360.420898
	Iteration 37Q: 3 clusters Score -9336002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -9336004.000000 Penalty: 5360.420898
	Iteration 38Q: 3 clusters Score -9336004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -9336009.000000 Penalty: 5360.420898
	Iteration 39Q: 3 clusters Score -9336009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -9336005.000000 Penalty: 5360.420898
	Iteration 40F: 3 clusters Score -9336005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -9336003.000000 Penalty: 5360.420898
	Iteration 41Q: 3 clusters Score -9336003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -9336005.000000 Penalty: 5360.420898
	Iteration 42Q: 3 clusters Score -9336005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -9336002.000000 Penalty: 5360.420898
	Iteration 43Q: 3 clusters Score -9336002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -9335981.000000 Penalty: 5360.420898
	Iteration 44Q: 3 clusters Score -9335981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -9335974.000000 Penalty: 5360.420898
	Iteration 45Q: 3 clusters Score -9335974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -9335954.000000 Penalty: 5360.420898
	Iteration 46Q: 3 clusters Score -9335954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -9335973.000000 Penalty: 5360.420898
	Iteration 47Q: 3 clusters Score -9335973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -9335972.000000 Penalty: 5360.420898
	Iteration 48Q: 3 clusters Score -9335972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -9335958.000000 Penalty: 5360.420898
	Iteration 49Q: 3 clusters Score -9335958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -9335937.000000 Penalty: 5360.420898
	Iteration 50Q: 3 clusters Score -9335937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -9335953.000000 Penalty: 5360.420898
	Iteration 51Q: 3 clusters Score -9335953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -9335960.000000 Penalty: 5360.420898
	Iteration 52Q: 3 clusters Score -9335960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -9335956.000000 Penalty: 5360.420898
	Iteration 53Q: 3 clusters Score -9335956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -9335951.000000 Penalty: 5360.420898
	Iteration 54Q: 3 clusters Score -9335951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -9335937.000000 Penalty: 5360.420898
	Iteration 55Q: 3 clusters Score -9335937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -9335933.000000 Penalty: 5360.420898
	Iteration 56Q: 3 clusters Score -9335933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -9335935.000000 Penalty: 5360.420898
	Iteration 57Q: 3 clusters Score -9335935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -9335928.000000 Penalty: 5360.420898
	Iteration 58Q: 3 clusters Score -9335928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -9335915.000000 Penalty: 5360.420898
	Iteration 59Q: 3 clusters Score -9335915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -9335907.000000 Penalty: 5360.420898
	Iteration 60F: 3 clusters Score -9335907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -9335883.000000 Penalty: 5360.420898
	Iteration 61Q: 3 clusters Score -9335883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -9335887.000000 Penalty: 5360.420898
	Iteration 62Q: 3 clusters Score -9335887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -9335882.000000 Penalty: 5360.420898
	Iteration 63Q: 3 clusters Score -9335882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -9335896.000000 Penalty: 5360.420898
	Iteration 64Q: 3 clusters Score -9335896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -9335894.000000 Penalty: 5360.420898
	Iteration 65Q: 3 clusters Score -9335894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -9335899.000000 Penalty: 5360.420898
	Iteration 66Q: 3 clusters Score -9335899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -9335897.000000 Penalty: 5360.420898
	Iteration 67Q: 3 clusters Score -9335897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -9335900.000000 Penalty: 5360.420898
	Iteration 68Q: 3 clusters Score -9335900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -9335894.000000 Penalty: 5360.420898
	Iteration 69Q: 3 clusters Score -9335894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -9335893.000000 Penalty: 5360.420898
	Iteration 70Q: 3 clusters Score -9335893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -9335893.000000 Penalty: 5360.420898
	Iteration 71Q: 3 clusters Score -9335893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -9335892.000000 Penalty: 5360.420898
	Iteration 72Q: 3 clusters Score -9335892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -9335896.000000 Penalty: 5360.420898
	Iteration 73Q: 3 clusters Score -9335896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -9335890.000000 Penalty: 5360.420898
	Iteration 74Q: 3 clusters Score -9335890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -9335898.000000 Penalty: 5360.420898
	Iteration 75Q: 3 clusters Score -9335898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -9335897.000000 Penalty: 5360.420898
	Iteration 76Q: 3 clusters Score -9335897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -9335899.000000 Penalty: 5360.420898
	Iteration 77Q: 3 clusters Score -9335899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -9335900.000000 Penalty: 5360.420898
	Iteration 78Q: 3 clusters Score -9335900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -9335900.000000 Penalty: 5360.420898
	Iteration 79F: 3 clusters Score -9335900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -221404.296875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -221404.3 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 698 members 
Entering Unmasked Estep 
Score: -219232.781250 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -219232.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -219672.140625 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -219672.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -219859.046875 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -219859 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -220038.406250 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -220038.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -220195.390625 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -220195.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -220386.812500 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -220386.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -220527.406250 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -220527.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -220655.453125 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -220655.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -220747.796875 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -220747.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -220828.171875 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -220828.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -220901.828125 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -220901.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -220957.515625 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -220957.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -220987.421875 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -220987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -221002.531250 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -221002.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -221021.109375 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -221021.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -221044.750000 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -221044.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -221072.484375 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -221072.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -221084.421875 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -221084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -221092.703125 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -221092.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -221111.296875 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -221111.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -221135.812500 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -221135.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -221162.390625 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -221162.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -221200.140625 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -221200.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -221248.640625 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -221248.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -221290.125000 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -221290.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -221328.250000 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -221328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -221348.015625 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -221348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -221367.781250 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -221367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -221377.609375 Penalty: 3579.852051
	Iteration 28Q: 3 clusters Score -221377.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -221397.593750 Penalty: 3579.852051
	Iteration 29Q: 3 clusters Score -221397.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -221415.343750 Penalty: 3579.852051
	Iteration 30Q: 3 clusters Score -221415.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -221429.953125 Penalty: 3579.852051
	Iteration 31Q: 3 clusters Score -221430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -221448.390625 Penalty: 3579.852051
	Iteration 32Q: 3 clusters Score -221448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -221461.359375 Penalty: 3579.852051
	Iteration 33Q: 3 clusters Score -221461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -221465.812500 Penalty: 3579.852051
	Iteration 34Q: 3 clusters Score -221465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221467.546875 Penalty: 3579.852051
	Iteration 35Q: 3 clusters Score -221467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -221475.750000 Penalty: 3579.852051
	Iteration 36Q: 3 clusters Score -221475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -221484.843750 Penalty: 3579.852051
	Iteration 37Q: 3 clusters Score -221484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -221487.156250 Penalty: 3579.852051
	Iteration 38Q: 3 clusters Score -221487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -221487.156250 Penalty: 3579.852051
	Iteration 39F: 3 clusters Score -221487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31793 members 
Mstep: Class 3 contains 45309 members 
Mstep: Class 4 contains 46451 members 
Mstep: Class 5 contains 15022 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45634 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46462 members 
Mstep: Class 10 contains 49529 members 
Mstep: Class 11 contains 49478 members 
Mstep: Class 12 contains 43521 members 
Mstep: Class 13 contains 55746 members 
Mstep: Class 14 contains 49380 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2657 members 
Mstep: Class 20 contains 48024 members 
Mstep: Class 21 contains 48418 members 
Mstep: Class 22 contains 1055 members 
Entering Unmasked Estep 
Score: -106667120.000000 Penalty: 72451.218750
Splitting cluster 15 changes total score from -106668336.000000 to -106667120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -132150.468750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -132150.5 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: -130406.492188 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -130406.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -131013.015625 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -131013 nChanged 101
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: -131345.343750 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131345.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -131557.218750 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -131557.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -131716.937500 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -131716.9 nChanged 34
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: -131842.937500 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -131842.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -131932.156250 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -131932.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131990.421875 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -131990.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -132071.562500 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -132071.6 nChanged 22
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: -132122.640625 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -132122.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -132178.390625 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -132178.4 nChanged 14
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: -132213.171875 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -132213.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -132225.140625 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -132225.1 nChanged 3
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: -132233.812500 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -132233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -132241.343750 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -132241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -132250.296875 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -132250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -132267.125000 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -132267.1 nChanged 2
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: -132278.921875 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -132278.9 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: -132292.484375 Penalty: 3395.556396
	Iteration 18Q: 3 clusters Score -132292.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132317.703125 Penalty: 3395.556396
	Iteration 19Q: 3 clusters Score -132317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -132332.171875 Penalty: 3395.556396
	Iteration 20F: 3 clusters Score -132332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -132372.890625 Penalty: 3395.556396
	Iteration 21Q: 3 clusters Score -132372.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132390.937500 Penalty: 3395.556396
	Iteration 22Q: 3 clusters Score -132390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132422.093750 Penalty: 3395.556396
	Iteration 23Q: 3 clusters Score -132422.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132434.671875 Penalty: 3395.556396
	Iteration 24Q: 3 clusters Score -132434.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -132449.078125 Penalty: 3395.556396
	Iteration 25Q: 3 clusters Score -132449.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -132460.421875 Penalty: 3395.556396
	Iteration 26Q: 3 clusters Score -132460.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -132468.859375 Penalty: 3395.556396
	Iteration 27Q: 3 clusters Score -132468.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132482.593750 Penalty: 3395.556396
	Iteration 28Q: 3 clusters Score -132482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132488.406250 Penalty: 3395.556396
	Iteration 29Q: 3 clusters Score -132488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132490.296875 Penalty: 3395.556396
	Iteration 30Q: 3 clusters Score -132490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132491.062500 Penalty: 3395.556396
	Iteration 31Q: 3 clusters Score -132491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -132498.390625 Penalty: 3395.556396
	Iteration 32Q: 3 clusters Score -132498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -132503.125000 Penalty: 3395.556396
	Iteration 33Q: 3 clusters Score -132503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -132503.125000 Penalty: 3395.556396
	Iteration 34F: 3 clusters Score -132503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31793 members 
Mstep: Class 3 contains 45309 members 
Mstep: Class 4 contains 46451 members 
Mstep: Class 5 contains 15022 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45634 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46462 members 
Mstep: Class 10 contains 49529 members 
Mstep: Class 11 contains 49478 members 
Mstep: Class 12 contains 43521 members 
Mstep: Class 13 contains 55746 members 
Mstep: Class 14 contains 49380 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2657 members 
Mstep: Class 20 contains 48024 members 
Mstep: Class 21 contains 48418 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
Score: -106667168.000000 Penalty: 72451.218750
Splitting cluster 16 changes total score from -106668336.000000 to -106667168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -60776.386719 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -60776.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59475.121094 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -59475.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59658.148438 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -59658.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59746.011719 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -59746.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -59818.328125 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -59818.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -59827.359375 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -59827.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -59827.359375 Penalty: 2948.928711
	Iteration 5F: 3 clusters Score -59827.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -406697.812500 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -406697.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -403865.281250 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -403865.3 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -404482.625000 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -404482.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -404794.937500 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -404794.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -405064.031250 Penalty: 3849.403076
	Iteration 3F: 3 clusters Score -405064 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -405265.187500 Penalty: 3849.403076
	Iteration 4F: 3 clusters Score -405265.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -405392.062500 Penalty: 3849.403076
	Iteration 5F: 3 clusters Score -405392.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -405498.875000 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -405498.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -405598.968750 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -405599 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -405688.375000 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -405688.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -405777.031250 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -405777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -405852.843750 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -405852.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -405896.000000 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -405896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -405942.437500 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -405942.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -405994.468750 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -405994.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -406034.437500 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -406034.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -406061.468750 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -406061.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -406077.687500 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -406077.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -406088.375000 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -406088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -406095.968750 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -406096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -406101.437500 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -406101.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -406106.625000 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -406106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -406110.562500 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -406110.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -406115.531250 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -406115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -406116.468750 Penalty: 3849.403076
	Iteration 23Q: 3 clusters Score -406116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -406117.437500 Penalty: 3849.403076
	Iteration 24Q: 3 clusters Score -406117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -406119.125000 Penalty: 3849.403076
	Iteration 25Q: 3 clusters Score -406119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -406119.125000 Penalty: 3849.403076
	Iteration 26F: 3 clusters Score -406119.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -494871.687500 Penalty: 1955.468384
	Iteration 0F: 2 clusters Score -494871.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -491814.593750 Penalty: 3910.936768
	Iteration 0F: 3 clusters Score -491814.6 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -492423.125000 Penalty: 3910.936768
	Iteration 1F: 3 clusters Score -492423.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -492594.281250 Penalty: 3910.936768
	Iteration 2F: 3 clusters Score -492594.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -492677.343750 Penalty: 3910.936768
	Iteration 3Q: 3 clusters Score -492677.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -492738.562500 Penalty: 3910.936768
	Iteration 4Q: 3 clusters Score -492738.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -492788.875000 Penalty: 3910.936768
	Iteration 5Q: 3 clusters Score -492788.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -492841.843750 Penalty: 3910.936768
	Iteration 6Q: 3 clusters Score -492841.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -492882.593750 Penalty: 3910.936768
	Iteration 7Q: 3 clusters Score -492882.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -492918.656250 Penalty: 3910.936768
	Iteration 8Q: 3 clusters Score -492918.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -492941.468750 Penalty: 3910.936768
	Iteration 9Q: 3 clusters Score -492941.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -492970.843750 Penalty: 3910.936768
	Iteration 10Q: 3 clusters Score -492970.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -493003.500000 Penalty: 3910.936768
	Iteration 11Q: 3 clusters Score -493003.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -493028.125000 Penalty: 3910.936768
	Iteration 12Q: 3 clusters Score -493028.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -493046.125000 Penalty: 3910.936768
	Iteration 13Q: 3 clusters Score -493046.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -493066.218750 Penalty: 3910.936768
	Iteration 14Q: 3 clusters Score -493066.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -493078.968750 Penalty: 3910.936768
	Iteration 15Q: 3 clusters Score -493079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -493091.093750 Penalty: 3910.936768
	Iteration 16Q: 3 clusters Score -493091.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -493100.656250 Penalty: 3910.936768
	Iteration 17Q: 3 clusters Score -493100.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -493106.937500 Penalty: 3910.936768
	Iteration 18Q: 3 clusters Score -493106.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -493112.937500 Penalty: 3910.936768
	Iteration 19Q: 3 clusters Score -493112.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -493116.281250 Penalty: 3910.936768
	Iteration 20F: 3 clusters Score -493116.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -493118.281250 Penalty: 3910.936768
	Iteration 21Q: 3 clusters Score -493118.3 nChanged 4
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: -493120.625000 Penalty: 3910.936768
	Iteration 22Q: 3 clusters Score -493120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -493121.937500 Penalty: 3910.936768
	Iteration 23Q: 3 clusters Score -493121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -493124.812500 Penalty: 3910.936768
	Iteration 24Q: 3 clusters Score -493124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -493127.062500 Penalty: 3910.936768
	Iteration 25Q: 3 clusters Score -493127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -493128.062500 Penalty: 3910.936768
	Iteration 26Q: 3 clusters Score -493128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -493130.375000 Penalty: 3910.936768
	Iteration 27Q: 3 clusters Score -493130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -493135.531250 Penalty: 3910.936768
	Iteration 28Q: 3 clusters Score -493135.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -493140.281250 Penalty: 3910.936768
	Iteration 29Q: 3 clusters Score -493140.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -493143.937500 Penalty: 3910.936768
	Iteration 30Q: 3 clusters Score -493143.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -493150.281250 Penalty: 3910.936768
	Iteration 31Q: 3 clusters Score -493150.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -493155.250000 Penalty: 3910.936768
	Iteration 32Q: 3 clusters Score -493155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -493159.750000 Penalty: 3910.936768
	Iteration 33Q: 3 clusters Score -493159.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -493164.375000 Penalty: 3910.936768
	Iteration 34Q: 3 clusters Score -493164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -493168.437500 Penalty: 3910.936768
	Iteration 35Q: 3 clusters Score -493168.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -493173.812500 Penalty: 3910.936768
	Iteration 36Q: 3 clusters Score -493173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -493175.968750 Penalty: 3910.936768
	Iteration 37Q: 3 clusters Score -493176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -493177.562500 Penalty: 3910.936768
	Iteration 38Q: 3 clusters Score -493177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -493179.093750 Penalty: 3910.936768
	Iteration 39Q: 3 clusters Score -493179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -493180.625000 Penalty: 3910.936768
	Iteration 40F: 3 clusters Score -493180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -493181.156250 Penalty: 3910.936768
	Iteration 41Q: 3 clusters Score -493181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -493181.156250 Penalty: 3910.936768
	Iteration 42F: 3 clusters Score -493181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Entering Unmasked Estep 
Score: -8904143.000000 Penalty: 2673.305176
	Iteration 0F: 2 clusters Score -8904143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -8874432.000000 Penalty: 5346.610352
	Iteration 0F: 3 clusters Score -8874432 nChanged 22181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -8886782.000000 Penalty: 5346.610352
	Iteration 1F: 3 clusters Score -8886782 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -8887650.000000 Penalty: 5346.610352
	Iteration 2Q: 3 clusters Score -8887650 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -8888567.000000 Penalty: 5346.610352
	Iteration 3Q: 3 clusters Score -8888567 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -8889574.000000 Penalty: 5346.610352
	Iteration 4Q: 3 clusters Score -8889574 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -8890714.000000 Penalty: 5346.610352
	Iteration 5Q: 3 clusters Score -8890714 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -8891915.000000 Penalty: 5346.610352
	Iteration 6Q: 3 clusters Score -8891915 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -8893387.000000 Penalty: 5346.610352
	Iteration 7F: 3 clusters Score -8893387 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -8895070.000000 Penalty: 5346.610352
	Iteration 8F: 3 clusters Score -8895070 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -8896620.000000 Penalty: 5346.610352
	Iteration 9F: 3 clusters Score -8896620 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -8897856.000000 Penalty: 5346.610352
	Iteration 10Q: 3 clusters Score -8897856 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -8898580.000000 Penalty: 5346.610352
	Iteration 11Q: 3 clusters Score -8898580 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -8898817.000000 Penalty: 5346.610352
	Iteration 12Q: 3 clusters Score -8898817 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -8898950.000000 Penalty: 5346.610352
	Iteration 13Q: 3 clusters Score -8898950 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -8899063.000000 Penalty: 5346.610352
	Iteration 14Q: 3 clusters Score -8899063 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -8899122.000000 Penalty: 5346.610352
	Iteration 15Q: 3 clusters Score -8899122 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -8899183.000000 Penalty: 5346.610352
	Iteration 16Q: 3 clusters Score -8899183 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -8899261.000000 Penalty: 5346.610352
	Iteration 17Q: 3 clusters Score -8899261 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -8899351.000000 Penalty: 5346.610352
	Iteration 18Q: 3 clusters Score -8899351 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -8899464.000000 Penalty: 5346.610352
	Iteration 19Q: 3 clusters Score -8899464 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -8899604.000000 Penalty: 5346.610352
	Iteration 20F: 3 clusters Score -8899604 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -8899730.000000 Penalty: 5346.610352
	Iteration 21Q: 3 clusters Score -8899730 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -8899860.000000 Penalty: 5346.610352
	Iteration 22Q: 3 clusters Score -8899860 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -8900019.000000 Penalty: 5346.610352
	Iteration 23Q: 3 clusters Score -8900019 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -8900221.000000 Penalty: 5346.610352
	Iteration 24Q: 3 clusters Score -8900221 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -8900393.000000 Penalty: 5346.610352
	Iteration 25Q: 3 clusters Score -8900393 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -8900532.000000 Penalty: 5346.610352
	Iteration 26Q: 3 clusters Score -8900532 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -8900703.000000 Penalty: 5346.610352
	Iteration 27Q: 3 clusters Score -8900703 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -8900869.000000 Penalty: 5346.610352
	Iteration 28Q: 3 clusters Score -8900869 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -8901000.000000 Penalty: 5346.610352
	Iteration 29Q: 3 clusters Score -8901000 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -8901116.000000 Penalty: 5346.610352
	Iteration 30Q: 3 clusters Score -8901116 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -8901203.000000 Penalty: 5346.610352
	Iteration 31Q: 3 clusters Score -8901203 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -8901308.000000 Penalty: 5346.610352
	Iteration 32Q: 3 clusters Score -8901308 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -8901404.000000 Penalty: 5346.610352
	Iteration 33Q: 3 clusters Score -8901404 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -8901500.000000 Penalty: 5346.610352
	Iteration 34Q: 3 clusters Score -8901500 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -8901591.000000 Penalty: 5346.610352
	Iteration 35Q: 3 clusters Score -8901591 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -8901691.000000 Penalty: 5346.610352
	Iteration 36Q: 3 clusters Score -8901691 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -8901745.000000 Penalty: 5346.610352
	Iteration 37Q: 3 clusters Score -8901745 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -8901825.000000 Penalty: 5346.610352
	Iteration 38Q: 3 clusters Score -8901825 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -8901904.000000 Penalty: 5346.610352
	Iteration 39Q: 3 clusters Score -8901904 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -8901979.000000 Penalty: 5346.610352
	Iteration 40F: 3 clusters Score -8901979 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -8902003.000000 Penalty: 5346.610352
	Iteration 41Q: 3 clusters Score -8902003 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -8902066.000000 Penalty: 5346.610352
	Iteration 42Q: 3 clusters Score -8902066 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -8902137.000000 Penalty: 5346.610352
	Iteration 43Q: 3 clusters Score -8902137 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -8902178.000000 Penalty: 5346.610352
	Iteration 44Q: 3 clusters Score -8902178 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -8902278.000000 Penalty: 5346.610352
	Iteration 45Q: 3 clusters Score -8902278 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -8902340.000000 Penalty: 5346.610352
	Iteration 46Q: 3 clusters Score -8902340 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -8902430.000000 Penalty: 5346.610352
	Iteration 47Q: 3 clusters Score -8902430 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -8902478.000000 Penalty: 5346.610352
	Iteration 48Q: 3 clusters Score -8902478 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -8902522.000000 Penalty: 5346.610352
	Iteration 49Q: 3 clusters Score -8902522 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -8902597.000000 Penalty: 5346.610352
	Iteration 50Q: 3 clusters Score -8902597 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -8902656.000000 Penalty: 5346.610352
	Iteration 51Q: 3 clusters Score -8902656 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -8902766.000000 Penalty: 5346.610352
	Iteration 52Q: 3 clusters Score -8902766 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -8902851.000000 Penalty: 5346.610352
	Iteration 53Q: 3 clusters Score -8902851 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -8902893.000000 Penalty: 5346.610352
	Iteration 54Q: 3 clusters Score -8902893 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -8902982.000000 Penalty: 5346.610352
	Iteration 55Q: 3 clusters Score -8902982 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -8903086.000000 Penalty: 5346.610352
	Iteration 56Q: 3 clusters Score -8903086 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -8903155.000000 Penalty: 5346.610352
	Iteration 57Q: 3 clusters Score -8903155 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -8903234.000000 Penalty: 5346.610352
	Iteration 58Q: 3 clusters Score -8903234 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -8903252.000000 Penalty: 5346.610352
	Iteration 59Q: 3 clusters Score -8903252 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -8903299.000000 Penalty: 5346.610352
	Iteration 60F: 3 clusters Score -8903299 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -8903397.000000 Penalty: 5346.610352
	Iteration 61Q: 3 clusters Score -8903397 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -8903452.000000 Penalty: 5346.610352
	Iteration 62Q: 3 clusters Score -8903452 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -8903539.000000 Penalty: 5346.610352
	Iteration 63Q: 3 clusters Score -8903539 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -8903609.000000 Penalty: 5346.610352
	Iteration 64Q: 3 clusters Score -8903609 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -8903672.000000 Penalty: 5346.610352
	Iteration 65Q: 3 clusters Score -8903672 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -8903709.000000 Penalty: 5346.610352
	Iteration 66Q: 3 clusters Score -8903709 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -8903733.000000 Penalty: 5346.610352
	Iteration 67Q: 3 clusters Score -8903733 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -8903757.000000 Penalty: 5346.610352
	Iteration 68Q: 3 clusters Score -8903757 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -8903836.000000 Penalty: 5346.610352
	Iteration 69Q: 3 clusters Score -8903836 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -8903890.000000 Penalty: 5346.610352
	Iteration 70Q: 3 clusters Score -8903890 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -8903896.000000 Penalty: 5346.610352
	Iteration 71Q: 3 clusters Score -8903896 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -8903933.000000 Penalty: 5346.610352
	Iteration 72Q: 3 clusters Score -8903933 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -8903909.000000 Penalty: 5346.610352
	Iteration 73Q: 3 clusters Score -8903909 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -8903891.000000 Penalty: 5346.610352
	Iteration 74Q: 3 clusters Score -8903891 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -8903898.000000 Penalty: 5346.610352
	Iteration 75Q: 3 clusters Score -8903898 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -8903868.000000 Penalty: 5346.610352
	Iteration 76Q: 3 clusters Score -8903868 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -8903843.000000 Penalty: 5346.610352
	Iteration 77Q: 3 clusters Score -8903843 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -8903832.000000 Penalty: 5346.610352
	Iteration 78Q: 3 clusters Score -8903832 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -8903817.000000 Penalty: 5346.610352
	Iteration 79Q: 3 clusters Score -8903817 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -8903776.000000 Penalty: 5346.610352
	Iteration 80F: 3 clusters Score -8903776 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -8903749.000000 Penalty: 5346.610352
	Iteration 81Q: 3 clusters Score -8903749 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8903750.000000 Penalty: 5346.610352
	Iteration 82Q: 3 clusters Score -8903750 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -8903730.000000 Penalty: 5346.610352
	Iteration 83Q: 3 clusters Score -8903730 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -8903721.000000 Penalty: 5346.610352
	Iteration 84Q: 3 clusters Score -8903721 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8903662.000000 Penalty: 5346.610352
	Iteration 85Q: 3 clusters Score -8903662 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8903642.000000 Penalty: 5346.610352
	Iteration 86Q: 3 clusters Score -8903642 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8903587.000000 Penalty: 5346.610352
	Iteration 87Q: 3 clusters Score -8903587 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8903558.000000 Penalty: 5346.610352
	Iteration 88Q: 3 clusters Score -8903558 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8903506.000000 Penalty: 5346.610352
	Iteration 89Q: 3 clusters Score -8903506 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8903464.000000 Penalty: 5346.610352
	Iteration 90Q: 3 clusters Score -8903464 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8903431.000000 Penalty: 5346.610352
	Iteration 91Q: 3 clusters Score -8903431 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8903396.000000 Penalty: 5346.610352
	Iteration 92Q: 3 clusters Score -8903396 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8903336.000000 Penalty: 5346.610352
	Iteration 93Q: 3 clusters Score -8903336 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8903277.000000 Penalty: 5346.610352
	Iteration 94Q: 3 clusters Score -8903277 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8903260.000000 Penalty: 5346.610352
	Iteration 95Q: 3 clusters Score -8903260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8903230.000000 Penalty: 5346.610352
	Iteration 96Q: 3 clusters Score -8903230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8903183.000000 Penalty: 5346.610352
	Iteration 97Q: 3 clusters Score -8903183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8903172.000000 Penalty: 5346.610352
	Iteration 98Q: 3 clusters Score -8903172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8903139.000000 Penalty: 5346.610352
	Iteration 99Q: 3 clusters Score -8903139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8903136.000000 Penalty: 5346.610352
	Iteration 100F: 3 clusters Score -8903136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8903107.000000 Penalty: 5346.610352
	Iteration 101Q: 3 clusters Score -8903107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8903093.000000 Penalty: 5346.610352
	Iteration 102Q: 3 clusters Score -8903093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8903087.000000 Penalty: 5346.610352
	Iteration 103Q: 3 clusters Score -8903087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8903079.000000 Penalty: 5346.610352
	Iteration 104Q: 3 clusters Score -8903079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8903068.000000 Penalty: 5346.610352
	Iteration 105Q: 3 clusters Score -8903068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8903084.000000 Penalty: 5346.610352
	Iteration 106Q: 3 clusters Score -8903084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8903071.000000 Penalty: 5346.610352
	Iteration 107Q: 3 clusters Score -8903071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8903066.000000 Penalty: 5346.610352
	Iteration 108Q: 3 clusters Score -8903066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8903049.000000 Penalty: 5346.610352
	Iteration 109Q: 3 clusters Score -8903049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8903050.000000 Penalty: 5346.610352
	Iteration 110Q: 3 clusters Score -8903050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8903054.000000 Penalty: 5346.610352
	Iteration 111Q: 3 clusters Score -8903054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8903040.000000 Penalty: 5346.610352
	Iteration 112Q: 3 clusters Score -8903040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8903042.000000 Penalty: 5346.610352
	Iteration 113Q: 3 clusters Score -8903042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8903043.000000 Penalty: 5346.610352
	Iteration 114Q: 3 clusters Score -8903043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8903042.000000 Penalty: 5346.610352
	Iteration 115Q: 3 clusters Score -8903042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8903033.000000 Penalty: 5346.610352
	Iteration 116Q: 3 clusters Score -8903033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8903024.000000 Penalty: 5346.610352
	Iteration 117Q: 3 clusters Score -8903024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8903025.000000 Penalty: 5346.610352
	Iteration 118Q: 3 clusters Score -8903025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8903027.000000 Penalty: 5346.610352
	Iteration 119Q: 3 clusters Score -8903027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8903024.000000 Penalty: 5346.610352
	Iteration 120F: 3 clusters Score -8903024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8903021.000000 Penalty: 5346.610352
	Iteration 121Q: 3 clusters Score -8903021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8903011.000000 Penalty: 5346.610352
	Iteration 122Q: 3 clusters Score -8903011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8903016.000000 Penalty: 5346.610352
	Iteration 123Q: 3 clusters Score -8903016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8903013.000000 Penalty: 5346.610352
	Iteration 124Q: 3 clusters Score -8903013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8903020.000000 Penalty: 5346.610352
	Iteration 125Q: 3 clusters Score -8903020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8903007.000000 Penalty: 5346.610352
	Iteration 126Q: 3 clusters Score -8903007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8903010.000000 Penalty: 5346.610352
	Iteration 127Q: 3 clusters Score -8903010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8903012.000000 Penalty: 5346.610352
	Iteration 128Q: 3 clusters Score -8903012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8903021.000000 Penalty: 5346.610352
	Iteration 129Q: 3 clusters Score -8903021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8903013.000000 Penalty: 5346.610352
	Iteration 130Q: 3 clusters Score -8903013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8903010.000000 Penalty: 5346.610352
	Iteration 131Q: 3 clusters Score -8903010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8902999.000000 Penalty: 5346.610352
	Iteration 132Q: 3 clusters Score -8902999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8903000.000000 Penalty: 5346.610352
	Iteration 133Q: 3 clusters Score -8903000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8902992.000000 Penalty: 5346.610352
	Iteration 134Q: 3 clusters Score -8902992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8903003.000000 Penalty: 5346.610352
	Iteration 135Q: 3 clusters Score -8903003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8903003.000000 Penalty: 5346.610352
	Iteration 136F: 3 clusters Score -8903003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Entering Unmasked Estep 
Score: -8993425.000000 Penalty: 2675.331543
	Iteration 0F: 2 clusters Score -8993425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -8964104.000000 Penalty: 5350.663086
	Iteration 0F: 3 clusters Score -8964104 nChanged 22299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -8976484.000000 Penalty: 5350.663086
	Iteration 1F: 3 clusters Score -8976484 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -8977110.000000 Penalty: 5350.663086
	Iteration 2Q: 3 clusters Score -8977110 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -8977867.000000 Penalty: 5350.663086
	Iteration 3Q: 3 clusters Score -8977867 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -8978800.000000 Penalty: 5350.663086
	Iteration 4Q: 3 clusters Score -8978800 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -8980122.000000 Penalty: 5350.663086
	Iteration 5Q: 3 clusters Score -8980122 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -8981895.000000 Penalty: 5350.663086
	Iteration 6F: 3 clusters Score -8981895 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -8983982.000000 Penalty: 5350.663086
	Iteration 7F: 3 clusters Score -8983982 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -8986227.000000 Penalty: 5350.663086
	Iteration 8F: 3 clusters Score -8986227 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -8988298.000000 Penalty: 5350.663086
	Iteration 9F: 3 clusters Score -8988298 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -8989901.000000 Penalty: 5350.663086
	Iteration 10F: 3 clusters Score -8989901 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -8990837.000000 Penalty: 5350.663086
	Iteration 11Q: 3 clusters Score -8990837 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -8991329.000000 Penalty: 5350.663086
	Iteration 12Q: 3 clusters Score -8991329 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -8991612.000000 Penalty: 5350.663086
	Iteration 13Q: 3 clusters Score -8991612 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -8991843.000000 Penalty: 5350.663086
	Iteration 14Q: 3 clusters Score -8991843 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -8992024.000000 Penalty: 5350.663086
	Iteration 15Q: 3 clusters Score -8992024 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -8992182.000000 Penalty: 5350.663086
	Iteration 16Q: 3 clusters Score -8992182 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -8992395.000000 Penalty: 5350.663086
	Iteration 17Q: 3 clusters Score -8992395 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -8992497.000000 Penalty: 5350.663086
	Iteration 18Q: 3 clusters Score -8992497 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -8992574.000000 Penalty: 5350.663086
	Iteration 19Q: 3 clusters Score -8992574 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -8992624.000000 Penalty: 5350.663086
	Iteration 20F: 3 clusters Score -8992624 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -8992693.000000 Penalty: 5350.663086
	Iteration 21Q: 3 clusters Score -8992693 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -8992697.000000 Penalty: 5350.663086
	Iteration 22Q: 3 clusters Score -8992697 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -8992696.000000 Penalty: 5350.663086
	Iteration 23Q: 3 clusters Score -8992696 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -8992699.000000 Penalty: 5350.663086
	Iteration 24Q: 3 clusters Score -8992699 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -8992711.000000 Penalty: 5350.663086
	Iteration 25Q: 3 clusters Score -8992711 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8992742.000000 Penalty: 5350.663086
	Iteration 26Q: 3 clusters Score -8992742 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -8992743.000000 Penalty: 5350.663086
	Iteration 27Q: 3 clusters Score -8992743 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -8992771.000000 Penalty: 5350.663086
	Iteration 28Q: 3 clusters Score -8992771 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -8992796.000000 Penalty: 5350.663086
	Iteration 29Q: 3 clusters Score -8992796 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -8992819.000000 Penalty: 5350.663086
	Iteration 30Q: 3 clusters Score -8992819 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -8992819.000000 Penalty: 5350.663086
	Iteration 31Q: 3 clusters Score -8992819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -8992811.000000 Penalty: 5350.663086
	Iteration 32Q: 3 clusters Score -8992811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -8992838.000000 Penalty: 5350.663086
	Iteration 33Q: 3 clusters Score -8992838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -8992835.000000 Penalty: 5350.663086
	Iteration 34Q: 3 clusters Score -8992835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -8992839.000000 Penalty: 5350.663086
	Iteration 35Q: 3 clusters Score -8992839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -8992852.000000 Penalty: 5350.663086
	Iteration 36Q: 3 clusters Score -8992852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -8992855.000000 Penalty: 5350.663086
	Iteration 37Q: 3 clusters Score -8992855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -8992863.000000 Penalty: 5350.663086
	Iteration 38Q: 3 clusters Score -8992863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -8992865.000000 Penalty: 5350.663086
	Iteration 39Q: 3 clusters Score -8992865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -8992868.000000 Penalty: 5350.663086
	Iteration 40F: 3 clusters Score -8992868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -8992869.000000 Penalty: 5350.663086
	Iteration 41Q: 3 clusters Score -8992869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -8992864.000000 Penalty: 5350.663086
	Iteration 42Q: 3 clusters Score -8992864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -8992868.000000 Penalty: 5350.663086
	Iteration 43Q: 3 clusters Score -8992868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -8992863.000000 Penalty: 5350.663086
	Iteration 44Q: 3 clusters Score -8992863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -8992869.000000 Penalty: 5350.663086
	Iteration 45Q: 3 clusters Score -8992869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -8992867.000000 Penalty: 5350.663086
	Iteration 46Q: 3 clusters Score -8992867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -8992868.000000 Penalty: 5350.663086
	Iteration 47Q: 3 clusters Score -8992868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -8992863.000000 Penalty: 5350.663086
	Iteration 48Q: 3 clusters Score -8992863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -8992867.000000 Penalty: 5350.663086
	Iteration 49Q: 3 clusters Score -8992867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -8992873.000000 Penalty: 5350.663086
	Iteration 50Q: 3 clusters Score -8992873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -8992867.000000 Penalty: 5350.663086
	Iteration 51Q: 3 clusters Score -8992867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -8992867.000000 Penalty: 5350.663086
	Iteration 52Q: 3 clusters Score -8992867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -8992864.000000 Penalty: 5350.663086
	Iteration 53Q: 3 clusters Score -8992864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -8992867.000000 Penalty: 5350.663086
	Iteration 54Q: 3 clusters Score -8992867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -8992857.000000 Penalty: 5350.663086
	Iteration 55Q: 3 clusters Score -8992857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -8992857.000000 Penalty: 5350.663086
	Iteration 56F: 3 clusters Score -8992857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31793 members 
Mstep: Class 3 contains 45309 members 
Mstep: Class 4 contains 46451 members 
Mstep: Class 5 contains 15022 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45634 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46462 members 
Mstep: Class 10 contains 49529 members 
Mstep: Class 11 contains 49478 members 
Mstep: Class 12 contains 43521 members 
Mstep: Class 13 contains 55746 members 
Mstep: Class 14 contains 49380 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2657 members 
Mstep: Class 20 contains 48024 members 
Mstep: Class 21 contains 48418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668496.000000 Penalty: 69157.984375
Iteration 239Q: 22 clusters Score -1.066685e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31797 members 
Mstep: Class 3 contains 45298 members 
Mstep: Class 4 contains 46442 members 
Mstep: Class 5 contains 15010 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45641 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46469 members 
Mstep: Class 10 contains 49511 members 
Mstep: Class 11 contains 49473 members 
Mstep: Class 12 contains 43535 members 
Mstep: Class 13 contains 55765 members 
Mstep: Class 14 contains 49378 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2654 members 
Mstep: Class 20 contains 48039 members 
Mstep: Class 21 contains 48412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668488.000000 Penalty: 69157.984375
Iteration 240F: 22 clusters Score -1.066685e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31804 members 
Mstep: Class 3 contains 45296 members 
Mstep: Class 4 contains 46440 members 
Mstep: Class 5 contains 14994 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45649 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46491 members 
Mstep: Class 10 contains 49497 members 
Mstep: Class 11 contains 49466 members 
Mstep: Class 12 contains 43543 members 
Mstep: Class 13 contains 55777 members 
Mstep: Class 14 contains 49364 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 48039 members 
Mstep: Class 21 contains 48415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668592.000000 Penalty: 69157.984375
Iteration 241Q: 22 clusters Score -1.066686e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31800 members 
Mstep: Class 3 contains 45285 members 
Mstep: Class 4 contains 46427 members 
Mstep: Class 5 contains 14976 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45665 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46488 members 
Mstep: Class 10 contains 49485 members 
Mstep: Class 11 contains 49476 members 
Mstep: Class 12 contains 43543 members 
Mstep: Class 13 contains 55786 members 
Mstep: Class 14 contains 49386 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 48032 members 
Mstep: Class 21 contains 48431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668576.000000 Penalty: 69157.984375
Iteration 242Q: 22 clusters Score -1.066686e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31797 members 
Mstep: Class 3 contains 45287 members 
Mstep: Class 4 contains 46417 members 
Mstep: Class 5 contains 14962 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45680 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46469 members 
Mstep: Class 10 contains 49483 members 
Mstep: Class 11 contains 49478 members 
Mstep: Class 12 contains 43548 members 
Mstep: Class 13 contains 55776 members 
Mstep: Class 14 contains 49398 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2638 members 
Mstep: Class 20 contains 48038 members 
Mstep: Class 21 contains 48452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668480.000000 Penalty: 69157.984375
Iteration 243Q: 22 clusters Score -1.066685e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31793 members 
Mstep: Class 3 contains 45275 members 
Mstep: Class 4 contains 46416 members 
Mstep: Class 5 contains 14953 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45694 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46453 members 
Mstep: Class 10 contains 49486 members 
Mstep: Class 11 contains 49488 members 
Mstep: Class 12 contains 43537 members 
Mstep: Class 13 contains 55786 members 
Mstep: Class 14 contains 49406 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2632 members 
Mstep: Class 20 contains 48045 members 
Mstep: Class 21 contains 48460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668560.000000 Penalty: 69157.984375
Iteration 244Q: 22 clusters Score -1.066686e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31794 members 
Mstep: Class 3 contains 45265 members 
Mstep: Class 4 contains 46409 members 
Mstep: Class 5 contains 14939 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45705 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46472 members 
Mstep: Class 10 contains 49493 members 
Mstep: Class 11 contains 49469 members 
Mstep: Class 12 contains 43532 members 
Mstep: Class 13 contains 55778 members 
Mstep: Class 14 contains 49418 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 48039 members 
Mstep: Class 21 contains 48491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668560.000000 Penalty: 69157.984375
Iteration 245Q: 22 clusters Score -1.066686e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31792 members 
Mstep: Class 3 contains 45250 members 
Mstep: Class 4 contains 46410 members 
Mstep: Class 5 contains 14926 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45710 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46484 members 
Mstep: Class 10 contains 49496 members 
Mstep: Class 11 contains 49467 members 
Mstep: Class 12 contains 43527 members 
Mstep: Class 13 contains 55757 members 
Mstep: Class 14 contains 49425 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2615 members 
Mstep: Class 20 contains 48031 members 
Mstep: Class 21 contains 48536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668800.000000 Penalty: 69157.984375
Iteration 246Q: 22 clusters Score -1.066688e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31786 members 
Mstep: Class 3 contains 45264 members 
Mstep: Class 4 contains 46377 members 
Mstep: Class 5 contains 14924 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45719 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46496 members 
Mstep: Class 10 contains 49499 members 
Mstep: Class 11 contains 49480 members 
Mstep: Class 12 contains 43527 members 
Mstep: Class 13 contains 55753 members 
Mstep: Class 14 contains 49399 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 48026 members 
Mstep: Class 21 contains 48565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668824.000000 Penalty: 69157.984375
Iteration 247Q: 22 clusters Score -1.066688e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31778 members 
Mstep: Class 3 contains 45260 members 
Mstep: Class 4 contains 46364 members 
Mstep: Class 5 contains 14912 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45691 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46558 members 
Mstep: Class 10 contains 49496 members 
Mstep: Class 11 contains 49489 members 
Mstep: Class 12 contains 43536 members 
Mstep: Class 13 contains 55743 members 
Mstep: Class 14 contains 49401 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 48013 members 
Mstep: Class 21 contains 48579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668608.000000 Penalty: 69157.984375
Iteration 248Q: 22 clusters Score -1.066686e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31771 members 
Mstep: Class 3 contains 45252 members 
Mstep: Class 4 contains 46353 members 
Mstep: Class 5 contains 14889 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45677 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46596 members 
Mstep: Class 10 contains 49502 members 
Mstep: Class 11 contains 49502 members 
Mstep: Class 12 contains 43540 members 
Mstep: Class 13 contains 55723 members 
Mstep: Class 14 contains 49404 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 48018 members 
Mstep: Class 21 contains 48594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668728.000000 Penalty: 69157.984375
Iteration 249Q: 22 clusters Score -1.066687e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31767 members 
Mstep: Class 3 contains 45260 members 
Mstep: Class 4 contains 46354 members 
Mstep: Class 5 contains 14864 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45674 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46591 members 
Mstep: Class 10 contains 49514 members 
Mstep: Class 11 contains 49510 members 
Mstep: Class 12 contains 43531 members 
Mstep: Class 13 contains 55713 members 
Mstep: Class 14 contains 49425 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2597 members 
Mstep: Class 20 contains 48017 members 
Mstep: Class 21 contains 48609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668848.000000 Penalty: 69157.984375
Iteration 250Q: 22 clusters Score -1.066688e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31771 members 
Mstep: Class 3 contains 45262 members 
Mstep: Class 4 contains 46325 members 
Mstep: Class 5 contains 14851 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45675 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46587 members 
Mstep: Class 10 contains 49515 members 
Mstep: Class 11 contains 49502 members 
Mstep: Class 12 contains 43529 members 
Mstep: Class 13 contains 55716 members 
Mstep: Class 14 contains 49445 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 2593 members 
Mstep: Class 20 contains 48019 members 
Mstep: Class 21 contains 48636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669008.000000 Penalty: 69157.984375
Iteration 251Q: 22 clusters Score -1.06669e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31778 members 
Mstep: Class 3 contains 45250 members 
Mstep: Class 4 contains 46339 members 
Mstep: Class 5 contains 14842 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45666 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46580 members 
Mstep: Class 10 contains 49506 members 
Mstep: Class 11 contains 49490 members 
Mstep: Class 12 contains 43542 members 
Mstep: Class 13 contains 55724 members 
Mstep: Class 14 contains 49430 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 2591 members 
Mstep: Class 20 contains 48024 members 
Mstep: Class 21 contains 48663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669096.000000 Penalty: 69157.984375
Iteration 252Q: 22 clusters Score -1.066691e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31780 members 
Mstep: Class 3 contains 45258 members 
Mstep: Class 4 contains 46348 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45653 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46570 members 
Mstep: Class 10 contains 49495 members 
Mstep: Class 11 contains 49477 members 
Mstep: Class 12 contains 43539 members 
Mstep: Class 13 contains 55740 members 
Mstep: Class 14 contains 49442 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 48030 members 
Mstep: Class 21 contains 48685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669312.000000 Penalty: 69157.984375
Iteration 253Q: 22 clusters Score -1.066693e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31783 members 
Mstep: Class 3 contains 45243 members 
Mstep: Class 4 contains 46333 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45647 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46604 members 
Mstep: Class 10 contains 49504 members 
Mstep: Class 11 contains 49461 members 
Mstep: Class 12 contains 43524 members 
Mstep: Class 13 contains 55787 members 
Mstep: Class 14 contains 49432 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 48025 members 
Mstep: Class 21 contains 48677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669008.000000 Penalty: 69157.984375
Iteration 254Q: 22 clusters Score -1.06669e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31782 members 
Mstep: Class 3 contains 45243 members 
Mstep: Class 4 contains 46329 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45630 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46649 members 
Mstep: Class 10 contains 49506 members 
Mstep: Class 11 contains 49450 members 
Mstep: Class 12 contains 43511 members 
Mstep: Class 13 contains 55813 members 
Mstep: Class 14 contains 49417 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 48028 members 
Mstep: Class 21 contains 48682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668992.000000 Penalty: 69157.984375
Iteration 255Q: 22 clusters Score -1.06669e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31781 members 
Mstep: Class 3 contains 45242 members 
Mstep: Class 4 contains 46324 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45623 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46638 members 
Mstep: Class 10 contains 49517 members 
Mstep: Class 11 contains 49445 members 
Mstep: Class 12 contains 43506 members 
Mstep: Class 13 contains 55813 members 
Mstep: Class 14 contains 49432 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 48032 members 
Mstep: Class 21 contains 48690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669048.000000 Penalty: 69157.984375
Iteration 256Q: 22 clusters Score -1.06669e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31783 members 
Mstep: Class 3 contains 45242 members 
Mstep: Class 4 contains 46309 members 
Mstep: Class 5 contains 14797 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45603 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46645 members 
Mstep: Class 10 contains 49506 members 
Mstep: Class 11 contains 49433 members 
Mstep: Class 12 contains 43528 members 
Mstep: Class 13 contains 55837 members 
Mstep: Class 14 contains 49430 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 48032 members 
Mstep: Class 21 contains 48701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668936.000000 Penalty: 69157.984375
Iteration 257Q: 22 clusters Score -1.066689e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31779 members 
Mstep: Class 3 contains 45229 members 
Mstep: Class 4 contains 46289 members 
Mstep: Class 5 contains 14782 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45612 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46650 members 
Mstep: Class 10 contains 49497 members 
Mstep: Class 11 contains 49437 members 
Mstep: Class 12 contains 43524 members 
Mstep: Class 13 contains 55867 members 
Mstep: Class 14 contains 49442 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 48036 members 
Mstep: Class 21 contains 48702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668904.000000 Penalty: 69157.984375
Iteration 258Q: 22 clusters Score -1.066689e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31774 members 
Mstep: Class 3 contains 45221 members 
Mstep: Class 4 contains 46283 members 
Mstep: Class 5 contains 14772 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45615 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46659 members 
Mstep: Class 10 contains 49498 members 
Mstep: Class 11 contains 49424 members 
Mstep: Class 12 contains 43533 members 
Mstep: Class 13 contains 55891 members 
Mstep: Class 14 contains 49445 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 48034 members 
Mstep: Class 21 contains 48697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669104.000000 Penalty: 69157.984375
Iteration 259Q: 22 clusters Score -1.066691e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31773 members 
Mstep: Class 3 contains 45211 members 
Mstep: Class 4 contains 46286 members 
Mstep: Class 5 contains 14761 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45616 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46684 members 
Mstep: Class 10 contains 49494 members 
Mstep: Class 11 contains 49413 members 
Mstep: Class 12 contains 43534 members 
Mstep: Class 13 contains 55904 members 
Mstep: Class 14 contains 49442 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 48034 members 
Mstep: Class 21 contains 48694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669024.000000 Penalty: 69157.984375
Iteration 260F: 22 clusters Score -1.06669e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31772 members 
Mstep: Class 3 contains 45201 members 
Mstep: Class 4 contains 46290 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45624 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46686 members 
Mstep: Class 10 contains 49502 members 
Mstep: Class 11 contains 49402 members 
Mstep: Class 12 contains 43538 members 
Mstep: Class 13 contains 55900 members 
Mstep: Class 14 contains 49437 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 48042 members 
Mstep: Class 21 contains 48702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669096.000000 Penalty: 69157.984375
Iteration 261Q: 22 clusters Score -1.066691e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31776 members 
Mstep: Class 3 contains 45191 members 
Mstep: Class 4 contains 46262 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45627 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46673 members 
Mstep: Class 10 contains 49510 members 
Mstep: Class 11 contains 49396 members 
Mstep: Class 12 contains 43549 members 
Mstep: Class 13 contains 55911 members 
Mstep: Class 14 contains 49458 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 48043 members 
Mstep: Class 21 contains 48709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668992.000000 Penalty: 69157.984375
Iteration 262Q: 22 clusters Score -1.06669e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31774 members 
Mstep: Class 3 contains 45182 members 
Mstep: Class 4 contains 46214 members 
Mstep: Class 5 contains 14731 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45626 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46668 members 
Mstep: Class 10 contains 49521 members 
Mstep: Class 11 contains 49400 members 
Mstep: Class 12 contains 43575 members 
Mstep: Class 13 contains 55936 members 
Mstep: Class 14 contains 49471 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 48047 members 
Mstep: Class 21 contains 48702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668888.000000 Penalty: 69157.984375
Iteration 263Q: 22 clusters Score -1.066689e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31765 members 
Mstep: Class 3 contains 45176 members 
Mstep: Class 4 contains 46197 members 
Mstep: Class 5 contains 14722 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45623 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46667 members 
Mstep: Class 10 contains 49522 members 
Mstep: Class 11 contains 49403 members 
Mstep: Class 12 contains 43587 members 
Mstep: Class 13 contains 55939 members 
Mstep: Class 14 contains 49507 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 48042 members 
Mstep: Class 21 contains 48700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668808.000000 Penalty: 69157.984375
Iteration 264Q: 22 clusters Score -1.066688e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31764 members 
Mstep: Class 3 contains 45179 members 
Mstep: Class 4 contains 46186 members 
Mstep: Class 5 contains 14710 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45618 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46669 members 
Mstep: Class 10 contains 49518 members 
Mstep: Class 11 contains 49406 members 
Mstep: Class 12 contains 43593 members 
Mstep: Class 13 contains 55944 members 
Mstep: Class 14 contains 49536 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 48031 members 
Mstep: Class 21 contains 48699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668632.000000 Penalty: 69157.984375
Iteration 265Q: 22 clusters Score -1.066686e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31765 members 
Mstep: Class 3 contains 45182 members 
Mstep: Class 4 contains 46162 members 
Mstep: Class 5 contains 14697 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45616 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46677 members 
Mstep: Class 10 contains 49507 members 
Mstep: Class 11 contains 49406 members 
Mstep: Class 12 contains 43609 members 
Mstep: Class 13 contains 55931 members 
Mstep: Class 14 contains 49577 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 20 contains 48024 members 
Mstep: Class 21 contains 48703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668768.000000 Penalty: 69157.984375
Iteration 266Q: 22 clusters Score -1.066688e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31767 members 
Mstep: Class 3 contains 45182 members 
Mstep: Class 4 contains 46153 members 
Mstep: Class 5 contains 14682 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45612 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46709 members 
Mstep: Class 10 contains 49487 members 
Mstep: Class 11 contains 49401 members 
Mstep: Class 12 contains 43600 members 
Mstep: Class 13 contains 55945 members 
Mstep: Class 14 contains 49604 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2564 members 
Mstep: Class 20 contains 48020 members 
Mstep: Class 21 contains 48698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668784.000000 Penalty: 69157.984375
Iteration 267Q: 22 clusters Score -1.066688e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31770 members 
Mstep: Class 3 contains 45191 members 
Mstep: Class 4 contains 46145 members 
Mstep: Class 5 contains 14678 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45633 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46673 members 
Mstep: Class 10 contains 49472 members 
Mstep: Class 11 contains 49394 members 
Mstep: Class 12 contains 43592 members 
Mstep: Class 13 contains 55945 members 
Mstep: Class 14 contains 49645 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2564 members 
Mstep: Class 20 contains 48025 members 
Mstep: Class 21 contains 48697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668784.000000 Penalty: 69157.984375
Iteration 268Q: 22 clusters Score -1.066688e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31769 members 
Mstep: Class 3 contains 45184 members 
Mstep: Class 4 contains 46134 members 
Mstep: Class 5 contains 14672 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45641 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46657 members 
Mstep: Class 10 contains 49460 members 
Mstep: Class 11 contains 49394 members 
Mstep: Class 12 contains 43596 members 
Mstep: Class 13 contains 55945 members 
Mstep: Class 14 contains 49668 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2562 members 
Mstep: Class 20 contains 48026 members 
Mstep: Class 21 contains 48716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668880.000000 Penalty: 69157.984375
Iteration 269Q: 22 clusters Score -1.066689e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31770 members 
Mstep: Class 3 contains 45189 members 
Mstep: Class 4 contains 46121 members 
Mstep: Class 5 contains 14664 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45641 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46643 members 
Mstep: Class 10 contains 49464 members 
Mstep: Class 11 contains 49376 members 
Mstep: Class 12 contains 43594 members 
Mstep: Class 13 contains 55946 members 
Mstep: Class 14 contains 49693 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2556 members 
Mstep: Class 20 contains 48034 members 
Mstep: Class 21 contains 48733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668688.000000 Penalty: 69157.984375
Iteration 270Q: 22 clusters Score -1.066687e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31772 members 
Mstep: Class 3 contains 45186 members 
Mstep: Class 4 contains 46114 members 
Mstep: Class 5 contains 14650 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45629 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46657 members 
Mstep: Class 10 contains 49476 members 
Mstep: Class 11 contains 49370 members 
Mstep: Class 12 contains 43587 members 
Mstep: Class 13 contains 55946 members 
Mstep: Class 14 contains 49704 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2553 members 
Mstep: Class 20 contains 48025 members 
Mstep: Class 21 contains 48755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668680.000000 Penalty: 69157.984375
Iteration 271Q: 22 clusters Score -1.066687e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31764 members 
Mstep: Class 3 contains 45177 members 
Mstep: Class 4 contains 46100 members 
Mstep: Class 5 contains 14637 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45630 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46694 members 
Mstep: Class 10 contains 49483 members 
Mstep: Class 11 contains 49367 members 
Mstep: Class 12 contains 43576 members 
Mstep: Class 13 contains 55966 members 
Mstep: Class 14 contains 49695 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 48024 members 
Mstep: Class 21 contains 48760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668624.000000 Penalty: 69157.984375
Iteration 272Q: 22 clusters Score -1.066686e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31755 members 
Mstep: Class 3 contains 45166 members 
Mstep: Class 4 contains 46093 members 
Mstep: Class 5 contains 14620 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45629 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46718 members 
Mstep: Class 10 contains 49486 members 
Mstep: Class 11 contains 49372 members 
Mstep: Class 12 contains 43586 members 
Mstep: Class 13 contains 55976 members 
Mstep: Class 14 contains 49699 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 48019 members 
Mstep: Class 21 contains 48752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668720.000000 Penalty: 69157.984375
Iteration 273Q: 22 clusters Score -1.066687e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31749 members 
Mstep: Class 3 contains 45159 members 
Mstep: Class 4 contains 46078 members 
Mstep: Class 5 contains 14610 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45635 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46722 members 
Mstep: Class 10 contains 49487 members 
Mstep: Class 11 contains 49386 members 
Mstep: Class 12 contains 43597 members 
Mstep: Class 13 contains 55990 members 
Mstep: Class 14 contains 49695 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 48011 members 
Mstep: Class 21 contains 48752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668656.000000 Penalty: 69157.984375
Iteration 274Q: 22 clusters Score -1.066687e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31746 members 
Mstep: Class 3 contains 45160 members 
Mstep: Class 4 contains 46061 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45633 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46759 members 
Mstep: Class 10 contains 49480 members 
Mstep: Class 11 contains 49386 members 
Mstep: Class 12 contains 43611 members 
Mstep: Class 13 contains 56001 members 
Mstep: Class 14 contains 49678 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 48016 members 
Mstep: Class 21 contains 48739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668760.000000 Penalty: 69157.984375
Iteration 275Q: 22 clusters Score -1.066688e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31745 members 
Mstep: Class 3 contains 45144 members 
Mstep: Class 4 contains 46035 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45630 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46803 members 
Mstep: Class 10 contains 49486 members 
Mstep: Class 11 contains 49380 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 55999 members 
Mstep: Class 14 contains 49695 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 48005 members 
Mstep: Class 21 contains 48746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668608.000000 Penalty: 69157.984375
Iteration 276Q: 22 clusters Score -1.066686e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31741 members 
Mstep: Class 3 contains 45150 members 
Mstep: Class 4 contains 46012 members 
Mstep: Class 5 contains 14576 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45639 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46835 members 
Mstep: Class 10 contains 49497 members 
Mstep: Class 11 contains 49380 members 
Mstep: Class 12 contains 43613 members 
Mstep: Class 13 contains 56003 members 
Mstep: Class 14 contains 49671 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 48004 members 
Mstep: Class 21 contains 48748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668640.000000 Penalty: 69157.984375
Iteration 277Q: 22 clusters Score -1.066686e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31747 members 
Mstep: Class 3 contains 45144 members 
Mstep: Class 4 contains 45995 members 
Mstep: Class 5 contains 14570 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45642 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46866 members 
Mstep: Class 10 contains 49505 members 
Mstep: Class 11 contains 49365 members 
Mstep: Class 12 contains 43610 members 
Mstep: Class 13 contains 56004 members 
Mstep: Class 14 contains 49659 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 48009 members 
Mstep: Class 21 contains 48754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668512.000000 Penalty: 69157.984375
Iteration 278Q: 22 clusters Score -1.066685e+08 nChanged 489
Entering ConstructFrom: 
Score: -106668512.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -235229.375000 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -235229.4 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 638 members 
Entering Unmasked Estep 
Score: -233091.218750 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -233091.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -233679.921875 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -233679.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -233965.375000 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -233965.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -234191.093750 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -234191.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -234384.546875 Penalty: 3576.932129
	Iteration 4F: 3 clusters Score -234384.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -234525.421875 Penalty: 3576.932129
	Iteration 5F: 3 clusters Score -234525.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -234655.265625 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -234655.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -234772.531250 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -234772.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -234890.296875 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -234890.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -234999.250000 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -234999.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -235117.046875 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -235117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -235196.875000 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -235196.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -235229.734375 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -235229.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -235254.906250 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -235254.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -235273.000000 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -235273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -235297.734375 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -235297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -235312.406250 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -235312.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -235320.812500 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -235320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -235330.781250 Penalty: 3576.932129
	Iteration 18Q: 3 clusters Score -235330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -235336.062500 Penalty: 3576.932129
	Iteration 19Q: 3 clusters Score -235336.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -235338.843750 Penalty: 3576.932129
	Iteration 20F: 3 clusters Score -235338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -235339.500000 Penalty: 3576.932129
	Iteration 21Q: 3 clusters Score -235339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -235342.453125 Penalty: 3576.932129
	Iteration 22Q: 3 clusters Score -235342.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -235350.921875 Penalty: 3576.932129
	Iteration 23Q: 3 clusters Score -235350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -235354.328125 Penalty: 3576.932129
	Iteration 24Q: 3 clusters Score -235354.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -235362.031250 Penalty: 3576.932129
	Iteration 25Q: 3 clusters Score -235362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -235369.328125 Penalty: 3576.932129
	Iteration 26Q: 3 clusters Score -235369.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -235374.468750 Penalty: 3576.932129
	Iteration 27Q: 3 clusters Score -235374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -235377.828125 Penalty: 3576.932129
	Iteration 28Q: 3 clusters Score -235377.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -235379.937500 Penalty: 3576.932129
	Iteration 29Q: 3 clusters Score -235379.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -235382.562500 Penalty: 3576.932129
	Iteration 30Q: 3 clusters Score -235382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -235402.109375 Penalty: 3576.932129
	Iteration 31Q: 3 clusters Score -235402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -235419.078125 Penalty: 3576.932129
	Iteration 32Q: 3 clusters Score -235419.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -235425.109375 Penalty: 3576.932129
	Iteration 33Q: 3 clusters Score -235425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -235427.703125 Penalty: 3576.932129
	Iteration 34Q: 3 clusters Score -235427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -235427.703125 Penalty: 3576.932129
	Iteration 35F: 3 clusters Score -235427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 31747 members 
Mstep: Class 3 contains 45147 members 
Mstep: Class 4 contains 45984 members 
Mstep: Class 5 contains 14557 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45651 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46872 members 
Mstep: Class 10 contains 49518 members 
Mstep: Class 11 contains 49359 members 
Mstep: Class 12 contains 43578 members 
Mstep: Class 13 contains 55999 members 
Mstep: Class 14 contains 49680 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 48020 members 
Mstep: Class 21 contains 48760 members 
Mstep: Class 22 contains 740 members 
Entering Unmasked Estep 
Score: -106667224.000000 Penalty: 72451.218750
Splitting cluster 1 changes total score from -106668512.000000 to -106667224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (31747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Entering Unmasked Estep 
Score: -5723203.500000 Penalty: 2570.657471
	Iteration 0F: 2 clusters Score -5723204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -5701432.500000 Penalty: 5141.314941
	Iteration 0F: 3 clusters Score -5701432 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -5709436.000000 Penalty: 5141.314941
	Iteration 1F: 3 clusters Score -5709436 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -5709909.000000 Penalty: 5141.314941
	Iteration 2Q: 3 clusters Score -5709909 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -5710429.000000 Penalty: 5141.314941
	Iteration 3Q: 3 clusters Score -5710429 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -5711072.000000 Penalty: 5141.314941
	Iteration 4Q: 3 clusters Score -5711072 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -5712017.000000 Penalty: 5141.314941
	Iteration 5F: 3 clusters Score -5712017 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -5713533.500000 Penalty: 5141.314941
	Iteration 6F: 3 clusters Score -5713534 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -5715564.000000 Penalty: 5141.314941
	Iteration 7F: 3 clusters Score -5715564 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -5717779.500000 Penalty: 5141.314941
	Iteration 8F: 3 clusters Score -5717780 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5719492.500000 Penalty: 5141.314941
	Iteration 9F: 3 clusters Score -5719492 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5720343.000000 Penalty: 5141.314941
	Iteration 10Q: 3 clusters Score -5720343 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5720663.500000 Penalty: 5141.314941
	Iteration 11Q: 3 clusters Score -5720664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5720827.500000 Penalty: 5141.314941
	Iteration 12Q: 3 clusters Score -5720828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5720877.500000 Penalty: 5141.314941
	Iteration 13Q: 3 clusters Score -5720878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5720918.000000 Penalty: 5141.314941
	Iteration 14Q: 3 clusters Score -5720918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5720950.500000 Penalty: 5141.314941
	Iteration 15Q: 3 clusters Score -5720950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5720957.000000 Penalty: 5141.314941
	Iteration 16Q: 3 clusters Score -5720957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5720956.000000 Penalty: 5141.314941
	Iteration 17Q: 3 clusters Score -5720956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5720956.000000 Penalty: 5141.314941
	Iteration 18F: 3 clusters Score -5720956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Entering Unmasked Estep 
Score: -8339941.500000 Penalty: 2657.984375
	Iteration 0F: 2 clusters Score -8339942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8310222.000000 Penalty: 5315.968750
	Iteration 0F: 3 clusters Score -8310222 nChanged 20792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -8321726.500000 Penalty: 5315.968750
	Iteration 1F: 3 clusters Score -8321726 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -8322213.500000 Penalty: 5315.968750
	Iteration 2Q: 3 clusters Score -8322214 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -8322561.000000 Penalty: 5315.968750
	Iteration 3Q: 3 clusters Score -8322561 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -8323055.000000 Penalty: 5315.968750
	Iteration 4Q: 3 clusters Score -8323055 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -8323633.000000 Penalty: 5315.968750
	Iteration 5Q: 3 clusters Score -8323633 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -8324410.500000 Penalty: 5315.968750
	Iteration 6Q: 3 clusters Score -8324410 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -8325336.500000 Penalty: 5315.968750
	Iteration 7Q: 3 clusters Score -8325336 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -8326366.500000 Penalty: 5315.968750
	Iteration 8Q: 3 clusters Score -8326366 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -8327738.500000 Penalty: 5315.968750
	Iteration 9Q: 3 clusters Score -8327738 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -8329321.500000 Penalty: 5315.968750
	Iteration 10F: 3 clusters Score -8329322 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -8330984.500000 Penalty: 5315.968750
	Iteration 11F: 3 clusters Score -8330984 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -8332245.500000 Penalty: 5315.968750
	Iteration 12F: 3 clusters Score -8332246 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -8332979.500000 Penalty: 5315.968750
	Iteration 13Q: 3 clusters Score -8332980 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -8333334.500000 Penalty: 5315.968750
	Iteration 14Q: 3 clusters Score -8333334 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -8333548.500000 Penalty: 5315.968750
	Iteration 15Q: 3 clusters Score -8333548 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -8333677.500000 Penalty: 5315.968750
	Iteration 16Q: 3 clusters Score -8333678 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -8333808.000000 Penalty: 5315.968750
	Iteration 17Q: 3 clusters Score -8333808 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -8333966.500000 Penalty: 5315.968750
	Iteration 18Q: 3 clusters Score -8333966 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -8334090.500000 Penalty: 5315.968750
	Iteration 19Q: 3 clusters Score -8334090 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -8334255.000000 Penalty: 5315.968750
	Iteration 20F: 3 clusters Score -8334255 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -8334387.000000 Penalty: 5315.968750
	Iteration 21Q: 3 clusters Score -8334387 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -8334519.000000 Penalty: 5315.968750
	Iteration 22Q: 3 clusters Score -8334519 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -8334714.000000 Penalty: 5315.968750
	Iteration 23Q: 3 clusters Score -8334714 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -8334925.500000 Penalty: 5315.968750
	Iteration 24Q: 3 clusters Score -8334926 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -8335095.500000 Penalty: 5315.968750
	Iteration 25Q: 3 clusters Score -8335096 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -8335271.000000 Penalty: 5315.968750
	Iteration 26Q: 3 clusters Score -8335271 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -8335427.500000 Penalty: 5315.968750
	Iteration 27Q: 3 clusters Score -8335428 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -8335631.000000 Penalty: 5315.968750
	Iteration 28Q: 3 clusters Score -8335631 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -8335838.500000 Penalty: 5315.968750
	Iteration 29Q: 3 clusters Score -8335838 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -8336015.000000 Penalty: 5315.968750
	Iteration 30Q: 3 clusters Score -8336015 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -8336162.000000 Penalty: 5315.968750
	Iteration 31Q: 3 clusters Score -8336162 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -8336343.000000 Penalty: 5315.968750
	Iteration 32Q: 3 clusters Score -8336343 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -8336494.000000 Penalty: 5315.968750
	Iteration 33Q: 3 clusters Score -8336494 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -8336590.500000 Penalty: 5315.968750
	Iteration 34Q: 3 clusters Score -8336590 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -8336745.500000 Penalty: 5315.968750
	Iteration 35Q: 3 clusters Score -8336746 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -8336875.500000 Penalty: 5315.968750
	Iteration 36Q: 3 clusters Score -8336876 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -8336995.500000 Penalty: 5315.968750
	Iteration 37Q: 3 clusters Score -8336996 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -8337127.500000 Penalty: 5315.968750
	Iteration 38Q: 3 clusters Score -8337128 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -8337269.500000 Penalty: 5315.968750
	Iteration 39Q: 3 clusters Score -8337270 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -8337376.500000 Penalty: 5315.968750
	Iteration 40F: 3 clusters Score -8337376 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -8337495.000000 Penalty: 5315.968750
	Iteration 41Q: 3 clusters Score -8337495 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -8337587.000000 Penalty: 5315.968750
	Iteration 42Q: 3 clusters Score -8337587 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -8337691.000000 Penalty: 5315.968750
	Iteration 43Q: 3 clusters Score -8337691 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -8337795.500000 Penalty: 5315.968750
	Iteration 44Q: 3 clusters Score -8337796 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -8337873.000000 Penalty: 5315.968750
	Iteration 45Q: 3 clusters Score -8337873 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -8337998.500000 Penalty: 5315.968750
	Iteration 46Q: 3 clusters Score -8337998 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -8338121.500000 Penalty: 5315.968750
	Iteration 47Q: 3 clusters Score -8338122 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -8338226.500000 Penalty: 5315.968750
	Iteration 48Q: 3 clusters Score -8338226 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -8338320.000000 Penalty: 5315.968750
	Iteration 49Q: 3 clusters Score -8338320 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -8338403.000000 Penalty: 5315.968750
	Iteration 50Q: 3 clusters Score -8338403 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -8338468.000000 Penalty: 5315.968750
	Iteration 51Q: 3 clusters Score -8338468 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -8338552.000000 Penalty: 5315.968750
	Iteration 52Q: 3 clusters Score -8338552 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -8338605.000000 Penalty: 5315.968750
	Iteration 53Q: 3 clusters Score -8338605 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -8338688.000000 Penalty: 5315.968750
	Iteration 54Q: 3 clusters Score -8338688 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -8338721.500000 Penalty: 5315.968750
	Iteration 55Q: 3 clusters Score -8338722 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -8338758.000000 Penalty: 5315.968750
	Iteration 56Q: 3 clusters Score -8338758 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -8338822.000000 Penalty: 5315.968750
	Iteration 57Q: 3 clusters Score -8338822 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -8338834.500000 Penalty: 5315.968750
	Iteration 58Q: 3 clusters Score -8338834 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -8338853.000000 Penalty: 5315.968750
	Iteration 59Q: 3 clusters Score -8338853 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -8338876.500000 Penalty: 5315.968750
	Iteration 60F: 3 clusters Score -8338876 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -8338867.000000 Penalty: 5315.968750
	Iteration 61Q: 3 clusters Score -8338867 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -8338899.000000 Penalty: 5315.968750
	Iteration 62Q: 3 clusters Score -8338899 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -8338907.500000 Penalty: 5315.968750
	Iteration 63Q: 3 clusters Score -8338908 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -8338904.500000 Penalty: 5315.968750
	Iteration 64Q: 3 clusters Score -8338904 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -8338928.500000 Penalty: 5315.968750
	Iteration 65Q: 3 clusters Score -8338928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -8338920.000000 Penalty: 5315.968750
	Iteration 66Q: 3 clusters Score -8338920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -8338934.500000 Penalty: 5315.968750
	Iteration 67Q: 3 clusters Score -8338934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -8338937.000000 Penalty: 5315.968750
	Iteration 68Q: 3 clusters Score -8338937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -8338936.500000 Penalty: 5315.968750
	Iteration 69Q: 3 clusters Score -8338936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -8338940.000000 Penalty: 5315.968750
	Iteration 70Q: 3 clusters Score -8338940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8338940.500000 Penalty: 5315.968750
	Iteration 71Q: 3 clusters Score -8338940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -8338931.000000 Penalty: 5315.968750
	Iteration 72Q: 3 clusters Score -8338931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -8338926.000000 Penalty: 5315.968750
	Iteration 73Q: 3 clusters Score -8338926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8338907.500000 Penalty: 5315.968750
	Iteration 74Q: 3 clusters Score -8338908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -8338930.500000 Penalty: 5315.968750
	Iteration 75Q: 3 clusters Score -8338930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -8338913.000000 Penalty: 5315.968750
	Iteration 76Q: 3 clusters Score -8338913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -8338911.500000 Penalty: 5315.968750
	Iteration 77Q: 3 clusters Score -8338912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -8338902.000000 Penalty: 5315.968750
	Iteration 78Q: 3 clusters Score -8338902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8338907.000000 Penalty: 5315.968750
	Iteration 79Q: 3 clusters Score -8338907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -8338905.000000 Penalty: 5315.968750
	Iteration 80F: 3 clusters Score -8338905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8338900.000000 Penalty: 5315.968750
	Iteration 81Q: 3 clusters Score -8338900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -8338889.500000 Penalty: 5315.968750
	Iteration 82Q: 3 clusters Score -8338890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -8338884.000000 Penalty: 5315.968750
	Iteration 83Q: 3 clusters Score -8338884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -8338885.500000 Penalty: 5315.968750
	Iteration 84Q: 3 clusters Score -8338886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -8338886.500000 Penalty: 5315.968750
	Iteration 85Q: 3 clusters Score -8338886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -8338886.500000 Penalty: 5315.968750
	Iteration 86F: 3 clusters Score -8338886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Entering Unmasked Estep 
Score: -8555294.000000 Penalty: 2662.540039
	Iteration 0F: 2 clusters Score -8555294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -8525488.000000 Penalty: 5325.080078
	Iteration 0F: 3 clusters Score -8525488 nChanged 21147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -8537256.000000 Penalty: 5325.080078
	Iteration 1F: 3 clusters Score -8537256 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -8537909.000000 Penalty: 5325.080078
	Iteration 2Q: 3 clusters Score -8537909 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -8538610.000000 Penalty: 5325.080078
	Iteration 3Q: 3 clusters Score -8538610 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -8539670.000000 Penalty: 5325.080078
	Iteration 4Q: 3 clusters Score -8539670 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -8541291.000000 Penalty: 5325.080078
	Iteration 5F: 3 clusters Score -8541291 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -8543830.000000 Penalty: 5325.080078
	Iteration 6F: 3 clusters Score -8543830 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -8546953.000000 Penalty: 5325.080078
	Iteration 7F: 3 clusters Score -8546953 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -8550018.000000 Penalty: 5325.080078
	Iteration 8F: 3 clusters Score -8550018 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -8551850.000000 Penalty: 5325.080078
	Iteration 9Q: 3 clusters Score -8551850 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -8552498.000000 Penalty: 5325.080078
	Iteration 10Q: 3 clusters Score -8552498 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8552831.000000 Penalty: 5325.080078
	Iteration 11Q: 3 clusters Score -8552831 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -8552924.000000 Penalty: 5325.080078
	Iteration 12Q: 3 clusters Score -8552924 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -8552983.000000 Penalty: 5325.080078
	Iteration 13Q: 3 clusters Score -8552983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -8553002.000000 Penalty: 5325.080078
	Iteration 14Q: 3 clusters Score -8553002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -8553010.000000 Penalty: 5325.080078
	Iteration 15Q: 3 clusters Score -8553010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8553012.000000 Penalty: 5325.080078
	Iteration 16Q: 3 clusters Score -8553012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -8553008.000000 Penalty: 5325.080078
	Iteration 17Q: 3 clusters Score -8553008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -8553019.000000 Penalty: 5325.080078
	Iteration 18Q: 3 clusters Score -8553019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -8553028.000000 Penalty: 5325.080078
	Iteration 19Q: 3 clusters Score -8553028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -8553022.000000 Penalty: 5325.080078
	Iteration 20F: 3 clusters Score -8553022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -8553027.000000 Penalty: 5325.080078
	Iteration 21Q: 3 clusters Score -8553027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -8553035.000000 Penalty: 5325.080078
	Iteration 22Q: 3 clusters Score -8553035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -8553034.000000 Penalty: 5325.080078
	Iteration 23Q: 3 clusters Score -8553034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -8553041.000000 Penalty: 5325.080078
	Iteration 24Q: 3 clusters Score -8553041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -8553041.000000 Penalty: 5325.080078
	Iteration 25F: 3 clusters Score -8553041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Entering Unmasked Estep 
Score: -2695022.750000 Penalty: 2377.285156
	Iteration 0F: 2 clusters Score -2695023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2684432.500000 Penalty: 4754.570312
	Iteration 0F: 3 clusters Score -2684432 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2687737.500000 Penalty: 4754.570312
	Iteration 1F: 3 clusters Score -2687738 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2688056.000000 Penalty: 4754.570312
	Iteration 2F: 3 clusters Score -2688056 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2688243.000000 Penalty: 4754.570312
	Iteration 3Q: 3 clusters Score -2688243 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2688425.750000 Penalty: 4754.570312
	Iteration 4Q: 3 clusters Score -2688426 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2688558.250000 Penalty: 4754.570312
	Iteration 5Q: 3 clusters Score -2688558 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2688669.250000 Penalty: 4754.570312
	Iteration 6Q: 3 clusters Score -2688669 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2688785.750000 Penalty: 4754.570312
	Iteration 7Q: 3 clusters Score -2688786 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2688904.500000 Penalty: 4754.570312
	Iteration 8Q: 3 clusters Score -2688904 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2689029.500000 Penalty: 4754.570312
	Iteration 9Q: 3 clusters Score -2689030 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2689155.250000 Penalty: 4754.570312
	Iteration 10Q: 3 clusters Score -2689155 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2689301.500000 Penalty: 4754.570312
	Iteration 11Q: 3 clusters Score -2689302 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2689447.000000 Penalty: 4754.570312
	Iteration 12Q: 3 clusters Score -2689447 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2689603.500000 Penalty: 4754.570312
	Iteration 13Q: 3 clusters Score -2689604 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2689757.750000 Penalty: 4754.570312
	Iteration 14Q: 3 clusters Score -2689758 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2689936.500000 Penalty: 4754.570312
	Iteration 15Q: 3 clusters Score -2689936 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2690182.000000 Penalty: 4754.570312
	Iteration 16Q: 3 clusters Score -2690182 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2690465.750000 Penalty: 4754.570312
	Iteration 17Q: 3 clusters Score -2690466 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2690809.000000 Penalty: 4754.570312
	Iteration 18Q: 3 clusters Score -2690809 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2691120.250000 Penalty: 4754.570312
	Iteration 19Q: 3 clusters Score -2691120 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2691406.250000 Penalty: 4754.570312
	Iteration 20F: 3 clusters Score -2691406 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2691619.250000 Penalty: 4754.570312
	Iteration 21Q: 3 clusters Score -2691619 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2691782.250000 Penalty: 4754.570312
	Iteration 22Q: 3 clusters Score -2691782 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2691904.250000 Penalty: 4754.570312
	Iteration 23Q: 3 clusters Score -2691904 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2692019.500000 Penalty: 4754.570312
	Iteration 24Q: 3 clusters Score -2692020 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2692097.500000 Penalty: 4754.570312
	Iteration 25Q: 3 clusters Score -2692098 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2692179.250000 Penalty: 4754.570312
	Iteration 26Q: 3 clusters Score -2692179 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2692245.250000 Penalty: 4754.570312
	Iteration 27Q: 3 clusters Score -2692245 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2692297.500000 Penalty: 4754.570312
	Iteration 28Q: 3 clusters Score -2692298 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2692353.250000 Penalty: 4754.570312
	Iteration 29Q: 3 clusters Score -2692353 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2692391.000000 Penalty: 4754.570312
	Iteration 30Q: 3 clusters Score -2692391 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2692436.500000 Penalty: 4754.570312
	Iteration 31Q: 3 clusters Score -2692436 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2692471.500000 Penalty: 4754.570312
	Iteration 32Q: 3 clusters Score -2692472 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2692523.000000 Penalty: 4754.570312
	Iteration 33Q: 3 clusters Score -2692523 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2692548.250000 Penalty: 4754.570312
	Iteration 34Q: 3 clusters Score -2692548 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2692566.000000 Penalty: 4754.570312
	Iteration 35Q: 3 clusters Score -2692566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2692590.000000 Penalty: 4754.570312
	Iteration 36Q: 3 clusters Score -2692590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2692615.500000 Penalty: 4754.570312
	Iteration 37Q: 3 clusters Score -2692616 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2692633.750000 Penalty: 4754.570312
	Iteration 38Q: 3 clusters Score -2692634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2692661.500000 Penalty: 4754.570312
	Iteration 39Q: 3 clusters Score -2692662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2692678.250000 Penalty: 4754.570312
	Iteration 40F: 3 clusters Score -2692678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2692699.250000 Penalty: 4754.570312
	Iteration 41Q: 3 clusters Score -2692699 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2692724.750000 Penalty: 4754.570312
	Iteration 42Q: 3 clusters Score -2692725 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2692737.750000 Penalty: 4754.570312
	Iteration 43Q: 3 clusters Score -2692738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2692763.250000 Penalty: 4754.570312
	Iteration 44Q: 3 clusters Score -2692763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2692783.500000 Penalty: 4754.570312
	Iteration 45Q: 3 clusters Score -2692784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2692807.500000 Penalty: 4754.570312
	Iteration 46Q: 3 clusters Score -2692808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2692820.750000 Penalty: 4754.570312
	Iteration 47Q: 3 clusters Score -2692821 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2692838.500000 Penalty: 4754.570312
	Iteration 48Q: 3 clusters Score -2692838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2692863.750000 Penalty: 4754.570312
	Iteration 49Q: 3 clusters Score -2692864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2692886.250000 Penalty: 4754.570312
	Iteration 50Q: 3 clusters Score -2692886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2692910.250000 Penalty: 4754.570312
	Iteration 51Q: 3 clusters Score -2692910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2692917.250000 Penalty: 4754.570312
	Iteration 52Q: 3 clusters Score -2692917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2692941.250000 Penalty: 4754.570312
	Iteration 53Q: 3 clusters Score -2692941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2692961.250000 Penalty: 4754.570312
	Iteration 54Q: 3 clusters Score -2692961 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2692969.000000 Penalty: 4754.570312
	Iteration 55Q: 3 clusters Score -2692969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2692981.500000 Penalty: 4754.570312
	Iteration 56Q: 3 clusters Score -2692982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2692992.750000 Penalty: 4754.570312
	Iteration 57Q: 3 clusters Score -2692993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2692997.500000 Penalty: 4754.570312
	Iteration 58Q: 3 clusters Score -2692998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2693004.250000 Penalty: 4754.570312
	Iteration 59Q: 3 clusters Score -2693004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2693022.750000 Penalty: 4754.570312
	Iteration 60F: 3 clusters Score -2693023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2693034.500000 Penalty: 4754.570312
	Iteration 61Q: 3 clusters Score -2693034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2693039.750000 Penalty: 4754.570312
	Iteration 62Q: 3 clusters Score -2693040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2693043.000000 Penalty: 4754.570312
	Iteration 63Q: 3 clusters Score -2693043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2693050.250000 Penalty: 4754.570312
	Iteration 64Q: 3 clusters Score -2693050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2693051.250000 Penalty: 4754.570312
	Iteration 65Q: 3 clusters Score -2693051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2693056.750000 Penalty: 4754.570312
	Iteration 66Q: 3 clusters Score -2693057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2693066.750000 Penalty: 4754.570312
	Iteration 67Q: 3 clusters Score -2693067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2693073.000000 Penalty: 4754.570312
	Iteration 68Q: 3 clusters Score -2693073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2693074.250000 Penalty: 4754.570312
	Iteration 69Q: 3 clusters Score -2693074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2693084.500000 Penalty: 4754.570312
	Iteration 70Q: 3 clusters Score -2693084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2693085.000000 Penalty: 4754.570312
	Iteration 71Q: 3 clusters Score -2693085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2693092.750000 Penalty: 4754.570312
	Iteration 72Q: 3 clusters Score -2693093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2693094.250000 Penalty: 4754.570312
	Iteration 73Q: 3 clusters Score -2693094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2693102.000000 Penalty: 4754.570312
	Iteration 74Q: 3 clusters Score -2693102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2693109.250000 Penalty: 4754.570312
	Iteration 75Q: 3 clusters Score -2693109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2693108.250000 Penalty: 4754.570312
	Iteration 76Q: 3 clusters Score -2693108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2693115.750000 Penalty: 4754.570312
	Iteration 77Q: 3 clusters Score -2693116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2693124.000000 Penalty: 4754.570312
	Iteration 78Q: 3 clusters Score -2693124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2693127.750000 Penalty: 4754.570312
	Iteration 79Q: 3 clusters Score -2693128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2693133.000000 Penalty: 4754.570312
	Iteration 80F: 3 clusters Score -2693133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2693134.750000 Penalty: 4754.570312
	Iteration 81Q: 3 clusters Score -2693135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2693137.750000 Penalty: 4754.570312
	Iteration 82Q: 3 clusters Score -2693138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2693138.750000 Penalty: 4754.570312
	Iteration 83Q: 3 clusters Score -2693139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2693138.000000 Penalty: 4754.570312
	Iteration 84Q: 3 clusters Score -2693138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2693143.750000 Penalty: 4754.570312
	Iteration 85Q: 3 clusters Score -2693144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2693139.750000 Penalty: 4754.570312
	Iteration 86Q: 3 clusters Score -2693140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2693145.000000 Penalty: 4754.570312
	Iteration 87Q: 3 clusters Score -2693145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2693142.750000 Penalty: 4754.570312
	Iteration 88Q: 3 clusters Score -2693143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2693142.500000 Penalty: 4754.570312
	Iteration 89Q: 3 clusters Score -2693142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2693142.500000 Penalty: 4754.570312
	Iteration 90F: 3 clusters Score -2693142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -77940.679688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -77940.68 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 354 members 
Entering Unmasked Estep 
Score: -76359.593750 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -76359.59 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76902.976562 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -76902.98 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77188.179688 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -77188.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77336.828125 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -77336.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77426.195312 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -77426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77468.156250 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -77468.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77479.625000 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -77479.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -77489.734375 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -77489.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -77490.367188 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -77490.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -77490.367188 Penalty: 3220.901855
	Iteration 9F: 3 clusters Score -77490.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Entering Unmasked Estep 
Score: -8454718.000000 Penalty: 2660.737549
	Iteration 0F: 2 clusters Score -8454718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -8424917.000000 Penalty: 5321.475098
	Iteration 0F: 3 clusters Score -8424917 nChanged 21040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -8436573.000000 Penalty: 5321.475098
	Iteration 1F: 3 clusters Score -8436573 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -8437697.000000 Penalty: 5321.475098
	Iteration 2F: 3 clusters Score -8437697 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -8439382.000000 Penalty: 5321.475098
	Iteration 3F: 3 clusters Score -8439382 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -8441759.000000 Penalty: 5321.475098
	Iteration 4F: 3 clusters Score -8441759 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -8444584.000000 Penalty: 5321.475098
	Iteration 5F: 3 clusters Score -8444584 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -8447313.000000 Penalty: 5321.475098
	Iteration 6F: 3 clusters Score -8447313 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -8449348.000000 Penalty: 5321.475098
	Iteration 7F: 3 clusters Score -8449348 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -8450598.000000 Penalty: 5321.475098
	Iteration 8Q: 3 clusters Score -8450598 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -8451372.000000 Penalty: 5321.475098
	Iteration 9Q: 3 clusters Score -8451372 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -8451913.000000 Penalty: 5321.475098
	Iteration 10Q: 3 clusters Score -8451913 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -8452348.000000 Penalty: 5321.475098
	Iteration 11Q: 3 clusters Score -8452348 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -8452707.000000 Penalty: 5321.475098
	Iteration 12Q: 3 clusters Score -8452707 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -8452935.000000 Penalty: 5321.475098
	Iteration 13Q: 3 clusters Score -8452935 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -8453130.000000 Penalty: 5321.475098
	Iteration 14Q: 3 clusters Score -8453130 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -8453298.000000 Penalty: 5321.475098
	Iteration 15Q: 3 clusters Score -8453298 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -8453417.000000 Penalty: 5321.475098
	Iteration 16Q: 3 clusters Score -8453417 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -8453520.000000 Penalty: 5321.475098
	Iteration 17Q: 3 clusters Score -8453520 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -8453627.000000 Penalty: 5321.475098
	Iteration 18Q: 3 clusters Score -8453627 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -8453718.000000 Penalty: 5321.475098
	Iteration 19Q: 3 clusters Score -8453718 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -8453758.000000 Penalty: 5321.475098
	Iteration 20F: 3 clusters Score -8453758 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -8453840.000000 Penalty: 5321.475098
	Iteration 21Q: 3 clusters Score -8453840 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -8453917.000000 Penalty: 5321.475098
	Iteration 22Q: 3 clusters Score -8453917 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -8453920.000000 Penalty: 5321.475098
	Iteration 23Q: 3 clusters Score -8453920 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -8453935.000000 Penalty: 5321.475098
	Iteration 24Q: 3 clusters Score -8453935 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -8453989.000000 Penalty: 5321.475098
	Iteration 25Q: 3 clusters Score -8453989 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8454010.000000 Penalty: 5321.475098
	Iteration 26Q: 3 clusters Score -8454010 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8453989.000000 Penalty: 5321.475098
	Iteration 27Q: 3 clusters Score -8453989 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -8454012.000000 Penalty: 5321.475098
	Iteration 28Q: 3 clusters Score -8454012 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8454003.000000 Penalty: 5321.475098
	Iteration 29Q: 3 clusters Score -8454003 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -8454012.000000 Penalty: 5321.475098
	Iteration 30Q: 3 clusters Score -8454012 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8454005.000000 Penalty: 5321.475098
	Iteration 31Q: 3 clusters Score -8454005 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -8454012.000000 Penalty: 5321.475098
	Iteration 32Q: 3 clusters Score -8454012 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8454003.000000 Penalty: 5321.475098
	Iteration 33Q: 3 clusters Score -8454003 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8453979.000000 Penalty: 5321.475098
	Iteration 34Q: 3 clusters Score -8453979 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8453963.000000 Penalty: 5321.475098
	Iteration 35Q: 3 clusters Score -8453963 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8453951.000000 Penalty: 5321.475098
	Iteration 36Q: 3 clusters Score -8453951 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8453941.000000 Penalty: 5321.475098
	Iteration 37Q: 3 clusters Score -8453941 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -8453936.000000 Penalty: 5321.475098
	Iteration 38Q: 3 clusters Score -8453936 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8453903.000000 Penalty: 5321.475098
	Iteration 39Q: 3 clusters Score -8453903 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8453891.000000 Penalty: 5321.475098
	Iteration 40F: 3 clusters Score -8453891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8453874.000000 Penalty: 5321.475098
	Iteration 41Q: 3 clusters Score -8453874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8453877.000000 Penalty: 5321.475098
	Iteration 42Q: 3 clusters Score -8453877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8453880.000000 Penalty: 5321.475098
	Iteration 43Q: 3 clusters Score -8453880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8453878.000000 Penalty: 5321.475098
	Iteration 44Q: 3 clusters Score -8453878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8453854.000000 Penalty: 5321.475098
	Iteration 45Q: 3 clusters Score -8453854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8453843.000000 Penalty: 5321.475098
	Iteration 46Q: 3 clusters Score -8453843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8453845.000000 Penalty: 5321.475098
	Iteration 47Q: 3 clusters Score -8453845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8453827.000000 Penalty: 5321.475098
	Iteration 48Q: 3 clusters Score -8453827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8453841.000000 Penalty: 5321.475098
	Iteration 49Q: 3 clusters Score -8453841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8453824.000000 Penalty: 5321.475098
	Iteration 50Q: 3 clusters Score -8453824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8453814.000000 Penalty: 5321.475098
	Iteration 51Q: 3 clusters Score -8453814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8453809.000000 Penalty: 5321.475098
	Iteration 52Q: 3 clusters Score -8453809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8453817.000000 Penalty: 5321.475098
	Iteration 53Q: 3 clusters Score -8453817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8453827.000000 Penalty: 5321.475098
	Iteration 54Q: 3 clusters Score -8453827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8453823.000000 Penalty: 5321.475098
	Iteration 55Q: 3 clusters Score -8453823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8453815.000000 Penalty: 5321.475098
	Iteration 56Q: 3 clusters Score -8453815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8453815.000000 Penalty: 5321.475098
	Iteration 57Q: 3 clusters Score -8453815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8453799.000000 Penalty: 5321.475098
	Iteration 58Q: 3 clusters Score -8453799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8453795.000000 Penalty: 5321.475098
	Iteration 59Q: 3 clusters Score -8453795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8453790.000000 Penalty: 5321.475098
	Iteration 60F: 3 clusters Score -8453790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8453791.000000 Penalty: 5321.475098
	Iteration 61Q: 3 clusters Score -8453791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8453789.000000 Penalty: 5321.475098
	Iteration 62Q: 3 clusters Score -8453789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8453792.000000 Penalty: 5321.475098
	Iteration 63Q: 3 clusters Score -8453792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8453791.000000 Penalty: 5321.475098
	Iteration 64Q: 3 clusters Score -8453791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8453791.000000 Penalty: 5321.475098
	Iteration 65Q: 3 clusters Score -8453791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8453799.000000 Penalty: 5321.475098
	Iteration 66Q: 3 clusters Score -8453799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8453796.000000 Penalty: 5321.475098
	Iteration 67Q: 3 clusters Score -8453796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8453790.000000 Penalty: 5321.475098
	Iteration 68Q: 3 clusters Score -8453790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8453799.000000 Penalty: 5321.475098
	Iteration 69Q: 3 clusters Score -8453799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8453799.000000 Penalty: 5321.475098
	Iteration 70F: 3 clusters Score -8453799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -32279.650391 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -32279.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31112.804688 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -31112.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31322.841797 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -31322.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31513.281250 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -31513.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31675.099609 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -31675.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31828.464844 Penalty: 2951.518799
	Iteration 4F: 3 clusters Score -31828.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -31979.318359 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -31979.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -31992.697266 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -31992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31999.029297 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -31999.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31999.029297 Penalty: 2951.518799
	Iteration 8F: 3 clusters Score -31999.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Entering Unmasked Estep 
Score: -8743300.000000 Penalty: 2667.283447
	Iteration 0F: 2 clusters Score -8743300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -8713341.000000 Penalty: 5334.566895
	Iteration 0F: 3 clusters Score -8713341 nChanged 21636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -8725446.000000 Penalty: 5334.566895
	Iteration 1F: 3 clusters Score -8725446 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -8726022.000000 Penalty: 5334.566895
	Iteration 2Q: 3 clusters Score -8726022 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -8726460.000000 Penalty: 5334.566895
	Iteration 3Q: 3 clusters Score -8726460 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -8726852.000000 Penalty: 5334.566895
	Iteration 4Q: 3 clusters Score -8726852 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8727200.000000 Penalty: 5334.566895
	Iteration 5Q: 3 clusters Score -8727200 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -8727535.000000 Penalty: 5334.566895
	Iteration 6Q: 3 clusters Score -8727535 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -8727904.000000 Penalty: 5334.566895
	Iteration 7Q: 3 clusters Score -8727904 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -8728343.000000 Penalty: 5334.566895
	Iteration 8Q: 3 clusters Score -8728343 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -8729137.000000 Penalty: 5334.566895
	Iteration 9Q: 3 clusters Score -8729137 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -8730243.000000 Penalty: 5334.566895
	Iteration 10Q: 3 clusters Score -8730243 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -8731921.000000 Penalty: 5334.566895
	Iteration 11F: 3 clusters Score -8731921 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -8733947.000000 Penalty: 5334.566895
	Iteration 12F: 3 clusters Score -8733947 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -8735682.000000 Penalty: 5334.566895
	Iteration 13F: 3 clusters Score -8735682 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -8736754.000000 Penalty: 5334.566895
	Iteration 14Q: 3 clusters Score -8736754 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -8737195.000000 Penalty: 5334.566895
	Iteration 15Q: 3 clusters Score -8737195 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -8737481.000000 Penalty: 5334.566895
	Iteration 16Q: 3 clusters Score -8737481 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -8737675.000000 Penalty: 5334.566895
	Iteration 17Q: 3 clusters Score -8737675 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -8737843.000000 Penalty: 5334.566895
	Iteration 18Q: 3 clusters Score -8737843 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -8738026.000000 Penalty: 5334.566895
	Iteration 19Q: 3 clusters Score -8738026 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -8738221.000000 Penalty: 5334.566895
	Iteration 20F: 3 clusters Score -8738221 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -8738372.000000 Penalty: 5334.566895
	Iteration 21Q: 3 clusters Score -8738372 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -8738508.000000 Penalty: 5334.566895
	Iteration 22Q: 3 clusters Score -8738508 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -8738641.000000 Penalty: 5334.566895
	Iteration 23Q: 3 clusters Score -8738641 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -8738760.000000 Penalty: 5334.566895
	Iteration 24Q: 3 clusters Score -8738760 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -8738900.000000 Penalty: 5334.566895
	Iteration 25Q: 3 clusters Score -8738900 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -8739000.000000 Penalty: 5334.566895
	Iteration 26Q: 3 clusters Score -8739000 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -8739122.000000 Penalty: 5334.566895
	Iteration 27Q: 3 clusters Score -8739122 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -8739282.000000 Penalty: 5334.566895
	Iteration 28Q: 3 clusters Score -8739282 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -8739442.000000 Penalty: 5334.566895
	Iteration 29Q: 3 clusters Score -8739442 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -8739556.000000 Penalty: 5334.566895
	Iteration 30Q: 3 clusters Score -8739556 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -8739703.000000 Penalty: 5334.566895
	Iteration 31Q: 3 clusters Score -8739703 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -8739811.000000 Penalty: 5334.566895
	Iteration 32Q: 3 clusters Score -8739811 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -8739955.000000 Penalty: 5334.566895
	Iteration 33Q: 3 clusters Score -8739955 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -8740131.000000 Penalty: 5334.566895
	Iteration 34Q: 3 clusters Score -8740131 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -8740250.000000 Penalty: 5334.566895
	Iteration 35Q: 3 clusters Score -8740250 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -8740406.000000 Penalty: 5334.566895
	Iteration 36Q: 3 clusters Score -8740406 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -8740585.000000 Penalty: 5334.566895
	Iteration 37Q: 3 clusters Score -8740585 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -8740764.000000 Penalty: 5334.566895
	Iteration 38Q: 3 clusters Score -8740764 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -8740965.000000 Penalty: 5334.566895
	Iteration 39Q: 3 clusters Score -8740965 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -8741183.000000 Penalty: 5334.566895
	Iteration 40F: 3 clusters Score -8741183 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -8741343.000000 Penalty: 5334.566895
	Iteration 41Q: 3 clusters Score -8741343 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -8741499.000000 Penalty: 5334.566895
	Iteration 42Q: 3 clusters Score -8741499 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -8741639.000000 Penalty: 5334.566895
	Iteration 43Q: 3 clusters Score -8741639 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -8741673.000000 Penalty: 5334.566895
	Iteration 44Q: 3 clusters Score -8741673 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8741760.000000 Penalty: 5334.566895
	Iteration 45Q: 3 clusters Score -8741760 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -8741833.000000 Penalty: 5334.566895
	Iteration 46Q: 3 clusters Score -8741833 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8741855.000000 Penalty: 5334.566895
	Iteration 47Q: 3 clusters Score -8741855 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -8741897.000000 Penalty: 5334.566895
	Iteration 48Q: 3 clusters Score -8741897 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -8741890.000000 Penalty: 5334.566895
	Iteration 49Q: 3 clusters Score -8741890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -8741908.000000 Penalty: 5334.566895
	Iteration 50Q: 3 clusters Score -8741908 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -8741916.000000 Penalty: 5334.566895
	Iteration 51Q: 3 clusters Score -8741916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -8741917.000000 Penalty: 5334.566895
	Iteration 52Q: 3 clusters Score -8741917 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -8741950.000000 Penalty: 5334.566895
	Iteration 53Q: 3 clusters Score -8741950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -8741945.000000 Penalty: 5334.566895
	Iteration 54Q: 3 clusters Score -8741945 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -8741952.000000 Penalty: 5334.566895
	Iteration 55Q: 3 clusters Score -8741952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8741952.000000 Penalty: 5334.566895
	Iteration 56Q: 3 clusters Score -8741952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -8741972.000000 Penalty: 5334.566895
	Iteration 57Q: 3 clusters Score -8741972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -8741956.000000 Penalty: 5334.566895
	Iteration 58Q: 3 clusters Score -8741956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -8741960.000000 Penalty: 5334.566895
	Iteration 59Q: 3 clusters Score -8741960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -8741952.000000 Penalty: 5334.566895
	Iteration 60F: 3 clusters Score -8741952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -8741948.000000 Penalty: 5334.566895
	Iteration 61Q: 3 clusters Score -8741948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8741955.000000 Penalty: 5334.566895
	Iteration 62Q: 3 clusters Score -8741955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -8741938.000000 Penalty: 5334.566895
	Iteration 63Q: 3 clusters Score -8741938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -8741945.000000 Penalty: 5334.566895
	Iteration 64Q: 3 clusters Score -8741945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -8741947.000000 Penalty: 5334.566895
	Iteration 65Q: 3 clusters Score -8741947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -8741947.000000 Penalty: 5334.566895
	Iteration 66Q: 3 clusters Score -8741947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8741933.000000 Penalty: 5334.566895
	Iteration 67Q: 3 clusters Score -8741933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8741938.000000 Penalty: 5334.566895
	Iteration 68Q: 3 clusters Score -8741938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -8741935.000000 Penalty: 5334.566895
	Iteration 69Q: 3 clusters Score -8741935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -8741942.000000 Penalty: 5334.566895
	Iteration 70Q: 3 clusters Score -8741942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -8741932.000000 Penalty: 5334.566895
	Iteration 71Q: 3 clusters Score -8741932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -8741943.000000 Penalty: 5334.566895
	Iteration 72Q: 3 clusters Score -8741943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -8741932.000000 Penalty: 5334.566895
	Iteration 73Q: 3 clusters Score -8741932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -8741900.000000 Penalty: 5334.566895
	Iteration 74Q: 3 clusters Score -8741900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -8741891.000000 Penalty: 5334.566895
	Iteration 75Q: 3 clusters Score -8741891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -8741895.000000 Penalty: 5334.566895
	Iteration 76Q: 3 clusters Score -8741895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -8741896.000000 Penalty: 5334.566895
	Iteration 77Q: 3 clusters Score -8741896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -8741880.000000 Penalty: 5334.566895
	Iteration 78Q: 3 clusters Score -8741880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -8741876.000000 Penalty: 5334.566895
	Iteration 79Q: 3 clusters Score -8741876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -8741873.000000 Penalty: 5334.566895
	Iteration 80F: 3 clusters Score -8741873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -8741869.000000 Penalty: 5334.566895
	Iteration 81Q: 3 clusters Score -8741869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -8741865.000000 Penalty: 5334.566895
	Iteration 82Q: 3 clusters Score -8741865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -8741866.000000 Penalty: 5334.566895
	Iteration 83Q: 3 clusters Score -8741866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -8741860.000000 Penalty: 5334.566895
	Iteration 84Q: 3 clusters Score -8741860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -8741875.000000 Penalty: 5334.566895
	Iteration 85Q: 3 clusters Score -8741875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -8741869.000000 Penalty: 5334.566895
	Iteration 86Q: 3 clusters Score -8741869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -8741864.000000 Penalty: 5334.566895
	Iteration 87Q: 3 clusters Score -8741864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -8741869.000000 Penalty: 5334.566895
	Iteration 88Q: 3 clusters Score -8741869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -8741856.000000 Penalty: 5334.566895
	Iteration 89Q: 3 clusters Score -8741856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -8741854.000000 Penalty: 5334.566895
	Iteration 90Q: 3 clusters Score -8741854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8741848.000000 Penalty: 5334.566895
	Iteration 91Q: 3 clusters Score -8741848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -8741848.000000 Penalty: 5334.566895
	Iteration 92Q: 3 clusters Score -8741848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -8741839.000000 Penalty: 5334.566895
	Iteration 93Q: 3 clusters Score -8741839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -8741841.000000 Penalty: 5334.566895
	Iteration 94Q: 3 clusters Score -8741841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8741845.000000 Penalty: 5334.566895
	Iteration 95Q: 3 clusters Score -8741845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8741842.000000 Penalty: 5334.566895
	Iteration 96Q: 3 clusters Score -8741842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -8741844.000000 Penalty: 5334.566895
	Iteration 97Q: 3 clusters Score -8741844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8741835.000000 Penalty: 5334.566895
	Iteration 98Q: 3 clusters Score -8741835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8741836.000000 Penalty: 5334.566895
	Iteration 99Q: 3 clusters Score -8741836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -8741837.000000 Penalty: 5334.566895
	Iteration 100F: 3 clusters Score -8741837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -8741815.000000 Penalty: 5334.566895
	Iteration 101Q: 3 clusters Score -8741815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8741812.000000 Penalty: 5334.566895
	Iteration 102Q: 3 clusters Score -8741812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -8741815.000000 Penalty: 5334.566895
	Iteration 103Q: 3 clusters Score -8741815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -8741815.000000 Penalty: 5334.566895
	Iteration 104Q: 3 clusters Score -8741815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -8741814.000000 Penalty: 5334.566895
	Iteration 105Q: 3 clusters Score -8741814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -8741804.000000 Penalty: 5334.566895
	Iteration 106Q: 3 clusters Score -8741804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -8741804.000000 Penalty: 5334.566895
	Iteration 107Q: 3 clusters Score -8741804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -8741794.000000 Penalty: 5334.566895
	Iteration 108Q: 3 clusters Score -8741794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -8741789.000000 Penalty: 5334.566895
	Iteration 109Q: 3 clusters Score -8741789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -8741792.000000 Penalty: 5334.566895
	Iteration 110Q: 3 clusters Score -8741792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -8741791.000000 Penalty: 5334.566895
	Iteration 111Q: 3 clusters Score -8741791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -8741804.000000 Penalty: 5334.566895
	Iteration 112Q: 3 clusters Score -8741804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -8741794.000000 Penalty: 5334.566895
	Iteration 113Q: 3 clusters Score -8741794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -8741791.000000 Penalty: 5334.566895
	Iteration 114Q: 3 clusters Score -8741791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -8741782.000000 Penalty: 5334.566895
	Iteration 115Q: 3 clusters Score -8741782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -8741784.000000 Penalty: 5334.566895
	Iteration 116Q: 3 clusters Score -8741784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -8741780.000000 Penalty: 5334.566895
	Iteration 117Q: 3 clusters Score -8741780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8741780.000000 Penalty: 5334.566895
	Iteration 118Q: 3 clusters Score -8741780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8741780.000000 Penalty: 5334.566895
	Iteration 119F: 3 clusters Score -8741780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Entering Unmasked Estep 
Score: -9111237.000000 Penalty: 2680.902832
	Iteration 0F: 2 clusters Score -9111237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -9079749.000000 Penalty: 5361.805664
	Iteration 0F: 3 clusters Score -9079749 nChanged 22692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -9092203.000000 Penalty: 5361.805664
	Iteration 1F: 3 clusters Score -9092203 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -9092708.000000 Penalty: 5361.805664
	Iteration 2Q: 3 clusters Score -9092708 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -9093125.000000 Penalty: 5361.805664
	Iteration 3Q: 3 clusters Score -9093125 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -9093642.000000 Penalty: 5361.805664
	Iteration 4Q: 3 clusters Score -9093642 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -9094479.000000 Penalty: 5361.805664
	Iteration 5Q: 3 clusters Score -9094479 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -9095698.000000 Penalty: 5361.805664
	Iteration 6Q: 3 clusters Score -9095698 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -9097719.000000 Penalty: 5361.805664
	Iteration 7F: 3 clusters Score -9097719 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -9101095.000000 Penalty: 5361.805664
	Iteration 8F: 3 clusters Score -9101095 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -9104788.000000 Penalty: 5361.805664
	Iteration 9F: 3 clusters Score -9104788 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -9107245.000000 Penalty: 5361.805664
	Iteration 10F: 3 clusters Score -9107245 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -9108237.000000 Penalty: 5361.805664
	Iteration 11Q: 3 clusters Score -9108237 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -9108595.000000 Penalty: 5361.805664
	Iteration 12Q: 3 clusters Score -9108595 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -9108714.000000 Penalty: 5361.805664
	Iteration 13Q: 3 clusters Score -9108714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -9108783.000000 Penalty: 5361.805664
	Iteration 14Q: 3 clusters Score -9108783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -9108825.000000 Penalty: 5361.805664
	Iteration 15Q: 3 clusters Score -9108825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -9108840.000000 Penalty: 5361.805664
	Iteration 16Q: 3 clusters Score -9108840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -9108847.000000 Penalty: 5361.805664
	Iteration 17Q: 3 clusters Score -9108847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -9108871.000000 Penalty: 5361.805664
	Iteration 18Q: 3 clusters Score -9108871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -9108881.000000 Penalty: 5361.805664
	Iteration 19Q: 3 clusters Score -9108881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -9108886.000000 Penalty: 5361.805664
	Iteration 20F: 3 clusters Score -9108886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -9108897.000000 Penalty: 5361.805664
	Iteration 21Q: 3 clusters Score -9108897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -9108899.000000 Penalty: 5361.805664
	Iteration 22Q: 3 clusters Score -9108899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -9108899.000000 Penalty: 5361.805664
	Iteration 23F: 3 clusters Score -9108899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Entering Unmasked Estep 
Score: -9070368.000000 Penalty: 2680.104980
	Iteration 0F: 2 clusters Score -9070368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -9039431.000000 Penalty: 5360.209961
	Iteration 0F: 3 clusters Score -9039431 nChanged 22680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -9051963.000000 Penalty: 5360.209961
	Iteration 1F: 3 clusters Score -9051963 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -9052473.000000 Penalty: 5360.209961
	Iteration 2Q: 3 clusters Score -9052473 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -9052943.000000 Penalty: 5360.209961
	Iteration 3Q: 3 clusters Score -9052943 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -9053650.000000 Penalty: 5360.209961
	Iteration 4Q: 3 clusters Score -9053650 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -9054617.000000 Penalty: 5360.209961
	Iteration 5Q: 3 clusters Score -9054617 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -9055957.000000 Penalty: 5360.209961
	Iteration 6Q: 3 clusters Score -9055957 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -9057623.000000 Penalty: 5360.209961
	Iteration 7F: 3 clusters Score -9057623 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -9059450.000000 Penalty: 5360.209961
	Iteration 8F: 3 clusters Score -9059450 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -9061389.000000 Penalty: 5360.209961
	Iteration 9F: 3 clusters Score -9061389 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -9063370.000000 Penalty: 5360.209961
	Iteration 10F: 3 clusters Score -9063370 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -9064948.000000 Penalty: 5360.209961
	Iteration 11F: 3 clusters Score -9064948 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -9065931.000000 Penalty: 5360.209961
	Iteration 12Q: 3 clusters Score -9065931 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -9066322.000000 Penalty: 5360.209961
	Iteration 13Q: 3 clusters Score -9066322 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -9066607.000000 Penalty: 5360.209961
	Iteration 14Q: 3 clusters Score -9066607 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -9066865.000000 Penalty: 5360.209961
	Iteration 15Q: 3 clusters Score -9066865 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -9067042.000000 Penalty: 5360.209961
	Iteration 16Q: 3 clusters Score -9067042 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -9067223.000000 Penalty: 5360.209961
	Iteration 17Q: 3 clusters Score -9067223 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -9067381.000000 Penalty: 5360.209961
	Iteration 18Q: 3 clusters Score -9067381 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -9067507.000000 Penalty: 5360.209961
	Iteration 19Q: 3 clusters Score -9067507 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -9067659.000000 Penalty: 5360.209961
	Iteration 20F: 3 clusters Score -9067659 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -9067794.000000 Penalty: 5360.209961
	Iteration 21Q: 3 clusters Score -9067794 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -9067911.000000 Penalty: 5360.209961
	Iteration 22Q: 3 clusters Score -9067911 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -9068040.000000 Penalty: 5360.209961
	Iteration 23Q: 3 clusters Score -9068040 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -9068143.000000 Penalty: 5360.209961
	Iteration 24Q: 3 clusters Score -9068143 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -9068261.000000 Penalty: 5360.209961
	Iteration 25Q: 3 clusters Score -9068261 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -9068351.000000 Penalty: 5360.209961
	Iteration 26Q: 3 clusters Score -9068351 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -9068465.000000 Penalty: 5360.209961
	Iteration 27Q: 3 clusters Score -9068465 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -9068593.000000 Penalty: 5360.209961
	Iteration 28Q: 3 clusters Score -9068593 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -9068664.000000 Penalty: 5360.209961
	Iteration 29Q: 3 clusters Score -9068664 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -9068756.000000 Penalty: 5360.209961
	Iteration 30Q: 3 clusters Score -9068756 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -9068843.000000 Penalty: 5360.209961
	Iteration 31Q: 3 clusters Score -9068843 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -9068923.000000 Penalty: 5360.209961
	Iteration 32Q: 3 clusters Score -9068923 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -9068994.000000 Penalty: 5360.209961
	Iteration 33Q: 3 clusters Score -9068994 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -9069086.000000 Penalty: 5360.209961
	Iteration 34Q: 3 clusters Score -9069086 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -9069194.000000 Penalty: 5360.209961
	Iteration 35Q: 3 clusters Score -9069194 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -9069291.000000 Penalty: 5360.209961
	Iteration 36Q: 3 clusters Score -9069291 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -9069324.000000 Penalty: 5360.209961
	Iteration 37Q: 3 clusters Score -9069324 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -9069364.000000 Penalty: 5360.209961
	Iteration 38Q: 3 clusters Score -9069364 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -9069430.000000 Penalty: 5360.209961
	Iteration 39Q: 3 clusters Score -9069430 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -9069515.000000 Penalty: 5360.209961
	Iteration 40F: 3 clusters Score -9069515 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -9069555.000000 Penalty: 5360.209961
	Iteration 41Q: 3 clusters Score -9069555 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -9069611.000000 Penalty: 5360.209961
	Iteration 42Q: 3 clusters Score -9069611 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -9069650.000000 Penalty: 5360.209961
	Iteration 43Q: 3 clusters Score -9069650 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -9069708.000000 Penalty: 5360.209961
	Iteration 44Q: 3 clusters Score -9069708 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -9069770.000000 Penalty: 5360.209961
	Iteration 45Q: 3 clusters Score -9069770 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -9069819.000000 Penalty: 5360.209961
	Iteration 46Q: 3 clusters Score -9069819 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -9069894.000000 Penalty: 5360.209961
	Iteration 47Q: 3 clusters Score -9069894 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -9069929.000000 Penalty: 5360.209961
	Iteration 48Q: 3 clusters Score -9069929 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -9069981.000000 Penalty: 5360.209961
	Iteration 49Q: 3 clusters Score -9069981 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -9070009.000000 Penalty: 5360.209961
	Iteration 50Q: 3 clusters Score -9070009 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -9070010.000000 Penalty: 5360.209961
	Iteration 51Q: 3 clusters Score -9070010 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -9070046.000000 Penalty: 5360.209961
	Iteration 52Q: 3 clusters Score -9070046 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -9070084.000000 Penalty: 5360.209961
	Iteration 53Q: 3 clusters Score -9070084 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -9070104.000000 Penalty: 5360.209961
	Iteration 54Q: 3 clusters Score -9070104 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -9070144.000000 Penalty: 5360.209961
	Iteration 55Q: 3 clusters Score -9070144 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -9070154.000000 Penalty: 5360.209961
	Iteration 56Q: 3 clusters Score -9070154 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -9070176.000000 Penalty: 5360.209961
	Iteration 57Q: 3 clusters Score -9070176 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -9070178.000000 Penalty: 5360.209961
	Iteration 58Q: 3 clusters Score -9070178 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -9070217.000000 Penalty: 5360.209961
	Iteration 59Q: 3 clusters Score -9070217 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -9070212.000000 Penalty: 5360.209961
	Iteration 60F: 3 clusters Score -9070212 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -9070256.000000 Penalty: 5360.209961
	Iteration 61Q: 3 clusters Score -9070256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -9070243.000000 Penalty: 5360.209961
	Iteration 62Q: 3 clusters Score -9070243 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -9070293.000000 Penalty: 5360.209961
	Iteration 63Q: 3 clusters Score -9070293 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -9070306.000000 Penalty: 5360.209961
	Iteration 64Q: 3 clusters Score -9070306 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -9070346.000000 Penalty: 5360.209961
	Iteration 65Q: 3 clusters Score -9070346 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -9070366.000000 Penalty: 5360.209961
	Iteration 66Q: 3 clusters Score -9070366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -9070348.000000 Penalty: 5360.209961
	Iteration 67Q: 3 clusters Score -9070348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -9070370.000000 Penalty: 5360.209961
	Iteration 68Q: 3 clusters Score -9070370 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -9070395.000000 Penalty: 5360.209961
	Iteration 69Q: 3 clusters Score -9070395 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -9070430.000000 Penalty: 5360.209961
	Iteration 70Q: 3 clusters Score -9070430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -9070451.000000 Penalty: 5360.209961
	Iteration 71Q: 3 clusters Score -9070451 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -9070481.000000 Penalty: 5360.209961
	Iteration 72Q: 3 clusters Score -9070481 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -9070509.000000 Penalty: 5360.209961
	Iteration 73Q: 3 clusters Score -9070509 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -9070518.000000 Penalty: 5360.209961
	Iteration 74Q: 3 clusters Score -9070518 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -9070529.000000 Penalty: 5360.209961
	Iteration 75Q: 3 clusters Score -9070529 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -9070534.000000 Penalty: 5360.209961
	Iteration 76Q: 3 clusters Score -9070534 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -9070567.000000 Penalty: 5360.209961
	Iteration 77Q: 3 clusters Score -9070567 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -9070561.000000 Penalty: 5360.209961
	Iteration 78Q: 3 clusters Score -9070561 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -9070547.000000 Penalty: 5360.209961
	Iteration 79Q: 3 clusters Score -9070547 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -9070548.000000 Penalty: 5360.209961
	Iteration 80F: 3 clusters Score -9070548 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -9070558.000000 Penalty: 5360.209961
	Iteration 81Q: 3 clusters Score -9070558 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -9070547.000000 Penalty: 5360.209961
	Iteration 82Q: 3 clusters Score -9070547 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -9070532.000000 Penalty: 5360.209961
	Iteration 83Q: 3 clusters Score -9070532 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -9070500.000000 Penalty: 5360.209961
	Iteration 84Q: 3 clusters Score -9070500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -9070463.000000 Penalty: 5360.209961
	Iteration 85Q: 3 clusters Score -9070463 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -9070424.000000 Penalty: 5360.209961
	Iteration 86Q: 3 clusters Score -9070424 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -9070395.000000 Penalty: 5360.209961
	Iteration 87Q: 3 clusters Score -9070395 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -9070402.000000 Penalty: 5360.209961
	Iteration 88Q: 3 clusters Score -9070402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -9070400.000000 Penalty: 5360.209961
	Iteration 89Q: 3 clusters Score -9070400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -9070352.000000 Penalty: 5360.209961
	Iteration 90Q: 3 clusters Score -9070352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -9070349.000000 Penalty: 5360.209961
	Iteration 91Q: 3 clusters Score -9070349 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -9070326.000000 Penalty: 5360.209961
	Iteration 92Q: 3 clusters Score -9070326 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -9070328.000000 Penalty: 5360.209961
	Iteration 93Q: 3 clusters Score -9070328 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -9070320.000000 Penalty: 5360.209961
	Iteration 94Q: 3 clusters Score -9070320 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -9070275.000000 Penalty: 5360.209961
	Iteration 95Q: 3 clusters Score -9070275 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -9070240.000000 Penalty: 5360.209961
	Iteration 96Q: 3 clusters Score -9070240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -9070213.000000 Penalty: 5360.209961
	Iteration 97Q: 3 clusters Score -9070213 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -9070179.000000 Penalty: 5360.209961
	Iteration 98Q: 3 clusters Score -9070179 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -9070146.000000 Penalty: 5360.209961
	Iteration 99Q: 3 clusters Score -9070146 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -9070123.000000 Penalty: 5360.209961
	Iteration 100F: 3 clusters Score -9070123 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -9070099.000000 Penalty: 5360.209961
	Iteration 101Q: 3 clusters Score -9070099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -9070080.000000 Penalty: 5360.209961
	Iteration 102Q: 3 clusters Score -9070080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -9070069.000000 Penalty: 5360.209961
	Iteration 103Q: 3 clusters Score -9070069 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -9070036.000000 Penalty: 5360.209961
	Iteration 104Q: 3 clusters Score -9070036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -9070017.000000 Penalty: 5360.209961
	Iteration 105Q: 3 clusters Score -9070017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -9069995.000000 Penalty: 5360.209961
	Iteration 106Q: 3 clusters Score -9069995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -9069968.000000 Penalty: 5360.209961
	Iteration 107Q: 3 clusters Score -9069968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -9069961.000000 Penalty: 5360.209961
	Iteration 108Q: 3 clusters Score -9069961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9069913.000000 Penalty: 5360.209961
	Iteration 109Q: 3 clusters Score -9069913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -9069877.000000 Penalty: 5360.209961
	Iteration 110Q: 3 clusters Score -9069877 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -9069854.000000 Penalty: 5360.209961
	Iteration 111Q: 3 clusters Score -9069854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -9069829.000000 Penalty: 5360.209961
	Iteration 112Q: 3 clusters Score -9069829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -9069809.000000 Penalty: 5360.209961
	Iteration 113Q: 3 clusters Score -9069809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9069797.000000 Penalty: 5360.209961
	Iteration 114Q: 3 clusters Score -9069797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -9069765.000000 Penalty: 5360.209961
	Iteration 115Q: 3 clusters Score -9069765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -9069752.000000 Penalty: 5360.209961
	Iteration 116Q: 3 clusters Score -9069752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -9069739.000000 Penalty: 5360.209961
	Iteration 117Q: 3 clusters Score -9069739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -9069727.000000 Penalty: 5360.209961
	Iteration 118Q: 3 clusters Score -9069727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -9069735.000000 Penalty: 5360.209961
	Iteration 119Q: 3 clusters Score -9069735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9069727.000000 Penalty: 5360.209961
	Iteration 120F: 3 clusters Score -9069727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -9069724.000000 Penalty: 5360.209961
	Iteration 121Q: 3 clusters Score -9069724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -9069708.000000 Penalty: 5360.209961
	Iteration 122Q: 3 clusters Score -9069708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -9069699.000000 Penalty: 5360.209961
	Iteration 123Q: 3 clusters Score -9069699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -9069687.000000 Penalty: 5360.209961
	Iteration 124Q: 3 clusters Score -9069687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -9069685.000000 Penalty: 5360.209961
	Iteration 125Q: 3 clusters Score -9069685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9069681.000000 Penalty: 5360.209961
	Iteration 126Q: 3 clusters Score -9069681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -9069667.000000 Penalty: 5360.209961
	Iteration 127Q: 3 clusters Score -9069667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -9069662.000000 Penalty: 5360.209961
	Iteration 128Q: 3 clusters Score -9069662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -9069651.000000 Penalty: 5360.209961
	Iteration 129Q: 3 clusters Score -9069651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -9069643.000000 Penalty: 5360.209961
	Iteration 130Q: 3 clusters Score -9069643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -9069636.000000 Penalty: 5360.209961
	Iteration 131Q: 3 clusters Score -9069636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -9069624.000000 Penalty: 5360.209961
	Iteration 132Q: 3 clusters Score -9069624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -9069624.000000 Penalty: 5360.209961
	Iteration 133Q: 3 clusters Score -9069624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -9069624.000000 Penalty: 5360.209961
	Iteration 134Q: 3 clusters Score -9069624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -9069612.000000 Penalty: 5360.209961
	Iteration 135Q: 3 clusters Score -9069612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9069610.000000 Penalty: 5360.209961
	Iteration 136Q: 3 clusters Score -9069610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -9069606.000000 Penalty: 5360.209961
	Iteration 137Q: 3 clusters Score -9069606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9069607.000000 Penalty: 5360.209961
	Iteration 138Q: 3 clusters Score -9069607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -9069606.000000 Penalty: 5360.209961
	Iteration 139Q: 3 clusters Score -9069606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -9069599.000000 Penalty: 5360.209961
	Iteration 140F: 3 clusters Score -9069599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9069592.000000 Penalty: 5360.209961
	Iteration 141Q: 3 clusters Score -9069592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -9069597.000000 Penalty: 5360.209961
	Iteration 142Q: 3 clusters Score -9069597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -9069596.000000 Penalty: 5360.209961
	Iteration 143Q: 3 clusters Score -9069596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -9069597.000000 Penalty: 5360.209961
	Iteration 144Q: 3 clusters Score -9069597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -9069600.000000 Penalty: 5360.209961
	Iteration 145Q: 3 clusters Score -9069600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -9069595.000000 Penalty: 5360.209961
	Iteration 146Q: 3 clusters Score -9069595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9069601.000000 Penalty: 5360.209961
	Iteration 147Q: 3 clusters Score -9069601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9069595.000000 Penalty: 5360.209961
	Iteration 148Q: 3 clusters Score -9069595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -9069601.000000 Penalty: 5360.209961
	Iteration 149Q: 3 clusters Score -9069601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -9069603.000000 Penalty: 5360.209961
	Iteration 150Q: 3 clusters Score -9069603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -9069604.000000 Penalty: 5360.209961
	Iteration 151Q: 3 clusters Score -9069604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9069608.000000 Penalty: 5360.209961
	Iteration 152Q: 3 clusters Score -9069608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -9069593.000000 Penalty: 5360.209961
	Iteration 153Q: 3 clusters Score -9069593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -9069603.000000 Penalty: 5360.209961
	Iteration 154Q: 3 clusters Score -9069603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -9069598.000000 Penalty: 5360.209961
	Iteration 155Q: 3 clusters Score -9069598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9069596.000000 Penalty: 5360.209961
	Iteration 156Q: 3 clusters Score -9069596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9069594.000000 Penalty: 5360.209961
	Iteration 157Q: 3 clusters Score -9069594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9069593.000000 Penalty: 5360.209961
	Iteration 158Q: 3 clusters Score -9069593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -9069597.000000 Penalty: 5360.209961
	Iteration 159Q: 3 clusters Score -9069597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -9069597.000000 Penalty: 5360.209961
	Iteration 160F: 3 clusters Score -9069597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Entering Unmasked Estep 
Score: -8088584.500000 Penalty: 2649.212402
	Iteration 0F: 2 clusters Score -8088584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -8059797.500000 Penalty: 5298.424805
	Iteration 0F: 3 clusters Score -8059798 nChanged 19895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -8070981.000000 Penalty: 5298.424805
	Iteration 1F: 3 clusters Score -8070981 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -8071818.500000 Penalty: 5298.424805
	Iteration 2Q: 3 clusters Score -8071818 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -8073053.000000 Penalty: 5298.424805
	Iteration 3F: 3 clusters Score -8073053 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -8074740.500000 Penalty: 5298.424805
	Iteration 4F: 3 clusters Score -8074740 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -8077112.500000 Penalty: 5298.424805
	Iteration 5F: 3 clusters Score -8077112 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -8080031.000000 Penalty: 5298.424805
	Iteration 6F: 3 clusters Score -8080031 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -8082953.000000 Penalty: 5298.424805
	Iteration 7F: 3 clusters Score -8082953 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -8084776.000000 Penalty: 5298.424805
	Iteration 8F: 3 clusters Score -8084776 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -8085486.500000 Penalty: 5298.424805
	Iteration 9Q: 3 clusters Score -8085486 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -8085802.000000 Penalty: 5298.424805
	Iteration 10Q: 3 clusters Score -8085802 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -8086007.000000 Penalty: 5298.424805
	Iteration 11Q: 3 clusters Score -8086007 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -8086218.500000 Penalty: 5298.424805
	Iteration 12Q: 3 clusters Score -8086218 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -8086325.000000 Penalty: 5298.424805
	Iteration 13Q: 3 clusters Score -8086325 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -8086414.000000 Penalty: 5298.424805
	Iteration 14Q: 3 clusters Score -8086414 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -8086492.000000 Penalty: 5298.424805
	Iteration 15Q: 3 clusters Score -8086492 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -8086588.500000 Penalty: 5298.424805
	Iteration 16Q: 3 clusters Score -8086588 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -8086676.000000 Penalty: 5298.424805
	Iteration 17Q: 3 clusters Score -8086676 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -8086716.000000 Penalty: 5298.424805
	Iteration 18Q: 3 clusters Score -8086716 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -8086747.500000 Penalty: 5298.424805
	Iteration 19Q: 3 clusters Score -8086748 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -8086789.000000 Penalty: 5298.424805
	Iteration 20F: 3 clusters Score -8086789 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -8086807.500000 Penalty: 5298.424805
	Iteration 21Q: 3 clusters Score -8086808 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -8086852.000000 Penalty: 5298.424805
	Iteration 22Q: 3 clusters Score -8086852 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -8086883.000000 Penalty: 5298.424805
	Iteration 23Q: 3 clusters Score -8086883 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -8086914.000000 Penalty: 5298.424805
	Iteration 24Q: 3 clusters Score -8086914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -8086950.500000 Penalty: 5298.424805
	Iteration 25Q: 3 clusters Score -8086950 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -8086963.000000 Penalty: 5298.424805
	Iteration 26Q: 3 clusters Score -8086963 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -8086987.000000 Penalty: 5298.424805
	Iteration 27Q: 3 clusters Score -8086987 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -8086995.000000 Penalty: 5298.424805
	Iteration 28Q: 3 clusters Score -8086995 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -8087008.000000 Penalty: 5298.424805
	Iteration 29Q: 3 clusters Score -8087008 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -8087031.500000 Penalty: 5298.424805
	Iteration 30Q: 3 clusters Score -8087032 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -8087067.000000 Penalty: 5298.424805
	Iteration 31Q: 3 clusters Score -8087067 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -8087090.000000 Penalty: 5298.424805
	Iteration 32Q: 3 clusters Score -8087090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -8087105.000000 Penalty: 5298.424805
	Iteration 33Q: 3 clusters Score -8087105 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -8087117.000000 Penalty: 5298.424805
	Iteration 34Q: 3 clusters Score -8087117 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -8087149.500000 Penalty: 5298.424805
	Iteration 35Q: 3 clusters Score -8087150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -8087175.000000 Penalty: 5298.424805
	Iteration 36Q: 3 clusters Score -8087175 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -8087178.500000 Penalty: 5298.424805
	Iteration 37Q: 3 clusters Score -8087178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -8087179.500000 Penalty: 5298.424805
	Iteration 38Q: 3 clusters Score -8087180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -8087190.500000 Penalty: 5298.424805
	Iteration 39Q: 3 clusters Score -8087190 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -8087202.000000 Penalty: 5298.424805
	Iteration 40F: 3 clusters Score -8087202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -8087221.500000 Penalty: 5298.424805
	Iteration 41Q: 3 clusters Score -8087222 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -8087229.000000 Penalty: 5298.424805
	Iteration 42Q: 3 clusters Score -8087229 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -8087232.500000 Penalty: 5298.424805
	Iteration 43Q: 3 clusters Score -8087232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -8087222.500000 Penalty: 5298.424805
	Iteration 44Q: 3 clusters Score -8087222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -8087224.000000 Penalty: 5298.424805
	Iteration 45Q: 3 clusters Score -8087224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -8087249.000000 Penalty: 5298.424805
	Iteration 46Q: 3 clusters Score -8087249 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -8087252.000000 Penalty: 5298.424805
	Iteration 47Q: 3 clusters Score -8087252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -8087275.000000 Penalty: 5298.424805
	Iteration 48Q: 3 clusters Score -8087275 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8087312.000000 Penalty: 5298.424805
	Iteration 49Q: 3 clusters Score -8087312 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -8087335.500000 Penalty: 5298.424805
	Iteration 50Q: 3 clusters Score -8087336 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -8087357.500000 Penalty: 5298.424805
	Iteration 51Q: 3 clusters Score -8087358 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -8087379.000000 Penalty: 5298.424805
	Iteration 52Q: 3 clusters Score -8087379 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -8087384.500000 Penalty: 5298.424805
	Iteration 53Q: 3 clusters Score -8087384 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -8087384.500000 Penalty: 5298.424805
	Iteration 54Q: 3 clusters Score -8087384 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -8087430.000000 Penalty: 5298.424805
	Iteration 55Q: 3 clusters Score -8087430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -8087434.500000 Penalty: 5298.424805
	Iteration 56Q: 3 clusters Score -8087434 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -8087463.500000 Penalty: 5298.424805
	Iteration 57Q: 3 clusters Score -8087464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -8087468.000000 Penalty: 5298.424805
	Iteration 58Q: 3 clusters Score -8087468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -8087479.500000 Penalty: 5298.424805
	Iteration 59Q: 3 clusters Score -8087480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -8087479.500000 Penalty: 5298.424805
	Iteration 60F: 3 clusters Score -8087480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -8087469.500000 Penalty: 5298.424805
	Iteration 61Q: 3 clusters Score -8087470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -8087489.000000 Penalty: 5298.424805
	Iteration 62Q: 3 clusters Score -8087489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -8087502.500000 Penalty: 5298.424805
	Iteration 63Q: 3 clusters Score -8087502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -8087516.500000 Penalty: 5298.424805
	Iteration 64Q: 3 clusters Score -8087516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -8087532.000000 Penalty: 5298.424805
	Iteration 65Q: 3 clusters Score -8087532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -8087527.000000 Penalty: 5298.424805
	Iteration 66Q: 3 clusters Score -8087527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -8087525.500000 Penalty: 5298.424805
	Iteration 67Q: 3 clusters Score -8087526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -8087530.500000 Penalty: 5298.424805
	Iteration 68Q: 3 clusters Score -8087530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -8087537.500000 Penalty: 5298.424805
	Iteration 69Q: 3 clusters Score -8087538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -8087540.000000 Penalty: 5298.424805
	Iteration 70Q: 3 clusters Score -8087540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -8087543.500000 Penalty: 5298.424805
	Iteration 71Q: 3 clusters Score -8087544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -8087562.000000 Penalty: 5298.424805
	Iteration 72Q: 3 clusters Score -8087562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -8087574.000000 Penalty: 5298.424805
	Iteration 73Q: 3 clusters Score -8087574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -8087570.500000 Penalty: 5298.424805
	Iteration 74Q: 3 clusters Score -8087570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -8087564.500000 Penalty: 5298.424805
	Iteration 75Q: 3 clusters Score -8087564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -8087576.000000 Penalty: 5298.424805
	Iteration 76Q: 3 clusters Score -8087576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -8087589.000000 Penalty: 5298.424805
	Iteration 77Q: 3 clusters Score -8087589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -8087582.500000 Penalty: 5298.424805
	Iteration 78Q: 3 clusters Score -8087582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -8087575.000000 Penalty: 5298.424805
	Iteration 79Q: 3 clusters Score -8087575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -8087575.500000 Penalty: 5298.424805
	Iteration 80F: 3 clusters Score -8087576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -8087581.000000 Penalty: 5298.424805
	Iteration 81Q: 3 clusters Score -8087581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -8087582.500000 Penalty: 5298.424805
	Iteration 82Q: 3 clusters Score -8087582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -8087583.500000 Penalty: 5298.424805
	Iteration 83Q: 3 clusters Score -8087584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -8087583.500000 Penalty: 5298.424805
	Iteration 84Q: 3 clusters Score -8087584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -8087594.000000 Penalty: 5298.424805
	Iteration 85Q: 3 clusters Score -8087594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -8087592.500000 Penalty: 5298.424805
	Iteration 86Q: 3 clusters Score -8087592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -8087593.000000 Penalty: 5298.424805
	Iteration 87Q: 3 clusters Score -8087593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -8087588.000000 Penalty: 5298.424805
	Iteration 88Q: 3 clusters Score -8087588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -8087593.500000 Penalty: 5298.424805
	Iteration 89Q: 3 clusters Score -8087594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -8087592.500000 Penalty: 5298.424805
	Iteration 90Q: 3 clusters Score -8087592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -8087593.000000 Penalty: 5298.424805
	Iteration 91Q: 3 clusters Score -8087593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -8087589.500000 Penalty: 5298.424805
	Iteration 92Q: 3 clusters Score -8087590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -8087592.000000 Penalty: 5298.424805
	Iteration 93Q: 3 clusters Score -8087592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -8087597.500000 Penalty: 5298.424805
	Iteration 94Q: 3 clusters Score -8087598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -8087592.500000 Penalty: 5298.424805
	Iteration 95Q: 3 clusters Score -8087592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -8087593.500000 Penalty: 5298.424805
	Iteration 96Q: 3 clusters Score -8087594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -8087598.000000 Penalty: 5298.424805
	Iteration 97Q: 3 clusters Score -8087598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -8087600.000000 Penalty: 5298.424805
	Iteration 98Q: 3 clusters Score -8087600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -8087604.000000 Penalty: 5298.424805
	Iteration 99Q: 3 clusters Score -8087604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -8087598.000000 Penalty: 5298.424805
	Iteration 100F: 3 clusters Score -8087598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -8087596.000000 Penalty: 5298.424805
	Iteration 101Q: 3 clusters Score -8087596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -8087596.500000 Penalty: 5298.424805
	Iteration 102Q: 3 clusters Score -8087596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -8087596.500000 Penalty: 5298.424805
	Iteration 103F: 3 clusters Score -8087596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Entering Unmasked Estep 
Score: -10449255.000000 Penalty: 2711.406250
	Iteration 0F: 2 clusters Score -1.044926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -10419392.000000 Penalty: 5422.812500
	Iteration 0F: 3 clusters Score -1.041939e+07 nChanged 26191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -10434143.000000 Penalty: 5422.812500
	Iteration 1F: 3 clusters Score -1.043414e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -10434609.000000 Penalty: 5422.812500
	Iteration 2Q: 3 clusters Score -1.043461e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -10435004.000000 Penalty: 5422.812500
	Iteration 3Q: 3 clusters Score -1.0435e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -10435272.000000 Penalty: 5422.812500
	Iteration 4Q: 3 clusters Score -1.043527e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -10435715.000000 Penalty: 5422.812500
	Iteration 5Q: 3 clusters Score -1.043572e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -10436183.000000 Penalty: 5422.812500
	Iteration 6Q: 3 clusters Score -1.043618e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -10436860.000000 Penalty: 5422.812500
	Iteration 7Q: 3 clusters Score -1.043686e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -10437999.000000 Penalty: 5422.812500
	Iteration 8Q: 3 clusters Score -1.0438e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -10439867.000000 Penalty: 5422.812500
	Iteration 9F: 3 clusters Score -1.043987e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -10442194.000000 Penalty: 5422.812500
	Iteration 10F: 3 clusters Score -1.044219e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -10444317.000000 Penalty: 5422.812500
	Iteration 11F: 3 clusters Score -1.044432e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -10445308.000000 Penalty: 5422.812500
	Iteration 12F: 3 clusters Score -1.044531e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -10446039.000000 Penalty: 5422.812500
	Iteration 13Q: 3 clusters Score -1.044604e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -10446543.000000 Penalty: 5422.812500
	Iteration 14Q: 3 clusters Score -1.044654e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -10446779.000000 Penalty: 5422.812500
	Iteration 15Q: 3 clusters Score -1.044678e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -10446885.000000 Penalty: 5422.812500
	Iteration 16Q: 3 clusters Score -1.044688e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -10446936.000000 Penalty: 5422.812500
	Iteration 17Q: 3 clusters Score -1.044694e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -10446974.000000 Penalty: 5422.812500
	Iteration 18Q: 3 clusters Score -1.044697e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -10446982.000000 Penalty: 5422.812500
	Iteration 19Q: 3 clusters Score -1.044698e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -10447022.000000 Penalty: 5422.812500
	Iteration 20F: 3 clusters Score -1.044702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -10447049.000000 Penalty: 5422.812500
	Iteration 21Q: 3 clusters Score -1.044705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -10447069.000000 Penalty: 5422.812500
	Iteration 22Q: 3 clusters Score -1.044707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -10447072.000000 Penalty: 5422.812500
	Iteration 23Q: 3 clusters Score -1.044707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -10447092.000000 Penalty: 5422.812500
	Iteration 24Q: 3 clusters Score -1.044709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -10447098.000000 Penalty: 5422.812500
	Iteration 25Q: 3 clusters Score -1.04471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -10447103.000000 Penalty: 5422.812500
	Iteration 26Q: 3 clusters Score -1.04471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -10447106.000000 Penalty: 5422.812500
	Iteration 27Q: 3 clusters Score -1.044711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -10447114.000000 Penalty: 5422.812500
	Iteration 28Q: 3 clusters Score -1.044711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -10447115.000000 Penalty: 5422.812500
	Iteration 29Q: 3 clusters Score -1.044712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -10447117.000000 Penalty: 5422.812500
	Iteration 30Q: 3 clusters Score -1.044712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 55709 members 
Entering Unmasked Estep 
Score: -10447108.000000 Penalty: 5422.812500
	Iteration 31Q: 3 clusters Score -1.044711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -10447114.000000 Penalty: 5422.812500
	Iteration 32Q: 3 clusters Score -1.044711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -10447111.000000 Penalty: 5422.812500
	Iteration 33Q: 3 clusters Score -1.044711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -10447111.000000 Penalty: 5422.812500
	Iteration 34Q: 3 clusters Score -1.044711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -10447111.000000 Penalty: 5422.812500
	Iteration 35F: 3 clusters Score -1.044711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Entering Unmasked Estep 
Score: -9390149.000000 Penalty: 2681.712646
	Iteration 0F: 2 clusters Score -9390149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -9361911.000000 Penalty: 5363.425293
	Iteration 0F: 3 clusters Score -9361911 nChanged 22803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -9374717.000000 Penalty: 5363.425293
	Iteration 1F: 3 clusters Score -9374717 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -9375616.000000 Penalty: 5363.425293
	Iteration 2Q: 3 clusters Score -9375616 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -9376833.000000 Penalty: 5363.425293
	Iteration 3F: 3 clusters Score -9376833 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -9378448.000000 Penalty: 5363.425293
	Iteration 4F: 3 clusters Score -9378448 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -9380551.000000 Penalty: 5363.425293
	Iteration 5F: 3 clusters Score -9380551 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -9382707.000000 Penalty: 5363.425293
	Iteration 6F: 3 clusters Score -9382707 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -9384619.000000 Penalty: 5363.425293
	Iteration 7F: 3 clusters Score -9384619 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -9385680.000000 Penalty: 5363.425293
	Iteration 8Q: 3 clusters Score -9385680 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -9386072.000000 Penalty: 5363.425293
	Iteration 9Q: 3 clusters Score -9386072 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -9386274.000000 Penalty: 5363.425293
	Iteration 10Q: 3 clusters Score -9386274 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -9386412.000000 Penalty: 5363.425293
	Iteration 11Q: 3 clusters Score -9386412 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -9386505.000000 Penalty: 5363.425293
	Iteration 12Q: 3 clusters Score -9386505 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -9386648.000000 Penalty: 5363.425293
	Iteration 13Q: 3 clusters Score -9386648 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -9386729.000000 Penalty: 5363.425293
	Iteration 14Q: 3 clusters Score -9386729 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -9386813.000000 Penalty: 5363.425293
	Iteration 15Q: 3 clusters Score -9386813 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -9386914.000000 Penalty: 5363.425293
	Iteration 16Q: 3 clusters Score -9386914 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -9387023.000000 Penalty: 5363.425293
	Iteration 17Q: 3 clusters Score -9387023 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -9387081.000000 Penalty: 5363.425293
	Iteration 18Q: 3 clusters Score -9387081 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -9387101.000000 Penalty: 5363.425293
	Iteration 19Q: 3 clusters Score -9387101 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -9387109.000000 Penalty: 5363.425293
	Iteration 20F: 3 clusters Score -9387109 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -9387173.000000 Penalty: 5363.425293
	Iteration 21Q: 3 clusters Score -9387173 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -9387140.000000 Penalty: 5363.425293
	Iteration 22Q: 3 clusters Score -9387140 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -9387205.000000 Penalty: 5363.425293
	Iteration 23Q: 3 clusters Score -9387205 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -9387231.000000 Penalty: 5363.425293
	Iteration 24Q: 3 clusters Score -9387231 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -9387254.000000 Penalty: 5363.425293
	Iteration 25Q: 3 clusters Score -9387254 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -9387308.000000 Penalty: 5363.425293
	Iteration 26Q: 3 clusters Score -9387308 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -9387317.000000 Penalty: 5363.425293
	Iteration 27Q: 3 clusters Score -9387317 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -9387341.000000 Penalty: 5363.425293
	Iteration 28Q: 3 clusters Score -9387341 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -9387352.000000 Penalty: 5363.425293
	Iteration 29Q: 3 clusters Score -9387352 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -9387381.000000 Penalty: 5363.425293
	Iteration 30Q: 3 clusters Score -9387381 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -9387408.000000 Penalty: 5363.425293
	Iteration 31Q: 3 clusters Score -9387408 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -9387459.000000 Penalty: 5363.425293
	Iteration 32Q: 3 clusters Score -9387459 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -9387486.000000 Penalty: 5363.425293
	Iteration 33Q: 3 clusters Score -9387486 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -9387493.000000 Penalty: 5363.425293
	Iteration 34Q: 3 clusters Score -9387493 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -9387504.000000 Penalty: 5363.425293
	Iteration 35Q: 3 clusters Score -9387504 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -9387540.000000 Penalty: 5363.425293
	Iteration 36Q: 3 clusters Score -9387540 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -9387554.000000 Penalty: 5363.425293
	Iteration 37Q: 3 clusters Score -9387554 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -9387557.000000 Penalty: 5363.425293
	Iteration 38Q: 3 clusters Score -9387557 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -9387567.000000 Penalty: 5363.425293
	Iteration 39Q: 3 clusters Score -9387567 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -9387629.000000 Penalty: 5363.425293
	Iteration 40F: 3 clusters Score -9387629 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -9387673.000000 Penalty: 5363.425293
	Iteration 41Q: 3 clusters Score -9387673 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -9387761.000000 Penalty: 5363.425293
	Iteration 42Q: 3 clusters Score -9387761 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -9387823.000000 Penalty: 5363.425293
	Iteration 43Q: 3 clusters Score -9387823 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -9387895.000000 Penalty: 5363.425293
	Iteration 44Q: 3 clusters Score -9387895 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -9388004.000000 Penalty: 5363.425293
	Iteration 45Q: 3 clusters Score -9388004 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -9388164.000000 Penalty: 5363.425293
	Iteration 46Q: 3 clusters Score -9388164 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -9388303.000000 Penalty: 5363.425293
	Iteration 47Q: 3 clusters Score -9388303 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -9388467.000000 Penalty: 5363.425293
	Iteration 48Q: 3 clusters Score -9388467 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -9388701.000000 Penalty: 5363.425293
	Iteration 49Q: 3 clusters Score -9388701 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -9388927.000000 Penalty: 5363.425293
	Iteration 50Q: 3 clusters Score -9388927 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -9389041.000000 Penalty: 5363.425293
	Iteration 51Q: 3 clusters Score -9389041 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -9389286.000000 Penalty: 5363.425293
	Iteration 52Q: 3 clusters Score -9389286 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -9389510.000000 Penalty: 5363.425293
	Iteration 53Q: 3 clusters Score -9389510 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -9389711.000000 Penalty: 5363.425293
	Iteration 54Q: 3 clusters Score -9389711 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -9389943.000000 Penalty: 5363.425293
	Iteration 55Q: 3 clusters Score -9389943 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -9390040.000000 Penalty: 5363.425293
	Iteration 56Q: 3 clusters Score -9390040 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -9390111.000000 Penalty: 5363.425293
	Iteration 57Q: 3 clusters Score -9390111 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -9390179.000000 Penalty: 5363.425293
	Iteration 58Q: 3 clusters Score -9390179 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -9390204.000000 Penalty: 5363.425293
	Iteration 59Q: 3 clusters Score -9390204 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -9390219.000000 Penalty: 5363.425293
	Iteration 60F: 3 clusters Score -9390219 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -9390223.000000 Penalty: 5363.425293
	Iteration 61Q: 3 clusters Score -9390223 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -9390200.000000 Penalty: 5363.425293
	Iteration 62Q: 3 clusters Score -9390200 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -9390166.000000 Penalty: 5363.425293
	Iteration 63Q: 3 clusters Score -9390166 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -9390154.000000 Penalty: 5363.425293
	Iteration 64Q: 3 clusters Score -9390154 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -9390145.000000 Penalty: 5363.425293
	Iteration 65Q: 3 clusters Score -9390145 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -9390146.000000 Penalty: 5363.425293
	Iteration 66Q: 3 clusters Score -9390146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -9390150.000000 Penalty: 5363.425293
	Iteration 67Q: 3 clusters Score -9390150 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -9390150.000000 Penalty: 5363.425293
	Iteration 68Q: 3 clusters Score -9390150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -9390147.000000 Penalty: 5363.425293
	Iteration 69Q: 3 clusters Score -9390147 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -9390120.000000 Penalty: 5363.425293
	Iteration 70Q: 3 clusters Score -9390120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -9390119.000000 Penalty: 5363.425293
	Iteration 71Q: 3 clusters Score -9390119 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -9390119.000000 Penalty: 5363.425293
	Iteration 72Q: 3 clusters Score -9390119 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -9390122.000000 Penalty: 5363.425293
	Iteration 73Q: 3 clusters Score -9390122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -9390103.000000 Penalty: 5363.425293
	Iteration 74Q: 3 clusters Score -9390103 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -9390081.000000 Penalty: 5363.425293
	Iteration 75Q: 3 clusters Score -9390081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -9390054.000000 Penalty: 5363.425293
	Iteration 76Q: 3 clusters Score -9390054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -9390058.000000 Penalty: 5363.425293
	Iteration 77Q: 3 clusters Score -9390058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -9390060.000000 Penalty: 5363.425293
	Iteration 78Q: 3 clusters Score -9390060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -9390048.000000 Penalty: 5363.425293
	Iteration 79Q: 3 clusters Score -9390048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -9390046.000000 Penalty: 5363.425293
	Iteration 80F: 3 clusters Score -9390046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -9390044.000000 Penalty: 5363.425293
	Iteration 81Q: 3 clusters Score -9390044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -9390038.000000 Penalty: 5363.425293
	Iteration 82Q: 3 clusters Score -9390038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -9390016.000000 Penalty: 5363.425293
	Iteration 83Q: 3 clusters Score -9390016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -9390019.000000 Penalty: 5363.425293
	Iteration 84Q: 3 clusters Score -9390019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -9390009.000000 Penalty: 5363.425293
	Iteration 85Q: 3 clusters Score -9390009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -9389994.000000 Penalty: 5363.425293
	Iteration 86Q: 3 clusters Score -9389994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -9389980.000000 Penalty: 5363.425293
	Iteration 87Q: 3 clusters Score -9389980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -9389973.000000 Penalty: 5363.425293
	Iteration 88Q: 3 clusters Score -9389973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -9389962.000000 Penalty: 5363.425293
	Iteration 89Q: 3 clusters Score -9389962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -9389965.000000 Penalty: 5363.425293
	Iteration 90Q: 3 clusters Score -9389965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -9389960.000000 Penalty: 5363.425293
	Iteration 91Q: 3 clusters Score -9389960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -9389953.000000 Penalty: 5363.425293
	Iteration 92Q: 3 clusters Score -9389953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -9389950.000000 Penalty: 5363.425293
	Iteration 93Q: 3 clusters Score -9389950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -9389945.000000 Penalty: 5363.425293
	Iteration 94Q: 3 clusters Score -9389945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -9389950.000000 Penalty: 5363.425293
	Iteration 95Q: 3 clusters Score -9389950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -9389940.000000 Penalty: 5363.425293
	Iteration 96Q: 3 clusters Score -9389940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -9389945.000000 Penalty: 5363.425293
	Iteration 97Q: 3 clusters Score -9389945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -9389953.000000 Penalty: 5363.425293
	Iteration 98Q: 3 clusters Score -9389953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -9389941.000000 Penalty: 5363.425293
	Iteration 99Q: 3 clusters Score -9389941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -9389930.000000 Penalty: 5363.425293
	Iteration 100F: 3 clusters Score -9389930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -9389925.000000 Penalty: 5363.425293
	Iteration 101Q: 3 clusters Score -9389925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -9389924.000000 Penalty: 5363.425293
	Iteration 102Q: 3 clusters Score -9389924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -9389923.000000 Penalty: 5363.425293
	Iteration 103Q: 3 clusters Score -9389923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -9389919.000000 Penalty: 5363.425293
	Iteration 104Q: 3 clusters Score -9389919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -9389920.000000 Penalty: 5363.425293
	Iteration 105Q: 3 clusters Score -9389920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -9389932.000000 Penalty: 5363.425293
	Iteration 106Q: 3 clusters Score -9389932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -9389929.000000 Penalty: 5363.425293
	Iteration 107Q: 3 clusters Score -9389929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -9389915.000000 Penalty: 5363.425293
	Iteration 108Q: 3 clusters Score -9389915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -9389921.000000 Penalty: 5363.425293
	Iteration 109Q: 3 clusters Score -9389921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -9389923.000000 Penalty: 5363.425293
	Iteration 110Q: 3 clusters Score -9389923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -9389923.000000 Penalty: 5363.425293
	Iteration 111F: 3 clusters Score -9389923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -221404.296875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -221404.3 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 709 members 
Entering Unmasked Estep 
Score: -219276.656250 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -219276.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -219742.093750 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -219742.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -220003.593750 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -220003.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -220114.640625 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -220114.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -220206.437500 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -220206.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -220317.578125 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -220317.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -220427.281250 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -220427.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -220515.359375 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -220515.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -220598.609375 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -220598.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -220684.593750 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -220684.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -220769.484375 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -220769.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -220840.875000 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -220840.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -220912.859375 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -220912.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -220984.562500 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -220984.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -221023.421875 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -221023.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -221042.937500 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -221042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -221050.375000 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -221050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -221056.890625 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -221056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -221071.875000 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -221071.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -221086.859375 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -221086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -221103.656250 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -221103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -221110.671875 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -221110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -221116.234375 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -221116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -221119.562500 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -221119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -221123.046875 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -221123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -221123.046875 Penalty: 3579.852051
	Iteration 25F: 3 clusters Score -221123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -132150.468750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -132150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -130359.890625 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -130359.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -130843.093750 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -130843.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -131078.843750 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131078.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131223.921875 Penalty: 3395.556396
	Iteration 3Q: 3 clusters Score -131223.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131372.593750 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -131372.6 nChanged 36
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: -131475.578125 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -131475.6 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: -131537.453125 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -131537.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -131577.562500 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -131577.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -131635.765625 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -131635.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -131662.609375 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -131662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131677.546875 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -131677.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -131701.156250 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -131701.2 nChanged 9
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: -131722.812500 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -131722.8 nChanged 8
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: -131742.468750 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -131742.5 nChanged 4
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: -131757.437500 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -131757.4 nChanged 4
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: -131765.562500 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -131765.6 nChanged 4
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: -131768.093750 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -131768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131769.546875 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -131769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131769.734375 Penalty: 3395.556396
	Iteration 18F: 3 clusters Score -131769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131771.828125 Penalty: 3395.556396
	Iteration 19Q: 3 clusters Score -131771.8 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: -131779.187500 Penalty: 3395.556396
	Iteration 20F: 3 clusters Score -131779.2 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: -131785.218750 Penalty: 3395.556396
	Iteration 21Q: 3 clusters Score -131785.2 nChanged 3
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: -131790.250000 Penalty: 3395.556396
	Iteration 22Q: 3 clusters Score -131790.2 nChanged 2
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: -131792.890625 Penalty: 3395.556396
	Iteration 23Q: 3 clusters Score -131792.9 nChanged 1
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: -131793.375000 Penalty: 3395.556396
	Iteration 24Q: 3 clusters Score -131793.4 nChanged 0
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: -131793.375000 Penalty: 3395.556396
	Iteration 25F: 3 clusters Score -131793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -60776.386719 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -60776.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59454.816406 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -59454.82 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59620.722656 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -59620.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59684.222656 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -59684.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59718.730469 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -59718.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59749.039062 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -59749.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59766.238281 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -59766.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59766.238281 Penalty: 2948.928711
	Iteration 6F: 3 clusters Score -59766.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -407217.687500 Penalty: 1925.018311
	Iteration 0F: 2 clusters Score -407217.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -404443.718750 Penalty: 3850.036621
	Iteration 0F: 3 clusters Score -404443.7 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -405071.750000 Penalty: 3850.036621
	Iteration 1F: 3 clusters Score -405071.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -405349.687500 Penalty: 3850.036621
	Iteration 2F: 3 clusters Score -405349.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -405600.156250 Penalty: 3850.036621
	Iteration 3F: 3 clusters Score -405600.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -405834.593750 Penalty: 3850.036621
	Iteration 4F: 3 clusters Score -405834.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -405999.593750 Penalty: 3850.036621
	Iteration 5F: 3 clusters Score -405999.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -406103.250000 Penalty: 3850.036621
	Iteration 6Q: 3 clusters Score -406103.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -406180.000000 Penalty: 3850.036621
	Iteration 7Q: 3 clusters Score -406180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -406245.000000 Penalty: 3850.036621
	Iteration 8Q: 3 clusters Score -406245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -406280.281250 Penalty: 3850.036621
	Iteration 9Q: 3 clusters Score -406280.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -406301.218750 Penalty: 3850.036621
	Iteration 10Q: 3 clusters Score -406301.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -406316.906250 Penalty: 3850.036621
	Iteration 11Q: 3 clusters Score -406316.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -406350.156250 Penalty: 3850.036621
	Iteration 12Q: 3 clusters Score -406350.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -406380.062500 Penalty: 3850.036621
	Iteration 13Q: 3 clusters Score -406380.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -406402.000000 Penalty: 3850.036621
	Iteration 14Q: 3 clusters Score -406402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -406419.843750 Penalty: 3850.036621
	Iteration 15Q: 3 clusters Score -406419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -406432.312500 Penalty: 3850.036621
	Iteration 16Q: 3 clusters Score -406432.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -406441.875000 Penalty: 3850.036621
	Iteration 17Q: 3 clusters Score -406441.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -406451.281250 Penalty: 3850.036621
	Iteration 18Q: 3 clusters Score -406451.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -406456.687500 Penalty: 3850.036621
	Iteration 19Q: 3 clusters Score -406456.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -406460.687500 Penalty: 3850.036621
	Iteration 20F: 3 clusters Score -406460.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -406464.000000 Penalty: 3850.036621
	Iteration 21Q: 3 clusters Score -406464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -406467.406250 Penalty: 3850.036621
	Iteration 22Q: 3 clusters Score -406467.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -406469.750000 Penalty: 3850.036621
	Iteration 23Q: 3 clusters Score -406469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -406471.468750 Penalty: 3850.036621
	Iteration 24Q: 3 clusters Score -406471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -406474.406250 Penalty: 3850.036621
	Iteration 25Q: 3 clusters Score -406474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -406477.093750 Penalty: 3850.036621
	Iteration 26Q: 3 clusters Score -406477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -406478.468750 Penalty: 3850.036621
	Iteration 27Q: 3 clusters Score -406478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -406479.906250 Penalty: 3850.036621
	Iteration 28Q: 3 clusters Score -406479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -406481.343750 Penalty: 3850.036621
	Iteration 29Q: 3 clusters Score -406481.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -406484.093750 Penalty: 3850.036621
	Iteration 30Q: 3 clusters Score -406484.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -406490.781250 Penalty: 3850.036621
	Iteration 31Q: 3 clusters Score -406490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -406499.062500 Penalty: 3850.036621
	Iteration 32Q: 3 clusters Score -406499.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -406502.187500 Penalty: 3850.036621
	Iteration 33Q: 3 clusters Score -406502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -406503.968750 Penalty: 3850.036621
	Iteration 34Q: 3 clusters Score -406504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -406511.500000 Penalty: 3850.036621
	Iteration 35Q: 3 clusters Score -406511.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -406515.093750 Penalty: 3850.036621
	Iteration 36Q: 3 clusters Score -406515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -406518.812500 Penalty: 3850.036621
	Iteration 37Q: 3 clusters Score -406518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -406527.812500 Penalty: 3850.036621
	Iteration 38Q: 3 clusters Score -406527.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -406534.906250 Penalty: 3850.036621
	Iteration 39Q: 3 clusters Score -406534.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -406540.375000 Penalty: 3850.036621
	Iteration 40F: 3 clusters Score -406540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -406543.031250 Penalty: 3850.036621
	Iteration 41Q: 3 clusters Score -406543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -406544.937500 Penalty: 3850.036621
	Iteration 42Q: 3 clusters Score -406544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -406547.062500 Penalty: 3850.036621
	Iteration 43Q: 3 clusters Score -406547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -406547.750000 Penalty: 3850.036621
	Iteration 44Q: 3 clusters Score -406547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -406550.468750 Penalty: 3850.036621
	Iteration 45Q: 3 clusters Score -406550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -406555.625000 Penalty: 3850.036621
	Iteration 46Q: 3 clusters Score -406555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -406567.375000 Penalty: 3850.036621
	Iteration 47Q: 3 clusters Score -406567.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -406576.500000 Penalty: 3850.036621
	Iteration 48Q: 3 clusters Score -406576.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -406584.312500 Penalty: 3850.036621
	Iteration 49Q: 3 clusters Score -406584.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -406590.343750 Penalty: 3850.036621
	Iteration 50Q: 3 clusters Score -406590.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -406597.781250 Penalty: 3850.036621
	Iteration 51Q: 3 clusters Score -406597.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -406607.093750 Penalty: 3850.036621
	Iteration 52Q: 3 clusters Score -406607.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -406613.500000 Penalty: 3850.036621
	Iteration 53Q: 3 clusters Score -406613.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -406618.750000 Penalty: 3850.036621
	Iteration 54Q: 3 clusters Score -406618.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -406624.562500 Penalty: 3850.036621
	Iteration 55Q: 3 clusters Score -406624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -406629.062500 Penalty: 3850.036621
	Iteration 56Q: 3 clusters Score -406629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -406636.500000 Penalty: 3850.036621
	Iteration 57Q: 3 clusters Score -406636.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -406644.625000 Penalty: 3850.036621
	Iteration 58Q: 3 clusters Score -406644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -406648.281250 Penalty: 3850.036621
	Iteration 59Q: 3 clusters Score -406648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -406650.218750 Penalty: 3850.036621
	Iteration 60F: 3 clusters Score -406650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -406650.937500 Penalty: 3850.036621
	Iteration 61Q: 3 clusters Score -406650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -406650.937500 Penalty: 3850.036621
	Iteration 62F: 3 clusters Score -406650.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -474941.156250 Penalty: 1945.274536
	Iteration 0F: 2 clusters Score -474941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -471952.562500 Penalty: 3890.549072
	Iteration 0F: 3 clusters Score -471952.6 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -472509.906250 Penalty: 3890.549072
	Iteration 1F: 3 clusters Score -472509.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -472631.500000 Penalty: 3890.549072
	Iteration 2F: 3 clusters Score -472631.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -472697.468750 Penalty: 3890.549072
	Iteration 3Q: 3 clusters Score -472697.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -472745.656250 Penalty: 3890.549072
	Iteration 4Q: 3 clusters Score -472745.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -472779.875000 Penalty: 3890.549072
	Iteration 5Q: 3 clusters Score -472779.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -472804.156250 Penalty: 3890.549072
	Iteration 6Q: 3 clusters Score -472804.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -472819.968750 Penalty: 3890.549072
	Iteration 7Q: 3 clusters Score -472820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -472839.031250 Penalty: 3890.549072
	Iteration 8Q: 3 clusters Score -472839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -472850.406250 Penalty: 3890.549072
	Iteration 9Q: 3 clusters Score -472850.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -472860.312500 Penalty: 3890.549072
	Iteration 10Q: 3 clusters Score -472860.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -472866.937500 Penalty: 3890.549072
	Iteration 11Q: 3 clusters Score -472866.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -472871.812500 Penalty: 3890.549072
	Iteration 12Q: 3 clusters Score -472871.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -472876.250000 Penalty: 3890.549072
	Iteration 13Q: 3 clusters Score -472876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -472877.406250 Penalty: 3890.549072
	Iteration 14Q: 3 clusters Score -472877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -472880.593750 Penalty: 3890.549072
	Iteration 15Q: 3 clusters Score -472880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -472881.906250 Penalty: 3890.549072
	Iteration 16Q: 3 clusters Score -472881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -472883.406250 Penalty: 3890.549072
	Iteration 17Q: 3 clusters Score -472883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -472885.406250 Penalty: 3890.549072
	Iteration 18Q: 3 clusters Score -472885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -472886.125000 Penalty: 3890.549072
	Iteration 19Q: 3 clusters Score -472886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -472888.250000 Penalty: 3890.549072
	Iteration 20F: 3 clusters Score -472888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -472887.781250 Penalty: 3890.549072
	Iteration 21Q: 3 clusters Score -472887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -472887.781250 Penalty: 3890.549072
	Iteration 22F: 3 clusters Score -472887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Entering Unmasked Estep 
Score: -8903701.000000 Penalty: 2673.284668
	Iteration 0F: 2 clusters Score -8903701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -8874017.000000 Penalty: 5346.569336
	Iteration 0F: 3 clusters Score -8874017 nChanged 22111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -8886332.000000 Penalty: 5346.569336
	Iteration 1F: 3 clusters Score -8886332 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -8887134.000000 Penalty: 5346.569336
	Iteration 2Q: 3 clusters Score -8887134 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -8888066.000000 Penalty: 5346.569336
	Iteration 3Q: 3 clusters Score -8888066 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -8889209.000000 Penalty: 5346.569336
	Iteration 4Q: 3 clusters Score -8889209 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -8890483.000000 Penalty: 5346.569336
	Iteration 5F: 3 clusters Score -8890483 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -8891914.000000 Penalty: 5346.569336
	Iteration 6F: 3 clusters Score -8891914 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -8893487.000000 Penalty: 5346.569336
	Iteration 7F: 3 clusters Score -8893487 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -8895195.000000 Penalty: 5346.569336
	Iteration 8F: 3 clusters Score -8895195 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -8896827.000000 Penalty: 5346.569336
	Iteration 9F: 3 clusters Score -8896827 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -8897826.000000 Penalty: 5346.569336
	Iteration 10Q: 3 clusters Score -8897826 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -8898401.000000 Penalty: 5346.569336
	Iteration 11Q: 3 clusters Score -8898401 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -8898743.000000 Penalty: 5346.569336
	Iteration 12Q: 3 clusters Score -8898743 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -8898898.000000 Penalty: 5346.569336
	Iteration 13Q: 3 clusters Score -8898898 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -8899058.000000 Penalty: 5346.569336
	Iteration 14Q: 3 clusters Score -8899058 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8899199.000000 Penalty: 5346.569336
	Iteration 15Q: 3 clusters Score -8899199 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -8899346.000000 Penalty: 5346.569336
	Iteration 16Q: 3 clusters Score -8899346 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -8899520.000000 Penalty: 5346.569336
	Iteration 17Q: 3 clusters Score -8899520 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -8899636.000000 Penalty: 5346.569336
	Iteration 18Q: 3 clusters Score -8899636 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -8899751.000000 Penalty: 5346.569336
	Iteration 19Q: 3 clusters Score -8899751 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -8899843.000000 Penalty: 5346.569336
	Iteration 20F: 3 clusters Score -8899843 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -8899925.000000 Penalty: 5346.569336
	Iteration 21Q: 3 clusters Score -8899925 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -8899954.000000 Penalty: 5346.569336
	Iteration 22Q: 3 clusters Score -8899954 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -8900042.000000 Penalty: 5346.569336
	Iteration 23Q: 3 clusters Score -8900042 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -8900131.000000 Penalty: 5346.569336
	Iteration 24Q: 3 clusters Score -8900131 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -8900238.000000 Penalty: 5346.569336
	Iteration 25Q: 3 clusters Score -8900238 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -8900309.000000 Penalty: 5346.569336
	Iteration 26Q: 3 clusters Score -8900309 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -8900370.000000 Penalty: 5346.569336
	Iteration 27Q: 3 clusters Score -8900370 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -8900403.000000 Penalty: 5346.569336
	Iteration 28Q: 3 clusters Score -8900403 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -8900453.000000 Penalty: 5346.569336
	Iteration 29Q: 3 clusters Score -8900453 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -8900486.000000 Penalty: 5346.569336
	Iteration 30Q: 3 clusters Score -8900486 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -8900558.000000 Penalty: 5346.569336
	Iteration 31Q: 3 clusters Score -8900558 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -8900616.000000 Penalty: 5346.569336
	Iteration 32Q: 3 clusters Score -8900616 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -8900657.000000 Penalty: 5346.569336
	Iteration 33Q: 3 clusters Score -8900657 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -8900706.000000 Penalty: 5346.569336
	Iteration 34Q: 3 clusters Score -8900706 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -8900748.000000 Penalty: 5346.569336
	Iteration 35Q: 3 clusters Score -8900748 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -8900810.000000 Penalty: 5346.569336
	Iteration 36Q: 3 clusters Score -8900810 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -8900841.000000 Penalty: 5346.569336
	Iteration 37Q: 3 clusters Score -8900841 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -8900935.000000 Penalty: 5346.569336
	Iteration 38Q: 3 clusters Score -8900935 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -8900993.000000 Penalty: 5346.569336
	Iteration 39Q: 3 clusters Score -8900993 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -8901038.000000 Penalty: 5346.569336
	Iteration 40F: 3 clusters Score -8901038 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -8901104.000000 Penalty: 5346.569336
	Iteration 41Q: 3 clusters Score -8901104 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -8901172.000000 Penalty: 5346.569336
	Iteration 42Q: 3 clusters Score -8901172 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -8901212.000000 Penalty: 5346.569336
	Iteration 43Q: 3 clusters Score -8901212 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -8901265.000000 Penalty: 5346.569336
	Iteration 44Q: 3 clusters Score -8901265 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -8901297.000000 Penalty: 5346.569336
	Iteration 45Q: 3 clusters Score -8901297 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -8901404.000000 Penalty: 5346.569336
	Iteration 46Q: 3 clusters Score -8901404 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -8901455.000000 Penalty: 5346.569336
	Iteration 47Q: 3 clusters Score -8901455 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -8901526.000000 Penalty: 5346.569336
	Iteration 48Q: 3 clusters Score -8901526 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -8901582.000000 Penalty: 5346.569336
	Iteration 49Q: 3 clusters Score -8901582 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -8901621.000000 Penalty: 5346.569336
	Iteration 50Q: 3 clusters Score -8901621 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -8901700.000000 Penalty: 5346.569336
	Iteration 51Q: 3 clusters Score -8901700 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -8901778.000000 Penalty: 5346.569336
	Iteration 52Q: 3 clusters Score -8901778 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -8901850.000000 Penalty: 5346.569336
	Iteration 53Q: 3 clusters Score -8901850 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -8901935.000000 Penalty: 5346.569336
	Iteration 54Q: 3 clusters Score -8901935 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -8901996.000000 Penalty: 5346.569336
	Iteration 55Q: 3 clusters Score -8901996 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -8902075.000000 Penalty: 5346.569336
	Iteration 56Q: 3 clusters Score -8902075 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -8902146.000000 Penalty: 5346.569336
	Iteration 57Q: 3 clusters Score -8902146 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -8902158.000000 Penalty: 5346.569336
	Iteration 58Q: 3 clusters Score -8902158 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -8902246.000000 Penalty: 5346.569336
	Iteration 59Q: 3 clusters Score -8902246 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -8902283.000000 Penalty: 5346.569336
	Iteration 60F: 3 clusters Score -8902283 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -8902362.000000 Penalty: 5346.569336
	Iteration 61Q: 3 clusters Score -8902362 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -8902443.000000 Penalty: 5346.569336
	Iteration 62Q: 3 clusters Score -8902443 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -8902517.000000 Penalty: 5346.569336
	Iteration 63Q: 3 clusters Score -8902517 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -8902579.000000 Penalty: 5346.569336
	Iteration 64Q: 3 clusters Score -8902579 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -8902633.000000 Penalty: 5346.569336
	Iteration 65Q: 3 clusters Score -8902633 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -8902739.000000 Penalty: 5346.569336
	Iteration 66Q: 3 clusters Score -8902739 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -8902837.000000 Penalty: 5346.569336
	Iteration 67Q: 3 clusters Score -8902837 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -8902885.000000 Penalty: 5346.569336
	Iteration 68Q: 3 clusters Score -8902885 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -8902974.000000 Penalty: 5346.569336
	Iteration 69Q: 3 clusters Score -8902974 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -8903040.000000 Penalty: 5346.569336
	Iteration 70Q: 3 clusters Score -8903040 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -8903091.000000 Penalty: 5346.569336
	Iteration 71Q: 3 clusters Score -8903091 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -8903154.000000 Penalty: 5346.569336
	Iteration 72Q: 3 clusters Score -8903154 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -8903208.000000 Penalty: 5346.569336
	Iteration 73Q: 3 clusters Score -8903208 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -8903246.000000 Penalty: 5346.569336
	Iteration 74Q: 3 clusters Score -8903246 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -8903266.000000 Penalty: 5346.569336
	Iteration 75Q: 3 clusters Score -8903266 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -8903278.000000 Penalty: 5346.569336
	Iteration 76Q: 3 clusters Score -8903278 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -8903334.000000 Penalty: 5346.569336
	Iteration 77Q: 3 clusters Score -8903334 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -8903409.000000 Penalty: 5346.569336
	Iteration 78Q: 3 clusters Score -8903409 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -8903434.000000 Penalty: 5346.569336
	Iteration 79Q: 3 clusters Score -8903434 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -8903443.000000 Penalty: 5346.569336
	Iteration 80F: 3 clusters Score -8903443 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -8903420.000000 Penalty: 5346.569336
	Iteration 81Q: 3 clusters Score -8903420 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8903423.000000 Penalty: 5346.569336
	Iteration 82Q: 3 clusters Score -8903423 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -8903434.000000 Penalty: 5346.569336
	Iteration 83Q: 3 clusters Score -8903434 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8903395.000000 Penalty: 5346.569336
	Iteration 84Q: 3 clusters Score -8903395 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -8903368.000000 Penalty: 5346.569336
	Iteration 85Q: 3 clusters Score -8903368 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -8903342.000000 Penalty: 5346.569336
	Iteration 86Q: 3 clusters Score -8903342 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -8903310.000000 Penalty: 5346.569336
	Iteration 87Q: 3 clusters Score -8903310 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -8903320.000000 Penalty: 5346.569336
	Iteration 88Q: 3 clusters Score -8903320 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8903311.000000 Penalty: 5346.569336
	Iteration 89Q: 3 clusters Score -8903311 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -8903286.000000 Penalty: 5346.569336
	Iteration 90Q: 3 clusters Score -8903286 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -8903235.000000 Penalty: 5346.569336
	Iteration 91Q: 3 clusters Score -8903235 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -8903186.000000 Penalty: 5346.569336
	Iteration 92Q: 3 clusters Score -8903186 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8903179.000000 Penalty: 5346.569336
	Iteration 93Q: 3 clusters Score -8903179 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -8903132.000000 Penalty: 5346.569336
	Iteration 94Q: 3 clusters Score -8903132 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -8903105.000000 Penalty: 5346.569336
	Iteration 95Q: 3 clusters Score -8903105 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8903063.000000 Penalty: 5346.569336
	Iteration 96Q: 3 clusters Score -8903063 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -8903020.000000 Penalty: 5346.569336
	Iteration 97Q: 3 clusters Score -8903020 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -8902990.000000 Penalty: 5346.569336
	Iteration 98Q: 3 clusters Score -8902990 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -8902947.000000 Penalty: 5346.569336
	Iteration 99Q: 3 clusters Score -8902947 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -8902900.000000 Penalty: 5346.569336
	Iteration 100F: 3 clusters Score -8902900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -8902840.000000 Penalty: 5346.569336
	Iteration 101Q: 3 clusters Score -8902840 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -8902809.000000 Penalty: 5346.569336
	Iteration 102Q: 3 clusters Score -8902809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -8902771.000000 Penalty: 5346.569336
	Iteration 103Q: 3 clusters Score -8902771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -8902747.000000 Penalty: 5346.569336
	Iteration 104Q: 3 clusters Score -8902747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -8902723.000000 Penalty: 5346.569336
	Iteration 105Q: 3 clusters Score -8902723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -8902691.000000 Penalty: 5346.569336
	Iteration 106Q: 3 clusters Score -8902691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -8902682.000000 Penalty: 5346.569336
	Iteration 107Q: 3 clusters Score -8902682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -8902661.000000 Penalty: 5346.569336
	Iteration 108Q: 3 clusters Score -8902661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -8902659.000000 Penalty: 5346.569336
	Iteration 109Q: 3 clusters Score -8902659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -8902655.000000 Penalty: 5346.569336
	Iteration 110Q: 3 clusters Score -8902655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8902639.000000 Penalty: 5346.569336
	Iteration 111Q: 3 clusters Score -8902639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8902617.000000 Penalty: 5346.569336
	Iteration 112Q: 3 clusters Score -8902617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -8902612.000000 Penalty: 5346.569336
	Iteration 113Q: 3 clusters Score -8902612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8902613.000000 Penalty: 5346.569336
	Iteration 114Q: 3 clusters Score -8902613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -8902606.000000 Penalty: 5346.569336
	Iteration 115Q: 3 clusters Score -8902606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -8902605.000000 Penalty: 5346.569336
	Iteration 116Q: 3 clusters Score -8902605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -8902577.000000 Penalty: 5346.569336
	Iteration 117Q: 3 clusters Score -8902577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -8902572.000000 Penalty: 5346.569336
	Iteration 118Q: 3 clusters Score -8902572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -8902571.000000 Penalty: 5346.569336
	Iteration 119Q: 3 clusters Score -8902571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -8902575.000000 Penalty: 5346.569336
	Iteration 120F: 3 clusters Score -8902575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -8902563.000000 Penalty: 5346.569336
	Iteration 121Q: 3 clusters Score -8902563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -8902566.000000 Penalty: 5346.569336
	Iteration 122Q: 3 clusters Score -8902566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -8902567.000000 Penalty: 5346.569336
	Iteration 123Q: 3 clusters Score -8902567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -8902573.000000 Penalty: 5346.569336
	Iteration 124Q: 3 clusters Score -8902573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -8902570.000000 Penalty: 5346.569336
	Iteration 125Q: 3 clusters Score -8902570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -8902572.000000 Penalty: 5346.569336
	Iteration 126Q: 3 clusters Score -8902572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -8902564.000000 Penalty: 5346.569336
	Iteration 127Q: 3 clusters Score -8902564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -8902570.000000 Penalty: 5346.569336
	Iteration 128Q: 3 clusters Score -8902570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -8902570.000000 Penalty: 5346.569336
	Iteration 129F: 3 clusters Score -8902570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Entering Unmasked Estep 
Score: -9056953.000000 Penalty: 2677.076904
	Iteration 0F: 2 clusters Score -9056953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -9027570.000000 Penalty: 5354.153809
	Iteration 0F: 3 clusters Score -9027570 nChanged 22464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -9040214.000000 Penalty: 5354.153809
	Iteration 1F: 3 clusters Score -9040214 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -9040928.000000 Penalty: 5354.153809
	Iteration 2Q: 3 clusters Score -9040928 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -9041844.000000 Penalty: 5354.153809
	Iteration 3Q: 3 clusters Score -9041844 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -9043026.000000 Penalty: 5354.153809
	Iteration 4Q: 3 clusters Score -9043026 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -9044846.000000 Penalty: 5354.153809
	Iteration 5F: 3 clusters Score -9044846 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -9047854.000000 Penalty: 5354.153809
	Iteration 6F: 3 clusters Score -9047854 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -9051873.000000 Penalty: 5354.153809
	Iteration 7F: 3 clusters Score -9051873 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -9054883.000000 Penalty: 5354.153809
	Iteration 8F: 3 clusters Score -9054883 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -9056081.000000 Penalty: 5354.153809
	Iteration 9Q: 3 clusters Score -9056081 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -9056576.000000 Penalty: 5354.153809
	Iteration 10Q: 3 clusters Score -9056576 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -9056801.000000 Penalty: 5354.153809
	Iteration 11Q: 3 clusters Score -9056801 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -9056876.000000 Penalty: 5354.153809
	Iteration 12Q: 3 clusters Score -9056876 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -9056942.000000 Penalty: 5354.153809
	Iteration 13Q: 3 clusters Score -9056942 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -9057025.000000 Penalty: 5354.153809
	Iteration 14Q: 3 clusters Score -9057025 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -9057076.000000 Penalty: 5354.153809
	Iteration 15Q: 3 clusters Score -9057076 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -9057063.000000 Penalty: 5354.153809
	Iteration 16Q: 3 clusters Score -9057063 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -9057097.000000 Penalty: 5354.153809
	Iteration 17Q: 3 clusters Score -9057097 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -9057102.000000 Penalty: 5354.153809
	Iteration 18Q: 3 clusters Score -9057102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -9057088.000000 Penalty: 5354.153809
	Iteration 19Q: 3 clusters Score -9057088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -9057082.000000 Penalty: 5354.153809
	Iteration 20F: 3 clusters Score -9057082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -9057085.000000 Penalty: 5354.153809
	Iteration 21Q: 3 clusters Score -9057085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -9057087.000000 Penalty: 5354.153809
	Iteration 22Q: 3 clusters Score -9057087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -9057097.000000 Penalty: 5354.153809
	Iteration 23Q: 3 clusters Score -9057097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -9057097.000000 Penalty: 5354.153809
	Iteration 24Q: 3 clusters Score -9057097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -9057100.000000 Penalty: 5354.153809
	Iteration 25Q: 3 clusters Score -9057100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -9057101.000000 Penalty: 5354.153809
	Iteration 26Q: 3 clusters Score -9057101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -9057093.000000 Penalty: 5354.153809
	Iteration 27Q: 3 clusters Score -9057093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -9057099.000000 Penalty: 5354.153809
	Iteration 28Q: 3 clusters Score -9057099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -9057086.000000 Penalty: 5354.153809
	Iteration 29Q: 3 clusters Score -9057086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -9057092.000000 Penalty: 5354.153809
	Iteration 30Q: 3 clusters Score -9057092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -9057096.000000 Penalty: 5354.153809
	Iteration 31Q: 3 clusters Score -9057096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -9057107.000000 Penalty: 5354.153809
	Iteration 32Q: 3 clusters Score -9057107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -9057103.000000 Penalty: 5354.153809
	Iteration 33Q: 3 clusters Score -9057103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -9057102.000000 Penalty: 5354.153809
	Iteration 34Q: 3 clusters Score -9057102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -9057104.000000 Penalty: 5354.153809
	Iteration 35Q: 3 clusters Score -9057104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -9057106.000000 Penalty: 5354.153809
	Iteration 36Q: 3 clusters Score -9057106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -9057109.000000 Penalty: 5354.153809
	Iteration 37Q: 3 clusters Score -9057109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -9057109.000000 Penalty: 5354.153809
	Iteration 38Q: 3 clusters Score -9057109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -9057109.000000 Penalty: 5354.153809
	Iteration 39F: 3 clusters Score -9057109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31747 members 
Mstep: Class 3 contains 45147 members 
Mstep: Class 4 contains 45984 members 
Mstep: Class 5 contains 14557 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45651 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46872 members 
Mstep: Class 10 contains 49518 members 
Mstep: Class 11 contains 49359 members 
Mstep: Class 12 contains 43578 members 
Mstep: Class 13 contains 55999 members 
Mstep: Class 14 contains 49680 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 48020 members 
Mstep: Class 21 contains 30418 members 
Mstep: Class 22 contains 18342 members 
Entering Unmasked Estep 
Score: -106667832.000000 Penalty: 72451.218750
Splitting cluster 21 changes total score from -106668512.000000 to -106667832.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31747 members 
Mstep: Class 3 contains 45147 members 
Mstep: Class 4 contains 45984 members 
Mstep: Class 5 contains 14557 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45651 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46872 members 
Mstep: Class 10 contains 49518 members 
Mstep: Class 11 contains 49359 members 
Mstep: Class 12 contains 43578 members 
Mstep: Class 13 contains 55999 members 
Mstep: Class 14 contains 49680 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 48020 members 
Mstep: Class 21 contains 48760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668488.000000 Penalty: 69157.984375
Iteration 279Q: 22 clusters Score -1.066685e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31751 members 
Mstep: Class 3 contains 45144 members 
Mstep: Class 4 contains 45984 members 
Mstep: Class 5 contains 14545 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45640 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46874 members 
Mstep: Class 10 contains 49525 members 
Mstep: Class 11 contains 49354 members 
Mstep: Class 12 contains 43574 members 
Mstep: Class 13 contains 55989 members 
Mstep: Class 14 contains 49695 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2549 members 
Mstep: Class 20 contains 48031 members 
Mstep: Class 21 contains 48766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668280.000000 Penalty: 69157.984375
Iteration 280F: 22 clusters Score -1.066683e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31757 members 
Mstep: Class 3 contains 45133 members 
Mstep: Class 4 contains 45976 members 
Mstep: Class 5 contains 14531 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45648 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46855 members 
Mstep: Class 10 contains 49531 members 
Mstep: Class 11 contains 49351 members 
Mstep: Class 12 contains 43579 members 
Mstep: Class 13 contains 55978 members 
Mstep: Class 14 contains 49725 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 48040 members 
Mstep: Class 21 contains 48771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668400.000000 Penalty: 69157.984375
Iteration 281Q: 22 clusters Score -1.066684e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31758 members 
Mstep: Class 3 contains 45117 members 
Mstep: Class 4 contains 45956 members 
Mstep: Class 5 contains 14525 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45669 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46860 members 
Mstep: Class 10 contains 49527 members 
Mstep: Class 11 contains 49351 members 
Mstep: Class 12 contains 43583 members 
Mstep: Class 13 contains 55983 members 
Mstep: Class 14 contains 49728 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 48044 members 
Mstep: Class 21 contains 48774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668584.000000 Penalty: 69157.984375
Iteration 282Q: 22 clusters Score -1.066686e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31760 members 
Mstep: Class 3 contains 45104 members 
Mstep: Class 4 contains 45956 members 
Mstep: Class 5 contains 14519 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45674 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46861 members 
Mstep: Class 10 contains 49526 members 
Mstep: Class 11 contains 49350 members 
Mstep: Class 12 contains 43588 members 
Mstep: Class 13 contains 55970 members 
Mstep: Class 14 contains 49746 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 20 contains 48048 members 
Mstep: Class 21 contains 48776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668704.000000 Penalty: 69157.984375
Iteration 283Q: 22 clusters Score -1.066687e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31755 members 
Mstep: Class 3 contains 45103 members 
Mstep: Class 4 contains 45947 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45692 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46869 members 
Mstep: Class 10 contains 49509 members 
Mstep: Class 11 contains 49353 members 
Mstep: Class 12 contains 43582 members 
Mstep: Class 13 contains 55952 members 
Mstep: Class 14 contains 49758 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2542 members 
Mstep: Class 20 contains 48050 members 
Mstep: Class 21 contains 48796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668464.000000 Penalty: 69157.984375
Iteration 284Q: 22 clusters Score -1.066685e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31755 members 
Mstep: Class 3 contains 45112 members 
Mstep: Class 4 contains 45946 members 
Mstep: Class 5 contains 14505 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45723 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46853 members 
Mstep: Class 10 contains 49497 members 
Mstep: Class 11 contains 49353 members 
Mstep: Class 12 contains 43574 members 
Mstep: Class 13 contains 55948 members 
Mstep: Class 14 contains 49767 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 20 contains 48049 members 
Mstep: Class 21 contains 48796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668552.000000 Penalty: 69157.984375
Iteration 285Q: 22 clusters Score -1.066686e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31759 members 
Mstep: Class 3 contains 45120 members 
Mstep: Class 4 contains 45954 members 
Mstep: Class 5 contains 14492 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45738 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46816 members 
Mstep: Class 10 contains 49491 members 
Mstep: Class 11 contains 49362 members 
Mstep: Class 12 contains 43576 members 
Mstep: Class 13 contains 55959 members 
Mstep: Class 14 contains 49778 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 48049 members 
Mstep: Class 21 contains 48783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668544.000000 Penalty: 69157.984375
Iteration 286Q: 22 clusters Score -1.066685e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31760 members 
Mstep: Class 3 contains 45102 members 
Mstep: Class 4 contains 45958 members 
Mstep: Class 5 contains 14486 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45746 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46806 members 
Mstep: Class 10 contains 49489 members 
Mstep: Class 11 contains 49371 members 
Mstep: Class 12 contains 43566 members 
Mstep: Class 13 contains 55983 members 
Mstep: Class 14 contains 49789 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 48050 members 
Mstep: Class 21 contains 48770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668536.000000 Penalty: 69157.984375
Iteration 287Q: 22 clusters Score -1.066685e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31755 members 
Mstep: Class 3 contains 45093 members 
Mstep: Class 4 contains 45958 members 
Mstep: Class 5 contains 14478 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45754 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46786 members 
Mstep: Class 10 contains 49482 members 
Mstep: Class 11 contains 49376 members 
Mstep: Class 12 contains 43564 members 
Mstep: Class 13 contains 56000 members 
Mstep: Class 14 contains 49797 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 48063 members 
Mstep: Class 21 contains 48768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668536.000000 Penalty: 69157.984375
Iteration 288Q: 22 clusters Score -1.066685e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31748 members 
Mstep: Class 3 contains 45098 members 
Mstep: Class 4 contains 45939 members 
Mstep: Class 5 contains 14474 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45760 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46813 members 
Mstep: Class 10 contains 49474 members 
Mstep: Class 11 contains 49377 members 
Mstep: Class 12 contains 43560 members 
Mstep: Class 13 contains 55999 members 
Mstep: Class 14 contains 49799 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 48058 members 
Mstep: Class 21 contains 48770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668576.000000 Penalty: 69157.984375
Iteration 289Q: 22 clusters Score -1.066686e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31745 members 
Mstep: Class 3 contains 45102 members 
Mstep: Class 4 contains 45932 members 
Mstep: Class 5 contains 14470 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45772 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46798 members 
Mstep: Class 10 contains 49463 members 
Mstep: Class 11 contains 49381 members 
Mstep: Class 12 contains 43556 members 
Mstep: Class 13 contains 55991 members 
Mstep: Class 14 contains 49810 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2555 members 
Mstep: Class 20 contains 48060 members 
Mstep: Class 21 contains 48785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668616.000000 Penalty: 69157.984375
Iteration 290Q: 22 clusters Score -1.066686e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31740 members 
Mstep: Class 3 contains 45096 members 
Mstep: Class 4 contains 45936 members 
Mstep: Class 5 contains 14466 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45773 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46806 members 
Mstep: Class 10 contains 49457 members 
Mstep: Class 11 contains 49394 members 
Mstep: Class 12 contains 43567 members 
Mstep: Class 13 contains 55985 members 
Mstep: Class 14 contains 49796 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2562 members 
Mstep: Class 20 contains 48057 members 
Mstep: Class 21 contains 48785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668520.000000 Penalty: 69157.984375
Iteration 291Q: 22 clusters Score -1.066685e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31740 members 
Mstep: Class 3 contains 45090 members 
Mstep: Class 4 contains 45926 members 
Mstep: Class 5 contains 14462 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45775 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46796 members 
Mstep: Class 10 contains 49461 members 
Mstep: Class 11 contains 49400 members 
Mstep: Class 12 contains 43558 members 
Mstep: Class 13 contains 56004 members 
Mstep: Class 14 contains 49796 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 48066 members 
Mstep: Class 21 contains 48779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668544.000000 Penalty: 69157.984375
Iteration 292Q: 22 clusters Score -1.066685e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31732 members 
Mstep: Class 3 contains 45092 members 
Mstep: Class 4 contains 45941 members 
Mstep: Class 5 contains 14458 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45775 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46799 members 
Mstep: Class 10 contains 49465 members 
Mstep: Class 11 contains 49412 members 
Mstep: Class 12 contains 43545 members 
Mstep: Class 13 contains 55992 members 
Mstep: Class 14 contains 49784 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 48069 members 
Mstep: Class 21 contains 48790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668608.000000 Penalty: 69157.984375
Iteration 293Q: 22 clusters Score -1.066686e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31733 members 
Mstep: Class 3 contains 45084 members 
Mstep: Class 4 contains 45929 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45772 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46821 members 
Mstep: Class 10 contains 49458 members 
Mstep: Class 11 contains 49407 members 
Mstep: Class 12 contains 43536 members 
Mstep: Class 13 contains 56000 members 
Mstep: Class 14 contains 49784 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2562 members 
Mstep: Class 20 contains 48072 members 
Mstep: Class 21 contains 48802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668416.000000 Penalty: 69157.984375
Iteration 294Q: 22 clusters Score -1.066684e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31733 members 
Mstep: Class 3 contains 45075 members 
Mstep: Class 4 contains 45941 members 
Mstep: Class 5 contains 14451 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45788 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46819 members 
Mstep: Class 10 contains 49434 members 
Mstep: Class 11 contains 49398 members 
Mstep: Class 12 contains 43532 members 
Mstep: Class 13 contains 56013 members 
Mstep: Class 14 contains 49790 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2555 members 
Mstep: Class 20 contains 48076 members 
Mstep: Class 21 contains 48815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668512.000000 Penalty: 69157.984375
Iteration 295Q: 22 clusters Score -1.066685e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31728 members 
Mstep: Class 3 contains 45063 members 
Mstep: Class 4 contains 45969 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45776 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46824 members 
Mstep: Class 10 contains 49426 members 
Mstep: Class 11 contains 49389 members 
Mstep: Class 12 contains 43532 members 
Mstep: Class 13 contains 56003 members 
Mstep: Class 14 contains 49824 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 48067 members 
Mstep: Class 21 contains 48832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668560.000000 Penalty: 69157.984375
Iteration 296Q: 22 clusters Score -1.066686e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31726 members 
Mstep: Class 3 contains 45042 members 
Mstep: Class 4 contains 45981 members 
Mstep: Class 5 contains 14434 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45761 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46824 members 
Mstep: Class 10 contains 49415 members 
Mstep: Class 11 contains 49395 members 
Mstep: Class 12 contains 43544 members 
Mstep: Class 13 contains 55994 members 
Mstep: Class 14 contains 49833 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2542 members 
Mstep: Class 20 contains 48082 members 
Mstep: Class 21 contains 48847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668384.000000 Penalty: 69157.984375
Iteration 297Q: 22 clusters Score -1.066684e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31726 members 
Mstep: Class 3 contains 45007 members 
Mstep: Class 4 contains 46007 members 
Mstep: Class 5 contains 14436 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45753 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46803 members 
Mstep: Class 10 contains 49402 members 
Mstep: Class 11 contains 49399 members 
Mstep: Class 12 contains 43558 members 
Mstep: Class 13 contains 55983 members 
Mstep: Class 14 contains 49851 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 20 contains 48091 members 
Mstep: Class 21 contains 48864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668248.000000 Penalty: 69157.984375
Iteration 298Q: 22 clusters Score -1.066682e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31722 members 
Mstep: Class 3 contains 45017 members 
Mstep: Class 4 contains 45999 members 
Mstep: Class 5 contains 14431 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45763 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46784 members 
Mstep: Class 10 contains 49382 members 
Mstep: Class 11 contains 49394 members 
Mstep: Class 12 contains 43564 members 
Mstep: Class 13 contains 56002 members 
Mstep: Class 14 contains 49847 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 48108 members 
Mstep: Class 21 contains 48866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668520.000000 Penalty: 69157.984375
Iteration 299Q: 22 clusters Score -1.066685e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31720 members 
Mstep: Class 3 contains 45026 members 
Mstep: Class 4 contains 45995 members 
Mstep: Class 5 contains 14424 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45761 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46764 members 
Mstep: Class 10 contains 49375 members 
Mstep: Class 11 contains 49388 members 
Mstep: Class 12 contains 43569 members 
Mstep: Class 13 contains 56009 members 
Mstep: Class 14 contains 49846 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 48122 members 
Mstep: Class 21 contains 48875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668552.000000 Penalty: 69157.984375
Iteration 300F: 22 clusters Score -1.066686e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31721 members 
Mstep: Class 3 contains 45024 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 14422 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45752 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46755 members 
Mstep: Class 10 contains 49387 members 
Mstep: Class 11 contains 49382 members 
Mstep: Class 12 contains 43573 members 
Mstep: Class 13 contains 55994 members 
Mstep: Class 14 contains 49844 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 48150 members 
Mstep: Class 21 contains 48886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668536.000000 Penalty: 69157.984375
Iteration 301Q: 22 clusters Score -1.066685e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31722 members 
Mstep: Class 3 contains 45027 members 
Mstep: Class 4 contains 45977 members 
Mstep: Class 5 contains 14421 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45756 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46772 members 
Mstep: Class 10 contains 49399 members 
Mstep: Class 11 contains 49380 members 
Mstep: Class 12 contains 43565 members 
Mstep: Class 13 contains 55978 members 
Mstep: Class 14 contains 49826 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 48152 members 
Mstep: Class 21 contains 48895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668520.000000 Penalty: 69157.984375
Iteration 302Q: 22 clusters Score -1.066685e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31725 members 
Mstep: Class 3 contains 45027 members 
Mstep: Class 4 contains 45976 members 
Mstep: Class 5 contains 14416 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45764 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46779 members 
Mstep: Class 10 contains 49408 members 
Mstep: Class 11 contains 49383 members 
Mstep: Class 12 contains 43564 members 
Mstep: Class 13 contains 55961 members 
Mstep: Class 14 contains 49815 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2549 members 
Mstep: Class 20 contains 48157 members 
Mstep: Class 21 contains 48898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668552.000000 Penalty: 69157.984375
Iteration 303Q: 22 clusters Score -1.066686e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31721 members 
Mstep: Class 3 contains 45039 members 
Mstep: Class 4 contains 45975 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45779 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46781 members 
Mstep: Class 10 contains 49402 members 
Mstep: Class 11 contains 49376 members 
Mstep: Class 12 contains 43568 members 
Mstep: Class 13 contains 55958 members 
Mstep: Class 14 contains 49790 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 48162 members 
Mstep: Class 21 contains 48907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668368.000000 Penalty: 69157.984375
Iteration 304Q: 22 clusters Score -1.066684e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31716 members 
Mstep: Class 3 contains 45054 members 
Mstep: Class 4 contains 45974 members 
Mstep: Class 5 contains 14411 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45782 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46795 members 
Mstep: Class 10 contains 49402 members 
Mstep: Class 11 contains 49371 members 
Mstep: Class 12 contains 43556 members 
Mstep: Class 13 contains 55953 members 
Mstep: Class 14 contains 49782 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 48155 members 
Mstep: Class 21 contains 48916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668456.000000 Penalty: 69157.984375
Iteration 305Q: 22 clusters Score -1.066685e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31714 members 
Mstep: Class 3 contains 45043 members 
Mstep: Class 4 contains 45977 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45775 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46824 members 
Mstep: Class 10 contains 49406 members 
Mstep: Class 11 contains 49371 members 
Mstep: Class 12 contains 43547 members 
Mstep: Class 13 contains 55945 members 
Mstep: Class 14 contains 49787 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 48150 members 
Mstep: Class 21 contains 48922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668216.000000 Penalty: 69157.984375
Iteration 306Q: 22 clusters Score -1.066682e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31707 members 
Mstep: Class 3 contains 45039 members 
Mstep: Class 4 contains 45963 members 
Mstep: Class 5 contains 14400 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45792 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46842 members 
Mstep: Class 10 contains 49411 members 
Mstep: Class 11 contains 49377 members 
Mstep: Class 12 contains 43539 members 
Mstep: Class 13 contains 55938 members 
Mstep: Class 14 contains 49797 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 48146 members 
Mstep: Class 21 contains 48918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668104.000000 Penalty: 69157.984375
Iteration 307Q: 22 clusters Score -1.066681e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31702 members 
Mstep: Class 3 contains 45032 members 
Mstep: Class 4 contains 45963 members 
Mstep: Class 5 contains 14395 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45804 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46857 members 
Mstep: Class 10 contains 49413 members 
Mstep: Class 11 contains 49385 members 
Mstep: Class 12 contains 43539 members 
Mstep: Class 13 contains 55927 members 
Mstep: Class 14 contains 49788 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 20 contains 48145 members 
Mstep: Class 21 contains 48923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668184.000000 Penalty: 69157.984375
Iteration 308Q: 22 clusters Score -1.066682e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 31701 members 
Mstep: Class 3 contains 45020 members 
Mstep: Class 4 contains 45970 members 
Mstep: Class 5 contains 14386 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45812 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46885 members 
Mstep: Class 10 contains 49421 members 
Mstep: Class 11 contains 49383 members 
Mstep: Class 12 contains 43522 members 
Mstep: Class 13 contains 55934 members 
Mstep: Class 14 contains 49783 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 48144 members 
Mstep: Class 21 contains 48919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668288.000000 Penalty: 69157.984375
Iteration 309Q: 22 clusters Score -1.066683e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 31700 members 
Mstep: Class 3 contains 45028 members 
Mstep: Class 4 contains 45983 members 
Mstep: Class 5 contains 14385 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45834 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46881 members 
Mstep: Class 10 contains 49411 members 
Mstep: Class 11 contains 49377 members 
Mstep: Class 12 contains 43516 members 
Mstep: Class 13 contains 55944 members 
Mstep: Class 14 contains 49767 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 2536 members 
Mstep: Class 20 contains 48144 members 
Mstep: Class 21 contains 48915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668176.000000 Penalty: 69157.984375
Iteration 310Q: 22 clusters Score -1.066682e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31694 members 
Mstep: Class 3 contains 45033 members 
Mstep: Class 4 contains 45990 members 
Mstep: Class 5 contains 14383 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45846 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46876 members 
Mstep: Class 10 contains 49405 members 
Mstep: Class 11 contains 49387 members 
Mstep: Class 12 contains 43503 members 
Mstep: Class 13 contains 55947 members 
Mstep: Class 14 contains 49745 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 2537 members 
Mstep: Class 20 contains 48162 members 
Mstep: Class 21 contains 48912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668256.000000 Penalty: 69157.984375
Iteration 311Q: 22 clusters Score -1.066683e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31691 members 
Mstep: Class 3 contains 45048 members 
Mstep: Class 4 contains 45981 members 
Mstep: Class 5 contains 14383 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45864 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46880 members 
Mstep: Class 10 contains 49397 members 
Mstep: Class 11 contains 49398 members 
Mstep: Class 12 contains 43494 members 
Mstep: Class 13 contains 55934 members 
Mstep: Class 14 contains 49746 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 2537 members 
Mstep: Class 20 contains 48163 members 
Mstep: Class 21 contains 48904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668232.000000 Penalty: 69157.984375
Iteration 312Q: 22 clusters Score -1.066682e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31688 members 
Mstep: Class 3 contains 45072 members 
Mstep: Class 4 contains 45974 members 
Mstep: Class 5 contains 14384 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45873 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46875 members 
Mstep: Class 10 contains 49389 members 
Mstep: Class 11 contains 49413 members 
Mstep: Class 12 contains 43486 members 
Mstep: Class 13 contains 55934 members 
Mstep: Class 14 contains 49731 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 48163 members 
Mstep: Class 21 contains 48904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668264.000000 Penalty: 69157.984375
Iteration 313Q: 22 clusters Score -1.066683e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31690 members 
Mstep: Class 3 contains 45079 members 
Mstep: Class 4 contains 45988 members 
Mstep: Class 5 contains 14377 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45892 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46893 members 
Mstep: Class 10 contains 49383 members 
Mstep: Class 11 contains 49412 members 
Mstep: Class 12 contains 43457 members 
Mstep: Class 13 contains 55928 members 
Mstep: Class 14 contains 49731 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 48146 members 
Mstep: Class 21 contains 48913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668288.000000 Penalty: 69157.984375
Iteration 314Q: 22 clusters Score -1.066683e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31688 members 
Mstep: Class 3 contains 45092 members 
Mstep: Class 4 contains 45978 members 
Mstep: Class 5 contains 14380 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45909 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46881 members 
Mstep: Class 10 contains 49388 members 
Mstep: Class 11 contains 49410 members 
Mstep: Class 12 contains 43453 members 
Mstep: Class 13 contains 55942 members 
Mstep: Class 14 contains 49721 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2532 members 
Mstep: Class 20 contains 48132 members 
Mstep: Class 21 contains 48913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668472.000000 Penalty: 69157.984375
Iteration 315Q: 22 clusters Score -1.066685e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31684 members 
Mstep: Class 3 contains 45093 members 
Mstep: Class 4 contains 45958 members 
Mstep: Class 5 contains 14380 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45926 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46877 members 
Mstep: Class 10 contains 49400 members 
Mstep: Class 11 contains 49416 members 
Mstep: Class 12 contains 43450 members 
Mstep: Class 13 contains 55948 members 
Mstep: Class 14 contains 49701 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 48133 members 
Mstep: Class 21 contains 48919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668584.000000 Penalty: 69157.984375
Iteration 316Q: 22 clusters Score -1.066686e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 31684 members 
Mstep: Class 3 contains 45118 members 
Mstep: Class 4 contains 45949 members 
Mstep: Class 5 contains 14375 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45946 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46869 members 
Mstep: Class 10 contains 49403 members 
Mstep: Class 11 contains 49411 members 
Mstep: Class 12 contains 43436 members 
Mstep: Class 13 contains 55944 members 
Mstep: Class 14 contains 49693 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2537 members 
Mstep: Class 20 contains 48136 members 
Mstep: Class 21 contains 48919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668544.000000 Penalty: 69157.984375
Iteration 317Q: 22 clusters Score -1.066685e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 31679 members 
Mstep: Class 3 contains 45131 members 
Mstep: Class 4 contains 45940 members 
Mstep: Class 5 contains 14372 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45961 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46855 members 
Mstep: Class 10 contains 49400 members 
Mstep: Class 11 contains 49411 members 
Mstep: Class 12 contains 43434 members 
Mstep: Class 13 contains 55954 members 
Mstep: Class 14 contains 49693 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 20 contains 48123 members 
Mstep: Class 21 contains 48929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668456.000000 Penalty: 69157.984375
Iteration 318Q: 22 clusters Score -1.066685e+08 nChanged 458
Entering ConstructFrom: 
Score: -106668456.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -235063.796875 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -235063.8 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 671 members 
Entering Unmasked Estep 
Score: -232907.531250 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -232907.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -233433.515625 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -233433.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -233726.328125 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -233726.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -234147.296875 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -234147.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -234564.390625 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -234564.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -234976.375000 Penalty: 3576.565918
	Iteration 5F: 3 clusters Score -234976.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -235314.406250 Penalty: 3576.565918
	Iteration 6F: 3 clusters Score -235314.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -235644.609375 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -235644.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -235891.312500 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -235891.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -235928.343750 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -235928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -235939.687500 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -235939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -235972.468750 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -235972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -235974.890625 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -235974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -235974.890625 Penalty: 3576.565918
	Iteration 13F: 3 clusters Score -235974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31680 members 
Mstep: Class 3 contains 45135 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 14365 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45993 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46826 members 
Mstep: Class 10 contains 49404 members 
Mstep: Class 11 contains 49407 members 
Mstep: Class 12 contains 43429 members 
Mstep: Class 13 contains 55962 members 
Mstep: Class 14 contains 49699 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 20 contains 48114 members 
Mstep: Class 21 contains 48944 members 
Mstep: Class 22 contains 306 members 
Entering Unmasked Estep 
Score: -106668008.000000 Penalty: 72451.218750
Splitting cluster 1 changes total score from -106668456.000000 to -106668008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (31680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Entering Unmasked Estep 
Score: -5711088.000000 Penalty: 2570.133301
	Iteration 0F: 2 clusters Score -5711088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -5689552.500000 Penalty: 5140.266602
	Iteration 0F: 3 clusters Score -5689552 nChanged 14281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -5696841.000000 Penalty: 5140.266602
	Iteration 1F: 3 clusters Score -5696841 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -5697185.500000 Penalty: 5140.266602
	Iteration 2Q: 3 clusters Score -5697186 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -5697544.000000 Penalty: 5140.266602
	Iteration 3Q: 3 clusters Score -5697544 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -5697794.000000 Penalty: 5140.266602
	Iteration 4Q: 3 clusters Score -5697794 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -5698066.500000 Penalty: 5140.266602
	Iteration 5Q: 3 clusters Score -5698066 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -5698384.500000 Penalty: 5140.266602
	Iteration 6Q: 3 clusters Score -5698384 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -5698756.000000 Penalty: 5140.266602
	Iteration 7Q: 3 clusters Score -5698756 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -5699274.500000 Penalty: 5140.266602
	Iteration 8Q: 3 clusters Score -5699274 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5700002.000000 Penalty: 5140.266602
	Iteration 9Q: 3 clusters Score -5700002 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -5701112.500000 Penalty: 5140.266602
	Iteration 10F: 3 clusters Score -5701112 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -5702794.000000 Penalty: 5140.266602
	Iteration 11F: 3 clusters Score -5702794 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -5704651.000000 Penalty: 5140.266602
	Iteration 12F: 3 clusters Score -5704651 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5706258.500000 Penalty: 5140.266602
	Iteration 13F: 3 clusters Score -5706258 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -5707450.500000 Penalty: 5140.266602
	Iteration 14Q: 3 clusters Score -5707450 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -5708116.500000 Penalty: 5140.266602
	Iteration 15Q: 3 clusters Score -5708116 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -5708436.500000 Penalty: 5140.266602
	Iteration 16Q: 3 clusters Score -5708436 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -5708595.000000 Penalty: 5140.266602
	Iteration 17Q: 3 clusters Score -5708595 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -5708707.000000 Penalty: 5140.266602
	Iteration 18Q: 3 clusters Score -5708707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -5708777.500000 Penalty: 5140.266602
	Iteration 19Q: 3 clusters Score -5708778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -5708828.000000 Penalty: 5140.266602
	Iteration 20F: 3 clusters Score -5708828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -5708855.000000 Penalty: 5140.266602
	Iteration 21Q: 3 clusters Score -5708855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -5708869.000000 Penalty: 5140.266602
	Iteration 22Q: 3 clusters Score -5708869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -5708877.000000 Penalty: 5140.266602
	Iteration 23Q: 3 clusters Score -5708877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -5708881.000000 Penalty: 5140.266602
	Iteration 24Q: 3 clusters Score -5708881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -5708883.500000 Penalty: 5140.266602
	Iteration 25Q: 3 clusters Score -5708884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -5708886.000000 Penalty: 5140.266602
	Iteration 26Q: 3 clusters Score -5708886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -5708886.500000 Penalty: 5140.266602
	Iteration 27Q: 3 clusters Score -5708886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -5708894.500000 Penalty: 5140.266602
	Iteration 28Q: 3 clusters Score -5708894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -5708895.000000 Penalty: 5140.266602
	Iteration 29Q: 3 clusters Score -5708895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -5708895.000000 Penalty: 5140.266602
	Iteration 30Q: 3 clusters Score -5708895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -5708895.000000 Penalty: 5140.266602
	Iteration 31F: 3 clusters Score -5708895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Entering Unmasked Estep 
Score: -8336911.000000 Penalty: 2657.918457
	Iteration 0F: 2 clusters Score -8336911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -8307538.000000 Penalty: 5315.836914
	Iteration 0F: 3 clusters Score -8307538 nChanged 20590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -8318934.500000 Penalty: 5315.836914
	Iteration 1F: 3 clusters Score -8318934 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -8319858.500000 Penalty: 5315.836914
	Iteration 2Q: 3 clusters Score -8319858 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -8321049.500000 Penalty: 5315.836914
	Iteration 3Q: 3 clusters Score -8321050 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -8322429.500000 Penalty: 5315.836914
	Iteration 4F: 3 clusters Score -8322430 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -8324185.000000 Penalty: 5315.836914
	Iteration 5F: 3 clusters Score -8324185 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -8326006.500000 Penalty: 5315.836914
	Iteration 6F: 3 clusters Score -8326006 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -8327750.000000 Penalty: 5315.836914
	Iteration 7F: 3 clusters Score -8327750 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -8329118.000000 Penalty: 5315.836914
	Iteration 8F: 3 clusters Score -8329118 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -8329884.000000 Penalty: 5315.836914
	Iteration 9Q: 3 clusters Score -8329884 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -8330239.500000 Penalty: 5315.836914
	Iteration 10Q: 3 clusters Score -8330240 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -8330501.500000 Penalty: 5315.836914
	Iteration 11Q: 3 clusters Score -8330502 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -8330727.000000 Penalty: 5315.836914
	Iteration 12Q: 3 clusters Score -8330727 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -8330950.500000 Penalty: 5315.836914
	Iteration 13Q: 3 clusters Score -8330950 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -8331148.000000 Penalty: 5315.836914
	Iteration 14Q: 3 clusters Score -8331148 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -8331364.500000 Penalty: 5315.836914
	Iteration 15Q: 3 clusters Score -8331364 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -8331654.000000 Penalty: 5315.836914
	Iteration 16Q: 3 clusters Score -8331654 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -8331918.000000 Penalty: 5315.836914
	Iteration 17Q: 3 clusters Score -8331918 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -8332151.000000 Penalty: 5315.836914
	Iteration 18Q: 3 clusters Score -8332151 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -8332443.500000 Penalty: 5315.836914
	Iteration 19Q: 3 clusters Score -8332444 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -8332736.500000 Penalty: 5315.836914
	Iteration 20F: 3 clusters Score -8332736 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -8332950.000000 Penalty: 5315.836914
	Iteration 21Q: 3 clusters Score -8332950 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -8333176.000000 Penalty: 5315.836914
	Iteration 22Q: 3 clusters Score -8333176 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -8333398.500000 Penalty: 5315.836914
	Iteration 23Q: 3 clusters Score -8333398 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -8333559.000000 Penalty: 5315.836914
	Iteration 24Q: 3 clusters Score -8333559 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -8333708.500000 Penalty: 5315.836914
	Iteration 25Q: 3 clusters Score -8333708 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -8333865.000000 Penalty: 5315.836914
	Iteration 26Q: 3 clusters Score -8333865 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -8333992.000000 Penalty: 5315.836914
	Iteration 27Q: 3 clusters Score -8333992 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -8334130.500000 Penalty: 5315.836914
	Iteration 28Q: 3 clusters Score -8334130 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -8334260.000000 Penalty: 5315.836914
	Iteration 29Q: 3 clusters Score -8334260 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -8334371.000000 Penalty: 5315.836914
	Iteration 30Q: 3 clusters Score -8334371 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -8334483.000000 Penalty: 5315.836914
	Iteration 31Q: 3 clusters Score -8334483 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -8334589.500000 Penalty: 5315.836914
	Iteration 32Q: 3 clusters Score -8334590 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -8334705.000000 Penalty: 5315.836914
	Iteration 33Q: 3 clusters Score -8334705 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -8334817.000000 Penalty: 5315.836914
	Iteration 34Q: 3 clusters Score -8334817 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -8334951.000000 Penalty: 5315.836914
	Iteration 35Q: 3 clusters Score -8334951 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -8335047.500000 Penalty: 5315.836914
	Iteration 36Q: 3 clusters Score -8335048 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -8335140.000000 Penalty: 5315.836914
	Iteration 37Q: 3 clusters Score -8335140 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -8335236.000000 Penalty: 5315.836914
	Iteration 38Q: 3 clusters Score -8335236 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -8335353.500000 Penalty: 5315.836914
	Iteration 39Q: 3 clusters Score -8335354 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -8335446.500000 Penalty: 5315.836914
	Iteration 40F: 3 clusters Score -8335446 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -8335513.500000 Penalty: 5315.836914
	Iteration 41Q: 3 clusters Score -8335514 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -8335558.000000 Penalty: 5315.836914
	Iteration 42Q: 3 clusters Score -8335558 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -8335660.000000 Penalty: 5315.836914
	Iteration 43Q: 3 clusters Score -8335660 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -8335670.500000 Penalty: 5315.836914
	Iteration 44Q: 3 clusters Score -8335670 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -8335718.500000 Penalty: 5315.836914
	Iteration 45Q: 3 clusters Score -8335718 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -8335722.000000 Penalty: 5315.836914
	Iteration 46Q: 3 clusters Score -8335722 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -8335713.500000 Penalty: 5315.836914
	Iteration 47Q: 3 clusters Score -8335714 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8335739.500000 Penalty: 5315.836914
	Iteration 48Q: 3 clusters Score -8335740 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -8335757.500000 Penalty: 5315.836914
	Iteration 49Q: 3 clusters Score -8335758 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -8335789.000000 Penalty: 5315.836914
	Iteration 50Q: 3 clusters Score -8335789 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8335827.000000 Penalty: 5315.836914
	Iteration 51Q: 3 clusters Score -8335827 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -8335819.500000 Penalty: 5315.836914
	Iteration 52Q: 3 clusters Score -8335820 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -8335839.500000 Penalty: 5315.836914
	Iteration 53Q: 3 clusters Score -8335840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8335840.000000 Penalty: 5315.836914
	Iteration 54Q: 3 clusters Score -8335840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8335824.000000 Penalty: 5315.836914
	Iteration 55Q: 3 clusters Score -8335824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8335836.500000 Penalty: 5315.836914
	Iteration 56Q: 3 clusters Score -8335836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8335827.500000 Penalty: 5315.836914
	Iteration 57Q: 3 clusters Score -8335828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8335837.500000 Penalty: 5315.836914
	Iteration 58Q: 3 clusters Score -8335838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8335814.500000 Penalty: 5315.836914
	Iteration 59Q: 3 clusters Score -8335814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8335805.500000 Penalty: 5315.836914
	Iteration 60F: 3 clusters Score -8335806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8335795.000000 Penalty: 5315.836914
	Iteration 61Q: 3 clusters Score -8335795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8335800.500000 Penalty: 5315.836914
	Iteration 62Q: 3 clusters Score -8335800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8335803.500000 Penalty: 5315.836914
	Iteration 63Q: 3 clusters Score -8335804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8335806.500000 Penalty: 5315.836914
	Iteration 64Q: 3 clusters Score -8335806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8335790.500000 Penalty: 5315.836914
	Iteration 65Q: 3 clusters Score -8335790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8335793.500000 Penalty: 5315.836914
	Iteration 66Q: 3 clusters Score -8335794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8335787.500000 Penalty: 5315.836914
	Iteration 67Q: 3 clusters Score -8335788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8335795.000000 Penalty: 5315.836914
	Iteration 68Q: 3 clusters Score -8335795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8335792.000000 Penalty: 5315.836914
	Iteration 69Q: 3 clusters Score -8335792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8335792.500000 Penalty: 5315.836914
	Iteration 70Q: 3 clusters Score -8335792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8335784.000000 Penalty: 5315.836914
	Iteration 71Q: 3 clusters Score -8335784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8335787.500000 Penalty: 5315.836914
	Iteration 72Q: 3 clusters Score -8335788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8335787.500000 Penalty: 5315.836914
	Iteration 73Q: 3 clusters Score -8335788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8335777.500000 Penalty: 5315.836914
	Iteration 74Q: 3 clusters Score -8335778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8335774.000000 Penalty: 5315.836914
	Iteration 75Q: 3 clusters Score -8335774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8335777.000000 Penalty: 5315.836914
	Iteration 76Q: 3 clusters Score -8335777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8335784.000000 Penalty: 5315.836914
	Iteration 77Q: 3 clusters Score -8335784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8335778.000000 Penalty: 5315.836914
	Iteration 78Q: 3 clusters Score -8335778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8335782.500000 Penalty: 5315.836914
	Iteration 79Q: 3 clusters Score -8335782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8335777.000000 Penalty: 5315.836914
	Iteration 80F: 3 clusters Score -8335777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8335774.500000 Penalty: 5315.836914
	Iteration 81Q: 3 clusters Score -8335774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8335774.500000 Penalty: 5315.836914
	Iteration 82Q: 3 clusters Score -8335774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8335777.500000 Penalty: 5315.836914
	Iteration 83Q: 3 clusters Score -8335778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8335773.000000 Penalty: 5315.836914
	Iteration 84Q: 3 clusters Score -8335773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8335773.000000 Penalty: 5315.836914
	Iteration 85Q: 3 clusters Score -8335773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8335773.000000 Penalty: 5315.836914
	Iteration 86F: 3 clusters Score -8335773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Entering Unmasked Estep 
Score: -8544537.000000 Penalty: 2662.210938
	Iteration 0F: 2 clusters Score -8544537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -8514826.000000 Penalty: 5324.421875
	Iteration 0F: 3 clusters Score -8514826 nChanged 21272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -8526494.000000 Penalty: 5324.421875
	Iteration 1F: 3 clusters Score -8526494 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -8526952.000000 Penalty: 5324.421875
	Iteration 2Q: 3 clusters Score -8526952 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -8527396.000000 Penalty: 5324.421875
	Iteration 3Q: 3 clusters Score -8527396 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -8527801.000000 Penalty: 5324.421875
	Iteration 4Q: 3 clusters Score -8527801 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -8528269.000000 Penalty: 5324.421875
	Iteration 5Q: 3 clusters Score -8528269 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -8528835.000000 Penalty: 5324.421875
	Iteration 6Q: 3 clusters Score -8528835 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -8529593.000000 Penalty: 5324.421875
	Iteration 7Q: 3 clusters Score -8529593 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -8530570.000000 Penalty: 5324.421875
	Iteration 8Q: 3 clusters Score -8530570 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -8532003.000000 Penalty: 5324.421875
	Iteration 9F: 3 clusters Score -8532003 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -8533921.000000 Penalty: 5324.421875
	Iteration 10F: 3 clusters Score -8533921 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -8536198.000000 Penalty: 5324.421875
	Iteration 11F: 3 clusters Score -8536198 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -8538219.000000 Penalty: 5324.421875
	Iteration 12F: 3 clusters Score -8538219 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -8539569.000000 Penalty: 5324.421875
	Iteration 13Q: 3 clusters Score -8539569 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -8540383.000000 Penalty: 5324.421875
	Iteration 14Q: 3 clusters Score -8540383 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -8540907.000000 Penalty: 5324.421875
	Iteration 15Q: 3 clusters Score -8540907 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -8541370.000000 Penalty: 5324.421875
	Iteration 16Q: 3 clusters Score -8541370 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -8541763.000000 Penalty: 5324.421875
	Iteration 17Q: 3 clusters Score -8541763 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -8542051.000000 Penalty: 5324.421875
	Iteration 18Q: 3 clusters Score -8542051 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -8542293.000000 Penalty: 5324.421875
	Iteration 19Q: 3 clusters Score -8542293 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -8542486.000000 Penalty: 5324.421875
	Iteration 20F: 3 clusters Score -8542486 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -8542625.000000 Penalty: 5324.421875
	Iteration 21Q: 3 clusters Score -8542625 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -8542647.000000 Penalty: 5324.421875
	Iteration 22Q: 3 clusters Score -8542647 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -8542701.000000 Penalty: 5324.421875
	Iteration 23Q: 3 clusters Score -8542701 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -8542777.000000 Penalty: 5324.421875
	Iteration 24Q: 3 clusters Score -8542777 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -8542820.000000 Penalty: 5324.421875
	Iteration 25Q: 3 clusters Score -8542820 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -8542841.000000 Penalty: 5324.421875
	Iteration 26Q: 3 clusters Score -8542841 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -8542850.000000 Penalty: 5324.421875
	Iteration 27Q: 3 clusters Score -8542850 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -8542849.000000 Penalty: 5324.421875
	Iteration 28Q: 3 clusters Score -8542849 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -8542861.000000 Penalty: 5324.421875
	Iteration 29Q: 3 clusters Score -8542861 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8542859.000000 Penalty: 5324.421875
	Iteration 30Q: 3 clusters Score -8542859 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -8542850.000000 Penalty: 5324.421875
	Iteration 31Q: 3 clusters Score -8542850 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8542844.000000 Penalty: 5324.421875
	Iteration 32Q: 3 clusters Score -8542844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -8542825.000000 Penalty: 5324.421875
	Iteration 33Q: 3 clusters Score -8542825 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -8542814.000000 Penalty: 5324.421875
	Iteration 34Q: 3 clusters Score -8542814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8542792.000000 Penalty: 5324.421875
	Iteration 35Q: 3 clusters Score -8542792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8542800.000000 Penalty: 5324.421875
	Iteration 36Q: 3 clusters Score -8542800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -8542781.000000 Penalty: 5324.421875
	Iteration 37Q: 3 clusters Score -8542781 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -8542787.000000 Penalty: 5324.421875
	Iteration 38Q: 3 clusters Score -8542787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -8542769.000000 Penalty: 5324.421875
	Iteration 39Q: 3 clusters Score -8542769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8542772.000000 Penalty: 5324.421875
	Iteration 40F: 3 clusters Score -8542772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -8542792.000000 Penalty: 5324.421875
	Iteration 41Q: 3 clusters Score -8542792 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -8542788.000000 Penalty: 5324.421875
	Iteration 42Q: 3 clusters Score -8542788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8542797.000000 Penalty: 5324.421875
	Iteration 43Q: 3 clusters Score -8542797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8542805.000000 Penalty: 5324.421875
	Iteration 44Q: 3 clusters Score -8542805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -8542792.000000 Penalty: 5324.421875
	Iteration 45Q: 3 clusters Score -8542792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -8542789.000000 Penalty: 5324.421875
	Iteration 46Q: 3 clusters Score -8542789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -8542778.000000 Penalty: 5324.421875
	Iteration 47Q: 3 clusters Score -8542778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -8542772.000000 Penalty: 5324.421875
	Iteration 48Q: 3 clusters Score -8542772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -8542759.000000 Penalty: 5324.421875
	Iteration 49Q: 3 clusters Score -8542759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -8542747.000000 Penalty: 5324.421875
	Iteration 50Q: 3 clusters Score -8542747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8542749.000000 Penalty: 5324.421875
	Iteration 51Q: 3 clusters Score -8542749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -8542749.000000 Penalty: 5324.421875
	Iteration 52Q: 3 clusters Score -8542749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8542734.000000 Penalty: 5324.421875
	Iteration 53Q: 3 clusters Score -8542734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -8542738.000000 Penalty: 5324.421875
	Iteration 54Q: 3 clusters Score -8542738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -8542751.000000 Penalty: 5324.421875
	Iteration 55Q: 3 clusters Score -8542751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8542754.000000 Penalty: 5324.421875
	Iteration 56Q: 3 clusters Score -8542754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -8542756.000000 Penalty: 5324.421875
	Iteration 57Q: 3 clusters Score -8542756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -8542749.000000 Penalty: 5324.421875
	Iteration 58Q: 3 clusters Score -8542749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -8542751.000000 Penalty: 5324.421875
	Iteration 59Q: 3 clusters Score -8542751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -8542748.000000 Penalty: 5324.421875
	Iteration 60F: 3 clusters Score -8542748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -8542743.000000 Penalty: 5324.421875
	Iteration 61Q: 3 clusters Score -8542743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -8542725.000000 Penalty: 5324.421875
	Iteration 62Q: 3 clusters Score -8542725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8542726.000000 Penalty: 5324.421875
	Iteration 63Q: 3 clusters Score -8542726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -8542734.000000 Penalty: 5324.421875
	Iteration 64Q: 3 clusters Score -8542734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -8542734.000000 Penalty: 5324.421875
	Iteration 65Q: 3 clusters Score -8542734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -8542722.000000 Penalty: 5324.421875
	Iteration 66Q: 3 clusters Score -8542722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -8542728.000000 Penalty: 5324.421875
	Iteration 67Q: 3 clusters Score -8542728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -8542721.000000 Penalty: 5324.421875
	Iteration 68Q: 3 clusters Score -8542721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -8542723.000000 Penalty: 5324.421875
	Iteration 69Q: 3 clusters Score -8542723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -8542717.000000 Penalty: 5324.421875
	Iteration 70Q: 3 clusters Score -8542717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -8542723.000000 Penalty: 5324.421875
	Iteration 71Q: 3 clusters Score -8542723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -8542723.000000 Penalty: 5324.421875
	Iteration 72Q: 3 clusters Score -8542723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8542720.000000 Penalty: 5324.421875
	Iteration 73Q: 3 clusters Score -8542720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -8542722.000000 Penalty: 5324.421875
	Iteration 74Q: 3 clusters Score -8542722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -8542722.000000 Penalty: 5324.421875
	Iteration 75Q: 3 clusters Score -8542722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8542722.000000 Penalty: 5324.421875
	Iteration 76Q: 3 clusters Score -8542722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8542717.000000 Penalty: 5324.421875
	Iteration 77Q: 3 clusters Score -8542717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8542717.000000 Penalty: 5324.421875
	Iteration 78F: 3 clusters Score -8542717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Entering Unmasked Estep 
Score: -2659475.500000 Penalty: 2373.992432
	Iteration 0F: 2 clusters Score -2659476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2648982.750000 Penalty: 4747.984863
	Iteration 0F: 3 clusters Score -2648983 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2652263.750000 Penalty: 4747.984863
	Iteration 1F: 3 clusters Score -2652264 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2652569.000000 Penalty: 4747.984863
	Iteration 2F: 3 clusters Score -2652569 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2652778.500000 Penalty: 4747.984863
	Iteration 3Q: 3 clusters Score -2652778 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2652946.250000 Penalty: 4747.984863
	Iteration 4Q: 3 clusters Score -2652946 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2653125.250000 Penalty: 4747.984863
	Iteration 5Q: 3 clusters Score -2653125 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2653319.500000 Penalty: 4747.984863
	Iteration 6Q: 3 clusters Score -2653320 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2653551.500000 Penalty: 4747.984863
	Iteration 7Q: 3 clusters Score -2653552 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2653820.250000 Penalty: 4747.984863
	Iteration 8Q: 3 clusters Score -2653820 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2654105.250000 Penalty: 4747.984863
	Iteration 9Q: 3 clusters Score -2654105 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2654475.000000 Penalty: 4747.984863
	Iteration 10Q: 3 clusters Score -2654475 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2654953.000000 Penalty: 4747.984863
	Iteration 11F: 3 clusters Score -2654953 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2655503.500000 Penalty: 4747.984863
	Iteration 12F: 3 clusters Score -2655504 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2656089.750000 Penalty: 4747.984863
	Iteration 13Q: 3 clusters Score -2656090 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2656598.250000 Penalty: 4747.984863
	Iteration 14Q: 3 clusters Score -2656598 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2656990.750000 Penalty: 4747.984863
	Iteration 15Q: 3 clusters Score -2656991 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2657223.750000 Penalty: 4747.984863
	Iteration 16Q: 3 clusters Score -2657224 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2657352.500000 Penalty: 4747.984863
	Iteration 17Q: 3 clusters Score -2657352 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2657431.500000 Penalty: 4747.984863
	Iteration 18Q: 3 clusters Score -2657432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2657489.250000 Penalty: 4747.984863
	Iteration 19Q: 3 clusters Score -2657489 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2657528.750000 Penalty: 4747.984863
	Iteration 20F: 3 clusters Score -2657529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2657559.750000 Penalty: 4747.984863
	Iteration 21Q: 3 clusters Score -2657560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2657575.750000 Penalty: 4747.984863
	Iteration 22Q: 3 clusters Score -2657576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2657581.250000 Penalty: 4747.984863
	Iteration 23Q: 3 clusters Score -2657581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2657584.250000 Penalty: 4747.984863
	Iteration 24Q: 3 clusters Score -2657584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2657594.250000 Penalty: 4747.984863
	Iteration 25Q: 3 clusters Score -2657594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2657598.750000 Penalty: 4747.984863
	Iteration 26Q: 3 clusters Score -2657599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2657600.750000 Penalty: 4747.984863
	Iteration 27Q: 3 clusters Score -2657601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2657605.250000 Penalty: 4747.984863
	Iteration 28Q: 3 clusters Score -2657605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2657608.000000 Penalty: 4747.984863
	Iteration 29Q: 3 clusters Score -2657608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2657617.000000 Penalty: 4747.984863
	Iteration 30Q: 3 clusters Score -2657617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2657620.000000 Penalty: 4747.984863
	Iteration 31Q: 3 clusters Score -2657620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2657620.000000 Penalty: 4747.984863
	Iteration 32Q: 3 clusters Score -2657620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2657620.500000 Penalty: 4747.984863
	Iteration 33Q: 3 clusters Score -2657620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2657622.750000 Penalty: 4747.984863
	Iteration 34Q: 3 clusters Score -2657623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2657625.500000 Penalty: 4747.984863
	Iteration 35Q: 3 clusters Score -2657626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2657626.250000 Penalty: 4747.984863
	Iteration 36Q: 3 clusters Score -2657626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2657628.500000 Penalty: 4747.984863
	Iteration 37Q: 3 clusters Score -2657628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2657628.500000 Penalty: 4747.984863
	Iteration 38F: 3 clusters Score -2657628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -77940.679688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -77940.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76338.960938 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -76338.96 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76633.429688 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -76633.43 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76776.242188 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -76776.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76898.195312 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -76898.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76960.265625 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -76960.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -77001.695312 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -77001.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77038.023438 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -77038.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77082.132812 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -77082.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -77129.937500 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -77129.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77163.171875 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -77163.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77171.078125 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -77171.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -77178.734375 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -77178.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77182.125000 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -77182.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77190.593750 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -77190.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77192.234375 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -77192.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77193.757812 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -77193.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77197.015625 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -77197.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77197.015625 Penalty: 3220.901855
	Iteration 17F: 3 clusters Score -77197.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Entering Unmasked Estep 
Score: -8518667.000000 Penalty: 2662.588623
	Iteration 0F: 2 clusters Score -8518667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8488651.000000 Penalty: 5325.177246
	Iteration 0F: 3 clusters Score -8488651 nChanged 21325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8500433.000000 Penalty: 5325.177246
	Iteration 1F: 3 clusters Score -8500433 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -8501001.000000 Penalty: 5325.177246
	Iteration 2Q: 3 clusters Score -8501001 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -8501697.000000 Penalty: 5325.177246
	Iteration 3Q: 3 clusters Score -8501697 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -8502581.000000 Penalty: 5325.177246
	Iteration 4Q: 3 clusters Score -8502581 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -8503702.000000 Penalty: 5325.177246
	Iteration 5Q: 3 clusters Score -8503702 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -8505211.000000 Penalty: 5325.177246
	Iteration 6F: 3 clusters Score -8505211 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -8506983.000000 Penalty: 5325.177246
	Iteration 7F: 3 clusters Score -8506983 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -8508992.000000 Penalty: 5325.177246
	Iteration 8F: 3 clusters Score -8508992 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -8511190.000000 Penalty: 5325.177246
	Iteration 9F: 3 clusters Score -8511190 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -8513188.000000 Penalty: 5325.177246
	Iteration 10F: 3 clusters Score -8513188 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -8514561.000000 Penalty: 5325.177246
	Iteration 11Q: 3 clusters Score -8514561 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -8515404.000000 Penalty: 5325.177246
	Iteration 12Q: 3 clusters Score -8515404 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -8515888.000000 Penalty: 5325.177246
	Iteration 13Q: 3 clusters Score -8515888 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -8516233.000000 Penalty: 5325.177246
	Iteration 14Q: 3 clusters Score -8516233 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -8516562.000000 Penalty: 5325.177246
	Iteration 15Q: 3 clusters Score -8516562 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -8516790.000000 Penalty: 5325.177246
	Iteration 16Q: 3 clusters Score -8516790 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -8516951.000000 Penalty: 5325.177246
	Iteration 17Q: 3 clusters Score -8516951 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -8517098.000000 Penalty: 5325.177246
	Iteration 18Q: 3 clusters Score -8517098 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -8517219.000000 Penalty: 5325.177246
	Iteration 19Q: 3 clusters Score -8517219 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -8517304.000000 Penalty: 5325.177246
	Iteration 20F: 3 clusters Score -8517304 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -8517424.000000 Penalty: 5325.177246
	Iteration 21Q: 3 clusters Score -8517424 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -8517530.000000 Penalty: 5325.177246
	Iteration 22Q: 3 clusters Score -8517530 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -8517610.000000 Penalty: 5325.177246
	Iteration 23Q: 3 clusters Score -8517610 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -8517692.000000 Penalty: 5325.177246
	Iteration 24Q: 3 clusters Score -8517692 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -8517746.000000 Penalty: 5325.177246
	Iteration 25Q: 3 clusters Score -8517746 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -8517797.000000 Penalty: 5325.177246
	Iteration 26Q: 3 clusters Score -8517797 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -8517851.000000 Penalty: 5325.177246
	Iteration 27Q: 3 clusters Score -8517851 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -8517899.000000 Penalty: 5325.177246
	Iteration 28Q: 3 clusters Score -8517899 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -8517933.000000 Penalty: 5325.177246
	Iteration 29Q: 3 clusters Score -8517933 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -8517944.000000 Penalty: 5325.177246
	Iteration 30Q: 3 clusters Score -8517944 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8517996.000000 Penalty: 5325.177246
	Iteration 31Q: 3 clusters Score -8517996 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -8517984.000000 Penalty: 5325.177246
	Iteration 32Q: 3 clusters Score -8517984 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -8518020.000000 Penalty: 5325.177246
	Iteration 33Q: 3 clusters Score -8518020 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -8517999.000000 Penalty: 5325.177246
	Iteration 34Q: 3 clusters Score -8517999 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -8517995.000000 Penalty: 5325.177246
	Iteration 35Q: 3 clusters Score -8517995 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8518007.000000 Penalty: 5325.177246
	Iteration 36Q: 3 clusters Score -8518007 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8517995.000000 Penalty: 5325.177246
	Iteration 37Q: 3 clusters Score -8517995 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -8517992.000000 Penalty: 5325.177246
	Iteration 38Q: 3 clusters Score -8517992 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -8517968.000000 Penalty: 5325.177246
	Iteration 39Q: 3 clusters Score -8517968 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -8517943.000000 Penalty: 5325.177246
	Iteration 40F: 3 clusters Score -8517943 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -8517943.000000 Penalty: 5325.177246
	Iteration 41Q: 3 clusters Score -8517943 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8517933.000000 Penalty: 5325.177246
	Iteration 42Q: 3 clusters Score -8517933 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -8517896.000000 Penalty: 5325.177246
	Iteration 43Q: 3 clusters Score -8517896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -8517892.000000 Penalty: 5325.177246
	Iteration 44Q: 3 clusters Score -8517892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -8517882.000000 Penalty: 5325.177246
	Iteration 45Q: 3 clusters Score -8517882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -8517877.000000 Penalty: 5325.177246
	Iteration 46Q: 3 clusters Score -8517877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8517852.000000 Penalty: 5325.177246
	Iteration 47Q: 3 clusters Score -8517852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8517859.000000 Penalty: 5325.177246
	Iteration 48Q: 3 clusters Score -8517859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -8517836.000000 Penalty: 5325.177246
	Iteration 49Q: 3 clusters Score -8517836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8517844.000000 Penalty: 5325.177246
	Iteration 50Q: 3 clusters Score -8517844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -8517850.000000 Penalty: 5325.177246
	Iteration 51Q: 3 clusters Score -8517850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8517844.000000 Penalty: 5325.177246
	Iteration 52Q: 3 clusters Score -8517844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -8517828.000000 Penalty: 5325.177246
	Iteration 53Q: 3 clusters Score -8517828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8517820.000000 Penalty: 5325.177246
	Iteration 54Q: 3 clusters Score -8517820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -8517830.000000 Penalty: 5325.177246
	Iteration 55Q: 3 clusters Score -8517830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -8517831.000000 Penalty: 5325.177246
	Iteration 56Q: 3 clusters Score -8517831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -8517829.000000 Penalty: 5325.177246
	Iteration 57Q: 3 clusters Score -8517829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -8517832.000000 Penalty: 5325.177246
	Iteration 58Q: 3 clusters Score -8517832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -8517831.000000 Penalty: 5325.177246
	Iteration 59Q: 3 clusters Score -8517831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -8517818.000000 Penalty: 5325.177246
	Iteration 60F: 3 clusters Score -8517818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -8517801.000000 Penalty: 5325.177246
	Iteration 61Q: 3 clusters Score -8517801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -8517808.000000 Penalty: 5325.177246
	Iteration 62Q: 3 clusters Score -8517808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -8517816.000000 Penalty: 5325.177246
	Iteration 63Q: 3 clusters Score -8517816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -8517815.000000 Penalty: 5325.177246
	Iteration 64Q: 3 clusters Score -8517815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8517801.000000 Penalty: 5325.177246
	Iteration 65Q: 3 clusters Score -8517801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -8517797.000000 Penalty: 5325.177246
	Iteration 66Q: 3 clusters Score -8517797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -8517792.000000 Penalty: 5325.177246
	Iteration 67Q: 3 clusters Score -8517792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -8517793.000000 Penalty: 5325.177246
	Iteration 68Q: 3 clusters Score -8517793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -8517799.000000 Penalty: 5325.177246
	Iteration 69Q: 3 clusters Score -8517799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -8517790.000000 Penalty: 5325.177246
	Iteration 70Q: 3 clusters Score -8517790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -8517797.000000 Penalty: 5325.177246
	Iteration 71Q: 3 clusters Score -8517797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -8517794.000000 Penalty: 5325.177246
	Iteration 72Q: 3 clusters Score -8517794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8517790.000000 Penalty: 5325.177246
	Iteration 73Q: 3 clusters Score -8517790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -8517772.000000 Penalty: 5325.177246
	Iteration 74Q: 3 clusters Score -8517772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -8517778.000000 Penalty: 5325.177246
	Iteration 75Q: 3 clusters Score -8517778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -8517773.000000 Penalty: 5325.177246
	Iteration 76Q: 3 clusters Score -8517773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -8517777.000000 Penalty: 5325.177246
	Iteration 77Q: 3 clusters Score -8517777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -8517777.000000 Penalty: 5325.177246
	Iteration 78F: 3 clusters Score -8517777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -32279.650391 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -32279.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31176.029297 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -31176.03 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31494.556641 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -31494.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31600.808594 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -31600.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31679.638672 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -31679.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31806.099609 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -31806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31815.949219 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -31815.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31815.949219 Penalty: 2951.518799
	Iteration 6F: 3 clusters Score -31815.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Entering Unmasked Estep 
Score: -8736453.000000 Penalty: 2667.040283
	Iteration 0F: 2 clusters Score -8736453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -8706643.000000 Penalty: 5334.080566
	Iteration 0F: 3 clusters Score -8706643 nChanged 21403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -8718705.000000 Penalty: 5334.080566
	Iteration 1F: 3 clusters Score -8718705 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -8719237.000000 Penalty: 5334.080566
	Iteration 2Q: 3 clusters Score -8719237 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -8719763.000000 Penalty: 5334.080566
	Iteration 3Q: 3 clusters Score -8719763 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -8720300.000000 Penalty: 5334.080566
	Iteration 4Q: 3 clusters Score -8720300 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -8720916.000000 Penalty: 5334.080566
	Iteration 5Q: 3 clusters Score -8720916 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -8721744.000000 Penalty: 5334.080566
	Iteration 6Q: 3 clusters Score -8721744 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -8722819.000000 Penalty: 5334.080566
	Iteration 7Q: 3 clusters Score -8722819 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -8724343.000000 Penalty: 5334.080566
	Iteration 8F: 3 clusters Score -8724343 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -8726066.000000 Penalty: 5334.080566
	Iteration 9F: 3 clusters Score -8726066 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -8727939.000000 Penalty: 5334.080566
	Iteration 10F: 3 clusters Score -8727939 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -8729510.000000 Penalty: 5334.080566
	Iteration 11Q: 3 clusters Score -8729510 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -8730740.000000 Penalty: 5334.080566
	Iteration 12Q: 3 clusters Score -8730740 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -8731634.000000 Penalty: 5334.080566
	Iteration 13Q: 3 clusters Score -8731634 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -8732329.000000 Penalty: 5334.080566
	Iteration 14Q: 3 clusters Score -8732329 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -8732822.000000 Penalty: 5334.080566
	Iteration 15Q: 3 clusters Score -8732822 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -8733310.000000 Penalty: 5334.080566
	Iteration 16Q: 3 clusters Score -8733310 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -8733626.000000 Penalty: 5334.080566
	Iteration 17Q: 3 clusters Score -8733626 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -8733944.000000 Penalty: 5334.080566
	Iteration 18Q: 3 clusters Score -8733944 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -8734246.000000 Penalty: 5334.080566
	Iteration 19Q: 3 clusters Score -8734246 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8734439.000000 Penalty: 5334.080566
	Iteration 20F: 3 clusters Score -8734439 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -8734612.000000 Penalty: 5334.080566
	Iteration 21Q: 3 clusters Score -8734612 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -8734709.000000 Penalty: 5334.080566
	Iteration 22Q: 3 clusters Score -8734709 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -8734766.000000 Penalty: 5334.080566
	Iteration 23Q: 3 clusters Score -8734766 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -8734848.000000 Penalty: 5334.080566
	Iteration 24Q: 3 clusters Score -8734848 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -8734865.000000 Penalty: 5334.080566
	Iteration 25Q: 3 clusters Score -8734865 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -8734905.000000 Penalty: 5334.080566
	Iteration 26Q: 3 clusters Score -8734905 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -8734946.000000 Penalty: 5334.080566
	Iteration 27Q: 3 clusters Score -8734946 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8734960.000000 Penalty: 5334.080566
	Iteration 28Q: 3 clusters Score -8734960 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -8734975.000000 Penalty: 5334.080566
	Iteration 29Q: 3 clusters Score -8734975 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8734988.000000 Penalty: 5334.080566
	Iteration 30Q: 3 clusters Score -8734988 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8734976.000000 Penalty: 5334.080566
	Iteration 31Q: 3 clusters Score -8734976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -8734984.000000 Penalty: 5334.080566
	Iteration 32Q: 3 clusters Score -8734984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8734999.000000 Penalty: 5334.080566
	Iteration 33Q: 3 clusters Score -8734999 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -8734991.000000 Penalty: 5334.080566
	Iteration 34Q: 3 clusters Score -8734991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8734995.000000 Penalty: 5334.080566
	Iteration 35Q: 3 clusters Score -8734995 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8734996.000000 Penalty: 5334.080566
	Iteration 36Q: 3 clusters Score -8734996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8734993.000000 Penalty: 5334.080566
	Iteration 37Q: 3 clusters Score -8734993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8734982.000000 Penalty: 5334.080566
	Iteration 38Q: 3 clusters Score -8734982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8734987.000000 Penalty: 5334.080566
	Iteration 39Q: 3 clusters Score -8734987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8735000.000000 Penalty: 5334.080566
	Iteration 40F: 3 clusters Score -8735000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8735009.000000 Penalty: 5334.080566
	Iteration 41Q: 3 clusters Score -8735009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8735005.000000 Penalty: 5334.080566
	Iteration 42Q: 3 clusters Score -8735005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8735015.000000 Penalty: 5334.080566
	Iteration 43Q: 3 clusters Score -8735015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8735039.000000 Penalty: 5334.080566
	Iteration 44Q: 3 clusters Score -8735039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8735038.000000 Penalty: 5334.080566
	Iteration 45Q: 3 clusters Score -8735038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8735048.000000 Penalty: 5334.080566
	Iteration 46Q: 3 clusters Score -8735048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8735060.000000 Penalty: 5334.080566
	Iteration 47Q: 3 clusters Score -8735060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8735054.000000 Penalty: 5334.080566
	Iteration 48Q: 3 clusters Score -8735054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8735056.000000 Penalty: 5334.080566
	Iteration 49Q: 3 clusters Score -8735056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8735061.000000 Penalty: 5334.080566
	Iteration 50Q: 3 clusters Score -8735061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8735049.000000 Penalty: 5334.080566
	Iteration 51Q: 3 clusters Score -8735049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8735048.000000 Penalty: 5334.080566
	Iteration 52Q: 3 clusters Score -8735048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8735052.000000 Penalty: 5334.080566
	Iteration 53Q: 3 clusters Score -8735052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8735045.000000 Penalty: 5334.080566
	Iteration 54Q: 3 clusters Score -8735045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8735046.000000 Penalty: 5334.080566
	Iteration 55Q: 3 clusters Score -8735046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8735034.000000 Penalty: 5334.080566
	Iteration 56Q: 3 clusters Score -8735034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8735051.000000 Penalty: 5334.080566
	Iteration 57Q: 3 clusters Score -8735051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8735038.000000 Penalty: 5334.080566
	Iteration 58Q: 3 clusters Score -8735038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8735046.000000 Penalty: 5334.080566
	Iteration 59Q: 3 clusters Score -8735046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8735043.000000 Penalty: 5334.080566
	Iteration 60F: 3 clusters Score -8735043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8735039.000000 Penalty: 5334.080566
	Iteration 61Q: 3 clusters Score -8735039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8735042.000000 Penalty: 5334.080566
	Iteration 62Q: 3 clusters Score -8735042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8735034.000000 Penalty: 5334.080566
	Iteration 63Q: 3 clusters Score -8735034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8735033.000000 Penalty: 5334.080566
	Iteration 64Q: 3 clusters Score -8735033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8735052.000000 Penalty: 5334.080566
	Iteration 65Q: 3 clusters Score -8735052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8735047.000000 Penalty: 5334.080566
	Iteration 66Q: 3 clusters Score -8735047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8735045.000000 Penalty: 5334.080566
	Iteration 67Q: 3 clusters Score -8735045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8735048.000000 Penalty: 5334.080566
	Iteration 68Q: 3 clusters Score -8735048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8735042.000000 Penalty: 5334.080566
	Iteration 69Q: 3 clusters Score -8735042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8735058.000000 Penalty: 5334.080566
	Iteration 70Q: 3 clusters Score -8735058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8735068.000000 Penalty: 5334.080566
	Iteration 71Q: 3 clusters Score -8735068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8735055.000000 Penalty: 5334.080566
	Iteration 72Q: 3 clusters Score -8735055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8735058.000000 Penalty: 5334.080566
	Iteration 73Q: 3 clusters Score -8735058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8735042.000000 Penalty: 5334.080566
	Iteration 74Q: 3 clusters Score -8735042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8735046.000000 Penalty: 5334.080566
	Iteration 75Q: 3 clusters Score -8735046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8735064.000000 Penalty: 5334.080566
	Iteration 76Q: 3 clusters Score -8735064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -8735062.000000 Penalty: 5334.080566
	Iteration 77Q: 3 clusters Score -8735062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8735072.000000 Penalty: 5334.080566
	Iteration 78Q: 3 clusters Score -8735072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8735068.000000 Penalty: 5334.080566
	Iteration 79Q: 3 clusters Score -8735068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8735058.000000 Penalty: 5334.080566
	Iteration 80F: 3 clusters Score -8735058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8735056.000000 Penalty: 5334.080566
	Iteration 81Q: 3 clusters Score -8735056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8735045.000000 Penalty: 5334.080566
	Iteration 82Q: 3 clusters Score -8735045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8735041.000000 Penalty: 5334.080566
	Iteration 83Q: 3 clusters Score -8735041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8735044.000000 Penalty: 5334.080566
	Iteration 84Q: 3 clusters Score -8735044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8735042.000000 Penalty: 5334.080566
	Iteration 85Q: 3 clusters Score -8735042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8735035.000000 Penalty: 5334.080566
	Iteration 86Q: 3 clusters Score -8735035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8735037.000000 Penalty: 5334.080566
	Iteration 87Q: 3 clusters Score -8735037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8735035.000000 Penalty: 5334.080566
	Iteration 88Q: 3 clusters Score -8735035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8735037.000000 Penalty: 5334.080566
	Iteration 89Q: 3 clusters Score -8735037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8735033.000000 Penalty: 5334.080566
	Iteration 90Q: 3 clusters Score -8735033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8735039.000000 Penalty: 5334.080566
	Iteration 91Q: 3 clusters Score -8735039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8735045.000000 Penalty: 5334.080566
	Iteration 92Q: 3 clusters Score -8735045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8735045.000000 Penalty: 5334.080566
	Iteration 93F: 3 clusters Score -8735045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Entering Unmasked Estep 
Score: -9090397.000000 Penalty: 2680.331055
	Iteration 0F: 2 clusters Score -9090397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -9058832.000000 Penalty: 5360.662109
	Iteration 0F: 3 clusters Score -9058832 nChanged 22784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -9071370.000000 Penalty: 5360.662109
	Iteration 1F: 3 clusters Score -9071370 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -9071887.000000 Penalty: 5360.662109
	Iteration 2Q: 3 clusters Score -9071887 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -9072620.000000 Penalty: 5360.662109
	Iteration 3Q: 3 clusters Score -9072620 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -9073404.000000 Penalty: 5360.662109
	Iteration 4Q: 3 clusters Score -9073404 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -9074675.000000 Penalty: 5360.662109
	Iteration 5Q: 3 clusters Score -9074675 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -9076368.000000 Penalty: 5360.662109
	Iteration 6Q: 3 clusters Score -9076368 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -9078555.000000 Penalty: 5360.662109
	Iteration 7F: 3 clusters Score -9078555 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -9080923.000000 Penalty: 5360.662109
	Iteration 8F: 3 clusters Score -9080923 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -9082954.000000 Penalty: 5360.662109
	Iteration 9F: 3 clusters Score -9082954 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -9084551.000000 Penalty: 5360.662109
	Iteration 10Q: 3 clusters Score -9084551 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -9085708.000000 Penalty: 5360.662109
	Iteration 11Q: 3 clusters Score -9085708 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -9086491.000000 Penalty: 5360.662109
	Iteration 12Q: 3 clusters Score -9086491 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -9086956.000000 Penalty: 5360.662109
	Iteration 13Q: 3 clusters Score -9086956 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -9087307.000000 Penalty: 5360.662109
	Iteration 14Q: 3 clusters Score -9087307 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -9087544.000000 Penalty: 5360.662109
	Iteration 15Q: 3 clusters Score -9087544 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -9087791.000000 Penalty: 5360.662109
	Iteration 16Q: 3 clusters Score -9087791 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9087957.000000 Penalty: 5360.662109
	Iteration 17Q: 3 clusters Score -9087957 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9088044.000000 Penalty: 5360.662109
	Iteration 18Q: 3 clusters Score -9088044 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9088059.000000 Penalty: 5360.662109
	Iteration 19Q: 3 clusters Score -9088059 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9088118.000000 Penalty: 5360.662109
	Iteration 20F: 3 clusters Score -9088118 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9088148.000000 Penalty: 5360.662109
	Iteration 21Q: 3 clusters Score -9088148 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9088195.000000 Penalty: 5360.662109
	Iteration 22Q: 3 clusters Score -9088195 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9088223.000000 Penalty: 5360.662109
	Iteration 23Q: 3 clusters Score -9088223 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9088255.000000 Penalty: 5360.662109
	Iteration 24Q: 3 clusters Score -9088255 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9088273.000000 Penalty: 5360.662109
	Iteration 25Q: 3 clusters Score -9088273 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9088279.000000 Penalty: 5360.662109
	Iteration 26Q: 3 clusters Score -9088279 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9088292.000000 Penalty: 5360.662109
	Iteration 27Q: 3 clusters Score -9088292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -9088291.000000 Penalty: 5360.662109
	Iteration 28Q: 3 clusters Score -9088291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9088296.000000 Penalty: 5360.662109
	Iteration 29Q: 3 clusters Score -9088296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9088302.000000 Penalty: 5360.662109
	Iteration 30Q: 3 clusters Score -9088302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9088321.000000 Penalty: 5360.662109
	Iteration 31Q: 3 clusters Score -9088321 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9088349.000000 Penalty: 5360.662109
	Iteration 32Q: 3 clusters Score -9088349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9088357.000000 Penalty: 5360.662109
	Iteration 33Q: 3 clusters Score -9088357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9088353.000000 Penalty: 5360.662109
	Iteration 34Q: 3 clusters Score -9088353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9088365.000000 Penalty: 5360.662109
	Iteration 35Q: 3 clusters Score -9088365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9088364.000000 Penalty: 5360.662109
	Iteration 36Q: 3 clusters Score -9088364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -9088364.000000 Penalty: 5360.662109
	Iteration 37Q: 3 clusters Score -9088364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9088363.000000 Penalty: 5360.662109
	Iteration 38Q: 3 clusters Score -9088363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9088389.000000 Penalty: 5360.662109
	Iteration 39Q: 3 clusters Score -9088389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9088380.000000 Penalty: 5360.662109
	Iteration 40F: 3 clusters Score -9088380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9088390.000000 Penalty: 5360.662109
	Iteration 41Q: 3 clusters Score -9088390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -9088392.000000 Penalty: 5360.662109
	Iteration 42Q: 3 clusters Score -9088392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9088390.000000 Penalty: 5360.662109
	Iteration 43Q: 3 clusters Score -9088390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9088390.000000 Penalty: 5360.662109
	Iteration 44F: 3 clusters Score -9088390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Entering Unmasked Estep 
Score: -9078986.000000 Penalty: 2680.345947
	Iteration 0F: 2 clusters Score -9078986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -9047881.000000 Penalty: 5360.691895
	Iteration 0F: 3 clusters Score -9047881 nChanged 22868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -9060429.000000 Penalty: 5360.691895
	Iteration 1F: 3 clusters Score -9060429 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -9060900.000000 Penalty: 5360.691895
	Iteration 2Q: 3 clusters Score -9060900 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -9061227.000000 Penalty: 5360.691895
	Iteration 3Q: 3 clusters Score -9061227 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -9061540.000000 Penalty: 5360.691895
	Iteration 4Q: 3 clusters Score -9061540 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -9061866.000000 Penalty: 5360.691895
	Iteration 5Q: 3 clusters Score -9061866 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -9062215.000000 Penalty: 5360.691895
	Iteration 6Q: 3 clusters Score -9062215 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -9062644.000000 Penalty: 5360.691895
	Iteration 7Q: 3 clusters Score -9062644 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -9063166.000000 Penalty: 5360.691895
	Iteration 8Q: 3 clusters Score -9063166 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -9064050.000000 Penalty: 5360.691895
	Iteration 9Q: 3 clusters Score -9064050 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -9065522.000000 Penalty: 5360.691895
	Iteration 10F: 3 clusters Score -9065522 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -9067800.000000 Penalty: 5360.691895
	Iteration 11F: 3 clusters Score -9067800 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -9070719.000000 Penalty: 5360.691895
	Iteration 12F: 3 clusters Score -9070719 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -9073645.000000 Penalty: 5360.691895
	Iteration 13F: 3 clusters Score -9073645 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -9075799.000000 Penalty: 5360.691895
	Iteration 14Q: 3 clusters Score -9075799 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -9077073.000000 Penalty: 5360.691895
	Iteration 15Q: 3 clusters Score -9077073 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -9077826.000000 Penalty: 5360.691895
	Iteration 16Q: 3 clusters Score -9077826 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -9078273.000000 Penalty: 5360.691895
	Iteration 17Q: 3 clusters Score -9078273 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -9078602.000000 Penalty: 5360.691895
	Iteration 18Q: 3 clusters Score -9078602 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -9078717.000000 Penalty: 5360.691895
	Iteration 19Q: 3 clusters Score -9078717 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -9078826.000000 Penalty: 5360.691895
	Iteration 20F: 3 clusters Score -9078826 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -9078881.000000 Penalty: 5360.691895
	Iteration 21Q: 3 clusters Score -9078881 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -9078917.000000 Penalty: 5360.691895
	Iteration 22Q: 3 clusters Score -9078917 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -9078933.000000 Penalty: 5360.691895
	Iteration 23Q: 3 clusters Score -9078933 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -9078884.000000 Penalty: 5360.691895
	Iteration 24Q: 3 clusters Score -9078884 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -9078864.000000 Penalty: 5360.691895
	Iteration 25Q: 3 clusters Score -9078864 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -9078842.000000 Penalty: 5360.691895
	Iteration 26Q: 3 clusters Score -9078842 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -9078818.000000 Penalty: 5360.691895
	Iteration 27Q: 3 clusters Score -9078818 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -9078800.000000 Penalty: 5360.691895
	Iteration 28Q: 3 clusters Score -9078800 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -9078787.000000 Penalty: 5360.691895
	Iteration 29Q: 3 clusters Score -9078787 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -9078785.000000 Penalty: 5360.691895
	Iteration 30Q: 3 clusters Score -9078785 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -9078762.000000 Penalty: 5360.691895
	Iteration 31Q: 3 clusters Score -9078762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -9078715.000000 Penalty: 5360.691895
	Iteration 32Q: 3 clusters Score -9078715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -9078692.000000 Penalty: 5360.691895
	Iteration 33Q: 3 clusters Score -9078692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -9078680.000000 Penalty: 5360.691895
	Iteration 34Q: 3 clusters Score -9078680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -9078672.000000 Penalty: 5360.691895
	Iteration 35Q: 3 clusters Score -9078672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -9078640.000000 Penalty: 5360.691895
	Iteration 36Q: 3 clusters Score -9078640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -9078647.000000 Penalty: 5360.691895
	Iteration 37Q: 3 clusters Score -9078647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -9078640.000000 Penalty: 5360.691895
	Iteration 38Q: 3 clusters Score -9078640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -9078630.000000 Penalty: 5360.691895
	Iteration 39Q: 3 clusters Score -9078630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -9078608.000000 Penalty: 5360.691895
	Iteration 40F: 3 clusters Score -9078608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -9078589.000000 Penalty: 5360.691895
	Iteration 41Q: 3 clusters Score -9078589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -9078578.000000 Penalty: 5360.691895
	Iteration 42Q: 3 clusters Score -9078578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -9078569.000000 Penalty: 5360.691895
	Iteration 43Q: 3 clusters Score -9078569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -9078558.000000 Penalty: 5360.691895
	Iteration 44Q: 3 clusters Score -9078558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -9078538.000000 Penalty: 5360.691895
	Iteration 45Q: 3 clusters Score -9078538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -9078533.000000 Penalty: 5360.691895
	Iteration 46Q: 3 clusters Score -9078533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -9078524.000000 Penalty: 5360.691895
	Iteration 47Q: 3 clusters Score -9078524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -9078518.000000 Penalty: 5360.691895
	Iteration 48Q: 3 clusters Score -9078518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -9078508.000000 Penalty: 5360.691895
	Iteration 49Q: 3 clusters Score -9078508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -9078492.000000 Penalty: 5360.691895
	Iteration 50Q: 3 clusters Score -9078492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -9078476.000000 Penalty: 5360.691895
	Iteration 51Q: 3 clusters Score -9078476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9078479.000000 Penalty: 5360.691895
	Iteration 52Q: 3 clusters Score -9078479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -9078467.000000 Penalty: 5360.691895
	Iteration 53Q: 3 clusters Score -9078467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -9078464.000000 Penalty: 5360.691895
	Iteration 54Q: 3 clusters Score -9078464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9078453.000000 Penalty: 5360.691895
	Iteration 55Q: 3 clusters Score -9078453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -9078444.000000 Penalty: 5360.691895
	Iteration 56Q: 3 clusters Score -9078444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -9078439.000000 Penalty: 5360.691895
	Iteration 57Q: 3 clusters Score -9078439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9078428.000000 Penalty: 5360.691895
	Iteration 58Q: 3 clusters Score -9078428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -9078425.000000 Penalty: 5360.691895
	Iteration 59Q: 3 clusters Score -9078425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -9078411.000000 Penalty: 5360.691895
	Iteration 60F: 3 clusters Score -9078411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -9078413.000000 Penalty: 5360.691895
	Iteration 61Q: 3 clusters Score -9078413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -9078399.000000 Penalty: 5360.691895
	Iteration 62Q: 3 clusters Score -9078399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9078382.000000 Penalty: 5360.691895
	Iteration 63Q: 3 clusters Score -9078382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -9078379.000000 Penalty: 5360.691895
	Iteration 64Q: 3 clusters Score -9078379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -9078377.000000 Penalty: 5360.691895
	Iteration 65Q: 3 clusters Score -9078377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -9078374.000000 Penalty: 5360.691895
	Iteration 66Q: 3 clusters Score -9078374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -9078373.000000 Penalty: 5360.691895
	Iteration 67Q: 3 clusters Score -9078373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -9078380.000000 Penalty: 5360.691895
	Iteration 68Q: 3 clusters Score -9078380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -9078379.000000 Penalty: 5360.691895
	Iteration 69Q: 3 clusters Score -9078379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -9078381.000000 Penalty: 5360.691895
	Iteration 70Q: 3 clusters Score -9078381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -9078380.000000 Penalty: 5360.691895
	Iteration 71Q: 3 clusters Score -9078380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -9078372.000000 Penalty: 5360.691895
	Iteration 72Q: 3 clusters Score -9078372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -9078377.000000 Penalty: 5360.691895
	Iteration 73Q: 3 clusters Score -9078377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -9078371.000000 Penalty: 5360.691895
	Iteration 74Q: 3 clusters Score -9078371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9078366.000000 Penalty: 5360.691895
	Iteration 75Q: 3 clusters Score -9078366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -9078367.000000 Penalty: 5360.691895
	Iteration 76Q: 3 clusters Score -9078367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -9078376.000000 Penalty: 5360.691895
	Iteration 77Q: 3 clusters Score -9078376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -9078374.000000 Penalty: 5360.691895
	Iteration 78Q: 3 clusters Score -9078374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -9078375.000000 Penalty: 5360.691895
	Iteration 79Q: 3 clusters Score -9078375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -9078376.000000 Penalty: 5360.691895
	Iteration 80F: 3 clusters Score -9078376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -9078372.000000 Penalty: 5360.691895
	Iteration 81Q: 3 clusters Score -9078372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -9078372.000000 Penalty: 5360.691895
	Iteration 82F: 3 clusters Score -9078372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Entering Unmasked Estep 
Score: -8062093.000000 Penalty: 2648.362793
	Iteration 0F: 2 clusters Score -8062093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -8033299.500000 Penalty: 5296.725586
	Iteration 0F: 3 clusters Score -8033300 nChanged 19985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -8044493.500000 Penalty: 5296.725586
	Iteration 1F: 3 clusters Score -8044494 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -8045339.000000 Penalty: 5296.725586
	Iteration 2Q: 3 clusters Score -8045339 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -8046379.000000 Penalty: 5296.725586
	Iteration 3F: 3 clusters Score -8046379 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -8047990.500000 Penalty: 5296.725586
	Iteration 4F: 3 clusters Score -8047990 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -8050316.000000 Penalty: 5296.725586
	Iteration 5F: 3 clusters Score -8050316 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -8053170.000000 Penalty: 5296.725586
	Iteration 6F: 3 clusters Score -8053170 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -8055998.500000 Penalty: 5296.725586
	Iteration 7F: 3 clusters Score -8055998 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8057934.000000 Penalty: 5296.725586
	Iteration 8F: 3 clusters Score -8057934 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -8058897.500000 Penalty: 5296.725586
	Iteration 9Q: 3 clusters Score -8058898 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -8059394.500000 Penalty: 5296.725586
	Iteration 10Q: 3 clusters Score -8059394 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -8059707.000000 Penalty: 5296.725586
	Iteration 11Q: 3 clusters Score -8059707 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -8059907.500000 Penalty: 5296.725586
	Iteration 12Q: 3 clusters Score -8059908 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -8060032.500000 Penalty: 5296.725586
	Iteration 13Q: 3 clusters Score -8060032 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -8060172.500000 Penalty: 5296.725586
	Iteration 14Q: 3 clusters Score -8060172 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -8060245.000000 Penalty: 5296.725586
	Iteration 15Q: 3 clusters Score -8060245 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -8060353.500000 Penalty: 5296.725586
	Iteration 16Q: 3 clusters Score -8060354 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -8060406.500000 Penalty: 5296.725586
	Iteration 17Q: 3 clusters Score -8060406 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -8060455.500000 Penalty: 5296.725586
	Iteration 18Q: 3 clusters Score -8060456 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -8060499.500000 Penalty: 5296.725586
	Iteration 19Q: 3 clusters Score -8060500 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -8060503.000000 Penalty: 5296.725586
	Iteration 20F: 3 clusters Score -8060503 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -8060521.000000 Penalty: 5296.725586
	Iteration 21Q: 3 clusters Score -8060521 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -8060552.500000 Penalty: 5296.725586
	Iteration 22Q: 3 clusters Score -8060552 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -8060559.000000 Penalty: 5296.725586
	Iteration 23Q: 3 clusters Score -8060559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -8060572.000000 Penalty: 5296.725586
	Iteration 24Q: 3 clusters Score -8060572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -8060604.000000 Penalty: 5296.725586
	Iteration 25Q: 3 clusters Score -8060604 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -8060634.000000 Penalty: 5296.725586
	Iteration 26Q: 3 clusters Score -8060634 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -8060651.000000 Penalty: 5296.725586
	Iteration 27Q: 3 clusters Score -8060651 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -8060668.500000 Penalty: 5296.725586
	Iteration 28Q: 3 clusters Score -8060668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -8060687.500000 Penalty: 5296.725586
	Iteration 29Q: 3 clusters Score -8060688 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -8060687.000000 Penalty: 5296.725586
	Iteration 30Q: 3 clusters Score -8060687 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -8060702.000000 Penalty: 5296.725586
	Iteration 31Q: 3 clusters Score -8060702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -8060725.500000 Penalty: 5296.725586
	Iteration 32Q: 3 clusters Score -8060726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -8060734.500000 Penalty: 5296.725586
	Iteration 33Q: 3 clusters Score -8060734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -8060770.000000 Penalty: 5296.725586
	Iteration 34Q: 3 clusters Score -8060770 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -8060760.000000 Penalty: 5296.725586
	Iteration 35Q: 3 clusters Score -8060760 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8060777.000000 Penalty: 5296.725586
	Iteration 36Q: 3 clusters Score -8060777 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -8060787.500000 Penalty: 5296.725586
	Iteration 37Q: 3 clusters Score -8060788 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -8060783.500000 Penalty: 5296.725586
	Iteration 38Q: 3 clusters Score -8060784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -8060804.500000 Penalty: 5296.725586
	Iteration 39Q: 3 clusters Score -8060804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -8060813.500000 Penalty: 5296.725586
	Iteration 40F: 3 clusters Score -8060814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -8060828.500000 Penalty: 5296.725586
	Iteration 41Q: 3 clusters Score -8060828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -8060863.500000 Penalty: 5296.725586
	Iteration 42Q: 3 clusters Score -8060864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -8060879.000000 Penalty: 5296.725586
	Iteration 43Q: 3 clusters Score -8060879 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8060876.000000 Penalty: 5296.725586
	Iteration 44Q: 3 clusters Score -8060876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -8060878.000000 Penalty: 5296.725586
	Iteration 45Q: 3 clusters Score -8060878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8060887.000000 Penalty: 5296.725586
	Iteration 46Q: 3 clusters Score -8060887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -8060891.000000 Penalty: 5296.725586
	Iteration 47Q: 3 clusters Score -8060891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -8060910.000000 Penalty: 5296.725586
	Iteration 48Q: 3 clusters Score -8060910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -8060929.000000 Penalty: 5296.725586
	Iteration 49Q: 3 clusters Score -8060929 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -8060929.000000 Penalty: 5296.725586
	Iteration 50Q: 3 clusters Score -8060929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -8060939.500000 Penalty: 5296.725586
	Iteration 51Q: 3 clusters Score -8060940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -8060943.500000 Penalty: 5296.725586
	Iteration 52Q: 3 clusters Score -8060944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -8060956.000000 Penalty: 5296.725586
	Iteration 53Q: 3 clusters Score -8060956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -8060964.500000 Penalty: 5296.725586
	Iteration 54Q: 3 clusters Score -8060964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8060980.000000 Penalty: 5296.725586
	Iteration 55Q: 3 clusters Score -8060980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8060994.000000 Penalty: 5296.725586
	Iteration 56Q: 3 clusters Score -8060994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -8060993.000000 Penalty: 5296.725586
	Iteration 57Q: 3 clusters Score -8060993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8060988.500000 Penalty: 5296.725586
	Iteration 58Q: 3 clusters Score -8060988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8060989.500000 Penalty: 5296.725586
	Iteration 59Q: 3 clusters Score -8060990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -8060996.000000 Penalty: 5296.725586
	Iteration 60F: 3 clusters Score -8060996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -8061009.000000 Penalty: 5296.725586
	Iteration 61Q: 3 clusters Score -8061009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -8061005.000000 Penalty: 5296.725586
	Iteration 62Q: 3 clusters Score -8061005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8061013.000000 Penalty: 5296.725586
	Iteration 63Q: 3 clusters Score -8061013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -8061010.000000 Penalty: 5296.725586
	Iteration 64Q: 3 clusters Score -8061010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -8061010.500000 Penalty: 5296.725586
	Iteration 65Q: 3 clusters Score -8061010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -8061024.500000 Penalty: 5296.725586
	Iteration 66Q: 3 clusters Score -8061024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -8061037.000000 Penalty: 5296.725586
	Iteration 67Q: 3 clusters Score -8061037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8061039.000000 Penalty: 5296.725586
	Iteration 68Q: 3 clusters Score -8061039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8061034.000000 Penalty: 5296.725586
	Iteration 69Q: 3 clusters Score -8061034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -8061040.000000 Penalty: 5296.725586
	Iteration 70Q: 3 clusters Score -8061040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8061059.000000 Penalty: 5296.725586
	Iteration 71Q: 3 clusters Score -8061059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8061048.000000 Penalty: 5296.725586
	Iteration 72Q: 3 clusters Score -8061048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -8061048.000000 Penalty: 5296.725586
	Iteration 73Q: 3 clusters Score -8061048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8061051.500000 Penalty: 5296.725586
	Iteration 74Q: 3 clusters Score -8061052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8061046.500000 Penalty: 5296.725586
	Iteration 75Q: 3 clusters Score -8061046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -8061044.500000 Penalty: 5296.725586
	Iteration 76Q: 3 clusters Score -8061044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -8061045.000000 Penalty: 5296.725586
	Iteration 77Q: 3 clusters Score -8061045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8061047.000000 Penalty: 5296.725586
	Iteration 78Q: 3 clusters Score -8061047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -8061049.500000 Penalty: 5296.725586
	Iteration 79Q: 3 clusters Score -8061050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8061046.500000 Penalty: 5296.725586
	Iteration 80F: 3 clusters Score -8061046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8061055.000000 Penalty: 5296.725586
	Iteration 81Q: 3 clusters Score -8061055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -8061047.500000 Penalty: 5296.725586
	Iteration 82Q: 3 clusters Score -8061048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -8061052.500000 Penalty: 5296.725586
	Iteration 83Q: 3 clusters Score -8061052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -8061053.500000 Penalty: 5296.725586
	Iteration 84Q: 3 clusters Score -8061054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8061047.000000 Penalty: 5296.725586
	Iteration 85Q: 3 clusters Score -8061047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8061040.000000 Penalty: 5296.725586
	Iteration 86Q: 3 clusters Score -8061040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8061036.500000 Penalty: 5296.725586
	Iteration 87Q: 3 clusters Score -8061036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -8061038.500000 Penalty: 5296.725586
	Iteration 88Q: 3 clusters Score -8061038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -8061037.500000 Penalty: 5296.725586
	Iteration 89Q: 3 clusters Score -8061038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -8061037.500000 Penalty: 5296.725586
	Iteration 90F: 3 clusters Score -8061038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Entering Unmasked Estep 
Score: -10441550.000000 Penalty: 2711.242188
	Iteration 0F: 2 clusters Score -1.044155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -10411918.000000 Penalty: 5422.484375
	Iteration 0F: 3 clusters Score -1.041192e+07 nChanged 25875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -10426428.000000 Penalty: 5422.484375
	Iteration 1F: 3 clusters Score -1.042643e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -10426966.000000 Penalty: 5422.484375
	Iteration 2Q: 3 clusters Score -1.042697e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -10427455.000000 Penalty: 5422.484375
	Iteration 3Q: 3 clusters Score -1.042746e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -10428071.000000 Penalty: 5422.484375
	Iteration 4Q: 3 clusters Score -1.042807e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -10428778.000000 Penalty: 5422.484375
	Iteration 5Q: 3 clusters Score -1.042878e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -10429641.000000 Penalty: 5422.484375
	Iteration 6Q: 3 clusters Score -1.042964e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -10430926.000000 Penalty: 5422.484375
	Iteration 7Q: 3 clusters Score -1.043093e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -10432847.000000 Penalty: 5422.484375
	Iteration 8Q: 3 clusters Score -1.043285e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -10435307.000000 Penalty: 5422.484375
	Iteration 9F: 3 clusters Score -1.043531e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -10437517.000000 Penalty: 5422.484375
	Iteration 10F: 3 clusters Score -1.043752e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -10438813.000000 Penalty: 5422.484375
	Iteration 11Q: 3 clusters Score -1.043881e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -10439394.000000 Penalty: 5422.484375
	Iteration 12Q: 3 clusters Score -1.043939e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -10439748.000000 Penalty: 5422.484375
	Iteration 13Q: 3 clusters Score -1.043975e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -10440051.000000 Penalty: 5422.484375
	Iteration 14Q: 3 clusters Score -1.044005e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -10440192.000000 Penalty: 5422.484375
	Iteration 15Q: 3 clusters Score -1.044019e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -10440441.000000 Penalty: 5422.484375
	Iteration 16Q: 3 clusters Score -1.044044e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -10440604.000000 Penalty: 5422.484375
	Iteration 17Q: 3 clusters Score -1.04406e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -10440728.000000 Penalty: 5422.484375
	Iteration 18Q: 3 clusters Score -1.044073e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -10440898.000000 Penalty: 5422.484375
	Iteration 19Q: 3 clusters Score -1.04409e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -10440985.000000 Penalty: 5422.484375
	Iteration 20F: 3 clusters Score -1.044098e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -10441122.000000 Penalty: 5422.484375
	Iteration 21Q: 3 clusters Score -1.044112e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -10441214.000000 Penalty: 5422.484375
	Iteration 22Q: 3 clusters Score -1.044121e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -10441336.000000 Penalty: 5422.484375
	Iteration 23Q: 3 clusters Score -1.044134e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -10441439.000000 Penalty: 5422.484375
	Iteration 24Q: 3 clusters Score -1.044144e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -10441443.000000 Penalty: 5422.484375
	Iteration 25Q: 3 clusters Score -1.044144e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -10441452.000000 Penalty: 5422.484375
	Iteration 26Q: 3 clusters Score -1.044145e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -10441500.000000 Penalty: 5422.484375
	Iteration 27Q: 3 clusters Score -1.04415e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -10441508.000000 Penalty: 5422.484375
	Iteration 28Q: 3 clusters Score -1.044151e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -10441589.000000 Penalty: 5422.484375
	Iteration 29Q: 3 clusters Score -1.044159e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -10441587.000000 Penalty: 5422.484375
	Iteration 30Q: 3 clusters Score -1.044159e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -10441609.000000 Penalty: 5422.484375
	Iteration 31Q: 3 clusters Score -1.044161e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -10441626.000000 Penalty: 5422.484375
	Iteration 32Q: 3 clusters Score -1.044163e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -10441642.000000 Penalty: 5422.484375
	Iteration 33Q: 3 clusters Score -1.044164e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -10441640.000000 Penalty: 5422.484375
	Iteration 34Q: 3 clusters Score -1.044164e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -10441650.000000 Penalty: 5422.484375
	Iteration 35Q: 3 clusters Score -1.044165e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -10441709.000000 Penalty: 5422.484375
	Iteration 36Q: 3 clusters Score -1.044171e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -10441749.000000 Penalty: 5422.484375
	Iteration 37Q: 3 clusters Score -1.044175e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -10441777.000000 Penalty: 5422.484375
	Iteration 38Q: 3 clusters Score -1.044178e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -10441808.000000 Penalty: 5422.484375
	Iteration 39Q: 3 clusters Score -1.044181e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -10441889.000000 Penalty: 5422.484375
	Iteration 40F: 3 clusters Score -1.044189e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -10441912.000000 Penalty: 5422.484375
	Iteration 41Q: 3 clusters Score -1.044191e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -10441934.000000 Penalty: 5422.484375
	Iteration 42Q: 3 clusters Score -1.044193e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -10441957.000000 Penalty: 5422.484375
	Iteration 43Q: 3 clusters Score -1.044196e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -10442007.000000 Penalty: 5422.484375
	Iteration 44Q: 3 clusters Score -1.044201e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -10442042.000000 Penalty: 5422.484375
	Iteration 45Q: 3 clusters Score -1.044204e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -10442075.000000 Penalty: 5422.484375
	Iteration 46Q: 3 clusters Score -1.044208e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -10442124.000000 Penalty: 5422.484375
	Iteration 47Q: 3 clusters Score -1.044212e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -10442175.000000 Penalty: 5422.484375
	Iteration 48Q: 3 clusters Score -1.044218e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -10442245.000000 Penalty: 5422.484375
	Iteration 49Q: 3 clusters Score -1.044224e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -10442277.000000 Penalty: 5422.484375
	Iteration 50Q: 3 clusters Score -1.044228e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -10442358.000000 Penalty: 5422.484375
	Iteration 51Q: 3 clusters Score -1.044236e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -10442402.000000 Penalty: 5422.484375
	Iteration 52Q: 3 clusters Score -1.04424e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -10442424.000000 Penalty: 5422.484375
	Iteration 53Q: 3 clusters Score -1.044242e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -10442523.000000 Penalty: 5422.484375
	Iteration 54Q: 3 clusters Score -1.044252e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -10442636.000000 Penalty: 5422.484375
	Iteration 55Q: 3 clusters Score -1.044264e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -10442765.000000 Penalty: 5422.484375
	Iteration 56Q: 3 clusters Score -1.044276e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -10442888.000000 Penalty: 5422.484375
	Iteration 57Q: 3 clusters Score -1.044289e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -10442997.000000 Penalty: 5422.484375
	Iteration 58Q: 3 clusters Score -1.0443e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -10443036.000000 Penalty: 5422.484375
	Iteration 59Q: 3 clusters Score -1.044304e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -10443115.000000 Penalty: 5422.484375
	Iteration 60F: 3 clusters Score -1.044312e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -10443158.000000 Penalty: 5422.484375
	Iteration 61Q: 3 clusters Score -1.044316e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -10443208.000000 Penalty: 5422.484375
	Iteration 62Q: 3 clusters Score -1.044321e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -10443260.000000 Penalty: 5422.484375
	Iteration 63Q: 3 clusters Score -1.044326e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -10443303.000000 Penalty: 5422.484375
	Iteration 64Q: 3 clusters Score -1.04433e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -10443355.000000 Penalty: 5422.484375
	Iteration 65Q: 3 clusters Score -1.044336e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -10443389.000000 Penalty: 5422.484375
	Iteration 66Q: 3 clusters Score -1.044339e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -10443392.000000 Penalty: 5422.484375
	Iteration 67Q: 3 clusters Score -1.044339e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -10443419.000000 Penalty: 5422.484375
	Iteration 68Q: 3 clusters Score -1.044342e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -10443429.000000 Penalty: 5422.484375
	Iteration 69Q: 3 clusters Score -1.044343e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -10443438.000000 Penalty: 5422.484375
	Iteration 70Q: 3 clusters Score -1.044344e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -10443456.000000 Penalty: 5422.484375
	Iteration 71Q: 3 clusters Score -1.044346e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -10443484.000000 Penalty: 5422.484375
	Iteration 72Q: 3 clusters Score -1.044348e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -10443484.000000 Penalty: 5422.484375
	Iteration 73Q: 3 clusters Score -1.044348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -10443471.000000 Penalty: 5422.484375
	Iteration 74Q: 3 clusters Score -1.044347e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -10443470.000000 Penalty: 5422.484375
	Iteration 75Q: 3 clusters Score -1.044347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -10443469.000000 Penalty: 5422.484375
	Iteration 76Q: 3 clusters Score -1.044347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -10443464.000000 Penalty: 5422.484375
	Iteration 77Q: 3 clusters Score -1.044346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -10443470.000000 Penalty: 5422.484375
	Iteration 78Q: 3 clusters Score -1.044347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -10443477.000000 Penalty: 5422.484375
	Iteration 79Q: 3 clusters Score -1.044348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -10443476.000000 Penalty: 5422.484375
	Iteration 80F: 3 clusters Score -1.044348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -10443484.000000 Penalty: 5422.484375
	Iteration 81Q: 3 clusters Score -1.044348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -10443475.000000 Penalty: 5422.484375
	Iteration 82Q: 3 clusters Score -1.044348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -10443476.000000 Penalty: 5422.484375
	Iteration 83Q: 3 clusters Score -1.044348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -10443473.000000 Penalty: 5422.484375
	Iteration 84Q: 3 clusters Score -1.044347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -10443480.000000 Penalty: 5422.484375
	Iteration 85Q: 3 clusters Score -1.044348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -10443482.000000 Penalty: 5422.484375
	Iteration 86Q: 3 clusters Score -1.044348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -10443487.000000 Penalty: 5422.484375
	Iteration 87Q: 3 clusters Score -1.044349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -10443484.000000 Penalty: 5422.484375
	Iteration 88Q: 3 clusters Score -1.044348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -10443486.000000 Penalty: 5422.484375
	Iteration 89Q: 3 clusters Score -1.044349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -10443495.000000 Penalty: 5422.484375
	Iteration 90Q: 3 clusters Score -1.04435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -10443495.000000 Penalty: 5422.484375
	Iteration 91F: 3 clusters Score -1.04435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31680 members 
Mstep: Class 3 contains 45135 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 14365 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45993 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46826 members 
Mstep: Class 10 contains 49404 members 
Mstep: Class 11 contains 49407 members 
Mstep: Class 12 contains 43429 members 
Mstep: Class 13 contains 43314 members 
Mstep: Class 14 contains 49699 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 20 contains 48114 members 
Mstep: Class 21 contains 48944 members 
Mstep: Class 22 contains 12648 members 
Entering Unmasked Estep 
Score: -106669776.000000 Penalty: 72451.218750
Splitting cluster 13 changes total score from -106668456.000000 to -106669776.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (49699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Entering Unmasked Estep 
Score: -9391835.000000 Penalty: 2681.807373
	Iteration 0F: 2 clusters Score -9391835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -9363585.000000 Penalty: 5363.614746
	Iteration 0F: 3 clusters Score -9363585 nChanged 22997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -9376140.000000 Penalty: 5363.614746
	Iteration 1F: 3 clusters Score -9376140 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -9376757.000000 Penalty: 5363.614746
	Iteration 2Q: 3 clusters Score -9376757 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -9377385.000000 Penalty: 5363.614746
	Iteration 3Q: 3 clusters Score -9377385 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -9378173.000000 Penalty: 5363.614746
	Iteration 4Q: 3 clusters Score -9378173 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -9379079.000000 Penalty: 5363.614746
	Iteration 5Q: 3 clusters Score -9379079 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -9380285.000000 Penalty: 5363.614746
	Iteration 6F: 3 clusters Score -9380285 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -9381744.000000 Penalty: 5363.614746
	Iteration 7F: 3 clusters Score -9381744 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -9383658.000000 Penalty: 5363.614746
	Iteration 8F: 3 clusters Score -9383658 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -9385620.000000 Penalty: 5363.614746
	Iteration 9F: 3 clusters Score -9385620 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -9387689.000000 Penalty: 5363.614746
	Iteration 10F: 3 clusters Score -9387689 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -9389070.000000 Penalty: 5363.614746
	Iteration 11F: 3 clusters Score -9389070 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9389671.000000 Penalty: 5363.614746
	Iteration 12Q: 3 clusters Score -9389671 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9389672.000000 Penalty: 5363.614746
	Iteration 13Q: 3 clusters Score -9389672 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9389626.000000 Penalty: 5363.614746
	Iteration 14Q: 3 clusters Score -9389626 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9389688.000000 Penalty: 5363.614746
	Iteration 15Q: 3 clusters Score -9389688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9389694.000000 Penalty: 5363.614746
	Iteration 16Q: 3 clusters Score -9389694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9389707.000000 Penalty: 5363.614746
	Iteration 17Q: 3 clusters Score -9389707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9389719.000000 Penalty: 5363.614746
	Iteration 18Q: 3 clusters Score -9389719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9389742.000000 Penalty: 5363.614746
	Iteration 19Q: 3 clusters Score -9389742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9389749.000000 Penalty: 5363.614746
	Iteration 20F: 3 clusters Score -9389749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9389757.000000 Penalty: 5363.614746
	Iteration 21Q: 3 clusters Score -9389757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9389770.000000 Penalty: 5363.614746
	Iteration 22Q: 3 clusters Score -9389770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9389778.000000 Penalty: 5363.614746
	Iteration 23Q: 3 clusters Score -9389778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9389772.000000 Penalty: 5363.614746
	Iteration 24Q: 3 clusters Score -9389772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9389772.000000 Penalty: 5363.614746
	Iteration 25Q: 3 clusters Score -9389772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9389772.000000 Penalty: 5363.614746
	Iteration 26Q: 3 clusters Score -9389772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9389774.000000 Penalty: 5363.614746
	Iteration 27Q: 3 clusters Score -9389774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9389771.000000 Penalty: 5363.614746
	Iteration 28Q: 3 clusters Score -9389771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9389773.000000 Penalty: 5363.614746
	Iteration 29Q: 3 clusters Score -9389773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9389773.000000 Penalty: 5363.614746
	Iteration 30F: 3 clusters Score -9389773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -221404.296875 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -221404.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -219283.203125 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -219283.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -219905.687500 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -219905.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -220266.687500 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -220266.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -220485.281250 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -220485.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -220651.593750 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -220651.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -220755.140625 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -220755.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -220830.375000 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -220830.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -220865.140625 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -220865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -220875.484375 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -220875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -220881.546875 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -220881.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -220881.546875 Penalty: 3579.852051
	Iteration 10F: 3 clusters Score -220881.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -132150.468750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -132150.5 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 443 members 
Entering Unmasked Estep 
Score: -130376.609375 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -130376.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -130976.812500 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -130976.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -131181.359375 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131181.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -131350.453125 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -131350.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -131516.421875 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -131516.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -131632.265625 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -131632.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -131739.500000 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -131739.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -131826.562500 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -131826.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -131904.921875 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -131904.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -131997.843750 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -131997.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -132052.812500 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -132052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -132079.125000 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -132079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -132088.656250 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -132088.7 nChanged 2
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: -132097.937500 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -132097.9 nChanged 0
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: -132117.812500 Penalty: 3395.556396
	Iteration 14F: 3 clusters Score -132117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132155.687500 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -132155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -132171.125000 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -132171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -132177.703125 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -132177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -132180.406250 Penalty: 3395.556396
	Iteration 18Q: 3 clusters Score -132180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -132180.406250 Penalty: 3395.556396
	Iteration 19F: 3 clusters Score -132180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31680 members 
Mstep: Class 3 contains 45135 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 14365 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45993 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46826 members 
Mstep: Class 10 contains 49404 members 
Mstep: Class 11 contains 49407 members 
Mstep: Class 12 contains 43429 members 
Mstep: Class 13 contains 43314 members 
Mstep: Class 14 contains 49699 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 20 contains 48114 members 
Mstep: Class 21 contains 48944 members 
Mstep: Class 22 contains 12648 members 
Mstep: Class 23 contains 438 members 
Entering Unmasked Estep 
Score: -106668104.000000 Penalty: 75744.453125
Splitting cluster 16 changes total score from -106668456.000000 to -106668104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -60776.386719 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -60776.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59427.109375 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -59427.11 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59701.425781 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -59701.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59826.343750 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -59826.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59882.789062 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -59882.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59931.578125 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -59931.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59960.074219 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -59960.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59987.640625 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -59987.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60011.402344 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -60011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60045.187500 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -60045.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60066.519531 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -60066.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60074.542969 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -60074.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60074.542969 Penalty: 2948.928711
	Iteration 11F: 3 clusters Score -60074.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -407928.343750 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -407928.3 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 1187 members 
Entering Unmasked Estep 
Score: -405088.437500 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -405088.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -405708.781250 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -405708.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -405888.031250 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -405888 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -406024.468750 Penalty: 3850.880127
	Iteration 3F: 3 clusters Score -406024.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -406154.437500 Penalty: 3850.880127
	Iteration 4Q: 3 clusters Score -406154.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -406258.500000 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -406258.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -406358.281250 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -406358.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -406441.312500 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -406441.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -406508.843750 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -406508.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -406576.906250 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -406576.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -406644.625000 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -406644.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -406712.906250 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -406712.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -406804.125000 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -406804.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -406866.000000 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -406866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -406915.968750 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -406916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -406961.281250 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -406961.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -406991.468750 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -406991.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -407016.125000 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -407016.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -407031.812500 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -407031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -407042.781250 Penalty: 3850.880127
	Iteration 19Q: 3 clusters Score -407042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -407051.250000 Penalty: 3850.880127
	Iteration 20F: 3 clusters Score -407051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -407062.500000 Penalty: 3850.880127
	Iteration 21Q: 3 clusters Score -407062.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -407072.812500 Penalty: 3850.880127
	Iteration 22Q: 3 clusters Score -407072.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -407085.781250 Penalty: 3850.880127
	Iteration 23Q: 3 clusters Score -407085.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -407107.218750 Penalty: 3850.880127
	Iteration 24Q: 3 clusters Score -407107.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -407127.500000 Penalty: 3850.880127
	Iteration 25Q: 3 clusters Score -407127.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -407136.250000 Penalty: 3850.880127
	Iteration 26Q: 3 clusters Score -407136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -407141.093750 Penalty: 3850.880127
	Iteration 27Q: 3 clusters Score -407141.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -407151.937500 Penalty: 3850.880127
	Iteration 28Q: 3 clusters Score -407151.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -407166.250000 Penalty: 3850.880127
	Iteration 29Q: 3 clusters Score -407166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -407177.437500 Penalty: 3850.880127
	Iteration 30Q: 3 clusters Score -407177.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -407191.250000 Penalty: 3850.880127
	Iteration 31Q: 3 clusters Score -407191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -407205.562500 Penalty: 3850.880127
	Iteration 32Q: 3 clusters Score -407205.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -407216.562500 Penalty: 3850.880127
	Iteration 33Q: 3 clusters Score -407216.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -407230.125000 Penalty: 3850.880127
	Iteration 34Q: 3 clusters Score -407230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -407244.562500 Penalty: 3850.880127
	Iteration 35Q: 3 clusters Score -407244.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -407254.281250 Penalty: 3850.880127
	Iteration 36Q: 3 clusters Score -407254.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -407262.562500 Penalty: 3850.880127
	Iteration 37Q: 3 clusters Score -407262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -407265.593750 Penalty: 3850.880127
	Iteration 38Q: 3 clusters Score -407265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -407265.593750 Penalty: 3850.880127
	Iteration 39F: 3 clusters Score -407265.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Entering Unmasked Estep 
Score: -472625.500000 Penalty: 1944.104736
	Iteration 0F: 2 clusters Score -472625.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -469609.562500 Penalty: 3888.209473
	Iteration 0F: 3 clusters Score -469609.6 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -470149.875000 Penalty: 3888.209473
	Iteration 1F: 3 clusters Score -470149.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -470298.312500 Penalty: 3888.209473
	Iteration 2F: 3 clusters Score -470298.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -470376.531250 Penalty: 3888.209473
	Iteration 3Q: 3 clusters Score -470376.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -470437.406250 Penalty: 3888.209473
	Iteration 4Q: 3 clusters Score -470437.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -470493.437500 Penalty: 3888.209473
	Iteration 5Q: 3 clusters Score -470493.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -470547.125000 Penalty: 3888.209473
	Iteration 6Q: 3 clusters Score -470547.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -470577.062500 Penalty: 3888.209473
	Iteration 7Q: 3 clusters Score -470577.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -470597.000000 Penalty: 3888.209473
	Iteration 8Q: 3 clusters Score -470597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -470610.937500 Penalty: 3888.209473
	Iteration 9Q: 3 clusters Score -470610.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -470622.656250 Penalty: 3888.209473
	Iteration 10Q: 3 clusters Score -470622.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -470636.343750 Penalty: 3888.209473
	Iteration 11Q: 3 clusters Score -470636.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -470645.968750 Penalty: 3888.209473
	Iteration 12Q: 3 clusters Score -470646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -470653.437500 Penalty: 3888.209473
	Iteration 13Q: 3 clusters Score -470653.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -470664.343750 Penalty: 3888.209473
	Iteration 14Q: 3 clusters Score -470664.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -470673.250000 Penalty: 3888.209473
	Iteration 15Q: 3 clusters Score -470673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -470679.187500 Penalty: 3888.209473
	Iteration 16Q: 3 clusters Score -470679.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -470687.218750 Penalty: 3888.209473
	Iteration 17Q: 3 clusters Score -470687.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -470691.468750 Penalty: 3888.209473
	Iteration 18Q: 3 clusters Score -470691.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -470699.593750 Penalty: 3888.209473
	Iteration 19Q: 3 clusters Score -470699.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -470708.437500 Penalty: 3888.209473
	Iteration 20F: 3 clusters Score -470708.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -470716.843750 Penalty: 3888.209473
	Iteration 21Q: 3 clusters Score -470716.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -470723.843750 Penalty: 3888.209473
	Iteration 22Q: 3 clusters Score -470723.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -470731.406250 Penalty: 3888.209473
	Iteration 23Q: 3 clusters Score -470731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -470733.968750 Penalty: 3888.209473
	Iteration 24Q: 3 clusters Score -470734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -470735.718750 Penalty: 3888.209473
	Iteration 25Q: 3 clusters Score -470735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -470737.406250 Penalty: 3888.209473
	Iteration 26Q: 3 clusters Score -470737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -470738.437500 Penalty: 3888.209473
	Iteration 27Q: 3 clusters Score -470738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -470739.000000 Penalty: 3888.209473
	Iteration 28Q: 3 clusters Score -470739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -470739.000000 Penalty: 3888.209473
	Iteration 29F: 3 clusters Score -470739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Entering Unmasked Estep 
Score: -8920400.000000 Penalty: 2673.769287
	Iteration 0F: 2 clusters Score -8920400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -8890805.000000 Penalty: 5347.538574
	Iteration 0F: 3 clusters Score -8890805 nChanged 22238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -8902869.000000 Penalty: 5347.538574
	Iteration 1F: 3 clusters Score -8902869 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -8903368.000000 Penalty: 5347.538574
	Iteration 2Q: 3 clusters Score -8903368 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -8903788.000000 Penalty: 5347.538574
	Iteration 3Q: 3 clusters Score -8903788 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -8904198.000000 Penalty: 5347.538574
	Iteration 4Q: 3 clusters Score -8904198 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -8904740.000000 Penalty: 5347.538574
	Iteration 5Q: 3 clusters Score -8904740 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -8905445.000000 Penalty: 5347.538574
	Iteration 6Q: 3 clusters Score -8905445 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -8906434.000000 Penalty: 5347.538574
	Iteration 7Q: 3 clusters Score -8906434 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -8907973.000000 Penalty: 5347.538574
	Iteration 8F: 3 clusters Score -8907973 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -8910207.000000 Penalty: 5347.538574
	Iteration 9F: 3 clusters Score -8910207 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -8912863.000000 Penalty: 5347.538574
	Iteration 10F: 3 clusters Score -8912863 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -8915334.000000 Penalty: 5347.538574
	Iteration 11F: 3 clusters Score -8915334 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -8917221.000000 Penalty: 5347.538574
	Iteration 12Q: 3 clusters Score -8917221 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -8918275.000000 Penalty: 5347.538574
	Iteration 13Q: 3 clusters Score -8918275 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -8918907.000000 Penalty: 5347.538574
	Iteration 14Q: 3 clusters Score -8918907 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -8919285.000000 Penalty: 5347.538574
	Iteration 15Q: 3 clusters Score -8919285 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -8919617.000000 Penalty: 5347.538574
	Iteration 16Q: 3 clusters Score -8919617 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -8919886.000000 Penalty: 5347.538574
	Iteration 17Q: 3 clusters Score -8919886 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8920005.000000 Penalty: 5347.538574
	Iteration 18Q: 3 clusters Score -8920005 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -8920110.000000 Penalty: 5347.538574
	Iteration 19Q: 3 clusters Score -8920110 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -8920151.000000 Penalty: 5347.538574
	Iteration 20F: 3 clusters Score -8920151 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -8920131.000000 Penalty: 5347.538574
	Iteration 21Q: 3 clusters Score -8920131 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -8920106.000000 Penalty: 5347.538574
	Iteration 22Q: 3 clusters Score -8920106 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8920089.000000 Penalty: 5347.538574
	Iteration 23Q: 3 clusters Score -8920089 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -8920086.000000 Penalty: 5347.538574
	Iteration 24Q: 3 clusters Score -8920086 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -8920042.000000 Penalty: 5347.538574
	Iteration 25Q: 3 clusters Score -8920042 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8920035.000000 Penalty: 5347.538574
	Iteration 26Q: 3 clusters Score -8920035 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -8920036.000000 Penalty: 5347.538574
	Iteration 27Q: 3 clusters Score -8920036 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -8919989.000000 Penalty: 5347.538574
	Iteration 28Q: 3 clusters Score -8919989 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8919916.000000 Penalty: 5347.538574
	Iteration 29Q: 3 clusters Score -8919916 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -8919848.000000 Penalty: 5347.538574
	Iteration 30Q: 3 clusters Score -8919848 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -8919821.000000 Penalty: 5347.538574
	Iteration 31Q: 3 clusters Score -8919821 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -8919776.000000 Penalty: 5347.538574
	Iteration 32Q: 3 clusters Score -8919776 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8919705.000000 Penalty: 5347.538574
	Iteration 33Q: 3 clusters Score -8919705 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -8919659.000000 Penalty: 5347.538574
	Iteration 34Q: 3 clusters Score -8919659 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -8919618.000000 Penalty: 5347.538574
	Iteration 35Q: 3 clusters Score -8919618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8919526.000000 Penalty: 5347.538574
	Iteration 36Q: 3 clusters Score -8919526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -8919493.000000 Penalty: 5347.538574
	Iteration 37Q: 3 clusters Score -8919493 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -8919441.000000 Penalty: 5347.538574
	Iteration 38Q: 3 clusters Score -8919441 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -8919413.000000 Penalty: 5347.538574
	Iteration 39Q: 3 clusters Score -8919413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8919401.000000 Penalty: 5347.538574
	Iteration 40F: 3 clusters Score -8919401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -8919366.000000 Penalty: 5347.538574
	Iteration 41Q: 3 clusters Score -8919366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -8919339.000000 Penalty: 5347.538574
	Iteration 42Q: 3 clusters Score -8919339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -8919334.000000 Penalty: 5347.538574
	Iteration 43Q: 3 clusters Score -8919334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -8919333.000000 Penalty: 5347.538574
	Iteration 44Q: 3 clusters Score -8919333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -8919319.000000 Penalty: 5347.538574
	Iteration 45Q: 3 clusters Score -8919319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -8919309.000000 Penalty: 5347.538574
	Iteration 46Q: 3 clusters Score -8919309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -8919300.000000 Penalty: 5347.538574
	Iteration 47Q: 3 clusters Score -8919300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -8919291.000000 Penalty: 5347.538574
	Iteration 48Q: 3 clusters Score -8919291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -8919288.000000 Penalty: 5347.538574
	Iteration 49Q: 3 clusters Score -8919288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -8919278.000000 Penalty: 5347.538574
	Iteration 50Q: 3 clusters Score -8919278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -8919268.000000 Penalty: 5347.538574
	Iteration 51Q: 3 clusters Score -8919268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -8919267.000000 Penalty: 5347.538574
	Iteration 52Q: 3 clusters Score -8919267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -8919266.000000 Penalty: 5347.538574
	Iteration 53Q: 3 clusters Score -8919266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -8919258.000000 Penalty: 5347.538574
	Iteration 54Q: 3 clusters Score -8919258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -8919259.000000 Penalty: 5347.538574
	Iteration 55Q: 3 clusters Score -8919259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -8919261.000000 Penalty: 5347.538574
	Iteration 56Q: 3 clusters Score -8919261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -8919251.000000 Penalty: 5347.538574
	Iteration 57Q: 3 clusters Score -8919251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -8919242.000000 Penalty: 5347.538574
	Iteration 58Q: 3 clusters Score -8919242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -8919241.000000 Penalty: 5347.538574
	Iteration 59Q: 3 clusters Score -8919241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -8919243.000000 Penalty: 5347.538574
	Iteration 60F: 3 clusters Score -8919243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -8919239.000000 Penalty: 5347.538574
	Iteration 61Q: 3 clusters Score -8919239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -8919230.000000 Penalty: 5347.538574
	Iteration 62Q: 3 clusters Score -8919230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8919228.000000 Penalty: 5347.538574
	Iteration 63Q: 3 clusters Score -8919228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8919228.000000 Penalty: 5347.538574
	Iteration 64F: 3 clusters Score -8919228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Entering Unmasked Estep 
Score: -9090994.000000 Penalty: 2678.011230
	Iteration 0F: 2 clusters Score -9090994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -9061519.000000 Penalty: 5356.022461
	Iteration 0F: 3 clusters Score -9061519 nChanged 22687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -9073932.000000 Penalty: 5356.022461
	Iteration 1F: 3 clusters Score -9073932 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -9074357.000000 Penalty: 5356.022461
	Iteration 2Q: 3 clusters Score -9074357 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -9074814.000000 Penalty: 5356.022461
	Iteration 3Q: 3 clusters Score -9074814 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -9075282.000000 Penalty: 5356.022461
	Iteration 4Q: 3 clusters Score -9075282 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -9076014.000000 Penalty: 5356.022461
	Iteration 5Q: 3 clusters Score -9076014 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -9077238.000000 Penalty: 5356.022461
	Iteration 6Q: 3 clusters Score -9077238 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -9078981.000000 Penalty: 5356.022461
	Iteration 7F: 3 clusters Score -9078981 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -9081675.000000 Penalty: 5356.022461
	Iteration 8F: 3 clusters Score -9081675 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -9084739.000000 Penalty: 5356.022461
	Iteration 9F: 3 clusters Score -9084739 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -9086827.000000 Penalty: 5356.022461
	Iteration 10F: 3 clusters Score -9086827 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -9087977.000000 Penalty: 5356.022461
	Iteration 11Q: 3 clusters Score -9087977 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -9088572.000000 Penalty: 5356.022461
	Iteration 12Q: 3 clusters Score -9088572 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -9088896.000000 Penalty: 5356.022461
	Iteration 13Q: 3 clusters Score -9088896 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -9088943.000000 Penalty: 5356.022461
	Iteration 14Q: 3 clusters Score -9088943 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -9089036.000000 Penalty: 5356.022461
	Iteration 15Q: 3 clusters Score -9089036 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -9089043.000000 Penalty: 5356.022461
	Iteration 16Q: 3 clusters Score -9089043 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -9089050.000000 Penalty: 5356.022461
	Iteration 17Q: 3 clusters Score -9089050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -9089097.000000 Penalty: 5356.022461
	Iteration 18Q: 3 clusters Score -9089097 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -9089103.000000 Penalty: 5356.022461
	Iteration 19Q: 3 clusters Score -9089103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -9089103.000000 Penalty: 5356.022461
	Iteration 20F: 3 clusters Score -9089103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -9089131.000000 Penalty: 5356.022461
	Iteration 21Q: 3 clusters Score -9089131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -9089147.000000 Penalty: 5356.022461
	Iteration 22Q: 3 clusters Score -9089147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -9089162.000000 Penalty: 5356.022461
	Iteration 23Q: 3 clusters Score -9089162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -9089167.000000 Penalty: 5356.022461
	Iteration 24Q: 3 clusters Score -9089167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -9089163.000000 Penalty: 5356.022461
	Iteration 25Q: 3 clusters Score -9089163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -9089163.000000 Penalty: 5356.022461
	Iteration 26Q: 3 clusters Score -9089163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -9089156.000000 Penalty: 5356.022461
	Iteration 27Q: 3 clusters Score -9089156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -9089157.000000 Penalty: 5356.022461
	Iteration 28Q: 3 clusters Score -9089157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -9089165.000000 Penalty: 5356.022461
	Iteration 29Q: 3 clusters Score -9089165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -9089164.000000 Penalty: 5356.022461
	Iteration 30Q: 3 clusters Score -9089164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -9089168.000000 Penalty: 5356.022461
	Iteration 31Q: 3 clusters Score -9089168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -9089168.000000 Penalty: 5356.022461
	Iteration 32F: 3 clusters Score -9089168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31680 members 
Mstep: Class 3 contains 45135 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 14365 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45993 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46826 members 
Mstep: Class 10 contains 49404 members 
Mstep: Class 11 contains 49407 members 
Mstep: Class 12 contains 43429 members 
Mstep: Class 13 contains 43314 members 
Mstep: Class 14 contains 49699 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2538 members 
Mstep: Class 20 contains 48114 members 
Mstep: Class 21 contains 48944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671264.000000 Penalty: 72451.218750
Iteration 319Q: 23 clusters Score -1.066713e+08 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31694 members 
Mstep: Class 3 contains 45077 members 
Mstep: Class 4 contains 45910 members 
Mstep: Class 5 contains 14415 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 46004 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 47040 members 
Mstep: Class 10 contains 49192 members 
Mstep: Class 11 contains 49176 members 
Mstep: Class 12 contains 43217 members 
Mstep: Class 13 contains 44741 members 
Mstep: Class 14 contains 49942 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2537 members 
Mstep: Class 20 contains 48094 members 
Mstep: Class 21 contains 48403 members 
Mstep: Class 22 contains 11975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673464.000000 Penalty: 72451.218750
Iteration 320F: 23 clusters Score -1.066735e+08 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31674 members 
Mstep: Class 3 contains 44855 members 
Mstep: Class 4 contains 45666 members 
Mstep: Class 5 contains 14317 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45765 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46918 members 
Mstep: Class 10 contains 48898 members 
Mstep: Class 11 contains 48961 members 
Mstep: Class 12 contains 42784 members 
Mstep: Class 13 contains 45965 members 
Mstep: Class 14 contains 49096 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2536 members 
Mstep: Class 20 contains 47900 members 
Mstep: Class 21 contains 47765 members 
Mstep: Class 22 contains 14316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675568.000000 Penalty: 72451.218750
Iteration 321Q: 23 clusters Score -1.066756e+08 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31655 members 
Mstep: Class 3 contains 44663 members 
Mstep: Class 4 contains 45373 members 
Mstep: Class 5 contains 14225 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45473 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46797 members 
Mstep: Class 10 contains 48609 members 
Mstep: Class 11 contains 48758 members 
Mstep: Class 12 contains 42476 members 
Mstep: Class 13 contains 47041 members 
Mstep: Class 14 contains 48812 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 47761 members 
Mstep: Class 21 contains 47313 members 
Mstep: Class 22 contains 15929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677216.000000 Penalty: 72451.218750
Iteration 322Q: 23 clusters Score -1.066772e+08 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31640 members 
Mstep: Class 3 contains 44490 members 
Mstep: Class 4 contains 45148 members 
Mstep: Class 5 contains 14120 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45243 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46675 members 
Mstep: Class 10 contains 48374 members 
Mstep: Class 11 contains 48539 members 
Mstep: Class 12 contains 42217 members 
Mstep: Class 13 contains 47916 members 
Mstep: Class 14 contains 48690 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 47604 members 
Mstep: Class 21 contains 46788 members 
Mstep: Class 22 contains 17435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678632.000000 Penalty: 72451.218750
Iteration 323Q: 23 clusters Score -1.066786e+08 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31620 members 
Mstep: Class 3 contains 44299 members 
Mstep: Class 4 contains 44977 members 
Mstep: Class 5 contains 14025 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46553 members 
Mstep: Class 10 contains 48144 members 
Mstep: Class 11 contains 48393 members 
Mstep: Class 12 contains 41982 members 
Mstep: Class 13 contains 48682 members 
Mstep: Class 14 contains 48570 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 20 contains 47432 members 
Mstep: Class 21 contains 46222 members 
Mstep: Class 22 contains 18933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679000.000000 Penalty: 72451.218750
Iteration 324Q: 23 clusters Score -1.06679e+08 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31591 members 
Mstep: Class 3 contains 44176 members 
Mstep: Class 4 contains 44773 members 
Mstep: Class 5 contains 13932 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46438 members 
Mstep: Class 10 contains 47918 members 
Mstep: Class 11 contains 48242 members 
Mstep: Class 12 contains 41824 members 
Mstep: Class 13 contains 49324 members 
Mstep: Class 14 contains 48489 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 2564 members 
Mstep: Class 20 contains 47245 members 
Mstep: Class 21 contains 45619 members 
Mstep: Class 22 contains 20440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680176.000000 Penalty: 72451.218750
Iteration 325Q: 23 clusters Score -1.066802e+08 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31561 members 
Mstep: Class 3 contains 44048 members 
Mstep: Class 4 contains 44614 members 
Mstep: Class 5 contains 13817 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44623 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46306 members 
Mstep: Class 10 contains 47725 members 
Mstep: Class 11 contains 48104 members 
Mstep: Class 12 contains 41725 members 
Mstep: Class 13 contains 49794 members 
Mstep: Class 14 contains 48371 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 2588 members 
Mstep: Class 20 contains 47095 members 
Mstep: Class 21 contains 45044 members 
Mstep: Class 22 contains 21998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680864.000000 Penalty: 72451.218750
Iteration 326Q: 23 clusters Score -1.066809e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31525 members 
Mstep: Class 3 contains 43943 members 
Mstep: Class 4 contains 44460 members 
Mstep: Class 5 contains 13701 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44393 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46213 members 
Mstep: Class 10 contains 47568 members 
Mstep: Class 11 contains 48009 members 
Mstep: Class 12 contains 41627 members 
Mstep: Class 13 contains 50068 members 
Mstep: Class 14 contains 48259 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 46966 members 
Mstep: Class 21 contains 44482 members 
Mstep: Class 22 contains 23580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681808.000000 Penalty: 72451.218750
Iteration 327Q: 23 clusters Score -1.066818e+08 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31494 members 
Mstep: Class 3 contains 43833 members 
Mstep: Class 4 contains 44328 members 
Mstep: Class 5 contains 13601 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44272 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46101 members 
Mstep: Class 10 contains 47403 members 
Mstep: Class 11 contains 47867 members 
Mstep: Class 12 contains 41538 members 
Mstep: Class 13 contains 50022 members 
Mstep: Class 14 contains 48126 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 2670 members 
Mstep: Class 20 contains 46843 members 
Mstep: Class 21 contains 43992 members 
Mstep: Class 22 contains 25323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682408.000000 Penalty: 72451.218750
Iteration 328Q: 23 clusters Score -1.066824e+08 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31477 members 
Mstep: Class 3 contains 43703 members 
Mstep: Class 4 contains 44161 members 
Mstep: Class 5 contains 13501 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45948 members 
Mstep: Class 10 contains 47257 members 
Mstep: Class 11 contains 47710 members 
Mstep: Class 12 contains 41437 members 
Mstep: Class 13 contains 49873 members 
Mstep: Class 14 contains 47977 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 46724 members 
Mstep: Class 21 contains 43577 members 
Mstep: Class 22 contains 27260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683520.000000 Penalty: 72451.218750
Iteration 329Q: 23 clusters Score -1.066835e+08 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31460 members 
Mstep: Class 3 contains 43581 members 
Mstep: Class 4 contains 43997 members 
Mstep: Class 5 contains 13365 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43954 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45794 members 
Mstep: Class 10 contains 47146 members 
Mstep: Class 11 contains 47560 members 
Mstep: Class 12 contains 41267 members 
Mstep: Class 13 contains 49629 members 
Mstep: Class 14 contains 47859 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 46576 members 
Mstep: Class 21 contains 43268 members 
Mstep: Class 22 contains 29194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684480.000000 Penalty: 72451.218750
Iteration 330Q: 23 clusters Score -1.066845e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31441 members 
Mstep: Class 3 contains 43493 members 
Mstep: Class 4 contains 43769 members 
Mstep: Class 5 contains 13240 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43756 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45678 members 
Mstep: Class 10 contains 46989 members 
Mstep: Class 11 contains 47417 members 
Mstep: Class 12 contains 41104 members 
Mstep: Class 13 contains 49365 members 
Mstep: Class 14 contains 47668 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 2805 members 
Mstep: Class 20 contains 46438 members 
Mstep: Class 21 contains 43055 members 
Mstep: Class 22 contains 31190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685768.000000 Penalty: 72451.218750
Iteration 331Q: 23 clusters Score -1.066858e+08 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31435 members 
Mstep: Class 3 contains 43408 members 
Mstep: Class 4 contains 43577 members 
Mstep: Class 5 contains 13117 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43605 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45509 members 
Mstep: Class 10 contains 46816 members 
Mstep: Class 11 contains 47282 members 
Mstep: Class 12 contains 40867 members 
Mstep: Class 13 contains 49034 members 
Mstep: Class 14 contains 47521 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 46291 members 
Mstep: Class 21 contains 42938 members 
Mstep: Class 22 contains 33153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687256.000000 Penalty: 72451.218750
Iteration 332Q: 23 clusters Score -1.066873e+08 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31427 members 
Mstep: Class 3 contains 43279 members 
Mstep: Class 4 contains 43387 members 
Mstep: Class 5 contains 13011 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43457 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45338 members 
Mstep: Class 10 contains 46623 members 
Mstep: Class 11 contains 47152 members 
Mstep: Class 12 contains 40608 members 
Mstep: Class 13 contains 48649 members 
Mstep: Class 14 contains 47401 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 46178 members 
Mstep: Class 21 contains 42847 members 
Mstep: Class 22 contains 35147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688736.000000 Penalty: 72451.218750
Iteration 333Q: 23 clusters Score -1.066887e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31417 members 
Mstep: Class 3 contains 43162 members 
Mstep: Class 4 contains 43202 members 
Mstep: Class 5 contains 12911 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43342 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45176 members 
Mstep: Class 10 contains 46460 members 
Mstep: Class 11 contains 47008 members 
Mstep: Class 12 contains 40351 members 
Mstep: Class 13 contains 48261 members 
Mstep: Class 14 contains 47346 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 46032 members 
Mstep: Class 21 contains 42796 members 
Mstep: Class 22 contains 36995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689848.000000 Penalty: 72451.218750
Iteration 334Q: 23 clusters Score -1.066898e+08 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31396 members 
Mstep: Class 3 contains 43069 members 
Mstep: Class 4 contains 43036 members 
Mstep: Class 5 contains 12793 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43183 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45023 members 
Mstep: Class 10 contains 46303 members 
Mstep: Class 11 contains 46883 members 
Mstep: Class 12 contains 40106 members 
Mstep: Class 13 contains 47872 members 
Mstep: Class 14 contains 47302 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 3001 members 
Mstep: Class 20 contains 45913 members 
Mstep: Class 21 contains 42784 members 
Mstep: Class 22 contains 38745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691040.000000 Penalty: 72451.218750
Iteration 335Q: 23 clusters Score -1.06691e+08 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31358 members 
Mstep: Class 3 contains 43006 members 
Mstep: Class 4 contains 42937 members 
Mstep: Class 5 contains 12673 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43003 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44900 members 
Mstep: Class 10 contains 46165 members 
Mstep: Class 11 contains 46724 members 
Mstep: Class 12 contains 39822 members 
Mstep: Class 13 contains 47475 members 
Mstep: Class 14 contains 47300 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 3050 members 
Mstep: Class 20 contains 45815 members 
Mstep: Class 21 contains 42762 members 
Mstep: Class 22 contains 40417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691880.000000 Penalty: 72451.218750
Iteration 336Q: 23 clusters Score -1.066919e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31328 members 
Mstep: Class 3 contains 42959 members 
Mstep: Class 4 contains 42866 members 
Mstep: Class 5 contains 12532 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42903 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44797 members 
Mstep: Class 10 contains 46045 members 
Mstep: Class 11 contains 46585 members 
Mstep: Class 12 contains 39462 members 
Mstep: Class 13 contains 47106 members 
Mstep: Class 14 contains 47272 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 3097 members 
Mstep: Class 20 contains 45729 members 
Mstep: Class 21 contains 42751 members 
Mstep: Class 22 contains 41976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692656.000000 Penalty: 72451.218750
Iteration 337Q: 23 clusters Score -1.066927e+08 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31322 members 
Mstep: Class 3 contains 42908 members 
Mstep: Class 4 contains 42815 members 
Mstep: Class 5 contains 12387 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42862 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44702 members 
Mstep: Class 10 contains 45912 members 
Mstep: Class 11 contains 46465 members 
Mstep: Class 12 contains 39166 members 
Mstep: Class 13 contains 46736 members 
Mstep: Class 14 contains 47296 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 20 contains 45660 members 
Mstep: Class 21 contains 42686 members 
Mstep: Class 22 contains 43334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692912.000000 Penalty: 72451.218750
Iteration 338Q: 23 clusters Score -1.066929e+08 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 31330 members 
Mstep: Class 3 contains 42843 members 
Mstep: Class 4 contains 42804 members 
Mstep: Class 5 contains 12273 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42811 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44627 members 
Mstep: Class 10 contains 45770 members 
Mstep: Class 11 contains 46414 members 
Mstep: Class 12 contains 38893 members 
Mstep: Class 13 contains 46355 members 
Mstep: Class 14 contains 47343 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 20 contains 45600 members 
Mstep: Class 21 contains 42628 members 
Mstep: Class 22 contains 44500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693280.000000 Penalty: 72451.218750
Iteration 339Q: 23 clusters Score -1.066933e+08 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31328 members 
Mstep: Class 3 contains 42843 members 
Mstep: Class 4 contains 42810 members 
Mstep: Class 5 contains 12167 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42805 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44534 members 
Mstep: Class 10 contains 45675 members 
Mstep: Class 11 contains 46351 members 
Mstep: Class 12 contains 38679 members 
Mstep: Class 13 contains 46079 members 
Mstep: Class 14 contains 47335 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 3268 members 
Mstep: Class 20 contains 45545 members 
Mstep: Class 21 contains 42571 members 
Mstep: Class 22 contains 45415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694040.000000 Penalty: 72451.218750
Iteration 340F: 23 clusters Score -1.06694e+08 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31337 members 
Mstep: Class 3 contains 42805 members 
Mstep: Class 4 contains 42765 members 
Mstep: Class 5 contains 12064 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42761 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44428 members 
Mstep: Class 10 contains 45583 members 
Mstep: Class 11 contains 46337 members 
Mstep: Class 12 contains 38395 members 
Mstep: Class 13 contains 45731 members 
Mstep: Class 14 contains 47064 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 45505 members 
Mstep: Class 21 contains 42509 members 
Mstep: Class 22 contains 46813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694528.000000 Penalty: 72451.218750
Iteration 341Q: 23 clusters Score -1.066945e+08 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31348 members 
Mstep: Class 3 contains 42731 members 
Mstep: Class 4 contains 42723 members 
Mstep: Class 5 contains 11944 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42813 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44298 members 
Mstep: Class 10 contains 45540 members 
Mstep: Class 11 contains 46317 members 
Mstep: Class 12 contains 38173 members 
Mstep: Class 13 contains 45451 members 
Mstep: Class 14 contains 46743 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 45483 members 
Mstep: Class 21 contains 42447 members 
Mstep: Class 22 contains 48046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694768.000000 Penalty: 72451.218750
Iteration 342Q: 23 clusters Score -1.066948e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31336 members 
Mstep: Class 3 contains 42649 members 
Mstep: Class 4 contains 42693 members 
Mstep: Class 5 contains 11828 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42919 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44266 members 
Mstep: Class 10 contains 45519 members 
Mstep: Class 11 contains 46307 members 
Mstep: Class 12 contains 37947 members 
Mstep: Class 13 contains 45164 members 
Mstep: Class 14 contains 46556 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 45493 members 
Mstep: Class 21 contains 42335 members 
Mstep: Class 22 contains 49003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694632.000000 Penalty: 72451.218750
Iteration 343Q: 23 clusters Score -1.066946e+08 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31332 members 
Mstep: Class 3 contains 42666 members 
Mstep: Class 4 contains 42686 members 
Mstep: Class 5 contains 11708 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42985 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44293 members 
Mstep: Class 10 contains 45514 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 37750 members 
Mstep: Class 13 contains 44821 members 
Mstep: Class 14 contains 46478 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 45470 members 
Mstep: Class 21 contains 42281 members 
Mstep: Class 22 contains 49676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694592.000000 Penalty: 72451.218750
Iteration 344Q: 23 clusters Score -1.066946e+08 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31332 members 
Mstep: Class 3 contains 42694 members 
Mstep: Class 4 contains 42704 members 
Mstep: Class 5 contains 11594 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42962 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44334 members 
Mstep: Class 10 contains 45524 members 
Mstep: Class 11 contains 46313 members 
Mstep: Class 12 contains 37544 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 46348 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 45466 members 
Mstep: Class 21 contains 42229 members 
Mstep: Class 22 contains 50228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694872.000000 Penalty: 72451.218750
Iteration 345Q: 23 clusters Score -1.066949e+08 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31344 members 
Mstep: Class 3 contains 42730 members 
Mstep: Class 4 contains 42726 members 
Mstep: Class 5 contains 11485 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42938 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44364 members 
Mstep: Class 10 contains 45535 members 
Mstep: Class 11 contains 46311 members 
Mstep: Class 12 contains 37350 members 
Mstep: Class 13 contains 44584 members 
Mstep: Class 14 contains 46145 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 3523 members 
Mstep: Class 20 contains 45468 members 
Mstep: Class 21 contains 42269 members 
Mstep: Class 22 contains 50631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695224.000000 Penalty: 72451.218750
Iteration 346Q: 23 clusters Score -1.066952e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31343 members 
Mstep: Class 3 contains 42744 members 
Mstep: Class 4 contains 42702 members 
Mstep: Class 5 contains 11405 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42976 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44426 members 
Mstep: Class 10 contains 45492 members 
Mstep: Class 11 contains 46346 members 
Mstep: Class 12 contains 37140 members 
Mstep: Class 13 contains 44646 members 
Mstep: Class 14 contains 45888 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 45482 members 
Mstep: Class 21 contains 42296 members 
Mstep: Class 22 contains 50953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695984.000000 Penalty: 72451.218750
Iteration 347Q: 23 clusters Score -1.06696e+08 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31323 members 
Mstep: Class 3 contains 42733 members 
Mstep: Class 4 contains 42660 members 
Mstep: Class 5 contains 11318 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42983 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44555 members 
Mstep: Class 10 contains 45486 members 
Mstep: Class 11 contains 46382 members 
Mstep: Class 12 contains 36892 members 
Mstep: Class 13 contains 44802 members 
Mstep: Class 14 contains 45652 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 3602 members 
Mstep: Class 20 contains 45491 members 
Mstep: Class 21 contains 42326 members 
Mstep: Class 22 contains 51199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696160.000000 Penalty: 72451.218750
Iteration 348Q: 23 clusters Score -1.066962e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31302 members 
Mstep: Class 3 contains 42790 members 
Mstep: Class 4 contains 42589 members 
Mstep: Class 5 contains 11228 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42952 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44668 members 
Mstep: Class 10 contains 45487 members 
Mstep: Class 11 contains 46384 members 
Mstep: Class 12 contains 36609 members 
Mstep: Class 13 contains 45003 members 
Mstep: Class 14 contains 45434 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 3636 members 
Mstep: Class 20 contains 45470 members 
Mstep: Class 21 contains 42331 members 
Mstep: Class 22 contains 51519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696216.000000 Penalty: 72451.218750
Iteration 349Q: 23 clusters Score -1.066962e+08 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31296 members 
Mstep: Class 3 contains 42810 members 
Mstep: Class 4 contains 42521 members 
Mstep: Class 5 contains 11138 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42922 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44794 members 
Mstep: Class 10 contains 45470 members 
Mstep: Class 11 contains 46357 members 
Mstep: Class 12 contains 36307 members 
Mstep: Class 13 contains 45232 members 
Mstep: Class 14 contains 45265 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 3669 members 
Mstep: Class 20 contains 45491 members 
Mstep: Class 21 contains 42321 members 
Mstep: Class 22 contains 51807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696344.000000 Penalty: 72451.218750
Iteration 350Q: 23 clusters Score -1.066963e+08 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31289 members 
Mstep: Class 3 contains 42807 members 
Mstep: Class 4 contains 42422 members 
Mstep: Class 5 contains 11056 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42928 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44917 members 
Mstep: Class 10 contains 45451 members 
Mstep: Class 11 contains 46356 members 
Mstep: Class 12 contains 36017 members 
Mstep: Class 13 contains 45498 members 
Mstep: Class 14 contains 45051 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3702 members 
Mstep: Class 20 contains 45504 members 
Mstep: Class 21 contains 42299 members 
Mstep: Class 22 contains 52098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696224.000000 Penalty: 72451.218750
Iteration 351Q: 23 clusters Score -1.066962e+08 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31275 members 
Mstep: Class 3 contains 42797 members 
Mstep: Class 4 contains 42360 members 
Mstep: Class 5 contains 10937 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42960 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44990 members 
Mstep: Class 10 contains 45431 members 
Mstep: Class 11 contains 46369 members 
Mstep: Class 12 contains 35746 members 
Mstep: Class 13 contains 45768 members 
Mstep: Class 14 contains 44857 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3722 members 
Mstep: Class 20 contains 45529 members 
Mstep: Class 21 contains 42314 members 
Mstep: Class 22 contains 52341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696496.000000 Penalty: 72451.218750
Iteration 352Q: 23 clusters Score -1.066965e+08 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31261 members 
Mstep: Class 3 contains 42781 members 
Mstep: Class 4 contains 42291 members 
Mstep: Class 5 contains 10830 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42929 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45068 members 
Mstep: Class 10 contains 45409 members 
Mstep: Class 11 contains 46392 members 
Mstep: Class 12 contains 35531 members 
Mstep: Class 13 contains 46016 members 
Mstep: Class 14 contains 44736 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 45574 members 
Mstep: Class 21 contains 42377 members 
Mstep: Class 22 contains 52463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696904.000000 Penalty: 72451.218750
Iteration 353Q: 23 clusters Score -1.066969e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31265 members 
Mstep: Class 3 contains 42771 members 
Mstep: Class 4 contains 42243 members 
Mstep: Class 5 contains 10723 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42930 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45159 members 
Mstep: Class 10 contains 45385 members 
Mstep: Class 11 contains 46394 members 
Mstep: Class 12 contains 35300 members 
Mstep: Class 13 contains 46257 members 
Mstep: Class 14 contains 44702 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 3753 members 
Mstep: Class 20 contains 45565 members 
Mstep: Class 21 contains 42441 members 
Mstep: Class 22 contains 52506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697184.000000 Penalty: 72451.218750
Iteration 354Q: 23 clusters Score -1.066972e+08 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31269 members 
Mstep: Class 3 contains 42753 members 
Mstep: Class 4 contains 42186 members 
Mstep: Class 5 contains 10646 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42956 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45210 members 
Mstep: Class 10 contains 45389 members 
Mstep: Class 11 contains 46405 members 
Mstep: Class 12 contains 35063 members 
Mstep: Class 13 contains 46432 members 
Mstep: Class 14 contains 44733 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 3770 members 
Mstep: Class 20 contains 45555 members 
Mstep: Class 21 contains 42511 members 
Mstep: Class 22 contains 52516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697160.000000 Penalty: 72451.218750
Iteration 355Q: 23 clusters Score -1.066972e+08 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31270 members 
Mstep: Class 3 contains 42732 members 
Mstep: Class 4 contains 42136 members 
Mstep: Class 5 contains 10585 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42969 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45250 members 
Mstep: Class 10 contains 45421 members 
Mstep: Class 11 contains 46381 members 
Mstep: Class 12 contains 34823 members 
Mstep: Class 13 contains 46585 members 
Mstep: Class 14 contains 44794 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3790 members 
Mstep: Class 20 contains 45545 members 
Mstep: Class 21 contains 42607 members 
Mstep: Class 22 contains 52505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697080.000000 Penalty: 72451.218750
Iteration 356Q: 23 clusters Score -1.066971e+08 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31267 members 
Mstep: Class 3 contains 42758 members 
Mstep: Class 4 contains 42160 members 
Mstep: Class 5 contains 10508 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43000 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45212 members 
Mstep: Class 10 contains 45433 members 
Mstep: Class 11 contains 46398 members 
Mstep: Class 12 contains 34589 members 
Mstep: Class 13 contains 46756 members 
Mstep: Class 14 contains 44872 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3811 members 
Mstep: Class 20 contains 45513 members 
Mstep: Class 21 contains 42661 members 
Mstep: Class 22 contains 52456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697024.000000 Penalty: 72451.218750
Iteration 357Q: 23 clusters Score -1.06697e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31280 members 
Mstep: Class 3 contains 42763 members 
Mstep: Class 4 contains 42241 members 
Mstep: Class 5 contains 10443 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43027 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45137 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 46434 members 
Mstep: Class 12 contains 34355 members 
Mstep: Class 13 contains 46917 members 
Mstep: Class 14 contains 44995 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 3824 members 
Mstep: Class 20 contains 45502 members 
Mstep: Class 21 contains 42687 members 
Mstep: Class 22 contains 52387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697240.000000 Penalty: 72451.218750
Iteration 358Q: 23 clusters Score -1.066972e+08 nChanged 3006
Entering ConstructFrom: 
Score: -106697240.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -237343.390625 Penalty: 1790.652710
	Iteration 0F: 2 clusters Score -237343.4 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 725 members 
Entering Unmasked Estep 
Score: -235289.328125 Penalty: 3581.305420
	Iteration 0F: 3 clusters Score -235289.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -235986.968750 Penalty: 3581.305420
	Iteration 1F: 3 clusters Score -235987 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -236302.437500 Penalty: 3581.305420
	Iteration 2F: 3 clusters Score -236302.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -236555.125000 Penalty: 3581.305420
	Iteration 3F: 3 clusters Score -236555.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -236687.687500 Penalty: 3581.305420
	Iteration 4Q: 3 clusters Score -236687.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -236763.156250 Penalty: 3581.305420
	Iteration 5Q: 3 clusters Score -236763.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -236817.453125 Penalty: 3581.305420
	Iteration 6Q: 3 clusters Score -236817.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -236870.468750 Penalty: 3581.305420
	Iteration 7Q: 3 clusters Score -236870.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -236923.640625 Penalty: 3581.305420
	Iteration 8Q: 3 clusters Score -236923.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -236976.031250 Penalty: 3581.305420
	Iteration 9Q: 3 clusters Score -236976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -237036.421875 Penalty: 3581.305420
	Iteration 10Q: 3 clusters Score -237036.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -237108.906250 Penalty: 3581.305420
	Iteration 11Q: 3 clusters Score -237108.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -237221.406250 Penalty: 3581.305420
	Iteration 12Q: 3 clusters Score -237221.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -237284.500000 Penalty: 3581.305420
	Iteration 13Q: 3 clusters Score -237284.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -237307.375000 Penalty: 3581.305420
	Iteration 14Q: 3 clusters Score -237307.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -237327.515625 Penalty: 3581.305420
	Iteration 15Q: 3 clusters Score -237327.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -237335.359375 Penalty: 3581.305420
	Iteration 16Q: 3 clusters Score -237335.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -237347.906250 Penalty: 3581.305420
	Iteration 17Q: 3 clusters Score -237347.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -237354.156250 Penalty: 3581.305420
	Iteration 18Q: 3 clusters Score -237354.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -237361.296875 Penalty: 3581.305420
	Iteration 19Q: 3 clusters Score -237361.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -237367.171875 Penalty: 3581.305420
	Iteration 20F: 3 clusters Score -237367.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -237391.843750 Penalty: 3581.305420
	Iteration 21Q: 3 clusters Score -237391.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -237426.390625 Penalty: 3581.305420
	Iteration 22Q: 3 clusters Score -237426.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -237487.484375 Penalty: 3581.305420
	Iteration 23Q: 3 clusters Score -237487.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -237567.375000 Penalty: 3581.305420
	Iteration 24Q: 3 clusters Score -237567.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -237650.781250 Penalty: 3581.305420
	Iteration 25Q: 3 clusters Score -237650.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -237744.421875 Penalty: 3581.305420
	Iteration 26Q: 3 clusters Score -237744.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -237772.468750 Penalty: 3581.305420
	Iteration 27Q: 3 clusters Score -237772.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -237790.546875 Penalty: 3581.305420
	Iteration 28Q: 3 clusters Score -237790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -237805.812500 Penalty: 3581.305420
	Iteration 29Q: 3 clusters Score -237805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -237817.640625 Penalty: 3581.305420
	Iteration 30Q: 3 clusters Score -237817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -237823.906250 Penalty: 3581.305420
	Iteration 31Q: 3 clusters Score -237823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -237824.656250 Penalty: 3581.305420
	Iteration 32Q: 3 clusters Score -237824.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -237824.656250 Penalty: 3581.305420
	Iteration 33F: 3 clusters Score -237824.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 31277 members 
Mstep: Class 3 contains 42774 members 
Mstep: Class 4 contains 42346 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43041 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45062 members 
Mstep: Class 10 contains 45377 members 
Mstep: Class 11 contains 46469 members 
Mstep: Class 12 contains 34108 members 
Mstep: Class 13 contains 47026 members 
Mstep: Class 14 contains 45142 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3835 members 
Mstep: Class 20 contains 45512 members 
Mstep: Class 21 contains 42721 members 
Mstep: Class 22 contains 52316 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -106695992.000000 Penalty: 75744.453125
Splitting cluster 1 changes total score from -106697240.000000 to -106695992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (31277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Entering Unmasked Estep 
Score: -5639187.000000 Penalty: 2566.958252
	Iteration 0F: 2 clusters Score -5639187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -5617903.500000 Penalty: 5133.916504
	Iteration 0F: 3 clusters Score -5617904 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -5625509.500000 Penalty: 5133.916504
	Iteration 1F: 3 clusters Score -5625510 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -5625964.500000 Penalty: 5133.916504
	Iteration 2Q: 3 clusters Score -5625964 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -5626477.500000 Penalty: 5133.916504
	Iteration 3Q: 3 clusters Score -5626478 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -5627015.500000 Penalty: 5133.916504
	Iteration 4Q: 3 clusters Score -5627016 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5627875.000000 Penalty: 5133.916504
	Iteration 5F: 3 clusters Score -5627875 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -5629119.000000 Penalty: 5133.916504
	Iteration 6F: 3 clusters Score -5629119 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -5630855.000000 Penalty: 5133.916504
	Iteration 7F: 3 clusters Score -5630855 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -5632851.000000 Penalty: 5133.916504
	Iteration 8F: 3 clusters Score -5632851 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -5634580.000000 Penalty: 5133.916504
	Iteration 9F: 3 clusters Score -5634580 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -5635664.000000 Penalty: 5133.916504
	Iteration 10Q: 3 clusters Score -5635664 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5636291.000000 Penalty: 5133.916504
	Iteration 11Q: 3 clusters Score -5636291 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -5636590.500000 Penalty: 5133.916504
	Iteration 12Q: 3 clusters Score -5636590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -5636730.500000 Penalty: 5133.916504
	Iteration 13Q: 3 clusters Score -5636730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -5636826.000000 Penalty: 5133.916504
	Iteration 14Q: 3 clusters Score -5636826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -5636865.000000 Penalty: 5133.916504
	Iteration 15Q: 3 clusters Score -5636865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -5636884.000000 Penalty: 5133.916504
	Iteration 16Q: 3 clusters Score -5636884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -5636908.500000 Penalty: 5133.916504
	Iteration 17Q: 3 clusters Score -5636908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -5636927.000000 Penalty: 5133.916504
	Iteration 18Q: 3 clusters Score -5636927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -5636935.500000 Penalty: 5133.916504
	Iteration 19Q: 3 clusters Score -5636936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -5636941.500000 Penalty: 5133.916504
	Iteration 20F: 3 clusters Score -5636942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -5636943.500000 Penalty: 5133.916504
	Iteration 21Q: 3 clusters Score -5636944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -5636943.000000 Penalty: 5133.916504
	Iteration 22Q: 3 clusters Score -5636943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -5636953.500000 Penalty: 5133.916504
	Iteration 23Q: 3 clusters Score -5636954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -5636956.500000 Penalty: 5133.916504
	Iteration 24Q: 3 clusters Score -5636956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -5636953.000000 Penalty: 5133.916504
	Iteration 25Q: 3 clusters Score -5636953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -5636957.000000 Penalty: 5133.916504
	Iteration 26Q: 3 clusters Score -5636957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -5636958.500000 Penalty: 5133.916504
	Iteration 27Q: 3 clusters Score -5636958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -5636956.500000 Penalty: 5133.916504
	Iteration 28Q: 3 clusters Score -5636956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -5636956.500000 Penalty: 5133.916504
	Iteration 29F: 3 clusters Score -5636956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Entering Unmasked Estep 
Score: -7896853.500000 Penalty: 2644.593994
	Iteration 0F: 2 clusters Score -7896854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -7868075.500000 Penalty: 5289.187988
	Iteration 0F: 3 clusters Score -7868076 nChanged 19715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -7879069.500000 Penalty: 5289.187988
	Iteration 1F: 3 clusters Score -7879070 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -7879632.000000 Penalty: 5289.187988
	Iteration 2Q: 3 clusters Score -7879632 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -7880291.000000 Penalty: 5289.187988
	Iteration 3Q: 3 clusters Score -7880291 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -7881137.000000 Penalty: 5289.187988
	Iteration 4Q: 3 clusters Score -7881137 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -7882084.000000 Penalty: 5289.187988
	Iteration 5Q: 3 clusters Score -7882084 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -7883110.000000 Penalty: 5289.187988
	Iteration 6Q: 3 clusters Score -7883110 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -7884105.000000 Penalty: 5289.187988
	Iteration 7Q: 3 clusters Score -7884105 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -7885086.500000 Penalty: 5289.187988
	Iteration 8Q: 3 clusters Score -7885086 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -7886229.000000 Penalty: 5289.187988
	Iteration 9Q: 3 clusters Score -7886229 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -7887466.500000 Penalty: 5289.187988
	Iteration 10F: 3 clusters Score -7887466 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -7888851.000000 Penalty: 5289.187988
	Iteration 11Q: 3 clusters Score -7888851 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -7889946.000000 Penalty: 5289.187988
	Iteration 12Q: 3 clusters Score -7889946 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -7890621.500000 Penalty: 5289.187988
	Iteration 13Q: 3 clusters Score -7890622 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -7891120.500000 Penalty: 5289.187988
	Iteration 14Q: 3 clusters Score -7891120 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -7891491.000000 Penalty: 5289.187988
	Iteration 15Q: 3 clusters Score -7891491 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -7891820.500000 Penalty: 5289.187988
	Iteration 16Q: 3 clusters Score -7891820 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -7892080.500000 Penalty: 5289.187988
	Iteration 17Q: 3 clusters Score -7892080 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -7892350.000000 Penalty: 5289.187988
	Iteration 18Q: 3 clusters Score -7892350 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -7892589.000000 Penalty: 5289.187988
	Iteration 19Q: 3 clusters Score -7892589 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -7892787.500000 Penalty: 5289.187988
	Iteration 20F: 3 clusters Score -7892788 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -7892942.000000 Penalty: 5289.187988
	Iteration 21Q: 3 clusters Score -7892942 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -7893075.000000 Penalty: 5289.187988
	Iteration 22Q: 3 clusters Score -7893075 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -7893235.500000 Penalty: 5289.187988
	Iteration 23Q: 3 clusters Score -7893236 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -7893370.000000 Penalty: 5289.187988
	Iteration 24Q: 3 clusters Score -7893370 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -7893502.500000 Penalty: 5289.187988
	Iteration 25Q: 3 clusters Score -7893502 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -7893615.000000 Penalty: 5289.187988
	Iteration 26Q: 3 clusters Score -7893615 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -7893730.000000 Penalty: 5289.187988
	Iteration 27Q: 3 clusters Score -7893730 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -7893875.500000 Penalty: 5289.187988
	Iteration 28Q: 3 clusters Score -7893876 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -7893988.500000 Penalty: 5289.187988
	Iteration 29Q: 3 clusters Score -7893988 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -7894102.000000 Penalty: 5289.187988
	Iteration 30Q: 3 clusters Score -7894102 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -7894199.000000 Penalty: 5289.187988
	Iteration 31Q: 3 clusters Score -7894199 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -7894326.000000 Penalty: 5289.187988
	Iteration 32Q: 3 clusters Score -7894326 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -7894427.500000 Penalty: 5289.187988
	Iteration 33Q: 3 clusters Score -7894428 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -7894531.000000 Penalty: 5289.187988
	Iteration 34Q: 3 clusters Score -7894531 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -7894606.000000 Penalty: 5289.187988
	Iteration 35Q: 3 clusters Score -7894606 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -7894687.500000 Penalty: 5289.187988
	Iteration 36Q: 3 clusters Score -7894688 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -7894777.500000 Penalty: 5289.187988
	Iteration 37Q: 3 clusters Score -7894778 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -7894879.000000 Penalty: 5289.187988
	Iteration 38Q: 3 clusters Score -7894879 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -7894932.500000 Penalty: 5289.187988
	Iteration 39Q: 3 clusters Score -7894932 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -7894994.000000 Penalty: 5289.187988
	Iteration 40F: 3 clusters Score -7894994 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -7895058.500000 Penalty: 5289.187988
	Iteration 41Q: 3 clusters Score -7895058 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -7895108.000000 Penalty: 5289.187988
	Iteration 42Q: 3 clusters Score -7895108 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7895142.000000 Penalty: 5289.187988
	Iteration 43Q: 3 clusters Score -7895142 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -7895192.500000 Penalty: 5289.187988
	Iteration 44Q: 3 clusters Score -7895192 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -7895242.500000 Penalty: 5289.187988
	Iteration 45Q: 3 clusters Score -7895242 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -7895271.000000 Penalty: 5289.187988
	Iteration 46Q: 3 clusters Score -7895271 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -7895317.000000 Penalty: 5289.187988
	Iteration 47Q: 3 clusters Score -7895317 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7895355.500000 Penalty: 5289.187988
	Iteration 48Q: 3 clusters Score -7895356 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7895367.000000 Penalty: 5289.187988
	Iteration 49Q: 3 clusters Score -7895367 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7895377.000000 Penalty: 5289.187988
	Iteration 50Q: 3 clusters Score -7895377 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7895409.000000 Penalty: 5289.187988
	Iteration 51Q: 3 clusters Score -7895409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -7895423.000000 Penalty: 5289.187988
	Iteration 52Q: 3 clusters Score -7895423 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7895444.000000 Penalty: 5289.187988
	Iteration 53Q: 3 clusters Score -7895444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7895446.500000 Penalty: 5289.187988
	Iteration 54Q: 3 clusters Score -7895446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7895443.500000 Penalty: 5289.187988
	Iteration 55Q: 3 clusters Score -7895444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7895459.500000 Penalty: 5289.187988
	Iteration 56Q: 3 clusters Score -7895460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7895473.000000 Penalty: 5289.187988
	Iteration 57Q: 3 clusters Score -7895473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7895489.500000 Penalty: 5289.187988
	Iteration 58Q: 3 clusters Score -7895490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7895490.000000 Penalty: 5289.187988
	Iteration 59Q: 3 clusters Score -7895490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7895496.500000 Penalty: 5289.187988
	Iteration 60F: 3 clusters Score -7895496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7895490.000000 Penalty: 5289.187988
	Iteration 61Q: 3 clusters Score -7895490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7895498.500000 Penalty: 5289.187988
	Iteration 62Q: 3 clusters Score -7895498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7895495.500000 Penalty: 5289.187988
	Iteration 63Q: 3 clusters Score -7895496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7895501.000000 Penalty: 5289.187988
	Iteration 64Q: 3 clusters Score -7895501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7895494.500000 Penalty: 5289.187988
	Iteration 65Q: 3 clusters Score -7895494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7895493.500000 Penalty: 5289.187988
	Iteration 66Q: 3 clusters Score -7895494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7895502.000000 Penalty: 5289.187988
	Iteration 67Q: 3 clusters Score -7895502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7895499.500000 Penalty: 5289.187988
	Iteration 68Q: 3 clusters Score -7895500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7895502.500000 Penalty: 5289.187988
	Iteration 69Q: 3 clusters Score -7895502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7895488.000000 Penalty: 5289.187988
	Iteration 70Q: 3 clusters Score -7895488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7895497.000000 Penalty: 5289.187988
	Iteration 71Q: 3 clusters Score -7895497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7895491.500000 Penalty: 5289.187988
	Iteration 72Q: 3 clusters Score -7895492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7895499.000000 Penalty: 5289.187988
	Iteration 73Q: 3 clusters Score -7895499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7895496.000000 Penalty: 5289.187988
	Iteration 74Q: 3 clusters Score -7895496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7895502.000000 Penalty: 5289.187988
	Iteration 75Q: 3 clusters Score -7895502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7895504.000000 Penalty: 5289.187988
	Iteration 76Q: 3 clusters Score -7895504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7895506.500000 Penalty: 5289.187988
	Iteration 77Q: 3 clusters Score -7895506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7895500.500000 Penalty: 5289.187988
	Iteration 78Q: 3 clusters Score -7895500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7895508.000000 Penalty: 5289.187988
	Iteration 79Q: 3 clusters Score -7895508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7895502.500000 Penalty: 5289.187988
	Iteration 80F: 3 clusters Score -7895502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Entering Unmasked Estep 
Score: -7893641.000000 Penalty: 2642.100098
	Iteration 0F: 2 clusters Score -7893641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -7865359.500000 Penalty: 5284.200195
	Iteration 0F: 3 clusters Score -7865360 nChanged 19329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -7876105.500000 Penalty: 5284.200195
	Iteration 1F: 3 clusters Score -7876106 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -7876645.000000 Penalty: 5284.200195
	Iteration 2Q: 3 clusters Score -7876645 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -7877196.500000 Penalty: 5284.200195
	Iteration 3Q: 3 clusters Score -7877196 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -7877956.500000 Penalty: 5284.200195
	Iteration 4Q: 3 clusters Score -7877956 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -7879006.500000 Penalty: 5284.200195
	Iteration 5Q: 3 clusters Score -7879006 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -7880756.000000 Penalty: 5284.200195
	Iteration 6F: 3 clusters Score -7880756 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -7883039.500000 Penalty: 5284.200195
	Iteration 7F: 3 clusters Score -7883040 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -7885708.500000 Penalty: 5284.200195
	Iteration 8F: 3 clusters Score -7885708 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -7888167.000000 Penalty: 5284.200195
	Iteration 9F: 3 clusters Score -7888167 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7889793.000000 Penalty: 5284.200195
	Iteration 10Q: 3 clusters Score -7889793 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7890586.500000 Penalty: 5284.200195
	Iteration 11Q: 3 clusters Score -7890586 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7890933.000000 Penalty: 5284.200195
	Iteration 12Q: 3 clusters Score -7890933 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7891115.500000 Penalty: 5284.200195
	Iteration 13Q: 3 clusters Score -7891116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7891213.000000 Penalty: 5284.200195
	Iteration 14Q: 3 clusters Score -7891213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7891268.000000 Penalty: 5284.200195
	Iteration 15Q: 3 clusters Score -7891268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7891305.500000 Penalty: 5284.200195
	Iteration 16Q: 3 clusters Score -7891306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7891361.000000 Penalty: 5284.200195
	Iteration 17Q: 3 clusters Score -7891361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7891375.000000 Penalty: 5284.200195
	Iteration 18Q: 3 clusters Score -7891375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7891388.000000 Penalty: 5284.200195
	Iteration 19Q: 3 clusters Score -7891388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7891395.000000 Penalty: 5284.200195
	Iteration 20F: 3 clusters Score -7891395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7891399.500000 Penalty: 5284.200195
	Iteration 21Q: 3 clusters Score -7891400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7891405.500000 Penalty: 5284.200195
	Iteration 22Q: 3 clusters Score -7891406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7891411.500000 Penalty: 5284.200195
	Iteration 23Q: 3 clusters Score -7891412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7891418.000000 Penalty: 5284.200195
	Iteration 24Q: 3 clusters Score -7891418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7891424.000000 Penalty: 5284.200195
	Iteration 25Q: 3 clusters Score -7891424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7891425.500000 Penalty: 5284.200195
	Iteration 26Q: 3 clusters Score -7891426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7891432.000000 Penalty: 5284.200195
	Iteration 27Q: 3 clusters Score -7891432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7891432.000000 Penalty: 5284.200195
	Iteration 28F: 3 clusters Score -7891432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Entering Unmasked Estep 
Score: -1922210.750000 Penalty: 2293.628662
	Iteration 0F: 2 clusters Score -1922211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1914326.000000 Penalty: 4587.257324
	Iteration 0F: 3 clusters Score -1914326 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1916594.375000 Penalty: 4587.257324
	Iteration 1F: 3 clusters Score -1916594 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1916887.125000 Penalty: 4587.257324
	Iteration 2F: 3 clusters Score -1916887 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1917127.750000 Penalty: 4587.257324
	Iteration 3F: 3 clusters Score -1917128 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1917351.500000 Penalty: 4587.257324
	Iteration 4Q: 3 clusters Score -1917352 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1917606.125000 Penalty: 4587.257324
	Iteration 5Q: 3 clusters Score -1917606 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1917868.250000 Penalty: 4587.257324
	Iteration 6Q: 3 clusters Score -1917868 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1918174.875000 Penalty: 4587.257324
	Iteration 7Q: 3 clusters Score -1918175 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1918567.125000 Penalty: 4587.257324
	Iteration 8F: 3 clusters Score -1918567 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1918934.500000 Penalty: 4587.257324
	Iteration 9Q: 3 clusters Score -1918934 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1919284.750000 Penalty: 4587.257324
	Iteration 10Q: 3 clusters Score -1919285 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1919583.375000 Penalty: 4587.257324
	Iteration 11Q: 3 clusters Score -1919583 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1919779.625000 Penalty: 4587.257324
	Iteration 12Q: 3 clusters Score -1919780 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1919941.750000 Penalty: 4587.257324
	Iteration 13Q: 3 clusters Score -1919942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1920038.875000 Penalty: 4587.257324
	Iteration 14Q: 3 clusters Score -1920039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1920102.750000 Penalty: 4587.257324
	Iteration 15Q: 3 clusters Score -1920103 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1920149.375000 Penalty: 4587.257324
	Iteration 16Q: 3 clusters Score -1920149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1920184.000000 Penalty: 4587.257324
	Iteration 17Q: 3 clusters Score -1920184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1920207.750000 Penalty: 4587.257324
	Iteration 18Q: 3 clusters Score -1920208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1920219.125000 Penalty: 4587.257324
	Iteration 19Q: 3 clusters Score -1920219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1920222.375000 Penalty: 4587.257324
	Iteration 20F: 3 clusters Score -1920222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1920223.875000 Penalty: 4587.257324
	Iteration 21Q: 3 clusters Score -1920224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1920224.250000 Penalty: 4587.257324
	Iteration 22Q: 3 clusters Score -1920224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1920225.875000 Penalty: 4587.257324
	Iteration 23Q: 3 clusters Score -1920226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1920225.875000 Penalty: 4587.257324
	Iteration 24Q: 3 clusters Score -1920226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1920227.250000 Penalty: 4587.257324
	Iteration 25Q: 3 clusters Score -1920227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1920228.250000 Penalty: 4587.257324
	Iteration 26Q: 3 clusters Score -1920228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1920228.250000 Penalty: 4587.257324
	Iteration 27F: 3 clusters Score -1920228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -77940.679688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -77940.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76382.625000 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -76382.62 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76853.195312 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -76853.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77121.093750 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -77121.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77286.593750 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -77286.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77415.148438 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -77415.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77470.156250 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -77470.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77488.984375 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -77488.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77513.960938 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -77513.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77530.796875 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -77530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77543.140625 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -77543.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77550.437500 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -77550.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77557.320312 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -77557.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77565.570312 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -77565.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77592.078125 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -77592.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77608.812500 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -77608.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77623.187500 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -77623.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -77642.093750 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -77642.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77654.312500 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -77654.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77662.273438 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -77662.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77672.164062 Penalty: 3220.901855
	Iteration 19Q: 3 clusters Score -77672.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77678.046875 Penalty: 3220.901855
	Iteration 20F: 3 clusters Score -77678.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77686.562500 Penalty: 3220.901855
	Iteration 21Q: 3 clusters Score -77686.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77696.906250 Penalty: 3220.901855
	Iteration 22Q: 3 clusters Score -77696.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77702.132812 Penalty: 3220.901855
	Iteration 23Q: 3 clusters Score -77702.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77702.132812 Penalty: 3220.901855
	Iteration 24F: 3 clusters Score -77702.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Entering Unmasked Estep 
Score: -7969690.500000 Penalty: 2646.137207
	Iteration 0F: 2 clusters Score -7969690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -7940747.000000 Penalty: 5292.274414
	Iteration 0F: 3 clusters Score -7940747 nChanged 19765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -7951889.000000 Penalty: 5292.274414
	Iteration 1F: 3 clusters Score -7951889 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -7952545.000000 Penalty: 5292.274414
	Iteration 2Q: 3 clusters Score -7952545 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -7953242.000000 Penalty: 5292.274414
	Iteration 3Q: 3 clusters Score -7953242 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -7954239.000000 Penalty: 5292.274414
	Iteration 4Q: 3 clusters Score -7954239 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -7955651.500000 Penalty: 5292.274414
	Iteration 5F: 3 clusters Score -7955652 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -7957637.500000 Penalty: 5292.274414
	Iteration 6F: 3 clusters Score -7957638 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -7959964.500000 Penalty: 5292.274414
	Iteration 7F: 3 clusters Score -7959964 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -7962413.500000 Penalty: 5292.274414
	Iteration 8F: 3 clusters Score -7962414 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -7964327.000000 Penalty: 5292.274414
	Iteration 9F: 3 clusters Score -7964327 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -7965579.000000 Penalty: 5292.274414
	Iteration 10Q: 3 clusters Score -7965579 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -7966296.500000 Penalty: 5292.274414
	Iteration 11Q: 3 clusters Score -7966296 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -7966761.500000 Penalty: 5292.274414
	Iteration 12Q: 3 clusters Score -7966762 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -7967024.000000 Penalty: 5292.274414
	Iteration 13Q: 3 clusters Score -7967024 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -7967166.500000 Penalty: 5292.274414
	Iteration 14Q: 3 clusters Score -7967166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -7967252.500000 Penalty: 5292.274414
	Iteration 15Q: 3 clusters Score -7967252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -7967296.500000 Penalty: 5292.274414
	Iteration 16Q: 3 clusters Score -7967296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -7967342.500000 Penalty: 5292.274414
	Iteration 17Q: 3 clusters Score -7967342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -7967375.500000 Penalty: 5292.274414
	Iteration 18Q: 3 clusters Score -7967376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -7967402.500000 Penalty: 5292.274414
	Iteration 19Q: 3 clusters Score -7967402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -7967420.000000 Penalty: 5292.274414
	Iteration 20F: 3 clusters Score -7967420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -7967432.000000 Penalty: 5292.274414
	Iteration 21Q: 3 clusters Score -7967432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -7967434.500000 Penalty: 5292.274414
	Iteration 22Q: 3 clusters Score -7967434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -7967445.000000 Penalty: 5292.274414
	Iteration 23Q: 3 clusters Score -7967445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -7967444.500000 Penalty: 5292.274414
	Iteration 24Q: 3 clusters Score -7967444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -7967441.500000 Penalty: 5292.274414
	Iteration 25Q: 3 clusters Score -7967442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -7967448.500000 Penalty: 5292.274414
	Iteration 26Q: 3 clusters Score -7967448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -7967446.500000 Penalty: 5292.274414
	Iteration 27Q: 3 clusters Score -7967446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -7967458.500000 Penalty: 5292.274414
	Iteration 28Q: 3 clusters Score -7967458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -7967456.000000 Penalty: 5292.274414
	Iteration 29Q: 3 clusters Score -7967456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -7967460.500000 Penalty: 5292.274414
	Iteration 30Q: 3 clusters Score -7967460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -7967457.000000 Penalty: 5292.274414
	Iteration 31Q: 3 clusters Score -7967457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -7967465.000000 Penalty: 5292.274414
	Iteration 32Q: 3 clusters Score -7967465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -7967461.000000 Penalty: 5292.274414
	Iteration 33Q: 3 clusters Score -7967461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -7967462.000000 Penalty: 5292.274414
	Iteration 34Q: 3 clusters Score -7967462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -7967467.000000 Penalty: 5292.274414
	Iteration 35Q: 3 clusters Score -7967467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -7967467.000000 Penalty: 5292.274414
	Iteration 36F: 3 clusters Score -7967467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -32279.650391 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -32279.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31248.103516 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -31248.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31687.216797 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -31687.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31839.943359 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -31839.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31858.634766 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -31858.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -31863.939453 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -31863.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31874.955078 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -31874.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31879.880859 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -31879.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31879.880859 Penalty: 2951.518799
	Iteration 7F: 3 clusters Score -31879.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Entering Unmasked Estep 
Score: -8431709.000000 Penalty: 2657.517090
	Iteration 0F: 2 clusters Score -8431709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -8402220.000000 Penalty: 5315.034180
	Iteration 0F: 3 clusters Score -8402220 nChanged 20653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -8413653.000000 Penalty: 5315.034180
	Iteration 1F: 3 clusters Score -8413653 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -8414316.000000 Penalty: 5315.034180
	Iteration 2Q: 3 clusters Score -8414316 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -8415003.000000 Penalty: 5315.034180
	Iteration 3Q: 3 clusters Score -8415003 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -8415773.000000 Penalty: 5315.034180
	Iteration 4Q: 3 clusters Score -8415773 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -8416832.000000 Penalty: 5315.034180
	Iteration 5Q: 3 clusters Score -8416832 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -8418360.000000 Penalty: 5315.034180
	Iteration 6F: 3 clusters Score -8418360 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -8420369.000000 Penalty: 5315.034180
	Iteration 7F: 3 clusters Score -8420369 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -8422493.000000 Penalty: 5315.034180
	Iteration 8F: 3 clusters Score -8422493 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -8424264.000000 Penalty: 5315.034180
	Iteration 9F: 3 clusters Score -8424264 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -8425525.000000 Penalty: 5315.034180
	Iteration 10Q: 3 clusters Score -8425525 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -8426228.000000 Penalty: 5315.034180
	Iteration 11Q: 3 clusters Score -8426228 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -8426639.000000 Penalty: 5315.034180
	Iteration 12Q: 3 clusters Score -8426639 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -8427022.000000 Penalty: 5315.034180
	Iteration 13Q: 3 clusters Score -8427022 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -8427328.000000 Penalty: 5315.034180
	Iteration 14Q: 3 clusters Score -8427328 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -8427606.000000 Penalty: 5315.034180
	Iteration 15Q: 3 clusters Score -8427606 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -8427809.000000 Penalty: 5315.034180
	Iteration 16Q: 3 clusters Score -8427809 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -8428049.000000 Penalty: 5315.034180
	Iteration 17Q: 3 clusters Score -8428049 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -8428274.000000 Penalty: 5315.034180
	Iteration 18Q: 3 clusters Score -8428274 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8428459.000000 Penalty: 5315.034180
	Iteration 19Q: 3 clusters Score -8428459 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -8428611.000000 Penalty: 5315.034180
	Iteration 20F: 3 clusters Score -8428611 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -8428786.000000 Penalty: 5315.034180
	Iteration 21Q: 3 clusters Score -8428786 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -8428959.000000 Penalty: 5315.034180
	Iteration 22Q: 3 clusters Score -8428959 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -8429096.000000 Penalty: 5315.034180
	Iteration 23Q: 3 clusters Score -8429096 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8429204.000000 Penalty: 5315.034180
	Iteration 24Q: 3 clusters Score -8429204 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8429290.000000 Penalty: 5315.034180
	Iteration 25Q: 3 clusters Score -8429290 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -8429342.000000 Penalty: 5315.034180
	Iteration 26Q: 3 clusters Score -8429342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -8429399.000000 Penalty: 5315.034180
	Iteration 27Q: 3 clusters Score -8429399 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -8429456.000000 Penalty: 5315.034180
	Iteration 28Q: 3 clusters Score -8429456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8429476.000000 Penalty: 5315.034180
	Iteration 29Q: 3 clusters Score -8429476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -8429505.000000 Penalty: 5315.034180
	Iteration 30Q: 3 clusters Score -8429505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -8429506.000000 Penalty: 5315.034180
	Iteration 31Q: 3 clusters Score -8429506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -8429532.000000 Penalty: 5315.034180
	Iteration 32Q: 3 clusters Score -8429532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8429539.000000 Penalty: 5315.034180
	Iteration 33Q: 3 clusters Score -8429539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -8429546.000000 Penalty: 5315.034180
	Iteration 34Q: 3 clusters Score -8429546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -8429547.000000 Penalty: 5315.034180
	Iteration 35Q: 3 clusters Score -8429547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -8429549.000000 Penalty: 5315.034180
	Iteration 36Q: 3 clusters Score -8429549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8429556.000000 Penalty: 5315.034180
	Iteration 37Q: 3 clusters Score -8429556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -8429565.000000 Penalty: 5315.034180
	Iteration 38Q: 3 clusters Score -8429565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -8429571.000000 Penalty: 5315.034180
	Iteration 39Q: 3 clusters Score -8429571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -8429567.000000 Penalty: 5315.034180
	Iteration 40F: 3 clusters Score -8429567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -8429571.000000 Penalty: 5315.034180
	Iteration 41Q: 3 clusters Score -8429571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -8429568.000000 Penalty: 5315.034180
	Iteration 42Q: 3 clusters Score -8429568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8429574.000000 Penalty: 5315.034180
	Iteration 43Q: 3 clusters Score -8429574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -8429577.000000 Penalty: 5315.034180
	Iteration 44Q: 3 clusters Score -8429577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -8429574.000000 Penalty: 5315.034180
	Iteration 45Q: 3 clusters Score -8429574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -8429573.000000 Penalty: 5315.034180
	Iteration 46Q: 3 clusters Score -8429573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -8429579.000000 Penalty: 5315.034180
	Iteration 47Q: 3 clusters Score -8429579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -8429580.000000 Penalty: 5315.034180
	Iteration 48Q: 3 clusters Score -8429580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8429581.000000 Penalty: 5315.034180
	Iteration 49Q: 3 clusters Score -8429581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -8429575.000000 Penalty: 5315.034180
	Iteration 50Q: 3 clusters Score -8429575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -8429581.000000 Penalty: 5315.034180
	Iteration 51Q: 3 clusters Score -8429581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8429581.000000 Penalty: 5315.034180
	Iteration 52Q: 3 clusters Score -8429581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -8429585.000000 Penalty: 5315.034180
	Iteration 53Q: 3 clusters Score -8429585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -8429586.000000 Penalty: 5315.034180
	Iteration 54Q: 3 clusters Score -8429586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -8429587.000000 Penalty: 5315.034180
	Iteration 55Q: 3 clusters Score -8429587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -8429588.000000 Penalty: 5315.034180
	Iteration 56Q: 3 clusters Score -8429588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8429583.000000 Penalty: 5315.034180
	Iteration 57Q: 3 clusters Score -8429583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8429584.000000 Penalty: 5315.034180
	Iteration 58Q: 3 clusters Score -8429584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -8429584.000000 Penalty: 5315.034180
	Iteration 59Q: 3 clusters Score -8429584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -8429586.000000 Penalty: 5315.034180
	Iteration 60F: 3 clusters Score -8429586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -8429576.000000 Penalty: 5315.034180
	Iteration 61Q: 3 clusters Score -8429576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8429583.000000 Penalty: 5315.034180
	Iteration 62Q: 3 clusters Score -8429583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8429583.000000 Penalty: 5315.034180
	Iteration 63F: 3 clusters Score -8429583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Entering Unmasked Estep 
Score: -8347735.000000 Penalty: 2659.244629
	Iteration 0F: 2 clusters Score -8347735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -8317752.500000 Penalty: 5318.489258
	Iteration 0F: 3 clusters Score -8317752 nChanged 20959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -8329084.000000 Penalty: 5318.489258
	Iteration 1F: 3 clusters Score -8329084 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -8329562.500000 Penalty: 5318.489258
	Iteration 2Q: 3 clusters Score -8329562 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -8330020.000000 Penalty: 5318.489258
	Iteration 3Q: 3 clusters Score -8330020 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -8330507.000000 Penalty: 5318.489258
	Iteration 4Q: 3 clusters Score -8330507 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -8331127.000000 Penalty: 5318.489258
	Iteration 5Q: 3 clusters Score -8331127 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -8331938.000000 Penalty: 5318.489258
	Iteration 6Q: 3 clusters Score -8331938 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -8333175.500000 Penalty: 5318.489258
	Iteration 7F: 3 clusters Score -8333176 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -8334922.500000 Penalty: 5318.489258
	Iteration 8F: 3 clusters Score -8334922 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -8337483.500000 Penalty: 5318.489258
	Iteration 9F: 3 clusters Score -8337484 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -8340336.500000 Penalty: 5318.489258
	Iteration 10F: 3 clusters Score -8340336 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -8342898.500000 Penalty: 5318.489258
	Iteration 11F: 3 clusters Score -8342898 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -8344727.500000 Penalty: 5318.489258
	Iteration 12Q: 3 clusters Score -8344728 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -8345592.000000 Penalty: 5318.489258
	Iteration 13Q: 3 clusters Score -8345592 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -8345861.000000 Penalty: 5318.489258
	Iteration 14Q: 3 clusters Score -8345861 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -8346015.000000 Penalty: 5318.489258
	Iteration 15Q: 3 clusters Score -8346015 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -8346102.000000 Penalty: 5318.489258
	Iteration 16Q: 3 clusters Score -8346102 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -8346155.000000 Penalty: 5318.489258
	Iteration 17Q: 3 clusters Score -8346155 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -8346186.000000 Penalty: 5318.489258
	Iteration 18Q: 3 clusters Score -8346186 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -8346201.000000 Penalty: 5318.489258
	Iteration 19Q: 3 clusters Score -8346201 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -8346217.000000 Penalty: 5318.489258
	Iteration 20F: 3 clusters Score -8346217 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -8346220.000000 Penalty: 5318.489258
	Iteration 21Q: 3 clusters Score -8346220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -8346226.000000 Penalty: 5318.489258
	Iteration 22Q: 3 clusters Score -8346226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8346238.500000 Penalty: 5318.489258
	Iteration 23Q: 3 clusters Score -8346238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -8346258.500000 Penalty: 5318.489258
	Iteration 24Q: 3 clusters Score -8346258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8346263.500000 Penalty: 5318.489258
	Iteration 25Q: 3 clusters Score -8346264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -8346260.000000 Penalty: 5318.489258
	Iteration 26Q: 3 clusters Score -8346260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -8346232.500000 Penalty: 5318.489258
	Iteration 27Q: 3 clusters Score -8346232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -8346250.000000 Penalty: 5318.489258
	Iteration 28Q: 3 clusters Score -8346250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -8346245.000000 Penalty: 5318.489258
	Iteration 29Q: 3 clusters Score -8346245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -8346240.500000 Penalty: 5318.489258
	Iteration 30Q: 3 clusters Score -8346240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8346237.500000 Penalty: 5318.489258
	Iteration 31Q: 3 clusters Score -8346238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -8346238.500000 Penalty: 5318.489258
	Iteration 32Q: 3 clusters Score -8346238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -8346242.500000 Penalty: 5318.489258
	Iteration 33Q: 3 clusters Score -8346242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8346241.500000 Penalty: 5318.489258
	Iteration 34Q: 3 clusters Score -8346242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -8346228.500000 Penalty: 5318.489258
	Iteration 35Q: 3 clusters Score -8346228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -8346227.500000 Penalty: 5318.489258
	Iteration 36Q: 3 clusters Score -8346228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -8346227.500000 Penalty: 5318.489258
	Iteration 37Q: 3 clusters Score -8346228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -8346235.500000 Penalty: 5318.489258
	Iteration 38Q: 3 clusters Score -8346236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -8346241.500000 Penalty: 5318.489258
	Iteration 39Q: 3 clusters Score -8346242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -8346230.000000 Penalty: 5318.489258
	Iteration 40F: 3 clusters Score -8346230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -8346235.500000 Penalty: 5318.489258
	Iteration 41Q: 3 clusters Score -8346236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8346237.000000 Penalty: 5318.489258
	Iteration 42Q: 3 clusters Score -8346237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8346230.000000 Penalty: 5318.489258
	Iteration 43Q: 3 clusters Score -8346230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8346227.500000 Penalty: 5318.489258
	Iteration 44Q: 3 clusters Score -8346228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -8346244.000000 Penalty: 5318.489258
	Iteration 45Q: 3 clusters Score -8346244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8346234.000000 Penalty: 5318.489258
	Iteration 46Q: 3 clusters Score -8346234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -8346232.500000 Penalty: 5318.489258
	Iteration 47Q: 3 clusters Score -8346232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -8346233.000000 Penalty: 5318.489258
	Iteration 48Q: 3 clusters Score -8346233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -8346238.000000 Penalty: 5318.489258
	Iteration 49Q: 3 clusters Score -8346238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8346235.500000 Penalty: 5318.489258
	Iteration 50Q: 3 clusters Score -8346236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -8346230.500000 Penalty: 5318.489258
	Iteration 51Q: 3 clusters Score -8346230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8346228.500000 Penalty: 5318.489258
	Iteration 52Q: 3 clusters Score -8346228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -8346235.000000 Penalty: 5318.489258
	Iteration 53Q: 3 clusters Score -8346235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -8346232.000000 Penalty: 5318.489258
	Iteration 54Q: 3 clusters Score -8346232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -8346236.500000 Penalty: 5318.489258
	Iteration 55Q: 3 clusters Score -8346236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8346234.000000 Penalty: 5318.489258
	Iteration 56Q: 3 clusters Score -8346234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -8346237.500000 Penalty: 5318.489258
	Iteration 57Q: 3 clusters Score -8346238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -8346237.500000 Penalty: 5318.489258
	Iteration 58F: 3 clusters Score -8346238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Entering Unmasked Estep 
Score: -8537375.000000 Penalty: 2665.142090
	Iteration 0F: 2 clusters Score -8537375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -8507087.000000 Penalty: 5330.284180
	Iteration 0F: 3 clusters Score -8507087 nChanged 21280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -8518835.000000 Penalty: 5330.284180
	Iteration 1F: 3 clusters Score -8518835 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -8519370.000000 Penalty: 5330.284180
	Iteration 2Q: 3 clusters Score -8519370 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -8519807.000000 Penalty: 5330.284180
	Iteration 3Q: 3 clusters Score -8519807 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -8520462.000000 Penalty: 5330.284180
	Iteration 4Q: 3 clusters Score -8520462 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -8521417.000000 Penalty: 5330.284180
	Iteration 5Q: 3 clusters Score -8521417 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -8522876.000000 Penalty: 5330.284180
	Iteration 6F: 3 clusters Score -8522876 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -8525248.000000 Penalty: 5330.284180
	Iteration 7F: 3 clusters Score -8525248 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -8528570.000000 Penalty: 5330.284180
	Iteration 8F: 3 clusters Score -8528570 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -8531755.000000 Penalty: 5330.284180
	Iteration 9F: 3 clusters Score -8531755 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -8533646.000000 Penalty: 5330.284180
	Iteration 10Q: 3 clusters Score -8533646 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -8534466.000000 Penalty: 5330.284180
	Iteration 11Q: 3 clusters Score -8534466 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -8534739.000000 Penalty: 5330.284180
	Iteration 12Q: 3 clusters Score -8534739 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8534897.000000 Penalty: 5330.284180
	Iteration 13Q: 3 clusters Score -8534897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8534966.000000 Penalty: 5330.284180
	Iteration 14Q: 3 clusters Score -8534966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -8535010.000000 Penalty: 5330.284180
	Iteration 15Q: 3 clusters Score -8535010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8535047.000000 Penalty: 5330.284180
	Iteration 16Q: 3 clusters Score -8535047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -8535051.000000 Penalty: 5330.284180
	Iteration 17Q: 3 clusters Score -8535051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -8535064.000000 Penalty: 5330.284180
	Iteration 18Q: 3 clusters Score -8535064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -8535067.000000 Penalty: 5330.284180
	Iteration 19Q: 3 clusters Score -8535067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -8535078.000000 Penalty: 5330.284180
	Iteration 20F: 3 clusters Score -8535078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8535074.000000 Penalty: 5330.284180
	Iteration 21Q: 3 clusters Score -8535074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -8535076.000000 Penalty: 5330.284180
	Iteration 22Q: 3 clusters Score -8535076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8535091.000000 Penalty: 5330.284180
	Iteration 23Q: 3 clusters Score -8535091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8535089.000000 Penalty: 5330.284180
	Iteration 24Q: 3 clusters Score -8535089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8535089.000000 Penalty: 5330.284180
	Iteration 25F: 3 clusters Score -8535089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Entering Unmasked Estep 
Score: -6327438.500000 Penalty: 2588.447266
	Iteration 0F: 2 clusters Score -6327438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -6304175.000000 Penalty: 5176.894531
	Iteration 0F: 3 clusters Score -6304175 nChanged 15627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -6312759.500000 Penalty: 5176.894531
	Iteration 1F: 3 clusters Score -6312760 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -6313492.500000 Penalty: 5176.894531
	Iteration 2Q: 3 clusters Score -6313492 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -6314580.500000 Penalty: 5176.894531
	Iteration 3F: 3 clusters Score -6314580 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -6315979.000000 Penalty: 5176.894531
	Iteration 4F: 3 clusters Score -6315979 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -6317789.000000 Penalty: 5176.894531
	Iteration 5F: 3 clusters Score -6317789 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -6319859.000000 Penalty: 5176.894531
	Iteration 6F: 3 clusters Score -6319859 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -6321996.000000 Penalty: 5176.894531
	Iteration 7F: 3 clusters Score -6321996 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -6323512.000000 Penalty: 5176.894531
	Iteration 8F: 3 clusters Score -6323512 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -6324210.500000 Penalty: 5176.894531
	Iteration 9Q: 3 clusters Score -6324210 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -6324476.000000 Penalty: 5176.894531
	Iteration 10Q: 3 clusters Score -6324476 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -6324641.500000 Penalty: 5176.894531
	Iteration 11Q: 3 clusters Score -6324642 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -6324766.000000 Penalty: 5176.894531
	Iteration 12Q: 3 clusters Score -6324766 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -6324841.000000 Penalty: 5176.894531
	Iteration 13Q: 3 clusters Score -6324841 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -6324925.500000 Penalty: 5176.894531
	Iteration 14Q: 3 clusters Score -6324926 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -6325026.500000 Penalty: 5176.894531
	Iteration 15Q: 3 clusters Score -6325026 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -6325072.500000 Penalty: 5176.894531
	Iteration 16Q: 3 clusters Score -6325072 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -6325127.000000 Penalty: 5176.894531
	Iteration 17Q: 3 clusters Score -6325127 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -6325128.000000 Penalty: 5176.894531
	Iteration 18Q: 3 clusters Score -6325128 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -6325173.000000 Penalty: 5176.894531
	Iteration 19Q: 3 clusters Score -6325173 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -6325204.000000 Penalty: 5176.894531
	Iteration 20F: 3 clusters Score -6325204 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -6325227.500000 Penalty: 5176.894531
	Iteration 21Q: 3 clusters Score -6325228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -6325244.000000 Penalty: 5176.894531
	Iteration 22Q: 3 clusters Score -6325244 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -6325251.000000 Penalty: 5176.894531
	Iteration 23Q: 3 clusters Score -6325251 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -6325293.500000 Penalty: 5176.894531
	Iteration 24Q: 3 clusters Score -6325294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -6325305.000000 Penalty: 5176.894531
	Iteration 25Q: 3 clusters Score -6325305 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -6325305.500000 Penalty: 5176.894531
	Iteration 26Q: 3 clusters Score -6325306 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -6325312.500000 Penalty: 5176.894531
	Iteration 27Q: 3 clusters Score -6325312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -6325326.000000 Penalty: 5176.894531
	Iteration 28Q: 3 clusters Score -6325326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -6325349.500000 Penalty: 5176.894531
	Iteration 29Q: 3 clusters Score -6325350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -6325375.000000 Penalty: 5176.894531
	Iteration 30Q: 3 clusters Score -6325375 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -6325397.000000 Penalty: 5176.894531
	Iteration 31Q: 3 clusters Score -6325397 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -6325394.000000 Penalty: 5176.894531
	Iteration 32Q: 3 clusters Score -6325394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -6325415.000000 Penalty: 5176.894531
	Iteration 33Q: 3 clusters Score -6325415 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -6325420.000000 Penalty: 5176.894531
	Iteration 34Q: 3 clusters Score -6325420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -6325444.000000 Penalty: 5176.894531
	Iteration 35Q: 3 clusters Score -6325444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -6325465.000000 Penalty: 5176.894531
	Iteration 36Q: 3 clusters Score -6325465 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -6325496.000000 Penalty: 5176.894531
	Iteration 37Q: 3 clusters Score -6325496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -6325506.500000 Penalty: 5176.894531
	Iteration 38Q: 3 clusters Score -6325506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -6325539.000000 Penalty: 5176.894531
	Iteration 39Q: 3 clusters Score -6325539 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -6325561.000000 Penalty: 5176.894531
	Iteration 40F: 3 clusters Score -6325561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -6325572.500000 Penalty: 5176.894531
	Iteration 41Q: 3 clusters Score -6325572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -6325590.500000 Penalty: 5176.894531
	Iteration 42Q: 3 clusters Score -6325590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -6325601.000000 Penalty: 5176.894531
	Iteration 43Q: 3 clusters Score -6325601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -6325615.500000 Penalty: 5176.894531
	Iteration 44Q: 3 clusters Score -6325616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -6325622.000000 Penalty: 5176.894531
	Iteration 45Q: 3 clusters Score -6325622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -6325655.000000 Penalty: 5176.894531
	Iteration 46Q: 3 clusters Score -6325655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -6325655.000000 Penalty: 5176.894531
	Iteration 47Q: 3 clusters Score -6325655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -6325676.000000 Penalty: 5176.894531
	Iteration 48Q: 3 clusters Score -6325676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -6325673.000000 Penalty: 5176.894531
	Iteration 49Q: 3 clusters Score -6325673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -6325675.000000 Penalty: 5176.894531
	Iteration 50Q: 3 clusters Score -6325675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -6325682.000000 Penalty: 5176.894531
	Iteration 51Q: 3 clusters Score -6325682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -6325690.000000 Penalty: 5176.894531
	Iteration 52Q: 3 clusters Score -6325690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -6325689.000000 Penalty: 5176.894531
	Iteration 53Q: 3 clusters Score -6325689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -6325689.000000 Penalty: 5176.894531
	Iteration 54Q: 3 clusters Score -6325689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -6325700.500000 Penalty: 5176.894531
	Iteration 55Q: 3 clusters Score -6325700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -6325699.500000 Penalty: 5176.894531
	Iteration 56Q: 3 clusters Score -6325700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -6325713.500000 Penalty: 5176.894531
	Iteration 57Q: 3 clusters Score -6325714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -6325726.500000 Penalty: 5176.894531
	Iteration 58Q: 3 clusters Score -6325726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -6325734.500000 Penalty: 5176.894531
	Iteration 59Q: 3 clusters Score -6325734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -6325748.500000 Penalty: 5176.894531
	Iteration 60F: 3 clusters Score -6325748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -6325751.000000 Penalty: 5176.894531
	Iteration 61Q: 3 clusters Score -6325751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -6325763.000000 Penalty: 5176.894531
	Iteration 62Q: 3 clusters Score -6325763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -6325762.000000 Penalty: 5176.894531
	Iteration 63Q: 3 clusters Score -6325762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -6325753.000000 Penalty: 5176.894531
	Iteration 64Q: 3 clusters Score -6325753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -6325765.000000 Penalty: 5176.894531
	Iteration 65Q: 3 clusters Score -6325765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -6325775.000000 Penalty: 5176.894531
	Iteration 66Q: 3 clusters Score -6325775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -6325784.000000 Penalty: 5176.894531
	Iteration 67Q: 3 clusters Score -6325784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -6325790.000000 Penalty: 5176.894531
	Iteration 68Q: 3 clusters Score -6325790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -6325796.500000 Penalty: 5176.894531
	Iteration 69Q: 3 clusters Score -6325796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -6325789.500000 Penalty: 5176.894531
	Iteration 70Q: 3 clusters Score -6325790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -6325798.000000 Penalty: 5176.894531
	Iteration 71Q: 3 clusters Score -6325798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -6325796.500000 Penalty: 5176.894531
	Iteration 72Q: 3 clusters Score -6325796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -6325806.500000 Penalty: 5176.894531
	Iteration 73Q: 3 clusters Score -6325806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -6325809.000000 Penalty: 5176.894531
	Iteration 74Q: 3 clusters Score -6325809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -6325810.500000 Penalty: 5176.894531
	Iteration 75Q: 3 clusters Score -6325810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -6325808.500000 Penalty: 5176.894531
	Iteration 76Q: 3 clusters Score -6325808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -6325807.500000 Penalty: 5176.894531
	Iteration 77Q: 3 clusters Score -6325808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -6325802.500000 Penalty: 5176.894531
	Iteration 78Q: 3 clusters Score -6325802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -6325807.000000 Penalty: 5176.894531
	Iteration 79Q: 3 clusters Score -6325807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -6325807.000000 Penalty: 5176.894531
	Iteration 80F: 3 clusters Score -6325807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Entering Unmasked Estep 
Score: -8765399.000000 Penalty: 2668.097168
	Iteration 0F: 2 clusters Score -8765399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -8735271.000000 Penalty: 5336.194336
	Iteration 0F: 3 clusters Score -8735271 nChanged 21628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -8747073.000000 Penalty: 5336.194336
	Iteration 1F: 3 clusters Score -8747073 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -8747736.000000 Penalty: 5336.194336
	Iteration 2Q: 3 clusters Score -8747736 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -8748342.000000 Penalty: 5336.194336
	Iteration 3Q: 3 clusters Score -8748342 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -8749174.000000 Penalty: 5336.194336
	Iteration 4Q: 3 clusters Score -8749174 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -8750516.000000 Penalty: 5336.194336
	Iteration 5F: 3 clusters Score -8750516 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -8752705.000000 Penalty: 5336.194336
	Iteration 6F: 3 clusters Score -8752705 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -8755785.000000 Penalty: 5336.194336
	Iteration 7F: 3 clusters Score -8755785 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -8759385.000000 Penalty: 5336.194336
	Iteration 8F: 3 clusters Score -8759385 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8761574.000000 Penalty: 5336.194336
	Iteration 9F: 3 clusters Score -8761574 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8762552.000000 Penalty: 5336.194336
	Iteration 10Q: 3 clusters Score -8762552 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8762830.000000 Penalty: 5336.194336
	Iteration 11Q: 3 clusters Score -8762830 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8762955.000000 Penalty: 5336.194336
	Iteration 12Q: 3 clusters Score -8762955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8763020.000000 Penalty: 5336.194336
	Iteration 13Q: 3 clusters Score -8763020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8763074.000000 Penalty: 5336.194336
	Iteration 14Q: 3 clusters Score -8763074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8763102.000000 Penalty: 5336.194336
	Iteration 15Q: 3 clusters Score -8763102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8763110.000000 Penalty: 5336.194336
	Iteration 16Q: 3 clusters Score -8763110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8763109.000000 Penalty: 5336.194336
	Iteration 17Q: 3 clusters Score -8763109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8763109.000000 Penalty: 5336.194336
	Iteration 18F: 3 clusters Score -8763109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Entering Unmasked Estep 
Score: -8526406.000000 Penalty: 2657.957031
	Iteration 0F: 2 clusters Score -8526406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -8497687.000000 Penalty: 5315.914062
	Iteration 0F: 3 clusters Score -8497687 nChanged 20725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8509142.000000 Penalty: 5315.914062
	Iteration 1F: 3 clusters Score -8509142 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -8509668.000000 Penalty: 5315.914062
	Iteration 2Q: 3 clusters Score -8509668 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -8510174.000000 Penalty: 5315.914062
	Iteration 3Q: 3 clusters Score -8510174 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -8510645.000000 Penalty: 5315.914062
	Iteration 4Q: 3 clusters Score -8510645 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -8511192.000000 Penalty: 5315.914062
	Iteration 5Q: 3 clusters Score -8511192 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -8511922.000000 Penalty: 5315.914062
	Iteration 6Q: 3 clusters Score -8511922 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -8512870.000000 Penalty: 5315.914062
	Iteration 7Q: 3 clusters Score -8512870 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -8514252.000000 Penalty: 5315.914062
	Iteration 8F: 3 clusters Score -8514252 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -8515959.000000 Penalty: 5315.914062
	Iteration 9F: 3 clusters Score -8515959 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -8517849.000000 Penalty: 5315.914062
	Iteration 10F: 3 clusters Score -8517849 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -8519730.000000 Penalty: 5315.914062
	Iteration 11F: 3 clusters Score -8519730 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -8521118.000000 Penalty: 5315.914062
	Iteration 12Q: 3 clusters Score -8521118 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -8522108.000000 Penalty: 5315.914062
	Iteration 13Q: 3 clusters Score -8522108 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -8522718.000000 Penalty: 5315.914062
	Iteration 14Q: 3 clusters Score -8522718 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -8523136.000000 Penalty: 5315.914062
	Iteration 15Q: 3 clusters Score -8523136 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -8523451.000000 Penalty: 5315.914062
	Iteration 16Q: 3 clusters Score -8523451 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -8523769.000000 Penalty: 5315.914062
	Iteration 17Q: 3 clusters Score -8523769 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -8523986.000000 Penalty: 5315.914062
	Iteration 18Q: 3 clusters Score -8523986 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -8524094.000000 Penalty: 5315.914062
	Iteration 19Q: 3 clusters Score -8524094 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -8524228.000000 Penalty: 5315.914062
	Iteration 20F: 3 clusters Score -8524228 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -8524339.000000 Penalty: 5315.914062
	Iteration 21Q: 3 clusters Score -8524339 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -8524413.000000 Penalty: 5315.914062
	Iteration 22Q: 3 clusters Score -8524413 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -8524424.000000 Penalty: 5315.914062
	Iteration 23Q: 3 clusters Score -8524424 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -8524475.000000 Penalty: 5315.914062
	Iteration 24Q: 3 clusters Score -8524475 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -8524469.000000 Penalty: 5315.914062
	Iteration 25Q: 3 clusters Score -8524469 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -8524503.000000 Penalty: 5315.914062
	Iteration 26Q: 3 clusters Score -8524503 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -8524553.000000 Penalty: 5315.914062
	Iteration 27Q: 3 clusters Score -8524553 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -8524582.000000 Penalty: 5315.914062
	Iteration 28Q: 3 clusters Score -8524582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -8524624.000000 Penalty: 5315.914062
	Iteration 29Q: 3 clusters Score -8524624 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -8524653.000000 Penalty: 5315.914062
	Iteration 30Q: 3 clusters Score -8524653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -8524647.000000 Penalty: 5315.914062
	Iteration 31Q: 3 clusters Score -8524647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8524669.000000 Penalty: 5315.914062
	Iteration 32Q: 3 clusters Score -8524669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8524672.000000 Penalty: 5315.914062
	Iteration 33Q: 3 clusters Score -8524672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8524668.000000 Penalty: 5315.914062
	Iteration 34Q: 3 clusters Score -8524668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -8524686.000000 Penalty: 5315.914062
	Iteration 35Q: 3 clusters Score -8524686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -8524680.000000 Penalty: 5315.914062
	Iteration 36Q: 3 clusters Score -8524680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -8524674.000000 Penalty: 5315.914062
	Iteration 37Q: 3 clusters Score -8524674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -8524679.000000 Penalty: 5315.914062
	Iteration 38Q: 3 clusters Score -8524679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -8524676.000000 Penalty: 5315.914062
	Iteration 39Q: 3 clusters Score -8524676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -8524675.000000 Penalty: 5315.914062
	Iteration 40F: 3 clusters Score -8524675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -8524668.000000 Penalty: 5315.914062
	Iteration 41Q: 3 clusters Score -8524668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -8524677.000000 Penalty: 5315.914062
	Iteration 42Q: 3 clusters Score -8524677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -8524675.000000 Penalty: 5315.914062
	Iteration 43Q: 3 clusters Score -8524675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -8524671.000000 Penalty: 5315.914062
	Iteration 44Q: 3 clusters Score -8524671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -8524669.000000 Penalty: 5315.914062
	Iteration 45Q: 3 clusters Score -8524669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -8524671.000000 Penalty: 5315.914062
	Iteration 46Q: 3 clusters Score -8524671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8524673.000000 Penalty: 5315.914062
	Iteration 47Q: 3 clusters Score -8524673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -8524670.000000 Penalty: 5315.914062
	Iteration 48Q: 3 clusters Score -8524670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -8524671.000000 Penalty: 5315.914062
	Iteration 49Q: 3 clusters Score -8524671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8524667.000000 Penalty: 5315.914062
	Iteration 50Q: 3 clusters Score -8524667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8524665.000000 Penalty: 5315.914062
	Iteration 51Q: 3 clusters Score -8524665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8524666.000000 Penalty: 5315.914062
	Iteration 52Q: 3 clusters Score -8524666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -8524667.000000 Penalty: 5315.914062
	Iteration 53Q: 3 clusters Score -8524667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -8524680.000000 Penalty: 5315.914062
	Iteration 54Q: 3 clusters Score -8524680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -8524672.000000 Penalty: 5315.914062
	Iteration 55Q: 3 clusters Score -8524672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -8524677.000000 Penalty: 5315.914062
	Iteration 56Q: 3 clusters Score -8524677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -8524677.000000 Penalty: 5315.914062
	Iteration 57F: 3 clusters Score -8524677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -221240.718750 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -221240.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -219088.250000 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -219088.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -219505.890625 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -219505.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -219670.703125 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -219670.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -219812.578125 Penalty: 3579.488037
	Iteration 3F: 3 clusters Score -219812.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -219906.656250 Penalty: 3579.488037
	Iteration 4Q: 3 clusters Score -219906.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -219976.078125 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -219976.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -220014.406250 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -220014.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -220043.843750 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -220043.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -220067.609375 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -220067.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -220078.671875 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -220078.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -220087.265625 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -220087.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -220095.468750 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -220095.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220109.437500 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -220109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -220116.515625 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -220116.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -220126.468750 Penalty: 3579.488037
	Iteration 14Q: 3 clusters Score -220126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -220132.828125 Penalty: 3579.488037
	Iteration 15Q: 3 clusters Score -220132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -220140.703125 Penalty: 3579.488037
	Iteration 16Q: 3 clusters Score -220140.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -220145.578125 Penalty: 3579.488037
	Iteration 17Q: 3 clusters Score -220145.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -220150.015625 Penalty: 3579.488037
	Iteration 18Q: 3 clusters Score -220150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -220154.609375 Penalty: 3579.488037
	Iteration 19Q: 3 clusters Score -220154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220162.062500 Penalty: 3579.488037
	Iteration 20F: 3 clusters Score -220162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -220169.437500 Penalty: 3579.488037
	Iteration 21Q: 3 clusters Score -220169.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -220176.062500 Penalty: 3579.488037
	Iteration 22Q: 3 clusters Score -220176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -220181.187500 Penalty: 3579.488037
	Iteration 23Q: 3 clusters Score -220181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -220186.453125 Penalty: 3579.488037
	Iteration 24Q: 3 clusters Score -220186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -220193.203125 Penalty: 3579.488037
	Iteration 25Q: 3 clusters Score -220193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -220196.546875 Penalty: 3579.488037
	Iteration 26Q: 3 clusters Score -220196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -220197.390625 Penalty: 3579.488037
	Iteration 27Q: 3 clusters Score -220197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -220197.984375 Penalty: 3579.488037
	Iteration 28Q: 3 clusters Score -220198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -220198.171875 Penalty: 3579.488037
	Iteration 29Q: 3 clusters Score -220198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -220198.171875 Penalty: 3579.488037
	Iteration 30F: 3 clusters Score -220198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -132150.468750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -132150.5 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 468 members 
Entering Unmasked Estep 
Score: -130313.039062 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -130313 nChanged 269
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: -130958.781250 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -130958.8 nChanged 110
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: -131298.234375 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131298.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131572.375000 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -131572.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -131895.312500 Penalty: 3395.556396
	Iteration 4F: 3 clusters Score -131895.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132209.703125 Penalty: 3395.556396
	Iteration 5F: 3 clusters Score -132209.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -132350.671875 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -132350.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132418.671875 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -132418.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132455.812500 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -132455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -132483.203125 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -132483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132508.984375 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -132509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -132521.734375 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -132521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132532.750000 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -132532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -132546.046875 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -132546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132554.109375 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -132554.1 nChanged 3
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: -132568.421875 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -132568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132574.000000 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -132574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132582.203125 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -132582.2 nChanged 1
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: -132582.687500 Penalty: 3395.556396
	Iteration 18Q: 3 clusters Score -132582.7 nChanged 0
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: -132599.187500 Penalty: 3395.556396
	Iteration 19F: 3 clusters Score -132599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -132619.656250 Penalty: 3395.556396
	Iteration 20F: 3 clusters Score -132619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -132627.984375 Penalty: 3395.556396
	Iteration 21Q: 3 clusters Score -132628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -132631.093750 Penalty: 3395.556396
	Iteration 22Q: 3 clusters Score -132631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -132636.468750 Penalty: 3395.556396
	Iteration 23Q: 3 clusters Score -132636.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -132639.484375 Penalty: 3395.556396
	Iteration 24F: 3 clusters Score -132639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -132645.765625 Penalty: 3395.556396
	Iteration 25Q: 3 clusters Score -132645.8 nChanged 1
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: -132650.062500 Penalty: 3395.556396
	Iteration 26Q: 3 clusters Score -132650.1 nChanged 2
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: -132656.328125 Penalty: 3395.556396
	Iteration 27Q: 3 clusters Score -132656.3 nChanged 0
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: -132656.328125 Penalty: 3395.556396
	Iteration 28F: 3 clusters Score -132656.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31277 members 
Mstep: Class 3 contains 42774 members 
Mstep: Class 4 contains 42346 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43041 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45062 members 
Mstep: Class 10 contains 45377 members 
Mstep: Class 11 contains 46469 members 
Mstep: Class 12 contains 34108 members 
Mstep: Class 13 contains 47026 members 
Mstep: Class 14 contains 45142 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 417 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3835 members 
Mstep: Class 20 contains 45512 members 
Mstep: Class 21 contains 42721 members 
Mstep: Class 22 contains 52316 members 
Mstep: Class 23 contains 523 members 
Entering Unmasked Estep 
Score: -106695856.000000 Penalty: 75744.453125
Splitting cluster 16 changes total score from -106697240.000000 to -106695856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -60943.625000 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -60943.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59634.816406 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -59634.82 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59908.066406 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -59908.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60032.660156 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -60032.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60059.472656 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -60059.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60072.503906 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -60072.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60072.503906 Penalty: 2950.225586
	Iteration 5F: 3 clusters Score -60072.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -409839.281250 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -409839.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -407002.000000 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -407002 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -407750.562500 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -407750.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -408009.968750 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -408010 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -408206.156250 Penalty: 3853.192383
	Iteration 3F: 3 clusters Score -408206.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -408338.593750 Penalty: 3853.192383
	Iteration 4F: 3 clusters Score -408338.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -408423.000000 Penalty: 3853.192383
	Iteration 5Q: 3 clusters Score -408423 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -408496.062500 Penalty: 3853.192383
	Iteration 6Q: 3 clusters Score -408496.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -408543.406250 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -408543.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -408587.437500 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -408587.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -408617.687500 Penalty: 3853.192383
	Iteration 9Q: 3 clusters Score -408617.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -408645.343750 Penalty: 3853.192383
	Iteration 10Q: 3 clusters Score -408645.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -408662.156250 Penalty: 3853.192383
	Iteration 11Q: 3 clusters Score -408662.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -408673.625000 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -408673.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -408684.812500 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -408684.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -408693.187500 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -408693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -408702.031250 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -408702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -408709.125000 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -408709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -408713.781250 Penalty: 3853.192383
	Iteration 17Q: 3 clusters Score -408713.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -408723.812500 Penalty: 3853.192383
	Iteration 18Q: 3 clusters Score -408723.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -408735.031250 Penalty: 3853.192383
	Iteration 19Q: 3 clusters Score -408735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -408757.500000 Penalty: 3853.192383
	Iteration 20F: 3 clusters Score -408757.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -408787.406250 Penalty: 3853.192383
	Iteration 21Q: 3 clusters Score -408787.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -408820.843750 Penalty: 3853.192383
	Iteration 22Q: 3 clusters Score -408820.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -408858.312500 Penalty: 3853.192383
	Iteration 23Q: 3 clusters Score -408858.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -408891.937500 Penalty: 3853.192383
	Iteration 24Q: 3 clusters Score -408891.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -408921.593750 Penalty: 3853.192383
	Iteration 25Q: 3 clusters Score -408921.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -408950.437500 Penalty: 3853.192383
	Iteration 26Q: 3 clusters Score -408950.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -408967.093750 Penalty: 3853.192383
	Iteration 27Q: 3 clusters Score -408967.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -408979.500000 Penalty: 3853.192383
	Iteration 28Q: 3 clusters Score -408979.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -408996.406250 Penalty: 3853.192383
	Iteration 29Q: 3 clusters Score -408996.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -409010.500000 Penalty: 3853.192383
	Iteration 30Q: 3 clusters Score -409010.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -409035.562500 Penalty: 3853.192383
	Iteration 31Q: 3 clusters Score -409035.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -409059.375000 Penalty: 3853.192383
	Iteration 32Q: 3 clusters Score -409059.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -409084.687500 Penalty: 3853.192383
	Iteration 33Q: 3 clusters Score -409084.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -409113.156250 Penalty: 3853.192383
	Iteration 34Q: 3 clusters Score -409113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -409128.218750 Penalty: 3853.192383
	Iteration 35Q: 3 clusters Score -409128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -409142.000000 Penalty: 3853.192383
	Iteration 36Q: 3 clusters Score -409142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -409154.125000 Penalty: 3853.192383
	Iteration 37Q: 3 clusters Score -409154.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -409169.531250 Penalty: 3853.192383
	Iteration 38Q: 3 clusters Score -409169.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -409185.500000 Penalty: 3853.192383
	Iteration 39Q: 3 clusters Score -409185.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -409202.781250 Penalty: 3853.192383
	Iteration 40F: 3 clusters Score -409202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -409223.843750 Penalty: 3853.192383
	Iteration 41Q: 3 clusters Score -409223.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -409247.968750 Penalty: 3853.192383
	Iteration 42Q: 3 clusters Score -409248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -409259.062500 Penalty: 3853.192383
	Iteration 43Q: 3 clusters Score -409259.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -409272.218750 Penalty: 3853.192383
	Iteration 44Q: 3 clusters Score -409272.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -409279.437500 Penalty: 3853.192383
	Iteration 45Q: 3 clusters Score -409279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -409281.406250 Penalty: 3853.192383
	Iteration 46Q: 3 clusters Score -409281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -409284.937500 Penalty: 3853.192383
	Iteration 47Q: 3 clusters Score -409284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -409285.906250 Penalty: 3853.192383
	Iteration 48Q: 3 clusters Score -409285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -409288.875000 Penalty: 3853.192383
	Iteration 49Q: 3 clusters Score -409288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -409290.781250 Penalty: 3853.192383
	Iteration 50Q: 3 clusters Score -409290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -409291.781250 Penalty: 3853.192383
	Iteration 51Q: 3 clusters Score -409291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -409294.875000 Penalty: 3853.192383
	Iteration 52Q: 3 clusters Score -409294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -409296.687500 Penalty: 3853.192383
	Iteration 53Q: 3 clusters Score -409296.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -409299.281250 Penalty: 3853.192383
	Iteration 54Q: 3 clusters Score -409299.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -409301.250000 Penalty: 3853.192383
	Iteration 55Q: 3 clusters Score -409301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -409301.250000 Penalty: 3853.192383
	Iteration 56F: 3 clusters Score -409301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -714249.437500 Penalty: 2046.477295
	Iteration 0F: 2 clusters Score -714249.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -710564.750000 Penalty: 4092.954590
	Iteration 0F: 3 clusters Score -710564.8 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -711407.937500 Penalty: 4092.954590
	Iteration 1F: 3 clusters Score -711407.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -711603.625000 Penalty: 4092.954590
	Iteration 2F: 3 clusters Score -711603.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -711709.125000 Penalty: 4092.954590
	Iteration 3Q: 3 clusters Score -711709.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -711797.000000 Penalty: 4092.954590
	Iteration 4Q: 3 clusters Score -711797 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -711877.125000 Penalty: 4092.954590
	Iteration 5Q: 3 clusters Score -711877.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -711936.875000 Penalty: 4092.954590
	Iteration 6Q: 3 clusters Score -711936.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -711986.625000 Penalty: 4092.954590
	Iteration 7Q: 3 clusters Score -711986.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -712026.437500 Penalty: 4092.954590
	Iteration 8Q: 3 clusters Score -712026.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -712075.500000 Penalty: 4092.954590
	Iteration 9Q: 3 clusters Score -712075.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -712127.250000 Penalty: 4092.954590
	Iteration 10Q: 3 clusters Score -712127.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -712189.375000 Penalty: 4092.954590
	Iteration 11Q: 3 clusters Score -712189.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -712248.250000 Penalty: 4092.954590
	Iteration 12Q: 3 clusters Score -712248.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -712297.062500 Penalty: 4092.954590
	Iteration 13Q: 3 clusters Score -712297.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -712346.125000 Penalty: 4092.954590
	Iteration 14Q: 3 clusters Score -712346.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -712387.000000 Penalty: 4092.954590
	Iteration 15Q: 3 clusters Score -712387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -712415.750000 Penalty: 4092.954590
	Iteration 16Q: 3 clusters Score -712415.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -712448.375000 Penalty: 4092.954590
	Iteration 17Q: 3 clusters Score -712448.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -712475.250000 Penalty: 4092.954590
	Iteration 18Q: 3 clusters Score -712475.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -712506.812500 Penalty: 4092.954590
	Iteration 19Q: 3 clusters Score -712506.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -712529.625000 Penalty: 4092.954590
	Iteration 20F: 3 clusters Score -712529.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -712548.625000 Penalty: 4092.954590
	Iteration 21Q: 3 clusters Score -712548.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -712563.312500 Penalty: 4092.954590
	Iteration 22Q: 3 clusters Score -712563.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -712584.312500 Penalty: 4092.954590
	Iteration 23Q: 3 clusters Score -712584.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -712610.187500 Penalty: 4092.954590
	Iteration 24Q: 3 clusters Score -712610.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -712642.812500 Penalty: 4092.954590
	Iteration 25Q: 3 clusters Score -712642.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -712665.750000 Penalty: 4092.954590
	Iteration 26Q: 3 clusters Score -712665.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -712691.375000 Penalty: 4092.954590
	Iteration 27Q: 3 clusters Score -712691.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -712716.937500 Penalty: 4092.954590
	Iteration 28Q: 3 clusters Score -712716.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -712732.687500 Penalty: 4092.954590
	Iteration 29Q: 3 clusters Score -712732.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -712747.125000 Penalty: 4092.954590
	Iteration 30Q: 3 clusters Score -712747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -712752.937500 Penalty: 4092.954590
	Iteration 31Q: 3 clusters Score -712752.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -712758.437500 Penalty: 4092.954590
	Iteration 32Q: 3 clusters Score -712758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -712761.812500 Penalty: 4092.954590
	Iteration 33Q: 3 clusters Score -712761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -712765.687500 Penalty: 4092.954590
	Iteration 34Q: 3 clusters Score -712765.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -712768.375000 Penalty: 4092.954590
	Iteration 35Q: 3 clusters Score -712768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -712769.562500 Penalty: 4092.954590
	Iteration 36Q: 3 clusters Score -712769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -712769.562500 Penalty: 4092.954590
	Iteration 37F: 3 clusters Score -712769.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Entering Unmasked Estep 
Score: -8438875.000000 Penalty: 2659.981201
	Iteration 0F: 2 clusters Score -8438875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -8409311.000000 Penalty: 5319.962402
	Iteration 0F: 3 clusters Score -8409311 nChanged 21014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -8421095.000000 Penalty: 5319.962402
	Iteration 1F: 3 clusters Score -8421095 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -8421831.000000 Penalty: 5319.962402
	Iteration 2Q: 3 clusters Score -8421831 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -8422900.000000 Penalty: 5319.962402
	Iteration 3Q: 3 clusters Score -8422900 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -8424341.000000 Penalty: 5319.962402
	Iteration 4F: 3 clusters Score -8424341 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -8426578.000000 Penalty: 5319.962402
	Iteration 5F: 3 clusters Score -8426578 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -8429695.000000 Penalty: 5319.962402
	Iteration 6F: 3 clusters Score -8429695 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -8433089.000000 Penalty: 5319.962402
	Iteration 7F: 3 clusters Score -8433089 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8435161.000000 Penalty: 5319.962402
	Iteration 8F: 3 clusters Score -8435161 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8435993.000000 Penalty: 5319.962402
	Iteration 9Q: 3 clusters Score -8435993 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8436307.000000 Penalty: 5319.962402
	Iteration 10Q: 3 clusters Score -8436307 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8436450.000000 Penalty: 5319.962402
	Iteration 11Q: 3 clusters Score -8436450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8436521.000000 Penalty: 5319.962402
	Iteration 12Q: 3 clusters Score -8436521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8436563.000000 Penalty: 5319.962402
	Iteration 13Q: 3 clusters Score -8436563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8436577.000000 Penalty: 5319.962402
	Iteration 14Q: 3 clusters Score -8436577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8436592.000000 Penalty: 5319.962402
	Iteration 15Q: 3 clusters Score -8436592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8436601.000000 Penalty: 5319.962402
	Iteration 16Q: 3 clusters Score -8436601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8436618.000000 Penalty: 5319.962402
	Iteration 17Q: 3 clusters Score -8436618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8436622.000000 Penalty: 5319.962402
	Iteration 18Q: 3 clusters Score -8436622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8436630.000000 Penalty: 5319.962402
	Iteration 19Q: 3 clusters Score -8436630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8436635.000000 Penalty: 5319.962402
	Iteration 20F: 3 clusters Score -8436635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8436647.000000 Penalty: 5319.962402
	Iteration 21Q: 3 clusters Score -8436647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8436659.000000 Penalty: 5319.962402
	Iteration 22Q: 3 clusters Score -8436659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8436667.000000 Penalty: 5319.962402
	Iteration 23Q: 3 clusters Score -8436667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8436665.000000 Penalty: 5319.962402
	Iteration 24Q: 3 clusters Score -8436665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8436666.000000 Penalty: 5319.962402
	Iteration 25Q: 3 clusters Score -8436666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8436666.000000 Penalty: 5319.962402
	Iteration 26F: 3 clusters Score -8436666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Entering Unmasked Estep 
Score: -7939463.000000 Penalty: 2644.286621
	Iteration 0F: 2 clusters Score -7939463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -7911004.000000 Penalty: 5288.573242
	Iteration 0F: 3 clusters Score -7911004 nChanged 19619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -7921523.000000 Penalty: 5288.573242
	Iteration 1F: 3 clusters Score -7921523 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -7921942.500000 Penalty: 5288.573242
	Iteration 2Q: 3 clusters Score -7921942 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -7922338.500000 Penalty: 5288.573242
	Iteration 3Q: 3 clusters Score -7922338 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -7922691.000000 Penalty: 5288.573242
	Iteration 4Q: 3 clusters Score -7922691 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -7922965.500000 Penalty: 5288.573242
	Iteration 5Q: 3 clusters Score -7922966 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -7923189.500000 Penalty: 5288.573242
	Iteration 6Q: 3 clusters Score -7923190 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -7923425.500000 Penalty: 5288.573242
	Iteration 7Q: 3 clusters Score -7923426 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -7923655.500000 Penalty: 5288.573242
	Iteration 8Q: 3 clusters Score -7923656 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -7923968.500000 Penalty: 5288.573242
	Iteration 9Q: 3 clusters Score -7923968 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -7924490.000000 Penalty: 5288.573242
	Iteration 10Q: 3 clusters Score -7924490 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -7925336.500000 Penalty: 5288.573242
	Iteration 11Q: 3 clusters Score -7925336 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -7926727.500000 Penalty: 5288.573242
	Iteration 12F: 3 clusters Score -7926728 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -7928911.000000 Penalty: 5288.573242
	Iteration 13F: 3 clusters Score -7928911 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -7931546.000000 Penalty: 5288.573242
	Iteration 14F: 3 clusters Score -7931546 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -7934130.000000 Penalty: 5288.573242
	Iteration 15F: 3 clusters Score -7934130 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -7935768.500000 Penalty: 5288.573242
	Iteration 16Q: 3 clusters Score -7935768 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -7936575.500000 Penalty: 5288.573242
	Iteration 17Q: 3 clusters Score -7936576 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -7936856.000000 Penalty: 5288.573242
	Iteration 18Q: 3 clusters Score -7936856 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -7937000.000000 Penalty: 5288.573242
	Iteration 19Q: 3 clusters Score -7937000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -7937070.000000 Penalty: 5288.573242
	Iteration 20F: 3 clusters Score -7937070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -7937124.000000 Penalty: 5288.573242
	Iteration 21Q: 3 clusters Score -7937124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -7937142.500000 Penalty: 5288.573242
	Iteration 22Q: 3 clusters Score -7937142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -7937142.000000 Penalty: 5288.573242
	Iteration 23Q: 3 clusters Score -7937142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -7937144.500000 Penalty: 5288.573242
	Iteration 24Q: 3 clusters Score -7937144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -7937144.000000 Penalty: 5288.573242
	Iteration 25Q: 3 clusters Score -7937144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -7937142.500000 Penalty: 5288.573242
	Iteration 26Q: 3 clusters Score -7937142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -7937150.000000 Penalty: 5288.573242
	Iteration 27Q: 3 clusters Score -7937150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -7937145.000000 Penalty: 5288.573242
	Iteration 28Q: 3 clusters Score -7937145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -7937147.000000 Penalty: 5288.573242
	Iteration 29Q: 3 clusters Score -7937147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -7937147.000000 Penalty: 5288.573242
	Iteration 30F: 3 clusters Score -7937147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Entering Unmasked Estep 
Score: -9772803.000000 Penalty: 2694.534424
	Iteration 0F: 2 clusters Score -9772803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -9742446.000000 Penalty: 5389.068848
	Iteration 0F: 3 clusters Score -9742446 nChanged 24075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -9755354.000000 Penalty: 5389.068848
	Iteration 1F: 3 clusters Score -9755354 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -9755764.000000 Penalty: 5389.068848
	Iteration 2Q: 3 clusters Score -9755764 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -9756018.000000 Penalty: 5389.068848
	Iteration 3Q: 3 clusters Score -9756018 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -9756332.000000 Penalty: 5389.068848
	Iteration 4Q: 3 clusters Score -9756332 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -9756652.000000 Penalty: 5389.068848
	Iteration 5Q: 3 clusters Score -9756652 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -9756974.000000 Penalty: 5389.068848
	Iteration 6Q: 3 clusters Score -9756974 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -9757278.000000 Penalty: 5389.068848
	Iteration 7Q: 3 clusters Score -9757278 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -9757539.000000 Penalty: 5389.068848
	Iteration 8Q: 3 clusters Score -9757539 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -9757947.000000 Penalty: 5389.068848
	Iteration 9Q: 3 clusters Score -9757947 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -9758469.000000 Penalty: 5389.068848
	Iteration 10Q: 3 clusters Score -9758469 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -9759146.000000 Penalty: 5389.068848
	Iteration 11Q: 3 clusters Score -9759146 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -9760092.000000 Penalty: 5389.068848
	Iteration 12Q: 3 clusters Score -9760092 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -9761429.000000 Penalty: 5389.068848
	Iteration 13Q: 3 clusters Score -9761429 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -9763140.000000 Penalty: 5389.068848
	Iteration 14F: 3 clusters Score -9763140 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -9765015.000000 Penalty: 5389.068848
	Iteration 15F: 3 clusters Score -9765015 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -9766755.000000 Penalty: 5389.068848
	Iteration 16F: 3 clusters Score -9766755 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -9767781.000000 Penalty: 5389.068848
	Iteration 17Q: 3 clusters Score -9767781 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -9768383.000000 Penalty: 5389.068848
	Iteration 18Q: 3 clusters Score -9768383 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -9768751.000000 Penalty: 5389.068848
	Iteration 19Q: 3 clusters Score -9768751 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -9768959.000000 Penalty: 5389.068848
	Iteration 20F: 3 clusters Score -9768959 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -9769001.000000 Penalty: 5389.068848
	Iteration 21Q: 3 clusters Score -9769001 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -9769151.000000 Penalty: 5389.068848
	Iteration 22Q: 3 clusters Score -9769151 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -9769287.000000 Penalty: 5389.068848
	Iteration 23Q: 3 clusters Score -9769287 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -9769508.000000 Penalty: 5389.068848
	Iteration 24Q: 3 clusters Score -9769508 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -9769695.000000 Penalty: 5389.068848
	Iteration 25Q: 3 clusters Score -9769695 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -9769771.000000 Penalty: 5389.068848
	Iteration 26Q: 3 clusters Score -9769771 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -9769863.000000 Penalty: 5389.068848
	Iteration 27Q: 3 clusters Score -9769863 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -9769920.000000 Penalty: 5389.068848
	Iteration 28Q: 3 clusters Score -9769920 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -9770006.000000 Penalty: 5389.068848
	Iteration 29Q: 3 clusters Score -9770006 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -9770064.000000 Penalty: 5389.068848
	Iteration 30Q: 3 clusters Score -9770064 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -9770096.000000 Penalty: 5389.068848
	Iteration 31Q: 3 clusters Score -9770096 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -9770160.000000 Penalty: 5389.068848
	Iteration 32Q: 3 clusters Score -9770160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -9770184.000000 Penalty: 5389.068848
	Iteration 33Q: 3 clusters Score -9770184 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -9770227.000000 Penalty: 5389.068848
	Iteration 34Q: 3 clusters Score -9770227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -9770224.000000 Penalty: 5389.068848
	Iteration 35Q: 3 clusters Score -9770224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -9770263.000000 Penalty: 5389.068848
	Iteration 36Q: 3 clusters Score -9770263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -9770286.000000 Penalty: 5389.068848
	Iteration 37Q: 3 clusters Score -9770286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -9770337.000000 Penalty: 5389.068848
	Iteration 38Q: 3 clusters Score -9770337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -9770341.000000 Penalty: 5389.068848
	Iteration 39Q: 3 clusters Score -9770341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -9770335.000000 Penalty: 5389.068848
	Iteration 40F: 3 clusters Score -9770335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -9770340.000000 Penalty: 5389.068848
	Iteration 41Q: 3 clusters Score -9770340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -9770354.000000 Penalty: 5389.068848
	Iteration 42Q: 3 clusters Score -9770354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -9770382.000000 Penalty: 5389.068848
	Iteration 43Q: 3 clusters Score -9770382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -9770384.000000 Penalty: 5389.068848
	Iteration 44Q: 3 clusters Score -9770384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -9770401.000000 Penalty: 5389.068848
	Iteration 45Q: 3 clusters Score -9770401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -9770420.000000 Penalty: 5389.068848
	Iteration 46Q: 3 clusters Score -9770420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -9770424.000000 Penalty: 5389.068848
	Iteration 47Q: 3 clusters Score -9770424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -9770429.000000 Penalty: 5389.068848
	Iteration 48Q: 3 clusters Score -9770429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -9770435.000000 Penalty: 5389.068848
	Iteration 49Q: 3 clusters Score -9770435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -9770439.000000 Penalty: 5389.068848
	Iteration 50Q: 3 clusters Score -9770439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -9770446.000000 Penalty: 5389.068848
	Iteration 51Q: 3 clusters Score -9770446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -9770440.000000 Penalty: 5389.068848
	Iteration 52Q: 3 clusters Score -9770440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -9770444.000000 Penalty: 5389.068848
	Iteration 53Q: 3 clusters Score -9770444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -9770445.000000 Penalty: 5389.068848
	Iteration 54Q: 3 clusters Score -9770445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -9770445.000000 Penalty: 5389.068848
	Iteration 55Q: 3 clusters Score -9770445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -9770451.000000 Penalty: 5389.068848
	Iteration 56Q: 3 clusters Score -9770451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -9770459.000000 Penalty: 5389.068848
	Iteration 57Q: 3 clusters Score -9770459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -9770455.000000 Penalty: 5389.068848
	Iteration 58Q: 3 clusters Score -9770455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -9770454.000000 Penalty: 5389.068848
	Iteration 59Q: 3 clusters Score -9770454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -9770452.000000 Penalty: 5389.068848
	Iteration 60F: 3 clusters Score -9770452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -9770463.000000 Penalty: 5389.068848
	Iteration 61Q: 3 clusters Score -9770463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -9770463.000000 Penalty: 5389.068848
	Iteration 62F: 3 clusters Score -9770463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31277 members 
Mstep: Class 3 contains 42774 members 
Mstep: Class 4 contains 42346 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43041 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45062 members 
Mstep: Class 10 contains 45377 members 
Mstep: Class 11 contains 46469 members 
Mstep: Class 12 contains 34108 members 
Mstep: Class 13 contains 47026 members 
Mstep: Class 14 contains 45142 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3835 members 
Mstep: Class 20 contains 45512 members 
Mstep: Class 21 contains 42721 members 
Mstep: Class 22 contains 52316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697120.000000 Penalty: 72451.218750
Iteration 359Q: 23 clusters Score -1.066971e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31276 members 
Mstep: Class 3 contains 42795 members 
Mstep: Class 4 contains 42532 members 
Mstep: Class 5 contains 10327 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43094 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44979 members 
Mstep: Class 10 contains 45361 members 
Mstep: Class 11 contains 46485 members 
Mstep: Class 12 contains 33847 members 
Mstep: Class 13 contains 47092 members 
Mstep: Class 14 contains 45241 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 45523 members 
Mstep: Class 21 contains 42723 members 
Mstep: Class 22 contains 52273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697512.000000 Penalty: 72451.218750
Iteration 360F: 23 clusters Score -1.066975e+08 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31277 members 
Mstep: Class 3 contains 42820 members 
Mstep: Class 4 contains 42714 members 
Mstep: Class 5 contains 10261 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43122 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44981 members 
Mstep: Class 10 contains 45359 members 
Mstep: Class 11 contains 46461 members 
Mstep: Class 12 contains 33583 members 
Mstep: Class 13 contains 47157 members 
Mstep: Class 14 contains 45337 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 45506 members 
Mstep: Class 21 contains 42727 members 
Mstep: Class 22 contains 52231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697648.000000 Penalty: 72451.218750
Iteration 361Q: 23 clusters Score -1.066976e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31288 members 
Mstep: Class 3 contains 42860 members 
Mstep: Class 4 contains 42933 members 
Mstep: Class 5 contains 10218 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43141 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44923 members 
Mstep: Class 10 contains 45329 members 
Mstep: Class 11 contains 46459 members 
Mstep: Class 12 contains 33342 members 
Mstep: Class 13 contains 47191 members 
Mstep: Class 14 contains 45434 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 45492 members 
Mstep: Class 21 contains 42722 members 
Mstep: Class 22 contains 52189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697864.000000 Penalty: 72451.218750
Iteration 362Q: 23 clusters Score -1.066979e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31286 members 
Mstep: Class 3 contains 42862 members 
Mstep: Class 4 contains 43150 members 
Mstep: Class 5 contains 10172 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43172 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44920 members 
Mstep: Class 10 contains 45294 members 
Mstep: Class 11 contains 46465 members 
Mstep: Class 12 contains 33114 members 
Mstep: Class 13 contains 47212 members 
Mstep: Class 14 contains 45481 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 45479 members 
Mstep: Class 21 contains 42708 members 
Mstep: Class 22 contains 52190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697696.000000 Penalty: 72451.218750
Iteration 363Q: 23 clusters Score -1.066977e+08 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31294 members 
Mstep: Class 3 contains 42844 members 
Mstep: Class 4 contains 43361 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43173 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44911 members 
Mstep: Class 10 contains 45259 members 
Mstep: Class 11 contains 46469 members 
Mstep: Class 12 contains 32879 members 
Mstep: Class 13 contains 47210 members 
Mstep: Class 14 contains 45618 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3909 members 
Mstep: Class 20 contains 45479 members 
Mstep: Class 21 contains 42687 members 
Mstep: Class 22 contains 52200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697952.000000 Penalty: 72451.218750
Iteration 364Q: 23 clusters Score -1.06698e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31307 members 
Mstep: Class 3 contains 42822 members 
Mstep: Class 4 contains 43551 members 
Mstep: Class 5 contains 10045 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43165 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44903 members 
Mstep: Class 10 contains 45231 members 
Mstep: Class 11 contains 46467 members 
Mstep: Class 12 contains 32645 members 
Mstep: Class 13 contains 47221 members 
Mstep: Class 14 contains 45719 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3921 members 
Mstep: Class 20 contains 45493 members 
Mstep: Class 21 contains 42662 members 
Mstep: Class 22 contains 52245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697672.000000 Penalty: 72451.218750
Iteration 365Q: 23 clusters Score -1.066977e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31322 members 
Mstep: Class 3 contains 42843 members 
Mstep: Class 4 contains 43734 members 
Mstep: Class 5 contains 10003 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43119 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44938 members 
Mstep: Class 10 contains 45196 members 
Mstep: Class 11 contains 46469 members 
Mstep: Class 12 contains 32418 members 
Mstep: Class 13 contains 47231 members 
Mstep: Class 14 contains 45809 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 20 contains 45503 members 
Mstep: Class 21 contains 42624 members 
Mstep: Class 22 contains 52252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697840.000000 Penalty: 72451.218750
Iteration 366Q: 23 clusters Score -1.066978e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31336 members 
Mstep: Class 3 contains 42852 members 
Mstep: Class 4 contains 43916 members 
Mstep: Class 5 contains 9959 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43090 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45014 members 
Mstep: Class 10 contains 45175 members 
Mstep: Class 11 contains 46464 members 
Mstep: Class 12 contains 32202 members 
Mstep: Class 13 contains 47226 members 
Mstep: Class 14 contains 45866 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 45477 members 
Mstep: Class 21 contains 42589 members 
Mstep: Class 22 contains 52277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697856.000000 Penalty: 72451.218750
Iteration 367Q: 23 clusters Score -1.066979e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31352 members 
Mstep: Class 3 contains 42894 members 
Mstep: Class 4 contains 44091 members 
Mstep: Class 5 contains 9914 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43070 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45058 members 
Mstep: Class 10 contains 45176 members 
Mstep: Class 11 contains 46460 members 
Mstep: Class 12 contains 31982 members 
Mstep: Class 13 contains 47234 members 
Mstep: Class 14 contains 45920 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 45452 members 
Mstep: Class 21 contains 42564 members 
Mstep: Class 22 contains 52266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697944.000000 Penalty: 72451.218750
Iteration 368Q: 23 clusters Score -1.066979e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31363 members 
Mstep: Class 3 contains 42923 members 
Mstep: Class 4 contains 44269 members 
Mstep: Class 5 contains 9859 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43057 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45097 members 
Mstep: Class 10 contains 45159 members 
Mstep: Class 11 contains 46458 members 
Mstep: Class 12 contains 31757 members 
Mstep: Class 13 contains 47235 members 
Mstep: Class 14 contains 45992 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 45461 members 
Mstep: Class 21 contains 42550 members 
Mstep: Class 22 contains 52246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697688.000000 Penalty: 72451.218750
Iteration 369Q: 23 clusters Score -1.066977e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31376 members 
Mstep: Class 3 contains 42945 members 
Mstep: Class 4 contains 44404 members 
Mstep: Class 5 contains 9798 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43082 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45136 members 
Mstep: Class 10 contains 45140 members 
Mstep: Class 11 contains 46458 members 
Mstep: Class 12 contains 31510 members 
Mstep: Class 13 contains 47245 members 
Mstep: Class 14 contains 46083 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 45443 members 
Mstep: Class 21 contains 42527 members 
Mstep: Class 22 contains 52269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697672.000000 Penalty: 72451.218750
Iteration 370Q: 23 clusters Score -1.066977e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31377 members 
Mstep: Class 3 contains 42979 members 
Mstep: Class 4 contains 44563 members 
Mstep: Class 5 contains 9752 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43082 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45159 members 
Mstep: Class 10 contains 45128 members 
Mstep: Class 11 contains 46472 members 
Mstep: Class 12 contains 31287 members 
Mstep: Class 13 contains 47234 members 
Mstep: Class 14 contains 46125 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 45439 members 
Mstep: Class 21 contains 42507 members 
Mstep: Class 22 contains 52301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697648.000000 Penalty: 72451.218750
Iteration 371Q: 23 clusters Score -1.066976e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31373 members 
Mstep: Class 3 contains 43041 members 
Mstep: Class 4 contains 44661 members 
Mstep: Class 5 contains 9711 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43053 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45236 members 
Mstep: Class 10 contains 45110 members 
Mstep: Class 11 contains 46495 members 
Mstep: Class 12 contains 31071 members 
Mstep: Class 13 contains 47234 members 
Mstep: Class 14 contains 46171 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 4004 members 
Mstep: Class 20 contains 45435 members 
Mstep: Class 21 contains 42511 members 
Mstep: Class 22 contains 52293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697664.000000 Penalty: 72451.218750
Iteration 372Q: 23 clusters Score -1.066977e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31377 members 
Mstep: Class 3 contains 43082 members 
Mstep: Class 4 contains 44767 members 
Mstep: Class 5 contains 9658 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43021 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45346 members 
Mstep: Class 10 contains 45086 members 
Mstep: Class 11 contains 46521 members 
Mstep: Class 12 contains 30863 members 
Mstep: Class 13 contains 47221 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 4011 members 
Mstep: Class 20 contains 45424 members 
Mstep: Class 21 contains 42527 members 
Mstep: Class 22 contains 52295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697952.000000 Penalty: 72451.218750
Iteration 373Q: 23 clusters Score -1.06698e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31380 members 
Mstep: Class 3 contains 43093 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43019 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45433 members 
Mstep: Class 10 contains 45079 members 
Mstep: Class 11 contains 46556 members 
Mstep: Class 12 contains 30688 members 
Mstep: Class 13 contains 47226 members 
Mstep: Class 14 contains 46233 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 45386 members 
Mstep: Class 21 contains 42531 members 
Mstep: Class 22 contains 52288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697624.000000 Penalty: 72451.218750
Iteration 374Q: 23 clusters Score -1.066976e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31374 members 
Mstep: Class 3 contains 43099 members 
Mstep: Class 4 contains 44949 members 
Mstep: Class 5 contains 9536 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43009 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45458 members 
Mstep: Class 10 contains 45093 members 
Mstep: Class 11 contains 46593 members 
Mstep: Class 12 contains 30561 members 
Mstep: Class 13 contains 47213 members 
Mstep: Class 14 contains 46257 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 4041 members 
Mstep: Class 20 contains 45378 members 
Mstep: Class 21 contains 42531 members 
Mstep: Class 22 contains 52304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697528.000000 Penalty: 72451.218750
Iteration 375Q: 23 clusters Score -1.066975e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31381 members 
Mstep: Class 3 contains 43100 members 
Mstep: Class 4 contains 45007 members 
Mstep: Class 5 contains 9477 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42994 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45506 members 
Mstep: Class 10 contains 45094 members 
Mstep: Class 11 contains 46625 members 
Mstep: Class 12 contains 30443 members 
Mstep: Class 13 contains 47227 members 
Mstep: Class 14 contains 46295 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 45359 members 
Mstep: Class 21 contains 42525 members 
Mstep: Class 22 contains 52304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697512.000000 Penalty: 72451.218750
Iteration 376Q: 23 clusters Score -1.066975e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31378 members 
Mstep: Class 3 contains 43136 members 
Mstep: Class 4 contains 45029 members 
Mstep: Class 5 contains 9427 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42998 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45517 members 
Mstep: Class 10 contains 45064 members 
Mstep: Class 11 contains 46661 members 
Mstep: Class 12 contains 30337 members 
Mstep: Class 13 contains 47227 members 
Mstep: Class 14 contains 46353 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 45363 members 
Mstep: Class 21 contains 42516 members 
Mstep: Class 22 contains 52314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697496.000000 Penalty: 72451.218750
Iteration 377Q: 23 clusters Score -1.066975e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31380 members 
Mstep: Class 3 contains 43185 members 
Mstep: Class 4 contains 45053 members 
Mstep: Class 5 contains 9379 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42995 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45551 members 
Mstep: Class 10 contains 45020 members 
Mstep: Class 11 contains 46674 members 
Mstep: Class 12 contains 30230 members 
Mstep: Class 13 contains 47212 members 
Mstep: Class 14 contains 46415 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 4092 members 
Mstep: Class 20 contains 45336 members 
Mstep: Class 21 contains 42533 members 
Mstep: Class 22 contains 52343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697552.000000 Penalty: 72451.218750
Iteration 378Q: 23 clusters Score -1.066976e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31380 members 
Mstep: Class 3 contains 43196 members 
Mstep: Class 4 contains 45086 members 
Mstep: Class 5 contains 9341 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42984 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45570 members 
Mstep: Class 10 contains 44993 members 
Mstep: Class 11 contains 46704 members 
Mstep: Class 12 contains 30128 members 
Mstep: Class 13 contains 47201 members 
Mstep: Class 14 contains 46453 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 4105 members 
Mstep: Class 20 contains 45323 members 
Mstep: Class 21 contains 42551 members 
Mstep: Class 22 contains 52382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697304.000000 Penalty: 72451.218750
Iteration 379Q: 23 clusters Score -1.066973e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31380 members 
Mstep: Class 3 contains 43215 members 
Mstep: Class 4 contains 45114 members 
Mstep: Class 5 contains 9312 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42959 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45583 members 
Mstep: Class 10 contains 44990 members 
Mstep: Class 11 contains 46731 members 
Mstep: Class 12 contains 30012 members 
Mstep: Class 13 contains 47198 members 
Mstep: Class 14 contains 46519 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 4117 members 
Mstep: Class 20 contains 45306 members 
Mstep: Class 21 contains 42560 members 
Mstep: Class 22 contains 52400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697504.000000 Penalty: 72451.218750
Iteration 380F: 23 clusters Score -1.066975e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31387 members 
Mstep: Class 3 contains 43207 members 
Mstep: Class 4 contains 45138 members 
Mstep: Class 5 contains 9278 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42963 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45623 members 
Mstep: Class 10 contains 44955 members 
Mstep: Class 11 contains 46761 members 
Mstep: Class 12 contains 29906 members 
Mstep: Class 13 contains 47191 members 
Mstep: Class 14 contains 46511 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 4134 members 
Mstep: Class 20 contains 45300 members 
Mstep: Class 21 contains 42573 members 
Mstep: Class 22 contains 52467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697632.000000 Penalty: 72451.218750
Iteration 381Q: 23 clusters Score -1.066976e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31392 members 
Mstep: Class 3 contains 43199 members 
Mstep: Class 4 contains 45138 members 
Mstep: Class 5 contains 9249 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42956 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45680 members 
Mstep: Class 10 contains 44954 members 
Mstep: Class 11 contains 46780 members 
Mstep: Class 12 contains 29806 members 
Mstep: Class 13 contains 47194 members 
Mstep: Class 14 contains 46506 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 4153 members 
Mstep: Class 20 contains 45288 members 
Mstep: Class 21 contains 42577 members 
Mstep: Class 22 contains 52521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697728.000000 Penalty: 72451.218750
Iteration 382Q: 23 clusters Score -1.066977e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31394 members 
Mstep: Class 3 contains 43188 members 
Mstep: Class 4 contains 45133 members 
Mstep: Class 5 contains 9217 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42963 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45716 members 
Mstep: Class 10 contains 44967 members 
Mstep: Class 11 contains 46800 members 
Mstep: Class 12 contains 29678 members 
Mstep: Class 13 contains 47208 members 
Mstep: Class 14 contains 46540 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 45298 members 
Mstep: Class 21 contains 42567 members 
Mstep: Class 22 contains 52556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697760.000000 Penalty: 72451.218750
Iteration 383Q: 23 clusters Score -1.066978e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31400 members 
Mstep: Class 3 contains 43218 members 
Mstep: Class 4 contains 45137 members 
Mstep: Class 5 contains 9188 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42960 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45695 members 
Mstep: Class 10 contains 44976 members 
Mstep: Class 11 contains 46822 members 
Mstep: Class 12 contains 29536 members 
Mstep: Class 13 contains 47201 members 
Mstep: Class 14 contains 46612 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 4184 members 
Mstep: Class 20 contains 45294 members 
Mstep: Class 21 contains 42571 members 
Mstep: Class 22 contains 52601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697704.000000 Penalty: 72451.218750
Iteration 384Q: 23 clusters Score -1.066977e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31399 members 
Mstep: Class 3 contains 43239 members 
Mstep: Class 4 contains 45186 members 
Mstep: Class 5 contains 9157 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42960 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45692 members 
Mstep: Class 10 contains 45006 members 
Mstep: Class 11 contains 46830 members 
Mstep: Class 12 contains 29393 members 
Mstep: Class 13 contains 47192 members 
Mstep: Class 14 contains 46656 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4190 members 
Mstep: Class 20 contains 45301 members 
Mstep: Class 21 contains 42584 members 
Mstep: Class 22 contains 52609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698016.000000 Penalty: 72451.218750
Iteration 385Q: 23 clusters Score -1.06698e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31410 members 
Mstep: Class 3 contains 43241 members 
Mstep: Class 4 contains 45211 members 
Mstep: Class 5 contains 9127 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42964 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45752 members 
Mstep: Class 10 contains 45018 members 
Mstep: Class 11 contains 46829 members 
Mstep: Class 12 contains 29247 members 
Mstep: Class 13 contains 47178 members 
Mstep: Class 14 contains 46693 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4195 members 
Mstep: Class 20 contains 45308 members 
Mstep: Class 21 contains 42608 members 
Mstep: Class 22 contains 52614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697808.000000 Penalty: 72451.218750
Iteration 386Q: 23 clusters Score -1.066978e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31410 members 
Mstep: Class 3 contains 43259 members 
Mstep: Class 4 contains 45219 members 
Mstep: Class 5 contains 9107 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42993 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45789 members 
Mstep: Class 10 contains 45041 members 
Mstep: Class 11 contains 46828 members 
Mstep: Class 12 contains 29096 members 
Mstep: Class 13 contains 47194 members 
Mstep: Class 14 contains 46717 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 4200 members 
Mstep: Class 20 contains 45302 members 
Mstep: Class 21 contains 42621 members 
Mstep: Class 22 contains 52620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697904.000000 Penalty: 72451.218750
Iteration 387Q: 23 clusters Score -1.066979e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31405 members 
Mstep: Class 3 contains 43298 members 
Mstep: Class 4 contains 45166 members 
Mstep: Class 5 contains 9083 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43030 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45845 members 
Mstep: Class 10 contains 45066 members 
Mstep: Class 11 contains 46835 members 
Mstep: Class 12 contains 28944 members 
Mstep: Class 13 contains 47212 members 
Mstep: Class 14 contains 46739 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 4208 members 
Mstep: Class 20 contains 45288 members 
Mstep: Class 21 contains 42619 members 
Mstep: Class 22 contains 52657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697920.000000 Penalty: 72451.218750
Iteration 388Q: 23 clusters Score -1.066979e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31401 members 
Mstep: Class 3 contains 43349 members 
Mstep: Class 4 contains 45191 members 
Mstep: Class 5 contains 9065 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43058 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45814 members 
Mstep: Class 10 contains 45083 members 
Mstep: Class 11 contains 46830 members 
Mstep: Class 12 contains 28808 members 
Mstep: Class 13 contains 47237 members 
Mstep: Class 14 contains 46786 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 4218 members 
Mstep: Class 20 contains 45283 members 
Mstep: Class 21 contains 42603 members 
Mstep: Class 22 contains 52668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697744.000000 Penalty: 72451.218750
Iteration 389Q: 23 clusters Score -1.066977e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31397 members 
Mstep: Class 3 contains 43360 members 
Mstep: Class 4 contains 45198 members 
Mstep: Class 5 contains 9048 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43068 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45838 members 
Mstep: Class 10 contains 45098 members 
Mstep: Class 11 contains 46831 members 
Mstep: Class 12 contains 28669 members 
Mstep: Class 13 contains 47276 members 
Mstep: Class 14 contains 46844 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 4227 members 
Mstep: Class 20 contains 45276 members 
Mstep: Class 21 contains 42573 members 
Mstep: Class 22 contains 52689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697744.000000 Penalty: 72451.218750
Iteration 390Q: 23 clusters Score -1.066977e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31399 members 
Mstep: Class 3 contains 43357 members 
Mstep: Class 4 contains 45222 members 
Mstep: Class 5 contains 9029 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43063 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45861 members 
Mstep: Class 10 contains 45099 members 
Mstep: Class 11 contains 46846 members 
Mstep: Class 12 contains 28539 members 
Mstep: Class 13 contains 47321 members 
Mstep: Class 14 contains 46910 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 4236 members 
Mstep: Class 20 contains 45270 members 
Mstep: Class 21 contains 42533 members 
Mstep: Class 22 contains 52708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697752.000000 Penalty: 72451.218750
Iteration 391Q: 23 clusters Score -1.066978e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31401 members 
Mstep: Class 3 contains 43354 members 
Mstep: Class 4 contains 45201 members 
Mstep: Class 5 contains 9009 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43051 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45878 members 
Mstep: Class 10 contains 45122 members 
Mstep: Class 11 contains 46844 members 
Mstep: Class 12 contains 28418 members 
Mstep: Class 13 contains 47335 members 
Mstep: Class 14 contains 47016 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 4247 members 
Mstep: Class 20 contains 45258 members 
Mstep: Class 21 contains 42526 members 
Mstep: Class 22 contains 52733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697792.000000 Penalty: 72451.218750
Iteration 392Q: 23 clusters Score -1.066978e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31401 members 
Mstep: Class 3 contains 43370 members 
Mstep: Class 4 contains 45191 members 
Mstep: Class 5 contains 9000 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43031 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45881 members 
Mstep: Class 10 contains 45139 members 
Mstep: Class 11 contains 46848 members 
Mstep: Class 12 contains 28303 members 
Mstep: Class 13 contains 47339 members 
Mstep: Class 14 contains 47099 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 4260 members 
Mstep: Class 20 contains 45276 members 
Mstep: Class 21 contains 42510 members 
Mstep: Class 22 contains 52745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698024.000000 Penalty: 72451.218750
Iteration 393Q: 23 clusters Score -1.06698e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31396 members 
Mstep: Class 3 contains 43406 members 
Mstep: Class 4 contains 45154 members 
Mstep: Class 5 contains 8984 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43040 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45893 members 
Mstep: Class 10 contains 45163 members 
Mstep: Class 11 contains 46867 members 
Mstep: Class 12 contains 28182 members 
Mstep: Class 13 contains 47352 members 
Mstep: Class 14 contains 47130 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 4272 members 
Mstep: Class 20 contains 45286 members 
Mstep: Class 21 contains 42501 members 
Mstep: Class 22 contains 52766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697664.000000 Penalty: 72451.218750
Iteration 394Q: 23 clusters Score -1.066977e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31394 members 
Mstep: Class 3 contains 43405 members 
Mstep: Class 4 contains 45116 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43034 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45912 members 
Mstep: Class 10 contains 45194 members 
Mstep: Class 11 contains 46854 members 
Mstep: Class 12 contains 28065 members 
Mstep: Class 13 contains 47368 members 
Mstep: Class 14 contains 47207 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 45309 members 
Mstep: Class 21 contains 42489 members 
Mstep: Class 22 contains 52800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697824.000000 Penalty: 72451.218750
Iteration 395Q: 23 clusters Score -1.066978e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31385 members 
Mstep: Class 3 contains 43423 members 
Mstep: Class 4 contains 45125 members 
Mstep: Class 5 contains 8956 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43031 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45953 members 
Mstep: Class 10 contains 45217 members 
Mstep: Class 11 contains 46852 members 
Mstep: Class 12 contains 27964 members 
Mstep: Class 13 contains 47380 members 
Mstep: Class 14 contains 47212 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 4287 members 
Mstep: Class 20 contains 45309 members 
Mstep: Class 21 contains 42485 members 
Mstep: Class 22 contains 52810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697696.000000 Penalty: 72451.218750
Iteration 396Q: 23 clusters Score -1.066977e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31383 members 
Mstep: Class 3 contains 43446 members 
Mstep: Class 4 contains 45149 members 
Mstep: Class 5 contains 8943 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43022 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45954 members 
Mstep: Class 10 contains 45238 members 
Mstep: Class 11 contains 46846 members 
Mstep: Class 12 contains 27862 members 
Mstep: Class 13 contains 47377 members 
Mstep: Class 14 contains 47228 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 4294 members 
Mstep: Class 20 contains 45321 members 
Mstep: Class 21 contains 42494 members 
Mstep: Class 22 contains 52833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697560.000000 Penalty: 72451.218750
Iteration 397Q: 23 clusters Score -1.066976e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31378 members 
Mstep: Class 3 contains 43457 members 
Mstep: Class 4 contains 45159 members 
Mstep: Class 5 contains 8924 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43042 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45938 members 
Mstep: Class 10 contains 45268 members 
Mstep: Class 11 contains 46847 members 
Mstep: Class 12 contains 27778 members 
Mstep: Class 13 contains 47378 members 
Mstep: Class 14 contains 47226 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 4300 members 
Mstep: Class 20 contains 45330 members 
Mstep: Class 21 contains 42501 members 
Mstep: Class 22 contains 52864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697544.000000 Penalty: 72451.218750
Iteration 398Q: 23 clusters Score -1.066975e+08 nChanged 1149
Entering ConstructFrom: 
Score: -106697544.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -237527.015625 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -237527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -235510.515625 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -235510.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -236147.171875 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -236147.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -236515.546875 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -236515.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -236779.890625 Penalty: 3581.668213
	Iteration 3F: 3 clusters Score -236779.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -237047.109375 Penalty: 3581.668213
	Iteration 4F: 3 clusters Score -237047.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -237410.375000 Penalty: 3581.668213
	Iteration 5F: 3 clusters Score -237410.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -237749.578125 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -237749.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -237947.000000 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -237947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -238048.968750 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -238049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -238103.546875 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -238103.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -238125.421875 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -238125.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -238145.359375 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -238145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -238201.796875 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -238201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -238242.218750 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -238242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -238289.718750 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -238289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -238331.078125 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -238331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -238388.359375 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -238388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -238411.546875 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -238411.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -238416.656250 Penalty: 3581.668213
	Iteration 18Q: 3 clusters Score -238416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -238416.656250 Penalty: 3581.668213
	Iteration 19F: 3 clusters Score -238416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 31371 members 
Mstep: Class 3 contains 43473 members 
Mstep: Class 4 contains 45208 members 
Mstep: Class 5 contains 8907 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43052 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45910 members 
Mstep: Class 10 contains 45301 members 
Mstep: Class 11 contains 46844 members 
Mstep: Class 12 contains 27700 members 
Mstep: Class 13 contains 47405 members 
Mstep: Class 14 contains 47209 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 45312 members 
Mstep: Class 21 contains 42494 members 
Mstep: Class 22 contains 52898 members 
Mstep: Class 23 contains 1073 members 
Entering Unmasked Estep 
Score: -106697184.000000 Penalty: 75744.453125
Splitting cluster 1 changes total score from -106697544.000000 to -106697184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (31371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Entering Unmasked Estep 
Score: -5656513.000000 Penalty: 2567.702637
	Iteration 0F: 2 clusters Score -5656513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -5635177.500000 Penalty: 5135.405273
	Iteration 0F: 3 clusters Score -5635178 nChanged 14165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5642750.500000 Penalty: 5135.405273
	Iteration 1F: 3 clusters Score -5642750 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -5643193.500000 Penalty: 5135.405273
	Iteration 2Q: 3 clusters Score -5643194 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -5643592.000000 Penalty: 5135.405273
	Iteration 3Q: 3 clusters Score -5643592 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -5644049.500000 Penalty: 5135.405273
	Iteration 4Q: 3 clusters Score -5644050 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -5644702.500000 Penalty: 5135.405273
	Iteration 5Q: 3 clusters Score -5644702 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -5645723.500000 Penalty: 5135.405273
	Iteration 6F: 3 clusters Score -5645724 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -5647211.000000 Penalty: 5135.405273
	Iteration 7F: 3 clusters Score -5647211 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -5649244.500000 Penalty: 5135.405273
	Iteration 8F: 3 clusters Score -5649244 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -5651382.000000 Penalty: 5135.405273
	Iteration 9F: 3 clusters Score -5651382 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -5652924.000000 Penalty: 5135.405273
	Iteration 10F: 3 clusters Score -5652924 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -5653675.500000 Penalty: 5135.405273
	Iteration 11Q: 3 clusters Score -5653676 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -5653973.000000 Penalty: 5135.405273
	Iteration 12Q: 3 clusters Score -5653973 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -5654115.500000 Penalty: 5135.405273
	Iteration 13Q: 3 clusters Score -5654116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -5654177.500000 Penalty: 5135.405273
	Iteration 14Q: 3 clusters Score -5654178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -5654211.500000 Penalty: 5135.405273
	Iteration 15Q: 3 clusters Score -5654212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -5654227.000000 Penalty: 5135.405273
	Iteration 16Q: 3 clusters Score -5654227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -5654229.000000 Penalty: 5135.405273
	Iteration 17Q: 3 clusters Score -5654229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -5654244.000000 Penalty: 5135.405273
	Iteration 18Q: 3 clusters Score -5654244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -5654253.500000 Penalty: 5135.405273
	Iteration 19Q: 3 clusters Score -5654254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -5654253.500000 Penalty: 5135.405273
	Iteration 20F: 3 clusters Score -5654254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Entering Unmasked Estep 
Score: -8024137.500000 Penalty: 2648.614014
	Iteration 0F: 2 clusters Score -8024138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -7995277.500000 Penalty: 5297.228027
	Iteration 0F: 3 clusters Score -7995278 nChanged 19879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -8006329.000000 Penalty: 5297.228027
	Iteration 1F: 3 clusters Score -8006329 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -8006946.000000 Penalty: 5297.228027
	Iteration 2Q: 3 clusters Score -8006946 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -8007713.000000 Penalty: 5297.228027
	Iteration 3Q: 3 clusters Score -8007713 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -8008896.000000 Penalty: 5297.228027
	Iteration 4F: 3 clusters Score -8008896 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -8010475.500000 Penalty: 5297.228027
	Iteration 5F: 3 clusters Score -8010476 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -8012723.000000 Penalty: 5297.228027
	Iteration 6F: 3 clusters Score -8012723 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -8015570.000000 Penalty: 5297.228027
	Iteration 7F: 3 clusters Score -8015570 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -8018289.500000 Penalty: 5297.228027
	Iteration 8F: 3 clusters Score -8018290 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -8020407.500000 Penalty: 5297.228027
	Iteration 9Q: 3 clusters Score -8020408 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -8021622.500000 Penalty: 5297.228027
	Iteration 10Q: 3 clusters Score -8021622 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8022127.000000 Penalty: 5297.228027
	Iteration 11Q: 3 clusters Score -8022127 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -8022329.500000 Penalty: 5297.228027
	Iteration 12Q: 3 clusters Score -8022330 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -8022462.000000 Penalty: 5297.228027
	Iteration 13Q: 3 clusters Score -8022462 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8022555.000000 Penalty: 5297.228027
	Iteration 14Q: 3 clusters Score -8022555 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -8022604.000000 Penalty: 5297.228027
	Iteration 15Q: 3 clusters Score -8022604 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8022623.500000 Penalty: 5297.228027
	Iteration 16Q: 3 clusters Score -8022624 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8022658.500000 Penalty: 5297.228027
	Iteration 17Q: 3 clusters Score -8022658 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -8022674.000000 Penalty: 5297.228027
	Iteration 18Q: 3 clusters Score -8022674 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8022709.500000 Penalty: 5297.228027
	Iteration 19Q: 3 clusters Score -8022710 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8022720.000000 Penalty: 5297.228027
	Iteration 20F: 3 clusters Score -8022720 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8022744.500000 Penalty: 5297.228027
	Iteration 21Q: 3 clusters Score -8022744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8022763.000000 Penalty: 5297.228027
	Iteration 22Q: 3 clusters Score -8022763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8022787.000000 Penalty: 5297.228027
	Iteration 23Q: 3 clusters Score -8022787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8022790.000000 Penalty: 5297.228027
	Iteration 24Q: 3 clusters Score -8022790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8022788.000000 Penalty: 5297.228027
	Iteration 25Q: 3 clusters Score -8022788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8022795.000000 Penalty: 5297.228027
	Iteration 26Q: 3 clusters Score -8022795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8022791.500000 Penalty: 5297.228027
	Iteration 27Q: 3 clusters Score -8022792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8022798.000000 Penalty: 5297.228027
	Iteration 28Q: 3 clusters Score -8022798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8022787.500000 Penalty: 5297.228027
	Iteration 29Q: 3 clusters Score -8022788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8022772.000000 Penalty: 5297.228027
	Iteration 30Q: 3 clusters Score -8022772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8022782.000000 Penalty: 5297.228027
	Iteration 31Q: 3 clusters Score -8022782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8022785.000000 Penalty: 5297.228027
	Iteration 32Q: 3 clusters Score -8022785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8022798.000000 Penalty: 5297.228027
	Iteration 33Q: 3 clusters Score -8022798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8022799.500000 Penalty: 5297.228027
	Iteration 34Q: 3 clusters Score -8022800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8022796.000000 Penalty: 5297.228027
	Iteration 35Q: 3 clusters Score -8022796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8022799.500000 Penalty: 5297.228027
	Iteration 36Q: 3 clusters Score -8022800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8022793.500000 Penalty: 5297.228027
	Iteration 37Q: 3 clusters Score -8022794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8022784.000000 Penalty: 5297.228027
	Iteration 38Q: 3 clusters Score -8022784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8022778.000000 Penalty: 5297.228027
	Iteration 39Q: 3 clusters Score -8022778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8022767.500000 Penalty: 5297.228027
	Iteration 40F: 3 clusters Score -8022768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8022779.000000 Penalty: 5297.228027
	Iteration 41Q: 3 clusters Score -8022779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8022782.000000 Penalty: 5297.228027
	Iteration 42Q: 3 clusters Score -8022782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -8022781.500000 Penalty: 5297.228027
	Iteration 43Q: 3 clusters Score -8022782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8022779.500000 Penalty: 5297.228027
	Iteration 44Q: 3 clusters Score -8022780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8022778.500000 Penalty: 5297.228027
	Iteration 45Q: 3 clusters Score -8022778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8022784.000000 Penalty: 5297.228027
	Iteration 46Q: 3 clusters Score -8022784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8022791.000000 Penalty: 5297.228027
	Iteration 47Q: 3 clusters Score -8022791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8022792.000000 Penalty: 5297.228027
	Iteration 48Q: 3 clusters Score -8022792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8022794.500000 Penalty: 5297.228027
	Iteration 49Q: 3 clusters Score -8022794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8022803.500000 Penalty: 5297.228027
	Iteration 50Q: 3 clusters Score -8022804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8022797.000000 Penalty: 5297.228027
	Iteration 51Q: 3 clusters Score -8022797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8022797.500000 Penalty: 5297.228027
	Iteration 52Q: 3 clusters Score -8022798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8022797.000000 Penalty: 5297.228027
	Iteration 53Q: 3 clusters Score -8022797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8022803.500000 Penalty: 5297.228027
	Iteration 54Q: 3 clusters Score -8022804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8022803.500000 Penalty: 5297.228027
	Iteration 55F: 3 clusters Score -8022804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Entering Unmasked Estep 
Score: -8434909.000000 Penalty: 2658.319336
	Iteration 0F: 2 clusters Score -8434909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -8405394.000000 Penalty: 5316.638672
	Iteration 0F: 3 clusters Score -8405394 nChanged 20813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -8416857.000000 Penalty: 5316.638672
	Iteration 1F: 3 clusters Score -8416857 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -8417491.000000 Penalty: 5316.638672
	Iteration 2Q: 3 clusters Score -8417491 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -8418046.000000 Penalty: 5316.638672
	Iteration 3Q: 3 clusters Score -8418046 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -8418685.000000 Penalty: 5316.638672
	Iteration 4Q: 3 clusters Score -8418685 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -8419533.000000 Penalty: 5316.638672
	Iteration 5Q: 3 clusters Score -8419533 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -8420939.000000 Penalty: 5316.638672
	Iteration 6F: 3 clusters Score -8420939 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -8422930.000000 Penalty: 5316.638672
	Iteration 7F: 3 clusters Score -8422930 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -8425471.000000 Penalty: 5316.638672
	Iteration 8F: 3 clusters Score -8425471 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -8427865.000000 Penalty: 5316.638672
	Iteration 9F: 3 clusters Score -8427865 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -8429753.000000 Penalty: 5316.638672
	Iteration 10Q: 3 clusters Score -8429753 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -8431017.000000 Penalty: 5316.638672
	Iteration 11Q: 3 clusters Score -8431017 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8431703.000000 Penalty: 5316.638672
	Iteration 12Q: 3 clusters Score -8431703 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8432149.000000 Penalty: 5316.638672
	Iteration 13Q: 3 clusters Score -8432149 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -8432382.000000 Penalty: 5316.638672
	Iteration 14Q: 3 clusters Score -8432382 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8432548.000000 Penalty: 5316.638672
	Iteration 15Q: 3 clusters Score -8432548 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -8432649.000000 Penalty: 5316.638672
	Iteration 16Q: 3 clusters Score -8432649 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -8432692.000000 Penalty: 5316.638672
	Iteration 17Q: 3 clusters Score -8432692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -8432700.000000 Penalty: 5316.638672
	Iteration 18Q: 3 clusters Score -8432700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -8432724.000000 Penalty: 5316.638672
	Iteration 19Q: 3 clusters Score -8432724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -8432736.000000 Penalty: 5316.638672
	Iteration 20F: 3 clusters Score -8432736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -8432769.000000 Penalty: 5316.638672
	Iteration 21Q: 3 clusters Score -8432769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -8432783.000000 Penalty: 5316.638672
	Iteration 22Q: 3 clusters Score -8432783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -8432797.000000 Penalty: 5316.638672
	Iteration 23Q: 3 clusters Score -8432797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -8432800.000000 Penalty: 5316.638672
	Iteration 24Q: 3 clusters Score -8432800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -8432800.000000 Penalty: 5316.638672
	Iteration 25Q: 3 clusters Score -8432800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -8432816.000000 Penalty: 5316.638672
	Iteration 26Q: 3 clusters Score -8432816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -8432829.000000 Penalty: 5316.638672
	Iteration 27Q: 3 clusters Score -8432829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8432836.000000 Penalty: 5316.638672
	Iteration 28Q: 3 clusters Score -8432836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -8432844.000000 Penalty: 5316.638672
	Iteration 29Q: 3 clusters Score -8432844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -8432849.000000 Penalty: 5316.638672
	Iteration 30Q: 3 clusters Score -8432849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -8432852.000000 Penalty: 5316.638672
	Iteration 31Q: 3 clusters Score -8432852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -8432859.000000 Penalty: 5316.638672
	Iteration 32Q: 3 clusters Score -8432859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -8432858.000000 Penalty: 5316.638672
	Iteration 33Q: 3 clusters Score -8432858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -8432854.000000 Penalty: 5316.638672
	Iteration 34Q: 3 clusters Score -8432854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -8432862.000000 Penalty: 5316.638672
	Iteration 35Q: 3 clusters Score -8432862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -8432867.000000 Penalty: 5316.638672
	Iteration 36Q: 3 clusters Score -8432867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -8432866.000000 Penalty: 5316.638672
	Iteration 37Q: 3 clusters Score -8432866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -8432866.000000 Penalty: 5316.638672
	Iteration 38F: 3 clusters Score -8432866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Entering Unmasked Estep 
Score: -1648015.000000 Penalty: 2255.458984
	Iteration 0F: 2 clusters Score -1648015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1641005.875000 Penalty: 4510.917969
	Iteration 0F: 3 clusters Score -1641006 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1642991.125000 Penalty: 4510.917969
	Iteration 1F: 3 clusters Score -1642991 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1643269.500000 Penalty: 4510.917969
	Iteration 2F: 3 clusters Score -1643270 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1643503.250000 Penalty: 4510.917969
	Iteration 3F: 3 clusters Score -1643503 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1643670.875000 Penalty: 4510.917969
	Iteration 4Q: 3 clusters Score -1643671 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1643813.875000 Penalty: 4510.917969
	Iteration 5Q: 3 clusters Score -1643814 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1643947.500000 Penalty: 4510.917969
	Iteration 6Q: 3 clusters Score -1643948 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1644096.125000 Penalty: 4510.917969
	Iteration 7Q: 3 clusters Score -1644096 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1644257.625000 Penalty: 4510.917969
	Iteration 8Q: 3 clusters Score -1644258 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1644412.250000 Penalty: 4510.917969
	Iteration 9Q: 3 clusters Score -1644412 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1644582.375000 Penalty: 4510.917969
	Iteration 10Q: 3 clusters Score -1644582 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1644777.125000 Penalty: 4510.917969
	Iteration 11Q: 3 clusters Score -1644777 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1644987.000000 Penalty: 4510.917969
	Iteration 12Q: 3 clusters Score -1644987 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1645207.375000 Penalty: 4510.917969
	Iteration 13Q: 3 clusters Score -1645207 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1645436.375000 Penalty: 4510.917969
	Iteration 14Q: 3 clusters Score -1645436 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1645624.375000 Penalty: 4510.917969
	Iteration 15Q: 3 clusters Score -1645624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1645771.125000 Penalty: 4510.917969
	Iteration 16Q: 3 clusters Score -1645771 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1645882.875000 Penalty: 4510.917969
	Iteration 17Q: 3 clusters Score -1645883 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1645963.250000 Penalty: 4510.917969
	Iteration 18Q: 3 clusters Score -1645963 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1646023.000000 Penalty: 4510.917969
	Iteration 19Q: 3 clusters Score -1646023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1646054.625000 Penalty: 4510.917969
	Iteration 20F: 3 clusters Score -1646055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1646082.125000 Penalty: 4510.917969
	Iteration 21Q: 3 clusters Score -1646082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1646100.625000 Penalty: 4510.917969
	Iteration 22Q: 3 clusters Score -1646101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1646122.125000 Penalty: 4510.917969
	Iteration 23Q: 3 clusters Score -1646122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1646133.125000 Penalty: 4510.917969
	Iteration 24Q: 3 clusters Score -1646133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1646139.250000 Penalty: 4510.917969
	Iteration 25Q: 3 clusters Score -1646139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1646143.125000 Penalty: 4510.917969
	Iteration 26Q: 3 clusters Score -1646143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1646146.500000 Penalty: 4510.917969
	Iteration 27Q: 3 clusters Score -1646146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1646152.000000 Penalty: 4510.917969
	Iteration 28Q: 3 clusters Score -1646152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1646154.500000 Penalty: 4510.917969
	Iteration 29Q: 3 clusters Score -1646154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1646158.000000 Penalty: 4510.917969
	Iteration 30Q: 3 clusters Score -1646158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1646163.000000 Penalty: 4510.917969
	Iteration 31Q: 3 clusters Score -1646163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1646167.625000 Penalty: 4510.917969
	Iteration 32Q: 3 clusters Score -1646168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1646171.000000 Penalty: 4510.917969
	Iteration 33Q: 3 clusters Score -1646171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1646173.750000 Penalty: 4510.917969
	Iteration 34Q: 3 clusters Score -1646174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1646175.750000 Penalty: 4510.917969
	Iteration 35Q: 3 clusters Score -1646176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1646177.375000 Penalty: 4510.917969
	Iteration 36Q: 3 clusters Score -1646177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1646178.750000 Penalty: 4510.917969
	Iteration 37Q: 3 clusters Score -1646179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1646179.750000 Penalty: 4510.917969
	Iteration 38Q: 3 clusters Score -1646180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1646181.875000 Penalty: 4510.917969
	Iteration 39Q: 3 clusters Score -1646182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1646183.500000 Penalty: 4510.917969
	Iteration 40F: 3 clusters Score -1646184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1646181.000000 Penalty: 4510.917969
	Iteration 41Q: 3 clusters Score -1646181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1646180.250000 Penalty: 4510.917969
	Iteration 42Q: 3 clusters Score -1646180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1646182.250000 Penalty: 4510.917969
	Iteration 43Q: 3 clusters Score -1646182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1646183.500000 Penalty: 4510.917969
	Iteration 44Q: 3 clusters Score -1646184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1646183.500000 Penalty: 4510.917969
	Iteration 45F: 3 clusters Score -1646184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -77940.679688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -77940.68 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 327 members 
Entering Unmasked Estep 
Score: -76389.054688 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -76389.05 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76774.054688 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -76774.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76923.398438 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -76923.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76991.781250 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -76991.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77053.953125 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -77053.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77080.156250 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -77080.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77092.835938 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -77092.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -77108.335938 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -77108.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77131.437500 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -77131.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77142.617188 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -77142.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77144.070312 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -77144.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77145.789062 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -77145.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77147.539062 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -77147.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77150.820312 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -77150.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77151.882812 Penalty: 3220.901855
	Iteration 14F: 3 clusters Score -77151.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77156.070312 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -77156.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77162.406250 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -77162.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77169.148438 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -77169.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77171.460938 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -77171.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77171.460938 Penalty: 3220.901855
	Iteration 19F: 3 clusters Score -77171.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Entering Unmasked Estep 
Score: -7976962.000000 Penalty: 2646.200684
	Iteration 0F: 2 clusters Score -7976962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -7948126.500000 Penalty: 5292.401367
	Iteration 0F: 3 clusters Score -7948126 nChanged 19842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -7959839.500000 Penalty: 5292.401367
	Iteration 1F: 3 clusters Score -7959840 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -7961229.500000 Penalty: 5292.401367
	Iteration 2F: 3 clusters Score -7961230 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -7962782.000000 Penalty: 5292.401367
	Iteration 3F: 3 clusters Score -7962782 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -7964502.500000 Penalty: 5292.401367
	Iteration 4F: 3 clusters Score -7964502 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -7966277.000000 Penalty: 5292.401367
	Iteration 5F: 3 clusters Score -7966277 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -7967834.500000 Penalty: 5292.401367
	Iteration 6F: 3 clusters Score -7967834 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -7969013.000000 Penalty: 5292.401367
	Iteration 7F: 3 clusters Score -7969013 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -7969794.500000 Penalty: 5292.401367
	Iteration 8Q: 3 clusters Score -7969794 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -7970145.500000 Penalty: 5292.401367
	Iteration 9Q: 3 clusters Score -7970146 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -7970306.500000 Penalty: 5292.401367
	Iteration 10Q: 3 clusters Score -7970306 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -7970430.500000 Penalty: 5292.401367
	Iteration 11Q: 3 clusters Score -7970430 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -7970500.500000 Penalty: 5292.401367
	Iteration 12Q: 3 clusters Score -7970500 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -7970615.500000 Penalty: 5292.401367
	Iteration 13Q: 3 clusters Score -7970616 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -7970653.500000 Penalty: 5292.401367
	Iteration 14Q: 3 clusters Score -7970654 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -7970713.500000 Penalty: 5292.401367
	Iteration 15Q: 3 clusters Score -7970714 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -7970764.000000 Penalty: 5292.401367
	Iteration 16Q: 3 clusters Score -7970764 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -7970799.000000 Penalty: 5292.401367
	Iteration 17Q: 3 clusters Score -7970799 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -7970912.500000 Penalty: 5292.401367
	Iteration 18Q: 3 clusters Score -7970912 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -7970985.500000 Penalty: 5292.401367
	Iteration 19Q: 3 clusters Score -7970986 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -7971086.500000 Penalty: 5292.401367
	Iteration 20F: 3 clusters Score -7971086 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -7971167.500000 Penalty: 5292.401367
	Iteration 21Q: 3 clusters Score -7971168 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -7971251.000000 Penalty: 5292.401367
	Iteration 22Q: 3 clusters Score -7971251 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -7971332.000000 Penalty: 5292.401367
	Iteration 23Q: 3 clusters Score -7971332 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -7971489.500000 Penalty: 5292.401367
	Iteration 24Q: 3 clusters Score -7971490 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -7971626.500000 Penalty: 5292.401367
	Iteration 25Q: 3 clusters Score -7971626 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -7971802.000000 Penalty: 5292.401367
	Iteration 26Q: 3 clusters Score -7971802 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -7972010.500000 Penalty: 5292.401367
	Iteration 27Q: 3 clusters Score -7972010 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -7972232.000000 Penalty: 5292.401367
	Iteration 28Q: 3 clusters Score -7972232 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -7972444.500000 Penalty: 5292.401367
	Iteration 29Q: 3 clusters Score -7972444 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -7972722.000000 Penalty: 5292.401367
	Iteration 30Q: 3 clusters Score -7972722 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -7972900.500000 Penalty: 5292.401367
	Iteration 31Q: 3 clusters Score -7972900 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -7973106.000000 Penalty: 5292.401367
	Iteration 32Q: 3 clusters Score -7973106 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -7973354.000000 Penalty: 5292.401367
	Iteration 33Q: 3 clusters Score -7973354 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -7973554.500000 Penalty: 5292.401367
	Iteration 34Q: 3 clusters Score -7973554 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -7973684.000000 Penalty: 5292.401367
	Iteration 35Q: 3 clusters Score -7973684 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -7973807.500000 Penalty: 5292.401367
	Iteration 36Q: 3 clusters Score -7973808 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -7973922.000000 Penalty: 5292.401367
	Iteration 37Q: 3 clusters Score -7973922 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -7974037.500000 Penalty: 5292.401367
	Iteration 38Q: 3 clusters Score -7974038 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -7974210.000000 Penalty: 5292.401367
	Iteration 39Q: 3 clusters Score -7974210 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -7974334.500000 Penalty: 5292.401367
	Iteration 40F: 3 clusters Score -7974334 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -7974454.500000 Penalty: 5292.401367
	Iteration 41Q: 3 clusters Score -7974454 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -7974537.500000 Penalty: 5292.401367
	Iteration 42Q: 3 clusters Score -7974538 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -7974621.000000 Penalty: 5292.401367
	Iteration 43Q: 3 clusters Score -7974621 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -7974689.000000 Penalty: 5292.401367
	Iteration 44Q: 3 clusters Score -7974689 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -7974772.000000 Penalty: 5292.401367
	Iteration 45Q: 3 clusters Score -7974772 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -7974814.500000 Penalty: 5292.401367
	Iteration 46Q: 3 clusters Score -7974814 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -7974871.500000 Penalty: 5292.401367
	Iteration 47Q: 3 clusters Score -7974872 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -7974931.500000 Penalty: 5292.401367
	Iteration 48Q: 3 clusters Score -7974932 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -7974955.500000 Penalty: 5292.401367
	Iteration 49Q: 3 clusters Score -7974956 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -7975004.000000 Penalty: 5292.401367
	Iteration 50Q: 3 clusters Score -7975004 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -7975060.500000 Penalty: 5292.401367
	Iteration 51Q: 3 clusters Score -7975060 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -7975109.500000 Penalty: 5292.401367
	Iteration 52Q: 3 clusters Score -7975110 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -7975152.500000 Penalty: 5292.401367
	Iteration 53Q: 3 clusters Score -7975152 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -7975198.000000 Penalty: 5292.401367
	Iteration 54Q: 3 clusters Score -7975198 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -7975227.500000 Penalty: 5292.401367
	Iteration 55Q: 3 clusters Score -7975228 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -7975300.500000 Penalty: 5292.401367
	Iteration 56Q: 3 clusters Score -7975300 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -7975329.000000 Penalty: 5292.401367
	Iteration 57Q: 3 clusters Score -7975329 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -7975385.500000 Penalty: 5292.401367
	Iteration 58Q: 3 clusters Score -7975386 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -7975445.500000 Penalty: 5292.401367
	Iteration 59Q: 3 clusters Score -7975446 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -7975490.000000 Penalty: 5292.401367
	Iteration 60F: 3 clusters Score -7975490 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -7975538.500000 Penalty: 5292.401367
	Iteration 61Q: 3 clusters Score -7975538 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -7975561.000000 Penalty: 5292.401367
	Iteration 62Q: 3 clusters Score -7975561 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -7975587.500000 Penalty: 5292.401367
	Iteration 63Q: 3 clusters Score -7975588 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -7975622.000000 Penalty: 5292.401367
	Iteration 64Q: 3 clusters Score -7975622 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -7975659.000000 Penalty: 5292.401367
	Iteration 65Q: 3 clusters Score -7975659 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -7975683.000000 Penalty: 5292.401367
	Iteration 66Q: 3 clusters Score -7975683 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -7975695.500000 Penalty: 5292.401367
	Iteration 67Q: 3 clusters Score -7975696 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -7975716.000000 Penalty: 5292.401367
	Iteration 68Q: 3 clusters Score -7975716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -7975756.000000 Penalty: 5292.401367
	Iteration 69Q: 3 clusters Score -7975756 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -7975775.500000 Penalty: 5292.401367
	Iteration 70Q: 3 clusters Score -7975776 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -7975781.000000 Penalty: 5292.401367
	Iteration 71Q: 3 clusters Score -7975781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -7975800.500000 Penalty: 5292.401367
	Iteration 72Q: 3 clusters Score -7975800 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -7975824.500000 Penalty: 5292.401367
	Iteration 73Q: 3 clusters Score -7975824 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -7975833.500000 Penalty: 5292.401367
	Iteration 74Q: 3 clusters Score -7975834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -7975853.500000 Penalty: 5292.401367
	Iteration 75Q: 3 clusters Score -7975854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -7975880.500000 Penalty: 5292.401367
	Iteration 76Q: 3 clusters Score -7975880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -7975875.500000 Penalty: 5292.401367
	Iteration 77Q: 3 clusters Score -7975876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -7975888.000000 Penalty: 5292.401367
	Iteration 78Q: 3 clusters Score -7975888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -7975885.000000 Penalty: 5292.401367
	Iteration 79Q: 3 clusters Score -7975885 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7975897.000000 Penalty: 5292.401367
	Iteration 80F: 3 clusters Score -7975897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -7975911.500000 Penalty: 5292.401367
	Iteration 81Q: 3 clusters Score -7975912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -7975905.500000 Penalty: 5292.401367
	Iteration 82Q: 3 clusters Score -7975906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -7975911.000000 Penalty: 5292.401367
	Iteration 83Q: 3 clusters Score -7975911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -7975927.000000 Penalty: 5292.401367
	Iteration 84Q: 3 clusters Score -7975927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -7975922.500000 Penalty: 5292.401367
	Iteration 85Q: 3 clusters Score -7975922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -7975923.500000 Penalty: 5292.401367
	Iteration 86Q: 3 clusters Score -7975924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -7975929.000000 Penalty: 5292.401367
	Iteration 87Q: 3 clusters Score -7975929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7975932.000000 Penalty: 5292.401367
	Iteration 88Q: 3 clusters Score -7975932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -7975928.500000 Penalty: 5292.401367
	Iteration 89Q: 3 clusters Score -7975928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -7975924.500000 Penalty: 5292.401367
	Iteration 90Q: 3 clusters Score -7975924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -7975913.000000 Penalty: 5292.401367
	Iteration 91Q: 3 clusters Score -7975913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -7975920.000000 Penalty: 5292.401367
	Iteration 92Q: 3 clusters Score -7975920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -7975922.000000 Penalty: 5292.401367
	Iteration 93Q: 3 clusters Score -7975922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -7975917.500000 Penalty: 5292.401367
	Iteration 94Q: 3 clusters Score -7975918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -7975919.500000 Penalty: 5292.401367
	Iteration 95Q: 3 clusters Score -7975920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -7975947.000000 Penalty: 5292.401367
	Iteration 96Q: 3 clusters Score -7975947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7975950.000000 Penalty: 5292.401367
	Iteration 97Q: 3 clusters Score -7975950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -7975940.000000 Penalty: 5292.401367
	Iteration 98Q: 3 clusters Score -7975940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -7975959.500000 Penalty: 5292.401367
	Iteration 99Q: 3 clusters Score -7975960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -7975969.000000 Penalty: 5292.401367
	Iteration 100F: 3 clusters Score -7975969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -7975964.500000 Penalty: 5292.401367
	Iteration 101Q: 3 clusters Score -7975964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -7975967.000000 Penalty: 5292.401367
	Iteration 102Q: 3 clusters Score -7975967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -7975967.000000 Penalty: 5292.401367
	Iteration 103Q: 3 clusters Score -7975967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -7975975.000000 Penalty: 5292.401367
	Iteration 104Q: 3 clusters Score -7975975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -7975974.500000 Penalty: 5292.401367
	Iteration 105Q: 3 clusters Score -7975974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -7975989.000000 Penalty: 5292.401367
	Iteration 106Q: 3 clusters Score -7975989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -7975993.500000 Penalty: 5292.401367
	Iteration 107Q: 3 clusters Score -7975994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -7975993.500000 Penalty: 5292.401367
	Iteration 108Q: 3 clusters Score -7975994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -7975990.000000 Penalty: 5292.401367
	Iteration 109Q: 3 clusters Score -7975990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -7975987.500000 Penalty: 5292.401367
	Iteration 110Q: 3 clusters Score -7975988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -7975996.500000 Penalty: 5292.401367
	Iteration 111Q: 3 clusters Score -7975996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -7975998.000000 Penalty: 5292.401367
	Iteration 112Q: 3 clusters Score -7975998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -7976008.500000 Penalty: 5292.401367
	Iteration 113Q: 3 clusters Score -7976008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -7976006.500000 Penalty: 5292.401367
	Iteration 114Q: 3 clusters Score -7976006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -7976006.000000 Penalty: 5292.401367
	Iteration 115Q: 3 clusters Score -7976006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -7976000.500000 Penalty: 5292.401367
	Iteration 116Q: 3 clusters Score -7976000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -7976002.500000 Penalty: 5292.401367
	Iteration 117Q: 3 clusters Score -7976002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -7976001.500000 Penalty: 5292.401367
	Iteration 118Q: 3 clusters Score -7976002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -7976002.500000 Penalty: 5292.401367
	Iteration 119Q: 3 clusters Score -7976002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7976004.000000 Penalty: 5292.401367
	Iteration 120F: 3 clusters Score -7976004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -7976001.000000 Penalty: 5292.401367
	Iteration 121Q: 3 clusters Score -7976001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -7976001.000000 Penalty: 5292.401367
	Iteration 122F: 3 clusters Score -7976001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -32279.650391 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -32279.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31055.412109 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -31055.41 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31400.324219 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -31400.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31569.693359 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -31569.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31631.345703 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -31631.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31664.554688 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -31664.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31700.396484 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -31700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31701.826172 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -31701.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31706.564453 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -31706.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31707.687500 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -31707.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31707.687500 Penalty: 2951.518799
	Iteration 9F: 3 clusters Score -31707.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Entering Unmasked Estep 
Score: -8597914.000000 Penalty: 2662.140625
	Iteration 0F: 2 clusters Score -8597914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -8568374.000000 Penalty: 5324.281250
	Iteration 0F: 3 clusters Score -8568374 nChanged 21067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -8579673.000000 Penalty: 5324.281250
	Iteration 1F: 3 clusters Score -8579673 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8580157.000000 Penalty: 5324.281250
	Iteration 2Q: 3 clusters Score -8580157 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -8580649.000000 Penalty: 5324.281250
	Iteration 3Q: 3 clusters Score -8580649 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -8581131.000000 Penalty: 5324.281250
	Iteration 4Q: 3 clusters Score -8581131 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -8581695.000000 Penalty: 5324.281250
	Iteration 5Q: 3 clusters Score -8581695 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -8582573.000000 Penalty: 5324.281250
	Iteration 6Q: 3 clusters Score -8582573 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -8583850.000000 Penalty: 5324.281250
	Iteration 7F: 3 clusters Score -8583850 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -8585859.000000 Penalty: 5324.281250
	Iteration 8F: 3 clusters Score -8585859 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -8588350.000000 Penalty: 5324.281250
	Iteration 9F: 3 clusters Score -8588350 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -8590805.000000 Penalty: 5324.281250
	Iteration 10F: 3 clusters Score -8590805 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -8592654.000000 Penalty: 5324.281250
	Iteration 11Q: 3 clusters Score -8592654 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -8593933.000000 Penalty: 5324.281250
	Iteration 12Q: 3 clusters Score -8593933 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -8594626.000000 Penalty: 5324.281250
	Iteration 13Q: 3 clusters Score -8594626 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8595024.000000 Penalty: 5324.281250
	Iteration 14Q: 3 clusters Score -8595024 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -8595273.000000 Penalty: 5324.281250
	Iteration 15Q: 3 clusters Score -8595273 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8595417.000000 Penalty: 5324.281250
	Iteration 16Q: 3 clusters Score -8595417 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8595524.000000 Penalty: 5324.281250
	Iteration 17Q: 3 clusters Score -8595524 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -8595571.000000 Penalty: 5324.281250
	Iteration 18Q: 3 clusters Score -8595571 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -8595624.000000 Penalty: 5324.281250
	Iteration 19Q: 3 clusters Score -8595624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -8595639.000000 Penalty: 5324.281250
	Iteration 20F: 3 clusters Score -8595639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -8595659.000000 Penalty: 5324.281250
	Iteration 21Q: 3 clusters Score -8595659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8595681.000000 Penalty: 5324.281250
	Iteration 22Q: 3 clusters Score -8595681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -8595689.000000 Penalty: 5324.281250
	Iteration 23Q: 3 clusters Score -8595689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -8595692.000000 Penalty: 5324.281250
	Iteration 24Q: 3 clusters Score -8595692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -8595703.000000 Penalty: 5324.281250
	Iteration 25Q: 3 clusters Score -8595703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -8595701.000000 Penalty: 5324.281250
	Iteration 26Q: 3 clusters Score -8595701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -8595709.000000 Penalty: 5324.281250
	Iteration 27Q: 3 clusters Score -8595709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8595714.000000 Penalty: 5324.281250
	Iteration 28Q: 3 clusters Score -8595714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8595720.000000 Penalty: 5324.281250
	Iteration 29Q: 3 clusters Score -8595720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8595736.000000 Penalty: 5324.281250
	Iteration 30Q: 3 clusters Score -8595736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -8595735.000000 Penalty: 5324.281250
	Iteration 31Q: 3 clusters Score -8595735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -8595731.000000 Penalty: 5324.281250
	Iteration 32Q: 3 clusters Score -8595731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -8595741.000000 Penalty: 5324.281250
	Iteration 33Q: 3 clusters Score -8595741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -8595740.000000 Penalty: 5324.281250
	Iteration 34Q: 3 clusters Score -8595740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -8595750.000000 Penalty: 5324.281250
	Iteration 35Q: 3 clusters Score -8595750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -8595752.000000 Penalty: 5324.281250
	Iteration 36Q: 3 clusters Score -8595752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8595755.000000 Penalty: 5324.281250
	Iteration 37Q: 3 clusters Score -8595755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8595755.000000 Penalty: 5324.281250
	Iteration 38F: 3 clusters Score -8595755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Entering Unmasked Estep 
Score: -8333499.000000 Penalty: 2658.829102
	Iteration 0F: 2 clusters Score -8333499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -8303550.000000 Penalty: 5317.658203
	Iteration 0F: 3 clusters Score -8303550 nChanged 20728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -8314763.500000 Penalty: 5317.658203
	Iteration 1F: 3 clusters Score -8314764 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -8315184.500000 Penalty: 5317.658203
	Iteration 2Q: 3 clusters Score -8315184 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -8315618.000000 Penalty: 5317.658203
	Iteration 3Q: 3 clusters Score -8315618 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -8315936.000000 Penalty: 5317.658203
	Iteration 4Q: 3 clusters Score -8315936 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -8316192.500000 Penalty: 5317.658203
	Iteration 5Q: 3 clusters Score -8316192 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -8316424.500000 Penalty: 5317.658203
	Iteration 6Q: 3 clusters Score -8316424 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -8316691.500000 Penalty: 5317.658203
	Iteration 7Q: 3 clusters Score -8316692 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -8317030.500000 Penalty: 5317.658203
	Iteration 8Q: 3 clusters Score -8317030 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -8317468.500000 Penalty: 5317.658203
	Iteration 9Q: 3 clusters Score -8317468 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -8318258.500000 Penalty: 5317.658203
	Iteration 10Q: 3 clusters Score -8318258 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -8319419.000000 Penalty: 5317.658203
	Iteration 11Q: 3 clusters Score -8319419 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -8321077.000000 Penalty: 5317.658203
	Iteration 12F: 3 clusters Score -8321077 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -8323332.500000 Penalty: 5317.658203
	Iteration 13F: 3 clusters Score -8323332 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -8325609.000000 Penalty: 5317.658203
	Iteration 14F: 3 clusters Score -8325609 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -8327418.000000 Penalty: 5317.658203
	Iteration 15Q: 3 clusters Score -8327418 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -8328671.000000 Penalty: 5317.658203
	Iteration 16Q: 3 clusters Score -8328671 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -8329425.000000 Penalty: 5317.658203
	Iteration 17Q: 3 clusters Score -8329425 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -8330137.000000 Penalty: 5317.658203
	Iteration 18Q: 3 clusters Score -8330137 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -8330669.500000 Penalty: 5317.658203
	Iteration 19Q: 3 clusters Score -8330670 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -8331047.500000 Penalty: 5317.658203
	Iteration 20F: 3 clusters Score -8331048 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -8331367.500000 Penalty: 5317.658203
	Iteration 21Q: 3 clusters Score -8331368 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -8331556.000000 Penalty: 5317.658203
	Iteration 22Q: 3 clusters Score -8331556 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -8331632.500000 Penalty: 5317.658203
	Iteration 23Q: 3 clusters Score -8331632 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -8331719.000000 Penalty: 5317.658203
	Iteration 24Q: 3 clusters Score -8331719 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -8331772.000000 Penalty: 5317.658203
	Iteration 25Q: 3 clusters Score -8331772 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -8331826.500000 Penalty: 5317.658203
	Iteration 26Q: 3 clusters Score -8331826 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8331868.000000 Penalty: 5317.658203
	Iteration 27Q: 3 clusters Score -8331868 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -8331886.500000 Penalty: 5317.658203
	Iteration 28Q: 3 clusters Score -8331886 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -8331911.000000 Penalty: 5317.658203
	Iteration 29Q: 3 clusters Score -8331911 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -8331916.500000 Penalty: 5317.658203
	Iteration 30Q: 3 clusters Score -8331916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -8331906.500000 Penalty: 5317.658203
	Iteration 31Q: 3 clusters Score -8331906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -8331920.000000 Penalty: 5317.658203
	Iteration 32Q: 3 clusters Score -8331920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -8331916.500000 Penalty: 5317.658203
	Iteration 33Q: 3 clusters Score -8331916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -8331939.500000 Penalty: 5317.658203
	Iteration 34Q: 3 clusters Score -8331940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -8331939.500000 Penalty: 5317.658203
	Iteration 35Q: 3 clusters Score -8331940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -8331954.500000 Penalty: 5317.658203
	Iteration 36Q: 3 clusters Score -8331954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8331959.000000 Penalty: 5317.658203
	Iteration 37Q: 3 clusters Score -8331959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -8331969.000000 Penalty: 5317.658203
	Iteration 38Q: 3 clusters Score -8331969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -8331966.000000 Penalty: 5317.658203
	Iteration 39Q: 3 clusters Score -8331966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8331964.500000 Penalty: 5317.658203
	Iteration 40F: 3 clusters Score -8331964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -8331953.000000 Penalty: 5317.658203
	Iteration 41Q: 3 clusters Score -8331953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -8331953.500000 Penalty: 5317.658203
	Iteration 42Q: 3 clusters Score -8331954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8331937.000000 Penalty: 5317.658203
	Iteration 43Q: 3 clusters Score -8331937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -8331945.000000 Penalty: 5317.658203
	Iteration 44Q: 3 clusters Score -8331945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8331934.000000 Penalty: 5317.658203
	Iteration 45Q: 3 clusters Score -8331934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8331927.500000 Penalty: 5317.658203
	Iteration 46Q: 3 clusters Score -8331928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -8331929.000000 Penalty: 5317.658203
	Iteration 47Q: 3 clusters Score -8331929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -8331935.500000 Penalty: 5317.658203
	Iteration 48Q: 3 clusters Score -8331936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8331921.000000 Penalty: 5317.658203
	Iteration 49Q: 3 clusters Score -8331921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8331929.500000 Penalty: 5317.658203
	Iteration 50Q: 3 clusters Score -8331930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -8331932.500000 Penalty: 5317.658203
	Iteration 51Q: 3 clusters Score -8331932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8331917.500000 Penalty: 5317.658203
	Iteration 52Q: 3 clusters Score -8331918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -8331930.500000 Penalty: 5317.658203
	Iteration 53Q: 3 clusters Score -8331930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -8331935.500000 Penalty: 5317.658203
	Iteration 54Q: 3 clusters Score -8331936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -8331934.000000 Penalty: 5317.658203
	Iteration 55Q: 3 clusters Score -8331934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -8331935.000000 Penalty: 5317.658203
	Iteration 56Q: 3 clusters Score -8331935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -8331937.000000 Penalty: 5317.658203
	Iteration 57Q: 3 clusters Score -8331937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -8331928.000000 Penalty: 5317.658203
	Iteration 58Q: 3 clusters Score -8331928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8331926.000000 Penalty: 5317.658203
	Iteration 59Q: 3 clusters Score -8331926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -8331930.500000 Penalty: 5317.658203
	Iteration 60F: 3 clusters Score -8331930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -8331924.000000 Penalty: 5317.658203
	Iteration 61Q: 3 clusters Score -8331924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -8331926.000000 Penalty: 5317.658203
	Iteration 62Q: 3 clusters Score -8331926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8331931.000000 Penalty: 5317.658203
	Iteration 63Q: 3 clusters Score -8331931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8331932.500000 Penalty: 5317.658203
	Iteration 64Q: 3 clusters Score -8331932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8331932.500000 Penalty: 5317.658203
	Iteration 65F: 3 clusters Score -8331932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Entering Unmasked Estep 
Score: -8605513.000000 Penalty: 2667.135498
	Iteration 0F: 2 clusters Score -8605513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -8575373.000000 Penalty: 5334.270996
	Iteration 0F: 3 clusters Score -8575373 nChanged 21529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -8587020.000000 Penalty: 5334.270996
	Iteration 1F: 3 clusters Score -8587020 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -8587596.000000 Penalty: 5334.270996
	Iteration 2Q: 3 clusters Score -8587596 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -8588238.000000 Penalty: 5334.270996
	Iteration 3Q: 3 clusters Score -8588238 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -8588996.000000 Penalty: 5334.270996
	Iteration 4Q: 3 clusters Score -8588996 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -8590127.000000 Penalty: 5334.270996
	Iteration 5Q: 3 clusters Score -8590127 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -8591712.000000 Penalty: 5334.270996
	Iteration 6Q: 3 clusters Score -8591712 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -8593647.000000 Penalty: 5334.270996
	Iteration 7F: 3 clusters Score -8593647 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -8595738.000000 Penalty: 5334.270996
	Iteration 8F: 3 clusters Score -8595738 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -8597710.000000 Penalty: 5334.270996
	Iteration 9F: 3 clusters Score -8597710 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -8599342.000000 Penalty: 5334.270996
	Iteration 10Q: 3 clusters Score -8599342 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -8600680.000000 Penalty: 5334.270996
	Iteration 11Q: 3 clusters Score -8600680 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8601679.000000 Penalty: 5334.270996
	Iteration 12Q: 3 clusters Score -8601679 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -8602331.000000 Penalty: 5334.270996
	Iteration 13Q: 3 clusters Score -8602331 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -8602698.000000 Penalty: 5334.270996
	Iteration 14Q: 3 clusters Score -8602698 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8602944.000000 Penalty: 5334.270996
	Iteration 15Q: 3 clusters Score -8602944 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8603114.000000 Penalty: 5334.270996
	Iteration 16Q: 3 clusters Score -8603114 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -8603251.000000 Penalty: 5334.270996
	Iteration 17Q: 3 clusters Score -8603251 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -8603327.000000 Penalty: 5334.270996
	Iteration 18Q: 3 clusters Score -8603327 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -8603376.000000 Penalty: 5334.270996
	Iteration 19Q: 3 clusters Score -8603376 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -8603416.000000 Penalty: 5334.270996
	Iteration 20F: 3 clusters Score -8603416 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -8603437.000000 Penalty: 5334.270996
	Iteration 21Q: 3 clusters Score -8603437 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -8603438.000000 Penalty: 5334.270996
	Iteration 22Q: 3 clusters Score -8603438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -8603458.000000 Penalty: 5334.270996
	Iteration 23Q: 3 clusters Score -8603458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -8603486.000000 Penalty: 5334.270996
	Iteration 24Q: 3 clusters Score -8603486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8603489.000000 Penalty: 5334.270996
	Iteration 25Q: 3 clusters Score -8603489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -8603491.000000 Penalty: 5334.270996
	Iteration 26Q: 3 clusters Score -8603491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -8603492.000000 Penalty: 5334.270996
	Iteration 27Q: 3 clusters Score -8603492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -8603502.000000 Penalty: 5334.270996
	Iteration 28Q: 3 clusters Score -8603502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -8603515.000000 Penalty: 5334.270996
	Iteration 29Q: 3 clusters Score -8603515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -8603529.000000 Penalty: 5334.270996
	Iteration 30Q: 3 clusters Score -8603529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -8603537.000000 Penalty: 5334.270996
	Iteration 31Q: 3 clusters Score -8603537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -8603542.000000 Penalty: 5334.270996
	Iteration 32Q: 3 clusters Score -8603542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8603540.000000 Penalty: 5334.270996
	Iteration 33Q: 3 clusters Score -8603540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -8603539.000000 Penalty: 5334.270996
	Iteration 34Q: 3 clusters Score -8603539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -8603539.000000 Penalty: 5334.270996
	Iteration 35Q: 3 clusters Score -8603539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -8603541.000000 Penalty: 5334.270996
	Iteration 36Q: 3 clusters Score -8603541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -8603543.000000 Penalty: 5334.270996
	Iteration 37Q: 3 clusters Score -8603543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -8603553.000000 Penalty: 5334.270996
	Iteration 38Q: 3 clusters Score -8603553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -8603553.000000 Penalty: 5334.270996
	Iteration 39Q: 3 clusters Score -8603553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8603557.000000 Penalty: 5334.270996
	Iteration 40F: 3 clusters Score -8603557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -8603541.000000 Penalty: 5334.270996
	Iteration 41Q: 3 clusters Score -8603541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8603552.000000 Penalty: 5334.270996
	Iteration 42Q: 3 clusters Score -8603552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -8603567.000000 Penalty: 5334.270996
	Iteration 43Q: 3 clusters Score -8603567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -8603574.000000 Penalty: 5334.270996
	Iteration 44Q: 3 clusters Score -8603574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -8603579.000000 Penalty: 5334.270996
	Iteration 45Q: 3 clusters Score -8603579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -8603578.000000 Penalty: 5334.270996
	Iteration 46Q: 3 clusters Score -8603578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -8603583.000000 Penalty: 5334.270996
	Iteration 47Q: 3 clusters Score -8603583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -8603586.000000 Penalty: 5334.270996
	Iteration 48Q: 3 clusters Score -8603586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -8603586.000000 Penalty: 5334.270996
	Iteration 49Q: 3 clusters Score -8603586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -8603588.000000 Penalty: 5334.270996
	Iteration 50Q: 3 clusters Score -8603588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -8603593.000000 Penalty: 5334.270996
	Iteration 51Q: 3 clusters Score -8603593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -8603585.000000 Penalty: 5334.270996
	Iteration 52Q: 3 clusters Score -8603585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -8603590.000000 Penalty: 5334.270996
	Iteration 53Q: 3 clusters Score -8603590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -8603592.000000 Penalty: 5334.270996
	Iteration 54Q: 3 clusters Score -8603592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -8603600.000000 Penalty: 5334.270996
	Iteration 55Q: 3 clusters Score -8603600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -8603602.000000 Penalty: 5334.270996
	Iteration 56Q: 3 clusters Score -8603602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -8603596.000000 Penalty: 5334.270996
	Iteration 57Q: 3 clusters Score -8603596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -8603598.000000 Penalty: 5334.270996
	Iteration 58Q: 3 clusters Score -8603598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -8603597.000000 Penalty: 5334.270996
	Iteration 59Q: 3 clusters Score -8603597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -8603603.000000 Penalty: 5334.270996
	Iteration 60F: 3 clusters Score -8603603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -8603599.000000 Penalty: 5334.270996
	Iteration 61Q: 3 clusters Score -8603599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -8603599.000000 Penalty: 5334.270996
	Iteration 62F: 3 clusters Score -8603599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Entering Unmasked Estep 
Score: -5140125.500000 Penalty: 2536.838623
	Iteration 0F: 2 clusters Score -5140126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -5121095.000000 Penalty: 5073.677246
	Iteration 0F: 3 clusters Score -5121095 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -5127806.500000 Penalty: 5073.677246
	Iteration 1F: 3 clusters Score -5127806 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -5128284.500000 Penalty: 5073.677246
	Iteration 2Q: 3 clusters Score -5128284 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -5128729.500000 Penalty: 5073.677246
	Iteration 3Q: 3 clusters Score -5128730 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -5129209.500000 Penalty: 5073.677246
	Iteration 4Q: 3 clusters Score -5129210 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -5129741.500000 Penalty: 5073.677246
	Iteration 5Q: 3 clusters Score -5129742 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -5130284.000000 Penalty: 5073.677246
	Iteration 6Q: 3 clusters Score -5130284 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5130963.500000 Penalty: 5073.677246
	Iteration 7Q: 3 clusters Score -5130964 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -5131824.000000 Penalty: 5073.677246
	Iteration 8Q: 3 clusters Score -5131824 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -5132830.000000 Penalty: 5073.677246
	Iteration 9F: 3 clusters Score -5132830 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -5133972.500000 Penalty: 5073.677246
	Iteration 10F: 3 clusters Score -5133972 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -5135067.500000 Penalty: 5073.677246
	Iteration 11F: 3 clusters Score -5135068 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -5135969.000000 Penalty: 5073.677246
	Iteration 12Q: 3 clusters Score -5135969 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -5136669.500000 Penalty: 5073.677246
	Iteration 13Q: 3 clusters Score -5136670 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -5137153.500000 Penalty: 5073.677246
	Iteration 14Q: 3 clusters Score -5137154 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -5137449.500000 Penalty: 5073.677246
	Iteration 15Q: 3 clusters Score -5137450 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -5137595.000000 Penalty: 5073.677246
	Iteration 16Q: 3 clusters Score -5137595 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -5137697.500000 Penalty: 5073.677246
	Iteration 17Q: 3 clusters Score -5137698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -5137752.500000 Penalty: 5073.677246
	Iteration 18Q: 3 clusters Score -5137752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -5137808.000000 Penalty: 5073.677246
	Iteration 19Q: 3 clusters Score -5137808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5137831.000000 Penalty: 5073.677246
	Iteration 20F: 3 clusters Score -5137831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -5137834.500000 Penalty: 5073.677246
	Iteration 21Q: 3 clusters Score -5137834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5137841.500000 Penalty: 5073.677246
	Iteration 22Q: 3 clusters Score -5137842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -5137850.500000 Penalty: 5073.677246
	Iteration 23Q: 3 clusters Score -5137850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -5137849.500000 Penalty: 5073.677246
	Iteration 24Q: 3 clusters Score -5137850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -5137854.500000 Penalty: 5073.677246
	Iteration 25Q: 3 clusters Score -5137854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -5137858.500000 Penalty: 5073.677246
	Iteration 26Q: 3 clusters Score -5137858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -5137861.000000 Penalty: 5073.677246
	Iteration 27Q: 3 clusters Score -5137861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -5137859.500000 Penalty: 5073.677246
	Iteration 28Q: 3 clusters Score -5137860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -5137858.500000 Penalty: 5073.677246
	Iteration 29Q: 3 clusters Score -5137858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -5137861.000000 Penalty: 5073.677246
	Iteration 30Q: 3 clusters Score -5137861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -5137861.000000 Penalty: 5073.677246
	Iteration 31Q: 3 clusters Score -5137861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -5137864.500000 Penalty: 5073.677246
	Iteration 32Q: 3 clusters Score -5137864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -5137864.000000 Penalty: 5073.677246
	Iteration 33Q: 3 clusters Score -5137864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -5137864.000000 Penalty: 5073.677246
	Iteration 34Q: 3 clusters Score -5137864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -5137864.000000 Penalty: 5073.677246
	Iteration 35F: 3 clusters Score -5137864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Entering Unmasked Estep 
Score: -8834994.000000 Penalty: 2670.087891
	Iteration 0F: 2 clusters Score -8834994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -8805170.000000 Penalty: 5340.175781
	Iteration 0F: 3 clusters Score -8805170 nChanged 21782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -8816859.000000 Penalty: 5340.175781
	Iteration 1F: 3 clusters Score -8816859 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -8817321.000000 Penalty: 5340.175781
	Iteration 2Q: 3 clusters Score -8817321 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -8817839.000000 Penalty: 5340.175781
	Iteration 3Q: 3 clusters Score -8817839 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -8818250.000000 Penalty: 5340.175781
	Iteration 4Q: 3 clusters Score -8818250 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -8818781.000000 Penalty: 5340.175781
	Iteration 5Q: 3 clusters Score -8818781 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -8819462.000000 Penalty: 5340.175781
	Iteration 6Q: 3 clusters Score -8819462 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -8820466.000000 Penalty: 5340.175781
	Iteration 7Q: 3 clusters Score -8820466 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -8821982.000000 Penalty: 5340.175781
	Iteration 8F: 3 clusters Score -8821982 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -8824223.000000 Penalty: 5340.175781
	Iteration 9F: 3 clusters Score -8824223 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -8827042.000000 Penalty: 5340.175781
	Iteration 10F: 3 clusters Score -8827042 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -8829826.000000 Penalty: 5340.175781
	Iteration 11F: 3 clusters Score -8829826 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -8831550.000000 Penalty: 5340.175781
	Iteration 12Q: 3 clusters Score -8831550 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -8832325.000000 Penalty: 5340.175781
	Iteration 13Q: 3 clusters Score -8832325 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8832707.000000 Penalty: 5340.175781
	Iteration 14Q: 3 clusters Score -8832707 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -8832824.000000 Penalty: 5340.175781
	Iteration 15Q: 3 clusters Score -8832824 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8832882.000000 Penalty: 5340.175781
	Iteration 16Q: 3 clusters Score -8832882 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8832946.000000 Penalty: 5340.175781
	Iteration 17Q: 3 clusters Score -8832946 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8832963.000000 Penalty: 5340.175781
	Iteration 18Q: 3 clusters Score -8832963 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8833014.000000 Penalty: 5340.175781
	Iteration 19Q: 3 clusters Score -8833014 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8833010.000000 Penalty: 5340.175781
	Iteration 20F: 3 clusters Score -8833010 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8833033.000000 Penalty: 5340.175781
	Iteration 21Q: 3 clusters Score -8833033 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8833054.000000 Penalty: 5340.175781
	Iteration 22Q: 3 clusters Score -8833054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8833075.000000 Penalty: 5340.175781
	Iteration 23Q: 3 clusters Score -8833075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8833056.000000 Penalty: 5340.175781
	Iteration 24Q: 3 clusters Score -8833056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8833049.000000 Penalty: 5340.175781
	Iteration 25Q: 3 clusters Score -8833049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8833056.000000 Penalty: 5340.175781
	Iteration 26Q: 3 clusters Score -8833056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8833051.000000 Penalty: 5340.175781
	Iteration 27Q: 3 clusters Score -8833051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8833042.000000 Penalty: 5340.175781
	Iteration 28Q: 3 clusters Score -8833042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8833040.000000 Penalty: 5340.175781
	Iteration 29Q: 3 clusters Score -8833040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8833057.000000 Penalty: 5340.175781
	Iteration 30Q: 3 clusters Score -8833057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8833040.000000 Penalty: 5340.175781
	Iteration 31Q: 3 clusters Score -8833040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8833047.000000 Penalty: 5340.175781
	Iteration 32Q: 3 clusters Score -8833047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8833050.000000 Penalty: 5340.175781
	Iteration 33Q: 3 clusters Score -8833050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8833046.000000 Penalty: 5340.175781
	Iteration 34Q: 3 clusters Score -8833046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8833049.000000 Penalty: 5340.175781
	Iteration 35Q: 3 clusters Score -8833049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8833051.000000 Penalty: 5340.175781
	Iteration 36Q: 3 clusters Score -8833051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8833057.000000 Penalty: 5340.175781
	Iteration 37Q: 3 clusters Score -8833057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8833047.000000 Penalty: 5340.175781
	Iteration 38Q: 3 clusters Score -8833047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8833050.000000 Penalty: 5340.175781
	Iteration 39Q: 3 clusters Score -8833050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8833051.000000 Penalty: 5340.175781
	Iteration 40F: 3 clusters Score -8833051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8833053.000000 Penalty: 5340.175781
	Iteration 41Q: 3 clusters Score -8833053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8833054.000000 Penalty: 5340.175781
	Iteration 42Q: 3 clusters Score -8833054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8833052.000000 Penalty: 5340.175781
	Iteration 43Q: 3 clusters Score -8833052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8833052.000000 Penalty: 5340.175781
	Iteration 44F: 3 clusters Score -8833052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Entering Unmasked Estep 
Score: -8886323.000000 Penalty: 2669.060303
	Iteration 0F: 2 clusters Score -8886323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -8857011.000000 Penalty: 5338.120605
	Iteration 0F: 3 clusters Score -8857011 nChanged 21706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -8868956.000000 Penalty: 5338.120605
	Iteration 1F: 3 clusters Score -8868956 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8869454.000000 Penalty: 5338.120605
	Iteration 2Q: 3 clusters Score -8869454 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -8869939.000000 Penalty: 5338.120605
	Iteration 3Q: 3 clusters Score -8869939 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -8870468.000000 Penalty: 5338.120605
	Iteration 4Q: 3 clusters Score -8870468 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -8871190.000000 Penalty: 5338.120605
	Iteration 5Q: 3 clusters Score -8871190 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -8872023.000000 Penalty: 5338.120605
	Iteration 6Q: 3 clusters Score -8872023 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -8873312.000000 Penalty: 5338.120605
	Iteration 7F: 3 clusters Score -8873312 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -8875019.000000 Penalty: 5338.120605
	Iteration 8F: 3 clusters Score -8875019 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -8877057.000000 Penalty: 5338.120605
	Iteration 9F: 3 clusters Score -8877057 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -8879153.000000 Penalty: 5338.120605
	Iteration 10F: 3 clusters Score -8879153 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -8881097.000000 Penalty: 5338.120605
	Iteration 11Q: 3 clusters Score -8881097 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -8882439.000000 Penalty: 5338.120605
	Iteration 12Q: 3 clusters Score -8882439 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8883271.000000 Penalty: 5338.120605
	Iteration 13Q: 3 clusters Score -8883271 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -8883633.000000 Penalty: 5338.120605
	Iteration 14Q: 3 clusters Score -8883633 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -8883826.000000 Penalty: 5338.120605
	Iteration 15Q: 3 clusters Score -8883826 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -8883936.000000 Penalty: 5338.120605
	Iteration 16Q: 3 clusters Score -8883936 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -8884008.000000 Penalty: 5338.120605
	Iteration 17Q: 3 clusters Score -8884008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -8884041.000000 Penalty: 5338.120605
	Iteration 18Q: 3 clusters Score -8884041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -8884048.000000 Penalty: 5338.120605
	Iteration 19Q: 3 clusters Score -8884048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -8884070.000000 Penalty: 5338.120605
	Iteration 20F: 3 clusters Score -8884070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -8884076.000000 Penalty: 5338.120605
	Iteration 21Q: 3 clusters Score -8884076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -8884091.000000 Penalty: 5338.120605
	Iteration 22Q: 3 clusters Score -8884091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -8884100.000000 Penalty: 5338.120605
	Iteration 23Q: 3 clusters Score -8884100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -8884108.000000 Penalty: 5338.120605
	Iteration 24Q: 3 clusters Score -8884108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -8884118.000000 Penalty: 5338.120605
	Iteration 25Q: 3 clusters Score -8884118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -8884112.000000 Penalty: 5338.120605
	Iteration 26Q: 3 clusters Score -8884112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -8884115.000000 Penalty: 5338.120605
	Iteration 27Q: 3 clusters Score -8884115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -8884115.000000 Penalty: 5338.120605
	Iteration 28F: 3 clusters Score -8884115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -221070.250000 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -221070.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -218967.625000 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -218967.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -219432.140625 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -219432.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -219666.078125 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -219666.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -219781.828125 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -219781.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -219853.687500 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -219853.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -219916.875000 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -219916.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -219981.750000 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -219981.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -220026.828125 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -220026.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -220074.781250 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -220074.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -220106.562500 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -220106.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -220129.531250 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -220129.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -220141.343750 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -220141.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -220154.328125 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -220154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -220162.703125 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -220162.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -220173.343750 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -220173.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -220179.468750 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -220179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -220187.109375 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -220187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -220192.578125 Penalty: 3579.123535
	Iteration 17Q: 3 clusters Score -220192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -220195.718750 Penalty: 3579.123535
	Iteration 18Q: 3 clusters Score -220195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -220198.343750 Penalty: 3579.123535
	Iteration 19Q: 3 clusters Score -220198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220204.937500 Penalty: 3579.123535
	Iteration 20F: 3 clusters Score -220204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220210.421875 Penalty: 3579.123535
	Iteration 21Q: 3 clusters Score -220210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220212.265625 Penalty: 3579.123535
	Iteration 22Q: 3 clusters Score -220212.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220212.265625 Penalty: 3579.123535
	Iteration 23F: 3 clusters Score -220212.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -132150.468750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -132150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -130407.625000 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -130407.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -131069.492188 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -131069.5 nChanged 99
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: -131529.968750 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131530 nChanged 91
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: -131872.343750 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -131872.3 nChanged 59
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: -132075.421875 Penalty: 3395.556396
	Iteration 4F: 3 clusters Score -132075.4 nChanged 47
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: -132238.921875 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -132238.9 nChanged 39
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: -132392.031250 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -132392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -132468.718750 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -132468.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132522.203125 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -132522.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132547.890625 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -132547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132566.281250 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -132566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132585.906250 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -132585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132592.328125 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -132592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -132609.484375 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -132609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -132614.531250 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -132614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132615.687500 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -132615.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132616.640625 Penalty: 3395.556396
	Iteration 16F: 3 clusters Score -132616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132629.406250 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -132629.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -132641.203125 Penalty: 3395.556396
	Iteration 18Q: 3 clusters Score -132641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132643.078125 Penalty: 3395.556396
	Iteration 19Q: 3 clusters Score -132643.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132643.078125 Penalty: 3395.556396
	Iteration 20F: 3 clusters Score -132643.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31371 members 
Mstep: Class 3 contains 43473 members 
Mstep: Class 4 contains 45208 members 
Mstep: Class 5 contains 8907 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43052 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45910 members 
Mstep: Class 10 contains 45301 members 
Mstep: Class 11 contains 46844 members 
Mstep: Class 12 contains 27700 members 
Mstep: Class 13 contains 47405 members 
Mstep: Class 14 contains 47209 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 358 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 45312 members 
Mstep: Class 21 contains 42494 members 
Mstep: Class 22 contains 52898 members 
Mstep: Class 23 contains 582 members 
Entering Unmasked Estep 
Score: -106696656.000000 Penalty: 75744.453125
Splitting cluster 16 changes total score from -106697544.000000 to -106696656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -60943.625000 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -60943.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59664.671875 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -59664.67 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59924.984375 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -59924.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59990.589844 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -59990.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60015.285156 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -60015.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60025.230469 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -60025.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60037.535156 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -60037.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60046.925781 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -60046.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60053.890625 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -60053.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60053.890625 Penalty: 2950.225586
	Iteration 8F: 3 clusters Score -60053.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -410737.750000 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -410737.8 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 1199 members 
Entering Unmasked Estep 
Score: -407845.718750 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -407845.7 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -408480.750000 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -408480.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -408704.968750 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -408705 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -408879.062500 Penalty: 3854.239990
	Iteration 3F: 3 clusters Score -408879.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -409048.250000 Penalty: 3854.239990
	Iteration 4F: 3 clusters Score -409048.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -409177.250000 Penalty: 3854.239990
	Iteration 5F: 3 clusters Score -409177.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -409290.281250 Penalty: 3854.239990
	Iteration 6Q: 3 clusters Score -409290.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -409398.093750 Penalty: 3854.239990
	Iteration 7Q: 3 clusters Score -409398.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -409499.437500 Penalty: 3854.239990
	Iteration 8Q: 3 clusters Score -409499.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -409571.593750 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -409571.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -409636.562500 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -409636.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -409688.437500 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -409688.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -409735.375000 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -409735.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -409764.343750 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -409764.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -409783.500000 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -409783.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -409796.531250 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -409796.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -409807.781250 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -409807.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -409823.500000 Penalty: 3854.239990
	Iteration 17Q: 3 clusters Score -409823.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -409838.375000 Penalty: 3854.239990
	Iteration 18Q: 3 clusters Score -409838.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -409854.218750 Penalty: 3854.239990
	Iteration 19Q: 3 clusters Score -409854.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -409869.187500 Penalty: 3854.239990
	Iteration 20F: 3 clusters Score -409869.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -409885.625000 Penalty: 3854.239990
	Iteration 21Q: 3 clusters Score -409885.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -409903.125000 Penalty: 3854.239990
	Iteration 22Q: 3 clusters Score -409903.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -409921.687500 Penalty: 3854.239990
	Iteration 23Q: 3 clusters Score -409921.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -409934.906250 Penalty: 3854.239990
	Iteration 24Q: 3 clusters Score -409934.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -409955.437500 Penalty: 3854.239990
	Iteration 25Q: 3 clusters Score -409955.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -409983.031250 Penalty: 3854.239990
	Iteration 26Q: 3 clusters Score -409983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -410022.093750 Penalty: 3854.239990
	Iteration 27Q: 3 clusters Score -410022.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -410048.968750 Penalty: 3854.239990
	Iteration 28Q: 3 clusters Score -410049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -410073.156250 Penalty: 3854.239990
	Iteration 29Q: 3 clusters Score -410073.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -410101.218750 Penalty: 3854.239990
	Iteration 30Q: 3 clusters Score -410101.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -410123.343750 Penalty: 3854.239990
	Iteration 31Q: 3 clusters Score -410123.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -410134.687500 Penalty: 3854.239990
	Iteration 32Q: 3 clusters Score -410134.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -410146.187500 Penalty: 3854.239990
	Iteration 33Q: 3 clusters Score -410146.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -410154.375000 Penalty: 3854.239990
	Iteration 34Q: 3 clusters Score -410154.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -410163.093750 Penalty: 3854.239990
	Iteration 35Q: 3 clusters Score -410163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -410166.250000 Penalty: 3854.239990
	Iteration 36Q: 3 clusters Score -410166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -410170.031250 Penalty: 3854.239990
	Iteration 37Q: 3 clusters Score -410170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -410171.218750 Penalty: 3854.239990
	Iteration 38Q: 3 clusters Score -410171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -410172.968750 Penalty: 3854.239990
	Iteration 39Q: 3 clusters Score -410173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -410172.968750 Penalty: 3854.239990
	Iteration 40F: 3 clusters Score -410173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -802056.437500 Penalty: 2075.205566
	Iteration 0F: 2 clusters Score -802056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -797964.250000 Penalty: 4150.411133
	Iteration 0F: 3 clusters Score -797964.2 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -798867.437500 Penalty: 4150.411133
	Iteration 1F: 3 clusters Score -798867.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -799052.687500 Penalty: 4150.411133
	Iteration 2F: 3 clusters Score -799052.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -799176.187500 Penalty: 4150.411133
	Iteration 3F: 3 clusters Score -799176.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -799255.562500 Penalty: 4150.411133
	Iteration 4Q: 3 clusters Score -799255.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -799310.750000 Penalty: 4150.411133
	Iteration 5Q: 3 clusters Score -799310.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -799355.437500 Penalty: 4150.411133
	Iteration 6Q: 3 clusters Score -799355.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -799417.812500 Penalty: 4150.411133
	Iteration 7Q: 3 clusters Score -799417.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -799463.312500 Penalty: 4150.411133
	Iteration 8Q: 3 clusters Score -799463.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -799504.375000 Penalty: 4150.411133
	Iteration 9Q: 3 clusters Score -799504.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -799542.250000 Penalty: 4150.411133
	Iteration 10Q: 3 clusters Score -799542.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -799580.500000 Penalty: 4150.411133
	Iteration 11Q: 3 clusters Score -799580.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -799616.062500 Penalty: 4150.411133
	Iteration 12Q: 3 clusters Score -799616.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -799655.750000 Penalty: 4150.411133
	Iteration 13Q: 3 clusters Score -799655.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -799698.062500 Penalty: 4150.411133
	Iteration 14Q: 3 clusters Score -799698.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -799745.937500 Penalty: 4150.411133
	Iteration 15Q: 3 clusters Score -799745.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -799794.937500 Penalty: 4150.411133
	Iteration 16Q: 3 clusters Score -799794.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -799843.562500 Penalty: 4150.411133
	Iteration 17Q: 3 clusters Score -799843.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -799887.312500 Penalty: 4150.411133
	Iteration 18Q: 3 clusters Score -799887.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -799923.562500 Penalty: 4150.411133
	Iteration 19Q: 3 clusters Score -799923.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -799966.875000 Penalty: 4150.411133
	Iteration 20F: 3 clusters Score -799966.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -800017.562500 Penalty: 4150.411133
	Iteration 21Q: 3 clusters Score -800017.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -800064.312500 Penalty: 4150.411133
	Iteration 22Q: 3 clusters Score -800064.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -800114.750000 Penalty: 4150.411133
	Iteration 23Q: 3 clusters Score -800114.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -800179.687500 Penalty: 4150.411133
	Iteration 24Q: 3 clusters Score -800179.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -800256.125000 Penalty: 4150.411133
	Iteration 25Q: 3 clusters Score -800256.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -800328.187500 Penalty: 4150.411133
	Iteration 26Q: 3 clusters Score -800328.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -800386.187500 Penalty: 4150.411133
	Iteration 27Q: 3 clusters Score -800386.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -800430.687500 Penalty: 4150.411133
	Iteration 28Q: 3 clusters Score -800430.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -800460.125000 Penalty: 4150.411133
	Iteration 29Q: 3 clusters Score -800460.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -800482.312500 Penalty: 4150.411133
	Iteration 30Q: 3 clusters Score -800482.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -800502.812500 Penalty: 4150.411133
	Iteration 31Q: 3 clusters Score -800502.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -800522.687500 Penalty: 4150.411133
	Iteration 32Q: 3 clusters Score -800522.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -800537.687500 Penalty: 4150.411133
	Iteration 33Q: 3 clusters Score -800537.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -800547.437500 Penalty: 4150.411133
	Iteration 34Q: 3 clusters Score -800547.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -800553.500000 Penalty: 4150.411133
	Iteration 35Q: 3 clusters Score -800553.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -800558.750000 Penalty: 4150.411133
	Iteration 36Q: 3 clusters Score -800558.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -800560.937500 Penalty: 4150.411133
	Iteration 37Q: 3 clusters Score -800560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -800563.562500 Penalty: 4150.411133
	Iteration 38Q: 3 clusters Score -800563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -800567.062500 Penalty: 4150.411133
	Iteration 39Q: 3 clusters Score -800567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -800568.312500 Penalty: 4150.411133
	Iteration 40F: 3 clusters Score -800568.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -800570.062500 Penalty: 4150.411133
	Iteration 41Q: 3 clusters Score -800570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -800569.937500 Penalty: 4150.411133
	Iteration 42Q: 3 clusters Score -800569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -800570.875000 Penalty: 4150.411133
	Iteration 43Q: 3 clusters Score -800570.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -800570.875000 Penalty: 4150.411133
	Iteration 44F: 3 clusters Score -800570.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Entering Unmasked Estep 
Score: -8402708.000000 Penalty: 2658.889160
	Iteration 0F: 2 clusters Score -8402708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -8373309.000000 Penalty: 5317.778320
	Iteration 0F: 3 clusters Score -8373309 nChanged 20856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -8384630.000000 Penalty: 5317.778320
	Iteration 1F: 3 clusters Score -8384630 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -8385187.000000 Penalty: 5317.778320
	Iteration 2Q: 3 clusters Score -8385187 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -8385732.500000 Penalty: 5317.778320
	Iteration 3Q: 3 clusters Score -8385732 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -8386324.500000 Penalty: 5317.778320
	Iteration 4Q: 3 clusters Score -8386324 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -8387086.000000 Penalty: 5317.778320
	Iteration 5Q: 3 clusters Score -8387086 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -8388160.000000 Penalty: 5317.778320
	Iteration 6Q: 3 clusters Score -8388160 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -8389638.000000 Penalty: 5317.778320
	Iteration 7F: 3 clusters Score -8389638 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -8391646.000000 Penalty: 5317.778320
	Iteration 8F: 3 clusters Score -8391646 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -8394441.000000 Penalty: 5317.778320
	Iteration 9F: 3 clusters Score -8394441 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -8397347.000000 Penalty: 5317.778320
	Iteration 10F: 3 clusters Score -8397347 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -8398948.000000 Penalty: 5317.778320
	Iteration 11F: 3 clusters Score -8398948 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -8399612.000000 Penalty: 5317.778320
	Iteration 12Q: 3 clusters Score -8399612 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -8399895.000000 Penalty: 5317.778320
	Iteration 13Q: 3 clusters Score -8399895 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -8400066.000000 Penalty: 5317.778320
	Iteration 14Q: 3 clusters Score -8400066 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -8400180.000000 Penalty: 5317.778320
	Iteration 15Q: 3 clusters Score -8400180 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -8400250.000000 Penalty: 5317.778320
	Iteration 16Q: 3 clusters Score -8400250 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -8400345.000000 Penalty: 5317.778320
	Iteration 17Q: 3 clusters Score -8400345 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -8400451.000000 Penalty: 5317.778320
	Iteration 18Q: 3 clusters Score -8400451 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -8400503.000000 Penalty: 5317.778320
	Iteration 19Q: 3 clusters Score -8400503 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -8400556.000000 Penalty: 5317.778320
	Iteration 20F: 3 clusters Score -8400556 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -8400610.000000 Penalty: 5317.778320
	Iteration 21Q: 3 clusters Score -8400610 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -8400653.000000 Penalty: 5317.778320
	Iteration 22Q: 3 clusters Score -8400653 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -8400713.000000 Penalty: 5317.778320
	Iteration 23Q: 3 clusters Score -8400713 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -8400780.000000 Penalty: 5317.778320
	Iteration 24Q: 3 clusters Score -8400780 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -8400813.000000 Penalty: 5317.778320
	Iteration 25Q: 3 clusters Score -8400813 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -8400842.000000 Penalty: 5317.778320
	Iteration 26Q: 3 clusters Score -8400842 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -8400882.000000 Penalty: 5317.778320
	Iteration 27Q: 3 clusters Score -8400882 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -8400917.000000 Penalty: 5317.778320
	Iteration 28Q: 3 clusters Score -8400917 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -8400959.000000 Penalty: 5317.778320
	Iteration 29Q: 3 clusters Score -8400959 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -8401006.000000 Penalty: 5317.778320
	Iteration 30Q: 3 clusters Score -8401006 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -8401040.000000 Penalty: 5317.778320
	Iteration 31Q: 3 clusters Score -8401040 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -8401070.000000 Penalty: 5317.778320
	Iteration 32Q: 3 clusters Score -8401070 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -8401092.000000 Penalty: 5317.778320
	Iteration 33Q: 3 clusters Score -8401092 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -8401125.000000 Penalty: 5317.778320
	Iteration 34Q: 3 clusters Score -8401125 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -8401141.000000 Penalty: 5317.778320
	Iteration 35Q: 3 clusters Score -8401141 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -8401190.000000 Penalty: 5317.778320
	Iteration 36Q: 3 clusters Score -8401190 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -8401222.000000 Penalty: 5317.778320
	Iteration 37Q: 3 clusters Score -8401222 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -8401251.000000 Penalty: 5317.778320
	Iteration 38Q: 3 clusters Score -8401251 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -8401321.000000 Penalty: 5317.778320
	Iteration 39Q: 3 clusters Score -8401321 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -8401353.000000 Penalty: 5317.778320
	Iteration 40F: 3 clusters Score -8401353 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -8401387.000000 Penalty: 5317.778320
	Iteration 41Q: 3 clusters Score -8401387 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -8401412.000000 Penalty: 5317.778320
	Iteration 42Q: 3 clusters Score -8401412 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -8401438.000000 Penalty: 5317.778320
	Iteration 43Q: 3 clusters Score -8401438 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -8401487.000000 Penalty: 5317.778320
	Iteration 44Q: 3 clusters Score -8401487 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -8401478.000000 Penalty: 5317.778320
	Iteration 45Q: 3 clusters Score -8401478 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -8401491.000000 Penalty: 5317.778320
	Iteration 46Q: 3 clusters Score -8401491 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -8401506.000000 Penalty: 5317.778320
	Iteration 47Q: 3 clusters Score -8401506 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -8401519.000000 Penalty: 5317.778320
	Iteration 48Q: 3 clusters Score -8401519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -8401514.000000 Penalty: 5317.778320
	Iteration 49Q: 3 clusters Score -8401514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -8401539.000000 Penalty: 5317.778320
	Iteration 50Q: 3 clusters Score -8401539 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -8401551.000000 Penalty: 5317.778320
	Iteration 51Q: 3 clusters Score -8401551 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -8401577.000000 Penalty: 5317.778320
	Iteration 52Q: 3 clusters Score -8401577 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -8401602.000000 Penalty: 5317.778320
	Iteration 53Q: 3 clusters Score -8401602 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -8401596.000000 Penalty: 5317.778320
	Iteration 54Q: 3 clusters Score -8401596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -8401612.000000 Penalty: 5317.778320
	Iteration 55Q: 3 clusters Score -8401612 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -8401597.000000 Penalty: 5317.778320
	Iteration 56Q: 3 clusters Score -8401597 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -8401599.000000 Penalty: 5317.778320
	Iteration 57Q: 3 clusters Score -8401599 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -8401638.000000 Penalty: 5317.778320
	Iteration 58Q: 3 clusters Score -8401638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -8401644.000000 Penalty: 5317.778320
	Iteration 59Q: 3 clusters Score -8401644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -8401652.000000 Penalty: 5317.778320
	Iteration 60F: 3 clusters Score -8401652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -8401657.000000 Penalty: 5317.778320
	Iteration 61Q: 3 clusters Score -8401657 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -8401672.000000 Penalty: 5317.778320
	Iteration 62Q: 3 clusters Score -8401672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -8401669.000000 Penalty: 5317.778320
	Iteration 63Q: 3 clusters Score -8401669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -8401673.000000 Penalty: 5317.778320
	Iteration 64Q: 3 clusters Score -8401673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -8401707.000000 Penalty: 5317.778320
	Iteration 65Q: 3 clusters Score -8401707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -8401728.000000 Penalty: 5317.778320
	Iteration 66Q: 3 clusters Score -8401728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -8401744.000000 Penalty: 5317.778320
	Iteration 67Q: 3 clusters Score -8401744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -8401747.000000 Penalty: 5317.778320
	Iteration 68Q: 3 clusters Score -8401747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -8401762.000000 Penalty: 5317.778320
	Iteration 69Q: 3 clusters Score -8401762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -8401768.000000 Penalty: 5317.778320
	Iteration 70Q: 3 clusters Score -8401768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -8401782.000000 Penalty: 5317.778320
	Iteration 71Q: 3 clusters Score -8401782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -8401789.000000 Penalty: 5317.778320
	Iteration 72Q: 3 clusters Score -8401789 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -8401785.000000 Penalty: 5317.778320
	Iteration 73Q: 3 clusters Score -8401785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -8401776.000000 Penalty: 5317.778320
	Iteration 74Q: 3 clusters Score -8401776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -8401787.000000 Penalty: 5317.778320
	Iteration 75Q: 3 clusters Score -8401787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -8401783.000000 Penalty: 5317.778320
	Iteration 76Q: 3 clusters Score -8401783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -8401787.000000 Penalty: 5317.778320
	Iteration 77Q: 3 clusters Score -8401787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -8401796.000000 Penalty: 5317.778320
	Iteration 78Q: 3 clusters Score -8401796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -8401798.000000 Penalty: 5317.778320
	Iteration 79Q: 3 clusters Score -8401798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -8401805.000000 Penalty: 5317.778320
	Iteration 80F: 3 clusters Score -8401805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -8401802.000000 Penalty: 5317.778320
	Iteration 81Q: 3 clusters Score -8401802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -8401805.000000 Penalty: 5317.778320
	Iteration 82Q: 3 clusters Score -8401805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -8401806.000000 Penalty: 5317.778320
	Iteration 83Q: 3 clusters Score -8401806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -8401823.000000 Penalty: 5317.778320
	Iteration 84Q: 3 clusters Score -8401823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -8401823.000000 Penalty: 5317.778320
	Iteration 85Q: 3 clusters Score -8401823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -8401826.000000 Penalty: 5317.778320
	Iteration 86Q: 3 clusters Score -8401826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -8401829.000000 Penalty: 5317.778320
	Iteration 87Q: 3 clusters Score -8401829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -8401824.000000 Penalty: 5317.778320
	Iteration 88Q: 3 clusters Score -8401824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -8401826.000000 Penalty: 5317.778320
	Iteration 89Q: 3 clusters Score -8401826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -8401822.000000 Penalty: 5317.778320
	Iteration 90Q: 3 clusters Score -8401822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -8401821.000000 Penalty: 5317.778320
	Iteration 91Q: 3 clusters Score -8401821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -8401822.000000 Penalty: 5317.778320
	Iteration 92Q: 3 clusters Score -8401822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -8401826.000000 Penalty: 5317.778320
	Iteration 93Q: 3 clusters Score -8401826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -8401831.000000 Penalty: 5317.778320
	Iteration 94Q: 3 clusters Score -8401831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -8401833.000000 Penalty: 5317.778320
	Iteration 95Q: 3 clusters Score -8401833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -8401823.000000 Penalty: 5317.778320
	Iteration 96Q: 3 clusters Score -8401823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -8401825.000000 Penalty: 5317.778320
	Iteration 97Q: 3 clusters Score -8401825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -8401826.000000 Penalty: 5317.778320
	Iteration 98Q: 3 clusters Score -8401826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -8401839.000000 Penalty: 5317.778320
	Iteration 99Q: 3 clusters Score -8401839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -8401829.000000 Penalty: 5317.778320
	Iteration 100F: 3 clusters Score -8401829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -8401822.000000 Penalty: 5317.778320
	Iteration 101Q: 3 clusters Score -8401822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -8401823.000000 Penalty: 5317.778320
	Iteration 102Q: 3 clusters Score -8401823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -8401820.000000 Penalty: 5317.778320
	Iteration 103Q: 3 clusters Score -8401820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -8401817.000000 Penalty: 5317.778320
	Iteration 104Q: 3 clusters Score -8401817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -8401829.000000 Penalty: 5317.778320
	Iteration 105Q: 3 clusters Score -8401829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -8401823.000000 Penalty: 5317.778320
	Iteration 106Q: 3 clusters Score -8401823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -8401816.000000 Penalty: 5317.778320
	Iteration 107Q: 3 clusters Score -8401816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -8401830.000000 Penalty: 5317.778320
	Iteration 108Q: 3 clusters Score -8401830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -8401824.000000 Penalty: 5317.778320
	Iteration 109Q: 3 clusters Score -8401824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -8401823.000000 Penalty: 5317.778320
	Iteration 110Q: 3 clusters Score -8401823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -8401831.000000 Penalty: 5317.778320
	Iteration 111Q: 3 clusters Score -8401831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -8401830.000000 Penalty: 5317.778320
	Iteration 112Q: 3 clusters Score -8401830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -8401826.000000 Penalty: 5317.778320
	Iteration 113Q: 3 clusters Score -8401826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -8401824.000000 Penalty: 5317.778320
	Iteration 114Q: 3 clusters Score -8401824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -8401814.000000 Penalty: 5317.778320
	Iteration 115Q: 3 clusters Score -8401814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -8401817.000000 Penalty: 5317.778320
	Iteration 116Q: 3 clusters Score -8401817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -8401824.000000 Penalty: 5317.778320
	Iteration 117Q: 3 clusters Score -8401824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -8401827.000000 Penalty: 5317.778320
	Iteration 118Q: 3 clusters Score -8401827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -8401830.000000 Penalty: 5317.778320
	Iteration 119Q: 3 clusters Score -8401830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8401826.000000 Penalty: 5317.778320
	Iteration 120F: 3 clusters Score -8401826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -8401832.000000 Penalty: 5317.778320
	Iteration 121Q: 3 clusters Score -8401832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -8401826.000000 Penalty: 5317.778320
	Iteration 122Q: 3 clusters Score -8401826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -8401823.000000 Penalty: 5317.778320
	Iteration 123Q: 3 clusters Score -8401823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -8401831.000000 Penalty: 5317.778320
	Iteration 124Q: 3 clusters Score -8401831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -8401825.000000 Penalty: 5317.778320
	Iteration 125Q: 3 clusters Score -8401825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -8401828.000000 Penalty: 5317.778320
	Iteration 126Q: 3 clusters Score -8401828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -8401831.000000 Penalty: 5317.778320
	Iteration 127Q: 3 clusters Score -8401831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -8401840.000000 Penalty: 5317.778320
	Iteration 128Q: 3 clusters Score -8401840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -8401841.000000 Penalty: 5317.778320
	Iteration 129Q: 3 clusters Score -8401841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -8401840.000000 Penalty: 5317.778320
	Iteration 130Q: 3 clusters Score -8401840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -8401838.000000 Penalty: 5317.778320
	Iteration 131Q: 3 clusters Score -8401838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -8401831.000000 Penalty: 5317.778320
	Iteration 132Q: 3 clusters Score -8401831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -8401817.000000 Penalty: 5317.778320
	Iteration 133Q: 3 clusters Score -8401817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -8401830.000000 Penalty: 5317.778320
	Iteration 134Q: 3 clusters Score -8401830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8401854.000000 Penalty: 5317.778320
	Iteration 135Q: 3 clusters Score -8401854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -8401836.000000 Penalty: 5317.778320
	Iteration 136Q: 3 clusters Score -8401836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -8401841.000000 Penalty: 5317.778320
	Iteration 137Q: 3 clusters Score -8401841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -8401847.000000 Penalty: 5317.778320
	Iteration 138Q: 3 clusters Score -8401847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -8401846.000000 Penalty: 5317.778320
	Iteration 139Q: 3 clusters Score -8401846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -8401859.000000 Penalty: 5317.778320
	Iteration 140F: 3 clusters Score -8401859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -8401863.000000 Penalty: 5317.778320
	Iteration 141Q: 3 clusters Score -8401863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -8401859.000000 Penalty: 5317.778320
	Iteration 142Q: 3 clusters Score -8401859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -8401861.000000 Penalty: 5317.778320
	Iteration 143Q: 3 clusters Score -8401861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -8401866.000000 Penalty: 5317.778320
	Iteration 144Q: 3 clusters Score -8401866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -8401874.000000 Penalty: 5317.778320
	Iteration 145Q: 3 clusters Score -8401874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8401874.000000 Penalty: 5317.778320
	Iteration 146Q: 3 clusters Score -8401874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -8401879.000000 Penalty: 5317.778320
	Iteration 147Q: 3 clusters Score -8401879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -8401891.000000 Penalty: 5317.778320
	Iteration 148Q: 3 clusters Score -8401891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -8401911.000000 Penalty: 5317.778320
	Iteration 149Q: 3 clusters Score -8401911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -8401895.000000 Penalty: 5317.778320
	Iteration 150Q: 3 clusters Score -8401895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -8401906.000000 Penalty: 5317.778320
	Iteration 151Q: 3 clusters Score -8401906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -8401908.000000 Penalty: 5317.778320
	Iteration 152Q: 3 clusters Score -8401908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -8401894.000000 Penalty: 5317.778320
	Iteration 153Q: 3 clusters Score -8401894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -8401906.000000 Penalty: 5317.778320
	Iteration 154Q: 3 clusters Score -8401906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -8401903.000000 Penalty: 5317.778320
	Iteration 155Q: 3 clusters Score -8401903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -8401896.000000 Penalty: 5317.778320
	Iteration 156Q: 3 clusters Score -8401896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -8401887.000000 Penalty: 5317.778320
	Iteration 157Q: 3 clusters Score -8401887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -8401890.000000 Penalty: 5317.778320
	Iteration 158Q: 3 clusters Score -8401890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -8401885.000000 Penalty: 5317.778320
	Iteration 159Q: 3 clusters Score -8401885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8401890.000000 Penalty: 5317.778320
	Iteration 160F: 3 clusters Score -8401890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -8401883.000000 Penalty: 5317.778320
	Iteration 161Q: 3 clusters Score -8401883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -8401888.000000 Penalty: 5317.778320
	Iteration 162Q: 3 clusters Score -8401888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -8401875.000000 Penalty: 5317.778320
	Iteration 163Q: 3 clusters Score -8401875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -8401873.000000 Penalty: 5317.778320
	Iteration 164Q: 3 clusters Score -8401873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -8401882.000000 Penalty: 5317.778320
	Iteration 165Q: 3 clusters Score -8401882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -8401882.000000 Penalty: 5317.778320
	Iteration 166Q: 3 clusters Score -8401882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -8401878.000000 Penalty: 5317.778320
	Iteration 167Q: 3 clusters Score -8401878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -8401877.000000 Penalty: 5317.778320
	Iteration 168Q: 3 clusters Score -8401877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -8401885.000000 Penalty: 5317.778320
	Iteration 169Q: 3 clusters Score -8401885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -8401884.000000 Penalty: 5317.778320
	Iteration 170Q: 3 clusters Score -8401884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8401880.000000 Penalty: 5317.778320
	Iteration 171Q: 3 clusters Score -8401880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -8401883.000000 Penalty: 5317.778320
	Iteration 172Q: 3 clusters Score -8401883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -8401889.000000 Penalty: 5317.778320
	Iteration 173Q: 3 clusters Score -8401889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -8401889.000000 Penalty: 5317.778320
	Iteration 174Q: 3 clusters Score -8401889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -8401894.000000 Penalty: 5317.778320
	Iteration 175Q: 3 clusters Score -8401894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -8401894.000000 Penalty: 5317.778320
	Iteration 176F: 3 clusters Score -8401894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Entering Unmasked Estep 
Score: -7898474.500000 Penalty: 2642.965332
	Iteration 0F: 2 clusters Score -7898474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -7870114.500000 Penalty: 5285.930664
	Iteration 0F: 3 clusters Score -7870114 nChanged 19503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -7880843.000000 Penalty: 5285.930664
	Iteration 1F: 3 clusters Score -7880843 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -7881400.500000 Penalty: 5285.930664
	Iteration 2Q: 3 clusters Score -7881400 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -7881949.000000 Penalty: 5285.930664
	Iteration 3Q: 3 clusters Score -7881949 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -7882634.000000 Penalty: 5285.930664
	Iteration 4Q: 3 clusters Score -7882634 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -7883911.000000 Penalty: 5285.930664
	Iteration 5F: 3 clusters Score -7883911 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -7885805.500000 Penalty: 5285.930664
	Iteration 6F: 3 clusters Score -7885806 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -7888588.000000 Penalty: 5285.930664
	Iteration 7F: 3 clusters Score -7888588 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -7891820.500000 Penalty: 5285.930664
	Iteration 8F: 3 clusters Score -7891820 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -7894226.000000 Penalty: 5285.930664
	Iteration 9F: 3 clusters Score -7894226 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -7895423.500000 Penalty: 5285.930664
	Iteration 10Q: 3 clusters Score -7895424 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -7895868.500000 Penalty: 5285.930664
	Iteration 11Q: 3 clusters Score -7895868 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -7895996.500000 Penalty: 5285.930664
	Iteration 12Q: 3 clusters Score -7895996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -7896057.000000 Penalty: 5285.930664
	Iteration 13Q: 3 clusters Score -7896057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -7896118.500000 Penalty: 5285.930664
	Iteration 14Q: 3 clusters Score -7896118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -7896147.500000 Penalty: 5285.930664
	Iteration 15Q: 3 clusters Score -7896148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -7896159.500000 Penalty: 5285.930664
	Iteration 16Q: 3 clusters Score -7896160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -7896178.000000 Penalty: 5285.930664
	Iteration 17Q: 3 clusters Score -7896178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -7896183.000000 Penalty: 5285.930664
	Iteration 18Q: 3 clusters Score -7896183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -7896179.500000 Penalty: 5285.930664
	Iteration 19Q: 3 clusters Score -7896180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -7896182.000000 Penalty: 5285.930664
	Iteration 20F: 3 clusters Score -7896182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -7896184.500000 Penalty: 5285.930664
	Iteration 21Q: 3 clusters Score -7896184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -7896191.000000 Penalty: 5285.930664
	Iteration 22Q: 3 clusters Score -7896191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -7896190.000000 Penalty: 5285.930664
	Iteration 23Q: 3 clusters Score -7896190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -7896192.000000 Penalty: 5285.930664
	Iteration 24Q: 3 clusters Score -7896192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -7896195.500000 Penalty: 5285.930664
	Iteration 25Q: 3 clusters Score -7896196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -7896195.500000 Penalty: 5285.930664
	Iteration 26F: 3 clusters Score -7896196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Entering Unmasked Estep 
Score: -9877162.000000 Penalty: 2697.277832
	Iteration 0F: 2 clusters Score -9877162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -9846624.000000 Penalty: 5394.555664
	Iteration 0F: 3 clusters Score -9846624 nChanged 24315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -9860151.000000 Penalty: 5394.555664
	Iteration 1F: 3 clusters Score -9860151 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -9860781.000000 Penalty: 5394.555664
	Iteration 2Q: 3 clusters Score -9860781 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -9861514.000000 Penalty: 5394.555664
	Iteration 3Q: 3 clusters Score -9861514 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -9862300.000000 Penalty: 5394.555664
	Iteration 4Q: 3 clusters Score -9862300 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -9863309.000000 Penalty: 5394.555664
	Iteration 5Q: 3 clusters Score -9863309 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -9864708.000000 Penalty: 5394.555664
	Iteration 6Q: 3 clusters Score -9864708 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -9866806.000000 Penalty: 5394.555664
	Iteration 7F: 3 clusters Score -9866806 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -9869352.000000 Penalty: 5394.555664
	Iteration 8F: 3 clusters Score -9869352 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -9872042.000000 Penalty: 5394.555664
	Iteration 9F: 3 clusters Score -9872042 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -9874225.000000 Penalty: 5394.555664
	Iteration 10F: 3 clusters Score -9874225 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -9875153.000000 Penalty: 5394.555664
	Iteration 11Q: 3 clusters Score -9875153 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -9875602.000000 Penalty: 5394.555664
	Iteration 12Q: 3 clusters Score -9875602 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -9875931.000000 Penalty: 5394.555664
	Iteration 13Q: 3 clusters Score -9875931 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -9876081.000000 Penalty: 5394.555664
	Iteration 14Q: 3 clusters Score -9876081 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -9876239.000000 Penalty: 5394.555664
	Iteration 15Q: 3 clusters Score -9876239 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -9876376.000000 Penalty: 5394.555664
	Iteration 16Q: 3 clusters Score -9876376 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -9876515.000000 Penalty: 5394.555664
	Iteration 17Q: 3 clusters Score -9876515 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -9876545.000000 Penalty: 5394.555664
	Iteration 18Q: 3 clusters Score -9876545 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -9876584.000000 Penalty: 5394.555664
	Iteration 19Q: 3 clusters Score -9876584 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -9876655.000000 Penalty: 5394.555664
	Iteration 20F: 3 clusters Score -9876655 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -9876716.000000 Penalty: 5394.555664
	Iteration 21Q: 3 clusters Score -9876716 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -9876755.000000 Penalty: 5394.555664
	Iteration 22Q: 3 clusters Score -9876755 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -9876772.000000 Penalty: 5394.555664
	Iteration 23Q: 3 clusters Score -9876772 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -9876815.000000 Penalty: 5394.555664
	Iteration 24Q: 3 clusters Score -9876815 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -9876857.000000 Penalty: 5394.555664
	Iteration 25Q: 3 clusters Score -9876857 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -9876905.000000 Penalty: 5394.555664
	Iteration 26Q: 3 clusters Score -9876905 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -9876926.000000 Penalty: 5394.555664
	Iteration 27Q: 3 clusters Score -9876926 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -9876996.000000 Penalty: 5394.555664
	Iteration 28Q: 3 clusters Score -9876996 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -9877021.000000 Penalty: 5394.555664
	Iteration 29Q: 3 clusters Score -9877021 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -9877044.000000 Penalty: 5394.555664
	Iteration 30Q: 3 clusters Score -9877044 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -9877060.000000 Penalty: 5394.555664
	Iteration 31Q: 3 clusters Score -9877060 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -9877098.000000 Penalty: 5394.555664
	Iteration 32Q: 3 clusters Score -9877098 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -9877150.000000 Penalty: 5394.555664
	Iteration 33Q: 3 clusters Score -9877150 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -9877186.000000 Penalty: 5394.555664
	Iteration 34Q: 3 clusters Score -9877186 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -9877222.000000 Penalty: 5394.555664
	Iteration 35Q: 3 clusters Score -9877222 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -9877263.000000 Penalty: 5394.555664
	Iteration 36Q: 3 clusters Score -9877263 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -9877279.000000 Penalty: 5394.555664
	Iteration 37Q: 3 clusters Score -9877279 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -9877288.000000 Penalty: 5394.555664
	Iteration 38Q: 3 clusters Score -9877288 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -9877313.000000 Penalty: 5394.555664
	Iteration 39Q: 3 clusters Score -9877313 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -9877350.000000 Penalty: 5394.555664
	Iteration 40F: 3 clusters Score -9877350 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -9877351.000000 Penalty: 5394.555664
	Iteration 41Q: 3 clusters Score -9877351 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -9877338.000000 Penalty: 5394.555664
	Iteration 42Q: 3 clusters Score -9877338 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -9877355.000000 Penalty: 5394.555664
	Iteration 43Q: 3 clusters Score -9877355 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -9877372.000000 Penalty: 5394.555664
	Iteration 44Q: 3 clusters Score -9877372 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -9877400.000000 Penalty: 5394.555664
	Iteration 45Q: 3 clusters Score -9877400 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -9877383.000000 Penalty: 5394.555664
	Iteration 46Q: 3 clusters Score -9877383 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -9877389.000000 Penalty: 5394.555664
	Iteration 47Q: 3 clusters Score -9877389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -9877382.000000 Penalty: 5394.555664
	Iteration 48Q: 3 clusters Score -9877382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -9877371.000000 Penalty: 5394.555664
	Iteration 49Q: 3 clusters Score -9877371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -9877381.000000 Penalty: 5394.555664
	Iteration 50Q: 3 clusters Score -9877381 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -9877379.000000 Penalty: 5394.555664
	Iteration 51Q: 3 clusters Score -9877379 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -9877370.000000 Penalty: 5394.555664
	Iteration 52Q: 3 clusters Score -9877370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -9877391.000000 Penalty: 5394.555664
	Iteration 53Q: 3 clusters Score -9877391 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -9877378.000000 Penalty: 5394.555664
	Iteration 54Q: 3 clusters Score -9877378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -9877385.000000 Penalty: 5394.555664
	Iteration 55Q: 3 clusters Score -9877385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -9877387.000000 Penalty: 5394.555664
	Iteration 56Q: 3 clusters Score -9877387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -9877381.000000 Penalty: 5394.555664
	Iteration 57Q: 3 clusters Score -9877381 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -9877395.000000 Penalty: 5394.555664
	Iteration 58Q: 3 clusters Score -9877395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -9877391.000000 Penalty: 5394.555664
	Iteration 59Q: 3 clusters Score -9877391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -9877389.000000 Penalty: 5394.555664
	Iteration 60F: 3 clusters Score -9877389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -9877374.000000 Penalty: 5394.555664
	Iteration 61Q: 3 clusters Score -9877374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -9877379.000000 Penalty: 5394.555664
	Iteration 62Q: 3 clusters Score -9877379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -9877373.000000 Penalty: 5394.555664
	Iteration 63Q: 3 clusters Score -9877373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -9877368.000000 Penalty: 5394.555664
	Iteration 64Q: 3 clusters Score -9877368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -9877361.000000 Penalty: 5394.555664
	Iteration 65Q: 3 clusters Score -9877361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -9877359.000000 Penalty: 5394.555664
	Iteration 66Q: 3 clusters Score -9877359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -9877379.000000 Penalty: 5394.555664
	Iteration 67Q: 3 clusters Score -9877379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -9877375.000000 Penalty: 5394.555664
	Iteration 68Q: 3 clusters Score -9877375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -9877374.000000 Penalty: 5394.555664
	Iteration 69Q: 3 clusters Score -9877374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -9877378.000000 Penalty: 5394.555664
	Iteration 70Q: 3 clusters Score -9877378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -9877381.000000 Penalty: 5394.555664
	Iteration 71Q: 3 clusters Score -9877381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -9877373.000000 Penalty: 5394.555664
	Iteration 72Q: 3 clusters Score -9877373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -9877386.000000 Penalty: 5394.555664
	Iteration 73Q: 3 clusters Score -9877386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -9877392.000000 Penalty: 5394.555664
	Iteration 74Q: 3 clusters Score -9877392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -9877414.000000 Penalty: 5394.555664
	Iteration 75Q: 3 clusters Score -9877414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -9877410.000000 Penalty: 5394.555664
	Iteration 76Q: 3 clusters Score -9877410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -9877425.000000 Penalty: 5394.555664
	Iteration 77Q: 3 clusters Score -9877425 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -9877426.000000 Penalty: 5394.555664
	Iteration 78Q: 3 clusters Score -9877426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -9877444.000000 Penalty: 5394.555664
	Iteration 79Q: 3 clusters Score -9877444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -9877440.000000 Penalty: 5394.555664
	Iteration 80F: 3 clusters Score -9877440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -9877451.000000 Penalty: 5394.555664
	Iteration 81Q: 3 clusters Score -9877451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -9877448.000000 Penalty: 5394.555664
	Iteration 82Q: 3 clusters Score -9877448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -9877449.000000 Penalty: 5394.555664
	Iteration 83Q: 3 clusters Score -9877449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -9877459.000000 Penalty: 5394.555664
	Iteration 84Q: 3 clusters Score -9877459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -9877461.000000 Penalty: 5394.555664
	Iteration 85Q: 3 clusters Score -9877461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -9877467.000000 Penalty: 5394.555664
	Iteration 86Q: 3 clusters Score -9877467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -9877460.000000 Penalty: 5394.555664
	Iteration 87Q: 3 clusters Score -9877460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -9877463.000000 Penalty: 5394.555664
	Iteration 88Q: 3 clusters Score -9877463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -9877460.000000 Penalty: 5394.555664
	Iteration 89Q: 3 clusters Score -9877460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -9877458.000000 Penalty: 5394.555664
	Iteration 90Q: 3 clusters Score -9877458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -9877457.000000 Penalty: 5394.555664
	Iteration 91Q: 3 clusters Score -9877457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -9877457.000000 Penalty: 5394.555664
	Iteration 92Q: 3 clusters Score -9877457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -9877457.000000 Penalty: 5394.555664
	Iteration 93F: 3 clusters Score -9877457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31371 members 
Mstep: Class 3 contains 43473 members 
Mstep: Class 4 contains 45208 members 
Mstep: Class 5 contains 8907 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43052 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45910 members 
Mstep: Class 10 contains 45301 members 
Mstep: Class 11 contains 46844 members 
Mstep: Class 12 contains 27700 members 
Mstep: Class 13 contains 47405 members 
Mstep: Class 14 contains 47209 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 45312 members 
Mstep: Class 21 contains 42494 members 
Mstep: Class 22 contains 31313 members 
Mstep: Class 23 contains 21585 members 
Entering Unmasked Estep 
Score: -106697856.000000 Penalty: 75744.453125
Splitting cluster 22 changes total score from -106697544.000000 to -106697856.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31371 members 
Mstep: Class 3 contains 43473 members 
Mstep: Class 4 contains 45208 members 
Mstep: Class 5 contains 8907 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43052 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45910 members 
Mstep: Class 10 contains 45301 members 
Mstep: Class 11 contains 46844 members 
Mstep: Class 12 contains 27700 members 
Mstep: Class 13 contains 47405 members 
Mstep: Class 14 contains 47209 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 45312 members 
Mstep: Class 21 contains 42494 members 
Mstep: Class 22 contains 31313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699224.000000 Penalty: 75744.453125
Iteration 399Q: 24 clusters Score -1.066992e+08 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31373 members 
Mstep: Class 3 contains 43461 members 
Mstep: Class 4 contains 45245 members 
Mstep: Class 5 contains 8971 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 43030 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 46010 members 
Mstep: Class 10 contains 45188 members 
Mstep: Class 11 contains 46751 members 
Mstep: Class 12 contains 27453 members 
Mstep: Class 13 contains 47166 members 
Mstep: Class 14 contains 47490 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 45265 members 
Mstep: Class 21 contains 42487 members 
Mstep: Class 22 contains 32514 members 
Mstep: Class 23 contains 20670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106700456.000000 Penalty: 75744.453125
Iteration 400F: 24 clusters Score -1.067005e+08 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31359 members 
Mstep: Class 3 contains 43305 members 
Mstep: Class 4 contains 45054 members 
Mstep: Class 5 contains 8928 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42721 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45914 members 
Mstep: Class 10 contains 44930 members 
Mstep: Class 11 contains 46524 members 
Mstep: Class 12 contains 26950 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 47138 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 45077 members 
Mstep: Class 21 contains 42436 members 
Mstep: Class 22 contains 33386 members 
Mstep: Class 23 contains 22391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106701392.000000 Penalty: 75744.453125
Iteration 401Q: 24 clusters Score -1.067014e+08 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31352 members 
Mstep: Class 3 contains 43124 members 
Mstep: Class 4 contains 44878 members 
Mstep: Class 5 contains 8906 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42561 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45782 members 
Mstep: Class 10 contains 44705 members 
Mstep: Class 11 contains 46351 members 
Mstep: Class 12 contains 26464 members 
Mstep: Class 13 contains 46802 members 
Mstep: Class 14 contains 47119 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 4334 members 
Mstep: Class 20 contains 44923 members 
Mstep: Class 21 contains 42362 members 
Mstep: Class 22 contains 34215 members 
Mstep: Class 23 contains 23514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106702112.000000 Penalty: 75744.453125
Iteration 402Q: 24 clusters Score -1.067021e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31348 members 
Mstep: Class 3 contains 42936 members 
Mstep: Class 4 contains 44743 members 
Mstep: Class 5 contains 8885 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42437 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45667 members 
Mstep: Class 10 contains 44502 members 
Mstep: Class 11 contains 46198 members 
Mstep: Class 12 contains 25938 members 
Mstep: Class 13 contains 46640 members 
Mstep: Class 14 contains 47188 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 4343 members 
Mstep: Class 20 contains 44821 members 
Mstep: Class 21 contains 42267 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 24509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106702664.000000 Penalty: 75744.453125
Iteration 403Q: 24 clusters Score -1.067027e+08 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31325 members 
Mstep: Class 3 contains 42756 members 
Mstep: Class 4 contains 44566 members 
Mstep: Class 5 contains 8863 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42348 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45561 members 
Mstep: Class 10 contains 44356 members 
Mstep: Class 11 contains 46072 members 
Mstep: Class 12 contains 25412 members 
Mstep: Class 13 contains 46489 members 
Mstep: Class 14 contains 47099 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 44711 members 
Mstep: Class 21 contains 42122 members 
Mstep: Class 22 contains 35803 members 
Mstep: Class 23 contains 25556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106704056.000000 Penalty: 75744.453125
Iteration 404Q: 24 clusters Score -1.067041e+08 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31296 members 
Mstep: Class 3 contains 42628 members 
Mstep: Class 4 contains 44428 members 
Mstep: Class 5 contains 8832 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42299 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45448 members 
Mstep: Class 10 contains 44223 members 
Mstep: Class 11 contains 45996 members 
Mstep: Class 12 contains 24865 members 
Mstep: Class 13 contains 46266 members 
Mstep: Class 14 contains 47115 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 4364 members 
Mstep: Class 20 contains 44592 members 
Mstep: Class 21 contains 41997 members 
Mstep: Class 22 contains 36532 members 
Mstep: Class 23 contains 26513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106704664.000000 Penalty: 75744.453125
Iteration 405Q: 24 clusters Score -1.067047e+08 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31262 members 
Mstep: Class 3 contains 42524 members 
Mstep: Class 4 contains 44249 members 
Mstep: Class 5 contains 8802 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42254 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45359 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 11 contains 45912 members 
Mstep: Class 12 contains 24290 members 
Mstep: Class 13 contains 46026 members 
Mstep: Class 14 contains 47115 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 44530 members 
Mstep: Class 21 contains 41819 members 
Mstep: Class 22 contains 37330 members 
Mstep: Class 23 contains 27430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106705136.000000 Penalty: 75744.453125
Iteration 406Q: 24 clusters Score -1.067051e+08 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31247 members 
Mstep: Class 3 contains 42438 members 
Mstep: Class 4 contains 44133 members 
Mstep: Class 5 contains 8770 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42209 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45250 members 
Mstep: Class 10 contains 43982 members 
Mstep: Class 11 contains 45795 members 
Mstep: Class 12 contains 23717 members 
Mstep: Class 13 contains 45782 members 
Mstep: Class 14 contains 47096 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 44462 members 
Mstep: Class 21 contains 41625 members 
Mstep: Class 22 contains 38120 members 
Mstep: Class 23 contains 28386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106705672.000000 Penalty: 75744.453125
Iteration 407Q: 24 clusters Score -1.067057e+08 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31234 members 
Mstep: Class 3 contains 42325 members 
Mstep: Class 4 contains 44039 members 
Mstep: Class 5 contains 8735 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42160 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45201 members 
Mstep: Class 10 contains 43812 members 
Mstep: Class 11 contains 45685 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 45585 members 
Mstep: Class 14 contains 47016 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 44407 members 
Mstep: Class 21 contains 41367 members 
Mstep: Class 22 contains 38875 members 
Mstep: Class 23 contains 29398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106706616.000000 Penalty: 75744.453125
Iteration 408Q: 24 clusters Score -1.067066e+08 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31221 members 
Mstep: Class 3 contains 42204 members 
Mstep: Class 4 contains 43953 members 
Mstep: Class 5 contains 8694 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42090 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45158 members 
Mstep: Class 10 contains 43658 members 
Mstep: Class 11 contains 45558 members 
Mstep: Class 12 contains 22603 members 
Mstep: Class 13 contains 45437 members 
Mstep: Class 14 contains 46993 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 44328 members 
Mstep: Class 21 contains 41101 members 
Mstep: Class 22 contains 39554 members 
Mstep: Class 23 contains 30442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106707304.000000 Penalty: 75744.453125
Iteration 409Q: 24 clusters Score -1.067073e+08 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31225 members 
Mstep: Class 3 contains 42021 members 
Mstep: Class 4 contains 43841 members 
Mstep: Class 5 contains 8662 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 42033 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45102 members 
Mstep: Class 10 contains 43490 members 
Mstep: Class 11 contains 45461 members 
Mstep: Class 12 contains 22065 members 
Mstep: Class 13 contains 45258 members 
Mstep: Class 14 contains 47045 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 44283 members 
Mstep: Class 21 contains 40806 members 
Mstep: Class 22 contains 40241 members 
Mstep: Class 23 contains 31442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106707984.000000 Penalty: 75744.453125
Iteration 410Q: 24 clusters Score -1.06708e+08 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31220 members 
Mstep: Class 3 contains 41835 members 
Mstep: Class 4 contains 43721 members 
Mstep: Class 5 contains 8622 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41952 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45093 members 
Mstep: Class 10 contains 43361 members 
Mstep: Class 11 contains 45356 members 
Mstep: Class 12 contains 21534 members 
Mstep: Class 13 contains 45026 members 
Mstep: Class 14 contains 47030 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 44233 members 
Mstep: Class 21 contains 40517 members 
Mstep: Class 22 contains 40917 members 
Mstep: Class 23 contains 32527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106708536.000000 Penalty: 75744.453125
Iteration 411Q: 24 clusters Score -1.067085e+08 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31205 members 
Mstep: Class 3 contains 41664 members 
Mstep: Class 4 contains 43563 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41885 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45118 members 
Mstep: Class 10 contains 43220 members 
Mstep: Class 11 contains 45261 members 
Mstep: Class 12 contains 20989 members 
Mstep: Class 13 contains 44793 members 
Mstep: Class 14 contains 46979 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 4487 members 
Mstep: Class 20 contains 44159 members 
Mstep: Class 21 contains 40224 members 
Mstep: Class 22 contains 41543 members 
Mstep: Class 23 contains 33704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106708928.000000 Penalty: 75744.453125
Iteration 412Q: 24 clusters Score -1.067089e+08 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31198 members 
Mstep: Class 3 contains 41519 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41812 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45117 members 
Mstep: Class 10 contains 43039 members 
Mstep: Class 11 contains 45166 members 
Mstep: Class 12 contains 20486 members 
Mstep: Class 13 contains 44457 members 
Mstep: Class 14 contains 46907 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 4517 members 
Mstep: Class 20 contains 44082 members 
Mstep: Class 21 contains 39962 members 
Mstep: Class 22 contains 42162 members 
Mstep: Class 23 contains 34979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106709400.000000 Penalty: 75744.453125
Iteration 413Q: 24 clusters Score -1.067094e+08 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31197 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 43275 members 
Mstep: Class 5 contains 8549 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41744 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45101 members 
Mstep: Class 10 contains 42859 members 
Mstep: Class 11 contains 45092 members 
Mstep: Class 12 contains 20010 members 
Mstep: Class 13 contains 44020 members 
Mstep: Class 14 contains 46838 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 43978 members 
Mstep: Class 21 contains 39814 members 
Mstep: Class 22 contains 42719 members 
Mstep: Class 23 contains 36319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106709840.000000 Penalty: 75744.453125
Iteration 414Q: 24 clusters Score -1.067098e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31184 members 
Mstep: Class 3 contains 41155 members 
Mstep: Class 4 contains 43099 members 
Mstep: Class 5 contains 8509 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41683 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45118 members 
Mstep: Class 10 contains 42713 members 
Mstep: Class 11 contains 45088 members 
Mstep: Class 12 contains 19510 members 
Mstep: Class 13 contains 43473 members 
Mstep: Class 14 contains 46735 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 43903 members 
Mstep: Class 21 contains 39690 members 
Mstep: Class 22 contains 43294 members 
Mstep: Class 23 contains 37693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710584.000000 Penalty: 75744.453125
Iteration 415Q: 24 clusters Score -1.067106e+08 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31195 members 
Mstep: Class 3 contains 40977 members 
Mstep: Class 4 contains 42892 members 
Mstep: Class 5 contains 8466 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41641 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45149 members 
Mstep: Class 10 contains 42543 members 
Mstep: Class 11 contains 45053 members 
Mstep: Class 12 contains 19012 members 
Mstep: Class 13 contains 43003 members 
Mstep: Class 14 contains 46642 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 4552 members 
Mstep: Class 20 contains 43808 members 
Mstep: Class 21 contains 39606 members 
Mstep: Class 22 contains 43772 members 
Mstep: Class 23 contains 39083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711192.000000 Penalty: 75744.453125
Iteration 416Q: 24 clusters Score -1.067112e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31192 members 
Mstep: Class 3 contains 40843 members 
Mstep: Class 4 contains 42706 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41596 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45180 members 
Mstep: Class 10 contains 42351 members 
Mstep: Class 11 contains 45012 members 
Mstep: Class 12 contains 18523 members 
Mstep: Class 13 contains 42507 members 
Mstep: Class 14 contains 46582 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 43723 members 
Mstep: Class 21 contains 39513 members 
Mstep: Class 22 contains 44149 members 
Mstep: Class 23 contains 40534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711632.000000 Penalty: 75744.453125
Iteration 417Q: 24 clusters Score -1.067116e+08 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31194 members 
Mstep: Class 3 contains 40732 members 
Mstep: Class 4 contains 42528 members 
Mstep: Class 5 contains 8367 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41503 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45196 members 
Mstep: Class 10 contains 42180 members 
Mstep: Class 11 contains 44979 members 
Mstep: Class 12 contains 18061 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 46547 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 20 contains 43638 members 
Mstep: Class 21 contains 39400 members 
Mstep: Class 22 contains 44484 members 
Mstep: Class 23 contains 41993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106712216.000000 Penalty: 75744.453125
Iteration 418Q: 24 clusters Score -1.067122e+08 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31182 members 
Mstep: Class 3 contains 40680 members 
Mstep: Class 4 contains 42389 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41459 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45191 members 
Mstep: Class 10 contains 42021 members 
Mstep: Class 11 contains 44972 members 
Mstep: Class 12 contains 17619 members 
Mstep: Class 13 contains 41462 members 
Mstep: Class 14 contains 46666 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 43583 members 
Mstep: Class 21 contains 39315 members 
Mstep: Class 22 contains 44580 members 
Mstep: Class 23 contains 43360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106712192.000000 Penalty: 75744.453125
Iteration 419Q: 24 clusters Score -1.067122e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31165 members 
Mstep: Class 3 contains 40669 members 
Mstep: Class 4 contains 42263 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41455 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45214 members 
Mstep: Class 10 contains 41845 members 
Mstep: Class 11 contains 44950 members 
Mstep: Class 12 contains 17225 members 
Mstep: Class 13 contains 40874 members 
Mstep: Class 14 contains 46961 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 4635 members 
Mstep: Class 20 contains 43554 members 
Mstep: Class 21 contains 39309 members 
Mstep: Class 22 contains 44346 members 
Mstep: Class 23 contains 44661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711968.000000 Penalty: 75744.453125
Iteration 420F: 24 clusters Score -1.06712e+08 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31165 members 
Mstep: Class 3 contains 40644 members 
Mstep: Class 4 contains 42225 members 
Mstep: Class 5 contains 8211 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41459 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45228 members 
Mstep: Class 10 contains 41645 members 
Mstep: Class 11 contains 44923 members 
Mstep: Class 12 contains 16861 members 
Mstep: Class 13 contains 40339 members 
Mstep: Class 14 contains 47162 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4674 members 
Mstep: Class 20 contains 43559 members 
Mstep: Class 21 contains 39311 members 
Mstep: Class 22 contains 44063 members 
Mstep: Class 23 contains 45928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711848.000000 Penalty: 75744.453125
Iteration 421Q: 24 clusters Score -1.067118e+08 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31155 members 
Mstep: Class 3 contains 40599 members 
Mstep: Class 4 contains 42150 members 
Mstep: Class 5 contains 8142 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41474 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45160 members 
Mstep: Class 10 contains 41431 members 
Mstep: Class 11 contains 44908 members 
Mstep: Class 12 contains 16554 members 
Mstep: Class 13 contains 39790 members 
Mstep: Class 14 contains 47009 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4714 members 
Mstep: Class 20 contains 43584 members 
Mstep: Class 21 contains 39336 members 
Mstep: Class 22 contains 44223 members 
Mstep: Class 23 contains 47168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711400.000000 Penalty: 75744.453125
Iteration 422Q: 24 clusters Score -1.067114e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31149 members 
Mstep: Class 3 contains 40550 members 
Mstep: Class 4 contains 42085 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41527 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45091 members 
Mstep: Class 10 contains 41274 members 
Mstep: Class 11 contains 44940 members 
Mstep: Class 12 contains 16248 members 
Mstep: Class 13 contains 39228 members 
Mstep: Class 14 contains 46757 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4759 members 
Mstep: Class 20 contains 43579 members 
Mstep: Class 21 contains 39366 members 
Mstep: Class 22 contains 44540 members 
Mstep: Class 23 contains 48236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711152.000000 Penalty: 75744.453125
Iteration 423Q: 24 clusters Score -1.067112e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31157 members 
Mstep: Class 3 contains 40531 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 7980 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41546 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45085 members 
Mstep: Class 10 contains 41173 members 
Mstep: Class 11 contains 44969 members 
Mstep: Class 12 contains 15961 members 
Mstep: Class 13 contains 38734 members 
Mstep: Class 14 contains 46582 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4799 members 
Mstep: Class 20 contains 43553 members 
Mstep: Class 21 contains 39375 members 
Mstep: Class 22 contains 44769 members 
Mstep: Class 23 contains 49103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711288.000000 Penalty: 75744.453125
Iteration 424Q: 24 clusters Score -1.067113e+08 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31170 members 
Mstep: Class 3 contains 40519 members 
Mstep: Class 4 contains 42102 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41538 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45059 members 
Mstep: Class 10 contains 41082 members 
Mstep: Class 11 contains 44969 members 
Mstep: Class 12 contains 15674 members 
Mstep: Class 13 contains 38263 members 
Mstep: Class 14 contains 46441 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4845 members 
Mstep: Class 20 contains 43546 members 
Mstep: Class 21 contains 39405 members 
Mstep: Class 22 contains 44983 members 
Mstep: Class 23 contains 49881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711488.000000 Penalty: 75744.453125
Iteration 425Q: 24 clusters Score -1.067115e+08 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31189 members 
Mstep: Class 3 contains 40521 members 
Mstep: Class 4 contains 42116 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41509 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44980 members 
Mstep: Class 10 contains 40993 members 
Mstep: Class 11 contains 44960 members 
Mstep: Class 12 contains 15401 members 
Mstep: Class 13 contains 37837 members 
Mstep: Class 14 contains 46036 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 43558 members 
Mstep: Class 21 contains 39436 members 
Mstep: Class 22 contains 45399 members 
Mstep: Class 23 contains 50718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711752.000000 Penalty: 75744.453125
Iteration 426Q: 24 clusters Score -1.067118e+08 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31201 members 
Mstep: Class 3 contains 40519 members 
Mstep: Class 4 contains 42068 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41431 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44836 members 
Mstep: Class 10 contains 40908 members 
Mstep: Class 11 contains 44997 members 
Mstep: Class 12 contains 15128 members 
Mstep: Class 13 contains 37558 members 
Mstep: Class 14 contains 45416 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 4921 members 
Mstep: Class 20 contains 43543 members 
Mstep: Class 21 contains 39423 members 
Mstep: Class 22 contains 46050 members 
Mstep: Class 23 contains 51609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106711272.000000 Penalty: 75744.453125
Iteration 427Q: 24 clusters Score -1.067113e+08 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31219 members 
Mstep: Class 3 contains 40473 members 
Mstep: Class 4 contains 41872 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41315 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44733 members 
Mstep: Class 10 contains 40827 members 
Mstep: Class 11 contains 45021 members 
Mstep: Class 12 contains 14883 members 
Mstep: Class 13 contains 37314 members 
Mstep: Class 14 contains 44706 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 43530 members 
Mstep: Class 21 contains 39403 members 
Mstep: Class 22 contains 46892 members 
Mstep: Class 23 contains 52505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710808.000000 Penalty: 75744.453125
Iteration 428Q: 24 clusters Score -1.067108e+08 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31227 members 
Mstep: Class 3 contains 40377 members 
Mstep: Class 4 contains 41658 members 
Mstep: Class 5 contains 7692 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41208 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44676 members 
Mstep: Class 10 contains 40757 members 
Mstep: Class 11 contains 45039 members 
Mstep: Class 12 contains 14653 members 
Mstep: Class 13 contains 37009 members 
Mstep: Class 14 contains 43920 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 43508 members 
Mstep: Class 21 contains 39353 members 
Mstep: Class 22 contains 47813 members 
Mstep: Class 23 contains 53503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710464.000000 Penalty: 75744.453125
Iteration 429Q: 24 clusters Score -1.067105e+08 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31231 members 
Mstep: Class 3 contains 40337 members 
Mstep: Class 4 contains 41397 members 
Mstep: Class 5 contains 7649 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41087 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44748 members 
Mstep: Class 10 contains 40681 members 
Mstep: Class 11 contains 45037 members 
Mstep: Class 12 contains 14458 members 
Mstep: Class 13 contains 36686 members 
Mstep: Class 14 contains 43555 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 5048 members 
Mstep: Class 20 contains 43493 members 
Mstep: Class 21 contains 39332 members 
Mstep: Class 22 contains 48525 members 
Mstep: Class 23 contains 54136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106709848.000000 Penalty: 75744.453125
Iteration 430Q: 24 clusters Score -1.067098e+08 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31240 members 
Mstep: Class 3 contains 40258 members 
Mstep: Class 4 contains 41173 members 
Mstep: Class 5 contains 7614 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41002 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44837 members 
Mstep: Class 10 contains 40623 members 
Mstep: Class 11 contains 45053 members 
Mstep: Class 12 contains 14262 members 
Mstep: Class 13 contains 36282 members 
Mstep: Class 14 contains 43487 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 5102 members 
Mstep: Class 20 contains 43454 members 
Mstep: Class 21 contains 39329 members 
Mstep: Class 22 contains 49068 members 
Mstep: Class 23 contains 54616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106709304.000000 Penalty: 75744.453125
Iteration 431Q: 24 clusters Score -1.067093e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31238 members 
Mstep: Class 3 contains 40189 members 
Mstep: Class 4 contains 40969 members 
Mstep: Class 5 contains 7556 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 40979 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44875 members 
Mstep: Class 10 contains 40561 members 
Mstep: Class 11 contains 45100 members 
Mstep: Class 12 contains 14093 members 
Mstep: Class 13 contains 35857 members 
Mstep: Class 14 contains 43477 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 43435 members 
Mstep: Class 21 contains 39348 members 
Mstep: Class 22 contains 49565 members 
Mstep: Class 23 contains 55010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106708320.000000 Penalty: 75744.453125
Iteration 432Q: 24 clusters Score -1.067083e+08 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31239 members 
Mstep: Class 3 contains 40138 members 
Mstep: Class 4 contains 40844 members 
Mstep: Class 5 contains 7510 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 40969 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44916 members 
Mstep: Class 10 contains 40526 members 
Mstep: Class 11 contains 45107 members 
Mstep: Class 12 contains 13939 members 
Mstep: Class 13 contains 35387 members 
Mstep: Class 14 contains 43551 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 43425 members 
Mstep: Class 21 contains 39342 members 
Mstep: Class 22 contains 50000 members 
Mstep: Class 23 contains 55299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106707648.000000 Penalty: 75744.453125
Iteration 433Q: 24 clusters Score -1.067076e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31240 members 
Mstep: Class 3 contains 40101 members 
Mstep: Class 4 contains 40809 members 
Mstep: Class 5 contains 7476 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 40966 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44949 members 
Mstep: Class 10 contains 40486 members 
Mstep: Class 11 contains 45131 members 
Mstep: Class 12 contains 13786 members 
Mstep: Class 13 contains 34980 members 
Mstep: Class 14 contains 43715 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 5256 members 
Mstep: Class 20 contains 43407 members 
Mstep: Class 21 contains 39355 members 
Mstep: Class 22 contains 50345 members 
Mstep: Class 23 contains 55396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106707792.000000 Penalty: 75744.453125
Iteration 434Q: 24 clusters Score -1.067078e+08 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31241 members 
Mstep: Class 3 contains 40100 members 
Mstep: Class 4 contains 40830 members 
Mstep: Class 5 contains 7449 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 40972 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44951 members 
Mstep: Class 10 contains 40448 members 
Mstep: Class 11 contains 45126 members 
Mstep: Class 12 contains 13663 members 
Mstep: Class 13 contains 34651 members 
Mstep: Class 14 contains 43900 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 5313 members 
Mstep: Class 20 contains 43426 members 
Mstep: Class 21 contains 39386 members 
Mstep: Class 22 contains 50638 members 
Mstep: Class 23 contains 55303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106707576.000000 Penalty: 75744.453125
Iteration 435Q: 24 clusters Score -1.067076e+08 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31247 members 
Mstep: Class 3 contains 40080 members 
Mstep: Class 4 contains 40911 members 
Mstep: Class 5 contains 7415 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41036 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44962 members 
Mstep: Class 10 contains 40389 members 
Mstep: Class 11 contains 45129 members 
Mstep: Class 12 contains 13555 members 
Mstep: Class 13 contains 34351 members 
Mstep: Class 14 contains 44088 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 5369 members 
Mstep: Class 20 contains 43410 members 
Mstep: Class 21 contains 39423 members 
Mstep: Class 22 contains 50929 members 
Mstep: Class 23 contains 55103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106707520.000000 Penalty: 75744.453125
Iteration 436Q: 24 clusters Score -1.067075e+08 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31254 members 
Mstep: Class 3 contains 40073 members 
Mstep: Class 4 contains 41013 members 
Mstep: Class 5 contains 7392 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41083 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44924 members 
Mstep: Class 10 contains 40339 members 
Mstep: Class 11 contains 45140 members 
Mstep: Class 12 contains 13460 members 
Mstep: Class 13 contains 34172 members 
Mstep: Class 14 contains 44285 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 5430 members 
Mstep: Class 20 contains 43409 members 
Mstep: Class 21 contains 39481 members 
Mstep: Class 22 contains 51160 members 
Mstep: Class 23 contains 54782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106707584.000000 Penalty: 75744.453125
Iteration 437Q: 24 clusters Score -1.067076e+08 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31257 members 
Mstep: Class 3 contains 40076 members 
Mstep: Class 4 contains 41124 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41156 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44909 members 
Mstep: Class 10 contains 40297 members 
Mstep: Class 11 contains 45155 members 
Mstep: Class 12 contains 13374 members 
Mstep: Class 13 contains 34034 members 
Mstep: Class 14 contains 44487 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 5491 members 
Mstep: Class 20 contains 43381 members 
Mstep: Class 21 contains 39522 members 
Mstep: Class 22 contains 51345 members 
Mstep: Class 23 contains 54414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106707736.000000 Penalty: 75744.453125
Iteration 438Q: 24 clusters Score -1.067077e+08 nChanged 2186
Entering ConstructFrom: 
Score: -106707736.000000 Penalty: 75744.453125
Entering ConstructFrom: 
Trying to split cluster 1 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -236803.640625 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -236803.6 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 712 members 
Entering Unmasked Estep 
Score: -234656.156250 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -234656.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -235310.984375 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -235311 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -235846.343750 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -235846.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -236353.953125 Penalty: 3580.215820
	Iteration 3F: 3 clusters Score -236354 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -236751.875000 Penalty: 3580.215820
	Iteration 4F: 3 clusters Score -236751.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -237036.218750 Penalty: 3580.215820
	Iteration 5F: 3 clusters Score -237036.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -237155.687500 Penalty: 3580.215820
	Iteration 6Q: 3 clusters Score -237155.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -237310.125000 Penalty: 3580.215820
	Iteration 7Q: 3 clusters Score -237310.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -237423.890625 Penalty: 3580.215820
	Iteration 8Q: 3 clusters Score -237423.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -237515.093750 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -237515.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -237611.406250 Penalty: 3580.215820
	Iteration 10Q: 3 clusters Score -237611.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -237667.062500 Penalty: 3580.215820
	Iteration 11Q: 3 clusters Score -237667.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -237689.343750 Penalty: 3580.215820
	Iteration 12Q: 3 clusters Score -237689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -237701.750000 Penalty: 3580.215820
	Iteration 13Q: 3 clusters Score -237701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -237702.578125 Penalty: 3580.215820
	Iteration 14Q: 3 clusters Score -237702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -237702.578125 Penalty: 3580.215820
	Iteration 15F: 3 clusters Score -237702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 31269 members 
Mstep: Class 3 contains 40064 members 
Mstep: Class 4 contains 41299 members 
Mstep: Class 5 contains 7359 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41221 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44898 members 
Mstep: Class 10 contains 40257 members 
Mstep: Class 11 contains 45163 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 33931 members 
Mstep: Class 14 contains 44610 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 5550 members 
Mstep: Class 20 contains 43356 members 
Mstep: Class 21 contains 39549 members 
Mstep: Class 22 contains 51503 members 
Mstep: Class 23 contains 54081 members 
Mstep: Class 24 contains 1059 members 
Entering Unmasked Estep 
Score: -106707608.000000 Penalty: 79037.695312
Splitting cluster 1 changes total score from -106707736.000000 to -106707608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (31269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Entering Unmasked Estep 
Score: -5638388.000000 Penalty: 2566.895020
	Iteration 0F: 2 clusters Score -5638388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -5617057.500000 Penalty: 5133.790039
	Iteration 0F: 3 clusters Score -5617058 nChanged 14023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -5624610.500000 Penalty: 5133.790039
	Iteration 1F: 3 clusters Score -5624610 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -5625018.000000 Penalty: 5133.790039
	Iteration 2Q: 3 clusters Score -5625018 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -5625402.000000 Penalty: 5133.790039
	Iteration 3Q: 3 clusters Score -5625402 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -5625691.000000 Penalty: 5133.790039
	Iteration 4Q: 3 clusters Score -5625691 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -5625923.500000 Penalty: 5133.790039
	Iteration 5Q: 3 clusters Score -5625924 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -5626175.000000 Penalty: 5133.790039
	Iteration 6Q: 3 clusters Score -5626175 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -5626463.500000 Penalty: 5133.790039
	Iteration 7Q: 3 clusters Score -5626464 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5626871.500000 Penalty: 5133.790039
	Iteration 8Q: 3 clusters Score -5626872 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5627418.500000 Penalty: 5133.790039
	Iteration 9Q: 3 clusters Score -5627418 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -5628155.500000 Penalty: 5133.790039
	Iteration 10Q: 3 clusters Score -5628156 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -5629217.500000 Penalty: 5133.790039
	Iteration 11F: 3 clusters Score -5629218 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5630705.000000 Penalty: 5133.790039
	Iteration 12F: 3 clusters Score -5630705 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5632359.500000 Penalty: 5133.790039
	Iteration 13F: 3 clusters Score -5632360 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -5633850.000000 Penalty: 5133.790039
	Iteration 14F: 3 clusters Score -5633850 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -5634884.500000 Penalty: 5133.790039
	Iteration 15Q: 3 clusters Score -5634884 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -5635463.000000 Penalty: 5133.790039
	Iteration 16Q: 3 clusters Score -5635463 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -5635797.000000 Penalty: 5133.790039
	Iteration 17Q: 3 clusters Score -5635797 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5635960.500000 Penalty: 5133.790039
	Iteration 18Q: 3 clusters Score -5635960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5636023.000000 Penalty: 5133.790039
	Iteration 19Q: 3 clusters Score -5636023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -5636063.000000 Penalty: 5133.790039
	Iteration 20F: 3 clusters Score -5636063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -5636092.500000 Penalty: 5133.790039
	Iteration 21Q: 3 clusters Score -5636092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -5636112.000000 Penalty: 5133.790039
	Iteration 22Q: 3 clusters Score -5636112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -5636131.000000 Penalty: 5133.790039
	Iteration 23Q: 3 clusters Score -5636131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -5636152.500000 Penalty: 5133.790039
	Iteration 24Q: 3 clusters Score -5636152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -5636168.500000 Penalty: 5133.790039
	Iteration 25Q: 3 clusters Score -5636168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -5636182.500000 Penalty: 5133.790039
	Iteration 26Q: 3 clusters Score -5636182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -5636206.000000 Penalty: 5133.790039
	Iteration 27Q: 3 clusters Score -5636206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -5636204.500000 Penalty: 5133.790039
	Iteration 28Q: 3 clusters Score -5636204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -5636212.000000 Penalty: 5133.790039
	Iteration 29Q: 3 clusters Score -5636212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -5636229.000000 Penalty: 5133.790039
	Iteration 30Q: 3 clusters Score -5636229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -5636231.000000 Penalty: 5133.790039
	Iteration 31Q: 3 clusters Score -5636231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -5636239.500000 Penalty: 5133.790039
	Iteration 32Q: 3 clusters Score -5636240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -5636233.500000 Penalty: 5133.790039
	Iteration 33Q: 3 clusters Score -5636234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -5636239.000000 Penalty: 5133.790039
	Iteration 34Q: 3 clusters Score -5636239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -5636242.000000 Penalty: 5133.790039
	Iteration 35Q: 3 clusters Score -5636242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -5636247.000000 Penalty: 5133.790039
	Iteration 36Q: 3 clusters Score -5636247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -5636251.000000 Penalty: 5133.790039
	Iteration 37Q: 3 clusters Score -5636251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -5636253.500000 Penalty: 5133.790039
	Iteration 38Q: 3 clusters Score -5636254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -5636253.000000 Penalty: 5133.790039
	Iteration 39Q: 3 clusters Score -5636253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -5636251.500000 Penalty: 5133.790039
	Iteration 40F: 3 clusters Score -5636252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Entering Unmasked Estep 
Score: -7393666.000000 Penalty: 2628.361816
	Iteration 0F: 2 clusters Score -7393666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -7366631.500000 Penalty: 5256.723633
	Iteration 0F: 3 clusters Score -7366632 nChanged 18299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -7376540.500000 Penalty: 5256.723633
	Iteration 1F: 3 clusters Score -7376540 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -7376942.500000 Penalty: 5256.723633
	Iteration 2Q: 3 clusters Score -7376942 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -7377400.500000 Penalty: 5256.723633
	Iteration 3Q: 3 clusters Score -7377400 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -7377884.500000 Penalty: 5256.723633
	Iteration 4Q: 3 clusters Score -7377884 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -7378400.500000 Penalty: 5256.723633
	Iteration 5Q: 3 clusters Score -7378400 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -7379185.000000 Penalty: 5256.723633
	Iteration 6Q: 3 clusters Score -7379185 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -7380208.500000 Penalty: 5256.723633
	Iteration 7Q: 3 clusters Score -7380208 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -7381737.000000 Penalty: 5256.723633
	Iteration 8F: 3 clusters Score -7381737 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -7383930.000000 Penalty: 5256.723633
	Iteration 9F: 3 clusters Score -7383930 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -7386312.000000 Penalty: 5256.723633
	Iteration 10F: 3 clusters Score -7386312 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -7388188.500000 Penalty: 5256.723633
	Iteration 11F: 3 clusters Score -7388188 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -7389323.500000 Penalty: 5256.723633
	Iteration 12Q: 3 clusters Score -7389324 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -7389933.500000 Penalty: 5256.723633
	Iteration 13Q: 3 clusters Score -7389934 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -7390329.000000 Penalty: 5256.723633
	Iteration 14Q: 3 clusters Score -7390329 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -7390663.000000 Penalty: 5256.723633
	Iteration 15Q: 3 clusters Score -7390663 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -7390933.000000 Penalty: 5256.723633
	Iteration 16Q: 3 clusters Score -7390933 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7391118.000000 Penalty: 5256.723633
	Iteration 17Q: 3 clusters Score -7391118 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7391307.000000 Penalty: 5256.723633
	Iteration 18Q: 3 clusters Score -7391307 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7391432.000000 Penalty: 5256.723633
	Iteration 19Q: 3 clusters Score -7391432 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7391509.500000 Penalty: 5256.723633
	Iteration 20F: 3 clusters Score -7391510 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7391582.000000 Penalty: 5256.723633
	Iteration 21Q: 3 clusters Score -7391582 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7391667.500000 Penalty: 5256.723633
	Iteration 22Q: 3 clusters Score -7391668 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7391745.000000 Penalty: 5256.723633
	Iteration 23Q: 3 clusters Score -7391745 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7391817.500000 Penalty: 5256.723633
	Iteration 24Q: 3 clusters Score -7391818 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7391856.500000 Penalty: 5256.723633
	Iteration 25Q: 3 clusters Score -7391856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7391875.500000 Penalty: 5256.723633
	Iteration 26Q: 3 clusters Score -7391876 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7391906.000000 Penalty: 5256.723633
	Iteration 27Q: 3 clusters Score -7391906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7391956.000000 Penalty: 5256.723633
	Iteration 28Q: 3 clusters Score -7391956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7391980.500000 Penalty: 5256.723633
	Iteration 29Q: 3 clusters Score -7391980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7392005.500000 Penalty: 5256.723633
	Iteration 30Q: 3 clusters Score -7392006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7392010.000000 Penalty: 5256.723633
	Iteration 31Q: 3 clusters Score -7392010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7392016.000000 Penalty: 5256.723633
	Iteration 32Q: 3 clusters Score -7392016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7392020.500000 Penalty: 5256.723633
	Iteration 33Q: 3 clusters Score -7392020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7392031.500000 Penalty: 5256.723633
	Iteration 34Q: 3 clusters Score -7392032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7392036.500000 Penalty: 5256.723633
	Iteration 35Q: 3 clusters Score -7392036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7392034.500000 Penalty: 5256.723633
	Iteration 36Q: 3 clusters Score -7392034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7392041.500000 Penalty: 5256.723633
	Iteration 37Q: 3 clusters Score -7392042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7392040.500000 Penalty: 5256.723633
	Iteration 38Q: 3 clusters Score -7392040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7392036.000000 Penalty: 5256.723633
	Iteration 39Q: 3 clusters Score -7392036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7392038.500000 Penalty: 5256.723633
	Iteration 40F: 3 clusters Score -7392038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7392038.000000 Penalty: 5256.723633
	Iteration 41Q: 3 clusters Score -7392038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7392042.000000 Penalty: 5256.723633
	Iteration 42Q: 3 clusters Score -7392042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7392040.000000 Penalty: 5256.723633
	Iteration 43Q: 3 clusters Score -7392040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7392040.500000 Penalty: 5256.723633
	Iteration 44Q: 3 clusters Score -7392040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7392036.000000 Penalty: 5256.723633
	Iteration 45Q: 3 clusters Score -7392036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7392041.000000 Penalty: 5256.723633
	Iteration 46Q: 3 clusters Score -7392041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7392040.500000 Penalty: 5256.723633
	Iteration 47Q: 3 clusters Score -7392040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7392045.000000 Penalty: 5256.723633
	Iteration 48Q: 3 clusters Score -7392045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7392044.500000 Penalty: 5256.723633
	Iteration 49Q: 3 clusters Score -7392044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7392043.500000 Penalty: 5256.723633
	Iteration 50Q: 3 clusters Score -7392044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7392043.500000 Penalty: 5256.723633
	Iteration 51F: 3 clusters Score -7392044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Entering Unmasked Estep 
Score: -7714295.500000 Penalty: 2635.891113
	Iteration 0F: 2 clusters Score -7714296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -7686555.500000 Penalty: 5271.782227
	Iteration 0F: 3 clusters Score -7686556 nChanged 18999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -7696822.000000 Penalty: 5271.782227
	Iteration 1F: 3 clusters Score -7696822 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -7697334.500000 Penalty: 5271.782227
	Iteration 2Q: 3 clusters Score -7697334 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -7697865.500000 Penalty: 5271.782227
	Iteration 3Q: 3 clusters Score -7697866 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -7698428.500000 Penalty: 5271.782227
	Iteration 4Q: 3 clusters Score -7698428 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -7699266.000000 Penalty: 5271.782227
	Iteration 5Q: 3 clusters Score -7699266 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -7700490.000000 Penalty: 5271.782227
	Iteration 6F: 3 clusters Score -7700490 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -7702341.000000 Penalty: 5271.782227
	Iteration 7F: 3 clusters Score -7702341 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -7704862.500000 Penalty: 5271.782227
	Iteration 8F: 3 clusters Score -7704862 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -7707430.500000 Penalty: 5271.782227
	Iteration 9F: 3 clusters Score -7707430 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -7709523.000000 Penalty: 5271.782227
	Iteration 10F: 3 clusters Score -7709523 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7710765.000000 Penalty: 5271.782227
	Iteration 11Q: 3 clusters Score -7710765 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7711417.500000 Penalty: 5271.782227
	Iteration 12Q: 3 clusters Score -7711418 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7711719.500000 Penalty: 5271.782227
	Iteration 13Q: 3 clusters Score -7711720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7711837.500000 Penalty: 5271.782227
	Iteration 14Q: 3 clusters Score -7711838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7711905.500000 Penalty: 5271.782227
	Iteration 15Q: 3 clusters Score -7711906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7711968.500000 Penalty: 5271.782227
	Iteration 16Q: 3 clusters Score -7711968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7712001.500000 Penalty: 5271.782227
	Iteration 17Q: 3 clusters Score -7712002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7712024.500000 Penalty: 5271.782227
	Iteration 18Q: 3 clusters Score -7712024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7712033.000000 Penalty: 5271.782227
	Iteration 19Q: 3 clusters Score -7712033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7712036.500000 Penalty: 5271.782227
	Iteration 20F: 3 clusters Score -7712036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7712040.500000 Penalty: 5271.782227
	Iteration 21Q: 3 clusters Score -7712040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7712040.500000 Penalty: 5271.782227
	Iteration 22F: 3 clusters Score -7712040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Entering Unmasked Estep 
Score: -1362384.250000 Penalty: 2208.112305
	Iteration 0F: 2 clusters Score -1362384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1356389.500000 Penalty: 4416.224609
	Iteration 0F: 3 clusters Score -1356390 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1357977.875000 Penalty: 4416.224609
	Iteration 1F: 3 clusters Score -1357978 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1358273.875000 Penalty: 4416.224609
	Iteration 2F: 3 clusters Score -1358274 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1358491.875000 Penalty: 4416.224609
	Iteration 3F: 3 clusters Score -1358492 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1358647.500000 Penalty: 4416.224609
	Iteration 4Q: 3 clusters Score -1358648 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1358775.750000 Penalty: 4416.224609
	Iteration 5Q: 3 clusters Score -1358776 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1358889.625000 Penalty: 4416.224609
	Iteration 6Q: 3 clusters Score -1358890 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1358994.250000 Penalty: 4416.224609
	Iteration 7Q: 3 clusters Score -1358994 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1359099.875000 Penalty: 4416.224609
	Iteration 8Q: 3 clusters Score -1359100 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1359194.500000 Penalty: 4416.224609
	Iteration 9Q: 3 clusters Score -1359194 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1359301.750000 Penalty: 4416.224609
	Iteration 10Q: 3 clusters Score -1359302 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1359411.250000 Penalty: 4416.224609
	Iteration 11Q: 3 clusters Score -1359411 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1359524.375000 Penalty: 4416.224609
	Iteration 12Q: 3 clusters Score -1359524 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1359651.375000 Penalty: 4416.224609
	Iteration 13Q: 3 clusters Score -1359651 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1359780.500000 Penalty: 4416.224609
	Iteration 14Q: 3 clusters Score -1359780 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1359899.375000 Penalty: 4416.224609
	Iteration 15Q: 3 clusters Score -1359899 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1360005.750000 Penalty: 4416.224609
	Iteration 16Q: 3 clusters Score -1360006 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1360098.750000 Penalty: 4416.224609
	Iteration 17Q: 3 clusters Score -1360099 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1360180.250000 Penalty: 4416.224609
	Iteration 18Q: 3 clusters Score -1360180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1360254.000000 Penalty: 4416.224609
	Iteration 19Q: 3 clusters Score -1360254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1360309.500000 Penalty: 4416.224609
	Iteration 20F: 3 clusters Score -1360310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1360341.250000 Penalty: 4416.224609
	Iteration 21Q: 3 clusters Score -1360341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1360363.000000 Penalty: 4416.224609
	Iteration 22Q: 3 clusters Score -1360363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1360379.500000 Penalty: 4416.224609
	Iteration 23Q: 3 clusters Score -1360380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1360396.500000 Penalty: 4416.224609
	Iteration 24Q: 3 clusters Score -1360396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1360411.500000 Penalty: 4416.224609
	Iteration 25Q: 3 clusters Score -1360412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1360424.000000 Penalty: 4416.224609
	Iteration 26Q: 3 clusters Score -1360424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1360442.875000 Penalty: 4416.224609
	Iteration 27Q: 3 clusters Score -1360443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1360458.750000 Penalty: 4416.224609
	Iteration 28Q: 3 clusters Score -1360459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1360477.500000 Penalty: 4416.224609
	Iteration 29Q: 3 clusters Score -1360478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1360495.750000 Penalty: 4416.224609
	Iteration 30Q: 3 clusters Score -1360496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1360504.625000 Penalty: 4416.224609
	Iteration 31Q: 3 clusters Score -1360505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1360508.250000 Penalty: 4416.224609
	Iteration 32Q: 3 clusters Score -1360508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1360515.125000 Penalty: 4416.224609
	Iteration 33Q: 3 clusters Score -1360515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1360523.625000 Penalty: 4416.224609
	Iteration 34Q: 3 clusters Score -1360524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1360526.750000 Penalty: 4416.224609
	Iteration 35Q: 3 clusters Score -1360527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1360530.000000 Penalty: 4416.224609
	Iteration 36Q: 3 clusters Score -1360530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1360531.250000 Penalty: 4416.224609
	Iteration 37Q: 3 clusters Score -1360531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1360530.750000 Penalty: 4416.224609
	Iteration 38Q: 3 clusters Score -1360531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1360535.000000 Penalty: 4416.224609
	Iteration 39Q: 3 clusters Score -1360535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1360539.000000 Penalty: 4416.224609
	Iteration 40F: 3 clusters Score -1360539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1360539.500000 Penalty: 4416.224609
	Iteration 41Q: 3 clusters Score -1360540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1360540.250000 Penalty: 4416.224609
	Iteration 42Q: 3 clusters Score -1360540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1360542.625000 Penalty: 4416.224609
	Iteration 43Q: 3 clusters Score -1360543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1360545.125000 Penalty: 4416.224609
	Iteration 44Q: 3 clusters Score -1360545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1360548.625000 Penalty: 4416.224609
	Iteration 45Q: 3 clusters Score -1360549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1360554.875000 Penalty: 4416.224609
	Iteration 46Q: 3 clusters Score -1360555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1360560.625000 Penalty: 4416.224609
	Iteration 47Q: 3 clusters Score -1360561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1360564.875000 Penalty: 4416.224609
	Iteration 48Q: 3 clusters Score -1360565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1360569.125000 Penalty: 4416.224609
	Iteration 49Q: 3 clusters Score -1360569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1360568.750000 Penalty: 4416.224609
	Iteration 50Q: 3 clusters Score -1360569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1360568.750000 Penalty: 4416.224609
	Iteration 51F: 3 clusters Score -1360569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -77940.679688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -77940.68 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 329 members 
Entering Unmasked Estep 
Score: -76402.968750 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -76402.97 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76839.070312 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -76839.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77035.984375 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -77035.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77173.796875 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -77173.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77260.328125 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -77260.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77343.046875 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -77343.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77410.562500 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -77410.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77440.468750 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -77440.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -77474.656250 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -77474.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77486.757812 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -77486.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77504.203125 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -77504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77520.218750 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -77520.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77546.554688 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -77546.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77596.289062 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -77596.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77604.343750 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -77604.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77606.695312 Penalty: 3220.901855
	Iteration 15F: 3 clusters Score -77606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77619.976562 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -77619.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77634.859375 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -77634.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77647.765625 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -77647.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77660.421875 Penalty: 3220.901855
	Iteration 19Q: 3 clusters Score -77660.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77683.679688 Penalty: 3220.901855
	Iteration 20F: 3 clusters Score -77683.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77686.710938 Penalty: 3220.901855
	Iteration 21Q: 3 clusters Score -77686.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77686.710938 Penalty: 3220.901855
	Iteration 22F: 3 clusters Score -77686.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Entering Unmasked Estep 
Score: -7634045.500000 Penalty: 2635.422363
	Iteration 0F: 2 clusters Score -7634046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -7606366.000000 Penalty: 5270.844727
	Iteration 0F: 3 clusters Score -7606366 nChanged 18795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -7616750.500000 Penalty: 5270.844727
	Iteration 1F: 3 clusters Score -7616750 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -7617742.500000 Penalty: 5270.844727
	Iteration 2F: 3 clusters Score -7617742 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -7619088.000000 Penalty: 5270.844727
	Iteration 3F: 3 clusters Score -7619088 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -7620796.000000 Penalty: 5270.844727
	Iteration 4F: 3 clusters Score -7620796 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -7622736.500000 Penalty: 5270.844727
	Iteration 5F: 3 clusters Score -7622736 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -7624963.500000 Penalty: 5270.844727
	Iteration 6F: 3 clusters Score -7624964 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -7627312.000000 Penalty: 5270.844727
	Iteration 7F: 3 clusters Score -7627312 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -7629212.000000 Penalty: 5270.844727
	Iteration 8F: 3 clusters Score -7629212 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -7630249.500000 Penalty: 5270.844727
	Iteration 9Q: 3 clusters Score -7630250 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -7630779.500000 Penalty: 5270.844727
	Iteration 10Q: 3 clusters Score -7630780 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -7631142.000000 Penalty: 5270.844727
	Iteration 11Q: 3 clusters Score -7631142 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -7631355.500000 Penalty: 5270.844727
	Iteration 12Q: 3 clusters Score -7631356 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -7631538.500000 Penalty: 5270.844727
	Iteration 13Q: 3 clusters Score -7631538 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -7631726.000000 Penalty: 5270.844727
	Iteration 14Q: 3 clusters Score -7631726 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -7631848.500000 Penalty: 5270.844727
	Iteration 15Q: 3 clusters Score -7631848 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -7631939.500000 Penalty: 5270.844727
	Iteration 16Q: 3 clusters Score -7631940 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -7632036.500000 Penalty: 5270.844727
	Iteration 17Q: 3 clusters Score -7632036 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -7632103.500000 Penalty: 5270.844727
	Iteration 18Q: 3 clusters Score -7632104 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -7632199.500000 Penalty: 5270.844727
	Iteration 19Q: 3 clusters Score -7632200 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -7632252.500000 Penalty: 5270.844727
	Iteration 20F: 3 clusters Score -7632252 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -7632302.500000 Penalty: 5270.844727
	Iteration 21Q: 3 clusters Score -7632302 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -7632333.000000 Penalty: 5270.844727
	Iteration 22Q: 3 clusters Score -7632333 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -7632412.500000 Penalty: 5270.844727
	Iteration 23Q: 3 clusters Score -7632412 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -7632446.500000 Penalty: 5270.844727
	Iteration 24Q: 3 clusters Score -7632446 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -7632484.000000 Penalty: 5270.844727
	Iteration 25Q: 3 clusters Score -7632484 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -7632549.500000 Penalty: 5270.844727
	Iteration 26Q: 3 clusters Score -7632550 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -7632595.000000 Penalty: 5270.844727
	Iteration 27Q: 3 clusters Score -7632595 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -7632653.500000 Penalty: 5270.844727
	Iteration 28Q: 3 clusters Score -7632654 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -7632707.500000 Penalty: 5270.844727
	Iteration 29Q: 3 clusters Score -7632708 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -7632741.500000 Penalty: 5270.844727
	Iteration 30Q: 3 clusters Score -7632742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -7632762.500000 Penalty: 5270.844727
	Iteration 31Q: 3 clusters Score -7632762 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -7632785.000000 Penalty: 5270.844727
	Iteration 32Q: 3 clusters Score -7632785 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -7632803.000000 Penalty: 5270.844727
	Iteration 33Q: 3 clusters Score -7632803 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -7632840.000000 Penalty: 5270.844727
	Iteration 34Q: 3 clusters Score -7632840 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -7632852.000000 Penalty: 5270.844727
	Iteration 35Q: 3 clusters Score -7632852 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -7632877.500000 Penalty: 5270.844727
	Iteration 36Q: 3 clusters Score -7632878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -7632886.000000 Penalty: 5270.844727
	Iteration 37Q: 3 clusters Score -7632886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -7632903.000000 Penalty: 5270.844727
	Iteration 38Q: 3 clusters Score -7632903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7632890.000000 Penalty: 5270.844727
	Iteration 39Q: 3 clusters Score -7632890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -7632889.500000 Penalty: 5270.844727
	Iteration 40F: 3 clusters Score -7632890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -7632901.000000 Penalty: 5270.844727
	Iteration 41Q: 3 clusters Score -7632901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -7632908.500000 Penalty: 5270.844727
	Iteration 42Q: 3 clusters Score -7632908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -7632922.500000 Penalty: 5270.844727
	Iteration 43Q: 3 clusters Score -7632922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7632928.000000 Penalty: 5270.844727
	Iteration 44Q: 3 clusters Score -7632928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7632930.500000 Penalty: 5270.844727
	Iteration 45Q: 3 clusters Score -7632930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -7632946.000000 Penalty: 5270.844727
	Iteration 46Q: 3 clusters Score -7632946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7632955.000000 Penalty: 5270.844727
	Iteration 47Q: 3 clusters Score -7632955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -7632959.500000 Penalty: 5270.844727
	Iteration 48Q: 3 clusters Score -7632960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -7632963.000000 Penalty: 5270.844727
	Iteration 49Q: 3 clusters Score -7632963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -7632971.500000 Penalty: 5270.844727
	Iteration 50Q: 3 clusters Score -7632972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -7632968.000000 Penalty: 5270.844727
	Iteration 51Q: 3 clusters Score -7632968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -7632976.500000 Penalty: 5270.844727
	Iteration 52Q: 3 clusters Score -7632976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -7632975.500000 Penalty: 5270.844727
	Iteration 53Q: 3 clusters Score -7632976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -7632988.000000 Penalty: 5270.844727
	Iteration 54Q: 3 clusters Score -7632988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7632980.500000 Penalty: 5270.844727
	Iteration 55Q: 3 clusters Score -7632980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -7632994.500000 Penalty: 5270.844727
	Iteration 56Q: 3 clusters Score -7632994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7633001.000000 Penalty: 5270.844727
	Iteration 57Q: 3 clusters Score -7633001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -7632995.500000 Penalty: 5270.844727
	Iteration 58Q: 3 clusters Score -7632996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7632981.500000 Penalty: 5270.844727
	Iteration 59Q: 3 clusters Score -7632982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -7632984.000000 Penalty: 5270.844727
	Iteration 60F: 3 clusters Score -7632984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -7632986.000000 Penalty: 5270.844727
	Iteration 61Q: 3 clusters Score -7632986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -7632977.000000 Penalty: 5270.844727
	Iteration 62Q: 3 clusters Score -7632977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7632982.500000 Penalty: 5270.844727
	Iteration 63Q: 3 clusters Score -7632982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7632986.500000 Penalty: 5270.844727
	Iteration 64Q: 3 clusters Score -7632986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -7632987.500000 Penalty: 5270.844727
	Iteration 65Q: 3 clusters Score -7632988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -7632985.000000 Penalty: 5270.844727
	Iteration 66Q: 3 clusters Score -7632985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -7632986.500000 Penalty: 5270.844727
	Iteration 67Q: 3 clusters Score -7632986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -7632983.500000 Penalty: 5270.844727
	Iteration 68Q: 3 clusters Score -7632984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -7632983.000000 Penalty: 5270.844727
	Iteration 69Q: 3 clusters Score -7632983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -7632989.000000 Penalty: 5270.844727
	Iteration 70Q: 3 clusters Score -7632989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7633003.000000 Penalty: 5270.844727
	Iteration 71Q: 3 clusters Score -7633003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -7633001.000000 Penalty: 5270.844727
	Iteration 72Q: 3 clusters Score -7633001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -7633008.500000 Penalty: 5270.844727
	Iteration 73Q: 3 clusters Score -7633008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -7632992.000000 Penalty: 5270.844727
	Iteration 74Q: 3 clusters Score -7632992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7632989.000000 Penalty: 5270.844727
	Iteration 75Q: 3 clusters Score -7632989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -7632990.500000 Penalty: 5270.844727
	Iteration 76Q: 3 clusters Score -7632990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -7632990.000000 Penalty: 5270.844727
	Iteration 77Q: 3 clusters Score -7632990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -7632987.500000 Penalty: 5270.844727
	Iteration 78Q: 3 clusters Score -7632988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -7632985.000000 Penalty: 5270.844727
	Iteration 79Q: 3 clusters Score -7632985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -7632984.500000 Penalty: 5270.844727
	Iteration 80F: 3 clusters Score -7632984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7632982.500000 Penalty: 5270.844727
	Iteration 81Q: 3 clusters Score -7632982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7632984.500000 Penalty: 5270.844727
	Iteration 82Q: 3 clusters Score -7632984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -7632984.000000 Penalty: 5270.844727
	Iteration 83Q: 3 clusters Score -7632984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -7632996.000000 Penalty: 5270.844727
	Iteration 84Q: 3 clusters Score -7632996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7632995.000000 Penalty: 5270.844727
	Iteration 85Q: 3 clusters Score -7632995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -7632993.500000 Penalty: 5270.844727
	Iteration 86Q: 3 clusters Score -7632994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7632991.000000 Penalty: 5270.844727
	Iteration 87Q: 3 clusters Score -7632991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -7632995.500000 Penalty: 5270.844727
	Iteration 88Q: 3 clusters Score -7632996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -7632996.000000 Penalty: 5270.844727
	Iteration 89Q: 3 clusters Score -7632996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -7632985.000000 Penalty: 5270.844727
	Iteration 90Q: 3 clusters Score -7632985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -7632988.500000 Penalty: 5270.844727
	Iteration 91Q: 3 clusters Score -7632988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -7632986.000000 Penalty: 5270.844727
	Iteration 92Q: 3 clusters Score -7632986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -7632986.000000 Penalty: 5270.844727
	Iteration 93F: 3 clusters Score -7632986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -32279.650391 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -32279.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31094.111328 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -31094.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31328.123047 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -31328.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31441.236328 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -31441.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31487.263672 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -31487.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31546.960938 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -31546.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31561.876953 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -31561.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31563.011719 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -31563.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31563.896484 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -31563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31566.041016 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -31566.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31594.550781 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -31594.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31603.656250 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -31603.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31607.017578 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -31607.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31617.927734 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -31617.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31622.654297 Penalty: 2951.518799
	Iteration 13Q: 3 clusters Score -31622.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31622.654297 Penalty: 2951.518799
	Iteration 14F: 3 clusters Score -31622.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Entering Unmasked Estep 
Score: -8408356.000000 Penalty: 2656.612793
	Iteration 0F: 2 clusters Score -8408356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -8378811.000000 Penalty: 5313.225586
	Iteration 0F: 3 clusters Score -8378811 nChanged 20727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -8390602.000000 Penalty: 5313.225586
	Iteration 1F: 3 clusters Score -8390602 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -8391343.000000 Penalty: 5313.225586
	Iteration 2Q: 3 clusters Score -8391343 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -8392138.000000 Penalty: 5313.225586
	Iteration 3Q: 3 clusters Score -8392138 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -8393255.000000 Penalty: 5313.225586
	Iteration 4Q: 3 clusters Score -8393255 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -8394879.000000 Penalty: 5313.225586
	Iteration 5F: 3 clusters Score -8394879 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -8396907.000000 Penalty: 5313.225586
	Iteration 6F: 3 clusters Score -8396907 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -8399288.000000 Penalty: 5313.225586
	Iteration 7F: 3 clusters Score -8399288 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -8401374.000000 Penalty: 5313.225586
	Iteration 8F: 3 clusters Score -8401374 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -8402898.000000 Penalty: 5313.225586
	Iteration 9Q: 3 clusters Score -8402898 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -8403967.000000 Penalty: 5313.225586
	Iteration 10Q: 3 clusters Score -8403967 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -8404727.000000 Penalty: 5313.225586
	Iteration 11Q: 3 clusters Score -8404727 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -8405182.000000 Penalty: 5313.225586
	Iteration 12Q: 3 clusters Score -8405182 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -8405493.000000 Penalty: 5313.225586
	Iteration 13Q: 3 clusters Score -8405493 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -8405700.000000 Penalty: 5313.225586
	Iteration 14Q: 3 clusters Score -8405700 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8405832.000000 Penalty: 5313.225586
	Iteration 15Q: 3 clusters Score -8405832 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -8405912.000000 Penalty: 5313.225586
	Iteration 16Q: 3 clusters Score -8405912 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -8405954.000000 Penalty: 5313.225586
	Iteration 17Q: 3 clusters Score -8405954 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -8406008.000000 Penalty: 5313.225586
	Iteration 18Q: 3 clusters Score -8406008 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -8406053.000000 Penalty: 5313.225586
	Iteration 19Q: 3 clusters Score -8406053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8406065.000000 Penalty: 5313.225586
	Iteration 20F: 3 clusters Score -8406065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -8406097.000000 Penalty: 5313.225586
	Iteration 21Q: 3 clusters Score -8406097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -8406107.000000 Penalty: 5313.225586
	Iteration 22Q: 3 clusters Score -8406107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -8406121.000000 Penalty: 5313.225586
	Iteration 23Q: 3 clusters Score -8406121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8406122.000000 Penalty: 5313.225586
	Iteration 24Q: 3 clusters Score -8406122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -8406129.000000 Penalty: 5313.225586
	Iteration 25Q: 3 clusters Score -8406129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -8406142.000000 Penalty: 5313.225586
	Iteration 26Q: 3 clusters Score -8406142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -8406152.000000 Penalty: 5313.225586
	Iteration 27Q: 3 clusters Score -8406152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -8406146.000000 Penalty: 5313.225586
	Iteration 28Q: 3 clusters Score -8406146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -8406151.000000 Penalty: 5313.225586
	Iteration 29Q: 3 clusters Score -8406151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -8406152.000000 Penalty: 5313.225586
	Iteration 30Q: 3 clusters Score -8406152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8406149.000000 Penalty: 5313.225586
	Iteration 31Q: 3 clusters Score -8406149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8406156.000000 Penalty: 5313.225586
	Iteration 32Q: 3 clusters Score -8406156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -8406152.000000 Penalty: 5313.225586
	Iteration 33Q: 3 clusters Score -8406152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -8406151.000000 Penalty: 5313.225586
	Iteration 34Q: 3 clusters Score -8406151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -8406150.000000 Penalty: 5313.225586
	Iteration 35Q: 3 clusters Score -8406150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -8406150.000000 Penalty: 5313.225586
	Iteration 36F: 3 clusters Score -8406150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Entering Unmasked Estep 
Score: -7403071.500000 Penalty: 2629.553711
	Iteration 0F: 2 clusters Score -7403072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -7376005.500000 Penalty: 5259.107422
	Iteration 0F: 3 clusters Score -7376006 nChanged 18268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -7386047.500000 Penalty: 5259.107422
	Iteration 1F: 3 clusters Score -7386048 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -7386471.000000 Penalty: 5259.107422
	Iteration 2Q: 3 clusters Score -7386471 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -7386847.000000 Penalty: 5259.107422
	Iteration 3Q: 3 clusters Score -7386847 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -7387241.000000 Penalty: 5259.107422
	Iteration 4Q: 3 clusters Score -7387241 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -7387635.500000 Penalty: 5259.107422
	Iteration 5Q: 3 clusters Score -7387636 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -7388170.000000 Penalty: 5259.107422
	Iteration 6Q: 3 clusters Score -7388170 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -7388866.500000 Penalty: 5259.107422
	Iteration 7Q: 3 clusters Score -7388866 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -7389991.500000 Penalty: 5259.107422
	Iteration 8F: 3 clusters Score -7389992 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -7391652.000000 Penalty: 5259.107422
	Iteration 9F: 3 clusters Score -7391652 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -7393939.000000 Penalty: 5259.107422
	Iteration 10F: 3 clusters Score -7393939 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -7396267.500000 Penalty: 5259.107422
	Iteration 11F: 3 clusters Score -7396268 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -7398055.000000 Penalty: 5259.107422
	Iteration 12Q: 3 clusters Score -7398055 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -7398972.000000 Penalty: 5259.107422
	Iteration 13Q: 3 clusters Score -7398972 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -7399422.000000 Penalty: 5259.107422
	Iteration 14Q: 3 clusters Score -7399422 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -7399762.500000 Penalty: 5259.107422
	Iteration 15Q: 3 clusters Score -7399762 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -7400088.500000 Penalty: 5259.107422
	Iteration 16Q: 3 clusters Score -7400088 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -7400289.500000 Penalty: 5259.107422
	Iteration 17Q: 3 clusters Score -7400290 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -7400433.000000 Penalty: 5259.107422
	Iteration 18Q: 3 clusters Score -7400433 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -7400527.000000 Penalty: 5259.107422
	Iteration 19Q: 3 clusters Score -7400527 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -7400611.500000 Penalty: 5259.107422
	Iteration 20F: 3 clusters Score -7400612 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -7400660.000000 Penalty: 5259.107422
	Iteration 21Q: 3 clusters Score -7400660 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -7400714.500000 Penalty: 5259.107422
	Iteration 22Q: 3 clusters Score -7400714 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -7400776.500000 Penalty: 5259.107422
	Iteration 23Q: 3 clusters Score -7400776 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -7400835.500000 Penalty: 5259.107422
	Iteration 24Q: 3 clusters Score -7400836 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -7400855.000000 Penalty: 5259.107422
	Iteration 25Q: 3 clusters Score -7400855 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -7400885.500000 Penalty: 5259.107422
	Iteration 26Q: 3 clusters Score -7400886 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -7400915.500000 Penalty: 5259.107422
	Iteration 27Q: 3 clusters Score -7400916 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -7400931.000000 Penalty: 5259.107422
	Iteration 28Q: 3 clusters Score -7400931 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -7400955.000000 Penalty: 5259.107422
	Iteration 29Q: 3 clusters Score -7400955 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -7400976.000000 Penalty: 5259.107422
	Iteration 30Q: 3 clusters Score -7400976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -7400983.500000 Penalty: 5259.107422
	Iteration 31Q: 3 clusters Score -7400984 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -7401006.000000 Penalty: 5259.107422
	Iteration 32Q: 3 clusters Score -7401006 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -7401020.000000 Penalty: 5259.107422
	Iteration 33Q: 3 clusters Score -7401020 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -7401040.500000 Penalty: 5259.107422
	Iteration 34Q: 3 clusters Score -7401040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -7401060.500000 Penalty: 5259.107422
	Iteration 35Q: 3 clusters Score -7401060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -7401067.000000 Penalty: 5259.107422
	Iteration 36Q: 3 clusters Score -7401067 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -7401060.500000 Penalty: 5259.107422
	Iteration 37Q: 3 clusters Score -7401060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -7401072.500000 Penalty: 5259.107422
	Iteration 38Q: 3 clusters Score -7401072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -7401074.000000 Penalty: 5259.107422
	Iteration 39Q: 3 clusters Score -7401074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -7401094.000000 Penalty: 5259.107422
	Iteration 40F: 3 clusters Score -7401094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -7401085.500000 Penalty: 5259.107422
	Iteration 41Q: 3 clusters Score -7401086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -7401074.000000 Penalty: 5259.107422
	Iteration 42Q: 3 clusters Score -7401074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -7401099.000000 Penalty: 5259.107422
	Iteration 43Q: 3 clusters Score -7401099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -7401106.500000 Penalty: 5259.107422
	Iteration 44Q: 3 clusters Score -7401106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -7401095.000000 Penalty: 5259.107422
	Iteration 45Q: 3 clusters Score -7401095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -7401110.500000 Penalty: 5259.107422
	Iteration 46Q: 3 clusters Score -7401110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -7401110.500000 Penalty: 5259.107422
	Iteration 47Q: 3 clusters Score -7401110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -7401112.500000 Penalty: 5259.107422
	Iteration 48Q: 3 clusters Score -7401112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -7401108.500000 Penalty: 5259.107422
	Iteration 49Q: 3 clusters Score -7401108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -7401100.000000 Penalty: 5259.107422
	Iteration 50Q: 3 clusters Score -7401100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -7401114.500000 Penalty: 5259.107422
	Iteration 51Q: 3 clusters Score -7401114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -7401115.500000 Penalty: 5259.107422
	Iteration 52Q: 3 clusters Score -7401116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -7401126.000000 Penalty: 5259.107422
	Iteration 53Q: 3 clusters Score -7401126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7401114.000000 Penalty: 5259.107422
	Iteration 54Q: 3 clusters Score -7401114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -7401111.000000 Penalty: 5259.107422
	Iteration 55Q: 3 clusters Score -7401111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -7401115.500000 Penalty: 5259.107422
	Iteration 56Q: 3 clusters Score -7401116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7401112.500000 Penalty: 5259.107422
	Iteration 57Q: 3 clusters Score -7401112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -7401114.000000 Penalty: 5259.107422
	Iteration 58Q: 3 clusters Score -7401114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -7401109.000000 Penalty: 5259.107422
	Iteration 59Q: 3 clusters Score -7401109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7401113.000000 Penalty: 5259.107422
	Iteration 60F: 3 clusters Score -7401113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -7401108.000000 Penalty: 5259.107422
	Iteration 61Q: 3 clusters Score -7401108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7401117.000000 Penalty: 5259.107422
	Iteration 62Q: 3 clusters Score -7401117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -7401109.500000 Penalty: 5259.107422
	Iteration 63Q: 3 clusters Score -7401110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -7401116.500000 Penalty: 5259.107422
	Iteration 64Q: 3 clusters Score -7401116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -7401118.000000 Penalty: 5259.107422
	Iteration 65Q: 3 clusters Score -7401118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -7401129.000000 Penalty: 5259.107422
	Iteration 66Q: 3 clusters Score -7401129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -7401113.500000 Penalty: 5259.107422
	Iteration 67Q: 3 clusters Score -7401114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -7401115.500000 Penalty: 5259.107422
	Iteration 68Q: 3 clusters Score -7401116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -7401114.500000 Penalty: 5259.107422
	Iteration 69Q: 3 clusters Score -7401114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -7401103.500000 Penalty: 5259.107422
	Iteration 70Q: 3 clusters Score -7401104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -7401112.500000 Penalty: 5259.107422
	Iteration 71Q: 3 clusters Score -7401112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -7401119.000000 Penalty: 5259.107422
	Iteration 72Q: 3 clusters Score -7401119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -7401125.000000 Penalty: 5259.107422
	Iteration 73Q: 3 clusters Score -7401125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -7401123.500000 Penalty: 5259.107422
	Iteration 74Q: 3 clusters Score -7401124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7401130.500000 Penalty: 5259.107422
	Iteration 75Q: 3 clusters Score -7401130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -7401133.500000 Penalty: 5259.107422
	Iteration 76Q: 3 clusters Score -7401134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -7401132.500000 Penalty: 5259.107422
	Iteration 77Q: 3 clusters Score -7401132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -7401129.000000 Penalty: 5259.107422
	Iteration 78Q: 3 clusters Score -7401129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -7401133.000000 Penalty: 5259.107422
	Iteration 79Q: 3 clusters Score -7401133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -7401133.000000 Penalty: 5259.107422
	Iteration 80F: 3 clusters Score -7401133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Entering Unmasked Estep 
Score: -8295888.000000 Penalty: 2658.072266
	Iteration 0F: 2 clusters Score -8295888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -8265910.500000 Penalty: 5316.144531
	Iteration 0F: 3 clusters Score -8265910 nChanged 20902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -8277241.500000 Penalty: 5316.144531
	Iteration 1F: 3 clusters Score -8277242 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -8277775.000000 Penalty: 5316.144531
	Iteration 2Q: 3 clusters Score -8277775 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -8278452.000000 Penalty: 5316.144531
	Iteration 3Q: 3 clusters Score -8278452 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -8279306.000000 Penalty: 5316.144531
	Iteration 4Q: 3 clusters Score -8279306 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -8280629.000000 Penalty: 5316.144531
	Iteration 5F: 3 clusters Score -8280629 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -8282763.500000 Penalty: 5316.144531
	Iteration 6F: 3 clusters Score -8282764 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -8286011.500000 Penalty: 5316.144531
	Iteration 7F: 3 clusters Score -8286012 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -8289486.500000 Penalty: 5316.144531
	Iteration 8F: 3 clusters Score -8289486 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -8291949.500000 Penalty: 5316.144531
	Iteration 9F: 3 clusters Score -8291950 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -8292956.500000 Penalty: 5316.144531
	Iteration 10Q: 3 clusters Score -8292956 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -8293268.000000 Penalty: 5316.144531
	Iteration 11Q: 3 clusters Score -8293268 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -8293413.000000 Penalty: 5316.144531
	Iteration 12Q: 3 clusters Score -8293413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -8293468.500000 Penalty: 5316.144531
	Iteration 13Q: 3 clusters Score -8293468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -8293494.000000 Penalty: 5316.144531
	Iteration 14Q: 3 clusters Score -8293494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8293521.500000 Penalty: 5316.144531
	Iteration 15Q: 3 clusters Score -8293522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -8293524.000000 Penalty: 5316.144531
	Iteration 16Q: 3 clusters Score -8293524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -8293538.000000 Penalty: 5316.144531
	Iteration 17Q: 3 clusters Score -8293538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8293550.000000 Penalty: 5316.144531
	Iteration 18Q: 3 clusters Score -8293550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -8293548.500000 Penalty: 5316.144531
	Iteration 19Q: 3 clusters Score -8293548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -8293566.500000 Penalty: 5316.144531
	Iteration 20F: 3 clusters Score -8293566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -8293573.500000 Penalty: 5316.144531
	Iteration 21Q: 3 clusters Score -8293574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -8293577.000000 Penalty: 5316.144531
	Iteration 22Q: 3 clusters Score -8293577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8293579.500000 Penalty: 5316.144531
	Iteration 23Q: 3 clusters Score -8293580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8293579.500000 Penalty: 5316.144531
	Iteration 24F: 3 clusters Score -8293580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Entering Unmasked Estep 
Score: -2463619.750000 Penalty: 2354.646240
	Iteration 0F: 2 clusters Score -2463620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2453871.000000 Penalty: 4709.292480
	Iteration 0F: 3 clusters Score -2453871 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2456891.000000 Penalty: 4709.292480
	Iteration 1F: 3 clusters Score -2456891 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2457188.000000 Penalty: 4709.292480
	Iteration 2F: 3 clusters Score -2457188 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2457433.000000 Penalty: 4709.292480
	Iteration 3Q: 3 clusters Score -2457433 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2457668.250000 Penalty: 4709.292480
	Iteration 4Q: 3 clusters Score -2457668 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2457903.750000 Penalty: 4709.292480
	Iteration 5Q: 3 clusters Score -2457904 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2458152.500000 Penalty: 4709.292480
	Iteration 6Q: 3 clusters Score -2458152 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2458433.000000 Penalty: 4709.292480
	Iteration 7Q: 3 clusters Score -2458433 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2458776.250000 Penalty: 4709.292480
	Iteration 8Q: 3 clusters Score -2458776 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2459212.750000 Penalty: 4709.292480
	Iteration 9F: 3 clusters Score -2459213 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2459705.250000 Penalty: 4709.292480
	Iteration 10F: 3 clusters Score -2459705 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2460161.500000 Penalty: 4709.292480
	Iteration 11Q: 3 clusters Score -2460162 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2460580.250000 Penalty: 4709.292480
	Iteration 12Q: 3 clusters Score -2460580 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2460977.000000 Penalty: 4709.292480
	Iteration 13Q: 3 clusters Score -2460977 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2461264.750000 Penalty: 4709.292480
	Iteration 14Q: 3 clusters Score -2461265 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2461444.250000 Penalty: 4709.292480
	Iteration 15Q: 3 clusters Score -2461444 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2461532.500000 Penalty: 4709.292480
	Iteration 16Q: 3 clusters Score -2461532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2461581.250000 Penalty: 4709.292480
	Iteration 17Q: 3 clusters Score -2461581 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2461610.250000 Penalty: 4709.292480
	Iteration 18Q: 3 clusters Score -2461610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2461619.000000 Penalty: 4709.292480
	Iteration 19Q: 3 clusters Score -2461619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2461629.250000 Penalty: 4709.292480
	Iteration 20F: 3 clusters Score -2461629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2461643.000000 Penalty: 4709.292480
	Iteration 21Q: 3 clusters Score -2461643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2461654.500000 Penalty: 4709.292480
	Iteration 22Q: 3 clusters Score -2461654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2461657.500000 Penalty: 4709.292480
	Iteration 23Q: 3 clusters Score -2461658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2461665.500000 Penalty: 4709.292480
	Iteration 24Q: 3 clusters Score -2461666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2461666.500000 Penalty: 4709.292480
	Iteration 25Q: 3 clusters Score -2461666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2461668.500000 Penalty: 4709.292480
	Iteration 26Q: 3 clusters Score -2461668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2461679.000000 Penalty: 4709.292480
	Iteration 27Q: 3 clusters Score -2461679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2461686.000000 Penalty: 4709.292480
	Iteration 28Q: 3 clusters Score -2461686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2461688.750000 Penalty: 4709.292480
	Iteration 29Q: 3 clusters Score -2461689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2461695.500000 Penalty: 4709.292480
	Iteration 30Q: 3 clusters Score -2461696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2461697.750000 Penalty: 4709.292480
	Iteration 31Q: 3 clusters Score -2461698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2461701.000000 Penalty: 4709.292480
	Iteration 32Q: 3 clusters Score -2461701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2461708.500000 Penalty: 4709.292480
	Iteration 33Q: 3 clusters Score -2461708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2461718.250000 Penalty: 4709.292480
	Iteration 34Q: 3 clusters Score -2461718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2461722.500000 Penalty: 4709.292480
	Iteration 35Q: 3 clusters Score -2461722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2461723.000000 Penalty: 4709.292480
	Iteration 36Q: 3 clusters Score -2461723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2461725.750000 Penalty: 4709.292480
	Iteration 37Q: 3 clusters Score -2461726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2461734.750000 Penalty: 4709.292480
	Iteration 38Q: 3 clusters Score -2461735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2461736.000000 Penalty: 4709.292480
	Iteration 39Q: 3 clusters Score -2461736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2461737.500000 Penalty: 4709.292480
	Iteration 40F: 3 clusters Score -2461738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2461737.250000 Penalty: 4709.292480
	Iteration 41Q: 3 clusters Score -2461737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2461741.250000 Penalty: 4709.292480
	Iteration 42Q: 3 clusters Score -2461741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2461742.250000 Penalty: 4709.292480
	Iteration 43Q: 3 clusters Score -2461742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2461744.750000 Penalty: 4709.292480
	Iteration 44Q: 3 clusters Score -2461745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2461748.750000 Penalty: 4709.292480
	Iteration 45Q: 3 clusters Score -2461749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2461749.500000 Penalty: 4709.292480
	Iteration 46Q: 3 clusters Score -2461750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2461751.250000 Penalty: 4709.292480
	Iteration 47Q: 3 clusters Score -2461751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2461750.750000 Penalty: 4709.292480
	Iteration 48Q: 3 clusters Score -2461751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2461752.250000 Penalty: 4709.292480
	Iteration 49Q: 3 clusters Score -2461752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2461747.250000 Penalty: 4709.292480
	Iteration 50Q: 3 clusters Score -2461747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2461751.500000 Penalty: 4709.292480
	Iteration 51Q: 3 clusters Score -2461752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2461749.000000 Penalty: 4709.292480
	Iteration 52Q: 3 clusters Score -2461749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2461750.750000 Penalty: 4709.292480
	Iteration 53Q: 3 clusters Score -2461751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2461750.750000 Penalty: 4709.292480
	Iteration 54F: 3 clusters Score -2461751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Entering Unmasked Estep 
Score: -6330339.500000 Penalty: 2587.156738
	Iteration 0F: 2 clusters Score -6330340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -6307260.000000 Penalty: 5174.313477
	Iteration 0F: 3 clusters Score -6307260 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -6315433.500000 Penalty: 5174.313477
	Iteration 1F: 3 clusters Score -6315434 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -6315824.000000 Penalty: 5174.313477
	Iteration 2Q: 3 clusters Score -6315824 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -6316159.500000 Penalty: 5174.313477
	Iteration 3Q: 3 clusters Score -6316160 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -6316444.500000 Penalty: 5174.313477
	Iteration 4Q: 3 clusters Score -6316444 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -6316686.500000 Penalty: 5174.313477
	Iteration 5Q: 3 clusters Score -6316686 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -6316939.000000 Penalty: 5174.313477
	Iteration 6Q: 3 clusters Score -6316939 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -6317201.500000 Penalty: 5174.313477
	Iteration 7Q: 3 clusters Score -6317202 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -6317419.000000 Penalty: 5174.313477
	Iteration 8Q: 3 clusters Score -6317419 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -6317630.000000 Penalty: 5174.313477
	Iteration 9Q: 3 clusters Score -6317630 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -6317824.500000 Penalty: 5174.313477
	Iteration 10Q: 3 clusters Score -6317824 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -6317997.500000 Penalty: 5174.313477
	Iteration 11Q: 3 clusters Score -6317998 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -6318169.000000 Penalty: 5174.313477
	Iteration 12Q: 3 clusters Score -6318169 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -6318408.000000 Penalty: 5174.313477
	Iteration 13Q: 3 clusters Score -6318408 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -6318691.000000 Penalty: 5174.313477
	Iteration 14Q: 3 clusters Score -6318691 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -6318960.000000 Penalty: 5174.313477
	Iteration 15Q: 3 clusters Score -6318960 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -6319345.500000 Penalty: 5174.313477
	Iteration 16Q: 3 clusters Score -6319346 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -6320001.500000 Penalty: 5174.313477
	Iteration 17Q: 3 clusters Score -6320002 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6320864.500000 Penalty: 5174.313477
	Iteration 18Q: 3 clusters Score -6320864 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -6321990.500000 Penalty: 5174.313477
	Iteration 19Q: 3 clusters Score -6321990 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -6323152.500000 Penalty: 5174.313477
	Iteration 20F: 3 clusters Score -6323152 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -6324221.500000 Penalty: 5174.313477
	Iteration 21Q: 3 clusters Score -6324222 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -6325073.500000 Penalty: 5174.313477
	Iteration 22Q: 3 clusters Score -6325074 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -6325612.000000 Penalty: 5174.313477
	Iteration 23Q: 3 clusters Score -6325612 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -6326023.500000 Penalty: 5174.313477
	Iteration 24Q: 3 clusters Score -6326024 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -6326439.500000 Penalty: 5174.313477
	Iteration 25Q: 3 clusters Score -6326440 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -6326782.000000 Penalty: 5174.313477
	Iteration 26Q: 3 clusters Score -6326782 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -6327035.000000 Penalty: 5174.313477
	Iteration 27Q: 3 clusters Score -6327035 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -6327310.000000 Penalty: 5174.313477
	Iteration 28Q: 3 clusters Score -6327310 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -6327517.500000 Penalty: 5174.313477
	Iteration 29Q: 3 clusters Score -6327518 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -6327648.000000 Penalty: 5174.313477
	Iteration 30Q: 3 clusters Score -6327648 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -6327746.000000 Penalty: 5174.313477
	Iteration 31Q: 3 clusters Score -6327746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -6327807.000000 Penalty: 5174.313477
	Iteration 32Q: 3 clusters Score -6327807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -6327847.500000 Penalty: 5174.313477
	Iteration 33Q: 3 clusters Score -6327848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -6327880.500000 Penalty: 5174.313477
	Iteration 34Q: 3 clusters Score -6327880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -6327912.500000 Penalty: 5174.313477
	Iteration 35Q: 3 clusters Score -6327912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -6327939.500000 Penalty: 5174.313477
	Iteration 36Q: 3 clusters Score -6327940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -6327961.500000 Penalty: 5174.313477
	Iteration 37Q: 3 clusters Score -6327962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -6327988.500000 Penalty: 5174.313477
	Iteration 38Q: 3 clusters Score -6327988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -6327995.500000 Penalty: 5174.313477
	Iteration 39Q: 3 clusters Score -6327996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -6328013.500000 Penalty: 5174.313477
	Iteration 40F: 3 clusters Score -6328014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -6328040.500000 Penalty: 5174.313477
	Iteration 41Q: 3 clusters Score -6328040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -6328054.500000 Penalty: 5174.313477
	Iteration 42Q: 3 clusters Score -6328054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -6328059.500000 Penalty: 5174.313477
	Iteration 43Q: 3 clusters Score -6328060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -6328056.000000 Penalty: 5174.313477
	Iteration 44Q: 3 clusters Score -6328056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -6328058.500000 Penalty: 5174.313477
	Iteration 45Q: 3 clusters Score -6328058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -6328058.500000 Penalty: 5174.313477
	Iteration 46F: 3 clusters Score -6328058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Entering Unmasked Estep 
Score: -8390368.000000 Penalty: 2655.016846
	Iteration 0F: 2 clusters Score -8390368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -8361169.000000 Penalty: 5310.033691
	Iteration 0F: 3 clusters Score -8361169 nChanged 20390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -8372569.000000 Penalty: 5310.033691
	Iteration 1F: 3 clusters Score -8372569 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -8373117.500000 Penalty: 5310.033691
	Iteration 2Q: 3 clusters Score -8373118 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8373681.000000 Penalty: 5310.033691
	Iteration 3Q: 3 clusters Score -8373681 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -8374257.000000 Penalty: 5310.033691
	Iteration 4Q: 3 clusters Score -8374257 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -8374905.500000 Penalty: 5310.033691
	Iteration 5Q: 3 clusters Score -8374906 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -8375681.500000 Penalty: 5310.033691
	Iteration 6Q: 3 clusters Score -8375682 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -8376684.000000 Penalty: 5310.033691
	Iteration 7Q: 3 clusters Score -8376684 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -8378067.000000 Penalty: 5310.033691
	Iteration 8F: 3 clusters Score -8378067 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -8379710.000000 Penalty: 5310.033691
	Iteration 9F: 3 clusters Score -8379710 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -8381579.500000 Penalty: 5310.033691
	Iteration 10F: 3 clusters Score -8381580 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -8383705.000000 Penalty: 5310.033691
	Iteration 11F: 3 clusters Score -8383705 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -8385445.500000 Penalty: 5310.033691
	Iteration 12Q: 3 clusters Score -8385446 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -8386742.000000 Penalty: 5310.033691
	Iteration 13Q: 3 clusters Score -8386742 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -8387420.000000 Penalty: 5310.033691
	Iteration 14Q: 3 clusters Score -8387420 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -8387760.500000 Penalty: 5310.033691
	Iteration 15Q: 3 clusters Score -8387760 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -8387908.000000 Penalty: 5310.033691
	Iteration 16Q: 3 clusters Score -8387908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8388002.000000 Penalty: 5310.033691
	Iteration 17Q: 3 clusters Score -8388002 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8388048.500000 Penalty: 5310.033691
	Iteration 18Q: 3 clusters Score -8388048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -8388083.000000 Penalty: 5310.033691
	Iteration 19Q: 3 clusters Score -8388083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8388108.500000 Penalty: 5310.033691
	Iteration 20F: 3 clusters Score -8388108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -8388128.500000 Penalty: 5310.033691
	Iteration 21Q: 3 clusters Score -8388128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -8388149.500000 Penalty: 5310.033691
	Iteration 22Q: 3 clusters Score -8388150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -8388158.500000 Penalty: 5310.033691
	Iteration 23Q: 3 clusters Score -8388158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -8388158.000000 Penalty: 5310.033691
	Iteration 24Q: 3 clusters Score -8388158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -8388162.000000 Penalty: 5310.033691
	Iteration 25Q: 3 clusters Score -8388162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -8388155.500000 Penalty: 5310.033691
	Iteration 26Q: 3 clusters Score -8388156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -8388168.500000 Penalty: 5310.033691
	Iteration 27Q: 3 clusters Score -8388168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -8388168.500000 Penalty: 5310.033691
	Iteration 28F: 3 clusters Score -8388168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -221070.250000 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -221070.2 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 731 members 
Entering Unmasked Estep 
Score: -218932.578125 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -218932.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -219407.984375 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -219408 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -219633.406250 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -219633.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -219776.812500 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -219776.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -219927.078125 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -219927.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220076.000000 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -220076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220195.140625 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -220195.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -220303.171875 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -220303.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -220385.171875 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -220385.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -220435.093750 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -220435.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -220472.937500 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -220472.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -220513.312500 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -220513.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -220549.875000 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -220549.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -220578.984375 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -220579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -220624.078125 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -220624.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220659.625000 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -220659.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -220677.687500 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -220677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -220688.796875 Penalty: 3579.123535
	Iteration 17Q: 3 clusters Score -220688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220702.843750 Penalty: 3579.123535
	Iteration 18Q: 3 clusters Score -220702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -220708.718750 Penalty: 3579.123535
	Iteration 19Q: 3 clusters Score -220708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -220709.453125 Penalty: 3579.123535
	Iteration 20F: 3 clusters Score -220709.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -132150.468750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -132150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -130435.867188 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -130435.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -131124.015625 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -131124 nChanged 110
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: -131642.296875 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131642.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -132046.968750 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -132047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -132269.656250 Penalty: 3395.556396
	Iteration 4F: 3 clusters Score -132269.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -132386.218750 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -132386.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -132414.281250 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -132414.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -132438.484375 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -132438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -132444.703125 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -132444.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -132455.984375 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -132456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -132466.328125 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -132466.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -132483.968750 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -132484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -132486.296875 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -132486.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -132486.296875 Penalty: 3395.556396
	Iteration 13F: 3 clusters Score -132486.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31269 members 
Mstep: Class 3 contains 40064 members 
Mstep: Class 4 contains 41299 members 
Mstep: Class 5 contains 7359 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41221 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44898 members 
Mstep: Class 10 contains 40257 members 
Mstep: Class 11 contains 45163 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 33931 members 
Mstep: Class 14 contains 44610 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 565 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 5550 members 
Mstep: Class 20 contains 43356 members 
Mstep: Class 21 contains 39549 members 
Mstep: Class 22 contains 51503 members 
Mstep: Class 23 contains 54081 members 
Mstep: Class 24 contains 375 members 
Entering Unmasked Estep 
Score: -106706912.000000 Penalty: 79037.695312
Splitting cluster 16 changes total score from -106707736.000000 to -106706912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -60935.546875 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -60935.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59632.160156 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -59632.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59931.035156 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -59931.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60002.890625 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -60002.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60044.281250 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -60044.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60075.445312 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -60075.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60089.734375 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -60089.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60105.796875 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -60105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60127.812500 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -60127.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60137.199219 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -60137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60143.824219 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -60143.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60148.222656 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -60148.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60157.300781 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -60157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60160.753906 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -60160.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60160.753906 Penalty: 2950.225586
	Iteration 13F: 3 clusters Score -60160.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -410202.093750 Penalty: 1926.805908
	Iteration 0F: 2 clusters Score -410202.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -407356.656250 Penalty: 3853.611816
	Iteration 0F: 3 clusters Score -407356.7 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -407999.062500 Penalty: 3853.611816
	Iteration 1F: 3 clusters Score -407999.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -408224.062500 Penalty: 3853.611816
	Iteration 2F: 3 clusters Score -408224.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -408338.812500 Penalty: 3853.611816
	Iteration 3F: 3 clusters Score -408338.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -408419.218750 Penalty: 3853.611816
	Iteration 4Q: 3 clusters Score -408419.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -408492.125000 Penalty: 3853.611816
	Iteration 5Q: 3 clusters Score -408492.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -408563.187500 Penalty: 3853.611816
	Iteration 6Q: 3 clusters Score -408563.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -408609.312500 Penalty: 3853.611816
	Iteration 7Q: 3 clusters Score -408609.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -408651.593750 Penalty: 3853.611816
	Iteration 8Q: 3 clusters Score -408651.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -408688.562500 Penalty: 3853.611816
	Iteration 9Q: 3 clusters Score -408688.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -408730.875000 Penalty: 3853.611816
	Iteration 10Q: 3 clusters Score -408730.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -408779.250000 Penalty: 3853.611816
	Iteration 11Q: 3 clusters Score -408779.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -408809.562500 Penalty: 3853.611816
	Iteration 12Q: 3 clusters Score -408809.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -408834.781250 Penalty: 3853.611816
	Iteration 13Q: 3 clusters Score -408834.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -408853.375000 Penalty: 3853.611816
	Iteration 14Q: 3 clusters Score -408853.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -408860.125000 Penalty: 3853.611816
	Iteration 15Q: 3 clusters Score -408860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -408865.031250 Penalty: 3853.611816
	Iteration 16Q: 3 clusters Score -408865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -408869.437500 Penalty: 3853.611816
	Iteration 17Q: 3 clusters Score -408869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -408871.312500 Penalty: 3853.611816
	Iteration 18Q: 3 clusters Score -408871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -408871.250000 Penalty: 3853.611816
	Iteration 19Q: 3 clusters Score -408871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -408881.125000 Penalty: 3853.611816
	Iteration 20F: 3 clusters Score -408881.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -408887.812500 Penalty: 3853.611816
	Iteration 21Q: 3 clusters Score -408887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -408896.687500 Penalty: 3853.611816
	Iteration 22Q: 3 clusters Score -408896.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -408904.906250 Penalty: 3853.611816
	Iteration 23Q: 3 clusters Score -408904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -408913.062500 Penalty: 3853.611816
	Iteration 24Q: 3 clusters Score -408913.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -408917.937500 Penalty: 3853.611816
	Iteration 25Q: 3 clusters Score -408917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -408923.187500 Penalty: 3853.611816
	Iteration 26Q: 3 clusters Score -408923.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -408935.031250 Penalty: 3853.611816
	Iteration 27Q: 3 clusters Score -408935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -408948.218750 Penalty: 3853.611816
	Iteration 28Q: 3 clusters Score -408948.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -408962.093750 Penalty: 3853.611816
	Iteration 29Q: 3 clusters Score -408962.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -408981.750000 Penalty: 3853.611816
	Iteration 30Q: 3 clusters Score -408981.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -409010.625000 Penalty: 3853.611816
	Iteration 31Q: 3 clusters Score -409010.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -409026.687500 Penalty: 3853.611816
	Iteration 32Q: 3 clusters Score -409026.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -409033.500000 Penalty: 3853.611816
	Iteration 33Q: 3 clusters Score -409033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -409037.625000 Penalty: 3853.611816
	Iteration 34Q: 3 clusters Score -409037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -409046.468750 Penalty: 3853.611816
	Iteration 35Q: 3 clusters Score -409046.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -409055.750000 Penalty: 3853.611816
	Iteration 36Q: 3 clusters Score -409055.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -409063.781250 Penalty: 3853.611816
	Iteration 37Q: 3 clusters Score -409063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -409069.718750 Penalty: 3853.611816
	Iteration 38Q: 3 clusters Score -409069.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -409074.312500 Penalty: 3853.611816
	Iteration 39Q: 3 clusters Score -409074.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -409077.875000 Penalty: 3853.611816
	Iteration 40F: 3 clusters Score -409077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -409078.562500 Penalty: 3853.611816
	Iteration 41Q: 3 clusters Score -409078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -409080.968750 Penalty: 3853.611816
	Iteration 42Q: 3 clusters Score -409081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -409083.187500 Penalty: 3853.611816
	Iteration 43Q: 3 clusters Score -409083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -409083.875000 Penalty: 3853.611816
	Iteration 44Q: 3 clusters Score -409083.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -409086.187500 Penalty: 3853.611816
	Iteration 45Q: 3 clusters Score -409086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -409087.000000 Penalty: 3853.611816
	Iteration 46Q: 3 clusters Score -409087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -409087.250000 Penalty: 3853.611816
	Iteration 47Q: 3 clusters Score -409087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -409087.250000 Penalty: 3853.611816
	Iteration 48F: 3 clusters Score -409087.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1032932.250000 Penalty: 2138.145264
	Iteration 0F: 2 clusters Score -1032932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1028101.375000 Penalty: 4276.290527
	Iteration 0F: 3 clusters Score -1028101 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1029311.500000 Penalty: 4276.290527
	Iteration 1F: 3 clusters Score -1029312 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1029621.625000 Penalty: 4276.290527
	Iteration 2F: 3 clusters Score -1029622 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1029884.187500 Penalty: 4276.290527
	Iteration 3F: 3 clusters Score -1029884 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1030100.437500 Penalty: 4276.290527
	Iteration 4F: 3 clusters Score -1030100 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1030299.500000 Penalty: 4276.290527
	Iteration 5Q: 3 clusters Score -1030300 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1030481.875000 Penalty: 4276.290527
	Iteration 6Q: 3 clusters Score -1030482 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1030665.812500 Penalty: 4276.290527
	Iteration 7Q: 3 clusters Score -1030666 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1030814.250000 Penalty: 4276.290527
	Iteration 8Q: 3 clusters Score -1030814 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1030953.437500 Penalty: 4276.290527
	Iteration 9Q: 3 clusters Score -1030953 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1031073.125000 Penalty: 4276.290527
	Iteration 10Q: 3 clusters Score -1031073 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1031184.250000 Penalty: 4276.290527
	Iteration 11Q: 3 clusters Score -1031184 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1031257.875000 Penalty: 4276.290527
	Iteration 12Q: 3 clusters Score -1031258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1031312.000000 Penalty: 4276.290527
	Iteration 13Q: 3 clusters Score -1031312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1031356.312500 Penalty: 4276.290527
	Iteration 14Q: 3 clusters Score -1031356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1031389.125000 Penalty: 4276.290527
	Iteration 15Q: 3 clusters Score -1031389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1031409.062500 Penalty: 4276.290527
	Iteration 16Q: 3 clusters Score -1031409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1031433.250000 Penalty: 4276.290527
	Iteration 17Q: 3 clusters Score -1031433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1031450.312500 Penalty: 4276.290527
	Iteration 18Q: 3 clusters Score -1031450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1031462.875000 Penalty: 4276.290527
	Iteration 19Q: 3 clusters Score -1031463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1031473.062500 Penalty: 4276.290527
	Iteration 20F: 3 clusters Score -1031473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1031481.125000 Penalty: 4276.290527
	Iteration 21Q: 3 clusters Score -1031481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1031482.750000 Penalty: 4276.290527
	Iteration 22Q: 3 clusters Score -1031483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1031486.250000 Penalty: 4276.290527
	Iteration 23Q: 3 clusters Score -1031486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1031489.625000 Penalty: 4276.290527
	Iteration 24Q: 3 clusters Score -1031490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1031490.750000 Penalty: 4276.290527
	Iteration 25Q: 3 clusters Score -1031491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1031491.062500 Penalty: 4276.290527
	Iteration 26Q: 3 clusters Score -1031491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1031495.000000 Penalty: 4276.290527
	Iteration 27Q: 3 clusters Score -1031495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1031498.312500 Penalty: 4276.290527
	Iteration 28Q: 3 clusters Score -1031498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1031501.625000 Penalty: 4276.290527
	Iteration 29Q: 3 clusters Score -1031502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1031502.625000 Penalty: 4276.290527
	Iteration 30Q: 3 clusters Score -1031503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1031503.937500 Penalty: 4276.290527
	Iteration 31Q: 3 clusters Score -1031504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1031507.000000 Penalty: 4276.290527
	Iteration 32Q: 3 clusters Score -1031507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1031507.812500 Penalty: 4276.290527
	Iteration 33Q: 3 clusters Score -1031508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1031507.625000 Penalty: 4276.290527
	Iteration 34Q: 3 clusters Score -1031508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1031507.000000 Penalty: 4276.290527
	Iteration 35Q: 3 clusters Score -1031507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1031507.000000 Penalty: 4276.290527
	Iteration 36F: 3 clusters Score -1031507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Entering Unmasked Estep 
Score: -8042096.500000 Penalty: 2647.945801
	Iteration 0F: 2 clusters Score -8042096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -8013325.500000 Penalty: 5295.891602
	Iteration 0F: 3 clusters Score -8013326 nChanged 19929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -8024129.000000 Penalty: 5295.891602
	Iteration 1F: 3 clusters Score -8024129 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -8024638.000000 Penalty: 5295.891602
	Iteration 2Q: 3 clusters Score -8024638 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -8025069.500000 Penalty: 5295.891602
	Iteration 3Q: 3 clusters Score -8025070 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -8025563.000000 Penalty: 5295.891602
	Iteration 4Q: 3 clusters Score -8025563 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -8026026.000000 Penalty: 5295.891602
	Iteration 5Q: 3 clusters Score -8026026 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -8026544.000000 Penalty: 5295.891602
	Iteration 6Q: 3 clusters Score -8026544 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -8027183.000000 Penalty: 5295.891602
	Iteration 7Q: 3 clusters Score -8027183 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -8027997.500000 Penalty: 5295.891602
	Iteration 8Q: 3 clusters Score -8027998 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8029045.000000 Penalty: 5295.891602
	Iteration 9Q: 3 clusters Score -8029045 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -8030588.000000 Penalty: 5295.891602
	Iteration 10F: 3 clusters Score -8030588 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -8032830.000000 Penalty: 5295.891602
	Iteration 11F: 3 clusters Score -8032830 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -8035585.500000 Penalty: 5295.891602
	Iteration 12F: 3 clusters Score -8035586 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -8037484.000000 Penalty: 5295.891602
	Iteration 13F: 3 clusters Score -8037484 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -8038228.500000 Penalty: 5295.891602
	Iteration 14Q: 3 clusters Score -8038228 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -8038590.000000 Penalty: 5295.891602
	Iteration 15Q: 3 clusters Score -8038590 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -8038799.500000 Penalty: 5295.891602
	Iteration 16Q: 3 clusters Score -8038800 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -8038979.000000 Penalty: 5295.891602
	Iteration 17Q: 3 clusters Score -8038979 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -8039104.500000 Penalty: 5295.891602
	Iteration 18Q: 3 clusters Score -8039104 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -8039191.500000 Penalty: 5295.891602
	Iteration 19Q: 3 clusters Score -8039192 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -8039297.500000 Penalty: 5295.891602
	Iteration 20F: 3 clusters Score -8039298 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -8039357.500000 Penalty: 5295.891602
	Iteration 21Q: 3 clusters Score -8039358 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -8039468.000000 Penalty: 5295.891602
	Iteration 22Q: 3 clusters Score -8039468 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -8039523.000000 Penalty: 5295.891602
	Iteration 23Q: 3 clusters Score -8039523 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -8039553.000000 Penalty: 5295.891602
	Iteration 24Q: 3 clusters Score -8039553 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -8039601.500000 Penalty: 5295.891602
	Iteration 25Q: 3 clusters Score -8039602 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -8039648.000000 Penalty: 5295.891602
	Iteration 26Q: 3 clusters Score -8039648 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -8039685.000000 Penalty: 5295.891602
	Iteration 27Q: 3 clusters Score -8039685 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -8039722.000000 Penalty: 5295.891602
	Iteration 28Q: 3 clusters Score -8039722 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -8039740.000000 Penalty: 5295.891602
	Iteration 29Q: 3 clusters Score -8039740 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -8039782.500000 Penalty: 5295.891602
	Iteration 30Q: 3 clusters Score -8039782 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -8039811.500000 Penalty: 5295.891602
	Iteration 31Q: 3 clusters Score -8039812 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -8039833.500000 Penalty: 5295.891602
	Iteration 32Q: 3 clusters Score -8039834 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -8039878.000000 Penalty: 5295.891602
	Iteration 33Q: 3 clusters Score -8039878 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -8039926.500000 Penalty: 5295.891602
	Iteration 34Q: 3 clusters Score -8039926 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -8039951.500000 Penalty: 5295.891602
	Iteration 35Q: 3 clusters Score -8039952 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -8039978.500000 Penalty: 5295.891602
	Iteration 36Q: 3 clusters Score -8039978 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -8039992.000000 Penalty: 5295.891602
	Iteration 37Q: 3 clusters Score -8039992 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -8040037.000000 Penalty: 5295.891602
	Iteration 38Q: 3 clusters Score -8040037 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -8040069.000000 Penalty: 5295.891602
	Iteration 39Q: 3 clusters Score -8040069 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -8040070.000000 Penalty: 5295.891602
	Iteration 40F: 3 clusters Score -8040070 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -8040090.000000 Penalty: 5295.891602
	Iteration 41Q: 3 clusters Score -8040090 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -8040133.000000 Penalty: 5295.891602
	Iteration 42Q: 3 clusters Score -8040133 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -8040158.000000 Penalty: 5295.891602
	Iteration 43Q: 3 clusters Score -8040158 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -8040152.000000 Penalty: 5295.891602
	Iteration 44Q: 3 clusters Score -8040152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -8040151.000000 Penalty: 5295.891602
	Iteration 45Q: 3 clusters Score -8040151 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -8040187.500000 Penalty: 5295.891602
	Iteration 46Q: 3 clusters Score -8040188 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -8040199.500000 Penalty: 5295.891602
	Iteration 47Q: 3 clusters Score -8040200 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -8040200.000000 Penalty: 5295.891602
	Iteration 48Q: 3 clusters Score -8040200 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -8040207.500000 Penalty: 5295.891602
	Iteration 49Q: 3 clusters Score -8040208 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -8040217.500000 Penalty: 5295.891602
	Iteration 50Q: 3 clusters Score -8040218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -8040234.000000 Penalty: 5295.891602
	Iteration 51Q: 3 clusters Score -8040234 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -8040280.500000 Penalty: 5295.891602
	Iteration 52Q: 3 clusters Score -8040280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -8040303.500000 Penalty: 5295.891602
	Iteration 53Q: 3 clusters Score -8040304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -8040327.000000 Penalty: 5295.891602
	Iteration 54Q: 3 clusters Score -8040327 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -8040328.500000 Penalty: 5295.891602
	Iteration 55Q: 3 clusters Score -8040328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -8040352.500000 Penalty: 5295.891602
	Iteration 56Q: 3 clusters Score -8040352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -8040361.000000 Penalty: 5295.891602
	Iteration 57Q: 3 clusters Score -8040361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -8040388.000000 Penalty: 5295.891602
	Iteration 58Q: 3 clusters Score -8040388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -8040406.500000 Penalty: 5295.891602
	Iteration 59Q: 3 clusters Score -8040406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -8040422.500000 Penalty: 5295.891602
	Iteration 60F: 3 clusters Score -8040422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -8040432.500000 Penalty: 5295.891602
	Iteration 61Q: 3 clusters Score -8040432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -8040450.000000 Penalty: 5295.891602
	Iteration 62Q: 3 clusters Score -8040450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -8040474.000000 Penalty: 5295.891602
	Iteration 63Q: 3 clusters Score -8040474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -8040483.000000 Penalty: 5295.891602
	Iteration 64Q: 3 clusters Score -8040483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -8040485.500000 Penalty: 5295.891602
	Iteration 65Q: 3 clusters Score -8040486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -8040499.000000 Penalty: 5295.891602
	Iteration 66Q: 3 clusters Score -8040499 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -8040505.500000 Penalty: 5295.891602
	Iteration 67Q: 3 clusters Score -8040506 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -8040523.000000 Penalty: 5295.891602
	Iteration 68Q: 3 clusters Score -8040523 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -8040526.500000 Penalty: 5295.891602
	Iteration 69Q: 3 clusters Score -8040526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -8040540.500000 Penalty: 5295.891602
	Iteration 70Q: 3 clusters Score -8040540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -8040563.000000 Penalty: 5295.891602
	Iteration 71Q: 3 clusters Score -8040563 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -8040568.500000 Penalty: 5295.891602
	Iteration 72Q: 3 clusters Score -8040568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -8040594.500000 Penalty: 5295.891602
	Iteration 73Q: 3 clusters Score -8040594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -8040598.000000 Penalty: 5295.891602
	Iteration 74Q: 3 clusters Score -8040598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -8040600.500000 Penalty: 5295.891602
	Iteration 75Q: 3 clusters Score -8040600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -8040606.500000 Penalty: 5295.891602
	Iteration 76Q: 3 clusters Score -8040606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -8040603.500000 Penalty: 5295.891602
	Iteration 77Q: 3 clusters Score -8040604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -8040600.500000 Penalty: 5295.891602
	Iteration 78Q: 3 clusters Score -8040600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -8040614.500000 Penalty: 5295.891602
	Iteration 79Q: 3 clusters Score -8040614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -8040619.500000 Penalty: 5295.891602
	Iteration 80F: 3 clusters Score -8040620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8040628.500000 Penalty: 5295.891602
	Iteration 81Q: 3 clusters Score -8040628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -8040629.500000 Penalty: 5295.891602
	Iteration 82Q: 3 clusters Score -8040630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -8040641.000000 Penalty: 5295.891602
	Iteration 83Q: 3 clusters Score -8040641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -8040661.000000 Penalty: 5295.891602
	Iteration 84Q: 3 clusters Score -8040661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -8040662.500000 Penalty: 5295.891602
	Iteration 85Q: 3 clusters Score -8040662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -8040655.000000 Penalty: 5295.891602
	Iteration 86Q: 3 clusters Score -8040655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -8040669.000000 Penalty: 5295.891602
	Iteration 87Q: 3 clusters Score -8040669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -8040675.000000 Penalty: 5295.891602
	Iteration 88Q: 3 clusters Score -8040675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -8040669.500000 Penalty: 5295.891602
	Iteration 89Q: 3 clusters Score -8040670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -8040678.500000 Penalty: 5295.891602
	Iteration 90Q: 3 clusters Score -8040678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -8040677.500000 Penalty: 5295.891602
	Iteration 91Q: 3 clusters Score -8040678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -8040685.000000 Penalty: 5295.891602
	Iteration 92Q: 3 clusters Score -8040685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -8040673.000000 Penalty: 5295.891602
	Iteration 93Q: 3 clusters Score -8040673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -8040675.500000 Penalty: 5295.891602
	Iteration 94Q: 3 clusters Score -8040676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -8040672.000000 Penalty: 5295.891602
	Iteration 95Q: 3 clusters Score -8040672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -8040678.500000 Penalty: 5295.891602
	Iteration 96Q: 3 clusters Score -8040678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -8040685.000000 Penalty: 5295.891602
	Iteration 97Q: 3 clusters Score -8040685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -8040677.500000 Penalty: 5295.891602
	Iteration 98Q: 3 clusters Score -8040678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -8040673.000000 Penalty: 5295.891602
	Iteration 99Q: 3 clusters Score -8040673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -8040672.500000 Penalty: 5295.891602
	Iteration 100F: 3 clusters Score -8040672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -8040677.500000 Penalty: 5295.891602
	Iteration 101Q: 3 clusters Score -8040678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -8040675.000000 Penalty: 5295.891602
	Iteration 102Q: 3 clusters Score -8040675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -8040685.000000 Penalty: 5295.891602
	Iteration 103Q: 3 clusters Score -8040685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -8040674.500000 Penalty: 5295.891602
	Iteration 104Q: 3 clusters Score -8040674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -8040683.500000 Penalty: 5295.891602
	Iteration 105Q: 3 clusters Score -8040684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -8040689.500000 Penalty: 5295.891602
	Iteration 106Q: 3 clusters Score -8040690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -8040689.500000 Penalty: 5295.891602
	Iteration 107Q: 3 clusters Score -8040690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -8040700.500000 Penalty: 5295.891602
	Iteration 108Q: 3 clusters Score -8040700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -8040709.500000 Penalty: 5295.891602
	Iteration 109Q: 3 clusters Score -8040710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -8040729.000000 Penalty: 5295.891602
	Iteration 110Q: 3 clusters Score -8040729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -8040729.500000 Penalty: 5295.891602
	Iteration 111Q: 3 clusters Score -8040730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -8040724.500000 Penalty: 5295.891602
	Iteration 112Q: 3 clusters Score -8040724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -8040721.500000 Penalty: 5295.891602
	Iteration 113Q: 3 clusters Score -8040722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -8040726.000000 Penalty: 5295.891602
	Iteration 114Q: 3 clusters Score -8040726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -8040728.000000 Penalty: 5295.891602
	Iteration 115Q: 3 clusters Score -8040728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -8040727.500000 Penalty: 5295.891602
	Iteration 116Q: 3 clusters Score -8040728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -8040728.000000 Penalty: 5295.891602
	Iteration 117Q: 3 clusters Score -8040728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -8040736.500000 Penalty: 5295.891602
	Iteration 118Q: 3 clusters Score -8040736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -8040747.000000 Penalty: 5295.891602
	Iteration 119Q: 3 clusters Score -8040747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -8040763.500000 Penalty: 5295.891602
	Iteration 120F: 3 clusters Score -8040764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -8040763.000000 Penalty: 5295.891602
	Iteration 121Q: 3 clusters Score -8040763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -8040762.500000 Penalty: 5295.891602
	Iteration 122Q: 3 clusters Score -8040762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -8040765.000000 Penalty: 5295.891602
	Iteration 123Q: 3 clusters Score -8040765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -8040769.000000 Penalty: 5295.891602
	Iteration 124Q: 3 clusters Score -8040769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -8040763.500000 Penalty: 5295.891602
	Iteration 125Q: 3 clusters Score -8040764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -8040758.000000 Penalty: 5295.891602
	Iteration 126Q: 3 clusters Score -8040758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -8040760.000000 Penalty: 5295.891602
	Iteration 127Q: 3 clusters Score -8040760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -8040767.000000 Penalty: 5295.891602
	Iteration 128Q: 3 clusters Score -8040767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -8040760.000000 Penalty: 5295.891602
	Iteration 129Q: 3 clusters Score -8040760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -8040768.000000 Penalty: 5295.891602
	Iteration 130Q: 3 clusters Score -8040768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -8040781.000000 Penalty: 5295.891602
	Iteration 131Q: 3 clusters Score -8040781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -8040780.500000 Penalty: 5295.891602
	Iteration 132Q: 3 clusters Score -8040780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -8040776.500000 Penalty: 5295.891602
	Iteration 133Q: 3 clusters Score -8040776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -8040774.000000 Penalty: 5295.891602
	Iteration 134Q: 3 clusters Score -8040774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -8040760.500000 Penalty: 5295.891602
	Iteration 135Q: 3 clusters Score -8040760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -8040766.000000 Penalty: 5295.891602
	Iteration 136Q: 3 clusters Score -8040766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -8040767.500000 Penalty: 5295.891602
	Iteration 137Q: 3 clusters Score -8040768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -8040760.000000 Penalty: 5295.891602
	Iteration 138Q: 3 clusters Score -8040760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -8040766.500000 Penalty: 5295.891602
	Iteration 139Q: 3 clusters Score -8040766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -8040765.000000 Penalty: 5295.891602
	Iteration 140F: 3 clusters Score -8040765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -8040773.500000 Penalty: 5295.891602
	Iteration 141Q: 3 clusters Score -8040774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -8040772.000000 Penalty: 5295.891602
	Iteration 142Q: 3 clusters Score -8040772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -8040772.000000 Penalty: 5295.891602
	Iteration 143F: 3 clusters Score -8040772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Entering Unmasked Estep 
Score: -7353984.500000 Penalty: 2625.153320
	Iteration 0F: 2 clusters Score -7353984 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 19604 members 
Entering Unmasked Estep 
Score: -7327244.000000 Penalty: 5250.306641
	Iteration 0F: 3 clusters Score -7327244 nChanged 18181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -7337230.500000 Penalty: 5250.306641
	Iteration 1F: 3 clusters Score -7337230 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -7337848.500000 Penalty: 5250.306641
	Iteration 2Q: 3 clusters Score -7337848 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -7338569.500000 Penalty: 5250.306641
	Iteration 3Q: 3 clusters Score -7338570 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -7339635.000000 Penalty: 5250.306641
	Iteration 4F: 3 clusters Score -7339635 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -7341245.000000 Penalty: 5250.306641
	Iteration 5F: 3 clusters Score -7341245 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -7343641.500000 Penalty: 5250.306641
	Iteration 6F: 3 clusters Score -7343642 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -7346450.000000 Penalty: 5250.306641
	Iteration 7F: 3 clusters Score -7346450 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -7349043.000000 Penalty: 5250.306641
	Iteration 8F: 3 clusters Score -7349043 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7350549.000000 Penalty: 5250.306641
	Iteration 9Q: 3 clusters Score -7350549 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7351153.500000 Penalty: 5250.306641
	Iteration 10Q: 3 clusters Score -7351154 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7351396.000000 Penalty: 5250.306641
	Iteration 11Q: 3 clusters Score -7351396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7351500.000000 Penalty: 5250.306641
	Iteration 12Q: 3 clusters Score -7351500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7351550.000000 Penalty: 5250.306641
	Iteration 13Q: 3 clusters Score -7351550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7351578.000000 Penalty: 5250.306641
	Iteration 14Q: 3 clusters Score -7351578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7351595.500000 Penalty: 5250.306641
	Iteration 15Q: 3 clusters Score -7351596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7351617.500000 Penalty: 5250.306641
	Iteration 16Q: 3 clusters Score -7351618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7351628.500000 Penalty: 5250.306641
	Iteration 17Q: 3 clusters Score -7351628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7351632.000000 Penalty: 5250.306641
	Iteration 18Q: 3 clusters Score -7351632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7351634.000000 Penalty: 5250.306641
	Iteration 19Q: 3 clusters Score -7351634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7351636.500000 Penalty: 5250.306641
	Iteration 20F: 3 clusters Score -7351636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7351642.000000 Penalty: 5250.306641
	Iteration 21Q: 3 clusters Score -7351642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7351642.000000 Penalty: 5250.306641
	Iteration 22Q: 3 clusters Score -7351642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7351645.000000 Penalty: 5250.306641
	Iteration 23Q: 3 clusters Score -7351645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7351655.000000 Penalty: 5250.306641
	Iteration 24Q: 3 clusters Score -7351655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7351653.000000 Penalty: 5250.306641
	Iteration 25Q: 3 clusters Score -7351653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7351652.500000 Penalty: 5250.306641
	Iteration 26Q: 3 clusters Score -7351652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7351658.000000 Penalty: 5250.306641
	Iteration 27Q: 3 clusters Score -7351658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7351662.000000 Penalty: 5250.306641
	Iteration 28Q: 3 clusters Score -7351662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7351662.000000 Penalty: 5250.306641
	Iteration 29F: 3 clusters Score -7351662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Entering Unmasked Estep 
Score: -9602237.000000 Penalty: 2690.650146
	Iteration 0F: 2 clusters Score -9602237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -9571297.000000 Penalty: 5381.300293
	Iteration 0F: 3 clusters Score -9571297 nChanged 23877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -9584354.000000 Penalty: 5381.300293
	Iteration 1F: 3 clusters Score -9584354 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -9584999.000000 Penalty: 5381.300293
	Iteration 2Q: 3 clusters Score -9584999 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -9585587.000000 Penalty: 5381.300293
	Iteration 3Q: 3 clusters Score -9585587 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -9586477.000000 Penalty: 5381.300293
	Iteration 4Q: 3 clusters Score -9586477 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -9587700.000000 Penalty: 5381.300293
	Iteration 5Q: 3 clusters Score -9587700 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -9589555.000000 Penalty: 5381.300293
	Iteration 6F: 3 clusters Score -9589555 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -9592383.000000 Penalty: 5381.300293
	Iteration 7F: 3 clusters Score -9592383 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -9595558.000000 Penalty: 5381.300293
	Iteration 8F: 3 clusters Score -9595558 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -9597814.000000 Penalty: 5381.300293
	Iteration 9F: 3 clusters Score -9597814 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9598667.000000 Penalty: 5381.300293
	Iteration 10Q: 3 clusters Score -9598667 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9599271.000000 Penalty: 5381.300293
	Iteration 11Q: 3 clusters Score -9599271 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9599583.000000 Penalty: 5381.300293
	Iteration 12Q: 3 clusters Score -9599583 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9599714.000000 Penalty: 5381.300293
	Iteration 13Q: 3 clusters Score -9599714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9599793.000000 Penalty: 5381.300293
	Iteration 14Q: 3 clusters Score -9599793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9599853.000000 Penalty: 5381.300293
	Iteration 15Q: 3 clusters Score -9599853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9599890.000000 Penalty: 5381.300293
	Iteration 16Q: 3 clusters Score -9599890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9599921.000000 Penalty: 5381.300293
	Iteration 17Q: 3 clusters Score -9599921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9599942.000000 Penalty: 5381.300293
	Iteration 18Q: 3 clusters Score -9599942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9599942.000000 Penalty: 5381.300293
	Iteration 19Q: 3 clusters Score -9599942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9599943.000000 Penalty: 5381.300293
	Iteration 20F: 3 clusters Score -9599943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9599947.000000 Penalty: 5381.300293
	Iteration 21Q: 3 clusters Score -9599947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9599954.000000 Penalty: 5381.300293
	Iteration 22Q: 3 clusters Score -9599954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9599957.000000 Penalty: 5381.300293
	Iteration 23Q: 3 clusters Score -9599957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9599963.000000 Penalty: 5381.300293
	Iteration 24Q: 3 clusters Score -9599963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9599958.000000 Penalty: 5381.300293
	Iteration 25Q: 3 clusters Score -9599958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9599958.000000 Penalty: 5381.300293
	Iteration 26F: 3 clusters Score -9599958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (54081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Entering Unmasked Estep 
Score: -10097219.000000 Penalty: 2702.763184
	Iteration 0F: 2 clusters Score -1.009722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -10066433.000000 Penalty: 5405.526367
	Iteration 0F: 3 clusters Score -1.006643e+07 nChanged 25150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -10080534.000000 Penalty: 5405.526367
	Iteration 1F: 3 clusters Score -1.008053e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -10081207.000000 Penalty: 5405.526367
	Iteration 2Q: 3 clusters Score -1.008121e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -10081930.000000 Penalty: 5405.526367
	Iteration 3Q: 3 clusters Score -1.008193e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -10082868.000000 Penalty: 5405.526367
	Iteration 4Q: 3 clusters Score -1.008287e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -10084078.000000 Penalty: 5405.526367
	Iteration 5Q: 3 clusters Score -1.008408e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -10085824.000000 Penalty: 5405.526367
	Iteration 6F: 3 clusters Score -1.008582e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -10088409.000000 Penalty: 5405.526367
	Iteration 7F: 3 clusters Score -1.008841e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -10092066.000000 Penalty: 5405.526367
	Iteration 8F: 3 clusters Score -1.009207e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -10094969.000000 Penalty: 5405.526367
	Iteration 9F: 3 clusters Score -1.009497e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -10096469.000000 Penalty: 5405.526367
	Iteration 10Q: 3 clusters Score -1.009647e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -10097235.000000 Penalty: 5405.526367
	Iteration 11Q: 3 clusters Score -1.009724e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -10097687.000000 Penalty: 5405.526367
	Iteration 12Q: 3 clusters Score -1.009769e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -10098006.000000 Penalty: 5405.526367
	Iteration 13Q: 3 clusters Score -1.009801e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -10098178.000000 Penalty: 5405.526367
	Iteration 14Q: 3 clusters Score -1.009818e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -10098243.000000 Penalty: 5405.526367
	Iteration 15Q: 3 clusters Score -1.009824e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -10098318.000000 Penalty: 5405.526367
	Iteration 16Q: 3 clusters Score -1.009832e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -10098319.000000 Penalty: 5405.526367
	Iteration 17Q: 3 clusters Score -1.009832e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -10098409.000000 Penalty: 5405.526367
	Iteration 18Q: 3 clusters Score -1.009841e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -10098459.000000 Penalty: 5405.526367
	Iteration 19Q: 3 clusters Score -1.009846e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -10098474.000000 Penalty: 5405.526367
	Iteration 20F: 3 clusters Score -1.009847e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -10098465.000000 Penalty: 5405.526367
	Iteration 21Q: 3 clusters Score -1.009846e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -10098459.000000 Penalty: 5405.526367
	Iteration 22Q: 3 clusters Score -1.009846e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -10098463.000000 Penalty: 5405.526367
	Iteration 23Q: 3 clusters Score -1.009846e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -10098460.000000 Penalty: 5405.526367
	Iteration 24Q: 3 clusters Score -1.009846e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -10098470.000000 Penalty: 5405.526367
	Iteration 25Q: 3 clusters Score -1.009847e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -10098464.000000 Penalty: 5405.526367
	Iteration 26Q: 3 clusters Score -1.009846e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -10098470.000000 Penalty: 5405.526367
	Iteration 27Q: 3 clusters Score -1.009847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -10098496.000000 Penalty: 5405.526367
	Iteration 28Q: 3 clusters Score -1.00985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -10098476.000000 Penalty: 5405.526367
	Iteration 29Q: 3 clusters Score -1.009848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -10098483.000000 Penalty: 5405.526367
	Iteration 30Q: 3 clusters Score -1.009848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -10098494.000000 Penalty: 5405.526367
	Iteration 31Q: 3 clusters Score -1.009849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -10098506.000000 Penalty: 5405.526367
	Iteration 32Q: 3 clusters Score -1.009851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -10098502.000000 Penalty: 5405.526367
	Iteration 33Q: 3 clusters Score -1.00985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -10098510.000000 Penalty: 5405.526367
	Iteration 34Q: 3 clusters Score -1.009851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -10098513.000000 Penalty: 5405.526367
	Iteration 35Q: 3 clusters Score -1.009851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -10098510.000000 Penalty: 5405.526367
	Iteration 36Q: 3 clusters Score -1.009851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -10098513.000000 Penalty: 5405.526367
	Iteration 37Q: 3 clusters Score -1.009851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -10098504.000000 Penalty: 5405.526367
	Iteration 38Q: 3 clusters Score -1.00985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -10098496.000000 Penalty: 5405.526367
	Iteration 39Q: 3 clusters Score -1.00985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -10098500.000000 Penalty: 5405.526367
	Iteration 40F: 3 clusters Score -1.00985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -10098502.000000 Penalty: 5405.526367
	Iteration 41Q: 3 clusters Score -1.00985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -10098504.000000 Penalty: 5405.526367
	Iteration 42Q: 3 clusters Score -1.00985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -10098504.000000 Penalty: 5405.526367
	Iteration 43F: 3 clusters Score -1.00985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31269 members 
Mstep: Class 3 contains 40064 members 
Mstep: Class 4 contains 41299 members 
Mstep: Class 5 contains 7359 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41221 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44898 members 
Mstep: Class 10 contains 40257 members 
Mstep: Class 11 contains 45163 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 33931 members 
Mstep: Class 14 contains 44610 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 5550 members 
Mstep: Class 20 contains 43356 members 
Mstep: Class 21 contains 39549 members 
Mstep: Class 22 contains 51503 members 
Mstep: Class 23 contains 29474 members 
Mstep: Class 24 contains 24607 members 
Entering Unmasked Estep 
Score: -106708488.000000 Penalty: 79037.695312
Splitting cluster 23 changes total score from -106707736.000000 to -106708488.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31269 members 
Mstep: Class 3 contains 40064 members 
Mstep: Class 4 contains 41299 members 
Mstep: Class 5 contains 7359 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41221 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44898 members 
Mstep: Class 10 contains 40257 members 
Mstep: Class 11 contains 45163 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 33931 members 
Mstep: Class 14 contains 44610 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 5550 members 
Mstep: Class 20 contains 43356 members 
Mstep: Class 21 contains 39549 members 
Mstep: Class 22 contains 51503 members 
Mstep: Class 23 contains 29474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710048.000000 Penalty: 79037.695312
Iteration 439Q: 25 clusters Score -1.0671e+08 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31279 members 
Mstep: Class 3 contains 40022 members 
Mstep: Class 4 contains 41465 members 
Mstep: Class 5 contains 7388 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 41157 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 45016 members 
Mstep: Class 10 contains 40130 members 
Mstep: Class 11 contains 45057 members 
Mstep: Class 12 contains 13132 members 
Mstep: Class 13 contains 33842 members 
Mstep: Class 14 contains 44843 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 5601 members 
Mstep: Class 20 contains 43290 members 
Mstep: Class 21 contains 39617 members 
Mstep: Class 22 contains 51052 members 
Mstep: Class 23 contains 30756 members 
Mstep: Class 24 contains 23749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106710936.000000 Penalty: 79037.695312
Iteration 440F: 25 clusters Score -1.067109e+08 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31269 members 
Mstep: Class 3 contains 39832 members 
Mstep: Class 4 contains 41449 members 
Mstep: Class 5 contains 7339 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 40914 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44851 members 
Mstep: Class 10 contains 39842 members 
Mstep: Class 11 contains 44888 members 
Mstep: Class 12 contains 12901 members 
Mstep: Class 13 contains 33676 members 
Mstep: Class 14 contains 44546 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 43062 members 
Mstep: Class 21 contains 39686 members 
Mstep: Class 22 contains 50591 members 
Mstep: Class 23 contains 31746 members 
Mstep: Class 24 contains 25149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106712096.000000 Penalty: 79037.695312
Iteration 441Q: 25 clusters Score -1.067121e+08 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31253 members 
Mstep: Class 3 contains 39645 members 
Mstep: Class 4 contains 41510 members 
Mstep: Class 5 contains 7295 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 40741 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44726 members 
Mstep: Class 10 contains 39581 members 
Mstep: Class 11 contains 44749 members 
Mstep: Class 12 contains 12662 members 
Mstep: Class 13 contains 33414 members 
Mstep: Class 14 contains 44431 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 5707 members 
Mstep: Class 20 contains 42898 members 
Mstep: Class 21 contains 39774 members 
Mstep: Class 22 contains 50104 members 
Mstep: Class 23 contains 32806 members 
Mstep: Class 24 contains 26099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106712664.000000 Penalty: 79037.695312
Iteration 442Q: 25 clusters Score -1.067127e+08 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31247 members 
Mstep: Class 3 contains 39458 members 
Mstep: Class 4 contains 41551 members 
Mstep: Class 5 contains 7260 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 40570 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44559 members 
Mstep: Class 10 contains 39309 members 
Mstep: Class 11 contains 44642 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 33071 members 
Mstep: Class 14 contains 44324 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 5758 members 
Mstep: Class 20 contains 42804 members 
Mstep: Class 21 contains 39843 members 
Mstep: Class 22 contains 49748 members 
Mstep: Class 23 contains 33861 members 
Mstep: Class 24 contains 26940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106713752.000000 Penalty: 79037.695312
Iteration 443Q: 25 clusters Score -1.067138e+08 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31228 members 
Mstep: Class 3 contains 39360 members 
Mstep: Class 4 contains 41549 members 
Mstep: Class 5 contains 7220 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 40412 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44352 members 
Mstep: Class 10 contains 39025 members 
Mstep: Class 11 contains 44562 members 
Mstep: Class 12 contains 12243 members 
Mstep: Class 13 contains 32672 members 
Mstep: Class 14 contains 44234 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 5817 members 
Mstep: Class 20 contains 42791 members 
Mstep: Class 21 contains 39896 members 
Mstep: Class 22 contains 49416 members 
Mstep: Class 23 contains 34936 members 
Mstep: Class 24 contains 27684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106714080.000000 Penalty: 79037.695312
Iteration 444Q: 25 clusters Score -1.067141e+08 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 39235 members 
Mstep: Class 4 contains 41589 members 
Mstep: Class 5 contains 7175 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 40194 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 44133 members 
Mstep: Class 10 contains 38711 members 
Mstep: Class 11 contains 44511 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 32273 members 
Mstep: Class 14 contains 44232 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 5870 members 
Mstep: Class 20 contains 42753 members 
Mstep: Class 21 contains 39983 members 
Mstep: Class 22 contains 49063 members 
Mstep: Class 23 contains 36002 members 
Mstep: Class 24 contains 28421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106714592.000000 Penalty: 79037.695312
Iteration 445Q: 25 clusters Score -1.067146e+08 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31183 members 
Mstep: Class 3 contains 39142 members 
Mstep: Class 4 contains 41561 members 
Mstep: Class 5 contains 7135 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 39938 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 43966 members 
Mstep: Class 10 contains 38420 members 
Mstep: Class 11 contains 44465 members 
Mstep: Class 12 contains 11846 members 
Mstep: Class 13 contains 31876 members 
Mstep: Class 14 contains 44165 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 5922 members 
Mstep: Class 20 contains 42690 members 
Mstep: Class 21 contains 40072 members 
Mstep: Class 22 contains 48714 members 
Mstep: Class 23 contains 37113 members 
Mstep: Class 24 contains 29188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106715256.000000 Penalty: 79037.695312
Iteration 446Q: 25 clusters Score -1.067153e+08 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31170 members 
Mstep: Class 3 contains 39025 members 
Mstep: Class 4 contains 41519 members 
Mstep: Class 5 contains 7093 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 39728 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 43816 members 
Mstep: Class 10 contains 38099 members 
Mstep: Class 11 contains 44402 members 
Mstep: Class 12 contains 11665 members 
Mstep: Class 13 contains 31551 members 
Mstep: Class 14 contains 44064 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 42604 members 
Mstep: Class 21 contains 40160 members 
Mstep: Class 22 contains 48312 members 
Mstep: Class 23 contains 38181 members 
Mstep: Class 24 contains 30026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106715952.000000 Penalty: 79037.695312
Iteration 447Q: 25 clusters Score -1.06716e+08 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31143 members 
Mstep: Class 3 contains 38895 members 
Mstep: Class 4 contains 41447 members 
Mstep: Class 5 contains 7059 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 39523 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 43716 members 
Mstep: Class 10 contains 37779 members 
Mstep: Class 11 contains 44353 members 
Mstep: Class 12 contains 11477 members 
Mstep: Class 13 contains 31268 members 
Mstep: Class 14 contains 43943 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 42489 members 
Mstep: Class 21 contains 40263 members 
Mstep: Class 22 contains 47826 members 
Mstep: Class 23 contains 39236 members 
Mstep: Class 24 contains 30943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716344.000000 Penalty: 79037.695312
Iteration 448Q: 25 clusters Score -1.067163e+08 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31116 members 
Mstep: Class 3 contains 38779 members 
Mstep: Class 4 contains 41334 members 
Mstep: Class 5 contains 7029 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 39297 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 43617 members 
Mstep: Class 10 contains 37481 members 
Mstep: Class 11 contains 44272 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 30941 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 6084 members 
Mstep: Class 20 contains 42396 members 
Mstep: Class 21 contains 40381 members 
Mstep: Class 22 contains 47401 members 
Mstep: Class 23 contains 40309 members 
Mstep: Class 24 contains 31879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717368.000000 Penalty: 79037.695312
Iteration 449Q: 25 clusters Score -1.067174e+08 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31083 members 
Mstep: Class 3 contains 38636 members 
Mstep: Class 4 contains 41212 members 
Mstep: Class 5 contains 6976 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 39020 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 43450 members 
Mstep: Class 10 contains 37196 members 
Mstep: Class 11 contains 44180 members 
Mstep: Class 12 contains 11077 members 
Mstep: Class 13 contains 30611 members 
Mstep: Class 14 contains 43589 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 42322 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 46911 members 
Mstep: Class 23 contains 41556 members 
Mstep: Class 24 contains 32918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718192.000000 Penalty: 79037.695312
Iteration 450Q: 25 clusters Score -1.067182e+08 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31060 members 
Mstep: Class 3 contains 38494 members 
Mstep: Class 4 contains 41095 members 
Mstep: Class 5 contains 6931 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 38776 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 43295 members 
Mstep: Class 10 contains 36877 members 
Mstep: Class 11 contains 44087 members 
Mstep: Class 12 contains 10855 members 
Mstep: Class 13 contains 30301 members 
Mstep: Class 14 contains 43422 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 6160 members 
Mstep: Class 20 contains 42250 members 
Mstep: Class 21 contains 40704 members 
Mstep: Class 22 contains 46251 members 
Mstep: Class 23 contains 42764 members 
Mstep: Class 24 contains 34073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718880.000000 Penalty: 79037.695312
Iteration 451Q: 25 clusters Score -1.067189e+08 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31037 members 
Mstep: Class 3 contains 38320 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 6878 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 38521 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 43127 members 
Mstep: Class 10 contains 36581 members 
Mstep: Class 11 contains 43979 members 
Mstep: Class 12 contains 10638 members 
Mstep: Class 13 contains 29973 members 
Mstep: Class 14 contains 43297 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2372 members 
Mstep: Class 19 contains 6186 members 
Mstep: Class 20 contains 42184 members 
Mstep: Class 21 contains 40875 members 
Mstep: Class 22 contains 45362 members 
Mstep: Class 23 contains 44010 members 
Mstep: Class 24 contains 35437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106719408.000000 Penalty: 79037.695312
Iteration 452Q: 25 clusters Score -1.067194e+08 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31002 members 
Mstep: Class 3 contains 38180 members 
Mstep: Class 4 contains 40872 members 
Mstep: Class 5 contains 6832 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 38306 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 42860 members 
Mstep: Class 10 contains 36286 members 
Mstep: Class 11 contains 43899 members 
Mstep: Class 12 contains 10458 members 
Mstep: Class 13 contains 29567 members 
Mstep: Class 14 contains 43056 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 6205 members 
Mstep: Class 20 contains 42097 members 
Mstep: Class 21 contains 41087 members 
Mstep: Class 22 contains 44239 members 
Mstep: Class 23 contains 45387 members 
Mstep: Class 24 contains 37061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106720552.000000 Penalty: 79037.695312
Iteration 453Q: 25 clusters Score -1.067206e+08 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 30962 members 
Mstep: Class 3 contains 37995 members 
Mstep: Class 4 contains 40666 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 38059 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 42634 members 
Mstep: Class 10 contains 35983 members 
Mstep: Class 11 contains 43865 members 
Mstep: Class 12 contains 10320 members 
Mstep: Class 13 contains 29146 members 
Mstep: Class 14 contains 42833 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 6221 members 
Mstep: Class 20 contains 41959 members 
Mstep: Class 21 contains 41238 members 
Mstep: Class 22 contains 43651 members 
Mstep: Class 23 contains 46483 members 
Mstep: Class 24 contains 38606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106720848.000000 Penalty: 79037.695312
Iteration 454Q: 25 clusters Score -1.067208e+08 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 30920 members 
Mstep: Class 3 contains 37776 members 
Mstep: Class 4 contains 40414 members 
Mstep: Class 5 contains 6722 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 37836 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 42344 members 
Mstep: Class 10 contains 35689 members 
Mstep: Class 11 contains 43807 members 
Mstep: Class 12 contains 10174 members 
Mstep: Class 13 contains 28772 members 
Mstep: Class 14 contains 42598 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 20 contains 41840 members 
Mstep: Class 21 contains 41403 members 
Mstep: Class 22 contains 43145 members 
Mstep: Class 23 contains 47422 members 
Mstep: Class 24 contains 40294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106721440.000000 Penalty: 79037.695312
Iteration 455Q: 25 clusters Score -1.067214e+08 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 30884 members 
Mstep: Class 3 contains 37549 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 6663 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 37586 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 42130 members 
Mstep: Class 10 contains 35392 members 
Mstep: Class 11 contains 43746 members 
Mstep: Class 12 contains 10021 members 
Mstep: Class 13 contains 28459 members 
Mstep: Class 14 contains 42409 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 6252 members 
Mstep: Class 20 contains 41714 members 
Mstep: Class 21 contains 41571 members 
Mstep: Class 22 contains 42749 members 
Mstep: Class 23 contains 48121 members 
Mstep: Class 24 contains 42030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106721432.000000 Penalty: 79037.695312
Iteration 456Q: 25 clusters Score -1.067214e+08 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30861 members 
Mstep: Class 3 contains 37317 members 
Mstep: Class 4 contains 39829 members 
Mstep: Class 5 contains 6609 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 37368 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 41979 members 
Mstep: Class 10 contains 35078 members 
Mstep: Class 11 contains 43677 members 
Mstep: Class 12 contains 9878 members 
Mstep: Class 13 contains 28229 members 
Mstep: Class 14 contains 42409 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 6265 members 
Mstep: Class 20 contains 41609 members 
Mstep: Class 21 contains 41672 members 
Mstep: Class 22 contains 42378 members 
Mstep: Class 23 contains 48475 members 
Mstep: Class 24 contains 43762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106721808.000000 Penalty: 79037.695312
Iteration 457Q: 25 clusters Score -1.067218e+08 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30836 members 
Mstep: Class 3 contains 37132 members 
Mstep: Class 4 contains 39567 members 
Mstep: Class 5 contains 6576 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 37179 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 41886 members 
Mstep: Class 10 contains 34803 members 
Mstep: Class 11 contains 43613 members 
Mstep: Class 12 contains 9737 members 
Mstep: Class 13 contains 28023 members 
Mstep: Class 14 contains 42802 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 6278 members 
Mstep: Class 20 contains 41522 members 
Mstep: Class 21 contains 41706 members 
Mstep: Class 22 contains 42180 members 
Mstep: Class 23 contains 48289 members 
Mstep: Class 24 contains 45267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106721880.000000 Penalty: 79037.695312
Iteration 458Q: 25 clusters Score -1.067219e+08 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30809 members 
Mstep: Class 3 contains 36969 members 
Mstep: Class 4 contains 39386 members 
Mstep: Class 5 contains 6523 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 36993 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 41791 members 
Mstep: Class 10 contains 34552 members 
Mstep: Class 11 contains 43602 members 
Mstep: Class 12 contains 9619 members 
Mstep: Class 13 contains 27840 members 
Mstep: Class 14 contains 43175 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 6290 members 
Mstep: Class 20 contains 41456 members 
Mstep: Class 21 contains 41717 members 
Mstep: Class 22 contains 42103 members 
Mstep: Class 23 contains 48068 members 
Mstep: Class 24 contains 46506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722112.000000 Penalty: 79037.695312
Iteration 459Q: 25 clusters Score -1.067221e+08 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30808 members 
Mstep: Class 3 contains 36800 members 
Mstep: Class 4 contains 39248 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 36830 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 41750 members 
Mstep: Class 10 contains 34271 members 
Mstep: Class 11 contains 43593 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 27670 members 
Mstep: Class 14 contains 43516 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 6303 members 
Mstep: Class 20 contains 41431 members 
Mstep: Class 21 contains 41730 members 
Mstep: Class 22 contains 42051 members 
Mstep: Class 23 contains 47994 members 
Mstep: Class 24 contains 47409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722384.000000 Penalty: 79037.695312
Iteration 460F: 25 clusters Score -1.067224e+08 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30790 members 
Mstep: Class 3 contains 36648 members 
Mstep: Class 4 contains 39129 members 
Mstep: Class 5 contains 6429 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 36644 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 41648 members 
Mstep: Class 10 contains 34021 members 
Mstep: Class 11 contains 43567 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 27524 members 
Mstep: Class 14 contains 43682 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 6316 members 
Mstep: Class 20 contains 41400 members 
Mstep: Class 21 contains 41728 members 
Mstep: Class 22 contains 41711 members 
Mstep: Class 23 contains 48240 members 
Mstep: Class 24 contains 48484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722240.000000 Penalty: 79037.695312
Iteration 461Q: 25 clusters Score -1.067222e+08 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30776 members 
Mstep: Class 3 contains 36518 members 
Mstep: Class 4 contains 39033 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 36465 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 41543 members 
Mstep: Class 10 contains 33793 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 9355 members 
Mstep: Class 13 contains 27486 members 
Mstep: Class 14 contains 43790 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 6319 members 
Mstep: Class 20 contains 41389 members 
Mstep: Class 21 contains 41750 members 
Mstep: Class 22 contains 41377 members 
Mstep: Class 23 contains 48301 members 
Mstep: Class 24 contains 49548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106722208.000000 Penalty: 79037.695312
Iteration 462Q: 25 clusters Score -1.067222e+08 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 30758 members 
Mstep: Class 3 contains 36353 members 
Mstep: Class 4 contains 38867 members 
Mstep: Class 5 contains 6364 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 36286 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 41374 members 
Mstep: Class 10 contains 33594 members 
Mstep: Class 11 contains 43575 members 
Mstep: Class 12 contains 9296 members 
Mstep: Class 13 contains 27509 members 
Mstep: Class 14 contains 43586 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 6323 members 
Mstep: Class 20 contains 41368 members 
Mstep: Class 21 contains 41787 members 
Mstep: Class 22 contains 41057 members 
Mstep: Class 23 contains 48681 members 
Mstep: Class 24 contains 50624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106721696.000000 Penalty: 79037.695312
Iteration 463Q: 25 clusters Score -1.067217e+08 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30750 members 
Mstep: Class 3 contains 36210 members 
Mstep: Class 4 contains 38635 members 
Mstep: Class 5 contains 6328 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 36059 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 41192 members 
Mstep: Class 10 contains 33449 members 
Mstep: Class 11 contains 43628 members 
Mstep: Class 12 contains 9251 members 
Mstep: Class 13 contains 27566 members 
Mstep: Class 14 contains 43060 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 6325 members 
Mstep: Class 20 contains 41357 members 
Mstep: Class 21 contains 41817 members 
Mstep: Class 22 contains 40780 members 
Mstep: Class 23 contains 49165 members 
Mstep: Class 24 contains 51828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106720504.000000 Penalty: 79037.695312
Iteration 464Q: 25 clusters Score -1.067205e+08 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30745 members 
Mstep: Class 3 contains 36094 members 
Mstep: Class 4 contains 38420 members 
Mstep: Class 5 contains 6290 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 35827 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 40879 members 
Mstep: Class 10 contains 33312 members 
Mstep: Class 11 contains 43698 members 
Mstep: Class 12 contains 9215 members 
Mstep: Class 13 contains 27609 members 
Mstep: Class 14 contains 42316 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 6325 members 
Mstep: Class 20 contains 41339 members 
Mstep: Class 21 contains 41846 members 
Mstep: Class 22 contains 40522 members 
Mstep: Class 23 contains 49902 members 
Mstep: Class 24 contains 53060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106719712.000000 Penalty: 79037.695312
Iteration 465Q: 25 clusters Score -1.067197e+08 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30728 members 
Mstep: Class 3 contains 35954 members 
Mstep: Class 4 contains 38214 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 40498 members 
Mstep: Class 10 contains 33216 members 
Mstep: Class 11 contains 43773 members 
Mstep: Class 12 contains 9177 members 
Mstep: Class 13 contains 27670 members 
Mstep: Class 14 contains 41671 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 6330 members 
Mstep: Class 20 contains 41355 members 
Mstep: Class 21 contains 41851 members 
Mstep: Class 22 contains 40566 members 
Mstep: Class 23 contains 50662 members 
Mstep: Class 24 contains 53865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106719432.000000 Penalty: 79037.695312
Iteration 466Q: 25 clusters Score -1.067194e+08 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30714 members 
Mstep: Class 3 contains 35790 members 
Mstep: Class 4 contains 38026 members 
Mstep: Class 5 contains 6180 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 35454 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 40151 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 43852 members 
Mstep: Class 12 contains 9136 members 
Mstep: Class 13 contains 27710 members 
Mstep: Class 14 contains 41392 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 6331 members 
Mstep: Class 20 contains 41407 members 
Mstep: Class 21 contains 41847 members 
Mstep: Class 22 contains 40895 members 
Mstep: Class 23 contains 51312 members 
Mstep: Class 24 contains 54076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106719488.000000 Penalty: 79037.695312
Iteration 467Q: 25 clusters Score -1.067195e+08 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30691 members 
Mstep: Class 3 contains 35652 members 
Mstep: Class 4 contains 37808 members 
Mstep: Class 5 contains 6142 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 35309 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 39812 members 
Mstep: Class 10 contains 33034 members 
Mstep: Class 11 contains 43930 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 13 contains 27705 members 
Mstep: Class 14 contains 41272 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 6333 members 
Mstep: Class 20 contains 41512 members 
Mstep: Class 21 contains 41859 members 
Mstep: Class 22 contains 41353 members 
Mstep: Class 23 contains 51965 members 
Mstep: Class 24 contains 53899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718872.000000 Penalty: 79037.695312
Iteration 468Q: 25 clusters Score -1.067189e+08 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30651 members 
Mstep: Class 3 contains 35510 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 6109 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 35150 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 39468 members 
Mstep: Class 10 contains 32938 members 
Mstep: Class 11 contains 44037 members 
Mstep: Class 12 contains 9116 members 
Mstep: Class 13 contains 27677 members 
Mstep: Class 14 contains 41298 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 6337 members 
Mstep: Class 20 contains 41605 members 
Mstep: Class 21 contains 41849 members 
Mstep: Class 22 contains 42039 members 
Mstep: Class 23 contains 52551 members 
Mstep: Class 24 contains 53462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718896.000000 Penalty: 79037.695312
Iteration 469Q: 25 clusters Score -1.067189e+08 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30629 members 
Mstep: Class 3 contains 35386 members 
Mstep: Class 4 contains 37399 members 
Mstep: Class 5 contains 6072 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 34991 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 39151 members 
Mstep: Class 10 contains 32820 members 
Mstep: Class 11 contains 44134 members 
Mstep: Class 12 contains 9103 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 41459 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 41683 members 
Mstep: Class 21 contains 41848 members 
Mstep: Class 22 contains 42775 members 
Mstep: Class 23 contains 53141 members 
Mstep: Class 24 contains 52882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106719152.000000 Penalty: 79037.695312
Iteration 470Q: 25 clusters Score -1.067192e+08 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30596 members 
Mstep: Class 3 contains 35286 members 
Mstep: Class 4 contains 37223 members 
Mstep: Class 5 contains 6044 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 34808 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38887 members 
Mstep: Class 10 contains 32722 members 
Mstep: Class 11 contains 44227 members 
Mstep: Class 12 contains 9093 members 
Mstep: Class 13 contains 27460 members 
Mstep: Class 14 contains 41602 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 41760 members 
Mstep: Class 21 contains 41879 members 
Mstep: Class 22 contains 43460 members 
Mstep: Class 23 contains 53658 members 
Mstep: Class 24 contains 52350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718640.000000 Penalty: 79037.695312
Iteration 471Q: 25 clusters Score -1.067186e+08 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30560 members 
Mstep: Class 3 contains 35193 members 
Mstep: Class 4 contains 37124 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 34650 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38616 members 
Mstep: Class 10 contains 32653 members 
Mstep: Class 11 contains 44342 members 
Mstep: Class 12 contains 9083 members 
Mstep: Class 13 contains 27324 members 
Mstep: Class 14 contains 41742 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 41818 members 
Mstep: Class 21 contains 41915 members 
Mstep: Class 22 contains 44042 members 
Mstep: Class 23 contains 54019 members 
Mstep: Class 24 contains 51975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718008.000000 Penalty: 79037.695312
Iteration 472Q: 25 clusters Score -1.06718e+08 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 30528 members 
Mstep: Class 3 contains 35113 members 
Mstep: Class 4 contains 37017 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 34505 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38357 members 
Mstep: Class 10 contains 32567 members 
Mstep: Class 11 contains 44421 members 
Mstep: Class 12 contains 9074 members 
Mstep: Class 13 contains 27149 members 
Mstep: Class 14 contains 41939 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 6355 members 
Mstep: Class 20 contains 41854 members 
Mstep: Class 21 contains 41933 members 
Mstep: Class 22 contains 44623 members 
Mstep: Class 23 contains 54340 members 
Mstep: Class 24 contains 51661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718176.000000 Penalty: 79037.695312
Iteration 473Q: 25 clusters Score -1.067182e+08 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 30502 members 
Mstep: Class 3 contains 35012 members 
Mstep: Class 4 contains 36939 members 
Mstep: Class 5 contains 5934 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 34386 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38153 members 
Mstep: Class 10 contains 32470 members 
Mstep: Class 11 contains 44482 members 
Mstep: Class 12 contains 9055 members 
Mstep: Class 13 contains 26944 members 
Mstep: Class 14 contains 42136 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 6368 members 
Mstep: Class 20 contains 41896 members 
Mstep: Class 21 contains 41934 members 
Mstep: Class 22 contains 45099 members 
Mstep: Class 23 contains 54678 members 
Mstep: Class 24 contains 51413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106718112.000000 Penalty: 79037.695312
Iteration 474Q: 25 clusters Score -1.067181e+08 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30476 members 
Mstep: Class 3 contains 34907 members 
Mstep: Class 4 contains 36869 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 34274 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37995 members 
Mstep: Class 10 contains 32368 members 
Mstep: Class 11 contains 44579 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 26726 members 
Mstep: Class 14 contains 42311 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 6371 members 
Mstep: Class 20 contains 41927 members 
Mstep: Class 21 contains 41968 members 
Mstep: Class 22 contains 45509 members 
Mstep: Class 23 contains 54938 members 
Mstep: Class 24 contains 51216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717544.000000 Penalty: 79037.695312
Iteration 475Q: 25 clusters Score -1.067175e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30455 members 
Mstep: Class 3 contains 34820 members 
Mstep: Class 4 contains 36807 members 
Mstep: Class 5 contains 5906 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 34148 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37854 members 
Mstep: Class 10 contains 32289 members 
Mstep: Class 11 contains 44673 members 
Mstep: Class 12 contains 9034 members 
Mstep: Class 13 contains 26558 members 
Mstep: Class 14 contains 42560 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 6371 members 
Mstep: Class 20 contains 41932 members 
Mstep: Class 21 contains 42011 members 
Mstep: Class 22 contains 45919 members 
Mstep: Class 23 contains 55083 members 
Mstep: Class 24 contains 50985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717200.000000 Penalty: 79037.695312
Iteration 476Q: 25 clusters Score -1.067172e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30431 members 
Mstep: Class 3 contains 34747 members 
Mstep: Class 4 contains 36791 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 34016 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37781 members 
Mstep: Class 10 contains 32225 members 
Mstep: Class 11 contains 44754 members 
Mstep: Class 12 contains 9024 members 
Mstep: Class 13 contains 26472 members 
Mstep: Class 14 contains 42772 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 6376 members 
Mstep: Class 20 contains 41944 members 
Mstep: Class 21 contains 42060 members 
Mstep: Class 22 contains 46234 members 
Mstep: Class 23 contains 55132 members 
Mstep: Class 24 contains 50769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717088.000000 Penalty: 79037.695312
Iteration 477Q: 25 clusters Score -1.067171e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30403 members 
Mstep: Class 3 contains 34699 members 
Mstep: Class 4 contains 36796 members 
Mstep: Class 5 contains 5857 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 33877 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37693 members 
Mstep: Class 10 contains 32162 members 
Mstep: Class 11 contains 44831 members 
Mstep: Class 12 contains 9029 members 
Mstep: Class 13 contains 26423 members 
Mstep: Class 14 contains 43024 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 6380 members 
Mstep: Class 20 contains 41925 members 
Mstep: Class 21 contains 42097 members 
Mstep: Class 22 contains 46497 members 
Mstep: Class 23 contains 55082 members 
Mstep: Class 24 contains 50630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716944.000000 Penalty: 79037.695312
Iteration 478Q: 25 clusters Score -1.067169e+08 nChanged 2026
Entering ConstructFrom: 
Score: -106716944.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -236616.859375 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -236616.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -234476.875000 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -234476.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -234980.687500 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -234980.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -235276.906250 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -235276.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -235426.531250 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -235426.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -235509.531250 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -235509.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -235610.578125 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -235610.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -235726.562500 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -235726.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -235816.703125 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -235816.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -235895.468750 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -235895.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -235964.953125 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -235965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -236014.937500 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -236014.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -236061.984375 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -236062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -236122.171875 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -236122.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -236188.390625 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -236188.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -236255.546875 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -236255.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -236313.796875 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -236313.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -236359.953125 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -236360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -236404.421875 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -236404.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -236444.359375 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -236444.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -236478.406250 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -236478.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -236492.890625 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -236492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -236503.343750 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -236503.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -236509.703125 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -236509.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -236532.515625 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -236532.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -236578.031250 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -236578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -236614.750000 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -236614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -236646.500000 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -236646.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -236738.046875 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -236738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -236838.625000 Penalty: 3579.852051
	Iteration 28Q: 3 clusters Score -236838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -236857.984375 Penalty: 3579.852051
	Iteration 29Q: 3 clusters Score -236858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -236867.390625 Penalty: 3579.852051
	Iteration 30Q: 3 clusters Score -236867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -236869.796875 Penalty: 3579.852051
	Iteration 31Q: 3 clusters Score -236869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -236877.171875 Penalty: 3579.852051
	Iteration 32Q: 3 clusters Score -236877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -236905.953125 Penalty: 3579.852051
	Iteration 33Q: 3 clusters Score -236906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -236922.187500 Penalty: 3579.852051
	Iteration 34Q: 3 clusters Score -236922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -236926.281250 Penalty: 3579.852051
	Iteration 35Q: 3 clusters Score -236926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -236960.953125 Penalty: 3579.852051
	Iteration 36F: 3 clusters Score -236961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -237021.734375 Penalty: 3579.852051
	Iteration 37Q: 3 clusters Score -237021.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -237067.921875 Penalty: 3579.852051
	Iteration 38Q: 3 clusters Score -237067.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -237094.203125 Penalty: 3579.852051
	Iteration 39Q: 3 clusters Score -237094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -237193.703125 Penalty: 3579.852051
	Iteration 40F: 3 clusters Score -237193.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -237324.015625 Penalty: 3579.852051
	Iteration 41Q: 3 clusters Score -237324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -237345.875000 Penalty: 3579.852051
	Iteration 42Q: 3 clusters Score -237345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -237350.265625 Penalty: 3579.852051
	Iteration 43Q: 3 clusters Score -237350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -237351.703125 Penalty: 3579.852051
	Iteration 44Q: 3 clusters Score -237351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -237351.703125 Penalty: 3579.852051
	Iteration 45F: 3 clusters Score -237351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 30384 members 
Mstep: Class 3 contains 34650 members 
Mstep: Class 4 contains 36811 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 33730 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37698 members 
Mstep: Class 10 contains 32136 members 
Mstep: Class 11 contains 44881 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 13 contains 26297 members 
Mstep: Class 14 contains 43243 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6383 members 
Mstep: Class 20 contains 41902 members 
Mstep: Class 21 contains 42135 members 
Mstep: Class 22 contains 46702 members 
Mstep: Class 23 contains 55061 members 
Mstep: Class 24 contains 50528 members 
Mstep: Class 25 contains 1097 members 
Entering Unmasked Estep 
Score: -106716272.000000 Penalty: 82330.929688
Splitting cluster 1 changes total score from -106716944.000000 to -106716272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (30384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Entering Unmasked Estep 
Score: -5478140.500000 Penalty: 2559.774414
	Iteration 0F: 2 clusters Score -5478140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -5457362.500000 Penalty: 5119.548828
	Iteration 0F: 3 clusters Score -5457362 nChanged 13730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -5464727.500000 Penalty: 5119.548828
	Iteration 1F: 3 clusters Score -5464728 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -5465191.000000 Penalty: 5119.548828
	Iteration 2Q: 3 clusters Score -5465191 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -5465633.000000 Penalty: 5119.548828
	Iteration 3Q: 3 clusters Score -5465633 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -5466119.000000 Penalty: 5119.548828
	Iteration 4Q: 3 clusters Score -5466119 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5466662.500000 Penalty: 5119.548828
	Iteration 5Q: 3 clusters Score -5466662 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5467372.500000 Penalty: 5119.548828
	Iteration 6Q: 3 clusters Score -5467372 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -5468247.500000 Penalty: 5119.548828
	Iteration 7Q: 3 clusters Score -5468248 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -5469533.000000 Penalty: 5119.548828
	Iteration 8F: 3 clusters Score -5469533 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -5471132.500000 Penalty: 5119.548828
	Iteration 9F: 3 clusters Score -5471132 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -5472734.500000 Penalty: 5119.548828
	Iteration 10F: 3 clusters Score -5472734 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -5474048.000000 Penalty: 5119.548828
	Iteration 11Q: 3 clusters Score -5474048 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -5474902.000000 Penalty: 5119.548828
	Iteration 12Q: 3 clusters Score -5474902 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -5475388.500000 Penalty: 5119.548828
	Iteration 13Q: 3 clusters Score -5475388 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -5475636.000000 Penalty: 5119.548828
	Iteration 14Q: 3 clusters Score -5475636 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -5475763.000000 Penalty: 5119.548828
	Iteration 15Q: 3 clusters Score -5475763 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -5475816.000000 Penalty: 5119.548828
	Iteration 16Q: 3 clusters Score -5475816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -5475865.000000 Penalty: 5119.548828
	Iteration 17Q: 3 clusters Score -5475865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -5475890.000000 Penalty: 5119.548828
	Iteration 18Q: 3 clusters Score -5475890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -5475906.500000 Penalty: 5119.548828
	Iteration 19Q: 3 clusters Score -5475906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -5475930.500000 Penalty: 5119.548828
	Iteration 20F: 3 clusters Score -5475930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -5475946.000000 Penalty: 5119.548828
	Iteration 21Q: 3 clusters Score -5475946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5475946.500000 Penalty: 5119.548828
	Iteration 22Q: 3 clusters Score -5475946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -5475959.000000 Penalty: 5119.548828
	Iteration 23Q: 3 clusters Score -5475959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -5475965.500000 Penalty: 5119.548828
	Iteration 24Q: 3 clusters Score -5475966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -5475965.000000 Penalty: 5119.548828
	Iteration 25Q: 3 clusters Score -5475965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -5475963.000000 Penalty: 5119.548828
	Iteration 26Q: 3 clusters Score -5475963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -5475964.000000 Penalty: 5119.548828
	Iteration 27Q: 3 clusters Score -5475964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -5475971.000000 Penalty: 5119.548828
	Iteration 28Q: 3 clusters Score -5475971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -5475973.000000 Penalty: 5119.548828
	Iteration 29Q: 3 clusters Score -5475973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -5475975.000000 Penalty: 5119.548828
	Iteration 30Q: 3 clusters Score -5475975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -5475975.000000 Penalty: 5119.548828
	Iteration 31F: 3 clusters Score -5475975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Entering Unmasked Estep 
Score: -6391515.500000 Penalty: 2592.357178
	Iteration 0F: 2 clusters Score -6391516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -6367880.000000 Penalty: 5184.714355
	Iteration 0F: 3 clusters Score -6367880 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -6376367.500000 Penalty: 5184.714355
	Iteration 1F: 3 clusters Score -6376368 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -6376952.000000 Penalty: 5184.714355
	Iteration 2Q: 3 clusters Score -6376952 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -6377511.500000 Penalty: 5184.714355
	Iteration 3Q: 3 clusters Score -6377512 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -6378224.500000 Penalty: 5184.714355
	Iteration 4Q: 3 clusters Score -6378224 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -6379050.500000 Penalty: 5184.714355
	Iteration 5Q: 3 clusters Score -6379050 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -6380031.500000 Penalty: 5184.714355
	Iteration 6F: 3 clusters Score -6380032 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -6381205.000000 Penalty: 5184.714355
	Iteration 7F: 3 clusters Score -6381205 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -6382468.000000 Penalty: 5184.714355
	Iteration 8F: 3 clusters Score -6382468 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -6383773.500000 Penalty: 5184.714355
	Iteration 9F: 3 clusters Score -6383774 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -6384771.000000 Penalty: 5184.714355
	Iteration 10F: 3 clusters Score -6384771 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -6385478.000000 Penalty: 5184.714355
	Iteration 11Q: 3 clusters Score -6385478 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -6385921.000000 Penalty: 5184.714355
	Iteration 12Q: 3 clusters Score -6385921 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -6386262.500000 Penalty: 5184.714355
	Iteration 13Q: 3 clusters Score -6386262 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -6386492.000000 Penalty: 5184.714355
	Iteration 14Q: 3 clusters Score -6386492 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -6386759.000000 Penalty: 5184.714355
	Iteration 15Q: 3 clusters Score -6386759 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -6387012.500000 Penalty: 5184.714355
	Iteration 16Q: 3 clusters Score -6387012 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -6387306.000000 Penalty: 5184.714355
	Iteration 17Q: 3 clusters Score -6387306 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -6387585.500000 Penalty: 5184.714355
	Iteration 18Q: 3 clusters Score -6387586 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -6387870.000000 Penalty: 5184.714355
	Iteration 19Q: 3 clusters Score -6387870 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -6388135.500000 Penalty: 5184.714355
	Iteration 20F: 3 clusters Score -6388136 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -6388333.000000 Penalty: 5184.714355
	Iteration 21Q: 3 clusters Score -6388333 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -6388518.000000 Penalty: 5184.714355
	Iteration 22Q: 3 clusters Score -6388518 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -6388651.000000 Penalty: 5184.714355
	Iteration 23Q: 3 clusters Score -6388651 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -6388768.500000 Penalty: 5184.714355
	Iteration 24Q: 3 clusters Score -6388768 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -6388902.500000 Penalty: 5184.714355
	Iteration 25Q: 3 clusters Score -6388902 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -6388976.000000 Penalty: 5184.714355
	Iteration 26Q: 3 clusters Score -6388976 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -6389035.500000 Penalty: 5184.714355
	Iteration 27Q: 3 clusters Score -6389036 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -6389124.000000 Penalty: 5184.714355
	Iteration 28Q: 3 clusters Score -6389124 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -6389173.500000 Penalty: 5184.714355
	Iteration 29Q: 3 clusters Score -6389174 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -6389228.000000 Penalty: 5184.714355
	Iteration 30Q: 3 clusters Score -6389228 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -6389276.000000 Penalty: 5184.714355
	Iteration 31Q: 3 clusters Score -6389276 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -6389332.500000 Penalty: 5184.714355
	Iteration 32Q: 3 clusters Score -6389332 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -6389344.000000 Penalty: 5184.714355
	Iteration 33Q: 3 clusters Score -6389344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -6389405.000000 Penalty: 5184.714355
	Iteration 34Q: 3 clusters Score -6389405 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -6389445.500000 Penalty: 5184.714355
	Iteration 35Q: 3 clusters Score -6389446 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -6389452.500000 Penalty: 5184.714355
	Iteration 36Q: 3 clusters Score -6389452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -6389467.500000 Penalty: 5184.714355
	Iteration 37Q: 3 clusters Score -6389468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -6389486.500000 Penalty: 5184.714355
	Iteration 38Q: 3 clusters Score -6389486 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -6389509.500000 Penalty: 5184.714355
	Iteration 39Q: 3 clusters Score -6389510 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -6389514.000000 Penalty: 5184.714355
	Iteration 40F: 3 clusters Score -6389514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -6389513.500000 Penalty: 5184.714355
	Iteration 41Q: 3 clusters Score -6389514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -6389537.000000 Penalty: 5184.714355
	Iteration 42Q: 3 clusters Score -6389537 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -6389548.000000 Penalty: 5184.714355
	Iteration 43Q: 3 clusters Score -6389548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -6389560.000000 Penalty: 5184.714355
	Iteration 44Q: 3 clusters Score -6389560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -6389592.000000 Penalty: 5184.714355
	Iteration 45Q: 3 clusters Score -6389592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -6389615.500000 Penalty: 5184.714355
	Iteration 46Q: 3 clusters Score -6389616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -6389622.000000 Penalty: 5184.714355
	Iteration 47Q: 3 clusters Score -6389622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -6389633.500000 Penalty: 5184.714355
	Iteration 48Q: 3 clusters Score -6389634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -6389650.500000 Penalty: 5184.714355
	Iteration 49Q: 3 clusters Score -6389650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -6389652.000000 Penalty: 5184.714355
	Iteration 50Q: 3 clusters Score -6389652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -6389657.500000 Penalty: 5184.714355
	Iteration 51Q: 3 clusters Score -6389658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -6389662.000000 Penalty: 5184.714355
	Iteration 52Q: 3 clusters Score -6389662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -6389665.000000 Penalty: 5184.714355
	Iteration 53Q: 3 clusters Score -6389665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -6389662.500000 Penalty: 5184.714355
	Iteration 54Q: 3 clusters Score -6389662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -6389656.500000 Penalty: 5184.714355
	Iteration 55Q: 3 clusters Score -6389656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -6389657.500000 Penalty: 5184.714355
	Iteration 56Q: 3 clusters Score -6389658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -6389656.500000 Penalty: 5184.714355
	Iteration 57Q: 3 clusters Score -6389656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -6389658.000000 Penalty: 5184.714355
	Iteration 58Q: 3 clusters Score -6389658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -6389668.000000 Penalty: 5184.714355
	Iteration 59Q: 3 clusters Score -6389668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -6389673.500000 Penalty: 5184.714355
	Iteration 60F: 3 clusters Score -6389674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -6389671.000000 Penalty: 5184.714355
	Iteration 61Q: 3 clusters Score -6389671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -6389668.500000 Penalty: 5184.714355
	Iteration 62Q: 3 clusters Score -6389668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -6389679.000000 Penalty: 5184.714355
	Iteration 63Q: 3 clusters Score -6389679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -6389683.000000 Penalty: 5184.714355
	Iteration 64Q: 3 clusters Score -6389683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -6389681.500000 Penalty: 5184.714355
	Iteration 65Q: 3 clusters Score -6389682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -6389690.000000 Penalty: 5184.714355
	Iteration 66Q: 3 clusters Score -6389690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -6389692.500000 Penalty: 5184.714355
	Iteration 67Q: 3 clusters Score -6389692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -6389684.000000 Penalty: 5184.714355
	Iteration 68Q: 3 clusters Score -6389684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -6389685.500000 Penalty: 5184.714355
	Iteration 69Q: 3 clusters Score -6389686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -6389702.000000 Penalty: 5184.714355
	Iteration 70Q: 3 clusters Score -6389702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -6389713.500000 Penalty: 5184.714355
	Iteration 71Q: 3 clusters Score -6389714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -6389717.000000 Penalty: 5184.714355
	Iteration 72Q: 3 clusters Score -6389717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -6389713.000000 Penalty: 5184.714355
	Iteration 73Q: 3 clusters Score -6389713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -6389712.500000 Penalty: 5184.714355
	Iteration 74Q: 3 clusters Score -6389712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -6389708.000000 Penalty: 5184.714355
	Iteration 75Q: 3 clusters Score -6389708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -6389718.000000 Penalty: 5184.714355
	Iteration 76Q: 3 clusters Score -6389718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -6389713.500000 Penalty: 5184.714355
	Iteration 77Q: 3 clusters Score -6389714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -6389715.000000 Penalty: 5184.714355
	Iteration 78Q: 3 clusters Score -6389715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -6389712.000000 Penalty: 5184.714355
	Iteration 79Q: 3 clusters Score -6389712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -6389712.000000 Penalty: 5184.714355
	Iteration 80F: 3 clusters Score -6389712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Entering Unmasked Estep 
Score: -6878981.000000 Penalty: 2607.360840
	Iteration 0F: 2 clusters Score -6878981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -6854214.500000 Penalty: 5214.721680
	Iteration 0F: 3 clusters Score -6854214 nChanged 16771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -6863252.000000 Penalty: 5214.721680
	Iteration 1F: 3 clusters Score -6863252 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -6863733.500000 Penalty: 5214.721680
	Iteration 2Q: 3 clusters Score -6863734 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -6864119.000000 Penalty: 5214.721680
	Iteration 3Q: 3 clusters Score -6864119 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -6864544.500000 Penalty: 5214.721680
	Iteration 4Q: 3 clusters Score -6864544 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -6864917.500000 Penalty: 5214.721680
	Iteration 5Q: 3 clusters Score -6864918 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -6865291.000000 Penalty: 5214.721680
	Iteration 6Q: 3 clusters Score -6865291 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -6865621.500000 Penalty: 5214.721680
	Iteration 7Q: 3 clusters Score -6865622 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -6865971.000000 Penalty: 5214.721680
	Iteration 8Q: 3 clusters Score -6865971 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -6866311.000000 Penalty: 5214.721680
	Iteration 9Q: 3 clusters Score -6866311 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -6866701.500000 Penalty: 5214.721680
	Iteration 10Q: 3 clusters Score -6866702 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -6867076.000000 Penalty: 5214.721680
	Iteration 11Q: 3 clusters Score -6867076 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -6867484.500000 Penalty: 5214.721680
	Iteration 12Q: 3 clusters Score -6867484 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -6867937.000000 Penalty: 5214.721680
	Iteration 13Q: 3 clusters Score -6867937 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -6868586.500000 Penalty: 5214.721680
	Iteration 14Q: 3 clusters Score -6868586 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -6869444.500000 Penalty: 5214.721680
	Iteration 15Q: 3 clusters Score -6869444 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -6870376.000000 Penalty: 5214.721680
	Iteration 16Q: 3 clusters Score -6870376 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -6871232.500000 Penalty: 5214.721680
	Iteration 17Q: 3 clusters Score -6871232 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -6871922.000000 Penalty: 5214.721680
	Iteration 18Q: 3 clusters Score -6871922 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -6872417.000000 Penalty: 5214.721680
	Iteration 19Q: 3 clusters Score -6872417 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -6872743.500000 Penalty: 5214.721680
	Iteration 20F: 3 clusters Score -6872744 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -6873006.500000 Penalty: 5214.721680
	Iteration 21Q: 3 clusters Score -6873006 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -6873280.000000 Penalty: 5214.721680
	Iteration 22Q: 3 clusters Score -6873280 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -6873473.500000 Penalty: 5214.721680
	Iteration 23Q: 3 clusters Score -6873474 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -6873620.000000 Penalty: 5214.721680
	Iteration 24Q: 3 clusters Score -6873620 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -6873782.000000 Penalty: 5214.721680
	Iteration 25Q: 3 clusters Score -6873782 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -6873993.500000 Penalty: 5214.721680
	Iteration 26Q: 3 clusters Score -6873994 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -6874181.500000 Penalty: 5214.721680
	Iteration 27Q: 3 clusters Score -6874182 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6874382.500000 Penalty: 5214.721680
	Iteration 28Q: 3 clusters Score -6874382 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6874559.500000 Penalty: 5214.721680
	Iteration 29Q: 3 clusters Score -6874560 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -6874694.500000 Penalty: 5214.721680
	Iteration 30Q: 3 clusters Score -6874694 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -6874865.500000 Penalty: 5214.721680
	Iteration 31Q: 3 clusters Score -6874866 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6875033.500000 Penalty: 5214.721680
	Iteration 32Q: 3 clusters Score -6875034 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6875183.000000 Penalty: 5214.721680
	Iteration 33Q: 3 clusters Score -6875183 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6875358.500000 Penalty: 5214.721680
	Iteration 34Q: 3 clusters Score -6875358 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6875554.000000 Penalty: 5214.721680
	Iteration 35Q: 3 clusters Score -6875554 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6875728.000000 Penalty: 5214.721680
	Iteration 36Q: 3 clusters Score -6875728 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6875888.500000 Penalty: 5214.721680
	Iteration 37Q: 3 clusters Score -6875888 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6876070.000000 Penalty: 5214.721680
	Iteration 38Q: 3 clusters Score -6876070 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6876187.000000 Penalty: 5214.721680
	Iteration 39Q: 3 clusters Score -6876187 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6876294.000000 Penalty: 5214.721680
	Iteration 40F: 3 clusters Score -6876294 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6876384.500000 Penalty: 5214.721680
	Iteration 41Q: 3 clusters Score -6876384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6876419.000000 Penalty: 5214.721680
	Iteration 42Q: 3 clusters Score -6876419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6876455.000000 Penalty: 5214.721680
	Iteration 43Q: 3 clusters Score -6876455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6876476.000000 Penalty: 5214.721680
	Iteration 44Q: 3 clusters Score -6876476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6876499.000000 Penalty: 5214.721680
	Iteration 45Q: 3 clusters Score -6876499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6876526.000000 Penalty: 5214.721680
	Iteration 46Q: 3 clusters Score -6876526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6876546.000000 Penalty: 5214.721680
	Iteration 47Q: 3 clusters Score -6876546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6876563.000000 Penalty: 5214.721680
	Iteration 48Q: 3 clusters Score -6876563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6876563.000000 Penalty: 5214.721680
	Iteration 49Q: 3 clusters Score -6876563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6876570.500000 Penalty: 5214.721680
	Iteration 50Q: 3 clusters Score -6876570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6876591.000000 Penalty: 5214.721680
	Iteration 51Q: 3 clusters Score -6876591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6876590.500000 Penalty: 5214.721680
	Iteration 52Q: 3 clusters Score -6876590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6876595.000000 Penalty: 5214.721680
	Iteration 53Q: 3 clusters Score -6876595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6876602.000000 Penalty: 5214.721680
	Iteration 54Q: 3 clusters Score -6876602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6876606.000000 Penalty: 5214.721680
	Iteration 55Q: 3 clusters Score -6876606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6876615.500000 Penalty: 5214.721680
	Iteration 56Q: 3 clusters Score -6876616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6876630.500000 Penalty: 5214.721680
	Iteration 57Q: 3 clusters Score -6876630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6876631.000000 Penalty: 5214.721680
	Iteration 58Q: 3 clusters Score -6876631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6876637.000000 Penalty: 5214.721680
	Iteration 59Q: 3 clusters Score -6876637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6876641.500000 Penalty: 5214.721680
	Iteration 60F: 3 clusters Score -6876642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6876643.500000 Penalty: 5214.721680
	Iteration 61Q: 3 clusters Score -6876644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6876643.500000 Penalty: 5214.721680
	Iteration 62F: 3 clusters Score -6876644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -1082776.625000 Penalty: 2151.115967
	Iteration 0F: 2 clusters Score -1082777 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 2924 members 
Entering Unmasked Estep 
Score: -1077732.125000 Penalty: 4302.231934
	Iteration 0F: 3 clusters Score -1077732 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1078926.750000 Penalty: 4302.231934
	Iteration 1F: 3 clusters Score -1078927 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1079140.125000 Penalty: 4302.231934
	Iteration 2F: 3 clusters Score -1079140 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1079278.625000 Penalty: 4302.231934
	Iteration 3F: 3 clusters Score -1079279 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1079366.625000 Penalty: 4302.231934
	Iteration 4Q: 3 clusters Score -1079367 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1079443.750000 Penalty: 4302.231934
	Iteration 5Q: 3 clusters Score -1079444 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1079520.125000 Penalty: 4302.231934
	Iteration 6Q: 3 clusters Score -1079520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1079571.125000 Penalty: 4302.231934
	Iteration 7Q: 3 clusters Score -1079571 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1079602.875000 Penalty: 4302.231934
	Iteration 8Q: 3 clusters Score -1079603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1079640.000000 Penalty: 4302.231934
	Iteration 9Q: 3 clusters Score -1079640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1079664.750000 Penalty: 4302.231934
	Iteration 10Q: 3 clusters Score -1079665 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1079690.500000 Penalty: 4302.231934
	Iteration 11Q: 3 clusters Score -1079690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1079706.000000 Penalty: 4302.231934
	Iteration 12Q: 3 clusters Score -1079706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1079726.375000 Penalty: 4302.231934
	Iteration 13Q: 3 clusters Score -1079726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1079739.750000 Penalty: 4302.231934
	Iteration 14Q: 3 clusters Score -1079740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1079753.875000 Penalty: 4302.231934
	Iteration 15Q: 3 clusters Score -1079754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1079767.125000 Penalty: 4302.231934
	Iteration 16Q: 3 clusters Score -1079767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1079778.125000 Penalty: 4302.231934
	Iteration 17Q: 3 clusters Score -1079778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1079785.000000 Penalty: 4302.231934
	Iteration 18Q: 3 clusters Score -1079785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1079800.875000 Penalty: 4302.231934
	Iteration 19Q: 3 clusters Score -1079801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1079809.750000 Penalty: 4302.231934
	Iteration 20F: 3 clusters Score -1079810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1079814.500000 Penalty: 4302.231934
	Iteration 21Q: 3 clusters Score -1079814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1079821.625000 Penalty: 4302.231934
	Iteration 22Q: 3 clusters Score -1079822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1079828.500000 Penalty: 4302.231934
	Iteration 23Q: 3 clusters Score -1079828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1079833.875000 Penalty: 4302.231934
	Iteration 24Q: 3 clusters Score -1079834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1079836.125000 Penalty: 4302.231934
	Iteration 25Q: 3 clusters Score -1079836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1079841.375000 Penalty: 4302.231934
	Iteration 26Q: 3 clusters Score -1079841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1079850.625000 Penalty: 4302.231934
	Iteration 27Q: 3 clusters Score -1079851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1079861.625000 Penalty: 4302.231934
	Iteration 28Q: 3 clusters Score -1079862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1079868.000000 Penalty: 4302.231934
	Iteration 29Q: 3 clusters Score -1079868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1079877.000000 Penalty: 4302.231934
	Iteration 30Q: 3 clusters Score -1079877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1079884.375000 Penalty: 4302.231934
	Iteration 31Q: 3 clusters Score -1079884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1079897.125000 Penalty: 4302.231934
	Iteration 32Q: 3 clusters Score -1079897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1079907.375000 Penalty: 4302.231934
	Iteration 33Q: 3 clusters Score -1079907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1079918.625000 Penalty: 4302.231934
	Iteration 34Q: 3 clusters Score -1079919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1079931.875000 Penalty: 4302.231934
	Iteration 35Q: 3 clusters Score -1079932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1079939.875000 Penalty: 4302.231934
	Iteration 36Q: 3 clusters Score -1079940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1079951.625000 Penalty: 4302.231934
	Iteration 37Q: 3 clusters Score -1079952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1079959.625000 Penalty: 4302.231934
	Iteration 38Q: 3 clusters Score -1079960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1079965.875000 Penalty: 4302.231934
	Iteration 39Q: 3 clusters Score -1079966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1079965.000000 Penalty: 4302.231934
	Iteration 40F: 3 clusters Score -1079965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1079970.875000 Penalty: 4302.231934
	Iteration 41Q: 3 clusters Score -1079971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1079973.875000 Penalty: 4302.231934
	Iteration 42Q: 3 clusters Score -1079974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1079977.125000 Penalty: 4302.231934
	Iteration 43Q: 3 clusters Score -1079977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1079980.375000 Penalty: 4302.231934
	Iteration 44Q: 3 clusters Score -1079980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1079984.375000 Penalty: 4302.231934
	Iteration 45Q: 3 clusters Score -1079984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1079986.625000 Penalty: 4302.231934
	Iteration 46Q: 3 clusters Score -1079987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1079991.125000 Penalty: 4302.231934
	Iteration 47Q: 3 clusters Score -1079991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1079990.750000 Penalty: 4302.231934
	Iteration 48Q: 3 clusters Score -1079991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1079994.000000 Penalty: 4302.231934
	Iteration 49Q: 3 clusters Score -1079994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1079998.750000 Penalty: 4302.231934
	Iteration 50Q: 3 clusters Score -1079999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1080006.125000 Penalty: 4302.231934
	Iteration 51Q: 3 clusters Score -1080006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1080008.750000 Penalty: 4302.231934
	Iteration 52Q: 3 clusters Score -1080009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1080016.125000 Penalty: 4302.231934
	Iteration 53Q: 3 clusters Score -1080016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1080018.250000 Penalty: 4302.231934
	Iteration 54Q: 3 clusters Score -1080018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1080021.000000 Penalty: 4302.231934
	Iteration 55Q: 3 clusters Score -1080021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1080023.250000 Penalty: 4302.231934
	Iteration 56Q: 3 clusters Score -1080023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1080026.625000 Penalty: 4302.231934
	Iteration 57Q: 3 clusters Score -1080027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1080031.375000 Penalty: 4302.231934
	Iteration 58Q: 3 clusters Score -1080031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1080033.500000 Penalty: 4302.231934
	Iteration 59Q: 3 clusters Score -1080034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1080037.000000 Penalty: 4302.231934
	Iteration 60F: 3 clusters Score -1080037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1080038.000000 Penalty: 4302.231934
	Iteration 61Q: 3 clusters Score -1080038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1080040.500000 Penalty: 4302.231934
	Iteration 62Q: 3 clusters Score -1080040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1080043.875000 Penalty: 4302.231934
	Iteration 63Q: 3 clusters Score -1080044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1080050.250000 Penalty: 4302.231934
	Iteration 64Q: 3 clusters Score -1080050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1080054.125000 Penalty: 4302.231934
	Iteration 65Q: 3 clusters Score -1080054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1080059.250000 Penalty: 4302.231934
	Iteration 66Q: 3 clusters Score -1080059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1080061.125000 Penalty: 4302.231934
	Iteration 67Q: 3 clusters Score -1080061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1080070.375000 Penalty: 4302.231934
	Iteration 68Q: 3 clusters Score -1080070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1080075.875000 Penalty: 4302.231934
	Iteration 69Q: 3 clusters Score -1080076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1080084.125000 Penalty: 4302.231934
	Iteration 70Q: 3 clusters Score -1080084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1080091.250000 Penalty: 4302.231934
	Iteration 71Q: 3 clusters Score -1080091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1080105.875000 Penalty: 4302.231934
	Iteration 72Q: 3 clusters Score -1080106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1080113.375000 Penalty: 4302.231934
	Iteration 73Q: 3 clusters Score -1080113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1080122.500000 Penalty: 4302.231934
	Iteration 74Q: 3 clusters Score -1080122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1080135.750000 Penalty: 4302.231934
	Iteration 75Q: 3 clusters Score -1080136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1080146.250000 Penalty: 4302.231934
	Iteration 76Q: 3 clusters Score -1080146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1080160.125000 Penalty: 4302.231934
	Iteration 77Q: 3 clusters Score -1080160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1080171.875000 Penalty: 4302.231934
	Iteration 78Q: 3 clusters Score -1080172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1080187.500000 Penalty: 4302.231934
	Iteration 79Q: 3 clusters Score -1080188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1080199.250000 Penalty: 4302.231934
	Iteration 80F: 3 clusters Score -1080199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1080217.500000 Penalty: 4302.231934
	Iteration 81Q: 3 clusters Score -1080218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1080234.250000 Penalty: 4302.231934
	Iteration 82Q: 3 clusters Score -1080234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1080254.125000 Penalty: 4302.231934
	Iteration 83Q: 3 clusters Score -1080254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1080268.500000 Penalty: 4302.231934
	Iteration 84Q: 3 clusters Score -1080268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1080287.125000 Penalty: 4302.231934
	Iteration 85Q: 3 clusters Score -1080287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1080305.250000 Penalty: 4302.231934
	Iteration 86Q: 3 clusters Score -1080305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1080328.875000 Penalty: 4302.231934
	Iteration 87Q: 3 clusters Score -1080329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1080350.875000 Penalty: 4302.231934
	Iteration 88Q: 3 clusters Score -1080351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1080370.500000 Penalty: 4302.231934
	Iteration 89Q: 3 clusters Score -1080370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1080395.375000 Penalty: 4302.231934
	Iteration 90Q: 3 clusters Score -1080395 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1080417.750000 Penalty: 4302.231934
	Iteration 91Q: 3 clusters Score -1080418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1080437.250000 Penalty: 4302.231934
	Iteration 92Q: 3 clusters Score -1080437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1080453.250000 Penalty: 4302.231934
	Iteration 93Q: 3 clusters Score -1080453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1080467.625000 Penalty: 4302.231934
	Iteration 94Q: 3 clusters Score -1080468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1080482.625000 Penalty: 4302.231934
	Iteration 95Q: 3 clusters Score -1080483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1080496.500000 Penalty: 4302.231934
	Iteration 96Q: 3 clusters Score -1080496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1080511.250000 Penalty: 4302.231934
	Iteration 97Q: 3 clusters Score -1080511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1080529.125000 Penalty: 4302.231934
	Iteration 98Q: 3 clusters Score -1080529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1080546.125000 Penalty: 4302.231934
	Iteration 99Q: 3 clusters Score -1080546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1080559.000000 Penalty: 4302.231934
	Iteration 100F: 3 clusters Score -1080559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1080579.000000 Penalty: 4302.231934
	Iteration 101Q: 3 clusters Score -1080579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1080595.000000 Penalty: 4302.231934
	Iteration 102Q: 3 clusters Score -1080595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1080610.375000 Penalty: 4302.231934
	Iteration 103Q: 3 clusters Score -1080610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1080623.500000 Penalty: 4302.231934
	Iteration 104Q: 3 clusters Score -1080624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1080630.250000 Penalty: 4302.231934
	Iteration 105Q: 3 clusters Score -1080630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1080630.750000 Penalty: 4302.231934
	Iteration 106Q: 3 clusters Score -1080631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1080630.750000 Penalty: 4302.231934
	Iteration 107Q: 3 clusters Score -1080631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1080635.500000 Penalty: 4302.231934
	Iteration 108Q: 3 clusters Score -1080636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1080636.875000 Penalty: 4302.231934
	Iteration 109Q: 3 clusters Score -1080637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1080638.875000 Penalty: 4302.231934
	Iteration 110Q: 3 clusters Score -1080639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1080641.875000 Penalty: 4302.231934
	Iteration 111Q: 3 clusters Score -1080642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1080644.875000 Penalty: 4302.231934
	Iteration 112Q: 3 clusters Score -1080645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1080642.375000 Penalty: 4302.231934
	Iteration 113Q: 3 clusters Score -1080642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1080645.375000 Penalty: 4302.231934
	Iteration 114Q: 3 clusters Score -1080645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1080647.125000 Penalty: 4302.231934
	Iteration 115Q: 3 clusters Score -1080647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1080649.750000 Penalty: 4302.231934
	Iteration 116Q: 3 clusters Score -1080650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1080649.250000 Penalty: 4302.231934
	Iteration 117Q: 3 clusters Score -1080649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1080651.000000 Penalty: 4302.231934
	Iteration 118Q: 3 clusters Score -1080651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1080652.500000 Penalty: 4302.231934
	Iteration 119Q: 3 clusters Score -1080652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1080653.250000 Penalty: 4302.231934
	Iteration 120F: 3 clusters Score -1080653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1080653.750000 Penalty: 4302.231934
	Iteration 121Q: 3 clusters Score -1080654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1080655.125000 Penalty: 4302.231934
	Iteration 122Q: 3 clusters Score -1080655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1080654.375000 Penalty: 4302.231934
	Iteration 123Q: 3 clusters Score -1080654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1080654.375000 Penalty: 4302.231934
	Iteration 124F: 3 clusters Score -1080654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -77940.679688 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -77940.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76356.343750 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -76356.34 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76654.390625 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -76654.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76782.515625 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -76782.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76871.890625 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -76871.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76937.976562 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -76937.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77010.742188 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -77010.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77105.757812 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -77105.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77225.695312 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -77225.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77307.867188 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -77307.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77383.671875 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -77383.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77452.179688 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -77452.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77490.765625 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -77490.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77506.687500 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -77506.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -77507.656250 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -77507.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -77512.429688 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -77512.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77513.109375 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -77513.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77514.804688 Penalty: 3220.901855
	Iteration 16F: 3 clusters Score -77514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77527.601562 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -77527.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77529.085938 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -77529.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77529.085938 Penalty: 3220.901855
	Iteration 19F: 3 clusters Score -77529.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Entering Unmasked Estep 
Score: -6243521.000000 Penalty: 2585.683350
	Iteration 0F: 2 clusters Score -6243521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -6220488.500000 Penalty: 5171.366699
	Iteration 0F: 3 clusters Score -6220488 nChanged 15403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -6229092.500000 Penalty: 5171.366699
	Iteration 1F: 3 clusters Score -6229092 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -6230023.000000 Penalty: 5171.366699
	Iteration 2F: 3 clusters Score -6230023 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -6231292.500000 Penalty: 5171.366699
	Iteration 3F: 3 clusters Score -6231292 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -6233142.000000 Penalty: 5171.366699
	Iteration 4F: 3 clusters Score -6233142 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -6235643.000000 Penalty: 5171.366699
	Iteration 5F: 3 clusters Score -6235643 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -6238055.500000 Penalty: 5171.366699
	Iteration 6F: 3 clusters Score -6238056 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -6240046.500000 Penalty: 5171.366699
	Iteration 7F: 3 clusters Score -6240046 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -6241152.500000 Penalty: 5171.366699
	Iteration 8Q: 3 clusters Score -6241152 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -6241590.500000 Penalty: 5171.366699
	Iteration 9Q: 3 clusters Score -6241590 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -6241701.500000 Penalty: 5171.366699
	Iteration 10Q: 3 clusters Score -6241702 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -6241808.000000 Penalty: 5171.366699
	Iteration 11Q: 3 clusters Score -6241808 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -6241869.500000 Penalty: 5171.366699
	Iteration 12Q: 3 clusters Score -6241870 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -6241909.500000 Penalty: 5171.366699
	Iteration 13Q: 3 clusters Score -6241910 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -6241930.000000 Penalty: 5171.366699
	Iteration 14Q: 3 clusters Score -6241930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -6241936.000000 Penalty: 5171.366699
	Iteration 15Q: 3 clusters Score -6241936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -6241953.000000 Penalty: 5171.366699
	Iteration 16Q: 3 clusters Score -6241953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -6241963.000000 Penalty: 5171.366699
	Iteration 17Q: 3 clusters Score -6241963 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -6241975.000000 Penalty: 5171.366699
	Iteration 18Q: 3 clusters Score -6241975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -6241973.000000 Penalty: 5171.366699
	Iteration 19Q: 3 clusters Score -6241973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -6241997.000000 Penalty: 5171.366699
	Iteration 20F: 3 clusters Score -6241997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -6242005.000000 Penalty: 5171.366699
	Iteration 21Q: 3 clusters Score -6242005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -6242015.000000 Penalty: 5171.366699
	Iteration 22Q: 3 clusters Score -6242015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -6242019.000000 Penalty: 5171.366699
	Iteration 23Q: 3 clusters Score -6242019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -6242019.500000 Penalty: 5171.366699
	Iteration 24Q: 3 clusters Score -6242020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -6242020.000000 Penalty: 5171.366699
	Iteration 25Q: 3 clusters Score -6242020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -6242023.500000 Penalty: 5171.366699
	Iteration 26Q: 3 clusters Score -6242024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -6242025.500000 Penalty: 5171.366699
	Iteration 27Q: 3 clusters Score -6242026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -6242030.500000 Penalty: 5171.366699
	Iteration 28Q: 3 clusters Score -6242030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -6242035.000000 Penalty: 5171.366699
	Iteration 29Q: 3 clusters Score -6242035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -6242026.500000 Penalty: 5171.366699
	Iteration 30Q: 3 clusters Score -6242026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -6242029.000000 Penalty: 5171.366699
	Iteration 31Q: 3 clusters Score -6242029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -6242029.000000 Penalty: 5171.366699
	Iteration 32Q: 3 clusters Score -6242029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -6242013.500000 Penalty: 5171.366699
	Iteration 33Q: 3 clusters Score -6242014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -6242021.000000 Penalty: 5171.366699
	Iteration 34Q: 3 clusters Score -6242021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -6242026.000000 Penalty: 5171.366699
	Iteration 35Q: 3 clusters Score -6242026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -6242027.500000 Penalty: 5171.366699
	Iteration 36Q: 3 clusters Score -6242028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -6242036.000000 Penalty: 5171.366699
	Iteration 37Q: 3 clusters Score -6242036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -6242035.000000 Penalty: 5171.366699
	Iteration 38Q: 3 clusters Score -6242035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -6242043.500000 Penalty: 5171.366699
	Iteration 39Q: 3 clusters Score -6242044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -6242050.000000 Penalty: 5171.366699
	Iteration 40F: 3 clusters Score -6242050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -6242054.000000 Penalty: 5171.366699
	Iteration 41Q: 3 clusters Score -6242054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -6242059.000000 Penalty: 5171.366699
	Iteration 42Q: 3 clusters Score -6242059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -6242055.500000 Penalty: 5171.366699
	Iteration 43Q: 3 clusters Score -6242056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -6242061.000000 Penalty: 5171.366699
	Iteration 44Q: 3 clusters Score -6242061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -6242060.500000 Penalty: 5171.366699
	Iteration 45Q: 3 clusters Score -6242060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -6242061.500000 Penalty: 5171.366699
	Iteration 46Q: 3 clusters Score -6242062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -6242063.500000 Penalty: 5171.366699
	Iteration 47Q: 3 clusters Score -6242064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -6242060.500000 Penalty: 5171.366699
	Iteration 48Q: 3 clusters Score -6242060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -6242062.500000 Penalty: 5171.366699
	Iteration 49Q: 3 clusters Score -6242062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -6242065.500000 Penalty: 5171.366699
	Iteration 50Q: 3 clusters Score -6242066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -6242066.500000 Penalty: 5171.366699
	Iteration 51Q: 3 clusters Score -6242066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -6242061.500000 Penalty: 5171.366699
	Iteration 52Q: 3 clusters Score -6242062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -6242063.000000 Penalty: 5171.366699
	Iteration 53Q: 3 clusters Score -6242063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -6242067.000000 Penalty: 5171.366699
	Iteration 54Q: 3 clusters Score -6242067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -6242073.500000 Penalty: 5171.366699
	Iteration 55Q: 3 clusters Score -6242074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -6242080.000000 Penalty: 5171.366699
	Iteration 56Q: 3 clusters Score -6242080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -6242085.000000 Penalty: 5171.366699
	Iteration 57Q: 3 clusters Score -6242085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -6242087.000000 Penalty: 5171.366699
	Iteration 58Q: 3 clusters Score -6242087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -6242088.500000 Penalty: 5171.366699
	Iteration 59Q: 3 clusters Score -6242088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -6242090.000000 Penalty: 5171.366699
	Iteration 60F: 3 clusters Score -6242090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -6242084.500000 Penalty: 5171.366699
	Iteration 61Q: 3 clusters Score -6242084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -6242087.000000 Penalty: 5171.366699
	Iteration 62Q: 3 clusters Score -6242087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -6242091.500000 Penalty: 5171.366699
	Iteration 63Q: 3 clusters Score -6242092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -6242090.500000 Penalty: 5171.366699
	Iteration 64Q: 3 clusters Score -6242090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -6242090.000000 Penalty: 5171.366699
	Iteration 65Q: 3 clusters Score -6242090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -6242093.000000 Penalty: 5171.366699
	Iteration 66Q: 3 clusters Score -6242093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -6242097.500000 Penalty: 5171.366699
	Iteration 67Q: 3 clusters Score -6242098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -6242094.000000 Penalty: 5171.366699
	Iteration 68Q: 3 clusters Score -6242094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -6242086.500000 Penalty: 5171.366699
	Iteration 69Q: 3 clusters Score -6242086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -6242088.000000 Penalty: 5171.366699
	Iteration 70Q: 3 clusters Score -6242088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -6242084.000000 Penalty: 5171.366699
	Iteration 71Q: 3 clusters Score -6242084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -6242092.500000 Penalty: 5171.366699
	Iteration 72Q: 3 clusters Score -6242092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -6242092.500000 Penalty: 5171.366699
	Iteration 73Q: 3 clusters Score -6242092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -6242099.500000 Penalty: 5171.366699
	Iteration 74Q: 3 clusters Score -6242100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -6242105.500000 Penalty: 5171.366699
	Iteration 75Q: 3 clusters Score -6242106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -6242107.500000 Penalty: 5171.366699
	Iteration 76Q: 3 clusters Score -6242108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -6242111.000000 Penalty: 5171.366699
	Iteration 77Q: 3 clusters Score -6242111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -6242112.500000 Penalty: 5171.366699
	Iteration 78Q: 3 clusters Score -6242112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -6242109.500000 Penalty: 5171.366699
	Iteration 79Q: 3 clusters Score -6242110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -6242119.500000 Penalty: 5171.366699
	Iteration 80F: 3 clusters Score -6242120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -6242115.000000 Penalty: 5171.366699
	Iteration 81Q: 3 clusters Score -6242115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -6242116.500000 Penalty: 5171.366699
	Iteration 82Q: 3 clusters Score -6242116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -6242115.500000 Penalty: 5171.366699
	Iteration 83Q: 3 clusters Score -6242116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -6242114.000000 Penalty: 5171.366699
	Iteration 84Q: 3 clusters Score -6242114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -6242120.500000 Penalty: 5171.366699
	Iteration 85Q: 3 clusters Score -6242120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -6242118.000000 Penalty: 5171.366699
	Iteration 86Q: 3 clusters Score -6242118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -6242112.000000 Penalty: 5171.366699
	Iteration 87Q: 3 clusters Score -6242112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -6242109.500000 Penalty: 5171.366699
	Iteration 88Q: 3 clusters Score -6242110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -6242106.500000 Penalty: 5171.366699
	Iteration 89Q: 3 clusters Score -6242106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -6242107.000000 Penalty: 5171.366699
	Iteration 90Q: 3 clusters Score -6242107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -6242110.000000 Penalty: 5171.366699
	Iteration 91Q: 3 clusters Score -6242110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -6242111.000000 Penalty: 5171.366699
	Iteration 92Q: 3 clusters Score -6242111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -6242114.500000 Penalty: 5171.366699
	Iteration 93Q: 3 clusters Score -6242114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -6242113.000000 Penalty: 5171.366699
	Iteration 94Q: 3 clusters Score -6242113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -6242117.000000 Penalty: 5171.366699
	Iteration 95Q: 3 clusters Score -6242117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -6242117.000000 Penalty: 5171.366699
	Iteration 96Q: 3 clusters Score -6242117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -6242117.500000 Penalty: 5171.366699
	Iteration 97Q: 3 clusters Score -6242118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -6242115.000000 Penalty: 5171.366699
	Iteration 98Q: 3 clusters Score -6242115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -6242115.000000 Penalty: 5171.366699
	Iteration 99F: 3 clusters Score -6242115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -32279.650391 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -32279.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31125.955078 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -31125.96 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31434.312500 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -31434.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31544.798828 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -31544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31589.326172 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -31589.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31611.947266 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -31611.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31636.533203 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -31636.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31654.373047 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -31654.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31656.343750 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -31656.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31664.644531 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -31664.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31669.328125 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -31669.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31669.328125 Penalty: 2951.518799
	Iteration 10F: 3 clusters Score -31669.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Entering Unmasked Estep 
Score: -7061403.000000 Penalty: 2613.265869
	Iteration 0F: 2 clusters Score -7061403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -7036022.500000 Penalty: 5226.531738
	Iteration 0F: 3 clusters Score -7036022 nChanged 17170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -7045267.000000 Penalty: 5226.531738
	Iteration 1F: 3 clusters Score -7045267 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -7045767.500000 Penalty: 5226.531738
	Iteration 2Q: 3 clusters Score -7045768 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -7046322.000000 Penalty: 5226.531738
	Iteration 3Q: 3 clusters Score -7046322 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -7046988.500000 Penalty: 5226.531738
	Iteration 4Q: 3 clusters Score -7046988 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -7048008.000000 Penalty: 5226.531738
	Iteration 5F: 3 clusters Score -7048008 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -7049328.500000 Penalty: 5226.531738
	Iteration 6F: 3 clusters Score -7049328 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -7051188.000000 Penalty: 5226.531738
	Iteration 7F: 3 clusters Score -7051188 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -7053393.000000 Penalty: 5226.531738
	Iteration 8F: 3 clusters Score -7053393 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -7055610.000000 Penalty: 5226.531738
	Iteration 9F: 3 clusters Score -7055610 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -7057362.500000 Penalty: 5226.531738
	Iteration 10Q: 3 clusters Score -7057362 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -7058372.000000 Penalty: 5226.531738
	Iteration 11Q: 3 clusters Score -7058372 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -7058742.500000 Penalty: 5226.531738
	Iteration 12Q: 3 clusters Score -7058742 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -7058904.000000 Penalty: 5226.531738
	Iteration 13Q: 3 clusters Score -7058904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -7058971.500000 Penalty: 5226.531738
	Iteration 14Q: 3 clusters Score -7058972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -7059026.000000 Penalty: 5226.531738
	Iteration 15Q: 3 clusters Score -7059026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -7059060.500000 Penalty: 5226.531738
	Iteration 16Q: 3 clusters Score -7059060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -7059077.000000 Penalty: 5226.531738
	Iteration 17Q: 3 clusters Score -7059077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -7059092.000000 Penalty: 5226.531738
	Iteration 18Q: 3 clusters Score -7059092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -7059093.000000 Penalty: 5226.531738
	Iteration 19Q: 3 clusters Score -7059093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -7059095.000000 Penalty: 5226.531738
	Iteration 20F: 3 clusters Score -7059095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -7059098.000000 Penalty: 5226.531738
	Iteration 21Q: 3 clusters Score -7059098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -7059094.500000 Penalty: 5226.531738
	Iteration 22Q: 3 clusters Score -7059094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -7059094.000000 Penalty: 5226.531738
	Iteration 23Q: 3 clusters Score -7059094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -7059094.000000 Penalty: 5226.531738
	Iteration 24F: 3 clusters Score -7059094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Entering Unmasked Estep 
Score: -5908303.000000 Penalty: 2573.677490
	Iteration 0F: 2 clusters Score -5908303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -5886148.500000 Penalty: 5147.354980
	Iteration 0F: 3 clusters Score -5886148 nChanged 14584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -5894129.500000 Penalty: 5147.354980
	Iteration 1F: 3 clusters Score -5894130 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -5894608.500000 Penalty: 5147.354980
	Iteration 2Q: 3 clusters Score -5894608 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -5895158.500000 Penalty: 5147.354980
	Iteration 3Q: 3 clusters Score -5895158 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -5895772.500000 Penalty: 5147.354980
	Iteration 4Q: 3 clusters Score -5895772 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5896592.500000 Penalty: 5147.354980
	Iteration 5Q: 3 clusters Score -5896592 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -5897905.000000 Penalty: 5147.354980
	Iteration 6F: 3 clusters Score -5897905 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -5899635.000000 Penalty: 5147.354980
	Iteration 7F: 3 clusters Score -5899635 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -5901535.000000 Penalty: 5147.354980
	Iteration 8F: 3 clusters Score -5901535 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -5903207.500000 Penalty: 5147.354980
	Iteration 9F: 3 clusters Score -5903208 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -5904387.500000 Penalty: 5147.354980
	Iteration 10Q: 3 clusters Score -5904388 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -5905124.000000 Penalty: 5147.354980
	Iteration 11Q: 3 clusters Score -5905124 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5905541.000000 Penalty: 5147.354980
	Iteration 12Q: 3 clusters Score -5905541 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -5905740.000000 Penalty: 5147.354980
	Iteration 13Q: 3 clusters Score -5905740 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -5905844.500000 Penalty: 5147.354980
	Iteration 14Q: 3 clusters Score -5905844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -5905919.000000 Penalty: 5147.354980
	Iteration 15Q: 3 clusters Score -5905919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -5905951.500000 Penalty: 5147.354980
	Iteration 16Q: 3 clusters Score -5905952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -5905985.500000 Penalty: 5147.354980
	Iteration 17Q: 3 clusters Score -5905986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -5905993.500000 Penalty: 5147.354980
	Iteration 18Q: 3 clusters Score -5905994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -5906006.500000 Penalty: 5147.354980
	Iteration 19Q: 3 clusters Score -5906006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -5906024.000000 Penalty: 5147.354980
	Iteration 20F: 3 clusters Score -5906024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -5906029.500000 Penalty: 5147.354980
	Iteration 21Q: 3 clusters Score -5906030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -5906033.500000 Penalty: 5147.354980
	Iteration 22Q: 3 clusters Score -5906034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -5906035.000000 Penalty: 5147.354980
	Iteration 23Q: 3 clusters Score -5906035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -5906036.000000 Penalty: 5147.354980
	Iteration 24Q: 3 clusters Score -5906036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5906039.500000 Penalty: 5147.354980
	Iteration 25Q: 3 clusters Score -5906040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5906039.500000 Penalty: 5147.354980
	Iteration 26F: 3 clusters Score -5906040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Entering Unmasked Estep 
Score: -8241832.500000 Penalty: 2656.519043
	Iteration 0F: 2 clusters Score -8241832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -8212213.500000 Penalty: 5313.038086
	Iteration 0F: 3 clusters Score -8212214 nChanged 20486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -8223348.500000 Penalty: 5313.038086
	Iteration 1F: 3 clusters Score -8223348 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -8223813.000000 Penalty: 5313.038086
	Iteration 2Q: 3 clusters Score -8223813 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -8224383.500000 Penalty: 5313.038086
	Iteration 3Q: 3 clusters Score -8224384 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -8224930.500000 Penalty: 5313.038086
	Iteration 4Q: 3 clusters Score -8224930 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -8225887.500000 Penalty: 5313.038086
	Iteration 5Q: 3 clusters Score -8225888 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -8227419.500000 Penalty: 5313.038086
	Iteration 6F: 3 clusters Score -8227420 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -8229707.000000 Penalty: 5313.038086
	Iteration 7F: 3 clusters Score -8229707 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -8232224.000000 Penalty: 5313.038086
	Iteration 8F: 3 clusters Score -8232224 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -8234553.500000 Penalty: 5313.038086
	Iteration 9F: 3 clusters Score -8234554 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -8236376.500000 Penalty: 5313.038086
	Iteration 10Q: 3 clusters Score -8236376 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8237622.500000 Penalty: 5313.038086
	Iteration 11Q: 3 clusters Score -8237622 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -8238378.500000 Penalty: 5313.038086
	Iteration 12Q: 3 clusters Score -8238378 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8238838.500000 Penalty: 5313.038086
	Iteration 13Q: 3 clusters Score -8238838 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8239092.500000 Penalty: 5313.038086
	Iteration 14Q: 3 clusters Score -8239092 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8239252.500000 Penalty: 5313.038086
	Iteration 15Q: 3 clusters Score -8239252 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8239384.000000 Penalty: 5313.038086
	Iteration 16Q: 3 clusters Score -8239384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8239450.500000 Penalty: 5313.038086
	Iteration 17Q: 3 clusters Score -8239450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8239499.000000 Penalty: 5313.038086
	Iteration 18Q: 3 clusters Score -8239499 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8239540.500000 Penalty: 5313.038086
	Iteration 19Q: 3 clusters Score -8239540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8239553.500000 Penalty: 5313.038086
	Iteration 20F: 3 clusters Score -8239554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8239592.500000 Penalty: 5313.038086
	Iteration 21Q: 3 clusters Score -8239592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8239613.000000 Penalty: 5313.038086
	Iteration 22Q: 3 clusters Score -8239613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8239622.500000 Penalty: 5313.038086
	Iteration 23Q: 3 clusters Score -8239622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8239630.500000 Penalty: 5313.038086
	Iteration 24Q: 3 clusters Score -8239630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8239633.500000 Penalty: 5313.038086
	Iteration 25Q: 3 clusters Score -8239634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8239645.000000 Penalty: 5313.038086
	Iteration 26Q: 3 clusters Score -8239645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8239651.500000 Penalty: 5313.038086
	Iteration 27Q: 3 clusters Score -8239652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8239657.500000 Penalty: 5313.038086
	Iteration 28Q: 3 clusters Score -8239658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8239663.000000 Penalty: 5313.038086
	Iteration 29Q: 3 clusters Score -8239663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8239668.500000 Penalty: 5313.038086
	Iteration 30Q: 3 clusters Score -8239668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8239677.500000 Penalty: 5313.038086
	Iteration 31Q: 3 clusters Score -8239678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8239682.500000 Penalty: 5313.038086
	Iteration 32Q: 3 clusters Score -8239682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8239680.000000 Penalty: 5313.038086
	Iteration 33Q: 3 clusters Score -8239680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8239680.000000 Penalty: 5313.038086
	Iteration 34F: 3 clusters Score -8239680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Entering Unmasked Estep 
Score: -1671380.875000 Penalty: 2258.475586
	Iteration 0F: 2 clusters Score -1671381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1664318.375000 Penalty: 4516.951172
	Iteration 0F: 3 clusters Score -1664318 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1666326.500000 Penalty: 4516.951172
	Iteration 1F: 3 clusters Score -1666326 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1666633.625000 Penalty: 4516.951172
	Iteration 2F: 3 clusters Score -1666634 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1666882.125000 Penalty: 4516.951172
	Iteration 3F: 3 clusters Score -1666882 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1667062.750000 Penalty: 4516.951172
	Iteration 4Q: 3 clusters Score -1667063 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1667211.125000 Penalty: 4516.951172
	Iteration 5Q: 3 clusters Score -1667211 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1667360.625000 Penalty: 4516.951172
	Iteration 6Q: 3 clusters Score -1667361 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1667507.875000 Penalty: 4516.951172
	Iteration 7Q: 3 clusters Score -1667508 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1667650.125000 Penalty: 4516.951172
	Iteration 8Q: 3 clusters Score -1667650 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1667788.625000 Penalty: 4516.951172
	Iteration 9Q: 3 clusters Score -1667789 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1667907.875000 Penalty: 4516.951172
	Iteration 10Q: 3 clusters Score -1667908 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1668034.750000 Penalty: 4516.951172
	Iteration 11Q: 3 clusters Score -1668035 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1668165.125000 Penalty: 4516.951172
	Iteration 12Q: 3 clusters Score -1668165 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1668303.000000 Penalty: 4516.951172
	Iteration 13Q: 3 clusters Score -1668303 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1668439.125000 Penalty: 4516.951172
	Iteration 14Q: 3 clusters Score -1668439 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1668568.500000 Penalty: 4516.951172
	Iteration 15Q: 3 clusters Score -1668568 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1668659.125000 Penalty: 4516.951172
	Iteration 16Q: 3 clusters Score -1668659 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1668746.125000 Penalty: 4516.951172
	Iteration 17Q: 3 clusters Score -1668746 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1668820.875000 Penalty: 4516.951172
	Iteration 18Q: 3 clusters Score -1668821 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1668889.250000 Penalty: 4516.951172
	Iteration 19Q: 3 clusters Score -1668889 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1668947.000000 Penalty: 4516.951172
	Iteration 20F: 3 clusters Score -1668947 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1668998.625000 Penalty: 4516.951172
	Iteration 21Q: 3 clusters Score -1668999 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1669034.125000 Penalty: 4516.951172
	Iteration 22Q: 3 clusters Score -1669034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1669070.125000 Penalty: 4516.951172
	Iteration 23Q: 3 clusters Score -1669070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1669102.875000 Penalty: 4516.951172
	Iteration 24Q: 3 clusters Score -1669103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1669142.000000 Penalty: 4516.951172
	Iteration 25Q: 3 clusters Score -1669142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1669170.125000 Penalty: 4516.951172
	Iteration 26Q: 3 clusters Score -1669170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1669191.000000 Penalty: 4516.951172
	Iteration 27Q: 3 clusters Score -1669191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1669207.750000 Penalty: 4516.951172
	Iteration 28Q: 3 clusters Score -1669208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1669226.000000 Penalty: 4516.951172
	Iteration 29Q: 3 clusters Score -1669226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1669235.000000 Penalty: 4516.951172
	Iteration 30Q: 3 clusters Score -1669235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1669252.125000 Penalty: 4516.951172
	Iteration 31Q: 3 clusters Score -1669252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1669270.250000 Penalty: 4516.951172
	Iteration 32Q: 3 clusters Score -1669270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1669283.750000 Penalty: 4516.951172
	Iteration 33Q: 3 clusters Score -1669284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1669303.875000 Penalty: 4516.951172
	Iteration 34Q: 3 clusters Score -1669304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1669321.750000 Penalty: 4516.951172
	Iteration 35Q: 3 clusters Score -1669322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1669336.125000 Penalty: 4516.951172
	Iteration 36Q: 3 clusters Score -1669336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1669343.125000 Penalty: 4516.951172
	Iteration 37Q: 3 clusters Score -1669343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1669353.500000 Penalty: 4516.951172
	Iteration 38Q: 3 clusters Score -1669354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1669362.875000 Penalty: 4516.951172
	Iteration 39Q: 3 clusters Score -1669363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1669370.250000 Penalty: 4516.951172
	Iteration 40F: 3 clusters Score -1669370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1669379.250000 Penalty: 4516.951172
	Iteration 41Q: 3 clusters Score -1669379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1669389.125000 Penalty: 4516.951172
	Iteration 42Q: 3 clusters Score -1669389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1669398.750000 Penalty: 4516.951172
	Iteration 43Q: 3 clusters Score -1669399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1669401.375000 Penalty: 4516.951172
	Iteration 44Q: 3 clusters Score -1669401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1669409.250000 Penalty: 4516.951172
	Iteration 45Q: 3 clusters Score -1669409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1669414.625000 Penalty: 4516.951172
	Iteration 46Q: 3 clusters Score -1669415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1669416.875000 Penalty: 4516.951172
	Iteration 47Q: 3 clusters Score -1669417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1669422.625000 Penalty: 4516.951172
	Iteration 48Q: 3 clusters Score -1669423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1669424.000000 Penalty: 4516.951172
	Iteration 49Q: 3 clusters Score -1669424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1669426.125000 Penalty: 4516.951172
	Iteration 50Q: 3 clusters Score -1669426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1669427.000000 Penalty: 4516.951172
	Iteration 51Q: 3 clusters Score -1669427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1669430.125000 Penalty: 4516.951172
	Iteration 52Q: 3 clusters Score -1669430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1669432.500000 Penalty: 4516.951172
	Iteration 53Q: 3 clusters Score -1669432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1669432.625000 Penalty: 4516.951172
	Iteration 54Q: 3 clusters Score -1669433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1669435.750000 Penalty: 4516.951172
	Iteration 55Q: 3 clusters Score -1669436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1669438.250000 Penalty: 4516.951172
	Iteration 56Q: 3 clusters Score -1669438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1669439.125000 Penalty: 4516.951172
	Iteration 57Q: 3 clusters Score -1669439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1669440.000000 Penalty: 4516.951172
	Iteration 58Q: 3 clusters Score -1669440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1669437.250000 Penalty: 4516.951172
	Iteration 59Q: 3 clusters Score -1669437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1669439.875000 Penalty: 4516.951172
	Iteration 60F: 3 clusters Score -1669440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1669439.750000 Penalty: 4516.951172
	Iteration 61Q: 3 clusters Score -1669440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1669438.500000 Penalty: 4516.951172
	Iteration 62Q: 3 clusters Score -1669438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1669439.000000 Penalty: 4516.951172
	Iteration 63Q: 3 clusters Score -1669439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1669438.750000 Penalty: 4516.951172
	Iteration 64Q: 3 clusters Score -1669439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1669439.000000 Penalty: 4516.951172
	Iteration 65Q: 3 clusters Score -1669439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1669439.000000 Penalty: 4516.951172
	Iteration 66F: 3 clusters Score -1669439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Entering Unmasked Estep 
Score: -4912348.000000 Penalty: 2523.947998
	Iteration 0F: 2 clusters Score -4912348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -4894189.500000 Penalty: 5047.895996
	Iteration 0F: 3 clusters Score -4894190 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -4900389.500000 Penalty: 5047.895996
	Iteration 1F: 3 clusters Score -4900390 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4900737.000000 Penalty: 5047.895996
	Iteration 2Q: 3 clusters Score -4900737 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -4901043.000000 Penalty: 5047.895996
	Iteration 3Q: 3 clusters Score -4901043 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4901324.500000 Penalty: 5047.895996
	Iteration 4Q: 3 clusters Score -4901324 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -4901543.000000 Penalty: 5047.895996
	Iteration 5Q: 3 clusters Score -4901543 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4901742.000000 Penalty: 5047.895996
	Iteration 6Q: 3 clusters Score -4901742 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -4901937.000000 Penalty: 5047.895996
	Iteration 7Q: 3 clusters Score -4901937 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4902183.000000 Penalty: 5047.895996
	Iteration 8Q: 3 clusters Score -4902183 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4902610.500000 Penalty: 5047.895996
	Iteration 9Q: 3 clusters Score -4902610 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -4903164.500000 Penalty: 5047.895996
	Iteration 10Q: 3 clusters Score -4903164 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -4904011.000000 Penalty: 5047.895996
	Iteration 11F: 3 clusters Score -4904011 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4905288.000000 Penalty: 5047.895996
	Iteration 12F: 3 clusters Score -4905288 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4906743.500000 Penalty: 5047.895996
	Iteration 13F: 3 clusters Score -4906744 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4908114.000000 Penalty: 5047.895996
	Iteration 14F: 3 clusters Score -4908114 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4909071.000000 Penalty: 5047.895996
	Iteration 15Q: 3 clusters Score -4909071 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4909593.000000 Penalty: 5047.895996
	Iteration 16Q: 3 clusters Score -4909593 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4909817.000000 Penalty: 5047.895996
	Iteration 17Q: 3 clusters Score -4909817 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4909916.500000 Penalty: 5047.895996
	Iteration 18Q: 3 clusters Score -4909916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4909978.000000 Penalty: 5047.895996
	Iteration 19Q: 3 clusters Score -4909978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4910035.000000 Penalty: 5047.895996
	Iteration 20F: 3 clusters Score -4910035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4910058.000000 Penalty: 5047.895996
	Iteration 21Q: 3 clusters Score -4910058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4910077.500000 Penalty: 5047.895996
	Iteration 22Q: 3 clusters Score -4910078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4910088.000000 Penalty: 5047.895996
	Iteration 23Q: 3 clusters Score -4910088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4910091.000000 Penalty: 5047.895996
	Iteration 24Q: 3 clusters Score -4910091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4910089.500000 Penalty: 5047.895996
	Iteration 25Q: 3 clusters Score -4910090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4910098.000000 Penalty: 5047.895996
	Iteration 26Q: 3 clusters Score -4910098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4910108.500000 Penalty: 5047.895996
	Iteration 27Q: 3 clusters Score -4910108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4910116.500000 Penalty: 5047.895996
	Iteration 28Q: 3 clusters Score -4910116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4910123.000000 Penalty: 5047.895996
	Iteration 29Q: 3 clusters Score -4910123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4910129.500000 Penalty: 5047.895996
	Iteration 30Q: 3 clusters Score -4910130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4910132.000000 Penalty: 5047.895996
	Iteration 31Q: 3 clusters Score -4910132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4910132.000000 Penalty: 5047.895996
	Iteration 32Q: 3 clusters Score -4910132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4910132.000000 Penalty: 5047.895996
	Iteration 33F: 3 clusters Score -4910132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Entering Unmasked Estep 
Score: -8116039.000000 Penalty: 2647.298584
	Iteration 0F: 2 clusters Score -8116039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -8087486.500000 Penalty: 5294.597168
	Iteration 0F: 3 clusters Score -8087486 nChanged 19827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -8098245.500000 Penalty: 5294.597168
	Iteration 1F: 3 clusters Score -8098246 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -8098871.500000 Penalty: 5294.597168
	Iteration 2Q: 3 clusters Score -8098872 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -8099511.500000 Penalty: 5294.597168
	Iteration 3Q: 3 clusters Score -8099512 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -8100298.500000 Penalty: 5294.597168
	Iteration 4Q: 3 clusters Score -8100298 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -8101189.500000 Penalty: 5294.597168
	Iteration 5Q: 3 clusters Score -8101190 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -8102470.500000 Penalty: 5294.597168
	Iteration 6F: 3 clusters Score -8102470 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -8104183.500000 Penalty: 5294.597168
	Iteration 7F: 3 clusters Score -8104184 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -8106287.000000 Penalty: 5294.597168
	Iteration 8F: 3 clusters Score -8106287 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -8108604.000000 Penalty: 5294.597168
	Iteration 9F: 3 clusters Score -8108604 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -8110562.000000 Penalty: 5294.597168
	Iteration 10F: 3 clusters Score -8110562 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8111940.500000 Penalty: 5294.597168
	Iteration 11Q: 3 clusters Score -8111940 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8112830.500000 Penalty: 5294.597168
	Iteration 12Q: 3 clusters Score -8112830 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8113263.500000 Penalty: 5294.597168
	Iteration 13Q: 3 clusters Score -8113264 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8113492.500000 Penalty: 5294.597168
	Iteration 14Q: 3 clusters Score -8113492 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8113610.500000 Penalty: 5294.597168
	Iteration 15Q: 3 clusters Score -8113610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8113674.000000 Penalty: 5294.597168
	Iteration 16Q: 3 clusters Score -8113674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8113704.500000 Penalty: 5294.597168
	Iteration 17Q: 3 clusters Score -8113704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8113726.000000 Penalty: 5294.597168
	Iteration 18Q: 3 clusters Score -8113726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8113761.500000 Penalty: 5294.597168
	Iteration 19Q: 3 clusters Score -8113762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8113766.500000 Penalty: 5294.597168
	Iteration 20F: 3 clusters Score -8113766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8113774.500000 Penalty: 5294.597168
	Iteration 21Q: 3 clusters Score -8113774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8113785.500000 Penalty: 5294.597168
	Iteration 22Q: 3 clusters Score -8113786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8113788.500000 Penalty: 5294.597168
	Iteration 23Q: 3 clusters Score -8113788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8113801.500000 Penalty: 5294.597168
	Iteration 24Q: 3 clusters Score -8113802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8113807.000000 Penalty: 5294.597168
	Iteration 25Q: 3 clusters Score -8113807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8113822.500000 Penalty: 5294.597168
	Iteration 26Q: 3 clusters Score -8113822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8113822.500000 Penalty: 5294.597168
	Iteration 27Q: 3 clusters Score -8113822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8113818.500000 Penalty: 5294.597168
	Iteration 28Q: 3 clusters Score -8113818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8113825.000000 Penalty: 5294.597168
	Iteration 29Q: 3 clusters Score -8113825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8113838.000000 Penalty: 5294.597168
	Iteration 30Q: 3 clusters Score -8113838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8113843.000000 Penalty: 5294.597168
	Iteration 31Q: 3 clusters Score -8113843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8113845.500000 Penalty: 5294.597168
	Iteration 32Q: 3 clusters Score -8113846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8113850.000000 Penalty: 5294.597168
	Iteration 33Q: 3 clusters Score -8113850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8113854.500000 Penalty: 5294.597168
	Iteration 34Q: 3 clusters Score -8113854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8113851.500000 Penalty: 5294.597168
	Iteration 35Q: 3 clusters Score -8113852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8113860.000000 Penalty: 5294.597168
	Iteration 36Q: 3 clusters Score -8113860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8113870.500000 Penalty: 5294.597168
	Iteration 37Q: 3 clusters Score -8113870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8113876.500000 Penalty: 5294.597168
	Iteration 38Q: 3 clusters Score -8113876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8113874.500000 Penalty: 5294.597168
	Iteration 39Q: 3 clusters Score -8113874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8113876.000000 Penalty: 5294.597168
	Iteration 40F: 3 clusters Score -8113876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8113878.500000 Penalty: 5294.597168
	Iteration 41Q: 3 clusters Score -8113878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8113885.000000 Penalty: 5294.597168
	Iteration 42Q: 3 clusters Score -8113885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8113882.000000 Penalty: 5294.597168
	Iteration 43Q: 3 clusters Score -8113882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8113887.500000 Penalty: 5294.597168
	Iteration 44Q: 3 clusters Score -8113888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8113893.500000 Penalty: 5294.597168
	Iteration 45Q: 3 clusters Score -8113894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8113898.500000 Penalty: 5294.597168
	Iteration 46Q: 3 clusters Score -8113898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8113898.500000 Penalty: 5294.597168
	Iteration 47F: 3 clusters Score -8113898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -221061.921875 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -221061.9 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 624 members 
Entering Unmasked Estep 
Score: -218879.187500 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -218879.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -219384.046875 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -219384 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -219731.906250 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -219731.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -219982.375000 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -219982.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -220143.125000 Penalty: 3579.123535
	Iteration 4F: 3 clusters Score -220143.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -220267.828125 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -220267.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -220360.187500 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -220360.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -220437.640625 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -220437.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -220525.593750 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -220525.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -220614.781250 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -220614.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -220691.718750 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -220691.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -220768.812500 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -220768.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -220838.750000 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -220838.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -220892.484375 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -220892.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -220916.921875 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -220916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -220931.703125 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -220931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -220936.890625 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -220936.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -220936.890625 Penalty: 3579.123535
	Iteration 17F: 3 clusters Score -220936.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -132150.468750 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -132150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -130250.187500 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -130250.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -130821.195312 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -130821.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -131163.015625 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -131163 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -131430.109375 Penalty: 3395.556396
	Iteration 3F: 3 clusters Score -131430.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131728.250000 Penalty: 3395.556396
	Iteration 4F: 3 clusters Score -131728.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -132006.531250 Penalty: 3395.556396
	Iteration 5F: 3 clusters Score -132006.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -132155.328125 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -132155.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132237.312500 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -132237.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -132305.671875 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -132305.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -132414.453125 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -132414.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -132468.000000 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -132468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132491.156250 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -132491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132502.578125 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -132502.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132516.937500 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -132516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132518.828125 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -132518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132524.390625 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -132524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132531.015625 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -132531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132534.656250 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -132534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132535.718750 Penalty: 3395.556396
	Iteration 18Q: 3 clusters Score -132535.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132536.515625 Penalty: 3395.556396
	Iteration 19Q: 3 clusters Score -132536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132536.515625 Penalty: 3395.556396
	Iteration 20F: 3 clusters Score -132536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30384 members 
Mstep: Class 3 contains 34650 members 
Mstep: Class 4 contains 36811 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 33730 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37698 members 
Mstep: Class 10 contains 32136 members 
Mstep: Class 11 contains 44881 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 13 contains 26297 members 
Mstep: Class 14 contains 43243 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6383 members 
Mstep: Class 20 contains 41902 members 
Mstep: Class 21 contains 42135 members 
Mstep: Class 22 contains 46702 members 
Mstep: Class 23 contains 55061 members 
Mstep: Class 24 contains 50528 members 
Mstep: Class 25 contains 566 members 
Entering Unmasked Estep 
Score: -106715848.000000 Penalty: 82330.929688
Splitting cluster 16 changes total score from -106716944.000000 to -106715848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -60595.480469 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -60595.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59319.117188 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -59319.12 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59656.710938 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -59656.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59807.898438 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -59807.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59896.632812 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -59896.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59934.425781 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -59934.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59966.519531 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -59966.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59984.660156 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -59984.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60002.992188 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -60002.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60006.937500 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -60006.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60006.937500 Penalty: 2947.628662
	Iteration 9F: 3 clusters Score -60006.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -409298.812500 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -409298.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -406429.093750 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -406429.1 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -406995.250000 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -406995.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -407184.968750 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -407185 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -407293.625000 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -407293.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -407392.593750 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -407392.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -407477.968750 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -407478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -407576.031250 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -407576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -407727.906250 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -407727.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -407921.468750 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -407921.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -408135.906250 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -408135.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -408281.437500 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -408281.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -408379.031250 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -408379 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -408451.156250 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -408451.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -408502.062500 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -408502.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -408541.125000 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -408541.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -408571.406250 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -408571.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -408603.312500 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -408603.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -408638.468750 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -408638.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -408659.281250 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -408659.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -408671.375000 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -408671.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -408678.531250 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -408678.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -408693.531250 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -408693.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -408704.031250 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -408704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -408716.437500 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -408716.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -408724.468750 Penalty: 3852.562988
	Iteration 24Q: 3 clusters Score -408724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -408730.812500 Penalty: 3852.562988
	Iteration 25Q: 3 clusters Score -408730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -408735.625000 Penalty: 3852.562988
	Iteration 26Q: 3 clusters Score -408735.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -408742.781250 Penalty: 3852.562988
	Iteration 27Q: 3 clusters Score -408742.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -408749.937500 Penalty: 3852.562988
	Iteration 28Q: 3 clusters Score -408749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -408754.593750 Penalty: 3852.562988
	Iteration 29Q: 3 clusters Score -408754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -408757.093750 Penalty: 3852.562988
	Iteration 30Q: 3 clusters Score -408757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -408757.250000 Penalty: 3852.562988
	Iteration 31Q: 3 clusters Score -408757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -408757.250000 Penalty: 3852.562988
	Iteration 32F: 3 clusters Score -408757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -1187710.750000 Penalty: 2172.825684
	Iteration 0F: 2 clusters Score -1187711 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 3149 members 
Entering Unmasked Estep 
Score: -1182305.000000 Penalty: 4345.651367
	Iteration 0F: 3 clusters Score -1182305 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1183621.000000 Penalty: 4345.651367
	Iteration 1F: 3 clusters Score -1183621 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1183867.375000 Penalty: 4345.651367
	Iteration 2F: 3 clusters Score -1183867 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1184012.000000 Penalty: 4345.651367
	Iteration 3F: 3 clusters Score -1184012 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1184110.125000 Penalty: 4345.651367
	Iteration 4Q: 3 clusters Score -1184110 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1184176.500000 Penalty: 4345.651367
	Iteration 5Q: 3 clusters Score -1184176 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1184235.125000 Penalty: 4345.651367
	Iteration 6Q: 3 clusters Score -1184235 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1184292.875000 Penalty: 4345.651367
	Iteration 7Q: 3 clusters Score -1184293 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1184361.125000 Penalty: 4345.651367
	Iteration 8Q: 3 clusters Score -1184361 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1184435.500000 Penalty: 4345.651367
	Iteration 9Q: 3 clusters Score -1184436 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1184521.875000 Penalty: 4345.651367
	Iteration 10Q: 3 clusters Score -1184522 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1184628.250000 Penalty: 4345.651367
	Iteration 11Q: 3 clusters Score -1184628 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1184731.625000 Penalty: 4345.651367
	Iteration 12Q: 3 clusters Score -1184732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1184829.000000 Penalty: 4345.651367
	Iteration 13Q: 3 clusters Score -1184829 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1184929.000000 Penalty: 4345.651367
	Iteration 14Q: 3 clusters Score -1184929 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1185020.500000 Penalty: 4345.651367
	Iteration 15Q: 3 clusters Score -1185020 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1185106.875000 Penalty: 4345.651367
	Iteration 16Q: 3 clusters Score -1185107 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1185183.000000 Penalty: 4345.651367
	Iteration 17Q: 3 clusters Score -1185183 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1185250.250000 Penalty: 4345.651367
	Iteration 18Q: 3 clusters Score -1185250 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1185312.875000 Penalty: 4345.651367
	Iteration 19Q: 3 clusters Score -1185313 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1185374.500000 Penalty: 4345.651367
	Iteration 20F: 3 clusters Score -1185374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1185426.750000 Penalty: 4345.651367
	Iteration 21Q: 3 clusters Score -1185427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1185473.000000 Penalty: 4345.651367
	Iteration 22Q: 3 clusters Score -1185473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1185507.500000 Penalty: 4345.651367
	Iteration 23Q: 3 clusters Score -1185508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1185539.500000 Penalty: 4345.651367
	Iteration 24Q: 3 clusters Score -1185540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1185568.125000 Penalty: 4345.651367
	Iteration 25Q: 3 clusters Score -1185568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1185601.750000 Penalty: 4345.651367
	Iteration 26Q: 3 clusters Score -1185602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1185637.625000 Penalty: 4345.651367
	Iteration 27Q: 3 clusters Score -1185638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1185662.250000 Penalty: 4345.651367
	Iteration 28Q: 3 clusters Score -1185662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1185691.750000 Penalty: 4345.651367
	Iteration 29Q: 3 clusters Score -1185692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1185716.750000 Penalty: 4345.651367
	Iteration 30Q: 3 clusters Score -1185717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1185739.000000 Penalty: 4345.651367
	Iteration 31Q: 3 clusters Score -1185739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1185772.750000 Penalty: 4345.651367
	Iteration 32Q: 3 clusters Score -1185773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1185791.000000 Penalty: 4345.651367
	Iteration 33Q: 3 clusters Score -1185791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1185810.250000 Penalty: 4345.651367
	Iteration 34Q: 3 clusters Score -1185810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1185824.750000 Penalty: 4345.651367
	Iteration 35Q: 3 clusters Score -1185825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1185828.000000 Penalty: 4345.651367
	Iteration 36Q: 3 clusters Score -1185828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1185833.625000 Penalty: 4345.651367
	Iteration 37Q: 3 clusters Score -1185834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1185837.250000 Penalty: 4345.651367
	Iteration 38Q: 3 clusters Score -1185837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1185841.125000 Penalty: 4345.651367
	Iteration 39Q: 3 clusters Score -1185841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1185845.000000 Penalty: 4345.651367
	Iteration 40F: 3 clusters Score -1185845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1185848.125000 Penalty: 4345.651367
	Iteration 41Q: 3 clusters Score -1185848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1185850.875000 Penalty: 4345.651367
	Iteration 42Q: 3 clusters Score -1185851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1185853.500000 Penalty: 4345.651367
	Iteration 43Q: 3 clusters Score -1185854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1185856.250000 Penalty: 4345.651367
	Iteration 44Q: 3 clusters Score -1185856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1185856.375000 Penalty: 4345.651367
	Iteration 45Q: 3 clusters Score -1185856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1185856.375000 Penalty: 4345.651367
	Iteration 46F: 3 clusters Score -1185856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Entering Unmasked Estep 
Score: -7770498.000000 Penalty: 2639.486084
	Iteration 0F: 2 clusters Score -7770498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -7742301.000000 Penalty: 5278.972168
	Iteration 0F: 3 clusters Score -7742301 nChanged 19293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -7752994.000000 Penalty: 5278.972168
	Iteration 1F: 3 clusters Score -7752994 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -7753647.500000 Penalty: 5278.972168
	Iteration 2Q: 3 clusters Score -7753648 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -7754547.000000 Penalty: 5278.972168
	Iteration 3Q: 3 clusters Score -7754547 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -7755745.500000 Penalty: 5278.972168
	Iteration 4F: 3 clusters Score -7755746 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -7757491.500000 Penalty: 5278.972168
	Iteration 5F: 3 clusters Score -7757492 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -7759811.500000 Penalty: 5278.972168
	Iteration 6F: 3 clusters Score -7759812 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -7762729.000000 Penalty: 5278.972168
	Iteration 7F: 3 clusters Score -7762729 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -7765488.000000 Penalty: 5278.972168
	Iteration 8F: 3 clusters Score -7765488 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -7767255.000000 Penalty: 5278.972168
	Iteration 9Q: 3 clusters Score -7767255 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -7767988.000000 Penalty: 5278.972168
	Iteration 10Q: 3 clusters Score -7767988 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -7768246.500000 Penalty: 5278.972168
	Iteration 11Q: 3 clusters Score -7768246 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -7768348.500000 Penalty: 5278.972168
	Iteration 12Q: 3 clusters Score -7768348 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -7768434.000000 Penalty: 5278.972168
	Iteration 13Q: 3 clusters Score -7768434 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -7768494.500000 Penalty: 5278.972168
	Iteration 14Q: 3 clusters Score -7768494 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -7768532.000000 Penalty: 5278.972168
	Iteration 15Q: 3 clusters Score -7768532 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -7768563.000000 Penalty: 5278.972168
	Iteration 16Q: 3 clusters Score -7768563 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -7768566.500000 Penalty: 5278.972168
	Iteration 17Q: 3 clusters Score -7768566 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -7768587.000000 Penalty: 5278.972168
	Iteration 18Q: 3 clusters Score -7768587 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -7768606.500000 Penalty: 5278.972168
	Iteration 19Q: 3 clusters Score -7768606 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -7768666.000000 Penalty: 5278.972168
	Iteration 20F: 3 clusters Score -7768666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -7768687.500000 Penalty: 5278.972168
	Iteration 21Q: 3 clusters Score -7768688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -7768726.000000 Penalty: 5278.972168
	Iteration 22Q: 3 clusters Score -7768726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -7768755.500000 Penalty: 5278.972168
	Iteration 23Q: 3 clusters Score -7768756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -7768745.000000 Penalty: 5278.972168
	Iteration 24Q: 3 clusters Score -7768745 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -7768751.000000 Penalty: 5278.972168
	Iteration 25Q: 3 clusters Score -7768751 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -7768778.500000 Penalty: 5278.972168
	Iteration 26Q: 3 clusters Score -7768778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -7768799.000000 Penalty: 5278.972168
	Iteration 27Q: 3 clusters Score -7768799 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -7768816.000000 Penalty: 5278.972168
	Iteration 28Q: 3 clusters Score -7768816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -7768825.500000 Penalty: 5278.972168
	Iteration 29Q: 3 clusters Score -7768826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -7768821.500000 Penalty: 5278.972168
	Iteration 30Q: 3 clusters Score -7768822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -7768819.000000 Penalty: 5278.972168
	Iteration 31Q: 3 clusters Score -7768819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -7768830.000000 Penalty: 5278.972168
	Iteration 32Q: 3 clusters Score -7768830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -7768804.500000 Penalty: 5278.972168
	Iteration 33Q: 3 clusters Score -7768804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -7768815.500000 Penalty: 5278.972168
	Iteration 34Q: 3 clusters Score -7768816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -7768833.500000 Penalty: 5278.972168
	Iteration 35Q: 3 clusters Score -7768834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7768845.500000 Penalty: 5278.972168
	Iteration 36Q: 3 clusters Score -7768846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -7768856.500000 Penalty: 5278.972168
	Iteration 37Q: 3 clusters Score -7768856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -7768867.000000 Penalty: 5278.972168
	Iteration 38Q: 3 clusters Score -7768867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -7768867.000000 Penalty: 5278.972168
	Iteration 39Q: 3 clusters Score -7768867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -7768884.000000 Penalty: 5278.972168
	Iteration 40F: 3 clusters Score -7768884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -7768883.500000 Penalty: 5278.972168
	Iteration 41Q: 3 clusters Score -7768884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -7768895.000000 Penalty: 5278.972168
	Iteration 42Q: 3 clusters Score -7768895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -7768902.000000 Penalty: 5278.972168
	Iteration 43Q: 3 clusters Score -7768902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -7768905.000000 Penalty: 5278.972168
	Iteration 44Q: 3 clusters Score -7768905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -7768907.000000 Penalty: 5278.972168
	Iteration 45Q: 3 clusters Score -7768907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -7768910.000000 Penalty: 5278.972168
	Iteration 46Q: 3 clusters Score -7768910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -7768905.500000 Penalty: 5278.972168
	Iteration 47Q: 3 clusters Score -7768906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -7768906.500000 Penalty: 5278.972168
	Iteration 48Q: 3 clusters Score -7768906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -7768901.000000 Penalty: 5278.972168
	Iteration 49Q: 3 clusters Score -7768901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -7768911.500000 Penalty: 5278.972168
	Iteration 50Q: 3 clusters Score -7768912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -7768906.000000 Penalty: 5278.972168
	Iteration 51Q: 3 clusters Score -7768906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -7768922.500000 Penalty: 5278.972168
	Iteration 52Q: 3 clusters Score -7768922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -7768922.000000 Penalty: 5278.972168
	Iteration 53Q: 3 clusters Score -7768922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7768928.000000 Penalty: 5278.972168
	Iteration 54Q: 3 clusters Score -7768928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -7768932.500000 Penalty: 5278.972168
	Iteration 55Q: 3 clusters Score -7768932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -7768934.000000 Penalty: 5278.972168
	Iteration 56Q: 3 clusters Score -7768934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -7768932.000000 Penalty: 5278.972168
	Iteration 57Q: 3 clusters Score -7768932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -7768942.500000 Penalty: 5278.972168
	Iteration 58Q: 3 clusters Score -7768942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -7768935.000000 Penalty: 5278.972168
	Iteration 59Q: 3 clusters Score -7768935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -7768939.500000 Penalty: 5278.972168
	Iteration 60F: 3 clusters Score -7768940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -7768938.000000 Penalty: 5278.972168
	Iteration 61Q: 3 clusters Score -7768938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -7768932.000000 Penalty: 5278.972168
	Iteration 62Q: 3 clusters Score -7768932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -7768936.500000 Penalty: 5278.972168
	Iteration 63Q: 3 clusters Score -7768936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -7768935.500000 Penalty: 5278.972168
	Iteration 64Q: 3 clusters Score -7768936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -7768935.500000 Penalty: 5278.972168
	Iteration 65F: 3 clusters Score -7768936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Entering Unmasked Estep 
Score: -7833489.000000 Penalty: 2640.861328
	Iteration 0F: 2 clusters Score -7833489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -7805246.500000 Penalty: 5281.722656
	Iteration 0F: 3 clusters Score -7805246 nChanged 19417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -7815794.000000 Penalty: 5281.722656
	Iteration 1F: 3 clusters Score -7815794 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -7816218.000000 Penalty: 5281.722656
	Iteration 2Q: 3 clusters Score -7816218 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -7816596.500000 Penalty: 5281.722656
	Iteration 3Q: 3 clusters Score -7816596 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -7817122.000000 Penalty: 5281.722656
	Iteration 4Q: 3 clusters Score -7817122 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -7817744.500000 Penalty: 5281.722656
	Iteration 5Q: 3 clusters Score -7817744 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -7818785.000000 Penalty: 5281.722656
	Iteration 6Q: 3 clusters Score -7818785 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -7820403.500000 Penalty: 5281.722656
	Iteration 7F: 3 clusters Score -7820404 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -7822824.500000 Penalty: 5281.722656
	Iteration 8F: 3 clusters Score -7822824 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -7826011.000000 Penalty: 5281.722656
	Iteration 9F: 3 clusters Score -7826011 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7828771.500000 Penalty: 5281.722656
	Iteration 10F: 3 clusters Score -7828772 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7830211.000000 Penalty: 5281.722656
	Iteration 11Q: 3 clusters Score -7830211 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7830811.000000 Penalty: 5281.722656
	Iteration 12Q: 3 clusters Score -7830811 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7830997.000000 Penalty: 5281.722656
	Iteration 13Q: 3 clusters Score -7830997 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7831090.000000 Penalty: 5281.722656
	Iteration 14Q: 3 clusters Score -7831090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7831125.500000 Penalty: 5281.722656
	Iteration 15Q: 3 clusters Score -7831126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7831156.500000 Penalty: 5281.722656
	Iteration 16Q: 3 clusters Score -7831156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7831166.000000 Penalty: 5281.722656
	Iteration 17Q: 3 clusters Score -7831166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7831182.000000 Penalty: 5281.722656
	Iteration 18Q: 3 clusters Score -7831182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7831184.500000 Penalty: 5281.722656
	Iteration 19Q: 3 clusters Score -7831184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7831196.500000 Penalty: 5281.722656
	Iteration 20F: 3 clusters Score -7831196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7831201.000000 Penalty: 5281.722656
	Iteration 21Q: 3 clusters Score -7831201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7831208.000000 Penalty: 5281.722656
	Iteration 22Q: 3 clusters Score -7831208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7831219.000000 Penalty: 5281.722656
	Iteration 23Q: 3 clusters Score -7831219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7831225.000000 Penalty: 5281.722656
	Iteration 24Q: 3 clusters Score -7831225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7831223.500000 Penalty: 5281.722656
	Iteration 25Q: 3 clusters Score -7831224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7831229.000000 Penalty: 5281.722656
	Iteration 26Q: 3 clusters Score -7831229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7831229.500000 Penalty: 5281.722656
	Iteration 27Q: 3 clusters Score -7831230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7831231.000000 Penalty: 5281.722656
	Iteration 28Q: 3 clusters Score -7831231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7831228.500000 Penalty: 5281.722656
	Iteration 29Q: 3 clusters Score -7831228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7831228.500000 Penalty: 5281.722656
	Iteration 30Q: 3 clusters Score -7831228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7831245.500000 Penalty: 5281.722656
	Iteration 31Q: 3 clusters Score -7831246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7831251.500000 Penalty: 5281.722656
	Iteration 32Q: 3 clusters Score -7831252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7831252.500000 Penalty: 5281.722656
	Iteration 33Q: 3 clusters Score -7831252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7831250.000000 Penalty: 5281.722656
	Iteration 34Q: 3 clusters Score -7831250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7831249.500000 Penalty: 5281.722656
	Iteration 35Q: 3 clusters Score -7831250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7831248.000000 Penalty: 5281.722656
	Iteration 36Q: 3 clusters Score -7831248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7831248.000000 Penalty: 5281.722656
	Iteration 37F: 3 clusters Score -7831248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Entering Unmasked Estep 
Score: -8707434.000000 Penalty: 2666.382324
	Iteration 0F: 2 clusters Score -8707434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -8677334.000000 Penalty: 5332.764648
	Iteration 0F: 3 clusters Score -8677334 nChanged 21622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -8689324.000000 Penalty: 5332.764648
	Iteration 1F: 3 clusters Score -8689324 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -8689746.000000 Penalty: 5332.764648
	Iteration 2Q: 3 clusters Score -8689746 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -8690089.000000 Penalty: 5332.764648
	Iteration 3Q: 3 clusters Score -8690089 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -8690389.000000 Penalty: 5332.764648
	Iteration 4Q: 3 clusters Score -8690389 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -8690733.000000 Penalty: 5332.764648
	Iteration 5Q: 3 clusters Score -8690733 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -8691052.000000 Penalty: 5332.764648
	Iteration 6Q: 3 clusters Score -8691052 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -8691383.000000 Penalty: 5332.764648
	Iteration 7Q: 3 clusters Score -8691383 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -8691662.000000 Penalty: 5332.764648
	Iteration 8Q: 3 clusters Score -8691662 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -8692111.000000 Penalty: 5332.764648
	Iteration 9Q: 3 clusters Score -8692111 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -8692625.000000 Penalty: 5332.764648
	Iteration 10Q: 3 clusters Score -8692625 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -8693318.000000 Penalty: 5332.764648
	Iteration 11Q: 3 clusters Score -8693318 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -8694178.000000 Penalty: 5332.764648
	Iteration 12Q: 3 clusters Score -8694178 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -8695342.000000 Penalty: 5332.764648
	Iteration 13Q: 3 clusters Score -8695342 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -8696755.000000 Penalty: 5332.764648
	Iteration 14Q: 3 clusters Score -8696755 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -8698258.000000 Penalty: 5332.764648
	Iteration 15Q: 3 clusters Score -8698258 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -8699728.000000 Penalty: 5332.764648
	Iteration 16Q: 3 clusters Score -8699728 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -8700993.000000 Penalty: 5332.764648
	Iteration 17Q: 3 clusters Score -8700993 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -8701991.000000 Penalty: 5332.764648
	Iteration 18Q: 3 clusters Score -8701991 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -8702800.000000 Penalty: 5332.764648
	Iteration 19Q: 3 clusters Score -8702800 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -8703311.000000 Penalty: 5332.764648
	Iteration 20F: 3 clusters Score -8703311 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -8703785.000000 Penalty: 5332.764648
	Iteration 21Q: 3 clusters Score -8703785 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8704018.000000 Penalty: 5332.764648
	Iteration 22Q: 3 clusters Score -8704018 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8704252.000000 Penalty: 5332.764648
	Iteration 23Q: 3 clusters Score -8704252 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8704468.000000 Penalty: 5332.764648
	Iteration 24Q: 3 clusters Score -8704468 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8704744.000000 Penalty: 5332.764648
	Iteration 25Q: 3 clusters Score -8704744 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8704892.000000 Penalty: 5332.764648
	Iteration 26Q: 3 clusters Score -8704892 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8705006.000000 Penalty: 5332.764648
	Iteration 27Q: 3 clusters Score -8705006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8705084.000000 Penalty: 5332.764648
	Iteration 28Q: 3 clusters Score -8705084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8705113.000000 Penalty: 5332.764648
	Iteration 29Q: 3 clusters Score -8705113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8705152.000000 Penalty: 5332.764648
	Iteration 30Q: 3 clusters Score -8705152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8705176.000000 Penalty: 5332.764648
	Iteration 31Q: 3 clusters Score -8705176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8705189.000000 Penalty: 5332.764648
	Iteration 32Q: 3 clusters Score -8705189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8705208.000000 Penalty: 5332.764648
	Iteration 33Q: 3 clusters Score -8705208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8705212.000000 Penalty: 5332.764648
	Iteration 34Q: 3 clusters Score -8705212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8705219.000000 Penalty: 5332.764648
	Iteration 35Q: 3 clusters Score -8705219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8705223.000000 Penalty: 5332.764648
	Iteration 36Q: 3 clusters Score -8705223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8705227.000000 Penalty: 5332.764648
	Iteration 37Q: 3 clusters Score -8705227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8705223.000000 Penalty: 5332.764648
	Iteration 38Q: 3 clusters Score -8705223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8705227.000000 Penalty: 5332.764648
	Iteration 39Q: 3 clusters Score -8705227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8705227.000000 Penalty: 5332.764648
	Iteration 40F: 3 clusters Score -8705227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Entering Unmasked Estep 
Score: -10267672.000000 Penalty: 2707.216797
	Iteration 0F: 2 clusters Score -1.026767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -10236008.000000 Penalty: 5414.433594
	Iteration 0F: 3 clusters Score -1.023601e+07 nChanged 25461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -10250124.000000 Penalty: 5414.433594
	Iteration 1F: 3 clusters Score -1.025012e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -10250642.000000 Penalty: 5414.433594
	Iteration 2Q: 3 clusters Score -1.025064e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -10251171.000000 Penalty: 5414.433594
	Iteration 3Q: 3 clusters Score -1.025117e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -10251878.000000 Penalty: 5414.433594
	Iteration 4Q: 3 clusters Score -1.025188e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -10252889.000000 Penalty: 5414.433594
	Iteration 5Q: 3 clusters Score -1.025289e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -10254404.000000 Penalty: 5414.433594
	Iteration 6F: 3 clusters Score -1.02544e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -10256590.000000 Penalty: 5414.433594
	Iteration 7F: 3 clusters Score -1.025659e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -10259255.000000 Penalty: 5414.433594
	Iteration 8F: 3 clusters Score -1.025926e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -10261489.000000 Penalty: 5414.433594
	Iteration 9F: 3 clusters Score -1.026149e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -10262789.000000 Penalty: 5414.433594
	Iteration 10F: 3 clusters Score -1.026279e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -10263989.000000 Penalty: 5414.433594
	Iteration 11Q: 3 clusters Score -1.026399e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -10264580.000000 Penalty: 5414.433594
	Iteration 12Q: 3 clusters Score -1.026458e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -10264955.000000 Penalty: 5414.433594
	Iteration 13Q: 3 clusters Score -1.026496e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -10265049.000000 Penalty: 5414.433594
	Iteration 14Q: 3 clusters Score -1.026505e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -10265097.000000 Penalty: 5414.433594
	Iteration 15Q: 3 clusters Score -1.02651e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -10265218.000000 Penalty: 5414.433594
	Iteration 16Q: 3 clusters Score -1.026522e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -10265297.000000 Penalty: 5414.433594
	Iteration 17Q: 3 clusters Score -1.02653e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -10265363.000000 Penalty: 5414.433594
	Iteration 18Q: 3 clusters Score -1.026536e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -10265373.000000 Penalty: 5414.433594
	Iteration 19Q: 3 clusters Score -1.026537e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -10265411.000000 Penalty: 5414.433594
	Iteration 20F: 3 clusters Score -1.026541e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -10265426.000000 Penalty: 5414.433594
	Iteration 21Q: 3 clusters Score -1.026543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -10265422.000000 Penalty: 5414.433594
	Iteration 22Q: 3 clusters Score -1.026542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -10265423.000000 Penalty: 5414.433594
	Iteration 23Q: 3 clusters Score -1.026542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -10265424.000000 Penalty: 5414.433594
	Iteration 24Q: 3 clusters Score -1.026542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -10265460.000000 Penalty: 5414.433594
	Iteration 25Q: 3 clusters Score -1.026546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -10265466.000000 Penalty: 5414.433594
	Iteration 26Q: 3 clusters Score -1.026547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -10265470.000000 Penalty: 5414.433594
	Iteration 27Q: 3 clusters Score -1.026547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -10265462.000000 Penalty: 5414.433594
	Iteration 28Q: 3 clusters Score -1.026546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -10265465.000000 Penalty: 5414.433594
	Iteration 29Q: 3 clusters Score -1.026546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -10265468.000000 Penalty: 5414.433594
	Iteration 30Q: 3 clusters Score -1.026547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -10265473.000000 Penalty: 5414.433594
	Iteration 31Q: 3 clusters Score -1.026547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -10265480.000000 Penalty: 5414.433594
	Iteration 32Q: 3 clusters Score -1.026548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -10265490.000000 Penalty: 5414.433594
	Iteration 33Q: 3 clusters Score -1.026549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -10265499.000000 Penalty: 5414.433594
	Iteration 34Q: 3 clusters Score -1.02655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -10265492.000000 Penalty: 5414.433594
	Iteration 35Q: 3 clusters Score -1.026549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -10265488.000000 Penalty: 5414.433594
	Iteration 36Q: 3 clusters Score -1.026549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -10265485.000000 Penalty: 5414.433594
	Iteration 37Q: 3 clusters Score -1.026548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -10265488.000000 Penalty: 5414.433594
	Iteration 38Q: 3 clusters Score -1.026549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -10265492.000000 Penalty: 5414.433594
	Iteration 39Q: 3 clusters Score -1.026549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -10265488.000000 Penalty: 5414.433594
	Iteration 40F: 3 clusters Score -1.026549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -10265483.000000 Penalty: 5414.433594
	Iteration 41Q: 3 clusters Score -1.026548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -10265488.000000 Penalty: 5414.433594
	Iteration 42Q: 3 clusters Score -1.026549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -10265488.000000 Penalty: 5414.433594
	Iteration 43F: 3 clusters Score -1.026549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (50528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Entering Unmasked Estep 
Score: -9448818.000000 Penalty: 2685.910156
	Iteration 0F: 2 clusters Score -9448818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -9417930.000000 Penalty: 5371.820312
	Iteration 0F: 3 clusters Score -9417930 nChanged 23271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -9430918.000000 Penalty: 5371.820312
	Iteration 1F: 3 clusters Score -9430918 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -9431704.000000 Penalty: 5371.820312
	Iteration 2Q: 3 clusters Score -9431704 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -9432640.000000 Penalty: 5371.820312
	Iteration 3Q: 3 clusters Score -9432640 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -9433677.000000 Penalty: 5371.820312
	Iteration 4F: 3 clusters Score -9433677 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -9435123.000000 Penalty: 5371.820312
	Iteration 5F: 3 clusters Score -9435123 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -9437052.000000 Penalty: 5371.820312
	Iteration 6F: 3 clusters Score -9437052 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -9439520.000000 Penalty: 5371.820312
	Iteration 7F: 3 clusters Score -9439520 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -9442325.000000 Penalty: 5371.820312
	Iteration 8F: 3 clusters Score -9442325 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -9444086.000000 Penalty: 5371.820312
	Iteration 9F: 3 clusters Score -9444086 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9445154.000000 Penalty: 5371.820312
	Iteration 10Q: 3 clusters Score -9445154 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9445986.000000 Penalty: 5371.820312
	Iteration 11Q: 3 clusters Score -9445986 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9446199.000000 Penalty: 5371.820312
	Iteration 12Q: 3 clusters Score -9446199 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9446328.000000 Penalty: 5371.820312
	Iteration 13Q: 3 clusters Score -9446328 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9446437.000000 Penalty: 5371.820312
	Iteration 14Q: 3 clusters Score -9446437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9446470.000000 Penalty: 5371.820312
	Iteration 15Q: 3 clusters Score -9446470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9446481.000000 Penalty: 5371.820312
	Iteration 16Q: 3 clusters Score -9446481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9446502.000000 Penalty: 5371.820312
	Iteration 17Q: 3 clusters Score -9446502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9446512.000000 Penalty: 5371.820312
	Iteration 18Q: 3 clusters Score -9446512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9446513.000000 Penalty: 5371.820312
	Iteration 19Q: 3 clusters Score -9446513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9446523.000000 Penalty: 5371.820312
	Iteration 20F: 3 clusters Score -9446523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9446532.000000 Penalty: 5371.820312
	Iteration 21Q: 3 clusters Score -9446532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9446522.000000 Penalty: 5371.820312
	Iteration 22Q: 3 clusters Score -9446522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9446520.000000 Penalty: 5371.820312
	Iteration 23Q: 3 clusters Score -9446520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9446524.000000 Penalty: 5371.820312
	Iteration 24Q: 3 clusters Score -9446524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9446524.000000 Penalty: 5371.820312
	Iteration 25F: 3 clusters Score -9446524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30384 members 
Mstep: Class 3 contains 34650 members 
Mstep: Class 4 contains 36811 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 33730 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37698 members 
Mstep: Class 10 contains 32136 members 
Mstep: Class 11 contains 44881 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 13 contains 26297 members 
Mstep: Class 14 contains 43243 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6383 members 
Mstep: Class 20 contains 41902 members 
Mstep: Class 21 contains 42135 members 
Mstep: Class 22 contains 46702 members 
Mstep: Class 23 contains 55061 members 
Mstep: Class 24 contains 50528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717144.000000 Penalty: 79037.695312
Iteration 479Q: 25 clusters Score -1.067171e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30359 members 
Mstep: Class 3 contains 34616 members 
Mstep: Class 4 contains 36853 members 
Mstep: Class 5 contains 5836 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 33597 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37743 members 
Mstep: Class 10 contains 32103 members 
Mstep: Class 11 contains 44927 members 
Mstep: Class 12 contains 9009 members 
Mstep: Class 13 contains 26165 members 
Mstep: Class 14 contains 43471 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 41885 members 
Mstep: Class 21 contains 42180 members 
Mstep: Class 22 contains 46886 members 
Mstep: Class 23 contains 55010 members 
Mstep: Class 24 contains 50384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717128.000000 Penalty: 79037.695312
Iteration 480F: 25 clusters Score -1.067171e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30350 members 
Mstep: Class 3 contains 34599 members 
Mstep: Class 4 contains 36914 members 
Mstep: Class 5 contains 5832 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 33459 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37757 members 
Mstep: Class 10 contains 32061 members 
Mstep: Class 11 contains 44953 members 
Mstep: Class 12 contains 9012 members 
Mstep: Class 13 contains 26040 members 
Mstep: Class 14 contains 43652 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6379 members 
Mstep: Class 20 contains 41869 members 
Mstep: Class 21 contains 42227 members 
Mstep: Class 22 contains 47011 members 
Mstep: Class 23 contains 54942 members 
Mstep: Class 24 contains 50350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717112.000000 Penalty: 79037.695312
Iteration 481Q: 25 clusters Score -1.067171e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30334 members 
Mstep: Class 3 contains 34571 members 
Mstep: Class 4 contains 36966 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 33345 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37815 members 
Mstep: Class 10 contains 32012 members 
Mstep: Class 11 contains 44968 members 
Mstep: Class 12 contains 9017 members 
Mstep: Class 13 contains 25906 members 
Mstep: Class 14 contains 43895 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6375 members 
Mstep: Class 20 contains 41877 members 
Mstep: Class 21 contains 42292 members 
Mstep: Class 22 contains 47131 members 
Mstep: Class 23 contains 54838 members 
Mstep: Class 24 contains 50241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716544.000000 Penalty: 79037.695312
Iteration 482Q: 25 clusters Score -1.067165e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30321 members 
Mstep: Class 3 contains 34537 members 
Mstep: Class 4 contains 37081 members 
Mstep: Class 5 contains 5813 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 33241 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37852 members 
Mstep: Class 10 contains 31964 members 
Mstep: Class 11 contains 44994 members 
Mstep: Class 12 contains 9004 members 
Mstep: Class 13 contains 25774 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6368 members 
Mstep: Class 20 contains 41882 members 
Mstep: Class 21 contains 42379 members 
Mstep: Class 22 contains 47239 members 
Mstep: Class 23 contains 54663 members 
Mstep: Class 24 contains 50144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716592.000000 Penalty: 79037.695312
Iteration 483Q: 25 clusters Score -1.067166e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30307 members 
Mstep: Class 3 contains 34498 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 33136 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37915 members 
Mstep: Class 10 contains 31904 members 
Mstep: Class 11 contains 45007 members 
Mstep: Class 12 contains 9001 members 
Mstep: Class 13 contains 25650 members 
Mstep: Class 14 contains 44448 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6370 members 
Mstep: Class 20 contains 41892 members 
Mstep: Class 21 contains 42431 members 
Mstep: Class 22 contains 47318 members 
Mstep: Class 23 contains 54479 members 
Mstep: Class 24 contains 50037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716600.000000 Penalty: 79037.695312
Iteration 484Q: 25 clusters Score -1.067166e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30292 members 
Mstep: Class 3 contains 34452 members 
Mstep: Class 4 contains 37357 members 
Mstep: Class 5 contains 5788 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 33038 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 37997 members 
Mstep: Class 10 contains 31854 members 
Mstep: Class 11 contains 45036 members 
Mstep: Class 12 contains 8995 members 
Mstep: Class 13 contains 25459 members 
Mstep: Class 14 contains 44805 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6373 members 
Mstep: Class 20 contains 41933 members 
Mstep: Class 21 contains 42503 members 
Mstep: Class 22 contains 47386 members 
Mstep: Class 23 contains 54265 members 
Mstep: Class 24 contains 49875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717072.000000 Penalty: 79037.695312
Iteration 485Q: 25 clusters Score -1.067171e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30274 members 
Mstep: Class 3 contains 34408 members 
Mstep: Class 4 contains 37496 members 
Mstep: Class 5 contains 5771 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 32929 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38032 members 
Mstep: Class 10 contains 31824 members 
Mstep: Class 11 contains 45051 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 25263 members 
Mstep: Class 14 contains 45188 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6368 members 
Mstep: Class 20 contains 41984 members 
Mstep: Class 21 contains 42589 members 
Mstep: Class 22 contains 47379 members 
Mstep: Class 23 contains 54059 members 
Mstep: Class 24 contains 49820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717240.000000 Penalty: 79037.695312
Iteration 486Q: 25 clusters Score -1.067172e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30262 members 
Mstep: Class 3 contains 34363 members 
Mstep: Class 4 contains 37616 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 32803 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38042 members 
Mstep: Class 10 contains 31771 members 
Mstep: Class 11 contains 45068 members 
Mstep: Class 12 contains 8949 members 
Mstep: Class 13 contains 25071 members 
Mstep: Class 14 contains 45596 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 6366 members 
Mstep: Class 20 contains 42012 members 
Mstep: Class 21 contains 42709 members 
Mstep: Class 22 contains 47404 members 
Mstep: Class 23 contains 53883 members 
Mstep: Class 24 contains 49744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716712.000000 Penalty: 79037.695312
Iteration 487Q: 25 clusters Score -1.067167e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 30254 members 
Mstep: Class 3 contains 34318 members 
Mstep: Class 4 contains 37770 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 32668 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38093 members 
Mstep: Class 10 contains 31721 members 
Mstep: Class 11 contains 45054 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 24894 members 
Mstep: Class 14 contains 45923 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 6369 members 
Mstep: Class 20 contains 42022 members 
Mstep: Class 21 contains 42812 members 
Mstep: Class 22 contains 47419 members 
Mstep: Class 23 contains 53759 members 
Mstep: Class 24 contains 49676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716672.000000 Penalty: 79037.695312
Iteration 488Q: 25 clusters Score -1.067167e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30248 members 
Mstep: Class 3 contains 34277 members 
Mstep: Class 4 contains 37904 members 
Mstep: Class 5 contains 5718 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 32530 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38143 members 
Mstep: Class 10 contains 31690 members 
Mstep: Class 11 contains 45045 members 
Mstep: Class 12 contains 8922 members 
Mstep: Class 13 contains 24736 members 
Mstep: Class 14 contains 46265 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 6372 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 42885 members 
Mstep: Class 22 contains 47396 members 
Mstep: Class 23 contains 53570 members 
Mstep: Class 24 contains 49693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716800.000000 Penalty: 79037.695312
Iteration 489Q: 25 clusters Score -1.067168e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30238 members 
Mstep: Class 3 contains 34279 members 
Mstep: Class 4 contains 38049 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 32376 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 31654 members 
Mstep: Class 11 contains 45057 members 
Mstep: Class 12 contains 8915 members 
Mstep: Class 13 contains 24574 members 
Mstep: Class 14 contains 46534 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 6372 members 
Mstep: Class 20 contains 42012 members 
Mstep: Class 21 contains 42926 members 
Mstep: Class 22 contains 47382 members 
Mstep: Class 23 contains 53416 members 
Mstep: Class 24 contains 49703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716944.000000 Penalty: 79037.695312
Iteration 490Q: 25 clusters Score -1.067169e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30235 members 
Mstep: Class 3 contains 34301 members 
Mstep: Class 4 contains 38201 members 
Mstep: Class 5 contains 5688 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 32219 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38297 members 
Mstep: Class 10 contains 31621 members 
Mstep: Class 11 contains 45067 members 
Mstep: Class 12 contains 8916 members 
Mstep: Class 13 contains 24382 members 
Mstep: Class 14 contains 46718 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 6372 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 42977 members 
Mstep: Class 22 contains 47407 members 
Mstep: Class 23 contains 53326 members 
Mstep: Class 24 contains 49658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717288.000000 Penalty: 79037.695312
Iteration 491Q: 25 clusters Score -1.067173e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30232 members 
Mstep: Class 3 contains 34322 members 
Mstep: Class 4 contains 38329 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 32044 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38421 members 
Mstep: Class 10 contains 31575 members 
Mstep: Class 11 contains 45072 members 
Mstep: Class 12 contains 8915 members 
Mstep: Class 13 contains 24213 members 
Mstep: Class 14 contains 46925 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 6376 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 43006 members 
Mstep: Class 22 contains 47440 members 
Mstep: Class 23 contains 53215 members 
Mstep: Class 24 contains 49635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717096.000000 Penalty: 79037.695312
Iteration 492Q: 25 clusters Score -1.067171e+08 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30225 members 
Mstep: Class 3 contains 34351 members 
Mstep: Class 4 contains 38452 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 31860 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38496 members 
Mstep: Class 10 contains 31528 members 
Mstep: Class 11 contains 45089 members 
Mstep: Class 12 contains 8912 members 
Mstep: Class 13 contains 24044 members 
Mstep: Class 14 contains 47195 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 6385 members 
Mstep: Class 20 contains 42011 members 
Mstep: Class 21 contains 43038 members 
Mstep: Class 22 contains 47429 members 
Mstep: Class 23 contains 53145 members 
Mstep: Class 24 contains 49602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717128.000000 Penalty: 79037.695312
Iteration 493Q: 25 clusters Score -1.067171e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30206 members 
Mstep: Class 3 contains 34370 members 
Mstep: Class 4 contains 38592 members 
Mstep: Class 5 contains 5623 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 31662 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38596 members 
Mstep: Class 10 contains 31480 members 
Mstep: Class 11 contains 45101 members 
Mstep: Class 12 contains 8922 members 
Mstep: Class 13 contains 23870 members 
Mstep: Class 14 contains 47430 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 6388 members 
Mstep: Class 20 contains 42014 members 
Mstep: Class 21 contains 43085 members 
Mstep: Class 22 contains 47461 members 
Mstep: Class 23 contains 53108 members 
Mstep: Class 24 contains 49503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717104.000000 Penalty: 79037.695312
Iteration 494Q: 25 clusters Score -1.067171e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30197 members 
Mstep: Class 3 contains 34359 members 
Mstep: Class 4 contains 38676 members 
Mstep: Class 5 contains 5607 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 31454 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38700 members 
Mstep: Class 10 contains 31441 members 
Mstep: Class 11 contains 45123 members 
Mstep: Class 12 contains 8929 members 
Mstep: Class 13 contains 23707 members 
Mstep: Class 14 contains 47695 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 6391 members 
Mstep: Class 20 contains 42031 members 
Mstep: Class 21 contains 43123 members 
Mstep: Class 22 contains 47481 members 
Mstep: Class 23 contains 53063 members 
Mstep: Class 24 contains 49434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716936.000000 Penalty: 79037.695312
Iteration 495Q: 25 clusters Score -1.067169e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30198 members 
Mstep: Class 3 contains 34330 members 
Mstep: Class 4 contains 38824 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 31248 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38764 members 
Mstep: Class 10 contains 31414 members 
Mstep: Class 11 contains 45133 members 
Mstep: Class 12 contains 8923 members 
Mstep: Class 13 contains 23586 members 
Mstep: Class 14 contains 47930 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 6386 members 
Mstep: Class 20 contains 42049 members 
Mstep: Class 21 contains 43182 members 
Mstep: Class 22 contains 47455 members 
Mstep: Class 23 contains 52985 members 
Mstep: Class 24 contains 49409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106717128.000000 Penalty: 79037.695312
Iteration 496Q: 25 clusters Score -1.067171e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30196 members 
Mstep: Class 3 contains 34351 members 
Mstep: Class 4 contains 38944 members 
Mstep: Class 5 contains 5583 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 31031 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38809 members 
Mstep: Class 10 contains 31390 members 
Mstep: Class 11 contains 45135 members 
Mstep: Class 12 contains 8921 members 
Mstep: Class 13 contains 23437 members 
Mstep: Class 14 contains 48181 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 6374 members 
Mstep: Class 20 contains 42072 members 
Mstep: Class 21 contains 43246 members 
Mstep: Class 22 contains 47453 members 
Mstep: Class 23 contains 52953 members 
Mstep: Class 24 contains 49337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716720.000000 Penalty: 79037.695312
Iteration 497Q: 25 clusters Score -1.067167e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30189 members 
Mstep: Class 3 contains 34390 members 
Mstep: Class 4 contains 39059 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 30789 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38847 members 
Mstep: Class 10 contains 31359 members 
Mstep: Class 11 contains 45143 members 
Mstep: Class 12 contains 8909 members 
Mstep: Class 13 contains 23294 members 
Mstep: Class 14 contains 48482 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 6367 members 
Mstep: Class 20 contains 42077 members 
Mstep: Class 21 contains 43270 members 
Mstep: Class 22 contains 47484 members 
Mstep: Class 23 contains 52878 members 
Mstep: Class 24 contains 49312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716520.000000 Penalty: 79037.695312
Iteration 498Q: 25 clusters Score -1.067165e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30186 members 
Mstep: Class 3 contains 34425 members 
Mstep: Class 4 contains 39215 members 
Mstep: Class 5 contains 5545 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 30540 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38925 members 
Mstep: Class 10 contains 31356 members 
Mstep: Class 11 contains 45121 members 
Mstep: Class 12 contains 8908 members 
Mstep: Class 13 contains 23170 members 
Mstep: Class 14 contains 48714 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 6361 members 
Mstep: Class 20 contains 42079 members 
Mstep: Class 21 contains 43302 members 
Mstep: Class 22 contains 47472 members 
Mstep: Class 23 contains 52797 members 
Mstep: Class 24 contains 49300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716744.000000 Penalty: 79037.695312
Iteration 499Q: 25 clusters Score -1.067167e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30178 members 
Mstep: Class 3 contains 34450 members 
Mstep: Class 4 contains 39399 members 
Mstep: Class 5 contains 5531 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 30286 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 38976 members 
Mstep: Class 10 contains 31363 members 
Mstep: Class 11 contains 45105 members 
Mstep: Class 12 contains 8914 members 
Mstep: Class 13 contains 23056 members 
Mstep: Class 14 contains 48939 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 6357 members 
Mstep: Class 20 contains 42097 members 
Mstep: Class 21 contains 43334 members 
Mstep: Class 22 contains 47464 members 
Mstep: Class 23 contains 52732 members 
Mstep: Class 24 contains 49235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106716496.000000 Penalty: 79037.695312
Iteration 500F: 25 clusters Score -1.067165e+08 nChanged 2700
Maximum iterations exceeded
--- Evaluating fit on full set of 1754678 points ---
Entering Unmasked Estep 
Score: -322511264.000000 Penalty: 85576.640625
21->25 Clusters: Score -322511264.000000, best is -322551680.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 584892 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 27476 members 
Mstep: Class 3 contains 27748 members 
Mstep: Class 4 contains 27993 members 
Mstep: Class 5 contains 28232 members 
Mstep: Class 6 contains 27867 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 27603 members 
Mstep: Class 9 contains 27618 members 
Mstep: Class 10 contains 28076 members 
Mstep: Class 11 contains 27914 members 
Mstep: Class 12 contains 27838 members 
Mstep: Class 13 contains 27973 members 
Mstep: Class 14 contains 27883 members 
Mstep: Class 15 contains 28028 members 
Mstep: Class 16 contains 27704 members 
Mstep: Class 17 contains 27888 members 
Mstep: Class 18 contains 27751 members 
Mstep: Class 19 contains 27824 members 
Mstep: Class 20 contains 27923 members 
Mstep: Class 21 contains 27911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1563.686768 but Gain 3293.242188
Score: -101583144.000000 Penalty: 65864.742188
Iteration 0F: 21 clusters Score -1.015831e+08 nChanged 556767
Entering Unmasked Mstep 
Mstep: Class 0 contains 1613 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7636 members 
Mstep: Class 3 contains 276363 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 11901 members 
Mstep: Class 7 contains 11102 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 8078 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 10307 members 
Mstep: Class 13 contains 93366 members 
Mstep: Class 14 contains 46730 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 8780 members 
Mstep: Class 17 contains 4338 members 
Mstep: Class 18 contains 59667 members 
Mstep: Class 19 contains 12149 members 
Mstep: Class 21 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 576.744141 but Gain 3293.234375
Score: -105351232.000000 Penalty: 62571.507812
Iteration 1F: 20 clusters Score -1.053512e+08 nChanged 256352
Entering Unmasked Mstep 
Mstep: Class 0 contains 1328 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2186 members 
Mstep: Class 3 contains 170022 members 
Mstep: Class 5 contains 2761 members 
Mstep: Class 6 contains 6916 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 13 contains 211421 members 
Mstep: Class 14 contains 49727 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 3607 members 
Mstep: Class 17 contains 986 members 
Mstep: Class 18 contains 106680 members 
Mstep: Class 19 contains 8007 members 
Mstep: Class 21 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1086.361938 but Gain 3293.238281
Score: -105738888.000000 Penalty: 59278.269531
Iteration 2F: 19 clusters Score -1.057389e+08 nChanged 196657
Entering Unmasked Mstep 
Mstep: Class 0 contains 724 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 151611 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 7427 members 
Mstep: Class 7 contains 6240 members 
Mstep: Class 9 contains 835 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 6515 members 
Mstep: Class 13 contains 163364 members 
Mstep: Class 14 contains 78837 members 
Mstep: Class 15 contains 2758 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 142795 members 
Mstep: Class 19 contains 7882 members 
Mstep: Class 21 contains 1229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1508.938721 but Gain 3293.238281
Score: -105834248.000000 Penalty: 55985.031250
Iteration 3F: 18 clusters Score -1.058342e+08 nChanged 148317
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 2 contains 2011 members 
Mstep: Class 3 contains 134168 members 
Mstep: Class 5 contains 2173 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 7763 members 
Mstep: Class 9 contains 865 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 1973 members 
Mstep: Class 12 contains 8035 members 
Mstep: Class 13 contains 134234 members 
Mstep: Class 14 contains 152504 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 3398 members 
Mstep: Class 17 contains 1092 members 
Mstep: Class 18 contains 110996 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 21 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2893.489502 but Gain 3293.234375
Score: -105851984.000000 Penalty: 52691.796875
Iteration 4F: 17 clusters Score -1.05852e+08 nChanged 116888
Entering Unmasked Mstep 
Mstep: Class 0 contains 330 members 
Mstep: Class 3 contains 127369 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 12341 members 
Mstep: Class 7 contains 10126 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 3881 members 
Mstep: Class 11 contains 1947 members 
Mstep: Class 12 contains 10599 members 
Mstep: Class 13 contains 124831 members 
Mstep: Class 14 contains 146700 members 
Mstep: Class 15 contains 3192 members 
Mstep: Class 16 contains 4506 members 
Mstep: Class 17 contains 1081 members 
Mstep: Class 18 contains 118866 members 
Mstep: Class 19 contains 14592 members 
Mstep: Class 21 contains 1801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105914808.000000 Penalty: 52691.796875
Iteration 5F: 17 clusters Score -1.059148e+08 nChanged 71117
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 3 contains 122430 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 17334 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 1866 members 
Mstep: Class 12 contains 12058 members 
Mstep: Class 13 contains 122774 members 
Mstep: Class 14 contains 139480 members 
Mstep: Class 15 contains 3875 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 112335 members 
Mstep: Class 19 contains 24643 members 
Mstep: Class 21 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105983032.000000 Penalty: 52691.796875
Iteration 6F: 17 clusters Score -1.05983e+08 nChanged 69695
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 3 contains 116156 members 
Mstep: Class 5 contains 1267 members 
Mstep: Class 6 contains 23716 members 
Mstep: Class 7 contains 12547 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 1801 members 
Mstep: Class 12 contains 12915 members 
Mstep: Class 13 contains 115073 members 
Mstep: Class 14 contains 124690 members 
Mstep: Class 15 contains 4483 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 1078 members 
Mstep: Class 18 contains 111537 members 
Mstep: Class 19 contains 42943 members 
Mstep: Class 21 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106072688.000000 Penalty: 52691.796875
Iteration 7F: 17 clusters Score -1.060727e+08 nChanged 73686
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 3 contains 108660 members 
Mstep: Class 5 contains 1191 members 
Mstep: Class 6 contains 30544 members 
Mstep: Class 7 contains 13214 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 13313 members 
Mstep: Class 13 contains 107863 members 
Mstep: Class 14 contains 109042 members 
Mstep: Class 15 contains 4679 members 
Mstep: Class 16 contains 7788 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 100425 members 
Mstep: Class 19 contains 74153 members 
Mstep: Class 21 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106193592.000000 Penalty: 52691.796875
Iteration 8F: 17 clusters Score -1.061936e+08 nChanged 81925
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 3 contains 98642 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 36385 members 
Mstep: Class 7 contains 13807 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 8361 members 
Mstep: Class 11 contains 1654 members 
Mstep: Class 12 contains 13427 members 
Mstep: Class 13 contains 94968 members 
Mstep: Class 14 contains 92129 members 
Mstep: Class 15 contains 4121 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 92371 members 
Mstep: Class 19 contains 115807 members 
Mstep: Class 21 contains 2095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106226752.000000 Penalty: 52691.796875
Iteration 9F: 17 clusters Score -1.062268e+08 nChanged 119171
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 3 contains 96419 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 48629 members 
Mstep: Class 7 contains 14306 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 1580 members 
Mstep: Class 12 contains 13168 members 
Mstep: Class 13 contains 94023 members 
Mstep: Class 14 contains 101021 members 
Mstep: Class 15 contains 4004 members 
Mstep: Class 16 contains 8251 members 
Mstep: Class 17 contains 864 members 
Mstep: Class 18 contains 90534 members 
Mstep: Class 19 contains 97875 members 
Mstep: Class 21 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106283144.000000 Penalty: 52691.796875
Iteration 10F: 17 clusters Score -1.062831e+08 nChanged 63239
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 3 contains 92437 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 64574 members 
Mstep: Class 7 contains 14736 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 11156 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 12 contains 12909 members 
Mstep: Class 13 contains 91643 members 
Mstep: Class 14 contains 88186 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 8832 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 88109 members 
Mstep: Class 19 contains 101291 members 
Mstep: Class 21 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106340184.000000 Penalty: 52691.796875
Iteration 11F: 17 clusters Score -1.063402e+08 nChanged 63111
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 3 contains 90074 members 
Mstep: Class 5 contains 1195 members 
Mstep: Class 6 contains 79475 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 12294 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 12608 members 
Mstep: Class 13 contains 87643 members 
Mstep: Class 14 contains 93182 members 
Mstep: Class 15 contains 3548 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 85080 members 
Mstep: Class 19 contains 89658 members 
Mstep: Class 21 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106377064.000000 Penalty: 52691.796875
Iteration 12F: 17 clusters Score -1.063771e+08 nChanged 58471
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 3 contains 87249 members 
Mstep: Class 5 contains 1286 members 
Mstep: Class 6 contains 92338 members 
Mstep: Class 7 contains 15874 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 1355 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 83518 members 
Mstep: Class 14 contains 86415 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 9453 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 80752 members 
Mstep: Class 19 contains 93108 members 
Mstep: Class 21 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106395920.000000 Penalty: 52691.796875
Iteration 13F: 17 clusters Score -1.063959e+08 nChanged 64371
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 3 contains 86143 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 108746 members 
Mstep: Class 7 contains 17264 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 14470 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 12243 members 
Mstep: Class 13 contains 79870 members 
Mstep: Class 14 contains 82568 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 76723 members 
Mstep: Class 19 contains 86802 members 
Mstep: Class 21 contains 1972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106382760.000000 Penalty: 52691.796875
Iteration 14F: 17 clusters Score -1.063828e+08 nChanged 57791
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 3 contains 84172 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 105038 members 
Mstep: Class 7 contains 20753 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 15708 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 12177 members 
Mstep: Class 13 contains 76746 members 
Mstep: Class 14 contains 82496 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 73932 members 
Mstep: Class 19 contains 93122 members 
Mstep: Class 21 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106392512.000000 Penalty: 52691.796875
Iteration 15F: 17 clusters Score -1.063925e+08 nChanged 37484
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 3 contains 83328 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 101041 members 
Mstep: Class 7 contains 24710 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 17641 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 11408 members 
Mstep: Class 13 contains 76650 members 
Mstep: Class 14 contains 84159 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 16 contains 11662 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 18 contains 73188 members 
Mstep: Class 19 contains 90842 members 
Mstep: Class 21 contains 1908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106407864.000000 Penalty: 52691.796875
Iteration 16F: 17 clusters Score -1.064079e+08 nChanged 29445
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 3 contains 82277 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 98560 members 
Mstep: Class 7 contains 29145 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 19972 members 
Mstep: Class 11 contains 986 members 
Mstep: Class 12 contains 10007 members 
Mstep: Class 13 contains 76107 members 
Mstep: Class 14 contains 83869 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 16 contains 12803 members 
Mstep: Class 17 contains 1238 members 
Mstep: Class 18 contains 71726 members 
Mstep: Class 19 contains 89984 members 
Mstep: Class 21 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106420128.000000 Penalty: 52691.796875
Iteration 17F: 17 clusters Score -1.064201e+08 nChanged 25966
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 3 contains 81240 members 
Mstep: Class 5 contains 2141 members 
Mstep: Class 6 contains 96048 members 
Mstep: Class 7 contains 34175 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 8343 members 
Mstep: Class 13 contains 75105 members 
Mstep: Class 14 contains 82973 members 
Mstep: Class 15 contains 3198 members 
Mstep: Class 16 contains 14064 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 70097 members 
Mstep: Class 19 contains 89475 members 
Mstep: Class 21 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106432896.000000 Penalty: 52691.796875
Iteration 18Q: 17 clusters Score -1.064329e+08 nChanged 23967
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 3 contains 79730 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 94005 members 
Mstep: Class 7 contains 39341 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 25875 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 6800 members 
Mstep: Class 13 contains 73882 members 
Mstep: Class 14 contains 81560 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 15511 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 68596 members 
Mstep: Class 19 contains 88734 members 
Mstep: Class 21 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106447216.000000 Penalty: 52691.796875
Iteration 19Q: 17 clusters Score -1.064472e+08 nChanged 22930
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 91946 members 
Mstep: Class 7 contains 44409 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 29415 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 72488 members 
Mstep: Class 14 contains 80065 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 17071 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 66804 members 
Mstep: Class 19 contains 87852 members 
Mstep: Class 21 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106461368.000000 Penalty: 52691.796875
Iteration 20F: 17 clusters Score -1.064614e+08 nChanged 22689
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 3 contains 76768 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 89968 members 
Mstep: Class 7 contains 49464 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 4731 members 
Mstep: Class 13 contains 70798 members 
Mstep: Class 14 contains 77990 members 
Mstep: Class 15 contains 3759 members 
Mstep: Class 16 contains 18710 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 64758 members 
Mstep: Class 19 contains 86903 members 
Mstep: Class 21 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106473392.000000 Penalty: 52691.796875
Iteration 21Q: 17 clusters Score -1.064734e+08 nChanged 23197
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 3 contains 75214 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 87913 members 
Mstep: Class 7 contains 54415 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 38251 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 68767 members 
Mstep: Class 14 contains 75649 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 1281 members 
Mstep: Class 18 contains 62685 members 
Mstep: Class 19 contains 85782 members 
Mstep: Class 21 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106486216.000000 Penalty: 52691.796875
Iteration 22Q: 17 clusters Score -1.064862e+08 nChanged 24437
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 3 contains 73330 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 85607 members 
Mstep: Class 7 contains 59339 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 43852 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 66406 members 
Mstep: Class 14 contains 72856 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 22247 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 60603 members 
Mstep: Class 19 contains 84673 members 
Mstep: Class 21 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106496264.000000 Penalty: 52691.796875
Iteration 23Q: 17 clusters Score -1.064963e+08 nChanged 25776
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 3 contains 71190 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 83002 members 
Mstep: Class 7 contains 64325 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 50338 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 4073 members 
Mstep: Class 13 contains 63835 members 
Mstep: Class 14 contains 69606 members 
Mstep: Class 15 contains 4986 members 
Mstep: Class 16 contains 24188 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 58492 members 
Mstep: Class 19 contains 83399 members 
Mstep: Class 21 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106504488.000000 Penalty: 52691.796875
Iteration 24Q: 17 clusters Score -1.065045e+08 nChanged 26616
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 3 contains 69155 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 79855 members 
Mstep: Class 7 contains 69773 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 55454 members 
Mstep: Class 11 contains 725 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 61389 members 
Mstep: Class 14 contains 66456 members 
Mstep: Class 15 contains 5656 members 
Mstep: Class 16 contains 26778 members 
Mstep: Class 17 contains 1287 members 
Mstep: Class 18 contains 56343 members 
Mstep: Class 19 contains 82334 members 
Mstep: Class 21 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106511144.000000 Penalty: 52691.796875
Iteration 25Q: 17 clusters Score -1.065111e+08 nChanged 25821
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 3 contains 67508 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 76140 members 
Mstep: Class 7 contains 75897 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 58130 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 4693 members 
Mstep: Class 13 contains 59348 members 
Mstep: Class 14 contains 63683 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 29989 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 54545 members 
Mstep: Class 19 contains 81087 members 
Mstep: Class 21 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106519920.000000 Penalty: 52691.796875
Iteration 26Q: 17 clusters Score -1.065199e+08 nChanged 26205
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 3 contains 65849 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 72234 members 
Mstep: Class 7 contains 82739 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 59100 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 5252 members 
Mstep: Class 13 contains 57404 members 
Mstep: Class 14 contains 61030 members 
Mstep: Class 15 contains 7662 members 
Mstep: Class 16 contains 33756 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 53337 members 
Mstep: Class 19 contains 79215 members 
Mstep: Class 21 contains 1598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106531120.000000 Penalty: 52691.796875
Iteration 27Q: 17 clusters Score -1.065311e+08 nChanged 27218
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 3 contains 64242 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 67856 members 
Mstep: Class 7 contains 90334 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 58602 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 5930 members 
Mstep: Class 13 contains 55490 members 
Mstep: Class 14 contains 58237 members 
Mstep: Class 15 contains 9133 members 
Mstep: Class 16 contains 38049 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 52751 members 
Mstep: Class 19 contains 76988 members 
Mstep: Class 21 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106536464.000000 Penalty: 52691.796875
Iteration 28Q: 17 clusters Score -1.065365e+08 nChanged 30780
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 3 contains 62432 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 62903 members 
Mstep: Class 7 contains 97719 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 57419 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 53890 members 
Mstep: Class 14 contains 55189 members 
Mstep: Class 15 contains 11145 members 
Mstep: Class 16 contains 43258 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 52619 members 
Mstep: Class 19 contains 74040 members 
Mstep: Class 21 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106532968.000000 Penalty: 52691.796875
Iteration 29F: 17 clusters Score -1.06533e+08 nChanged 32209
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 3 contains 59975 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 59710 members 
Mstep: Class 7 contains 99922 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 55900 members 
Mstep: Class 11 contains 709 members 
Mstep: Class 12 contains 8494 members 
Mstep: Class 13 contains 52265 members 
Mstep: Class 14 contains 52856 members 
Mstep: Class 15 contains 13900 members 
Mstep: Class 16 contains 50495 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 52510 members 
Mstep: Class 19 contains 71604 members 
Mstep: Class 21 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106538672.000000 Penalty: 52691.796875
Iteration 30F: 17 clusters Score -1.065387e+08 nChanged 31272
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 57330 members 
Mstep: Class 7 contains 98969 members 
Mstep: Class 9 contains 1306 members 
Mstep: Class 10 contains 53424 members 
Mstep: Class 11 contains 705 members 
Mstep: Class 12 contains 9950 members 
Mstep: Class 13 contains 50648 members 
Mstep: Class 14 contains 50723 members 
Mstep: Class 15 contains 17092 members 
Mstep: Class 16 contains 60786 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 52078 members 
Mstep: Class 19 contains 69245 members 
Mstep: Class 21 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106551448.000000 Penalty: 52691.796875
Iteration 31F: 17 clusters Score -1.065514e+08 nChanged 30383
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 55079 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 54734 members 
Mstep: Class 7 contains 97917 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 50363 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 11193 members 
Mstep: Class 13 contains 49185 members 
Mstep: Class 14 contains 48805 members 
Mstep: Class 15 contains 20664 members 
Mstep: Class 16 contains 71585 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 51534 members 
Mstep: Class 19 contains 66551 members 
Mstep: Class 21 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106561496.000000 Penalty: 52691.796875
Iteration 32F: 17 clusters Score -1.065615e+08 nChanged 28070
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 3 contains 53376 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 52491 members 
Mstep: Class 7 contains 96966 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 48109 members 
Mstep: Class 11 contains 685 members 
Mstep: Class 12 contains 12229 members 
Mstep: Class 13 contains 48022 members 
Mstep: Class 14 contains 47708 members 
Mstep: Class 15 contains 24430 members 
Mstep: Class 16 contains 79638 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 18 contains 50925 members 
Mstep: Class 19 contains 63703 members 
Mstep: Class 21 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106567992.000000 Penalty: 52691.796875
Iteration 33Q: 17 clusters Score -1.06568e+08 nChanged 27328
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 3 contains 52422 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 50777 members 
Mstep: Class 7 contains 96153 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 46820 members 
Mstep: Class 11 contains 670 members 
Mstep: Class 12 contains 13210 members 
Mstep: Class 13 contains 47118 members 
Mstep: Class 14 contains 46965 members 
Mstep: Class 15 contains 28649 members 
Mstep: Class 16 contains 84340 members 
Mstep: Class 17 contains 1289 members 
Mstep: Class 18 contains 50416 members 
Mstep: Class 19 contains 60745 members 
Mstep: Class 21 contains 1567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106576248.000000 Penalty: 52691.796875
Iteration 34Q: 17 clusters Score -1.065762e+08 nChanged 25550
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 3 contains 52072 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 49402 members 
Mstep: Class 7 contains 95009 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 46978 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 14180 members 
Mstep: Class 13 contains 46480 members 
Mstep: Class 14 contains 46742 members 
Mstep: Class 15 contains 33189 members 
Mstep: Class 16 contains 85381 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 50258 members 
Mstep: Class 19 contains 57973 members 
Mstep: Class 21 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106582808.000000 Penalty: 52691.796875
Iteration 35Q: 17 clusters Score -1.065828e+08 nChanged 22407
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 3 contains 52061 members 
Mstep: Class 5 contains 2316 members 
Mstep: Class 6 contains 48629 members 
Mstep: Class 7 contains 94325 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 47378 members 
Mstep: Class 11 contains 660 members 
Mstep: Class 12 contains 15139 members 
Mstep: Class 13 contains 45994 members 
Mstep: Class 14 contains 46875 members 
Mstep: Class 15 contains 38330 members 
Mstep: Class 16 contains 82707 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 50152 members 
Mstep: Class 19 contains 56129 members 
Mstep: Class 21 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106587792.000000 Penalty: 52691.796875
Iteration 36Q: 17 clusters Score -1.065878e+08 nChanged 20739
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 3 contains 52492 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 48001 members 
Mstep: Class 7 contains 94479 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 47224 members 
Mstep: Class 11 contains 660 members 
Mstep: Class 12 contains 16180 members 
Mstep: Class 13 contains 45551 members 
Mstep: Class 14 contains 47018 members 
Mstep: Class 15 contains 44270 members 
Mstep: Class 16 contains 77159 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 50015 members 
Mstep: Class 19 contains 55388 members 
Mstep: Class 21 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106592168.000000 Penalty: 52691.796875
Iteration 37Q: 17 clusters Score -1.065922e+08 nChanged 21093
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 3 contains 52544 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 47850 members 
Mstep: Class 7 contains 93916 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 46241 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 12 contains 17434 members 
Mstep: Class 13 contains 45187 members 
Mstep: Class 14 contains 46956 members 
Mstep: Class 15 contains 51460 members 
Mstep: Class 16 contains 71544 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 49947 members 
Mstep: Class 19 contains 54754 members 
Mstep: Class 21 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106594888.000000 Penalty: 52691.796875
Iteration 38Q: 17 clusters Score -1.065949e+08 nChanged 23507
Entering ConstructFrom: 
Score: -106594888.000000 Penalty: 52691.796875
Entering ConstructFrom: 
Trying to split cluster 3 (53058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Entering Unmasked Estep 
Score: -9871156.000000 Penalty: 2698.026855
	Iteration 0F: 2 clusters Score -9871156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -9846028.000000 Penalty: 5396.053711
	Iteration 0F: 3 clusters Score -9846028 nChanged 24511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -9859699.000000 Penalty: 5396.053711
	Iteration 1F: 3 clusters Score -9859699 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -9860336.000000 Penalty: 5396.053711
	Iteration 2Q: 3 clusters Score -9860336 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -9861191.000000 Penalty: 5396.053711
	Iteration 3Q: 3 clusters Score -9861191 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -9862299.000000 Penalty: 5396.053711
	Iteration 4F: 3 clusters Score -9862299 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -9863989.000000 Penalty: 5396.053711
	Iteration 5F: 3 clusters Score -9863989 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -9866520.000000 Penalty: 5396.053711
	Iteration 6F: 3 clusters Score -9866520 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -9869560.000000 Penalty: 5396.053711
	Iteration 7F: 3 clusters Score -9869560 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -9872301.000000 Penalty: 5396.053711
	Iteration 8F: 3 clusters Score -9872301 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -9874004.000000 Penalty: 5396.053711
	Iteration 9Q: 3 clusters Score -9874004 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -9874803.000000 Penalty: 5396.053711
	Iteration 10Q: 3 clusters Score -9874803 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -9874956.000000 Penalty: 5396.053711
	Iteration 11Q: 3 clusters Score -9874956 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -9875048.000000 Penalty: 5396.053711
	Iteration 12Q: 3 clusters Score -9875048 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -9875157.000000 Penalty: 5396.053711
	Iteration 13Q: 3 clusters Score -9875157 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -9875205.000000 Penalty: 5396.053711
	Iteration 14Q: 3 clusters Score -9875205 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -9875267.000000 Penalty: 5396.053711
	Iteration 15Q: 3 clusters Score -9875267 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -9875329.000000 Penalty: 5396.053711
	Iteration 16Q: 3 clusters Score -9875329 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -9875372.000000 Penalty: 5396.053711
	Iteration 17Q: 3 clusters Score -9875372 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -9875420.000000 Penalty: 5396.053711
	Iteration 18Q: 3 clusters Score -9875420 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -9875428.000000 Penalty: 5396.053711
	Iteration 19Q: 3 clusters Score -9875428 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -9875417.000000 Penalty: 5396.053711
	Iteration 20F: 3 clusters Score -9875417 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -9875400.000000 Penalty: 5396.053711
	Iteration 21Q: 3 clusters Score -9875400 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -9875330.000000 Penalty: 5396.053711
	Iteration 22Q: 3 clusters Score -9875330 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -9875259.000000 Penalty: 5396.053711
	Iteration 23Q: 3 clusters Score -9875259 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -9875167.000000 Penalty: 5396.053711
	Iteration 24Q: 3 clusters Score -9875167 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -9874971.000000 Penalty: 5396.053711
	Iteration 25Q: 3 clusters Score -9874971 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -9874746.000000 Penalty: 5396.053711
	Iteration 26Q: 3 clusters Score -9874746 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -9874531.000000 Penalty: 5396.053711
	Iteration 27Q: 3 clusters Score -9874531 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -9874214.000000 Penalty: 5396.053711
	Iteration 28Q: 3 clusters Score -9874214 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -9873874.000000 Penalty: 5396.053711
	Iteration 29Q: 3 clusters Score -9873874 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -9873598.000000 Penalty: 5396.053711
	Iteration 30Q: 3 clusters Score -9873598 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -9873269.000000 Penalty: 5396.053711
	Iteration 31Q: 3 clusters Score -9873269 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -9873011.000000 Penalty: 5396.053711
	Iteration 32Q: 3 clusters Score -9873011 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -9872724.000000 Penalty: 5396.053711
	Iteration 33Q: 3 clusters Score -9872724 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -9872456.000000 Penalty: 5396.053711
	Iteration 34Q: 3 clusters Score -9872456 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -9872231.000000 Penalty: 5396.053711
	Iteration 35Q: 3 clusters Score -9872231 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9872001.000000 Penalty: 5396.053711
	Iteration 36Q: 3 clusters Score -9872001 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -9871794.000000 Penalty: 5396.053711
	Iteration 37Q: 3 clusters Score -9871794 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -9871584.000000 Penalty: 5396.053711
	Iteration 38Q: 3 clusters Score -9871584 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9871432.000000 Penalty: 5396.053711
	Iteration 39Q: 3 clusters Score -9871432 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9871278.000000 Penalty: 5396.053711
	Iteration 40F: 3 clusters Score -9871278 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9871129.000000 Penalty: 5396.053711
	Iteration 41Q: 3 clusters Score -9871129 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -9870970.000000 Penalty: 5396.053711
	Iteration 42Q: 3 clusters Score -9870970 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9870877.000000 Penalty: 5396.053711
	Iteration 43Q: 3 clusters Score -9870877 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9870756.000000 Penalty: 5396.053711
	Iteration 44Q: 3 clusters Score -9870756 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9870658.000000 Penalty: 5396.053711
	Iteration 45Q: 3 clusters Score -9870658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9870600.000000 Penalty: 5396.053711
	Iteration 46Q: 3 clusters Score -9870600 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9870574.000000 Penalty: 5396.053711
	Iteration 47Q: 3 clusters Score -9870574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9870512.000000 Penalty: 5396.053711
	Iteration 48Q: 3 clusters Score -9870512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9870436.000000 Penalty: 5396.053711
	Iteration 49Q: 3 clusters Score -9870436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -9870427.000000 Penalty: 5396.053711
	Iteration 50Q: 3 clusters Score -9870427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9870359.000000 Penalty: 5396.053711
	Iteration 51Q: 3 clusters Score -9870359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9870348.000000 Penalty: 5396.053711
	Iteration 52Q: 3 clusters Score -9870348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -9870331.000000 Penalty: 5396.053711
	Iteration 53Q: 3 clusters Score -9870331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9870318.000000 Penalty: 5396.053711
	Iteration 54Q: 3 clusters Score -9870318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9870304.000000 Penalty: 5396.053711
	Iteration 55Q: 3 clusters Score -9870304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9870298.000000 Penalty: 5396.053711
	Iteration 56Q: 3 clusters Score -9870298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9870292.000000 Penalty: 5396.053711
	Iteration 57Q: 3 clusters Score -9870292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9870269.000000 Penalty: 5396.053711
	Iteration 58Q: 3 clusters Score -9870269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9870253.000000 Penalty: 5396.053711
	Iteration 59Q: 3 clusters Score -9870253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9870250.000000 Penalty: 5396.053711
	Iteration 60F: 3 clusters Score -9870250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9870242.000000 Penalty: 5396.053711
	Iteration 61Q: 3 clusters Score -9870242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9870232.000000 Penalty: 5396.053711
	Iteration 62Q: 3 clusters Score -9870232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9870241.000000 Penalty: 5396.053711
	Iteration 63Q: 3 clusters Score -9870241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9870219.000000 Penalty: 5396.053711
	Iteration 64Q: 3 clusters Score -9870219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9870191.000000 Penalty: 5396.053711
	Iteration 65Q: 3 clusters Score -9870191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9870184.000000 Penalty: 5396.053711
	Iteration 66Q: 3 clusters Score -9870184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9870175.000000 Penalty: 5396.053711
	Iteration 67Q: 3 clusters Score -9870175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9870170.000000 Penalty: 5396.053711
	Iteration 68Q: 3 clusters Score -9870170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9870184.000000 Penalty: 5396.053711
	Iteration 69Q: 3 clusters Score -9870184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9870168.000000 Penalty: 5396.053711
	Iteration 70Q: 3 clusters Score -9870168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9870165.000000 Penalty: 5396.053711
	Iteration 71Q: 3 clusters Score -9870165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9870165.000000 Penalty: 5396.053711
	Iteration 72F: 3 clusters Score -9870165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -377895.968750 Penalty: 1908.435181
	Iteration 0F: 2 clusters Score -377896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -375234.375000 Penalty: 3816.870361
	Iteration 0F: 3 clusters Score -375234.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -375914.906250 Penalty: 3816.870361
	Iteration 1F: 3 clusters Score -375914.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -376126.562500 Penalty: 3816.870361
	Iteration 2F: 3 clusters Score -376126.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -376238.906250 Penalty: 3816.870361
	Iteration 3F: 3 clusters Score -376238.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -376325.406250 Penalty: 3816.870361
	Iteration 4Q: 3 clusters Score -376325.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -376375.187500 Penalty: 3816.870361
	Iteration 5Q: 3 clusters Score -376375.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -376415.593750 Penalty: 3816.870361
	Iteration 6Q: 3 clusters Score -376415.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -376445.687500 Penalty: 3816.870361
	Iteration 7Q: 3 clusters Score -376445.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -376460.593750 Penalty: 3816.870361
	Iteration 8Q: 3 clusters Score -376460.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -376469.468750 Penalty: 3816.870361
	Iteration 9Q: 3 clusters Score -376469.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -376477.687500 Penalty: 3816.870361
	Iteration 10Q: 3 clusters Score -376477.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -376488.187500 Penalty: 3816.870361
	Iteration 11Q: 3 clusters Score -376488.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -376497.562500 Penalty: 3816.870361
	Iteration 12Q: 3 clusters Score -376497.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -376504.812500 Penalty: 3816.870361
	Iteration 13Q: 3 clusters Score -376504.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -376515.562500 Penalty: 3816.870361
	Iteration 14Q: 3 clusters Score -376515.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -376526.281250 Penalty: 3816.870361
	Iteration 15Q: 3 clusters Score -376526.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -376538.906250 Penalty: 3816.870361
	Iteration 16Q: 3 clusters Score -376538.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -376549.468750 Penalty: 3816.870361
	Iteration 17Q: 3 clusters Score -376549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -376554.375000 Penalty: 3816.870361
	Iteration 18Q: 3 clusters Score -376554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -376559.593750 Penalty: 3816.870361
	Iteration 19Q: 3 clusters Score -376559.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -376566.062500 Penalty: 3816.870361
	Iteration 20F: 3 clusters Score -376566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -376568.406250 Penalty: 3816.870361
	Iteration 21Q: 3 clusters Score -376568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -376572.593750 Penalty: 3816.870361
	Iteration 22Q: 3 clusters Score -376572.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -376575.843750 Penalty: 3816.870361
	Iteration 23Q: 3 clusters Score -376575.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -376582.875000 Penalty: 3816.870361
	Iteration 24Q: 3 clusters Score -376582.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -376587.687500 Penalty: 3816.870361
	Iteration 25Q: 3 clusters Score -376587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -376590.343750 Penalty: 3816.870361
	Iteration 26Q: 3 clusters Score -376590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -376590.312500 Penalty: 3816.870361
	Iteration 27Q: 3 clusters Score -376590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -376592.218750 Penalty: 3816.870361
	Iteration 28Q: 3 clusters Score -376592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -376593.343750 Penalty: 3816.870361
	Iteration 29Q: 3 clusters Score -376593.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -376593.718750 Penalty: 3816.870361
	Iteration 30Q: 3 clusters Score -376593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -376593.718750 Penalty: 3816.870361
	Iteration 31F: 3 clusters Score -376593.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Entering Unmasked Estep 
Score: -8864335.000000 Penalty: 2673.516846
	Iteration 0F: 2 clusters Score -8864335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -8834755.000000 Penalty: 5347.033691
	Iteration 0F: 3 clusters Score -8834755 nChanged 22225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -8847011.000000 Penalty: 5347.033691
	Iteration 1F: 3 clusters Score -8847011 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -8847603.000000 Penalty: 5347.033691
	Iteration 2Q: 3 clusters Score -8847603 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -8848286.000000 Penalty: 5347.033691
	Iteration 3Q: 3 clusters Score -8848286 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -8849025.000000 Penalty: 5347.033691
	Iteration 4Q: 3 clusters Score -8849025 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -8849958.000000 Penalty: 5347.033691
	Iteration 5Q: 3 clusters Score -8849958 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -8850996.000000 Penalty: 5347.033691
	Iteration 6Q: 3 clusters Score -8850996 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -8852221.000000 Penalty: 5347.033691
	Iteration 7Q: 3 clusters Score -8852221 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -8853662.000000 Penalty: 5347.033691
	Iteration 8F: 3 clusters Score -8853662 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -8855346.000000 Penalty: 5347.033691
	Iteration 9F: 3 clusters Score -8855346 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -8856988.000000 Penalty: 5347.033691
	Iteration 10F: 3 clusters Score -8856988 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -8858100.000000 Penalty: 5347.033691
	Iteration 11Q: 3 clusters Score -8858100 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -8858577.000000 Penalty: 5347.033691
	Iteration 12Q: 3 clusters Score -8858577 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -8858855.000000 Penalty: 5347.033691
	Iteration 13Q: 3 clusters Score -8858855 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -8859018.000000 Penalty: 5347.033691
	Iteration 14Q: 3 clusters Score -8859018 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -8859082.000000 Penalty: 5347.033691
	Iteration 15Q: 3 clusters Score -8859082 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -8859122.000000 Penalty: 5347.033691
	Iteration 16Q: 3 clusters Score -8859122 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -8859197.000000 Penalty: 5347.033691
	Iteration 17Q: 3 clusters Score -8859197 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -8859255.000000 Penalty: 5347.033691
	Iteration 18Q: 3 clusters Score -8859255 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -8859300.000000 Penalty: 5347.033691
	Iteration 19Q: 3 clusters Score -8859300 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -8859355.000000 Penalty: 5347.033691
	Iteration 20F: 3 clusters Score -8859355 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -8859395.000000 Penalty: 5347.033691
	Iteration 21Q: 3 clusters Score -8859395 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -8859438.000000 Penalty: 5347.033691
	Iteration 22Q: 3 clusters Score -8859438 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -8859463.000000 Penalty: 5347.033691
	Iteration 23Q: 3 clusters Score -8859463 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -8859492.000000 Penalty: 5347.033691
	Iteration 24Q: 3 clusters Score -8859492 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -8859522.000000 Penalty: 5347.033691
	Iteration 25Q: 3 clusters Score -8859522 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -8859547.000000 Penalty: 5347.033691
	Iteration 26Q: 3 clusters Score -8859547 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -8859595.000000 Penalty: 5347.033691
	Iteration 27Q: 3 clusters Score -8859595 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -8859612.000000 Penalty: 5347.033691
	Iteration 28Q: 3 clusters Score -8859612 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -8859640.000000 Penalty: 5347.033691
	Iteration 29Q: 3 clusters Score -8859640 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -8859683.000000 Penalty: 5347.033691
	Iteration 30Q: 3 clusters Score -8859683 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -8859688.000000 Penalty: 5347.033691
	Iteration 31Q: 3 clusters Score -8859688 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -8859697.000000 Penalty: 5347.033691
	Iteration 32Q: 3 clusters Score -8859697 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -8859709.000000 Penalty: 5347.033691
	Iteration 33Q: 3 clusters Score -8859709 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -8859740.000000 Penalty: 5347.033691
	Iteration 34Q: 3 clusters Score -8859740 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -8859760.000000 Penalty: 5347.033691
	Iteration 35Q: 3 clusters Score -8859760 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -8859750.000000 Penalty: 5347.033691
	Iteration 36Q: 3 clusters Score -8859750 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8859800.000000 Penalty: 5347.033691
	Iteration 37Q: 3 clusters Score -8859800 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -8859833.000000 Penalty: 5347.033691
	Iteration 38Q: 3 clusters Score -8859833 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -8859845.000000 Penalty: 5347.033691
	Iteration 39Q: 3 clusters Score -8859845 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -8859880.000000 Penalty: 5347.033691
	Iteration 40F: 3 clusters Score -8859880 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -8859923.000000 Penalty: 5347.033691
	Iteration 41Q: 3 clusters Score -8859923 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -8859989.000000 Penalty: 5347.033691
	Iteration 42Q: 3 clusters Score -8859989 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -8860023.000000 Penalty: 5347.033691
	Iteration 43Q: 3 clusters Score -8860023 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -8860062.000000 Penalty: 5347.033691
	Iteration 44Q: 3 clusters Score -8860062 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -8860051.000000 Penalty: 5347.033691
	Iteration 45Q: 3 clusters Score -8860051 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -8860105.000000 Penalty: 5347.033691
	Iteration 46Q: 3 clusters Score -8860105 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -8860147.000000 Penalty: 5347.033691
	Iteration 47Q: 3 clusters Score -8860147 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -8860218.000000 Penalty: 5347.033691
	Iteration 48Q: 3 clusters Score -8860218 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -8860303.000000 Penalty: 5347.033691
	Iteration 49Q: 3 clusters Score -8860303 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -8860378.000000 Penalty: 5347.033691
	Iteration 50Q: 3 clusters Score -8860378 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -8860518.000000 Penalty: 5347.033691
	Iteration 51Q: 3 clusters Score -8860518 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -8860734.000000 Penalty: 5347.033691
	Iteration 52Q: 3 clusters Score -8860734 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -8860900.000000 Penalty: 5347.033691
	Iteration 53Q: 3 clusters Score -8860900 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -8861135.000000 Penalty: 5347.033691
	Iteration 54Q: 3 clusters Score -8861135 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -8861332.000000 Penalty: 5347.033691
	Iteration 55Q: 3 clusters Score -8861332 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -8861554.000000 Penalty: 5347.033691
	Iteration 56Q: 3 clusters Score -8861554 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -8861720.000000 Penalty: 5347.033691
	Iteration 57Q: 3 clusters Score -8861720 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -8861974.000000 Penalty: 5347.033691
	Iteration 58Q: 3 clusters Score -8861974 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -8862147.000000 Penalty: 5347.033691
	Iteration 59Q: 3 clusters Score -8862147 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -8862283.000000 Penalty: 5347.033691
	Iteration 60F: 3 clusters Score -8862283 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -8862439.000000 Penalty: 5347.033691
	Iteration 61Q: 3 clusters Score -8862439 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -8862545.000000 Penalty: 5347.033691
	Iteration 62Q: 3 clusters Score -8862545 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -8862658.000000 Penalty: 5347.033691
	Iteration 63Q: 3 clusters Score -8862658 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -8862796.000000 Penalty: 5347.033691
	Iteration 64Q: 3 clusters Score -8862796 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -8862941.000000 Penalty: 5347.033691
	Iteration 65Q: 3 clusters Score -8862941 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -8863054.000000 Penalty: 5347.033691
	Iteration 66Q: 3 clusters Score -8863054 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -8863169.000000 Penalty: 5347.033691
	Iteration 67Q: 3 clusters Score -8863169 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -8863318.000000 Penalty: 5347.033691
	Iteration 68Q: 3 clusters Score -8863318 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -8863444.000000 Penalty: 5347.033691
	Iteration 69Q: 3 clusters Score -8863444 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -8863608.000000 Penalty: 5347.033691
	Iteration 70Q: 3 clusters Score -8863608 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -8863723.000000 Penalty: 5347.033691
	Iteration 71Q: 3 clusters Score -8863723 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -8863855.000000 Penalty: 5347.033691
	Iteration 72Q: 3 clusters Score -8863855 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -8863989.000000 Penalty: 5347.033691
	Iteration 73Q: 3 clusters Score -8863989 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -8864165.000000 Penalty: 5347.033691
	Iteration 74Q: 3 clusters Score -8864165 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -8864287.000000 Penalty: 5347.033691
	Iteration 75Q: 3 clusters Score -8864287 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -8864407.000000 Penalty: 5347.033691
	Iteration 76Q: 3 clusters Score -8864407 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -8864520.000000 Penalty: 5347.033691
	Iteration 77Q: 3 clusters Score -8864520 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -8864631.000000 Penalty: 5347.033691
	Iteration 78Q: 3 clusters Score -8864631 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -8864773.000000 Penalty: 5347.033691
	Iteration 79Q: 3 clusters Score -8864773 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -8864855.000000 Penalty: 5347.033691
	Iteration 80F: 3 clusters Score -8864855 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -8864936.000000 Penalty: 5347.033691
	Iteration 81Q: 3 clusters Score -8864936 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -8865038.000000 Penalty: 5347.033691
	Iteration 82Q: 3 clusters Score -8865038 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -8865040.000000 Penalty: 5347.033691
	Iteration 83Q: 3 clusters Score -8865040 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -8865002.000000 Penalty: 5347.033691
	Iteration 84Q: 3 clusters Score -8865002 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8864937.000000 Penalty: 5347.033691
	Iteration 85Q: 3 clusters Score -8864937 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -8864787.000000 Penalty: 5347.033691
	Iteration 86Q: 3 clusters Score -8864787 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -8864636.000000 Penalty: 5347.033691
	Iteration 87Q: 3 clusters Score -8864636 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -8864365.000000 Penalty: 5347.033691
	Iteration 88Q: 3 clusters Score -8864365 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8864207.000000 Penalty: 5347.033691
	Iteration 89Q: 3 clusters Score -8864207 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8863970.000000 Penalty: 5347.033691
	Iteration 90Q: 3 clusters Score -8863970 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8863839.000000 Penalty: 5347.033691
	Iteration 91Q: 3 clusters Score -8863839 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8863728.000000 Penalty: 5347.033691
	Iteration 92Q: 3 clusters Score -8863728 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8863630.000000 Penalty: 5347.033691
	Iteration 93Q: 3 clusters Score -8863630 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8863590.000000 Penalty: 5347.033691
	Iteration 94Q: 3 clusters Score -8863590 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8863561.000000 Penalty: 5347.033691
	Iteration 95Q: 3 clusters Score -8863561 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8863530.000000 Penalty: 5347.033691
	Iteration 96Q: 3 clusters Score -8863530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8863475.000000 Penalty: 5347.033691
	Iteration 97Q: 3 clusters Score -8863475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8863458.000000 Penalty: 5347.033691
	Iteration 98Q: 3 clusters Score -8863458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8863445.000000 Penalty: 5347.033691
	Iteration 99Q: 3 clusters Score -8863445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8863428.000000 Penalty: 5347.033691
	Iteration 100F: 3 clusters Score -8863428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8863414.000000 Penalty: 5347.033691
	Iteration 101Q: 3 clusters Score -8863414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8863392.000000 Penalty: 5347.033691
	Iteration 102Q: 3 clusters Score -8863392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8863379.000000 Penalty: 5347.033691
	Iteration 103Q: 3 clusters Score -8863379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8863358.000000 Penalty: 5347.033691
	Iteration 104Q: 3 clusters Score -8863358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8863329.000000 Penalty: 5347.033691
	Iteration 105Q: 3 clusters Score -8863329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8863327.000000 Penalty: 5347.033691
	Iteration 106Q: 3 clusters Score -8863327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8863327.000000 Penalty: 5347.033691
	Iteration 107Q: 3 clusters Score -8863327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8863327.000000 Penalty: 5347.033691
	Iteration 108Q: 3 clusters Score -8863327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8863317.000000 Penalty: 5347.033691
	Iteration 109Q: 3 clusters Score -8863317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8863324.000000 Penalty: 5347.033691
	Iteration 110Q: 3 clusters Score -8863324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8863318.000000 Penalty: 5347.033691
	Iteration 111Q: 3 clusters Score -8863318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8863313.000000 Penalty: 5347.033691
	Iteration 112Q: 3 clusters Score -8863313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8863313.000000 Penalty: 5347.033691
	Iteration 113F: 3 clusters Score -8863313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Entering Unmasked Estep 
Score: -17031534.000000 Penalty: 2838.253662
	Iteration 0F: 2 clusters Score -1.703153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -16996430.000000 Penalty: 5676.507324
	Iteration 0F: 3 clusters Score -1.699643e+07 nChanged 44356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -17021574.000000 Penalty: 5676.507324
	Iteration 1F: 3 clusters Score -1.702157e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -17022372.000000 Penalty: 5676.507324
	Iteration 2Q: 3 clusters Score -1.702237e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -17023548.000000 Penalty: 5676.507324
	Iteration 3Q: 3 clusters Score -1.702355e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -17024762.000000 Penalty: 5676.507324
	Iteration 4F: 3 clusters Score -1.702476e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -17026856.000000 Penalty: 5676.507324
	Iteration 5F: 3 clusters Score -1.702686e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -17030158.000000 Penalty: 5676.507324
	Iteration 6F: 3 clusters Score -1.703016e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -17034376.000000 Penalty: 5676.507324
	Iteration 7F: 3 clusters Score -1.703438e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -17038078.000000 Penalty: 5676.507324
	Iteration 8F: 3 clusters Score -1.703808e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -17039552.000000 Penalty: 5676.507324
	Iteration 9F: 3 clusters Score -1.703955e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -17040046.000000 Penalty: 5676.507324
	Iteration 10Q: 3 clusters Score -1.704005e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -17040356.000000 Penalty: 5676.507324
	Iteration 11Q: 3 clusters Score -1.704036e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -17040938.000000 Penalty: 5676.507324
	Iteration 12Q: 3 clusters Score -1.704094e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -17041466.000000 Penalty: 5676.507324
	Iteration 13Q: 3 clusters Score -1.704147e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -17041506.000000 Penalty: 5676.507324
	Iteration 14Q: 3 clusters Score -1.704151e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -17041096.000000 Penalty: 5676.507324
	Iteration 15Q: 3 clusters Score -1.70411e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -17040960.000000 Penalty: 5676.507324
	Iteration 16Q: 3 clusters Score -1.704096e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -17041004.000000 Penalty: 5676.507324
	Iteration 17Q: 3 clusters Score -1.7041e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -17041050.000000 Penalty: 5676.507324
	Iteration 18Q: 3 clusters Score -1.704105e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -17040820.000000 Penalty: 5676.507324
	Iteration 19Q: 3 clusters Score -1.704082e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -17040990.000000 Penalty: 5676.507324
	Iteration 20F: 3 clusters Score -1.704099e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -17040878.000000 Penalty: 5676.507324
	Iteration 21Q: 3 clusters Score -1.704088e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -17040632.000000 Penalty: 5676.507324
	Iteration 22Q: 3 clusters Score -1.704063e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -17040464.000000 Penalty: 5676.507324
	Iteration 23Q: 3 clusters Score -1.704046e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -17040296.000000 Penalty: 5676.507324
	Iteration 24Q: 3 clusters Score -1.70403e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 63027 members 
Entering Unmasked Estep 
Score: -17040216.000000 Penalty: 5676.507324
	Iteration 25Q: 3 clusters Score -1.704022e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -17040120.000000 Penalty: 5676.507324
	Iteration 26Q: 3 clusters Score -1.704012e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -17040168.000000 Penalty: 5676.507324
	Iteration 27Q: 3 clusters Score -1.704017e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -17040288.000000 Penalty: 5676.507324
	Iteration 28Q: 3 clusters Score -1.704029e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -17040522.000000 Penalty: 5676.507324
	Iteration 29Q: 3 clusters Score -1.704052e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -17040604.000000 Penalty: 5676.507324
	Iteration 30Q: 3 clusters Score -1.70406e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -17040728.000000 Penalty: 5676.507324
	Iteration 31Q: 3 clusters Score -1.704073e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -17040844.000000 Penalty: 5676.507324
	Iteration 32Q: 3 clusters Score -1.704084e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -17040926.000000 Penalty: 5676.507324
	Iteration 33Q: 3 clusters Score -1.704093e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -17041058.000000 Penalty: 5676.507324
	Iteration 34Q: 3 clusters Score -1.704106e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -17041328.000000 Penalty: 5676.507324
	Iteration 35Q: 3 clusters Score -1.704133e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -17041510.000000 Penalty: 5676.507324
	Iteration 36Q: 3 clusters Score -1.704151e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -17041672.000000 Penalty: 5676.507324
	Iteration 37Q: 3 clusters Score -1.704167e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -17041838.000000 Penalty: 5676.507324
	Iteration 38Q: 3 clusters Score -1.704184e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -17042154.000000 Penalty: 5676.507324
	Iteration 39Q: 3 clusters Score -1.704215e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -17042330.000000 Penalty: 5676.507324
	Iteration 40F: 3 clusters Score -1.704233e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -17042370.000000 Penalty: 5676.507324
	Iteration 41Q: 3 clusters Score -1.704237e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -17042432.000000 Penalty: 5676.507324
	Iteration 42Q: 3 clusters Score -1.704243e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -17042410.000000 Penalty: 5676.507324
	Iteration 43Q: 3 clusters Score -1.704241e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -17042368.000000 Penalty: 5676.507324
	Iteration 44Q: 3 clusters Score -1.704237e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -17042398.000000 Penalty: 5676.507324
	Iteration 45Q: 3 clusters Score -1.70424e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -17042392.000000 Penalty: 5676.507324
	Iteration 46Q: 3 clusters Score -1.704239e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -17042412.000000 Penalty: 5676.507324
	Iteration 47Q: 3 clusters Score -1.704241e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -17042444.000000 Penalty: 5676.507324
	Iteration 48Q: 3 clusters Score -1.704244e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -17042488.000000 Penalty: 5676.507324
	Iteration 49Q: 3 clusters Score -1.704249e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -17042526.000000 Penalty: 5676.507324
	Iteration 50Q: 3 clusters Score -1.704253e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -17042578.000000 Penalty: 5676.507324
	Iteration 51Q: 3 clusters Score -1.704258e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -17042580.000000 Penalty: 5676.507324
	Iteration 52Q: 3 clusters Score -1.704258e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -17042604.000000 Penalty: 5676.507324
	Iteration 53Q: 3 clusters Score -1.70426e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -17042656.000000 Penalty: 5676.507324
	Iteration 54Q: 3 clusters Score -1.704266e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -17042638.000000 Penalty: 5676.507324
	Iteration 55Q: 3 clusters Score -1.704264e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -17042652.000000 Penalty: 5676.507324
	Iteration 56Q: 3 clusters Score -1.704265e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -17042594.000000 Penalty: 5676.507324
	Iteration 57Q: 3 clusters Score -1.704259e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -17042558.000000 Penalty: 5676.507324
	Iteration 58Q: 3 clusters Score -1.704256e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -17042574.000000 Penalty: 5676.507324
	Iteration 59Q: 3 clusters Score -1.704257e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -17042586.000000 Penalty: 5676.507324
	Iteration 60F: 3 clusters Score -1.704259e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -17042558.000000 Penalty: 5676.507324
	Iteration 61Q: 3 clusters Score -1.704256e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -17042542.000000 Penalty: 5676.507324
	Iteration 62Q: 3 clusters Score -1.704254e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -17042568.000000 Penalty: 5676.507324
	Iteration 63Q: 3 clusters Score -1.704257e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -17042558.000000 Penalty: 5676.507324
	Iteration 64Q: 3 clusters Score -1.704256e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -17042546.000000 Penalty: 5676.507324
	Iteration 65Q: 3 clusters Score -1.704255e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -17042564.000000 Penalty: 5676.507324
	Iteration 66Q: 3 clusters Score -1.704256e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -17042550.000000 Penalty: 5676.507324
	Iteration 67Q: 3 clusters Score -1.704255e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -17042550.000000 Penalty: 5676.507324
	Iteration 68Q: 3 clusters Score -1.704255e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -17042546.000000 Penalty: 5676.507324
	Iteration 69Q: 3 clusters Score -1.704255e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -17042538.000000 Penalty: 5676.507324
	Iteration 70Q: 3 clusters Score -1.704254e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -17042544.000000 Penalty: 5676.507324
	Iteration 71Q: 3 clusters Score -1.704254e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -17042546.000000 Penalty: 5676.507324
	Iteration 72Q: 3 clusters Score -1.704255e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -17042536.000000 Penalty: 5676.507324
	Iteration 73Q: 3 clusters Score -1.704254e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -17042548.000000 Penalty: 5676.507324
	Iteration 74Q: 3 clusters Score -1.704255e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -17042560.000000 Penalty: 5676.507324
	Iteration 75Q: 3 clusters Score -1.704256e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -17042548.000000 Penalty: 5676.507324
	Iteration 76Q: 3 clusters Score -1.704255e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -17042550.000000 Penalty: 5676.507324
	Iteration 77Q: 3 clusters Score -1.704255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -17042530.000000 Penalty: 5676.507324
	Iteration 78Q: 3 clusters Score -1.704253e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -17042526.000000 Penalty: 5676.507324
	Iteration 79Q: 3 clusters Score -1.704253e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -17042554.000000 Penalty: 5676.507324
	Iteration 80F: 3 clusters Score -1.704255e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -17042546.000000 Penalty: 5676.507324
	Iteration 81Q: 3 clusters Score -1.704255e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -17042554.000000 Penalty: 5676.507324
	Iteration 82Q: 3 clusters Score -1.704255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -17042556.000000 Penalty: 5676.507324
	Iteration 83Q: 3 clusters Score -1.704256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -17042562.000000 Penalty: 5676.507324
	Iteration 84Q: 3 clusters Score -1.704256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -17042550.000000 Penalty: 5676.507324
	Iteration 85Q: 3 clusters Score -1.704255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -17042556.000000 Penalty: 5676.507324
	Iteration 86Q: 3 clusters Score -1.704256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -17042546.000000 Penalty: 5676.507324
	Iteration 87Q: 3 clusters Score -1.704255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -17042542.000000 Penalty: 5676.507324
	Iteration 88Q: 3 clusters Score -1.704254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -17042544.000000 Penalty: 5676.507324
	Iteration 89Q: 3 clusters Score -1.704254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -17042552.000000 Penalty: 5676.507324
	Iteration 90Q: 3 clusters Score -1.704255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -17042556.000000 Penalty: 5676.507324
	Iteration 91Q: 3 clusters Score -1.704256e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -17042546.000000 Penalty: 5676.507324
	Iteration 92Q: 3 clusters Score -1.704255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -17042532.000000 Penalty: 5676.507324
	Iteration 93Q: 3 clusters Score -1.704253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -17042544.000000 Penalty: 5676.507324
	Iteration 94Q: 3 clusters Score -1.704254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -17042554.000000 Penalty: 5676.507324
	Iteration 95Q: 3 clusters Score -1.704255e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -17042560.000000 Penalty: 5676.507324
	Iteration 96Q: 3 clusters Score -1.704256e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -17042570.000000 Penalty: 5676.507324
	Iteration 97Q: 3 clusters Score -1.704257e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -17042580.000000 Penalty: 5676.507324
	Iteration 98Q: 3 clusters Score -1.704258e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -17042592.000000 Penalty: 5676.507324
	Iteration 99Q: 3 clusters Score -1.704259e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -17042588.000000 Penalty: 5676.507324
	Iteration 100F: 3 clusters Score -1.704259e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -17042556.000000 Penalty: 5676.507324
	Iteration 101Q: 3 clusters Score -1.704256e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -17042566.000000 Penalty: 5676.507324
	Iteration 102Q: 3 clusters Score -1.704257e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -17042572.000000 Penalty: 5676.507324
	Iteration 103Q: 3 clusters Score -1.704257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -17042556.000000 Penalty: 5676.507324
	Iteration 104Q: 3 clusters Score -1.704256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -17042544.000000 Penalty: 5676.507324
	Iteration 105Q: 3 clusters Score -1.704254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -17042548.000000 Penalty: 5676.507324
	Iteration 106Q: 3 clusters Score -1.704255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -17042564.000000 Penalty: 5676.507324
	Iteration 107Q: 3 clusters Score -1.704256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -17042580.000000 Penalty: 5676.507324
	Iteration 108Q: 3 clusters Score -1.704258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -17042566.000000 Penalty: 5676.507324
	Iteration 109Q: 3 clusters Score -1.704257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -17042574.000000 Penalty: 5676.507324
	Iteration 110Q: 3 clusters Score -1.704257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -17042578.000000 Penalty: 5676.507324
	Iteration 111Q: 3 clusters Score -1.704258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -17042580.000000 Penalty: 5676.507324
	Iteration 112Q: 3 clusters Score -1.704258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -17042584.000000 Penalty: 5676.507324
	Iteration 113Q: 3 clusters Score -1.704258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -17042582.000000 Penalty: 5676.507324
	Iteration 114Q: 3 clusters Score -1.704258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -17042556.000000 Penalty: 5676.507324
	Iteration 115Q: 3 clusters Score -1.704256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -17042560.000000 Penalty: 5676.507324
	Iteration 116Q: 3 clusters Score -1.704256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -17042558.000000 Penalty: 5676.507324
	Iteration 117Q: 3 clusters Score -1.704256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -17042558.000000 Penalty: 5676.507324
	Iteration 118Q: 3 clusters Score -1.704256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -17042548.000000 Penalty: 5676.507324
	Iteration 119Q: 3 clusters Score -1.704255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -17042550.000000 Penalty: 5676.507324
	Iteration 120F: 3 clusters Score -1.704255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -17042560.000000 Penalty: 5676.507324
	Iteration 121Q: 3 clusters Score -1.704256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -17042562.000000 Penalty: 5676.507324
	Iteration 122Q: 3 clusters Score -1.704256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -17042566.000000 Penalty: 5676.507324
	Iteration 123Q: 3 clusters Score -1.704257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -17042572.000000 Penalty: 5676.507324
	Iteration 124Q: 3 clusters Score -1.704257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -17042572.000000 Penalty: 5676.507324
	Iteration 125Q: 3 clusters Score -1.704257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -17042578.000000 Penalty: 5676.507324
	Iteration 126Q: 3 clusters Score -1.704258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -17042574.000000 Penalty: 5676.507324
	Iteration 127Q: 3 clusters Score -1.704257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -17042584.000000 Penalty: 5676.507324
	Iteration 128Q: 3 clusters Score -1.704258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -17042584.000000 Penalty: 5676.507324
	Iteration 129Q: 3 clusters Score -1.704258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -17042584.000000 Penalty: 5676.507324
	Iteration 130F: 3 clusters Score -1.704258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 3 contains 53058 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 48065 members 
Mstep: Class 7 contains 45512 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 44500 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 12 contains 18691 members 
Mstep: Class 13 contains 45226 members 
Mstep: Class 14 contains 47121 members 
Mstep: Class 15 contains 57745 members 
Mstep: Class 16 contains 66248 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 49919 members 
Mstep: Class 19 contains 53919 members 
Mstep: Class 21 contains 1527 members 
Entering Unmasked Estep 
Score: -106596368.000000 Penalty: 55985.031250
Splitting cluster 7 changes total score from -106594888.000000 to -106596368.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -227602.984375 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -227603 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 706 members 
Entering Unmasked Estep 
Score: -225561.312500 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -225561.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -226396.140625 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -226396.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -226784.640625 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -226784.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -226935.468750 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -226935.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -227028.593750 Penalty: 3559.801270
	Iteration 4Q: 3 clusters Score -227028.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -227104.984375 Penalty: 3559.801270
	Iteration 5Q: 3 clusters Score -227105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -227149.281250 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -227149.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -227172.234375 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -227172.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -227197.718750 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -227197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -227220.953125 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -227221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -227245.750000 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -227245.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -227276.296875 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -227276.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -227314.828125 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -227314.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -227336.046875 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -227336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -227345.078125 Penalty: 3559.801270
	Iteration 14Q: 3 clusters Score -227345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227352.125000 Penalty: 3559.801270
	Iteration 15Q: 3 clusters Score -227352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -227356.656250 Penalty: 3559.801270
	Iteration 16Q: 3 clusters Score -227356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -227358.250000 Penalty: 3559.801270
	Iteration 17Q: 3 clusters Score -227358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -227358.250000 Penalty: 3559.801270
	Iteration 18F: 3 clusters Score -227358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Entering Unmasked Estep 
Score: -8274236.500000 Penalty: 2654.404541
	Iteration 0F: 2 clusters Score -8274236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -8244611.000000 Penalty: 5308.809082
	Iteration 0F: 3 clusters Score -8244611 nChanged 20694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -8256149.500000 Penalty: 5308.809082
	Iteration 1F: 3 clusters Score -8256150 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -8256688.000000 Penalty: 5308.809082
	Iteration 2Q: 3 clusters Score -8256688 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -8257123.500000 Penalty: 5308.809082
	Iteration 3Q: 3 clusters Score -8257124 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -8257749.000000 Penalty: 5308.809082
	Iteration 4Q: 3 clusters Score -8257749 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -8258608.500000 Penalty: 5308.809082
	Iteration 5Q: 3 clusters Score -8258608 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -8259665.000000 Penalty: 5308.809082
	Iteration 6Q: 3 clusters Score -8259665 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -8261015.000000 Penalty: 5308.809082
	Iteration 7F: 3 clusters Score -8261015 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -8262611.500000 Penalty: 5308.809082
	Iteration 8F: 3 clusters Score -8262612 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -8264432.000000 Penalty: 5308.809082
	Iteration 9F: 3 clusters Score -8264432 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -8266118.000000 Penalty: 5308.809082
	Iteration 10F: 3 clusters Score -8266118 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -8267248.500000 Penalty: 5308.809082
	Iteration 11Q: 3 clusters Score -8267248 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -8267755.000000 Penalty: 5308.809082
	Iteration 12Q: 3 clusters Score -8267755 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -8268086.000000 Penalty: 5308.809082
	Iteration 13Q: 3 clusters Score -8268086 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -8268330.000000 Penalty: 5308.809082
	Iteration 14Q: 3 clusters Score -8268330 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -8268545.500000 Penalty: 5308.809082
	Iteration 15Q: 3 clusters Score -8268546 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -8268750.500000 Penalty: 5308.809082
	Iteration 16Q: 3 clusters Score -8268750 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -8268978.000000 Penalty: 5308.809082
	Iteration 17Q: 3 clusters Score -8268978 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -8269281.500000 Penalty: 5308.809082
	Iteration 18Q: 3 clusters Score -8269282 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -8269566.000000 Penalty: 5308.809082
	Iteration 19Q: 3 clusters Score -8269566 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -8269828.000000 Penalty: 5308.809082
	Iteration 20F: 3 clusters Score -8269828 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -8270019.000000 Penalty: 5308.809082
	Iteration 21Q: 3 clusters Score -8270019 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -8270312.000000 Penalty: 5308.809082
	Iteration 22Q: 3 clusters Score -8270312 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -8270530.000000 Penalty: 5308.809082
	Iteration 23Q: 3 clusters Score -8270530 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -8270747.500000 Penalty: 5308.809082
	Iteration 24Q: 3 clusters Score -8270748 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -8271010.500000 Penalty: 5308.809082
	Iteration 25Q: 3 clusters Score -8271010 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -8271218.000000 Penalty: 5308.809082
	Iteration 26Q: 3 clusters Score -8271218 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -8271394.500000 Penalty: 5308.809082
	Iteration 27Q: 3 clusters Score -8271394 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -8271565.500000 Penalty: 5308.809082
	Iteration 28Q: 3 clusters Score -8271566 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -8271727.000000 Penalty: 5308.809082
	Iteration 29Q: 3 clusters Score -8271727 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -8271898.000000 Penalty: 5308.809082
	Iteration 30Q: 3 clusters Score -8271898 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -8272059.500000 Penalty: 5308.809082
	Iteration 31Q: 3 clusters Score -8272060 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -8272193.000000 Penalty: 5308.809082
	Iteration 32Q: 3 clusters Score -8272193 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -8272336.000000 Penalty: 5308.809082
	Iteration 33Q: 3 clusters Score -8272336 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -8272433.500000 Penalty: 5308.809082
	Iteration 34Q: 3 clusters Score -8272434 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -8272505.500000 Penalty: 5308.809082
	Iteration 35Q: 3 clusters Score -8272506 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -8272571.000000 Penalty: 5308.809082
	Iteration 36Q: 3 clusters Score -8272571 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -8272618.500000 Penalty: 5308.809082
	Iteration 37Q: 3 clusters Score -8272618 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -8272660.500000 Penalty: 5308.809082
	Iteration 38Q: 3 clusters Score -8272660 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8272704.000000 Penalty: 5308.809082
	Iteration 39Q: 3 clusters Score -8272704 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -8272737.500000 Penalty: 5308.809082
	Iteration 40F: 3 clusters Score -8272738 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -8272764.000000 Penalty: 5308.809082
	Iteration 41Q: 3 clusters Score -8272764 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -8272812.500000 Penalty: 5308.809082
	Iteration 42Q: 3 clusters Score -8272812 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -8272845.500000 Penalty: 5308.809082
	Iteration 43Q: 3 clusters Score -8272846 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -8272903.000000 Penalty: 5308.809082
	Iteration 44Q: 3 clusters Score -8272903 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -8272949.000000 Penalty: 5308.809082
	Iteration 45Q: 3 clusters Score -8272949 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8272955.500000 Penalty: 5308.809082
	Iteration 46Q: 3 clusters Score -8272956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8272977.000000 Penalty: 5308.809082
	Iteration 47Q: 3 clusters Score -8272977 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8272999.500000 Penalty: 5308.809082
	Iteration 48Q: 3 clusters Score -8273000 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8273011.000000 Penalty: 5308.809082
	Iteration 49Q: 3 clusters Score -8273011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8273013.500000 Penalty: 5308.809082
	Iteration 50Q: 3 clusters Score -8273014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8273017.000000 Penalty: 5308.809082
	Iteration 51Q: 3 clusters Score -8273017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8273023.500000 Penalty: 5308.809082
	Iteration 52Q: 3 clusters Score -8273024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8273020.500000 Penalty: 5308.809082
	Iteration 53Q: 3 clusters Score -8273020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8273028.500000 Penalty: 5308.809082
	Iteration 54Q: 3 clusters Score -8273028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -8273048.000000 Penalty: 5308.809082
	Iteration 55Q: 3 clusters Score -8273048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8273050.000000 Penalty: 5308.809082
	Iteration 56Q: 3 clusters Score -8273050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8273050.000000 Penalty: 5308.809082
	Iteration 57Q: 3 clusters Score -8273050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8273048.000000 Penalty: 5308.809082
	Iteration 58Q: 3 clusters Score -8273048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8273047.500000 Penalty: 5308.809082
	Iteration 59Q: 3 clusters Score -8273048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8273041.500000 Penalty: 5308.809082
	Iteration 60F: 3 clusters Score -8273042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8273054.500000 Penalty: 5308.809082
	Iteration 61Q: 3 clusters Score -8273054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8273084.000000 Penalty: 5308.809082
	Iteration 62Q: 3 clusters Score -8273084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8273080.500000 Penalty: 5308.809082
	Iteration 63Q: 3 clusters Score -8273080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8273069.000000 Penalty: 5308.809082
	Iteration 64Q: 3 clusters Score -8273069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8273066.500000 Penalty: 5308.809082
	Iteration 65Q: 3 clusters Score -8273066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8273078.500000 Penalty: 5308.809082
	Iteration 66Q: 3 clusters Score -8273078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8273084.500000 Penalty: 5308.809082
	Iteration 67Q: 3 clusters Score -8273084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8273066.500000 Penalty: 5308.809082
	Iteration 68Q: 3 clusters Score -8273066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8273077.500000 Penalty: 5308.809082
	Iteration 69Q: 3 clusters Score -8273078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8273079.000000 Penalty: 5308.809082
	Iteration 70Q: 3 clusters Score -8273079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8273078.000000 Penalty: 5308.809082
	Iteration 71Q: 3 clusters Score -8273078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8273073.000000 Penalty: 5308.809082
	Iteration 72Q: 3 clusters Score -8273073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8273078.000000 Penalty: 5308.809082
	Iteration 73Q: 3 clusters Score -8273078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8273073.000000 Penalty: 5308.809082
	Iteration 74Q: 3 clusters Score -8273073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8273071.000000 Penalty: 5308.809082
	Iteration 75Q: 3 clusters Score -8273071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8273067.500000 Penalty: 5308.809082
	Iteration 76Q: 3 clusters Score -8273068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8273068.500000 Penalty: 5308.809082
	Iteration 77Q: 3 clusters Score -8273068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8273055.500000 Penalty: 5308.809082
	Iteration 78Q: 3 clusters Score -8273056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8273058.000000 Penalty: 5308.809082
	Iteration 79Q: 3 clusters Score -8273058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8273062.500000 Penalty: 5308.809082
	Iteration 80F: 3 clusters Score -8273062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -60052.242188 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -60052.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58875.441406 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -58875.44 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60043.203125 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -60043.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60971.640625 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -60971.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61510.792969 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -61510.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61793.828125 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -61793.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61814.207031 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -61814.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61829.429688 Penalty: 3219.398926
	Iteration 6F: 3 clusters Score -61829.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61905.242188 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -61905.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61918.902344 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -61918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61958.136719 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -61958.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61963.480469 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -61963.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61973.812500 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -61973.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61973.812500 Penalty: 3219.398926
	Iteration 12F: 3 clusters Score -61973.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 222 members 
Mstep: Class 3 contains 53058 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 48065 members 
Mstep: Class 7 contains 45512 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 44500 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 18691 members 
Mstep: Class 13 contains 45226 members 
Mstep: Class 14 contains 47121 members 
Mstep: Class 15 contains 57745 members 
Mstep: Class 16 contains 66248 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 49919 members 
Mstep: Class 19 contains 53919 members 
Mstep: Class 21 contains 1527 members 
Entering Unmasked Estep 
Score: -106596576.000000 Penalty: 59278.269531
Splitting cluster 11 changes total score from -106594888.000000 to -106596576.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 12 (18691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Entering Unmasked Estep 
Score: -3362049.000000 Penalty: 2439.277832
	Iteration 0F: 2 clusters Score -3362049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3348843.500000 Penalty: 4878.555664
	Iteration 0F: 3 clusters Score -3348844 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -3352964.000000 Penalty: 4878.555664
	Iteration 1F: 3 clusters Score -3352964 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3353313.500000 Penalty: 4878.555664
	Iteration 2F: 3 clusters Score -3353314 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3353566.750000 Penalty: 4878.555664
	Iteration 3Q: 3 clusters Score -3353567 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3353776.500000 Penalty: 4878.555664
	Iteration 4Q: 3 clusters Score -3353776 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3353978.250000 Penalty: 4878.555664
	Iteration 5Q: 3 clusters Score -3353978 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3354153.000000 Penalty: 4878.555664
	Iteration 6Q: 3 clusters Score -3354153 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3354347.500000 Penalty: 4878.555664
	Iteration 7Q: 3 clusters Score -3354348 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3354548.500000 Penalty: 4878.555664
	Iteration 8Q: 3 clusters Score -3354548 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3354763.500000 Penalty: 4878.555664
	Iteration 9Q: 3 clusters Score -3354764 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3355013.000000 Penalty: 4878.555664
	Iteration 10Q: 3 clusters Score -3355013 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3355288.750000 Penalty: 4878.555664
	Iteration 11Q: 3 clusters Score -3355289 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -3355592.500000 Penalty: 4878.555664
	Iteration 12Q: 3 clusters Score -3355592 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3355942.500000 Penalty: 4878.555664
	Iteration 13Q: 3 clusters Score -3355942 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3356402.000000 Penalty: 4878.555664
	Iteration 14Q: 3 clusters Score -3356402 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3356891.000000 Penalty: 4878.555664
	Iteration 15Q: 3 clusters Score -3356891 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3357340.000000 Penalty: 4878.555664
	Iteration 16Q: 3 clusters Score -3357340 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3357713.250000 Penalty: 4878.555664
	Iteration 17Q: 3 clusters Score -3357713 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3358023.500000 Penalty: 4878.555664
	Iteration 18Q: 3 clusters Score -3358024 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3358277.500000 Penalty: 4878.555664
	Iteration 19Q: 3 clusters Score -3358278 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3358508.250000 Penalty: 4878.555664
	Iteration 20F: 3 clusters Score -3358508 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3358740.750000 Penalty: 4878.555664
	Iteration 21Q: 3 clusters Score -3358741 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3358972.250000 Penalty: 4878.555664
	Iteration 22Q: 3 clusters Score -3358972 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3359197.250000 Penalty: 4878.555664
	Iteration 23Q: 3 clusters Score -3359197 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3359393.750000 Penalty: 4878.555664
	Iteration 24Q: 3 clusters Score -3359394 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3359559.250000 Penalty: 4878.555664
	Iteration 25Q: 3 clusters Score -3359559 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3359667.000000 Penalty: 4878.555664
	Iteration 26Q: 3 clusters Score -3359667 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3359728.750000 Penalty: 4878.555664
	Iteration 27Q: 3 clusters Score -3359729 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3359785.750000 Penalty: 4878.555664
	Iteration 28Q: 3 clusters Score -3359786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3359836.250000 Penalty: 4878.555664
	Iteration 29Q: 3 clusters Score -3359836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3359884.500000 Penalty: 4878.555664
	Iteration 30Q: 3 clusters Score -3359884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3359914.750000 Penalty: 4878.555664
	Iteration 31Q: 3 clusters Score -3359915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3359947.250000 Penalty: 4878.555664
	Iteration 32Q: 3 clusters Score -3359947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3359971.500000 Penalty: 4878.555664
	Iteration 33Q: 3 clusters Score -3359972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3359989.000000 Penalty: 4878.555664
	Iteration 34Q: 3 clusters Score -3359989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3360027.500000 Penalty: 4878.555664
	Iteration 35Q: 3 clusters Score -3360028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3360033.000000 Penalty: 4878.555664
	Iteration 36Q: 3 clusters Score -3360033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3360041.500000 Penalty: 4878.555664
	Iteration 37Q: 3 clusters Score -3360042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3360048.000000 Penalty: 4878.555664
	Iteration 38Q: 3 clusters Score -3360048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3360053.750000 Penalty: 4878.555664
	Iteration 39Q: 3 clusters Score -3360054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3360056.750000 Penalty: 4878.555664
	Iteration 40F: 3 clusters Score -3360057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3360064.250000 Penalty: 4878.555664
	Iteration 41Q: 3 clusters Score -3360064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3360068.250000 Penalty: 4878.555664
	Iteration 42Q: 3 clusters Score -3360068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3360074.250000 Penalty: 4878.555664
	Iteration 43Q: 3 clusters Score -3360074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3360077.750000 Penalty: 4878.555664
	Iteration 44Q: 3 clusters Score -3360078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3360077.750000 Penalty: 4878.555664
	Iteration 45F: 3 clusters Score -3360078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Entering Unmasked Estep 
Score: -8358949.500000 Penalty: 2658.417969
	Iteration 0F: 2 clusters Score -8358950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -8330150.000000 Penalty: 5316.835938
	Iteration 0F: 3 clusters Score -8330150 nChanged 20723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -8341470.000000 Penalty: 5316.835938
	Iteration 1F: 3 clusters Score -8341470 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -8341947.000000 Penalty: 5316.835938
	Iteration 2Q: 3 clusters Score -8341947 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -8342388.500000 Penalty: 5316.835938
	Iteration 3Q: 3 clusters Score -8342388 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -8342814.000000 Penalty: 5316.835938
	Iteration 4Q: 3 clusters Score -8342814 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -8343325.500000 Penalty: 5316.835938
	Iteration 5Q: 3 clusters Score -8343326 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -8344048.500000 Penalty: 5316.835938
	Iteration 6Q: 3 clusters Score -8344048 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -8345117.500000 Penalty: 5316.835938
	Iteration 7Q: 3 clusters Score -8345118 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -8346655.500000 Penalty: 5316.835938
	Iteration 8F: 3 clusters Score -8346656 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -8348576.500000 Penalty: 5316.835938
	Iteration 9F: 3 clusters Score -8348576 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -8350505.500000 Penalty: 5316.835938
	Iteration 10F: 3 clusters Score -8350506 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -8351779.500000 Penalty: 5316.835938
	Iteration 11F: 3 clusters Score -8351780 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -8352370.500000 Penalty: 5316.835938
	Iteration 12Q: 3 clusters Score -8352370 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -8352634.500000 Penalty: 5316.835938
	Iteration 13Q: 3 clusters Score -8352634 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -8352705.000000 Penalty: 5316.835938
	Iteration 14Q: 3 clusters Score -8352705 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -8352846.500000 Penalty: 5316.835938
	Iteration 15Q: 3 clusters Score -8352846 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -8352933.500000 Penalty: 5316.835938
	Iteration 16Q: 3 clusters Score -8352934 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -8352994.000000 Penalty: 5316.835938
	Iteration 17Q: 3 clusters Score -8352994 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -8353131.000000 Penalty: 5316.835938
	Iteration 18Q: 3 clusters Score -8353131 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -8353230.500000 Penalty: 5316.835938
	Iteration 19Q: 3 clusters Score -8353230 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -8353332.000000 Penalty: 5316.835938
	Iteration 20F: 3 clusters Score -8353332 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -8353413.500000 Penalty: 5316.835938
	Iteration 21Q: 3 clusters Score -8353414 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -8353566.500000 Penalty: 5316.835938
	Iteration 22Q: 3 clusters Score -8353566 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -8353684.000000 Penalty: 5316.835938
	Iteration 23Q: 3 clusters Score -8353684 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -8353857.500000 Penalty: 5316.835938
	Iteration 24Q: 3 clusters Score -8353858 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -8354048.000000 Penalty: 5316.835938
	Iteration 25Q: 3 clusters Score -8354048 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -8354283.500000 Penalty: 5316.835938
	Iteration 26Q: 3 clusters Score -8354284 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -8354521.500000 Penalty: 5316.835938
	Iteration 27Q: 3 clusters Score -8354522 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -8354757.000000 Penalty: 5316.835938
	Iteration 28Q: 3 clusters Score -8354757 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -8354970.000000 Penalty: 5316.835938
	Iteration 29Q: 3 clusters Score -8354970 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -8355170.000000 Penalty: 5316.835938
	Iteration 30Q: 3 clusters Score -8355170 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -8355470.000000 Penalty: 5316.835938
	Iteration 31Q: 3 clusters Score -8355470 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -8355702.000000 Penalty: 5316.835938
	Iteration 32Q: 3 clusters Score -8355702 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -8355884.000000 Penalty: 5316.835938
	Iteration 33Q: 3 clusters Score -8355884 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -8356134.500000 Penalty: 5316.835938
	Iteration 34Q: 3 clusters Score -8356134 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -8356308.500000 Penalty: 5316.835938
	Iteration 35Q: 3 clusters Score -8356308 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -8356561.000000 Penalty: 5316.835938
	Iteration 36Q: 3 clusters Score -8356561 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -8356825.500000 Penalty: 5316.835938
	Iteration 37Q: 3 clusters Score -8356826 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -8357010.500000 Penalty: 5316.835938
	Iteration 38Q: 3 clusters Score -8357010 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -8357198.500000 Penalty: 5316.835938
	Iteration 39Q: 3 clusters Score -8357198 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -8357438.500000 Penalty: 5316.835938
	Iteration 40F: 3 clusters Score -8357438 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -8357672.500000 Penalty: 5316.835938
	Iteration 41Q: 3 clusters Score -8357672 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -8357833.000000 Penalty: 5316.835938
	Iteration 42Q: 3 clusters Score -8357833 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -8358028.000000 Penalty: 5316.835938
	Iteration 43Q: 3 clusters Score -8358028 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -8358234.500000 Penalty: 5316.835938
	Iteration 44Q: 3 clusters Score -8358234 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -8358368.000000 Penalty: 5316.835938
	Iteration 45Q: 3 clusters Score -8358368 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -8358448.000000 Penalty: 5316.835938
	Iteration 46Q: 3 clusters Score -8358448 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -8358573.000000 Penalty: 5316.835938
	Iteration 47Q: 3 clusters Score -8358573 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -8358673.500000 Penalty: 5316.835938
	Iteration 48Q: 3 clusters Score -8358674 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -8358752.000000 Penalty: 5316.835938
	Iteration 49Q: 3 clusters Score -8358752 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -8358797.000000 Penalty: 5316.835938
	Iteration 50Q: 3 clusters Score -8358797 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -8358840.500000 Penalty: 5316.835938
	Iteration 51Q: 3 clusters Score -8358840 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -8358873.500000 Penalty: 5316.835938
	Iteration 52Q: 3 clusters Score -8358874 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -8358909.500000 Penalty: 5316.835938
	Iteration 53Q: 3 clusters Score -8358910 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -8358868.500000 Penalty: 5316.835938
	Iteration 54Q: 3 clusters Score -8358868 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -8358865.000000 Penalty: 5316.835938
	Iteration 55Q: 3 clusters Score -8358865 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -8358835.500000 Penalty: 5316.835938
	Iteration 56Q: 3 clusters Score -8358836 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -8358796.000000 Penalty: 5316.835938
	Iteration 57Q: 3 clusters Score -8358796 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -8358784.500000 Penalty: 5316.835938
	Iteration 58Q: 3 clusters Score -8358784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -8358754.000000 Penalty: 5316.835938
	Iteration 59Q: 3 clusters Score -8358754 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -8358762.000000 Penalty: 5316.835938
	Iteration 60F: 3 clusters Score -8358762 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -8358732.000000 Penalty: 5316.835938
	Iteration 61Q: 3 clusters Score -8358732 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -8358702.500000 Penalty: 5316.835938
	Iteration 62Q: 3 clusters Score -8358702 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8358679.500000 Penalty: 5316.835938
	Iteration 63Q: 3 clusters Score -8358680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -8358650.500000 Penalty: 5316.835938
	Iteration 64Q: 3 clusters Score -8358650 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -8358617.000000 Penalty: 5316.835938
	Iteration 65Q: 3 clusters Score -8358617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -8358598.500000 Penalty: 5316.835938
	Iteration 66Q: 3 clusters Score -8358598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -8358552.500000 Penalty: 5316.835938
	Iteration 67Q: 3 clusters Score -8358552 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -8358521.000000 Penalty: 5316.835938
	Iteration 68Q: 3 clusters Score -8358521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -8358498.500000 Penalty: 5316.835938
	Iteration 69Q: 3 clusters Score -8358498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -8358487.500000 Penalty: 5316.835938
	Iteration 70Q: 3 clusters Score -8358488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -8358478.000000 Penalty: 5316.835938
	Iteration 71Q: 3 clusters Score -8358478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -8358457.000000 Penalty: 5316.835938
	Iteration 72Q: 3 clusters Score -8358457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -8358435.000000 Penalty: 5316.835938
	Iteration 73Q: 3 clusters Score -8358435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -8358429.500000 Penalty: 5316.835938
	Iteration 74Q: 3 clusters Score -8358430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8358439.000000 Penalty: 5316.835938
	Iteration 75Q: 3 clusters Score -8358439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -8358423.500000 Penalty: 5316.835938
	Iteration 76Q: 3 clusters Score -8358424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8358416.500000 Penalty: 5316.835938
	Iteration 77Q: 3 clusters Score -8358416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -8358407.000000 Penalty: 5316.835938
	Iteration 78Q: 3 clusters Score -8358407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -8358405.500000 Penalty: 5316.835938
	Iteration 79Q: 3 clusters Score -8358406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -8358407.000000 Penalty: 5316.835938
	Iteration 80F: 3 clusters Score -8358407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -8358409.500000 Penalty: 5316.835938
	Iteration 81Q: 3 clusters Score -8358410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -8358422.500000 Penalty: 5316.835938
	Iteration 82Q: 3 clusters Score -8358422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8358423.000000 Penalty: 5316.835938
	Iteration 83Q: 3 clusters Score -8358423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -8358413.000000 Penalty: 5316.835938
	Iteration 84Q: 3 clusters Score -8358413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -8358414.500000 Penalty: 5316.835938
	Iteration 85Q: 3 clusters Score -8358414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -8358407.000000 Penalty: 5316.835938
	Iteration 86Q: 3 clusters Score -8358407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -8358403.500000 Penalty: 5316.835938
	Iteration 87Q: 3 clusters Score -8358404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -8358404.000000 Penalty: 5316.835938
	Iteration 88Q: 3 clusters Score -8358404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8358397.500000 Penalty: 5316.835938
	Iteration 89Q: 3 clusters Score -8358398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -8358396.500000 Penalty: 5316.835938
	Iteration 90Q: 3 clusters Score -8358396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -8358398.500000 Penalty: 5316.835938
	Iteration 91Q: 3 clusters Score -8358398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -8358392.000000 Penalty: 5316.835938
	Iteration 92Q: 3 clusters Score -8358392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -8358396.500000 Penalty: 5316.835938
	Iteration 93Q: 3 clusters Score -8358396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8358399.500000 Penalty: 5316.835938
	Iteration 94Q: 3 clusters Score -8358400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8358397.500000 Penalty: 5316.835938
	Iteration 95Q: 3 clusters Score -8358398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -8358392.500000 Penalty: 5316.835938
	Iteration 96Q: 3 clusters Score -8358392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8358396.000000 Penalty: 5316.835938
	Iteration 97Q: 3 clusters Score -8358396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -8358402.500000 Penalty: 5316.835938
	Iteration 98Q: 3 clusters Score -8358402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -8358399.500000 Penalty: 5316.835938
	Iteration 99Q: 3 clusters Score -8358400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -8358395.500000 Penalty: 5316.835938
	Iteration 100F: 3 clusters Score -8358396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -8358381.500000 Penalty: 5316.835938
	Iteration 101Q: 3 clusters Score -8358382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -8358384.500000 Penalty: 5316.835938
	Iteration 102Q: 3 clusters Score -8358384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8358381.000000 Penalty: 5316.835938
	Iteration 103Q: 3 clusters Score -8358381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -8358383.000000 Penalty: 5316.835938
	Iteration 104Q: 3 clusters Score -8358383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -8358367.500000 Penalty: 5316.835938
	Iteration 105Q: 3 clusters Score -8358368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -8358355.000000 Penalty: 5316.835938
	Iteration 106Q: 3 clusters Score -8358355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -8358347.500000 Penalty: 5316.835938
	Iteration 107Q: 3 clusters Score -8358348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -8358347.500000 Penalty: 5316.835938
	Iteration 108Q: 3 clusters Score -8358348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -8358336.000000 Penalty: 5316.835938
	Iteration 109Q: 3 clusters Score -8358336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -8358335.500000 Penalty: 5316.835938
	Iteration 110Q: 3 clusters Score -8358336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -8358330.000000 Penalty: 5316.835938
	Iteration 111Q: 3 clusters Score -8358330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -8358323.000000 Penalty: 5316.835938
	Iteration 112Q: 3 clusters Score -8358323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -8358319.000000 Penalty: 5316.835938
	Iteration 113Q: 3 clusters Score -8358319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -8358325.000000 Penalty: 5316.835938
	Iteration 114Q: 3 clusters Score -8358325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -8358326.000000 Penalty: 5316.835938
	Iteration 115Q: 3 clusters Score -8358326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -8358324.500000 Penalty: 5316.835938
	Iteration 116Q: 3 clusters Score -8358324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -8358323.000000 Penalty: 5316.835938
	Iteration 117Q: 3 clusters Score -8358323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -8358316.500000 Penalty: 5316.835938
	Iteration 118Q: 3 clusters Score -8358316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -8358315.500000 Penalty: 5316.835938
	Iteration 119Q: 3 clusters Score -8358316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -8358323.000000 Penalty: 5316.835938
	Iteration 120F: 3 clusters Score -8358323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8358324.000000 Penalty: 5316.835938
	Iteration 121Q: 3 clusters Score -8358324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8358315.000000 Penalty: 5316.835938
	Iteration 122Q: 3 clusters Score -8358315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8358323.000000 Penalty: 5316.835938
	Iteration 123Q: 3 clusters Score -8358323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8358321.500000 Penalty: 5316.835938
	Iteration 124Q: 3 clusters Score -8358322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -8358312.500000 Penalty: 5316.835938
	Iteration 125Q: 3 clusters Score -8358312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8358314.500000 Penalty: 5316.835938
	Iteration 126Q: 3 clusters Score -8358314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8358316.500000 Penalty: 5316.835938
	Iteration 127Q: 3 clusters Score -8358316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -8358307.500000 Penalty: 5316.835938
	Iteration 128Q: 3 clusters Score -8358308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -8358316.000000 Penalty: 5316.835938
	Iteration 129Q: 3 clusters Score -8358316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -8358316.000000 Penalty: 5316.835938
	Iteration 130Q: 3 clusters Score -8358316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -8358310.000000 Penalty: 5316.835938
	Iteration 131Q: 3 clusters Score -8358310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -8358305.500000 Penalty: 5316.835938
	Iteration 132Q: 3 clusters Score -8358306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -8358307.500000 Penalty: 5316.835938
	Iteration 133Q: 3 clusters Score -8358308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -8358302.000000 Penalty: 5316.835938
	Iteration 134Q: 3 clusters Score -8358302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -8358303.500000 Penalty: 5316.835938
	Iteration 135Q: 3 clusters Score -8358304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8358291.500000 Penalty: 5316.835938
	Iteration 136Q: 3 clusters Score -8358292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8358289.000000 Penalty: 5316.835938
	Iteration 137Q: 3 clusters Score -8358289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8358290.500000 Penalty: 5316.835938
	Iteration 138Q: 3 clusters Score -8358290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8358295.500000 Penalty: 5316.835938
	Iteration 139Q: 3 clusters Score -8358296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8358292.500000 Penalty: 5316.835938
	Iteration 140F: 3 clusters Score -8358292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8358294.000000 Penalty: 5316.835938
	Iteration 141Q: 3 clusters Score -8358294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8358294.000000 Penalty: 5316.835938
	Iteration 142F: 3 clusters Score -8358294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Entering Unmasked Estep 
Score: -8727828.000000 Penalty: 2668.597656
	Iteration 0F: 2 clusters Score -8727828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -8698453.000000 Penalty: 5337.195312
	Iteration 0F: 3 clusters Score -8698453 nChanged 21648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -8710254.000000 Penalty: 5337.195312
	Iteration 1F: 3 clusters Score -8710254 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -8710742.000000 Penalty: 5337.195312
	Iteration 2Q: 3 clusters Score -8710742 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -8711187.000000 Penalty: 5337.195312
	Iteration 3Q: 3 clusters Score -8711187 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -8711640.000000 Penalty: 5337.195312
	Iteration 4Q: 3 clusters Score -8711640 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -8712044.000000 Penalty: 5337.195312
	Iteration 5Q: 3 clusters Score -8712044 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -8712599.000000 Penalty: 5337.195312
	Iteration 6Q: 3 clusters Score -8712599 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8713298.000000 Penalty: 5337.195312
	Iteration 7Q: 3 clusters Score -8713298 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -8714155.000000 Penalty: 5337.195312
	Iteration 8Q: 3 clusters Score -8714155 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -8715180.000000 Penalty: 5337.195312
	Iteration 9Q: 3 clusters Score -8715180 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -8716499.000000 Penalty: 5337.195312
	Iteration 10Q: 3 clusters Score -8716499 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -8717978.000000 Penalty: 5337.195312
	Iteration 11F: 3 clusters Score -8717978 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -8719545.000000 Penalty: 5337.195312
	Iteration 12F: 3 clusters Score -8719545 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -8720787.000000 Penalty: 5337.195312
	Iteration 13Q: 3 clusters Score -8720787 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -8721577.000000 Penalty: 5337.195312
	Iteration 14Q: 3 clusters Score -8721577 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -8722044.000000 Penalty: 5337.195312
	Iteration 15Q: 3 clusters Score -8722044 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -8722278.000000 Penalty: 5337.195312
	Iteration 16Q: 3 clusters Score -8722278 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -8722450.000000 Penalty: 5337.195312
	Iteration 17Q: 3 clusters Score -8722450 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -8722590.000000 Penalty: 5337.195312
	Iteration 18Q: 3 clusters Score -8722590 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -8722716.000000 Penalty: 5337.195312
	Iteration 19Q: 3 clusters Score -8722716 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -8722851.000000 Penalty: 5337.195312
	Iteration 20F: 3 clusters Score -8722851 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -8723030.000000 Penalty: 5337.195312
	Iteration 21Q: 3 clusters Score -8723030 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -8723118.000000 Penalty: 5337.195312
	Iteration 22Q: 3 clusters Score -8723118 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -8723262.000000 Penalty: 5337.195312
	Iteration 23Q: 3 clusters Score -8723262 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -8723332.000000 Penalty: 5337.195312
	Iteration 24Q: 3 clusters Score -8723332 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -8723425.000000 Penalty: 5337.195312
	Iteration 25Q: 3 clusters Score -8723425 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -8723546.000000 Penalty: 5337.195312
	Iteration 26Q: 3 clusters Score -8723546 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -8723650.000000 Penalty: 5337.195312
	Iteration 27Q: 3 clusters Score -8723650 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -8723749.000000 Penalty: 5337.195312
	Iteration 28Q: 3 clusters Score -8723749 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -8723874.000000 Penalty: 5337.195312
	Iteration 29Q: 3 clusters Score -8723874 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -8723981.000000 Penalty: 5337.195312
	Iteration 30Q: 3 clusters Score -8723981 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -8724078.000000 Penalty: 5337.195312
	Iteration 31Q: 3 clusters Score -8724078 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -8724187.000000 Penalty: 5337.195312
	Iteration 32Q: 3 clusters Score -8724187 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -8724285.000000 Penalty: 5337.195312
	Iteration 33Q: 3 clusters Score -8724285 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -8724440.000000 Penalty: 5337.195312
	Iteration 34Q: 3 clusters Score -8724440 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -8724569.000000 Penalty: 5337.195312
	Iteration 35Q: 3 clusters Score -8724569 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -8724714.000000 Penalty: 5337.195312
	Iteration 36Q: 3 clusters Score -8724714 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -8724905.000000 Penalty: 5337.195312
	Iteration 37Q: 3 clusters Score -8724905 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -8725148.000000 Penalty: 5337.195312
	Iteration 38Q: 3 clusters Score -8725148 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -8725339.000000 Penalty: 5337.195312
	Iteration 39Q: 3 clusters Score -8725339 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -8725543.000000 Penalty: 5337.195312
	Iteration 40F: 3 clusters Score -8725543 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -8725717.000000 Penalty: 5337.195312
	Iteration 41Q: 3 clusters Score -8725717 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -8725925.000000 Penalty: 5337.195312
	Iteration 42Q: 3 clusters Score -8725925 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -8726131.000000 Penalty: 5337.195312
	Iteration 43Q: 3 clusters Score -8726131 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -8726325.000000 Penalty: 5337.195312
	Iteration 44Q: 3 clusters Score -8726325 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8726486.000000 Penalty: 5337.195312
	Iteration 45Q: 3 clusters Score -8726486 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -8726609.000000 Penalty: 5337.195312
	Iteration 46Q: 3 clusters Score -8726609 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -8726679.000000 Penalty: 5337.195312
	Iteration 47Q: 3 clusters Score -8726679 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -8726691.000000 Penalty: 5337.195312
	Iteration 48Q: 3 clusters Score -8726691 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -8726694.000000 Penalty: 5337.195312
	Iteration 49Q: 3 clusters Score -8726694 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8726707.000000 Penalty: 5337.195312
	Iteration 50Q: 3 clusters Score -8726707 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8726711.000000 Penalty: 5337.195312
	Iteration 51Q: 3 clusters Score -8726711 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -8726732.000000 Penalty: 5337.195312
	Iteration 52Q: 3 clusters Score -8726732 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -8726711.000000 Penalty: 5337.195312
	Iteration 53Q: 3 clusters Score -8726711 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -8726699.000000 Penalty: 5337.195312
	Iteration 54Q: 3 clusters Score -8726699 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -8726686.000000 Penalty: 5337.195312
	Iteration 55Q: 3 clusters Score -8726686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -8726681.000000 Penalty: 5337.195312
	Iteration 56Q: 3 clusters Score -8726681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -8726675.000000 Penalty: 5337.195312
	Iteration 57Q: 3 clusters Score -8726675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -8726657.000000 Penalty: 5337.195312
	Iteration 58Q: 3 clusters Score -8726657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -8726654.000000 Penalty: 5337.195312
	Iteration 59Q: 3 clusters Score -8726654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -8726642.000000 Penalty: 5337.195312
	Iteration 60F: 3 clusters Score -8726642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -8726640.000000 Penalty: 5337.195312
	Iteration 61Q: 3 clusters Score -8726640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8726622.000000 Penalty: 5337.195312
	Iteration 62Q: 3 clusters Score -8726622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -8726626.000000 Penalty: 5337.195312
	Iteration 63Q: 3 clusters Score -8726626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -8726621.000000 Penalty: 5337.195312
	Iteration 64Q: 3 clusters Score -8726621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8726611.000000 Penalty: 5337.195312
	Iteration 65Q: 3 clusters Score -8726611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -8726602.000000 Penalty: 5337.195312
	Iteration 66Q: 3 clusters Score -8726602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -8726597.000000 Penalty: 5337.195312
	Iteration 67Q: 3 clusters Score -8726597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -8726593.000000 Penalty: 5337.195312
	Iteration 68Q: 3 clusters Score -8726593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8726595.000000 Penalty: 5337.195312
	Iteration 69Q: 3 clusters Score -8726595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -8726597.000000 Penalty: 5337.195312
	Iteration 70Q: 3 clusters Score -8726597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -8726609.000000 Penalty: 5337.195312
	Iteration 71Q: 3 clusters Score -8726609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -8726600.000000 Penalty: 5337.195312
	Iteration 72Q: 3 clusters Score -8726600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -8726605.000000 Penalty: 5337.195312
	Iteration 73Q: 3 clusters Score -8726605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8726585.000000 Penalty: 5337.195312
	Iteration 74Q: 3 clusters Score -8726585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -8726591.000000 Penalty: 5337.195312
	Iteration 75Q: 3 clusters Score -8726591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8726604.000000 Penalty: 5337.195312
	Iteration 76Q: 3 clusters Score -8726604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8726598.000000 Penalty: 5337.195312
	Iteration 77Q: 3 clusters Score -8726598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8726595.000000 Penalty: 5337.195312
	Iteration 78Q: 3 clusters Score -8726595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -8726593.000000 Penalty: 5337.195312
	Iteration 79Q: 3 clusters Score -8726593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -8726605.000000 Penalty: 5337.195312
	Iteration 80F: 3 clusters Score -8726605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -8726596.000000 Penalty: 5337.195312
	Iteration 81Q: 3 clusters Score -8726596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -8726595.000000 Penalty: 5337.195312
	Iteration 82Q: 3 clusters Score -8726595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8726588.000000 Penalty: 5337.195312
	Iteration 83Q: 3 clusters Score -8726588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8726591.000000 Penalty: 5337.195312
	Iteration 84Q: 3 clusters Score -8726591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -8726585.000000 Penalty: 5337.195312
	Iteration 85Q: 3 clusters Score -8726585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -8726579.000000 Penalty: 5337.195312
	Iteration 86Q: 3 clusters Score -8726579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -8726570.000000 Penalty: 5337.195312
	Iteration 87Q: 3 clusters Score -8726570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8726567.000000 Penalty: 5337.195312
	Iteration 88Q: 3 clusters Score -8726567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -8726559.000000 Penalty: 5337.195312
	Iteration 89Q: 3 clusters Score -8726559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -8726562.000000 Penalty: 5337.195312
	Iteration 90Q: 3 clusters Score -8726562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -8726564.000000 Penalty: 5337.195312
	Iteration 91Q: 3 clusters Score -8726564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -8726570.000000 Penalty: 5337.195312
	Iteration 92Q: 3 clusters Score -8726570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -8726570.000000 Penalty: 5337.195312
	Iteration 93Q: 3 clusters Score -8726570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -8726576.000000 Penalty: 5337.195312
	Iteration 94Q: 3 clusters Score -8726576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -8726578.000000 Penalty: 5337.195312
	Iteration 95Q: 3 clusters Score -8726578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -8726572.000000 Penalty: 5337.195312
	Iteration 96Q: 3 clusters Score -8726572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -8726559.000000 Penalty: 5337.195312
	Iteration 97Q: 3 clusters Score -8726559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8726554.000000 Penalty: 5337.195312
	Iteration 98Q: 3 clusters Score -8726554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -8726559.000000 Penalty: 5337.195312
	Iteration 99Q: 3 clusters Score -8726559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -8726561.000000 Penalty: 5337.195312
	Iteration 100F: 3 clusters Score -8726561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -8726562.000000 Penalty: 5337.195312
	Iteration 101Q: 3 clusters Score -8726562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -8726558.000000 Penalty: 5337.195312
	Iteration 102Q: 3 clusters Score -8726558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -8726559.000000 Penalty: 5337.195312
	Iteration 103Q: 3 clusters Score -8726559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -8726557.000000 Penalty: 5337.195312
	Iteration 104Q: 3 clusters Score -8726557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -8726561.000000 Penalty: 5337.195312
	Iteration 105Q: 3 clusters Score -8726561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8726574.000000 Penalty: 5337.195312
	Iteration 106Q: 3 clusters Score -8726574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8726571.000000 Penalty: 5337.195312
	Iteration 107Q: 3 clusters Score -8726571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -8726572.000000 Penalty: 5337.195312
	Iteration 108Q: 3 clusters Score -8726572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8726568.000000 Penalty: 5337.195312
	Iteration 109Q: 3 clusters Score -8726568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8726568.000000 Penalty: 5337.195312
	Iteration 110F: 3 clusters Score -8726568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Entering Unmasked Estep 
Score: -10972340.000000 Penalty: 2719.020264
	Iteration 0F: 2 clusters Score -1.097234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -10950419.000000 Penalty: 5438.040527
	Iteration 0F: 3 clusters Score -1.095042e+07 nChanged 26997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -10965534.000000 Penalty: 5438.040527
	Iteration 1F: 3 clusters Score -1.096553e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -10966168.000000 Penalty: 5438.040527
	Iteration 2Q: 3 clusters Score -1.096617e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -10966855.000000 Penalty: 5438.040527
	Iteration 3Q: 3 clusters Score -1.096686e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -10967563.000000 Penalty: 5438.040527
	Iteration 4Q: 3 clusters Score -1.096756e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -10968480.000000 Penalty: 5438.040527
	Iteration 5Q: 3 clusters Score -1.096848e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -10969756.000000 Penalty: 5438.040527
	Iteration 6Q: 3 clusters Score -1.096976e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -10971584.000000 Penalty: 5438.040527
	Iteration 7F: 3 clusters Score -1.097158e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -10973475.000000 Penalty: 5438.040527
	Iteration 8F: 3 clusters Score -1.097348e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -10973862.000000 Penalty: 5438.040527
	Iteration 9F: 3 clusters Score -1.097386e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -10973585.000000 Penalty: 5438.040527
	Iteration 10Q: 3 clusters Score -1.097358e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -10973193.000000 Penalty: 5438.040527
	Iteration 11Q: 3 clusters Score -1.097319e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -10973014.000000 Penalty: 5438.040527
	Iteration 12Q: 3 clusters Score -1.097301e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -10972861.000000 Penalty: 5438.040527
	Iteration 13Q: 3 clusters Score -1.097286e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -10972798.000000 Penalty: 5438.040527
	Iteration 14Q: 3 clusters Score -1.09728e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -10972764.000000 Penalty: 5438.040527
	Iteration 15Q: 3 clusters Score -1.097276e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -10972810.000000 Penalty: 5438.040527
	Iteration 16Q: 3 clusters Score -1.097281e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -10972773.000000 Penalty: 5438.040527
	Iteration 17Q: 3 clusters Score -1.097277e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -10972756.000000 Penalty: 5438.040527
	Iteration 18Q: 3 clusters Score -1.097276e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -10972772.000000 Penalty: 5438.040527
	Iteration 19Q: 3 clusters Score -1.097277e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -10972808.000000 Penalty: 5438.040527
	Iteration 20F: 3 clusters Score -1.097281e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -10972826.000000 Penalty: 5438.040527
	Iteration 21Q: 3 clusters Score -1.097283e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -10972809.000000 Penalty: 5438.040527
	Iteration 22Q: 3 clusters Score -1.097281e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -10972785.000000 Penalty: 5438.040527
	Iteration 23Q: 3 clusters Score -1.097278e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -10972818.000000 Penalty: 5438.040527
	Iteration 24Q: 3 clusters Score -1.097282e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -10972807.000000 Penalty: 5438.040527
	Iteration 25Q: 3 clusters Score -1.097281e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -10972825.000000 Penalty: 5438.040527
	Iteration 26Q: 3 clusters Score -1.097282e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -10972840.000000 Penalty: 5438.040527
	Iteration 27Q: 3 clusters Score -1.097284e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -10972857.000000 Penalty: 5438.040527
	Iteration 28Q: 3 clusters Score -1.097286e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -10972897.000000 Penalty: 5438.040527
	Iteration 29Q: 3 clusters Score -1.09729e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -10972857.000000 Penalty: 5438.040527
	Iteration 30Q: 3 clusters Score -1.097286e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -10972866.000000 Penalty: 5438.040527
	Iteration 31Q: 3 clusters Score -1.097287e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -10972909.000000 Penalty: 5438.040527
	Iteration 32Q: 3 clusters Score -1.097291e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -10972947.000000 Penalty: 5438.040527
	Iteration 33Q: 3 clusters Score -1.097295e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -10972970.000000 Penalty: 5438.040527
	Iteration 34Q: 3 clusters Score -1.097297e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -10972954.000000 Penalty: 5438.040527
	Iteration 35Q: 3 clusters Score -1.097295e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -10972972.000000 Penalty: 5438.040527
	Iteration 36Q: 3 clusters Score -1.097297e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -10972965.000000 Penalty: 5438.040527
	Iteration 37Q: 3 clusters Score -1.097296e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -10972967.000000 Penalty: 5438.040527
	Iteration 38Q: 3 clusters Score -1.097297e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -10972990.000000 Penalty: 5438.040527
	Iteration 39Q: 3 clusters Score -1.097299e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -10972979.000000 Penalty: 5438.040527
	Iteration 40F: 3 clusters Score -1.097298e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -10973029.000000 Penalty: 5438.040527
	Iteration 41Q: 3 clusters Score -1.097303e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -10973040.000000 Penalty: 5438.040527
	Iteration 42Q: 3 clusters Score -1.097304e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -10973036.000000 Penalty: 5438.040527
	Iteration 43Q: 3 clusters Score -1.097304e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -10973051.000000 Penalty: 5438.040527
	Iteration 44Q: 3 clusters Score -1.097305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -10973081.000000 Penalty: 5438.040527
	Iteration 45Q: 3 clusters Score -1.097308e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -10973113.000000 Penalty: 5438.040527
	Iteration 46Q: 3 clusters Score -1.097311e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -10973113.000000 Penalty: 5438.040527
	Iteration 47Q: 3 clusters Score -1.097311e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -10973142.000000 Penalty: 5438.040527
	Iteration 48Q: 3 clusters Score -1.097314e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -10973158.000000 Penalty: 5438.040527
	Iteration 49Q: 3 clusters Score -1.097316e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -10973159.000000 Penalty: 5438.040527
	Iteration 50Q: 3 clusters Score -1.097316e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -10973162.000000 Penalty: 5438.040527
	Iteration 51Q: 3 clusters Score -1.097316e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -10973180.000000 Penalty: 5438.040527
	Iteration 52Q: 3 clusters Score -1.097318e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -10973192.000000 Penalty: 5438.040527
	Iteration 53Q: 3 clusters Score -1.097319e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -10973200.000000 Penalty: 5438.040527
	Iteration 54Q: 3 clusters Score -1.09732e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -10973245.000000 Penalty: 5438.040527
	Iteration 55Q: 3 clusters Score -1.097324e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -10973313.000000 Penalty: 5438.040527
	Iteration 56Q: 3 clusters Score -1.097331e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -10973361.000000 Penalty: 5438.040527
	Iteration 57Q: 3 clusters Score -1.097336e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -10973391.000000 Penalty: 5438.040527
	Iteration 58Q: 3 clusters Score -1.097339e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -10973459.000000 Penalty: 5438.040527
	Iteration 59Q: 3 clusters Score -1.097346e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -10973499.000000 Penalty: 5438.040527
	Iteration 60F: 3 clusters Score -1.09735e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -10973574.000000 Penalty: 5438.040527
	Iteration 61Q: 3 clusters Score -1.097357e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -10973623.000000 Penalty: 5438.040527
	Iteration 62Q: 3 clusters Score -1.097362e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -10973678.000000 Penalty: 5438.040527
	Iteration 63Q: 3 clusters Score -1.097368e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -10973738.000000 Penalty: 5438.040527
	Iteration 64Q: 3 clusters Score -1.097374e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -10973791.000000 Penalty: 5438.040527
	Iteration 65Q: 3 clusters Score -1.097379e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -10973830.000000 Penalty: 5438.040527
	Iteration 66Q: 3 clusters Score -1.097383e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -10973912.000000 Penalty: 5438.040527
	Iteration 67Q: 3 clusters Score -1.097391e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -10973961.000000 Penalty: 5438.040527
	Iteration 68Q: 3 clusters Score -1.097396e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -10973959.000000 Penalty: 5438.040527
	Iteration 69Q: 3 clusters Score -1.097396e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -10974008.000000 Penalty: 5438.040527
	Iteration 70Q: 3 clusters Score -1.097401e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -10974044.000000 Penalty: 5438.040527
	Iteration 71Q: 3 clusters Score -1.097404e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -10974102.000000 Penalty: 5438.040527
	Iteration 72Q: 3 clusters Score -1.09741e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -10974131.000000 Penalty: 5438.040527
	Iteration 73Q: 3 clusters Score -1.097413e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -10974180.000000 Penalty: 5438.040527
	Iteration 74Q: 3 clusters Score -1.097418e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -10974193.000000 Penalty: 5438.040527
	Iteration 75Q: 3 clusters Score -1.097419e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -10974250.000000 Penalty: 5438.040527
	Iteration 76Q: 3 clusters Score -1.097425e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -10974314.000000 Penalty: 5438.040527
	Iteration 77Q: 3 clusters Score -1.097431e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -10974350.000000 Penalty: 5438.040527
	Iteration 78Q: 3 clusters Score -1.097435e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -10974405.000000 Penalty: 5438.040527
	Iteration 79Q: 3 clusters Score -1.09744e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -10974452.000000 Penalty: 5438.040527
	Iteration 80F: 3 clusters Score -1.097445e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -10974520.000000 Penalty: 5438.040527
	Iteration 81Q: 3 clusters Score -1.097452e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -10974549.000000 Penalty: 5438.040527
	Iteration 82Q: 3 clusters Score -1.097455e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -10974627.000000 Penalty: 5438.040527
	Iteration 83Q: 3 clusters Score -1.097463e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -10974665.000000 Penalty: 5438.040527
	Iteration 84Q: 3 clusters Score -1.097466e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -10974791.000000 Penalty: 5438.040527
	Iteration 85Q: 3 clusters Score -1.097479e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -10974856.000000 Penalty: 5438.040527
	Iteration 86Q: 3 clusters Score -1.097486e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -10974997.000000 Penalty: 5438.040527
	Iteration 87Q: 3 clusters Score -1.0975e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -10975076.000000 Penalty: 5438.040527
	Iteration 88Q: 3 clusters Score -1.097508e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -10975141.000000 Penalty: 5438.040527
	Iteration 89Q: 3 clusters Score -1.097514e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -10975219.000000 Penalty: 5438.040527
	Iteration 90Q: 3 clusters Score -1.097522e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -10975286.000000 Penalty: 5438.040527
	Iteration 91Q: 3 clusters Score -1.097529e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -10975323.000000 Penalty: 5438.040527
	Iteration 92Q: 3 clusters Score -1.097532e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -10975422.000000 Penalty: 5438.040527
	Iteration 93Q: 3 clusters Score -1.097542e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -10975487.000000 Penalty: 5438.040527
	Iteration 94Q: 3 clusters Score -1.097549e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -10975535.000000 Penalty: 5438.040527
	Iteration 95Q: 3 clusters Score -1.097554e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -10975571.000000 Penalty: 5438.040527
	Iteration 96Q: 3 clusters Score -1.097557e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -10975676.000000 Penalty: 5438.040527
	Iteration 97Q: 3 clusters Score -1.097568e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -10975748.000000 Penalty: 5438.040527
	Iteration 98Q: 3 clusters Score -1.097575e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -10975757.000000 Penalty: 5438.040527
	Iteration 99Q: 3 clusters Score -1.097576e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -10975798.000000 Penalty: 5438.040527
	Iteration 100F: 3 clusters Score -1.09758e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -10975903.000000 Penalty: 5438.040527
	Iteration 101Q: 3 clusters Score -1.09759e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -10975941.000000 Penalty: 5438.040527
	Iteration 102Q: 3 clusters Score -1.097594e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -10976024.000000 Penalty: 5438.040527
	Iteration 103Q: 3 clusters Score -1.097602e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -10976079.000000 Penalty: 5438.040527
	Iteration 104Q: 3 clusters Score -1.097608e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -10976175.000000 Penalty: 5438.040527
	Iteration 105Q: 3 clusters Score -1.097618e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -10976304.000000 Penalty: 5438.040527
	Iteration 106Q: 3 clusters Score -1.09763e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -10976405.000000 Penalty: 5438.040527
	Iteration 107Q: 3 clusters Score -1.09764e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -10976546.000000 Penalty: 5438.040527
	Iteration 108Q: 3 clusters Score -1.097655e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -10976659.000000 Penalty: 5438.040527
	Iteration 109Q: 3 clusters Score -1.097666e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -10976788.000000 Penalty: 5438.040527
	Iteration 110Q: 3 clusters Score -1.097679e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -10976949.000000 Penalty: 5438.040527
	Iteration 111Q: 3 clusters Score -1.097695e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -10977068.000000 Penalty: 5438.040527
	Iteration 112Q: 3 clusters Score -1.097707e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -10977227.000000 Penalty: 5438.040527
	Iteration 113Q: 3 clusters Score -1.097723e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -10977292.000000 Penalty: 5438.040527
	Iteration 114Q: 3 clusters Score -1.097729e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -10977439.000000 Penalty: 5438.040527
	Iteration 115Q: 3 clusters Score -1.097744e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -10977574.000000 Penalty: 5438.040527
	Iteration 116Q: 3 clusters Score -1.097757e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -10977721.000000 Penalty: 5438.040527
	Iteration 117Q: 3 clusters Score -1.097772e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -10977869.000000 Penalty: 5438.040527
	Iteration 118Q: 3 clusters Score -1.097787e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -10977982.000000 Penalty: 5438.040527
	Iteration 119Q: 3 clusters Score -1.097798e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -10978090.000000 Penalty: 5438.040527
	Iteration 120F: 3 clusters Score -1.097809e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -10978146.000000 Penalty: 5438.040527
	Iteration 121Q: 3 clusters Score -1.097815e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -10978204.000000 Penalty: 5438.040527
	Iteration 122Q: 3 clusters Score -1.09782e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -10978297.000000 Penalty: 5438.040527
	Iteration 123Q: 3 clusters Score -1.09783e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -10978348.000000 Penalty: 5438.040527
	Iteration 124Q: 3 clusters Score -1.097835e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -10978391.000000 Penalty: 5438.040527
	Iteration 125Q: 3 clusters Score -1.097839e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -10978413.000000 Penalty: 5438.040527
	Iteration 126Q: 3 clusters Score -1.097841e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -10978424.000000 Penalty: 5438.040527
	Iteration 127Q: 3 clusters Score -1.097842e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -10978436.000000 Penalty: 5438.040527
	Iteration 128Q: 3 clusters Score -1.097844e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -10978450.000000 Penalty: 5438.040527
	Iteration 129Q: 3 clusters Score -1.097845e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -10978497.000000 Penalty: 5438.040527
	Iteration 130Q: 3 clusters Score -1.09785e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -10978507.000000 Penalty: 5438.040527
	Iteration 131Q: 3 clusters Score -1.097851e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -10978519.000000 Penalty: 5438.040527
	Iteration 132Q: 3 clusters Score -1.097852e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -10978531.000000 Penalty: 5438.040527
	Iteration 133Q: 3 clusters Score -1.097853e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -10978526.000000 Penalty: 5438.040527
	Iteration 134Q: 3 clusters Score -1.097853e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -10978532.000000 Penalty: 5438.040527
	Iteration 135Q: 3 clusters Score -1.097853e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -10978546.000000 Penalty: 5438.040527
	Iteration 136Q: 3 clusters Score -1.097855e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -10978566.000000 Penalty: 5438.040527
	Iteration 137Q: 3 clusters Score -1.097857e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -10978568.000000 Penalty: 5438.040527
	Iteration 138Q: 3 clusters Score -1.097857e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -10978567.000000 Penalty: 5438.040527
	Iteration 139Q: 3 clusters Score -1.097857e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -10978567.000000 Penalty: 5438.040527
	Iteration 140F: 3 clusters Score -1.097857e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -10978575.000000 Penalty: 5438.040527
	Iteration 141Q: 3 clusters Score -1.097858e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -10978589.000000 Penalty: 5438.040527
	Iteration 142Q: 3 clusters Score -1.097859e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -10978599.000000 Penalty: 5438.040527
	Iteration 143Q: 3 clusters Score -1.09786e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -10978625.000000 Penalty: 5438.040527
	Iteration 144Q: 3 clusters Score -1.097862e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -10978610.000000 Penalty: 5438.040527
	Iteration 145Q: 3 clusters Score -1.097861e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -10978602.000000 Penalty: 5438.040527
	Iteration 146Q: 3 clusters Score -1.09786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -10978618.000000 Penalty: 5438.040527
	Iteration 147Q: 3 clusters Score -1.097862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -10978613.000000 Penalty: 5438.040527
	Iteration 148Q: 3 clusters Score -1.097861e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -10978602.000000 Penalty: 5438.040527
	Iteration 149Q: 3 clusters Score -1.09786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -10978610.000000 Penalty: 5438.040527
	Iteration 150Q: 3 clusters Score -1.097861e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -10978611.000000 Penalty: 5438.040527
	Iteration 151Q: 3 clusters Score -1.097861e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -10978612.000000 Penalty: 5438.040527
	Iteration 152Q: 3 clusters Score -1.097861e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -10978602.000000 Penalty: 5438.040527
	Iteration 153Q: 3 clusters Score -1.09786e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -10978596.000000 Penalty: 5438.040527
	Iteration 154Q: 3 clusters Score -1.09786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -10978601.000000 Penalty: 5438.040527
	Iteration 155Q: 3 clusters Score -1.09786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -10978598.000000 Penalty: 5438.040527
	Iteration 156Q: 3 clusters Score -1.09786e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -10978604.000000 Penalty: 5438.040527
	Iteration 157Q: 3 clusters Score -1.09786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -10978601.000000 Penalty: 5438.040527
	Iteration 158Q: 3 clusters Score -1.09786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -10978584.000000 Penalty: 5438.040527
	Iteration 159Q: 3 clusters Score -1.097858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -10978601.000000 Penalty: 5438.040527
	Iteration 160F: 3 clusters Score -1.09786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -10978602.000000 Penalty: 5438.040527
	Iteration 161Q: 3 clusters Score -1.09786e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -10978594.000000 Penalty: 5438.040527
	Iteration 162Q: 3 clusters Score -1.097859e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -10978580.000000 Penalty: 5438.040527
	Iteration 163Q: 3 clusters Score -1.097858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -10978573.000000 Penalty: 5438.040527
	Iteration 164Q: 3 clusters Score -1.097857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -10978580.000000 Penalty: 5438.040527
	Iteration 165Q: 3 clusters Score -1.097858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -10978582.000000 Penalty: 5438.040527
	Iteration 166Q: 3 clusters Score -1.097858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -10978586.000000 Penalty: 5438.040527
	Iteration 167Q: 3 clusters Score -1.097859e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -10978589.000000 Penalty: 5438.040527
	Iteration 168Q: 3 clusters Score -1.097859e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -10978594.000000 Penalty: 5438.040527
	Iteration 169Q: 3 clusters Score -1.097859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -10978601.000000 Penalty: 5438.040527
	Iteration 170Q: 3 clusters Score -1.09786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -10978591.000000 Penalty: 5438.040527
	Iteration 171Q: 3 clusters Score -1.097859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -10978590.000000 Penalty: 5438.040527
	Iteration 172Q: 3 clusters Score -1.097859e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -10978589.000000 Penalty: 5438.040527
	Iteration 173Q: 3 clusters Score -1.097859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -10978598.000000 Penalty: 5438.040527
	Iteration 174Q: 3 clusters Score -1.09786e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -10978594.000000 Penalty: 5438.040527
	Iteration 175Q: 3 clusters Score -1.097859e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -10978608.000000 Penalty: 5438.040527
	Iteration 176Q: 3 clusters Score -1.097861e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -10978622.000000 Penalty: 5438.040527
	Iteration 177Q: 3 clusters Score -1.097862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -10978610.000000 Penalty: 5438.040527
	Iteration 178Q: 3 clusters Score -1.097861e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -10978604.000000 Penalty: 5438.040527
	Iteration 179Q: 3 clusters Score -1.09786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -10978591.000000 Penalty: 5438.040527
	Iteration 180F: 3 clusters Score -1.097859e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -10978583.000000 Penalty: 5438.040527
	Iteration 181Q: 3 clusters Score -1.097858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -10978581.000000 Penalty: 5438.040527
	Iteration 182Q: 3 clusters Score -1.097858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -10978584.000000 Penalty: 5438.040527
	Iteration 183Q: 3 clusters Score -1.097858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -10978587.000000 Penalty: 5438.040527
	Iteration 184Q: 3 clusters Score -1.097859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -10978583.000000 Penalty: 5438.040527
	Iteration 185Q: 3 clusters Score -1.097858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -10978581.000000 Penalty: 5438.040527
	Iteration 186Q: 3 clusters Score -1.097858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -10978592.000000 Penalty: 5438.040527
	Iteration 187Q: 3 clusters Score -1.097859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -10978582.000000 Penalty: 5438.040527
	Iteration 188Q: 3 clusters Score -1.097858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -10978590.000000 Penalty: 5438.040527
	Iteration 189Q: 3 clusters Score -1.097859e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -10978596.000000 Penalty: 5438.040527
	Iteration 190Q: 3 clusters Score -1.09786e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -10978605.000000 Penalty: 5438.040527
	Iteration 191Q: 3 clusters Score -1.09786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -10978605.000000 Penalty: 5438.040527
	Iteration 192Q: 3 clusters Score -1.09786e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -10978588.000000 Penalty: 5438.040527
	Iteration 193Q: 3 clusters Score -1.097859e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -10978583.000000 Penalty: 5438.040527
	Iteration 194Q: 3 clusters Score -1.097858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -10978592.000000 Penalty: 5438.040527
	Iteration 195Q: 3 clusters Score -1.097859e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -10978585.000000 Penalty: 5438.040527
	Iteration 196Q: 3 clusters Score -1.097858e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -10978596.000000 Penalty: 5438.040527
	Iteration 197Q: 3 clusters Score -1.09786e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -10978591.000000 Penalty: 5438.040527
	Iteration 198Q: 3 clusters Score -1.097859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -10978615.000000 Penalty: 5438.040527
	Iteration 199Q: 3 clusters Score -1.097862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -10978623.000000 Penalty: 5438.040527
	Iteration 200F: 3 clusters Score -1.097862e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -10978620.000000 Penalty: 5438.040527
	Iteration 201Q: 3 clusters Score -1.097862e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -10978617.000000 Penalty: 5438.040527
	Iteration 202Q: 3 clusters Score -1.097862e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -10978619.000000 Penalty: 5438.040527
	Iteration 203Q: 3 clusters Score -1.097862e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -10978637.000000 Penalty: 5438.040527
	Iteration 204Q: 3 clusters Score -1.097864e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -10978631.000000 Penalty: 5438.040527
	Iteration 205Q: 3 clusters Score -1.097863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -10978632.000000 Penalty: 5438.040527
	Iteration 206Q: 3 clusters Score -1.097863e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -10978639.000000 Penalty: 5438.040527
	Iteration 207Q: 3 clusters Score -1.097864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -10978638.000000 Penalty: 5438.040527
	Iteration 208Q: 3 clusters Score -1.097864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -10978645.000000 Penalty: 5438.040527
	Iteration 209Q: 3 clusters Score -1.097864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -10978640.000000 Penalty: 5438.040527
	Iteration 210Q: 3 clusters Score -1.097864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -10978638.000000 Penalty: 5438.040527
	Iteration 211Q: 3 clusters Score -1.097864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -10978624.000000 Penalty: 5438.040527
	Iteration 212Q: 3 clusters Score -1.097862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -10978622.000000 Penalty: 5438.040527
	Iteration 213Q: 3 clusters Score -1.097862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -10978610.000000 Penalty: 5438.040527
	Iteration 214Q: 3 clusters Score -1.097861e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -10978628.000000 Penalty: 5438.040527
	Iteration 215Q: 3 clusters Score -1.097863e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -10978637.000000 Penalty: 5438.040527
	Iteration 216Q: 3 clusters Score -1.097864e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -10978640.000000 Penalty: 5438.040527
	Iteration 217Q: 3 clusters Score -1.097864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -10978643.000000 Penalty: 5438.040527
	Iteration 218Q: 3 clusters Score -1.097864e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -10978627.000000 Penalty: 5438.040527
	Iteration 219Q: 3 clusters Score -1.097863e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -10978632.000000 Penalty: 5438.040527
	Iteration 220F: 3 clusters Score -1.097863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -10978663.000000 Penalty: 5438.040527
	Iteration 221Q: 3 clusters Score -1.097866e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -10978678.000000 Penalty: 5438.040527
	Iteration 222Q: 3 clusters Score -1.097868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -10978677.000000 Penalty: 5438.040527
	Iteration 223Q: 3 clusters Score -1.097868e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -10978676.000000 Penalty: 5438.040527
	Iteration 224Q: 3 clusters Score -1.097868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -10978697.000000 Penalty: 5438.040527
	Iteration 225Q: 3 clusters Score -1.09787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -10978701.000000 Penalty: 5438.040527
	Iteration 226Q: 3 clusters Score -1.09787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -10978690.000000 Penalty: 5438.040527
	Iteration 227Q: 3 clusters Score -1.097869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -10978672.000000 Penalty: 5438.040527
	Iteration 228Q: 3 clusters Score -1.097867e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -10978683.000000 Penalty: 5438.040527
	Iteration 229Q: 3 clusters Score -1.097868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -10978698.000000 Penalty: 5438.040527
	Iteration 230Q: 3 clusters Score -1.09787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -10978706.000000 Penalty: 5438.040527
	Iteration 231Q: 3 clusters Score -1.097871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -10978689.000000 Penalty: 5438.040527
	Iteration 232Q: 3 clusters Score -1.097869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -10978706.000000 Penalty: 5438.040527
	Iteration 233Q: 3 clusters Score -1.097871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -10978705.000000 Penalty: 5438.040527
	Iteration 234Q: 3 clusters Score -1.09787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -10978700.000000 Penalty: 5438.040527
	Iteration 235Q: 3 clusters Score -1.09787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -10978701.000000 Penalty: 5438.040527
	Iteration 236Q: 3 clusters Score -1.09787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -10978715.000000 Penalty: 5438.040527
	Iteration 237Q: 3 clusters Score -1.097872e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -10978713.000000 Penalty: 5438.040527
	Iteration 238Q: 3 clusters Score -1.097871e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -10978715.000000 Penalty: 5438.040527
	Iteration 239Q: 3 clusters Score -1.097872e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -10978727.000000 Penalty: 5438.040527
	Iteration 240F: 3 clusters Score -1.097873e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -10978745.000000 Penalty: 5438.040527
	Iteration 241Q: 3 clusters Score -1.097874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -10978751.000000 Penalty: 5438.040527
	Iteration 242Q: 3 clusters Score -1.097875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -10978749.000000 Penalty: 5438.040527
	Iteration 243Q: 3 clusters Score -1.097875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -10978748.000000 Penalty: 5438.040527
	Iteration 244Q: 3 clusters Score -1.097875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -10978748.000000 Penalty: 5438.040527
	Iteration 245Q: 3 clusters Score -1.097875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -10978750.000000 Penalty: 5438.040527
	Iteration 246Q: 3 clusters Score -1.097875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -10978731.000000 Penalty: 5438.040527
	Iteration 247Q: 3 clusters Score -1.097873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -10978744.000000 Penalty: 5438.040527
	Iteration 248Q: 3 clusters Score -1.097874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -10978738.000000 Penalty: 5438.040527
	Iteration 249Q: 3 clusters Score -1.097874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -10978738.000000 Penalty: 5438.040527
	Iteration 250Q: 3 clusters Score -1.097874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -10978739.000000 Penalty: 5438.040527
	Iteration 251Q: 3 clusters Score -1.097874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -10978729.000000 Penalty: 5438.040527
	Iteration 252Q: 3 clusters Score -1.097873e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -10978716.000000 Penalty: 5438.040527
	Iteration 253Q: 3 clusters Score -1.097872e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -10978725.000000 Penalty: 5438.040527
	Iteration 254Q: 3 clusters Score -1.097872e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -10978715.000000 Penalty: 5438.040527
	Iteration 255Q: 3 clusters Score -1.097872e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -10978745.000000 Penalty: 5438.040527
	Iteration 256Q: 3 clusters Score -1.097874e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -10978741.000000 Penalty: 5438.040527
	Iteration 257Q: 3 clusters Score -1.097874e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -10978738.000000 Penalty: 5438.040527
	Iteration 258Q: 3 clusters Score -1.097874e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -10978739.000000 Penalty: 5438.040527
	Iteration 259Q: 3 clusters Score -1.097874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -10978738.000000 Penalty: 5438.040527
	Iteration 260F: 3 clusters Score -1.097874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -10978739.000000 Penalty: 5438.040527
	Iteration 261Q: 3 clusters Score -1.097874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -10978734.000000 Penalty: 5438.040527
	Iteration 262Q: 3 clusters Score -1.097873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -10978745.000000 Penalty: 5438.040527
	Iteration 263Q: 3 clusters Score -1.097874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -10978741.000000 Penalty: 5438.040527
	Iteration 264Q: 3 clusters Score -1.097874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -10978753.000000 Penalty: 5438.040527
	Iteration 265Q: 3 clusters Score -1.097875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -10978732.000000 Penalty: 5438.040527
	Iteration 266Q: 3 clusters Score -1.097873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -10978734.000000 Penalty: 5438.040527
	Iteration 267Q: 3 clusters Score -1.097873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -10978752.000000 Penalty: 5438.040527
	Iteration 268Q: 3 clusters Score -1.097875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -10978751.000000 Penalty: 5438.040527
	Iteration 269Q: 3 clusters Score -1.097875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -10978751.000000 Penalty: 5438.040527
	Iteration 270Q: 3 clusters Score -1.097875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -10978749.000000 Penalty: 5438.040527
	Iteration 271Q: 3 clusters Score -1.097875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -10978773.000000 Penalty: 5438.040527
	Iteration 272Q: 3 clusters Score -1.097877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -10978765.000000 Penalty: 5438.040527
	Iteration 273Q: 3 clusters Score -1.097876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -10978771.000000 Penalty: 5438.040527
	Iteration 274Q: 3 clusters Score -1.097877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -10978759.000000 Penalty: 5438.040527
	Iteration 275Q: 3 clusters Score -1.097876e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -10978758.000000 Penalty: 5438.040527
	Iteration 276Q: 3 clusters Score -1.097876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -10978748.000000 Penalty: 5438.040527
	Iteration 277Q: 3 clusters Score -1.097875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -10978747.000000 Penalty: 5438.040527
	Iteration 278Q: 3 clusters Score -1.097875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -10978752.000000 Penalty: 5438.040527
	Iteration 279Q: 3 clusters Score -1.097875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -10978747.000000 Penalty: 5438.040527
	Iteration 280F: 3 clusters Score -1.097875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -10978729.000000 Penalty: 5438.040527
	Iteration 281Q: 3 clusters Score -1.097873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -10978737.000000 Penalty: 5438.040527
	Iteration 282Q: 3 clusters Score -1.097874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -10978729.000000 Penalty: 5438.040527
	Iteration 283Q: 3 clusters Score -1.097873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -10978723.000000 Penalty: 5438.040527
	Iteration 284Q: 3 clusters Score -1.097872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -10978722.000000 Penalty: 5438.040527
	Iteration 285Q: 3 clusters Score -1.097872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -10978734.000000 Penalty: 5438.040527
	Iteration 286Q: 3 clusters Score -1.097873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -10978742.000000 Penalty: 5438.040527
	Iteration 287Q: 3 clusters Score -1.097874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -10978733.000000 Penalty: 5438.040527
	Iteration 288Q: 3 clusters Score -1.097873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -10978733.000000 Penalty: 5438.040527
	Iteration 289Q: 3 clusters Score -1.097873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -10978723.000000 Penalty: 5438.040527
	Iteration 290Q: 3 clusters Score -1.097872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -10978720.000000 Penalty: 5438.040527
	Iteration 291Q: 3 clusters Score -1.097872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -10978723.000000 Penalty: 5438.040527
	Iteration 292Q: 3 clusters Score -1.097872e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -10978713.000000 Penalty: 5438.040527
	Iteration 293Q: 3 clusters Score -1.097871e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -10978717.000000 Penalty: 5438.040527
	Iteration 294Q: 3 clusters Score -1.097872e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -10978709.000000 Penalty: 5438.040527
	Iteration 295Q: 3 clusters Score -1.097871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -10978726.000000 Penalty: 5438.040527
	Iteration 296Q: 3 clusters Score -1.097873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -10978714.000000 Penalty: 5438.040527
	Iteration 297Q: 3 clusters Score -1.097871e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -10978707.000000 Penalty: 5438.040527
	Iteration 298Q: 3 clusters Score -1.097871e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -10978714.000000 Penalty: 5438.040527
	Iteration 299Q: 3 clusters Score -1.097871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -10978724.000000 Penalty: 5438.040527
	Iteration 300F: 3 clusters Score -1.097872e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -10978720.000000 Penalty: 5438.040527
	Iteration 301Q: 3 clusters Score -1.097872e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -10978709.000000 Penalty: 5438.040527
	Iteration 302Q: 3 clusters Score -1.097871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -10978727.000000 Penalty: 5438.040527
	Iteration 303Q: 3 clusters Score -1.097873e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -10978729.000000 Penalty: 5438.040527
	Iteration 304Q: 3 clusters Score -1.097873e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -10978740.000000 Penalty: 5438.040527
	Iteration 305Q: 3 clusters Score -1.097874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -10978739.000000 Penalty: 5438.040527
	Iteration 306Q: 3 clusters Score -1.097874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -10978764.000000 Penalty: 5438.040527
	Iteration 307Q: 3 clusters Score -1.097876e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -10978761.000000 Penalty: 5438.040527
	Iteration 308Q: 3 clusters Score -1.097876e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -10978780.000000 Penalty: 5438.040527
	Iteration 309Q: 3 clusters Score -1.097878e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -10978763.000000 Penalty: 5438.040527
	Iteration 310Q: 3 clusters Score -1.097876e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -10978742.000000 Penalty: 5438.040527
	Iteration 311Q: 3 clusters Score -1.097874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -10978745.000000 Penalty: 5438.040527
	Iteration 312Q: 3 clusters Score -1.097874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -10978761.000000 Penalty: 5438.040527
	Iteration 313Q: 3 clusters Score -1.097876e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -10978781.000000 Penalty: 5438.040527
	Iteration 314Q: 3 clusters Score -1.097878e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -10978781.000000 Penalty: 5438.040527
	Iteration 315Q: 3 clusters Score -1.097878e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -10978765.000000 Penalty: 5438.040527
	Iteration 316Q: 3 clusters Score -1.097876e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -10978751.000000 Penalty: 5438.040527
	Iteration 317Q: 3 clusters Score -1.097875e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -10978747.000000 Penalty: 5438.040527
	Iteration 318Q: 3 clusters Score -1.097875e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -10978731.000000 Penalty: 5438.040527
	Iteration 319Q: 3 clusters Score -1.097873e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -10978717.000000 Penalty: 5438.040527
	Iteration 320F: 3 clusters Score -1.097872e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -10978722.000000 Penalty: 5438.040527
	Iteration 321Q: 3 clusters Score -1.097872e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -10978746.000000 Penalty: 5438.040527
	Iteration 322Q: 3 clusters Score -1.097875e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -10978740.000000 Penalty: 5438.040527
	Iteration 323Q: 3 clusters Score -1.097874e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -10978750.000000 Penalty: 5438.040527
	Iteration 324Q: 3 clusters Score -1.097875e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -10978762.000000 Penalty: 5438.040527
	Iteration 325Q: 3 clusters Score -1.097876e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -10978772.000000 Penalty: 5438.040527
	Iteration 326Q: 3 clusters Score -1.097877e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -10978788.000000 Penalty: 5438.040527
	Iteration 327Q: 3 clusters Score -1.097879e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -10978797.000000 Penalty: 5438.040527
	Iteration 328Q: 3 clusters Score -1.09788e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -10978813.000000 Penalty: 5438.040527
	Iteration 329Q: 3 clusters Score -1.097881e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -10978797.000000 Penalty: 5438.040527
	Iteration 330Q: 3 clusters Score -1.09788e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -10978790.000000 Penalty: 5438.040527
	Iteration 331Q: 3 clusters Score -1.097879e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -10978807.000000 Penalty: 5438.040527
	Iteration 332Q: 3 clusters Score -1.097881e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -10978792.000000 Penalty: 5438.040527
	Iteration 333Q: 3 clusters Score -1.097879e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -10978822.000000 Penalty: 5438.040527
	Iteration 334Q: 3 clusters Score -1.097882e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -10978796.000000 Penalty: 5438.040527
	Iteration 335Q: 3 clusters Score -1.09788e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -10978790.000000 Penalty: 5438.040527
	Iteration 336Q: 3 clusters Score -1.097879e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -10978785.000000 Penalty: 5438.040527
	Iteration 337Q: 3 clusters Score -1.097878e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -10978793.000000 Penalty: 5438.040527
	Iteration 338Q: 3 clusters Score -1.097879e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -10978789.000000 Penalty: 5438.040527
	Iteration 339Q: 3 clusters Score -1.097879e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -10978800.000000 Penalty: 5438.040527
	Iteration 340F: 3 clusters Score -1.09788e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -10978791.000000 Penalty: 5438.040527
	Iteration 341Q: 3 clusters Score -1.097879e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -10978805.000000 Penalty: 5438.040527
	Iteration 342Q: 3 clusters Score -1.09788e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -10978795.000000 Penalty: 5438.040527
	Iteration 343Q: 3 clusters Score -1.09788e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -10978805.000000 Penalty: 5438.040527
	Iteration 344Q: 3 clusters Score -1.09788e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -10978808.000000 Penalty: 5438.040527
	Iteration 345Q: 3 clusters Score -1.097881e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -10978791.000000 Penalty: 5438.040527
	Iteration 346Q: 3 clusters Score -1.097879e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -10978790.000000 Penalty: 5438.040527
	Iteration 347Q: 3 clusters Score -1.097879e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -10978807.000000 Penalty: 5438.040527
	Iteration 348Q: 3 clusters Score -1.097881e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -10978797.000000 Penalty: 5438.040527
	Iteration 349Q: 3 clusters Score -1.09788e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -10978809.000000 Penalty: 5438.040527
	Iteration 350Q: 3 clusters Score -1.097881e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -10978806.000000 Penalty: 5438.040527
	Iteration 351Q: 3 clusters Score -1.097881e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -10978805.000000 Penalty: 5438.040527
	Iteration 352Q: 3 clusters Score -1.09788e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -10978806.000000 Penalty: 5438.040527
	Iteration 353Q: 3 clusters Score -1.097881e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -10978812.000000 Penalty: 5438.040527
	Iteration 354Q: 3 clusters Score -1.097881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -10978816.000000 Penalty: 5438.040527
	Iteration 355Q: 3 clusters Score -1.097882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -10978828.000000 Penalty: 5438.040527
	Iteration 356Q: 3 clusters Score -1.097883e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -10978823.000000 Penalty: 5438.040527
	Iteration 357Q: 3 clusters Score -1.097882e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -10978830.000000 Penalty: 5438.040527
	Iteration 358Q: 3 clusters Score -1.097883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -10978835.000000 Penalty: 5438.040527
	Iteration 359Q: 3 clusters Score -1.097884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -10978840.000000 Penalty: 5438.040527
	Iteration 360F: 3 clusters Score -1.097884e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -10978824.000000 Penalty: 5438.040527
	Iteration 361Q: 3 clusters Score -1.097882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -10978838.000000 Penalty: 5438.040527
	Iteration 362Q: 3 clusters Score -1.097884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -10978844.000000 Penalty: 5438.040527
	Iteration 363Q: 3 clusters Score -1.097884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -10978839.000000 Penalty: 5438.040527
	Iteration 364Q: 3 clusters Score -1.097884e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -10978831.000000 Penalty: 5438.040527
	Iteration 365Q: 3 clusters Score -1.097883e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -10978854.000000 Penalty: 5438.040527
	Iteration 366Q: 3 clusters Score -1.097885e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -10978838.000000 Penalty: 5438.040527
	Iteration 367Q: 3 clusters Score -1.097884e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -10978836.000000 Penalty: 5438.040527
	Iteration 368Q: 3 clusters Score -1.097884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -10978827.000000 Penalty: 5438.040527
	Iteration 369Q: 3 clusters Score -1.097883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -10978827.000000 Penalty: 5438.040527
	Iteration 370Q: 3 clusters Score -1.097883e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -10978835.000000 Penalty: 5438.040527
	Iteration 371Q: 3 clusters Score -1.097884e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -10978842.000000 Penalty: 5438.040527
	Iteration 372Q: 3 clusters Score -1.097884e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -10978849.000000 Penalty: 5438.040527
	Iteration 373Q: 3 clusters Score -1.097885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -10978849.000000 Penalty: 5438.040527
	Iteration 374Q: 3 clusters Score -1.097885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -10978841.000000 Penalty: 5438.040527
	Iteration 375Q: 3 clusters Score -1.097884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -10978845.000000 Penalty: 5438.040527
	Iteration 376Q: 3 clusters Score -1.097884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -10978831.000000 Penalty: 5438.040527
	Iteration 377Q: 3 clusters Score -1.097883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -10978836.000000 Penalty: 5438.040527
	Iteration 378Q: 3 clusters Score -1.097884e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -10978844.000000 Penalty: 5438.040527
	Iteration 379Q: 3 clusters Score -1.097884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -10978827.000000 Penalty: 5438.040527
	Iteration 380F: 3 clusters Score -1.097883e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -10978810.000000 Penalty: 5438.040527
	Iteration 381Q: 3 clusters Score -1.097881e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -10978816.000000 Penalty: 5438.040527
	Iteration 382Q: 3 clusters Score -1.097882e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -10978830.000000 Penalty: 5438.040527
	Iteration 383Q: 3 clusters Score -1.097883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -10978830.000000 Penalty: 5438.040527
	Iteration 384Q: 3 clusters Score -1.097883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -10978842.000000 Penalty: 5438.040527
	Iteration 385Q: 3 clusters Score -1.097884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -10978840.000000 Penalty: 5438.040527
	Iteration 386Q: 3 clusters Score -1.097884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -10978855.000000 Penalty: 5438.040527
	Iteration 387Q: 3 clusters Score -1.097886e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -10978851.000000 Penalty: 5438.040527
	Iteration 388Q: 3 clusters Score -1.097885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -10978879.000000 Penalty: 5438.040527
	Iteration 389Q: 3 clusters Score -1.097888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -10978852.000000 Penalty: 5438.040527
	Iteration 390Q: 3 clusters Score -1.097885e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -10978852.000000 Penalty: 5438.040527
	Iteration 391Q: 3 clusters Score -1.097885e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -10978855.000000 Penalty: 5438.040527
	Iteration 392Q: 3 clusters Score -1.097886e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -10978858.000000 Penalty: 5438.040527
	Iteration 393Q: 3 clusters Score -1.097886e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -10978860.000000 Penalty: 5438.040527
	Iteration 394Q: 3 clusters Score -1.097886e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -10978845.000000 Penalty: 5438.040527
	Iteration 395Q: 3 clusters Score -1.097884e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -10978849.000000 Penalty: 5438.040527
	Iteration 396Q: 3 clusters Score -1.097885e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -10978829.000000 Penalty: 5438.040527
	Iteration 397Q: 3 clusters Score -1.097883e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -10978821.000000 Penalty: 5438.040527
	Iteration 398Q: 3 clusters Score -1.097882e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -10978855.000000 Penalty: 5438.040527
	Iteration 399Q: 3 clusters Score -1.097886e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -10978852.000000 Penalty: 5438.040527
	Iteration 400F: 3 clusters Score -1.097885e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -10978843.000000 Penalty: 5438.040527
	Iteration 401Q: 3 clusters Score -1.097884e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -10978870.000000 Penalty: 5438.040527
	Iteration 402Q: 3 clusters Score -1.097887e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -10978884.000000 Penalty: 5438.040527
	Iteration 403Q: 3 clusters Score -1.097888e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -10978904.000000 Penalty: 5438.040527
	Iteration 404Q: 3 clusters Score -1.09789e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -10978901.000000 Penalty: 5438.040527
	Iteration 405Q: 3 clusters Score -1.09789e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -10978929.000000 Penalty: 5438.040527
	Iteration 406Q: 3 clusters Score -1.097893e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -10978932.000000 Penalty: 5438.040527
	Iteration 407Q: 3 clusters Score -1.097893e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -10978938.000000 Penalty: 5438.040527
	Iteration 408Q: 3 clusters Score -1.097894e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -10978937.000000 Penalty: 5438.040527
	Iteration 409Q: 3 clusters Score -1.097894e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -10978921.000000 Penalty: 5438.040527
	Iteration 410Q: 3 clusters Score -1.097892e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -10978923.000000 Penalty: 5438.040527
	Iteration 411Q: 3 clusters Score -1.097892e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -10978920.000000 Penalty: 5438.040527
	Iteration 412Q: 3 clusters Score -1.097892e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -10978933.000000 Penalty: 5438.040527
	Iteration 413Q: 3 clusters Score -1.097893e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -10978930.000000 Penalty: 5438.040527
	Iteration 414Q: 3 clusters Score -1.097893e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -10978946.000000 Penalty: 5438.040527
	Iteration 415Q: 3 clusters Score -1.097895e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -10978969.000000 Penalty: 5438.040527
	Iteration 416Q: 3 clusters Score -1.097897e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -10978967.000000 Penalty: 5438.040527
	Iteration 417Q: 3 clusters Score -1.097897e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -10978960.000000 Penalty: 5438.040527
	Iteration 418Q: 3 clusters Score -1.097896e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -10978962.000000 Penalty: 5438.040527
	Iteration 419Q: 3 clusters Score -1.097896e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -10978980.000000 Penalty: 5438.040527
	Iteration 420F: 3 clusters Score -1.097898e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -10978984.000000 Penalty: 5438.040527
	Iteration 421Q: 3 clusters Score -1.097898e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -10978990.000000 Penalty: 5438.040527
	Iteration 422Q: 3 clusters Score -1.097899e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -10978993.000000 Penalty: 5438.040527
	Iteration 423Q: 3 clusters Score -1.097899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -10979015.000000 Penalty: 5438.040527
	Iteration 424Q: 3 clusters Score -1.097902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -10979015.000000 Penalty: 5438.040527
	Iteration 425Q: 3 clusters Score -1.097902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -10979000.000000 Penalty: 5438.040527
	Iteration 426Q: 3 clusters Score -1.0979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -10979018.000000 Penalty: 5438.040527
	Iteration 427Q: 3 clusters Score -1.097902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -10979005.000000 Penalty: 5438.040527
	Iteration 428Q: 3 clusters Score -1.0979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -10979002.000000 Penalty: 5438.040527
	Iteration 429Q: 3 clusters Score -1.0979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -10979020.000000 Penalty: 5438.040527
	Iteration 430Q: 3 clusters Score -1.097902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -10979018.000000 Penalty: 5438.040527
	Iteration 431Q: 3 clusters Score -1.097902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -10979020.000000 Penalty: 5438.040527
	Iteration 432Q: 3 clusters Score -1.097902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -10979020.000000 Penalty: 5438.040527
	Iteration 433Q: 3 clusters Score -1.097902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -10979024.000000 Penalty: 5438.040527
	Iteration 434Q: 3 clusters Score -1.097902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -10979029.000000 Penalty: 5438.040527
	Iteration 435Q: 3 clusters Score -1.097903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -10979026.000000 Penalty: 5438.040527
	Iteration 436Q: 3 clusters Score -1.097903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -10979027.000000 Penalty: 5438.040527
	Iteration 437Q: 3 clusters Score -1.097903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -10979021.000000 Penalty: 5438.040527
	Iteration 438Q: 3 clusters Score -1.097902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -10979022.000000 Penalty: 5438.040527
	Iteration 439Q: 3 clusters Score -1.097902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -10979024.000000 Penalty: 5438.040527
	Iteration 440F: 3 clusters Score -1.097902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -10979024.000000 Penalty: 5438.040527
	Iteration 441Q: 3 clusters Score -1.097902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -10979027.000000 Penalty: 5438.040527
	Iteration 442Q: 3 clusters Score -1.097903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -10979030.000000 Penalty: 5438.040527
	Iteration 443Q: 3 clusters Score -1.097903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -10979030.000000 Penalty: 5438.040527
	Iteration 444Q: 3 clusters Score -1.097903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -10979026.000000 Penalty: 5438.040527
	Iteration 445Q: 3 clusters Score -1.097903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -10979026.000000 Penalty: 5438.040527
	Iteration 446F: 3 clusters Score -1.097903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 222 members 
Mstep: Class 3 contains 53058 members 
Mstep: Class 4 contains 43176 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 48065 members 
Mstep: Class 7 contains 45512 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 44500 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 18691 members 
Mstep: Class 13 contains 45226 members 
Mstep: Class 14 contains 47121 members 
Mstep: Class 15 contains 14569 members 
Mstep: Class 16 contains 66248 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 49919 members 
Mstep: Class 19 contains 53919 members 
Mstep: Class 21 contains 1527 members 
Entering Unmasked Estep 
Score: -106602944.000000 Penalty: 62571.507812
Splitting cluster 15 changes total score from -106594888.000000 to -106602944.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 16 (66248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Entering Unmasked Estep 
Score: -12215332.000000 Penalty: 2753.087891
	Iteration 0F: 2 clusters Score -1.221533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -12181347.000000 Penalty: 5506.175781
	Iteration 0F: 3 clusters Score -1.218135e+07 nChanged 30596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -12198797.000000 Penalty: 5506.175781
	Iteration 1F: 3 clusters Score -1.21988e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -12199935.000000 Penalty: 5506.175781
	Iteration 2Q: 3 clusters Score -1.219994e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -12201278.000000 Penalty: 5506.175781
	Iteration 3Q: 3 clusters Score -1.220128e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -12202936.000000 Penalty: 5506.175781
	Iteration 4F: 3 clusters Score -1.220294e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -12205062.000000 Penalty: 5506.175781
	Iteration 5F: 3 clusters Score -1.220506e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -12207833.000000 Penalty: 5506.175781
	Iteration 6F: 3 clusters Score -1.220783e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -12211461.000000 Penalty: 5506.175781
	Iteration 7F: 3 clusters Score -1.221146e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -12214456.000000 Penalty: 5506.175781
	Iteration 8F: 3 clusters Score -1.221446e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -12215989.000000 Penalty: 5506.175781
	Iteration 9F: 3 clusters Score -1.221599e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -12216584.000000 Penalty: 5506.175781
	Iteration 10Q: 3 clusters Score -1.221658e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -12216761.000000 Penalty: 5506.175781
	Iteration 11Q: 3 clusters Score -1.221676e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -12216783.000000 Penalty: 5506.175781
	Iteration 12Q: 3 clusters Score -1.221678e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -12216533.000000 Penalty: 5506.175781
	Iteration 13Q: 3 clusters Score -1.221653e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -12216395.000000 Penalty: 5506.175781
	Iteration 14Q: 3 clusters Score -1.22164e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -12216197.000000 Penalty: 5506.175781
	Iteration 15Q: 3 clusters Score -1.22162e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -12216033.000000 Penalty: 5506.175781
	Iteration 16Q: 3 clusters Score -1.221603e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -12215881.000000 Penalty: 5506.175781
	Iteration 17Q: 3 clusters Score -1.221588e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -12215655.000000 Penalty: 5506.175781
	Iteration 18Q: 3 clusters Score -1.221566e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -12215481.000000 Penalty: 5506.175781
	Iteration 19Q: 3 clusters Score -1.221548e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -12215305.000000 Penalty: 5506.175781
	Iteration 20F: 3 clusters Score -1.22153e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -12215153.000000 Penalty: 5506.175781
	Iteration 21Q: 3 clusters Score -1.221515e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -12215049.000000 Penalty: 5506.175781
	Iteration 22Q: 3 clusters Score -1.221505e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -12214982.000000 Penalty: 5506.175781
	Iteration 23Q: 3 clusters Score -1.221498e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -12214887.000000 Penalty: 5506.175781
	Iteration 24Q: 3 clusters Score -1.221489e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -12214788.000000 Penalty: 5506.175781
	Iteration 25Q: 3 clusters Score -1.221479e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -12214685.000000 Penalty: 5506.175781
	Iteration 26Q: 3 clusters Score -1.221468e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -12214643.000000 Penalty: 5506.175781
	Iteration 27Q: 3 clusters Score -1.221464e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -12214572.000000 Penalty: 5506.175781
	Iteration 28Q: 3 clusters Score -1.221457e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -12214520.000000 Penalty: 5506.175781
	Iteration 29Q: 3 clusters Score -1.221452e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -12214482.000000 Penalty: 5506.175781
	Iteration 30Q: 3 clusters Score -1.221448e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -12214437.000000 Penalty: 5506.175781
	Iteration 31Q: 3 clusters Score -1.221444e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -12214461.000000 Penalty: 5506.175781
	Iteration 32Q: 3 clusters Score -1.221446e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -12214417.000000 Penalty: 5506.175781
	Iteration 33Q: 3 clusters Score -1.221442e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -12214408.000000 Penalty: 5506.175781
	Iteration 34Q: 3 clusters Score -1.221441e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -12214376.000000 Penalty: 5506.175781
	Iteration 35Q: 3 clusters Score -1.221438e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -12214345.000000 Penalty: 5506.175781
	Iteration 36Q: 3 clusters Score -1.221434e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -12214291.000000 Penalty: 5506.175781
	Iteration 37Q: 3 clusters Score -1.221429e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -12214251.000000 Penalty: 5506.175781
	Iteration 38Q: 3 clusters Score -1.221425e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -12214236.000000 Penalty: 5506.175781
	Iteration 39Q: 3 clusters Score -1.221424e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -12214227.000000 Penalty: 5506.175781
	Iteration 40F: 3 clusters Score -1.221423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -12214227.000000 Penalty: 5506.175781
	Iteration 41Q: 3 clusters Score -1.221423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -12214221.000000 Penalty: 5506.175781
	Iteration 42Q: 3 clusters Score -1.221422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -12214219.000000 Penalty: 5506.175781
	Iteration 43Q: 3 clusters Score -1.221422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -12214197.000000 Penalty: 5506.175781
	Iteration 44Q: 3 clusters Score -1.22142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -12214196.000000 Penalty: 5506.175781
	Iteration 45Q: 3 clusters Score -1.22142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -12214177.000000 Penalty: 5506.175781
	Iteration 46Q: 3 clusters Score -1.221418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
Score: -12214165.000000 Penalty: 5506.175781
	Iteration 47Q: 3 clusters Score -1.221416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -12214182.000000 Penalty: 5506.175781
	Iteration 48Q: 3 clusters Score -1.221418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -12214170.000000 Penalty: 5506.175781
	Iteration 49Q: 3 clusters Score -1.221417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -12214167.000000 Penalty: 5506.175781
	Iteration 50Q: 3 clusters Score -1.221417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -12214151.000000 Penalty: 5506.175781
	Iteration 51Q: 3 clusters Score -1.221415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -12214158.000000 Penalty: 5506.175781
	Iteration 52Q: 3 clusters Score -1.221416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -12214163.000000 Penalty: 5506.175781
	Iteration 53Q: 3 clusters Score -1.221416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -12214168.000000 Penalty: 5506.175781
	Iteration 54Q: 3 clusters Score -1.221417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -12214165.000000 Penalty: 5506.175781
	Iteration 55Q: 3 clusters Score -1.221416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -12214164.000000 Penalty: 5506.175781
	Iteration 56Q: 3 clusters Score -1.221416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -12214170.000000 Penalty: 5506.175781
	Iteration 57Q: 3 clusters Score -1.221417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -12214168.000000 Penalty: 5506.175781
	Iteration 58Q: 3 clusters Score -1.221417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 64753 members 
Entering Unmasked Estep 
Score: -12214164.000000 Penalty: 5506.175781
	Iteration 59Q: 3 clusters Score -1.221416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -12214172.000000 Penalty: 5506.175781
	Iteration 60F: 3 clusters Score -1.221417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -12214166.000000 Penalty: 5506.175781
	Iteration 61Q: 3 clusters Score -1.221417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -12214158.000000 Penalty: 5506.175781
	Iteration 62Q: 3 clusters Score -1.221416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -12214162.000000 Penalty: 5506.175781
	Iteration 63Q: 3 clusters Score -1.221416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -12214174.000000 Penalty: 5506.175781
	Iteration 64Q: 3 clusters Score -1.221417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -12214170.000000 Penalty: 5506.175781
	Iteration 65Q: 3 clusters Score -1.221417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -12214167.000000 Penalty: 5506.175781
	Iteration 66Q: 3 clusters Score -1.221417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -12214177.000000 Penalty: 5506.175781
	Iteration 67Q: 3 clusters Score -1.221418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -12214178.000000 Penalty: 5506.175781
	Iteration 68Q: 3 clusters Score -1.221418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -12214178.000000 Penalty: 5506.175781
	Iteration 69Q: 3 clusters Score -1.221418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -12214181.000000 Penalty: 5506.175781
	Iteration 70Q: 3 clusters Score -1.221418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -12214186.000000 Penalty: 5506.175781
	Iteration 71Q: 3 clusters Score -1.221419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -12214166.000000 Penalty: 5506.175781
	Iteration 72Q: 3 clusters Score -1.221417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -12214160.000000 Penalty: 5506.175781
	Iteration 73Q: 3 clusters Score -1.221416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -12214147.000000 Penalty: 5506.175781
	Iteration 74Q: 3 clusters Score -1.221415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -12214146.000000 Penalty: 5506.175781
	Iteration 75Q: 3 clusters Score -1.221415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -12214146.000000 Penalty: 5506.175781
	Iteration 76Q: 3 clusters Score -1.221415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -12214157.000000 Penalty: 5506.175781
	Iteration 77Q: 3 clusters Score -1.221416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -12214153.000000 Penalty: 5506.175781
	Iteration 78Q: 3 clusters Score -1.221415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -12214173.000000 Penalty: 5506.175781
	Iteration 79Q: 3 clusters Score -1.221417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -12214176.000000 Penalty: 5506.175781
	Iteration 80F: 3 clusters Score -1.221418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -12214174.000000 Penalty: 5506.175781
	Iteration 81Q: 3 clusters Score -1.221417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -12214175.000000 Penalty: 5506.175781
	Iteration 82Q: 3 clusters Score -1.221418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -12214177.000000 Penalty: 5506.175781
	Iteration 83Q: 3 clusters Score -1.221418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -12214170.000000 Penalty: 5506.175781
	Iteration 84Q: 3 clusters Score -1.221417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -12214168.000000 Penalty: 5506.175781
	Iteration 85Q: 3 clusters Score -1.221417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -12214161.000000 Penalty: 5506.175781
	Iteration 86Q: 3 clusters Score -1.221416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -12214162.000000 Penalty: 5506.175781
	Iteration 87Q: 3 clusters Score -1.221416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -12214154.000000 Penalty: 5506.175781
	Iteration 88Q: 3 clusters Score -1.221415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -12214161.000000 Penalty: 5506.175781
	Iteration 89Q: 3 clusters Score -1.221416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -12214154.000000 Penalty: 5506.175781
	Iteration 90Q: 3 clusters Score -1.221415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -12214164.000000 Penalty: 5506.175781
	Iteration 91Q: 3 clusters Score -1.221416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -12214165.000000 Penalty: 5506.175781
	Iteration 92Q: 3 clusters Score -1.221416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -12214151.000000 Penalty: 5506.175781
	Iteration 93Q: 3 clusters Score -1.221415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -12214159.000000 Penalty: 5506.175781
	Iteration 94Q: 3 clusters Score -1.221416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -12214152.000000 Penalty: 5506.175781
	Iteration 95Q: 3 clusters Score -1.221415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -12214154.000000 Penalty: 5506.175781
	Iteration 96Q: 3 clusters Score -1.221415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -12214153.000000 Penalty: 5506.175781
	Iteration 97Q: 3 clusters Score -1.221415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -12214150.000000 Penalty: 5506.175781
	Iteration 98Q: 3 clusters Score -1.221415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -12214146.000000 Penalty: 5506.175781
	Iteration 99Q: 3 clusters Score -1.221415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -12214145.000000 Penalty: 5506.175781
	Iteration 100F: 3 clusters Score -1.221414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -12214142.000000 Penalty: 5506.175781
	Iteration 101Q: 3 clusters Score -1.221414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -12214145.000000 Penalty: 5506.175781
	Iteration 102Q: 3 clusters Score -1.221414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -12214145.000000 Penalty: 5506.175781
	Iteration 103F: 3 clusters Score -1.221414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -168378.921875 Penalty: 1773.374023
	Iteration 0F: 2 clusters Score -168378.9 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 620 members 
Entering Unmasked Estep 
Score: -166460.171875 Penalty: 3546.748047
	Iteration 0F: 3 clusters Score -166460.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -167283.359375 Penalty: 3546.748047
	Iteration 1F: 3 clusters Score -167283.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -167720.046875 Penalty: 3546.748047
	Iteration 2F: 3 clusters Score -167720 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -168137.906250 Penalty: 3546.748047
	Iteration 3F: 3 clusters Score -168137.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -168474.515625 Penalty: 3546.748047
	Iteration 4F: 3 clusters Score -168474.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -168695.375000 Penalty: 3546.748047
	Iteration 5Q: 3 clusters Score -168695.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -168866.000000 Penalty: 3546.748047
	Iteration 6Q: 3 clusters Score -168866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -168962.890625 Penalty: 3546.748047
	Iteration 7Q: 3 clusters Score -168962.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -169043.406250 Penalty: 3546.748047
	Iteration 8Q: 3 clusters Score -169043.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -169113.359375 Penalty: 3546.748047
	Iteration 9Q: 3 clusters Score -169113.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -169187.640625 Penalty: 3546.748047
	Iteration 10Q: 3 clusters Score -169187.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -169257.843750 Penalty: 3546.748047
	Iteration 11Q: 3 clusters Score -169257.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -169293.265625 Penalty: 3546.748047
	Iteration 12Q: 3 clusters Score -169293.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -169322.906250 Penalty: 3546.748047
	Iteration 13Q: 3 clusters Score -169322.9 nChanged 4
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: -169325.312500 Penalty: 3546.748047
	Iteration 14Q: 3 clusters Score -169325.3 nChanged 3
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: -169327.593750 Penalty: 3546.748047
	Iteration 15Q: 3 clusters Score -169327.6 nChanged 1
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: -169328.437500 Penalty: 3546.748047
	Iteration 16Q: 3 clusters Score -169328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -169329.671875 Penalty: 3546.748047
	Iteration 17Q: 3 clusters Score -169329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -169329.890625 Penalty: 3546.748047
	Iteration 18F: 3 clusters Score -169329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -169334.296875 Penalty: 3546.748047
	Iteration 19Q: 3 clusters Score -169334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -169334.296875 Penalty: 3546.748047
	Iteration 20F: 3 clusters Score -169334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 222 members 
Mstep: Class 3 contains 53058 members 
Mstep: Class 4 contains 43176 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 48065 members 
Mstep: Class 7 contains 45512 members 
Mstep: Class 8 contains 620 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 44500 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 18691 members 
Mstep: Class 13 contains 45226 members 
Mstep: Class 14 contains 47121 members 
Mstep: Class 15 contains 14569 members 
Mstep: Class 16 contains 66248 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 49919 members 
Mstep: Class 19 contains 53919 members 
Mstep: Class 21 contains 1527 members 
Entering Unmasked Estep 
Score: -106602312.000000 Penalty: 65864.742188
Splitting cluster 17 changes total score from -106594888.000000 to -106602312.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 18 (49919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Entering Unmasked Estep 
Score: -9263810.000000 Penalty: 2682.903076
	Iteration 0F: 2 clusters Score -9263810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -9233850.000000 Penalty: 5365.806152
	Iteration 0F: 3 clusters Score -9233850 nChanged 23024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -9246482.000000 Penalty: 5365.806152
	Iteration 1F: 3 clusters Score -9246482 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -9247133.000000 Penalty: 5365.806152
	Iteration 2Q: 3 clusters Score -9247133 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -9247871.000000 Penalty: 5365.806152
	Iteration 3Q: 3 clusters Score -9247871 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -9248689.000000 Penalty: 5365.806152
	Iteration 4Q: 3 clusters Score -9248689 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -9249555.000000 Penalty: 5365.806152
	Iteration 5Q: 3 clusters Score -9249555 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -9250732.000000 Penalty: 5365.806152
	Iteration 6Q: 3 clusters Score -9250732 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -9252153.000000 Penalty: 5365.806152
	Iteration 7Q: 3 clusters Score -9252153 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -9253774.000000 Penalty: 5365.806152
	Iteration 8Q: 3 clusters Score -9253774 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -9255424.000000 Penalty: 5365.806152
	Iteration 9Q: 3 clusters Score -9255424 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -9257071.000000 Penalty: 5365.806152
	Iteration 10Q: 3 clusters Score -9257071 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -9258528.000000 Penalty: 5365.806152
	Iteration 11Q: 3 clusters Score -9258528 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -9259620.000000 Penalty: 5365.806152
	Iteration 12Q: 3 clusters Score -9259620 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -9260365.000000 Penalty: 5365.806152
	Iteration 13Q: 3 clusters Score -9260365 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -9260872.000000 Penalty: 5365.806152
	Iteration 14Q: 3 clusters Score -9260872 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -9261163.000000 Penalty: 5365.806152
	Iteration 15Q: 3 clusters Score -9261163 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -9261397.000000 Penalty: 5365.806152
	Iteration 16Q: 3 clusters Score -9261397 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -9261484.000000 Penalty: 5365.806152
	Iteration 17Q: 3 clusters Score -9261484 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -9261552.000000 Penalty: 5365.806152
	Iteration 18Q: 3 clusters Score -9261552 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -9261618.000000 Penalty: 5365.806152
	Iteration 19Q: 3 clusters Score -9261618 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -9261641.000000 Penalty: 5365.806152
	Iteration 20F: 3 clusters Score -9261641 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -9261640.000000 Penalty: 5365.806152
	Iteration 21Q: 3 clusters Score -9261640 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -9261716.000000 Penalty: 5365.806152
	Iteration 22Q: 3 clusters Score -9261716 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -9261759.000000 Penalty: 5365.806152
	Iteration 23Q: 3 clusters Score -9261759 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -9261792.000000 Penalty: 5365.806152
	Iteration 24Q: 3 clusters Score -9261792 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -9261838.000000 Penalty: 5365.806152
	Iteration 25Q: 3 clusters Score -9261838 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -9261866.000000 Penalty: 5365.806152
	Iteration 26Q: 3 clusters Score -9261866 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -9261854.000000 Penalty: 5365.806152
	Iteration 27Q: 3 clusters Score -9261854 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -9261874.000000 Penalty: 5365.806152
	Iteration 28Q: 3 clusters Score -9261874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -9261876.000000 Penalty: 5365.806152
	Iteration 29Q: 3 clusters Score -9261876 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -9261873.000000 Penalty: 5365.806152
	Iteration 30Q: 3 clusters Score -9261873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -9261894.000000 Penalty: 5365.806152
	Iteration 31Q: 3 clusters Score -9261894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -9261877.000000 Penalty: 5365.806152
	Iteration 32Q: 3 clusters Score -9261877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -9261911.000000 Penalty: 5365.806152
	Iteration 33Q: 3 clusters Score -9261911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -9261923.000000 Penalty: 5365.806152
	Iteration 34Q: 3 clusters Score -9261923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -9261934.000000 Penalty: 5365.806152
	Iteration 35Q: 3 clusters Score -9261934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -9261913.000000 Penalty: 5365.806152
	Iteration 36Q: 3 clusters Score -9261913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -9261933.000000 Penalty: 5365.806152
	Iteration 37Q: 3 clusters Score -9261933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -9261925.000000 Penalty: 5365.806152
	Iteration 38Q: 3 clusters Score -9261925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -9261940.000000 Penalty: 5365.806152
	Iteration 39Q: 3 clusters Score -9261940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -9261943.000000 Penalty: 5365.806152
	Iteration 40F: 3 clusters Score -9261943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -9261956.000000 Penalty: 5365.806152
	Iteration 41Q: 3 clusters Score -9261956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -9261961.000000 Penalty: 5365.806152
	Iteration 42Q: 3 clusters Score -9261961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -9261969.000000 Penalty: 5365.806152
	Iteration 43Q: 3 clusters Score -9261969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -9261966.000000 Penalty: 5365.806152
	Iteration 44Q: 3 clusters Score -9261966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -9261961.000000 Penalty: 5365.806152
	Iteration 45Q: 3 clusters Score -9261961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -9261951.000000 Penalty: 5365.806152
	Iteration 46Q: 3 clusters Score -9261951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -9261949.000000 Penalty: 5365.806152
	Iteration 47Q: 3 clusters Score -9261949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -9261943.000000 Penalty: 5365.806152
	Iteration 48Q: 3 clusters Score -9261943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -9261951.000000 Penalty: 5365.806152
	Iteration 49Q: 3 clusters Score -9261951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -9261953.000000 Penalty: 5365.806152
	Iteration 50Q: 3 clusters Score -9261953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -9261950.000000 Penalty: 5365.806152
	Iteration 51Q: 3 clusters Score -9261950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -9261949.000000 Penalty: 5365.806152
	Iteration 52Q: 3 clusters Score -9261949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -9261961.000000 Penalty: 5365.806152
	Iteration 53Q: 3 clusters Score -9261961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -9261948.000000 Penalty: 5365.806152
	Iteration 54Q: 3 clusters Score -9261948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -9261951.000000 Penalty: 5365.806152
	Iteration 55Q: 3 clusters Score -9261951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -9261942.000000 Penalty: 5365.806152
	Iteration 56Q: 3 clusters Score -9261942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -9261939.000000 Penalty: 5365.806152
	Iteration 57Q: 3 clusters Score -9261939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -9261934.000000 Penalty: 5365.806152
	Iteration 58Q: 3 clusters Score -9261934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -9261940.000000 Penalty: 5365.806152
	Iteration 59Q: 3 clusters Score -9261940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -9261947.000000 Penalty: 5365.806152
	Iteration 60F: 3 clusters Score -9261947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -9261945.000000 Penalty: 5365.806152
	Iteration 61Q: 3 clusters Score -9261945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -9261935.000000 Penalty: 5365.806152
	Iteration 62Q: 3 clusters Score -9261935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -9261945.000000 Penalty: 5365.806152
	Iteration 63Q: 3 clusters Score -9261945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -9261934.000000 Penalty: 5365.806152
	Iteration 64Q: 3 clusters Score -9261934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -9261935.000000 Penalty: 5365.806152
	Iteration 65Q: 3 clusters Score -9261935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -9261935.000000 Penalty: 5365.806152
	Iteration 66Q: 3 clusters Score -9261935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -9261940.000000 Penalty: 5365.806152
	Iteration 67Q: 3 clusters Score -9261940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -9261942.000000 Penalty: 5365.806152
	Iteration 68Q: 3 clusters Score -9261942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -9261941.000000 Penalty: 5365.806152
	Iteration 69Q: 3 clusters Score -9261941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -9261941.000000 Penalty: 5365.806152
	Iteration 70Q: 3 clusters Score -9261941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -9261942.000000 Penalty: 5365.806152
	Iteration 71Q: 3 clusters Score -9261942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -9261941.000000 Penalty: 5365.806152
	Iteration 72Q: 3 clusters Score -9261941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -9261941.000000 Penalty: 5365.806152
	Iteration 73F: 3 clusters Score -9261941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Entering Unmasked Estep 
Score: -9993591.000000 Penalty: 2702.019043
	Iteration 0F: 2 clusters Score -9993591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -9964010.000000 Penalty: 5404.038086
	Iteration 0F: 3 clusters Score -9964010 nChanged 24963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -9978183.000000 Penalty: 5404.038086
	Iteration 1F: 3 clusters Score -9978183 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -9979036.000000 Penalty: 5404.038086
	Iteration 2Q: 3 clusters Score -9979036 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -9979855.000000 Penalty: 5404.038086
	Iteration 3Q: 3 clusters Score -9979855 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -9980789.000000 Penalty: 5404.038086
	Iteration 4Q: 3 clusters Score -9980789 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -9981986.000000 Penalty: 5404.038086
	Iteration 5Q: 3 clusters Score -9981986 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -9983497.000000 Penalty: 5404.038086
	Iteration 6F: 3 clusters Score -9983497 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -9985390.000000 Penalty: 5404.038086
	Iteration 7F: 3 clusters Score -9985390 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -9987481.000000 Penalty: 5404.038086
	Iteration 8F: 3 clusters Score -9987481 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -9989094.000000 Penalty: 5404.038086
	Iteration 9F: 3 clusters Score -9989094 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -9990084.000000 Penalty: 5404.038086
	Iteration 10Q: 3 clusters Score -9990084 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -9990472.000000 Penalty: 5404.038086
	Iteration 11Q: 3 clusters Score -9990472 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -9990640.000000 Penalty: 5404.038086
	Iteration 12Q: 3 clusters Score -9990640 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -9990779.000000 Penalty: 5404.038086
	Iteration 13Q: 3 clusters Score -9990779 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -9990924.000000 Penalty: 5404.038086
	Iteration 14Q: 3 clusters Score -9990924 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -9991035.000000 Penalty: 5404.038086
	Iteration 15Q: 3 clusters Score -9991035 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -9991091.000000 Penalty: 5404.038086
	Iteration 16Q: 3 clusters Score -9991091 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -9991180.000000 Penalty: 5404.038086
	Iteration 17Q: 3 clusters Score -9991180 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -9991239.000000 Penalty: 5404.038086
	Iteration 18Q: 3 clusters Score -9991239 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -9991309.000000 Penalty: 5404.038086
	Iteration 19Q: 3 clusters Score -9991309 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -9991368.000000 Penalty: 5404.038086
	Iteration 20F: 3 clusters Score -9991368 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -9991413.000000 Penalty: 5404.038086
	Iteration 21Q: 3 clusters Score -9991413 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -9991439.000000 Penalty: 5404.038086
	Iteration 22Q: 3 clusters Score -9991439 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -9991470.000000 Penalty: 5404.038086
	Iteration 23Q: 3 clusters Score -9991470 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -9991482.000000 Penalty: 5404.038086
	Iteration 24Q: 3 clusters Score -9991482 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -9991500.000000 Penalty: 5404.038086
	Iteration 25Q: 3 clusters Score -9991500 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -9991534.000000 Penalty: 5404.038086
	Iteration 26Q: 3 clusters Score -9991534 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -9991548.000000 Penalty: 5404.038086
	Iteration 27Q: 3 clusters Score -9991548 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -9991578.000000 Penalty: 5404.038086
	Iteration 28Q: 3 clusters Score -9991578 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -9991644.000000 Penalty: 5404.038086
	Iteration 29Q: 3 clusters Score -9991644 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -9991639.000000 Penalty: 5404.038086
	Iteration 30Q: 3 clusters Score -9991639 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -9991631.000000 Penalty: 5404.038086
	Iteration 31Q: 3 clusters Score -9991631 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -9991677.000000 Penalty: 5404.038086
	Iteration 32Q: 3 clusters Score -9991677 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -9991752.000000 Penalty: 5404.038086
	Iteration 33Q: 3 clusters Score -9991752 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -9991796.000000 Penalty: 5404.038086
	Iteration 34Q: 3 clusters Score -9991796 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -9991828.000000 Penalty: 5404.038086
	Iteration 35Q: 3 clusters Score -9991828 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -9991851.000000 Penalty: 5404.038086
	Iteration 36Q: 3 clusters Score -9991851 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -9991887.000000 Penalty: 5404.038086
	Iteration 37Q: 3 clusters Score -9991887 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -9991914.000000 Penalty: 5404.038086
	Iteration 38Q: 3 clusters Score -9991914 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -9991949.000000 Penalty: 5404.038086
	Iteration 39Q: 3 clusters Score -9991949 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -9991989.000000 Penalty: 5404.038086
	Iteration 40F: 3 clusters Score -9991989 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -9992015.000000 Penalty: 5404.038086
	Iteration 41Q: 3 clusters Score -9992015 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -9992040.000000 Penalty: 5404.038086
	Iteration 42Q: 3 clusters Score -9992040 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -9992051.000000 Penalty: 5404.038086
	Iteration 43Q: 3 clusters Score -9992051 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -9992067.000000 Penalty: 5404.038086
	Iteration 44Q: 3 clusters Score -9992067 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -9992076.000000 Penalty: 5404.038086
	Iteration 45Q: 3 clusters Score -9992076 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -9992090.000000 Penalty: 5404.038086
	Iteration 46Q: 3 clusters Score -9992090 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -9992094.000000 Penalty: 5404.038086
	Iteration 47Q: 3 clusters Score -9992094 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -9992132.000000 Penalty: 5404.038086
	Iteration 48Q: 3 clusters Score -9992132 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -9992157.000000 Penalty: 5404.038086
	Iteration 49Q: 3 clusters Score -9992157 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -9992199.000000 Penalty: 5404.038086
	Iteration 50Q: 3 clusters Score -9992199 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -9992240.000000 Penalty: 5404.038086
	Iteration 51Q: 3 clusters Score -9992240 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -9992261.000000 Penalty: 5404.038086
	Iteration 52Q: 3 clusters Score -9992261 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -9992297.000000 Penalty: 5404.038086
	Iteration 53Q: 3 clusters Score -9992297 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -9992362.000000 Penalty: 5404.038086
	Iteration 54Q: 3 clusters Score -9992362 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -9992371.000000 Penalty: 5404.038086
	Iteration 55Q: 3 clusters Score -9992371 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -9992385.000000 Penalty: 5404.038086
	Iteration 56Q: 3 clusters Score -9992385 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -9992421.000000 Penalty: 5404.038086
	Iteration 57Q: 3 clusters Score -9992421 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -9992487.000000 Penalty: 5404.038086
	Iteration 58Q: 3 clusters Score -9992487 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -9992516.000000 Penalty: 5404.038086
	Iteration 59Q: 3 clusters Score -9992516 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -9992579.000000 Penalty: 5404.038086
	Iteration 60F: 3 clusters Score -9992579 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -9992610.000000 Penalty: 5404.038086
	Iteration 61Q: 3 clusters Score -9992610 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -9992684.000000 Penalty: 5404.038086
	Iteration 62Q: 3 clusters Score -9992684 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -9992758.000000 Penalty: 5404.038086
	Iteration 63Q: 3 clusters Score -9992758 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -9992803.000000 Penalty: 5404.038086
	Iteration 64Q: 3 clusters Score -9992803 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -9992845.000000 Penalty: 5404.038086
	Iteration 65Q: 3 clusters Score -9992845 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -9992872.000000 Penalty: 5404.038086
	Iteration 66Q: 3 clusters Score -9992872 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -9992921.000000 Penalty: 5404.038086
	Iteration 67Q: 3 clusters Score -9992921 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -9992957.000000 Penalty: 5404.038086
	Iteration 68Q: 3 clusters Score -9992957 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -9992966.000000 Penalty: 5404.038086
	Iteration 69Q: 3 clusters Score -9992966 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -9993048.000000 Penalty: 5404.038086
	Iteration 70Q: 3 clusters Score -9993048 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -9993088.000000 Penalty: 5404.038086
	Iteration 71Q: 3 clusters Score -9993088 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -9993106.000000 Penalty: 5404.038086
	Iteration 72Q: 3 clusters Score -9993106 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -9993177.000000 Penalty: 5404.038086
	Iteration 73Q: 3 clusters Score -9993177 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -9993195.000000 Penalty: 5404.038086
	Iteration 74Q: 3 clusters Score -9993195 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -9993229.000000 Penalty: 5404.038086
	Iteration 75Q: 3 clusters Score -9993229 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -9993271.000000 Penalty: 5404.038086
	Iteration 76Q: 3 clusters Score -9993271 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -9993308.000000 Penalty: 5404.038086
	Iteration 77Q: 3 clusters Score -9993308 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -9993324.000000 Penalty: 5404.038086
	Iteration 78Q: 3 clusters Score -9993324 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -9993282.000000 Penalty: 5404.038086
	Iteration 79Q: 3 clusters Score -9993282 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -9993250.000000 Penalty: 5404.038086
	Iteration 80F: 3 clusters Score -9993250 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -9993175.000000 Penalty: 5404.038086
	Iteration 81Q: 3 clusters Score -9993175 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -9993092.000000 Penalty: 5404.038086
	Iteration 82Q: 3 clusters Score -9993092 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -9992956.000000 Penalty: 5404.038086
	Iteration 83Q: 3 clusters Score -9992956 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -9992837.000000 Penalty: 5404.038086
	Iteration 84Q: 3 clusters Score -9992837 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -9992684.000000 Penalty: 5404.038086
	Iteration 85Q: 3 clusters Score -9992684 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -9992566.000000 Penalty: 5404.038086
	Iteration 86Q: 3 clusters Score -9992566 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -9992526.000000 Penalty: 5404.038086
	Iteration 87Q: 3 clusters Score -9992526 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9992445.000000 Penalty: 5404.038086
	Iteration 88Q: 3 clusters Score -9992445 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -9992379.000000 Penalty: 5404.038086
	Iteration 89Q: 3 clusters Score -9992379 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -9992364.000000 Penalty: 5404.038086
	Iteration 90Q: 3 clusters Score -9992364 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -9992318.000000 Penalty: 5404.038086
	Iteration 91Q: 3 clusters Score -9992318 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -9992263.000000 Penalty: 5404.038086
	Iteration 92Q: 3 clusters Score -9992263 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -9992209.000000 Penalty: 5404.038086
	Iteration 93Q: 3 clusters Score -9992209 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -9992202.000000 Penalty: 5404.038086
	Iteration 94Q: 3 clusters Score -9992202 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -9992139.000000 Penalty: 5404.038086
	Iteration 95Q: 3 clusters Score -9992139 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -9992151.000000 Penalty: 5404.038086
	Iteration 96Q: 3 clusters Score -9992151 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -9992149.000000 Penalty: 5404.038086
	Iteration 97Q: 3 clusters Score -9992149 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -9992135.000000 Penalty: 5404.038086
	Iteration 98Q: 3 clusters Score -9992135 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -9992112.000000 Penalty: 5404.038086
	Iteration 99Q: 3 clusters Score -9992112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -9992099.000000 Penalty: 5404.038086
	Iteration 100F: 3 clusters Score -9992099 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -9992076.000000 Penalty: 5404.038086
	Iteration 101Q: 3 clusters Score -9992076 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -9992086.000000 Penalty: 5404.038086
	Iteration 102Q: 3 clusters Score -9992086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -9992067.000000 Penalty: 5404.038086
	Iteration 103Q: 3 clusters Score -9992067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -9992052.000000 Penalty: 5404.038086
	Iteration 104Q: 3 clusters Score -9992052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -9992048.000000 Penalty: 5404.038086
	Iteration 105Q: 3 clusters Score -9992048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -9992029.000000 Penalty: 5404.038086
	Iteration 106Q: 3 clusters Score -9992029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -9992038.000000 Penalty: 5404.038086
	Iteration 107Q: 3 clusters Score -9992038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -9992039.000000 Penalty: 5404.038086
	Iteration 108Q: 3 clusters Score -9992039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -9992033.000000 Penalty: 5404.038086
	Iteration 109Q: 3 clusters Score -9992033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -9992024.000000 Penalty: 5404.038086
	Iteration 110Q: 3 clusters Score -9992024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -9992017.000000 Penalty: 5404.038086
	Iteration 111Q: 3 clusters Score -9992017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -9992009.000000 Penalty: 5404.038086
	Iteration 112Q: 3 clusters Score -9992009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -9992012.000000 Penalty: 5404.038086
	Iteration 113Q: 3 clusters Score -9992012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -9991999.000000 Penalty: 5404.038086
	Iteration 114Q: 3 clusters Score -9991999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -9991999.000000 Penalty: 5404.038086
	Iteration 115Q: 3 clusters Score -9991999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -9992011.000000 Penalty: 5404.038086
	Iteration 116Q: 3 clusters Score -9992011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -9992003.000000 Penalty: 5404.038086
	Iteration 117Q: 3 clusters Score -9992003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -9991998.000000 Penalty: 5404.038086
	Iteration 118Q: 3 clusters Score -9991998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -9991993.000000 Penalty: 5404.038086
	Iteration 119Q: 3 clusters Score -9991993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -9991993.000000 Penalty: 5404.038086
	Iteration 120F: 3 clusters Score -9991993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -9991984.000000 Penalty: 5404.038086
	Iteration 121Q: 3 clusters Score -9991984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -9991995.000000 Penalty: 5404.038086
	Iteration 122Q: 3 clusters Score -9991995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -9991988.000000 Penalty: 5404.038086
	Iteration 123Q: 3 clusters Score -9991988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -9991977.000000 Penalty: 5404.038086
	Iteration 124Q: 3 clusters Score -9991977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -9991984.000000 Penalty: 5404.038086
	Iteration 125Q: 3 clusters Score -9991984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -9991982.000000 Penalty: 5404.038086
	Iteration 126Q: 3 clusters Score -9991982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -9991975.000000 Penalty: 5404.038086
	Iteration 127Q: 3 clusters Score -9991975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -9991968.000000 Penalty: 5404.038086
	Iteration 128Q: 3 clusters Score -9991968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -9991960.000000 Penalty: 5404.038086
	Iteration 129Q: 3 clusters Score -9991960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -9991962.000000 Penalty: 5404.038086
	Iteration 130Q: 3 clusters Score -9991962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -9991961.000000 Penalty: 5404.038086
	Iteration 131Q: 3 clusters Score -9991961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -9991971.000000 Penalty: 5404.038086
	Iteration 132Q: 3 clusters Score -9991971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -9991955.000000 Penalty: 5404.038086
	Iteration 133Q: 3 clusters Score -9991955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -9991955.000000 Penalty: 5404.038086
	Iteration 134Q: 3 clusters Score -9991955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -9991959.000000 Penalty: 5404.038086
	Iteration 135Q: 3 clusters Score -9991959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -9991955.000000 Penalty: 5404.038086
	Iteration 136Q: 3 clusters Score -9991955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -9991957.000000 Penalty: 5404.038086
	Iteration 137Q: 3 clusters Score -9991957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -9991971.000000 Penalty: 5404.038086
	Iteration 138Q: 3 clusters Score -9991971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -9991956.000000 Penalty: 5404.038086
	Iteration 139Q: 3 clusters Score -9991956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -9991965.000000 Penalty: 5404.038086
	Iteration 140F: 3 clusters Score -9991965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -9991969.000000 Penalty: 5404.038086
	Iteration 141Q: 3 clusters Score -9991969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -9991974.000000 Penalty: 5404.038086
	Iteration 142Q: 3 clusters Score -9991974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -9991970.000000 Penalty: 5404.038086
	Iteration 143Q: 3 clusters Score -9991970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -9991977.000000 Penalty: 5404.038086
	Iteration 144Q: 3 clusters Score -9991977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -9991994.000000 Penalty: 5404.038086
	Iteration 145Q: 3 clusters Score -9991994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -9992000.000000 Penalty: 5404.038086
	Iteration 146Q: 3 clusters Score -9992000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -9991975.000000 Penalty: 5404.038086
	Iteration 147Q: 3 clusters Score -9991975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -9991964.000000 Penalty: 5404.038086
	Iteration 148Q: 3 clusters Score -9991964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -9991982.000000 Penalty: 5404.038086
	Iteration 149Q: 3 clusters Score -9991982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -9991949.000000 Penalty: 5404.038086
	Iteration 150Q: 3 clusters Score -9991949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -9991943.000000 Penalty: 5404.038086
	Iteration 151Q: 3 clusters Score -9991943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -9991947.000000 Penalty: 5404.038086
	Iteration 152Q: 3 clusters Score -9991947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -9991934.000000 Penalty: 5404.038086
	Iteration 153Q: 3 clusters Score -9991934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -9991951.000000 Penalty: 5404.038086
	Iteration 154Q: 3 clusters Score -9991951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -9991958.000000 Penalty: 5404.038086
	Iteration 155Q: 3 clusters Score -9991958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -9991952.000000 Penalty: 5404.038086
	Iteration 156Q: 3 clusters Score -9991952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -9991968.000000 Penalty: 5404.038086
	Iteration 157Q: 3 clusters Score -9991968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -9991962.000000 Penalty: 5404.038086
	Iteration 158Q: 3 clusters Score -9991962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -9991966.000000 Penalty: 5404.038086
	Iteration 159Q: 3 clusters Score -9991966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -9991960.000000 Penalty: 5404.038086
	Iteration 160F: 3 clusters Score -9991960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -9991953.000000 Penalty: 5404.038086
	Iteration 161Q: 3 clusters Score -9991953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -9991963.000000 Penalty: 5404.038086
	Iteration 162Q: 3 clusters Score -9991963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -9991954.000000 Penalty: 5404.038086
	Iteration 163Q: 3 clusters Score -9991954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -9991956.000000 Penalty: 5404.038086
	Iteration 164Q: 3 clusters Score -9991956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -9991963.000000 Penalty: 5404.038086
	Iteration 165Q: 3 clusters Score -9991963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -9991971.000000 Penalty: 5404.038086
	Iteration 166Q: 3 clusters Score -9991971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -9991965.000000 Penalty: 5404.038086
	Iteration 167Q: 3 clusters Score -9991965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -9991966.000000 Penalty: 5404.038086
	Iteration 168Q: 3 clusters Score -9991966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -9991967.000000 Penalty: 5404.038086
	Iteration 169Q: 3 clusters Score -9991967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -9991968.000000 Penalty: 5404.038086
	Iteration 170Q: 3 clusters Score -9991968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -9991967.000000 Penalty: 5404.038086
	Iteration 171Q: 3 clusters Score -9991967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -9991973.000000 Penalty: 5404.038086
	Iteration 172Q: 3 clusters Score -9991973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -9991968.000000 Penalty: 5404.038086
	Iteration 173Q: 3 clusters Score -9991968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -9991969.000000 Penalty: 5404.038086
	Iteration 174Q: 3 clusters Score -9991969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -9991969.000000 Penalty: 5404.038086
	Iteration 175F: 3 clusters Score -9991969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -240881.375000 Penalty: 1818.103027
	Iteration 0F: 2 clusters Score -240881.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -238669.203125 Penalty: 3636.206055
	Iteration 0F: 3 clusters Score -238669.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -239582.281250 Penalty: 3636.206055
	Iteration 1F: 3 clusters Score -239582.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -240134.578125 Penalty: 3636.206055
	Iteration 2F: 3 clusters Score -240134.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -240434.453125 Penalty: 3636.206055
	Iteration 3F: 3 clusters Score -240434.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -240568.390625 Penalty: 3636.206055
	Iteration 4Q: 3 clusters Score -240568.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -240619.546875 Penalty: 3636.206055
	Iteration 5Q: 3 clusters Score -240619.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -240672.437500 Penalty: 3636.206055
	Iteration 6Q: 3 clusters Score -240672.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -240728.609375 Penalty: 3636.206055
	Iteration 7Q: 3 clusters Score -240728.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -240772.500000 Penalty: 3636.206055
	Iteration 8Q: 3 clusters Score -240772.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -240809.953125 Penalty: 3636.206055
	Iteration 9Q: 3 clusters Score -240810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -240843.156250 Penalty: 3636.206055
	Iteration 10Q: 3 clusters Score -240843.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -240881.703125 Penalty: 3636.206055
	Iteration 11Q: 3 clusters Score -240881.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -240919.046875 Penalty: 3636.206055
	Iteration 12Q: 3 clusters Score -240919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -240948.562500 Penalty: 3636.206055
	Iteration 13Q: 3 clusters Score -240948.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -240966.500000 Penalty: 3636.206055
	Iteration 14Q: 3 clusters Score -240966.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -240991.031250 Penalty: 3636.206055
	Iteration 15Q: 3 clusters Score -240991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -241006.515625 Penalty: 3636.206055
	Iteration 16Q: 3 clusters Score -241006.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -241022.640625 Penalty: 3636.206055
	Iteration 17Q: 3 clusters Score -241022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -241028.031250 Penalty: 3636.206055
	Iteration 18Q: 3 clusters Score -241028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -241031.812500 Penalty: 3636.206055
	Iteration 19Q: 3 clusters Score -241031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -241040.453125 Penalty: 3636.206055
	Iteration 20F: 3 clusters Score -241040.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -241043.890625 Penalty: 3636.206055
	Iteration 21Q: 3 clusters Score -241043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -241044.812500 Penalty: 3636.206055
	Iteration 22Q: 3 clusters Score -241044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -241044.812500 Penalty: 3636.206055
	Iteration 23F: 3 clusters Score -241044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 222 members 
Mstep: Class 3 contains 53058 members 
Mstep: Class 4 contains 43176 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 48065 members 
Mstep: Class 7 contains 45512 members 
Mstep: Class 8 contains 620 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 44500 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 18691 members 
Mstep: Class 13 contains 45226 members 
Mstep: Class 14 contains 47121 members 
Mstep: Class 15 contains 14569 members 
Mstep: Class 16 contains 66248 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 49919 members 
Mstep: Class 19 contains 53919 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 778 members 
Entering Unmasked Estep 
Score: -106601064.000000 Penalty: 69157.984375
Splitting cluster 21 changes total score from -106594888.000000 to -106601064.000000
So it's getting split into cluster 20.
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 3 contains 53058 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 48065 members 
Mstep: Class 7 contains 45512 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 44500 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 18691 members 
Mstep: Class 13 contains 45226 members 
Mstep: Class 14 contains 47121 members 
Mstep: Class 15 contains 14569 members 
Mstep: Class 16 contains 66248 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 49919 members 
Mstep: Class 19 contains 53919 members 
Mstep: Class 21 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106610688.000000 Penalty: 69157.984375
Iteration 39Q: 22 clusters Score -1.066107e+08 nChanged 27888
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 222 members 
Mstep: Class 3 contains 53391 members 
Mstep: Class 4 contains 41148 members 
Mstep: Class 5 contains 2132 members 
Mstep: Class 6 contains 46825 members 
Mstep: Class 7 contains 49066 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 45337 members 
Mstep: Class 11 contains 457 members 
Mstep: Class 12 contains 19123 members 
Mstep: Class 13 contains 45016 members 
Mstep: Class 14 contains 46955 members 
Mstep: Class 15 contains 16107 members 
Mstep: Class 16 contains 62644 members 
Mstep: Class 17 contains 651 members 
Mstep: Class 18 contains 49750 members 
Mstep: Class 19 contains 53815 members 
Mstep: Class 20 contains 759 members 
Mstep: Class 21 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106619288.000000 Penalty: 69157.984375
Iteration 40F: 22 clusters Score -1.066193e+08 nChanged 23553
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 52622 members 
Mstep: Class 4 contains 44160 members 
Mstep: Class 5 contains 2086 members 
Mstep: Class 6 contains 44942 members 
Mstep: Class 7 contains 51625 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 45485 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 19592 members 
Mstep: Class 13 contains 44401 members 
Mstep: Class 14 contains 45908 members 
Mstep: Class 15 contains 17128 members 
Mstep: Class 16 contains 58222 members 
Mstep: Class 17 contains 624 members 
Mstep: Class 18 contains 48964 members 
Mstep: Class 19 contains 52332 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106624352.000000 Penalty: 69157.984375
Iteration 41Q: 22 clusters Score -1.066244e+08 nChanged 20062
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 51586 members 
Mstep: Class 4 contains 46696 members 
Mstep: Class 5 contains 2061 members 
Mstep: Class 6 contains 44169 members 
Mstep: Class 7 contains 53237 members 
Mstep: Class 8 contains 561 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 45262 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 20284 members 
Mstep: Class 13 contains 43884 members 
Mstep: Class 14 contains 45564 members 
Mstep: Class 15 contains 18488 members 
Mstep: Class 16 contains 54129 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 48432 members 
Mstep: Class 19 contains 51154 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106627184.000000 Penalty: 69157.984375
Iteration 42Q: 22 clusters Score -1.066272e+08 nChanged 18912
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 50749 members 
Mstep: Class 4 contains 48344 members 
Mstep: Class 5 contains 2056 members 
Mstep: Class 6 contains 43885 members 
Mstep: Class 7 contains 54267 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 45150 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 20994 members 
Mstep: Class 13 contains 43518 members 
Mstep: Class 14 contains 45609 members 
Mstep: Class 15 contains 20020 members 
Mstep: Class 16 contains 50675 members 
Mstep: Class 17 contains 613 members 
Mstep: Class 18 contains 48073 members 
Mstep: Class 19 contains 49909 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106628808.000000 Penalty: 69157.984375
Iteration 43Q: 22 clusters Score -1.066288e+08 nChanged 17377
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 50232 members 
Mstep: Class 4 contains 48758 members 
Mstep: Class 5 contains 2058 members 
Mstep: Class 6 contains 43862 members 
Mstep: Class 7 contains 54662 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 45155 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 21668 members 
Mstep: Class 13 contains 43434 members 
Mstep: Class 14 contains 45767 members 
Mstep: Class 15 contains 21749 members 
Mstep: Class 16 contains 47998 members 
Mstep: Class 17 contains 607 members 
Mstep: Class 18 contains 47773 members 
Mstep: Class 19 contains 48816 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106629160.000000 Penalty: 69157.984375
Iteration 44Q: 22 clusters Score -1.066292e+08 nChanged 15162
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 49881 members 
Mstep: Class 4 contains 48222 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 43934 members 
Mstep: Class 7 contains 54599 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 1307 members 
Mstep: Class 10 contains 45431 members 
Mstep: Class 11 contains 475 members 
Mstep: Class 12 contains 22260 members 
Mstep: Class 13 contains 43447 members 
Mstep: Class 14 contains 45932 members 
Mstep: Class 15 contains 23603 members 
Mstep: Class 16 contains 46187 members 
Mstep: Class 17 contains 604 members 
Mstep: Class 18 contains 47560 members 
Mstep: Class 19 contains 48039 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106630752.000000 Penalty: 69157.984375
Iteration 45Q: 22 clusters Score -1.066308e+08 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 49599 members 
Mstep: Class 4 contains 47268 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 43929 members 
Mstep: Class 7 contains 54009 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 45665 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 22791 members 
Mstep: Class 13 contains 43492 members 
Mstep: Class 14 contains 46025 members 
Mstep: Class 15 contains 25703 members 
Mstep: Class 16 contains 45143 members 
Mstep: Class 17 contains 604 members 
Mstep: Class 18 contains 47340 members 
Mstep: Class 19 contains 47533 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106632832.000000 Penalty: 69157.984375
Iteration 46Q: 22 clusters Score -1.066328e+08 nChanged 12399
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 49223 members 
Mstep: Class 4 contains 46305 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 43855 members 
Mstep: Class 7 contains 53219 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 45848 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 23227 members 
Mstep: Class 13 contains 43491 members 
Mstep: Class 14 contains 46010 members 
Mstep: Class 15 contains 27982 members 
Mstep: Class 16 contains 44684 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 47159 members 
Mstep: Class 19 contains 47185 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106635184.000000 Penalty: 69157.984375
Iteration 47Q: 22 clusters Score -1.066352e+08 nChanged 11631
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 48793 members 
Mstep: Class 4 contains 45388 members 
Mstep: Class 5 contains 2058 members 
Mstep: Class 6 contains 43763 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 45839 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 23617 members 
Mstep: Class 13 contains 43329 members 
Mstep: Class 14 contains 45999 members 
Mstep: Class 15 contains 30571 members 
Mstep: Class 16 contains 44552 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 46939 members 
Mstep: Class 19 contains 47055 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106637648.000000 Penalty: 69157.984375
Iteration 48Q: 22 clusters Score -1.066376e+08 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 48485 members 
Mstep: Class 4 contains 44477 members 
Mstep: Class 5 contains 2064 members 
Mstep: Class 6 contains 43664 members 
Mstep: Class 7 contains 51361 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 45663 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 23943 members 
Mstep: Class 13 contains 43081 members 
Mstep: Class 14 contains 45946 members 
Mstep: Class 15 contains 33395 members 
Mstep: Class 16 contains 44569 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 46765 members 
Mstep: Class 19 contains 46979 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106640056.000000 Penalty: 69157.984375
Iteration 49Q: 22 clusters Score -1.066401e+08 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 48104 members 
Mstep: Class 4 contains 43602 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 43454 members 
Mstep: Class 7 contains 50434 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 45367 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 24230 members 
Mstep: Class 13 contains 42835 members 
Mstep: Class 14 contains 45928 members 
Mstep: Class 15 contains 36471 members 
Mstep: Class 16 contains 44757 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 46575 members 
Mstep: Class 19 contains 46868 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106643048.000000 Penalty: 69157.984375
Iteration 50Q: 22 clusters Score -1.06643e+08 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 47739 members 
Mstep: Class 4 contains 42881 members 
Mstep: Class 5 contains 2081 members 
Mstep: Class 6 contains 43158 members 
Mstep: Class 7 contains 49634 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 1313 members 
Mstep: Class 10 contains 44993 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 24469 members 
Mstep: Class 13 contains 42595 members 
Mstep: Class 14 contains 45877 members 
Mstep: Class 15 contains 39643 members 
Mstep: Class 16 contains 44993 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 46351 members 
Mstep: Class 19 contains 46685 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106645424.000000 Penalty: 69157.984375
Iteration 51Q: 22 clusters Score -1.066454e+08 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 47368 members 
Mstep: Class 4 contains 42189 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 42842 members 
Mstep: Class 7 contains 48893 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 44620 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 24693 members 
Mstep: Class 13 contains 42328 members 
Mstep: Class 14 contains 45859 members 
Mstep: Class 15 contains 42928 members 
Mstep: Class 16 contains 45357 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 46128 members 
Mstep: Class 19 contains 46319 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106647008.000000 Penalty: 69157.984375
Iteration 52Q: 22 clusters Score -1.06647e+08 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 47017 members 
Mstep: Class 4 contains 41269 members 
Mstep: Class 5 contains 2092 members 
Mstep: Class 6 contains 42618 members 
Mstep: Class 7 contains 48176 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 43860 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 24872 members 
Mstep: Class 13 contains 42119 members 
Mstep: Class 14 contains 45775 members 
Mstep: Class 15 contains 46661 members 
Mstep: Class 16 contains 45703 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 45945 members 
Mstep: Class 19 contains 45926 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106647000.000000 Penalty: 69157.984375
Iteration 53Q: 22 clusters Score -1.06647e+08 nChanged 14707
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 46726 members 
Mstep: Class 4 contains 40136 members 
Mstep: Class 5 contains 2098 members 
Mstep: Class 6 contains 42982 members 
Mstep: Class 7 contains 47656 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 42599 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 25042 members 
Mstep: Class 13 contains 41998 members 
Mstep: Class 14 contains 45859 members 
Mstep: Class 15 contains 49647 members 
Mstep: Class 16 contains 45906 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 45988 members 
Mstep: Class 19 contains 45662 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106643776.000000 Penalty: 69157.984375
Iteration 54Q: 22 clusters Score -1.066438e+08 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 46572 members 
Mstep: Class 4 contains 39807 members 
Mstep: Class 5 contains 2103 members 
Mstep: Class 6 contains 43664 members 
Mstep: Class 7 contains 47454 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 41739 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 25206 members 
Mstep: Class 13 contains 42159 members 
Mstep: Class 14 contains 46032 members 
Mstep: Class 15 contains 49352 members 
Mstep: Class 16 contains 46289 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 46262 members 
Mstep: Class 19 contains 45868 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106642800.000000 Penalty: 69157.984375
Iteration 55Q: 22 clusters Score -1.066428e+08 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 46256 members 
Mstep: Class 4 contains 40081 members 
Mstep: Class 5 contains 2105 members 
Mstep: Class 6 contains 44309 members 
Mstep: Class 7 contains 47344 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 41443 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 25395 members 
Mstep: Class 13 contains 42336 members 
Mstep: Class 14 contains 46177 members 
Mstep: Class 15 contains 48045 members 
Mstep: Class 16 contains 46837 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 46430 members 
Mstep: Class 19 contains 46036 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106643784.000000 Penalty: 69157.984375
Iteration 56Q: 22 clusters Score -1.066438e+08 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 45894 members 
Mstep: Class 4 contains 40558 members 
Mstep: Class 5 contains 2109 members 
Mstep: Class 6 contains 44550 members 
Mstep: Class 7 contains 47141 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 41451 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 25583 members 
Mstep: Class 13 contains 42524 members 
Mstep: Class 14 contains 46264 members 
Mstep: Class 15 contains 46974 members 
Mstep: Class 16 contains 47318 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 46515 members 
Mstep: Class 19 contains 46179 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106645160.000000 Penalty: 69157.984375
Iteration 57Q: 22 clusters Score -1.066452e+08 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 45645 members 
Mstep: Class 4 contains 41044 members 
Mstep: Class 5 contains 2117 members 
Mstep: Class 6 contains 44621 members 
Mstep: Class 7 contains 47013 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 41557 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 25792 members 
Mstep: Class 13 contains 42617 members 
Mstep: Class 14 contains 46250 members 
Mstep: Class 15 contains 46270 members 
Mstep: Class 16 contains 47631 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 46511 members 
Mstep: Class 19 contains 46309 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106647136.000000 Penalty: 69157.984375
Iteration 58Q: 22 clusters Score -1.066471e+08 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 45400 members 
Mstep: Class 4 contains 41566 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 44698 members 
Mstep: Class 7 contains 46928 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 41690 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 25999 members 
Mstep: Class 13 contains 42621 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 45822 members 
Mstep: Class 16 contains 47797 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 46499 members 
Mstep: Class 19 contains 46405 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106648288.000000 Penalty: 69157.984375
Iteration 59Q: 22 clusters Score -1.066483e+08 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 45113 members 
Mstep: Class 4 contains 42035 members 
Mstep: Class 5 contains 2141 members 
Mstep: Class 6 contains 44749 members 
Mstep: Class 7 contains 46865 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 41899 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 26180 members 
Mstep: Class 13 contains 42637 members 
Mstep: Class 14 contains 46154 members 
Mstep: Class 15 contains 45513 members 
Mstep: Class 16 contains 47814 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 46520 members 
Mstep: Class 19 contains 46477 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652552.000000 Penalty: 69157.984375
Iteration 60F: 22 clusters Score -1.066526e+08 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 44791 members 
Mstep: Class 4 contains 40051 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 44764 members 
Mstep: Class 7 contains 46711 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 41534 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 26350 members 
Mstep: Class 13 contains 42571 members 
Mstep: Class 14 contains 46016 members 
Mstep: Class 15 contains 49316 members 
Mstep: Class 16 contains 47584 members 
Mstep: Class 17 contains 601 members 
Mstep: Class 18 contains 46457 members 
Mstep: Class 19 contains 46144 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106651144.000000 Penalty: 69157.984375
Iteration 61Q: 22 clusters Score -1.066511e+08 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 44706 members 
Mstep: Class 4 contains 38642 members 
Mstep: Class 5 contains 2159 members 
Mstep: Class 6 contains 45068 members 
Mstep: Class 7 contains 46709 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 41292 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 26509 members 
Mstep: Class 13 contains 42728 members 
Mstep: Class 14 contains 46067 members 
Mstep: Class 15 contains 51134 members 
Mstep: Class 16 contains 47252 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46529 members 
Mstep: Class 19 contains 45925 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650488.000000 Penalty: 69157.984375
Iteration 62Q: 22 clusters Score -1.066505e+08 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44702 members 
Mstep: Class 4 contains 37759 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 45517 members 
Mstep: Class 7 contains 46637 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 41499 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 26642 members 
Mstep: Class 13 contains 42925 members 
Mstep: Class 14 contains 46209 members 
Mstep: Class 15 contains 51408 members 
Mstep: Class 16 contains 47082 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46583 members 
Mstep: Class 19 contains 45864 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650160.000000 Penalty: 69157.984375
Iteration 63Q: 22 clusters Score -1.066502e+08 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44739 members 
Mstep: Class 4 contains 37419 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 45830 members 
Mstep: Class 7 contains 46603 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 42049 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 26768 members 
Mstep: Class 13 contains 43094 members 
Mstep: Class 14 contains 46243 members 
Mstep: Class 15 contains 50847 members 
Mstep: Class 16 contains 47020 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46552 members 
Mstep: Class 19 contains 45947 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650968.000000 Penalty: 69157.984375
Iteration 64Q: 22 clusters Score -1.06651e+08 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44798 members 
Mstep: Class 4 contains 37343 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 45869 members 
Mstep: Class 7 contains 46531 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 42735 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 26905 members 
Mstep: Class 13 contains 43136 members 
Mstep: Class 14 contains 46286 members 
Mstep: Class 15 contains 50144 members 
Mstep: Class 16 contains 47068 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46505 members 
Mstep: Class 19 contains 46132 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106651776.000000 Penalty: 69157.984375
Iteration 65Q: 22 clusters Score -1.066518e+08 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44810 members 
Mstep: Class 4 contains 37523 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 6 contains 45654 members 
Mstep: Class 7 contains 46493 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 43462 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27015 members 
Mstep: Class 13 contains 43093 members 
Mstep: Class 14 contains 46252 members 
Mstep: Class 15 contains 49521 members 
Mstep: Class 16 contains 47161 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46473 members 
Mstep: Class 19 contains 46302 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652232.000000 Penalty: 69157.984375
Iteration 66Q: 22 clusters Score -1.066522e+08 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44776 members 
Mstep: Class 4 contains 37898 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 45309 members 
Mstep: Class 7 contains 46379 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 44170 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27127 members 
Mstep: Class 13 contains 43086 members 
Mstep: Class 14 contains 46189 members 
Mstep: Class 15 contains 49057 members 
Mstep: Class 16 contains 47236 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46420 members 
Mstep: Class 19 contains 46377 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106653248.000000 Penalty: 69157.984375
Iteration 67Q: 22 clusters Score -1.066532e+08 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44702 members 
Mstep: Class 4 contains 38388 members 
Mstep: Class 5 contains 2193 members 
Mstep: Class 6 contains 44939 members 
Mstep: Class 7 contains 46148 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 44843 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27233 members 
Mstep: Class 13 contains 43031 members 
Mstep: Class 14 contains 46095 members 
Mstep: Class 15 contains 48723 members 
Mstep: Class 16 contains 47390 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46361 members 
Mstep: Class 19 contains 46417 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106654136.000000 Penalty: 69157.984375
Iteration 68Q: 22 clusters Score -1.066541e+08 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44619 members 
Mstep: Class 4 contains 38973 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 44479 members 
Mstep: Class 7 contains 45964 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 45353 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27325 members 
Mstep: Class 13 contains 43012 members 
Mstep: Class 14 contains 45982 members 
Mstep: Class 15 contains 48517 members 
Mstep: Class 16 contains 47518 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46327 members 
Mstep: Class 19 contains 46451 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106655336.000000 Penalty: 69157.984375
Iteration 69Q: 22 clusters Score -1.066553e+08 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44540 members 
Mstep: Class 4 contains 39649 members 
Mstep: Class 5 contains 2210 members 
Mstep: Class 6 contains 43945 members 
Mstep: Class 7 contains 45782 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 45776 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27410 members 
Mstep: Class 13 contains 42954 members 
Mstep: Class 14 contains 45842 members 
Mstep: Class 15 contains 48417 members 
Mstep: Class 16 contains 47659 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46320 members 
Mstep: Class 19 contains 46469 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106655952.000000 Penalty: 69157.984375
Iteration 70Q: 22 clusters Score -1.06656e+08 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44458 members 
Mstep: Class 4 contains 40465 members 
Mstep: Class 5 contains 2213 members 
Mstep: Class 6 contains 43490 members 
Mstep: Class 7 contains 45650 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 46114 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27478 members 
Mstep: Class 13 contains 42860 members 
Mstep: Class 14 contains 45814 members 
Mstep: Class 15 contains 48194 members 
Mstep: Class 16 contains 47824 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46273 members 
Mstep: Class 19 contains 46425 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106656752.000000 Penalty: 69157.984375
Iteration 71Q: 22 clusters Score -1.066568e+08 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44415 members 
Mstep: Class 4 contains 41370 members 
Mstep: Class 5 contains 2217 members 
Mstep: Class 6 contains 43195 members 
Mstep: Class 7 contains 45494 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 46347 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27544 members 
Mstep: Class 13 contains 42746 members 
Mstep: Class 14 contains 45780 members 
Mstep: Class 15 contains 47874 members 
Mstep: Class 16 contains 47989 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46224 members 
Mstep: Class 19 contains 46399 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106657528.000000 Penalty: 69157.984375
Iteration 72Q: 22 clusters Score -1.066575e+08 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44284 members 
Mstep: Class 4 contains 42383 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 43006 members 
Mstep: Class 7 contains 45367 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 46417 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27597 members 
Mstep: Class 13 contains 42559 members 
Mstep: Class 14 contains 45689 members 
Mstep: Class 15 contains 47615 members 
Mstep: Class 16 contains 48145 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46241 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659000.000000 Penalty: 69157.984375
Iteration 73Q: 22 clusters Score -1.06659e+08 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44165 members 
Mstep: Class 4 contains 43411 members 
Mstep: Class 5 contains 2226 members 
Mstep: Class 6 contains 42878 members 
Mstep: Class 7 contains 45256 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 46330 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27650 members 
Mstep: Class 13 contains 42451 members 
Mstep: Class 14 contains 45540 members 
Mstep: Class 15 contains 47345 members 
Mstep: Class 16 contains 48210 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46310 members 
Mstep: Class 19 contains 46314 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659904.000000 Penalty: 69157.984375
Iteration 74Q: 22 clusters Score -1.066599e+08 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44009 members 
Mstep: Class 4 contains 44386 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 42795 members 
Mstep: Class 7 contains 45220 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 46080 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27674 members 
Mstep: Class 13 contains 42459 members 
Mstep: Class 14 contains 45365 members 
Mstep: Class 15 contains 47201 members 
Mstep: Class 16 contains 48162 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46425 members 
Mstep: Class 19 contains 46243 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660304.000000 Penalty: 69157.984375
Iteration 75Q: 22 clusters Score -1.066603e+08 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 43854 members 
Mstep: Class 4 contains 45199 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 42806 members 
Mstep: Class 7 contains 45208 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 45805 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27709 members 
Mstep: Class 13 contains 42580 members 
Mstep: Class 14 contains 45205 members 
Mstep: Class 15 contains 47143 members 
Mstep: Class 16 contains 47997 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46472 members 
Mstep: Class 19 contains 46195 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660712.000000 Penalty: 69157.984375
Iteration 76Q: 22 clusters Score -1.066607e+08 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 43794 members 
Mstep: Class 4 contains 45820 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 42859 members 
Mstep: Class 7 contains 45217 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 45518 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27735 members 
Mstep: Class 13 contains 42712 members 
Mstep: Class 14 contains 45086 members 
Mstep: Class 15 contains 47119 members 
Mstep: Class 16 contains 47782 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46501 members 
Mstep: Class 19 contains 46202 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661032.000000 Penalty: 69157.984375
Iteration 77Q: 22 clusters Score -1.06661e+08 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 43780 members 
Mstep: Class 4 contains 46084 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 42942 members 
Mstep: Class 7 contains 45223 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 45340 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27775 members 
Mstep: Class 13 contains 42833 members 
Mstep: Class 14 contains 45090 members 
Mstep: Class 15 contains 47066 members 
Mstep: Class 16 contains 47617 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46567 members 
Mstep: Class 19 contains 46191 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661184.000000 Penalty: 69157.984375
Iteration 78Q: 22 clusters Score -1.066612e+08 nChanged 6006
Entering ConstructFrom: 
Score: -106661184.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (51078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Entering Unmasked Estep 
Score: -9374431.000000 Penalty: 2688.595215
	Iteration 0F: 2 clusters Score -9374431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -9343114.000000 Penalty: 5377.190430
	Iteration 0F: 3 clusters Score -9343114 nChanged 23570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -9356163.000000 Penalty: 5377.190430
	Iteration 1F: 3 clusters Score -9356163 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -9356698.000000 Penalty: 5377.190430
	Iteration 2Q: 3 clusters Score -9356698 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -9357329.000000 Penalty: 5377.190430
	Iteration 3Q: 3 clusters Score -9357329 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -9358201.000000 Penalty: 5377.190430
	Iteration 4Q: 3 clusters Score -9358201 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -9359596.000000 Penalty: 5377.190430
	Iteration 5F: 3 clusters Score -9359596 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -9361559.000000 Penalty: 5377.190430
	Iteration 6F: 3 clusters Score -9361559 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -9364244.000000 Penalty: 5377.190430
	Iteration 7F: 3 clusters Score -9364244 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -9367238.000000 Penalty: 5377.190430
	Iteration 8F: 3 clusters Score -9367238 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -9369754.000000 Penalty: 5377.190430
	Iteration 9F: 3 clusters Score -9369754 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -9371139.000000 Penalty: 5377.190430
	Iteration 10Q: 3 clusters Score -9371139 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -9371699.000000 Penalty: 5377.190430
	Iteration 11Q: 3 clusters Score -9371699 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -9371918.000000 Penalty: 5377.190430
	Iteration 12Q: 3 clusters Score -9371918 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -9372084.000000 Penalty: 5377.190430
	Iteration 13Q: 3 clusters Score -9372084 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -9372239.000000 Penalty: 5377.190430
	Iteration 14Q: 3 clusters Score -9372239 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -9372391.000000 Penalty: 5377.190430
	Iteration 15Q: 3 clusters Score -9372391 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -9372514.000000 Penalty: 5377.190430
	Iteration 16Q: 3 clusters Score -9372514 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -9372608.000000 Penalty: 5377.190430
	Iteration 17Q: 3 clusters Score -9372608 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -9372703.000000 Penalty: 5377.190430
	Iteration 18Q: 3 clusters Score -9372703 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -9372775.000000 Penalty: 5377.190430
	Iteration 19Q: 3 clusters Score -9372775 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -9372849.000000 Penalty: 5377.190430
	Iteration 20F: 3 clusters Score -9372849 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -9372908.000000 Penalty: 5377.190430
	Iteration 21Q: 3 clusters Score -9372908 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -9372978.000000 Penalty: 5377.190430
	Iteration 22Q: 3 clusters Score -9372978 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -9373032.000000 Penalty: 5377.190430
	Iteration 23Q: 3 clusters Score -9373032 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -9373108.000000 Penalty: 5377.190430
	Iteration 24Q: 3 clusters Score -9373108 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -9373153.000000 Penalty: 5377.190430
	Iteration 25Q: 3 clusters Score -9373153 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -9373188.000000 Penalty: 5377.190430
	Iteration 26Q: 3 clusters Score -9373188 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -9373258.000000 Penalty: 5377.190430
	Iteration 27Q: 3 clusters Score -9373258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -9373329.000000 Penalty: 5377.190430
	Iteration 28Q: 3 clusters Score -9373329 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -9373385.000000 Penalty: 5377.190430
	Iteration 29Q: 3 clusters Score -9373385 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -9373414.000000 Penalty: 5377.190430
	Iteration 30Q: 3 clusters Score -9373414 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -9373445.000000 Penalty: 5377.190430
	Iteration 31Q: 3 clusters Score -9373445 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -9373505.000000 Penalty: 5377.190430
	Iteration 32Q: 3 clusters Score -9373505 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -9373541.000000 Penalty: 5377.190430
	Iteration 33Q: 3 clusters Score -9373541 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -9373588.000000 Penalty: 5377.190430
	Iteration 34Q: 3 clusters Score -9373588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -9373639.000000 Penalty: 5377.190430
	Iteration 35Q: 3 clusters Score -9373639 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -9373679.000000 Penalty: 5377.190430
	Iteration 36Q: 3 clusters Score -9373679 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -9373737.000000 Penalty: 5377.190430
	Iteration 37Q: 3 clusters Score -9373737 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -9373753.000000 Penalty: 5377.190430
	Iteration 38Q: 3 clusters Score -9373753 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -9373804.000000 Penalty: 5377.190430
	Iteration 39Q: 3 clusters Score -9373804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -9373864.000000 Penalty: 5377.190430
	Iteration 40F: 3 clusters Score -9373864 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -9373922.000000 Penalty: 5377.190430
	Iteration 41Q: 3 clusters Score -9373922 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -9373950.000000 Penalty: 5377.190430
	Iteration 42Q: 3 clusters Score -9373950 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -9373982.000000 Penalty: 5377.190430
	Iteration 43Q: 3 clusters Score -9373982 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -9374018.000000 Penalty: 5377.190430
	Iteration 44Q: 3 clusters Score -9374018 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -9374053.000000 Penalty: 5377.190430
	Iteration 45Q: 3 clusters Score -9374053 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -9374089.000000 Penalty: 5377.190430
	Iteration 46Q: 3 clusters Score -9374089 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -9374140.000000 Penalty: 5377.190430
	Iteration 47Q: 3 clusters Score -9374140 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -9374169.000000 Penalty: 5377.190430
	Iteration 48Q: 3 clusters Score -9374169 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -9374225.000000 Penalty: 5377.190430
	Iteration 49Q: 3 clusters Score -9374225 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -9374227.000000 Penalty: 5377.190430
	Iteration 50Q: 3 clusters Score -9374227 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -9374330.000000 Penalty: 5377.190430
	Iteration 51Q: 3 clusters Score -9374330 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -9374362.000000 Penalty: 5377.190430
	Iteration 52Q: 3 clusters Score -9374362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -9374390.000000 Penalty: 5377.190430
	Iteration 53Q: 3 clusters Score -9374390 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -9374424.000000 Penalty: 5377.190430
	Iteration 54Q: 3 clusters Score -9374424 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -9374460.000000 Penalty: 5377.190430
	Iteration 55Q: 3 clusters Score -9374460 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -9374491.000000 Penalty: 5377.190430
	Iteration 56Q: 3 clusters Score -9374491 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -9374539.000000 Penalty: 5377.190430
	Iteration 57Q: 3 clusters Score -9374539 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -9374565.000000 Penalty: 5377.190430
	Iteration 58Q: 3 clusters Score -9374565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -9374590.000000 Penalty: 5377.190430
	Iteration 59Q: 3 clusters Score -9374590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -9374653.000000 Penalty: 5377.190430
	Iteration 60F: 3 clusters Score -9374653 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -9374686.000000 Penalty: 5377.190430
	Iteration 61Q: 3 clusters Score -9374686 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -9374728.000000 Penalty: 5377.190430
	Iteration 62Q: 3 clusters Score -9374728 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -9374770.000000 Penalty: 5377.190430
	Iteration 63Q: 3 clusters Score -9374770 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -9374854.000000 Penalty: 5377.190430
	Iteration 64Q: 3 clusters Score -9374854 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -9374875.000000 Penalty: 5377.190430
	Iteration 65Q: 3 clusters Score -9374875 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -9374979.000000 Penalty: 5377.190430
	Iteration 66Q: 3 clusters Score -9374979 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -9375009.000000 Penalty: 5377.190430
	Iteration 67Q: 3 clusters Score -9375009 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -9375047.000000 Penalty: 5377.190430
	Iteration 68Q: 3 clusters Score -9375047 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -9375031.000000 Penalty: 5377.190430
	Iteration 69Q: 3 clusters Score -9375031 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -9375057.000000 Penalty: 5377.190430
	Iteration 70Q: 3 clusters Score -9375057 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -9374980.000000 Penalty: 5377.190430
	Iteration 71Q: 3 clusters Score -9374980 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -9374858.000000 Penalty: 5377.190430
	Iteration 72Q: 3 clusters Score -9374858 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -9374708.000000 Penalty: 5377.190430
	Iteration 73Q: 3 clusters Score -9374708 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -9374542.000000 Penalty: 5377.190430
	Iteration 74Q: 3 clusters Score -9374542 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -9374401.000000 Penalty: 5377.190430
	Iteration 75Q: 3 clusters Score -9374401 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -9374351.000000 Penalty: 5377.190430
	Iteration 76Q: 3 clusters Score -9374351 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -9374256.000000 Penalty: 5377.190430
	Iteration 77Q: 3 clusters Score -9374256 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -9374165.000000 Penalty: 5377.190430
	Iteration 78Q: 3 clusters Score -9374165 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -9374033.000000 Penalty: 5377.190430
	Iteration 79Q: 3 clusters Score -9374033 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -9373914.000000 Penalty: 5377.190430
	Iteration 80F: 3 clusters Score -9373914 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -9373814.000000 Penalty: 5377.190430
	Iteration 81Q: 3 clusters Score -9373814 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -9373751.000000 Penalty: 5377.190430
	Iteration 82Q: 3 clusters Score -9373751 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -9373652.000000 Penalty: 5377.190430
	Iteration 83Q: 3 clusters Score -9373652 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -9373591.000000 Penalty: 5377.190430
	Iteration 84Q: 3 clusters Score -9373591 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -9373558.000000 Penalty: 5377.190430
	Iteration 85Q: 3 clusters Score -9373558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -9373544.000000 Penalty: 5377.190430
	Iteration 86Q: 3 clusters Score -9373544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -9373509.000000 Penalty: 5377.190430
	Iteration 87Q: 3 clusters Score -9373509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -9373486.000000 Penalty: 5377.190430
	Iteration 88Q: 3 clusters Score -9373486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -9373435.000000 Penalty: 5377.190430
	Iteration 89Q: 3 clusters Score -9373435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -9373409.000000 Penalty: 5377.190430
	Iteration 90Q: 3 clusters Score -9373409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -9373400.000000 Penalty: 5377.190430
	Iteration 91Q: 3 clusters Score -9373400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -9373363.000000 Penalty: 5377.190430
	Iteration 92Q: 3 clusters Score -9373363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -9373327.000000 Penalty: 5377.190430
	Iteration 93Q: 3 clusters Score -9373327 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -9373305.000000 Penalty: 5377.190430
	Iteration 94Q: 3 clusters Score -9373305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -9373241.000000 Penalty: 5377.190430
	Iteration 95Q: 3 clusters Score -9373241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -9373208.000000 Penalty: 5377.190430
	Iteration 96Q: 3 clusters Score -9373208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -9373196.000000 Penalty: 5377.190430
	Iteration 97Q: 3 clusters Score -9373196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -9373157.000000 Penalty: 5377.190430
	Iteration 98Q: 3 clusters Score -9373157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -9373138.000000 Penalty: 5377.190430
	Iteration 99Q: 3 clusters Score -9373138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -9373133.000000 Penalty: 5377.190430
	Iteration 100F: 3 clusters Score -9373133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -9373117.000000 Penalty: 5377.190430
	Iteration 101Q: 3 clusters Score -9373117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -9373118.000000 Penalty: 5377.190430
	Iteration 102Q: 3 clusters Score -9373118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -9373111.000000 Penalty: 5377.190430
	Iteration 103Q: 3 clusters Score -9373111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -9373132.000000 Penalty: 5377.190430
	Iteration 104Q: 3 clusters Score -9373132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -9373109.000000 Penalty: 5377.190430
	Iteration 105Q: 3 clusters Score -9373109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -9373102.000000 Penalty: 5377.190430
	Iteration 106Q: 3 clusters Score -9373102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -9373101.000000 Penalty: 5377.190430
	Iteration 107Q: 3 clusters Score -9373101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -9373079.000000 Penalty: 5377.190430
	Iteration 108Q: 3 clusters Score -9373079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -9373083.000000 Penalty: 5377.190430
	Iteration 109Q: 3 clusters Score -9373083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -9373081.000000 Penalty: 5377.190430
	Iteration 110Q: 3 clusters Score -9373081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -9373066.000000 Penalty: 5377.190430
	Iteration 111Q: 3 clusters Score -9373066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -9373075.000000 Penalty: 5377.190430
	Iteration 112Q: 3 clusters Score -9373075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -9373053.000000 Penalty: 5377.190430
	Iteration 113Q: 3 clusters Score -9373053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -9373061.000000 Penalty: 5377.190430
	Iteration 114Q: 3 clusters Score -9373061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -9373042.000000 Penalty: 5377.190430
	Iteration 115Q: 3 clusters Score -9373042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -9373040.000000 Penalty: 5377.190430
	Iteration 116Q: 3 clusters Score -9373040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -9373050.000000 Penalty: 5377.190430
	Iteration 117Q: 3 clusters Score -9373050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -9373042.000000 Penalty: 5377.190430
	Iteration 118Q: 3 clusters Score -9373042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -9373044.000000 Penalty: 5377.190430
	Iteration 119Q: 3 clusters Score -9373044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -9373049.000000 Penalty: 5377.190430
	Iteration 120F: 3 clusters Score -9373049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -9373044.000000 Penalty: 5377.190430
	Iteration 121Q: 3 clusters Score -9373044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -9373043.000000 Penalty: 5377.190430
	Iteration 122Q: 3 clusters Score -9373043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -9373044.000000 Penalty: 5377.190430
	Iteration 123Q: 3 clusters Score -9373044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -9373044.000000 Penalty: 5377.190430
	Iteration 124Q: 3 clusters Score -9373044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -9373049.000000 Penalty: 5377.190430
	Iteration 125Q: 3 clusters Score -9373049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -9373046.000000 Penalty: 5377.190430
	Iteration 126Q: 3 clusters Score -9373046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -9373044.000000 Penalty: 5377.190430
	Iteration 127Q: 3 clusters Score -9373044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -9373042.000000 Penalty: 5377.190430
	Iteration 128Q: 3 clusters Score -9373042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -9373034.000000 Penalty: 5377.190430
	Iteration 129Q: 3 clusters Score -9373034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -9373038.000000 Penalty: 5377.190430
	Iteration 130Q: 3 clusters Score -9373038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -9373038.000000 Penalty: 5377.190430
	Iteration 131Q: 3 clusters Score -9373038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -9373028.000000 Penalty: 5377.190430
	Iteration 132Q: 3 clusters Score -9373028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -9373022.000000 Penalty: 5377.190430
	Iteration 133Q: 3 clusters Score -9373022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -9373021.000000 Penalty: 5377.190430
	Iteration 134Q: 3 clusters Score -9373021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -9373018.000000 Penalty: 5377.190430
	Iteration 135Q: 3 clusters Score -9373018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -9373014.000000 Penalty: 5377.190430
	Iteration 136Q: 3 clusters Score -9373014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -9373013.000000 Penalty: 5377.190430
	Iteration 137Q: 3 clusters Score -9373013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -9373017.000000 Penalty: 5377.190430
	Iteration 138Q: 3 clusters Score -9373017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -9373010.000000 Penalty: 5377.190430
	Iteration 139Q: 3 clusters Score -9373010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -9373012.000000 Penalty: 5377.190430
	Iteration 140F: 3 clusters Score -9373012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -9373015.000000 Penalty: 5377.190430
	Iteration 141Q: 3 clusters Score -9373015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -9373015.000000 Penalty: 5377.190430
	Iteration 142F: 3 clusters Score -9373015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -18166.832031 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -18166.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17148.960938 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -17148.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17267.376953 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -17267.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17302.068359 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -17302.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17314.953125 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -17314.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17325.912109 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -17325.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17339.123047 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -17339.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17356.216797 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -17356.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17370.080078 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -17370.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17374.105469 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -17374.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17374.105469 Penalty: 2730.644531
	Iteration 9F: 3 clusters Score -17374.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Entering Unmasked Estep 
Score: -8136722.500000 Penalty: 2650.415771
	Iteration 0F: 2 clusters Score -8136722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -8108550.500000 Penalty: 5300.831543
	Iteration 0F: 3 clusters Score -8108550 nChanged 20038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -8119458.500000 Penalty: 5300.831543
	Iteration 1F: 3 clusters Score -8119458 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -8119949.500000 Penalty: 5300.831543
	Iteration 2Q: 3 clusters Score -8119950 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -8120435.000000 Penalty: 5300.831543
	Iteration 3Q: 3 clusters Score -8120435 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -8121068.000000 Penalty: 5300.831543
	Iteration 4Q: 3 clusters Score -8121068 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -8121788.000000 Penalty: 5300.831543
	Iteration 5Q: 3 clusters Score -8121788 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -8122985.000000 Penalty: 5300.831543
	Iteration 6F: 3 clusters Score -8122985 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -8124613.500000 Penalty: 5300.831543
	Iteration 7F: 3 clusters Score -8124614 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -8126950.000000 Penalty: 5300.831543
	Iteration 8F: 3 clusters Score -8126950 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -8129635.000000 Penalty: 5300.831543
	Iteration 9F: 3 clusters Score -8129635 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -8131879.500000 Penalty: 5300.831543
	Iteration 10F: 3 clusters Score -8131880 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -8133498.500000 Penalty: 5300.831543
	Iteration 11Q: 3 clusters Score -8133498 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -8134423.000000 Penalty: 5300.831543
	Iteration 12Q: 3 clusters Score -8134423 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8134883.500000 Penalty: 5300.831543
	Iteration 13Q: 3 clusters Score -8134884 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -8135054.500000 Penalty: 5300.831543
	Iteration 14Q: 3 clusters Score -8135054 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -8135146.000000 Penalty: 5300.831543
	Iteration 15Q: 3 clusters Score -8135146 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -8135199.000000 Penalty: 5300.831543
	Iteration 16Q: 3 clusters Score -8135199 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -8135245.500000 Penalty: 5300.831543
	Iteration 17Q: 3 clusters Score -8135246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -8135280.500000 Penalty: 5300.831543
	Iteration 18Q: 3 clusters Score -8135280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -8135286.000000 Penalty: 5300.831543
	Iteration 19Q: 3 clusters Score -8135286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8135294.000000 Penalty: 5300.831543
	Iteration 20F: 3 clusters Score -8135294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -8135269.000000 Penalty: 5300.831543
	Iteration 21Q: 3 clusters Score -8135269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -8135269.000000 Penalty: 5300.831543
	Iteration 22Q: 3 clusters Score -8135269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -8135264.500000 Penalty: 5300.831543
	Iteration 23Q: 3 clusters Score -8135264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -8135272.500000 Penalty: 5300.831543
	Iteration 24Q: 3 clusters Score -8135272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -8135271.500000 Penalty: 5300.831543
	Iteration 25Q: 3 clusters Score -8135272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8135270.500000 Penalty: 5300.831543
	Iteration 26Q: 3 clusters Score -8135270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -8135270.500000 Penalty: 5300.831543
	Iteration 27Q: 3 clusters Score -8135270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -8135273.000000 Penalty: 5300.831543
	Iteration 28Q: 3 clusters Score -8135273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8135268.500000 Penalty: 5300.831543
	Iteration 29Q: 3 clusters Score -8135268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -8135285.500000 Penalty: 5300.831543
	Iteration 30Q: 3 clusters Score -8135286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -8135287.000000 Penalty: 5300.831543
	Iteration 31Q: 3 clusters Score -8135287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -8135281.000000 Penalty: 5300.831543
	Iteration 32Q: 3 clusters Score -8135281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -8135276.500000 Penalty: 5300.831543
	Iteration 33Q: 3 clusters Score -8135276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -8135273.000000 Penalty: 5300.831543
	Iteration 34Q: 3 clusters Score -8135273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -8135278.000000 Penalty: 5300.831543
	Iteration 35Q: 3 clusters Score -8135278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -8135282.000000 Penalty: 5300.831543
	Iteration 36Q: 3 clusters Score -8135282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8135277.500000 Penalty: 5300.831543
	Iteration 37Q: 3 clusters Score -8135278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -8135280.000000 Penalty: 5300.831543
	Iteration 38Q: 3 clusters Score -8135280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -8135281.000000 Penalty: 5300.831543
	Iteration 39Q: 3 clusters Score -8135281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -8135278.000000 Penalty: 5300.831543
	Iteration 40F: 3 clusters Score -8135278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -8135283.000000 Penalty: 5300.831543
	Iteration 41Q: 3 clusters Score -8135283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -8135281.000000 Penalty: 5300.831543
	Iteration 42Q: 3 clusters Score -8135281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -8135281.500000 Penalty: 5300.831543
	Iteration 43Q: 3 clusters Score -8135282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -8135284.000000 Penalty: 5300.831543
	Iteration 44Q: 3 clusters Score -8135284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -8135284.500000 Penalty: 5300.831543
	Iteration 45Q: 3 clusters Score -8135284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -8135293.000000 Penalty: 5300.831543
	Iteration 46Q: 3 clusters Score -8135293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -8135287.000000 Penalty: 5300.831543
	Iteration 47Q: 3 clusters Score -8135287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -8135286.000000 Penalty: 5300.831543
	Iteration 48Q: 3 clusters Score -8135286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8135283.000000 Penalty: 5300.831543
	Iteration 49Q: 3 clusters Score -8135283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8135283.000000 Penalty: 5300.831543
	Iteration 50F: 3 clusters Score -8135283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Entering Unmasked Estep 
Score: -8668087.000000 Penalty: 2663.159424
	Iteration 0F: 2 clusters Score -8668087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -8638812.000000 Penalty: 5326.318848
	Iteration 0F: 3 clusters Score -8638812 nChanged 21185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -8650547.000000 Penalty: 5326.318848
	Iteration 1F: 3 clusters Score -8650547 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -8651130.000000 Penalty: 5326.318848
	Iteration 2Q: 3 clusters Score -8651130 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -8651781.000000 Penalty: 5326.318848
	Iteration 3Q: 3 clusters Score -8651781 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -8652661.000000 Penalty: 5326.318848
	Iteration 4Q: 3 clusters Score -8652661 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -8653849.000000 Penalty: 5326.318848
	Iteration 5F: 3 clusters Score -8653849 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -8655583.000000 Penalty: 5326.318848
	Iteration 6F: 3 clusters Score -8655583 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -8657918.000000 Penalty: 5326.318848
	Iteration 7F: 3 clusters Score -8657918 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -8660429.000000 Penalty: 5326.318848
	Iteration 8F: 3 clusters Score -8660429 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -8662463.000000 Penalty: 5326.318848
	Iteration 9F: 3 clusters Score -8662463 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -8663875.000000 Penalty: 5326.318848
	Iteration 10Q: 3 clusters Score -8663875 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8664689.000000 Penalty: 5326.318848
	Iteration 11Q: 3 clusters Score -8664689 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8665146.000000 Penalty: 5326.318848
	Iteration 12Q: 3 clusters Score -8665146 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8665395.000000 Penalty: 5326.318848
	Iteration 13Q: 3 clusters Score -8665395 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8665516.000000 Penalty: 5326.318848
	Iteration 14Q: 3 clusters Score -8665516 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -8665586.000000 Penalty: 5326.318848
	Iteration 15Q: 3 clusters Score -8665586 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -8665660.000000 Penalty: 5326.318848
	Iteration 16Q: 3 clusters Score -8665660 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -8665722.000000 Penalty: 5326.318848
	Iteration 17Q: 3 clusters Score -8665722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8665774.000000 Penalty: 5326.318848
	Iteration 18Q: 3 clusters Score -8665774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -8665816.000000 Penalty: 5326.318848
	Iteration 19Q: 3 clusters Score -8665816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -8665848.000000 Penalty: 5326.318848
	Iteration 20F: 3 clusters Score -8665848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -8665865.000000 Penalty: 5326.318848
	Iteration 21Q: 3 clusters Score -8665865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8665875.000000 Penalty: 5326.318848
	Iteration 22Q: 3 clusters Score -8665875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8665870.000000 Penalty: 5326.318848
	Iteration 23Q: 3 clusters Score -8665870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -8665877.000000 Penalty: 5326.318848
	Iteration 24Q: 3 clusters Score -8665877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8665882.000000 Penalty: 5326.318848
	Iteration 25Q: 3 clusters Score -8665882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8665883.000000 Penalty: 5326.318848
	Iteration 26Q: 3 clusters Score -8665883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8665889.000000 Penalty: 5326.318848
	Iteration 27Q: 3 clusters Score -8665889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -8665892.000000 Penalty: 5326.318848
	Iteration 28Q: 3 clusters Score -8665892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -8665908.000000 Penalty: 5326.318848
	Iteration 29Q: 3 clusters Score -8665908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -8665903.000000 Penalty: 5326.318848
	Iteration 30Q: 3 clusters Score -8665903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -8665909.000000 Penalty: 5326.318848
	Iteration 31Q: 3 clusters Score -8665909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -8665905.000000 Penalty: 5326.318848
	Iteration 32Q: 3 clusters Score -8665905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8665913.000000 Penalty: 5326.318848
	Iteration 33Q: 3 clusters Score -8665913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8665910.000000 Penalty: 5326.318848
	Iteration 34Q: 3 clusters Score -8665910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8665910.000000 Penalty: 5326.318848
	Iteration 35F: 3 clusters Score -8665910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -384511.687500 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -384511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -381770.093750 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -381770.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -382438.375000 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -382438.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -382824.218750 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -382824.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -383094.593750 Penalty: 3824.484131
	Iteration 3F: 3 clusters Score -383094.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -383326.468750 Penalty: 3824.484131
	Iteration 4F: 3 clusters Score -383326.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -383535.625000 Penalty: 3824.484131
	Iteration 5F: 3 clusters Score -383535.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -383698.250000 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -383698.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -383827.468750 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -383827.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -383902.187500 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -383902.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -383971.468750 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -383971.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -384043.375000 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -384043.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -384098.281250 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -384098.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -384142.875000 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -384142.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -384176.625000 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -384176.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -384195.625000 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -384195.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -384210.781250 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -384210.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -384223.718750 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -384223.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -384232.281250 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -384232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -384236.968750 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -384237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -384241.187500 Penalty: 3824.484131
	Iteration 19Q: 3 clusters Score -384241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -384248.281250 Penalty: 3824.484131
	Iteration 20F: 3 clusters Score -384248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -384252.687500 Penalty: 3824.484131
	Iteration 21Q: 3 clusters Score -384252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -384253.593750 Penalty: 3824.484131
	Iteration 22Q: 3 clusters Score -384253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -384254.875000 Penalty: 3824.484131
	Iteration 23Q: 3 clusters Score -384254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -384254.875000 Penalty: 3824.484131
	Iteration 24F: 3 clusters Score -384254.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Entering Unmasked Estep 
Score: -7964146.500000 Penalty: 2645.814453
	Iteration 0F: 2 clusters Score -7964146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -7935247.000000 Penalty: 5291.628906
	Iteration 0F: 3 clusters Score -7935247 nChanged 19708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -7946369.500000 Penalty: 5291.628906
	Iteration 1F: 3 clusters Score -7946370 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -7947111.000000 Penalty: 5291.628906
	Iteration 2Q: 3 clusters Score -7947111 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -7948132.500000 Penalty: 5291.628906
	Iteration 3F: 3 clusters Score -7948132 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -7949677.000000 Penalty: 5291.628906
	Iteration 4F: 3 clusters Score -7949677 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -7952143.500000 Penalty: 5291.628906
	Iteration 5F: 3 clusters Score -7952144 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -7955454.000000 Penalty: 5291.628906
	Iteration 6F: 3 clusters Score -7955454 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -7958655.500000 Penalty: 5291.628906
	Iteration 7F: 3 clusters Score -7958656 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -7960616.500000 Penalty: 5291.628906
	Iteration 8Q: 3 clusters Score -7960616 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -7961367.500000 Penalty: 5291.628906
	Iteration 9Q: 3 clusters Score -7961368 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -7961654.500000 Penalty: 5291.628906
	Iteration 10Q: 3 clusters Score -7961654 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -7961774.500000 Penalty: 5291.628906
	Iteration 11Q: 3 clusters Score -7961774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -7961814.000000 Penalty: 5291.628906
	Iteration 12Q: 3 clusters Score -7961814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -7961824.500000 Penalty: 5291.628906
	Iteration 13Q: 3 clusters Score -7961824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -7961837.500000 Penalty: 5291.628906
	Iteration 14Q: 3 clusters Score -7961838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -7961852.000000 Penalty: 5291.628906
	Iteration 15Q: 3 clusters Score -7961852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -7961866.000000 Penalty: 5291.628906
	Iteration 16Q: 3 clusters Score -7961866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -7961865.500000 Penalty: 5291.628906
	Iteration 17Q: 3 clusters Score -7961866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -7961867.000000 Penalty: 5291.628906
	Iteration 18Q: 3 clusters Score -7961867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -7961877.500000 Penalty: 5291.628906
	Iteration 19Q: 3 clusters Score -7961878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -7961874.500000 Penalty: 5291.628906
	Iteration 20F: 3 clusters Score -7961874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -7961881.500000 Penalty: 5291.628906
	Iteration 21Q: 3 clusters Score -7961882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -7961882.500000 Penalty: 5291.628906
	Iteration 22Q: 3 clusters Score -7961882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -7961886.500000 Penalty: 5291.628906
	Iteration 23Q: 3 clusters Score -7961886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -7961886.000000 Penalty: 5291.628906
	Iteration 24Q: 3 clusters Score -7961886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -7961886.000000 Penalty: 5291.628906
	Iteration 25F: 3 clusters Score -7961886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Entering Unmasked Estep 
Score: -8337828.500000 Penalty: 2658.779541
	Iteration 0F: 2 clusters Score -8337828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -8308157.500000 Penalty: 5317.559082
	Iteration 0F: 3 clusters Score -8308158 nChanged 20697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -8319511.000000 Penalty: 5317.559082
	Iteration 1F: 3 clusters Score -8319511 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -8319994.500000 Penalty: 5317.559082
	Iteration 2Q: 3 clusters Score -8319994 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -8320377.000000 Penalty: 5317.559082
	Iteration 3Q: 3 clusters Score -8320377 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -8320744.000000 Penalty: 5317.559082
	Iteration 4Q: 3 clusters Score -8320744 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -8321149.500000 Penalty: 5317.559082
	Iteration 5Q: 3 clusters Score -8321150 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -8321582.000000 Penalty: 5317.559082
	Iteration 6Q: 3 clusters Score -8321582 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -8322190.500000 Penalty: 5317.559082
	Iteration 7Q: 3 clusters Score -8322190 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -8323131.500000 Penalty: 5317.559082
	Iteration 8Q: 3 clusters Score -8323132 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -8324459.500000 Penalty: 5317.559082
	Iteration 9Q: 3 clusters Score -8324460 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -8326247.000000 Penalty: 5317.559082
	Iteration 10F: 3 clusters Score -8326247 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -8328365.500000 Penalty: 5317.559082
	Iteration 11F: 3 clusters Score -8328366 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -8330287.000000 Penalty: 5317.559082
	Iteration 12F: 3 clusters Score -8330287 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -8331845.000000 Penalty: 5317.559082
	Iteration 13Q: 3 clusters Score -8331845 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -8332957.500000 Penalty: 5317.559082
	Iteration 14Q: 3 clusters Score -8332958 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -8333781.500000 Penalty: 5317.559082
	Iteration 15Q: 3 clusters Score -8333782 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -8334351.500000 Penalty: 5317.559082
	Iteration 16Q: 3 clusters Score -8334352 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -8334690.000000 Penalty: 5317.559082
	Iteration 17Q: 3 clusters Score -8334690 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8334889.500000 Penalty: 5317.559082
	Iteration 18Q: 3 clusters Score -8334890 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8335071.500000 Penalty: 5317.559082
	Iteration 19Q: 3 clusters Score -8335072 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -8335204.500000 Penalty: 5317.559082
	Iteration 20F: 3 clusters Score -8335204 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -8335307.500000 Penalty: 5317.559082
	Iteration 21Q: 3 clusters Score -8335308 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -8335391.000000 Penalty: 5317.559082
	Iteration 22Q: 3 clusters Score -8335391 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8335449.000000 Penalty: 5317.559082
	Iteration 23Q: 3 clusters Score -8335449 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -8335503.500000 Penalty: 5317.559082
	Iteration 24Q: 3 clusters Score -8335504 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -8335543.500000 Penalty: 5317.559082
	Iteration 25Q: 3 clusters Score -8335544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -8335591.000000 Penalty: 5317.559082
	Iteration 26Q: 3 clusters Score -8335591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -8335607.000000 Penalty: 5317.559082
	Iteration 27Q: 3 clusters Score -8335607 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8335638.500000 Penalty: 5317.559082
	Iteration 28Q: 3 clusters Score -8335638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -8335656.500000 Penalty: 5317.559082
	Iteration 29Q: 3 clusters Score -8335656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -8335664.500000 Penalty: 5317.559082
	Iteration 30Q: 3 clusters Score -8335664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -8335670.000000 Penalty: 5317.559082
	Iteration 31Q: 3 clusters Score -8335670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -8335688.000000 Penalty: 5317.559082
	Iteration 32Q: 3 clusters Score -8335688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -8335693.500000 Penalty: 5317.559082
	Iteration 33Q: 3 clusters Score -8335694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -8335693.000000 Penalty: 5317.559082
	Iteration 34Q: 3 clusters Score -8335693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -8335708.000000 Penalty: 5317.559082
	Iteration 35Q: 3 clusters Score -8335708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -8335712.000000 Penalty: 5317.559082
	Iteration 36Q: 3 clusters Score -8335712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -8335724.500000 Penalty: 5317.559082
	Iteration 37Q: 3 clusters Score -8335724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -8335725.000000 Penalty: 5317.559082
	Iteration 38Q: 3 clusters Score -8335725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -8335723.500000 Penalty: 5317.559082
	Iteration 39Q: 3 clusters Score -8335724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -8335729.000000 Penalty: 5317.559082
	Iteration 40F: 3 clusters Score -8335729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -8335733.500000 Penalty: 5317.559082
	Iteration 41Q: 3 clusters Score -8335734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -8335738.500000 Penalty: 5317.559082
	Iteration 42Q: 3 clusters Score -8335738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -8335741.500000 Penalty: 5317.559082
	Iteration 43Q: 3 clusters Score -8335742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8335738.500000 Penalty: 5317.559082
	Iteration 44Q: 3 clusters Score -8335738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8335740.000000 Penalty: 5317.559082
	Iteration 45Q: 3 clusters Score -8335740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8335740.500000 Penalty: 5317.559082
	Iteration 46Q: 3 clusters Score -8335740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -8335744.000000 Penalty: 5317.559082
	Iteration 47Q: 3 clusters Score -8335744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -8335754.000000 Penalty: 5317.559082
	Iteration 48Q: 3 clusters Score -8335754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -8335761.000000 Penalty: 5317.559082
	Iteration 49Q: 3 clusters Score -8335761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -8335757.000000 Penalty: 5317.559082
	Iteration 50Q: 3 clusters Score -8335757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8335767.000000 Penalty: 5317.559082
	Iteration 51Q: 3 clusters Score -8335767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8335761.000000 Penalty: 5317.559082
	Iteration 52Q: 3 clusters Score -8335761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8335760.000000 Penalty: 5317.559082
	Iteration 53Q: 3 clusters Score -8335760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -8335768.500000 Penalty: 5317.559082
	Iteration 54Q: 3 clusters Score -8335768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -8335773.500000 Penalty: 5317.559082
	Iteration 55Q: 3 clusters Score -8335774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -8335769.500000 Penalty: 5317.559082
	Iteration 56Q: 3 clusters Score -8335770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -8335777.000000 Penalty: 5317.559082
	Iteration 57Q: 3 clusters Score -8335777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -8335772.500000 Penalty: 5317.559082
	Iteration 58Q: 3 clusters Score -8335772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -8335779.500000 Penalty: 5317.559082
	Iteration 59Q: 3 clusters Score -8335780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -8335776.500000 Penalty: 5317.559082
	Iteration 60F: 3 clusters Score -8335776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8335770.500000 Penalty: 5317.559082
	Iteration 61Q: 3 clusters Score -8335770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -8335777.500000 Penalty: 5317.559082
	Iteration 62Q: 3 clusters Score -8335778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -8335773.000000 Penalty: 5317.559082
	Iteration 63Q: 3 clusters Score -8335773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -8335773.000000 Penalty: 5317.559082
	Iteration 64F: 3 clusters Score -8335773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -75084.085938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -75084.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73629.132812 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -73629.13 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73900.617188 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -73900.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73973.718750 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -73973.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74037.578125 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -74037.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74072.093750 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -74072.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74088.234375 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -74088.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74111.578125 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -74111.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74135.039062 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -74135.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74167.367188 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -74167.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74205.546875 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -74205.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74226.585938 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -74226.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74254.117188 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -74254.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74267.875000 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -74267.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74289.273438 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -74289.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74313.828125 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -74313.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74336.101562 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -74336.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74367.843750 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -74367.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74372.273438 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -74372.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74386.929688 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -74386.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74394.343750 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -74394.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74404.218750 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -74404.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74437.015625 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -74437.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74446.406250 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -74446.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74451.828125 Penalty: 3122.451904
	Iteration 23Q: 3 clusters Score -74451.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74453.398438 Penalty: 3122.451904
	Iteration 24Q: 3 clusters Score -74453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74455.375000 Penalty: 3122.451904
	Iteration 25Q: 3 clusters Score -74455.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74455.375000 Penalty: 3122.451904
	Iteration 26F: 3 clusters Score -74455.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -229526.125000 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -229526.1 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 656 members 
Entering Unmasked Estep 
Score: -227422.421875 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -227422.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -228027.843750 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -228027.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -228272.984375 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -228273 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -228480.484375 Penalty: 3563.951904
	Iteration 3F: 3 clusters Score -228480.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -228559.828125 Penalty: 3563.951904
	Iteration 4Q: 3 clusters Score -228559.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -228623.453125 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -228623.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -228698.296875 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -228698.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -228780.046875 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -228780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -228988.281250 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -228988.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -229164.671875 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -229164.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -229263.078125 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -229263.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -229293.640625 Penalty: 3563.951904
	Iteration 11Q: 3 clusters Score -229293.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -229313.484375 Penalty: 3563.951904
	Iteration 12Q: 3 clusters Score -229313.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -229321.406250 Penalty: 3563.951904
	Iteration 13Q: 3 clusters Score -229321.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -229327.156250 Penalty: 3563.951904
	Iteration 14Q: 3 clusters Score -229327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -229331.812500 Penalty: 3563.951904
	Iteration 15Q: 3 clusters Score -229331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -229335.125000 Penalty: 3563.951904
	Iteration 16Q: 3 clusters Score -229335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -229335.125000 Penalty: 3563.951904
	Iteration 17F: 3 clusters Score -229335.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Entering Unmasked Estep 
Score: -8395887.000000 Penalty: 2657.951416
	Iteration 0F: 2 clusters Score -8395887 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 22487 members 
Entering Unmasked Estep 
Score: -8365995.000000 Penalty: 5315.902832
	Iteration 0F: 3 clusters Score -8365995 nChanged 20808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -8377232.000000 Penalty: 5315.902832
	Iteration 1F: 3 clusters Score -8377232 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -8377770.000000 Penalty: 5315.902832
	Iteration 2Q: 3 clusters Score -8377770 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -8378254.000000 Penalty: 5315.902832
	Iteration 3Q: 3 clusters Score -8378254 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -8378757.500000 Penalty: 5315.902832
	Iteration 4Q: 3 clusters Score -8378758 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -8379469.500000 Penalty: 5315.902832
	Iteration 5Q: 3 clusters Score -8379470 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -8380470.500000 Penalty: 5315.902832
	Iteration 6Q: 3 clusters Score -8380470 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -8381965.000000 Penalty: 5315.902832
	Iteration 7F: 3 clusters Score -8381965 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -8384283.000000 Penalty: 5315.902832
	Iteration 8F: 3 clusters Score -8384283 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -8387138.000000 Penalty: 5315.902832
	Iteration 9F: 3 clusters Score -8387138 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -8389945.000000 Penalty: 5315.902832
	Iteration 10F: 3 clusters Score -8389945 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8391830.000000 Penalty: 5315.902832
	Iteration 11Q: 3 clusters Score -8391830 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8392752.000000 Penalty: 5315.902832
	Iteration 12Q: 3 clusters Score -8392752 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8393192.000000 Penalty: 5315.902832
	Iteration 13Q: 3 clusters Score -8393192 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8393375.000000 Penalty: 5315.902832
	Iteration 14Q: 3 clusters Score -8393375 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8393487.000000 Penalty: 5315.902832
	Iteration 15Q: 3 clusters Score -8393487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8393538.000000 Penalty: 5315.902832
	Iteration 16Q: 3 clusters Score -8393538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8393561.000000 Penalty: 5315.902832
	Iteration 17Q: 3 clusters Score -8393561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8393576.000000 Penalty: 5315.902832
	Iteration 18Q: 3 clusters Score -8393576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8393576.000000 Penalty: 5315.902832
	Iteration 19Q: 3 clusters Score -8393576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8393577.000000 Penalty: 5315.902832
	Iteration 20F: 3 clusters Score -8393577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8393590.000000 Penalty: 5315.902832
	Iteration 21Q: 3 clusters Score -8393590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8393589.000000 Penalty: 5315.902832
	Iteration 22Q: 3 clusters Score -8393589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8393594.000000 Penalty: 5315.902832
	Iteration 23Q: 3 clusters Score -8393594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8393594.000000 Penalty: 5315.902832
	Iteration 24F: 3 clusters Score -8393594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -49571.371094 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -49571.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48191.117188 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -48191.12 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48521.289062 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -48521.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48670.382812 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -48670.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48744.378906 Penalty: 3055.958740
	Iteration 3F: 3 clusters Score -48744.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48760.871094 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -48760.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48776.230469 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -48776.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48784.679688 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -48784.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48784.679688 Penalty: 3055.958740
	Iteration 7F: 3 clusters Score -48784.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Entering Unmasked Estep 
Score: -5010123.000000 Penalty: 2537.981934
	Iteration 0F: 2 clusters Score -5010123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4991068.000000 Penalty: 5075.963867
	Iteration 0F: 3 clusters Score -4991068 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4997656.000000 Penalty: 5075.963867
	Iteration 1F: 3 clusters Score -4997656 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4997967.000000 Penalty: 5075.963867
	Iteration 2Q: 3 clusters Score -4997967 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -4998256.500000 Penalty: 5075.963867
	Iteration 3Q: 3 clusters Score -4998256 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4998500.000000 Penalty: 5075.963867
	Iteration 4Q: 3 clusters Score -4998500 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4998715.500000 Penalty: 5075.963867
	Iteration 5Q: 3 clusters Score -4998716 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -4998963.000000 Penalty: 5075.963867
	Iteration 6Q: 3 clusters Score -4998963 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4999277.500000 Penalty: 5075.963867
	Iteration 7Q: 3 clusters Score -4999278 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -4999603.000000 Penalty: 5075.963867
	Iteration 8Q: 3 clusters Score -4999603 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -5000069.000000 Penalty: 5075.963867
	Iteration 9Q: 3 clusters Score -5000069 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -5000675.000000 Penalty: 5075.963867
	Iteration 10Q: 3 clusters Score -5000675 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -5001461.000000 Penalty: 5075.963867
	Iteration 11Q: 3 clusters Score -5001461 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -5002617.500000 Penalty: 5075.963867
	Iteration 12F: 3 clusters Score -5002618 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -5003962.000000 Penalty: 5075.963867
	Iteration 13F: 3 clusters Score -5003962 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -5005097.000000 Penalty: 5075.963867
	Iteration 14F: 3 clusters Score -5005097 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5006092.000000 Penalty: 5075.963867
	Iteration 15Q: 3 clusters Score -5006092 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5006807.500000 Penalty: 5075.963867
	Iteration 16Q: 3 clusters Score -5006808 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5007227.500000 Penalty: 5075.963867
	Iteration 17Q: 3 clusters Score -5007228 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5007449.500000 Penalty: 5075.963867
	Iteration 18Q: 3 clusters Score -5007450 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5007603.000000 Penalty: 5075.963867
	Iteration 19Q: 3 clusters Score -5007603 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5007688.500000 Penalty: 5075.963867
	Iteration 20F: 3 clusters Score -5007688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5007748.500000 Penalty: 5075.963867
	Iteration 21Q: 3 clusters Score -5007748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5007808.000000 Penalty: 5075.963867
	Iteration 22Q: 3 clusters Score -5007808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5007828.000000 Penalty: 5075.963867
	Iteration 23Q: 3 clusters Score -5007828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5007842.500000 Penalty: 5075.963867
	Iteration 24Q: 3 clusters Score -5007842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5007862.500000 Penalty: 5075.963867
	Iteration 25Q: 3 clusters Score -5007862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5007878.500000 Penalty: 5075.963867
	Iteration 26Q: 3 clusters Score -5007878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5007892.000000 Penalty: 5075.963867
	Iteration 27Q: 3 clusters Score -5007892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5007902.000000 Penalty: 5075.963867
	Iteration 28Q: 3 clusters Score -5007902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5007913.500000 Penalty: 5075.963867
	Iteration 29Q: 3 clusters Score -5007914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5007913.500000 Penalty: 5075.963867
	Iteration 30Q: 3 clusters Score -5007914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5007916.000000 Penalty: 5075.963867
	Iteration 31Q: 3 clusters Score -5007916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5007928.500000 Penalty: 5075.963867
	Iteration 32Q: 3 clusters Score -5007928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5007933.000000 Penalty: 5075.963867
	Iteration 33Q: 3 clusters Score -5007933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5007933.500000 Penalty: 5075.963867
	Iteration 34Q: 3 clusters Score -5007934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5007946.500000 Penalty: 5075.963867
	Iteration 35Q: 3 clusters Score -5007946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5007947.000000 Penalty: 5075.963867
	Iteration 36Q: 3 clusters Score -5007947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5007948.500000 Penalty: 5075.963867
	Iteration 37Q: 3 clusters Score -5007948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5007952.500000 Penalty: 5075.963867
	Iteration 38Q: 3 clusters Score -5007952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5007954.500000 Penalty: 5075.963867
	Iteration 39Q: 3 clusters Score -5007954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5007955.500000 Penalty: 5075.963867
	Iteration 40F: 3 clusters Score -5007956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Entering Unmasked Estep 
Score: -7968923.000000 Penalty: 2645.768311
	Iteration 0F: 2 clusters Score -7968923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -7940133.000000 Penalty: 5291.536621
	Iteration 0F: 3 clusters Score -7940133 nChanged 19635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -7951032.500000 Penalty: 5291.536621
	Iteration 1F: 3 clusters Score -7951032 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -7951583.500000 Penalty: 5291.536621
	Iteration 2Q: 3 clusters Score -7951584 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -7952230.500000 Penalty: 5291.536621
	Iteration 3Q: 3 clusters Score -7952230 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -7953151.000000 Penalty: 5291.536621
	Iteration 4Q: 3 clusters Score -7953151 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -7954482.500000 Penalty: 5291.536621
	Iteration 5F: 3 clusters Score -7954482 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -7956162.500000 Penalty: 5291.536621
	Iteration 6F: 3 clusters Score -7956162 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -7958446.500000 Penalty: 5291.536621
	Iteration 7F: 3 clusters Score -7958446 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -7960993.000000 Penalty: 5291.536621
	Iteration 8F: 3 clusters Score -7960993 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -7962935.000000 Penalty: 5291.536621
	Iteration 9F: 3 clusters Score -7962935 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -7964079.500000 Penalty: 5291.536621
	Iteration 10Q: 3 clusters Score -7964080 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -7964705.000000 Penalty: 5291.536621
	Iteration 11Q: 3 clusters Score -7964705 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -7965090.000000 Penalty: 5291.536621
	Iteration 12Q: 3 clusters Score -7965090 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -7965493.500000 Penalty: 5291.536621
	Iteration 13Q: 3 clusters Score -7965494 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -7965850.000000 Penalty: 5291.536621
	Iteration 14Q: 3 clusters Score -7965850 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -7966119.500000 Penalty: 5291.536621
	Iteration 15Q: 3 clusters Score -7966120 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -7966331.500000 Penalty: 5291.536621
	Iteration 16Q: 3 clusters Score -7966332 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -7966472.000000 Penalty: 5291.536621
	Iteration 17Q: 3 clusters Score -7966472 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -7966624.000000 Penalty: 5291.536621
	Iteration 18Q: 3 clusters Score -7966624 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -7966763.500000 Penalty: 5291.536621
	Iteration 19Q: 3 clusters Score -7966764 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -7966869.000000 Penalty: 5291.536621
	Iteration 20F: 3 clusters Score -7966869 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -7966956.000000 Penalty: 5291.536621
	Iteration 21Q: 3 clusters Score -7966956 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -7967012.000000 Penalty: 5291.536621
	Iteration 22Q: 3 clusters Score -7967012 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -7967059.500000 Penalty: 5291.536621
	Iteration 23Q: 3 clusters Score -7967060 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -7967135.500000 Penalty: 5291.536621
	Iteration 24Q: 3 clusters Score -7967136 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -7967210.000000 Penalty: 5291.536621
	Iteration 25Q: 3 clusters Score -7967210 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -7967277.000000 Penalty: 5291.536621
	Iteration 26Q: 3 clusters Score -7967277 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -7967292.000000 Penalty: 5291.536621
	Iteration 27Q: 3 clusters Score -7967292 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -7967344.500000 Penalty: 5291.536621
	Iteration 28Q: 3 clusters Score -7967344 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -7967375.000000 Penalty: 5291.536621
	Iteration 29Q: 3 clusters Score -7967375 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -7967416.500000 Penalty: 5291.536621
	Iteration 30Q: 3 clusters Score -7967416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7967420.000000 Penalty: 5291.536621
	Iteration 31Q: 3 clusters Score -7967420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -7967443.000000 Penalty: 5291.536621
	Iteration 32Q: 3 clusters Score -7967443 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -7967469.500000 Penalty: 5291.536621
	Iteration 33Q: 3 clusters Score -7967470 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7967490.500000 Penalty: 5291.536621
	Iteration 34Q: 3 clusters Score -7967490 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -7967511.500000 Penalty: 5291.536621
	Iteration 35Q: 3 clusters Score -7967512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7967536.500000 Penalty: 5291.536621
	Iteration 36Q: 3 clusters Score -7967536 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7967555.000000 Penalty: 5291.536621
	Iteration 37Q: 3 clusters Score -7967555 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -7967569.500000 Penalty: 5291.536621
	Iteration 38Q: 3 clusters Score -7967570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -7967583.500000 Penalty: 5291.536621
	Iteration 39Q: 3 clusters Score -7967584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -7967606.000000 Penalty: 5291.536621
	Iteration 40F: 3 clusters Score -7967606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -7967619.500000 Penalty: 5291.536621
	Iteration 41Q: 3 clusters Score -7967620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -7967643.000000 Penalty: 5291.536621
	Iteration 42Q: 3 clusters Score -7967643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -7967623.500000 Penalty: 5291.536621
	Iteration 43Q: 3 clusters Score -7967624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -7967624.000000 Penalty: 5291.536621
	Iteration 44Q: 3 clusters Score -7967624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7967638.500000 Penalty: 5291.536621
	Iteration 45Q: 3 clusters Score -7967638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -7967661.500000 Penalty: 5291.536621
	Iteration 46Q: 3 clusters Score -7967662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -7967663.500000 Penalty: 5291.536621
	Iteration 47Q: 3 clusters Score -7967664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7967677.500000 Penalty: 5291.536621
	Iteration 48Q: 3 clusters Score -7967678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7967683.500000 Penalty: 5291.536621
	Iteration 49Q: 3 clusters Score -7967684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7967678.000000 Penalty: 5291.536621
	Iteration 50Q: 3 clusters Score -7967678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -7967680.500000 Penalty: 5291.536621
	Iteration 51Q: 3 clusters Score -7967680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7967685.500000 Penalty: 5291.536621
	Iteration 52Q: 3 clusters Score -7967686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7967679.500000 Penalty: 5291.536621
	Iteration 53Q: 3 clusters Score -7967680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -7967679.500000 Penalty: 5291.536621
	Iteration 54Q: 3 clusters Score -7967680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7967688.500000 Penalty: 5291.536621
	Iteration 55Q: 3 clusters Score -7967688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7967706.000000 Penalty: 5291.536621
	Iteration 56Q: 3 clusters Score -7967706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7967731.000000 Penalty: 5291.536621
	Iteration 57Q: 3 clusters Score -7967731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7967729.500000 Penalty: 5291.536621
	Iteration 58Q: 3 clusters Score -7967730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7967717.000000 Penalty: 5291.536621
	Iteration 59Q: 3 clusters Score -7967717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7967727.500000 Penalty: 5291.536621
	Iteration 60F: 3 clusters Score -7967728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7967723.000000 Penalty: 5291.536621
	Iteration 61Q: 3 clusters Score -7967723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7967715.500000 Penalty: 5291.536621
	Iteration 62Q: 3 clusters Score -7967716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -7967717.000000 Penalty: 5291.536621
	Iteration 63Q: 3 clusters Score -7967717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7967734.000000 Penalty: 5291.536621
	Iteration 64Q: 3 clusters Score -7967734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7967728.500000 Penalty: 5291.536621
	Iteration 65Q: 3 clusters Score -7967728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7967729.500000 Penalty: 5291.536621
	Iteration 66Q: 3 clusters Score -7967730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7967737.500000 Penalty: 5291.536621
	Iteration 67Q: 3 clusters Score -7967738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7967737.500000 Penalty: 5291.536621
	Iteration 68Q: 3 clusters Score -7967738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7967742.000000 Penalty: 5291.536621
	Iteration 69Q: 3 clusters Score -7967742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7967746.000000 Penalty: 5291.536621
	Iteration 70Q: 3 clusters Score -7967746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7967748.000000 Penalty: 5291.536621
	Iteration 71Q: 3 clusters Score -7967748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7967759.500000 Penalty: 5291.536621
	Iteration 72Q: 3 clusters Score -7967760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7967764.000000 Penalty: 5291.536621
	Iteration 73Q: 3 clusters Score -7967764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7967763.500000 Penalty: 5291.536621
	Iteration 74Q: 3 clusters Score -7967764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7967764.500000 Penalty: 5291.536621
	Iteration 75Q: 3 clusters Score -7967764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7967778.500000 Penalty: 5291.536621
	Iteration 76Q: 3 clusters Score -7967778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7967775.500000 Penalty: 5291.536621
	Iteration 77Q: 3 clusters Score -7967776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7967779.500000 Penalty: 5291.536621
	Iteration 78Q: 3 clusters Score -7967780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7967781.000000 Penalty: 5291.536621
	Iteration 79Q: 3 clusters Score -7967781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7967784.000000 Penalty: 5291.536621
	Iteration 80F: 3 clusters Score -7967784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7967796.500000 Penalty: 5291.536621
	Iteration 81Q: 3 clusters Score -7967796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7967794.500000 Penalty: 5291.536621
	Iteration 82Q: 3 clusters Score -7967794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7967787.500000 Penalty: 5291.536621
	Iteration 83Q: 3 clusters Score -7967788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7967786.000000 Penalty: 5291.536621
	Iteration 84Q: 3 clusters Score -7967786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7967791.000000 Penalty: 5291.536621
	Iteration 85Q: 3 clusters Score -7967791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7967784.000000 Penalty: 5291.536621
	Iteration 86Q: 3 clusters Score -7967784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7967789.500000 Penalty: 5291.536621
	Iteration 87Q: 3 clusters Score -7967790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7967786.000000 Penalty: 5291.536621
	Iteration 88Q: 3 clusters Score -7967786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7967790.000000 Penalty: 5291.536621
	Iteration 89Q: 3 clusters Score -7967790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7967790.000000 Penalty: 5291.536621
	Iteration 90F: 3 clusters Score -7967790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Entering Unmasked Estep 
Score: -8385032.000000 Penalty: 2657.907471
	Iteration 0F: 2 clusters Score -8385032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -8355895.000000 Penalty: 5315.814941
	Iteration 0F: 3 clusters Score -8355895 nChanged 20707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8367092.500000 Penalty: 5315.814941
	Iteration 1F: 3 clusters Score -8367092 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -8367612.500000 Penalty: 5315.814941
	Iteration 2Q: 3 clusters Score -8367612 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -8368038.000000 Penalty: 5315.814941
	Iteration 3Q: 3 clusters Score -8368038 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -8368488.500000 Penalty: 5315.814941
	Iteration 4Q: 3 clusters Score -8368488 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -8368964.000000 Penalty: 5315.814941
	Iteration 5Q: 3 clusters Score -8368964 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -8369574.500000 Penalty: 5315.814941
	Iteration 6Q: 3 clusters Score -8369574 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -8370377.000000 Penalty: 5315.814941
	Iteration 7Q: 3 clusters Score -8370377 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -8371457.500000 Penalty: 5315.814941
	Iteration 8Q: 3 clusters Score -8371458 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -8372995.000000 Penalty: 5315.814941
	Iteration 9F: 3 clusters Score -8372995 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -8374958.500000 Penalty: 5315.814941
	Iteration 10F: 3 clusters Score -8374958 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -8376788.500000 Penalty: 5315.814941
	Iteration 11F: 3 clusters Score -8376788 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -8378016.000000 Penalty: 5315.814941
	Iteration 12F: 3 clusters Score -8378016 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -8378620.500000 Penalty: 5315.814941
	Iteration 13Q: 3 clusters Score -8378620 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -8379022.500000 Penalty: 5315.814941
	Iteration 14Q: 3 clusters Score -8379022 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -8379443.000000 Penalty: 5315.814941
	Iteration 15Q: 3 clusters Score -8379443 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -8379787.500000 Penalty: 5315.814941
	Iteration 16Q: 3 clusters Score -8379788 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -8380094.500000 Penalty: 5315.814941
	Iteration 17Q: 3 clusters Score -8380094 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -8380321.000000 Penalty: 5315.814941
	Iteration 18Q: 3 clusters Score -8380321 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -8380546.500000 Penalty: 5315.814941
	Iteration 19Q: 3 clusters Score -8380546 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -8380728.500000 Penalty: 5315.814941
	Iteration 20F: 3 clusters Score -8380728 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -8380856.500000 Penalty: 5315.814941
	Iteration 21Q: 3 clusters Score -8380856 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -8380982.000000 Penalty: 5315.814941
	Iteration 22Q: 3 clusters Score -8380982 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -8381130.000000 Penalty: 5315.814941
	Iteration 23Q: 3 clusters Score -8381130 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -8381223.500000 Penalty: 5315.814941
	Iteration 24Q: 3 clusters Score -8381224 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -8381305.500000 Penalty: 5315.814941
	Iteration 25Q: 3 clusters Score -8381306 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -8381431.500000 Penalty: 5315.814941
	Iteration 26Q: 3 clusters Score -8381432 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -8381517.000000 Penalty: 5315.814941
	Iteration 27Q: 3 clusters Score -8381517 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -8381647.000000 Penalty: 5315.814941
	Iteration 28Q: 3 clusters Score -8381647 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -8381736.500000 Penalty: 5315.814941
	Iteration 29Q: 3 clusters Score -8381736 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -8381809.500000 Penalty: 5315.814941
	Iteration 30Q: 3 clusters Score -8381810 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -8381882.500000 Penalty: 5315.814941
	Iteration 31Q: 3 clusters Score -8381882 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -8381955.000000 Penalty: 5315.814941
	Iteration 32Q: 3 clusters Score -8381955 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -8382041.500000 Penalty: 5315.814941
	Iteration 33Q: 3 clusters Score -8382042 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -8382097.500000 Penalty: 5315.814941
	Iteration 34Q: 3 clusters Score -8382098 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -8382171.500000 Penalty: 5315.814941
	Iteration 35Q: 3 clusters Score -8382172 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -8382226.000000 Penalty: 5315.814941
	Iteration 36Q: 3 clusters Score -8382226 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -8382257.000000 Penalty: 5315.814941
	Iteration 37Q: 3 clusters Score -8382257 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -8382314.000000 Penalty: 5315.814941
	Iteration 38Q: 3 clusters Score -8382314 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -8382369.500000 Penalty: 5315.814941
	Iteration 39Q: 3 clusters Score -8382370 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -8382431.000000 Penalty: 5315.814941
	Iteration 40F: 3 clusters Score -8382431 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -8382460.500000 Penalty: 5315.814941
	Iteration 41Q: 3 clusters Score -8382460 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -8382520.500000 Penalty: 5315.814941
	Iteration 42Q: 3 clusters Score -8382520 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -8382601.000000 Penalty: 5315.814941
	Iteration 43Q: 3 clusters Score -8382601 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -8382666.500000 Penalty: 5315.814941
	Iteration 44Q: 3 clusters Score -8382666 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -8382724.500000 Penalty: 5315.814941
	Iteration 45Q: 3 clusters Score -8382724 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -8382784.500000 Penalty: 5315.814941
	Iteration 46Q: 3 clusters Score -8382784 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -8382851.000000 Penalty: 5315.814941
	Iteration 47Q: 3 clusters Score -8382851 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -8382914.000000 Penalty: 5315.814941
	Iteration 48Q: 3 clusters Score -8382914 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -8382993.000000 Penalty: 5315.814941
	Iteration 49Q: 3 clusters Score -8382993 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -8383073.000000 Penalty: 5315.814941
	Iteration 50Q: 3 clusters Score -8383073 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -8383147.500000 Penalty: 5315.814941
	Iteration 51Q: 3 clusters Score -8383148 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -8383192.500000 Penalty: 5315.814941
	Iteration 52Q: 3 clusters Score -8383192 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -8383259.500000 Penalty: 5315.814941
	Iteration 53Q: 3 clusters Score -8383260 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -8383330.000000 Penalty: 5315.814941
	Iteration 54Q: 3 clusters Score -8383330 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -8383361.500000 Penalty: 5315.814941
	Iteration 55Q: 3 clusters Score -8383362 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -8383406.000000 Penalty: 5315.814941
	Iteration 56Q: 3 clusters Score -8383406 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -8383422.000000 Penalty: 5315.814941
	Iteration 57Q: 3 clusters Score -8383422 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -8383447.500000 Penalty: 5315.814941
	Iteration 58Q: 3 clusters Score -8383448 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -8383518.500000 Penalty: 5315.814941
	Iteration 59Q: 3 clusters Score -8383518 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -8383519.500000 Penalty: 5315.814941
	Iteration 60F: 3 clusters Score -8383520 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -8383579.000000 Penalty: 5315.814941
	Iteration 61Q: 3 clusters Score -8383579 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -8383614.000000 Penalty: 5315.814941
	Iteration 62Q: 3 clusters Score -8383614 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -8383661.000000 Penalty: 5315.814941
	Iteration 63Q: 3 clusters Score -8383661 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -8383684.500000 Penalty: 5315.814941
	Iteration 64Q: 3 clusters Score -8383684 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -8383720.000000 Penalty: 5315.814941
	Iteration 65Q: 3 clusters Score -8383720 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -8383750.500000 Penalty: 5315.814941
	Iteration 66Q: 3 clusters Score -8383750 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -8383758.000000 Penalty: 5315.814941
	Iteration 67Q: 3 clusters Score -8383758 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -8383784.500000 Penalty: 5315.814941
	Iteration 68Q: 3 clusters Score -8383784 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -8383770.500000 Penalty: 5315.814941
	Iteration 69Q: 3 clusters Score -8383770 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -8383771.000000 Penalty: 5315.814941
	Iteration 70Q: 3 clusters Score -8383771 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -8383771.000000 Penalty: 5315.814941
	Iteration 71Q: 3 clusters Score -8383771 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -8383763.000000 Penalty: 5315.814941
	Iteration 72Q: 3 clusters Score -8383763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -8383800.500000 Penalty: 5315.814941
	Iteration 73Q: 3 clusters Score -8383800 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -8383793.000000 Penalty: 5315.814941
	Iteration 74Q: 3 clusters Score -8383793 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -8383799.000000 Penalty: 5315.814941
	Iteration 75Q: 3 clusters Score -8383799 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -8383786.000000 Penalty: 5315.814941
	Iteration 76Q: 3 clusters Score -8383786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -8383763.000000 Penalty: 5315.814941
	Iteration 77Q: 3 clusters Score -8383763 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -8383760.500000 Penalty: 5315.814941
	Iteration 78Q: 3 clusters Score -8383760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8383778.000000 Penalty: 5315.814941
	Iteration 79Q: 3 clusters Score -8383778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -8383795.000000 Penalty: 5315.814941
	Iteration 80F: 3 clusters Score -8383795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -8383804.000000 Penalty: 5315.814941
	Iteration 81Q: 3 clusters Score -8383804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -8383793.500000 Penalty: 5315.814941
	Iteration 82Q: 3 clusters Score -8383794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -8383762.000000 Penalty: 5315.814941
	Iteration 83Q: 3 clusters Score -8383762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8383751.000000 Penalty: 5315.814941
	Iteration 84Q: 3 clusters Score -8383751 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -8383734.500000 Penalty: 5315.814941
	Iteration 85Q: 3 clusters Score -8383734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8383718.500000 Penalty: 5315.814941
	Iteration 86Q: 3 clusters Score -8383718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -8383711.500000 Penalty: 5315.814941
	Iteration 87Q: 3 clusters Score -8383712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -8383702.000000 Penalty: 5315.814941
	Iteration 88Q: 3 clusters Score -8383702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -8383706.500000 Penalty: 5315.814941
	Iteration 89Q: 3 clusters Score -8383706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -8383691.000000 Penalty: 5315.814941
	Iteration 90Q: 3 clusters Score -8383691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -8383694.500000 Penalty: 5315.814941
	Iteration 91Q: 3 clusters Score -8383694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -8383702.500000 Penalty: 5315.814941
	Iteration 92Q: 3 clusters Score -8383702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -8383702.500000 Penalty: 5315.814941
	Iteration 93Q: 3 clusters Score -8383702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -8383704.500000 Penalty: 5315.814941
	Iteration 94Q: 3 clusters Score -8383704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -8383703.000000 Penalty: 5315.814941
	Iteration 95Q: 3 clusters Score -8383703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -8383704.500000 Penalty: 5315.814941
	Iteration 96Q: 3 clusters Score -8383704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -8383705.500000 Penalty: 5315.814941
	Iteration 97Q: 3 clusters Score -8383706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -8383697.500000 Penalty: 5315.814941
	Iteration 98Q: 3 clusters Score -8383698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -8383707.000000 Penalty: 5315.814941
	Iteration 99Q: 3 clusters Score -8383707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -8383702.000000 Penalty: 5315.814941
	Iteration 100F: 3 clusters Score -8383702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -8383682.500000 Penalty: 5315.814941
	Iteration 101Q: 3 clusters Score -8383682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -8383684.500000 Penalty: 5315.814941
	Iteration 102Q: 3 clusters Score -8383684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8383693.000000 Penalty: 5315.814941
	Iteration 103Q: 3 clusters Score -8383693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8383695.000000 Penalty: 5315.814941
	Iteration 104Q: 3 clusters Score -8383695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -8383692.500000 Penalty: 5315.814941
	Iteration 105Q: 3 clusters Score -8383692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -8383694.000000 Penalty: 5315.814941
	Iteration 106Q: 3 clusters Score -8383694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -8383693.000000 Penalty: 5315.814941
	Iteration 107Q: 3 clusters Score -8383693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8383698.500000 Penalty: 5315.814941
	Iteration 108Q: 3 clusters Score -8383698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -8383704.500000 Penalty: 5315.814941
	Iteration 109Q: 3 clusters Score -8383704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8383697.500000 Penalty: 5315.814941
	Iteration 110Q: 3 clusters Score -8383698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -8383697.500000 Penalty: 5315.814941
	Iteration 111Q: 3 clusters Score -8383698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -8383700.500000 Penalty: 5315.814941
	Iteration 112Q: 3 clusters Score -8383700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -8383694.000000 Penalty: 5315.814941
	Iteration 113Q: 3 clusters Score -8383694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8383690.000000 Penalty: 5315.814941
	Iteration 114Q: 3 clusters Score -8383690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8383690.000000 Penalty: 5315.814941
	Iteration 115F: 3 clusters Score -8383690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Entering Unmasked Estep 
Score: -8918627.000000 Penalty: 2668.234131
	Iteration 0F: 2 clusters Score -8918627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -8890717.000000 Penalty: 5336.468262
	Iteration 0F: 3 clusters Score -8890717 nChanged 21686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -8902698.000000 Penalty: 5336.468262
	Iteration 1F: 3 clusters Score -8902698 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -8903250.000000 Penalty: 5336.468262
	Iteration 2Q: 3 clusters Score -8903250 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -8903762.000000 Penalty: 5336.468262
	Iteration 3Q: 3 clusters Score -8903762 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -8904281.000000 Penalty: 5336.468262
	Iteration 4Q: 3 clusters Score -8904281 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -8904868.000000 Penalty: 5336.468262
	Iteration 5Q: 3 clusters Score -8904868 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -8905491.000000 Penalty: 5336.468262
	Iteration 6Q: 3 clusters Score -8905491 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -8906507.000000 Penalty: 5336.468262
	Iteration 7Q: 3 clusters Score -8906507 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -8907860.000000 Penalty: 5336.468262
	Iteration 8F: 3 clusters Score -8907860 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -8909661.000000 Penalty: 5336.468262
	Iteration 9F: 3 clusters Score -8909661 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -8911710.000000 Penalty: 5336.468262
	Iteration 10F: 3 clusters Score -8911710 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -8913497.000000 Penalty: 5336.468262
	Iteration 11F: 3 clusters Score -8913497 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -8915033.000000 Penalty: 5336.468262
	Iteration 12Q: 3 clusters Score -8915033 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -8915754.000000 Penalty: 5336.468262
	Iteration 13Q: 3 clusters Score -8915754 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8916045.000000 Penalty: 5336.468262
	Iteration 14Q: 3 clusters Score -8916045 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8916313.000000 Penalty: 5336.468262
	Iteration 15Q: 3 clusters Score -8916313 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8916457.000000 Penalty: 5336.468262
	Iteration 16Q: 3 clusters Score -8916457 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8916498.000000 Penalty: 5336.468262
	Iteration 17Q: 3 clusters Score -8916498 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8916516.000000 Penalty: 5336.468262
	Iteration 18Q: 3 clusters Score -8916516 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8916550.000000 Penalty: 5336.468262
	Iteration 19Q: 3 clusters Score -8916550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8916586.000000 Penalty: 5336.468262
	Iteration 20F: 3 clusters Score -8916586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8916581.000000 Penalty: 5336.468262
	Iteration 21Q: 3 clusters Score -8916581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8916606.000000 Penalty: 5336.468262
	Iteration 22Q: 3 clusters Score -8916606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8916643.000000 Penalty: 5336.468262
	Iteration 23Q: 3 clusters Score -8916643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8916623.000000 Penalty: 5336.468262
	Iteration 24Q: 3 clusters Score -8916623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8916646.000000 Penalty: 5336.468262
	Iteration 25Q: 3 clusters Score -8916646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8916651.000000 Penalty: 5336.468262
	Iteration 26Q: 3 clusters Score -8916651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8916651.000000 Penalty: 5336.468262
	Iteration 27Q: 3 clusters Score -8916651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8916662.000000 Penalty: 5336.468262
	Iteration 28Q: 3 clusters Score -8916662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8916669.000000 Penalty: 5336.468262
	Iteration 29Q: 3 clusters Score -8916669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8916684.000000 Penalty: 5336.468262
	Iteration 30Q: 3 clusters Score -8916684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8916676.000000 Penalty: 5336.468262
	Iteration 31Q: 3 clusters Score -8916676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8916672.000000 Penalty: 5336.468262
	Iteration 32Q: 3 clusters Score -8916672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8916673.000000 Penalty: 5336.468262
	Iteration 33Q: 3 clusters Score -8916673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8916670.000000 Penalty: 5336.468262
	Iteration 34Q: 3 clusters Score -8916670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8916676.000000 Penalty: 5336.468262
	Iteration 35Q: 3 clusters Score -8916676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8916681.000000 Penalty: 5336.468262
	Iteration 36Q: 3 clusters Score -8916681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8916685.000000 Penalty: 5336.468262
	Iteration 37Q: 3 clusters Score -8916685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8916684.000000 Penalty: 5336.468262
	Iteration 38Q: 3 clusters Score -8916684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8916692.000000 Penalty: 5336.468262
	Iteration 39Q: 3 clusters Score -8916692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8916700.000000 Penalty: 5336.468262
	Iteration 40F: 3 clusters Score -8916700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8916697.000000 Penalty: 5336.468262
	Iteration 41Q: 3 clusters Score -8916697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8916697.000000 Penalty: 5336.468262
	Iteration 42F: 3 clusters Score -8916697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Entering Unmasked Estep 
Score: -8774076.000000 Penalty: 2671.079834
	Iteration 0F: 2 clusters Score -8774076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -8742773.000000 Penalty: 5342.159668
	Iteration 0F: 3 clusters Score -8742773 nChanged 21826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -8754770.000000 Penalty: 5342.159668
	Iteration 1F: 3 clusters Score -8754770 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -8755239.000000 Penalty: 5342.159668
	Iteration 2Q: 3 clusters Score -8755239 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -8755622.000000 Penalty: 5342.159668
	Iteration 3Q: 3 clusters Score -8755622 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -8755932.000000 Penalty: 5342.159668
	Iteration 4Q: 3 clusters Score -8755932 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -8756247.000000 Penalty: 5342.159668
	Iteration 5Q: 3 clusters Score -8756247 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -8756558.000000 Penalty: 5342.159668
	Iteration 6Q: 3 clusters Score -8756558 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -8756965.000000 Penalty: 5342.159668
	Iteration 7Q: 3 clusters Score -8756965 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -8757487.000000 Penalty: 5342.159668
	Iteration 8Q: 3 clusters Score -8757487 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -8758260.000000 Penalty: 5342.159668
	Iteration 9Q: 3 clusters Score -8758260 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -8759385.000000 Penalty: 5342.159668
	Iteration 10Q: 3 clusters Score -8759385 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -8761025.000000 Penalty: 5342.159668
	Iteration 11F: 3 clusters Score -8761025 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -8763097.000000 Penalty: 5342.159668
	Iteration 12F: 3 clusters Score -8763097 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -8765246.000000 Penalty: 5342.159668
	Iteration 13F: 3 clusters Score -8765246 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -8766697.000000 Penalty: 5342.159668
	Iteration 14F: 3 clusters Score -8766697 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -8767437.000000 Penalty: 5342.159668
	Iteration 15Q: 3 clusters Score -8767437 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -8767933.000000 Penalty: 5342.159668
	Iteration 16Q: 3 clusters Score -8767933 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -8768328.000000 Penalty: 5342.159668
	Iteration 17Q: 3 clusters Score -8768328 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -8768629.000000 Penalty: 5342.159668
	Iteration 18Q: 3 clusters Score -8768629 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -8768917.000000 Penalty: 5342.159668
	Iteration 19Q: 3 clusters Score -8768917 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -8769203.000000 Penalty: 5342.159668
	Iteration 20F: 3 clusters Score -8769203 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -8769507.000000 Penalty: 5342.159668
	Iteration 21Q: 3 clusters Score -8769507 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -8769770.000000 Penalty: 5342.159668
	Iteration 22Q: 3 clusters Score -8769770 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -8770048.000000 Penalty: 5342.159668
	Iteration 23Q: 3 clusters Score -8770048 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -8770318.000000 Penalty: 5342.159668
	Iteration 24Q: 3 clusters Score -8770318 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -8770575.000000 Penalty: 5342.159668
	Iteration 25Q: 3 clusters Score -8770575 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -8770820.000000 Penalty: 5342.159668
	Iteration 26Q: 3 clusters Score -8770820 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -8771048.000000 Penalty: 5342.159668
	Iteration 27Q: 3 clusters Score -8771048 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -8771284.000000 Penalty: 5342.159668
	Iteration 28Q: 3 clusters Score -8771284 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -8771493.000000 Penalty: 5342.159668
	Iteration 29Q: 3 clusters Score -8771493 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -8771654.000000 Penalty: 5342.159668
	Iteration 30Q: 3 clusters Score -8771654 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -8771831.000000 Penalty: 5342.159668
	Iteration 31Q: 3 clusters Score -8771831 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -8771906.000000 Penalty: 5342.159668
	Iteration 32Q: 3 clusters Score -8771906 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -8772011.000000 Penalty: 5342.159668
	Iteration 33Q: 3 clusters Score -8772011 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8772071.000000 Penalty: 5342.159668
	Iteration 34Q: 3 clusters Score -8772071 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -8772127.000000 Penalty: 5342.159668
	Iteration 35Q: 3 clusters Score -8772127 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8772181.000000 Penalty: 5342.159668
	Iteration 36Q: 3 clusters Score -8772181 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -8772240.000000 Penalty: 5342.159668
	Iteration 37Q: 3 clusters Score -8772240 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8772287.000000 Penalty: 5342.159668
	Iteration 38Q: 3 clusters Score -8772287 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8772310.000000 Penalty: 5342.159668
	Iteration 39Q: 3 clusters Score -8772310 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8772300.000000 Penalty: 5342.159668
	Iteration 40F: 3 clusters Score -8772300 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8772313.000000 Penalty: 5342.159668
	Iteration 41Q: 3 clusters Score -8772313 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8772329.000000 Penalty: 5342.159668
	Iteration 42Q: 3 clusters Score -8772329 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8772329.000000 Penalty: 5342.159668
	Iteration 43Q: 3 clusters Score -8772329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8772347.000000 Penalty: 5342.159668
	Iteration 44Q: 3 clusters Score -8772347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8772342.000000 Penalty: 5342.159668
	Iteration 45Q: 3 clusters Score -8772342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8772340.000000 Penalty: 5342.159668
	Iteration 46Q: 3 clusters Score -8772340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8772318.000000 Penalty: 5342.159668
	Iteration 47Q: 3 clusters Score -8772318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8772328.000000 Penalty: 5342.159668
	Iteration 48Q: 3 clusters Score -8772328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8772328.000000 Penalty: 5342.159668
	Iteration 49Q: 3 clusters Score -8772328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8772319.000000 Penalty: 5342.159668
	Iteration 50Q: 3 clusters Score -8772319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8772323.000000 Penalty: 5342.159668
	Iteration 51Q: 3 clusters Score -8772323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8772324.000000 Penalty: 5342.159668
	Iteration 52Q: 3 clusters Score -8772324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8772324.000000 Penalty: 5342.159668
	Iteration 53Q: 3 clusters Score -8772324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8772336.000000 Penalty: 5342.159668
	Iteration 54Q: 3 clusters Score -8772336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8772338.000000 Penalty: 5342.159668
	Iteration 55Q: 3 clusters Score -8772338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8772356.000000 Penalty: 5342.159668
	Iteration 56Q: 3 clusters Score -8772356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8772373.000000 Penalty: 5342.159668
	Iteration 57Q: 3 clusters Score -8772373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8772363.000000 Penalty: 5342.159668
	Iteration 58Q: 3 clusters Score -8772363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8772369.000000 Penalty: 5342.159668
	Iteration 59Q: 3 clusters Score -8772369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8772364.000000 Penalty: 5342.159668
	Iteration 60F: 3 clusters Score -8772364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8772373.000000 Penalty: 5342.159668
	Iteration 61Q: 3 clusters Score -8772373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8772359.000000 Penalty: 5342.159668
	Iteration 62Q: 3 clusters Score -8772359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8772352.000000 Penalty: 5342.159668
	Iteration 63Q: 3 clusters Score -8772352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8772346.000000 Penalty: 5342.159668
	Iteration 64Q: 3 clusters Score -8772346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8772347.000000 Penalty: 5342.159668
	Iteration 65Q: 3 clusters Score -8772347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8772353.000000 Penalty: 5342.159668
	Iteration 66Q: 3 clusters Score -8772353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8772357.000000 Penalty: 5342.159668
	Iteration 67Q: 3 clusters Score -8772357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8772352.000000 Penalty: 5342.159668
	Iteration 68Q: 3 clusters Score -8772352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8772350.000000 Penalty: 5342.159668
	Iteration 69Q: 3 clusters Score -8772350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8772361.000000 Penalty: 5342.159668
	Iteration 70Q: 3 clusters Score -8772361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8772357.000000 Penalty: 5342.159668
	Iteration 71Q: 3 clusters Score -8772357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8772354.000000 Penalty: 5342.159668
	Iteration 72Q: 3 clusters Score -8772354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8772364.000000 Penalty: 5342.159668
	Iteration 73Q: 3 clusters Score -8772364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8772373.000000 Penalty: 5342.159668
	Iteration 74Q: 3 clusters Score -8772373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8772386.000000 Penalty: 5342.159668
	Iteration 75Q: 3 clusters Score -8772386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8772384.000000 Penalty: 5342.159668
	Iteration 76Q: 3 clusters Score -8772384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8772383.000000 Penalty: 5342.159668
	Iteration 77Q: 3 clusters Score -8772383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8772386.000000 Penalty: 5342.159668
	Iteration 78Q: 3 clusters Score -8772386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8772393.000000 Penalty: 5342.159668
	Iteration 79Q: 3 clusters Score -8772393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8772385.000000 Penalty: 5342.159668
	Iteration 80F: 3 clusters Score -8772385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8772384.000000 Penalty: 5342.159668
	Iteration 81Q: 3 clusters Score -8772384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8772379.000000 Penalty: 5342.159668
	Iteration 82Q: 3 clusters Score -8772379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8772378.000000 Penalty: 5342.159668
	Iteration 83Q: 3 clusters Score -8772378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8772380.000000 Penalty: 5342.159668
	Iteration 84Q: 3 clusters Score -8772380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8772387.000000 Penalty: 5342.159668
	Iteration 85Q: 3 clusters Score -8772387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8772393.000000 Penalty: 5342.159668
	Iteration 86Q: 3 clusters Score -8772393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8772399.000000 Penalty: 5342.159668
	Iteration 87Q: 3 clusters Score -8772399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8772396.000000 Penalty: 5342.159668
	Iteration 88Q: 3 clusters Score -8772396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8772390.000000 Penalty: 5342.159668
	Iteration 89Q: 3 clusters Score -8772390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8772390.000000 Penalty: 5342.159668
	Iteration 90F: 3 clusters Score -8772390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -77540.992188 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -77540.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75979.039062 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -75979.04 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76327.976562 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -76327.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76529.492188 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -76529.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76713.976562 Penalty: 3171.221191
	Iteration 3F: 3 clusters Score -76713.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76849.398438 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -76849.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76922.351562 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -76922.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76970.882812 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -76970.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77015.687500 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -77015.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -77064.062500 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -77064.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -77084.804688 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -77084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -77093.609375 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -77093.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77096.710938 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -77096.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77096.929688 Penalty: 3171.221191
	Iteration 12F: 3 clusters Score -77096.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77106.671875 Penalty: 3171.221191
	Iteration 13Q: 3 clusters Score -77106.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77106.671875 Penalty: 3171.221191
	Iteration 14F: 3 clusters Score -77106.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Entering Unmasked Estep 
Score: -8646357.000000 Penalty: 2665.893555
	Iteration 0F: 2 clusters Score -8646357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -8616922.000000 Penalty: 5331.787109
	Iteration 0F: 3 clusters Score -8616922 nChanged 21445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -8628367.000000 Penalty: 5331.787109
	Iteration 1F: 3 clusters Score -8628367 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -8628775.000000 Penalty: 5331.787109
	Iteration 2Q: 3 clusters Score -8628775 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -8629198.000000 Penalty: 5331.787109
	Iteration 3Q: 3 clusters Score -8629198 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -8629668.000000 Penalty: 5331.787109
	Iteration 4Q: 3 clusters Score -8629668 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -8630173.000000 Penalty: 5331.787109
	Iteration 5Q: 3 clusters Score -8630173 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -8630737.000000 Penalty: 5331.787109
	Iteration 6Q: 3 clusters Score -8630737 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -8631415.000000 Penalty: 5331.787109
	Iteration 7Q: 3 clusters Score -8631415 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -8632394.000000 Penalty: 5331.787109
	Iteration 8Q: 3 clusters Score -8632394 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -8633554.000000 Penalty: 5331.787109
	Iteration 9Q: 3 clusters Score -8633554 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -8635009.000000 Penalty: 5331.787109
	Iteration 10Q: 3 clusters Score -8635009 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -8636558.000000 Penalty: 5331.787109
	Iteration 11Q: 3 clusters Score -8636558 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -8638057.000000 Penalty: 5331.787109
	Iteration 12Q: 3 clusters Score -8638057 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -8639282.000000 Penalty: 5331.787109
	Iteration 13Q: 3 clusters Score -8639282 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -8640185.000000 Penalty: 5331.787109
	Iteration 14Q: 3 clusters Score -8640185 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -8640789.000000 Penalty: 5331.787109
	Iteration 15Q: 3 clusters Score -8640789 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -8641348.000000 Penalty: 5331.787109
	Iteration 16Q: 3 clusters Score -8641348 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -8641750.000000 Penalty: 5331.787109
	Iteration 17Q: 3 clusters Score -8641750 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -8642129.000000 Penalty: 5331.787109
	Iteration 18Q: 3 clusters Score -8642129 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -8642460.000000 Penalty: 5331.787109
	Iteration 19Q: 3 clusters Score -8642460 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -8642761.000000 Penalty: 5331.787109
	Iteration 20F: 3 clusters Score -8642761 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -8643012.000000 Penalty: 5331.787109
	Iteration 21Q: 3 clusters Score -8643012 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -8643291.000000 Penalty: 5331.787109
	Iteration 22Q: 3 clusters Score -8643291 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -8643512.000000 Penalty: 5331.787109
	Iteration 23Q: 3 clusters Score -8643512 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8643728.000000 Penalty: 5331.787109
	Iteration 24Q: 3 clusters Score -8643728 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8643878.000000 Penalty: 5331.787109
	Iteration 25Q: 3 clusters Score -8643878 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -8643968.000000 Penalty: 5331.787109
	Iteration 26Q: 3 clusters Score -8643968 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8644053.000000 Penalty: 5331.787109
	Iteration 27Q: 3 clusters Score -8644053 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8644097.000000 Penalty: 5331.787109
	Iteration 28Q: 3 clusters Score -8644097 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8644121.000000 Penalty: 5331.787109
	Iteration 29Q: 3 clusters Score -8644121 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8644178.000000 Penalty: 5331.787109
	Iteration 30Q: 3 clusters Score -8644178 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8644237.000000 Penalty: 5331.787109
	Iteration 31Q: 3 clusters Score -8644237 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8644259.000000 Penalty: 5331.787109
	Iteration 32Q: 3 clusters Score -8644259 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8644288.000000 Penalty: 5331.787109
	Iteration 33Q: 3 clusters Score -8644288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8644309.000000 Penalty: 5331.787109
	Iteration 34Q: 3 clusters Score -8644309 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8644344.000000 Penalty: 5331.787109
	Iteration 35Q: 3 clusters Score -8644344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8644373.000000 Penalty: 5331.787109
	Iteration 36Q: 3 clusters Score -8644373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8644386.000000 Penalty: 5331.787109
	Iteration 37Q: 3 clusters Score -8644386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8644399.000000 Penalty: 5331.787109
	Iteration 38Q: 3 clusters Score -8644399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8644396.000000 Penalty: 5331.787109
	Iteration 39Q: 3 clusters Score -8644396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8644393.000000 Penalty: 5331.787109
	Iteration 40F: 3 clusters Score -8644393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8644403.000000 Penalty: 5331.787109
	Iteration 41Q: 3 clusters Score -8644403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8644406.000000 Penalty: 5331.787109
	Iteration 42Q: 3 clusters Score -8644406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8644422.000000 Penalty: 5331.787109
	Iteration 43Q: 3 clusters Score -8644422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8644420.000000 Penalty: 5331.787109
	Iteration 44Q: 3 clusters Score -8644420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8644424.000000 Penalty: 5331.787109
	Iteration 45Q: 3 clusters Score -8644424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8644434.000000 Penalty: 5331.787109
	Iteration 46Q: 3 clusters Score -8644434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8644446.000000 Penalty: 5331.787109
	Iteration 47Q: 3 clusters Score -8644446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8644444.000000 Penalty: 5331.787109
	Iteration 48Q: 3 clusters Score -8644444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8644440.000000 Penalty: 5331.787109
	Iteration 49Q: 3 clusters Score -8644440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8644443.000000 Penalty: 5331.787109
	Iteration 50Q: 3 clusters Score -8644443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8644453.000000 Penalty: 5331.787109
	Iteration 51Q: 3 clusters Score -8644453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8644455.000000 Penalty: 5331.787109
	Iteration 52Q: 3 clusters Score -8644455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8644454.000000 Penalty: 5331.787109
	Iteration 53Q: 3 clusters Score -8644454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8644462.000000 Penalty: 5331.787109
	Iteration 54Q: 3 clusters Score -8644462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8644457.000000 Penalty: 5331.787109
	Iteration 55Q: 3 clusters Score -8644457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8644461.000000 Penalty: 5331.787109
	Iteration 56Q: 3 clusters Score -8644461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8644461.000000 Penalty: 5331.787109
	Iteration 57F: 3 clusters Score -8644461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Entering Unmasked Estep 
Score: -8532697.000000 Penalty: 2663.616455
	Iteration 0F: 2 clusters Score -8532697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8502832.000000 Penalty: 5327.232910
	Iteration 0F: 3 clusters Score -8502832 nChanged 21202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -8514503.000000 Penalty: 5327.232910
	Iteration 1F: 3 clusters Score -8514503 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -8515164.000000 Penalty: 5327.232910
	Iteration 2Q: 3 clusters Score -8515164 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -8515808.000000 Penalty: 5327.232910
	Iteration 3Q: 3 clusters Score -8515808 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -8516510.000000 Penalty: 5327.232910
	Iteration 4Q: 3 clusters Score -8516510 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8517317.000000 Penalty: 5327.232910
	Iteration 5Q: 3 clusters Score -8517317 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -8518229.000000 Penalty: 5327.232910
	Iteration 6Q: 3 clusters Score -8518229 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -8519241.000000 Penalty: 5327.232910
	Iteration 7Q: 3 clusters Score -8519241 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -8520642.000000 Penalty: 5327.232910
	Iteration 8Q: 3 clusters Score -8520642 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -8522264.000000 Penalty: 5327.232910
	Iteration 9F: 3 clusters Score -8522264 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -8523901.000000 Penalty: 5327.232910
	Iteration 10F: 3 clusters Score -8523901 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -8525154.000000 Penalty: 5327.232910
	Iteration 11Q: 3 clusters Score -8525154 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -8525804.000000 Penalty: 5327.232910
	Iteration 12Q: 3 clusters Score -8525804 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -8526062.000000 Penalty: 5327.232910
	Iteration 13Q: 3 clusters Score -8526062 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -8526231.000000 Penalty: 5327.232910
	Iteration 14Q: 3 clusters Score -8526231 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -8526374.000000 Penalty: 5327.232910
	Iteration 15Q: 3 clusters Score -8526374 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -8526469.000000 Penalty: 5327.232910
	Iteration 16Q: 3 clusters Score -8526469 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -8526551.000000 Penalty: 5327.232910
	Iteration 17Q: 3 clusters Score -8526551 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -8526649.000000 Penalty: 5327.232910
	Iteration 18Q: 3 clusters Score -8526649 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -8526762.000000 Penalty: 5327.232910
	Iteration 19Q: 3 clusters Score -8526762 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -8526870.000000 Penalty: 5327.232910
	Iteration 20F: 3 clusters Score -8526870 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -8526964.000000 Penalty: 5327.232910
	Iteration 21Q: 3 clusters Score -8526964 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -8527133.000000 Penalty: 5327.232910
	Iteration 22Q: 3 clusters Score -8527133 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -8527262.000000 Penalty: 5327.232910
	Iteration 23Q: 3 clusters Score -8527262 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -8527380.000000 Penalty: 5327.232910
	Iteration 24Q: 3 clusters Score -8527380 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -8527518.000000 Penalty: 5327.232910
	Iteration 25Q: 3 clusters Score -8527518 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -8527606.000000 Penalty: 5327.232910
	Iteration 26Q: 3 clusters Score -8527606 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -8527731.000000 Penalty: 5327.232910
	Iteration 27Q: 3 clusters Score -8527731 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -8527826.000000 Penalty: 5327.232910
	Iteration 28Q: 3 clusters Score -8527826 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -8527984.000000 Penalty: 5327.232910
	Iteration 29Q: 3 clusters Score -8527984 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -8528158.000000 Penalty: 5327.232910
	Iteration 30Q: 3 clusters Score -8528158 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -8528292.000000 Penalty: 5327.232910
	Iteration 31Q: 3 clusters Score -8528292 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -8528504.000000 Penalty: 5327.232910
	Iteration 32Q: 3 clusters Score -8528504 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -8528803.000000 Penalty: 5327.232910
	Iteration 33Q: 3 clusters Score -8528803 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -8529031.000000 Penalty: 5327.232910
	Iteration 34Q: 3 clusters Score -8529031 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -8529303.000000 Penalty: 5327.232910
	Iteration 35Q: 3 clusters Score -8529303 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -8529570.000000 Penalty: 5327.232910
	Iteration 36Q: 3 clusters Score -8529570 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -8529814.000000 Penalty: 5327.232910
	Iteration 37Q: 3 clusters Score -8529814 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -8530135.000000 Penalty: 5327.232910
	Iteration 38Q: 3 clusters Score -8530135 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -8530409.000000 Penalty: 5327.232910
	Iteration 39Q: 3 clusters Score -8530409 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -8530680.000000 Penalty: 5327.232910
	Iteration 40F: 3 clusters Score -8530680 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -8530952.000000 Penalty: 5327.232910
	Iteration 41Q: 3 clusters Score -8530952 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -8531204.000000 Penalty: 5327.232910
	Iteration 42Q: 3 clusters Score -8531204 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -8531410.000000 Penalty: 5327.232910
	Iteration 43Q: 3 clusters Score -8531410 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -8531602.000000 Penalty: 5327.232910
	Iteration 44Q: 3 clusters Score -8531602 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -8531781.000000 Penalty: 5327.232910
	Iteration 45Q: 3 clusters Score -8531781 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -8531894.000000 Penalty: 5327.232910
	Iteration 46Q: 3 clusters Score -8531894 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -8531987.000000 Penalty: 5327.232910
	Iteration 47Q: 3 clusters Score -8531987 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -8532010.000000 Penalty: 5327.232910
	Iteration 48Q: 3 clusters Score -8532010 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8532042.000000 Penalty: 5327.232910
	Iteration 49Q: 3 clusters Score -8532042 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -8532050.000000 Penalty: 5327.232910
	Iteration 50Q: 3 clusters Score -8532050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8532102.000000 Penalty: 5327.232910
	Iteration 51Q: 3 clusters Score -8532102 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8532110.000000 Penalty: 5327.232910
	Iteration 52Q: 3 clusters Score -8532110 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8532110.000000 Penalty: 5327.232910
	Iteration 53Q: 3 clusters Score -8532110 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -8532105.000000 Penalty: 5327.232910
	Iteration 54Q: 3 clusters Score -8532105 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -8532083.000000 Penalty: 5327.232910
	Iteration 55Q: 3 clusters Score -8532083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -8532083.000000 Penalty: 5327.232910
	Iteration 56Q: 3 clusters Score -8532083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -8532087.000000 Penalty: 5327.232910
	Iteration 57Q: 3 clusters Score -8532087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -8532078.000000 Penalty: 5327.232910
	Iteration 58Q: 3 clusters Score -8532078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8532071.000000 Penalty: 5327.232910
	Iteration 59Q: 3 clusters Score -8532071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -8532063.000000 Penalty: 5327.232910
	Iteration 60F: 3 clusters Score -8532063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8532041.000000 Penalty: 5327.232910
	Iteration 61Q: 3 clusters Score -8532041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -8532021.000000 Penalty: 5327.232910
	Iteration 62Q: 3 clusters Score -8532021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -8532017.000000 Penalty: 5327.232910
	Iteration 63Q: 3 clusters Score -8532017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -8532034.000000 Penalty: 5327.232910
	Iteration 64Q: 3 clusters Score -8532034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -8532034.000000 Penalty: 5327.232910
	Iteration 65Q: 3 clusters Score -8532034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -8532022.000000 Penalty: 5327.232910
	Iteration 66Q: 3 clusters Score -8532022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -8532020.000000 Penalty: 5327.232910
	Iteration 67Q: 3 clusters Score -8532020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -8532019.000000 Penalty: 5327.232910
	Iteration 68Q: 3 clusters Score -8532019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8532022.000000 Penalty: 5327.232910
	Iteration 69Q: 3 clusters Score -8532022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8531998.000000 Penalty: 5327.232910
	Iteration 70Q: 3 clusters Score -8531998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -8531992.000000 Penalty: 5327.232910
	Iteration 71Q: 3 clusters Score -8531992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -8531985.000000 Penalty: 5327.232910
	Iteration 72Q: 3 clusters Score -8531985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -8531994.000000 Penalty: 5327.232910
	Iteration 73Q: 3 clusters Score -8531994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -8531978.000000 Penalty: 5327.232910
	Iteration 74Q: 3 clusters Score -8531978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -8531988.000000 Penalty: 5327.232910
	Iteration 75Q: 3 clusters Score -8531988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8531969.000000 Penalty: 5327.232910
	Iteration 76Q: 3 clusters Score -8531969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -8531969.000000 Penalty: 5327.232910
	Iteration 77Q: 3 clusters Score -8531969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -8531960.000000 Penalty: 5327.232910
	Iteration 78Q: 3 clusters Score -8531960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -8531967.000000 Penalty: 5327.232910
	Iteration 79Q: 3 clusters Score -8531967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8531968.000000 Penalty: 5327.232910
	Iteration 80F: 3 clusters Score -8531968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -8531974.000000 Penalty: 5327.232910
	Iteration 81Q: 3 clusters Score -8531974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -8531974.000000 Penalty: 5327.232910
	Iteration 82Q: 3 clusters Score -8531974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8531976.000000 Penalty: 5327.232910
	Iteration 83Q: 3 clusters Score -8531976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -8531975.000000 Penalty: 5327.232910
	Iteration 84Q: 3 clusters Score -8531975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -8531974.000000 Penalty: 5327.232910
	Iteration 85Q: 3 clusters Score -8531974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8531972.000000 Penalty: 5327.232910
	Iteration 86Q: 3 clusters Score -8531972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -8531969.000000 Penalty: 5327.232910
	Iteration 87Q: 3 clusters Score -8531969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -8531964.000000 Penalty: 5327.232910
	Iteration 88Q: 3 clusters Score -8531964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -8531959.000000 Penalty: 5327.232910
	Iteration 89Q: 3 clusters Score -8531959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -8531961.000000 Penalty: 5327.232910
	Iteration 90Q: 3 clusters Score -8531961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -8531957.000000 Penalty: 5327.232910
	Iteration 91Q: 3 clusters Score -8531957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -8531953.000000 Penalty: 5327.232910
	Iteration 92Q: 3 clusters Score -8531953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -8531959.000000 Penalty: 5327.232910
	Iteration 93Q: 3 clusters Score -8531959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8531961.000000 Penalty: 5327.232910
	Iteration 94Q: 3 clusters Score -8531961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8531963.000000 Penalty: 5327.232910
	Iteration 95Q: 3 clusters Score -8531963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -8531964.000000 Penalty: 5327.232910
	Iteration 96Q: 3 clusters Score -8531964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -8531964.000000 Penalty: 5327.232910
	Iteration 97F: 3 clusters Score -8531964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -119550.921875 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -119550.9 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 381 members 
Entering Unmasked Estep 
Score: -117800.945312 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -117800.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -118215.820312 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -118215.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -118387.656250 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -118387.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118509.875000 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -118509.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118607.757812 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -118607.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -118661.078125 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -118661.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -118688.671875 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -118688.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118711.039062 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -118711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118734.382812 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -118734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -118754.039062 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -118754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118775.242188 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -118775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118795.562500 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -118795.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118820.000000 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -118820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -118841.101562 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -118841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118850.859375 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -118850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -118858.742188 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -118858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -118862.789062 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -118862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -118862.789062 Penalty: 3301.736328
	Iteration 17F: 3 clusters Score -118862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -150921.234375 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -150921.2 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 450 members 
Entering Unmasked Estep 
Score: -149068.656250 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -149068.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -149383.453125 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -149383.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -149517.453125 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -149517.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -149595.218750 Penalty: 3388.648926
	Iteration 3Q: 3 clusters Score -149595.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -149632.906250 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -149632.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -149649.515625 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -149649.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -149657.703125 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -149657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -149665.234375 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -149665.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -149678.265625 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -149678.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -149689.796875 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -149689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -149698.578125 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -149698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -149702.859375 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -149702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -149709.390625 Penalty: 3388.648926
	Iteration 12Q: 3 clusters Score -149709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -149718.515625 Penalty: 3388.648926
	Iteration 13Q: 3 clusters Score -149718.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -149722.875000 Penalty: 3388.648926
	Iteration 14Q: 3 clusters Score -149722.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -149722.875000 Penalty: 3388.648926
	Iteration 15F: 3 clusters Score -149722.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 43790 members 
Mstep: Class 4 contains 46099 members 
Mstep: Class 5 contains 2232 members 
Mstep: Class 6 contains 42985 members 
Mstep: Class 7 contains 45292 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 45141 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27828 members 
Mstep: Class 13 contains 42977 members 
Mstep: Class 14 contains 45133 members 
Mstep: Class 15 contains 47052 members 
Mstep: Class 16 contains 47595 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46610 members 
Mstep: Class 19 contains 46184 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661336.000000 Penalty: 69157.984375
Iteration 79Q: 22 clusters Score -1.066613e+08 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 43897 members 
Mstep: Class 4 contains 46043 members 
Mstep: Class 5 contains 2236 members 
Mstep: Class 6 contains 42981 members 
Mstep: Class 7 contains 45405 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 44916 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27886 members 
Mstep: Class 13 contains 43099 members 
Mstep: Class 14 contains 45129 members 
Mstep: Class 15 contains 47067 members 
Mstep: Class 16 contains 47630 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46604 members 
Mstep: Class 19 contains 46157 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661688.000000 Penalty: 69157.984375
Iteration 80F: 22 clusters Score -1.066617e+08 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 43918 members 
Mstep: Class 4 contains 45997 members 
Mstep: Class 5 contains 2236 members 
Mstep: Class 6 contains 43022 members 
Mstep: Class 7 contains 45453 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 44723 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27942 members 
Mstep: Class 13 contains 43216 members 
Mstep: Class 14 contains 45152 members 
Mstep: Class 15 contains 47156 members 
Mstep: Class 16 contains 47604 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46656 members 
Mstep: Class 19 contains 46100 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661928.000000 Penalty: 69157.984375
Iteration 81Q: 22 clusters Score -1.066619e+08 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 43968 members 
Mstep: Class 4 contains 46028 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 43018 members 
Mstep: Class 7 contains 45397 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 44595 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27978 members 
Mstep: Class 13 contains 43340 members 
Mstep: Class 14 contains 45165 members 
Mstep: Class 15 contains 47090 members 
Mstep: Class 16 contains 47614 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46725 members 
Mstep: Class 19 contains 46126 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662280.000000 Penalty: 69157.984375
Iteration 82Q: 22 clusters Score -1.066623e+08 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44059 members 
Mstep: Class 4 contains 45975 members 
Mstep: Class 5 contains 2242 members 
Mstep: Class 6 contains 43044 members 
Mstep: Class 7 contains 45350 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 44430 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27996 members 
Mstep: Class 13 contains 43451 members 
Mstep: Class 14 contains 45144 members 
Mstep: Class 15 contains 47061 members 
Mstep: Class 16 contains 47681 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46740 members 
Mstep: Class 19 contains 46205 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662392.000000 Penalty: 69157.984375
Iteration 83Q: 22 clusters Score -1.066624e+08 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44087 members 
Mstep: Class 4 contains 45984 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 43002 members 
Mstep: Class 7 contains 45298 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 44310 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27998 members 
Mstep: Class 13 contains 43564 members 
Mstep: Class 14 contains 45171 members 
Mstep: Class 15 contains 47067 members 
Mstep: Class 16 contains 47756 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46708 members 
Mstep: Class 19 contains 46293 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662840.000000 Penalty: 69157.984375
Iteration 84Q: 22 clusters Score -1.066628e+08 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44121 members 
Mstep: Class 4 contains 46023 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 42936 members 
Mstep: Class 7 contains 45250 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 44205 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27992 members 
Mstep: Class 13 contains 43668 members 
Mstep: Class 14 contains 45193 members 
Mstep: Class 15 contains 47058 members 
Mstep: Class 16 contains 47838 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46712 members 
Mstep: Class 19 contains 46349 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662928.000000 Penalty: 69157.984375
Iteration 85Q: 22 clusters Score -1.066629e+08 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44156 members 
Mstep: Class 4 contains 46082 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 42825 members 
Mstep: Class 7 contains 45261 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 44111 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27985 members 
Mstep: Class 13 contains 43702 members 
Mstep: Class 14 contains 45243 members 
Mstep: Class 15 contains 47082 members 
Mstep: Class 16 contains 47917 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46747 members 
Mstep: Class 19 contains 46380 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663288.000000 Penalty: 69157.984375
Iteration 86Q: 22 clusters Score -1.066633e+08 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44201 members 
Mstep: Class 4 contains 46184 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 42732 members 
Mstep: Class 7 contains 45281 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 44062 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 27993 members 
Mstep: Class 13 contains 43703 members 
Mstep: Class 14 contains 45253 members 
Mstep: Class 15 contains 47129 members 
Mstep: Class 16 contains 47930 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46774 members 
Mstep: Class 19 contains 46420 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663840.000000 Penalty: 69157.984375
Iteration 87Q: 22 clusters Score -1.066638e+08 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44192 members 
Mstep: Class 4 contains 46253 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 42698 members 
Mstep: Class 7 contains 45235 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 44042 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28029 members 
Mstep: Class 13 contains 43695 members 
Mstep: Class 14 contains 45276 members 
Mstep: Class 15 contains 47210 members 
Mstep: Class 16 contains 47967 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46787 members 
Mstep: Class 19 contains 46419 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664264.000000 Penalty: 69157.984375
Iteration 88Q: 22 clusters Score -1.066643e+08 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44194 members 
Mstep: Class 4 contains 46357 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 42649 members 
Mstep: Class 7 contains 45176 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 44036 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28053 members 
Mstep: Class 13 contains 43695 members 
Mstep: Class 14 contains 45264 members 
Mstep: Class 15 contains 47163 members 
Mstep: Class 16 contains 48033 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46844 members 
Mstep: Class 19 contains 46439 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664712.000000 Penalty: 69157.984375
Iteration 89Q: 22 clusters Score -1.066647e+08 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44214 members 
Mstep: Class 4 contains 46454 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 42589 members 
Mstep: Class 7 contains 45161 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 44023 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28081 members 
Mstep: Class 13 contains 43667 members 
Mstep: Class 14 contains 45256 members 
Mstep: Class 15 contains 47162 members 
Mstep: Class 16 contains 48082 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46872 members 
Mstep: Class 19 contains 46439 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665312.000000 Penalty: 69157.984375
Iteration 90Q: 22 clusters Score -1.066653e+08 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44281 members 
Mstep: Class 4 contains 46535 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 42555 members 
Mstep: Class 7 contains 45177 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 43999 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28112 members 
Mstep: Class 13 contains 43654 members 
Mstep: Class 14 contains 45249 members 
Mstep: Class 15 contains 47155 members 
Mstep: Class 16 contains 48105 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46855 members 
Mstep: Class 19 contains 46426 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665768.000000 Penalty: 69157.984375
Iteration 91Q: 22 clusters Score -1.066658e+08 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44279 members 
Mstep: Class 4 contains 46642 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 42530 members 
Mstep: Class 7 contains 45092 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 44008 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28140 members 
Mstep: Class 13 contains 43674 members 
Mstep: Class 14 contains 45239 members 
Mstep: Class 15 contains 47089 members 
Mstep: Class 16 contains 48182 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46884 members 
Mstep: Class 19 contains 46439 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666192.000000 Penalty: 69157.984375
Iteration 92Q: 22 clusters Score -1.066662e+08 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44247 members 
Mstep: Class 4 contains 46786 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 42526 members 
Mstep: Class 7 contains 45024 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 43985 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28181 members 
Mstep: Class 13 contains 43693 members 
Mstep: Class 14 contains 45231 members 
Mstep: Class 15 contains 47000 members 
Mstep: Class 16 contains 48257 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46913 members 
Mstep: Class 19 contains 46464 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666480.000000 Penalty: 69157.984375
Iteration 93Q: 22 clusters Score -1.066665e+08 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44181 members 
Mstep: Class 4 contains 47037 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 42504 members 
Mstep: Class 7 contains 45002 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 43962 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28236 members 
Mstep: Class 13 contains 43673 members 
Mstep: Class 14 contains 45212 members 
Mstep: Class 15 contains 46949 members 
Mstep: Class 16 contains 48314 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46930 members 
Mstep: Class 19 contains 46428 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666856.000000 Penalty: 69157.984375
Iteration 94Q: 22 clusters Score -1.066669e+08 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44136 members 
Mstep: Class 4 contains 47210 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 42510 members 
Mstep: Class 7 contains 45061 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 43953 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28289 members 
Mstep: Class 13 contains 43717 members 
Mstep: Class 14 contains 45209 members 
Mstep: Class 15 contains 46892 members 
Mstep: Class 16 contains 48345 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46917 members 
Mstep: Class 19 contains 46348 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667248.000000 Penalty: 69157.984375
Iteration 95Q: 22 clusters Score -1.066672e+08 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44128 members 
Mstep: Class 4 contains 47386 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 42518 members 
Mstep: Class 7 contains 45093 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 43962 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28337 members 
Mstep: Class 13 contains 43706 members 
Mstep: Class 14 contains 45240 members 
Mstep: Class 15 contains 46788 members 
Mstep: Class 16 contains 48333 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 46957 members 
Mstep: Class 19 contains 46275 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667656.000000 Penalty: 69157.984375
Iteration 96Q: 22 clusters Score -1.066677e+08 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44186 members 
Mstep: Class 4 contains 47549 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 42529 members 
Mstep: Class 7 contains 45100 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 43995 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28361 members 
Mstep: Class 13 contains 43638 members 
Mstep: Class 14 contains 45228 members 
Mstep: Class 15 contains 46715 members 
Mstep: Class 16 contains 48333 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47002 members 
Mstep: Class 19 contains 46230 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668136.000000 Penalty: 69157.984375
Iteration 97Q: 22 clusters Score -1.066681e+08 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44177 members 
Mstep: Class 4 contains 47694 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 42509 members 
Mstep: Class 7 contains 45082 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 44007 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28391 members 
Mstep: Class 13 contains 43594 members 
Mstep: Class 14 contains 45288 members 
Mstep: Class 15 contains 46685 members 
Mstep: Class 16 contains 48313 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47055 members 
Mstep: Class 19 contains 46168 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668160.000000 Penalty: 69157.984375
Iteration 98Q: 22 clusters Score -1.066682e+08 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44221 members 
Mstep: Class 4 contains 47777 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 42467 members 
Mstep: Class 7 contains 45073 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 44053 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28417 members 
Mstep: Class 13 contains 43544 members 
Mstep: Class 14 contains 45324 members 
Mstep: Class 15 contains 46701 members 
Mstep: Class 16 contains 48258 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47080 members 
Mstep: Class 19 contains 46129 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668064.000000 Penalty: 69157.984375
Iteration 99Q: 22 clusters Score -1.066681e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44263 members 
Mstep: Class 4 contains 47901 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 42422 members 
Mstep: Class 7 contains 45045 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 44089 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28467 members 
Mstep: Class 13 contains 43476 members 
Mstep: Class 14 contains 45323 members 
Mstep: Class 15 contains 46698 members 
Mstep: Class 16 contains 48163 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47073 members 
Mstep: Class 19 contains 46133 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668632.000000 Penalty: 69157.984375
Iteration 100F: 22 clusters Score -1.066686e+08 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44307 members 
Mstep: Class 4 contains 48003 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 42382 members 
Mstep: Class 7 contains 45059 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 44164 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28492 members 
Mstep: Class 13 contains 43442 members 
Mstep: Class 14 contains 45331 members 
Mstep: Class 15 contains 46646 members 
Mstep: Class 16 contains 48020 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47084 members 
Mstep: Class 19 contains 46160 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668952.000000 Penalty: 69157.984375
Iteration 101Q: 22 clusters Score -1.06669e+08 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44377 members 
Mstep: Class 4 contains 48089 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 42302 members 
Mstep: Class 7 contains 45074 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 44220 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28526 members 
Mstep: Class 13 contains 43477 members 
Mstep: Class 14 contains 45353 members 
Mstep: Class 15 contains 46598 members 
Mstep: Class 16 contains 47871 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47045 members 
Mstep: Class 19 contains 46180 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668744.000000 Penalty: 69157.984375
Iteration 102Q: 22 clusters Score -1.066687e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44435 members 
Mstep: Class 4 contains 48132 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 42293 members 
Mstep: Class 7 contains 45036 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 44264 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28552 members 
Mstep: Class 13 contains 43491 members 
Mstep: Class 14 contains 45424 members 
Mstep: Class 15 contains 46496 members 
Mstep: Class 16 contains 47714 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47029 members 
Mstep: Class 19 contains 46256 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669056.000000 Penalty: 69157.984375
Iteration 103Q: 22 clusters Score -1.066691e+08 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44522 members 
Mstep: Class 4 contains 48248 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 42251 members 
Mstep: Class 7 contains 44984 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 44290 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28586 members 
Mstep: Class 13 contains 43482 members 
Mstep: Class 14 contains 45443 members 
Mstep: Class 15 contains 46438 members 
Mstep: Class 16 contains 47547 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47000 members 
Mstep: Class 19 contains 46326 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669352.000000 Penalty: 69157.984375
Iteration 104Q: 22 clusters Score -1.066694e+08 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44557 members 
Mstep: Class 4 contains 48351 members 
Mstep: Class 5 contains 2303 members 
Mstep: Class 6 contains 42182 members 
Mstep: Class 7 contains 45002 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 44256 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28626 members 
Mstep: Class 13 contains 43484 members 
Mstep: Class 14 contains 45477 members 
Mstep: Class 15 contains 46418 members 
Mstep: Class 16 contains 47452 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47006 members 
Mstep: Class 19 contains 46335 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669552.000000 Penalty: 69157.984375
Iteration 105Q: 22 clusters Score -1.066696e+08 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44661 members 
Mstep: Class 4 contains 48394 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 42084 members 
Mstep: Class 7 contains 44976 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 44207 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28674 members 
Mstep: Class 13 contains 43493 members 
Mstep: Class 14 contains 45504 members 
Mstep: Class 15 contains 46372 members 
Mstep: Class 16 contains 47417 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47054 members 
Mstep: Class 19 contains 46335 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669936.000000 Penalty: 69157.984375
Iteration 106Q: 22 clusters Score -1.066699e+08 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44770 members 
Mstep: Class 4 contains 48425 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 41988 members 
Mstep: Class 7 contains 44911 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 44148 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28712 members 
Mstep: Class 13 contains 43516 members 
Mstep: Class 14 contains 45536 members 
Mstep: Class 15 contains 46366 members 
Mstep: Class 16 contains 47392 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47106 members 
Mstep: Class 19 contains 46322 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669896.000000 Penalty: 69157.984375
Iteration 107Q: 22 clusters Score -1.066699e+08 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44906 members 
Mstep: Class 4 contains 48456 members 
Mstep: Class 5 contains 2313 members 
Mstep: Class 6 contains 41920 members 
Mstep: Class 7 contains 44870 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 44076 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28724 members 
Mstep: Class 13 contains 43536 members 
Mstep: Class 14 contains 45545 members 
Mstep: Class 15 contains 46363 members 
Mstep: Class 16 contains 47399 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47109 members 
Mstep: Class 19 contains 46282 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670424.000000 Penalty: 69157.984375
Iteration 108Q: 22 clusters Score -1.066704e+08 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44933 members 
Mstep: Class 4 contains 48552 members 
Mstep: Class 5 contains 2316 members 
Mstep: Class 6 contains 41866 members 
Mstep: Class 7 contains 44822 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 44009 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28759 members 
Mstep: Class 13 contains 43541 members 
Mstep: Class 14 contains 45584 members 
Mstep: Class 15 contains 46374 members 
Mstep: Class 16 contains 47379 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 46278 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670320.000000 Penalty: 69157.984375
Iteration 109Q: 22 clusters Score -1.066703e+08 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 44997 members 
Mstep: Class 4 contains 48605 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 41840 members 
Mstep: Class 7 contains 44823 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 43935 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28801 members 
Mstep: Class 13 contains 43581 members 
Mstep: Class 14 contains 45585 members 
Mstep: Class 15 contains 46373 members 
Mstep: Class 16 contains 47357 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47081 members 
Mstep: Class 19 contains 46248 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670432.000000 Penalty: 69157.984375
Iteration 110Q: 22 clusters Score -1.066704e+08 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45059 members 
Mstep: Class 4 contains 48615 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 41857 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 43870 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28830 members 
Mstep: Class 13 contains 43616 members 
Mstep: Class 14 contains 45576 members 
Mstep: Class 15 contains 46366 members 
Mstep: Class 16 contains 47307 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47083 members 
Mstep: Class 19 contains 46257 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670696.000000 Penalty: 69157.984375
Iteration 111Q: 22 clusters Score -1.066707e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45093 members 
Mstep: Class 4 contains 48617 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 41864 members 
Mstep: Class 7 contains 44883 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 43825 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28853 members 
Mstep: Class 13 contains 43585 members 
Mstep: Class 14 contains 45586 members 
Mstep: Class 15 contains 46339 members 
Mstep: Class 16 contains 47323 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47105 members 
Mstep: Class 19 contains 46264 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670880.000000 Penalty: 69157.984375
Iteration 112Q: 22 clusters Score -1.066709e+08 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45130 members 
Mstep: Class 4 contains 48603 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 41876 members 
Mstep: Class 7 contains 44906 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43836 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28885 members 
Mstep: Class 13 contains 43532 members 
Mstep: Class 14 contains 45607 members 
Mstep: Class 15 contains 46330 members 
Mstep: Class 16 contains 47273 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47111 members 
Mstep: Class 19 contains 46289 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671208.000000 Penalty: 69157.984375
Iteration 113Q: 22 clusters Score -1.066712e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45152 members 
Mstep: Class 4 contains 48602 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 41869 members 
Mstep: Class 7 contains 44971 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43821 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28894 members 
Mstep: Class 13 contains 43517 members 
Mstep: Class 14 contains 45646 members 
Mstep: Class 15 contains 46291 members 
Mstep: Class 16 contains 47221 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47100 members 
Mstep: Class 19 contains 46315 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671632.000000 Penalty: 69157.984375
Iteration 114Q: 22 clusters Score -1.066716e+08 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45159 members 
Mstep: Class 4 contains 48595 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 41873 members 
Mstep: Class 7 contains 45031 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43814 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28907 members 
Mstep: Class 13 contains 43468 members 
Mstep: Class 14 contains 45691 members 
Mstep: Class 15 contains 46290 members 
Mstep: Class 16 contains 47157 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47112 members 
Mstep: Class 19 contains 46305 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671768.000000 Penalty: 69157.984375
Iteration 115Q: 22 clusters Score -1.066718e+08 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45213 members 
Mstep: Class 4 contains 48565 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 41877 members 
Mstep: Class 7 contains 45078 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 43742 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28907 members 
Mstep: Class 13 contains 43455 members 
Mstep: Class 14 contains 45729 members 
Mstep: Class 15 contains 46246 members 
Mstep: Class 16 contains 47077 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47147 members 
Mstep: Class 19 contains 46323 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671936.000000 Penalty: 69157.984375
Iteration 116Q: 22 clusters Score -1.066719e+08 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45268 members 
Mstep: Class 4 contains 48499 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 41863 members 
Mstep: Class 7 contains 45125 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43732 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28901 members 
Mstep: Class 13 contains 43453 members 
Mstep: Class 14 contains 45746 members 
Mstep: Class 15 contains 46246 members 
Mstep: Class 16 contains 46999 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47162 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672152.000000 Penalty: 69157.984375
Iteration 117Q: 22 clusters Score -1.066722e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45337 members 
Mstep: Class 4 contains 48467 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 41863 members 
Mstep: Class 7 contains 45169 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28900 members 
Mstep: Class 13 contains 43432 members 
Mstep: Class 14 contains 45712 members 
Mstep: Class 15 contains 46268 members 
Mstep: Class 16 contains 46896 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47175 members 
Mstep: Class 19 contains 46419 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672176.000000 Penalty: 69157.984375
Iteration 118Q: 22 clusters Score -1.066722e+08 nChanged 2899
Entering ConstructFrom: 
Score: -106672176.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (48250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Entering Unmasked Estep 
Score: -8859159.000000 Penalty: 2674.469482
	Iteration 0F: 2 clusters Score -8859159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -8828480.000000 Penalty: 5348.938965
	Iteration 0F: 3 clusters Score -8828480 nChanged 22212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8840892.000000 Penalty: 5348.938965
	Iteration 1F: 3 clusters Score -8840892 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -8841695.000000 Penalty: 5348.938965
	Iteration 2Q: 3 clusters Score -8841695 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -8842756.000000 Penalty: 5348.938965
	Iteration 3Q: 3 clusters Score -8842756 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -8844259.000000 Penalty: 5348.938965
	Iteration 4F: 3 clusters Score -8844259 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -8846281.000000 Penalty: 5348.938965
	Iteration 5F: 3 clusters Score -8846281 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -8849007.000000 Penalty: 5348.938965
	Iteration 6F: 3 clusters Score -8849007 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -8852083.000000 Penalty: 5348.938965
	Iteration 7F: 3 clusters Score -8852083 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -8854527.000000 Penalty: 5348.938965
	Iteration 8F: 3 clusters Score -8854527 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -8855707.000000 Penalty: 5348.938965
	Iteration 9Q: 3 clusters Score -8855707 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -8856224.000000 Penalty: 5348.938965
	Iteration 10Q: 3 clusters Score -8856224 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -8856545.000000 Penalty: 5348.938965
	Iteration 11Q: 3 clusters Score -8856545 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -8856736.000000 Penalty: 5348.938965
	Iteration 12Q: 3 clusters Score -8856736 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -8856904.000000 Penalty: 5348.938965
	Iteration 13Q: 3 clusters Score -8856904 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -8857034.000000 Penalty: 5348.938965
	Iteration 14Q: 3 clusters Score -8857034 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -8857147.000000 Penalty: 5348.938965
	Iteration 15Q: 3 clusters Score -8857147 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -8857278.000000 Penalty: 5348.938965
	Iteration 16Q: 3 clusters Score -8857278 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -8857317.000000 Penalty: 5348.938965
	Iteration 17Q: 3 clusters Score -8857317 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -8857342.000000 Penalty: 5348.938965
	Iteration 18Q: 3 clusters Score -8857342 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -8857411.000000 Penalty: 5348.938965
	Iteration 19Q: 3 clusters Score -8857411 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -8857453.000000 Penalty: 5348.938965
	Iteration 20F: 3 clusters Score -8857453 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -8857491.000000 Penalty: 5348.938965
	Iteration 21Q: 3 clusters Score -8857491 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -8857563.000000 Penalty: 5348.938965
	Iteration 22Q: 3 clusters Score -8857563 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -8857619.000000 Penalty: 5348.938965
	Iteration 23Q: 3 clusters Score -8857619 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -8857649.000000 Penalty: 5348.938965
	Iteration 24Q: 3 clusters Score -8857649 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -8857677.000000 Penalty: 5348.938965
	Iteration 25Q: 3 clusters Score -8857677 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -8857734.000000 Penalty: 5348.938965
	Iteration 26Q: 3 clusters Score -8857734 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -8857768.000000 Penalty: 5348.938965
	Iteration 27Q: 3 clusters Score -8857768 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -8857833.000000 Penalty: 5348.938965
	Iteration 28Q: 3 clusters Score -8857833 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -8857857.000000 Penalty: 5348.938965
	Iteration 29Q: 3 clusters Score -8857857 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -8857892.000000 Penalty: 5348.938965
	Iteration 30Q: 3 clusters Score -8857892 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -8857939.000000 Penalty: 5348.938965
	Iteration 31Q: 3 clusters Score -8857939 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -8857945.000000 Penalty: 5348.938965
	Iteration 32Q: 3 clusters Score -8857945 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -8857988.000000 Penalty: 5348.938965
	Iteration 33Q: 3 clusters Score -8857988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -8858006.000000 Penalty: 5348.938965
	Iteration 34Q: 3 clusters Score -8858006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -8858036.000000 Penalty: 5348.938965
	Iteration 35Q: 3 clusters Score -8858036 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -8858073.000000 Penalty: 5348.938965
	Iteration 36Q: 3 clusters Score -8858073 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -8858095.000000 Penalty: 5348.938965
	Iteration 37Q: 3 clusters Score -8858095 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -8858124.000000 Penalty: 5348.938965
	Iteration 38Q: 3 clusters Score -8858124 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -8858150.000000 Penalty: 5348.938965
	Iteration 39Q: 3 clusters Score -8858150 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -8858165.000000 Penalty: 5348.938965
	Iteration 40F: 3 clusters Score -8858165 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -8858199.000000 Penalty: 5348.938965
	Iteration 41Q: 3 clusters Score -8858199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -8858217.000000 Penalty: 5348.938965
	Iteration 42Q: 3 clusters Score -8858217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -8858219.000000 Penalty: 5348.938965
	Iteration 43Q: 3 clusters Score -8858219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -8858241.000000 Penalty: 5348.938965
	Iteration 44Q: 3 clusters Score -8858241 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -8858256.000000 Penalty: 5348.938965
	Iteration 45Q: 3 clusters Score -8858256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -8858289.000000 Penalty: 5348.938965
	Iteration 46Q: 3 clusters Score -8858289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -8858300.000000 Penalty: 5348.938965
	Iteration 47Q: 3 clusters Score -8858300 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -8858320.000000 Penalty: 5348.938965
	Iteration 48Q: 3 clusters Score -8858320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -8858336.000000 Penalty: 5348.938965
	Iteration 49Q: 3 clusters Score -8858336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -8858360.000000 Penalty: 5348.938965
	Iteration 50Q: 3 clusters Score -8858360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -8858376.000000 Penalty: 5348.938965
	Iteration 51Q: 3 clusters Score -8858376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -8858414.000000 Penalty: 5348.938965
	Iteration 52Q: 3 clusters Score -8858414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -8858417.000000 Penalty: 5348.938965
	Iteration 53Q: 3 clusters Score -8858417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -8858421.000000 Penalty: 5348.938965
	Iteration 54Q: 3 clusters Score -8858421 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -8858456.000000 Penalty: 5348.938965
	Iteration 55Q: 3 clusters Score -8858456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -8858469.000000 Penalty: 5348.938965
	Iteration 56Q: 3 clusters Score -8858469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -8858486.000000 Penalty: 5348.938965
	Iteration 57Q: 3 clusters Score -8858486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -8858491.000000 Penalty: 5348.938965
	Iteration 58Q: 3 clusters Score -8858491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -8858523.000000 Penalty: 5348.938965
	Iteration 59Q: 3 clusters Score -8858523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -8858549.000000 Penalty: 5348.938965
	Iteration 60F: 3 clusters Score -8858549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -8858546.000000 Penalty: 5348.938965
	Iteration 61Q: 3 clusters Score -8858546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -8858555.000000 Penalty: 5348.938965
	Iteration 62Q: 3 clusters Score -8858555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -8858574.000000 Penalty: 5348.938965
	Iteration 63Q: 3 clusters Score -8858574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -8858573.000000 Penalty: 5348.938965
	Iteration 64Q: 3 clusters Score -8858573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -8858584.000000 Penalty: 5348.938965
	Iteration 65Q: 3 clusters Score -8858584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -8858602.000000 Penalty: 5348.938965
	Iteration 66Q: 3 clusters Score -8858602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -8858596.000000 Penalty: 5348.938965
	Iteration 67Q: 3 clusters Score -8858596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -8858600.000000 Penalty: 5348.938965
	Iteration 68Q: 3 clusters Score -8858600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -8858594.000000 Penalty: 5348.938965
	Iteration 69Q: 3 clusters Score -8858594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -8858592.000000 Penalty: 5348.938965
	Iteration 70Q: 3 clusters Score -8858592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -8858605.000000 Penalty: 5348.938965
	Iteration 71Q: 3 clusters Score -8858605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -8858605.000000 Penalty: 5348.938965
	Iteration 72Q: 3 clusters Score -8858605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -8858620.000000 Penalty: 5348.938965
	Iteration 73Q: 3 clusters Score -8858620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -8858616.000000 Penalty: 5348.938965
	Iteration 74Q: 3 clusters Score -8858616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -8858614.000000 Penalty: 5348.938965
	Iteration 75Q: 3 clusters Score -8858614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -8858625.000000 Penalty: 5348.938965
	Iteration 76Q: 3 clusters Score -8858625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -8858630.000000 Penalty: 5348.938965
	Iteration 77Q: 3 clusters Score -8858630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -8858622.000000 Penalty: 5348.938965
	Iteration 78Q: 3 clusters Score -8858622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -8858640.000000 Penalty: 5348.938965
	Iteration 79Q: 3 clusters Score -8858640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -8858649.000000 Penalty: 5348.938965
	Iteration 80F: 3 clusters Score -8858649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -8858663.000000 Penalty: 5348.938965
	Iteration 81Q: 3 clusters Score -8858663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -8858679.000000 Penalty: 5348.938965
	Iteration 82Q: 3 clusters Score -8858679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -8858690.000000 Penalty: 5348.938965
	Iteration 83Q: 3 clusters Score -8858690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -8858681.000000 Penalty: 5348.938965
	Iteration 84Q: 3 clusters Score -8858681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -8858678.000000 Penalty: 5348.938965
	Iteration 85Q: 3 clusters Score -8858678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -8858670.000000 Penalty: 5348.938965
	Iteration 86Q: 3 clusters Score -8858670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -8858660.000000 Penalty: 5348.938965
	Iteration 87Q: 3 clusters Score -8858660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -8858660.000000 Penalty: 5348.938965
	Iteration 88Q: 3 clusters Score -8858660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -8858681.000000 Penalty: 5348.938965
	Iteration 89Q: 3 clusters Score -8858681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -8858676.000000 Penalty: 5348.938965
	Iteration 90Q: 3 clusters Score -8858676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -8858687.000000 Penalty: 5348.938965
	Iteration 91Q: 3 clusters Score -8858687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -8858701.000000 Penalty: 5348.938965
	Iteration 92Q: 3 clusters Score -8858701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -8858712.000000 Penalty: 5348.938965
	Iteration 93Q: 3 clusters Score -8858712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -8858714.000000 Penalty: 5348.938965
	Iteration 94Q: 3 clusters Score -8858714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -8858718.000000 Penalty: 5348.938965
	Iteration 95Q: 3 clusters Score -8858718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -8858733.000000 Penalty: 5348.938965
	Iteration 96Q: 3 clusters Score -8858733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -8858717.000000 Penalty: 5348.938965
	Iteration 97Q: 3 clusters Score -8858717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -8858717.000000 Penalty: 5348.938965
	Iteration 98Q: 3 clusters Score -8858717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -8858720.000000 Penalty: 5348.938965
	Iteration 99Q: 3 clusters Score -8858720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -8858727.000000 Penalty: 5348.938965
	Iteration 100F: 3 clusters Score -8858727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -8858723.000000 Penalty: 5348.938965
	Iteration 101Q: 3 clusters Score -8858723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -8858721.000000 Penalty: 5348.938965
	Iteration 102Q: 3 clusters Score -8858721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -8858726.000000 Penalty: 5348.938965
	Iteration 103Q: 3 clusters Score -8858726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -8858735.000000 Penalty: 5348.938965
	Iteration 104Q: 3 clusters Score -8858735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -8858737.000000 Penalty: 5348.938965
	Iteration 105Q: 3 clusters Score -8858737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -8858740.000000 Penalty: 5348.938965
	Iteration 106Q: 3 clusters Score -8858740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -8858740.000000 Penalty: 5348.938965
	Iteration 107Q: 3 clusters Score -8858740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -8858747.000000 Penalty: 5348.938965
	Iteration 108Q: 3 clusters Score -8858747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -8858744.000000 Penalty: 5348.938965
	Iteration 109Q: 3 clusters Score -8858744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -8858747.000000 Penalty: 5348.938965
	Iteration 110Q: 3 clusters Score -8858747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -8858742.000000 Penalty: 5348.938965
	Iteration 111Q: 3 clusters Score -8858742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -8858734.000000 Penalty: 5348.938965
	Iteration 112Q: 3 clusters Score -8858734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -8858738.000000 Penalty: 5348.938965
	Iteration 113Q: 3 clusters Score -8858738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -8858745.000000 Penalty: 5348.938965
	Iteration 114Q: 3 clusters Score -8858745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -8858739.000000 Penalty: 5348.938965
	Iteration 115Q: 3 clusters Score -8858739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -8858735.000000 Penalty: 5348.938965
	Iteration 116Q: 3 clusters Score -8858735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -8858746.000000 Penalty: 5348.938965
	Iteration 117Q: 3 clusters Score -8858746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -8858746.000000 Penalty: 5348.938965
	Iteration 118Q: 3 clusters Score -8858746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -8858750.000000 Penalty: 5348.938965
	Iteration 119Q: 3 clusters Score -8858750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -8858753.000000 Penalty: 5348.938965
	Iteration 120F: 3 clusters Score -8858753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -8858753.000000 Penalty: 5348.938965
	Iteration 121Q: 3 clusters Score -8858753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -8858743.000000 Penalty: 5348.938965
	Iteration 122Q: 3 clusters Score -8858743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -8858748.000000 Penalty: 5348.938965
	Iteration 123Q: 3 clusters Score -8858748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -8858754.000000 Penalty: 5348.938965
	Iteration 124Q: 3 clusters Score -8858754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -8858753.000000 Penalty: 5348.938965
	Iteration 125Q: 3 clusters Score -8858753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -8858758.000000 Penalty: 5348.938965
	Iteration 126Q: 3 clusters Score -8858758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -8858780.000000 Penalty: 5348.938965
	Iteration 127Q: 3 clusters Score -8858780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -8858785.000000 Penalty: 5348.938965
	Iteration 128Q: 3 clusters Score -8858785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -8858786.000000 Penalty: 5348.938965
	Iteration 129Q: 3 clusters Score -8858786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8858780.000000 Penalty: 5348.938965
	Iteration 130Q: 3 clusters Score -8858780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -8858783.000000 Penalty: 5348.938965
	Iteration 131Q: 3 clusters Score -8858783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -8858781.000000 Penalty: 5348.938965
	Iteration 132Q: 3 clusters Score -8858781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -8858783.000000 Penalty: 5348.938965
	Iteration 133Q: 3 clusters Score -8858783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -8858792.000000 Penalty: 5348.938965
	Iteration 134Q: 3 clusters Score -8858792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -8858782.000000 Penalty: 5348.938965
	Iteration 135Q: 3 clusters Score -8858782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -8858783.000000 Penalty: 5348.938965
	Iteration 136Q: 3 clusters Score -8858783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -8858780.000000 Penalty: 5348.938965
	Iteration 137Q: 3 clusters Score -8858780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -8858779.000000 Penalty: 5348.938965
	Iteration 138Q: 3 clusters Score -8858779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -8858776.000000 Penalty: 5348.938965
	Iteration 139Q: 3 clusters Score -8858776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -8858779.000000 Penalty: 5348.938965
	Iteration 140F: 3 clusters Score -8858779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -8858796.000000 Penalty: 5348.938965
	Iteration 141Q: 3 clusters Score -8858796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -8858809.000000 Penalty: 5348.938965
	Iteration 142Q: 3 clusters Score -8858809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -8858817.000000 Penalty: 5348.938965
	Iteration 143Q: 3 clusters Score -8858817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -8858811.000000 Penalty: 5348.938965
	Iteration 144Q: 3 clusters Score -8858811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -8858822.000000 Penalty: 5348.938965
	Iteration 145Q: 3 clusters Score -8858822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -8858837.000000 Penalty: 5348.938965
	Iteration 146Q: 3 clusters Score -8858837 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -8858848.000000 Penalty: 5348.938965
	Iteration 147Q: 3 clusters Score -8858848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -8858876.000000 Penalty: 5348.938965
	Iteration 148Q: 3 clusters Score -8858876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -8858874.000000 Penalty: 5348.938965
	Iteration 149Q: 3 clusters Score -8858874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -8858894.000000 Penalty: 5348.938965
	Iteration 150Q: 3 clusters Score -8858894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -8858893.000000 Penalty: 5348.938965
	Iteration 151Q: 3 clusters Score -8858893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -8858906.000000 Penalty: 5348.938965
	Iteration 152Q: 3 clusters Score -8858906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -8858912.000000 Penalty: 5348.938965
	Iteration 153Q: 3 clusters Score -8858912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -8858909.000000 Penalty: 5348.938965
	Iteration 154Q: 3 clusters Score -8858909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -8858911.000000 Penalty: 5348.938965
	Iteration 155Q: 3 clusters Score -8858911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -8858901.000000 Penalty: 5348.938965
	Iteration 156Q: 3 clusters Score -8858901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -8858914.000000 Penalty: 5348.938965
	Iteration 157Q: 3 clusters Score -8858914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -8858923.000000 Penalty: 5348.938965
	Iteration 158Q: 3 clusters Score -8858923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -8858920.000000 Penalty: 5348.938965
	Iteration 159Q: 3 clusters Score -8858920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -8858921.000000 Penalty: 5348.938965
	Iteration 160F: 3 clusters Score -8858921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -8858928.000000 Penalty: 5348.938965
	Iteration 161Q: 3 clusters Score -8858928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -8858935.000000 Penalty: 5348.938965
	Iteration 162Q: 3 clusters Score -8858935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -8858931.000000 Penalty: 5348.938965
	Iteration 163Q: 3 clusters Score -8858931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -8858938.000000 Penalty: 5348.938965
	Iteration 164Q: 3 clusters Score -8858938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -8858951.000000 Penalty: 5348.938965
	Iteration 165Q: 3 clusters Score -8858951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -8858938.000000 Penalty: 5348.938965
	Iteration 166Q: 3 clusters Score -8858938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -8858945.000000 Penalty: 5348.938965
	Iteration 167Q: 3 clusters Score -8858945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -8858937.000000 Penalty: 5348.938965
	Iteration 168Q: 3 clusters Score -8858937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -8858933.000000 Penalty: 5348.938965
	Iteration 169Q: 3 clusters Score -8858933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -8858941.000000 Penalty: 5348.938965
	Iteration 170Q: 3 clusters Score -8858941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -8858952.000000 Penalty: 5348.938965
	Iteration 171Q: 3 clusters Score -8858952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -8858948.000000 Penalty: 5348.938965
	Iteration 172Q: 3 clusters Score -8858948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -8858945.000000 Penalty: 5348.938965
	Iteration 173Q: 3 clusters Score -8858945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -8858951.000000 Penalty: 5348.938965
	Iteration 174Q: 3 clusters Score -8858951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -8858957.000000 Penalty: 5348.938965
	Iteration 175Q: 3 clusters Score -8858957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -8858947.000000 Penalty: 5348.938965
	Iteration 176Q: 3 clusters Score -8858947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -8858945.000000 Penalty: 5348.938965
	Iteration 177Q: 3 clusters Score -8858945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -8858953.000000 Penalty: 5348.938965
	Iteration 178Q: 3 clusters Score -8858953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -8858953.000000 Penalty: 5348.938965
	Iteration 179Q: 3 clusters Score -8858953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -8858951.000000 Penalty: 5348.938965
	Iteration 180F: 3 clusters Score -8858951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -8858955.000000 Penalty: 5348.938965
	Iteration 181Q: 3 clusters Score -8858955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -8858952.000000 Penalty: 5348.938965
	Iteration 182Q: 3 clusters Score -8858952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -8858953.000000 Penalty: 5348.938965
	Iteration 183Q: 3 clusters Score -8858953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -8858954.000000 Penalty: 5348.938965
	Iteration 184Q: 3 clusters Score -8858954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -8858958.000000 Penalty: 5348.938965
	Iteration 185Q: 3 clusters Score -8858958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -8858957.000000 Penalty: 5348.938965
	Iteration 186Q: 3 clusters Score -8858957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -8858961.000000 Penalty: 5348.938965
	Iteration 187Q: 3 clusters Score -8858961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -8858964.000000 Penalty: 5348.938965
	Iteration 188Q: 3 clusters Score -8858964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -8858965.000000 Penalty: 5348.938965
	Iteration 189Q: 3 clusters Score -8858965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -8858958.000000 Penalty: 5348.938965
	Iteration 190Q: 3 clusters Score -8858958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -8858959.000000 Penalty: 5348.938965
	Iteration 191Q: 3 clusters Score -8858959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -8858961.000000 Penalty: 5348.938965
	Iteration 192Q: 3 clusters Score -8858961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -8858959.000000 Penalty: 5348.938965
	Iteration 193Q: 3 clusters Score -8858959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -8858958.000000 Penalty: 5348.938965
	Iteration 194Q: 3 clusters Score -8858958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -8858956.000000 Penalty: 5348.938965
	Iteration 195Q: 3 clusters Score -8858956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -8858963.000000 Penalty: 5348.938965
	Iteration 196Q: 3 clusters Score -8858963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -8858960.000000 Penalty: 5348.938965
	Iteration 197Q: 3 clusters Score -8858960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -8858958.000000 Penalty: 5348.938965
	Iteration 198Q: 3 clusters Score -8858958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8858963.000000 Penalty: 5348.938965
	Iteration 199Q: 3 clusters Score -8858963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -8858960.000000 Penalty: 5348.938965
	Iteration 200F: 3 clusters Score -8858960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -18166.832031 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -18166.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17219.472656 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -17219.47 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17422.802734 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -17422.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17506.810547 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -17506.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17556.878906 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -17556.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17568.986328 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -17568.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17585.050781 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -17585.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17630.658203 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -17630.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17630.658203 Penalty: 2730.644531
	Iteration 7F: 3 clusters Score -17630.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Entering Unmasked Estep 
Score: -8438208.000000 Penalty: 2659.282959
	Iteration 0F: 2 clusters Score -8438208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -8409052.000000 Penalty: 5318.565918
	Iteration 0F: 3 clusters Score -8409052 nChanged 20960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -8420590.000000 Penalty: 5318.565918
	Iteration 1F: 3 clusters Score -8420590 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -8421218.000000 Penalty: 5318.565918
	Iteration 2Q: 3 clusters Score -8421218 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -8422142.000000 Penalty: 5318.565918
	Iteration 3Q: 3 clusters Score -8422142 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -8423603.000000 Penalty: 5318.565918
	Iteration 4F: 3 clusters Score -8423603 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -8426036.000000 Penalty: 5318.565918
	Iteration 5F: 3 clusters Score -8426036 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -8429632.000000 Penalty: 5318.565918
	Iteration 6F: 3 clusters Score -8429632 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8433264.000000 Penalty: 5318.565918
	Iteration 7F: 3 clusters Score -8433264 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8434963.000000 Penalty: 5318.565918
	Iteration 8F: 3 clusters Score -8434963 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8435499.000000 Penalty: 5318.565918
	Iteration 9Q: 3 clusters Score -8435499 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8435702.000000 Penalty: 5318.565918
	Iteration 10Q: 3 clusters Score -8435702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8435789.000000 Penalty: 5318.565918
	Iteration 11Q: 3 clusters Score -8435789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8435838.000000 Penalty: 5318.565918
	Iteration 12Q: 3 clusters Score -8435838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8435882.000000 Penalty: 5318.565918
	Iteration 13Q: 3 clusters Score -8435882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8435900.000000 Penalty: 5318.565918
	Iteration 14Q: 3 clusters Score -8435900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8435914.000000 Penalty: 5318.565918
	Iteration 15Q: 3 clusters Score -8435914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8435922.000000 Penalty: 5318.565918
	Iteration 16Q: 3 clusters Score -8435922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8435925.000000 Penalty: 5318.565918
	Iteration 17Q: 3 clusters Score -8435925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8435928.000000 Penalty: 5318.565918
	Iteration 18Q: 3 clusters Score -8435928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8435932.000000 Penalty: 5318.565918
	Iteration 19Q: 3 clusters Score -8435932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8435932.000000 Penalty: 5318.565918
	Iteration 20F: 3 clusters Score -8435932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Entering Unmasked Estep 
Score: -9097723.000000 Penalty: 2675.572021
	Iteration 0F: 2 clusters Score -9097723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -9068282.000000 Penalty: 5351.144043
	Iteration 0F: 3 clusters Score -9068282 nChanged 22414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -9080325.000000 Penalty: 5351.144043
	Iteration 1F: 3 clusters Score -9080325 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -9080801.000000 Penalty: 5351.144043
	Iteration 2Q: 3 clusters Score -9080801 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -9081158.000000 Penalty: 5351.144043
	Iteration 3Q: 3 clusters Score -9081158 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -9081564.000000 Penalty: 5351.144043
	Iteration 4Q: 3 clusters Score -9081564 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -9081940.000000 Penalty: 5351.144043
	Iteration 5Q: 3 clusters Score -9081940 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -9082252.000000 Penalty: 5351.144043
	Iteration 6Q: 3 clusters Score -9082252 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -9082588.000000 Penalty: 5351.144043
	Iteration 7Q: 3 clusters Score -9082588 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -9083014.000000 Penalty: 5351.144043
	Iteration 8Q: 3 clusters Score -9083014 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -9083586.000000 Penalty: 5351.144043
	Iteration 9Q: 3 clusters Score -9083586 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -9084298.000000 Penalty: 5351.144043
	Iteration 10Q: 3 clusters Score -9084298 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -9085233.000000 Penalty: 5351.144043
	Iteration 11Q: 3 clusters Score -9085233 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -9086580.000000 Penalty: 5351.144043
	Iteration 12Q: 3 clusters Score -9086580 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -9088329.000000 Penalty: 5351.144043
	Iteration 13F: 3 clusters Score -9088329 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -9090559.000000 Penalty: 5351.144043
	Iteration 14F: 3 clusters Score -9090559 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -9092763.000000 Penalty: 5351.144043
	Iteration 15F: 3 clusters Score -9092763 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -9094113.000000 Penalty: 5351.144043
	Iteration 16Q: 3 clusters Score -9094113 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -9094619.000000 Penalty: 5351.144043
	Iteration 17Q: 3 clusters Score -9094619 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9094981.000000 Penalty: 5351.144043
	Iteration 18Q: 3 clusters Score -9094981 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9095206.000000 Penalty: 5351.144043
	Iteration 19Q: 3 clusters Score -9095206 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9095311.000000 Penalty: 5351.144043
	Iteration 20F: 3 clusters Score -9095311 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9095407.000000 Penalty: 5351.144043
	Iteration 21Q: 3 clusters Score -9095407 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9095428.000000 Penalty: 5351.144043
	Iteration 22Q: 3 clusters Score -9095428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9095478.000000 Penalty: 5351.144043
	Iteration 23Q: 3 clusters Score -9095478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9095528.000000 Penalty: 5351.144043
	Iteration 24Q: 3 clusters Score -9095528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9095544.000000 Penalty: 5351.144043
	Iteration 25Q: 3 clusters Score -9095544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9095573.000000 Penalty: 5351.144043
	Iteration 26Q: 3 clusters Score -9095573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9095597.000000 Penalty: 5351.144043
	Iteration 27Q: 3 clusters Score -9095597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9095615.000000 Penalty: 5351.144043
	Iteration 28Q: 3 clusters Score -9095615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9095621.000000 Penalty: 5351.144043
	Iteration 29Q: 3 clusters Score -9095621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9095647.000000 Penalty: 5351.144043
	Iteration 30Q: 3 clusters Score -9095647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9095638.000000 Penalty: 5351.144043
	Iteration 31Q: 3 clusters Score -9095638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9095637.000000 Penalty: 5351.144043
	Iteration 32Q: 3 clusters Score -9095637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9095641.000000 Penalty: 5351.144043
	Iteration 33Q: 3 clusters Score -9095641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9095642.000000 Penalty: 5351.144043
	Iteration 34Q: 3 clusters Score -9095642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9095632.000000 Penalty: 5351.144043
	Iteration 35Q: 3 clusters Score -9095632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9095644.000000 Penalty: 5351.144043
	Iteration 36Q: 3 clusters Score -9095644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9095635.000000 Penalty: 5351.144043
	Iteration 37Q: 3 clusters Score -9095635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9095643.000000 Penalty: 5351.144043
	Iteration 38Q: 3 clusters Score -9095643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9095638.000000 Penalty: 5351.144043
	Iteration 39Q: 3 clusters Score -9095638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9095633.000000 Penalty: 5351.144043
	Iteration 40F: 3 clusters Score -9095633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9095633.000000 Penalty: 5351.144043
	Iteration 41Q: 3 clusters Score -9095633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9095644.000000 Penalty: 5351.144043
	Iteration 42Q: 3 clusters Score -9095644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9095641.000000 Penalty: 5351.144043
	Iteration 43Q: 3 clusters Score -9095641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9095641.000000 Penalty: 5351.144043
	Iteration 44F: 3 clusters Score -9095641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -399863.718750 Penalty: 1921.725098
	Iteration 0F: 2 clusters Score -399863.7 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 1156 members 
Entering Unmasked Estep 
Score: -397030.656250 Penalty: 3843.450195
	Iteration 0F: 3 clusters Score -397030.7 nChanged 798
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: -397707.625000 Penalty: 3843.450195
	Iteration 1F: 3 clusters Score -397707.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -397981.843750 Penalty: 3843.450195
	Iteration 2F: 3 clusters Score -397981.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -398155.125000 Penalty: 3843.450195
	Iteration 3F: 3 clusters Score -398155.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -398278.250000 Penalty: 3843.450195
	Iteration 4F: 3 clusters Score -398278.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -398393.406250 Penalty: 3843.450195
	Iteration 5Q: 3 clusters Score -398393.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -398516.718750 Penalty: 3843.450195
	Iteration 6Q: 3 clusters Score -398516.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -398615.968750 Penalty: 3843.450195
	Iteration 7Q: 3 clusters Score -398616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -398691.250000 Penalty: 3843.450195
	Iteration 8Q: 3 clusters Score -398691.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -398750.562500 Penalty: 3843.450195
	Iteration 9Q: 3 clusters Score -398750.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -398798.187500 Penalty: 3843.450195
	Iteration 10Q: 3 clusters Score -398798.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -398836.281250 Penalty: 3843.450195
	Iteration 11Q: 3 clusters Score -398836.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -398853.937500 Penalty: 3843.450195
	Iteration 12Q: 3 clusters Score -398853.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -398863.500000 Penalty: 3843.450195
	Iteration 13Q: 3 clusters Score -398863.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -398873.531250 Penalty: 3843.450195
	Iteration 14Q: 3 clusters Score -398873.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -398880.937500 Penalty: 3843.450195
	Iteration 15Q: 3 clusters Score -398880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -398885.062500 Penalty: 3843.450195
	Iteration 16Q: 3 clusters Score -398885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -398890.250000 Penalty: 3843.450195
	Iteration 17Q: 3 clusters Score -398890.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -398900.218750 Penalty: 3843.450195
	Iteration 18Q: 3 clusters Score -398900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -398905.406250 Penalty: 3843.450195
	Iteration 19Q: 3 clusters Score -398905.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -398909.406250 Penalty: 3843.450195
	Iteration 20F: 3 clusters Score -398909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -398914.000000 Penalty: 3843.450195
	Iteration 21Q: 3 clusters Score -398914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -398914.687500 Penalty: 3843.450195
	Iteration 22Q: 3 clusters Score -398914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -398917.937500 Penalty: 3843.450195
	Iteration 23Q: 3 clusters Score -398917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -398918.625000 Penalty: 3843.450195
	Iteration 24Q: 3 clusters Score -398918.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -398918.750000 Penalty: 3843.450195
	Iteration 25Q: 3 clusters Score -398918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -398918.750000 Penalty: 3843.450195
	Iteration 26F: 3 clusters Score -398918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Entering Unmasked Estep 
Score: -7767794.500000 Penalty: 2639.243164
	Iteration 0F: 2 clusters Score -7767794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -7739719.000000 Penalty: 5278.486328
	Iteration 0F: 3 clusters Score -7739719 nChanged 19216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -7750072.500000 Penalty: 5278.486328
	Iteration 1F: 3 clusters Score -7750072 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -7750782.500000 Penalty: 5278.486328
	Iteration 2Q: 3 clusters Score -7750782 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -7751618.500000 Penalty: 5278.486328
	Iteration 3Q: 3 clusters Score -7751618 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -7752763.000000 Penalty: 5278.486328
	Iteration 4F: 3 clusters Score -7752763 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -7754153.000000 Penalty: 5278.486328
	Iteration 5F: 3 clusters Score -7754153 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -7755895.500000 Penalty: 5278.486328
	Iteration 6F: 3 clusters Score -7755896 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -7757930.000000 Penalty: 5278.486328
	Iteration 7F: 3 clusters Score -7757930 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -7760237.500000 Penalty: 5278.486328
	Iteration 8F: 3 clusters Score -7760238 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -7762648.500000 Penalty: 5278.486328
	Iteration 9F: 3 clusters Score -7762648 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -7764232.000000 Penalty: 5278.486328
	Iteration 10Q: 3 clusters Score -7764232 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -7764735.000000 Penalty: 5278.486328
	Iteration 11Q: 3 clusters Score -7764735 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -7764973.000000 Penalty: 5278.486328
	Iteration 12Q: 3 clusters Score -7764973 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -7765134.500000 Penalty: 5278.486328
	Iteration 13Q: 3 clusters Score -7765134 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -7765245.000000 Penalty: 5278.486328
	Iteration 14Q: 3 clusters Score -7765245 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -7765386.000000 Penalty: 5278.486328
	Iteration 15Q: 3 clusters Score -7765386 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -7765477.000000 Penalty: 5278.486328
	Iteration 16Q: 3 clusters Score -7765477 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -7765535.000000 Penalty: 5278.486328
	Iteration 17Q: 3 clusters Score -7765535 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -7765584.500000 Penalty: 5278.486328
	Iteration 18Q: 3 clusters Score -7765584 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -7765637.500000 Penalty: 5278.486328
	Iteration 19Q: 3 clusters Score -7765638 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -7765688.000000 Penalty: 5278.486328
	Iteration 20F: 3 clusters Score -7765688 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -7765757.500000 Penalty: 5278.486328
	Iteration 21Q: 3 clusters Score -7765758 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -7765780.000000 Penalty: 5278.486328
	Iteration 22Q: 3 clusters Score -7765780 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -7765854.000000 Penalty: 5278.486328
	Iteration 23Q: 3 clusters Score -7765854 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -7765881.500000 Penalty: 5278.486328
	Iteration 24Q: 3 clusters Score -7765882 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -7765924.000000 Penalty: 5278.486328
	Iteration 25Q: 3 clusters Score -7765924 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -7765969.500000 Penalty: 5278.486328
	Iteration 26Q: 3 clusters Score -7765970 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -7765982.500000 Penalty: 5278.486328
	Iteration 27Q: 3 clusters Score -7765982 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -7766006.000000 Penalty: 5278.486328
	Iteration 28Q: 3 clusters Score -7766006 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -7766042.500000 Penalty: 5278.486328
	Iteration 29Q: 3 clusters Score -7766042 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -7766080.000000 Penalty: 5278.486328
	Iteration 30Q: 3 clusters Score -7766080 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -7766080.000000 Penalty: 5278.486328
	Iteration 31Q: 3 clusters Score -7766080 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -7766127.000000 Penalty: 5278.486328
	Iteration 32Q: 3 clusters Score -7766127 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -7766151.000000 Penalty: 5278.486328
	Iteration 33Q: 3 clusters Score -7766151 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -7766164.000000 Penalty: 5278.486328
	Iteration 34Q: 3 clusters Score -7766164 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -7766159.500000 Penalty: 5278.486328
	Iteration 35Q: 3 clusters Score -7766160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -7766178.500000 Penalty: 5278.486328
	Iteration 36Q: 3 clusters Score -7766178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -7766189.500000 Penalty: 5278.486328
	Iteration 37Q: 3 clusters Score -7766190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -7766213.500000 Penalty: 5278.486328
	Iteration 38Q: 3 clusters Score -7766214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -7766237.000000 Penalty: 5278.486328
	Iteration 39Q: 3 clusters Score -7766237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -7766252.500000 Penalty: 5278.486328
	Iteration 40F: 3 clusters Score -7766252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7766236.500000 Penalty: 5278.486328
	Iteration 41Q: 3 clusters Score -7766236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7766252.500000 Penalty: 5278.486328
	Iteration 42Q: 3 clusters Score -7766252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7766265.000000 Penalty: 5278.486328
	Iteration 43Q: 3 clusters Score -7766265 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -7766279.000000 Penalty: 5278.486328
	Iteration 44Q: 3 clusters Score -7766279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -7766290.500000 Penalty: 5278.486328
	Iteration 45Q: 3 clusters Score -7766290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7766295.000000 Penalty: 5278.486328
	Iteration 46Q: 3 clusters Score -7766295 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7766290.000000 Penalty: 5278.486328
	Iteration 47Q: 3 clusters Score -7766290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7766314.000000 Penalty: 5278.486328
	Iteration 48Q: 3 clusters Score -7766314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7766331.000000 Penalty: 5278.486328
	Iteration 49Q: 3 clusters Score -7766331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7766338.000000 Penalty: 5278.486328
	Iteration 50Q: 3 clusters Score -7766338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7766339.000000 Penalty: 5278.486328
	Iteration 51Q: 3 clusters Score -7766339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7766334.500000 Penalty: 5278.486328
	Iteration 52Q: 3 clusters Score -7766334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7766339.500000 Penalty: 5278.486328
	Iteration 53Q: 3 clusters Score -7766340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7766351.500000 Penalty: 5278.486328
	Iteration 54Q: 3 clusters Score -7766352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7766358.500000 Penalty: 5278.486328
	Iteration 55Q: 3 clusters Score -7766358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7766347.000000 Penalty: 5278.486328
	Iteration 56Q: 3 clusters Score -7766347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7766355.500000 Penalty: 5278.486328
	Iteration 57Q: 3 clusters Score -7766356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7766348.500000 Penalty: 5278.486328
	Iteration 58Q: 3 clusters Score -7766348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7766360.500000 Penalty: 5278.486328
	Iteration 59Q: 3 clusters Score -7766360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -7766358.500000 Penalty: 5278.486328
	Iteration 60F: 3 clusters Score -7766358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7766352.000000 Penalty: 5278.486328
	Iteration 61Q: 3 clusters Score -7766352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7766353.500000 Penalty: 5278.486328
	Iteration 62Q: 3 clusters Score -7766354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7766357.000000 Penalty: 5278.486328
	Iteration 63Q: 3 clusters Score -7766357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7766362.500000 Penalty: 5278.486328
	Iteration 64Q: 3 clusters Score -7766362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7766370.000000 Penalty: 5278.486328
	Iteration 65Q: 3 clusters Score -7766370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7766375.500000 Penalty: 5278.486328
	Iteration 66Q: 3 clusters Score -7766376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7766362.500000 Penalty: 5278.486328
	Iteration 67Q: 3 clusters Score -7766362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7766359.000000 Penalty: 5278.486328
	Iteration 68Q: 3 clusters Score -7766359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7766360.000000 Penalty: 5278.486328
	Iteration 69Q: 3 clusters Score -7766360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7766359.000000 Penalty: 5278.486328
	Iteration 70Q: 3 clusters Score -7766359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7766371.000000 Penalty: 5278.486328
	Iteration 71Q: 3 clusters Score -7766371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7766367.000000 Penalty: 5278.486328
	Iteration 72Q: 3 clusters Score -7766367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7766365.000000 Penalty: 5278.486328
	Iteration 73Q: 3 clusters Score -7766365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7766363.500000 Penalty: 5278.486328
	Iteration 74Q: 3 clusters Score -7766364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7766364.000000 Penalty: 5278.486328
	Iteration 75Q: 3 clusters Score -7766364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7766369.000000 Penalty: 5278.486328
	Iteration 76Q: 3 clusters Score -7766369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7766365.500000 Penalty: 5278.486328
	Iteration 77Q: 3 clusters Score -7766366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7766359.000000 Penalty: 5278.486328
	Iteration 78Q: 3 clusters Score -7766359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7766352.000000 Penalty: 5278.486328
	Iteration 79Q: 3 clusters Score -7766352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7766356.000000 Penalty: 5278.486328
	Iteration 80F: 3 clusters Score -7766356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7766360.000000 Penalty: 5278.486328
	Iteration 81Q: 3 clusters Score -7766360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7766356.000000 Penalty: 5278.486328
	Iteration 82Q: 3 clusters Score -7766356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7766364.500000 Penalty: 5278.486328
	Iteration 83Q: 3 clusters Score -7766364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7766359.500000 Penalty: 5278.486328
	Iteration 84Q: 3 clusters Score -7766360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7766359.500000 Penalty: 5278.486328
	Iteration 85F: 3 clusters Score -7766360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Entering Unmasked Estep 
Score: -8331717.000000 Penalty: 2658.500244
	Iteration 0F: 2 clusters Score -8331717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -8301706.000000 Penalty: 5317.000488
	Iteration 0F: 3 clusters Score -8301706 nChanged 20837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -8313382.000000 Penalty: 5317.000488
	Iteration 1F: 3 clusters Score -8313382 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -8313911.500000 Penalty: 5317.000488
	Iteration 2Q: 3 clusters Score -8313912 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -8314369.000000 Penalty: 5317.000488
	Iteration 3Q: 3 clusters Score -8314369 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -8315063.000000 Penalty: 5317.000488
	Iteration 4Q: 3 clusters Score -8315063 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -8315859.500000 Penalty: 5317.000488
	Iteration 5Q: 3 clusters Score -8315860 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -8317032.500000 Penalty: 5317.000488
	Iteration 6Q: 3 clusters Score -8317032 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -8318514.000000 Penalty: 5317.000488
	Iteration 7F: 3 clusters Score -8318514 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -8320513.000000 Penalty: 5317.000488
	Iteration 8F: 3 clusters Score -8320513 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -8322770.000000 Penalty: 5317.000488
	Iteration 9F: 3 clusters Score -8322770 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -8324774.500000 Penalty: 5317.000488
	Iteration 10F: 3 clusters Score -8324774 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -8325943.000000 Penalty: 5317.000488
	Iteration 11Q: 3 clusters Score -8325943 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -8326500.000000 Penalty: 5317.000488
	Iteration 12Q: 3 clusters Score -8326500 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -8326846.000000 Penalty: 5317.000488
	Iteration 13Q: 3 clusters Score -8326846 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -8327179.000000 Penalty: 5317.000488
	Iteration 14Q: 3 clusters Score -8327179 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -8327364.000000 Penalty: 5317.000488
	Iteration 15Q: 3 clusters Score -8327364 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -8327576.500000 Penalty: 5317.000488
	Iteration 16Q: 3 clusters Score -8327576 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -8327775.500000 Penalty: 5317.000488
	Iteration 17Q: 3 clusters Score -8327776 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -8327973.500000 Penalty: 5317.000488
	Iteration 18Q: 3 clusters Score -8327974 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -8328100.500000 Penalty: 5317.000488
	Iteration 19Q: 3 clusters Score -8328100 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -8328233.500000 Penalty: 5317.000488
	Iteration 20F: 3 clusters Score -8328234 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -8328349.000000 Penalty: 5317.000488
	Iteration 21Q: 3 clusters Score -8328349 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -8328464.500000 Penalty: 5317.000488
	Iteration 22Q: 3 clusters Score -8328464 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -8328564.000000 Penalty: 5317.000488
	Iteration 23Q: 3 clusters Score -8328564 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -8328704.000000 Penalty: 5317.000488
	Iteration 24Q: 3 clusters Score -8328704 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -8328773.500000 Penalty: 5317.000488
	Iteration 25Q: 3 clusters Score -8328774 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -8328859.000000 Penalty: 5317.000488
	Iteration 26Q: 3 clusters Score -8328859 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -8328952.000000 Penalty: 5317.000488
	Iteration 27Q: 3 clusters Score -8328952 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -8329047.000000 Penalty: 5317.000488
	Iteration 28Q: 3 clusters Score -8329047 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -8329130.000000 Penalty: 5317.000488
	Iteration 29Q: 3 clusters Score -8329130 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -8329216.500000 Penalty: 5317.000488
	Iteration 30Q: 3 clusters Score -8329216 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -8329265.500000 Penalty: 5317.000488
	Iteration 31Q: 3 clusters Score -8329266 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -8329324.500000 Penalty: 5317.000488
	Iteration 32Q: 3 clusters Score -8329324 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -8329357.500000 Penalty: 5317.000488
	Iteration 33Q: 3 clusters Score -8329358 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -8329419.000000 Penalty: 5317.000488
	Iteration 34Q: 3 clusters Score -8329419 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -8329466.500000 Penalty: 5317.000488
	Iteration 35Q: 3 clusters Score -8329466 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -8329481.500000 Penalty: 5317.000488
	Iteration 36Q: 3 clusters Score -8329482 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -8329516.000000 Penalty: 5317.000488
	Iteration 37Q: 3 clusters Score -8329516 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -8329534.500000 Penalty: 5317.000488
	Iteration 38Q: 3 clusters Score -8329534 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -8329584.000000 Penalty: 5317.000488
	Iteration 39Q: 3 clusters Score -8329584 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -8329626.000000 Penalty: 5317.000488
	Iteration 40F: 3 clusters Score -8329626 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -8329643.000000 Penalty: 5317.000488
	Iteration 41Q: 3 clusters Score -8329643 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -8329680.500000 Penalty: 5317.000488
	Iteration 42Q: 3 clusters Score -8329680 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -8329713.000000 Penalty: 5317.000488
	Iteration 43Q: 3 clusters Score -8329713 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -8329739.000000 Penalty: 5317.000488
	Iteration 44Q: 3 clusters Score -8329739 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -8329755.000000 Penalty: 5317.000488
	Iteration 45Q: 3 clusters Score -8329755 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -8329803.500000 Penalty: 5317.000488
	Iteration 46Q: 3 clusters Score -8329804 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -8329802.000000 Penalty: 5317.000488
	Iteration 47Q: 3 clusters Score -8329802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -8329818.500000 Penalty: 5317.000488
	Iteration 48Q: 3 clusters Score -8329818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -8329815.000000 Penalty: 5317.000488
	Iteration 49Q: 3 clusters Score -8329815 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -8329828.000000 Penalty: 5317.000488
	Iteration 50Q: 3 clusters Score -8329828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -8329850.000000 Penalty: 5317.000488
	Iteration 51Q: 3 clusters Score -8329850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -8329850.500000 Penalty: 5317.000488
	Iteration 52Q: 3 clusters Score -8329850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -8329874.000000 Penalty: 5317.000488
	Iteration 53Q: 3 clusters Score -8329874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -8329902.500000 Penalty: 5317.000488
	Iteration 54Q: 3 clusters Score -8329902 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -8329885.000000 Penalty: 5317.000488
	Iteration 55Q: 3 clusters Score -8329885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -8329882.500000 Penalty: 5317.000488
	Iteration 56Q: 3 clusters Score -8329882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -8329890.000000 Penalty: 5317.000488
	Iteration 57Q: 3 clusters Score -8329890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -8329881.000000 Penalty: 5317.000488
	Iteration 58Q: 3 clusters Score -8329881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -8329895.500000 Penalty: 5317.000488
	Iteration 59Q: 3 clusters Score -8329896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -8329895.000000 Penalty: 5317.000488
	Iteration 60F: 3 clusters Score -8329895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -8329889.000000 Penalty: 5317.000488
	Iteration 61Q: 3 clusters Score -8329889 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8329891.000000 Penalty: 5317.000488
	Iteration 62Q: 3 clusters Score -8329891 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -8329907.500000 Penalty: 5317.000488
	Iteration 63Q: 3 clusters Score -8329908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -8329885.000000 Penalty: 5317.000488
	Iteration 64Q: 3 clusters Score -8329885 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -8329899.500000 Penalty: 5317.000488
	Iteration 65Q: 3 clusters Score -8329900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -8329901.000000 Penalty: 5317.000488
	Iteration 66Q: 3 clusters Score -8329901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -8329891.000000 Penalty: 5317.000488
	Iteration 67Q: 3 clusters Score -8329891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8329889.500000 Penalty: 5317.000488
	Iteration 68Q: 3 clusters Score -8329890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -8329895.000000 Penalty: 5317.000488
	Iteration 69Q: 3 clusters Score -8329895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -8329912.500000 Penalty: 5317.000488
	Iteration 70Q: 3 clusters Score -8329912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -8329914.500000 Penalty: 5317.000488
	Iteration 71Q: 3 clusters Score -8329914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -8329902.000000 Penalty: 5317.000488
	Iteration 72Q: 3 clusters Score -8329902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8329913.500000 Penalty: 5317.000488
	Iteration 73Q: 3 clusters Score -8329914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -8329898.000000 Penalty: 5317.000488
	Iteration 74Q: 3 clusters Score -8329898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8329886.500000 Penalty: 5317.000488
	Iteration 75Q: 3 clusters Score -8329886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -8329903.000000 Penalty: 5317.000488
	Iteration 76Q: 3 clusters Score -8329903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -8329901.500000 Penalty: 5317.000488
	Iteration 77Q: 3 clusters Score -8329902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -8329917.000000 Penalty: 5317.000488
	Iteration 78Q: 3 clusters Score -8329917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8329904.000000 Penalty: 5317.000488
	Iteration 79Q: 3 clusters Score -8329904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -8329900.000000 Penalty: 5317.000488
	Iteration 80F: 3 clusters Score -8329900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -8329900.000000 Penalty: 5317.000488
	Iteration 81Q: 3 clusters Score -8329900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -8329919.000000 Penalty: 5317.000488
	Iteration 82Q: 3 clusters Score -8329919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -8329915.000000 Penalty: 5317.000488
	Iteration 83Q: 3 clusters Score -8329915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -8329911.500000 Penalty: 5317.000488
	Iteration 84Q: 3 clusters Score -8329912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -8329934.000000 Penalty: 5317.000488
	Iteration 85Q: 3 clusters Score -8329934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -8329937.500000 Penalty: 5317.000488
	Iteration 86Q: 3 clusters Score -8329938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -8329941.000000 Penalty: 5317.000488
	Iteration 87Q: 3 clusters Score -8329941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -8329940.000000 Penalty: 5317.000488
	Iteration 88Q: 3 clusters Score -8329940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8329935.000000 Penalty: 5317.000488
	Iteration 89Q: 3 clusters Score -8329935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -8329930.000000 Penalty: 5317.000488
	Iteration 90Q: 3 clusters Score -8329930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -8329934.000000 Penalty: 5317.000488
	Iteration 91Q: 3 clusters Score -8329934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8329933.000000 Penalty: 5317.000488
	Iteration 92Q: 3 clusters Score -8329933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -8329937.500000 Penalty: 5317.000488
	Iteration 93Q: 3 clusters Score -8329938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -8329934.000000 Penalty: 5317.000488
	Iteration 94Q: 3 clusters Score -8329934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8329928.500000 Penalty: 5317.000488
	Iteration 95Q: 3 clusters Score -8329928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8329934.500000 Penalty: 5317.000488
	Iteration 96Q: 3 clusters Score -8329934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8329929.500000 Penalty: 5317.000488
	Iteration 97Q: 3 clusters Score -8329930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8329929.500000 Penalty: 5317.000488
	Iteration 98F: 3 clusters Score -8329930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -75084.085938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -75084.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73573.546875 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -73573.55 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -73835.976562 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -73835.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73930.460938 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -73930.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73997.585938 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -73997.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -74072.203125 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -74072.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -74111.921875 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -74111.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74162.593750 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -74162.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74195.421875 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -74195.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74200.007812 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -74200.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74203.429688 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -74203.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74204.625000 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -74204.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74205.742188 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -74205.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74206.398438 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -74206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74207.093750 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -74207.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74208.968750 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -74208.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74213.367188 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -74213.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74213.750000 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -74213.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74213.750000 Penalty: 3122.451904
	Iteration 17F: 3 clusters Score -74213.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -229697.734375 Penalty: 1782.163818
	Iteration 0F: 2 clusters Score -229697.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -227629.953125 Penalty: 3564.327637
	Iteration 0F: 3 clusters Score -227630 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -228233.062500 Penalty: 3564.327637
	Iteration 1F: 3 clusters Score -228233.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -228614.640625 Penalty: 3564.327637
	Iteration 2F: 3 clusters Score -228614.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -228977.234375 Penalty: 3564.327637
	Iteration 3F: 3 clusters Score -228977.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -229214.515625 Penalty: 3564.327637
	Iteration 4F: 3 clusters Score -229214.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -229440.875000 Penalty: 3564.327637
	Iteration 5F: 3 clusters Score -229440.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -229733.296875 Penalty: 3564.327637
	Iteration 6Q: 3 clusters Score -229733.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -229973.796875 Penalty: 3564.327637
	Iteration 7Q: 3 clusters Score -229973.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -230155.734375 Penalty: 3564.327637
	Iteration 8Q: 3 clusters Score -230155.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -230236.140625 Penalty: 3564.327637
	Iteration 9Q: 3 clusters Score -230236.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -230280.906250 Penalty: 3564.327637
	Iteration 10Q: 3 clusters Score -230280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -230284.250000 Penalty: 3564.327637
	Iteration 11Q: 3 clusters Score -230284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -230286.406250 Penalty: 3564.327637
	Iteration 12Q: 3 clusters Score -230286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -230286.406250 Penalty: 3564.327637
	Iteration 13F: 3 clusters Score -230286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45384 members 
Mstep: Class 4 contains 48465 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 41861 members 
Mstep: Class 7 contains 45241 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 195 members 
Mstep: Class 10 contains 43818 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28907 members 
Mstep: Class 13 contains 43396 members 
Mstep: Class 14 contains 45702 members 
Mstep: Class 15 contains 46249 members 
Mstep: Class 16 contains 46772 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47159 members 
Mstep: Class 19 contains 46456 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 1126 members 
Entering Unmasked Estep 
Score: -106671160.000000 Penalty: 72451.218750
Splitting cluster 9 changes total score from -106672176.000000 to -106671160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (43818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Entering Unmasked Estep 
Score: -8168442.500000 Penalty: 2650.574463
	Iteration 0F: 2 clusters Score -8168442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -8139121.000000 Penalty: 5301.148926
	Iteration 0F: 3 clusters Score -8139121 nChanged 20126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -8150260.500000 Penalty: 5301.148926
	Iteration 1F: 3 clusters Score -8150260 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -8150749.500000 Penalty: 5301.148926
	Iteration 2Q: 3 clusters Score -8150750 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -8151202.500000 Penalty: 5301.148926
	Iteration 3Q: 3 clusters Score -8151202 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -8151583.000000 Penalty: 5301.148926
	Iteration 4Q: 3 clusters Score -8151583 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -8152038.000000 Penalty: 5301.148926
	Iteration 5Q: 3 clusters Score -8152038 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -8152620.000000 Penalty: 5301.148926
	Iteration 6Q: 3 clusters Score -8152620 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -8153418.500000 Penalty: 5301.148926
	Iteration 7Q: 3 clusters Score -8153418 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -8154645.000000 Penalty: 5301.148926
	Iteration 8Q: 3 clusters Score -8154645 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -8156579.500000 Penalty: 5301.148926
	Iteration 9F: 3 clusters Score -8156580 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -8159135.500000 Penalty: 5301.148926
	Iteration 10F: 3 clusters Score -8159136 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -8161520.000000 Penalty: 5301.148926
	Iteration 11F: 3 clusters Score -8161520 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -8163262.000000 Penalty: 5301.148926
	Iteration 12F: 3 clusters Score -8163262 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -8164169.500000 Penalty: 5301.148926
	Iteration 13Q: 3 clusters Score -8164170 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -8164801.000000 Penalty: 5301.148926
	Iteration 14Q: 3 clusters Score -8164801 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -8165157.000000 Penalty: 5301.148926
	Iteration 15Q: 3 clusters Score -8165157 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -8165497.500000 Penalty: 5301.148926
	Iteration 16Q: 3 clusters Score -8165498 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -8165729.000000 Penalty: 5301.148926
	Iteration 17Q: 3 clusters Score -8165729 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -8165890.000000 Penalty: 5301.148926
	Iteration 18Q: 3 clusters Score -8165890 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -8166034.000000 Penalty: 5301.148926
	Iteration 19Q: 3 clusters Score -8166034 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -8166157.500000 Penalty: 5301.148926
	Iteration 20F: 3 clusters Score -8166158 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -8166297.000000 Penalty: 5301.148926
	Iteration 21Q: 3 clusters Score -8166297 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -8166399.500000 Penalty: 5301.148926
	Iteration 22Q: 3 clusters Score -8166400 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -8166452.000000 Penalty: 5301.148926
	Iteration 23Q: 3 clusters Score -8166452 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -8166503.500000 Penalty: 5301.148926
	Iteration 24Q: 3 clusters Score -8166504 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -8166563.500000 Penalty: 5301.148926
	Iteration 25Q: 3 clusters Score -8166564 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -8166619.000000 Penalty: 5301.148926
	Iteration 26Q: 3 clusters Score -8166619 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -8166665.000000 Penalty: 5301.148926
	Iteration 27Q: 3 clusters Score -8166665 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -8166693.500000 Penalty: 5301.148926
	Iteration 28Q: 3 clusters Score -8166694 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -8166729.000000 Penalty: 5301.148926
	Iteration 29Q: 3 clusters Score -8166729 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -8166761.000000 Penalty: 5301.148926
	Iteration 30Q: 3 clusters Score -8166761 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -8166768.000000 Penalty: 5301.148926
	Iteration 31Q: 3 clusters Score -8166768 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -8166770.000000 Penalty: 5301.148926
	Iteration 32Q: 3 clusters Score -8166770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -8166801.000000 Penalty: 5301.148926
	Iteration 33Q: 3 clusters Score -8166801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -8166805.500000 Penalty: 5301.148926
	Iteration 34Q: 3 clusters Score -8166806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -8166821.000000 Penalty: 5301.148926
	Iteration 35Q: 3 clusters Score -8166821 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -8166827.000000 Penalty: 5301.148926
	Iteration 36Q: 3 clusters Score -8166827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -8166810.000000 Penalty: 5301.148926
	Iteration 37Q: 3 clusters Score -8166810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -8166835.500000 Penalty: 5301.148926
	Iteration 38Q: 3 clusters Score -8166836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -8166854.500000 Penalty: 5301.148926
	Iteration 39Q: 3 clusters Score -8166854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -8166848.000000 Penalty: 5301.148926
	Iteration 40F: 3 clusters Score -8166848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -8166858.000000 Penalty: 5301.148926
	Iteration 41Q: 3 clusters Score -8166858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -8166870.500000 Penalty: 5301.148926
	Iteration 42Q: 3 clusters Score -8166870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -8166882.000000 Penalty: 5301.148926
	Iteration 43Q: 3 clusters Score -8166882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -8166911.000000 Penalty: 5301.148926
	Iteration 44Q: 3 clusters Score -8166911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -8166898.000000 Penalty: 5301.148926
	Iteration 45Q: 3 clusters Score -8166898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -8166905.500000 Penalty: 5301.148926
	Iteration 46Q: 3 clusters Score -8166906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -8166894.500000 Penalty: 5301.148926
	Iteration 47Q: 3 clusters Score -8166894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -8166883.000000 Penalty: 5301.148926
	Iteration 48Q: 3 clusters Score -8166883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -8166875.500000 Penalty: 5301.148926
	Iteration 49Q: 3 clusters Score -8166876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -8166879.500000 Penalty: 5301.148926
	Iteration 50Q: 3 clusters Score -8166880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -8166874.500000 Penalty: 5301.148926
	Iteration 51Q: 3 clusters Score -8166874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -8166875.000000 Penalty: 5301.148926
	Iteration 52Q: 3 clusters Score -8166875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -8166897.500000 Penalty: 5301.148926
	Iteration 53Q: 3 clusters Score -8166898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8166900.000000 Penalty: 5301.148926
	Iteration 54Q: 3 clusters Score -8166900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -8166906.000000 Penalty: 5301.148926
	Iteration 55Q: 3 clusters Score -8166906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8166909.500000 Penalty: 5301.148926
	Iteration 56Q: 3 clusters Score -8166910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -8166914.000000 Penalty: 5301.148926
	Iteration 57Q: 3 clusters Score -8166914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -8166912.500000 Penalty: 5301.148926
	Iteration 58Q: 3 clusters Score -8166912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -8166926.000000 Penalty: 5301.148926
	Iteration 59Q: 3 clusters Score -8166926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -8166922.500000 Penalty: 5301.148926
	Iteration 60F: 3 clusters Score -8166922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -8166921.000000 Penalty: 5301.148926
	Iteration 61Q: 3 clusters Score -8166921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -8166912.000000 Penalty: 5301.148926
	Iteration 62Q: 3 clusters Score -8166912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -8166908.500000 Penalty: 5301.148926
	Iteration 63Q: 3 clusters Score -8166908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -8166909.500000 Penalty: 5301.148926
	Iteration 64Q: 3 clusters Score -8166910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -8166896.000000 Penalty: 5301.148926
	Iteration 65Q: 3 clusters Score -8166896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -8166900.000000 Penalty: 5301.148926
	Iteration 66Q: 3 clusters Score -8166900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -8166896.500000 Penalty: 5301.148926
	Iteration 67Q: 3 clusters Score -8166896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -8166903.000000 Penalty: 5301.148926
	Iteration 68Q: 3 clusters Score -8166903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8166900.000000 Penalty: 5301.148926
	Iteration 69Q: 3 clusters Score -8166900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -8166901.500000 Penalty: 5301.148926
	Iteration 70Q: 3 clusters Score -8166902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -8166899.500000 Penalty: 5301.148926
	Iteration 71Q: 3 clusters Score -8166900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -8166907.500000 Penalty: 5301.148926
	Iteration 72Q: 3 clusters Score -8166908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -8166902.000000 Penalty: 5301.148926
	Iteration 73Q: 3 clusters Score -8166902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -8166905.000000 Penalty: 5301.148926
	Iteration 74Q: 3 clusters Score -8166905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8166898.000000 Penalty: 5301.148926
	Iteration 75Q: 3 clusters Score -8166898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -8166906.000000 Penalty: 5301.148926
	Iteration 76Q: 3 clusters Score -8166906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -8166900.000000 Penalty: 5301.148926
	Iteration 77Q: 3 clusters Score -8166900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -8166896.000000 Penalty: 5301.148926
	Iteration 78Q: 3 clusters Score -8166896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -8166905.000000 Penalty: 5301.148926
	Iteration 79Q: 3 clusters Score -8166905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -8166913.500000 Penalty: 5301.148926
	Iteration 80F: 3 clusters Score -8166914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8166910.000000 Penalty: 5301.148926
	Iteration 81Q: 3 clusters Score -8166910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -8166913.500000 Penalty: 5301.148926
	Iteration 82Q: 3 clusters Score -8166914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -8166915.500000 Penalty: 5301.148926
	Iteration 83Q: 3 clusters Score -8166916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -8166915.500000 Penalty: 5301.148926
	Iteration 84F: 3 clusters Score -8166916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -49571.371094 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -49571.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48176.628906 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -48176.63 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48483.023438 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -48483.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48643.281250 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -48643.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48717.453125 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -48717.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48763.617188 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -48763.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48800.804688 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -48800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48841.054688 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -48841.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48880.171875 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -48880.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48910.066406 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -48910.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48922.351562 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -48922.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48938.710938 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -48938.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48943.316406 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -48943.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48952.898438 Penalty: 3055.958740
	Iteration 12Q: 3 clusters Score -48952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48959.472656 Penalty: 3055.958740
	Iteration 13Q: 3 clusters Score -48959.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48964.289062 Penalty: 3055.958740
	Iteration 14Q: 3 clusters Score -48964.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48964.289062 Penalty: 3055.958740
	Iteration 15F: 3 clusters Score -48964.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Entering Unmasked Estep 
Score: -5208128.500000 Penalty: 2547.416016
	Iteration 0F: 2 clusters Score -5208128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -5188207.000000 Penalty: 5094.832031
	Iteration 0F: 3 clusters Score -5188207 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -5195173.000000 Penalty: 5094.832031
	Iteration 1F: 3 clusters Score -5195173 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -5195696.000000 Penalty: 5094.832031
	Iteration 2Q: 3 clusters Score -5195696 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -5196187.000000 Penalty: 5094.832031
	Iteration 3Q: 3 clusters Score -5196187 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -5196682.000000 Penalty: 5094.832031
	Iteration 4Q: 3 clusters Score -5196682 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -5197189.000000 Penalty: 5094.832031
	Iteration 5Q: 3 clusters Score -5197189 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -5197616.500000 Penalty: 5094.832031
	Iteration 6Q: 3 clusters Score -5197616 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -5198137.500000 Penalty: 5094.832031
	Iteration 7Q: 3 clusters Score -5198138 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -5198755.500000 Penalty: 5094.832031
	Iteration 8Q: 3 clusters Score -5198756 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5199474.500000 Penalty: 5094.832031
	Iteration 9Q: 3 clusters Score -5199474 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -5200456.000000 Penalty: 5094.832031
	Iteration 10F: 3 clusters Score -5200456 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -5201432.000000 Penalty: 5094.832031
	Iteration 11Q: 3 clusters Score -5201432 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -5202368.000000 Penalty: 5094.832031
	Iteration 12Q: 3 clusters Score -5202368 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -5203230.000000 Penalty: 5094.832031
	Iteration 13Q: 3 clusters Score -5203230 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -5203899.000000 Penalty: 5094.832031
	Iteration 14Q: 3 clusters Score -5203899 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -5204415.000000 Penalty: 5094.832031
	Iteration 15Q: 3 clusters Score -5204415 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -5204886.500000 Penalty: 5094.832031
	Iteration 16Q: 3 clusters Score -5204886 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -5205302.000000 Penalty: 5094.832031
	Iteration 17Q: 3 clusters Score -5205302 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -5205599.500000 Penalty: 5094.832031
	Iteration 18Q: 3 clusters Score -5205600 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -5205801.500000 Penalty: 5094.832031
	Iteration 19Q: 3 clusters Score -5205802 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -5205977.000000 Penalty: 5094.832031
	Iteration 20F: 3 clusters Score -5205977 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -5206073.000000 Penalty: 5094.832031
	Iteration 21Q: 3 clusters Score -5206073 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -5206128.000000 Penalty: 5094.832031
	Iteration 22Q: 3 clusters Score -5206128 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -5206179.000000 Penalty: 5094.832031
	Iteration 23Q: 3 clusters Score -5206179 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -5206195.500000 Penalty: 5094.832031
	Iteration 24Q: 3 clusters Score -5206196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -5206213.500000 Penalty: 5094.832031
	Iteration 25Q: 3 clusters Score -5206214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -5206233.000000 Penalty: 5094.832031
	Iteration 26Q: 3 clusters Score -5206233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -5206236.500000 Penalty: 5094.832031
	Iteration 27Q: 3 clusters Score -5206236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -5206238.000000 Penalty: 5094.832031
	Iteration 28Q: 3 clusters Score -5206238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -5206243.000000 Penalty: 5094.832031
	Iteration 29Q: 3 clusters Score -5206243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -5206244.500000 Penalty: 5094.832031
	Iteration 30Q: 3 clusters Score -5206244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -5206240.500000 Penalty: 5094.832031
	Iteration 31Q: 3 clusters Score -5206240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -5206244.000000 Penalty: 5094.832031
	Iteration 32Q: 3 clusters Score -5206244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -5206247.000000 Penalty: 5094.832031
	Iteration 33Q: 3 clusters Score -5206247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -5206247.000000 Penalty: 5094.832031
	Iteration 34F: 3 clusters Score -5206247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Entering Unmasked Estep 
Score: -8059316.500000 Penalty: 2648.174316
	Iteration 0F: 2 clusters Score -8059316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -8030362.500000 Penalty: 5296.348633
	Iteration 0F: 3 clusters Score -8030362 nChanged 20012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -8041440.000000 Penalty: 5296.348633
	Iteration 1F: 3 clusters Score -8041440 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -8041927.000000 Penalty: 5296.348633
	Iteration 2Q: 3 clusters Score -8041927 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -8042444.000000 Penalty: 5296.348633
	Iteration 3Q: 3 clusters Score -8042444 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -8042989.500000 Penalty: 5296.348633
	Iteration 4Q: 3 clusters Score -8042990 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -8043672.500000 Penalty: 5296.348633
	Iteration 5Q: 3 clusters Score -8043672 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -8044634.000000 Penalty: 5296.348633
	Iteration 6Q: 3 clusters Score -8044634 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -8046093.500000 Penalty: 5296.348633
	Iteration 7F: 3 clusters Score -8046094 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -8047897.500000 Penalty: 5296.348633
	Iteration 8F: 3 clusters Score -8047898 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -8050081.000000 Penalty: 5296.348633
	Iteration 9F: 3 clusters Score -8050081 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -8052304.000000 Penalty: 5296.348633
	Iteration 10F: 3 clusters Score -8052304 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -8053854.000000 Penalty: 5296.348633
	Iteration 11F: 3 clusters Score -8053854 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -8054624.500000 Penalty: 5296.348633
	Iteration 12Q: 3 clusters Score -8054624 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -8055103.000000 Penalty: 5296.348633
	Iteration 13Q: 3 clusters Score -8055103 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -8055526.500000 Penalty: 5296.348633
	Iteration 14Q: 3 clusters Score -8055526 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -8055899.500000 Penalty: 5296.348633
	Iteration 15Q: 3 clusters Score -8055900 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -8056275.000000 Penalty: 5296.348633
	Iteration 16Q: 3 clusters Score -8056275 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -8056571.500000 Penalty: 5296.348633
	Iteration 17Q: 3 clusters Score -8056572 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -8056774.500000 Penalty: 5296.348633
	Iteration 18Q: 3 clusters Score -8056774 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -8056971.500000 Penalty: 5296.348633
	Iteration 19Q: 3 clusters Score -8056972 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -8057150.500000 Penalty: 5296.348633
	Iteration 20F: 3 clusters Score -8057150 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -8057233.000000 Penalty: 5296.348633
	Iteration 21Q: 3 clusters Score -8057233 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -8057351.500000 Penalty: 5296.348633
	Iteration 22Q: 3 clusters Score -8057352 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -8057418.500000 Penalty: 5296.348633
	Iteration 23Q: 3 clusters Score -8057418 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -8057473.500000 Penalty: 5296.348633
	Iteration 24Q: 3 clusters Score -8057474 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -8057538.000000 Penalty: 5296.348633
	Iteration 25Q: 3 clusters Score -8057538 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -8057584.000000 Penalty: 5296.348633
	Iteration 26Q: 3 clusters Score -8057584 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -8057639.000000 Penalty: 5296.348633
	Iteration 27Q: 3 clusters Score -8057639 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -8057690.000000 Penalty: 5296.348633
	Iteration 28Q: 3 clusters Score -8057690 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -8057694.000000 Penalty: 5296.348633
	Iteration 29Q: 3 clusters Score -8057694 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -8057710.500000 Penalty: 5296.348633
	Iteration 30Q: 3 clusters Score -8057710 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -8057748.000000 Penalty: 5296.348633
	Iteration 31Q: 3 clusters Score -8057748 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -8057765.000000 Penalty: 5296.348633
	Iteration 32Q: 3 clusters Score -8057765 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -8057783.500000 Penalty: 5296.348633
	Iteration 33Q: 3 clusters Score -8057784 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -8057791.000000 Penalty: 5296.348633
	Iteration 34Q: 3 clusters Score -8057791 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -8057820.000000 Penalty: 5296.348633
	Iteration 35Q: 3 clusters Score -8057820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -8057839.000000 Penalty: 5296.348633
	Iteration 36Q: 3 clusters Score -8057839 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -8057867.500000 Penalty: 5296.348633
	Iteration 37Q: 3 clusters Score -8057868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -8057879.500000 Penalty: 5296.348633
	Iteration 38Q: 3 clusters Score -8057880 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -8057896.000000 Penalty: 5296.348633
	Iteration 39Q: 3 clusters Score -8057896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -8057888.500000 Penalty: 5296.348633
	Iteration 40F: 3 clusters Score -8057888 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -8057925.000000 Penalty: 5296.348633
	Iteration 41Q: 3 clusters Score -8057925 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -8057956.500000 Penalty: 5296.348633
	Iteration 42Q: 3 clusters Score -8057956 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -8057971.500000 Penalty: 5296.348633
	Iteration 43Q: 3 clusters Score -8057972 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -8057976.500000 Penalty: 5296.348633
	Iteration 44Q: 3 clusters Score -8057976 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -8058006.500000 Penalty: 5296.348633
	Iteration 45Q: 3 clusters Score -8058006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -8058018.500000 Penalty: 5296.348633
	Iteration 46Q: 3 clusters Score -8058018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -8058044.500000 Penalty: 5296.348633
	Iteration 47Q: 3 clusters Score -8058044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -8058062.500000 Penalty: 5296.348633
	Iteration 48Q: 3 clusters Score -8058062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -8058066.000000 Penalty: 5296.348633
	Iteration 49Q: 3 clusters Score -8058066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -8058074.000000 Penalty: 5296.348633
	Iteration 50Q: 3 clusters Score -8058074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -8058069.000000 Penalty: 5296.348633
	Iteration 51Q: 3 clusters Score -8058069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -8058081.000000 Penalty: 5296.348633
	Iteration 52Q: 3 clusters Score -8058081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -8058105.500000 Penalty: 5296.348633
	Iteration 53Q: 3 clusters Score -8058106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -8058104.500000 Penalty: 5296.348633
	Iteration 54Q: 3 clusters Score -8058104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -8058105.500000 Penalty: 5296.348633
	Iteration 55Q: 3 clusters Score -8058106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -8058122.000000 Penalty: 5296.348633
	Iteration 56Q: 3 clusters Score -8058122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -8058133.000000 Penalty: 5296.348633
	Iteration 57Q: 3 clusters Score -8058133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -8058137.500000 Penalty: 5296.348633
	Iteration 58Q: 3 clusters Score -8058138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -8058136.500000 Penalty: 5296.348633
	Iteration 59Q: 3 clusters Score -8058136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -8058150.500000 Penalty: 5296.348633
	Iteration 60F: 3 clusters Score -8058150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -8058143.000000 Penalty: 5296.348633
	Iteration 61Q: 3 clusters Score -8058143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -8058154.500000 Penalty: 5296.348633
	Iteration 62Q: 3 clusters Score -8058154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -8058163.000000 Penalty: 5296.348633
	Iteration 63Q: 3 clusters Score -8058163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -8058173.000000 Penalty: 5296.348633
	Iteration 64Q: 3 clusters Score -8058173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -8058167.000000 Penalty: 5296.348633
	Iteration 65Q: 3 clusters Score -8058167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -8058178.500000 Penalty: 5296.348633
	Iteration 66Q: 3 clusters Score -8058178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -8058172.500000 Penalty: 5296.348633
	Iteration 67Q: 3 clusters Score -8058172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -8058170.000000 Penalty: 5296.348633
	Iteration 68Q: 3 clusters Score -8058170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -8058169.000000 Penalty: 5296.348633
	Iteration 69Q: 3 clusters Score -8058169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -8058169.000000 Penalty: 5296.348633
	Iteration 70F: 3 clusters Score -8058169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Entering Unmasked Estep 
Score: -8494112.000000 Penalty: 2661.014648
	Iteration 0F: 2 clusters Score -8494112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -8464635.000000 Penalty: 5322.029297
	Iteration 0F: 3 clusters Score -8464635 nChanged 21121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -8476123.000000 Penalty: 5322.029297
	Iteration 1F: 3 clusters Score -8476123 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -8476739.000000 Penalty: 5322.029297
	Iteration 2Q: 3 clusters Score -8476739 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -8477395.000000 Penalty: 5322.029297
	Iteration 3Q: 3 clusters Score -8477395 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -8478234.000000 Penalty: 5322.029297
	Iteration 4Q: 3 clusters Score -8478234 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -8479298.000000 Penalty: 5322.029297
	Iteration 5Q: 3 clusters Score -8479298 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -8480446.000000 Penalty: 5322.029297
	Iteration 6Q: 3 clusters Score -8480446 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -8481768.000000 Penalty: 5322.029297
	Iteration 7F: 3 clusters Score -8481768 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -8483487.000000 Penalty: 5322.029297
	Iteration 8F: 3 clusters Score -8483487 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -8485567.000000 Penalty: 5322.029297
	Iteration 9F: 3 clusters Score -8485567 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -8487868.000000 Penalty: 5322.029297
	Iteration 10F: 3 clusters Score -8487868 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -8489416.000000 Penalty: 5322.029297
	Iteration 11F: 3 clusters Score -8489416 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -8490124.000000 Penalty: 5322.029297
	Iteration 12Q: 3 clusters Score -8490124 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -8490543.000000 Penalty: 5322.029297
	Iteration 13Q: 3 clusters Score -8490543 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -8490785.000000 Penalty: 5322.029297
	Iteration 14Q: 3 clusters Score -8490785 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -8491018.000000 Penalty: 5322.029297
	Iteration 15Q: 3 clusters Score -8491018 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -8491141.000000 Penalty: 5322.029297
	Iteration 16Q: 3 clusters Score -8491141 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -8491285.000000 Penalty: 5322.029297
	Iteration 17Q: 3 clusters Score -8491285 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -8491413.000000 Penalty: 5322.029297
	Iteration 18Q: 3 clusters Score -8491413 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -8491475.000000 Penalty: 5322.029297
	Iteration 19Q: 3 clusters Score -8491475 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -8491487.000000 Penalty: 5322.029297
	Iteration 20F: 3 clusters Score -8491487 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -8491547.000000 Penalty: 5322.029297
	Iteration 21Q: 3 clusters Score -8491547 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -8491574.000000 Penalty: 5322.029297
	Iteration 22Q: 3 clusters Score -8491574 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -8491647.000000 Penalty: 5322.029297
	Iteration 23Q: 3 clusters Score -8491647 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -8491712.000000 Penalty: 5322.029297
	Iteration 24Q: 3 clusters Score -8491712 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -8491755.000000 Penalty: 5322.029297
	Iteration 25Q: 3 clusters Score -8491755 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -8491812.000000 Penalty: 5322.029297
	Iteration 26Q: 3 clusters Score -8491812 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -8491865.000000 Penalty: 5322.029297
	Iteration 27Q: 3 clusters Score -8491865 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -8491916.000000 Penalty: 5322.029297
	Iteration 28Q: 3 clusters Score -8491916 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -8491939.000000 Penalty: 5322.029297
	Iteration 29Q: 3 clusters Score -8491939 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -8491993.000000 Penalty: 5322.029297
	Iteration 30Q: 3 clusters Score -8491993 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -8492008.000000 Penalty: 5322.029297
	Iteration 31Q: 3 clusters Score -8492008 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -8492059.000000 Penalty: 5322.029297
	Iteration 32Q: 3 clusters Score -8492059 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -8492075.000000 Penalty: 5322.029297
	Iteration 33Q: 3 clusters Score -8492075 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -8492126.000000 Penalty: 5322.029297
	Iteration 34Q: 3 clusters Score -8492126 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -8492153.000000 Penalty: 5322.029297
	Iteration 35Q: 3 clusters Score -8492153 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -8492215.000000 Penalty: 5322.029297
	Iteration 36Q: 3 clusters Score -8492215 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -8492244.000000 Penalty: 5322.029297
	Iteration 37Q: 3 clusters Score -8492244 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -8492271.000000 Penalty: 5322.029297
	Iteration 38Q: 3 clusters Score -8492271 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -8492314.000000 Penalty: 5322.029297
	Iteration 39Q: 3 clusters Score -8492314 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -8492350.000000 Penalty: 5322.029297
	Iteration 40F: 3 clusters Score -8492350 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -8492433.000000 Penalty: 5322.029297
	Iteration 41Q: 3 clusters Score -8492433 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -8492442.000000 Penalty: 5322.029297
	Iteration 42Q: 3 clusters Score -8492442 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -8492456.000000 Penalty: 5322.029297
	Iteration 43Q: 3 clusters Score -8492456 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -8492510.000000 Penalty: 5322.029297
	Iteration 44Q: 3 clusters Score -8492510 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -8492561.000000 Penalty: 5322.029297
	Iteration 45Q: 3 clusters Score -8492561 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -8492584.000000 Penalty: 5322.029297
	Iteration 46Q: 3 clusters Score -8492584 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -8492582.000000 Penalty: 5322.029297
	Iteration 47Q: 3 clusters Score -8492582 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -8492619.000000 Penalty: 5322.029297
	Iteration 48Q: 3 clusters Score -8492619 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -8492647.000000 Penalty: 5322.029297
	Iteration 49Q: 3 clusters Score -8492647 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -8492675.000000 Penalty: 5322.029297
	Iteration 50Q: 3 clusters Score -8492675 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -8492696.000000 Penalty: 5322.029297
	Iteration 51Q: 3 clusters Score -8492696 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -8492745.000000 Penalty: 5322.029297
	Iteration 52Q: 3 clusters Score -8492745 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -8492756.000000 Penalty: 5322.029297
	Iteration 53Q: 3 clusters Score -8492756 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -8492791.000000 Penalty: 5322.029297
	Iteration 54Q: 3 clusters Score -8492791 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -8492840.000000 Penalty: 5322.029297
	Iteration 55Q: 3 clusters Score -8492840 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -8492857.000000 Penalty: 5322.029297
	Iteration 56Q: 3 clusters Score -8492857 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -8492866.000000 Penalty: 5322.029297
	Iteration 57Q: 3 clusters Score -8492866 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -8492905.000000 Penalty: 5322.029297
	Iteration 58Q: 3 clusters Score -8492905 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -8492942.000000 Penalty: 5322.029297
	Iteration 59Q: 3 clusters Score -8492942 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -8492959.000000 Penalty: 5322.029297
	Iteration 60F: 3 clusters Score -8492959 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -8493037.000000 Penalty: 5322.029297
	Iteration 61Q: 3 clusters Score -8493037 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -8493069.000000 Penalty: 5322.029297
	Iteration 62Q: 3 clusters Score -8493069 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -8493115.000000 Penalty: 5322.029297
	Iteration 63Q: 3 clusters Score -8493115 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -8493143.000000 Penalty: 5322.029297
	Iteration 64Q: 3 clusters Score -8493143 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -8493158.000000 Penalty: 5322.029297
	Iteration 65Q: 3 clusters Score -8493158 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -8493168.000000 Penalty: 5322.029297
	Iteration 66Q: 3 clusters Score -8493168 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -8493196.000000 Penalty: 5322.029297
	Iteration 67Q: 3 clusters Score -8493196 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -8493211.000000 Penalty: 5322.029297
	Iteration 68Q: 3 clusters Score -8493211 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -8493222.000000 Penalty: 5322.029297
	Iteration 69Q: 3 clusters Score -8493222 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8493219.000000 Penalty: 5322.029297
	Iteration 70Q: 3 clusters Score -8493219 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -8493219.000000 Penalty: 5322.029297
	Iteration 71Q: 3 clusters Score -8493219 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -8493228.000000 Penalty: 5322.029297
	Iteration 72Q: 3 clusters Score -8493228 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -8493253.000000 Penalty: 5322.029297
	Iteration 73Q: 3 clusters Score -8493253 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -8493223.000000 Penalty: 5322.029297
	Iteration 74Q: 3 clusters Score -8493223 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -8493222.000000 Penalty: 5322.029297
	Iteration 75Q: 3 clusters Score -8493222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -8493221.000000 Penalty: 5322.029297
	Iteration 76Q: 3 clusters Score -8493221 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -8493239.000000 Penalty: 5322.029297
	Iteration 77Q: 3 clusters Score -8493239 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -8493233.000000 Penalty: 5322.029297
	Iteration 78Q: 3 clusters Score -8493233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -8493227.000000 Penalty: 5322.029297
	Iteration 79Q: 3 clusters Score -8493227 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -8493246.000000 Penalty: 5322.029297
	Iteration 80F: 3 clusters Score -8493246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -8493252.000000 Penalty: 5322.029297
	Iteration 81Q: 3 clusters Score -8493252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -8493252.000000 Penalty: 5322.029297
	Iteration 82Q: 3 clusters Score -8493252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -8493247.000000 Penalty: 5322.029297
	Iteration 83Q: 3 clusters Score -8493247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -8493246.000000 Penalty: 5322.029297
	Iteration 84Q: 3 clusters Score -8493246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -8493239.000000 Penalty: 5322.029297
	Iteration 85Q: 3 clusters Score -8493239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -8493227.000000 Penalty: 5322.029297
	Iteration 86Q: 3 clusters Score -8493227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -8493227.000000 Penalty: 5322.029297
	Iteration 87Q: 3 clusters Score -8493227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -8493213.000000 Penalty: 5322.029297
	Iteration 88Q: 3 clusters Score -8493213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -8493217.000000 Penalty: 5322.029297
	Iteration 89Q: 3 clusters Score -8493217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -8493212.000000 Penalty: 5322.029297
	Iteration 90Q: 3 clusters Score -8493212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -8493210.000000 Penalty: 5322.029297
	Iteration 91Q: 3 clusters Score -8493210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -8493229.000000 Penalty: 5322.029297
	Iteration 92Q: 3 clusters Score -8493229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -8493226.000000 Penalty: 5322.029297
	Iteration 93Q: 3 clusters Score -8493226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -8493234.000000 Penalty: 5322.029297
	Iteration 94Q: 3 clusters Score -8493234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8493230.000000 Penalty: 5322.029297
	Iteration 95Q: 3 clusters Score -8493230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -8493222.000000 Penalty: 5322.029297
	Iteration 96Q: 3 clusters Score -8493222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -8493233.000000 Penalty: 5322.029297
	Iteration 97Q: 3 clusters Score -8493233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -8493228.000000 Penalty: 5322.029297
	Iteration 98Q: 3 clusters Score -8493228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -8493225.000000 Penalty: 5322.029297
	Iteration 99Q: 3 clusters Score -8493225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -8493223.000000 Penalty: 5322.029297
	Iteration 100F: 3 clusters Score -8493223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -8493228.000000 Penalty: 5322.029297
	Iteration 101Q: 3 clusters Score -8493228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -8493229.000000 Penalty: 5322.029297
	Iteration 102Q: 3 clusters Score -8493229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -8493235.000000 Penalty: 5322.029297
	Iteration 103Q: 3 clusters Score -8493235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -8493229.000000 Penalty: 5322.029297
	Iteration 104Q: 3 clusters Score -8493229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -8493238.000000 Penalty: 5322.029297
	Iteration 105Q: 3 clusters Score -8493238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -8493237.000000 Penalty: 5322.029297
	Iteration 106Q: 3 clusters Score -8493237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -8493232.000000 Penalty: 5322.029297
	Iteration 107Q: 3 clusters Score -8493232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -8493232.000000 Penalty: 5322.029297
	Iteration 108F: 3 clusters Score -8493232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Entering Unmasked Estep 
Score: -8751943.000000 Penalty: 2663.965332
	Iteration 0F: 2 clusters Score -8751943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -8723227.000000 Penalty: 5327.930664
	Iteration 0F: 3 clusters Score -8723227 nChanged 21532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -8735488.000000 Penalty: 5327.930664
	Iteration 1F: 3 clusters Score -8735488 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -8736242.000000 Penalty: 5327.930664
	Iteration 2Q: 3 clusters Score -8736242 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -8737165.000000 Penalty: 5327.930664
	Iteration 3Q: 3 clusters Score -8737165 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -8738449.000000 Penalty: 5327.930664
	Iteration 4F: 3 clusters Score -8738449 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -8740355.000000 Penalty: 5327.930664
	Iteration 5F: 3 clusters Score -8740355 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -8742838.000000 Penalty: 5327.930664
	Iteration 6F: 3 clusters Score -8742838 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -8745366.000000 Penalty: 5327.930664
	Iteration 7F: 3 clusters Score -8745366 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -8747684.000000 Penalty: 5327.930664
	Iteration 8F: 3 clusters Score -8747684 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8748989.000000 Penalty: 5327.930664
	Iteration 9Q: 3 clusters Score -8748989 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -8749481.000000 Penalty: 5327.930664
	Iteration 10Q: 3 clusters Score -8749481 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -8749673.000000 Penalty: 5327.930664
	Iteration 11Q: 3 clusters Score -8749673 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -8749691.000000 Penalty: 5327.930664
	Iteration 12Q: 3 clusters Score -8749691 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -8749732.000000 Penalty: 5327.930664
	Iteration 13Q: 3 clusters Score -8749732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -8749754.000000 Penalty: 5327.930664
	Iteration 14Q: 3 clusters Score -8749754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -8749799.000000 Penalty: 5327.930664
	Iteration 15Q: 3 clusters Score -8749799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -8749822.000000 Penalty: 5327.930664
	Iteration 16Q: 3 clusters Score -8749822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -8749829.000000 Penalty: 5327.930664
	Iteration 17Q: 3 clusters Score -8749829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -8749845.000000 Penalty: 5327.930664
	Iteration 18Q: 3 clusters Score -8749845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -8749845.000000 Penalty: 5327.930664
	Iteration 19Q: 3 clusters Score -8749845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -8749850.000000 Penalty: 5327.930664
	Iteration 20F: 3 clusters Score -8749850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -8749850.000000 Penalty: 5327.930664
	Iteration 21Q: 3 clusters Score -8749850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -8749854.000000 Penalty: 5327.930664
	Iteration 22Q: 3 clusters Score -8749854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -8749850.000000 Penalty: 5327.930664
	Iteration 23Q: 3 clusters Score -8749850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -8749853.000000 Penalty: 5327.930664
	Iteration 24Q: 3 clusters Score -8749853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -8749861.000000 Penalty: 5327.930664
	Iteration 25Q: 3 clusters Score -8749861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -8749866.000000 Penalty: 5327.930664
	Iteration 26Q: 3 clusters Score -8749866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -8749873.000000 Penalty: 5327.930664
	Iteration 27Q: 3 clusters Score -8749873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -8749873.000000 Penalty: 5327.930664
	Iteration 28F: 3 clusters Score -8749873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Entering Unmasked Estep 
Score: -8607292.000000 Penalty: 2666.753906
	Iteration 0F: 2 clusters Score -8607292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -8576596.000000 Penalty: 5333.507812
	Iteration 0F: 3 clusters Score -8576596 nChanged 21629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -8588343.000000 Penalty: 5333.507812
	Iteration 1F: 3 clusters Score -8588343 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -8588819.000000 Penalty: 5333.507812
	Iteration 2Q: 3 clusters Score -8588819 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -8589235.000000 Penalty: 5333.507812
	Iteration 3Q: 3 clusters Score -8589235 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -8589678.000000 Penalty: 5333.507812
	Iteration 4Q: 3 clusters Score -8589678 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -8590214.000000 Penalty: 5333.507812
	Iteration 5Q: 3 clusters Score -8590214 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -8590901.000000 Penalty: 5333.507812
	Iteration 6Q: 3 clusters Score -8590901 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -8591888.000000 Penalty: 5333.507812
	Iteration 7Q: 3 clusters Score -8591888 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -8593078.000000 Penalty: 5333.507812
	Iteration 8Q: 3 clusters Score -8593078 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -8594446.000000 Penalty: 5333.507812
	Iteration 9Q: 3 clusters Score -8594446 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -8596019.000000 Penalty: 5333.507812
	Iteration 10F: 3 clusters Score -8596019 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -8597511.000000 Penalty: 5333.507812
	Iteration 11F: 3 clusters Score -8597511 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -8598849.000000 Penalty: 5333.507812
	Iteration 12Q: 3 clusters Score -8598849 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -8599847.000000 Penalty: 5333.507812
	Iteration 13Q: 3 clusters Score -8599847 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -8600568.000000 Penalty: 5333.507812
	Iteration 14Q: 3 clusters Score -8600568 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -8601069.000000 Penalty: 5333.507812
	Iteration 15Q: 3 clusters Score -8601069 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -8601426.000000 Penalty: 5333.507812
	Iteration 16Q: 3 clusters Score -8601426 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -8601781.000000 Penalty: 5333.507812
	Iteration 17Q: 3 clusters Score -8601781 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -8602092.000000 Penalty: 5333.507812
	Iteration 18Q: 3 clusters Score -8602092 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -8602392.000000 Penalty: 5333.507812
	Iteration 19Q: 3 clusters Score -8602392 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -8602687.000000 Penalty: 5333.507812
	Iteration 20F: 3 clusters Score -8602687 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -8602917.000000 Penalty: 5333.507812
	Iteration 21Q: 3 clusters Score -8602917 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -8603164.000000 Penalty: 5333.507812
	Iteration 22Q: 3 clusters Score -8603164 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -8603429.000000 Penalty: 5333.507812
	Iteration 23Q: 3 clusters Score -8603429 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -8603661.000000 Penalty: 5333.507812
	Iteration 24Q: 3 clusters Score -8603661 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8603874.000000 Penalty: 5333.507812
	Iteration 25Q: 3 clusters Score -8603874 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -8604064.000000 Penalty: 5333.507812
	Iteration 26Q: 3 clusters Score -8604064 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -8604225.000000 Penalty: 5333.507812
	Iteration 27Q: 3 clusters Score -8604225 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8604396.000000 Penalty: 5333.507812
	Iteration 28Q: 3 clusters Score -8604396 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -8604581.000000 Penalty: 5333.507812
	Iteration 29Q: 3 clusters Score -8604581 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -8604690.000000 Penalty: 5333.507812
	Iteration 30Q: 3 clusters Score -8604690 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8604764.000000 Penalty: 5333.507812
	Iteration 31Q: 3 clusters Score -8604764 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8604825.000000 Penalty: 5333.507812
	Iteration 32Q: 3 clusters Score -8604825 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8604865.000000 Penalty: 5333.507812
	Iteration 33Q: 3 clusters Score -8604865 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -8604931.000000 Penalty: 5333.507812
	Iteration 34Q: 3 clusters Score -8604931 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8604971.000000 Penalty: 5333.507812
	Iteration 35Q: 3 clusters Score -8604971 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8604994.000000 Penalty: 5333.507812
	Iteration 36Q: 3 clusters Score -8604994 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8605043.000000 Penalty: 5333.507812
	Iteration 37Q: 3 clusters Score -8605043 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8605074.000000 Penalty: 5333.507812
	Iteration 38Q: 3 clusters Score -8605074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8605083.000000 Penalty: 5333.507812
	Iteration 39Q: 3 clusters Score -8605083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8605104.000000 Penalty: 5333.507812
	Iteration 40F: 3 clusters Score -8605104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8605095.000000 Penalty: 5333.507812
	Iteration 41Q: 3 clusters Score -8605095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8605117.000000 Penalty: 5333.507812
	Iteration 42Q: 3 clusters Score -8605117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8605121.000000 Penalty: 5333.507812
	Iteration 43Q: 3 clusters Score -8605121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8605126.000000 Penalty: 5333.507812
	Iteration 44Q: 3 clusters Score -8605126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8605124.000000 Penalty: 5333.507812
	Iteration 45Q: 3 clusters Score -8605124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8605135.000000 Penalty: 5333.507812
	Iteration 46Q: 3 clusters Score -8605135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8605138.000000 Penalty: 5333.507812
	Iteration 47Q: 3 clusters Score -8605138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8605152.000000 Penalty: 5333.507812
	Iteration 48Q: 3 clusters Score -8605152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8605168.000000 Penalty: 5333.507812
	Iteration 49Q: 3 clusters Score -8605168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8605190.000000 Penalty: 5333.507812
	Iteration 50Q: 3 clusters Score -8605190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8605191.000000 Penalty: 5333.507812
	Iteration 51Q: 3 clusters Score -8605191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8605187.000000 Penalty: 5333.507812
	Iteration 52Q: 3 clusters Score -8605187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8605195.000000 Penalty: 5333.507812
	Iteration 53Q: 3 clusters Score -8605195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8605198.000000 Penalty: 5333.507812
	Iteration 54Q: 3 clusters Score -8605198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8605201.000000 Penalty: 5333.507812
	Iteration 55Q: 3 clusters Score -8605201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8605207.000000 Penalty: 5333.507812
	Iteration 56Q: 3 clusters Score -8605207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8605206.000000 Penalty: 5333.507812
	Iteration 57Q: 3 clusters Score -8605206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8605211.000000 Penalty: 5333.507812
	Iteration 58Q: 3 clusters Score -8605211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8605212.000000 Penalty: 5333.507812
	Iteration 59Q: 3 clusters Score -8605212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8605208.000000 Penalty: 5333.507812
	Iteration 60F: 3 clusters Score -8605208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8605201.000000 Penalty: 5333.507812
	Iteration 61Q: 3 clusters Score -8605201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8605224.000000 Penalty: 5333.507812
	Iteration 62Q: 3 clusters Score -8605224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8605223.000000 Penalty: 5333.507812
	Iteration 63Q: 3 clusters Score -8605223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8605216.000000 Penalty: 5333.507812
	Iteration 64Q: 3 clusters Score -8605216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8605222.000000 Penalty: 5333.507812
	Iteration 65Q: 3 clusters Score -8605222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8605227.000000 Penalty: 5333.507812
	Iteration 66Q: 3 clusters Score -8605227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8605226.000000 Penalty: 5333.507812
	Iteration 67Q: 3 clusters Score -8605226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8605226.000000 Penalty: 5333.507812
	Iteration 68F: 3 clusters Score -8605226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -77540.992188 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -77540.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76016.851562 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -76016.85 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76336.398438 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -76336.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76588.843750 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -76588.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76742.375000 Penalty: 3171.221191
	Iteration 3F: 3 clusters Score -76742.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76851.335938 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -76851.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76906.328125 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -76906.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76971.593750 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -76971.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77037.546875 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -77037.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77085.000000 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -77085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77110.140625 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -77110.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77140.843750 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -77140.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77153.890625 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -77153.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77154.703125 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -77154.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77154.703125 Penalty: 3171.221191
	Iteration 13F: 3 clusters Score -77154.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Entering Unmasked Estep 
Score: -8745162.000000 Penalty: 2668.797363
	Iteration 0F: 2 clusters Score -8745162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -8715297.000000 Penalty: 5337.594727
	Iteration 0F: 3 clusters Score -8715297 nChanged 21721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -8727538.000000 Penalty: 5337.594727
	Iteration 1F: 3 clusters Score -8727538 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -8728196.000000 Penalty: 5337.594727
	Iteration 2Q: 3 clusters Score -8728196 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -8728972.000000 Penalty: 5337.594727
	Iteration 3Q: 3 clusters Score -8728972 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -8729923.000000 Penalty: 5337.594727
	Iteration 4Q: 3 clusters Score -8729923 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -8731400.000000 Penalty: 5337.594727
	Iteration 5Q: 3 clusters Score -8731400 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -8733274.000000 Penalty: 5337.594727
	Iteration 6F: 3 clusters Score -8733274 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -8735665.000000 Penalty: 5337.594727
	Iteration 7F: 3 clusters Score -8735665 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -8738163.000000 Penalty: 5337.594727
	Iteration 8F: 3 clusters Score -8738163 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -8740361.000000 Penalty: 5337.594727
	Iteration 9F: 3 clusters Score -8740361 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -8741772.000000 Penalty: 5337.594727
	Iteration 10Q: 3 clusters Score -8741772 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -8742397.000000 Penalty: 5337.594727
	Iteration 11Q: 3 clusters Score -8742397 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -8742720.000000 Penalty: 5337.594727
	Iteration 12Q: 3 clusters Score -8742720 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -8742845.000000 Penalty: 5337.594727
	Iteration 13Q: 3 clusters Score -8742845 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -8742885.000000 Penalty: 5337.594727
	Iteration 14Q: 3 clusters Score -8742885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -8742954.000000 Penalty: 5337.594727
	Iteration 15Q: 3 clusters Score -8742954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -8742963.000000 Penalty: 5337.594727
	Iteration 16Q: 3 clusters Score -8742963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -8742999.000000 Penalty: 5337.594727
	Iteration 17Q: 3 clusters Score -8742999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -8743008.000000 Penalty: 5337.594727
	Iteration 18Q: 3 clusters Score -8743008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -8743023.000000 Penalty: 5337.594727
	Iteration 19Q: 3 clusters Score -8743023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -8743019.000000 Penalty: 5337.594727
	Iteration 20F: 3 clusters Score -8743019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -8743033.000000 Penalty: 5337.594727
	Iteration 21Q: 3 clusters Score -8743033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -8743034.000000 Penalty: 5337.594727
	Iteration 22Q: 3 clusters Score -8743034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -8743044.000000 Penalty: 5337.594727
	Iteration 23Q: 3 clusters Score -8743044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -8743043.000000 Penalty: 5337.594727
	Iteration 24Q: 3 clusters Score -8743043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -8743040.000000 Penalty: 5337.594727
	Iteration 25Q: 3 clusters Score -8743040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -8743035.000000 Penalty: 5337.594727
	Iteration 26Q: 3 clusters Score -8743035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -8743035.000000 Penalty: 5337.594727
	Iteration 27F: 3 clusters Score -8743035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Entering Unmasked Estep 
Score: -8576991.000000 Penalty: 2665.072754
	Iteration 0F: 2 clusters Score -8576991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8546684.000000 Penalty: 5330.145508
	Iteration 0F: 3 clusters Score -8546684 nChanged 21306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -8558464.000000 Penalty: 5330.145508
	Iteration 1F: 3 clusters Score -8558464 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -8559040.000000 Penalty: 5330.145508
	Iteration 2Q: 3 clusters Score -8559040 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -8559658.000000 Penalty: 5330.145508
	Iteration 3Q: 3 clusters Score -8559658 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -8560478.000000 Penalty: 5330.145508
	Iteration 4Q: 3 clusters Score -8560478 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -8561515.000000 Penalty: 5330.145508
	Iteration 5Q: 3 clusters Score -8561515 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -8562914.000000 Penalty: 5330.145508
	Iteration 6F: 3 clusters Score -8562914 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -8564521.000000 Penalty: 5330.145508
	Iteration 7F: 3 clusters Score -8564521 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -8566105.000000 Penalty: 5330.145508
	Iteration 8F: 3 clusters Score -8566105 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -8567702.000000 Penalty: 5330.145508
	Iteration 9F: 3 clusters Score -8567702 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -8569057.000000 Penalty: 5330.145508
	Iteration 10F: 3 clusters Score -8569057 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -8569960.000000 Penalty: 5330.145508
	Iteration 11Q: 3 clusters Score -8569960 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -8570459.000000 Penalty: 5330.145508
	Iteration 12Q: 3 clusters Score -8570459 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -8570734.000000 Penalty: 5330.145508
	Iteration 13Q: 3 clusters Score -8570734 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -8570920.000000 Penalty: 5330.145508
	Iteration 14Q: 3 clusters Score -8570920 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -8571082.000000 Penalty: 5330.145508
	Iteration 15Q: 3 clusters Score -8571082 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -8571255.000000 Penalty: 5330.145508
	Iteration 16Q: 3 clusters Score -8571255 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -8571440.000000 Penalty: 5330.145508
	Iteration 17Q: 3 clusters Score -8571440 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -8571663.000000 Penalty: 5330.145508
	Iteration 18Q: 3 clusters Score -8571663 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -8571902.000000 Penalty: 5330.145508
	Iteration 19Q: 3 clusters Score -8571902 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -8572130.000000 Penalty: 5330.145508
	Iteration 20F: 3 clusters Score -8572130 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -8572453.000000 Penalty: 5330.145508
	Iteration 21Q: 3 clusters Score -8572453 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -8572748.000000 Penalty: 5330.145508
	Iteration 22Q: 3 clusters Score -8572748 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -8573108.000000 Penalty: 5330.145508
	Iteration 23Q: 3 clusters Score -8573108 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -8573536.000000 Penalty: 5330.145508
	Iteration 24Q: 3 clusters Score -8573536 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -8573959.000000 Penalty: 5330.145508
	Iteration 25Q: 3 clusters Score -8573959 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -8574362.000000 Penalty: 5330.145508
	Iteration 26Q: 3 clusters Score -8574362 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -8574700.000000 Penalty: 5330.145508
	Iteration 27Q: 3 clusters Score -8574700 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -8574986.000000 Penalty: 5330.145508
	Iteration 28Q: 3 clusters Score -8574986 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -8575283.000000 Penalty: 5330.145508
	Iteration 29Q: 3 clusters Score -8575283 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -8575505.000000 Penalty: 5330.145508
	Iteration 30Q: 3 clusters Score -8575505 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -8575718.000000 Penalty: 5330.145508
	Iteration 31Q: 3 clusters Score -8575718 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -8575874.000000 Penalty: 5330.145508
	Iteration 32Q: 3 clusters Score -8575874 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -8576027.000000 Penalty: 5330.145508
	Iteration 33Q: 3 clusters Score -8576027 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -8576117.000000 Penalty: 5330.145508
	Iteration 34Q: 3 clusters Score -8576117 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8576244.000000 Penalty: 5330.145508
	Iteration 35Q: 3 clusters Score -8576244 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -8576329.000000 Penalty: 5330.145508
	Iteration 36Q: 3 clusters Score -8576329 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -8576372.000000 Penalty: 5330.145508
	Iteration 37Q: 3 clusters Score -8576372 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8576406.000000 Penalty: 5330.145508
	Iteration 38Q: 3 clusters Score -8576406 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -8576464.000000 Penalty: 5330.145508
	Iteration 39Q: 3 clusters Score -8576464 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -8576476.000000 Penalty: 5330.145508
	Iteration 40F: 3 clusters Score -8576476 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -8576479.000000 Penalty: 5330.145508
	Iteration 41Q: 3 clusters Score -8576479 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8576501.000000 Penalty: 5330.145508
	Iteration 42Q: 3 clusters Score -8576501 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8576545.000000 Penalty: 5330.145508
	Iteration 43Q: 3 clusters Score -8576545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -8576538.000000 Penalty: 5330.145508
	Iteration 44Q: 3 clusters Score -8576538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8576540.000000 Penalty: 5330.145508
	Iteration 45Q: 3 clusters Score -8576540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8576534.000000 Penalty: 5330.145508
	Iteration 46Q: 3 clusters Score -8576534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8576533.000000 Penalty: 5330.145508
	Iteration 47Q: 3 clusters Score -8576533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -8576542.000000 Penalty: 5330.145508
	Iteration 48Q: 3 clusters Score -8576542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -8576549.000000 Penalty: 5330.145508
	Iteration 49Q: 3 clusters Score -8576549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8576548.000000 Penalty: 5330.145508
	Iteration 50Q: 3 clusters Score -8576548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8576556.000000 Penalty: 5330.145508
	Iteration 51Q: 3 clusters Score -8576556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -8576546.000000 Penalty: 5330.145508
	Iteration 52Q: 3 clusters Score -8576546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -8576547.000000 Penalty: 5330.145508
	Iteration 53Q: 3 clusters Score -8576547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -8576537.000000 Penalty: 5330.145508
	Iteration 54Q: 3 clusters Score -8576537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8576528.000000 Penalty: 5330.145508
	Iteration 55Q: 3 clusters Score -8576528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8576519.000000 Penalty: 5330.145508
	Iteration 56Q: 3 clusters Score -8576519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -8576524.000000 Penalty: 5330.145508
	Iteration 57Q: 3 clusters Score -8576524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -8576518.000000 Penalty: 5330.145508
	Iteration 58Q: 3 clusters Score -8576518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -8576519.000000 Penalty: 5330.145508
	Iteration 59Q: 3 clusters Score -8576519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8576520.000000 Penalty: 5330.145508
	Iteration 60F: 3 clusters Score -8576520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8576517.000000 Penalty: 5330.145508
	Iteration 61Q: 3 clusters Score -8576517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -8576518.000000 Penalty: 5330.145508
	Iteration 62Q: 3 clusters Score -8576518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -8576511.000000 Penalty: 5330.145508
	Iteration 63Q: 3 clusters Score -8576511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -8576514.000000 Penalty: 5330.145508
	Iteration 64Q: 3 clusters Score -8576514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -8576514.000000 Penalty: 5330.145508
	Iteration 65F: 3 clusters Score -8576514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -119392.781250 Penalty: 1650.549194
	Iteration 0F: 2 clusters Score -119392.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117647.789062 Penalty: 3301.098389
	Iteration 0F: 3 clusters Score -117647.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117951.484375 Penalty: 3301.098389
	Iteration 1F: 3 clusters Score -117951.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -118064.578125 Penalty: 3301.098389
	Iteration 2F: 3 clusters Score -118064.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -118123.656250 Penalty: 3301.098389
	Iteration 3Q: 3 clusters Score -118123.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118194.812500 Penalty: 3301.098389
	Iteration 4Q: 3 clusters Score -118194.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118279.257812 Penalty: 3301.098389
	Iteration 5Q: 3 clusters Score -118279.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118395.000000 Penalty: 3301.098389
	Iteration 6Q: 3 clusters Score -118395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118528.203125 Penalty: 3301.098389
	Iteration 7Q: 3 clusters Score -118528.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118673.195312 Penalty: 3301.098389
	Iteration 8F: 3 clusters Score -118673.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118770.414062 Penalty: 3301.098389
	Iteration 9Q: 3 clusters Score -118770.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118856.078125 Penalty: 3301.098389
	Iteration 10Q: 3 clusters Score -118856.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118925.531250 Penalty: 3301.098389
	Iteration 11Q: 3 clusters Score -118925.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -118998.898438 Penalty: 3301.098389
	Iteration 12Q: 3 clusters Score -118998.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -119113.234375 Penalty: 3301.098389
	Iteration 13Q: 3 clusters Score -119113.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -119206.765625 Penalty: 3301.098389
	Iteration 14Q: 3 clusters Score -119206.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -119295.406250 Penalty: 3301.098389
	Iteration 15Q: 3 clusters Score -119295.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -119341.421875 Penalty: 3301.098389
	Iteration 16Q: 3 clusters Score -119341.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -119398.554688 Penalty: 3301.098389
	Iteration 17Q: 3 clusters Score -119398.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -119435.218750 Penalty: 3301.098389
	Iteration 18Q: 3 clusters Score -119435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -119437.179688 Penalty: 3301.098389
	Iteration 19Q: 3 clusters Score -119437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -119438.062500 Penalty: 3301.098389
	Iteration 20F: 3 clusters Score -119438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -119441.570312 Penalty: 3301.098389
	Iteration 21Q: 3 clusters Score -119441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -119447.859375 Penalty: 3301.098389
	Iteration 22Q: 3 clusters Score -119447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -119454.960938 Penalty: 3301.098389
	Iteration 23Q: 3 clusters Score -119455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -119454.960938 Penalty: 3301.098389
	Iteration 24F: 3 clusters Score -119455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45384 members 
Mstep: Class 4 contains 48465 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 41861 members 
Mstep: Class 7 contains 45241 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43818 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28907 members 
Mstep: Class 13 contains 43396 members 
Mstep: Class 14 contains 45702 members 
Mstep: Class 15 contains 46249 members 
Mstep: Class 16 contains 46772 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47159 members 
Mstep: Class 19 contains 46456 members 
Mstep: Class 20 contains 465 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 312 members 
Entering Unmasked Estep 
Score: -106670576.000000 Penalty: 72451.218750
Splitting cluster 20 changes total score from -106672176.000000 to -106670576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -153759.484375 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -153759.5 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 462 members 
Entering Unmasked Estep 
Score: -151881.406250 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -151881.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -152152.687500 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -152152.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -152319.515625 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -152319.5 nChanged 49
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: -152404.781250 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -152404.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -152467.750000 Penalty: 3397.662598
	Iteration 4Q: 3 clusters Score -152467.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -152522.484375 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -152522.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -152547.812500 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -152547.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152552.218750 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -152552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152556.265625 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -152556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152558.000000 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -152558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152560.140625 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -152560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -152561.500000 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -152561.5 nChanged 1
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: -152562.453125 Penalty: 3397.662598
	Iteration 12Q: 3 clusters Score -152562.5 nChanged 0
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: -152562.453125 Penalty: 3397.662598
	Iteration 13F: 3 clusters Score -152562.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45384 members 
Mstep: Class 4 contains 48465 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 41861 members 
Mstep: Class 7 contains 45241 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43818 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28907 members 
Mstep: Class 13 contains 43396 members 
Mstep: Class 14 contains 45702 members 
Mstep: Class 15 contains 46249 members 
Mstep: Class 16 contains 46772 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47159 members 
Mstep: Class 19 contains 46456 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672184.000000 Penalty: 69157.984375
Iteration 119Q: 22 clusters Score -1.066722e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45434 members 
Mstep: Class 4 contains 48403 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 41867 members 
Mstep: Class 7 contains 45279 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43803 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28915 members 
Mstep: Class 13 contains 43412 members 
Mstep: Class 14 contains 45725 members 
Mstep: Class 15 contains 46261 members 
Mstep: Class 16 contains 46658 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47161 members 
Mstep: Class 19 contains 46504 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672480.000000 Penalty: 69157.984375
Iteration 120F: 22 clusters Score -1.066725e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45448 members 
Mstep: Class 4 contains 48384 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 41892 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 43791 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28928 members 
Mstep: Class 13 contains 43415 members 
Mstep: Class 14 contains 45756 members 
Mstep: Class 15 contains 46294 members 
Mstep: Class 16 contains 46580 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47173 members 
Mstep: Class 19 contains 46549 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672472.000000 Penalty: 69157.984375
Iteration 121Q: 22 clusters Score -1.066725e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45469 members 
Mstep: Class 4 contains 48365 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 41928 members 
Mstep: Class 7 contains 45230 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 43812 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28925 members 
Mstep: Class 13 contains 43443 members 
Mstep: Class 14 contains 45799 members 
Mstep: Class 15 contains 46296 members 
Mstep: Class 16 contains 46515 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47160 members 
Mstep: Class 19 contains 46571 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672440.000000 Penalty: 69157.984375
Iteration 122Q: 22 clusters Score -1.066724e+08 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45446 members 
Mstep: Class 4 contains 48326 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 41974 members 
Mstep: Class 7 contains 45178 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 43821 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28898 members 
Mstep: Class 13 contains 43457 members 
Mstep: Class 14 contains 45823 members 
Mstep: Class 15 contains 46301 members 
Mstep: Class 16 contains 46516 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47179 members 
Mstep: Class 19 contains 46608 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672672.000000 Penalty: 69157.984375
Iteration 123Q: 22 clusters Score -1.066727e+08 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45432 members 
Mstep: Class 4 contains 48261 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 42010 members 
Mstep: Class 7 contains 45129 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 43851 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28889 members 
Mstep: Class 13 contains 43436 members 
Mstep: Class 14 contains 45853 members 
Mstep: Class 15 contains 46312 members 
Mstep: Class 16 contains 46533 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47209 members 
Mstep: Class 19 contains 46634 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672624.000000 Penalty: 69157.984375
Iteration 124Q: 22 clusters Score -1.066726e+08 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45436 members 
Mstep: Class 4 contains 48226 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 42017 members 
Mstep: Class 7 contains 45112 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 43900 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28893 members 
Mstep: Class 13 contains 43439 members 
Mstep: Class 14 contains 45879 members 
Mstep: Class 15 contains 46319 members 
Mstep: Class 16 contains 46497 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47227 members 
Mstep: Class 19 contains 46623 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672792.000000 Penalty: 69157.984375
Iteration 125Q: 22 clusters Score -1.066728e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45417 members 
Mstep: Class 4 contains 48227 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 42039 members 
Mstep: Class 7 contains 45080 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 43894 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28897 members 
Mstep: Class 13 contains 43415 members 
Mstep: Class 14 contains 45919 members 
Mstep: Class 15 contains 46351 members 
Mstep: Class 16 contains 46450 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47262 members 
Mstep: Class 19 contains 46675 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673400.000000 Penalty: 69157.984375
Iteration 126Q: 22 clusters Score -1.066734e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45403 members 
Mstep: Class 4 contains 48220 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 42065 members 
Mstep: Class 7 contains 44994 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 43895 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28890 members 
Mstep: Class 13 contains 43425 members 
Mstep: Class 14 contains 45966 members 
Mstep: Class 15 contains 46349 members 
Mstep: Class 16 contains 46450 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47269 members 
Mstep: Class 19 contains 46717 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673608.000000 Penalty: 69157.984375
Iteration 127Q: 22 clusters Score -1.066736e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45434 members 
Mstep: Class 4 contains 48199 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 42061 members 
Mstep: Class 7 contains 44949 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 43851 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28881 members 
Mstep: Class 13 contains 43456 members 
Mstep: Class 14 contains 45966 members 
Mstep: Class 15 contains 46317 members 
Mstep: Class 16 contains 46496 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47285 members 
Mstep: Class 19 contains 46768 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673872.000000 Penalty: 69157.984375
Iteration 128Q: 22 clusters Score -1.066739e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45478 members 
Mstep: Class 4 contains 48172 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42073 members 
Mstep: Class 7 contains 44915 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1313 members 
Mstep: Class 10 contains 43811 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28883 members 
Mstep: Class 13 contains 43463 members 
Mstep: Class 14 contains 45949 members 
Mstep: Class 15 contains 46298 members 
Mstep: Class 16 contains 46500 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47320 members 
Mstep: Class 19 contains 46817 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673848.000000 Penalty: 69157.984375
Iteration 129Q: 22 clusters Score -1.066738e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45514 members 
Mstep: Class 4 contains 48154 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42086 members 
Mstep: Class 7 contains 44909 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 43796 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28891 members 
Mstep: Class 13 contains 43479 members 
Mstep: Class 14 contains 45922 members 
Mstep: Class 15 contains 46319 members 
Mstep: Class 16 contains 46493 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47309 members 
Mstep: Class 19 contains 46828 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674264.000000 Penalty: 69157.984375
Iteration 130Q: 22 clusters Score -1.066743e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45544 members 
Mstep: Class 4 contains 48171 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42104 members 
Mstep: Class 7 contains 44909 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 43792 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28892 members 
Mstep: Class 13 contains 43456 members 
Mstep: Class 14 contains 45894 members 
Mstep: Class 15 contains 46293 members 
Mstep: Class 16 contains 46481 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47329 members 
Mstep: Class 19 contains 46830 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674352.000000 Penalty: 69157.984375
Iteration 131Q: 22 clusters Score -1.066744e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45560 members 
Mstep: Class 4 contains 48166 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42127 members 
Mstep: Class 7 contains 44930 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 43791 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28892 members 
Mstep: Class 13 contains 43479 members 
Mstep: Class 14 contains 45884 members 
Mstep: Class 15 contains 46287 members 
Mstep: Class 16 contains 46423 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47330 members 
Mstep: Class 19 contains 46824 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674440.000000 Penalty: 69157.984375
Iteration 132Q: 22 clusters Score -1.066744e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45563 members 
Mstep: Class 4 contains 48166 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42179 members 
Mstep: Class 7 contains 44910 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 43778 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28884 members 
Mstep: Class 13 contains 43464 members 
Mstep: Class 14 contains 45866 members 
Mstep: Class 15 contains 46280 members 
Mstep: Class 16 contains 46405 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47327 members 
Mstep: Class 19 contains 46861 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674384.000000 Penalty: 69157.984375
Iteration 133Q: 22 clusters Score -1.066744e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45597 members 
Mstep: Class 4 contains 48176 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42206 members 
Mstep: Class 7 contains 44900 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 43782 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28884 members 
Mstep: Class 13 contains 43481 members 
Mstep: Class 14 contains 45854 members 
Mstep: Class 15 contains 46292 members 
Mstep: Class 16 contains 46375 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47301 members 
Mstep: Class 19 contains 46854 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674464.000000 Penalty: 69157.984375
Iteration 134Q: 22 clusters Score -1.066745e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45621 members 
Mstep: Class 4 contains 48252 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 42216 members 
Mstep: Class 7 contains 44921 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 43767 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28875 members 
Mstep: Class 13 contains 43447 members 
Mstep: Class 14 contains 45860 members 
Mstep: Class 15 contains 46252 members 
Mstep: Class 16 contains 46374 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47287 members 
Mstep: Class 19 contains 46854 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674552.000000 Penalty: 69157.984375
Iteration 135Q: 22 clusters Score -1.066746e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45646 members 
Mstep: Class 4 contains 48295 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 42228 members 
Mstep: Class 7 contains 44875 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 43762 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28875 members 
Mstep: Class 13 contains 43411 members 
Mstep: Class 14 contains 45870 members 
Mstep: Class 15 contains 46270 members 
Mstep: Class 16 contains 46372 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47290 members 
Mstep: Class 19 contains 46864 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674392.000000 Penalty: 69157.984375
Iteration 136Q: 22 clusters Score -1.066744e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45684 members 
Mstep: Class 4 contains 48304 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 42216 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1313 members 
Mstep: Class 10 contains 43782 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28870 members 
Mstep: Class 13 contains 43408 members 
Mstep: Class 14 contains 45883 members 
Mstep: Class 15 contains 46271 members 
Mstep: Class 16 contains 46389 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47275 members 
Mstep: Class 19 contains 46860 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674624.000000 Penalty: 69157.984375
Iteration 137Q: 22 clusters Score -1.066746e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45730 members 
Mstep: Class 4 contains 48280 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 42215 members 
Mstep: Class 7 contains 44793 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1313 members 
Mstep: Class 10 contains 43806 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28869 members 
Mstep: Class 13 contains 43440 members 
Mstep: Class 14 contains 45865 members 
Mstep: Class 15 contains 46264 members 
Mstep: Class 16 contains 46393 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47260 members 
Mstep: Class 19 contains 46859 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674704.000000 Penalty: 69157.984375
Iteration 138Q: 22 clusters Score -1.066747e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45740 members 
Mstep: Class 4 contains 48240 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 42222 members 
Mstep: Class 7 contains 44752 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1313 members 
Mstep: Class 10 contains 43829 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28866 members 
Mstep: Class 13 contains 43461 members 
Mstep: Class 14 contains 45867 members 
Mstep: Class 15 contains 46269 members 
Mstep: Class 16 contains 46389 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47263 members 
Mstep: Class 19 contains 46877 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675200.000000 Penalty: 69157.984375
Iteration 139Q: 22 clusters Score -1.066752e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45723 members 
Mstep: Class 4 contains 48204 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42264 members 
Mstep: Class 7 contains 44754 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 43840 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28865 members 
Mstep: Class 13 contains 43457 members 
Mstep: Class 14 contains 45888 members 
Mstep: Class 15 contains 46281 members 
Mstep: Class 16 contains 46406 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47234 members 
Mstep: Class 19 contains 46890 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675664.000000 Penalty: 69157.984375
Iteration 140F: 22 clusters Score -1.066757e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45707 members 
Mstep: Class 4 contains 48177 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42299 members 
Mstep: Class 7 contains 44773 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 43835 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28867 members 
Mstep: Class 13 contains 43451 members 
Mstep: Class 14 contains 45893 members 
Mstep: Class 15 contains 46309 members 
Mstep: Class 16 contains 46383 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47213 members 
Mstep: Class 19 contains 46915 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675680.000000 Penalty: 69157.984375
Iteration 141Q: 22 clusters Score -1.066757e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45733 members 
Mstep: Class 4 contains 48124 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42330 members 
Mstep: Class 7 contains 44737 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 43827 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28865 members 
Mstep: Class 13 contains 43425 members 
Mstep: Class 14 contains 45899 members 
Mstep: Class 15 contains 46325 members 
Mstep: Class 16 contains 46378 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47224 members 
Mstep: Class 19 contains 46970 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675672.000000 Penalty: 69157.984375
Iteration 142Q: 22 clusters Score -1.066757e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45763 members 
Mstep: Class 4 contains 48091 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42342 members 
Mstep: Class 7 contains 44728 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 43834 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28872 members 
Mstep: Class 13 contains 43378 members 
Mstep: Class 14 contains 45913 members 
Mstep: Class 15 contains 46351 members 
Mstep: Class 16 contains 46357 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47242 members 
Mstep: Class 19 contains 46979 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675632.000000 Penalty: 69157.984375
Iteration 143Q: 22 clusters Score -1.066756e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45810 members 
Mstep: Class 4 contains 48090 members 
Mstep: Class 5 contains 2328 members 
Mstep: Class 6 contains 42358 members 
Mstep: Class 7 contains 44731 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 43856 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28873 members 
Mstep: Class 13 contains 43366 members 
Mstep: Class 14 contains 45887 members 
Mstep: Class 15 contains 46324 members 
Mstep: Class 16 contains 46327 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47235 members 
Mstep: Class 19 contains 47012 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675992.000000 Penalty: 69157.984375
Iteration 144Q: 22 clusters Score -1.06676e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45837 members 
Mstep: Class 4 contains 48126 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 42383 members 
Mstep: Class 7 contains 44696 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 43879 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28867 members 
Mstep: Class 13 contains 43336 members 
Mstep: Class 14 contains 45878 members 
Mstep: Class 15 contains 46312 members 
Mstep: Class 16 contains 46286 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47244 members 
Mstep: Class 19 contains 47030 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675856.000000 Penalty: 69157.984375
Iteration 145Q: 22 clusters Score -1.066759e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45859 members 
Mstep: Class 4 contains 48137 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 42406 members 
Mstep: Class 7 contains 44677 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 43866 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28860 members 
Mstep: Class 13 contains 43330 members 
Mstep: Class 14 contains 45872 members 
Mstep: Class 15 contains 46309 members 
Mstep: Class 16 contains 46236 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47244 members 
Mstep: Class 19 contains 47080 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675952.000000 Penalty: 69157.984375
Iteration 146Q: 22 clusters Score -1.06676e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 45914 members 
Mstep: Class 4 contains 48143 members 
Mstep: Class 5 contains 2328 members 
Mstep: Class 6 contains 42406 members 
Mstep: Class 7 contains 44654 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 43845 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28847 members 
Mstep: Class 13 contains 43306 members 
Mstep: Class 14 contains 45882 members 
Mstep: Class 15 contains 46332 members 
Mstep: Class 16 contains 46202 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47228 members 
Mstep: Class 19 contains 47114 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676144.000000 Penalty: 69157.984375
Iteration 147Q: 22 clusters Score -1.066761e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 46007 members 
Mstep: Class 4 contains 48138 members 
Mstep: Class 5 contains 2329 members 
Mstep: Class 6 contains 42428 members 
Mstep: Class 7 contains 44632 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 43830 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28834 members 
Mstep: Class 13 contains 43310 members 
Mstep: Class 14 contains 45845 members 
Mstep: Class 15 contains 46342 members 
Mstep: Class 16 contains 46155 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47223 members 
Mstep: Class 19 contains 47133 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676216.000000 Penalty: 69157.984375
Iteration 148Q: 22 clusters Score -1.066762e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 46073 members 
Mstep: Class 4 contains 48154 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42452 members 
Mstep: Class 7 contains 44628 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 43782 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28836 members 
Mstep: Class 13 contains 43296 members 
Mstep: Class 14 contains 45839 members 
Mstep: Class 15 contains 46328 members 
Mstep: Class 16 contains 46103 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47227 members 
Mstep: Class 19 contains 47161 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676424.000000 Penalty: 69157.984375
Iteration 149Q: 22 clusters Score -1.066764e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 46199 members 
Mstep: Class 4 contains 48173 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 42461 members 
Mstep: Class 7 contains 44600 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28834 members 
Mstep: Class 13 contains 43308 members 
Mstep: Class 14 contains 45780 members 
Mstep: Class 15 contains 46338 members 
Mstep: Class 16 contains 46020 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47219 members 
Mstep: Class 19 contains 47180 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676464.000000 Penalty: 69157.984375
Iteration 150Q: 22 clusters Score -1.066765e+08 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 46302 members 
Mstep: Class 4 contains 48192 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42454 members 
Mstep: Class 7 contains 44615 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 43731 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28824 members 
Mstep: Class 13 contains 43329 members 
Mstep: Class 14 contains 45750 members 
Mstep: Class 15 contains 46342 members 
Mstep: Class 16 contains 45943 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47223 members 
Mstep: Class 19 contains 47188 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676744.000000 Penalty: 69157.984375
Iteration 151Q: 22 clusters Score -1.066767e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 46345 members 
Mstep: Class 4 contains 48233 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 42463 members 
Mstep: Class 7 contains 44606 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 43713 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28817 members 
Mstep: Class 13 contains 43350 members 
Mstep: Class 14 contains 45739 members 
Mstep: Class 15 contains 46339 members 
Mstep: Class 16 contains 45897 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47220 members 
Mstep: Class 19 contains 47173 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677160.000000 Penalty: 69157.984375
Iteration 152Q: 22 clusters Score -1.066772e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 46400 members 
Mstep: Class 4 contains 48262 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 42431 members 
Mstep: Class 7 contains 44588 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 43670 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28809 members 
Mstep: Class 13 contains 43362 members 
Mstep: Class 14 contains 45805 members 
Mstep: Class 15 contains 46360 members 
Mstep: Class 16 contains 45818 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47251 members 
Mstep: Class 19 contains 47142 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677160.000000 Penalty: 69157.984375
Iteration 153Q: 22 clusters Score -1.066772e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 46492 members 
Mstep: Class 4 contains 48292 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 42399 members 
Mstep: Class 7 contains 44610 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 43639 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28798 members 
Mstep: Class 13 contains 43379 members 
Mstep: Class 14 contains 45852 members 
Mstep: Class 15 contains 46375 members 
Mstep: Class 16 contains 45731 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47255 members 
Mstep: Class 19 contains 47091 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677528.000000 Penalty: 69157.984375
Iteration 154Q: 22 clusters Score -1.066775e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 46557 members 
Mstep: Class 4 contains 48288 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 42378 members 
Mstep: Class 7 contains 44616 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 43624 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28804 members 
Mstep: Class 13 contains 43405 members 
Mstep: Class 14 contains 45913 members 
Mstep: Class 15 contains 46381 members 
Mstep: Class 16 contains 45651 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47260 members 
Mstep: Class 19 contains 47044 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677424.000000 Penalty: 69157.984375
Iteration 155Q: 22 clusters Score -1.066774e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 46677 members 
Mstep: Class 4 contains 48266 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 42369 members 
Mstep: Class 7 contains 44603 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 43634 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28821 members 
Mstep: Class 13 contains 43405 members 
Mstep: Class 14 contains 45939 members 
Mstep: Class 15 contains 46371 members 
Mstep: Class 16 contains 45584 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47261 members 
Mstep: Class 19 contains 46989 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677632.000000 Penalty: 69157.984375
Iteration 156Q: 22 clusters Score -1.066776e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 46781 members 
Mstep: Class 4 contains 48228 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 42340 members 
Mstep: Class 7 contains 44600 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 43630 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28836 members 
Mstep: Class 13 contains 43398 members 
Mstep: Class 14 contains 45946 members 
Mstep: Class 15 contains 46397 members 
Mstep: Class 16 contains 45516 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47270 members 
Mstep: Class 19 contains 46977 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677832.000000 Penalty: 69157.984375
Iteration 157Q: 22 clusters Score -1.066778e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 46853 members 
Mstep: Class 4 contains 48219 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 42295 members 
Mstep: Class 7 contains 44589 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 43652 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28851 members 
Mstep: Class 13 contains 43382 members 
Mstep: Class 14 contains 45957 members 
Mstep: Class 15 contains 46463 members 
Mstep: Class 16 contains 45458 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47255 members 
Mstep: Class 19 contains 46939 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677760.000000 Penalty: 69157.984375
Iteration 158Q: 22 clusters Score -1.066778e+08 nChanged 2628
Entering ConstructFrom: 
Score: -106677760.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (47681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Entering Unmasked Estep 
Score: -8755934.000000 Penalty: 2671.527588
	Iteration 0F: 2 clusters Score -8755934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -8725530.000000 Penalty: 5343.055176
	Iteration 0F: 3 clusters Score -8725530 nChanged 22095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -8737909.000000 Penalty: 5343.055176
	Iteration 1F: 3 clusters Score -8737909 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -8738719.000000 Penalty: 5343.055176
	Iteration 2Q: 3 clusters Score -8738719 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -8739741.000000 Penalty: 5343.055176
	Iteration 3Q: 3 clusters Score -8739741 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -8741053.000000 Penalty: 5343.055176
	Iteration 4F: 3 clusters Score -8741053 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -8742815.000000 Penalty: 5343.055176
	Iteration 5F: 3 clusters Score -8742815 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -8745267.000000 Penalty: 5343.055176
	Iteration 6F: 3 clusters Score -8745267 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -8748589.000000 Penalty: 5343.055176
	Iteration 7F: 3 clusters Score -8748589 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -8751752.000000 Penalty: 5343.055176
	Iteration 8F: 3 clusters Score -8751752 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -8753190.000000 Penalty: 5343.055176
	Iteration 9Q: 3 clusters Score -8753190 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -8753589.000000 Penalty: 5343.055176
	Iteration 10Q: 3 clusters Score -8753589 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -8753732.000000 Penalty: 5343.055176
	Iteration 11Q: 3 clusters Score -8753732 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -8753873.000000 Penalty: 5343.055176
	Iteration 12Q: 3 clusters Score -8753873 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -8753955.000000 Penalty: 5343.055176
	Iteration 13Q: 3 clusters Score -8753955 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -8754011.000000 Penalty: 5343.055176
	Iteration 14Q: 3 clusters Score -8754011 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -8754074.000000 Penalty: 5343.055176
	Iteration 15Q: 3 clusters Score -8754074 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -8754118.000000 Penalty: 5343.055176
	Iteration 16Q: 3 clusters Score -8754118 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -8754164.000000 Penalty: 5343.055176
	Iteration 17Q: 3 clusters Score -8754164 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -8754215.000000 Penalty: 5343.055176
	Iteration 18Q: 3 clusters Score -8754215 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -8754257.000000 Penalty: 5343.055176
	Iteration 19Q: 3 clusters Score -8754257 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -8754332.000000 Penalty: 5343.055176
	Iteration 20F: 3 clusters Score -8754332 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -8754356.000000 Penalty: 5343.055176
	Iteration 21Q: 3 clusters Score -8754356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -8754392.000000 Penalty: 5343.055176
	Iteration 22Q: 3 clusters Score -8754392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -8754419.000000 Penalty: 5343.055176
	Iteration 23Q: 3 clusters Score -8754419 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -8754439.000000 Penalty: 5343.055176
	Iteration 24Q: 3 clusters Score -8754439 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -8754450.000000 Penalty: 5343.055176
	Iteration 25Q: 3 clusters Score -8754450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -8754472.000000 Penalty: 5343.055176
	Iteration 26Q: 3 clusters Score -8754472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -8754489.000000 Penalty: 5343.055176
	Iteration 27Q: 3 clusters Score -8754489 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -8754527.000000 Penalty: 5343.055176
	Iteration 28Q: 3 clusters Score -8754527 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -8754567.000000 Penalty: 5343.055176
	Iteration 29Q: 3 clusters Score -8754567 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -8754595.000000 Penalty: 5343.055176
	Iteration 30Q: 3 clusters Score -8754595 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -8754628.000000 Penalty: 5343.055176
	Iteration 31Q: 3 clusters Score -8754628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -8754656.000000 Penalty: 5343.055176
	Iteration 32Q: 3 clusters Score -8754656 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -8754688.000000 Penalty: 5343.055176
	Iteration 33Q: 3 clusters Score -8754688 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -8754689.000000 Penalty: 5343.055176
	Iteration 34Q: 3 clusters Score -8754689 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -8754717.000000 Penalty: 5343.055176
	Iteration 35Q: 3 clusters Score -8754717 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -8754726.000000 Penalty: 5343.055176
	Iteration 36Q: 3 clusters Score -8754726 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -8754780.000000 Penalty: 5343.055176
	Iteration 37Q: 3 clusters Score -8754780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -8754799.000000 Penalty: 5343.055176
	Iteration 38Q: 3 clusters Score -8754799 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -8754844.000000 Penalty: 5343.055176
	Iteration 39Q: 3 clusters Score -8754844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -8754858.000000 Penalty: 5343.055176
	Iteration 40F: 3 clusters Score -8754858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -8754861.000000 Penalty: 5343.055176
	Iteration 41Q: 3 clusters Score -8754861 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -8754871.000000 Penalty: 5343.055176
	Iteration 42Q: 3 clusters Score -8754871 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -8754899.000000 Penalty: 5343.055176
	Iteration 43Q: 3 clusters Score -8754899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -8754908.000000 Penalty: 5343.055176
	Iteration 44Q: 3 clusters Score -8754908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -8754932.000000 Penalty: 5343.055176
	Iteration 45Q: 3 clusters Score -8754932 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -8754960.000000 Penalty: 5343.055176
	Iteration 46Q: 3 clusters Score -8754960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -8754946.000000 Penalty: 5343.055176
	Iteration 47Q: 3 clusters Score -8754946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -8754954.000000 Penalty: 5343.055176
	Iteration 48Q: 3 clusters Score -8754954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -8754959.000000 Penalty: 5343.055176
	Iteration 49Q: 3 clusters Score -8754959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -8754956.000000 Penalty: 5343.055176
	Iteration 50Q: 3 clusters Score -8754956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -8754961.000000 Penalty: 5343.055176
	Iteration 51Q: 3 clusters Score -8754961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -8754968.000000 Penalty: 5343.055176
	Iteration 52Q: 3 clusters Score -8754968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -8754990.000000 Penalty: 5343.055176
	Iteration 53Q: 3 clusters Score -8754990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -8754980.000000 Penalty: 5343.055176
	Iteration 54Q: 3 clusters Score -8754980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -8754993.000000 Penalty: 5343.055176
	Iteration 55Q: 3 clusters Score -8754993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -8755016.000000 Penalty: 5343.055176
	Iteration 56Q: 3 clusters Score -8755016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -8755013.000000 Penalty: 5343.055176
	Iteration 57Q: 3 clusters Score -8755013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -8755017.000000 Penalty: 5343.055176
	Iteration 58Q: 3 clusters Score -8755017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -8755035.000000 Penalty: 5343.055176
	Iteration 59Q: 3 clusters Score -8755035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -8755046.000000 Penalty: 5343.055176
	Iteration 60F: 3 clusters Score -8755046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -8755054.000000 Penalty: 5343.055176
	Iteration 61Q: 3 clusters Score -8755054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -8755059.000000 Penalty: 5343.055176
	Iteration 62Q: 3 clusters Score -8755059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -8755064.000000 Penalty: 5343.055176
	Iteration 63Q: 3 clusters Score -8755064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -8755063.000000 Penalty: 5343.055176
	Iteration 64Q: 3 clusters Score -8755063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -8755076.000000 Penalty: 5343.055176
	Iteration 65Q: 3 clusters Score -8755076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -8755102.000000 Penalty: 5343.055176
	Iteration 66Q: 3 clusters Score -8755102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -8755103.000000 Penalty: 5343.055176
	Iteration 67Q: 3 clusters Score -8755103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -8755119.000000 Penalty: 5343.055176
	Iteration 68Q: 3 clusters Score -8755119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -8755130.000000 Penalty: 5343.055176
	Iteration 69Q: 3 clusters Score -8755130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -8755130.000000 Penalty: 5343.055176
	Iteration 70Q: 3 clusters Score -8755130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -8755135.000000 Penalty: 5343.055176
	Iteration 71Q: 3 clusters Score -8755135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -8755134.000000 Penalty: 5343.055176
	Iteration 72Q: 3 clusters Score -8755134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -8755136.000000 Penalty: 5343.055176
	Iteration 73Q: 3 clusters Score -8755136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -8755159.000000 Penalty: 5343.055176
	Iteration 74Q: 3 clusters Score -8755159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -8755166.000000 Penalty: 5343.055176
	Iteration 75Q: 3 clusters Score -8755166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -8755175.000000 Penalty: 5343.055176
	Iteration 76Q: 3 clusters Score -8755175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -8755177.000000 Penalty: 5343.055176
	Iteration 77Q: 3 clusters Score -8755177 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -8755203.000000 Penalty: 5343.055176
	Iteration 78Q: 3 clusters Score -8755203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -8755218.000000 Penalty: 5343.055176
	Iteration 79Q: 3 clusters Score -8755218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -8755233.000000 Penalty: 5343.055176
	Iteration 80F: 3 clusters Score -8755233 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -8755228.000000 Penalty: 5343.055176
	Iteration 81Q: 3 clusters Score -8755228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -8755243.000000 Penalty: 5343.055176
	Iteration 82Q: 3 clusters Score -8755243 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -8755275.000000 Penalty: 5343.055176
	Iteration 83Q: 3 clusters Score -8755275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -8755291.000000 Penalty: 5343.055176
	Iteration 84Q: 3 clusters Score -8755291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -8755311.000000 Penalty: 5343.055176
	Iteration 85Q: 3 clusters Score -8755311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -8755322.000000 Penalty: 5343.055176
	Iteration 86Q: 3 clusters Score -8755322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -8755341.000000 Penalty: 5343.055176
	Iteration 87Q: 3 clusters Score -8755341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -8755363.000000 Penalty: 5343.055176
	Iteration 88Q: 3 clusters Score -8755363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -8755352.000000 Penalty: 5343.055176
	Iteration 89Q: 3 clusters Score -8755352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -8755350.000000 Penalty: 5343.055176
	Iteration 90Q: 3 clusters Score -8755350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -8755362.000000 Penalty: 5343.055176
	Iteration 91Q: 3 clusters Score -8755362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -8755365.000000 Penalty: 5343.055176
	Iteration 92Q: 3 clusters Score -8755365 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -8755388.000000 Penalty: 5343.055176
	Iteration 93Q: 3 clusters Score -8755388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -8755398.000000 Penalty: 5343.055176
	Iteration 94Q: 3 clusters Score -8755398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -8755419.000000 Penalty: 5343.055176
	Iteration 95Q: 3 clusters Score -8755419 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -8755437.000000 Penalty: 5343.055176
	Iteration 96Q: 3 clusters Score -8755437 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -8755452.000000 Penalty: 5343.055176
	Iteration 97Q: 3 clusters Score -8755452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -8755478.000000 Penalty: 5343.055176
	Iteration 98Q: 3 clusters Score -8755478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -8755479.000000 Penalty: 5343.055176
	Iteration 99Q: 3 clusters Score -8755479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -8755483.000000 Penalty: 5343.055176
	Iteration 100F: 3 clusters Score -8755483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -8755496.000000 Penalty: 5343.055176
	Iteration 101Q: 3 clusters Score -8755496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -8755497.000000 Penalty: 5343.055176
	Iteration 102Q: 3 clusters Score -8755497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -8755517.000000 Penalty: 5343.055176
	Iteration 103Q: 3 clusters Score -8755517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -8755519.000000 Penalty: 5343.055176
	Iteration 104Q: 3 clusters Score -8755519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -8755513.000000 Penalty: 5343.055176
	Iteration 105Q: 3 clusters Score -8755513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -8755520.000000 Penalty: 5343.055176
	Iteration 106Q: 3 clusters Score -8755520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -8755527.000000 Penalty: 5343.055176
	Iteration 107Q: 3 clusters Score -8755527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -8755518.000000 Penalty: 5343.055176
	Iteration 108Q: 3 clusters Score -8755518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -8755539.000000 Penalty: 5343.055176
	Iteration 109Q: 3 clusters Score -8755539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -8755539.000000 Penalty: 5343.055176
	Iteration 110Q: 3 clusters Score -8755539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -8755540.000000 Penalty: 5343.055176
	Iteration 111Q: 3 clusters Score -8755540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -8755559.000000 Penalty: 5343.055176
	Iteration 112Q: 3 clusters Score -8755559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -8755559.000000 Penalty: 5343.055176
	Iteration 113Q: 3 clusters Score -8755559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -8755571.000000 Penalty: 5343.055176
	Iteration 114Q: 3 clusters Score -8755571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -8755569.000000 Penalty: 5343.055176
	Iteration 115Q: 3 clusters Score -8755569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -8755570.000000 Penalty: 5343.055176
	Iteration 116Q: 3 clusters Score -8755570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -8755575.000000 Penalty: 5343.055176
	Iteration 117Q: 3 clusters Score -8755575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -8755582.000000 Penalty: 5343.055176
	Iteration 118Q: 3 clusters Score -8755582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -8755587.000000 Penalty: 5343.055176
	Iteration 119Q: 3 clusters Score -8755587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -8755592.000000 Penalty: 5343.055176
	Iteration 120F: 3 clusters Score -8755592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -8755582.000000 Penalty: 5343.055176
	Iteration 121Q: 3 clusters Score -8755582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -8755592.000000 Penalty: 5343.055176
	Iteration 122Q: 3 clusters Score -8755592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -8755593.000000 Penalty: 5343.055176
	Iteration 123Q: 3 clusters Score -8755593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -8755586.000000 Penalty: 5343.055176
	Iteration 124Q: 3 clusters Score -8755586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -8755583.000000 Penalty: 5343.055176
	Iteration 125Q: 3 clusters Score -8755583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -8755593.000000 Penalty: 5343.055176
	Iteration 126Q: 3 clusters Score -8755593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -8755597.000000 Penalty: 5343.055176
	Iteration 127Q: 3 clusters Score -8755597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -8755591.000000 Penalty: 5343.055176
	Iteration 128Q: 3 clusters Score -8755591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -8755583.000000 Penalty: 5343.055176
	Iteration 129Q: 3 clusters Score -8755583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -8755594.000000 Penalty: 5343.055176
	Iteration 130Q: 3 clusters Score -8755594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -8755587.000000 Penalty: 5343.055176
	Iteration 131Q: 3 clusters Score -8755587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -8755584.000000 Penalty: 5343.055176
	Iteration 132Q: 3 clusters Score -8755584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -8755584.000000 Penalty: 5343.055176
	Iteration 133Q: 3 clusters Score -8755584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -8755580.000000 Penalty: 5343.055176
	Iteration 134Q: 3 clusters Score -8755580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -8755577.000000 Penalty: 5343.055176
	Iteration 135Q: 3 clusters Score -8755577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -8755584.000000 Penalty: 5343.055176
	Iteration 136Q: 3 clusters Score -8755584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -8755581.000000 Penalty: 5343.055176
	Iteration 137Q: 3 clusters Score -8755581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -8755580.000000 Penalty: 5343.055176
	Iteration 138Q: 3 clusters Score -8755580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -8755578.000000 Penalty: 5343.055176
	Iteration 139Q: 3 clusters Score -8755578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -8755576.000000 Penalty: 5343.055176
	Iteration 140F: 3 clusters Score -8755576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -8755574.000000 Penalty: 5343.055176
	Iteration 141Q: 3 clusters Score -8755574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -8755577.000000 Penalty: 5343.055176
	Iteration 142Q: 3 clusters Score -8755577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -8755584.000000 Penalty: 5343.055176
	Iteration 143Q: 3 clusters Score -8755584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -8755583.000000 Penalty: 5343.055176
	Iteration 144Q: 3 clusters Score -8755583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -8755576.000000 Penalty: 5343.055176
	Iteration 145Q: 3 clusters Score -8755576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -8755582.000000 Penalty: 5343.055176
	Iteration 146Q: 3 clusters Score -8755582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -8755579.000000 Penalty: 5343.055176
	Iteration 147Q: 3 clusters Score -8755579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -8755583.000000 Penalty: 5343.055176
	Iteration 148Q: 3 clusters Score -8755583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -8755584.000000 Penalty: 5343.055176
	Iteration 149Q: 3 clusters Score -8755584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -8755590.000000 Penalty: 5343.055176
	Iteration 150Q: 3 clusters Score -8755590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -8755584.000000 Penalty: 5343.055176
	Iteration 151Q: 3 clusters Score -8755584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -8755592.000000 Penalty: 5343.055176
	Iteration 152Q: 3 clusters Score -8755592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -8755592.000000 Penalty: 5343.055176
	Iteration 153Q: 3 clusters Score -8755592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -8755593.000000 Penalty: 5343.055176
	Iteration 154Q: 3 clusters Score -8755593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -8755586.000000 Penalty: 5343.055176
	Iteration 155Q: 3 clusters Score -8755586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -8755585.000000 Penalty: 5343.055176
	Iteration 156Q: 3 clusters Score -8755585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -8755585.000000 Penalty: 5343.055176
	Iteration 157F: 3 clusters Score -8755585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -18166.832031 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -18166.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17103.349609 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -17103.35 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17250.873047 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -17250.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17288.720703 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -17288.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17329.777344 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -17329.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17360.968750 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -17360.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17370.294922 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -17370.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17370.294922 Penalty: 2730.644531
	Iteration 6F: 3 clusters Score -17370.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Entering Unmasked Estep 
Score: -8757978.000000 Penalty: 2668.118164
	Iteration 0F: 2 clusters Score -8757978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -8728581.000000 Penalty: 5336.236328
	Iteration 0F: 3 clusters Score -8728581 nChanged 21679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -8740410.000000 Penalty: 5336.236328
	Iteration 1F: 3 clusters Score -8740410 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -8740840.000000 Penalty: 5336.236328
	Iteration 2Q: 3 clusters Score -8740840 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -8741335.000000 Penalty: 5336.236328
	Iteration 3Q: 3 clusters Score -8741335 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -8741812.000000 Penalty: 5336.236328
	Iteration 4Q: 3 clusters Score -8741812 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -8742416.000000 Penalty: 5336.236328
	Iteration 5Q: 3 clusters Score -8742416 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -8743352.000000 Penalty: 5336.236328
	Iteration 6Q: 3 clusters Score -8743352 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -8744629.000000 Penalty: 5336.236328
	Iteration 7Q: 3 clusters Score -8744629 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -8746463.000000 Penalty: 5336.236328
	Iteration 8F: 3 clusters Score -8746463 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -8748906.000000 Penalty: 5336.236328
	Iteration 9F: 3 clusters Score -8748906 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -8751540.000000 Penalty: 5336.236328
	Iteration 10F: 3 clusters Score -8751540 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -8753773.000000 Penalty: 5336.236328
	Iteration 11F: 3 clusters Score -8753773 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -8754992.000000 Penalty: 5336.236328
	Iteration 12Q: 3 clusters Score -8754992 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8755508.000000 Penalty: 5336.236328
	Iteration 13Q: 3 clusters Score -8755508 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8755721.000000 Penalty: 5336.236328
	Iteration 14Q: 3 clusters Score -8755721 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8755836.000000 Penalty: 5336.236328
	Iteration 15Q: 3 clusters Score -8755836 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8755902.000000 Penalty: 5336.236328
	Iteration 16Q: 3 clusters Score -8755902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8755924.000000 Penalty: 5336.236328
	Iteration 17Q: 3 clusters Score -8755924 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8755939.000000 Penalty: 5336.236328
	Iteration 18Q: 3 clusters Score -8755939 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8755945.000000 Penalty: 5336.236328
	Iteration 19Q: 3 clusters Score -8755945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8755938.000000 Penalty: 5336.236328
	Iteration 20F: 3 clusters Score -8755938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8755925.000000 Penalty: 5336.236328
	Iteration 21Q: 3 clusters Score -8755925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8755934.000000 Penalty: 5336.236328
	Iteration 22Q: 3 clusters Score -8755934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8755944.000000 Penalty: 5336.236328
	Iteration 23Q: 3 clusters Score -8755944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8755949.000000 Penalty: 5336.236328
	Iteration 24Q: 3 clusters Score -8755949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8755958.000000 Penalty: 5336.236328
	Iteration 25Q: 3 clusters Score -8755958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8755969.000000 Penalty: 5336.236328
	Iteration 26Q: 3 clusters Score -8755969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8755964.000000 Penalty: 5336.236328
	Iteration 27Q: 3 clusters Score -8755964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8755965.000000 Penalty: 5336.236328
	Iteration 28Q: 3 clusters Score -8755965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8755971.000000 Penalty: 5336.236328
	Iteration 29Q: 3 clusters Score -8755971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8755971.000000 Penalty: 5336.236328
	Iteration 30Q: 3 clusters Score -8755971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8755975.000000 Penalty: 5336.236328
	Iteration 31Q: 3 clusters Score -8755975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8755977.000000 Penalty: 5336.236328
	Iteration 32Q: 3 clusters Score -8755977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8755975.000000 Penalty: 5336.236328
	Iteration 33Q: 3 clusters Score -8755975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8755975.000000 Penalty: 5336.236328
	Iteration 34Q: 3 clusters Score -8755975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8755975.000000 Penalty: 5336.236328
	Iteration 35F: 3 clusters Score -8755975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Entering Unmasked Estep 
Score: -9031635.000000 Penalty: 2674.011475
	Iteration 0F: 2 clusters Score -9031635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -9002259.000000 Penalty: 5348.022949
	Iteration 0F: 3 clusters Score -9002259 nChanged 22176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -9014882.000000 Penalty: 5348.022949
	Iteration 1F: 3 clusters Score -9014882 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -9015442.000000 Penalty: 5348.022949
	Iteration 2Q: 3 clusters Score -9015442 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -9016088.000000 Penalty: 5348.022949
	Iteration 3Q: 3 clusters Score -9016088 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -9016829.000000 Penalty: 5348.022949
	Iteration 4Q: 3 clusters Score -9016829 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -9017848.000000 Penalty: 5348.022949
	Iteration 5Q: 3 clusters Score -9017848 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -9019200.000000 Penalty: 5348.022949
	Iteration 6Q: 3 clusters Score -9019200 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -9021024.000000 Penalty: 5348.022949
	Iteration 7F: 3 clusters Score -9021024 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -9023133.000000 Penalty: 5348.022949
	Iteration 8F: 3 clusters Score -9023133 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -9025312.000000 Penalty: 5348.022949
	Iteration 9F: 3 clusters Score -9025312 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -9027104.000000 Penalty: 5348.022949
	Iteration 10Q: 3 clusters Score -9027104 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -9028003.000000 Penalty: 5348.022949
	Iteration 11Q: 3 clusters Score -9028003 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -9028496.000000 Penalty: 5348.022949
	Iteration 12Q: 3 clusters Score -9028496 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -9028735.000000 Penalty: 5348.022949
	Iteration 13Q: 3 clusters Score -9028735 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9028946.000000 Penalty: 5348.022949
	Iteration 14Q: 3 clusters Score -9028946 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9029130.000000 Penalty: 5348.022949
	Iteration 15Q: 3 clusters Score -9029130 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9029231.000000 Penalty: 5348.022949
	Iteration 16Q: 3 clusters Score -9029231 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9029291.000000 Penalty: 5348.022949
	Iteration 17Q: 3 clusters Score -9029291 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9029363.000000 Penalty: 5348.022949
	Iteration 18Q: 3 clusters Score -9029363 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9029416.000000 Penalty: 5348.022949
	Iteration 19Q: 3 clusters Score -9029416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9029465.000000 Penalty: 5348.022949
	Iteration 20F: 3 clusters Score -9029465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9029470.000000 Penalty: 5348.022949
	Iteration 21Q: 3 clusters Score -9029470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9029493.000000 Penalty: 5348.022949
	Iteration 22Q: 3 clusters Score -9029493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9029493.000000 Penalty: 5348.022949
	Iteration 23Q: 3 clusters Score -9029493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9029513.000000 Penalty: 5348.022949
	Iteration 24Q: 3 clusters Score -9029513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9029513.000000 Penalty: 5348.022949
	Iteration 25Q: 3 clusters Score -9029513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9029517.000000 Penalty: 5348.022949
	Iteration 26Q: 3 clusters Score -9029517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9029525.000000 Penalty: 5348.022949
	Iteration 27Q: 3 clusters Score -9029525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9029538.000000 Penalty: 5348.022949
	Iteration 28Q: 3 clusters Score -9029538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9029541.000000 Penalty: 5348.022949
	Iteration 29Q: 3 clusters Score -9029541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9029566.000000 Penalty: 5348.022949
	Iteration 30Q: 3 clusters Score -9029566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9029567.000000 Penalty: 5348.022949
	Iteration 31Q: 3 clusters Score -9029567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9029580.000000 Penalty: 5348.022949
	Iteration 32Q: 3 clusters Score -9029580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9029593.000000 Penalty: 5348.022949
	Iteration 33Q: 3 clusters Score -9029593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9029597.000000 Penalty: 5348.022949
	Iteration 34Q: 3 clusters Score -9029597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9029605.000000 Penalty: 5348.022949
	Iteration 35Q: 3 clusters Score -9029605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9029601.000000 Penalty: 5348.022949
	Iteration 36Q: 3 clusters Score -9029601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9029605.000000 Penalty: 5348.022949
	Iteration 37Q: 3 clusters Score -9029605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9029600.000000 Penalty: 5348.022949
	Iteration 38Q: 3 clusters Score -9029600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9029608.000000 Penalty: 5348.022949
	Iteration 39Q: 3 clusters Score -9029608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9029609.000000 Penalty: 5348.022949
	Iteration 40F: 3 clusters Score -9029609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9029605.000000 Penalty: 5348.022949
	Iteration 41Q: 3 clusters Score -9029605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9029603.000000 Penalty: 5348.022949
	Iteration 42Q: 3 clusters Score -9029603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9029603.000000 Penalty: 5348.022949
	Iteration 43Q: 3 clusters Score -9029603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9029605.000000 Penalty: 5348.022949
	Iteration 44Q: 3 clusters Score -9029605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9029605.000000 Penalty: 5348.022949
	Iteration 45F: 3 clusters Score -9029605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -400598.062500 Penalty: 1922.045654
	Iteration 0F: 2 clusters Score -400598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -397760.937500 Penalty: 3844.091309
	Iteration 0F: 3 clusters Score -397760.9 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -398433.656250 Penalty: 3844.091309
	Iteration 1F: 3 clusters Score -398433.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -398743.750000 Penalty: 3844.091309
	Iteration 2F: 3 clusters Score -398743.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -398919.750000 Penalty: 3844.091309
	Iteration 3F: 3 clusters Score -398919.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -399054.000000 Penalty: 3844.091309
	Iteration 4Q: 3 clusters Score -399054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -399179.812500 Penalty: 3844.091309
	Iteration 5Q: 3 clusters Score -399179.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -399302.125000 Penalty: 3844.091309
	Iteration 6Q: 3 clusters Score -399302.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -399400.093750 Penalty: 3844.091309
	Iteration 7Q: 3 clusters Score -399400.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -399488.031250 Penalty: 3844.091309
	Iteration 8Q: 3 clusters Score -399488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -399558.968750 Penalty: 3844.091309
	Iteration 9Q: 3 clusters Score -399559 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -399620.687500 Penalty: 3844.091309
	Iteration 10Q: 3 clusters Score -399620.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -399662.968750 Penalty: 3844.091309
	Iteration 11Q: 3 clusters Score -399663 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -399695.156250 Penalty: 3844.091309
	Iteration 12Q: 3 clusters Score -399695.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -399723.312500 Penalty: 3844.091309
	Iteration 13Q: 3 clusters Score -399723.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -399742.718750 Penalty: 3844.091309
	Iteration 14Q: 3 clusters Score -399742.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -399762.781250 Penalty: 3844.091309
	Iteration 15Q: 3 clusters Score -399762.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -399778.250000 Penalty: 3844.091309
	Iteration 16Q: 3 clusters Score -399778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -399784.750000 Penalty: 3844.091309
	Iteration 17Q: 3 clusters Score -399784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -399794.468750 Penalty: 3844.091309
	Iteration 18Q: 3 clusters Score -399794.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -399802.375000 Penalty: 3844.091309
	Iteration 19Q: 3 clusters Score -399802.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -399808.656250 Penalty: 3844.091309
	Iteration 20F: 3 clusters Score -399808.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -399813.187500 Penalty: 3844.091309
	Iteration 21Q: 3 clusters Score -399813.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -399820.562500 Penalty: 3844.091309
	Iteration 22Q: 3 clusters Score -399820.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -399831.187500 Penalty: 3844.091309
	Iteration 23Q: 3 clusters Score -399831.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -399848.437500 Penalty: 3844.091309
	Iteration 24Q: 3 clusters Score -399848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -399875.375000 Penalty: 3844.091309
	Iteration 25Q: 3 clusters Score -399875.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -399915.531250 Penalty: 3844.091309
	Iteration 26Q: 3 clusters Score -399915.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -400007.156250 Penalty: 3844.091309
	Iteration 27Q: 3 clusters Score -400007.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -400157.375000 Penalty: 3844.091309
	Iteration 28Q: 3 clusters Score -400157.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -400271.031250 Penalty: 3844.091309
	Iteration 29Q: 3 clusters Score -400271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -400310.468750 Penalty: 3844.091309
	Iteration 30Q: 3 clusters Score -400310.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -400317.625000 Penalty: 3844.091309
	Iteration 31Q: 3 clusters Score -400317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -400323.437500 Penalty: 3844.091309
	Iteration 32Q: 3 clusters Score -400323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -400326.468750 Penalty: 3844.091309
	Iteration 33Q: 3 clusters Score -400326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -400326.656250 Penalty: 3844.091309
	Iteration 34Q: 3 clusters Score -400326.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -400326.781250 Penalty: 3844.091309
	Iteration 35Q: 3 clusters Score -400326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -400326.781250 Penalty: 3844.091309
	Iteration 36F: 3 clusters Score -400326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Entering Unmasked Estep 
Score: -7843910.500000 Penalty: 2641.701660
	Iteration 0F: 2 clusters Score -7843910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -7815552.000000 Penalty: 5283.403320
	Iteration 0F: 3 clusters Score -7815552 nChanged 19469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -7826363.000000 Penalty: 5283.403320
	Iteration 1F: 3 clusters Score -7826363 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -7827204.500000 Penalty: 5283.403320
	Iteration 2Q: 3 clusters Score -7827204 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -7828210.500000 Penalty: 5283.403320
	Iteration 3Q: 3 clusters Score -7828210 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -7829444.500000 Penalty: 5283.403320
	Iteration 4F: 3 clusters Score -7829444 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -7830918.500000 Penalty: 5283.403320
	Iteration 5F: 3 clusters Score -7830918 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -7832541.000000 Penalty: 5283.403320
	Iteration 6F: 3 clusters Score -7832541 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -7834451.000000 Penalty: 5283.403320
	Iteration 7F: 3 clusters Score -7834451 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -7836474.000000 Penalty: 5283.403320
	Iteration 8F: 3 clusters Score -7836474 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -7838223.500000 Penalty: 5283.403320
	Iteration 9F: 3 clusters Score -7838224 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -7839193.000000 Penalty: 5283.403320
	Iteration 10Q: 3 clusters Score -7839193 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -7839654.500000 Penalty: 5283.403320
	Iteration 11Q: 3 clusters Score -7839654 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -7839940.500000 Penalty: 5283.403320
	Iteration 12Q: 3 clusters Score -7839940 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -7840158.500000 Penalty: 5283.403320
	Iteration 13Q: 3 clusters Score -7840158 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -7840340.500000 Penalty: 5283.403320
	Iteration 14Q: 3 clusters Score -7840340 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -7840453.500000 Penalty: 5283.403320
	Iteration 15Q: 3 clusters Score -7840454 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -7840596.000000 Penalty: 5283.403320
	Iteration 16Q: 3 clusters Score -7840596 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -7840767.500000 Penalty: 5283.403320
	Iteration 17Q: 3 clusters Score -7840768 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -7840855.000000 Penalty: 5283.403320
	Iteration 18Q: 3 clusters Score -7840855 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -7840951.500000 Penalty: 5283.403320
	Iteration 19Q: 3 clusters Score -7840952 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -7841056.500000 Penalty: 5283.403320
	Iteration 20F: 3 clusters Score -7841056 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -7841142.000000 Penalty: 5283.403320
	Iteration 21Q: 3 clusters Score -7841142 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -7841216.000000 Penalty: 5283.403320
	Iteration 22Q: 3 clusters Score -7841216 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -7841332.000000 Penalty: 5283.403320
	Iteration 23Q: 3 clusters Score -7841332 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -7841426.500000 Penalty: 5283.403320
	Iteration 24Q: 3 clusters Score -7841426 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -7841487.000000 Penalty: 5283.403320
	Iteration 25Q: 3 clusters Score -7841487 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -7841591.000000 Penalty: 5283.403320
	Iteration 26Q: 3 clusters Score -7841591 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -7841624.500000 Penalty: 5283.403320
	Iteration 27Q: 3 clusters Score -7841624 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -7841696.500000 Penalty: 5283.403320
	Iteration 28Q: 3 clusters Score -7841696 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -7841749.000000 Penalty: 5283.403320
	Iteration 29Q: 3 clusters Score -7841749 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -7841796.000000 Penalty: 5283.403320
	Iteration 30Q: 3 clusters Score -7841796 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -7841840.500000 Penalty: 5283.403320
	Iteration 31Q: 3 clusters Score -7841840 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -7841893.000000 Penalty: 5283.403320
	Iteration 32Q: 3 clusters Score -7841893 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -7841934.500000 Penalty: 5283.403320
	Iteration 33Q: 3 clusters Score -7841934 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -7841984.500000 Penalty: 5283.403320
	Iteration 34Q: 3 clusters Score -7841984 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -7842039.000000 Penalty: 5283.403320
	Iteration 35Q: 3 clusters Score -7842039 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -7842060.000000 Penalty: 5283.403320
	Iteration 36Q: 3 clusters Score -7842060 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -7842076.000000 Penalty: 5283.403320
	Iteration 37Q: 3 clusters Score -7842076 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -7842120.500000 Penalty: 5283.403320
	Iteration 38Q: 3 clusters Score -7842120 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -7842181.500000 Penalty: 5283.403320
	Iteration 39Q: 3 clusters Score -7842182 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -7842172.000000 Penalty: 5283.403320
	Iteration 40F: 3 clusters Score -7842172 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7842217.500000 Penalty: 5283.403320
	Iteration 41Q: 3 clusters Score -7842218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -7842232.500000 Penalty: 5283.403320
	Iteration 42Q: 3 clusters Score -7842232 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -7842258.500000 Penalty: 5283.403320
	Iteration 43Q: 3 clusters Score -7842258 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -7842288.000000 Penalty: 5283.403320
	Iteration 44Q: 3 clusters Score -7842288 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -7842301.000000 Penalty: 5283.403320
	Iteration 45Q: 3 clusters Score -7842301 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -7842337.500000 Penalty: 5283.403320
	Iteration 46Q: 3 clusters Score -7842338 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7842359.500000 Penalty: 5283.403320
	Iteration 47Q: 3 clusters Score -7842360 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -7842393.000000 Penalty: 5283.403320
	Iteration 48Q: 3 clusters Score -7842393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7842410.500000 Penalty: 5283.403320
	Iteration 49Q: 3 clusters Score -7842410 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7842406.000000 Penalty: 5283.403320
	Iteration 50Q: 3 clusters Score -7842406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7842420.000000 Penalty: 5283.403320
	Iteration 51Q: 3 clusters Score -7842420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7842437.500000 Penalty: 5283.403320
	Iteration 52Q: 3 clusters Score -7842438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7842429.500000 Penalty: 5283.403320
	Iteration 53Q: 3 clusters Score -7842430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7842433.500000 Penalty: 5283.403320
	Iteration 54Q: 3 clusters Score -7842434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7842431.500000 Penalty: 5283.403320
	Iteration 55Q: 3 clusters Score -7842432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7842432.500000 Penalty: 5283.403320
	Iteration 56Q: 3 clusters Score -7842432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7842431.500000 Penalty: 5283.403320
	Iteration 57Q: 3 clusters Score -7842432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7842445.000000 Penalty: 5283.403320
	Iteration 58Q: 3 clusters Score -7842445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -7842449.500000 Penalty: 5283.403320
	Iteration 59Q: 3 clusters Score -7842450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -7842447.000000 Penalty: 5283.403320
	Iteration 60F: 3 clusters Score -7842447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7842448.000000 Penalty: 5283.403320
	Iteration 61Q: 3 clusters Score -7842448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7842445.500000 Penalty: 5283.403320
	Iteration 62Q: 3 clusters Score -7842446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7842446.500000 Penalty: 5283.403320
	Iteration 63Q: 3 clusters Score -7842446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7842441.000000 Penalty: 5283.403320
	Iteration 64Q: 3 clusters Score -7842441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7842440.000000 Penalty: 5283.403320
	Iteration 65Q: 3 clusters Score -7842440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7842448.500000 Penalty: 5283.403320
	Iteration 66Q: 3 clusters Score -7842448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -7842439.500000 Penalty: 5283.403320
	Iteration 67Q: 3 clusters Score -7842440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7842444.000000 Penalty: 5283.403320
	Iteration 68Q: 3 clusters Score -7842444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7842447.500000 Penalty: 5283.403320
	Iteration 69Q: 3 clusters Score -7842448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7842448.500000 Penalty: 5283.403320
	Iteration 70Q: 3 clusters Score -7842448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7842449.000000 Penalty: 5283.403320
	Iteration 71Q: 3 clusters Score -7842449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7842456.000000 Penalty: 5283.403320
	Iteration 72Q: 3 clusters Score -7842456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7842455.500000 Penalty: 5283.403320
	Iteration 73Q: 3 clusters Score -7842456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7842460.500000 Penalty: 5283.403320
	Iteration 74Q: 3 clusters Score -7842460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7842459.000000 Penalty: 5283.403320
	Iteration 75Q: 3 clusters Score -7842459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7842455.500000 Penalty: 5283.403320
	Iteration 76Q: 3 clusters Score -7842456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7842458.500000 Penalty: 5283.403320
	Iteration 77Q: 3 clusters Score -7842458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7842458.500000 Penalty: 5283.403320
	Iteration 78Q: 3 clusters Score -7842458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7842469.500000 Penalty: 5283.403320
	Iteration 79Q: 3 clusters Score -7842470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7842461.500000 Penalty: 5283.403320
	Iteration 80F: 3 clusters Score -7842462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7842470.000000 Penalty: 5283.403320
	Iteration 81Q: 3 clusters Score -7842470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7842461.000000 Penalty: 5283.403320
	Iteration 82Q: 3 clusters Score -7842461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7842471.000000 Penalty: 5283.403320
	Iteration 83Q: 3 clusters Score -7842471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7842472.500000 Penalty: 5283.403320
	Iteration 84Q: 3 clusters Score -7842472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -7842471.500000 Penalty: 5283.403320
	Iteration 85Q: 3 clusters Score -7842472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7842472.000000 Penalty: 5283.403320
	Iteration 86Q: 3 clusters Score -7842472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7842473.500000 Penalty: 5283.403320
	Iteration 87Q: 3 clusters Score -7842474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7842466.500000 Penalty: 5283.403320
	Iteration 88Q: 3 clusters Score -7842466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7842477.500000 Penalty: 5283.403320
	Iteration 89Q: 3 clusters Score -7842478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7842483.000000 Penalty: 5283.403320
	Iteration 90Q: 3 clusters Score -7842483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7842481.500000 Penalty: 5283.403320
	Iteration 91Q: 3 clusters Score -7842482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7842472.000000 Penalty: 5283.403320
	Iteration 92Q: 3 clusters Score -7842472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7842473.500000 Penalty: 5283.403320
	Iteration 93Q: 3 clusters Score -7842474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7842464.500000 Penalty: 5283.403320
	Iteration 94Q: 3 clusters Score -7842464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7842466.000000 Penalty: 5283.403320
	Iteration 95Q: 3 clusters Score -7842466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7842475.500000 Penalty: 5283.403320
	Iteration 96Q: 3 clusters Score -7842476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7842485.500000 Penalty: 5283.403320
	Iteration 97Q: 3 clusters Score -7842486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7842481.500000 Penalty: 5283.403320
	Iteration 98Q: 3 clusters Score -7842482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7842474.000000 Penalty: 5283.403320
	Iteration 99Q: 3 clusters Score -7842474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7842479.000000 Penalty: 5283.403320
	Iteration 100F: 3 clusters Score -7842479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7842473.500000 Penalty: 5283.403320
	Iteration 101Q: 3 clusters Score -7842474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7842467.000000 Penalty: 5283.403320
	Iteration 102Q: 3 clusters Score -7842467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7842457.000000 Penalty: 5283.403320
	Iteration 103Q: 3 clusters Score -7842457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7842459.500000 Penalty: 5283.403320
	Iteration 104Q: 3 clusters Score -7842460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7842461.000000 Penalty: 5283.403320
	Iteration 105Q: 3 clusters Score -7842461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7842458.000000 Penalty: 5283.403320
	Iteration 106Q: 3 clusters Score -7842458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7842465.000000 Penalty: 5283.403320
	Iteration 107Q: 3 clusters Score -7842465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7842460.000000 Penalty: 5283.403320
	Iteration 108Q: 3 clusters Score -7842460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7842456.000000 Penalty: 5283.403320
	Iteration 109Q: 3 clusters Score -7842456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7842462.500000 Penalty: 5283.403320
	Iteration 110Q: 3 clusters Score -7842462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -7842461.000000 Penalty: 5283.403320
	Iteration 111Q: 3 clusters Score -7842461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7842456.000000 Penalty: 5283.403320
	Iteration 112Q: 3 clusters Score -7842456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7842459.000000 Penalty: 5283.403320
	Iteration 113Q: 3 clusters Score -7842459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7842448.500000 Penalty: 5283.403320
	Iteration 114Q: 3 clusters Score -7842448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7842448.500000 Penalty: 5283.403320
	Iteration 115Q: 3 clusters Score -7842448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7842446.500000 Penalty: 5283.403320
	Iteration 116Q: 3 clusters Score -7842446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7842454.000000 Penalty: 5283.403320
	Iteration 117Q: 3 clusters Score -7842454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7842452.500000 Penalty: 5283.403320
	Iteration 118Q: 3 clusters Score -7842452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7842453.500000 Penalty: 5283.403320
	Iteration 119Q: 3 clusters Score -7842454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -7842452.000000 Penalty: 5283.403320
	Iteration 120F: 3 clusters Score -7842452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7842462.000000 Penalty: 5283.403320
	Iteration 121Q: 3 clusters Score -7842462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7842460.500000 Penalty: 5283.403320
	Iteration 122Q: 3 clusters Score -7842460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7842458.000000 Penalty: 5283.403320
	Iteration 123Q: 3 clusters Score -7842458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7842455.500000 Penalty: 5283.403320
	Iteration 124Q: 3 clusters Score -7842456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7842459.500000 Penalty: 5283.403320
	Iteration 125Q: 3 clusters Score -7842460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7842464.500000 Penalty: 5283.403320
	Iteration 126Q: 3 clusters Score -7842464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7842464.500000 Penalty: 5283.403320
	Iteration 127F: 3 clusters Score -7842464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Entering Unmasked Estep 
Score: -8211151.500000 Penalty: 2654.938965
	Iteration 0F: 2 clusters Score -8211152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -8181149.500000 Penalty: 5309.877930
	Iteration 0F: 3 clusters Score -8181150 nChanged 20757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -8192580.000000 Penalty: 5309.877930
	Iteration 1F: 3 clusters Score -8192580 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -8193085.500000 Penalty: 5309.877930
	Iteration 2Q: 3 clusters Score -8193086 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -8193468.500000 Penalty: 5309.877930
	Iteration 3Q: 3 clusters Score -8193468 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -8193859.000000 Penalty: 5309.877930
	Iteration 4Q: 3 clusters Score -8193859 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -8194237.000000 Penalty: 5309.877930
	Iteration 5Q: 3 clusters Score -8194237 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -8194688.500000 Penalty: 5309.877930
	Iteration 6Q: 3 clusters Score -8194688 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -8195373.500000 Penalty: 5309.877930
	Iteration 7Q: 3 clusters Score -8195374 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -8196417.500000 Penalty: 5309.877930
	Iteration 8Q: 3 clusters Score -8196418 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -8197924.500000 Penalty: 5309.877930
	Iteration 9F: 3 clusters Score -8197924 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -8199970.500000 Penalty: 5309.877930
	Iteration 10F: 3 clusters Score -8199970 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -8202519.000000 Penalty: 5309.877930
	Iteration 11F: 3 clusters Score -8202519 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -8204916.000000 Penalty: 5309.877930
	Iteration 12F: 3 clusters Score -8204916 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -8206856.000000 Penalty: 5309.877930
	Iteration 13Q: 3 clusters Score -8206856 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8207943.500000 Penalty: 5309.877930
	Iteration 14Q: 3 clusters Score -8207944 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8208432.500000 Penalty: 5309.877930
	Iteration 15Q: 3 clusters Score -8208432 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8208659.500000 Penalty: 5309.877930
	Iteration 16Q: 3 clusters Score -8208660 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8208762.000000 Penalty: 5309.877930
	Iteration 17Q: 3 clusters Score -8208762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8208806.000000 Penalty: 5309.877930
	Iteration 18Q: 3 clusters Score -8208806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8208840.000000 Penalty: 5309.877930
	Iteration 19Q: 3 clusters Score -8208840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8208861.000000 Penalty: 5309.877930
	Iteration 20F: 3 clusters Score -8208861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8208886.000000 Penalty: 5309.877930
	Iteration 21Q: 3 clusters Score -8208886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8208892.000000 Penalty: 5309.877930
	Iteration 22Q: 3 clusters Score -8208892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8208902.000000 Penalty: 5309.877930
	Iteration 23Q: 3 clusters Score -8208902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8208910.500000 Penalty: 5309.877930
	Iteration 24Q: 3 clusters Score -8208910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8208905.500000 Penalty: 5309.877930
	Iteration 25Q: 3 clusters Score -8208906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8208912.500000 Penalty: 5309.877930
	Iteration 26Q: 3 clusters Score -8208912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8208914.500000 Penalty: 5309.877930
	Iteration 27Q: 3 clusters Score -8208914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8208918.000000 Penalty: 5309.877930
	Iteration 28Q: 3 clusters Score -8208918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8208916.500000 Penalty: 5309.877930
	Iteration 29Q: 3 clusters Score -8208916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8208917.000000 Penalty: 5309.877930
	Iteration 30Q: 3 clusters Score -8208917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8208917.000000 Penalty: 5309.877930
	Iteration 31F: 3 clusters Score -8208917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -75084.085938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -75084.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73585.421875 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -73585.42 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73895.289062 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -73895.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74066.789062 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -74066.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74185.093750 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -74185.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74226.664062 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -74226.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74271.687500 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -74271.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74317.945312 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -74317.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74366.781250 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -74366.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74393.148438 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -74393.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74425.101562 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -74425.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74470.460938 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -74470.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74482.515625 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -74482.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74484.742188 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -74484.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74484.742188 Penalty: 3122.451904
	Iteration 13F: 3 clusters Score -74484.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -229305.796875 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -229305.8 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 648 members 
Entering Unmasked Estep 
Score: -227256.640625 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -227256.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -228061.171875 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -228061.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -228436.046875 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -228436 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -228646.640625 Penalty: 3563.575928
	Iteration 3F: 3 clusters Score -228646.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -228784.828125 Penalty: 3563.575928
	Iteration 4F: 3 clusters Score -228784.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -228882.515625 Penalty: 3563.575928
	Iteration 5Q: 3 clusters Score -228882.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -228943.375000 Penalty: 3563.575928
	Iteration 6Q: 3 clusters Score -228943.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -228990.078125 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -228990.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -229021.921875 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -229021.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -229042.765625 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -229042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -229052.453125 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -229052.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -229063.078125 Penalty: 3563.575928
	Iteration 11Q: 3 clusters Score -229063.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -229077.000000 Penalty: 3563.575928
	Iteration 12Q: 3 clusters Score -229077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -229085.921875 Penalty: 3563.575928
	Iteration 13Q: 3 clusters Score -229085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -229095.015625 Penalty: 3563.575928
	Iteration 14Q: 3 clusters Score -229095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -229119.234375 Penalty: 3563.575928
	Iteration 15Q: 3 clusters Score -229119.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -229139.625000 Penalty: 3563.575928
	Iteration 16Q: 3 clusters Score -229139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -229147.078125 Penalty: 3563.575928
	Iteration 17Q: 3 clusters Score -229147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -229148.421875 Penalty: 3563.575928
	Iteration 18Q: 3 clusters Score -229148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -229149.156250 Penalty: 3563.575928
	Iteration 19Q: 3 clusters Score -229149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -229158.296875 Penalty: 3563.575928
	Iteration 20F: 3 clusters Score -229158.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -229158.906250 Penalty: 3563.575928
	Iteration 21Q: 3 clusters Score -229158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -229159.343750 Penalty: 3563.575928
	Iteration 22Q: 3 clusters Score -229159.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -229159.343750 Penalty: 3563.575928
	Iteration 23F: 3 clusters Score -229159.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Entering Unmasked Estep 
Score: -8150672.500000 Penalty: 2649.707031
	Iteration 0F: 2 clusters Score -8150672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -8121819.000000 Penalty: 5299.414062
	Iteration 0F: 3 clusters Score -8121819 nChanged 20001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -8133624.000000 Penalty: 5299.414062
	Iteration 1F: 3 clusters Score -8133624 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -8135035.500000 Penalty: 5299.414062
	Iteration 2F: 3 clusters Score -8135036 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -8136743.000000 Penalty: 5299.414062
	Iteration 3F: 3 clusters Score -8136743 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -8138782.500000 Penalty: 5299.414062
	Iteration 4F: 3 clusters Score -8138782 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -8141167.000000 Penalty: 5299.414062
	Iteration 5F: 3 clusters Score -8141167 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -8143220.000000 Penalty: 5299.414062
	Iteration 6F: 3 clusters Score -8143220 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -8144395.500000 Penalty: 5299.414062
	Iteration 7F: 3 clusters Score -8144396 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -8144905.000000 Penalty: 5299.414062
	Iteration 8Q: 3 clusters Score -8144905 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -8145101.500000 Penalty: 5299.414062
	Iteration 9Q: 3 clusters Score -8145102 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -8145275.500000 Penalty: 5299.414062
	Iteration 10Q: 3 clusters Score -8145276 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -8145396.000000 Penalty: 5299.414062
	Iteration 11Q: 3 clusters Score -8145396 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -8145543.000000 Penalty: 5299.414062
	Iteration 12Q: 3 clusters Score -8145543 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -8145672.500000 Penalty: 5299.414062
	Iteration 13Q: 3 clusters Score -8145672 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -8145765.000000 Penalty: 5299.414062
	Iteration 14Q: 3 clusters Score -8145765 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -8145878.500000 Penalty: 5299.414062
	Iteration 15Q: 3 clusters Score -8145878 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -8145973.500000 Penalty: 5299.414062
	Iteration 16Q: 3 clusters Score -8145974 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -8146069.000000 Penalty: 5299.414062
	Iteration 17Q: 3 clusters Score -8146069 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -8146154.500000 Penalty: 5299.414062
	Iteration 18Q: 3 clusters Score -8146154 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -8146252.500000 Penalty: 5299.414062
	Iteration 19Q: 3 clusters Score -8146252 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -8146364.500000 Penalty: 5299.414062
	Iteration 20F: 3 clusters Score -8146364 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -8146439.000000 Penalty: 5299.414062
	Iteration 21Q: 3 clusters Score -8146439 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -8146546.500000 Penalty: 5299.414062
	Iteration 22Q: 3 clusters Score -8146546 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -8146665.500000 Penalty: 5299.414062
	Iteration 23Q: 3 clusters Score -8146666 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -8146746.500000 Penalty: 5299.414062
	Iteration 24Q: 3 clusters Score -8146746 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -8146858.500000 Penalty: 5299.414062
	Iteration 25Q: 3 clusters Score -8146858 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -8147014.000000 Penalty: 5299.414062
	Iteration 26Q: 3 clusters Score -8147014 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -8147190.500000 Penalty: 5299.414062
	Iteration 27Q: 3 clusters Score -8147190 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -8147309.500000 Penalty: 5299.414062
	Iteration 28Q: 3 clusters Score -8147310 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -8147449.500000 Penalty: 5299.414062
	Iteration 29Q: 3 clusters Score -8147450 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -8147604.500000 Penalty: 5299.414062
	Iteration 30Q: 3 clusters Score -8147604 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -8147693.500000 Penalty: 5299.414062
	Iteration 31Q: 3 clusters Score -8147694 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -8147801.500000 Penalty: 5299.414062
	Iteration 32Q: 3 clusters Score -8147802 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -8147932.000000 Penalty: 5299.414062
	Iteration 33Q: 3 clusters Score -8147932 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -8148014.500000 Penalty: 5299.414062
	Iteration 34Q: 3 clusters Score -8148014 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -8148105.000000 Penalty: 5299.414062
	Iteration 35Q: 3 clusters Score -8148105 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -8148186.000000 Penalty: 5299.414062
	Iteration 36Q: 3 clusters Score -8148186 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -8148278.500000 Penalty: 5299.414062
	Iteration 37Q: 3 clusters Score -8148278 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -8148339.500000 Penalty: 5299.414062
	Iteration 38Q: 3 clusters Score -8148340 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8148404.500000 Penalty: 5299.414062
	Iteration 39Q: 3 clusters Score -8148404 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -8148475.500000 Penalty: 5299.414062
	Iteration 40F: 3 clusters Score -8148476 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -8148534.000000 Penalty: 5299.414062
	Iteration 41Q: 3 clusters Score -8148534 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -8148625.500000 Penalty: 5299.414062
	Iteration 42Q: 3 clusters Score -8148626 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8148679.000000 Penalty: 5299.414062
	Iteration 43Q: 3 clusters Score -8148679 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -8148709.000000 Penalty: 5299.414062
	Iteration 44Q: 3 clusters Score -8148709 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -8148748.000000 Penalty: 5299.414062
	Iteration 45Q: 3 clusters Score -8148748 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8148799.000000 Penalty: 5299.414062
	Iteration 46Q: 3 clusters Score -8148799 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -8148815.000000 Penalty: 5299.414062
	Iteration 47Q: 3 clusters Score -8148815 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8148824.500000 Penalty: 5299.414062
	Iteration 48Q: 3 clusters Score -8148824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -8148836.000000 Penalty: 5299.414062
	Iteration 49Q: 3 clusters Score -8148836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -8148839.000000 Penalty: 5299.414062
	Iteration 50Q: 3 clusters Score -8148839 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8148882.500000 Penalty: 5299.414062
	Iteration 51Q: 3 clusters Score -8148882 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -8148897.000000 Penalty: 5299.414062
	Iteration 52Q: 3 clusters Score -8148897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8148934.500000 Penalty: 5299.414062
	Iteration 53Q: 3 clusters Score -8148934 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8148953.000000 Penalty: 5299.414062
	Iteration 54Q: 3 clusters Score -8148953 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8148975.000000 Penalty: 5299.414062
	Iteration 55Q: 3 clusters Score -8148975 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8148979.500000 Penalty: 5299.414062
	Iteration 56Q: 3 clusters Score -8148980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8149005.500000 Penalty: 5299.414062
	Iteration 57Q: 3 clusters Score -8149006 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8149010.000000 Penalty: 5299.414062
	Iteration 58Q: 3 clusters Score -8149010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8149023.500000 Penalty: 5299.414062
	Iteration 59Q: 3 clusters Score -8149024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -8149037.500000 Penalty: 5299.414062
	Iteration 60F: 3 clusters Score -8149038 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8149058.000000 Penalty: 5299.414062
	Iteration 61Q: 3 clusters Score -8149058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8149068.500000 Penalty: 5299.414062
	Iteration 62Q: 3 clusters Score -8149068 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8149090.500000 Penalty: 5299.414062
	Iteration 63Q: 3 clusters Score -8149090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8149082.500000 Penalty: 5299.414062
	Iteration 64Q: 3 clusters Score -8149082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8149089.000000 Penalty: 5299.414062
	Iteration 65Q: 3 clusters Score -8149089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8149085.500000 Penalty: 5299.414062
	Iteration 66Q: 3 clusters Score -8149086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8149076.000000 Penalty: 5299.414062
	Iteration 67Q: 3 clusters Score -8149076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8149083.000000 Penalty: 5299.414062
	Iteration 68Q: 3 clusters Score -8149083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8149086.000000 Penalty: 5299.414062
	Iteration 69Q: 3 clusters Score -8149086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8149090.500000 Penalty: 5299.414062
	Iteration 70Q: 3 clusters Score -8149090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8149093.500000 Penalty: 5299.414062
	Iteration 71Q: 3 clusters Score -8149094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8149099.500000 Penalty: 5299.414062
	Iteration 72Q: 3 clusters Score -8149100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8149104.000000 Penalty: 5299.414062
	Iteration 73Q: 3 clusters Score -8149104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8149103.000000 Penalty: 5299.414062
	Iteration 74Q: 3 clusters Score -8149103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8149111.500000 Penalty: 5299.414062
	Iteration 75Q: 3 clusters Score -8149112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8149107.500000 Penalty: 5299.414062
	Iteration 76Q: 3 clusters Score -8149108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8149114.000000 Penalty: 5299.414062
	Iteration 77Q: 3 clusters Score -8149114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8149103.500000 Penalty: 5299.414062
	Iteration 78Q: 3 clusters Score -8149104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8149098.000000 Penalty: 5299.414062
	Iteration 79Q: 3 clusters Score -8149098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8149092.500000 Penalty: 5299.414062
	Iteration 80F: 3 clusters Score -8149092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8149087.500000 Penalty: 5299.414062
	Iteration 81Q: 3 clusters Score -8149088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8149081.500000 Penalty: 5299.414062
	Iteration 82Q: 3 clusters Score -8149082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8149087.000000 Penalty: 5299.414062
	Iteration 83Q: 3 clusters Score -8149087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8149079.000000 Penalty: 5299.414062
	Iteration 84Q: 3 clusters Score -8149079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8149080.000000 Penalty: 5299.414062
	Iteration 85Q: 3 clusters Score -8149080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8149085.500000 Penalty: 5299.414062
	Iteration 86Q: 3 clusters Score -8149086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8149075.000000 Penalty: 5299.414062
	Iteration 87Q: 3 clusters Score -8149075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8149071.000000 Penalty: 5299.414062
	Iteration 88Q: 3 clusters Score -8149071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8149072.500000 Penalty: 5299.414062
	Iteration 89Q: 3 clusters Score -8149072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8149074.500000 Penalty: 5299.414062
	Iteration 90Q: 3 clusters Score -8149074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8149067.500000 Penalty: 5299.414062
	Iteration 91Q: 3 clusters Score -8149068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8149065.500000 Penalty: 5299.414062
	Iteration 92Q: 3 clusters Score -8149066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8149070.500000 Penalty: 5299.414062
	Iteration 93Q: 3 clusters Score -8149070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8149071.500000 Penalty: 5299.414062
	Iteration 94Q: 3 clusters Score -8149072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8149063.500000 Penalty: 5299.414062
	Iteration 95Q: 3 clusters Score -8149064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8149071.000000 Penalty: 5299.414062
	Iteration 96Q: 3 clusters Score -8149071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8149081.000000 Penalty: 5299.414062
	Iteration 97Q: 3 clusters Score -8149081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8149084.500000 Penalty: 5299.414062
	Iteration 98Q: 3 clusters Score -8149084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8149073.500000 Penalty: 5299.414062
	Iteration 99Q: 3 clusters Score -8149074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8149069.000000 Penalty: 5299.414062
	Iteration 100F: 3 clusters Score -8149069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8149081.000000 Penalty: 5299.414062
	Iteration 101Q: 3 clusters Score -8149081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8149082.000000 Penalty: 5299.414062
	Iteration 102Q: 3 clusters Score -8149082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8149082.000000 Penalty: 5299.414062
	Iteration 103Q: 3 clusters Score -8149082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8149078.000000 Penalty: 5299.414062
	Iteration 104Q: 3 clusters Score -8149078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8149071.500000 Penalty: 5299.414062
	Iteration 105Q: 3 clusters Score -8149072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8149074.500000 Penalty: 5299.414062
	Iteration 106Q: 3 clusters Score -8149074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8149073.500000 Penalty: 5299.414062
	Iteration 107Q: 3 clusters Score -8149074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8149071.500000 Penalty: 5299.414062
	Iteration 108Q: 3 clusters Score -8149072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8149071.500000 Penalty: 5299.414062
	Iteration 109F: 3 clusters Score -8149072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -49571.371094 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -49571.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48228.933594 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -48228.93 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48665.351562 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -48665.35 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48880.609375 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -48880.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49024.296875 Penalty: 3055.958740
	Iteration 3F: 3 clusters Score -49024.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49105.332031 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -49105.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49202.460938 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -49202.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49226.164062 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -49226.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49252.875000 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -49252.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49261.433594 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -49261.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49265.464844 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -49265.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49267.792969 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -49267.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49267.792969 Penalty: 3055.958740
	Iteration 11F: 3 clusters Score -49267.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Entering Unmasked Estep 
Score: -5199324.000000 Penalty: 2546.960938
	Iteration 0F: 2 clusters Score -5199324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -5179490.000000 Penalty: 5093.921875
	Iteration 0F: 3 clusters Score -5179490 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -5186287.000000 Penalty: 5093.921875
	Iteration 1F: 3 clusters Score -5186287 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -5186684.000000 Penalty: 5093.921875
	Iteration 2Q: 3 clusters Score -5186684 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -5186999.000000 Penalty: 5093.921875
	Iteration 3Q: 3 clusters Score -5186999 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -5187340.500000 Penalty: 5093.921875
	Iteration 4Q: 3 clusters Score -5187340 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -5187671.500000 Penalty: 5093.921875
	Iteration 5Q: 3 clusters Score -5187672 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -5188113.500000 Penalty: 5093.921875
	Iteration 6Q: 3 clusters Score -5188114 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -5188668.500000 Penalty: 5093.921875
	Iteration 7Q: 3 clusters Score -5188668 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -5189423.500000 Penalty: 5093.921875
	Iteration 8F: 3 clusters Score -5189424 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -5190457.500000 Penalty: 5093.921875
	Iteration 9F: 3 clusters Score -5190458 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -5191649.000000 Penalty: 5093.921875
	Iteration 10F: 3 clusters Score -5191649 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5192712.500000 Penalty: 5093.921875
	Iteration 11F: 3 clusters Score -5192712 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -5193655.000000 Penalty: 5093.921875
	Iteration 12Q: 3 clusters Score -5193655 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5194438.500000 Penalty: 5093.921875
	Iteration 13Q: 3 clusters Score -5194438 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5195069.500000 Penalty: 5093.921875
	Iteration 14Q: 3 clusters Score -5195070 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5195626.500000 Penalty: 5093.921875
	Iteration 15Q: 3 clusters Score -5195626 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5196183.000000 Penalty: 5093.921875
	Iteration 16Q: 3 clusters Score -5196183 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5196655.500000 Penalty: 5093.921875
	Iteration 17Q: 3 clusters Score -5196656 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5197044.500000 Penalty: 5093.921875
	Iteration 18Q: 3 clusters Score -5197044 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5197353.500000 Penalty: 5093.921875
	Iteration 19Q: 3 clusters Score -5197354 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5197443.500000 Penalty: 5093.921875
	Iteration 20F: 3 clusters Score -5197444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5197478.500000 Penalty: 5093.921875
	Iteration 21Q: 3 clusters Score -5197478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5197490.500000 Penalty: 5093.921875
	Iteration 22Q: 3 clusters Score -5197490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5197497.000000 Penalty: 5093.921875
	Iteration 23Q: 3 clusters Score -5197497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5197504.500000 Penalty: 5093.921875
	Iteration 24Q: 3 clusters Score -5197504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5197516.000000 Penalty: 5093.921875
	Iteration 25Q: 3 clusters Score -5197516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5197524.000000 Penalty: 5093.921875
	Iteration 26Q: 3 clusters Score -5197524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5197522.500000 Penalty: 5093.921875
	Iteration 27Q: 3 clusters Score -5197522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5197527.000000 Penalty: 5093.921875
	Iteration 28Q: 3 clusters Score -5197527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5197530.000000 Penalty: 5093.921875
	Iteration 29Q: 3 clusters Score -5197530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5197526.500000 Penalty: 5093.921875
	Iteration 30Q: 3 clusters Score -5197526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5197526.000000 Penalty: 5093.921875
	Iteration 31Q: 3 clusters Score -5197526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5197529.500000 Penalty: 5093.921875
	Iteration 32Q: 3 clusters Score -5197530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5197522.500000 Penalty: 5093.921875
	Iteration 33Q: 3 clusters Score -5197522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5197524.000000 Penalty: 5093.921875
	Iteration 34Q: 3 clusters Score -5197524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5197530.000000 Penalty: 5093.921875
	Iteration 35Q: 3 clusters Score -5197530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5197532.000000 Penalty: 5093.921875
	Iteration 36Q: 3 clusters Score -5197532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5197532.000000 Penalty: 5093.921875
	Iteration 37F: 3 clusters Score -5197532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Entering Unmasked Estep 
Score: -8059098.000000 Penalty: 2648.100098
	Iteration 0F: 2 clusters Score -8059098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -8030143.000000 Penalty: 5296.200195
	Iteration 0F: 3 clusters Score -8030143 nChanged 19940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -8040930.500000 Penalty: 5296.200195
	Iteration 1F: 3 clusters Score -8040930 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -8041582.000000 Penalty: 5296.200195
	Iteration 2Q: 3 clusters Score -8041582 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -8042294.000000 Penalty: 5296.200195
	Iteration 3Q: 3 clusters Score -8042294 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -8043097.000000 Penalty: 5296.200195
	Iteration 4Q: 3 clusters Score -8043097 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -8044059.000000 Penalty: 5296.200195
	Iteration 5Q: 3 clusters Score -8044059 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -8045201.500000 Penalty: 5296.200195
	Iteration 6Q: 3 clusters Score -8045202 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -8046586.000000 Penalty: 5296.200195
	Iteration 7F: 3 clusters Score -8046586 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -8048122.500000 Penalty: 5296.200195
	Iteration 8F: 3 clusters Score -8048122 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -8049631.000000 Penalty: 5296.200195
	Iteration 9F: 3 clusters Score -8049631 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -8050986.500000 Penalty: 5296.200195
	Iteration 10F: 3 clusters Score -8050986 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -8052079.000000 Penalty: 5296.200195
	Iteration 11Q: 3 clusters Score -8052079 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -8052764.500000 Penalty: 5296.200195
	Iteration 12Q: 3 clusters Score -8052764 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -8053149.500000 Penalty: 5296.200195
	Iteration 13Q: 3 clusters Score -8053150 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -8053427.000000 Penalty: 5296.200195
	Iteration 14Q: 3 clusters Score -8053427 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -8053565.500000 Penalty: 5296.200195
	Iteration 15Q: 3 clusters Score -8053566 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -8053673.500000 Penalty: 5296.200195
	Iteration 16Q: 3 clusters Score -8053674 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -8053784.500000 Penalty: 5296.200195
	Iteration 17Q: 3 clusters Score -8053784 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -8053916.500000 Penalty: 5296.200195
	Iteration 18Q: 3 clusters Score -8053916 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -8053984.500000 Penalty: 5296.200195
	Iteration 19Q: 3 clusters Score -8053984 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -8054053.500000 Penalty: 5296.200195
	Iteration 20F: 3 clusters Score -8054054 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -8054151.000000 Penalty: 5296.200195
	Iteration 21Q: 3 clusters Score -8054151 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -8054309.500000 Penalty: 5296.200195
	Iteration 22Q: 3 clusters Score -8054310 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -8054396.000000 Penalty: 5296.200195
	Iteration 23Q: 3 clusters Score -8054396 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -8054459.500000 Penalty: 5296.200195
	Iteration 24Q: 3 clusters Score -8054460 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -8054548.000000 Penalty: 5296.200195
	Iteration 25Q: 3 clusters Score -8054548 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -8054628.000000 Penalty: 5296.200195
	Iteration 26Q: 3 clusters Score -8054628 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -8054708.500000 Penalty: 5296.200195
	Iteration 27Q: 3 clusters Score -8054708 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -8054766.500000 Penalty: 5296.200195
	Iteration 28Q: 3 clusters Score -8054766 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -8054799.500000 Penalty: 5296.200195
	Iteration 29Q: 3 clusters Score -8054800 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -8054925.000000 Penalty: 5296.200195
	Iteration 30Q: 3 clusters Score -8054925 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -8054956.500000 Penalty: 5296.200195
	Iteration 31Q: 3 clusters Score -8054956 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -8054996.500000 Penalty: 5296.200195
	Iteration 32Q: 3 clusters Score -8054996 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -8055050.000000 Penalty: 5296.200195
	Iteration 33Q: 3 clusters Score -8055050 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -8055084.500000 Penalty: 5296.200195
	Iteration 34Q: 3 clusters Score -8055084 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -8055159.000000 Penalty: 5296.200195
	Iteration 35Q: 3 clusters Score -8055159 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -8055184.500000 Penalty: 5296.200195
	Iteration 36Q: 3 clusters Score -8055184 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -8055231.000000 Penalty: 5296.200195
	Iteration 37Q: 3 clusters Score -8055231 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -8055274.500000 Penalty: 5296.200195
	Iteration 38Q: 3 clusters Score -8055274 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -8055345.000000 Penalty: 5296.200195
	Iteration 39Q: 3 clusters Score -8055345 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -8055369.000000 Penalty: 5296.200195
	Iteration 40F: 3 clusters Score -8055369 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -8055415.500000 Penalty: 5296.200195
	Iteration 41Q: 3 clusters Score -8055416 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -8055482.500000 Penalty: 5296.200195
	Iteration 42Q: 3 clusters Score -8055482 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -8055588.500000 Penalty: 5296.200195
	Iteration 43Q: 3 clusters Score -8055588 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -8055641.500000 Penalty: 5296.200195
	Iteration 44Q: 3 clusters Score -8055642 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -8055685.500000 Penalty: 5296.200195
	Iteration 45Q: 3 clusters Score -8055686 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -8055749.000000 Penalty: 5296.200195
	Iteration 46Q: 3 clusters Score -8055749 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -8055807.000000 Penalty: 5296.200195
	Iteration 47Q: 3 clusters Score -8055807 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -8055868.500000 Penalty: 5296.200195
	Iteration 48Q: 3 clusters Score -8055868 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -8055929.000000 Penalty: 5296.200195
	Iteration 49Q: 3 clusters Score -8055929 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -8055996.500000 Penalty: 5296.200195
	Iteration 50Q: 3 clusters Score -8055996 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -8056045.000000 Penalty: 5296.200195
	Iteration 51Q: 3 clusters Score -8056045 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -8056139.000000 Penalty: 5296.200195
	Iteration 52Q: 3 clusters Score -8056139 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -8056217.500000 Penalty: 5296.200195
	Iteration 53Q: 3 clusters Score -8056218 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -8056244.500000 Penalty: 5296.200195
	Iteration 54Q: 3 clusters Score -8056244 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -8056298.500000 Penalty: 5296.200195
	Iteration 55Q: 3 clusters Score -8056298 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -8056360.000000 Penalty: 5296.200195
	Iteration 56Q: 3 clusters Score -8056360 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -8056379.500000 Penalty: 5296.200195
	Iteration 57Q: 3 clusters Score -8056380 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -8056458.000000 Penalty: 5296.200195
	Iteration 58Q: 3 clusters Score -8056458 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -8056531.000000 Penalty: 5296.200195
	Iteration 59Q: 3 clusters Score -8056531 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -8056601.000000 Penalty: 5296.200195
	Iteration 60F: 3 clusters Score -8056601 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -8056620.500000 Penalty: 5296.200195
	Iteration 61Q: 3 clusters Score -8056620 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -8056716.500000 Penalty: 5296.200195
	Iteration 62Q: 3 clusters Score -8056716 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -8056768.000000 Penalty: 5296.200195
	Iteration 63Q: 3 clusters Score -8056768 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -8056819.500000 Penalty: 5296.200195
	Iteration 64Q: 3 clusters Score -8056820 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -8056857.000000 Penalty: 5296.200195
	Iteration 65Q: 3 clusters Score -8056857 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -8056891.500000 Penalty: 5296.200195
	Iteration 66Q: 3 clusters Score -8056892 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -8056951.500000 Penalty: 5296.200195
	Iteration 67Q: 3 clusters Score -8056952 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -8057003.000000 Penalty: 5296.200195
	Iteration 68Q: 3 clusters Score -8057003 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -8057038.000000 Penalty: 5296.200195
	Iteration 69Q: 3 clusters Score -8057038 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -8057060.500000 Penalty: 5296.200195
	Iteration 70Q: 3 clusters Score -8057060 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -8057120.500000 Penalty: 5296.200195
	Iteration 71Q: 3 clusters Score -8057120 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -8057122.000000 Penalty: 5296.200195
	Iteration 72Q: 3 clusters Score -8057122 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -8057146.500000 Penalty: 5296.200195
	Iteration 73Q: 3 clusters Score -8057146 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -8057185.500000 Penalty: 5296.200195
	Iteration 74Q: 3 clusters Score -8057186 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -8057224.000000 Penalty: 5296.200195
	Iteration 75Q: 3 clusters Score -8057224 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -8057287.000000 Penalty: 5296.200195
	Iteration 76Q: 3 clusters Score -8057287 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -8057339.000000 Penalty: 5296.200195
	Iteration 77Q: 3 clusters Score -8057339 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -8057377.000000 Penalty: 5296.200195
	Iteration 78Q: 3 clusters Score -8057377 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -8057388.000000 Penalty: 5296.200195
	Iteration 79Q: 3 clusters Score -8057388 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -8057403.500000 Penalty: 5296.200195
	Iteration 80F: 3 clusters Score -8057404 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -8057404.000000 Penalty: 5296.200195
	Iteration 81Q: 3 clusters Score -8057404 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -8057434.500000 Penalty: 5296.200195
	Iteration 82Q: 3 clusters Score -8057434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -8057457.000000 Penalty: 5296.200195
	Iteration 83Q: 3 clusters Score -8057457 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -8057475.500000 Penalty: 5296.200195
	Iteration 84Q: 3 clusters Score -8057476 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -8057500.500000 Penalty: 5296.200195
	Iteration 85Q: 3 clusters Score -8057500 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -8057511.000000 Penalty: 5296.200195
	Iteration 86Q: 3 clusters Score -8057511 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -8057525.000000 Penalty: 5296.200195
	Iteration 87Q: 3 clusters Score -8057525 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -8057550.000000 Penalty: 5296.200195
	Iteration 88Q: 3 clusters Score -8057550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -8057556.500000 Penalty: 5296.200195
	Iteration 89Q: 3 clusters Score -8057556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -8057572.500000 Penalty: 5296.200195
	Iteration 90Q: 3 clusters Score -8057572 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -8057579.000000 Penalty: 5296.200195
	Iteration 91Q: 3 clusters Score -8057579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -8057603.500000 Penalty: 5296.200195
	Iteration 92Q: 3 clusters Score -8057604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -8057597.000000 Penalty: 5296.200195
	Iteration 93Q: 3 clusters Score -8057597 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -8057597.500000 Penalty: 5296.200195
	Iteration 94Q: 3 clusters Score -8057598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -8057593.500000 Penalty: 5296.200195
	Iteration 95Q: 3 clusters Score -8057594 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -8057604.000000 Penalty: 5296.200195
	Iteration 96Q: 3 clusters Score -8057604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -8057622.000000 Penalty: 5296.200195
	Iteration 97Q: 3 clusters Score -8057622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -8057629.000000 Penalty: 5296.200195
	Iteration 98Q: 3 clusters Score -8057629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -8057646.000000 Penalty: 5296.200195
	Iteration 99Q: 3 clusters Score -8057646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -8057670.000000 Penalty: 5296.200195
	Iteration 100F: 3 clusters Score -8057670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -8057683.500000 Penalty: 5296.200195
	Iteration 101Q: 3 clusters Score -8057684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -8057706.000000 Penalty: 5296.200195
	Iteration 102Q: 3 clusters Score -8057706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -8057709.500000 Penalty: 5296.200195
	Iteration 103Q: 3 clusters Score -8057710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -8057712.000000 Penalty: 5296.200195
	Iteration 104Q: 3 clusters Score -8057712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -8057726.500000 Penalty: 5296.200195
	Iteration 105Q: 3 clusters Score -8057726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -8057725.000000 Penalty: 5296.200195
	Iteration 106Q: 3 clusters Score -8057725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -8057733.000000 Penalty: 5296.200195
	Iteration 107Q: 3 clusters Score -8057733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -8057751.000000 Penalty: 5296.200195
	Iteration 108Q: 3 clusters Score -8057751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -8057771.500000 Penalty: 5296.200195
	Iteration 109Q: 3 clusters Score -8057772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8057767.500000 Penalty: 5296.200195
	Iteration 110Q: 3 clusters Score -8057768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -8057780.500000 Penalty: 5296.200195
	Iteration 111Q: 3 clusters Score -8057780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -8057784.500000 Penalty: 5296.200195
	Iteration 112Q: 3 clusters Score -8057784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -8057785.000000 Penalty: 5296.200195
	Iteration 113Q: 3 clusters Score -8057785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -8057803.500000 Penalty: 5296.200195
	Iteration 114Q: 3 clusters Score -8057804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -8057803.500000 Penalty: 5296.200195
	Iteration 115Q: 3 clusters Score -8057804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -8057810.500000 Penalty: 5296.200195
	Iteration 116Q: 3 clusters Score -8057810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -8057808.500000 Penalty: 5296.200195
	Iteration 117Q: 3 clusters Score -8057808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -8057803.000000 Penalty: 5296.200195
	Iteration 118Q: 3 clusters Score -8057803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -8057803.000000 Penalty: 5296.200195
	Iteration 119Q: 3 clusters Score -8057803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -8057801.000000 Penalty: 5296.200195
	Iteration 120F: 3 clusters Score -8057801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -8057804.000000 Penalty: 5296.200195
	Iteration 121Q: 3 clusters Score -8057804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -8057808.000000 Penalty: 5296.200195
	Iteration 122Q: 3 clusters Score -8057808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -8057808.500000 Penalty: 5296.200195
	Iteration 123Q: 3 clusters Score -8057808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -8057810.500000 Penalty: 5296.200195
	Iteration 124Q: 3 clusters Score -8057810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -8057822.000000 Penalty: 5296.200195
	Iteration 125Q: 3 clusters Score -8057822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -8057816.500000 Penalty: 5296.200195
	Iteration 126Q: 3 clusters Score -8057816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -8057820.000000 Penalty: 5296.200195
	Iteration 127Q: 3 clusters Score -8057820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -8057823.000000 Penalty: 5296.200195
	Iteration 128Q: 3 clusters Score -8057823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -8057821.000000 Penalty: 5296.200195
	Iteration 129Q: 3 clusters Score -8057821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -8057836.000000 Penalty: 5296.200195
	Iteration 130Q: 3 clusters Score -8057836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -8057827.500000 Penalty: 5296.200195
	Iteration 131Q: 3 clusters Score -8057828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -8057828.000000 Penalty: 5296.200195
	Iteration 132Q: 3 clusters Score -8057828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -8057833.000000 Penalty: 5296.200195
	Iteration 133Q: 3 clusters Score -8057833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -8057837.500000 Penalty: 5296.200195
	Iteration 134Q: 3 clusters Score -8057838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -8057843.000000 Penalty: 5296.200195
	Iteration 135Q: 3 clusters Score -8057843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -8057842.000000 Penalty: 5296.200195
	Iteration 136Q: 3 clusters Score -8057842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -8057840.000000 Penalty: 5296.200195
	Iteration 137Q: 3 clusters Score -8057840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -8057836.000000 Penalty: 5296.200195
	Iteration 138Q: 3 clusters Score -8057836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -8057838.000000 Penalty: 5296.200195
	Iteration 139Q: 3 clusters Score -8057838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -8057835.000000 Penalty: 5296.200195
	Iteration 140F: 3 clusters Score -8057835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -8057833.500000 Penalty: 5296.200195
	Iteration 141Q: 3 clusters Score -8057834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -8057835.500000 Penalty: 5296.200195
	Iteration 142Q: 3 clusters Score -8057836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -8057819.500000 Penalty: 5296.200195
	Iteration 143Q: 3 clusters Score -8057820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -8057829.000000 Penalty: 5296.200195
	Iteration 144Q: 3 clusters Score -8057829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -8057822.000000 Penalty: 5296.200195
	Iteration 145Q: 3 clusters Score -8057822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -8057829.500000 Penalty: 5296.200195
	Iteration 146Q: 3 clusters Score -8057830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -8057841.500000 Penalty: 5296.200195
	Iteration 147Q: 3 clusters Score -8057842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -8057849.500000 Penalty: 5296.200195
	Iteration 148Q: 3 clusters Score -8057850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -8057844.000000 Penalty: 5296.200195
	Iteration 149Q: 3 clusters Score -8057844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -8057844.000000 Penalty: 5296.200195
	Iteration 150Q: 3 clusters Score -8057844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -8057855.000000 Penalty: 5296.200195
	Iteration 151Q: 3 clusters Score -8057855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -8057851.500000 Penalty: 5296.200195
	Iteration 152Q: 3 clusters Score -8057852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -8057848.000000 Penalty: 5296.200195
	Iteration 153Q: 3 clusters Score -8057848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -8057850.000000 Penalty: 5296.200195
	Iteration 154Q: 3 clusters Score -8057850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -8057846.000000 Penalty: 5296.200195
	Iteration 155Q: 3 clusters Score -8057846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -8057843.500000 Penalty: 5296.200195
	Iteration 156Q: 3 clusters Score -8057844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -8057841.000000 Penalty: 5296.200195
	Iteration 157Q: 3 clusters Score -8057841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -8057836.500000 Penalty: 5296.200195
	Iteration 158Q: 3 clusters Score -8057836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -8057847.500000 Penalty: 5296.200195
	Iteration 159Q: 3 clusters Score -8057848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -8057848.000000 Penalty: 5296.200195
	Iteration 160F: 3 clusters Score -8057848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -8057850.500000 Penalty: 5296.200195
	Iteration 161Q: 3 clusters Score -8057850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -8057846.000000 Penalty: 5296.200195
	Iteration 162Q: 3 clusters Score -8057846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -8057848.500000 Penalty: 5296.200195
	Iteration 163Q: 3 clusters Score -8057848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -8057850.000000 Penalty: 5296.200195
	Iteration 164Q: 3 clusters Score -8057850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -8057848.000000 Penalty: 5296.200195
	Iteration 165Q: 3 clusters Score -8057848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -8057848.500000 Penalty: 5296.200195
	Iteration 166Q: 3 clusters Score -8057848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -8057845.000000 Penalty: 5296.200195
	Iteration 167Q: 3 clusters Score -8057845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -8057849.500000 Penalty: 5296.200195
	Iteration 168Q: 3 clusters Score -8057850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -8057849.500000 Penalty: 5296.200195
	Iteration 169F: 3 clusters Score -8057850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Entering Unmasked Estep 
Score: -8533556.000000 Penalty: 2662.308105
	Iteration 0F: 2 clusters Score -8533556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -8504094.000000 Penalty: 5324.616211
	Iteration 0F: 3 clusters Score -8504094 nChanged 21174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -8515476.000000 Penalty: 5324.616211
	Iteration 1F: 3 clusters Score -8515476 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -8516044.000000 Penalty: 5324.616211
	Iteration 2Q: 3 clusters Score -8516044 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -8516877.000000 Penalty: 5324.616211
	Iteration 3Q: 3 clusters Score -8516877 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -8518002.000000 Penalty: 5324.616211
	Iteration 4Q: 3 clusters Score -8518002 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -8519487.000000 Penalty: 5324.616211
	Iteration 5F: 3 clusters Score -8519487 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -8521277.000000 Penalty: 5324.616211
	Iteration 6F: 3 clusters Score -8521277 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -8523659.000000 Penalty: 5324.616211
	Iteration 7F: 3 clusters Score -8523659 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -8526240.000000 Penalty: 5324.616211
	Iteration 8F: 3 clusters Score -8526240 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -8528045.000000 Penalty: 5324.616211
	Iteration 9F: 3 clusters Score -8528045 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -8529060.000000 Penalty: 5324.616211
	Iteration 10Q: 3 clusters Score -8529060 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -8529644.000000 Penalty: 5324.616211
	Iteration 11Q: 3 clusters Score -8529644 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -8530060.000000 Penalty: 5324.616211
	Iteration 12Q: 3 clusters Score -8530060 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -8530463.000000 Penalty: 5324.616211
	Iteration 13Q: 3 clusters Score -8530463 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -8530774.000000 Penalty: 5324.616211
	Iteration 14Q: 3 clusters Score -8530774 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -8530996.000000 Penalty: 5324.616211
	Iteration 15Q: 3 clusters Score -8530996 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -8531143.000000 Penalty: 5324.616211
	Iteration 16Q: 3 clusters Score -8531143 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -8531246.000000 Penalty: 5324.616211
	Iteration 17Q: 3 clusters Score -8531246 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -8531273.000000 Penalty: 5324.616211
	Iteration 18Q: 3 clusters Score -8531273 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -8531385.000000 Penalty: 5324.616211
	Iteration 19Q: 3 clusters Score -8531385 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -8531429.000000 Penalty: 5324.616211
	Iteration 20F: 3 clusters Score -8531429 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -8531514.000000 Penalty: 5324.616211
	Iteration 21Q: 3 clusters Score -8531514 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -8531552.000000 Penalty: 5324.616211
	Iteration 22Q: 3 clusters Score -8531552 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -8531576.000000 Penalty: 5324.616211
	Iteration 23Q: 3 clusters Score -8531576 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -8531582.000000 Penalty: 5324.616211
	Iteration 24Q: 3 clusters Score -8531582 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -8531647.000000 Penalty: 5324.616211
	Iteration 25Q: 3 clusters Score -8531647 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -8531709.000000 Penalty: 5324.616211
	Iteration 26Q: 3 clusters Score -8531709 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -8531741.000000 Penalty: 5324.616211
	Iteration 27Q: 3 clusters Score -8531741 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -8531772.000000 Penalty: 5324.616211
	Iteration 28Q: 3 clusters Score -8531772 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -8531794.000000 Penalty: 5324.616211
	Iteration 29Q: 3 clusters Score -8531794 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -8531803.000000 Penalty: 5324.616211
	Iteration 30Q: 3 clusters Score -8531803 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -8531827.000000 Penalty: 5324.616211
	Iteration 31Q: 3 clusters Score -8531827 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -8531859.000000 Penalty: 5324.616211
	Iteration 32Q: 3 clusters Score -8531859 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -8531859.000000 Penalty: 5324.616211
	Iteration 33Q: 3 clusters Score -8531859 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -8531899.000000 Penalty: 5324.616211
	Iteration 34Q: 3 clusters Score -8531899 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -8531920.000000 Penalty: 5324.616211
	Iteration 35Q: 3 clusters Score -8531920 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -8531936.000000 Penalty: 5324.616211
	Iteration 36Q: 3 clusters Score -8531936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -8531935.000000 Penalty: 5324.616211
	Iteration 37Q: 3 clusters Score -8531935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -8531969.000000 Penalty: 5324.616211
	Iteration 38Q: 3 clusters Score -8531969 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -8531989.000000 Penalty: 5324.616211
	Iteration 39Q: 3 clusters Score -8531989 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -8532006.000000 Penalty: 5324.616211
	Iteration 40F: 3 clusters Score -8532006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -8532018.000000 Penalty: 5324.616211
	Iteration 41Q: 3 clusters Score -8532018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -8532038.000000 Penalty: 5324.616211
	Iteration 42Q: 3 clusters Score -8532038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -8532033.000000 Penalty: 5324.616211
	Iteration 43Q: 3 clusters Score -8532033 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -8532050.000000 Penalty: 5324.616211
	Iteration 44Q: 3 clusters Score -8532050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -8532051.000000 Penalty: 5324.616211
	Iteration 45Q: 3 clusters Score -8532051 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -8532037.000000 Penalty: 5324.616211
	Iteration 46Q: 3 clusters Score -8532037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -8532048.000000 Penalty: 5324.616211
	Iteration 47Q: 3 clusters Score -8532048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -8532041.000000 Penalty: 5324.616211
	Iteration 48Q: 3 clusters Score -8532041 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -8532071.000000 Penalty: 5324.616211
	Iteration 49Q: 3 clusters Score -8532071 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -8532071.000000 Penalty: 5324.616211
	Iteration 50Q: 3 clusters Score -8532071 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -8532096.000000 Penalty: 5324.616211
	Iteration 51Q: 3 clusters Score -8532096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -8532115.000000 Penalty: 5324.616211
	Iteration 52Q: 3 clusters Score -8532115 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -8532138.000000 Penalty: 5324.616211
	Iteration 53Q: 3 clusters Score -8532138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -8532151.000000 Penalty: 5324.616211
	Iteration 54Q: 3 clusters Score -8532151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -8532143.000000 Penalty: 5324.616211
	Iteration 55Q: 3 clusters Score -8532143 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -8532151.000000 Penalty: 5324.616211
	Iteration 56Q: 3 clusters Score -8532151 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -8532187.000000 Penalty: 5324.616211
	Iteration 57Q: 3 clusters Score -8532187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -8532213.000000 Penalty: 5324.616211
	Iteration 58Q: 3 clusters Score -8532213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -8532236.000000 Penalty: 5324.616211
	Iteration 59Q: 3 clusters Score -8532236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -8532232.000000 Penalty: 5324.616211
	Iteration 60F: 3 clusters Score -8532232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -8532238.000000 Penalty: 5324.616211
	Iteration 61Q: 3 clusters Score -8532238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -8532248.000000 Penalty: 5324.616211
	Iteration 62Q: 3 clusters Score -8532248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -8532243.000000 Penalty: 5324.616211
	Iteration 63Q: 3 clusters Score -8532243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -8532236.000000 Penalty: 5324.616211
	Iteration 64Q: 3 clusters Score -8532236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -8532243.000000 Penalty: 5324.616211
	Iteration 65Q: 3 clusters Score -8532243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -8532251.000000 Penalty: 5324.616211
	Iteration 66Q: 3 clusters Score -8532251 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -8532258.000000 Penalty: 5324.616211
	Iteration 67Q: 3 clusters Score -8532258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -8532263.000000 Penalty: 5324.616211
	Iteration 68Q: 3 clusters Score -8532263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -8532268.000000 Penalty: 5324.616211
	Iteration 69Q: 3 clusters Score -8532268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -8532276.000000 Penalty: 5324.616211
	Iteration 70Q: 3 clusters Score -8532276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -8532279.000000 Penalty: 5324.616211
	Iteration 71Q: 3 clusters Score -8532279 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -8532291.000000 Penalty: 5324.616211
	Iteration 72Q: 3 clusters Score -8532291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -8532293.000000 Penalty: 5324.616211
	Iteration 73Q: 3 clusters Score -8532293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -8532310.000000 Penalty: 5324.616211
	Iteration 74Q: 3 clusters Score -8532310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -8532305.000000 Penalty: 5324.616211
	Iteration 75Q: 3 clusters Score -8532305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -8532335.000000 Penalty: 5324.616211
	Iteration 76Q: 3 clusters Score -8532335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -8532367.000000 Penalty: 5324.616211
	Iteration 77Q: 3 clusters Score -8532367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -8532359.000000 Penalty: 5324.616211
	Iteration 78Q: 3 clusters Score -8532359 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -8532370.000000 Penalty: 5324.616211
	Iteration 79Q: 3 clusters Score -8532370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -8532354.000000 Penalty: 5324.616211
	Iteration 80F: 3 clusters Score -8532354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -8532372.000000 Penalty: 5324.616211
	Iteration 81Q: 3 clusters Score -8532372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -8532367.000000 Penalty: 5324.616211
	Iteration 82Q: 3 clusters Score -8532367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -8532400.000000 Penalty: 5324.616211
	Iteration 83Q: 3 clusters Score -8532400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -8532424.000000 Penalty: 5324.616211
	Iteration 84Q: 3 clusters Score -8532424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -8532442.000000 Penalty: 5324.616211
	Iteration 85Q: 3 clusters Score -8532442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -8532453.000000 Penalty: 5324.616211
	Iteration 86Q: 3 clusters Score -8532453 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -8532450.000000 Penalty: 5324.616211
	Iteration 87Q: 3 clusters Score -8532450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -8532445.000000 Penalty: 5324.616211
	Iteration 88Q: 3 clusters Score -8532445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -8532457.000000 Penalty: 5324.616211
	Iteration 89Q: 3 clusters Score -8532457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -8532476.000000 Penalty: 5324.616211
	Iteration 90Q: 3 clusters Score -8532476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -8532492.000000 Penalty: 5324.616211
	Iteration 91Q: 3 clusters Score -8532492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -8532493.000000 Penalty: 5324.616211
	Iteration 92Q: 3 clusters Score -8532493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -8532508.000000 Penalty: 5324.616211
	Iteration 93Q: 3 clusters Score -8532508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -8532531.000000 Penalty: 5324.616211
	Iteration 94Q: 3 clusters Score -8532531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -8532528.000000 Penalty: 5324.616211
	Iteration 95Q: 3 clusters Score -8532528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -8532549.000000 Penalty: 5324.616211
	Iteration 96Q: 3 clusters Score -8532549 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -8532545.000000 Penalty: 5324.616211
	Iteration 97Q: 3 clusters Score -8532545 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -8532560.000000 Penalty: 5324.616211
	Iteration 98Q: 3 clusters Score -8532560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -8532599.000000 Penalty: 5324.616211
	Iteration 99Q: 3 clusters Score -8532599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -8532629.000000 Penalty: 5324.616211
	Iteration 100F: 3 clusters Score -8532629 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -8532631.000000 Penalty: 5324.616211
	Iteration 101Q: 3 clusters Score -8532631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -8532648.000000 Penalty: 5324.616211
	Iteration 102Q: 3 clusters Score -8532648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -8532643.000000 Penalty: 5324.616211
	Iteration 103Q: 3 clusters Score -8532643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -8532646.000000 Penalty: 5324.616211
	Iteration 104Q: 3 clusters Score -8532646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -8532637.000000 Penalty: 5324.616211
	Iteration 105Q: 3 clusters Score -8532637 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -8532637.000000 Penalty: 5324.616211
	Iteration 106Q: 3 clusters Score -8532637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -8532638.000000 Penalty: 5324.616211
	Iteration 107Q: 3 clusters Score -8532638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -8532644.000000 Penalty: 5324.616211
	Iteration 108Q: 3 clusters Score -8532644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -8532662.000000 Penalty: 5324.616211
	Iteration 109Q: 3 clusters Score -8532662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -8532670.000000 Penalty: 5324.616211
	Iteration 110Q: 3 clusters Score -8532670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -8532671.000000 Penalty: 5324.616211
	Iteration 111Q: 3 clusters Score -8532671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -8532682.000000 Penalty: 5324.616211
	Iteration 112Q: 3 clusters Score -8532682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -8532700.000000 Penalty: 5324.616211
	Iteration 113Q: 3 clusters Score -8532700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -8532723.000000 Penalty: 5324.616211
	Iteration 114Q: 3 clusters Score -8532723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -8532714.000000 Penalty: 5324.616211
	Iteration 115Q: 3 clusters Score -8532714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -8532718.000000 Penalty: 5324.616211
	Iteration 116Q: 3 clusters Score -8532718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -8532734.000000 Penalty: 5324.616211
	Iteration 117Q: 3 clusters Score -8532734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -8532741.000000 Penalty: 5324.616211
	Iteration 118Q: 3 clusters Score -8532741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -8532729.000000 Penalty: 5324.616211
	Iteration 119Q: 3 clusters Score -8532729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -8532733.000000 Penalty: 5324.616211
	Iteration 120F: 3 clusters Score -8532733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -8532738.000000 Penalty: 5324.616211
	Iteration 121Q: 3 clusters Score -8532738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -8532752.000000 Penalty: 5324.616211
	Iteration 122Q: 3 clusters Score -8532752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -8532760.000000 Penalty: 5324.616211
	Iteration 123Q: 3 clusters Score -8532760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -8532769.000000 Penalty: 5324.616211
	Iteration 124Q: 3 clusters Score -8532769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8532756.000000 Penalty: 5324.616211
	Iteration 125Q: 3 clusters Score -8532756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -8532771.000000 Penalty: 5324.616211
	Iteration 126Q: 3 clusters Score -8532771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -8532765.000000 Penalty: 5324.616211
	Iteration 127Q: 3 clusters Score -8532765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -8532763.000000 Penalty: 5324.616211
	Iteration 128Q: 3 clusters Score -8532763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -8532765.000000 Penalty: 5324.616211
	Iteration 129Q: 3 clusters Score -8532765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -8532773.000000 Penalty: 5324.616211
	Iteration 130Q: 3 clusters Score -8532773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -8532784.000000 Penalty: 5324.616211
	Iteration 131Q: 3 clusters Score -8532784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -8532774.000000 Penalty: 5324.616211
	Iteration 132Q: 3 clusters Score -8532774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8532779.000000 Penalty: 5324.616211
	Iteration 133Q: 3 clusters Score -8532779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -8532784.000000 Penalty: 5324.616211
	Iteration 134Q: 3 clusters Score -8532784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -8532793.000000 Penalty: 5324.616211
	Iteration 135Q: 3 clusters Score -8532793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -8532800.000000 Penalty: 5324.616211
	Iteration 136Q: 3 clusters Score -8532800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -8532805.000000 Penalty: 5324.616211
	Iteration 137Q: 3 clusters Score -8532805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -8532817.000000 Penalty: 5324.616211
	Iteration 138Q: 3 clusters Score -8532817 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -8532828.000000 Penalty: 5324.616211
	Iteration 139Q: 3 clusters Score -8532828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -8532824.000000 Penalty: 5324.616211
	Iteration 140F: 3 clusters Score -8532824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -8532825.000000 Penalty: 5324.616211
	Iteration 141Q: 3 clusters Score -8532825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -8532837.000000 Penalty: 5324.616211
	Iteration 142Q: 3 clusters Score -8532837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -8532847.000000 Penalty: 5324.616211
	Iteration 143Q: 3 clusters Score -8532847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -8532847.000000 Penalty: 5324.616211
	Iteration 144Q: 3 clusters Score -8532847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8532853.000000 Penalty: 5324.616211
	Iteration 145Q: 3 clusters Score -8532853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -8532864.000000 Penalty: 5324.616211
	Iteration 146Q: 3 clusters Score -8532864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -8532860.000000 Penalty: 5324.616211
	Iteration 147Q: 3 clusters Score -8532860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -8532867.000000 Penalty: 5324.616211
	Iteration 148Q: 3 clusters Score -8532867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -8532860.000000 Penalty: 5324.616211
	Iteration 149Q: 3 clusters Score -8532860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -8532865.000000 Penalty: 5324.616211
	Iteration 150Q: 3 clusters Score -8532865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -8532857.000000 Penalty: 5324.616211
	Iteration 151Q: 3 clusters Score -8532857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -8532867.000000 Penalty: 5324.616211
	Iteration 152Q: 3 clusters Score -8532867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8532869.000000 Penalty: 5324.616211
	Iteration 153Q: 3 clusters Score -8532869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -8532864.000000 Penalty: 5324.616211
	Iteration 154Q: 3 clusters Score -8532864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -8532876.000000 Penalty: 5324.616211
	Iteration 155Q: 3 clusters Score -8532876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -8532890.000000 Penalty: 5324.616211
	Iteration 156Q: 3 clusters Score -8532890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -8532894.000000 Penalty: 5324.616211
	Iteration 157Q: 3 clusters Score -8532894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -8532913.000000 Penalty: 5324.616211
	Iteration 158Q: 3 clusters Score -8532913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -8532905.000000 Penalty: 5324.616211
	Iteration 159Q: 3 clusters Score -8532905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -8532915.000000 Penalty: 5324.616211
	Iteration 160F: 3 clusters Score -8532915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -8532921.000000 Penalty: 5324.616211
	Iteration 161Q: 3 clusters Score -8532921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8532934.000000 Penalty: 5324.616211
	Iteration 162Q: 3 clusters Score -8532934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -8532934.000000 Penalty: 5324.616211
	Iteration 163Q: 3 clusters Score -8532934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -8532954.000000 Penalty: 5324.616211
	Iteration 164Q: 3 clusters Score -8532954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -8532947.000000 Penalty: 5324.616211
	Iteration 165Q: 3 clusters Score -8532947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -8532954.000000 Penalty: 5324.616211
	Iteration 166Q: 3 clusters Score -8532954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -8532955.000000 Penalty: 5324.616211
	Iteration 167Q: 3 clusters Score -8532955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -8532946.000000 Penalty: 5324.616211
	Iteration 168Q: 3 clusters Score -8532946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -8532950.000000 Penalty: 5324.616211
	Iteration 169Q: 3 clusters Score -8532950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -8532948.000000 Penalty: 5324.616211
	Iteration 170Q: 3 clusters Score -8532948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -8532937.000000 Penalty: 5324.616211
	Iteration 171Q: 3 clusters Score -8532937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -8532935.000000 Penalty: 5324.616211
	Iteration 172Q: 3 clusters Score -8532935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -8532938.000000 Penalty: 5324.616211
	Iteration 173Q: 3 clusters Score -8532938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -8532937.000000 Penalty: 5324.616211
	Iteration 174Q: 3 clusters Score -8532937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -8532947.000000 Penalty: 5324.616211
	Iteration 175Q: 3 clusters Score -8532947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -8532947.000000 Penalty: 5324.616211
	Iteration 176Q: 3 clusters Score -8532947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -8532956.000000 Penalty: 5324.616211
	Iteration 177Q: 3 clusters Score -8532956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -8532956.000000 Penalty: 5324.616211
	Iteration 178Q: 3 clusters Score -8532956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -8532956.000000 Penalty: 5324.616211
	Iteration 179Q: 3 clusters Score -8532956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8532947.000000 Penalty: 5324.616211
	Iteration 180F: 3 clusters Score -8532947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8532954.000000 Penalty: 5324.616211
	Iteration 181Q: 3 clusters Score -8532954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8532962.000000 Penalty: 5324.616211
	Iteration 182Q: 3 clusters Score -8532962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -8532966.000000 Penalty: 5324.616211
	Iteration 183Q: 3 clusters Score -8532966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -8532969.000000 Penalty: 5324.616211
	Iteration 184Q: 3 clusters Score -8532969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -8532971.000000 Penalty: 5324.616211
	Iteration 185Q: 3 clusters Score -8532971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -8532969.000000 Penalty: 5324.616211
	Iteration 186Q: 3 clusters Score -8532969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -8532977.000000 Penalty: 5324.616211
	Iteration 187Q: 3 clusters Score -8532977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -8532969.000000 Penalty: 5324.616211
	Iteration 188Q: 3 clusters Score -8532969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8532968.000000 Penalty: 5324.616211
	Iteration 189Q: 3 clusters Score -8532968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -8532968.000000 Penalty: 5324.616211
	Iteration 190Q: 3 clusters Score -8532968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -8532972.000000 Penalty: 5324.616211
	Iteration 191Q: 3 clusters Score -8532972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -8532979.000000 Penalty: 5324.616211
	Iteration 192Q: 3 clusters Score -8532979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -8532975.000000 Penalty: 5324.616211
	Iteration 193Q: 3 clusters Score -8532975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -8532978.000000 Penalty: 5324.616211
	Iteration 194Q: 3 clusters Score -8532978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -8532984.000000 Penalty: 5324.616211
	Iteration 195Q: 3 clusters Score -8532984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -8532985.000000 Penalty: 5324.616211
	Iteration 196Q: 3 clusters Score -8532985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -8532982.000000 Penalty: 5324.616211
	Iteration 197Q: 3 clusters Score -8532982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -8532975.000000 Penalty: 5324.616211
	Iteration 198Q: 3 clusters Score -8532975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -8532991.000000 Penalty: 5324.616211
	Iteration 199Q: 3 clusters Score -8532991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -8532997.000000 Penalty: 5324.616211
	Iteration 200F: 3 clusters Score -8532997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -8532992.000000 Penalty: 5324.616211
	Iteration 201Q: 3 clusters Score -8532992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -8532984.000000 Penalty: 5324.616211
	Iteration 202Q: 3 clusters Score -8532984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -8532988.000000 Penalty: 5324.616211
	Iteration 203Q: 3 clusters Score -8532988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -8532986.000000 Penalty: 5324.616211
	Iteration 204Q: 3 clusters Score -8532986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -8532987.000000 Penalty: 5324.616211
	Iteration 205Q: 3 clusters Score -8532987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -8532986.000000 Penalty: 5324.616211
	Iteration 206Q: 3 clusters Score -8532986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8532992.000000 Penalty: 5324.616211
	Iteration 207Q: 3 clusters Score -8532992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -8532991.000000 Penalty: 5324.616211
	Iteration 208Q: 3 clusters Score -8532991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8532991.000000 Penalty: 5324.616211
	Iteration 209Q: 3 clusters Score -8532991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -8532991.000000 Penalty: 5324.616211
	Iteration 210Q: 3 clusters Score -8532991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -8533003.000000 Penalty: 5324.616211
	Iteration 211Q: 3 clusters Score -8533003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8533000.000000 Penalty: 5324.616211
	Iteration 212Q: 3 clusters Score -8533000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -8532993.000000 Penalty: 5324.616211
	Iteration 213Q: 3 clusters Score -8532993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -8532991.000000 Penalty: 5324.616211
	Iteration 214Q: 3 clusters Score -8532991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -8532993.000000 Penalty: 5324.616211
	Iteration 215Q: 3 clusters Score -8532993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -8532998.000000 Penalty: 5324.616211
	Iteration 216Q: 3 clusters Score -8532998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -8532987.000000 Penalty: 5324.616211
	Iteration 217Q: 3 clusters Score -8532987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8532997.000000 Penalty: 5324.616211
	Iteration 218Q: 3 clusters Score -8532997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -8533000.000000 Penalty: 5324.616211
	Iteration 219Q: 3 clusters Score -8533000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8533004.000000 Penalty: 5324.616211
	Iteration 220F: 3 clusters Score -8533004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8533006.000000 Penalty: 5324.616211
	Iteration 221Q: 3 clusters Score -8533006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8533003.000000 Penalty: 5324.616211
	Iteration 222Q: 3 clusters Score -8533003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -8533004.000000 Penalty: 5324.616211
	Iteration 223Q: 3 clusters Score -8533004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -8533007.000000 Penalty: 5324.616211
	Iteration 224Q: 3 clusters Score -8533007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -8533009.000000 Penalty: 5324.616211
	Iteration 225Q: 3 clusters Score -8533009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -8533011.000000 Penalty: 5324.616211
	Iteration 226Q: 3 clusters Score -8533011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -8533004.000000 Penalty: 5324.616211
	Iteration 227Q: 3 clusters Score -8533004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -8532999.000000 Penalty: 5324.616211
	Iteration 228Q: 3 clusters Score -8532999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -8533000.000000 Penalty: 5324.616211
	Iteration 229Q: 3 clusters Score -8533000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -8533000.000000 Penalty: 5324.616211
	Iteration 230F: 3 clusters Score -8533000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Entering Unmasked Estep 
Score: -8779549.000000 Penalty: 2665.067383
	Iteration 0F: 2 clusters Score -8779549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -8751363.000000 Penalty: 5330.134766
	Iteration 0F: 3 clusters Score -8751363 nChanged 21375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -8763234.000000 Penalty: 5330.134766
	Iteration 1F: 3 clusters Score -8763234 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -8763909.000000 Penalty: 5330.134766
	Iteration 2Q: 3 clusters Score -8763909 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -8764609.000000 Penalty: 5330.134766
	Iteration 3Q: 3 clusters Score -8764609 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -8765610.000000 Penalty: 5330.134766
	Iteration 4Q: 3 clusters Score -8765610 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -8767103.000000 Penalty: 5330.134766
	Iteration 5F: 3 clusters Score -8767103 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -8769343.000000 Penalty: 5330.134766
	Iteration 6F: 3 clusters Score -8769343 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -8772229.000000 Penalty: 5330.134766
	Iteration 7F: 3 clusters Score -8772229 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -8775120.000000 Penalty: 5330.134766
	Iteration 8F: 3 clusters Score -8775120 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8776832.000000 Penalty: 5330.134766
	Iteration 9Q: 3 clusters Score -8776832 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -8777289.000000 Penalty: 5330.134766
	Iteration 10Q: 3 clusters Score -8777289 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -8777379.000000 Penalty: 5330.134766
	Iteration 11Q: 3 clusters Score -8777379 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -8777375.000000 Penalty: 5330.134766
	Iteration 12Q: 3 clusters Score -8777375 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -8777386.000000 Penalty: 5330.134766
	Iteration 13Q: 3 clusters Score -8777386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -8777394.000000 Penalty: 5330.134766
	Iteration 14Q: 3 clusters Score -8777394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -8777422.000000 Penalty: 5330.134766
	Iteration 15Q: 3 clusters Score -8777422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8777420.000000 Penalty: 5330.134766
	Iteration 16Q: 3 clusters Score -8777420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -8777423.000000 Penalty: 5330.134766
	Iteration 17Q: 3 clusters Score -8777423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -8777426.000000 Penalty: 5330.134766
	Iteration 18Q: 3 clusters Score -8777426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -8777427.000000 Penalty: 5330.134766
	Iteration 19Q: 3 clusters Score -8777427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -8777420.000000 Penalty: 5330.134766
	Iteration 20F: 3 clusters Score -8777420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -8777421.000000 Penalty: 5330.134766
	Iteration 21Q: 3 clusters Score -8777421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8777437.000000 Penalty: 5330.134766
	Iteration 22Q: 3 clusters Score -8777437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -8777430.000000 Penalty: 5330.134766
	Iteration 23Q: 3 clusters Score -8777430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8777432.000000 Penalty: 5330.134766
	Iteration 24Q: 3 clusters Score -8777432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8777435.000000 Penalty: 5330.134766
	Iteration 25Q: 3 clusters Score -8777435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -8777452.000000 Penalty: 5330.134766
	Iteration 26Q: 3 clusters Score -8777452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8777446.000000 Penalty: 5330.134766
	Iteration 27Q: 3 clusters Score -8777446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8777446.000000 Penalty: 5330.134766
	Iteration 28F: 3 clusters Score -8777446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Entering Unmasked Estep 
Score: -8354974.000000 Penalty: 2659.512207
	Iteration 0F: 2 clusters Score -8354974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8325030.000000 Penalty: 5319.024414
	Iteration 0F: 3 clusters Score -8325030 nChanged 20945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -8336518.000000 Penalty: 5319.024414
	Iteration 1F: 3 clusters Score -8336518 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -8337012.500000 Penalty: 5319.024414
	Iteration 2Q: 3 clusters Score -8337012 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -8337603.000000 Penalty: 5319.024414
	Iteration 3Q: 3 clusters Score -8337603 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -8338301.500000 Penalty: 5319.024414
	Iteration 4Q: 3 clusters Score -8338302 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -8339404.000000 Penalty: 5319.024414
	Iteration 5Q: 3 clusters Score -8339404 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -8340975.500000 Penalty: 5319.024414
	Iteration 6F: 3 clusters Score -8340976 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -8343047.500000 Penalty: 5319.024414
	Iteration 7F: 3 clusters Score -8343048 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -8345801.500000 Penalty: 5319.024414
	Iteration 8F: 3 clusters Score -8345802 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -8348205.500000 Penalty: 5319.024414
	Iteration 9F: 3 clusters Score -8348206 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -8349775.500000 Penalty: 5319.024414
	Iteration 10Q: 3 clusters Score -8349776 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -8350609.000000 Penalty: 5319.024414
	Iteration 11Q: 3 clusters Score -8350609 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -8351246.000000 Penalty: 5319.024414
	Iteration 12Q: 3 clusters Score -8351246 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -8351634.500000 Penalty: 5319.024414
	Iteration 13Q: 3 clusters Score -8351634 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -8352074.000000 Penalty: 5319.024414
	Iteration 14Q: 3 clusters Score -8352074 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -8352434.500000 Penalty: 5319.024414
	Iteration 15Q: 3 clusters Score -8352434 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -8352660.500000 Penalty: 5319.024414
	Iteration 16Q: 3 clusters Score -8352660 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -8352865.500000 Penalty: 5319.024414
	Iteration 17Q: 3 clusters Score -8352866 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -8353040.500000 Penalty: 5319.024414
	Iteration 18Q: 3 clusters Score -8353040 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -8353129.500000 Penalty: 5319.024414
	Iteration 19Q: 3 clusters Score -8353130 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -8353175.000000 Penalty: 5319.024414
	Iteration 20F: 3 clusters Score -8353175 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -8353259.500000 Penalty: 5319.024414
	Iteration 21Q: 3 clusters Score -8353260 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -8353333.000000 Penalty: 5319.024414
	Iteration 22Q: 3 clusters Score -8353333 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -8353369.500000 Penalty: 5319.024414
	Iteration 23Q: 3 clusters Score -8353370 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -8353429.000000 Penalty: 5319.024414
	Iteration 24Q: 3 clusters Score -8353429 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -8353465.000000 Penalty: 5319.024414
	Iteration 25Q: 3 clusters Score -8353465 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -8353501.500000 Penalty: 5319.024414
	Iteration 26Q: 3 clusters Score -8353502 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -8353512.000000 Penalty: 5319.024414
	Iteration 27Q: 3 clusters Score -8353512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -8353515.000000 Penalty: 5319.024414
	Iteration 28Q: 3 clusters Score -8353515 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8353535.500000 Penalty: 5319.024414
	Iteration 29Q: 3 clusters Score -8353536 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -8353558.000000 Penalty: 5319.024414
	Iteration 30Q: 3 clusters Score -8353558 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -8353540.000000 Penalty: 5319.024414
	Iteration 31Q: 3 clusters Score -8353540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8353577.000000 Penalty: 5319.024414
	Iteration 32Q: 3 clusters Score -8353577 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8353582.500000 Penalty: 5319.024414
	Iteration 33Q: 3 clusters Score -8353582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -8353593.000000 Penalty: 5319.024414
	Iteration 34Q: 3 clusters Score -8353593 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8353610.500000 Penalty: 5319.024414
	Iteration 35Q: 3 clusters Score -8353610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8353621.500000 Penalty: 5319.024414
	Iteration 36Q: 3 clusters Score -8353622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -8353637.000000 Penalty: 5319.024414
	Iteration 37Q: 3 clusters Score -8353637 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8353625.500000 Penalty: 5319.024414
	Iteration 38Q: 3 clusters Score -8353626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8353631.500000 Penalty: 5319.024414
	Iteration 39Q: 3 clusters Score -8353632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -8353622.000000 Penalty: 5319.024414
	Iteration 40F: 3 clusters Score -8353622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8353624.000000 Penalty: 5319.024414
	Iteration 41Q: 3 clusters Score -8353624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8353611.000000 Penalty: 5319.024414
	Iteration 42Q: 3 clusters Score -8353611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8353618.000000 Penalty: 5319.024414
	Iteration 43Q: 3 clusters Score -8353618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8353620.000000 Penalty: 5319.024414
	Iteration 44Q: 3 clusters Score -8353620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8353623.500000 Penalty: 5319.024414
	Iteration 45Q: 3 clusters Score -8353624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -8353620.000000 Penalty: 5319.024414
	Iteration 46Q: 3 clusters Score -8353620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8353615.000000 Penalty: 5319.024414
	Iteration 47Q: 3 clusters Score -8353615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8353606.500000 Penalty: 5319.024414
	Iteration 48Q: 3 clusters Score -8353606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8353604.000000 Penalty: 5319.024414
	Iteration 49Q: 3 clusters Score -8353604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8353605.500000 Penalty: 5319.024414
	Iteration 50Q: 3 clusters Score -8353606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8353601.500000 Penalty: 5319.024414
	Iteration 51Q: 3 clusters Score -8353602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -8353589.500000 Penalty: 5319.024414
	Iteration 52Q: 3 clusters Score -8353590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8353585.500000 Penalty: 5319.024414
	Iteration 53Q: 3 clusters Score -8353586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8353594.500000 Penalty: 5319.024414
	Iteration 54Q: 3 clusters Score -8353594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8353583.000000 Penalty: 5319.024414
	Iteration 55Q: 3 clusters Score -8353583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -8353589.000000 Penalty: 5319.024414
	Iteration 56Q: 3 clusters Score -8353589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8353590.000000 Penalty: 5319.024414
	Iteration 57Q: 3 clusters Score -8353590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8353594.500000 Penalty: 5319.024414
	Iteration 58Q: 3 clusters Score -8353594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8353590.500000 Penalty: 5319.024414
	Iteration 59Q: 3 clusters Score -8353590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -8353580.500000 Penalty: 5319.024414
	Iteration 60F: 3 clusters Score -8353580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8353585.500000 Penalty: 5319.024414
	Iteration 61Q: 3 clusters Score -8353586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8353582.500000 Penalty: 5319.024414
	Iteration 62Q: 3 clusters Score -8353582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8353576.000000 Penalty: 5319.024414
	Iteration 63Q: 3 clusters Score -8353576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8353566.500000 Penalty: 5319.024414
	Iteration 64Q: 3 clusters Score -8353566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8353563.000000 Penalty: 5319.024414
	Iteration 65Q: 3 clusters Score -8353563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8353571.000000 Penalty: 5319.024414
	Iteration 66Q: 3 clusters Score -8353571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8353569.500000 Penalty: 5319.024414
	Iteration 67Q: 3 clusters Score -8353570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8353571.000000 Penalty: 5319.024414
	Iteration 68Q: 3 clusters Score -8353571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8353563.500000 Penalty: 5319.024414
	Iteration 69Q: 3 clusters Score -8353564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8353563.000000 Penalty: 5319.024414
	Iteration 70Q: 3 clusters Score -8353563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8353563.000000 Penalty: 5319.024414
	Iteration 71F: 3 clusters Score -8353563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -77540.992188 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -77540.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76058.476562 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -76058.48 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76418.578125 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -76418.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76527.406250 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -76527.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76582.210938 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -76582.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76626.101562 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -76626.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76655.632812 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -76655.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76671.562500 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -76671.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76672.859375 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -76672.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76672.859375 Penalty: 3171.221191
	Iteration 8F: 3 clusters Score -76672.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Entering Unmasked Estep 
Score: -8760660.000000 Penalty: 2669.186279
	Iteration 0F: 2 clusters Score -8760660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -8730735.000000 Penalty: 5338.372559
	Iteration 0F: 3 clusters Score -8730735 nChanged 21796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -8742774.000000 Penalty: 5338.372559
	Iteration 1F: 3 clusters Score -8742774 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -8743175.000000 Penalty: 5338.372559
	Iteration 2Q: 3 clusters Score -8743175 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -8743586.000000 Penalty: 5338.372559
	Iteration 3Q: 3 clusters Score -8743586 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -8744045.000000 Penalty: 5338.372559
	Iteration 4Q: 3 clusters Score -8744045 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -8744600.000000 Penalty: 5338.372559
	Iteration 5Q: 3 clusters Score -8744600 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -8745294.000000 Penalty: 5338.372559
	Iteration 6Q: 3 clusters Score -8745294 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -8746239.000000 Penalty: 5338.372559
	Iteration 7Q: 3 clusters Score -8746239 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -8747404.000000 Penalty: 5338.372559
	Iteration 8Q: 3 clusters Score -8747404 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -8748516.000000 Penalty: 5338.372559
	Iteration 9Q: 3 clusters Score -8748516 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -8749568.000000 Penalty: 5338.372559
	Iteration 10Q: 3 clusters Score -8749568 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -8750786.000000 Penalty: 5338.372559
	Iteration 11Q: 3 clusters Score -8750786 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -8752008.000000 Penalty: 5338.372559
	Iteration 12Q: 3 clusters Score -8752008 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -8753048.000000 Penalty: 5338.372559
	Iteration 13Q: 3 clusters Score -8753048 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -8753929.000000 Penalty: 5338.372559
	Iteration 14Q: 3 clusters Score -8753929 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -8754699.000000 Penalty: 5338.372559
	Iteration 15Q: 3 clusters Score -8754699 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -8755301.000000 Penalty: 5338.372559
	Iteration 16Q: 3 clusters Score -8755301 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -8755766.000000 Penalty: 5338.372559
	Iteration 17Q: 3 clusters Score -8755766 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -8756112.000000 Penalty: 5338.372559
	Iteration 18Q: 3 clusters Score -8756112 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -8756450.000000 Penalty: 5338.372559
	Iteration 19Q: 3 clusters Score -8756450 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -8756720.000000 Penalty: 5338.372559
	Iteration 20F: 3 clusters Score -8756720 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -8757036.000000 Penalty: 5338.372559
	Iteration 21Q: 3 clusters Score -8757036 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -8757327.000000 Penalty: 5338.372559
	Iteration 22Q: 3 clusters Score -8757327 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -8757601.000000 Penalty: 5338.372559
	Iteration 23Q: 3 clusters Score -8757601 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -8757838.000000 Penalty: 5338.372559
	Iteration 24Q: 3 clusters Score -8757838 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -8757990.000000 Penalty: 5338.372559
	Iteration 25Q: 3 clusters Score -8757990 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -8758127.000000 Penalty: 5338.372559
	Iteration 26Q: 3 clusters Score -8758127 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -8758221.000000 Penalty: 5338.372559
	Iteration 27Q: 3 clusters Score -8758221 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -8758329.000000 Penalty: 5338.372559
	Iteration 28Q: 3 clusters Score -8758329 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8758397.000000 Penalty: 5338.372559
	Iteration 29Q: 3 clusters Score -8758397 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8758455.000000 Penalty: 5338.372559
	Iteration 30Q: 3 clusters Score -8758455 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -8758465.000000 Penalty: 5338.372559
	Iteration 31Q: 3 clusters Score -8758465 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -8758500.000000 Penalty: 5338.372559
	Iteration 32Q: 3 clusters Score -8758500 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -8758502.000000 Penalty: 5338.372559
	Iteration 33Q: 3 clusters Score -8758502 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -8758530.000000 Penalty: 5338.372559
	Iteration 34Q: 3 clusters Score -8758530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -8758585.000000 Penalty: 5338.372559
	Iteration 35Q: 3 clusters Score -8758585 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -8758585.000000 Penalty: 5338.372559
	Iteration 36Q: 3 clusters Score -8758585 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -8758593.000000 Penalty: 5338.372559
	Iteration 37Q: 3 clusters Score -8758593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -8758591.000000 Penalty: 5338.372559
	Iteration 38Q: 3 clusters Score -8758591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -8758596.000000 Penalty: 5338.372559
	Iteration 39Q: 3 clusters Score -8758596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -8758610.000000 Penalty: 5338.372559
	Iteration 40F: 3 clusters Score -8758610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -8758617.000000 Penalty: 5338.372559
	Iteration 41Q: 3 clusters Score -8758617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -8758624.000000 Penalty: 5338.372559
	Iteration 42Q: 3 clusters Score -8758624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -8758629.000000 Penalty: 5338.372559
	Iteration 43Q: 3 clusters Score -8758629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -8758628.000000 Penalty: 5338.372559
	Iteration 44Q: 3 clusters Score -8758628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -8758634.000000 Penalty: 5338.372559
	Iteration 45Q: 3 clusters Score -8758634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -8758628.000000 Penalty: 5338.372559
	Iteration 46Q: 3 clusters Score -8758628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -8758645.000000 Penalty: 5338.372559
	Iteration 47Q: 3 clusters Score -8758645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -8758639.000000 Penalty: 5338.372559
	Iteration 48Q: 3 clusters Score -8758639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -8758646.000000 Penalty: 5338.372559
	Iteration 49Q: 3 clusters Score -8758646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -8758648.000000 Penalty: 5338.372559
	Iteration 50Q: 3 clusters Score -8758648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -8758648.000000 Penalty: 5338.372559
	Iteration 51Q: 3 clusters Score -8758648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -8758651.000000 Penalty: 5338.372559
	Iteration 52Q: 3 clusters Score -8758651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -8758653.000000 Penalty: 5338.372559
	Iteration 53Q: 3 clusters Score -8758653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -8758656.000000 Penalty: 5338.372559
	Iteration 54Q: 3 clusters Score -8758656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -8758649.000000 Penalty: 5338.372559
	Iteration 55Q: 3 clusters Score -8758649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -8758647.000000 Penalty: 5338.372559
	Iteration 56Q: 3 clusters Score -8758647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -8758652.000000 Penalty: 5338.372559
	Iteration 57Q: 3 clusters Score -8758652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -8758648.000000 Penalty: 5338.372559
	Iteration 58Q: 3 clusters Score -8758648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -8758652.000000 Penalty: 5338.372559
	Iteration 59Q: 3 clusters Score -8758652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -8758660.000000 Penalty: 5338.372559
	Iteration 60F: 3 clusters Score -8758660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -8758653.000000 Penalty: 5338.372559
	Iteration 61Q: 3 clusters Score -8758653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8758656.000000 Penalty: 5338.372559
	Iteration 62Q: 3 clusters Score -8758656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -8758648.000000 Penalty: 5338.372559
	Iteration 63Q: 3 clusters Score -8758648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -8758647.000000 Penalty: 5338.372559
	Iteration 64Q: 3 clusters Score -8758647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -8758644.000000 Penalty: 5338.372559
	Iteration 65Q: 3 clusters Score -8758644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8758649.000000 Penalty: 5338.372559
	Iteration 66Q: 3 clusters Score -8758649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8758655.000000 Penalty: 5338.372559
	Iteration 67Q: 3 clusters Score -8758655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8758657.000000 Penalty: 5338.372559
	Iteration 68Q: 3 clusters Score -8758657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8758664.000000 Penalty: 5338.372559
	Iteration 69Q: 3 clusters Score -8758664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -8758665.000000 Penalty: 5338.372559
	Iteration 70Q: 3 clusters Score -8758665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -8758664.000000 Penalty: 5338.372559
	Iteration 71Q: 3 clusters Score -8758664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -8758664.000000 Penalty: 5338.372559
	Iteration 72F: 3 clusters Score -8758664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Entering Unmasked Estep 
Score: -8666591.000000 Penalty: 2667.585205
	Iteration 0F: 2 clusters Score -8666591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -8636132.000000 Penalty: 5335.170410
	Iteration 0F: 3 clusters Score -8636132 nChanged 21615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -8647875.000000 Penalty: 5335.170410
	Iteration 1F: 3 clusters Score -8647875 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -8648494.000000 Penalty: 5335.170410
	Iteration 2Q: 3 clusters Score -8648494 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -8649347.000000 Penalty: 5335.170410
	Iteration 3Q: 3 clusters Score -8649347 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -8650602.000000 Penalty: 5335.170410
	Iteration 4F: 3 clusters Score -8650602 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -8652544.000000 Penalty: 5335.170410
	Iteration 5F: 3 clusters Score -8652544 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -8655447.000000 Penalty: 5335.170410
	Iteration 6F: 3 clusters Score -8655447 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -8658690.000000 Penalty: 5335.170410
	Iteration 7F: 3 clusters Score -8658690 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -8661784.000000 Penalty: 5335.170410
	Iteration 8F: 3 clusters Score -8661784 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -8664098.000000 Penalty: 5335.170410
	Iteration 9Q: 3 clusters Score -8664098 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -8665400.000000 Penalty: 5335.170410
	Iteration 10Q: 3 clusters Score -8665400 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8665845.000000 Penalty: 5335.170410
	Iteration 11Q: 3 clusters Score -8665845 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -8665972.000000 Penalty: 5335.170410
	Iteration 12Q: 3 clusters Score -8665972 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -8666050.000000 Penalty: 5335.170410
	Iteration 13Q: 3 clusters Score -8666050 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8666131.000000 Penalty: 5335.170410
	Iteration 14Q: 3 clusters Score -8666131 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8666150.000000 Penalty: 5335.170410
	Iteration 15Q: 3 clusters Score -8666150 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8666192.000000 Penalty: 5335.170410
	Iteration 16Q: 3 clusters Score -8666192 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8666200.000000 Penalty: 5335.170410
	Iteration 17Q: 3 clusters Score -8666200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8666189.000000 Penalty: 5335.170410
	Iteration 18Q: 3 clusters Score -8666189 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -8666202.000000 Penalty: 5335.170410
	Iteration 19Q: 3 clusters Score -8666202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -8666200.000000 Penalty: 5335.170410
	Iteration 20F: 3 clusters Score -8666200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8666208.000000 Penalty: 5335.170410
	Iteration 21Q: 3 clusters Score -8666208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8666207.000000 Penalty: 5335.170410
	Iteration 22Q: 3 clusters Score -8666207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8666204.000000 Penalty: 5335.170410
	Iteration 23Q: 3 clusters Score -8666204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8666190.000000 Penalty: 5335.170410
	Iteration 24Q: 3 clusters Score -8666190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8666185.000000 Penalty: 5335.170410
	Iteration 25Q: 3 clusters Score -8666185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8666189.000000 Penalty: 5335.170410
	Iteration 26Q: 3 clusters Score -8666189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8666204.000000 Penalty: 5335.170410
	Iteration 27Q: 3 clusters Score -8666204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8666198.000000 Penalty: 5335.170410
	Iteration 28Q: 3 clusters Score -8666198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -8666201.000000 Penalty: 5335.170410
	Iteration 29Q: 3 clusters Score -8666201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8666186.000000 Penalty: 5335.170410
	Iteration 30Q: 3 clusters Score -8666186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8666182.000000 Penalty: 5335.170410
	Iteration 31Q: 3 clusters Score -8666182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8666189.000000 Penalty: 5335.170410
	Iteration 32Q: 3 clusters Score -8666189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8666191.000000 Penalty: 5335.170410
	Iteration 33Q: 3 clusters Score -8666191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -8666201.000000 Penalty: 5335.170410
	Iteration 34Q: 3 clusters Score -8666201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8666202.000000 Penalty: 5335.170410
	Iteration 35Q: 3 clusters Score -8666202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -8666202.000000 Penalty: 5335.170410
	Iteration 36Q: 3 clusters Score -8666202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8666204.000000 Penalty: 5335.170410
	Iteration 37Q: 3 clusters Score -8666204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8666194.000000 Penalty: 5335.170410
	Iteration 38Q: 3 clusters Score -8666194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8666186.000000 Penalty: 5335.170410
	Iteration 39Q: 3 clusters Score -8666186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8666187.000000 Penalty: 5335.170410
	Iteration 40F: 3 clusters Score -8666187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8666195.000000 Penalty: 5335.170410
	Iteration 41Q: 3 clusters Score -8666195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8666193.000000 Penalty: 5335.170410
	Iteration 42Q: 3 clusters Score -8666193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8666192.000000 Penalty: 5335.170410
	Iteration 43Q: 3 clusters Score -8666192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8666205.000000 Penalty: 5335.170410
	Iteration 44Q: 3 clusters Score -8666205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8666200.000000 Penalty: 5335.170410
	Iteration 45Q: 3 clusters Score -8666200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8666193.000000 Penalty: 5335.170410
	Iteration 46Q: 3 clusters Score -8666193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8666198.000000 Penalty: 5335.170410
	Iteration 47Q: 3 clusters Score -8666198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8666198.000000 Penalty: 5335.170410
	Iteration 48F: 3 clusters Score -8666198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -120021.242188 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -120021.2 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 392 members 
Entering Unmasked Estep 
Score: -118307.617188 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -118307.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118694.570312 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -118694.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -118900.601562 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -118900.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118992.476562 Penalty: 3303.645264
	Iteration 3Q: 3 clusters Score -118992.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -119061.250000 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -119061.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -119122.492188 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -119122.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -119160.343750 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -119160.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -119220.945312 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -119220.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -119297.890625 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -119297.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -119381.437500 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -119381.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -119446.929688 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -119446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -119503.039062 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -119503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -119568.101562 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -119568.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -119622.921875 Penalty: 3303.645264
	Iteration 13Q: 3 clusters Score -119622.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -119663.601562 Penalty: 3303.645264
	Iteration 14Q: 3 clusters Score -119663.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -119713.617188 Penalty: 3303.645264
	Iteration 15Q: 3 clusters Score -119713.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119770.914062 Penalty: 3303.645264
	Iteration 16Q: 3 clusters Score -119770.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -119830.578125 Penalty: 3303.645264
	Iteration 17Q: 3 clusters Score -119830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -119852.078125 Penalty: 3303.645264
	Iteration 18Q: 3 clusters Score -119852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119862.164062 Penalty: 3303.645264
	Iteration 19Q: 3 clusters Score -119862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -119875.179688 Penalty: 3303.645264
	Iteration 20F: 3 clusters Score -119875.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -119936.812500 Penalty: 3303.645264
	Iteration 21Q: 3 clusters Score -119936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -119993.125000 Penalty: 3303.645264
	Iteration 22Q: 3 clusters Score -119993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -120027.859375 Penalty: 3303.645264
	Iteration 23Q: 3 clusters Score -120027.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -120051.234375 Penalty: 3303.645264
	Iteration 24Q: 3 clusters Score -120051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -120055.062500 Penalty: 3303.645264
	Iteration 25Q: 3 clusters Score -120055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -120057.093750 Penalty: 3303.645264
	Iteration 26Q: 3 clusters Score -120057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -120059.492188 Penalty: 3303.645264
	Iteration 27Q: 3 clusters Score -120059.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -120059.492188 Penalty: 3303.645264
	Iteration 28F: 3 clusters Score -120059.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47030 members 
Mstep: Class 4 contains 48161 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 42278 members 
Mstep: Class 7 contains 44596 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 43665 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28854 members 
Mstep: Class 13 contains 43383 members 
Mstep: Class 14 contains 45941 members 
Mstep: Class 15 contains 46455 members 
Mstep: Class 16 contains 45426 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47233 members 
Mstep: Class 19 contains 46929 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 967 members 
Mstep: Class 22 contains 348 members 
Entering Unmasked Estep 
Score: -106676024.000000 Penalty: 72451.218750
Splitting cluster 20 changes total score from -106677760.000000 to -106676024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -157667.921875 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -157667.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -155773.625000 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -155773.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -156161.671875 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -156161.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -156311.296875 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -156311.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -156387.687500 Penalty: 3409.602539
	Iteration 3Q: 3 clusters Score -156387.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -156456.687500 Penalty: 3409.602539
	Iteration 4Q: 3 clusters Score -156456.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -156537.609375 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -156537.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -156626.187500 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -156626.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -156696.421875 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -156696.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -156732.562500 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -156732.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -156750.093750 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -156750.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -156764.203125 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -156764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -156768.109375 Penalty: 3409.602539
	Iteration 11Q: 3 clusters Score -156768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -156773.250000 Penalty: 3409.602539
	Iteration 12Q: 3 clusters Score -156773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -156774.906250 Penalty: 3409.602539
	Iteration 13Q: 3 clusters Score -156774.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -156774.906250 Penalty: 3409.602539
	Iteration 14F: 3 clusters Score -156774.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47030 members 
Mstep: Class 4 contains 48161 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 42278 members 
Mstep: Class 7 contains 44596 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 43665 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28854 members 
Mstep: Class 13 contains 43383 members 
Mstep: Class 14 contains 45941 members 
Mstep: Class 15 contains 46455 members 
Mstep: Class 16 contains 45426 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47233 members 
Mstep: Class 19 contains 46929 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677680.000000 Penalty: 69157.984375
Iteration 159Q: 22 clusters Score -1.066777e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47112 members 
Mstep: Class 4 contains 48159 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 42260 members 
Mstep: Class 7 contains 44558 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 43669 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28857 members 
Mstep: Class 13 contains 43347 members 
Mstep: Class 14 contains 45931 members 
Mstep: Class 15 contains 46491 members 
Mstep: Class 16 contains 45412 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47237 members 
Mstep: Class 19 contains 46926 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677520.000000 Penalty: 69157.984375
Iteration 160F: 22 clusters Score -1.066775e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47120 members 
Mstep: Class 4 contains 48204 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 42196 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43638 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28853 members 
Mstep: Class 13 contains 43336 members 
Mstep: Class 14 contains 45978 members 
Mstep: Class 15 contains 46518 members 
Mstep: Class 16 contains 45393 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47254 members 
Mstep: Class 19 contains 46948 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677760.000000 Penalty: 69157.984375
Iteration 161Q: 22 clusters Score -1.066778e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47105 members 
Mstep: Class 4 contains 48257 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 42158 members 
Mstep: Class 7 contains 44503 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 43621 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28854 members 
Mstep: Class 13 contains 43351 members 
Mstep: Class 14 contains 46007 members 
Mstep: Class 15 contains 46498 members 
Mstep: Class 16 contains 45456 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47247 members 
Mstep: Class 19 contains 46953 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677696.000000 Penalty: 69157.984375
Iteration 162Q: 22 clusters Score -1.066777e+08 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47115 members 
Mstep: Class 4 contains 48262 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 42145 members 
Mstep: Class 7 contains 44484 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 43597 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28853 members 
Mstep: Class 13 contains 43354 members 
Mstep: Class 14 contains 46025 members 
Mstep: Class 15 contains 46533 members 
Mstep: Class 16 contains 45493 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47205 members 
Mstep: Class 19 contains 46952 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678288.000000 Penalty: 69157.984375
Iteration 163Q: 22 clusters Score -1.066783e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47140 members 
Mstep: Class 4 contains 48279 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 42132 members 
Mstep: Class 7 contains 44478 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 43567 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28866 members 
Mstep: Class 13 contains 43393 members 
Mstep: Class 14 contains 46019 members 
Mstep: Class 15 contains 46537 members 
Mstep: Class 16 contains 45538 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47180 members 
Mstep: Class 19 contains 46924 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678448.000000 Penalty: 69157.984375
Iteration 164Q: 22 clusters Score -1.066784e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47232 members 
Mstep: Class 4 contains 48230 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 42143 members 
Mstep: Class 7 contains 44463 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 43542 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28883 members 
Mstep: Class 13 contains 43388 members 
Mstep: Class 14 contains 46016 members 
Mstep: Class 15 contains 46568 members 
Mstep: Class 16 contains 45544 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47175 members 
Mstep: Class 19 contains 46896 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678320.000000 Penalty: 69157.984375
Iteration 165Q: 22 clusters Score -1.066783e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47320 members 
Mstep: Class 4 contains 48218 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 42143 members 
Mstep: Class 7 contains 44473 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 43503 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28897 members 
Mstep: Class 13 contains 43391 members 
Mstep: Class 14 contains 46040 members 
Mstep: Class 15 contains 46558 members 
Mstep: Class 16 contains 45551 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47154 members 
Mstep: Class 19 contains 46824 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678440.000000 Penalty: 69157.984375
Iteration 166Q: 22 clusters Score -1.066784e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 48216 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 42152 members 
Mstep: Class 7 contains 44447 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 43488 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28908 members 
Mstep: Class 13 contains 43422 members 
Mstep: Class 14 contains 46057 members 
Mstep: Class 15 contains 46544 members 
Mstep: Class 16 contains 45530 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47122 members 
Mstep: Class 19 contains 46821 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678656.000000 Penalty: 69157.984375
Iteration 167Q: 22 clusters Score -1.066787e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47509 members 
Mstep: Class 4 contains 48198 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 42155 members 
Mstep: Class 7 contains 44404 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43471 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28906 members 
Mstep: Class 13 contains 43441 members 
Mstep: Class 14 contains 46027 members 
Mstep: Class 15 contains 46548 members 
Mstep: Class 16 contains 45516 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47109 members 
Mstep: Class 19 contains 46816 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678608.000000 Penalty: 69157.984375
Iteration 168Q: 22 clusters Score -1.066786e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47571 members 
Mstep: Class 4 contains 48184 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 42181 members 
Mstep: Class 7 contains 44387 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43482 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28900 members 
Mstep: Class 13 contains 43450 members 
Mstep: Class 14 contains 46043 members 
Mstep: Class 15 contains 46495 members 
Mstep: Class 16 contains 45505 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47085 members 
Mstep: Class 19 contains 46823 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678504.000000 Penalty: 69157.984375
Iteration 169Q: 22 clusters Score -1.066785e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47633 members 
Mstep: Class 4 contains 48160 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 42205 members 
Mstep: Class 7 contains 44380 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43484 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28901 members 
Mstep: Class 13 contains 43432 members 
Mstep: Class 14 contains 46045 members 
Mstep: Class 15 contains 46477 members 
Mstep: Class 16 contains 45493 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47087 members 
Mstep: Class 19 contains 46810 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678304.000000 Penalty: 69157.984375
Iteration 170Q: 22 clusters Score -1.066783e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47703 members 
Mstep: Class 4 contains 48126 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 42197 members 
Mstep: Class 7 contains 44377 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43488 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28894 members 
Mstep: Class 13 contains 43435 members 
Mstep: Class 14 contains 46034 members 
Mstep: Class 15 contains 46444 members 
Mstep: Class 16 contains 45477 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47098 members 
Mstep: Class 19 contains 46820 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678392.000000 Penalty: 69157.984375
Iteration 171Q: 22 clusters Score -1.066784e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47814 members 
Mstep: Class 4 contains 48063 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 42193 members 
Mstep: Class 7 contains 44363 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 43476 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28894 members 
Mstep: Class 13 contains 43420 members 
Mstep: Class 14 contains 46020 members 
Mstep: Class 15 contains 46477 members 
Mstep: Class 16 contains 45462 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47100 members 
Mstep: Class 19 contains 46837 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678256.000000 Penalty: 69157.984375
Iteration 172Q: 22 clusters Score -1.066783e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 47934 members 
Mstep: Class 4 contains 48008 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42191 members 
Mstep: Class 7 contains 44359 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 43438 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28908 members 
Mstep: Class 13 contains 43373 members 
Mstep: Class 14 contains 46018 members 
Mstep: Class 15 contains 46491 members 
Mstep: Class 16 contains 45474 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47091 members 
Mstep: Class 19 contains 46851 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678232.000000 Penalty: 69157.984375
Iteration 173Q: 22 clusters Score -1.066782e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48088 members 
Mstep: Class 4 contains 47918 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42182 members 
Mstep: Class 7 contains 44354 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 43384 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28912 members 
Mstep: Class 13 contains 43344 members 
Mstep: Class 14 contains 46014 members 
Mstep: Class 15 contains 46519 members 
Mstep: Class 16 contains 45503 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47078 members 
Mstep: Class 19 contains 46853 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678424.000000 Penalty: 69157.984375
Iteration 174Q: 22 clusters Score -1.066784e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48202 members 
Mstep: Class 4 contains 47852 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42169 members 
Mstep: Class 7 contains 44334 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43350 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28928 members 
Mstep: Class 13 contains 43301 members 
Mstep: Class 14 contains 46056 members 
Mstep: Class 15 contains 46528 members 
Mstep: Class 16 contains 45524 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47069 members 
Mstep: Class 19 contains 46858 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678232.000000 Penalty: 69157.984375
Iteration 175Q: 22 clusters Score -1.066782e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48325 members 
Mstep: Class 4 contains 47818 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42156 members 
Mstep: Class 7 contains 44303 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43317 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28938 members 
Mstep: Class 13 contains 43262 members 
Mstep: Class 14 contains 46037 members 
Mstep: Class 15 contains 46556 members 
Mstep: Class 16 contains 45537 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47057 members 
Mstep: Class 19 contains 46868 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678032.000000 Penalty: 69157.984375
Iteration 176Q: 22 clusters Score -1.06678e+08 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48418 members 
Mstep: Class 4 contains 47781 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 42140 members 
Mstep: Class 7 contains 44266 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43332 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28942 members 
Mstep: Class 13 contains 43223 members 
Mstep: Class 14 contains 46049 members 
Mstep: Class 15 contains 46560 members 
Mstep: Class 16 contains 45501 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47057 members 
Mstep: Class 19 contains 46900 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678168.000000 Penalty: 69157.984375
Iteration 177Q: 22 clusters Score -1.066782e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48507 members 
Mstep: Class 4 contains 47765 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 42160 members 
Mstep: Class 7 contains 44234 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43339 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28953 members 
Mstep: Class 13 contains 43206 members 
Mstep: Class 14 contains 45975 members 
Mstep: Class 15 contains 46590 members 
Mstep: Class 16 contains 45481 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47035 members 
Mstep: Class 19 contains 46930 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678088.000000 Penalty: 69157.984375
Iteration 178Q: 22 clusters Score -1.066781e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48562 members 
Mstep: Class 4 contains 47724 members 
Mstep: Class 5 contains 2328 members 
Mstep: Class 6 contains 42151 members 
Mstep: Class 7 contains 44242 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43363 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28960 members 
Mstep: Class 13 contains 43201 members 
Mstep: Class 14 contains 45925 members 
Mstep: Class 15 contains 46638 members 
Mstep: Class 16 contains 45473 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47025 members 
Mstep: Class 19 contains 46915 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678368.000000 Penalty: 69157.984375
Iteration 179Q: 22 clusters Score -1.066784e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48608 members 
Mstep: Class 4 contains 47716 members 
Mstep: Class 5 contains 2329 members 
Mstep: Class 6 contains 42181 members 
Mstep: Class 7 contains 44209 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43371 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28961 members 
Mstep: Class 13 contains 43178 members 
Mstep: Class 14 contains 45881 members 
Mstep: Class 15 contains 46685 members 
Mstep: Class 16 contains 45468 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47026 members 
Mstep: Class 19 contains 46898 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678112.000000 Penalty: 69157.984375
Iteration 180F: 22 clusters Score -1.066781e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48721 members 
Mstep: Class 4 contains 47721 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 6 contains 42205 members 
Mstep: Class 7 contains 44171 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43350 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28962 members 
Mstep: Class 13 contains 43155 members 
Mstep: Class 14 contains 45789 members 
Mstep: Class 15 contains 46707 members 
Mstep: Class 16 contains 45469 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47045 members 
Mstep: Class 19 contains 46906 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678112.000000 Penalty: 69157.984375
Iteration 181Q: 22 clusters Score -1.066781e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48745 members 
Mstep: Class 4 contains 47759 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 42212 members 
Mstep: Class 7 contains 44161 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43334 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28963 members 
Mstep: Class 13 contains 43134 members 
Mstep: Class 14 contains 45784 members 
Mstep: Class 15 contains 46730 members 
Mstep: Class 16 contains 45438 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47053 members 
Mstep: Class 19 contains 46889 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678304.000000 Penalty: 69157.984375
Iteration 182Q: 22 clusters Score -1.066783e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48806 members 
Mstep: Class 4 contains 47804 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 42231 members 
Mstep: Class 7 contains 44120 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43333 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28966 members 
Mstep: Class 13 contains 43114 members 
Mstep: Class 14 contains 45740 members 
Mstep: Class 15 contains 46686 members 
Mstep: Class 16 contains 45476 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47048 members 
Mstep: Class 19 contains 46896 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678592.000000 Penalty: 69157.984375
Iteration 183Q: 22 clusters Score -1.066786e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48890 members 
Mstep: Class 4 contains 47834 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 42223 members 
Mstep: Class 7 contains 44106 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43302 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28977 members 
Mstep: Class 13 contains 43098 members 
Mstep: Class 14 contains 45689 members 
Mstep: Class 15 contains 46665 members 
Mstep: Class 16 contains 45502 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47041 members 
Mstep: Class 19 contains 46901 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678360.000000 Penalty: 69157.984375
Iteration 184Q: 22 clusters Score -1.066784e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48958 members 
Mstep: Class 4 contains 47810 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 42239 members 
Mstep: Class 7 contains 44097 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43268 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28979 members 
Mstep: Class 13 contains 43120 members 
Mstep: Class 14 contains 45651 members 
Mstep: Class 15 contains 46681 members 
Mstep: Class 16 contains 45496 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47031 members 
Mstep: Class 19 contains 46916 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678248.000000 Penalty: 69157.984375
Iteration 185Q: 22 clusters Score -1.066782e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49054 members 
Mstep: Class 4 contains 47793 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 42278 members 
Mstep: Class 7 contains 44089 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43254 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28993 members 
Mstep: Class 13 contains 43109 members 
Mstep: Class 14 contains 45618 members 
Mstep: Class 15 contains 46670 members 
Mstep: Class 16 contains 45485 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47038 members 
Mstep: Class 19 contains 46887 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678448.000000 Penalty: 69157.984375
Iteration 186Q: 22 clusters Score -1.066784e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49137 members 
Mstep: Class 4 contains 47815 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 42323 members 
Mstep: Class 7 contains 44073 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43236 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 28998 members 
Mstep: Class 13 contains 43083 members 
Mstep: Class 14 contains 45580 members 
Mstep: Class 15 contains 46631 members 
Mstep: Class 16 contains 45495 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47068 members 
Mstep: Class 19 contains 46868 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678400.000000 Penalty: 69157.984375
Iteration 187Q: 22 clusters Score -1.066784e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49257 members 
Mstep: Class 4 contains 47829 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 42329 members 
Mstep: Class 7 contains 44072 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43218 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29017 members 
Mstep: Class 13 contains 43077 members 
Mstep: Class 14 contains 45524 members 
Mstep: Class 15 contains 46583 members 
Mstep: Class 16 contains 45462 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47102 members 
Mstep: Class 19 contains 46876 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678696.000000 Penalty: 69157.984375
Iteration 188Q: 22 clusters Score -1.066787e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49378 members 
Mstep: Class 4 contains 47898 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 42350 members 
Mstep: Class 7 contains 44051 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43155 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29029 members 
Mstep: Class 13 contains 43056 members 
Mstep: Class 14 contains 45462 members 
Mstep: Class 15 contains 46496 members 
Mstep: Class 16 contains 45466 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47110 members 
Mstep: Class 19 contains 46895 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678800.000000 Penalty: 69157.984375
Iteration 189Q: 22 clusters Score -1.066788e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49464 members 
Mstep: Class 4 contains 47966 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 42371 members 
Mstep: Class 7 contains 44050 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43084 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29036 members 
Mstep: Class 13 contains 43075 members 
Mstep: Class 14 contains 45422 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 16 contains 45473 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47106 members 
Mstep: Class 19 contains 46910 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679040.000000 Penalty: 69157.984375
Iteration 190Q: 22 clusters Score -1.06679e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49562 members 
Mstep: Class 4 contains 48059 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 42404 members 
Mstep: Class 7 contains 44019 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43006 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29060 members 
Mstep: Class 13 contains 43087 members 
Mstep: Class 14 contains 45390 members 
Mstep: Class 15 contains 46294 members 
Mstep: Class 16 contains 45503 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47092 members 
Mstep: Class 19 contains 46934 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679008.000000 Penalty: 69157.984375
Iteration 191Q: 22 clusters Score -1.06679e+08 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49608 members 
Mstep: Class 4 contains 48210 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 42402 members 
Mstep: Class 7 contains 44032 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 42939 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29084 members 
Mstep: Class 13 contains 43083 members 
Mstep: Class 14 contains 45345 members 
Mstep: Class 15 contains 46178 members 
Mstep: Class 16 contains 45538 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47082 members 
Mstep: Class 19 contains 46939 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679056.000000 Penalty: 69157.984375
Iteration 192Q: 22 clusters Score -1.066791e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49649 members 
Mstep: Class 4 contains 48353 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 42385 members 
Mstep: Class 7 contains 44037 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 42889 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29110 members 
Mstep: Class 13 contains 43037 members 
Mstep: Class 14 contains 45330 members 
Mstep: Class 15 contains 46067 members 
Mstep: Class 16 contains 45574 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47083 members 
Mstep: Class 19 contains 46951 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679216.000000 Penalty: 69157.984375
Iteration 193Q: 22 clusters Score -1.066792e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49749 members 
Mstep: Class 4 contains 48455 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 42344 members 
Mstep: Class 7 contains 44008 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 42867 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29133 members 
Mstep: Class 13 contains 42983 members 
Mstep: Class 14 contains 45303 members 
Mstep: Class 15 contains 45929 members 
Mstep: Class 16 contains 45635 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47097 members 
Mstep: Class 19 contains 46976 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679216.000000 Penalty: 69157.984375
Iteration 194Q: 22 clusters Score -1.066792e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49827 members 
Mstep: Class 4 contains 48513 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 42294 members 
Mstep: Class 7 contains 44002 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 42878 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29144 members 
Mstep: Class 13 contains 42930 members 
Mstep: Class 14 contains 45295 members 
Mstep: Class 15 contains 45826 members 
Mstep: Class 16 contains 45628 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47110 members 
Mstep: Class 19 contains 47042 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679432.000000 Penalty: 69157.984375
Iteration 195Q: 22 clusters Score -1.066794e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49918 members 
Mstep: Class 4 contains 48549 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 42289 members 
Mstep: Class 7 contains 43982 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 42888 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29159 members 
Mstep: Class 13 contains 42886 members 
Mstep: Class 14 contains 45283 members 
Mstep: Class 15 contains 45738 members 
Mstep: Class 16 contains 45638 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47132 members 
Mstep: Class 19 contains 47038 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679448.000000 Penalty: 69157.984375
Iteration 196Q: 22 clusters Score -1.066794e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50003 members 
Mstep: Class 4 contains 48574 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 42268 members 
Mstep: Class 7 contains 43943 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 42923 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29164 members 
Mstep: Class 13 contains 42838 members 
Mstep: Class 14 contains 45307 members 
Mstep: Class 15 contains 45653 members 
Mstep: Class 16 contains 45656 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47145 members 
Mstep: Class 19 contains 47045 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679712.000000 Penalty: 69157.984375
Iteration 197Q: 22 clusters Score -1.066797e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50088 members 
Mstep: Class 4 contains 48589 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 42225 members 
Mstep: Class 7 contains 43901 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43003 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29181 members 
Mstep: Class 13 contains 42819 members 
Mstep: Class 14 contains 45295 members 
Mstep: Class 15 contains 45613 members 
Mstep: Class 16 contains 45648 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47155 members 
Mstep: Class 19 contains 47026 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679520.000000 Penalty: 69157.984375
Iteration 198Q: 22 clusters Score -1.066795e+08 nChanged 1859
Entering ConstructFrom: 
Score: -106679520.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (47042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Entering Unmasked Estep 
Score: -8640649.000000 Penalty: 2668.181396
	Iteration 0F: 2 clusters Score -8640649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -8610087.000000 Penalty: 5336.362793
	Iteration 0F: 3 clusters Score -8610087 nChanged 21736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -8622207.000000 Penalty: 5336.362793
	Iteration 1F: 3 clusters Score -8622207 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -8622686.000000 Penalty: 5336.362793
	Iteration 2Q: 3 clusters Score -8622686 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -8623095.000000 Penalty: 5336.362793
	Iteration 3Q: 3 clusters Score -8623095 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -8623611.000000 Penalty: 5336.362793
	Iteration 4Q: 3 clusters Score -8623611 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -8624351.000000 Penalty: 5336.362793
	Iteration 5Q: 3 clusters Score -8624351 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -8625434.000000 Penalty: 5336.362793
	Iteration 6Q: 3 clusters Score -8625434 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -8627251.000000 Penalty: 5336.362793
	Iteration 7F: 3 clusters Score -8627251 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -8629879.000000 Penalty: 5336.362793
	Iteration 8F: 3 clusters Score -8629879 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -8633312.000000 Penalty: 5336.362793
	Iteration 9F: 3 clusters Score -8633312 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -8636585.000000 Penalty: 5336.362793
	Iteration 10F: 3 clusters Score -8636585 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -8638224.000000 Penalty: 5336.362793
	Iteration 11Q: 3 clusters Score -8638224 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -8638755.000000 Penalty: 5336.362793
	Iteration 12Q: 3 clusters Score -8638755 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -8638988.000000 Penalty: 5336.362793
	Iteration 13Q: 3 clusters Score -8638988 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -8639159.000000 Penalty: 5336.362793
	Iteration 14Q: 3 clusters Score -8639159 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -8639258.000000 Penalty: 5336.362793
	Iteration 15Q: 3 clusters Score -8639258 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -8639332.000000 Penalty: 5336.362793
	Iteration 16Q: 3 clusters Score -8639332 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -8639365.000000 Penalty: 5336.362793
	Iteration 17Q: 3 clusters Score -8639365 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -8639448.000000 Penalty: 5336.362793
	Iteration 18Q: 3 clusters Score -8639448 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -8639514.000000 Penalty: 5336.362793
	Iteration 19Q: 3 clusters Score -8639514 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -8639552.000000 Penalty: 5336.362793
	Iteration 20F: 3 clusters Score -8639552 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -8639587.000000 Penalty: 5336.362793
	Iteration 21Q: 3 clusters Score -8639587 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -8639593.000000 Penalty: 5336.362793
	Iteration 22Q: 3 clusters Score -8639593 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -8639661.000000 Penalty: 5336.362793
	Iteration 23Q: 3 clusters Score -8639661 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -8639683.000000 Penalty: 5336.362793
	Iteration 24Q: 3 clusters Score -8639683 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -8639703.000000 Penalty: 5336.362793
	Iteration 25Q: 3 clusters Score -8639703 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -8639716.000000 Penalty: 5336.362793
	Iteration 26Q: 3 clusters Score -8639716 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -8639751.000000 Penalty: 5336.362793
	Iteration 27Q: 3 clusters Score -8639751 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -8639780.000000 Penalty: 5336.362793
	Iteration 28Q: 3 clusters Score -8639780 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -8639778.000000 Penalty: 5336.362793
	Iteration 29Q: 3 clusters Score -8639778 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -8639801.000000 Penalty: 5336.362793
	Iteration 30Q: 3 clusters Score -8639801 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -8639829.000000 Penalty: 5336.362793
	Iteration 31Q: 3 clusters Score -8639829 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -8639849.000000 Penalty: 5336.362793
	Iteration 32Q: 3 clusters Score -8639849 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -8639854.000000 Penalty: 5336.362793
	Iteration 33Q: 3 clusters Score -8639854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -8639874.000000 Penalty: 5336.362793
	Iteration 34Q: 3 clusters Score -8639874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -8639874.000000 Penalty: 5336.362793
	Iteration 35Q: 3 clusters Score -8639874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -8639887.000000 Penalty: 5336.362793
	Iteration 36Q: 3 clusters Score -8639887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -8639900.000000 Penalty: 5336.362793
	Iteration 37Q: 3 clusters Score -8639900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -8639922.000000 Penalty: 5336.362793
	Iteration 38Q: 3 clusters Score -8639922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -8639914.000000 Penalty: 5336.362793
	Iteration 39Q: 3 clusters Score -8639914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -8639919.000000 Penalty: 5336.362793
	Iteration 40F: 3 clusters Score -8639919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -8639936.000000 Penalty: 5336.362793
	Iteration 41Q: 3 clusters Score -8639936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -8639953.000000 Penalty: 5336.362793
	Iteration 42Q: 3 clusters Score -8639953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -8639958.000000 Penalty: 5336.362793
	Iteration 43Q: 3 clusters Score -8639958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -8639946.000000 Penalty: 5336.362793
	Iteration 44Q: 3 clusters Score -8639946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -8639947.000000 Penalty: 5336.362793
	Iteration 45Q: 3 clusters Score -8639947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -8639955.000000 Penalty: 5336.362793
	Iteration 46Q: 3 clusters Score -8639955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -8639955.000000 Penalty: 5336.362793
	Iteration 47Q: 3 clusters Score -8639955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -8639960.000000 Penalty: 5336.362793
	Iteration 48Q: 3 clusters Score -8639960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -8639971.000000 Penalty: 5336.362793
	Iteration 49Q: 3 clusters Score -8639971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -8639975.000000 Penalty: 5336.362793
	Iteration 50Q: 3 clusters Score -8639975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -8639973.000000 Penalty: 5336.362793
	Iteration 51Q: 3 clusters Score -8639973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -8639968.000000 Penalty: 5336.362793
	Iteration 52Q: 3 clusters Score -8639968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -8639972.000000 Penalty: 5336.362793
	Iteration 53Q: 3 clusters Score -8639972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -8639972.000000 Penalty: 5336.362793
	Iteration 54F: 3 clusters Score -8639972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -18166.832031 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -18166.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17134.869141 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -17134.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17234.707031 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -17234.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17306.433594 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -17306.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17374.699219 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -17374.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17432.736328 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -17432.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17444.722656 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -17444.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17444.722656 Penalty: 2730.644531
	Iteration 6F: 3 clusters Score -17444.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Entering Unmasked Estep 
Score: -9344950.000000 Penalty: 2684.018066
	Iteration 0F: 2 clusters Score -9344950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -9315309.000000 Penalty: 5368.036133
	Iteration 0F: 3 clusters Score -9315309 nChanged 23054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -9328157.000000 Penalty: 5368.036133
	Iteration 1F: 3 clusters Score -9328157 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -9328770.000000 Penalty: 5368.036133
	Iteration 2Q: 3 clusters Score -9328770 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -9329565.000000 Penalty: 5368.036133
	Iteration 3Q: 3 clusters Score -9329565 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -9330602.000000 Penalty: 5368.036133
	Iteration 4Q: 3 clusters Score -9330602 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -9332202.000000 Penalty: 5368.036133
	Iteration 5F: 3 clusters Score -9332202 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -9334477.000000 Penalty: 5368.036133
	Iteration 6F: 3 clusters Score -9334477 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -9337118.000000 Penalty: 5368.036133
	Iteration 7F: 3 clusters Score -9337118 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -9339814.000000 Penalty: 5368.036133
	Iteration 8F: 3 clusters Score -9339814 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -9341532.000000 Penalty: 5368.036133
	Iteration 9F: 3 clusters Score -9341532 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -9342544.000000 Penalty: 5368.036133
	Iteration 10Q: 3 clusters Score -9342544 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -9342903.000000 Penalty: 5368.036133
	Iteration 11Q: 3 clusters Score -9342903 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -9343061.000000 Penalty: 5368.036133
	Iteration 12Q: 3 clusters Score -9343061 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9343037.000000 Penalty: 5368.036133
	Iteration 13Q: 3 clusters Score -9343037 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9343053.000000 Penalty: 5368.036133
	Iteration 14Q: 3 clusters Score -9343053 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9343057.000000 Penalty: 5368.036133
	Iteration 15Q: 3 clusters Score -9343057 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9343074.000000 Penalty: 5368.036133
	Iteration 16Q: 3 clusters Score -9343074 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9343078.000000 Penalty: 5368.036133
	Iteration 17Q: 3 clusters Score -9343078 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9343084.000000 Penalty: 5368.036133
	Iteration 18Q: 3 clusters Score -9343084 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9343097.000000 Penalty: 5368.036133
	Iteration 19Q: 3 clusters Score -9343097 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9343084.000000 Penalty: 5368.036133
	Iteration 20F: 3 clusters Score -9343084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9343092.000000 Penalty: 5368.036133
	Iteration 21Q: 3 clusters Score -9343092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9343088.000000 Penalty: 5368.036133
	Iteration 22Q: 3 clusters Score -9343088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9343066.000000 Penalty: 5368.036133
	Iteration 23Q: 3 clusters Score -9343066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9343061.000000 Penalty: 5368.036133
	Iteration 24Q: 3 clusters Score -9343061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9343082.000000 Penalty: 5368.036133
	Iteration 25Q: 3 clusters Score -9343082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9343072.000000 Penalty: 5368.036133
	Iteration 26Q: 3 clusters Score -9343072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9343067.000000 Penalty: 5368.036133
	Iteration 27Q: 3 clusters Score -9343067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9343066.000000 Penalty: 5368.036133
	Iteration 28Q: 3 clusters Score -9343066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9343053.000000 Penalty: 5368.036133
	Iteration 29Q: 3 clusters Score -9343053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9343057.000000 Penalty: 5368.036133
	Iteration 30Q: 3 clusters Score -9343057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9343055.000000 Penalty: 5368.036133
	Iteration 31Q: 3 clusters Score -9343055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9343056.000000 Penalty: 5368.036133
	Iteration 32Q: 3 clusters Score -9343056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9343063.000000 Penalty: 5368.036133
	Iteration 33Q: 3 clusters Score -9343063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9343053.000000 Penalty: 5368.036133
	Iteration 34Q: 3 clusters Score -9343053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9343064.000000 Penalty: 5368.036133
	Iteration 35Q: 3 clusters Score -9343064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9343059.000000 Penalty: 5368.036133
	Iteration 36Q: 3 clusters Score -9343059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9343063.000000 Penalty: 5368.036133
	Iteration 37Q: 3 clusters Score -9343063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9343064.000000 Penalty: 5368.036133
	Iteration 38Q: 3 clusters Score -9343064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9343061.000000 Penalty: 5368.036133
	Iteration 39Q: 3 clusters Score -9343061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9343057.000000 Penalty: 5368.036133
	Iteration 40F: 3 clusters Score -9343057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Entering Unmasked Estep 
Score: -9102704.000000 Penalty: 2676.287598
	Iteration 0F: 2 clusters Score -9102704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -9073439.000000 Penalty: 5352.575195
	Iteration 0F: 3 clusters Score -9073439 nChanged 22412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -9085549.000000 Penalty: 5352.575195
	Iteration 1F: 3 clusters Score -9085549 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -9086124.000000 Penalty: 5352.575195
	Iteration 2Q: 3 clusters Score -9086124 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -9086583.000000 Penalty: 5352.575195
	Iteration 3Q: 3 clusters Score -9086583 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -9086950.000000 Penalty: 5352.575195
	Iteration 4Q: 3 clusters Score -9086950 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -9087330.000000 Penalty: 5352.575195
	Iteration 5Q: 3 clusters Score -9087330 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -9087690.000000 Penalty: 5352.575195
	Iteration 6Q: 3 clusters Score -9087690 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -9087984.000000 Penalty: 5352.575195
	Iteration 7Q: 3 clusters Score -9087984 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -9088366.000000 Penalty: 5352.575195
	Iteration 8Q: 3 clusters Score -9088366 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -9088871.000000 Penalty: 5352.575195
	Iteration 9Q: 3 clusters Score -9088871 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -9089527.000000 Penalty: 5352.575195
	Iteration 10Q: 3 clusters Score -9089527 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -9090508.000000 Penalty: 5352.575195
	Iteration 11Q: 3 clusters Score -9090508 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -9092019.000000 Penalty: 5352.575195
	Iteration 12Q: 3 clusters Score -9092019 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -9093837.000000 Penalty: 5352.575195
	Iteration 13F: 3 clusters Score -9093837 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -9095293.000000 Penalty: 5352.575195
	Iteration 14F: 3 clusters Score -9095293 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -9096029.000000 Penalty: 5352.575195
	Iteration 15Q: 3 clusters Score -9096029 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -9096361.000000 Penalty: 5352.575195
	Iteration 16Q: 3 clusters Score -9096361 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -9096508.000000 Penalty: 5352.575195
	Iteration 17Q: 3 clusters Score -9096508 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -9096668.000000 Penalty: 5352.575195
	Iteration 18Q: 3 clusters Score -9096668 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -9096812.000000 Penalty: 5352.575195
	Iteration 19Q: 3 clusters Score -9096812 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -9096966.000000 Penalty: 5352.575195
	Iteration 20F: 3 clusters Score -9096966 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -9097143.000000 Penalty: 5352.575195
	Iteration 21Q: 3 clusters Score -9097143 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -9097323.000000 Penalty: 5352.575195
	Iteration 22Q: 3 clusters Score -9097323 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -9097521.000000 Penalty: 5352.575195
	Iteration 23Q: 3 clusters Score -9097521 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -9097717.000000 Penalty: 5352.575195
	Iteration 24Q: 3 clusters Score -9097717 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -9097957.000000 Penalty: 5352.575195
	Iteration 25Q: 3 clusters Score -9097957 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -9098156.000000 Penalty: 5352.575195
	Iteration 26Q: 3 clusters Score -9098156 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -9098380.000000 Penalty: 5352.575195
	Iteration 27Q: 3 clusters Score -9098380 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -9098609.000000 Penalty: 5352.575195
	Iteration 28Q: 3 clusters Score -9098609 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -9098871.000000 Penalty: 5352.575195
	Iteration 29Q: 3 clusters Score -9098871 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -9099057.000000 Penalty: 5352.575195
	Iteration 30Q: 3 clusters Score -9099057 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -9099266.000000 Penalty: 5352.575195
	Iteration 31Q: 3 clusters Score -9099266 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -9099392.000000 Penalty: 5352.575195
	Iteration 32Q: 3 clusters Score -9099392 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -9099626.000000 Penalty: 5352.575195
	Iteration 33Q: 3 clusters Score -9099626 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -9099831.000000 Penalty: 5352.575195
	Iteration 34Q: 3 clusters Score -9099831 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -9099952.000000 Penalty: 5352.575195
	Iteration 35Q: 3 clusters Score -9099952 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -9100091.000000 Penalty: 5352.575195
	Iteration 36Q: 3 clusters Score -9100091 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -9100255.000000 Penalty: 5352.575195
	Iteration 37Q: 3 clusters Score -9100255 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -9100428.000000 Penalty: 5352.575195
	Iteration 38Q: 3 clusters Score -9100428 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -9100553.000000 Penalty: 5352.575195
	Iteration 39Q: 3 clusters Score -9100553 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -9100663.000000 Penalty: 5352.575195
	Iteration 40F: 3 clusters Score -9100663 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -9100770.000000 Penalty: 5352.575195
	Iteration 41Q: 3 clusters Score -9100770 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -9100908.000000 Penalty: 5352.575195
	Iteration 42Q: 3 clusters Score -9100908 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -9100985.000000 Penalty: 5352.575195
	Iteration 43Q: 3 clusters Score -9100985 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -9101082.000000 Penalty: 5352.575195
	Iteration 44Q: 3 clusters Score -9101082 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -9101103.000000 Penalty: 5352.575195
	Iteration 45Q: 3 clusters Score -9101103 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -9101185.000000 Penalty: 5352.575195
	Iteration 46Q: 3 clusters Score -9101185 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -9101241.000000 Penalty: 5352.575195
	Iteration 47Q: 3 clusters Score -9101241 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -9101278.000000 Penalty: 5352.575195
	Iteration 48Q: 3 clusters Score -9101278 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -9101331.000000 Penalty: 5352.575195
	Iteration 49Q: 3 clusters Score -9101331 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -9101369.000000 Penalty: 5352.575195
	Iteration 50Q: 3 clusters Score -9101369 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -9101365.000000 Penalty: 5352.575195
	Iteration 51Q: 3 clusters Score -9101365 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -9101376.000000 Penalty: 5352.575195
	Iteration 52Q: 3 clusters Score -9101376 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -9101367.000000 Penalty: 5352.575195
	Iteration 53Q: 3 clusters Score -9101367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -9101394.000000 Penalty: 5352.575195
	Iteration 54Q: 3 clusters Score -9101394 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -9101413.000000 Penalty: 5352.575195
	Iteration 55Q: 3 clusters Score -9101413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -9101395.000000 Penalty: 5352.575195
	Iteration 56Q: 3 clusters Score -9101395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -9101390.000000 Penalty: 5352.575195
	Iteration 57Q: 3 clusters Score -9101390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -9101374.000000 Penalty: 5352.575195
	Iteration 58Q: 3 clusters Score -9101374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -9101391.000000 Penalty: 5352.575195
	Iteration 59Q: 3 clusters Score -9101391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -9101399.000000 Penalty: 5352.575195
	Iteration 60F: 3 clusters Score -9101399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -9101405.000000 Penalty: 5352.575195
	Iteration 61Q: 3 clusters Score -9101405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -9101396.000000 Penalty: 5352.575195
	Iteration 62Q: 3 clusters Score -9101396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -9101393.000000 Penalty: 5352.575195
	Iteration 63Q: 3 clusters Score -9101393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -9101385.000000 Penalty: 5352.575195
	Iteration 64Q: 3 clusters Score -9101385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -9101396.000000 Penalty: 5352.575195
	Iteration 65Q: 3 clusters Score -9101396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -9101395.000000 Penalty: 5352.575195
	Iteration 66Q: 3 clusters Score -9101395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -9101399.000000 Penalty: 5352.575195
	Iteration 67Q: 3 clusters Score -9101399 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -9101401.000000 Penalty: 5352.575195
	Iteration 68Q: 3 clusters Score -9101401 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -9101395.000000 Penalty: 5352.575195
	Iteration 69Q: 3 clusters Score -9101395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -9101407.000000 Penalty: 5352.575195
	Iteration 70Q: 3 clusters Score -9101407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -9101412.000000 Penalty: 5352.575195
	Iteration 71Q: 3 clusters Score -9101412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -9101405.000000 Penalty: 5352.575195
	Iteration 72Q: 3 clusters Score -9101405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -9101409.000000 Penalty: 5352.575195
	Iteration 73Q: 3 clusters Score -9101409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -9101408.000000 Penalty: 5352.575195
	Iteration 74Q: 3 clusters Score -9101408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -9101412.000000 Penalty: 5352.575195
	Iteration 75Q: 3 clusters Score -9101412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -9101426.000000 Penalty: 5352.575195
	Iteration 76Q: 3 clusters Score -9101426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -9101423.000000 Penalty: 5352.575195
	Iteration 77Q: 3 clusters Score -9101423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -9101406.000000 Penalty: 5352.575195
	Iteration 78Q: 3 clusters Score -9101406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -9101400.000000 Penalty: 5352.575195
	Iteration 79Q: 3 clusters Score -9101400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -9101393.000000 Penalty: 5352.575195
	Iteration 80F: 3 clusters Score -9101393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -9101397.000000 Penalty: 5352.575195
	Iteration 81Q: 3 clusters Score -9101397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -9101396.000000 Penalty: 5352.575195
	Iteration 82Q: 3 clusters Score -9101396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -9101404.000000 Penalty: 5352.575195
	Iteration 83Q: 3 clusters Score -9101404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -9101394.000000 Penalty: 5352.575195
	Iteration 84Q: 3 clusters Score -9101394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -9101396.000000 Penalty: 5352.575195
	Iteration 85Q: 3 clusters Score -9101396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -9101410.000000 Penalty: 5352.575195
	Iteration 86Q: 3 clusters Score -9101410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -9101409.000000 Penalty: 5352.575195
	Iteration 87Q: 3 clusters Score -9101409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -9101398.000000 Penalty: 5352.575195
	Iteration 88Q: 3 clusters Score -9101398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -9101408.000000 Penalty: 5352.575195
	Iteration 89Q: 3 clusters Score -9101408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -9101405.000000 Penalty: 5352.575195
	Iteration 90Q: 3 clusters Score -9101405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -9101406.000000 Penalty: 5352.575195
	Iteration 91Q: 3 clusters Score -9101406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -9101412.000000 Penalty: 5352.575195
	Iteration 92Q: 3 clusters Score -9101412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -9101410.000000 Penalty: 5352.575195
	Iteration 93Q: 3 clusters Score -9101410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -9101395.000000 Penalty: 5352.575195
	Iteration 94Q: 3 clusters Score -9101395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -9101407.000000 Penalty: 5352.575195
	Iteration 95Q: 3 clusters Score -9101407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -9101422.000000 Penalty: 5352.575195
	Iteration 96Q: 3 clusters Score -9101422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -9101411.000000 Penalty: 5352.575195
	Iteration 97Q: 3 clusters Score -9101411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -9101406.000000 Penalty: 5352.575195
	Iteration 98Q: 3 clusters Score -9101406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -9101405.000000 Penalty: 5352.575195
	Iteration 99Q: 3 clusters Score -9101405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -9101414.000000 Penalty: 5352.575195
	Iteration 100F: 3 clusters Score -9101414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -9101413.000000 Penalty: 5352.575195
	Iteration 101Q: 3 clusters Score -9101413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -9101411.000000 Penalty: 5352.575195
	Iteration 102Q: 3 clusters Score -9101411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -9101415.000000 Penalty: 5352.575195
	Iteration 103Q: 3 clusters Score -9101415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -9101411.000000 Penalty: 5352.575195
	Iteration 104Q: 3 clusters Score -9101411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -9101413.000000 Penalty: 5352.575195
	Iteration 105Q: 3 clusters Score -9101413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -9101416.000000 Penalty: 5352.575195
	Iteration 106Q: 3 clusters Score -9101416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -9101418.000000 Penalty: 5352.575195
	Iteration 107Q: 3 clusters Score -9101418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -9101424.000000 Penalty: 5352.575195
	Iteration 108Q: 3 clusters Score -9101424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -9101412.000000 Penalty: 5352.575195
	Iteration 109Q: 3 clusters Score -9101412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -9101415.000000 Penalty: 5352.575195
	Iteration 110Q: 3 clusters Score -9101415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -9101421.000000 Penalty: 5352.575195
	Iteration 111Q: 3 clusters Score -9101421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -9101425.000000 Penalty: 5352.575195
	Iteration 112Q: 3 clusters Score -9101425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -9101420.000000 Penalty: 5352.575195
	Iteration 113Q: 3 clusters Score -9101420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -9101418.000000 Penalty: 5352.575195
	Iteration 114Q: 3 clusters Score -9101418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -9101419.000000 Penalty: 5352.575195
	Iteration 115Q: 3 clusters Score -9101419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -9101418.000000 Penalty: 5352.575195
	Iteration 116Q: 3 clusters Score -9101418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -9101418.000000 Penalty: 5352.575195
	Iteration 117F: 3 clusters Score -9101418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -404281.062500 Penalty: 1924.278442
	Iteration 0F: 2 clusters Score -404281.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -401471.468750 Penalty: 3848.556885
	Iteration 0F: 3 clusters Score -401471.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -402265.687500 Penalty: 3848.556885
	Iteration 1F: 3 clusters Score -402265.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -402599.875000 Penalty: 3848.556885
	Iteration 2F: 3 clusters Score -402599.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -402803.281250 Penalty: 3848.556885
	Iteration 3F: 3 clusters Score -402803.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -402945.500000 Penalty: 3848.556885
	Iteration 4F: 3 clusters Score -402945.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -403041.718750 Penalty: 3848.556885
	Iteration 5Q: 3 clusters Score -403041.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -403109.031250 Penalty: 3848.556885
	Iteration 6Q: 3 clusters Score -403109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -403154.031250 Penalty: 3848.556885
	Iteration 7Q: 3 clusters Score -403154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -403190.937500 Penalty: 3848.556885
	Iteration 8Q: 3 clusters Score -403190.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -403216.625000 Penalty: 3848.556885
	Iteration 9Q: 3 clusters Score -403216.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -403243.156250 Penalty: 3848.556885
	Iteration 10Q: 3 clusters Score -403243.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -403258.625000 Penalty: 3848.556885
	Iteration 11Q: 3 clusters Score -403258.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -403271.906250 Penalty: 3848.556885
	Iteration 12Q: 3 clusters Score -403271.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -403278.468750 Penalty: 3848.556885
	Iteration 13Q: 3 clusters Score -403278.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -403283.656250 Penalty: 3848.556885
	Iteration 14Q: 3 clusters Score -403283.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -403288.062500 Penalty: 3848.556885
	Iteration 15Q: 3 clusters Score -403288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -403291.812500 Penalty: 3848.556885
	Iteration 16Q: 3 clusters Score -403291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -403294.718750 Penalty: 3848.556885
	Iteration 17Q: 3 clusters Score -403294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -403295.593750 Penalty: 3848.556885
	Iteration 18Q: 3 clusters Score -403295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -403296.718750 Penalty: 3848.556885
	Iteration 19Q: 3 clusters Score -403296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -403298.218750 Penalty: 3848.556885
	Iteration 20F: 3 clusters Score -403298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -403300.031250 Penalty: 3848.556885
	Iteration 21Q: 3 clusters Score -403300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -403300.468750 Penalty: 3848.556885
	Iteration 22Q: 3 clusters Score -403300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -403302.906250 Penalty: 3848.556885
	Iteration 23Q: 3 clusters Score -403302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -403305.062500 Penalty: 3848.556885
	Iteration 24Q: 3 clusters Score -403305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -403307.687500 Penalty: 3848.556885
	Iteration 25Q: 3 clusters Score -403307.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -403311.468750 Penalty: 3848.556885
	Iteration 26Q: 3 clusters Score -403311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -403318.875000 Penalty: 3848.556885
	Iteration 27Q: 3 clusters Score -403318.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -403336.062500 Penalty: 3848.556885
	Iteration 28Q: 3 clusters Score -403336.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -403356.593750 Penalty: 3848.556885
	Iteration 29Q: 3 clusters Score -403356.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -403371.218750 Penalty: 3848.556885
	Iteration 30Q: 3 clusters Score -403371.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -403383.968750 Penalty: 3848.556885
	Iteration 31Q: 3 clusters Score -403384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -403396.875000 Penalty: 3848.556885
	Iteration 32Q: 3 clusters Score -403396.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -403411.125000 Penalty: 3848.556885
	Iteration 33Q: 3 clusters Score -403411.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -403426.062500 Penalty: 3848.556885
	Iteration 34Q: 3 clusters Score -403426.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -403437.281250 Penalty: 3848.556885
	Iteration 35Q: 3 clusters Score -403437.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -403445.375000 Penalty: 3848.556885
	Iteration 36Q: 3 clusters Score -403445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -403449.500000 Penalty: 3848.556885
	Iteration 37Q: 3 clusters Score -403449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -403451.875000 Penalty: 3848.556885
	Iteration 38Q: 3 clusters Score -403451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -403458.968750 Penalty: 3848.556885
	Iteration 39Q: 3 clusters Score -403459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -403466.531250 Penalty: 3848.556885
	Iteration 40F: 3 clusters Score -403466.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -403470.437500 Penalty: 3848.556885
	Iteration 41Q: 3 clusters Score -403470.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -403475.531250 Penalty: 3848.556885
	Iteration 42Q: 3 clusters Score -403475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -403478.843750 Penalty: 3848.556885
	Iteration 43Q: 3 clusters Score -403478.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -403483.218750 Penalty: 3848.556885
	Iteration 44Q: 3 clusters Score -403483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -403486.343750 Penalty: 3848.556885
	Iteration 45Q: 3 clusters Score -403486.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -403493.937500 Penalty: 3848.556885
	Iteration 46Q: 3 clusters Score -403493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -403508.343750 Penalty: 3848.556885
	Iteration 47Q: 3 clusters Score -403508.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -403526.437500 Penalty: 3848.556885
	Iteration 48Q: 3 clusters Score -403526.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -403550.625000 Penalty: 3848.556885
	Iteration 49Q: 3 clusters Score -403550.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -403597.156250 Penalty: 3848.556885
	Iteration 50Q: 3 clusters Score -403597.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -403677.937500 Penalty: 3848.556885
	Iteration 51Q: 3 clusters Score -403677.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -403734.937500 Penalty: 3848.556885
	Iteration 52Q: 3 clusters Score -403734.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -403785.625000 Penalty: 3848.556885
	Iteration 53Q: 3 clusters Score -403785.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -403826.875000 Penalty: 3848.556885
	Iteration 54Q: 3 clusters Score -403826.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -403852.937500 Penalty: 3848.556885
	Iteration 55Q: 3 clusters Score -403852.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -403870.468750 Penalty: 3848.556885
	Iteration 56Q: 3 clusters Score -403870.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -403878.656250 Penalty: 3848.556885
	Iteration 57Q: 3 clusters Score -403878.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -403884.937500 Penalty: 3848.556885
	Iteration 58Q: 3 clusters Score -403884.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -403888.156250 Penalty: 3848.556885
	Iteration 59Q: 3 clusters Score -403888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -403892.468750 Penalty: 3848.556885
	Iteration 60F: 3 clusters Score -403892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -403894.187500 Penalty: 3848.556885
	Iteration 61Q: 3 clusters Score -403894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -403898.531250 Penalty: 3848.556885
	Iteration 62Q: 3 clusters Score -403898.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -403908.062500 Penalty: 3848.556885
	Iteration 63Q: 3 clusters Score -403908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -403910.906250 Penalty: 3848.556885
	Iteration 64Q: 3 clusters Score -403910.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -403914.625000 Penalty: 3848.556885
	Iteration 65Q: 3 clusters Score -403914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -403917.937500 Penalty: 3848.556885
	Iteration 66Q: 3 clusters Score -403917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -403919.312500 Penalty: 3848.556885
	Iteration 67Q: 3 clusters Score -403919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -403920.500000 Penalty: 3848.556885
	Iteration 68Q: 3 clusters Score -403920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -403923.656250 Penalty: 3848.556885
	Iteration 69Q: 3 clusters Score -403923.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -403927.062500 Penalty: 3848.556885
	Iteration 70Q: 3 clusters Score -403927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -403931.375000 Penalty: 3848.556885
	Iteration 71Q: 3 clusters Score -403931.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -403935.812500 Penalty: 3848.556885
	Iteration 72Q: 3 clusters Score -403935.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -403941.718750 Penalty: 3848.556885
	Iteration 73Q: 3 clusters Score -403941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -403945.687500 Penalty: 3848.556885
	Iteration 74Q: 3 clusters Score -403945.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -403949.812500 Penalty: 3848.556885
	Iteration 75Q: 3 clusters Score -403949.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -403955.375000 Penalty: 3848.556885
	Iteration 76Q: 3 clusters Score -403955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -403960.218750 Penalty: 3848.556885
	Iteration 77Q: 3 clusters Score -403960.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -403963.281250 Penalty: 3848.556885
	Iteration 78Q: 3 clusters Score -403963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -403964.906250 Penalty: 3848.556885
	Iteration 79Q: 3 clusters Score -403964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -403964.906250 Penalty: 3848.556885
	Iteration 80F: 3 clusters Score -403964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Entering Unmasked Estep 
Score: -7821921.000000 Penalty: 2641.090576
	Iteration 0F: 2 clusters Score -7821921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -7793647.500000 Penalty: 5282.181152
	Iteration 0F: 3 clusters Score -7793648 nChanged 19391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -7804531.500000 Penalty: 5282.181152
	Iteration 1F: 3 clusters Score -7804532 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -7805111.000000 Penalty: 5282.181152
	Iteration 2Q: 3 clusters Score -7805111 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -7805604.000000 Penalty: 5282.181152
	Iteration 3Q: 3 clusters Score -7805604 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -7806205.000000 Penalty: 5282.181152
	Iteration 4Q: 3 clusters Score -7806205 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -7807046.500000 Penalty: 5282.181152
	Iteration 5Q: 3 clusters Score -7807046 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -7808455.000000 Penalty: 5282.181152
	Iteration 6F: 3 clusters Score -7808455 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -7810549.000000 Penalty: 5282.181152
	Iteration 7F: 3 clusters Score -7810549 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -7813484.500000 Penalty: 5282.181152
	Iteration 8F: 3 clusters Score -7813484 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -7816206.000000 Penalty: 5282.181152
	Iteration 9F: 3 clusters Score -7816206 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7818053.500000 Penalty: 5282.181152
	Iteration 10Q: 3 clusters Score -7818054 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7819054.500000 Penalty: 5282.181152
	Iteration 11Q: 3 clusters Score -7819054 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7819427.500000 Penalty: 5282.181152
	Iteration 12Q: 3 clusters Score -7819428 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7819565.000000 Penalty: 5282.181152
	Iteration 13Q: 3 clusters Score -7819565 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7819646.500000 Penalty: 5282.181152
	Iteration 14Q: 3 clusters Score -7819646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7819699.000000 Penalty: 5282.181152
	Iteration 15Q: 3 clusters Score -7819699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7819736.000000 Penalty: 5282.181152
	Iteration 16Q: 3 clusters Score -7819736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7819797.000000 Penalty: 5282.181152
	Iteration 17Q: 3 clusters Score -7819797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7819835.500000 Penalty: 5282.181152
	Iteration 18Q: 3 clusters Score -7819836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7819871.000000 Penalty: 5282.181152
	Iteration 19Q: 3 clusters Score -7819871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7819902.500000 Penalty: 5282.181152
	Iteration 20F: 3 clusters Score -7819902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7819922.500000 Penalty: 5282.181152
	Iteration 21Q: 3 clusters Score -7819922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7819948.500000 Penalty: 5282.181152
	Iteration 22Q: 3 clusters Score -7819948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7819958.500000 Penalty: 5282.181152
	Iteration 23Q: 3 clusters Score -7819958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7819957.500000 Penalty: 5282.181152
	Iteration 24Q: 3 clusters Score -7819958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7819966.500000 Penalty: 5282.181152
	Iteration 25Q: 3 clusters Score -7819966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7819974.000000 Penalty: 5282.181152
	Iteration 26Q: 3 clusters Score -7819974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7819988.000000 Penalty: 5282.181152
	Iteration 27Q: 3 clusters Score -7819988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7819989.500000 Penalty: 5282.181152
	Iteration 28Q: 3 clusters Score -7819990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7820010.000000 Penalty: 5282.181152
	Iteration 29Q: 3 clusters Score -7820010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7820017.500000 Penalty: 5282.181152
	Iteration 30Q: 3 clusters Score -7820018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7820043.000000 Penalty: 5282.181152
	Iteration 31Q: 3 clusters Score -7820043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7820044.000000 Penalty: 5282.181152
	Iteration 32Q: 3 clusters Score -7820044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7820069.500000 Penalty: 5282.181152
	Iteration 33Q: 3 clusters Score -7820070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7820089.500000 Penalty: 5282.181152
	Iteration 34Q: 3 clusters Score -7820090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7820103.000000 Penalty: 5282.181152
	Iteration 35Q: 3 clusters Score -7820103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7820119.000000 Penalty: 5282.181152
	Iteration 36Q: 3 clusters Score -7820119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7820124.000000 Penalty: 5282.181152
	Iteration 37Q: 3 clusters Score -7820124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7820132.500000 Penalty: 5282.181152
	Iteration 38Q: 3 clusters Score -7820132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7820140.500000 Penalty: 5282.181152
	Iteration 39Q: 3 clusters Score -7820140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7820141.500000 Penalty: 5282.181152
	Iteration 40F: 3 clusters Score -7820142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7820145.500000 Penalty: 5282.181152
	Iteration 41Q: 3 clusters Score -7820146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7820143.500000 Penalty: 5282.181152
	Iteration 42Q: 3 clusters Score -7820144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7820145.000000 Penalty: 5282.181152
	Iteration 43Q: 3 clusters Score -7820145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7820149.000000 Penalty: 5282.181152
	Iteration 44Q: 3 clusters Score -7820149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7820148.500000 Penalty: 5282.181152
	Iteration 45Q: 3 clusters Score -7820148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7820155.500000 Penalty: 5282.181152
	Iteration 46Q: 3 clusters Score -7820156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7820151.500000 Penalty: 5282.181152
	Iteration 47Q: 3 clusters Score -7820152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7820158.000000 Penalty: 5282.181152
	Iteration 48Q: 3 clusters Score -7820158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7820161.500000 Penalty: 5282.181152
	Iteration 49Q: 3 clusters Score -7820162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7820166.000000 Penalty: 5282.181152
	Iteration 50Q: 3 clusters Score -7820166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7820171.000000 Penalty: 5282.181152
	Iteration 51Q: 3 clusters Score -7820171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7820182.500000 Penalty: 5282.181152
	Iteration 52Q: 3 clusters Score -7820182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7820190.000000 Penalty: 5282.181152
	Iteration 53Q: 3 clusters Score -7820190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7820197.000000 Penalty: 5282.181152
	Iteration 54Q: 3 clusters Score -7820197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7820201.500000 Penalty: 5282.181152
	Iteration 55Q: 3 clusters Score -7820202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7820209.000000 Penalty: 5282.181152
	Iteration 56Q: 3 clusters Score -7820209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7820210.500000 Penalty: 5282.181152
	Iteration 57Q: 3 clusters Score -7820210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7820210.500000 Penalty: 5282.181152
	Iteration 58F: 3 clusters Score -7820210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Entering Unmasked Estep 
Score: -8079421.500000 Penalty: 2650.981445
	Iteration 0F: 2 clusters Score -8079422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -8049958.500000 Penalty: 5301.962891
	Iteration 0F: 3 clusters Score -8049958 nChanged 20079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -8061061.500000 Penalty: 5301.962891
	Iteration 1F: 3 clusters Score -8061062 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -8061458.500000 Penalty: 5301.962891
	Iteration 2Q: 3 clusters Score -8061458 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -8061869.000000 Penalty: 5301.962891
	Iteration 3Q: 3 clusters Score -8061869 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -8062242.000000 Penalty: 5301.962891
	Iteration 4Q: 3 clusters Score -8062242 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -8062720.500000 Penalty: 5301.962891
	Iteration 5Q: 3 clusters Score -8062720 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -8063235.500000 Penalty: 5301.962891
	Iteration 6Q: 3 clusters Score -8063236 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -8064011.000000 Penalty: 5301.962891
	Iteration 7Q: 3 clusters Score -8064011 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -8064980.000000 Penalty: 5301.962891
	Iteration 8Q: 3 clusters Score -8064980 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -8066165.000000 Penalty: 5301.962891
	Iteration 9Q: 3 clusters Score -8066165 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -8067583.000000 Penalty: 5301.962891
	Iteration 10Q: 3 clusters Score -8067583 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -8069163.500000 Penalty: 5301.962891
	Iteration 11F: 3 clusters Score -8069164 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -8070832.500000 Penalty: 5301.962891
	Iteration 12F: 3 clusters Score -8070832 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -8072335.500000 Penalty: 5301.962891
	Iteration 13Q: 3 clusters Score -8072336 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -8073730.000000 Penalty: 5301.962891
	Iteration 14Q: 3 clusters Score -8073730 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -8074862.000000 Penalty: 5301.962891
	Iteration 15Q: 3 clusters Score -8074862 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8075708.500000 Penalty: 5301.962891
	Iteration 16Q: 3 clusters Score -8075708 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8076231.000000 Penalty: 5301.962891
	Iteration 17Q: 3 clusters Score -8076231 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8076548.500000 Penalty: 5301.962891
	Iteration 18Q: 3 clusters Score -8076548 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8076769.500000 Penalty: 5301.962891
	Iteration 19Q: 3 clusters Score -8076770 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8076889.000000 Penalty: 5301.962891
	Iteration 20F: 3 clusters Score -8076889 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8076957.500000 Penalty: 5301.962891
	Iteration 21Q: 3 clusters Score -8076958 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8076999.000000 Penalty: 5301.962891
	Iteration 22Q: 3 clusters Score -8076999 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8077049.500000 Penalty: 5301.962891
	Iteration 23Q: 3 clusters Score -8077050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8077077.000000 Penalty: 5301.962891
	Iteration 24Q: 3 clusters Score -8077077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8077099.000000 Penalty: 5301.962891
	Iteration 25Q: 3 clusters Score -8077099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8077111.000000 Penalty: 5301.962891
	Iteration 26Q: 3 clusters Score -8077111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8077129.500000 Penalty: 5301.962891
	Iteration 27Q: 3 clusters Score -8077130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8077142.000000 Penalty: 5301.962891
	Iteration 28Q: 3 clusters Score -8077142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8077152.000000 Penalty: 5301.962891
	Iteration 29Q: 3 clusters Score -8077152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8077154.500000 Penalty: 5301.962891
	Iteration 30Q: 3 clusters Score -8077154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8077160.500000 Penalty: 5301.962891
	Iteration 31Q: 3 clusters Score -8077160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8077175.000000 Penalty: 5301.962891
	Iteration 32Q: 3 clusters Score -8077175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8077168.500000 Penalty: 5301.962891
	Iteration 33Q: 3 clusters Score -8077168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8077179.500000 Penalty: 5301.962891
	Iteration 34Q: 3 clusters Score -8077180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8077175.000000 Penalty: 5301.962891
	Iteration 35Q: 3 clusters Score -8077175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8077172.500000 Penalty: 5301.962891
	Iteration 36Q: 3 clusters Score -8077172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8077177.500000 Penalty: 5301.962891
	Iteration 37Q: 3 clusters Score -8077178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8077175.500000 Penalty: 5301.962891
	Iteration 38Q: 3 clusters Score -8077176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8077175.000000 Penalty: 5301.962891
	Iteration 39Q: 3 clusters Score -8077175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8077178.000000 Penalty: 5301.962891
	Iteration 40F: 3 clusters Score -8077178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8077180.000000 Penalty: 5301.962891
	Iteration 41Q: 3 clusters Score -8077180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8077192.500000 Penalty: 5301.962891
	Iteration 42Q: 3 clusters Score -8077192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8077190.000000 Penalty: 5301.962891
	Iteration 43Q: 3 clusters Score -8077190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8077191.000000 Penalty: 5301.962891
	Iteration 44Q: 3 clusters Score -8077191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8077187.500000 Penalty: 5301.962891
	Iteration 45Q: 3 clusters Score -8077188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8077194.500000 Penalty: 5301.962891
	Iteration 46Q: 3 clusters Score -8077194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8077189.500000 Penalty: 5301.962891
	Iteration 47Q: 3 clusters Score -8077190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8077196.000000 Penalty: 5301.962891
	Iteration 48Q: 3 clusters Score -8077196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8077196.000000 Penalty: 5301.962891
	Iteration 49F: 3 clusters Score -8077196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -75084.085938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -75084.09 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 243 members 
Entering Unmasked Estep 
Score: -73561.890625 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -73561.89 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -73867.570312 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -73867.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73990.890625 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -73990.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74081.164062 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -74081.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74127.187500 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -74127.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74168.156250 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -74168.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74202.117188 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -74202.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74240.906250 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -74240.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74305.375000 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -74305.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74382.515625 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -74382.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74478.156250 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -74478.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74522.281250 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -74522.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74531.609375 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -74531.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74542.968750 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -74542.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74561.468750 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -74561.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74581.960938 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -74581.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74601.054688 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -74601.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74620.812500 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -74620.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74646.617188 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -74646.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74669.414062 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -74669.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74705.773438 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -74705.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74731.859375 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -74731.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74785.953125 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -74785.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74802.234375 Penalty: 3122.451904
	Iteration 23Q: 3 clusters Score -74802.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74807.125000 Penalty: 3122.451904
	Iteration 24Q: 3 clusters Score -74807.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74825.281250 Penalty: 3122.451904
	Iteration 25Q: 3 clusters Score -74825.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74874.585938 Penalty: 3122.451904
	Iteration 26Q: 3 clusters Score -74874.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74889.171875 Penalty: 3122.451904
	Iteration 27Q: 3 clusters Score -74889.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74912.773438 Penalty: 3122.451904
	Iteration 28Q: 3 clusters Score -74912.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -74920.500000 Penalty: 3122.451904
	Iteration 29Q: 3 clusters Score -74920.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -74920.500000 Penalty: 3122.451904
	Iteration 30F: 3 clusters Score -74920.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -229678.484375 Penalty: 1782.163818
	Iteration 0F: 2 clusters Score -229678.5 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 663 members 
Entering Unmasked Estep 
Score: -227603.765625 Penalty: 3564.327637
	Iteration 0F: 3 clusters Score -227603.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -228233.687500 Penalty: 3564.327637
	Iteration 1F: 3 clusters Score -228233.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -228876.375000 Penalty: 3564.327637
	Iteration 2F: 3 clusters Score -228876.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -229523.359375 Penalty: 3564.327637
	Iteration 3F: 3 clusters Score -229523.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -229955.609375 Penalty: 3564.327637
	Iteration 4F: 3 clusters Score -229955.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -230239.578125 Penalty: 3564.327637
	Iteration 5Q: 3 clusters Score -230239.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -230385.593750 Penalty: 3564.327637
	Iteration 6Q: 3 clusters Score -230385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -230483.187500 Penalty: 3564.327637
	Iteration 7Q: 3 clusters Score -230483.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -230537.046875 Penalty: 3564.327637
	Iteration 8Q: 3 clusters Score -230537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -230544.515625 Penalty: 3564.327637
	Iteration 9Q: 3 clusters Score -230544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -230587.671875 Penalty: 3564.327637
	Iteration 10Q: 3 clusters Score -230587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -230588.750000 Penalty: 3564.327637
	Iteration 11Q: 3 clusters Score -230588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -230592.609375 Penalty: 3564.327637
	Iteration 12Q: 3 clusters Score -230592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -230595.109375 Penalty: 3564.327637
	Iteration 13Q: 3 clusters Score -230595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -230598.562500 Penalty: 3564.327637
	Iteration 14Q: 3 clusters Score -230598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -230598.562500 Penalty: 3564.327637
	Iteration 15F: 3 clusters Score -230598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50144 members 
Mstep: Class 4 contains 48605 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 42174 members 
Mstep: Class 7 contains 43890 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 10 contains 43070 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29192 members 
Mstep: Class 13 contains 42823 members 
Mstep: Class 14 contains 45302 members 
Mstep: Class 15 contains 45598 members 
Mstep: Class 16 contains 45632 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47158 members 
Mstep: Class 19 contains 46975 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 254 members 
Entering Unmasked Estep 
Score: -106678856.000000 Penalty: 72451.218750
Splitting cluster 9 changes total score from -106679520.000000 to -106678856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (43070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Entering Unmasked Estep 
Score: -8059877.000000 Penalty: 2646.304199
	Iteration 0F: 2 clusters Score -8059877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -8031233.000000 Penalty: 5292.608398
	Iteration 0F: 3 clusters Score -8031233 nChanged 19783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -8042016.500000 Penalty: 5292.608398
	Iteration 1F: 3 clusters Score -8042016 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -8042845.500000 Penalty: 5292.608398
	Iteration 2Q: 3 clusters Score -8042846 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -8044168.000000 Penalty: 5292.608398
	Iteration 3F: 3 clusters Score -8044168 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -8046206.000000 Penalty: 5292.608398
	Iteration 4F: 3 clusters Score -8046206 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -8048991.500000 Penalty: 5292.608398
	Iteration 5F: 3 clusters Score -8048992 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -8052191.500000 Penalty: 5292.608398
	Iteration 6F: 3 clusters Score -8052192 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -8054741.000000 Penalty: 5292.608398
	Iteration 7F: 3 clusters Score -8054741 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8056278.000000 Penalty: 5292.608398
	Iteration 8Q: 3 clusters Score -8056278 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8057082.000000 Penalty: 5292.608398
	Iteration 9Q: 3 clusters Score -8057082 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8057551.500000 Penalty: 5292.608398
	Iteration 10Q: 3 clusters Score -8057552 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8057728.000000 Penalty: 5292.608398
	Iteration 11Q: 3 clusters Score -8057728 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8057831.000000 Penalty: 5292.608398
	Iteration 12Q: 3 clusters Score -8057831 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8057884.500000 Penalty: 5292.608398
	Iteration 13Q: 3 clusters Score -8057884 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8057899.500000 Penalty: 5292.608398
	Iteration 14Q: 3 clusters Score -8057900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8057932.000000 Penalty: 5292.608398
	Iteration 15Q: 3 clusters Score -8057932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8057932.500000 Penalty: 5292.608398
	Iteration 16Q: 3 clusters Score -8057932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8057934.500000 Penalty: 5292.608398
	Iteration 17Q: 3 clusters Score -8057934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8057937.500000 Penalty: 5292.608398
	Iteration 18Q: 3 clusters Score -8057938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8057934.000000 Penalty: 5292.608398
	Iteration 19Q: 3 clusters Score -8057934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8057933.500000 Penalty: 5292.608398
	Iteration 20F: 3 clusters Score -8057934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8057936.500000 Penalty: 5292.608398
	Iteration 21Q: 3 clusters Score -8057936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8057936.000000 Penalty: 5292.608398
	Iteration 22Q: 3 clusters Score -8057936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8057948.000000 Penalty: 5292.608398
	Iteration 23Q: 3 clusters Score -8057948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8057945.500000 Penalty: 5292.608398
	Iteration 24Q: 3 clusters Score -8057946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8057954.500000 Penalty: 5292.608398
	Iteration 25Q: 3 clusters Score -8057954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8057948.000000 Penalty: 5292.608398
	Iteration 26Q: 3 clusters Score -8057948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8057934.000000 Penalty: 5292.608398
	Iteration 27Q: 3 clusters Score -8057934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8057934.000000 Penalty: 5292.608398
	Iteration 28Q: 3 clusters Score -8057934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8057939.500000 Penalty: 5292.608398
	Iteration 29Q: 3 clusters Score -8057940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8057939.500000 Penalty: 5292.608398
	Iteration 30Q: 3 clusters Score -8057940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8057941.000000 Penalty: 5292.608398
	Iteration 31Q: 3 clusters Score -8057941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8057936.000000 Penalty: 5292.608398
	Iteration 32Q: 3 clusters Score -8057936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8057934.500000 Penalty: 5292.608398
	Iteration 33Q: 3 clusters Score -8057934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8057940.000000 Penalty: 5292.608398
	Iteration 34Q: 3 clusters Score -8057940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8057939.000000 Penalty: 5292.608398
	Iteration 35Q: 3 clusters Score -8057939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8057942.500000 Penalty: 5292.608398
	Iteration 36Q: 3 clusters Score -8057942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8057942.000000 Penalty: 5292.608398
	Iteration 37Q: 3 clusters Score -8057942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8057940.000000 Penalty: 5292.608398
	Iteration 38Q: 3 clusters Score -8057940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8057944.500000 Penalty: 5292.608398
	Iteration 39Q: 3 clusters Score -8057944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8057951.000000 Penalty: 5292.608398
	Iteration 40F: 3 clusters Score -8057951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8057957.500000 Penalty: 5292.608398
	Iteration 41Q: 3 clusters Score -8057958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8057945.000000 Penalty: 5292.608398
	Iteration 42Q: 3 clusters Score -8057945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8057945.000000 Penalty: 5292.608398
	Iteration 43Q: 3 clusters Score -8057945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8057946.000000 Penalty: 5292.608398
	Iteration 44Q: 3 clusters Score -8057946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8057937.000000 Penalty: 5292.608398
	Iteration 45Q: 3 clusters Score -8057937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8057940.500000 Penalty: 5292.608398
	Iteration 46Q: 3 clusters Score -8057940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8057939.500000 Penalty: 5292.608398
	Iteration 47Q: 3 clusters Score -8057940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8057942.500000 Penalty: 5292.608398
	Iteration 48Q: 3 clusters Score -8057942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8057943.500000 Penalty: 5292.608398
	Iteration 49Q: 3 clusters Score -8057944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8057945.500000 Penalty: 5292.608398
	Iteration 50Q: 3 clusters Score -8057946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8057942.000000 Penalty: 5292.608398
	Iteration 51Q: 3 clusters Score -8057942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8057942.000000 Penalty: 5292.608398
	Iteration 52F: 3 clusters Score -8057942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -49571.371094 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -49571.37 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 247 members 
Entering Unmasked Estep 
Score: -48147.800781 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -48147.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48422.234375 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -48422.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48548.457031 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -48548.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48624.179688 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -48624.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48653.488281 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -48653.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48679.214844 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -48679.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48702.265625 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -48702.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48709.949219 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -48709.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48718.593750 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -48718.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48719.277344 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -48719.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48720.273438 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -48720.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48720.273438 Penalty: 3055.958740
	Iteration 11F: 3 clusters Score -48720.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Entering Unmasked Estep 
Score: -5260899.000000 Penalty: 2549.849121
	Iteration 0F: 2 clusters Score -5260899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5240805.500000 Penalty: 5099.698242
	Iteration 0F: 3 clusters Score -5240806 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -5247760.000000 Penalty: 5099.698242
	Iteration 1F: 3 clusters Score -5247760 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -5248166.000000 Penalty: 5099.698242
	Iteration 2Q: 3 clusters Score -5248166 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -5248533.500000 Penalty: 5099.698242
	Iteration 3Q: 3 clusters Score -5248534 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -5248866.000000 Penalty: 5099.698242
	Iteration 4Q: 3 clusters Score -5248866 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5249214.000000 Penalty: 5099.698242
	Iteration 5Q: 3 clusters Score -5249214 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -5249667.500000 Penalty: 5099.698242
	Iteration 6Q: 3 clusters Score -5249668 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -5250328.000000 Penalty: 5099.698242
	Iteration 7Q: 3 clusters Score -5250328 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -5251345.500000 Penalty: 5099.698242
	Iteration 8F: 3 clusters Score -5251346 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -5252853.500000 Penalty: 5099.698242
	Iteration 9F: 3 clusters Score -5252854 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -5254544.000000 Penalty: 5099.698242
	Iteration 10F: 3 clusters Score -5254544 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5256132.000000 Penalty: 5099.698242
	Iteration 11F: 3 clusters Score -5256132 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5257347.000000 Penalty: 5099.698242
	Iteration 12Q: 3 clusters Score -5257347 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5258240.500000 Penalty: 5099.698242
	Iteration 13Q: 3 clusters Score -5258240 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5258756.500000 Penalty: 5099.698242
	Iteration 14Q: 3 clusters Score -5258756 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5258954.500000 Penalty: 5099.698242
	Iteration 15Q: 3 clusters Score -5258954 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5259015.000000 Penalty: 5099.698242
	Iteration 16Q: 3 clusters Score -5259015 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5259060.500000 Penalty: 5099.698242
	Iteration 17Q: 3 clusters Score -5259060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5259076.000000 Penalty: 5099.698242
	Iteration 18Q: 3 clusters Score -5259076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5259102.500000 Penalty: 5099.698242
	Iteration 19Q: 3 clusters Score -5259102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5259108.000000 Penalty: 5099.698242
	Iteration 20F: 3 clusters Score -5259108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5259107.000000 Penalty: 5099.698242
	Iteration 21Q: 3 clusters Score -5259107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5259118.000000 Penalty: 5099.698242
	Iteration 22Q: 3 clusters Score -5259118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5259125.500000 Penalty: 5099.698242
	Iteration 23Q: 3 clusters Score -5259126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5259129.000000 Penalty: 5099.698242
	Iteration 24Q: 3 clusters Score -5259129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5259135.000000 Penalty: 5099.698242
	Iteration 25Q: 3 clusters Score -5259135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5259131.500000 Penalty: 5099.698242
	Iteration 26Q: 3 clusters Score -5259132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5259126.500000 Penalty: 5099.698242
	Iteration 27Q: 3 clusters Score -5259126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5259129.000000 Penalty: 5099.698242
	Iteration 28Q: 3 clusters Score -5259129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5259129.500000 Penalty: 5099.698242
	Iteration 29Q: 3 clusters Score -5259130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5259131.000000 Penalty: 5099.698242
	Iteration 30Q: 3 clusters Score -5259131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5259128.500000 Penalty: 5099.698242
	Iteration 31Q: 3 clusters Score -5259128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5259128.500000 Penalty: 5099.698242
	Iteration 32F: 3 clusters Score -5259128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Entering Unmasked Estep 
Score: -7954937.500000 Penalty: 2644.877930
	Iteration 0F: 2 clusters Score -7954938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -7926241.000000 Penalty: 5289.755859
	Iteration 0F: 3 clusters Score -7926241 nChanged 19681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -7937138.500000 Penalty: 5289.755859
	Iteration 1F: 3 clusters Score -7937138 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -7937588.000000 Penalty: 5289.755859
	Iteration 2Q: 3 clusters Score -7937588 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -7938002.500000 Penalty: 5289.755859
	Iteration 3Q: 3 clusters Score -7938002 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -7938336.500000 Penalty: 5289.755859
	Iteration 4Q: 3 clusters Score -7938336 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -7938680.000000 Penalty: 5289.755859
	Iteration 5Q: 3 clusters Score -7938680 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -7939189.000000 Penalty: 5289.755859
	Iteration 6Q: 3 clusters Score -7939189 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -7939799.000000 Penalty: 5289.755859
	Iteration 7Q: 3 clusters Score -7939799 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -7940603.500000 Penalty: 5289.755859
	Iteration 8Q: 3 clusters Score -7940604 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -7941715.000000 Penalty: 5289.755859
	Iteration 9Q: 3 clusters Score -7941715 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -7943265.000000 Penalty: 5289.755859
	Iteration 10F: 3 clusters Score -7943265 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -7945267.500000 Penalty: 5289.755859
	Iteration 11F: 3 clusters Score -7945268 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -7947274.500000 Penalty: 5289.755859
	Iteration 12F: 3 clusters Score -7947274 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -7948744.500000 Penalty: 5289.755859
	Iteration 13F: 3 clusters Score -7948744 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -7949577.500000 Penalty: 5289.755859
	Iteration 14Q: 3 clusters Score -7949578 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -7950028.500000 Penalty: 5289.755859
	Iteration 15Q: 3 clusters Score -7950028 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -7950261.500000 Penalty: 5289.755859
	Iteration 16Q: 3 clusters Score -7950262 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -7950484.000000 Penalty: 5289.755859
	Iteration 17Q: 3 clusters Score -7950484 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -7950722.500000 Penalty: 5289.755859
	Iteration 18Q: 3 clusters Score -7950722 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -7950895.500000 Penalty: 5289.755859
	Iteration 19Q: 3 clusters Score -7950896 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -7951071.000000 Penalty: 5289.755859
	Iteration 20F: 3 clusters Score -7951071 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -7951281.000000 Penalty: 5289.755859
	Iteration 21Q: 3 clusters Score -7951281 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -7951445.500000 Penalty: 5289.755859
	Iteration 22Q: 3 clusters Score -7951446 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -7951585.500000 Penalty: 5289.755859
	Iteration 23Q: 3 clusters Score -7951586 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -7951740.000000 Penalty: 5289.755859
	Iteration 24Q: 3 clusters Score -7951740 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -7951857.500000 Penalty: 5289.755859
	Iteration 25Q: 3 clusters Score -7951858 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -7951956.500000 Penalty: 5289.755859
	Iteration 26Q: 3 clusters Score -7951956 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -7951983.500000 Penalty: 5289.755859
	Iteration 27Q: 3 clusters Score -7951984 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -7952029.500000 Penalty: 5289.755859
	Iteration 28Q: 3 clusters Score -7952030 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -7952094.500000 Penalty: 5289.755859
	Iteration 29Q: 3 clusters Score -7952094 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -7952140.000000 Penalty: 5289.755859
	Iteration 30Q: 3 clusters Score -7952140 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -7952196.500000 Penalty: 5289.755859
	Iteration 31Q: 3 clusters Score -7952196 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -7952258.000000 Penalty: 5289.755859
	Iteration 32Q: 3 clusters Score -7952258 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -7952302.500000 Penalty: 5289.755859
	Iteration 33Q: 3 clusters Score -7952302 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -7952335.500000 Penalty: 5289.755859
	Iteration 34Q: 3 clusters Score -7952336 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -7952385.000000 Penalty: 5289.755859
	Iteration 35Q: 3 clusters Score -7952385 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -7952438.500000 Penalty: 5289.755859
	Iteration 36Q: 3 clusters Score -7952438 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -7952505.500000 Penalty: 5289.755859
	Iteration 37Q: 3 clusters Score -7952506 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -7952555.000000 Penalty: 5289.755859
	Iteration 38Q: 3 clusters Score -7952555 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -7952611.000000 Penalty: 5289.755859
	Iteration 39Q: 3 clusters Score -7952611 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -7952659.500000 Penalty: 5289.755859
	Iteration 40F: 3 clusters Score -7952660 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -7952728.500000 Penalty: 5289.755859
	Iteration 41Q: 3 clusters Score -7952728 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -7952762.000000 Penalty: 5289.755859
	Iteration 42Q: 3 clusters Score -7952762 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -7952851.500000 Penalty: 5289.755859
	Iteration 43Q: 3 clusters Score -7952852 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -7952867.000000 Penalty: 5289.755859
	Iteration 44Q: 3 clusters Score -7952867 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -7952917.500000 Penalty: 5289.755859
	Iteration 45Q: 3 clusters Score -7952918 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -7952951.000000 Penalty: 5289.755859
	Iteration 46Q: 3 clusters Score -7952951 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -7952972.500000 Penalty: 5289.755859
	Iteration 47Q: 3 clusters Score -7952972 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -7952978.500000 Penalty: 5289.755859
	Iteration 48Q: 3 clusters Score -7952978 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -7953006.500000 Penalty: 5289.755859
	Iteration 49Q: 3 clusters Score -7953006 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -7953039.000000 Penalty: 5289.755859
	Iteration 50Q: 3 clusters Score -7953039 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -7953066.000000 Penalty: 5289.755859
	Iteration 51Q: 3 clusters Score -7953066 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -7953071.500000 Penalty: 5289.755859
	Iteration 52Q: 3 clusters Score -7953072 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -7953082.500000 Penalty: 5289.755859
	Iteration 53Q: 3 clusters Score -7953082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -7953078.000000 Penalty: 5289.755859
	Iteration 54Q: 3 clusters Score -7953078 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -7953107.500000 Penalty: 5289.755859
	Iteration 55Q: 3 clusters Score -7953108 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -7953122.000000 Penalty: 5289.755859
	Iteration 56Q: 3 clusters Score -7953122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -7953149.500000 Penalty: 5289.755859
	Iteration 57Q: 3 clusters Score -7953150 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -7953157.000000 Penalty: 5289.755859
	Iteration 58Q: 3 clusters Score -7953157 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -7953169.000000 Penalty: 5289.755859
	Iteration 59Q: 3 clusters Score -7953169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -7953195.500000 Penalty: 5289.755859
	Iteration 60F: 3 clusters Score -7953196 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -7953220.000000 Penalty: 5289.755859
	Iteration 61Q: 3 clusters Score -7953220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -7953231.500000 Penalty: 5289.755859
	Iteration 62Q: 3 clusters Score -7953232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -7953231.000000 Penalty: 5289.755859
	Iteration 63Q: 3 clusters Score -7953231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -7953237.000000 Penalty: 5289.755859
	Iteration 64Q: 3 clusters Score -7953237 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7953255.500000 Penalty: 5289.755859
	Iteration 65Q: 3 clusters Score -7953256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -7953257.000000 Penalty: 5289.755859
	Iteration 66Q: 3 clusters Score -7953257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -7953269.000000 Penalty: 5289.755859
	Iteration 67Q: 3 clusters Score -7953269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -7953269.500000 Penalty: 5289.755859
	Iteration 68Q: 3 clusters Score -7953270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7953282.500000 Penalty: 5289.755859
	Iteration 69Q: 3 clusters Score -7953282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -7953288.000000 Penalty: 5289.755859
	Iteration 70Q: 3 clusters Score -7953288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -7953297.000000 Penalty: 5289.755859
	Iteration 71Q: 3 clusters Score -7953297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -7953316.000000 Penalty: 5289.755859
	Iteration 72Q: 3 clusters Score -7953316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -7953339.500000 Penalty: 5289.755859
	Iteration 73Q: 3 clusters Score -7953340 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -7953365.000000 Penalty: 5289.755859
	Iteration 74Q: 3 clusters Score -7953365 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -7953368.000000 Penalty: 5289.755859
	Iteration 75Q: 3 clusters Score -7953368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -7953392.000000 Penalty: 5289.755859
	Iteration 76Q: 3 clusters Score -7953392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -7953396.500000 Penalty: 5289.755859
	Iteration 77Q: 3 clusters Score -7953396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -7953406.500000 Penalty: 5289.755859
	Iteration 78Q: 3 clusters Score -7953406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -7953411.500000 Penalty: 5289.755859
	Iteration 79Q: 3 clusters Score -7953412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -7953425.000000 Penalty: 5289.755859
	Iteration 80F: 3 clusters Score -7953425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -7953436.000000 Penalty: 5289.755859
	Iteration 81Q: 3 clusters Score -7953436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -7953438.000000 Penalty: 5289.755859
	Iteration 82Q: 3 clusters Score -7953438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -7953439.000000 Penalty: 5289.755859
	Iteration 83Q: 3 clusters Score -7953439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -7953449.500000 Penalty: 5289.755859
	Iteration 84Q: 3 clusters Score -7953450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -7953450.000000 Penalty: 5289.755859
	Iteration 85Q: 3 clusters Score -7953450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7953462.500000 Penalty: 5289.755859
	Iteration 86Q: 3 clusters Score -7953462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -7953475.000000 Penalty: 5289.755859
	Iteration 87Q: 3 clusters Score -7953475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -7953474.500000 Penalty: 5289.755859
	Iteration 88Q: 3 clusters Score -7953474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -7953482.000000 Penalty: 5289.755859
	Iteration 89Q: 3 clusters Score -7953482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -7953485.500000 Penalty: 5289.755859
	Iteration 90Q: 3 clusters Score -7953486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -7953483.500000 Penalty: 5289.755859
	Iteration 91Q: 3 clusters Score -7953484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -7953482.500000 Penalty: 5289.755859
	Iteration 92Q: 3 clusters Score -7953482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -7953490.000000 Penalty: 5289.755859
	Iteration 93Q: 3 clusters Score -7953490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -7953477.500000 Penalty: 5289.755859
	Iteration 94Q: 3 clusters Score -7953478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -7953486.000000 Penalty: 5289.755859
	Iteration 95Q: 3 clusters Score -7953486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -7953480.500000 Penalty: 5289.755859
	Iteration 96Q: 3 clusters Score -7953480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -7953484.500000 Penalty: 5289.755859
	Iteration 97Q: 3 clusters Score -7953484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -7953495.000000 Penalty: 5289.755859
	Iteration 98Q: 3 clusters Score -7953495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -7953499.500000 Penalty: 5289.755859
	Iteration 99Q: 3 clusters Score -7953500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -7953495.500000 Penalty: 5289.755859
	Iteration 100F: 3 clusters Score -7953496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -7953496.500000 Penalty: 5289.755859
	Iteration 101Q: 3 clusters Score -7953496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -7953494.000000 Penalty: 5289.755859
	Iteration 102Q: 3 clusters Score -7953494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -7953496.500000 Penalty: 5289.755859
	Iteration 103Q: 3 clusters Score -7953496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -7953486.000000 Penalty: 5289.755859
	Iteration 104Q: 3 clusters Score -7953486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -7953485.000000 Penalty: 5289.755859
	Iteration 105Q: 3 clusters Score -7953485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -7953475.500000 Penalty: 5289.755859
	Iteration 106Q: 3 clusters Score -7953476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -7953481.500000 Penalty: 5289.755859
	Iteration 107Q: 3 clusters Score -7953482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -7953480.500000 Penalty: 5289.755859
	Iteration 108Q: 3 clusters Score -7953480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -7953486.500000 Penalty: 5289.755859
	Iteration 109Q: 3 clusters Score -7953486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -7953480.500000 Penalty: 5289.755859
	Iteration 110Q: 3 clusters Score -7953480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -7953472.500000 Penalty: 5289.755859
	Iteration 111Q: 3 clusters Score -7953472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -7953467.500000 Penalty: 5289.755859
	Iteration 112Q: 3 clusters Score -7953468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -7953474.000000 Penalty: 5289.755859
	Iteration 113Q: 3 clusters Score -7953474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -7953472.000000 Penalty: 5289.755859
	Iteration 114Q: 3 clusters Score -7953472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7953479.000000 Penalty: 5289.755859
	Iteration 115Q: 3 clusters Score -7953479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7953479.000000 Penalty: 5289.755859
	Iteration 116F: 3 clusters Score -7953479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Entering Unmasked Estep 
Score: -8414958.000000 Penalty: 2658.834473
	Iteration 0F: 2 clusters Score -8414958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -8385814.500000 Penalty: 5317.668945
	Iteration 0F: 3 clusters Score -8385814 nChanged 20726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -8397084.000000 Penalty: 5317.668945
	Iteration 1F: 3 clusters Score -8397084 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -8397602.000000 Penalty: 5317.668945
	Iteration 2Q: 3 clusters Score -8397602 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8398180.000000 Penalty: 5317.668945
	Iteration 3Q: 3 clusters Score -8398180 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -8398902.000000 Penalty: 5317.668945
	Iteration 4Q: 3 clusters Score -8398902 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -8399700.000000 Penalty: 5317.668945
	Iteration 5Q: 3 clusters Score -8399700 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -8400729.000000 Penalty: 5317.668945
	Iteration 6Q: 3 clusters Score -8400729 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -8402114.000000 Penalty: 5317.668945
	Iteration 7F: 3 clusters Score -8402114 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -8404012.000000 Penalty: 5317.668945
	Iteration 8F: 3 clusters Score -8404012 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -8406689.000000 Penalty: 5317.668945
	Iteration 9F: 3 clusters Score -8406689 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -8409570.000000 Penalty: 5317.668945
	Iteration 10F: 3 clusters Score -8409570 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -8411414.000000 Penalty: 5317.668945
	Iteration 11F: 3 clusters Score -8411414 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -8412278.000000 Penalty: 5317.668945
	Iteration 12Q: 3 clusters Score -8412278 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -8412714.000000 Penalty: 5317.668945
	Iteration 13Q: 3 clusters Score -8412714 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -8413013.000000 Penalty: 5317.668945
	Iteration 14Q: 3 clusters Score -8413013 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -8413200.000000 Penalty: 5317.668945
	Iteration 15Q: 3 clusters Score -8413200 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -8413320.000000 Penalty: 5317.668945
	Iteration 16Q: 3 clusters Score -8413320 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -8413380.000000 Penalty: 5317.668945
	Iteration 17Q: 3 clusters Score -8413380 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -8413403.000000 Penalty: 5317.668945
	Iteration 18Q: 3 clusters Score -8413403 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -8413462.000000 Penalty: 5317.668945
	Iteration 19Q: 3 clusters Score -8413462 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -8413464.000000 Penalty: 5317.668945
	Iteration 20F: 3 clusters Score -8413464 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -8413520.000000 Penalty: 5317.668945
	Iteration 21Q: 3 clusters Score -8413520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -8413512.000000 Penalty: 5317.668945
	Iteration 22Q: 3 clusters Score -8413512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -8413532.000000 Penalty: 5317.668945
	Iteration 23Q: 3 clusters Score -8413532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -8413532.000000 Penalty: 5317.668945
	Iteration 24Q: 3 clusters Score -8413532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -8413540.000000 Penalty: 5317.668945
	Iteration 25Q: 3 clusters Score -8413540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -8413544.000000 Penalty: 5317.668945
	Iteration 26Q: 3 clusters Score -8413544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -8413540.000000 Penalty: 5317.668945
	Iteration 27Q: 3 clusters Score -8413540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -8413553.000000 Penalty: 5317.668945
	Iteration 28Q: 3 clusters Score -8413553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -8413551.000000 Penalty: 5317.668945
	Iteration 29Q: 3 clusters Score -8413551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -8413546.000000 Penalty: 5317.668945
	Iteration 30Q: 3 clusters Score -8413546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -8413539.000000 Penalty: 5317.668945
	Iteration 31Q: 3 clusters Score -8413539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -8413535.000000 Penalty: 5317.668945
	Iteration 32Q: 3 clusters Score -8413535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -8413533.000000 Penalty: 5317.668945
	Iteration 33Q: 3 clusters Score -8413533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -8413537.000000 Penalty: 5317.668945
	Iteration 34Q: 3 clusters Score -8413537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -8413534.000000 Penalty: 5317.668945
	Iteration 35Q: 3 clusters Score -8413534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -8413540.000000 Penalty: 5317.668945
	Iteration 36Q: 3 clusters Score -8413540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8413536.000000 Penalty: 5317.668945
	Iteration 37Q: 3 clusters Score -8413536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8413538.000000 Penalty: 5317.668945
	Iteration 38Q: 3 clusters Score -8413538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8413535.000000 Penalty: 5317.668945
	Iteration 39Q: 3 clusters Score -8413535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8413534.000000 Penalty: 5317.668945
	Iteration 40F: 3 clusters Score -8413534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -8413537.000000 Penalty: 5317.668945
	Iteration 41Q: 3 clusters Score -8413537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -8413537.000000 Penalty: 5317.668945
	Iteration 42F: 3 clusters Score -8413537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Entering Unmasked Estep 
Score: -8603157.000000 Penalty: 2660.449463
	Iteration 0F: 2 clusters Score -8603157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -8574859.000000 Penalty: 5320.898926
	Iteration 0F: 3 clusters Score -8574859 nChanged 21000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -8586536.000000 Penalty: 5320.898926
	Iteration 1F: 3 clusters Score -8586536 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -8587152.000000 Penalty: 5320.898926
	Iteration 2Q: 3 clusters Score -8587152 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -8587785.000000 Penalty: 5320.898926
	Iteration 3Q: 3 clusters Score -8587785 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -8588536.000000 Penalty: 5320.898926
	Iteration 4Q: 3 clusters Score -8588536 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -8589543.000000 Penalty: 5320.898926
	Iteration 5F: 3 clusters Score -8589543 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -8590841.000000 Penalty: 5320.898926
	Iteration 6F: 3 clusters Score -8590841 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -8592422.000000 Penalty: 5320.898926
	Iteration 7F: 3 clusters Score -8592422 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -8594150.000000 Penalty: 5320.898926
	Iteration 8F: 3 clusters Score -8594150 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -8595784.000000 Penalty: 5320.898926
	Iteration 9F: 3 clusters Score -8595784 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -8597130.000000 Penalty: 5320.898926
	Iteration 10Q: 3 clusters Score -8597130 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -8597999.000000 Penalty: 5320.898926
	Iteration 11Q: 3 clusters Score -8597999 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -8598408.000000 Penalty: 5320.898926
	Iteration 12Q: 3 clusters Score -8598408 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -8598636.000000 Penalty: 5320.898926
	Iteration 13Q: 3 clusters Score -8598636 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -8598821.000000 Penalty: 5320.898926
	Iteration 14Q: 3 clusters Score -8598821 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -8598955.000000 Penalty: 5320.898926
	Iteration 15Q: 3 clusters Score -8598955 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -8599099.000000 Penalty: 5320.898926
	Iteration 16Q: 3 clusters Score -8599099 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -8599245.000000 Penalty: 5320.898926
	Iteration 17Q: 3 clusters Score -8599245 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -8599352.000000 Penalty: 5320.898926
	Iteration 18Q: 3 clusters Score -8599352 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -8599461.000000 Penalty: 5320.898926
	Iteration 19Q: 3 clusters Score -8599461 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -8599545.000000 Penalty: 5320.898926
	Iteration 20F: 3 clusters Score -8599545 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -8599639.000000 Penalty: 5320.898926
	Iteration 21Q: 3 clusters Score -8599639 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -8599728.000000 Penalty: 5320.898926
	Iteration 22Q: 3 clusters Score -8599728 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -8599826.000000 Penalty: 5320.898926
	Iteration 23Q: 3 clusters Score -8599826 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -8599913.000000 Penalty: 5320.898926
	Iteration 24Q: 3 clusters Score -8599913 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -8600005.000000 Penalty: 5320.898926
	Iteration 25Q: 3 clusters Score -8600005 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -8600060.000000 Penalty: 5320.898926
	Iteration 26Q: 3 clusters Score -8600060 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -8600104.000000 Penalty: 5320.898926
	Iteration 27Q: 3 clusters Score -8600104 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -8600179.000000 Penalty: 5320.898926
	Iteration 28Q: 3 clusters Score -8600179 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -8600261.000000 Penalty: 5320.898926
	Iteration 29Q: 3 clusters Score -8600261 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -8600362.000000 Penalty: 5320.898926
	Iteration 30Q: 3 clusters Score -8600362 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -8600427.000000 Penalty: 5320.898926
	Iteration 31Q: 3 clusters Score -8600427 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -8600509.000000 Penalty: 5320.898926
	Iteration 32Q: 3 clusters Score -8600509 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -8600612.000000 Penalty: 5320.898926
	Iteration 33Q: 3 clusters Score -8600612 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -8600677.000000 Penalty: 5320.898926
	Iteration 34Q: 3 clusters Score -8600677 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -8600729.000000 Penalty: 5320.898926
	Iteration 35Q: 3 clusters Score -8600729 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -8600797.000000 Penalty: 5320.898926
	Iteration 36Q: 3 clusters Score -8600797 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -8600836.000000 Penalty: 5320.898926
	Iteration 37Q: 3 clusters Score -8600836 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -8600924.000000 Penalty: 5320.898926
	Iteration 38Q: 3 clusters Score -8600924 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -8601011.000000 Penalty: 5320.898926
	Iteration 39Q: 3 clusters Score -8601011 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -8601127.000000 Penalty: 5320.898926
	Iteration 40F: 3 clusters Score -8601127 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -8601259.000000 Penalty: 5320.898926
	Iteration 41Q: 3 clusters Score -8601259 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -8601347.000000 Penalty: 5320.898926
	Iteration 42Q: 3 clusters Score -8601347 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -8601429.000000 Penalty: 5320.898926
	Iteration 43Q: 3 clusters Score -8601429 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -8601448.000000 Penalty: 5320.898926
	Iteration 44Q: 3 clusters Score -8601448 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -8601505.000000 Penalty: 5320.898926
	Iteration 45Q: 3 clusters Score -8601505 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -8601530.000000 Penalty: 5320.898926
	Iteration 46Q: 3 clusters Score -8601530 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8601552.000000 Penalty: 5320.898926
	Iteration 47Q: 3 clusters Score -8601552 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -8601635.000000 Penalty: 5320.898926
	Iteration 48Q: 3 clusters Score -8601635 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8601631.000000 Penalty: 5320.898926
	Iteration 49Q: 3 clusters Score -8601631 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8601658.000000 Penalty: 5320.898926
	Iteration 50Q: 3 clusters Score -8601658 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8601619.000000 Penalty: 5320.898926
	Iteration 51Q: 3 clusters Score -8601619 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8601602.000000 Penalty: 5320.898926
	Iteration 52Q: 3 clusters Score -8601602 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -8601582.000000 Penalty: 5320.898926
	Iteration 53Q: 3 clusters Score -8601582 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -8601548.000000 Penalty: 5320.898926
	Iteration 54Q: 3 clusters Score -8601548 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -8601540.000000 Penalty: 5320.898926
	Iteration 55Q: 3 clusters Score -8601540 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8601510.000000 Penalty: 5320.898926
	Iteration 56Q: 3 clusters Score -8601510 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -8601459.000000 Penalty: 5320.898926
	Iteration 57Q: 3 clusters Score -8601459 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -8601408.000000 Penalty: 5320.898926
	Iteration 58Q: 3 clusters Score -8601408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8601396.000000 Penalty: 5320.898926
	Iteration 59Q: 3 clusters Score -8601396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -8601372.000000 Penalty: 5320.898926
	Iteration 60F: 3 clusters Score -8601372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -8601337.000000 Penalty: 5320.898926
	Iteration 61Q: 3 clusters Score -8601337 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8601317.000000 Penalty: 5320.898926
	Iteration 62Q: 3 clusters Score -8601317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -8601309.000000 Penalty: 5320.898926
	Iteration 63Q: 3 clusters Score -8601309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -8601285.000000 Penalty: 5320.898926
	Iteration 64Q: 3 clusters Score -8601285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8601279.000000 Penalty: 5320.898926
	Iteration 65Q: 3 clusters Score -8601279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -8601274.000000 Penalty: 5320.898926
	Iteration 66Q: 3 clusters Score -8601274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -8601282.000000 Penalty: 5320.898926
	Iteration 67Q: 3 clusters Score -8601282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -8601289.000000 Penalty: 5320.898926
	Iteration 68Q: 3 clusters Score -8601289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -8601273.000000 Penalty: 5320.898926
	Iteration 69Q: 3 clusters Score -8601273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -8601270.000000 Penalty: 5320.898926
	Iteration 70Q: 3 clusters Score -8601270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -8601271.000000 Penalty: 5320.898926
	Iteration 71Q: 3 clusters Score -8601271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -8601255.000000 Penalty: 5320.898926
	Iteration 72Q: 3 clusters Score -8601255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -8601265.000000 Penalty: 5320.898926
	Iteration 73Q: 3 clusters Score -8601265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -8601263.000000 Penalty: 5320.898926
	Iteration 74Q: 3 clusters Score -8601263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -8601255.000000 Penalty: 5320.898926
	Iteration 75Q: 3 clusters Score -8601255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -8601256.000000 Penalty: 5320.898926
	Iteration 76Q: 3 clusters Score -8601256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -8601254.000000 Penalty: 5320.898926
	Iteration 77Q: 3 clusters Score -8601254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8601257.000000 Penalty: 5320.898926
	Iteration 78Q: 3 clusters Score -8601257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -8601264.000000 Penalty: 5320.898926
	Iteration 79Q: 3 clusters Score -8601264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -8601259.000000 Penalty: 5320.898926
	Iteration 80F: 3 clusters Score -8601259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -8601258.000000 Penalty: 5320.898926
	Iteration 81Q: 3 clusters Score -8601258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -8601250.000000 Penalty: 5320.898926
	Iteration 82Q: 3 clusters Score -8601250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -8601249.000000 Penalty: 5320.898926
	Iteration 83Q: 3 clusters Score -8601249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8601251.000000 Penalty: 5320.898926
	Iteration 84Q: 3 clusters Score -8601251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -8601246.000000 Penalty: 5320.898926
	Iteration 85Q: 3 clusters Score -8601246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -8601240.000000 Penalty: 5320.898926
	Iteration 86Q: 3 clusters Score -8601240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8601242.000000 Penalty: 5320.898926
	Iteration 87Q: 3 clusters Score -8601242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8601242.000000 Penalty: 5320.898926
	Iteration 88F: 3 clusters Score -8601242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Entering Unmasked Estep 
Score: -8392649.000000 Penalty: 2660.634521
	Iteration 0F: 2 clusters Score -8392649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8362457.000000 Penalty: 5321.269043
	Iteration 0F: 3 clusters Score -8362457 nChanged 20965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -8373996.500000 Penalty: 5321.269043
	Iteration 1F: 3 clusters Score -8373996 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -8374523.000000 Penalty: 5321.269043
	Iteration 2Q: 3 clusters Score -8374523 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -8375086.000000 Penalty: 5321.269043
	Iteration 3Q: 3 clusters Score -8375086 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -8375741.500000 Penalty: 5321.269043
	Iteration 4Q: 3 clusters Score -8375742 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -8376598.500000 Penalty: 5321.269043
	Iteration 5Q: 3 clusters Score -8376598 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -8378011.000000 Penalty: 5321.269043
	Iteration 6F: 3 clusters Score -8378011 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -8380268.500000 Penalty: 5321.269043
	Iteration 7F: 3 clusters Score -8380268 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -8383433.000000 Penalty: 5321.269043
	Iteration 8F: 3 clusters Score -8383433 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -8386622.000000 Penalty: 5321.269043
	Iteration 9F: 3 clusters Score -8386622 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8388675.000000 Penalty: 5321.269043
	Iteration 10F: 3 clusters Score -8388675 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8389656.000000 Penalty: 5321.269043
	Iteration 11Q: 3 clusters Score -8389656 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8390025.000000 Penalty: 5321.269043
	Iteration 12Q: 3 clusters Score -8390025 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8390160.000000 Penalty: 5321.269043
	Iteration 13Q: 3 clusters Score -8390160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8390229.000000 Penalty: 5321.269043
	Iteration 14Q: 3 clusters Score -8390229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8390266.000000 Penalty: 5321.269043
	Iteration 15Q: 3 clusters Score -8390266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8390274.000000 Penalty: 5321.269043
	Iteration 16Q: 3 clusters Score -8390274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8390287.000000 Penalty: 5321.269043
	Iteration 17Q: 3 clusters Score -8390287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8390285.000000 Penalty: 5321.269043
	Iteration 18Q: 3 clusters Score -8390285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8390290.000000 Penalty: 5321.269043
	Iteration 19Q: 3 clusters Score -8390290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8390292.000000 Penalty: 5321.269043
	Iteration 20F: 3 clusters Score -8390292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8390292.000000 Penalty: 5321.269043
	Iteration 21Q: 3 clusters Score -8390292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8390298.000000 Penalty: 5321.269043
	Iteration 22Q: 3 clusters Score -8390298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8390292.000000 Penalty: 5321.269043
	Iteration 23Q: 3 clusters Score -8390292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8390296.000000 Penalty: 5321.269043
	Iteration 24Q: 3 clusters Score -8390296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8390297.000000 Penalty: 5321.269043
	Iteration 25Q: 3 clusters Score -8390297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8390301.000000 Penalty: 5321.269043
	Iteration 26Q: 3 clusters Score -8390301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8390306.000000 Penalty: 5321.269043
	Iteration 27Q: 3 clusters Score -8390306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8390305.000000 Penalty: 5321.269043
	Iteration 28Q: 3 clusters Score -8390305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8390305.000000 Penalty: 5321.269043
	Iteration 29F: 3 clusters Score -8390305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -77540.992188 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -77540.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76024.945312 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -76024.95 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76370.820312 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -76370.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76526.750000 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -76526.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76618.046875 Penalty: 3171.221191
	Iteration 3F: 3 clusters Score -76618.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76697.320312 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -76697.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76773.851562 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -76773.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76814.796875 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -76814.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76856.007812 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -76856.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -76894.843750 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -76894.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76911.281250 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -76911.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76923.304688 Penalty: 3171.221191
	Iteration 10Q: 3 clusters Score -76923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76927.796875 Penalty: 3171.221191
	Iteration 11Q: 3 clusters Score -76927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -76930.359375 Penalty: 3171.221191
	Iteration 12Q: 3 clusters Score -76930.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -76930.359375 Penalty: 3171.221191
	Iteration 13F: 3 clusters Score -76930.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Entering Unmasked Estep 
Score: -8747442.000000 Penalty: 2668.792236
	Iteration 0F: 2 clusters Score -8747442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -8717374.000000 Penalty: 5337.584473
	Iteration 0F: 3 clusters Score -8717374 nChanged 21804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -8730067.000000 Penalty: 5337.584473
	Iteration 1F: 3 clusters Score -8730067 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -8731324.000000 Penalty: 5337.584473
	Iteration 2F: 3 clusters Score -8731324 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -8733222.000000 Penalty: 5337.584473
	Iteration 3F: 3 clusters Score -8733222 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -8735907.000000 Penalty: 5337.584473
	Iteration 4F: 3 clusters Score -8735907 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -8739298.000000 Penalty: 5337.584473
	Iteration 5F: 3 clusters Score -8739298 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -8742659.000000 Penalty: 5337.584473
	Iteration 6F: 3 clusters Score -8742659 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -8745127.000000 Penalty: 5337.584473
	Iteration 7Q: 3 clusters Score -8745127 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -8746177.000000 Penalty: 5337.584473
	Iteration 8Q: 3 clusters Score -8746177 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -8746510.000000 Penalty: 5337.584473
	Iteration 9Q: 3 clusters Score -8746510 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -8746629.000000 Penalty: 5337.584473
	Iteration 10Q: 3 clusters Score -8746629 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -8746714.000000 Penalty: 5337.584473
	Iteration 11Q: 3 clusters Score -8746714 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -8746768.000000 Penalty: 5337.584473
	Iteration 12Q: 3 clusters Score -8746768 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8746769.000000 Penalty: 5337.584473
	Iteration 13Q: 3 clusters Score -8746769 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -8746776.000000 Penalty: 5337.584473
	Iteration 14Q: 3 clusters Score -8746776 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -8746761.000000 Penalty: 5337.584473
	Iteration 15Q: 3 clusters Score -8746761 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8746728.000000 Penalty: 5337.584473
	Iteration 16Q: 3 clusters Score -8746728 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8746719.000000 Penalty: 5337.584473
	Iteration 17Q: 3 clusters Score -8746719 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8746702.000000 Penalty: 5337.584473
	Iteration 18Q: 3 clusters Score -8746702 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8746683.000000 Penalty: 5337.584473
	Iteration 19Q: 3 clusters Score -8746683 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -8746668.000000 Penalty: 5337.584473
	Iteration 20F: 3 clusters Score -8746668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8746664.000000 Penalty: 5337.584473
	Iteration 21Q: 3 clusters Score -8746664 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8746663.000000 Penalty: 5337.584473
	Iteration 22Q: 3 clusters Score -8746663 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8746650.000000 Penalty: 5337.584473
	Iteration 23Q: 3 clusters Score -8746650 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8746603.000000 Penalty: 5337.584473
	Iteration 24Q: 3 clusters Score -8746603 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8746608.000000 Penalty: 5337.584473
	Iteration 25Q: 3 clusters Score -8746608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8746613.000000 Penalty: 5337.584473
	Iteration 26Q: 3 clusters Score -8746613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8746582.000000 Penalty: 5337.584473
	Iteration 27Q: 3 clusters Score -8746582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8746573.000000 Penalty: 5337.584473
	Iteration 28Q: 3 clusters Score -8746573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8746546.000000 Penalty: 5337.584473
	Iteration 29Q: 3 clusters Score -8746546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8746540.000000 Penalty: 5337.584473
	Iteration 30Q: 3 clusters Score -8746540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8746524.000000 Penalty: 5337.584473
	Iteration 31Q: 3 clusters Score -8746524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8746515.000000 Penalty: 5337.584473
	Iteration 32Q: 3 clusters Score -8746515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8746503.000000 Penalty: 5337.584473
	Iteration 33Q: 3 clusters Score -8746503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8746507.000000 Penalty: 5337.584473
	Iteration 34Q: 3 clusters Score -8746507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8746501.000000 Penalty: 5337.584473
	Iteration 35Q: 3 clusters Score -8746501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8746495.000000 Penalty: 5337.584473
	Iteration 36Q: 3 clusters Score -8746495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8746478.000000 Penalty: 5337.584473
	Iteration 37Q: 3 clusters Score -8746478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8746473.000000 Penalty: 5337.584473
	Iteration 38Q: 3 clusters Score -8746473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8746466.000000 Penalty: 5337.584473
	Iteration 39Q: 3 clusters Score -8746466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8746457.000000 Penalty: 5337.584473
	Iteration 40F: 3 clusters Score -8746457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8746464.000000 Penalty: 5337.584473
	Iteration 41Q: 3 clusters Score -8746464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8746462.000000 Penalty: 5337.584473
	Iteration 42Q: 3 clusters Score -8746462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8746464.000000 Penalty: 5337.584473
	Iteration 43Q: 3 clusters Score -8746464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8746471.000000 Penalty: 5337.584473
	Iteration 44Q: 3 clusters Score -8746471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8746455.000000 Penalty: 5337.584473
	Iteration 45Q: 3 clusters Score -8746455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8746449.000000 Penalty: 5337.584473
	Iteration 46Q: 3 clusters Score -8746449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8746455.000000 Penalty: 5337.584473
	Iteration 47Q: 3 clusters Score -8746455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8746444.000000 Penalty: 5337.584473
	Iteration 48Q: 3 clusters Score -8746444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8746421.000000 Penalty: 5337.584473
	Iteration 49Q: 3 clusters Score -8746421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8746409.000000 Penalty: 5337.584473
	Iteration 50Q: 3 clusters Score -8746409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8746406.000000 Penalty: 5337.584473
	Iteration 51Q: 3 clusters Score -8746406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8746399.000000 Penalty: 5337.584473
	Iteration 52Q: 3 clusters Score -8746399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8746404.000000 Penalty: 5337.584473
	Iteration 53Q: 3 clusters Score -8746404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8746393.000000 Penalty: 5337.584473
	Iteration 54Q: 3 clusters Score -8746393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8746377.000000 Penalty: 5337.584473
	Iteration 55Q: 3 clusters Score -8746377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8746373.000000 Penalty: 5337.584473
	Iteration 56Q: 3 clusters Score -8746373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8746358.000000 Penalty: 5337.584473
	Iteration 57Q: 3 clusters Score -8746358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8746351.000000 Penalty: 5337.584473
	Iteration 58Q: 3 clusters Score -8746351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8746349.000000 Penalty: 5337.584473
	Iteration 59Q: 3 clusters Score -8746349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8746343.000000 Penalty: 5337.584473
	Iteration 60F: 3 clusters Score -8746343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8746343.000000 Penalty: 5337.584473
	Iteration 61Q: 3 clusters Score -8746343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8746340.000000 Penalty: 5337.584473
	Iteration 62Q: 3 clusters Score -8746340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8746329.000000 Penalty: 5337.584473
	Iteration 63Q: 3 clusters Score -8746329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8746321.000000 Penalty: 5337.584473
	Iteration 64Q: 3 clusters Score -8746321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8746327.000000 Penalty: 5337.584473
	Iteration 65Q: 3 clusters Score -8746327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8746329.000000 Penalty: 5337.584473
	Iteration 66Q: 3 clusters Score -8746329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8746332.000000 Penalty: 5337.584473
	Iteration 67Q: 3 clusters Score -8746332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8746332.000000 Penalty: 5337.584473
	Iteration 68F: 3 clusters Score -8746332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Entering Unmasked Estep 
Score: -8681141.000000 Penalty: 2667.827881
	Iteration 0F: 2 clusters Score -8681141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -8650673.000000 Penalty: 5335.655762
	Iteration 0F: 3 clusters Score -8650673 nChanged 21575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -8662464.000000 Penalty: 5335.655762
	Iteration 1F: 3 clusters Score -8662464 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -8663074.000000 Penalty: 5335.655762
	Iteration 2Q: 3 clusters Score -8663074 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -8663773.000000 Penalty: 5335.655762
	Iteration 3Q: 3 clusters Score -8663773 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -8664679.000000 Penalty: 5335.655762
	Iteration 4Q: 3 clusters Score -8664679 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -8666043.000000 Penalty: 5335.655762
	Iteration 5F: 3 clusters Score -8666043 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -8668152.000000 Penalty: 5335.655762
	Iteration 6F: 3 clusters Score -8668152 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -8671100.000000 Penalty: 5335.655762
	Iteration 7F: 3 clusters Score -8671100 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -8674362.000000 Penalty: 5335.655762
	Iteration 8F: 3 clusters Score -8674362 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -8677138.000000 Penalty: 5335.655762
	Iteration 9F: 3 clusters Score -8677138 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -8678746.000000 Penalty: 5335.655762
	Iteration 10Q: 3 clusters Score -8678746 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -8679541.000000 Penalty: 5335.655762
	Iteration 11Q: 3 clusters Score -8679541 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -8679937.000000 Penalty: 5335.655762
	Iteration 12Q: 3 clusters Score -8679937 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -8680176.000000 Penalty: 5335.655762
	Iteration 13Q: 3 clusters Score -8680176 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -8680342.000000 Penalty: 5335.655762
	Iteration 14Q: 3 clusters Score -8680342 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -8680402.000000 Penalty: 5335.655762
	Iteration 15Q: 3 clusters Score -8680402 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -8680474.000000 Penalty: 5335.655762
	Iteration 16Q: 3 clusters Score -8680474 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -8680515.000000 Penalty: 5335.655762
	Iteration 17Q: 3 clusters Score -8680515 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8680534.000000 Penalty: 5335.655762
	Iteration 18Q: 3 clusters Score -8680534 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -8680586.000000 Penalty: 5335.655762
	Iteration 19Q: 3 clusters Score -8680586 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -8680594.000000 Penalty: 5335.655762
	Iteration 20F: 3 clusters Score -8680594 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -8680623.000000 Penalty: 5335.655762
	Iteration 21Q: 3 clusters Score -8680623 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8680615.000000 Penalty: 5335.655762
	Iteration 22Q: 3 clusters Score -8680615 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -8680629.000000 Penalty: 5335.655762
	Iteration 23Q: 3 clusters Score -8680629 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -8680614.000000 Penalty: 5335.655762
	Iteration 24Q: 3 clusters Score -8680614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -8680608.000000 Penalty: 5335.655762
	Iteration 25Q: 3 clusters Score -8680608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -8680614.000000 Penalty: 5335.655762
	Iteration 26Q: 3 clusters Score -8680614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8680626.000000 Penalty: 5335.655762
	Iteration 27Q: 3 clusters Score -8680626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8680629.000000 Penalty: 5335.655762
	Iteration 28Q: 3 clusters Score -8680629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -8680616.000000 Penalty: 5335.655762
	Iteration 29Q: 3 clusters Score -8680616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -8680630.000000 Penalty: 5335.655762
	Iteration 30Q: 3 clusters Score -8680630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -8680636.000000 Penalty: 5335.655762
	Iteration 31Q: 3 clusters Score -8680636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8680648.000000 Penalty: 5335.655762
	Iteration 32Q: 3 clusters Score -8680648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8680633.000000 Penalty: 5335.655762
	Iteration 33Q: 3 clusters Score -8680633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8680644.000000 Penalty: 5335.655762
	Iteration 34Q: 3 clusters Score -8680644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -8680653.000000 Penalty: 5335.655762
	Iteration 35Q: 3 clusters Score -8680653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -8680644.000000 Penalty: 5335.655762
	Iteration 36Q: 3 clusters Score -8680644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -8680645.000000 Penalty: 5335.655762
	Iteration 37Q: 3 clusters Score -8680645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8680634.000000 Penalty: 5335.655762
	Iteration 38Q: 3 clusters Score -8680634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -8680648.000000 Penalty: 5335.655762
	Iteration 39Q: 3 clusters Score -8680648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -8680652.000000 Penalty: 5335.655762
	Iteration 40F: 3 clusters Score -8680652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -8680643.000000 Penalty: 5335.655762
	Iteration 41Q: 3 clusters Score -8680643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -8680644.000000 Penalty: 5335.655762
	Iteration 42Q: 3 clusters Score -8680644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -8680652.000000 Penalty: 5335.655762
	Iteration 43Q: 3 clusters Score -8680652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8680654.000000 Penalty: 5335.655762
	Iteration 44Q: 3 clusters Score -8680654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -8680654.000000 Penalty: 5335.655762
	Iteration 45Q: 3 clusters Score -8680654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -8680659.000000 Penalty: 5335.655762
	Iteration 46Q: 3 clusters Score -8680659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -8680659.000000 Penalty: 5335.655762
	Iteration 47Q: 3 clusters Score -8680659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8680651.000000 Penalty: 5335.655762
	Iteration 48Q: 3 clusters Score -8680651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -8680652.000000 Penalty: 5335.655762
	Iteration 49Q: 3 clusters Score -8680652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -8680658.000000 Penalty: 5335.655762
	Iteration 50Q: 3 clusters Score -8680658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -8680663.000000 Penalty: 5335.655762
	Iteration 51Q: 3 clusters Score -8680663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -8680666.000000 Penalty: 5335.655762
	Iteration 52Q: 3 clusters Score -8680666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -8680664.000000 Penalty: 5335.655762
	Iteration 53Q: 3 clusters Score -8680664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -8680661.000000 Penalty: 5335.655762
	Iteration 54Q: 3 clusters Score -8680661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8680660.000000 Penalty: 5335.655762
	Iteration 55Q: 3 clusters Score -8680660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -8680660.000000 Penalty: 5335.655762
	Iteration 56Q: 3 clusters Score -8680660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -8680657.000000 Penalty: 5335.655762
	Iteration 57Q: 3 clusters Score -8680657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8680659.000000 Penalty: 5335.655762
	Iteration 58Q: 3 clusters Score -8680659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -8680654.000000 Penalty: 5335.655762
	Iteration 59Q: 3 clusters Score -8680654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8680658.000000 Penalty: 5335.655762
	Iteration 60F: 3 clusters Score -8680658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8680651.000000 Penalty: 5335.655762
	Iteration 61Q: 3 clusters Score -8680651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8680659.000000 Penalty: 5335.655762
	Iteration 62Q: 3 clusters Score -8680659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -8680652.000000 Penalty: 5335.655762
	Iteration 63Q: 3 clusters Score -8680652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -8680656.000000 Penalty: 5335.655762
	Iteration 64Q: 3 clusters Score -8680656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -8680652.000000 Penalty: 5335.655762
	Iteration 65Q: 3 clusters Score -8680652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -8680650.000000 Penalty: 5335.655762
	Iteration 66Q: 3 clusters Score -8680650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8680651.000000 Penalty: 5335.655762
	Iteration 67Q: 3 clusters Score -8680651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -8680649.000000 Penalty: 5335.655762
	Iteration 68Q: 3 clusters Score -8680649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -8680647.000000 Penalty: 5335.655762
	Iteration 69Q: 3 clusters Score -8680647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -8680635.000000 Penalty: 5335.655762
	Iteration 70Q: 3 clusters Score -8680635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -8680645.000000 Penalty: 5335.655762
	Iteration 71Q: 3 clusters Score -8680645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -8680645.000000 Penalty: 5335.655762
	Iteration 72Q: 3 clusters Score -8680645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -8680646.000000 Penalty: 5335.655762
	Iteration 73Q: 3 clusters Score -8680646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8680644.000000 Penalty: 5335.655762
	Iteration 74Q: 3 clusters Score -8680644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -8680645.000000 Penalty: 5335.655762
	Iteration 75Q: 3 clusters Score -8680645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -8680645.000000 Penalty: 5335.655762
	Iteration 76F: 3 clusters Score -8680645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -119710.656250 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -119710.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117977.820312 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -117977.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118375.562500 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -118375.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -118585.203125 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -118585.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118727.234375 Penalty: 3302.373535
	Iteration 3F: 3 clusters Score -118727.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118822.179688 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -118822.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118895.523438 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -118895.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -118923.382812 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -118923.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118942.429688 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -118942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118959.195312 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -118959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118974.515625 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -118974.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -118988.031250 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -118988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118993.437500 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -118993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119002.101562 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -119002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -119024.046875 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -119024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119032.078125 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -119032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119036.429688 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -119036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119038.515625 Penalty: 3302.373535
	Iteration 16Q: 3 clusters Score -119038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119040.992188 Penalty: 3302.373535
	Iteration 17Q: 3 clusters Score -119041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119046.703125 Penalty: 3302.373535
	Iteration 18Q: 3 clusters Score -119046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119049.617188 Penalty: 3302.373535
	Iteration 19Q: 3 clusters Score -119049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119054.468750 Penalty: 3302.373535
	Iteration 20F: 3 clusters Score -119054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -119063.859375 Penalty: 3302.373535
	Iteration 21Q: 3 clusters Score -119063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -119093.757812 Penalty: 3302.373535
	Iteration 22Q: 3 clusters Score -119093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -119130.601562 Penalty: 3302.373535
	Iteration 23Q: 3 clusters Score -119130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -119149.515625 Penalty: 3302.373535
	Iteration 24Q: 3 clusters Score -119149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -119161.945312 Penalty: 3302.373535
	Iteration 25Q: 3 clusters Score -119161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -119189.625000 Penalty: 3302.373535
	Iteration 26Q: 3 clusters Score -119189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -119197.398438 Penalty: 3302.373535
	Iteration 27Q: 3 clusters Score -119197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -119208.335938 Penalty: 3302.373535
	Iteration 28Q: 3 clusters Score -119208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -119218.000000 Penalty: 3302.373535
	Iteration 29Q: 3 clusters Score -119218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -119239.328125 Penalty: 3302.373535
	Iteration 30Q: 3 clusters Score -119239.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -119262.937500 Penalty: 3302.373535
	Iteration 31Q: 3 clusters Score -119262.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -119285.937500 Penalty: 3302.373535
	Iteration 32Q: 3 clusters Score -119285.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -119324.898438 Penalty: 3302.373535
	Iteration 33Q: 3 clusters Score -119324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -119361.218750 Penalty: 3302.373535
	Iteration 34Q: 3 clusters Score -119361.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -119387.101562 Penalty: 3302.373535
	Iteration 35Q: 3 clusters Score -119387.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119404.843750 Penalty: 3302.373535
	Iteration 36Q: 3 clusters Score -119404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119411.164062 Penalty: 3302.373535
	Iteration 37Q: 3 clusters Score -119411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119415.914062 Penalty: 3302.373535
	Iteration 38Q: 3 clusters Score -119415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -119423.390625 Penalty: 3302.373535
	Iteration 39Q: 3 clusters Score -119423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -119444.117188 Penalty: 3302.373535
	Iteration 40F: 3 clusters Score -119444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -119466.468750 Penalty: 3302.373535
	Iteration 41Q: 3 clusters Score -119466.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -119480.460938 Penalty: 3302.373535
	Iteration 42Q: 3 clusters Score -119480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119482.875000 Penalty: 3302.373535
	Iteration 43Q: 3 clusters Score -119482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119489.156250 Penalty: 3302.373535
	Iteration 44Q: 3 clusters Score -119489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119493.773438 Penalty: 3302.373535
	Iteration 45Q: 3 clusters Score -119493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119502.351562 Penalty: 3302.373535
	Iteration 46Q: 3 clusters Score -119502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119505.804688 Penalty: 3302.373535
	Iteration 47Q: 3 clusters Score -119505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119509.007812 Penalty: 3302.373535
	Iteration 48Q: 3 clusters Score -119509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119509.007812 Penalty: 3302.373535
	Iteration 49F: 3 clusters Score -119509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -158661.078125 Penalty: 1706.335205
	Iteration 0F: 2 clusters Score -158661.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -156779.046875 Penalty: 3412.670410
	Iteration 0F: 3 clusters Score -156779 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -157121.796875 Penalty: 3412.670410
	Iteration 1F: 3 clusters Score -157121.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -157297.593750 Penalty: 3412.670410
	Iteration 2F: 3 clusters Score -157297.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -157415.406250 Penalty: 3412.670410
	Iteration 3F: 3 clusters Score -157415.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -157470.578125 Penalty: 3412.670410
	Iteration 4Q: 3 clusters Score -157470.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -157517.187500 Penalty: 3412.670410
	Iteration 5Q: 3 clusters Score -157517.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -157541.750000 Penalty: 3412.670410
	Iteration 6Q: 3 clusters Score -157541.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -157556.812500 Penalty: 3412.670410
	Iteration 7Q: 3 clusters Score -157556.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -157577.625000 Penalty: 3412.670410
	Iteration 8Q: 3 clusters Score -157577.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -157605.937500 Penalty: 3412.670410
	Iteration 9Q: 3 clusters Score -157605.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -157623.656250 Penalty: 3412.670410
	Iteration 10Q: 3 clusters Score -157623.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -157640.296875 Penalty: 3412.670410
	Iteration 11Q: 3 clusters Score -157640.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -157649.750000 Penalty: 3412.670410
	Iteration 12Q: 3 clusters Score -157649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157651.375000 Penalty: 3412.670410
	Iteration 13Q: 3 clusters Score -157651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157653.421875 Penalty: 3412.670410
	Iteration 14Q: 3 clusters Score -157653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -157653.421875 Penalty: 3412.670410
	Iteration 15F: 3 clusters Score -157653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50144 members 
Mstep: Class 4 contains 48605 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 42174 members 
Mstep: Class 7 contains 43890 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43070 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29192 members 
Mstep: Class 13 contains 42823 members 
Mstep: Class 14 contains 45302 members 
Mstep: Class 15 contains 45598 members 
Mstep: Class 16 contains 45632 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47158 members 
Mstep: Class 19 contains 46975 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679600.000000 Penalty: 69157.984375
Iteration 199Q: 22 clusters Score -1.066796e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 48609 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 42170 members 
Mstep: Class 7 contains 43869 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43116 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29201 members 
Mstep: Class 13 contains 42810 members 
Mstep: Class 14 contains 45321 members 
Mstep: Class 15 contains 45598 members 
Mstep: Class 16 contains 45590 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47163 members 
Mstep: Class 19 contains 46932 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679768.000000 Penalty: 69157.984375
Iteration 200F: 22 clusters Score -1.066798e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50269 members 
Mstep: Class 4 contains 48619 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 42164 members 
Mstep: Class 7 contains 43841 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43093 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29212 members 
Mstep: Class 13 contains 42810 members 
Mstep: Class 14 contains 45349 members 
Mstep: Class 15 contains 45596 members 
Mstep: Class 16 contains 45561 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47162 members 
Mstep: Class 19 contains 46922 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679664.000000 Penalty: 69157.984375
Iteration 201Q: 22 clusters Score -1.066797e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50293 members 
Mstep: Class 4 contains 48646 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 42146 members 
Mstep: Class 7 contains 43842 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43108 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29220 members 
Mstep: Class 13 contains 42815 members 
Mstep: Class 14 contains 45370 members 
Mstep: Class 15 contains 45604 members 
Mstep: Class 16 contains 45531 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47152 members 
Mstep: Class 19 contains 46886 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679648.000000 Penalty: 69157.984375
Iteration 202Q: 22 clusters Score -1.066796e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50316 members 
Mstep: Class 4 contains 48644 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 42159 members 
Mstep: Class 7 contains 43847 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43067 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29216 members 
Mstep: Class 13 contains 42851 members 
Mstep: Class 14 contains 45397 members 
Mstep: Class 15 contains 45648 members 
Mstep: Class 16 contains 45494 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47143 members 
Mstep: Class 19 contains 46836 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679696.000000 Penalty: 69157.984375
Iteration 203Q: 22 clusters Score -1.066797e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50330 members 
Mstep: Class 4 contains 48640 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 42139 members 
Mstep: Class 7 contains 43851 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43112 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29222 members 
Mstep: Class 13 contains 42854 members 
Mstep: Class 14 contains 45420 members 
Mstep: Class 15 contains 45643 members 
Mstep: Class 16 contains 45460 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47149 members 
Mstep: Class 19 contains 46821 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679656.000000 Penalty: 69157.984375
Iteration 204Q: 22 clusters Score -1.066797e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50389 members 
Mstep: Class 4 contains 48628 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 42137 members 
Mstep: Class 7 contains 43845 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43183 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29220 members 
Mstep: Class 13 contains 42833 members 
Mstep: Class 14 contains 45430 members 
Mstep: Class 15 contains 45585 members 
Mstep: Class 16 contains 45447 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47135 members 
Mstep: Class 19 contains 46802 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679848.000000 Penalty: 69157.984375
Iteration 205Q: 22 clusters Score -1.066798e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50441 members 
Mstep: Class 4 contains 48613 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 42138 members 
Mstep: Class 7 contains 43820 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43228 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29231 members 
Mstep: Class 13 contains 42810 members 
Mstep: Class 14 contains 45435 members 
Mstep: Class 15 contains 45588 members 
Mstep: Class 16 contains 45432 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47110 members 
Mstep: Class 19 contains 46782 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679920.000000 Penalty: 69157.984375
Iteration 206Q: 22 clusters Score -1.066799e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50505 members 
Mstep: Class 4 contains 48598 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 42126 members 
Mstep: Class 7 contains 43799 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43294 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29240 members 
Mstep: Class 13 contains 42784 members 
Mstep: Class 14 contains 45450 members 
Mstep: Class 15 contains 45560 members 
Mstep: Class 16 contains 45423 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47103 members 
Mstep: Class 19 contains 46745 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680160.000000 Penalty: 69157.984375
Iteration 207Q: 22 clusters Score -1.066802e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50569 members 
Mstep: Class 4 contains 48556 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 42106 members 
Mstep: Class 7 contains 43774 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43369 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29239 members 
Mstep: Class 13 contains 42760 members 
Mstep: Class 14 contains 45464 members 
Mstep: Class 15 contains 45574 members 
Mstep: Class 16 contains 45397 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47087 members 
Mstep: Class 19 contains 46743 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680088.000000 Penalty: 69157.984375
Iteration 208Q: 22 clusters Score -1.066801e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50577 members 
Mstep: Class 4 contains 48520 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 42086 members 
Mstep: Class 7 contains 43743 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43422 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29247 members 
Mstep: Class 13 contains 42748 members 
Mstep: Class 14 contains 45496 members 
Mstep: Class 15 contains 45593 members 
Mstep: Class 16 contains 45376 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47079 members 
Mstep: Class 19 contains 46720 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680280.000000 Penalty: 69157.984375
Iteration 209Q: 22 clusters Score -1.066803e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50582 members 
Mstep: Class 4 contains 48490 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 42059 members 
Mstep: Class 7 contains 43714 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43458 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29254 members 
Mstep: Class 13 contains 42758 members 
Mstep: Class 14 contains 45513 members 
Mstep: Class 15 contains 45634 members 
Mstep: Class 16 contains 45365 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47091 members 
Mstep: Class 19 contains 46668 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680080.000000 Penalty: 69157.984375
Iteration 210Q: 22 clusters Score -1.066801e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50556 members 
Mstep: Class 4 contains 48500 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 42036 members 
Mstep: Class 7 contains 43672 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43480 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29276 members 
Mstep: Class 13 contains 42766 members 
Mstep: Class 14 contains 45540 members 
Mstep: Class 15 contains 45669 members 
Mstep: Class 16 contains 45381 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 46607 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680312.000000 Penalty: 69157.984375
Iteration 211Q: 22 clusters Score -1.066803e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50529 members 
Mstep: Class 4 contains 48497 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 42029 members 
Mstep: Class 7 contains 43647 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43490 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29286 members 
Mstep: Class 13 contains 42750 members 
Mstep: Class 14 contains 45571 members 
Mstep: Class 15 contains 45734 members 
Mstep: Class 16 contains 45377 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47108 members 
Mstep: Class 19 contains 46546 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680304.000000 Penalty: 69157.984375
Iteration 212Q: 22 clusters Score -1.066803e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50499 members 
Mstep: Class 4 contains 48515 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 42023 members 
Mstep: Class 7 contains 43636 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43482 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29302 members 
Mstep: Class 13 contains 42748 members 
Mstep: Class 14 contains 45593 members 
Mstep: Class 15 contains 45787 members 
Mstep: Class 16 contains 45362 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47110 members 
Mstep: Class 19 contains 46503 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680528.000000 Penalty: 69157.984375
Iteration 213Q: 22 clusters Score -1.066805e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50500 members 
Mstep: Class 4 contains 48520 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 42022 members 
Mstep: Class 7 contains 43617 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43497 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29320 members 
Mstep: Class 13 contains 42755 members 
Mstep: Class 14 contains 45588 members 
Mstep: Class 15 contains 45789 members 
Mstep: Class 16 contains 45360 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47123 members 
Mstep: Class 19 contains 46461 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680712.000000 Penalty: 69157.984375
Iteration 214Q: 22 clusters Score -1.066807e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50499 members 
Mstep: Class 4 contains 48540 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 42017 members 
Mstep: Class 7 contains 43586 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43546 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29346 members 
Mstep: Class 13 contains 42752 members 
Mstep: Class 14 contains 45574 members 
Mstep: Class 15 contains 45809 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47114 members 
Mstep: Class 19 contains 46433 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680528.000000 Penalty: 69157.984375
Iteration 215Q: 22 clusters Score -1.066805e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50500 members 
Mstep: Class 4 contains 48585 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 41991 members 
Mstep: Class 7 contains 43556 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43604 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29357 members 
Mstep: Class 13 contains 42738 members 
Mstep: Class 14 contains 45557 members 
Mstep: Class 15 contains 45831 members 
Mstep: Class 16 contains 45345 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47102 members 
Mstep: Class 19 contains 46403 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680200.000000 Penalty: 69157.984375
Iteration 216Q: 22 clusters Score -1.066802e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50489 members 
Mstep: Class 4 contains 48614 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 41973 members 
Mstep: Class 7 contains 43520 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43643 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29365 members 
Mstep: Class 13 contains 42735 members 
Mstep: Class 14 contains 45561 members 
Mstep: Class 15 contains 45809 members 
Mstep: Class 16 contains 45355 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47096 members 
Mstep: Class 19 contains 46404 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680064.000000 Penalty: 69157.984375
Iteration 217Q: 22 clusters Score -1.066801e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50486 members 
Mstep: Class 4 contains 48606 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41985 members 
Mstep: Class 7 contains 43508 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43672 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29383 members 
Mstep: Class 13 contains 42725 members 
Mstep: Class 14 contains 45559 members 
Mstep: Class 15 contains 45773 members 
Mstep: Class 16 contains 45352 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47112 members 
Mstep: Class 19 contains 46401 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680184.000000 Penalty: 69157.984375
Iteration 218Q: 22 clusters Score -1.066802e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50477 members 
Mstep: Class 4 contains 48617 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 41992 members 
Mstep: Class 7 contains 43513 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43661 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29397 members 
Mstep: Class 13 contains 42721 members 
Mstep: Class 14 contains 45551 members 
Mstep: Class 15 contains 45768 members 
Mstep: Class 16 contains 45368 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47107 members 
Mstep: Class 19 contains 46390 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680344.000000 Penalty: 69157.984375
Iteration 219Q: 22 clusters Score -1.066803e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50470 members 
Mstep: Class 4 contains 48654 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 41977 members 
Mstep: Class 7 contains 43508 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43664 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29414 members 
Mstep: Class 13 contains 42713 members 
Mstep: Class 14 contains 45530 members 
Mstep: Class 15 contains 45772 members 
Mstep: Class 16 contains 45380 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47085 members 
Mstep: Class 19 contains 46392 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680360.000000 Penalty: 69157.984375
Iteration 220F: 22 clusters Score -1.066804e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50454 members 
Mstep: Class 4 contains 48679 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 41971 members 
Mstep: Class 7 contains 43506 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43683 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29421 members 
Mstep: Class 13 contains 42716 members 
Mstep: Class 14 contains 45507 members 
Mstep: Class 15 contains 45803 members 
Mstep: Class 16 contains 45390 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47067 members 
Mstep: Class 19 contains 46363 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680296.000000 Penalty: 69157.984375
Iteration 221Q: 22 clusters Score -1.066803e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50447 members 
Mstep: Class 4 contains 48726 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 41954 members 
Mstep: Class 7 contains 43493 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43664 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29440 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 45506 members 
Mstep: Class 15 contains 45828 members 
Mstep: Class 16 contains 45381 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47059 members 
Mstep: Class 19 contains 46336 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680016.000000 Penalty: 69157.984375
Iteration 222Q: 22 clusters Score -1.0668e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50457 members 
Mstep: Class 4 contains 48771 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41933 members 
Mstep: Class 7 contains 43490 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43638 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29467 members 
Mstep: Class 13 contains 42742 members 
Mstep: Class 14 contains 45495 members 
Mstep: Class 15 contains 45836 members 
Mstep: Class 16 contains 45392 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47057 members 
Mstep: Class 19 contains 46294 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680008.000000 Penalty: 69157.984375
Iteration 223Q: 22 clusters Score -1.0668e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50466 members 
Mstep: Class 4 contains 48826 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41906 members 
Mstep: Class 7 contains 43494 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43628 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29479 members 
Mstep: Class 13 contains 42739 members 
Mstep: Class 14 contains 45502 members 
Mstep: Class 15 contains 45835 members 
Mstep: Class 16 contains 45408 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47061 members 
Mstep: Class 19 contains 46250 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680432.000000 Penalty: 69157.984375
Iteration 224Q: 22 clusters Score -1.066804e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50457 members 
Mstep: Class 4 contains 48883 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41899 members 
Mstep: Class 7 contains 43510 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43559 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29502 members 
Mstep: Class 13 contains 42717 members 
Mstep: Class 14 contains 45526 members 
Mstep: Class 15 contains 45844 members 
Mstep: Class 16 contains 45410 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47075 members 
Mstep: Class 19 contains 46232 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680344.000000 Penalty: 69157.984375
Iteration 225Q: 22 clusters Score -1.066803e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50454 members 
Mstep: Class 4 contains 48912 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41901 members 
Mstep: Class 7 contains 43512 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43544 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29518 members 
Mstep: Class 13 contains 42711 members 
Mstep: Class 14 contains 45553 members 
Mstep: Class 15 contains 45835 members 
Mstep: Class 16 contains 45408 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47084 members 
Mstep: Class 19 contains 46206 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680576.000000 Penalty: 69157.984375
Iteration 226Q: 22 clusters Score -1.066806e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50449 members 
Mstep: Class 4 contains 48916 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41900 members 
Mstep: Class 7 contains 43509 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43551 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 42705 members 
Mstep: Class 14 contains 45581 members 
Mstep: Class 15 contains 45855 members 
Mstep: Class 16 contains 45402 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47071 members 
Mstep: Class 19 contains 46175 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680400.000000 Penalty: 69157.984375
Iteration 227Q: 22 clusters Score -1.066804e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50467 members 
Mstep: Class 4 contains 48934 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41897 members 
Mstep: Class 7 contains 43485 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43541 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 42728 members 
Mstep: Class 14 contains 45590 members 
Mstep: Class 15 contains 45878 members 
Mstep: Class 16 contains 45392 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47076 members 
Mstep: Class 19 contains 46140 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680280.000000 Penalty: 69157.984375
Iteration 228Q: 22 clusters Score -1.066803e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50490 members 
Mstep: Class 4 contains 48966 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41883 members 
Mstep: Class 7 contains 43478 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43525 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29580 members 
Mstep: Class 13 contains 42735 members 
Mstep: Class 14 contains 45588 members 
Mstep: Class 15 contains 45871 members 
Mstep: Class 16 contains 45402 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47087 members 
Mstep: Class 19 contains 46106 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680304.000000 Penalty: 69157.984375
Iteration 229Q: 22 clusters Score -1.066803e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50480 members 
Mstep: Class 4 contains 49000 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41898 members 
Mstep: Class 7 contains 43465 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43500 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29599 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 45603 members 
Mstep: Class 15 contains 45869 members 
Mstep: Class 16 contains 45406 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 46069 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680344.000000 Penalty: 69157.984375
Iteration 230Q: 22 clusters Score -1.066803e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50470 members 
Mstep: Class 4 contains 49046 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41918 members 
Mstep: Class 7 contains 43470 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43507 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29616 members 
Mstep: Class 13 contains 42714 members 
Mstep: Class 14 contains 45595 members 
Mstep: Class 15 contains 45861 members 
Mstep: Class 16 contains 45410 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47080 members 
Mstep: Class 19 contains 46053 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680320.000000 Penalty: 69157.984375
Iteration 231Q: 22 clusters Score -1.066803e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50483 members 
Mstep: Class 4 contains 49084 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41925 members 
Mstep: Class 7 contains 43480 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43508 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29637 members 
Mstep: Class 13 contains 42670 members 
Mstep: Class 14 contains 45594 members 
Mstep: Class 15 contains 45835 members 
Mstep: Class 16 contains 45438 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47065 members 
Mstep: Class 19 contains 46053 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680320.000000 Penalty: 69157.984375
Iteration 232Q: 22 clusters Score -1.066803e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50504 members 
Mstep: Class 4 contains 49084 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41913 members 
Mstep: Class 7 contains 43486 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43533 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29669 members 
Mstep: Class 13 contains 42645 members 
Mstep: Class 14 contains 45601 members 
Mstep: Class 15 contains 45799 members 
Mstep: Class 16 contains 45440 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47063 members 
Mstep: Class 19 contains 46037 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680232.000000 Penalty: 69157.984375
Iteration 233Q: 22 clusters Score -1.066802e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50518 members 
Mstep: Class 4 contains 49064 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 41929 members 
Mstep: Class 7 contains 43497 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43502 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29696 members 
Mstep: Class 13 contains 42624 members 
Mstep: Class 14 contains 45607 members 
Mstep: Class 15 contains 45787 members 
Mstep: Class 16 contains 45440 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47072 members 
Mstep: Class 19 contains 46041 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680336.000000 Penalty: 69157.984375
Iteration 234Q: 22 clusters Score -1.066803e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50511 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 41942 members 
Mstep: Class 7 contains 43480 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43493 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29707 members 
Mstep: Class 13 contains 42615 members 
Mstep: Class 14 contains 45627 members 
Mstep: Class 15 contains 45773 members 
Mstep: Class 16 contains 45457 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47074 members 
Mstep: Class 19 contains 46053 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680424.000000 Penalty: 69157.984375
Iteration 235Q: 22 clusters Score -1.066804e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50512 members 
Mstep: Class 4 contains 49058 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 41957 members 
Mstep: Class 7 contains 43470 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43500 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29715 members 
Mstep: Class 13 contains 42608 members 
Mstep: Class 14 contains 45627 members 
Mstep: Class 15 contains 45775 members 
Mstep: Class 16 contains 45471 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47062 members 
Mstep: Class 19 contains 46023 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680632.000000 Penalty: 69157.984375
Iteration 236Q: 22 clusters Score -1.066806e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50494 members 
Mstep: Class 4 contains 49067 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 41987 members 
Mstep: Class 7 contains 43469 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43484 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29740 members 
Mstep: Class 13 contains 42625 members 
Mstep: Class 14 contains 45635 members 
Mstep: Class 15 contains 45753 members 
Mstep: Class 16 contains 45446 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47052 members 
Mstep: Class 19 contains 46028 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680640.000000 Penalty: 69157.984375
Iteration 237Q: 22 clusters Score -1.066806e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50503 members 
Mstep: Class 4 contains 49087 members 
Mstep: Class 5 contains 2353 members 
Mstep: Class 6 contains 41993 members 
Mstep: Class 7 contains 43457 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43490 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29760 members 
Mstep: Class 13 contains 42629 members 
Mstep: Class 14 contains 45625 members 
Mstep: Class 15 contains 45724 members 
Mstep: Class 16 contains 45438 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 47053 members 
Mstep: Class 19 contains 46012 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680800.000000 Penalty: 69157.984375
Iteration 238Q: 22 clusters Score -1.066808e+08 nChanged 1185
Entering ConstructFrom: 
Score: -106680800.000000 Penalty: 69157.984375
Entering ConstructFrom: 
Trying to split cluster 1 (46811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Entering Unmasked Estep 
Score: -8600225.000000 Penalty: 2666.960693
	Iteration 0F: 2 clusters Score -8600225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -8569949.000000 Penalty: 5333.921387
	Iteration 0F: 3 clusters Score -8569949 nChanged 21553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -8581764.000000 Penalty: 5333.921387
	Iteration 1F: 3 clusters Score -8581764 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -8582502.000000 Penalty: 5333.921387
	Iteration 2Q: 3 clusters Score -8582502 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -8583323.000000 Penalty: 5333.921387
	Iteration 3Q: 3 clusters Score -8583323 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -8584339.000000 Penalty: 5333.921387
	Iteration 4Q: 3 clusters Score -8584339 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -8585652.000000 Penalty: 5333.921387
	Iteration 5Q: 3 clusters Score -8585652 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -8587287.000000 Penalty: 5333.921387
	Iteration 6Q: 3 clusters Score -8587287 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -8589098.000000 Penalty: 5333.921387
	Iteration 7F: 3 clusters Score -8589098 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -8590916.000000 Penalty: 5333.921387
	Iteration 8F: 3 clusters Score -8590916 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -8592375.000000 Penalty: 5333.921387
	Iteration 9Q: 3 clusters Score -8592375 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -8593379.000000 Penalty: 5333.921387
	Iteration 10Q: 3 clusters Score -8593379 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -8594061.000000 Penalty: 5333.921387
	Iteration 11Q: 3 clusters Score -8594061 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -8594505.000000 Penalty: 5333.921387
	Iteration 12Q: 3 clusters Score -8594505 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -8594856.000000 Penalty: 5333.921387
	Iteration 13Q: 3 clusters Score -8594856 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -8595115.000000 Penalty: 5333.921387
	Iteration 14Q: 3 clusters Score -8595115 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -8595340.000000 Penalty: 5333.921387
	Iteration 15Q: 3 clusters Score -8595340 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -8595617.000000 Penalty: 5333.921387
	Iteration 16Q: 3 clusters Score -8595617 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -8595917.000000 Penalty: 5333.921387
	Iteration 17Q: 3 clusters Score -8595917 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -8596198.000000 Penalty: 5333.921387
	Iteration 18Q: 3 clusters Score -8596198 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -8596458.000000 Penalty: 5333.921387
	Iteration 19Q: 3 clusters Score -8596458 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -8596691.000000 Penalty: 5333.921387
	Iteration 20F: 3 clusters Score -8596691 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -8596943.000000 Penalty: 5333.921387
	Iteration 21Q: 3 clusters Score -8596943 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -8597226.000000 Penalty: 5333.921387
	Iteration 22Q: 3 clusters Score -8597226 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -8597444.000000 Penalty: 5333.921387
	Iteration 23Q: 3 clusters Score -8597444 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8597593.000000 Penalty: 5333.921387
	Iteration 24Q: 3 clusters Score -8597593 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -8597700.000000 Penalty: 5333.921387
	Iteration 25Q: 3 clusters Score -8597700 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8597785.000000 Penalty: 5333.921387
	Iteration 26Q: 3 clusters Score -8597785 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8597857.000000 Penalty: 5333.921387
	Iteration 27Q: 3 clusters Score -8597857 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8597933.000000 Penalty: 5333.921387
	Iteration 28Q: 3 clusters Score -8597933 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8597995.000000 Penalty: 5333.921387
	Iteration 29Q: 3 clusters Score -8597995 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8598032.000000 Penalty: 5333.921387
	Iteration 30Q: 3 clusters Score -8598032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8598055.000000 Penalty: 5333.921387
	Iteration 31Q: 3 clusters Score -8598055 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8598059.000000 Penalty: 5333.921387
	Iteration 32Q: 3 clusters Score -8598059 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8598075.000000 Penalty: 5333.921387
	Iteration 33Q: 3 clusters Score -8598075 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8598091.000000 Penalty: 5333.921387
	Iteration 34Q: 3 clusters Score -8598091 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8598102.000000 Penalty: 5333.921387
	Iteration 35Q: 3 clusters Score -8598102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8598094.000000 Penalty: 5333.921387
	Iteration 36Q: 3 clusters Score -8598094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8598084.000000 Penalty: 5333.921387
	Iteration 37Q: 3 clusters Score -8598084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8598117.000000 Penalty: 5333.921387
	Iteration 38Q: 3 clusters Score -8598117 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8598130.000000 Penalty: 5333.921387
	Iteration 39Q: 3 clusters Score -8598130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8598130.000000 Penalty: 5333.921387
	Iteration 40F: 3 clusters Score -8598130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8598153.000000 Penalty: 5333.921387
	Iteration 41Q: 3 clusters Score -8598153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8598154.000000 Penalty: 5333.921387
	Iteration 42Q: 3 clusters Score -8598154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8598168.000000 Penalty: 5333.921387
	Iteration 43Q: 3 clusters Score -8598168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8598187.000000 Penalty: 5333.921387
	Iteration 44Q: 3 clusters Score -8598187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8598180.000000 Penalty: 5333.921387
	Iteration 45Q: 3 clusters Score -8598180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8598179.000000 Penalty: 5333.921387
	Iteration 46Q: 3 clusters Score -8598179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8598170.000000 Penalty: 5333.921387
	Iteration 47Q: 3 clusters Score -8598170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8598165.000000 Penalty: 5333.921387
	Iteration 48Q: 3 clusters Score -8598165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8598183.000000 Penalty: 5333.921387
	Iteration 49Q: 3 clusters Score -8598183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8598185.000000 Penalty: 5333.921387
	Iteration 50Q: 3 clusters Score -8598185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8598187.000000 Penalty: 5333.921387
	Iteration 51Q: 3 clusters Score -8598187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8598195.000000 Penalty: 5333.921387
	Iteration 52Q: 3 clusters Score -8598195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8598198.000000 Penalty: 5333.921387
	Iteration 53Q: 3 clusters Score -8598198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8598194.000000 Penalty: 5333.921387
	Iteration 54Q: 3 clusters Score -8598194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8598190.000000 Penalty: 5333.921387
	Iteration 55Q: 3 clusters Score -8598190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8598190.000000 Penalty: 5333.921387
	Iteration 56F: 3 clusters Score -8598190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -18166.832031 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -18166.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17127.164062 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -17127.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17234.148438 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -17234.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17264.246094 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -17264.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17306.804688 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -17306.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17332.777344 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -17332.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17356.548828 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -17356.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17373.867188 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -17373.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17382.263672 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -17382.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17382.263672 Penalty: 2730.644531
	Iteration 8F: 3 clusters Score -17382.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Entering Unmasked Estep 
Score: -9414251.000000 Penalty: 2685.826660
	Iteration 0F: 2 clusters Score -9414251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -9384571.000000 Penalty: 5371.653320
	Iteration 0F: 3 clusters Score -9384571 nChanged 23124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -9397226.000000 Penalty: 5371.653320
	Iteration 1F: 3 clusters Score -9397226 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -9397736.000000 Penalty: 5371.653320
	Iteration 2Q: 3 clusters Score -9397736 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -9398244.000000 Penalty: 5371.653320
	Iteration 3Q: 3 clusters Score -9398244 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -9398943.000000 Penalty: 5371.653320
	Iteration 4Q: 3 clusters Score -9398943 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -9399939.000000 Penalty: 5371.653320
	Iteration 5Q: 3 clusters Score -9399939 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -9401524.000000 Penalty: 5371.653320
	Iteration 6F: 3 clusters Score -9401524 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -9404032.000000 Penalty: 5371.653320
	Iteration 7F: 3 clusters Score -9404032 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -9407397.000000 Penalty: 5371.653320
	Iteration 8F: 3 clusters Score -9407397 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -9409787.000000 Penalty: 5371.653320
	Iteration 9F: 3 clusters Score -9409787 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -9411141.000000 Penalty: 5371.653320
	Iteration 10F: 3 clusters Score -9411141 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -9411619.000000 Penalty: 5371.653320
	Iteration 11Q: 3 clusters Score -9411619 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -9411761.000000 Penalty: 5371.653320
	Iteration 12Q: 3 clusters Score -9411761 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -9411852.000000 Penalty: 5371.653320
	Iteration 13Q: 3 clusters Score -9411852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -9411924.000000 Penalty: 5371.653320
	Iteration 14Q: 3 clusters Score -9411924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -9411946.000000 Penalty: 5371.653320
	Iteration 15Q: 3 clusters Score -9411946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -9411979.000000 Penalty: 5371.653320
	Iteration 16Q: 3 clusters Score -9411979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -9411980.000000 Penalty: 5371.653320
	Iteration 17Q: 3 clusters Score -9411980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -9411986.000000 Penalty: 5371.653320
	Iteration 18Q: 3 clusters Score -9411986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -9412005.000000 Penalty: 5371.653320
	Iteration 19Q: 3 clusters Score -9412005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 50237 members 
Entering Unmasked Estep 
Score: -9411997.000000 Penalty: 5371.653320
	Iteration 20F: 3 clusters Score -9411997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -9412011.000000 Penalty: 5371.653320
	Iteration 21Q: 3 clusters Score -9412011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -9412020.000000 Penalty: 5371.653320
	Iteration 22Q: 3 clusters Score -9412020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -9412018.000000 Penalty: 5371.653320
	Iteration 23Q: 3 clusters Score -9412018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -9412019.000000 Penalty: 5371.653320
	Iteration 24Q: 3 clusters Score -9412019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -9412021.000000 Penalty: 5371.653320
	Iteration 25Q: 3 clusters Score -9412021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -9412015.000000 Penalty: 5371.653320
	Iteration 26Q: 3 clusters Score -9412015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -9412016.000000 Penalty: 5371.653320
	Iteration 27Q: 3 clusters Score -9412016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -9412016.000000 Penalty: 5371.653320
	Iteration 28F: 3 clusters Score -9412016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Entering Unmasked Estep 
Score: -9178341.000000 Penalty: 2678.572998
	Iteration 0F: 2 clusters Score -9178341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -9148923.000000 Penalty: 5357.145996
	Iteration 0F: 3 clusters Score -9148923 nChanged 22609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -9161266.000000 Penalty: 5357.145996
	Iteration 1F: 3 clusters Score -9161266 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -9161794.000000 Penalty: 5357.145996
	Iteration 2Q: 3 clusters Score -9161794 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -9162276.000000 Penalty: 5357.145996
	Iteration 3Q: 3 clusters Score -9162276 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -9162811.000000 Penalty: 5357.145996
	Iteration 4Q: 3 clusters Score -9162811 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -9163445.000000 Penalty: 5357.145996
	Iteration 5Q: 3 clusters Score -9163445 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -9164228.000000 Penalty: 5357.145996
	Iteration 6Q: 3 clusters Score -9164228 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -9165352.000000 Penalty: 5357.145996
	Iteration 7Q: 3 clusters Score -9165352 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -9166890.000000 Penalty: 5357.145996
	Iteration 8F: 3 clusters Score -9166890 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -9168808.000000 Penalty: 5357.145996
	Iteration 9F: 3 clusters Score -9168808 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -9170857.000000 Penalty: 5357.145996
	Iteration 10F: 3 clusters Score -9170857 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -9172560.000000 Penalty: 5357.145996
	Iteration 11Q: 3 clusters Score -9172560 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -9173767.000000 Penalty: 5357.145996
	Iteration 12Q: 3 clusters Score -9173767 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -9174740.000000 Penalty: 5357.145996
	Iteration 13Q: 3 clusters Score -9174740 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -9175310.000000 Penalty: 5357.145996
	Iteration 14Q: 3 clusters Score -9175310 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -9175658.000000 Penalty: 5357.145996
	Iteration 15Q: 3 clusters Score -9175658 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -9175842.000000 Penalty: 5357.145996
	Iteration 16Q: 3 clusters Score -9175842 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -9175963.000000 Penalty: 5357.145996
	Iteration 17Q: 3 clusters Score -9175963 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -9176029.000000 Penalty: 5357.145996
	Iteration 18Q: 3 clusters Score -9176029 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -9176192.000000 Penalty: 5357.145996
	Iteration 19Q: 3 clusters Score -9176192 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -9176303.000000 Penalty: 5357.145996
	Iteration 20F: 3 clusters Score -9176303 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -9176384.000000 Penalty: 5357.145996
	Iteration 21Q: 3 clusters Score -9176384 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -9176432.000000 Penalty: 5357.145996
	Iteration 22Q: 3 clusters Score -9176432 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -9176463.000000 Penalty: 5357.145996
	Iteration 23Q: 3 clusters Score -9176463 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -9176516.000000 Penalty: 5357.145996
	Iteration 24Q: 3 clusters Score -9176516 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -9176533.000000 Penalty: 5357.145996
	Iteration 25Q: 3 clusters Score -9176533 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -9176576.000000 Penalty: 5357.145996
	Iteration 26Q: 3 clusters Score -9176576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -9176613.000000 Penalty: 5357.145996
	Iteration 27Q: 3 clusters Score -9176613 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -9176662.000000 Penalty: 5357.145996
	Iteration 28Q: 3 clusters Score -9176662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -9176672.000000 Penalty: 5357.145996
	Iteration 29Q: 3 clusters Score -9176672 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -9176656.000000 Penalty: 5357.145996
	Iteration 30Q: 3 clusters Score -9176656 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -9176658.000000 Penalty: 5357.145996
	Iteration 31Q: 3 clusters Score -9176658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -9176664.000000 Penalty: 5357.145996
	Iteration 32Q: 3 clusters Score -9176664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -9176679.000000 Penalty: 5357.145996
	Iteration 33Q: 3 clusters Score -9176679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -9176689.000000 Penalty: 5357.145996
	Iteration 34Q: 3 clusters Score -9176689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -9176690.000000 Penalty: 5357.145996
	Iteration 35Q: 3 clusters Score -9176690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -9176700.000000 Penalty: 5357.145996
	Iteration 36Q: 3 clusters Score -9176700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -9176690.000000 Penalty: 5357.145996
	Iteration 37Q: 3 clusters Score -9176690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -9176708.000000 Penalty: 5357.145996
	Iteration 38Q: 3 clusters Score -9176708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -9176721.000000 Penalty: 5357.145996
	Iteration 39Q: 3 clusters Score -9176721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -9176727.000000 Penalty: 5357.145996
	Iteration 40F: 3 clusters Score -9176727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -9176721.000000 Penalty: 5357.145996
	Iteration 41Q: 3 clusters Score -9176721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -9176722.000000 Penalty: 5357.145996
	Iteration 42Q: 3 clusters Score -9176722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -9176729.000000 Penalty: 5357.145996
	Iteration 43Q: 3 clusters Score -9176729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -9176730.000000 Penalty: 5357.145996
	Iteration 44Q: 3 clusters Score -9176730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -9176749.000000 Penalty: 5357.145996
	Iteration 45Q: 3 clusters Score -9176749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -9176757.000000 Penalty: 5357.145996
	Iteration 46Q: 3 clusters Score -9176757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -9176766.000000 Penalty: 5357.145996
	Iteration 47Q: 3 clusters Score -9176766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -9176766.000000 Penalty: 5357.145996
	Iteration 48Q: 3 clusters Score -9176766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -9176767.000000 Penalty: 5357.145996
	Iteration 49Q: 3 clusters Score -9176767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -9176764.000000 Penalty: 5357.145996
	Iteration 50Q: 3 clusters Score -9176764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -9176757.000000 Penalty: 5357.145996
	Iteration 51Q: 3 clusters Score -9176757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -9176764.000000 Penalty: 5357.145996
	Iteration 52Q: 3 clusters Score -9176764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -9176764.000000 Penalty: 5357.145996
	Iteration 53Q: 3 clusters Score -9176764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -9176760.000000 Penalty: 5357.145996
	Iteration 54Q: 3 clusters Score -9176760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -9176756.000000 Penalty: 5357.145996
	Iteration 55Q: 3 clusters Score -9176756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -9176747.000000 Penalty: 5357.145996
	Iteration 56Q: 3 clusters Score -9176747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -9176748.000000 Penalty: 5357.145996
	Iteration 57Q: 3 clusters Score -9176748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -9176746.000000 Penalty: 5357.145996
	Iteration 58Q: 3 clusters Score -9176746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -9176752.000000 Penalty: 5357.145996
	Iteration 59Q: 3 clusters Score -9176752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -9176752.000000 Penalty: 5357.145996
	Iteration 60F: 3 clusters Score -9176752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -406428.750000 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -406428.8 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 1220 members 
Entering Unmasked Estep 
Score: -403587.843750 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -403587.8 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -404105.906250 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -404105.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -404271.750000 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -404271.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -404367.843750 Penalty: 3851.090820
	Iteration 3Q: 3 clusters Score -404367.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -404451.687500 Penalty: 3851.090820
	Iteration 4Q: 3 clusters Score -404451.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -404545.843750 Penalty: 3851.090820
	Iteration 5Q: 3 clusters Score -404545.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -404613.906250 Penalty: 3851.090820
	Iteration 6Q: 3 clusters Score -404613.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -404661.406250 Penalty: 3851.090820
	Iteration 7Q: 3 clusters Score -404661.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -404703.906250 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -404703.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -404743.531250 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -404743.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -404777.250000 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -404777.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -404805.750000 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -404805.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -404836.125000 Penalty: 3851.090820
	Iteration 12Q: 3 clusters Score -404836.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -404859.531250 Penalty: 3851.090820
	Iteration 13Q: 3 clusters Score -404859.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -404888.593750 Penalty: 3851.090820
	Iteration 14Q: 3 clusters Score -404888.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -404912.187500 Penalty: 3851.090820
	Iteration 15Q: 3 clusters Score -404912.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -404931.781250 Penalty: 3851.090820
	Iteration 16Q: 3 clusters Score -404931.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -404955.750000 Penalty: 3851.090820
	Iteration 17Q: 3 clusters Score -404955.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -404977.687500 Penalty: 3851.090820
	Iteration 18Q: 3 clusters Score -404977.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -404999.437500 Penalty: 3851.090820
	Iteration 19Q: 3 clusters Score -404999.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -405012.406250 Penalty: 3851.090820
	Iteration 20F: 3 clusters Score -405012.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -405025.968750 Penalty: 3851.090820
	Iteration 21Q: 3 clusters Score -405026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -405036.843750 Penalty: 3851.090820
	Iteration 22Q: 3 clusters Score -405036.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -405051.437500 Penalty: 3851.090820
	Iteration 23Q: 3 clusters Score -405051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -405064.125000 Penalty: 3851.090820
	Iteration 24Q: 3 clusters Score -405064.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -405080.062500 Penalty: 3851.090820
	Iteration 25Q: 3 clusters Score -405080.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -405105.906250 Penalty: 3851.090820
	Iteration 26Q: 3 clusters Score -405105.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -405135.062500 Penalty: 3851.090820
	Iteration 27Q: 3 clusters Score -405135.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -405170.437500 Penalty: 3851.090820
	Iteration 28Q: 3 clusters Score -405170.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -405196.625000 Penalty: 3851.090820
	Iteration 29Q: 3 clusters Score -405196.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -405216.468750 Penalty: 3851.090820
	Iteration 30Q: 3 clusters Score -405216.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -405228.906250 Penalty: 3851.090820
	Iteration 31Q: 3 clusters Score -405228.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -405235.781250 Penalty: 3851.090820
	Iteration 32Q: 3 clusters Score -405235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -405239.437500 Penalty: 3851.090820
	Iteration 33Q: 3 clusters Score -405239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -405241.562500 Penalty: 3851.090820
	Iteration 34Q: 3 clusters Score -405241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -405242.687500 Penalty: 3851.090820
	Iteration 35Q: 3 clusters Score -405242.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -405250.187500 Penalty: 3851.090820
	Iteration 36Q: 3 clusters Score -405250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -405256.593750 Penalty: 3851.090820
	Iteration 37Q: 3 clusters Score -405256.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -405268.625000 Penalty: 3851.090820
	Iteration 38Q: 3 clusters Score -405268.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -405274.843750 Penalty: 3851.090820
	Iteration 39Q: 3 clusters Score -405274.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -405284.843750 Penalty: 3851.090820
	Iteration 40F: 3 clusters Score -405284.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -405293.375000 Penalty: 3851.090820
	Iteration 41Q: 3 clusters Score -405293.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -405300.812500 Penalty: 3851.090820
	Iteration 42Q: 3 clusters Score -405300.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -405305.906250 Penalty: 3851.090820
	Iteration 43Q: 3 clusters Score -405305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -405307.281250 Penalty: 3851.090820
	Iteration 44Q: 3 clusters Score -405307.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -405307.281250 Penalty: 3851.090820
	Iteration 45F: 3 clusters Score -405307.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Entering Unmasked Estep 
Score: -7785146.000000 Penalty: 2640.023926
	Iteration 0F: 2 clusters Score -7785146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -7756801.000000 Penalty: 5280.047852
	Iteration 0F: 3 clusters Score -7756801 nChanged 19289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -7767457.500000 Penalty: 5280.047852
	Iteration 1F: 3 clusters Score -7767458 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -7768017.000000 Penalty: 5280.047852
	Iteration 2Q: 3 clusters Score -7768017 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -7768550.500000 Penalty: 5280.047852
	Iteration 3Q: 3 clusters Score -7768550 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -7769165.500000 Penalty: 5280.047852
	Iteration 4Q: 3 clusters Score -7769166 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -7769999.500000 Penalty: 5280.047852
	Iteration 5Q: 3 clusters Score -7770000 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -7771137.000000 Penalty: 5280.047852
	Iteration 6Q: 3 clusters Score -7771137 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -7772592.500000 Penalty: 5280.047852
	Iteration 7Q: 3 clusters Score -7772592 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -7774233.500000 Penalty: 5280.047852
	Iteration 8Q: 3 clusters Score -7774234 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -7775860.500000 Penalty: 5280.047852
	Iteration 9F: 3 clusters Score -7775860 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -7777299.000000 Penalty: 5280.047852
	Iteration 10Q: 3 clusters Score -7777299 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -7778441.000000 Penalty: 5280.047852
	Iteration 11Q: 3 clusters Score -7778441 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -7779330.500000 Penalty: 5280.047852
	Iteration 12Q: 3 clusters Score -7779330 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -7779860.000000 Penalty: 5280.047852
	Iteration 13Q: 3 clusters Score -7779860 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -7780353.500000 Penalty: 5280.047852
	Iteration 14Q: 3 clusters Score -7780354 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -7780725.500000 Penalty: 5280.047852
	Iteration 15Q: 3 clusters Score -7780726 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -7780976.000000 Penalty: 5280.047852
	Iteration 16Q: 3 clusters Score -7780976 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -7781202.500000 Penalty: 5280.047852
	Iteration 17Q: 3 clusters Score -7781202 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -7781435.000000 Penalty: 5280.047852
	Iteration 18Q: 3 clusters Score -7781435 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -7781597.000000 Penalty: 5280.047852
	Iteration 19Q: 3 clusters Score -7781597 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -7781764.500000 Penalty: 5280.047852
	Iteration 20F: 3 clusters Score -7781764 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7781931.500000 Penalty: 5280.047852
	Iteration 21Q: 3 clusters Score -7781932 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7782054.500000 Penalty: 5280.047852
	Iteration 22Q: 3 clusters Score -7782054 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7782175.000000 Penalty: 5280.047852
	Iteration 23Q: 3 clusters Score -7782175 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7782269.000000 Penalty: 5280.047852
	Iteration 24Q: 3 clusters Score -7782269 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7782347.500000 Penalty: 5280.047852
	Iteration 25Q: 3 clusters Score -7782348 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7782418.500000 Penalty: 5280.047852
	Iteration 26Q: 3 clusters Score -7782418 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7782460.500000 Penalty: 5280.047852
	Iteration 27Q: 3 clusters Score -7782460 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7782519.000000 Penalty: 5280.047852
	Iteration 28Q: 3 clusters Score -7782519 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7782553.000000 Penalty: 5280.047852
	Iteration 29Q: 3 clusters Score -7782553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7782613.500000 Penalty: 5280.047852
	Iteration 30Q: 3 clusters Score -7782614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7782635.500000 Penalty: 5280.047852
	Iteration 31Q: 3 clusters Score -7782636 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7782648.500000 Penalty: 5280.047852
	Iteration 32Q: 3 clusters Score -7782648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7782691.500000 Penalty: 5280.047852
	Iteration 33Q: 3 clusters Score -7782692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7782698.000000 Penalty: 5280.047852
	Iteration 34Q: 3 clusters Score -7782698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7782728.500000 Penalty: 5280.047852
	Iteration 35Q: 3 clusters Score -7782728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7782752.000000 Penalty: 5280.047852
	Iteration 36Q: 3 clusters Score -7782752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7782762.000000 Penalty: 5280.047852
	Iteration 37Q: 3 clusters Score -7782762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7782775.000000 Penalty: 5280.047852
	Iteration 38Q: 3 clusters Score -7782775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7782785.000000 Penalty: 5280.047852
	Iteration 39Q: 3 clusters Score -7782785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7782793.500000 Penalty: 5280.047852
	Iteration 40F: 3 clusters Score -7782794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7782804.500000 Penalty: 5280.047852
	Iteration 41Q: 3 clusters Score -7782804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7782833.000000 Penalty: 5280.047852
	Iteration 42Q: 3 clusters Score -7782833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7782836.500000 Penalty: 5280.047852
	Iteration 43Q: 3 clusters Score -7782836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7782833.500000 Penalty: 5280.047852
	Iteration 44Q: 3 clusters Score -7782834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7782852.000000 Penalty: 5280.047852
	Iteration 45Q: 3 clusters Score -7782852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7782848.500000 Penalty: 5280.047852
	Iteration 46Q: 3 clusters Score -7782848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7782874.000000 Penalty: 5280.047852
	Iteration 47Q: 3 clusters Score -7782874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7782872.500000 Penalty: 5280.047852
	Iteration 48Q: 3 clusters Score -7782872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7782872.500000 Penalty: 5280.047852
	Iteration 49Q: 3 clusters Score -7782872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7782895.500000 Penalty: 5280.047852
	Iteration 50Q: 3 clusters Score -7782896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7782909.500000 Penalty: 5280.047852
	Iteration 51Q: 3 clusters Score -7782910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7782915.000000 Penalty: 5280.047852
	Iteration 52Q: 3 clusters Score -7782915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7782918.500000 Penalty: 5280.047852
	Iteration 53Q: 3 clusters Score -7782918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7782921.000000 Penalty: 5280.047852
	Iteration 54Q: 3 clusters Score -7782921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7782933.000000 Penalty: 5280.047852
	Iteration 55Q: 3 clusters Score -7782933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7782930.500000 Penalty: 5280.047852
	Iteration 56Q: 3 clusters Score -7782930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7782934.000000 Penalty: 5280.047852
	Iteration 57Q: 3 clusters Score -7782934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7782937.000000 Penalty: 5280.047852
	Iteration 58Q: 3 clusters Score -7782937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7782944.000000 Penalty: 5280.047852
	Iteration 59Q: 3 clusters Score -7782944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7782945.000000 Penalty: 5280.047852
	Iteration 60F: 3 clusters Score -7782945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7782944.500000 Penalty: 5280.047852
	Iteration 61Q: 3 clusters Score -7782944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7782945.000000 Penalty: 5280.047852
	Iteration 62Q: 3 clusters Score -7782945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7782949.000000 Penalty: 5280.047852
	Iteration 63Q: 3 clusters Score -7782949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7782953.000000 Penalty: 5280.047852
	Iteration 64Q: 3 clusters Score -7782953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7782947.500000 Penalty: 5280.047852
	Iteration 65Q: 3 clusters Score -7782948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7782950.000000 Penalty: 5280.047852
	Iteration 66Q: 3 clusters Score -7782950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7782950.000000 Penalty: 5280.047852
	Iteration 67Q: 3 clusters Score -7782950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7782945.500000 Penalty: 5280.047852
	Iteration 68Q: 3 clusters Score -7782946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7782946.500000 Penalty: 5280.047852
	Iteration 69Q: 3 clusters Score -7782946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7782953.000000 Penalty: 5280.047852
	Iteration 70Q: 3 clusters Score -7782953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7782952.000000 Penalty: 5280.047852
	Iteration 71Q: 3 clusters Score -7782952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7782952.500000 Penalty: 5280.047852
	Iteration 72Q: 3 clusters Score -7782952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7782961.000000 Penalty: 5280.047852
	Iteration 73Q: 3 clusters Score -7782961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7782961.000000 Penalty: 5280.047852
	Iteration 74F: 3 clusters Score -7782961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Entering Unmasked Estep 
Score: -8000133.500000 Penalty: 2648.517090
	Iteration 0F: 2 clusters Score -8000134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -7971062.000000 Penalty: 5297.034180
	Iteration 0F: 3 clusters Score -7971062 nChanged 19901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -7982099.500000 Penalty: 5297.034180
	Iteration 1F: 3 clusters Score -7982100 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -7982764.000000 Penalty: 5297.034180
	Iteration 2Q: 3 clusters Score -7982764 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -7983754.500000 Penalty: 5297.034180
	Iteration 3Q: 3 clusters Score -7983754 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -7985159.000000 Penalty: 5297.034180
	Iteration 4F: 3 clusters Score -7985159 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -7987096.000000 Penalty: 5297.034180
	Iteration 5F: 3 clusters Score -7987096 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -7989763.000000 Penalty: 5297.034180
	Iteration 6F: 3 clusters Score -7989763 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -7992502.500000 Penalty: 5297.034180
	Iteration 7F: 3 clusters Score -7992502 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -7994921.000000 Penalty: 5297.034180
	Iteration 8F: 3 clusters Score -7994921 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -7996552.500000 Penalty: 5297.034180
	Iteration 9Q: 3 clusters Score -7996552 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -7997367.500000 Penalty: 5297.034180
	Iteration 10Q: 3 clusters Score -7997368 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7997694.000000 Penalty: 5297.034180
	Iteration 11Q: 3 clusters Score -7997694 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7997877.500000 Penalty: 5297.034180
	Iteration 12Q: 3 clusters Score -7997878 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -7997971.500000 Penalty: 5297.034180
	Iteration 13Q: 3 clusters Score -7997972 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7998040.500000 Penalty: 5297.034180
	Iteration 14Q: 3 clusters Score -7998040 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7998072.000000 Penalty: 5297.034180
	Iteration 15Q: 3 clusters Score -7998072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7998097.000000 Penalty: 5297.034180
	Iteration 16Q: 3 clusters Score -7998097 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7998108.500000 Penalty: 5297.034180
	Iteration 17Q: 3 clusters Score -7998108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7998110.000000 Penalty: 5297.034180
	Iteration 18Q: 3 clusters Score -7998110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7998130.000000 Penalty: 5297.034180
	Iteration 19Q: 3 clusters Score -7998130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7998139.500000 Penalty: 5297.034180
	Iteration 20F: 3 clusters Score -7998140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -7998158.000000 Penalty: 5297.034180
	Iteration 21Q: 3 clusters Score -7998158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -7998150.500000 Penalty: 5297.034180
	Iteration 22Q: 3 clusters Score -7998150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7998161.500000 Penalty: 5297.034180
	Iteration 23Q: 3 clusters Score -7998162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -7998172.500000 Penalty: 5297.034180
	Iteration 24Q: 3 clusters Score -7998172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7998186.500000 Penalty: 5297.034180
	Iteration 25Q: 3 clusters Score -7998186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7998186.500000 Penalty: 5297.034180
	Iteration 26Q: 3 clusters Score -7998186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7998183.500000 Penalty: 5297.034180
	Iteration 27Q: 3 clusters Score -7998184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7998177.000000 Penalty: 5297.034180
	Iteration 28Q: 3 clusters Score -7998177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7998176.000000 Penalty: 5297.034180
	Iteration 29Q: 3 clusters Score -7998176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7998176.500000 Penalty: 5297.034180
	Iteration 30Q: 3 clusters Score -7998176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7998171.000000 Penalty: 5297.034180
	Iteration 31Q: 3 clusters Score -7998171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7998173.500000 Penalty: 5297.034180
	Iteration 32Q: 3 clusters Score -7998174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7998178.500000 Penalty: 5297.034180
	Iteration 33Q: 3 clusters Score -7998178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7998182.500000 Penalty: 5297.034180
	Iteration 34Q: 3 clusters Score -7998182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7998192.500000 Penalty: 5297.034180
	Iteration 35Q: 3 clusters Score -7998192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7998189.500000 Penalty: 5297.034180
	Iteration 36Q: 3 clusters Score -7998190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7998187.000000 Penalty: 5297.034180
	Iteration 37Q: 3 clusters Score -7998187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7998192.000000 Penalty: 5297.034180
	Iteration 38Q: 3 clusters Score -7998192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7998181.500000 Penalty: 5297.034180
	Iteration 39Q: 3 clusters Score -7998182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7998191.500000 Penalty: 5297.034180
	Iteration 40F: 3 clusters Score -7998192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7998183.000000 Penalty: 5297.034180
	Iteration 41Q: 3 clusters Score -7998183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7998180.000000 Penalty: 5297.034180
	Iteration 42Q: 3 clusters Score -7998180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7998175.000000 Penalty: 5297.034180
	Iteration 43Q: 3 clusters Score -7998175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7998186.000000 Penalty: 5297.034180
	Iteration 44Q: 3 clusters Score -7998186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7998180.000000 Penalty: 5297.034180
	Iteration 45Q: 3 clusters Score -7998180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7998176.000000 Penalty: 5297.034180
	Iteration 46Q: 3 clusters Score -7998176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7998183.000000 Penalty: 5297.034180
	Iteration 47Q: 3 clusters Score -7998183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7998189.500000 Penalty: 5297.034180
	Iteration 48Q: 3 clusters Score -7998190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7998192.000000 Penalty: 5297.034180
	Iteration 49Q: 3 clusters Score -7998192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7998194.500000 Penalty: 5297.034180
	Iteration 50Q: 3 clusters Score -7998194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7998193.500000 Penalty: 5297.034180
	Iteration 51Q: 3 clusters Score -7998194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7998201.000000 Penalty: 5297.034180
	Iteration 52Q: 3 clusters Score -7998201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7998201.500000 Penalty: 5297.034180
	Iteration 53Q: 3 clusters Score -7998202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7998193.000000 Penalty: 5297.034180
	Iteration 54Q: 3 clusters Score -7998193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7998193.500000 Penalty: 5297.034180
	Iteration 55Q: 3 clusters Score -7998194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7998206.500000 Penalty: 5297.034180
	Iteration 56Q: 3 clusters Score -7998206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7998204.000000 Penalty: 5297.034180
	Iteration 57Q: 3 clusters Score -7998204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7998209.500000 Penalty: 5297.034180
	Iteration 58Q: 3 clusters Score -7998210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7998213.500000 Penalty: 5297.034180
	Iteration 59Q: 3 clusters Score -7998214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7998205.500000 Penalty: 5297.034180
	Iteration 60F: 3 clusters Score -7998206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7998215.000000 Penalty: 5297.034180
	Iteration 61Q: 3 clusters Score -7998215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7998209.000000 Penalty: 5297.034180
	Iteration 62Q: 3 clusters Score -7998209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7998216.500000 Penalty: 5297.034180
	Iteration 63Q: 3 clusters Score -7998216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7998209.500000 Penalty: 5297.034180
	Iteration 64Q: 3 clusters Score -7998210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7998218.500000 Penalty: 5297.034180
	Iteration 65Q: 3 clusters Score -7998218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7998222.500000 Penalty: 5297.034180
	Iteration 66Q: 3 clusters Score -7998222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7998222.500000 Penalty: 5297.034180
	Iteration 67Q: 3 clusters Score -7998222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7998220.500000 Penalty: 5297.034180
	Iteration 68Q: 3 clusters Score -7998220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7998221.500000 Penalty: 5297.034180
	Iteration 69Q: 3 clusters Score -7998222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7998221.000000 Penalty: 5297.034180
	Iteration 70Q: 3 clusters Score -7998221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7998228.500000 Penalty: 5297.034180
	Iteration 71Q: 3 clusters Score -7998228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7998228.500000 Penalty: 5297.034180
	Iteration 72F: 3 clusters Score -7998228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -75084.085938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -75084.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73626.984375 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -73626.98 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73918.375000 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -73918.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74045.046875 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -74045.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74136.500000 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -74136.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74228.070312 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -74228.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74318.296875 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -74318.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74379.000000 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -74379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74412.046875 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -74412.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74445.078125 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -74445.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74456.671875 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -74456.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74469.085938 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -74469.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74471.968750 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -74471.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74471.968750 Penalty: 3122.451904
	Iteration 12F: 3 clusters Score -74471.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -229666.015625 Penalty: 1782.163818
	Iteration 0F: 2 clusters Score -229666 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 640 members 
Entering Unmasked Estep 
Score: -227598.218750 Penalty: 3564.327637
	Iteration 0F: 3 clusters Score -227598.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -228111.718750 Penalty: 3564.327637
	Iteration 1F: 3 clusters Score -228111.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -228344.750000 Penalty: 3564.327637
	Iteration 2F: 3 clusters Score -228344.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -228495.343750 Penalty: 3564.327637
	Iteration 3F: 3 clusters Score -228495.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -228618.234375 Penalty: 3564.327637
	Iteration 4Q: 3 clusters Score -228618.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -228753.375000 Penalty: 3564.327637
	Iteration 5F: 3 clusters Score -228753.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -228854.671875 Penalty: 3564.327637
	Iteration 6F: 3 clusters Score -228854.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -228923.531250 Penalty: 3564.327637
	Iteration 7Q: 3 clusters Score -228923.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -228992.765625 Penalty: 3564.327637
	Iteration 8Q: 3 clusters Score -228992.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -229055.796875 Penalty: 3564.327637
	Iteration 9Q: 3 clusters Score -229055.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -229120.546875 Penalty: 3564.327637
	Iteration 10Q: 3 clusters Score -229120.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -229160.109375 Penalty: 3564.327637
	Iteration 11Q: 3 clusters Score -229160.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -229196.343750 Penalty: 3564.327637
	Iteration 12Q: 3 clusters Score -229196.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -229239.203125 Penalty: 3564.327637
	Iteration 13Q: 3 clusters Score -229239.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -229265.500000 Penalty: 3564.327637
	Iteration 14Q: 3 clusters Score -229265.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -229285.375000 Penalty: 3564.327637
	Iteration 15Q: 3 clusters Score -229285.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -229320.156250 Penalty: 3564.327637
	Iteration 16Q: 3 clusters Score -229320.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -229378.375000 Penalty: 3564.327637
	Iteration 17Q: 3 clusters Score -229378.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -229500.875000 Penalty: 3564.327637
	Iteration 18Q: 3 clusters Score -229500.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -229607.812500 Penalty: 3564.327637
	Iteration 19Q: 3 clusters Score -229607.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -229669.375000 Penalty: 3564.327637
	Iteration 20F: 3 clusters Score -229669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -229678.437500 Penalty: 3564.327637
	Iteration 21Q: 3 clusters Score -229678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -229679.234375 Penalty: 3564.327637
	Iteration 22Q: 3 clusters Score -229679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -229679.234375 Penalty: 3564.327637
	Iteration 23F: 3 clusters Score -229679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50511 members 
Mstep: Class 4 contains 49055 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 41993 members 
Mstep: Class 7 contains 43456 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 678 members 
Mstep: Class 10 contains 43507 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29781 members 
Mstep: Class 13 contains 42632 members 
Mstep: Class 14 contains 45632 members 
Mstep: Class 15 contains 45701 members 
Mstep: Class 16 contains 45454 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 47046 members 
Mstep: Class 19 contains 46012 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 643 members 
Entering Unmasked Estep 
Score: -106679320.000000 Penalty: 72451.218750
Splitting cluster 9 changes total score from -106680800.000000 to -106679320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (43507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Entering Unmasked Estep 
Score: -8158661.500000 Penalty: 2648.808105
	Iteration 0F: 2 clusters Score -8158662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -8130039.500000 Penalty: 5297.616211
	Iteration 0F: 3 clusters Score -8130040 nChanged 19942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -8141080.000000 Penalty: 5297.616211
	Iteration 1F: 3 clusters Score -8141080 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -8141589.500000 Penalty: 5297.616211
	Iteration 2Q: 3 clusters Score -8141590 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -8142161.500000 Penalty: 5297.616211
	Iteration 3Q: 3 clusters Score -8142162 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -8142751.000000 Penalty: 5297.616211
	Iteration 4Q: 3 clusters Score -8142751 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -8143587.000000 Penalty: 5297.616211
	Iteration 5Q: 3 clusters Score -8143587 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -8144801.000000 Penalty: 5297.616211
	Iteration 6F: 3 clusters Score -8144801 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -8146471.000000 Penalty: 5297.616211
	Iteration 7F: 3 clusters Score -8146471 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -8148482.000000 Penalty: 5297.616211
	Iteration 8F: 3 clusters Score -8148482 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -8150788.000000 Penalty: 5297.616211
	Iteration 9F: 3 clusters Score -8150788 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -8152793.500000 Penalty: 5297.616211
	Iteration 10F: 3 clusters Score -8152794 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -8154284.500000 Penalty: 5297.616211
	Iteration 11Q: 3 clusters Score -8154284 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -8155219.000000 Penalty: 5297.616211
	Iteration 12Q: 3 clusters Score -8155219 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -8155717.000000 Penalty: 5297.616211
	Iteration 13Q: 3 clusters Score -8155717 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -8156072.500000 Penalty: 5297.616211
	Iteration 14Q: 3 clusters Score -8156072 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -8156293.000000 Penalty: 5297.616211
	Iteration 15Q: 3 clusters Score -8156293 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -8156356.000000 Penalty: 5297.616211
	Iteration 16Q: 3 clusters Score -8156356 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -8156439.500000 Penalty: 5297.616211
	Iteration 17Q: 3 clusters Score -8156440 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -8156563.500000 Penalty: 5297.616211
	Iteration 18Q: 3 clusters Score -8156564 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -8156609.500000 Penalty: 5297.616211
	Iteration 19Q: 3 clusters Score -8156610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8156630.000000 Penalty: 5297.616211
	Iteration 20F: 3 clusters Score -8156630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -8156625.500000 Penalty: 5297.616211
	Iteration 21Q: 3 clusters Score -8156626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -8156666.500000 Penalty: 5297.616211
	Iteration 22Q: 3 clusters Score -8156666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -8156662.500000 Penalty: 5297.616211
	Iteration 23Q: 3 clusters Score -8156662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -8156651.000000 Penalty: 5297.616211
	Iteration 24Q: 3 clusters Score -8156651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -8156671.000000 Penalty: 5297.616211
	Iteration 25Q: 3 clusters Score -8156671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -8156672.000000 Penalty: 5297.616211
	Iteration 26Q: 3 clusters Score -8156672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -8156678.500000 Penalty: 5297.616211
	Iteration 27Q: 3 clusters Score -8156678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -8156675.500000 Penalty: 5297.616211
	Iteration 28Q: 3 clusters Score -8156676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -8156672.500000 Penalty: 5297.616211
	Iteration 29Q: 3 clusters Score -8156672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -8156667.500000 Penalty: 5297.616211
	Iteration 30Q: 3 clusters Score -8156668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -8156670.000000 Penalty: 5297.616211
	Iteration 31Q: 3 clusters Score -8156670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -8156663.500000 Penalty: 5297.616211
	Iteration 32Q: 3 clusters Score -8156664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -8156660.500000 Penalty: 5297.616211
	Iteration 33Q: 3 clusters Score -8156660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -8156665.000000 Penalty: 5297.616211
	Iteration 34Q: 3 clusters Score -8156665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -8156659.000000 Penalty: 5297.616211
	Iteration 35Q: 3 clusters Score -8156659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -8156669.000000 Penalty: 5297.616211
	Iteration 36Q: 3 clusters Score -8156669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -8156671.000000 Penalty: 5297.616211
	Iteration 37Q: 3 clusters Score -8156671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -8156667.500000 Penalty: 5297.616211
	Iteration 38Q: 3 clusters Score -8156668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -8156674.000000 Penalty: 5297.616211
	Iteration 39Q: 3 clusters Score -8156674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -8156671.000000 Penalty: 5297.616211
	Iteration 40F: 3 clusters Score -8156671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -8156677.500000 Penalty: 5297.616211
	Iteration 41Q: 3 clusters Score -8156678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -8156677.500000 Penalty: 5297.616211
	Iteration 42F: 3 clusters Score -8156678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -49571.371094 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -49571.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48150.949219 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -48150.95 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48473.468750 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -48473.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48562.269531 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -48562.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48601.949219 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -48601.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48615.906250 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -48615.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48635.371094 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -48635.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48641.554688 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -48641.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48651.679688 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -48651.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48662.128906 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -48662.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48682.015625 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -48682.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48698.953125 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -48698.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48704.679688 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -48704.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48704.679688 Penalty: 3055.958740
	Iteration 12F: 3 clusters Score -48704.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Entering Unmasked Estep 
Score: -5367801.000000 Penalty: 2554.803223
	Iteration 0F: 2 clusters Score -5367801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -5347397.000000 Penalty: 5109.606445
	Iteration 0F: 3 clusters Score -5347397 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -5354556.000000 Penalty: 5109.606445
	Iteration 1F: 3 clusters Score -5354556 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -5354941.500000 Penalty: 5109.606445
	Iteration 2Q: 3 clusters Score -5354942 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -5355204.500000 Penalty: 5109.606445
	Iteration 3Q: 3 clusters Score -5355204 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -5355466.500000 Penalty: 5109.606445
	Iteration 4Q: 3 clusters Score -5355466 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -5355682.000000 Penalty: 5109.606445
	Iteration 5Q: 3 clusters Score -5355682 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -5355897.000000 Penalty: 5109.606445
	Iteration 6Q: 3 clusters Score -5355897 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -5356120.500000 Penalty: 5109.606445
	Iteration 7Q: 3 clusters Score -5356120 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -5356405.500000 Penalty: 5109.606445
	Iteration 8Q: 3 clusters Score -5356406 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -5356763.500000 Penalty: 5109.606445
	Iteration 9Q: 3 clusters Score -5356764 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -5357237.500000 Penalty: 5109.606445
	Iteration 10Q: 3 clusters Score -5357238 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -5357973.000000 Penalty: 5109.606445
	Iteration 11Q: 3 clusters Score -5357973 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -5358914.500000 Penalty: 5109.606445
	Iteration 12F: 3 clusters Score -5358914 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -5360106.500000 Penalty: 5109.606445
	Iteration 13F: 3 clusters Score -5360106 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -5361370.500000 Penalty: 5109.606445
	Iteration 14F: 3 clusters Score -5361370 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -5362531.500000 Penalty: 5109.606445
	Iteration 15F: 3 clusters Score -5362532 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -5363536.500000 Penalty: 5109.606445
	Iteration 16Q: 3 clusters Score -5363536 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5364323.500000 Penalty: 5109.606445
	Iteration 17Q: 3 clusters Score -5364324 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5364937.000000 Penalty: 5109.606445
	Iteration 18Q: 3 clusters Score -5364937 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5365434.500000 Penalty: 5109.606445
	Iteration 19Q: 3 clusters Score -5365434 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5365769.500000 Penalty: 5109.606445
	Iteration 20F: 3 clusters Score -5365770 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5365897.000000 Penalty: 5109.606445
	Iteration 21Q: 3 clusters Score -5365897 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5365965.000000 Penalty: 5109.606445
	Iteration 22Q: 3 clusters Score -5365965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5365988.500000 Penalty: 5109.606445
	Iteration 23Q: 3 clusters Score -5365988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5366008.500000 Penalty: 5109.606445
	Iteration 24Q: 3 clusters Score -5366008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5366028.500000 Penalty: 5109.606445
	Iteration 25Q: 3 clusters Score -5366028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5366033.000000 Penalty: 5109.606445
	Iteration 26Q: 3 clusters Score -5366033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5366035.500000 Penalty: 5109.606445
	Iteration 27Q: 3 clusters Score -5366036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5366037.000000 Penalty: 5109.606445
	Iteration 28Q: 3 clusters Score -5366037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5366046.500000 Penalty: 5109.606445
	Iteration 29Q: 3 clusters Score -5366046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5366040.000000 Penalty: 5109.606445
	Iteration 30Q: 3 clusters Score -5366040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5366044.500000 Penalty: 5109.606445
	Iteration 31Q: 3 clusters Score -5366044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5366038.500000 Penalty: 5109.606445
	Iteration 32Q: 3 clusters Score -5366038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5366037.000000 Penalty: 5109.606445
	Iteration 33Q: 3 clusters Score -5366037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5366036.000000 Penalty: 5109.606445
	Iteration 34Q: 3 clusters Score -5366036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5366032.500000 Penalty: 5109.606445
	Iteration 35Q: 3 clusters Score -5366032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5366031.000000 Penalty: 5109.606445
	Iteration 36Q: 3 clusters Score -5366031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5366031.000000 Penalty: 5109.606445
	Iteration 37F: 3 clusters Score -5366031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Entering Unmasked Estep 
Score: -7920106.000000 Penalty: 2643.769287
	Iteration 0F: 2 clusters Score -7920106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -7891564.500000 Penalty: 5287.538574
	Iteration 0F: 3 clusters Score -7891564 nChanged 19581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -7902273.500000 Penalty: 5287.538574
	Iteration 1F: 3 clusters Score -7902274 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -7902845.500000 Penalty: 5287.538574
	Iteration 2Q: 3 clusters Score -7902846 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -7903516.000000 Penalty: 5287.538574
	Iteration 3Q: 3 clusters Score -7903516 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -7904572.000000 Penalty: 5287.538574
	Iteration 4Q: 3 clusters Score -7904572 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -7906229.000000 Penalty: 5287.538574
	Iteration 5F: 3 clusters Score -7906229 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -7908615.500000 Penalty: 5287.538574
	Iteration 6F: 3 clusters Score -7908616 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -7911446.000000 Penalty: 5287.538574
	Iteration 7F: 3 clusters Score -7911446 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -7914197.000000 Penalty: 5287.538574
	Iteration 8F: 3 clusters Score -7914197 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -7916163.000000 Penalty: 5287.538574
	Iteration 9Q: 3 clusters Score -7916163 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -7917228.000000 Penalty: 5287.538574
	Iteration 10Q: 3 clusters Score -7917228 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -7917734.000000 Penalty: 5287.538574
	Iteration 11Q: 3 clusters Score -7917734 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -7917948.500000 Penalty: 5287.538574
	Iteration 12Q: 3 clusters Score -7917948 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7918086.500000 Penalty: 5287.538574
	Iteration 13Q: 3 clusters Score -7918086 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -7918160.500000 Penalty: 5287.538574
	Iteration 14Q: 3 clusters Score -7918160 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -7918166.500000 Penalty: 5287.538574
	Iteration 15Q: 3 clusters Score -7918166 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -7918236.000000 Penalty: 5287.538574
	Iteration 16Q: 3 clusters Score -7918236 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -7918276.500000 Penalty: 5287.538574
	Iteration 17Q: 3 clusters Score -7918276 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -7918311.500000 Penalty: 5287.538574
	Iteration 18Q: 3 clusters Score -7918312 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -7918343.000000 Penalty: 5287.538574
	Iteration 19Q: 3 clusters Score -7918343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7918389.500000 Penalty: 5287.538574
	Iteration 20F: 3 clusters Score -7918390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -7918421.500000 Penalty: 5287.538574
	Iteration 21Q: 3 clusters Score -7918422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7918424.500000 Penalty: 5287.538574
	Iteration 22Q: 3 clusters Score -7918424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -7918443.500000 Penalty: 5287.538574
	Iteration 23Q: 3 clusters Score -7918444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7918456.000000 Penalty: 5287.538574
	Iteration 24Q: 3 clusters Score -7918456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7918458.500000 Penalty: 5287.538574
	Iteration 25Q: 3 clusters Score -7918458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7918484.500000 Penalty: 5287.538574
	Iteration 26Q: 3 clusters Score -7918484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7918497.000000 Penalty: 5287.538574
	Iteration 27Q: 3 clusters Score -7918497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7918509.000000 Penalty: 5287.538574
	Iteration 28Q: 3 clusters Score -7918509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -7918514.500000 Penalty: 5287.538574
	Iteration 29Q: 3 clusters Score -7918514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -7918530.000000 Penalty: 5287.538574
	Iteration 30Q: 3 clusters Score -7918530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -7918534.000000 Penalty: 5287.538574
	Iteration 31Q: 3 clusters Score -7918534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7918540.000000 Penalty: 5287.538574
	Iteration 32Q: 3 clusters Score -7918540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7918544.500000 Penalty: 5287.538574
	Iteration 33Q: 3 clusters Score -7918544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7918548.500000 Penalty: 5287.538574
	Iteration 34Q: 3 clusters Score -7918548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -7918548.000000 Penalty: 5287.538574
	Iteration 35Q: 3 clusters Score -7918548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7918549.000000 Penalty: 5287.538574
	Iteration 36Q: 3 clusters Score -7918549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7918551.000000 Penalty: 5287.538574
	Iteration 37Q: 3 clusters Score -7918551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7918571.500000 Penalty: 5287.538574
	Iteration 38Q: 3 clusters Score -7918572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -7918570.000000 Penalty: 5287.538574
	Iteration 39Q: 3 clusters Score -7918570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7918577.000000 Penalty: 5287.538574
	Iteration 40F: 3 clusters Score -7918577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7918581.000000 Penalty: 5287.538574
	Iteration 41Q: 3 clusters Score -7918581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7918588.500000 Penalty: 5287.538574
	Iteration 42Q: 3 clusters Score -7918588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7918578.500000 Penalty: 5287.538574
	Iteration 43Q: 3 clusters Score -7918578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7918586.000000 Penalty: 5287.538574
	Iteration 44Q: 3 clusters Score -7918586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7918588.500000 Penalty: 5287.538574
	Iteration 45Q: 3 clusters Score -7918588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -7918594.500000 Penalty: 5287.538574
	Iteration 46Q: 3 clusters Score -7918594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7918590.000000 Penalty: 5287.538574
	Iteration 47Q: 3 clusters Score -7918590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7918599.500000 Penalty: 5287.538574
	Iteration 48Q: 3 clusters Score -7918600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -7918592.500000 Penalty: 5287.538574
	Iteration 49Q: 3 clusters Score -7918592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7918589.500000 Penalty: 5287.538574
	Iteration 50Q: 3 clusters Score -7918590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7918591.500000 Penalty: 5287.538574
	Iteration 51Q: 3 clusters Score -7918592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7918598.500000 Penalty: 5287.538574
	Iteration 52Q: 3 clusters Score -7918598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7918602.500000 Penalty: 5287.538574
	Iteration 53Q: 3 clusters Score -7918602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7918602.000000 Penalty: 5287.538574
	Iteration 54Q: 3 clusters Score -7918602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7918603.500000 Penalty: 5287.538574
	Iteration 55Q: 3 clusters Score -7918604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7918602.000000 Penalty: 5287.538574
	Iteration 56Q: 3 clusters Score -7918602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7918600.500000 Penalty: 5287.538574
	Iteration 57Q: 3 clusters Score -7918600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -7918605.500000 Penalty: 5287.538574
	Iteration 58Q: 3 clusters Score -7918606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -7918612.500000 Penalty: 5287.538574
	Iteration 59Q: 3 clusters Score -7918612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -7918615.500000 Penalty: 5287.538574
	Iteration 60F: 3 clusters Score -7918616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7918613.000000 Penalty: 5287.538574
	Iteration 61Q: 3 clusters Score -7918613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7918611.500000 Penalty: 5287.538574
	Iteration 62Q: 3 clusters Score -7918612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7918614.000000 Penalty: 5287.538574
	Iteration 63Q: 3 clusters Score -7918614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7918614.000000 Penalty: 5287.538574
	Iteration 64Q: 3 clusters Score -7918614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7918617.500000 Penalty: 5287.538574
	Iteration 65Q: 3 clusters Score -7918618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7918617.000000 Penalty: 5287.538574
	Iteration 66Q: 3 clusters Score -7918617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7918612.000000 Penalty: 5287.538574
	Iteration 67Q: 3 clusters Score -7918612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7918612.000000 Penalty: 5287.538574
	Iteration 68F: 3 clusters Score -7918612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Entering Unmasked Estep 
Score: -8476068.000000 Penalty: 2660.634521
	Iteration 0F: 2 clusters Score -8476068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -8446594.000000 Penalty: 5321.269043
	Iteration 0F: 3 clusters Score -8446594 nChanged 20992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -8458097.000000 Penalty: 5321.269043
	Iteration 1F: 3 clusters Score -8458097 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -8458567.000000 Penalty: 5321.269043
	Iteration 2Q: 3 clusters Score -8458567 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -8459003.000000 Penalty: 5321.269043
	Iteration 3Q: 3 clusters Score -8459003 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -8459619.000000 Penalty: 5321.269043
	Iteration 4Q: 3 clusters Score -8459619 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -8460528.000000 Penalty: 5321.269043
	Iteration 5Q: 3 clusters Score -8460528 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -8461876.000000 Penalty: 5321.269043
	Iteration 6Q: 3 clusters Score -8461876 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -8463638.000000 Penalty: 5321.269043
	Iteration 7F: 3 clusters Score -8463638 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -8465971.000000 Penalty: 5321.269043
	Iteration 8F: 3 clusters Score -8465971 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -8468955.000000 Penalty: 5321.269043
	Iteration 9F: 3 clusters Score -8468955 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -8472047.000000 Penalty: 5321.269043
	Iteration 10F: 3 clusters Score -8472047 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -8473818.000000 Penalty: 5321.269043
	Iteration 11F: 3 clusters Score -8473818 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -8474354.000000 Penalty: 5321.269043
	Iteration 12Q: 3 clusters Score -8474354 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -8474570.000000 Penalty: 5321.269043
	Iteration 13Q: 3 clusters Score -8474570 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -8474677.000000 Penalty: 5321.269043
	Iteration 14Q: 3 clusters Score -8474677 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -8474772.000000 Penalty: 5321.269043
	Iteration 15Q: 3 clusters Score -8474772 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -8474815.000000 Penalty: 5321.269043
	Iteration 16Q: 3 clusters Score -8474815 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -8474852.000000 Penalty: 5321.269043
	Iteration 17Q: 3 clusters Score -8474852 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -8474863.000000 Penalty: 5321.269043
	Iteration 18Q: 3 clusters Score -8474863 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -8474883.000000 Penalty: 5321.269043
	Iteration 19Q: 3 clusters Score -8474883 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -8474883.000000 Penalty: 5321.269043
	Iteration 20F: 3 clusters Score -8474883 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -8474900.000000 Penalty: 5321.269043
	Iteration 21Q: 3 clusters Score -8474900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -8474900.000000 Penalty: 5321.269043
	Iteration 22Q: 3 clusters Score -8474900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -8474896.000000 Penalty: 5321.269043
	Iteration 23Q: 3 clusters Score -8474896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -8474902.000000 Penalty: 5321.269043
	Iteration 24Q: 3 clusters Score -8474902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -8474895.000000 Penalty: 5321.269043
	Iteration 25Q: 3 clusters Score -8474895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -8474917.000000 Penalty: 5321.269043
	Iteration 26Q: 3 clusters Score -8474917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -8474936.000000 Penalty: 5321.269043
	Iteration 27Q: 3 clusters Score -8474936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -8474926.000000 Penalty: 5321.269043
	Iteration 28Q: 3 clusters Score -8474926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -8474932.000000 Penalty: 5321.269043
	Iteration 29Q: 3 clusters Score -8474932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -8474946.000000 Penalty: 5321.269043
	Iteration 30Q: 3 clusters Score -8474946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -8474952.000000 Penalty: 5321.269043
	Iteration 31Q: 3 clusters Score -8474952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -8474953.000000 Penalty: 5321.269043
	Iteration 32Q: 3 clusters Score -8474953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -8474951.000000 Penalty: 5321.269043
	Iteration 33Q: 3 clusters Score -8474951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -8474955.000000 Penalty: 5321.269043
	Iteration 34Q: 3 clusters Score -8474955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -8474961.000000 Penalty: 5321.269043
	Iteration 35Q: 3 clusters Score -8474961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -8474952.000000 Penalty: 5321.269043
	Iteration 36Q: 3 clusters Score -8474952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -8474948.000000 Penalty: 5321.269043
	Iteration 37Q: 3 clusters Score -8474948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -8474947.000000 Penalty: 5321.269043
	Iteration 38Q: 3 clusters Score -8474947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -8474938.000000 Penalty: 5321.269043
	Iteration 39Q: 3 clusters Score -8474938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -8474936.000000 Penalty: 5321.269043
	Iteration 40F: 3 clusters Score -8474936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -8474935.000000 Penalty: 5321.269043
	Iteration 41Q: 3 clusters Score -8474935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -8474935.000000 Penalty: 5321.269043
	Iteration 42F: 3 clusters Score -8474935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Entering Unmasked Estep 
Score: -8607124.000000 Penalty: 2661.009033
	Iteration 0F: 2 clusters Score -8607124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -8578754.000000 Penalty: 5322.018066
	Iteration 0F: 3 clusters Score -8578754 nChanged 21094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -8590493.000000 Penalty: 5322.018066
	Iteration 1F: 3 clusters Score -8590493 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -8591280.000000 Penalty: 5322.018066
	Iteration 2Q: 3 clusters Score -8591280 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -8592190.000000 Penalty: 5322.018066
	Iteration 3Q: 3 clusters Score -8592190 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -8593262.000000 Penalty: 5322.018066
	Iteration 4F: 3 clusters Score -8593262 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -8594456.000000 Penalty: 5322.018066
	Iteration 5F: 3 clusters Score -8594456 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -8595740.000000 Penalty: 5322.018066
	Iteration 6F: 3 clusters Score -8595740 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -8597117.000000 Penalty: 5322.018066
	Iteration 7F: 3 clusters Score -8597117 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -8598537.000000 Penalty: 5322.018066
	Iteration 8F: 3 clusters Score -8598537 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -8599929.000000 Penalty: 5322.018066
	Iteration 9Q: 3 clusters Score -8599929 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -8601051.000000 Penalty: 5322.018066
	Iteration 10Q: 3 clusters Score -8601051 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -8601681.000000 Penalty: 5322.018066
	Iteration 11Q: 3 clusters Score -8601681 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -8602066.000000 Penalty: 5322.018066
	Iteration 12Q: 3 clusters Score -8602066 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -8602257.000000 Penalty: 5322.018066
	Iteration 13Q: 3 clusters Score -8602257 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -8602367.000000 Penalty: 5322.018066
	Iteration 14Q: 3 clusters Score -8602367 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -8602429.000000 Penalty: 5322.018066
	Iteration 15Q: 3 clusters Score -8602429 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -8602517.000000 Penalty: 5322.018066
	Iteration 16Q: 3 clusters Score -8602517 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -8602594.000000 Penalty: 5322.018066
	Iteration 17Q: 3 clusters Score -8602594 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -8602655.000000 Penalty: 5322.018066
	Iteration 18Q: 3 clusters Score -8602655 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -8602776.000000 Penalty: 5322.018066
	Iteration 19Q: 3 clusters Score -8602776 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -8602828.000000 Penalty: 5322.018066
	Iteration 20F: 3 clusters Score -8602828 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -8602941.000000 Penalty: 5322.018066
	Iteration 21Q: 3 clusters Score -8602941 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -8602989.000000 Penalty: 5322.018066
	Iteration 22Q: 3 clusters Score -8602989 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -8603020.000000 Penalty: 5322.018066
	Iteration 23Q: 3 clusters Score -8603020 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -8603039.000000 Penalty: 5322.018066
	Iteration 24Q: 3 clusters Score -8603039 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -8603104.000000 Penalty: 5322.018066
	Iteration 25Q: 3 clusters Score -8603104 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -8603129.000000 Penalty: 5322.018066
	Iteration 26Q: 3 clusters Score -8603129 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -8603164.000000 Penalty: 5322.018066
	Iteration 27Q: 3 clusters Score -8603164 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -8603162.000000 Penalty: 5322.018066
	Iteration 28Q: 3 clusters Score -8603162 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -8603191.000000 Penalty: 5322.018066
	Iteration 29Q: 3 clusters Score -8603191 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -8603213.000000 Penalty: 5322.018066
	Iteration 30Q: 3 clusters Score -8603213 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -8603217.000000 Penalty: 5322.018066
	Iteration 31Q: 3 clusters Score -8603217 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -8603220.000000 Penalty: 5322.018066
	Iteration 32Q: 3 clusters Score -8603220 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -8603249.000000 Penalty: 5322.018066
	Iteration 33Q: 3 clusters Score -8603249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -8603258.000000 Penalty: 5322.018066
	Iteration 34Q: 3 clusters Score -8603258 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -8603268.000000 Penalty: 5322.018066
	Iteration 35Q: 3 clusters Score -8603268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -8603271.000000 Penalty: 5322.018066
	Iteration 36Q: 3 clusters Score -8603271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -8603271.000000 Penalty: 5322.018066
	Iteration 37Q: 3 clusters Score -8603271 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -8603254.000000 Penalty: 5322.018066
	Iteration 38Q: 3 clusters Score -8603254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -8603239.000000 Penalty: 5322.018066
	Iteration 39Q: 3 clusters Score -8603239 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -8603242.000000 Penalty: 5322.018066
	Iteration 40F: 3 clusters Score -8603242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -8603241.000000 Penalty: 5322.018066
	Iteration 41Q: 3 clusters Score -8603241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -8603246.000000 Penalty: 5322.018066
	Iteration 42Q: 3 clusters Score -8603246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -8603231.000000 Penalty: 5322.018066
	Iteration 43Q: 3 clusters Score -8603231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -8603225.000000 Penalty: 5322.018066
	Iteration 44Q: 3 clusters Score -8603225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -8603238.000000 Penalty: 5322.018066
	Iteration 45Q: 3 clusters Score -8603238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -8603226.000000 Penalty: 5322.018066
	Iteration 46Q: 3 clusters Score -8603226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -8603217.000000 Penalty: 5322.018066
	Iteration 47Q: 3 clusters Score -8603217 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -8603217.000000 Penalty: 5322.018066
	Iteration 48Q: 3 clusters Score -8603217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -8603213.000000 Penalty: 5322.018066
	Iteration 49Q: 3 clusters Score -8603213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -8603223.000000 Penalty: 5322.018066
	Iteration 50Q: 3 clusters Score -8603223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -8603213.000000 Penalty: 5322.018066
	Iteration 51Q: 3 clusters Score -8603213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -8603216.000000 Penalty: 5322.018066
	Iteration 52Q: 3 clusters Score -8603216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -8603218.000000 Penalty: 5322.018066
	Iteration 53Q: 3 clusters Score -8603218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -8603228.000000 Penalty: 5322.018066
	Iteration 54Q: 3 clusters Score -8603228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -8603222.000000 Penalty: 5322.018066
	Iteration 55Q: 3 clusters Score -8603222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -8603209.000000 Penalty: 5322.018066
	Iteration 56Q: 3 clusters Score -8603209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -8603201.000000 Penalty: 5322.018066
	Iteration 57Q: 3 clusters Score -8603201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -8603195.000000 Penalty: 5322.018066
	Iteration 58Q: 3 clusters Score -8603195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -8603189.000000 Penalty: 5322.018066
	Iteration 59Q: 3 clusters Score -8603189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -8603199.000000 Penalty: 5322.018066
	Iteration 60F: 3 clusters Score -8603199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -8603186.000000 Penalty: 5322.018066
	Iteration 61Q: 3 clusters Score -8603186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -8603190.000000 Penalty: 5322.018066
	Iteration 62Q: 3 clusters Score -8603190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -8603191.000000 Penalty: 5322.018066
	Iteration 63Q: 3 clusters Score -8603191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -8603177.000000 Penalty: 5322.018066
	Iteration 64Q: 3 clusters Score -8603177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -8603172.000000 Penalty: 5322.018066
	Iteration 65Q: 3 clusters Score -8603172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -8603185.000000 Penalty: 5322.018066
	Iteration 66Q: 3 clusters Score -8603185 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -8603181.000000 Penalty: 5322.018066
	Iteration 67Q: 3 clusters Score -8603181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -8603162.000000 Penalty: 5322.018066
	Iteration 68Q: 3 clusters Score -8603162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -8603168.000000 Penalty: 5322.018066
	Iteration 69Q: 3 clusters Score -8603168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -8603149.000000 Penalty: 5322.018066
	Iteration 70Q: 3 clusters Score -8603149 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 5322.018066
	Iteration 71Q: 3 clusters Score -8603146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -8603148.000000 Penalty: 5322.018066
	Iteration 72Q: 3 clusters Score -8603148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -8603142.000000 Penalty: 5322.018066
	Iteration 73Q: 3 clusters Score -8603142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -8603139.000000 Penalty: 5322.018066
	Iteration 74Q: 3 clusters Score -8603139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -8603118.000000 Penalty: 5322.018066
	Iteration 75Q: 3 clusters Score -8603118 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -8603109.000000 Penalty: 5322.018066
	Iteration 76Q: 3 clusters Score -8603109 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -8603109.000000 Penalty: 5322.018066
	Iteration 77Q: 3 clusters Score -8603109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -8603103.000000 Penalty: 5322.018066
	Iteration 78Q: 3 clusters Score -8603103 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -8603109.000000 Penalty: 5322.018066
	Iteration 79Q: 3 clusters Score -8603109 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -8603103.000000 Penalty: 5322.018066
	Iteration 80F: 3 clusters Score -8603103 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -8603120.000000 Penalty: 5322.018066
	Iteration 81Q: 3 clusters Score -8603120 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -8603101.000000 Penalty: 5322.018066
	Iteration 82Q: 3 clusters Score -8603101 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -8603079.000000 Penalty: 5322.018066
	Iteration 83Q: 3 clusters Score -8603079 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -8603072.000000 Penalty: 5322.018066
	Iteration 84Q: 3 clusters Score -8603072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -8603057.000000 Penalty: 5322.018066
	Iteration 85Q: 3 clusters Score -8603057 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -8603034.000000 Penalty: 5322.018066
	Iteration 86Q: 3 clusters Score -8603034 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -8603007.000000 Penalty: 5322.018066
	Iteration 87Q: 3 clusters Score -8603007 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -8602983.000000 Penalty: 5322.018066
	Iteration 88Q: 3 clusters Score -8602983 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -8602997.000000 Penalty: 5322.018066
	Iteration 89Q: 3 clusters Score -8602997 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -8603001.000000 Penalty: 5322.018066
	Iteration 90Q: 3 clusters Score -8603001 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -8602999.000000 Penalty: 5322.018066
	Iteration 91Q: 3 clusters Score -8602999 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -8602995.000000 Penalty: 5322.018066
	Iteration 92Q: 3 clusters Score -8602995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -8602995.000000 Penalty: 5322.018066
	Iteration 93Q: 3 clusters Score -8602995 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -8602993.000000 Penalty: 5322.018066
	Iteration 94Q: 3 clusters Score -8602993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -8602990.000000 Penalty: 5322.018066
	Iteration 95Q: 3 clusters Score -8602990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -8603003.000000 Penalty: 5322.018066
	Iteration 96Q: 3 clusters Score -8603003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -8602997.000000 Penalty: 5322.018066
	Iteration 97Q: 3 clusters Score -8602997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -8602983.000000 Penalty: 5322.018066
	Iteration 98Q: 3 clusters Score -8602983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -8602988.000000 Penalty: 5322.018066
	Iteration 99Q: 3 clusters Score -8602988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -8602983.000000 Penalty: 5322.018066
	Iteration 100F: 3 clusters Score -8602983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -8602985.000000 Penalty: 5322.018066
	Iteration 101Q: 3 clusters Score -8602985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -8602995.000000 Penalty: 5322.018066
	Iteration 102Q: 3 clusters Score -8602995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -8602984.000000 Penalty: 5322.018066
	Iteration 103Q: 3 clusters Score -8602984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -8602984.000000 Penalty: 5322.018066
	Iteration 104Q: 3 clusters Score -8602984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -8602972.000000 Penalty: 5322.018066
	Iteration 105Q: 3 clusters Score -8602972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -8602960.000000 Penalty: 5322.018066
	Iteration 106Q: 3 clusters Score -8602960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -8602977.000000 Penalty: 5322.018066
	Iteration 107Q: 3 clusters Score -8602977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -8602973.000000 Penalty: 5322.018066
	Iteration 108Q: 3 clusters Score -8602973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -8602963.000000 Penalty: 5322.018066
	Iteration 109Q: 3 clusters Score -8602963 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -8602975.000000 Penalty: 5322.018066
	Iteration 110Q: 3 clusters Score -8602975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -8602975.000000 Penalty: 5322.018066
	Iteration 111Q: 3 clusters Score -8602975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -8602975.000000 Penalty: 5322.018066
	Iteration 112Q: 3 clusters Score -8602975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -8602970.000000 Penalty: 5322.018066
	Iteration 113Q: 3 clusters Score -8602970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -8602987.000000 Penalty: 5322.018066
	Iteration 114Q: 3 clusters Score -8602987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -8602979.000000 Penalty: 5322.018066
	Iteration 115Q: 3 clusters Score -8602979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -8602971.000000 Penalty: 5322.018066
	Iteration 116Q: 3 clusters Score -8602971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -8602962.000000 Penalty: 5322.018066
	Iteration 117Q: 3 clusters Score -8602962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -8602968.000000 Penalty: 5322.018066
	Iteration 118Q: 3 clusters Score -8602968 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -8602976.000000 Penalty: 5322.018066
	Iteration 119Q: 3 clusters Score -8602976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -8602978.000000 Penalty: 5322.018066
	Iteration 120F: 3 clusters Score -8602978 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -8602971.000000 Penalty: 5322.018066
	Iteration 121Q: 3 clusters Score -8602971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8602985.000000 Penalty: 5322.018066
	Iteration 122Q: 3 clusters Score -8602985 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -8602982.000000 Penalty: 5322.018066
	Iteration 123Q: 3 clusters Score -8602982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -8602994.000000 Penalty: 5322.018066
	Iteration 124Q: 3 clusters Score -8602994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -8603001.000000 Penalty: 5322.018066
	Iteration 125Q: 3 clusters Score -8603001 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -8602970.000000 Penalty: 5322.018066
	Iteration 126Q: 3 clusters Score -8602970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8602977.000000 Penalty: 5322.018066
	Iteration 127Q: 3 clusters Score -8602977 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -8602967.000000 Penalty: 5322.018066
	Iteration 128Q: 3 clusters Score -8602967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -8602965.000000 Penalty: 5322.018066
	Iteration 129Q: 3 clusters Score -8602965 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -8602966.000000 Penalty: 5322.018066
	Iteration 130Q: 3 clusters Score -8602966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -8602952.000000 Penalty: 5322.018066
	Iteration 131Q: 3 clusters Score -8602952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -8602954.000000 Penalty: 5322.018066
	Iteration 132Q: 3 clusters Score -8602954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -8602944.000000 Penalty: 5322.018066
	Iteration 133Q: 3 clusters Score -8602944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -8602946.000000 Penalty: 5322.018066
	Iteration 134Q: 3 clusters Score -8602946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -8602958.000000 Penalty: 5322.018066
	Iteration 135Q: 3 clusters Score -8602958 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8602962.000000 Penalty: 5322.018066
	Iteration 136Q: 3 clusters Score -8602962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -8602954.000000 Penalty: 5322.018066
	Iteration 137Q: 3 clusters Score -8602954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -8602942.000000 Penalty: 5322.018066
	Iteration 138Q: 3 clusters Score -8602942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -8602970.000000 Penalty: 5322.018066
	Iteration 139Q: 3 clusters Score -8602970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -8602969.000000 Penalty: 5322.018066
	Iteration 140F: 3 clusters Score -8602969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -8602967.000000 Penalty: 5322.018066
	Iteration 141Q: 3 clusters Score -8602967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -8602946.000000 Penalty: 5322.018066
	Iteration 142Q: 3 clusters Score -8602946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -8602952.000000 Penalty: 5322.018066
	Iteration 143Q: 3 clusters Score -8602952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -8602928.000000 Penalty: 5322.018066
	Iteration 144Q: 3 clusters Score -8602928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -8602927.000000 Penalty: 5322.018066
	Iteration 145Q: 3 clusters Score -8602927 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -8602945.000000 Penalty: 5322.018066
	Iteration 146Q: 3 clusters Score -8602945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -8602925.000000 Penalty: 5322.018066
	Iteration 147Q: 3 clusters Score -8602925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -8602922.000000 Penalty: 5322.018066
	Iteration 148Q: 3 clusters Score -8602922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -8602936.000000 Penalty: 5322.018066
	Iteration 149Q: 3 clusters Score -8602936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -8602938.000000 Penalty: 5322.018066
	Iteration 150Q: 3 clusters Score -8602938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -8602928.000000 Penalty: 5322.018066
	Iteration 151Q: 3 clusters Score -8602928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -8602920.000000 Penalty: 5322.018066
	Iteration 152Q: 3 clusters Score -8602920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -8602941.000000 Penalty: 5322.018066
	Iteration 153Q: 3 clusters Score -8602941 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -8602941.000000 Penalty: 5322.018066
	Iteration 154Q: 3 clusters Score -8602941 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -8602920.000000 Penalty: 5322.018066
	Iteration 155Q: 3 clusters Score -8602920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -8602916.000000 Penalty: 5322.018066
	Iteration 156Q: 3 clusters Score -8602916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -8602912.000000 Penalty: 5322.018066
	Iteration 157Q: 3 clusters Score -8602912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -8602904.000000 Penalty: 5322.018066
	Iteration 158Q: 3 clusters Score -8602904 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -8602891.000000 Penalty: 5322.018066
	Iteration 159Q: 3 clusters Score -8602891 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -8602856.000000 Penalty: 5322.018066
	Iteration 160F: 3 clusters Score -8602856 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -8602901.000000 Penalty: 5322.018066
	Iteration 161Q: 3 clusters Score -8602901 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -8602910.000000 Penalty: 5322.018066
	Iteration 162Q: 3 clusters Score -8602910 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -8602926.000000 Penalty: 5322.018066
	Iteration 163Q: 3 clusters Score -8602926 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -8602884.000000 Penalty: 5322.018066
	Iteration 164Q: 3 clusters Score -8602884 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -8602889.000000 Penalty: 5322.018066
	Iteration 165Q: 3 clusters Score -8602889 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -8602894.000000 Penalty: 5322.018066
	Iteration 166Q: 3 clusters Score -8602894 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -8602882.000000 Penalty: 5322.018066
	Iteration 167Q: 3 clusters Score -8602882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -8602887.000000 Penalty: 5322.018066
	Iteration 168Q: 3 clusters Score -8602887 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -8602878.000000 Penalty: 5322.018066
	Iteration 169Q: 3 clusters Score -8602878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -8602879.000000 Penalty: 5322.018066
	Iteration 170Q: 3 clusters Score -8602879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -8602874.000000 Penalty: 5322.018066
	Iteration 171Q: 3 clusters Score -8602874 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -8602884.000000 Penalty: 5322.018066
	Iteration 172Q: 3 clusters Score -8602884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -8602867.000000 Penalty: 5322.018066
	Iteration 173Q: 3 clusters Score -8602867 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -8602854.000000 Penalty: 5322.018066
	Iteration 174Q: 3 clusters Score -8602854 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -8602878.000000 Penalty: 5322.018066
	Iteration 175Q: 3 clusters Score -8602878 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -8602852.000000 Penalty: 5322.018066
	Iteration 176Q: 3 clusters Score -8602852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -8602891.000000 Penalty: 5322.018066
	Iteration 177Q: 3 clusters Score -8602891 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -8602865.000000 Penalty: 5322.018066
	Iteration 178Q: 3 clusters Score -8602865 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -8602870.000000 Penalty: 5322.018066
	Iteration 179Q: 3 clusters Score -8602870 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -8602871.000000 Penalty: 5322.018066
	Iteration 180F: 3 clusters Score -8602871 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -8602892.000000 Penalty: 5322.018066
	Iteration 181Q: 3 clusters Score -8602892 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -8602891.000000 Penalty: 5322.018066
	Iteration 182Q: 3 clusters Score -8602891 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -8602879.000000 Penalty: 5322.018066
	Iteration 183Q: 3 clusters Score -8602879 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -8602873.000000 Penalty: 5322.018066
	Iteration 184Q: 3 clusters Score -8602873 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -8602862.000000 Penalty: 5322.018066
	Iteration 185Q: 3 clusters Score -8602862 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -8602872.000000 Penalty: 5322.018066
	Iteration 186Q: 3 clusters Score -8602872 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -8602871.000000 Penalty: 5322.018066
	Iteration 187Q: 3 clusters Score -8602871 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -8602866.000000 Penalty: 5322.018066
	Iteration 188Q: 3 clusters Score -8602866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -8602874.000000 Penalty: 5322.018066
	Iteration 189Q: 3 clusters Score -8602874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -8602884.000000 Penalty: 5322.018066
	Iteration 190Q: 3 clusters Score -8602884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -8602894.000000 Penalty: 5322.018066
	Iteration 191Q: 3 clusters Score -8602894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -8602874.000000 Penalty: 5322.018066
	Iteration 192Q: 3 clusters Score -8602874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -8602871.000000 Penalty: 5322.018066
	Iteration 193Q: 3 clusters Score -8602871 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -8602893.000000 Penalty: 5322.018066
	Iteration 194Q: 3 clusters Score -8602893 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -8602874.000000 Penalty: 5322.018066
	Iteration 195Q: 3 clusters Score -8602874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -8602885.000000 Penalty: 5322.018066
	Iteration 196Q: 3 clusters Score -8602885 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -8602907.000000 Penalty: 5322.018066
	Iteration 197Q: 3 clusters Score -8602907 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -8602906.000000 Penalty: 5322.018066
	Iteration 198Q: 3 clusters Score -8602906 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -8602895.000000 Penalty: 5322.018066
	Iteration 199Q: 3 clusters Score -8602895 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -8602899.000000 Penalty: 5322.018066
	Iteration 200F: 3 clusters Score -8602899 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -8602868.000000 Penalty: 5322.018066
	Iteration 201Q: 3 clusters Score -8602868 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -8602853.000000 Penalty: 5322.018066
	Iteration 202Q: 3 clusters Score -8602853 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -8602846.000000 Penalty: 5322.018066
	Iteration 203Q: 3 clusters Score -8602846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -8602862.000000 Penalty: 5322.018066
	Iteration 204Q: 3 clusters Score -8602862 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -8602875.000000 Penalty: 5322.018066
	Iteration 205Q: 3 clusters Score -8602875 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -8602884.000000 Penalty: 5322.018066
	Iteration 206Q: 3 clusters Score -8602884 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -8602883.000000 Penalty: 5322.018066
	Iteration 207Q: 3 clusters Score -8602883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -8602892.000000 Penalty: 5322.018066
	Iteration 208Q: 3 clusters Score -8602892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -8602892.000000 Penalty: 5322.018066
	Iteration 209Q: 3 clusters Score -8602892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -8602905.000000 Penalty: 5322.018066
	Iteration 210Q: 3 clusters Score -8602905 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -8602908.000000 Penalty: 5322.018066
	Iteration 211Q: 3 clusters Score -8602908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -8602917.000000 Penalty: 5322.018066
	Iteration 212Q: 3 clusters Score -8602917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -8602920.000000 Penalty: 5322.018066
	Iteration 213Q: 3 clusters Score -8602920 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -8602899.000000 Penalty: 5322.018066
	Iteration 214Q: 3 clusters Score -8602899 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -8602917.000000 Penalty: 5322.018066
	Iteration 215Q: 3 clusters Score -8602917 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -8602931.000000 Penalty: 5322.018066
	Iteration 216Q: 3 clusters Score -8602931 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -8602913.000000 Penalty: 5322.018066
	Iteration 217Q: 3 clusters Score -8602913 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -8602912.000000 Penalty: 5322.018066
	Iteration 218Q: 3 clusters Score -8602912 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -8602919.000000 Penalty: 5322.018066
	Iteration 219Q: 3 clusters Score -8602919 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -8602904.000000 Penalty: 5322.018066
	Iteration 220F: 3 clusters Score -8602904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -8602918.000000 Penalty: 5322.018066
	Iteration 221Q: 3 clusters Score -8602918 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -8602929.000000 Penalty: 5322.018066
	Iteration 222Q: 3 clusters Score -8602929 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -8602931.000000 Penalty: 5322.018066
	Iteration 223Q: 3 clusters Score -8602931 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -8602949.000000 Penalty: 5322.018066
	Iteration 224Q: 3 clusters Score -8602949 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -8602970.000000 Penalty: 5322.018066
	Iteration 225Q: 3 clusters Score -8602970 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -8602982.000000 Penalty: 5322.018066
	Iteration 226Q: 3 clusters Score -8602982 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -8602982.000000 Penalty: 5322.018066
	Iteration 227Q: 3 clusters Score -8602982 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -8602981.000000 Penalty: 5322.018066
	Iteration 228Q: 3 clusters Score -8602981 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -8602976.000000 Penalty: 5322.018066
	Iteration 229Q: 3 clusters Score -8602976 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -8602967.000000 Penalty: 5322.018066
	Iteration 230Q: 3 clusters Score -8602967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -8602958.000000 Penalty: 5322.018066
	Iteration 231Q: 3 clusters Score -8602958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -8602970.000000 Penalty: 5322.018066
	Iteration 232Q: 3 clusters Score -8602970 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -8602965.000000 Penalty: 5322.018066
	Iteration 233Q: 3 clusters Score -8602965 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -8602969.000000 Penalty: 5322.018066
	Iteration 234Q: 3 clusters Score -8602969 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -8602976.000000 Penalty: 5322.018066
	Iteration 235Q: 3 clusters Score -8602976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -8602986.000000 Penalty: 5322.018066
	Iteration 236Q: 3 clusters Score -8602986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -8602983.000000 Penalty: 5322.018066
	Iteration 237Q: 3 clusters Score -8602983 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -8602997.000000 Penalty: 5322.018066
	Iteration 238Q: 3 clusters Score -8602997 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -8602991.000000 Penalty: 5322.018066
	Iteration 239Q: 3 clusters Score -8602991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -8603004.000000 Penalty: 5322.018066
	Iteration 240F: 3 clusters Score -8603004 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -8603026.000000 Penalty: 5322.018066
	Iteration 241Q: 3 clusters Score -8603026 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -8603033.000000 Penalty: 5322.018066
	Iteration 242Q: 3 clusters Score -8603033 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -8603035.000000 Penalty: 5322.018066
	Iteration 243Q: 3 clusters Score -8603035 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -8603033.000000 Penalty: 5322.018066
	Iteration 244Q: 3 clusters Score -8603033 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -8603034.000000 Penalty: 5322.018066
	Iteration 245Q: 3 clusters Score -8603034 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -8603025.000000 Penalty: 5322.018066
	Iteration 246Q: 3 clusters Score -8603025 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -8603043.000000 Penalty: 5322.018066
	Iteration 247Q: 3 clusters Score -8603043 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -8603060.000000 Penalty: 5322.018066
	Iteration 248Q: 3 clusters Score -8603060 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -8603074.000000 Penalty: 5322.018066
	Iteration 249Q: 3 clusters Score -8603074 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -8603104.000000 Penalty: 5322.018066
	Iteration 250Q: 3 clusters Score -8603104 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -8603142.000000 Penalty: 5322.018066
	Iteration 251Q: 3 clusters Score -8603142 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -8603172.000000 Penalty: 5322.018066
	Iteration 252Q: 3 clusters Score -8603172 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -8603249.000000 Penalty: 5322.018066
	Iteration 253Q: 3 clusters Score -8603249 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -8603273.000000 Penalty: 5322.018066
	Iteration 254Q: 3 clusters Score -8603273 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -8603301.000000 Penalty: 5322.018066
	Iteration 255Q: 3 clusters Score -8603301 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -8603395.000000 Penalty: 5322.018066
	Iteration 256Q: 3 clusters Score -8603395 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -8603466.000000 Penalty: 5322.018066
	Iteration 257Q: 3 clusters Score -8603466 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -8603521.000000 Penalty: 5322.018066
	Iteration 258Q: 3 clusters Score -8603521 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -8603607.000000 Penalty: 5322.018066
	Iteration 259Q: 3 clusters Score -8603607 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -8603720.000000 Penalty: 5322.018066
	Iteration 260F: 3 clusters Score -8603720 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -8603888.000000 Penalty: 5322.018066
	Iteration 261Q: 3 clusters Score -8603888 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -8604025.000000 Penalty: 5322.018066
	Iteration 262Q: 3 clusters Score -8604025 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -8604227.000000 Penalty: 5322.018066
	Iteration 263Q: 3 clusters Score -8604227 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -8604470.000000 Penalty: 5322.018066
	Iteration 264Q: 3 clusters Score -8604470 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8604734.000000 Penalty: 5322.018066
	Iteration 265Q: 3 clusters Score -8604734 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -8604958.000000 Penalty: 5322.018066
	Iteration 266Q: 3 clusters Score -8604958 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -8605127.000000 Penalty: 5322.018066
	Iteration 267Q: 3 clusters Score -8605127 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8605242.000000 Penalty: 5322.018066
	Iteration 268Q: 3 clusters Score -8605242 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8605356.000000 Penalty: 5322.018066
	Iteration 269Q: 3 clusters Score -8605356 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -8605448.000000 Penalty: 5322.018066
	Iteration 270Q: 3 clusters Score -8605448 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8605552.000000 Penalty: 5322.018066
	Iteration 271Q: 3 clusters Score -8605552 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -8605621.000000 Penalty: 5322.018066
	Iteration 272Q: 3 clusters Score -8605621 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8605670.000000 Penalty: 5322.018066
	Iteration 273Q: 3 clusters Score -8605670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8605694.000000 Penalty: 5322.018066
	Iteration 274Q: 3 clusters Score -8605694 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8605718.000000 Penalty: 5322.018066
	Iteration 275Q: 3 clusters Score -8605718 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8605761.000000 Penalty: 5322.018066
	Iteration 276Q: 3 clusters Score -8605761 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8605786.000000 Penalty: 5322.018066
	Iteration 277Q: 3 clusters Score -8605786 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8605804.000000 Penalty: 5322.018066
	Iteration 278Q: 3 clusters Score -8605804 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8605851.000000 Penalty: 5322.018066
	Iteration 279Q: 3 clusters Score -8605851 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8605885.000000 Penalty: 5322.018066
	Iteration 280F: 3 clusters Score -8605885 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8605922.000000 Penalty: 5322.018066
	Iteration 281Q: 3 clusters Score -8605922 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8605951.000000 Penalty: 5322.018066
	Iteration 282Q: 3 clusters Score -8605951 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8605972.000000 Penalty: 5322.018066
	Iteration 283Q: 3 clusters Score -8605972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8606017.000000 Penalty: 5322.018066
	Iteration 284Q: 3 clusters Score -8606017 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8606047.000000 Penalty: 5322.018066
	Iteration 285Q: 3 clusters Score -8606047 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8606053.000000 Penalty: 5322.018066
	Iteration 286Q: 3 clusters Score -8606053 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8606087.000000 Penalty: 5322.018066
	Iteration 287Q: 3 clusters Score -8606087 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8606097.000000 Penalty: 5322.018066
	Iteration 288Q: 3 clusters Score -8606097 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8606157.000000 Penalty: 5322.018066
	Iteration 289Q: 3 clusters Score -8606157 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8606200.000000 Penalty: 5322.018066
	Iteration 290Q: 3 clusters Score -8606200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8606251.000000 Penalty: 5322.018066
	Iteration 291Q: 3 clusters Score -8606251 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8606296.000000 Penalty: 5322.018066
	Iteration 292Q: 3 clusters Score -8606296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8606309.000000 Penalty: 5322.018066
	Iteration 293Q: 3 clusters Score -8606309 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8606332.000000 Penalty: 5322.018066
	Iteration 294Q: 3 clusters Score -8606332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8606349.000000 Penalty: 5322.018066
	Iteration 295Q: 3 clusters Score -8606349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8606366.000000 Penalty: 5322.018066
	Iteration 296Q: 3 clusters Score -8606366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8606396.000000 Penalty: 5322.018066
	Iteration 297Q: 3 clusters Score -8606396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8606424.000000 Penalty: 5322.018066
	Iteration 298Q: 3 clusters Score -8606424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8606439.000000 Penalty: 5322.018066
	Iteration 299Q: 3 clusters Score -8606439 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8606524.000000 Penalty: 5322.018066
	Iteration 300F: 3 clusters Score -8606524 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8606658.000000 Penalty: 5322.018066
	Iteration 301Q: 3 clusters Score -8606658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8606746.000000 Penalty: 5322.018066
	Iteration 302Q: 3 clusters Score -8606746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8606823.000000 Penalty: 5322.018066
	Iteration 303Q: 3 clusters Score -8606823 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8606919.000000 Penalty: 5322.018066
	Iteration 304Q: 3 clusters Score -8606919 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8607022.000000 Penalty: 5322.018066
	Iteration 305Q: 3 clusters Score -8607022 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8607105.000000 Penalty: 5322.018066
	Iteration 306Q: 3 clusters Score -8607105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8607207.000000 Penalty: 5322.018066
	Iteration 307Q: 3 clusters Score -8607207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8607286.000000 Penalty: 5322.018066
	Iteration 308Q: 3 clusters Score -8607286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8607396.000000 Penalty: 5322.018066
	Iteration 309Q: 3 clusters Score -8607396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8607508.000000 Penalty: 5322.018066
	Iteration 310Q: 3 clusters Score -8607508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8607621.000000 Penalty: 5322.018066
	Iteration 311Q: 3 clusters Score -8607621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8607712.000000 Penalty: 5322.018066
	Iteration 312Q: 3 clusters Score -8607712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8607798.000000 Penalty: 5322.018066
	Iteration 313Q: 3 clusters Score -8607798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8607879.000000 Penalty: 5322.018066
	Iteration 314Q: 3 clusters Score -8607879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8607945.000000 Penalty: 5322.018066
	Iteration 315Q: 3 clusters Score -8607945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8608055.000000 Penalty: 5322.018066
	Iteration 316Q: 3 clusters Score -8608055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8608180.000000 Penalty: 5322.018066
	Iteration 317Q: 3 clusters Score -8608180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8608275.000000 Penalty: 5322.018066
	Iteration 318Q: 3 clusters Score -8608275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8608328.000000 Penalty: 5322.018066
	Iteration 319Q: 3 clusters Score -8608328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8608415.000000 Penalty: 5322.018066
	Iteration 320F: 3 clusters Score -8608415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8608458.000000 Penalty: 5322.018066
	Iteration 321Q: 3 clusters Score -8608458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8608480.000000 Penalty: 5322.018066
	Iteration 322Q: 3 clusters Score -8608480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8608495.000000 Penalty: 5322.018066
	Iteration 323Q: 3 clusters Score -8608495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8608494.000000 Penalty: 5322.018066
	Iteration 324Q: 3 clusters Score -8608494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8608494.000000 Penalty: 5322.018066
	Iteration 325F: 3 clusters Score -8608494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50511 members 
Mstep: Class 4 contains 49055 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 41993 members 
Mstep: Class 7 contains 43456 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43507 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29781 members 
Mstep: Class 13 contains 42632 members 
Mstep: Class 14 contains 45632 members 
Mstep: Class 15 contains 45463 members 
Mstep: Class 16 contains 45454 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 47046 members 
Mstep: Class 19 contains 46012 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 238 members 
Entering Unmasked Estep 
Score: -106681688.000000 Penalty: 72451.218750
Splitting cluster 15 changes total score from -106680800.000000 to -106681688.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (45454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Entering Unmasked Estep 
Score: -8362385.500000 Penalty: 2659.665039
	Iteration 0F: 2 clusters Score -8362386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -8332290.500000 Penalty: 5319.330078
	Iteration 0F: 3 clusters Score -8332290 nChanged 20956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -8343629.000000 Penalty: 5319.330078
	Iteration 1F: 3 clusters Score -8343629 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -8344029.000000 Penalty: 5319.330078
	Iteration 2Q: 3 clusters Score -8344029 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -8344395.500000 Penalty: 5319.330078
	Iteration 3Q: 3 clusters Score -8344396 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -8344701.000000 Penalty: 5319.330078
	Iteration 4Q: 3 clusters Score -8344701 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -8345002.500000 Penalty: 5319.330078
	Iteration 5Q: 3 clusters Score -8345002 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -8345270.000000 Penalty: 5319.330078
	Iteration 6Q: 3 clusters Score -8345270 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -8345547.500000 Penalty: 5319.330078
	Iteration 7Q: 3 clusters Score -8345548 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -8345927.000000 Penalty: 5319.330078
	Iteration 8Q: 3 clusters Score -8345927 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -8346647.000000 Penalty: 5319.330078
	Iteration 9Q: 3 clusters Score -8346647 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -8347657.500000 Penalty: 5319.330078
	Iteration 10Q: 3 clusters Score -8347658 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -8349111.500000 Penalty: 5319.330078
	Iteration 11Q: 3 clusters Score -8349112 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -8350709.500000 Penalty: 5319.330078
	Iteration 12F: 3 clusters Score -8350710 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -8352345.000000 Penalty: 5319.330078
	Iteration 13F: 3 clusters Score -8352345 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -8353601.500000 Penalty: 5319.330078
	Iteration 14F: 3 clusters Score -8353602 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -8354422.500000 Penalty: 5319.330078
	Iteration 15Q: 3 clusters Score -8354422 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -8354754.000000 Penalty: 5319.330078
	Iteration 16Q: 3 clusters Score -8354754 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -8354906.500000 Penalty: 5319.330078
	Iteration 17Q: 3 clusters Score -8354906 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -8354988.500000 Penalty: 5319.330078
	Iteration 18Q: 3 clusters Score -8354988 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -8355028.000000 Penalty: 5319.330078
	Iteration 19Q: 3 clusters Score -8355028 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -8355098.000000 Penalty: 5319.330078
	Iteration 20F: 3 clusters Score -8355098 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -8355098.500000 Penalty: 5319.330078
	Iteration 21Q: 3 clusters Score -8355098 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -8355120.000000 Penalty: 5319.330078
	Iteration 22Q: 3 clusters Score -8355120 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -8355143.000000 Penalty: 5319.330078
	Iteration 23Q: 3 clusters Score -8355143 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -8355152.000000 Penalty: 5319.330078
	Iteration 24Q: 3 clusters Score -8355152 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -8355174.000000 Penalty: 5319.330078
	Iteration 25Q: 3 clusters Score -8355174 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -8355238.500000 Penalty: 5319.330078
	Iteration 26Q: 3 clusters Score -8355238 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -8355267.500000 Penalty: 5319.330078
	Iteration 27Q: 3 clusters Score -8355268 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -8355302.000000 Penalty: 5319.330078
	Iteration 28Q: 3 clusters Score -8355302 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -8355329.500000 Penalty: 5319.330078
	Iteration 29Q: 3 clusters Score -8355330 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -8355369.500000 Penalty: 5319.330078
	Iteration 30Q: 3 clusters Score -8355370 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -8355381.000000 Penalty: 5319.330078
	Iteration 31Q: 3 clusters Score -8355381 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -8355387.000000 Penalty: 5319.330078
	Iteration 32Q: 3 clusters Score -8355387 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -8355415.000000 Penalty: 5319.330078
	Iteration 33Q: 3 clusters Score -8355415 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -8355442.500000 Penalty: 5319.330078
	Iteration 34Q: 3 clusters Score -8355442 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -8355441.500000 Penalty: 5319.330078
	Iteration 35Q: 3 clusters Score -8355442 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -8355464.000000 Penalty: 5319.330078
	Iteration 36Q: 3 clusters Score -8355464 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -8355488.500000 Penalty: 5319.330078
	Iteration 37Q: 3 clusters Score -8355488 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -8355491.000000 Penalty: 5319.330078
	Iteration 38Q: 3 clusters Score -8355491 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -8355535.000000 Penalty: 5319.330078
	Iteration 39Q: 3 clusters Score -8355535 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -8355583.000000 Penalty: 5319.330078
	Iteration 40F: 3 clusters Score -8355583 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -8355601.500000 Penalty: 5319.330078
	Iteration 41Q: 3 clusters Score -8355602 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -8355610.000000 Penalty: 5319.330078
	Iteration 42Q: 3 clusters Score -8355610 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -8355664.000000 Penalty: 5319.330078
	Iteration 43Q: 3 clusters Score -8355664 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -8355690.000000 Penalty: 5319.330078
	Iteration 44Q: 3 clusters Score -8355690 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -8355754.500000 Penalty: 5319.330078
	Iteration 45Q: 3 clusters Score -8355754 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -8355804.500000 Penalty: 5319.330078
	Iteration 46Q: 3 clusters Score -8355804 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -8355869.000000 Penalty: 5319.330078
	Iteration 47Q: 3 clusters Score -8355869 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -8355945.500000 Penalty: 5319.330078
	Iteration 48Q: 3 clusters Score -8355946 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -8356033.000000 Penalty: 5319.330078
	Iteration 49Q: 3 clusters Score -8356033 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -8356118.000000 Penalty: 5319.330078
	Iteration 50Q: 3 clusters Score -8356118 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -8356204.500000 Penalty: 5319.330078
	Iteration 51Q: 3 clusters Score -8356204 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -8356312.500000 Penalty: 5319.330078
	Iteration 52Q: 3 clusters Score -8356312 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -8356430.000000 Penalty: 5319.330078
	Iteration 53Q: 3 clusters Score -8356430 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -8356563.500000 Penalty: 5319.330078
	Iteration 54Q: 3 clusters Score -8356564 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -8356698.000000 Penalty: 5319.330078
	Iteration 55Q: 3 clusters Score -8356698 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -8356843.500000 Penalty: 5319.330078
	Iteration 56Q: 3 clusters Score -8356844 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -8357012.000000 Penalty: 5319.330078
	Iteration 57Q: 3 clusters Score -8357012 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -8357217.000000 Penalty: 5319.330078
	Iteration 58Q: 3 clusters Score -8357217 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -8357453.500000 Penalty: 5319.330078
	Iteration 59Q: 3 clusters Score -8357454 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -8357660.500000 Penalty: 5319.330078
	Iteration 60F: 3 clusters Score -8357660 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -8357884.500000 Penalty: 5319.330078
	Iteration 61Q: 3 clusters Score -8357884 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -8358099.000000 Penalty: 5319.330078
	Iteration 62Q: 3 clusters Score -8358099 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -8358297.500000 Penalty: 5319.330078
	Iteration 63Q: 3 clusters Score -8358298 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -8358487.500000 Penalty: 5319.330078
	Iteration 64Q: 3 clusters Score -8358488 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -8358693.000000 Penalty: 5319.330078
	Iteration 65Q: 3 clusters Score -8358693 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -8358866.500000 Penalty: 5319.330078
	Iteration 66Q: 3 clusters Score -8358866 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -8359047.000000 Penalty: 5319.330078
	Iteration 67Q: 3 clusters Score -8359047 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -8359175.000000 Penalty: 5319.330078
	Iteration 68Q: 3 clusters Score -8359175 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -8359294.000000 Penalty: 5319.330078
	Iteration 69Q: 3 clusters Score -8359294 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -8359398.500000 Penalty: 5319.330078
	Iteration 70Q: 3 clusters Score -8359398 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -8359533.000000 Penalty: 5319.330078
	Iteration 71Q: 3 clusters Score -8359533 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -8359664.500000 Penalty: 5319.330078
	Iteration 72Q: 3 clusters Score -8359664 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -8359757.000000 Penalty: 5319.330078
	Iteration 73Q: 3 clusters Score -8359757 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -8359848.000000 Penalty: 5319.330078
	Iteration 74Q: 3 clusters Score -8359848 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -8359931.500000 Penalty: 5319.330078
	Iteration 75Q: 3 clusters Score -8359932 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -8360015.500000 Penalty: 5319.330078
	Iteration 76Q: 3 clusters Score -8360016 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -8360065.500000 Penalty: 5319.330078
	Iteration 77Q: 3 clusters Score -8360066 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -8360133.500000 Penalty: 5319.330078
	Iteration 78Q: 3 clusters Score -8360134 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -8360196.000000 Penalty: 5319.330078
	Iteration 79Q: 3 clusters Score -8360196 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -8360280.500000 Penalty: 5319.330078
	Iteration 80F: 3 clusters Score -8360280 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -8360336.000000 Penalty: 5319.330078
	Iteration 81Q: 3 clusters Score -8360336 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -8360418.000000 Penalty: 5319.330078
	Iteration 82Q: 3 clusters Score -8360418 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -8360463.500000 Penalty: 5319.330078
	Iteration 83Q: 3 clusters Score -8360464 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -8360521.500000 Penalty: 5319.330078
	Iteration 84Q: 3 clusters Score -8360522 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -8360575.500000 Penalty: 5319.330078
	Iteration 85Q: 3 clusters Score -8360576 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -8360652.500000 Penalty: 5319.330078
	Iteration 86Q: 3 clusters Score -8360652 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -8360690.000000 Penalty: 5319.330078
	Iteration 87Q: 3 clusters Score -8360690 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -8360739.500000 Penalty: 5319.330078
	Iteration 88Q: 3 clusters Score -8360740 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -8360753.500000 Penalty: 5319.330078
	Iteration 89Q: 3 clusters Score -8360754 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -8360796.500000 Penalty: 5319.330078
	Iteration 90Q: 3 clusters Score -8360796 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -8360816.000000 Penalty: 5319.330078
	Iteration 91Q: 3 clusters Score -8360816 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -8360864.500000 Penalty: 5319.330078
	Iteration 92Q: 3 clusters Score -8360864 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -8360877.000000 Penalty: 5319.330078
	Iteration 93Q: 3 clusters Score -8360877 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -8360901.000000 Penalty: 5319.330078
	Iteration 94Q: 3 clusters Score -8360901 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -8360928.500000 Penalty: 5319.330078
	Iteration 95Q: 3 clusters Score -8360928 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -8360936.000000 Penalty: 5319.330078
	Iteration 96Q: 3 clusters Score -8360936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -8360954.500000 Penalty: 5319.330078
	Iteration 97Q: 3 clusters Score -8360954 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -8360980.000000 Penalty: 5319.330078
	Iteration 98Q: 3 clusters Score -8360980 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -8360971.500000 Penalty: 5319.330078
	Iteration 99Q: 3 clusters Score -8360972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -8360975.500000 Penalty: 5319.330078
	Iteration 100F: 3 clusters Score -8360976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -8360972.500000 Penalty: 5319.330078
	Iteration 101Q: 3 clusters Score -8360972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -8360976.000000 Penalty: 5319.330078
	Iteration 102Q: 3 clusters Score -8360976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -8360985.500000 Penalty: 5319.330078
	Iteration 103Q: 3 clusters Score -8360986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -8360981.500000 Penalty: 5319.330078
	Iteration 104Q: 3 clusters Score -8360982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -8360988.500000 Penalty: 5319.330078
	Iteration 105Q: 3 clusters Score -8360988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -8360991.500000 Penalty: 5319.330078
	Iteration 106Q: 3 clusters Score -8360992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -8360992.000000 Penalty: 5319.330078
	Iteration 107Q: 3 clusters Score -8360992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -8360987.500000 Penalty: 5319.330078
	Iteration 108Q: 3 clusters Score -8360988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -8360995.500000 Penalty: 5319.330078
	Iteration 109Q: 3 clusters Score -8360996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -8361007.000000 Penalty: 5319.330078
	Iteration 110Q: 3 clusters Score -8361007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -8361003.500000 Penalty: 5319.330078
	Iteration 111Q: 3 clusters Score -8361004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -8361005.500000 Penalty: 5319.330078
	Iteration 112Q: 3 clusters Score -8361006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -8360998.000000 Penalty: 5319.330078
	Iteration 113Q: 3 clusters Score -8360998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -8361000.000000 Penalty: 5319.330078
	Iteration 114Q: 3 clusters Score -8361000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -8360990.000000 Penalty: 5319.330078
	Iteration 115Q: 3 clusters Score -8360990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -8360977.000000 Penalty: 5319.330078
	Iteration 116Q: 3 clusters Score -8360977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -8360992.000000 Penalty: 5319.330078
	Iteration 117Q: 3 clusters Score -8360992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -8361000.500000 Penalty: 5319.330078
	Iteration 118Q: 3 clusters Score -8361000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -8361003.000000 Penalty: 5319.330078
	Iteration 119Q: 3 clusters Score -8361003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -8361000.000000 Penalty: 5319.330078
	Iteration 120F: 3 clusters Score -8361000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -8361001.500000 Penalty: 5319.330078
	Iteration 121Q: 3 clusters Score -8361002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -8361005.500000 Penalty: 5319.330078
	Iteration 122Q: 3 clusters Score -8361006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -8360980.500000 Penalty: 5319.330078
	Iteration 123Q: 3 clusters Score -8360980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -8360993.500000 Penalty: 5319.330078
	Iteration 124Q: 3 clusters Score -8360994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -8361005.500000 Penalty: 5319.330078
	Iteration 125Q: 3 clusters Score -8361006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8361005.000000 Penalty: 5319.330078
	Iteration 126Q: 3 clusters Score -8361005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -8360999.000000 Penalty: 5319.330078
	Iteration 127Q: 3 clusters Score -8360999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -8361001.500000 Penalty: 5319.330078
	Iteration 128Q: 3 clusters Score -8361002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -8360996.000000 Penalty: 5319.330078
	Iteration 129Q: 3 clusters Score -8360996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -8360995.500000 Penalty: 5319.330078
	Iteration 130Q: 3 clusters Score -8360996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -8361001.500000 Penalty: 5319.330078
	Iteration 131Q: 3 clusters Score -8361002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -8361001.000000 Penalty: 5319.330078
	Iteration 132Q: 3 clusters Score -8361001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -8361000.500000 Penalty: 5319.330078
	Iteration 133Q: 3 clusters Score -8361000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -8361005.000000 Penalty: 5319.330078
	Iteration 134Q: 3 clusters Score -8361005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -8361002.000000 Penalty: 5319.330078
	Iteration 135Q: 3 clusters Score -8361002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -8361011.500000 Penalty: 5319.330078
	Iteration 136Q: 3 clusters Score -8361012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -8361009.500000 Penalty: 5319.330078
	Iteration 137Q: 3 clusters Score -8361010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -8361009.500000 Penalty: 5319.330078
	Iteration 138Q: 3 clusters Score -8361010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -8361012.000000 Penalty: 5319.330078
	Iteration 139Q: 3 clusters Score -8361012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -8361016.000000 Penalty: 5319.330078
	Iteration 140F: 3 clusters Score -8361016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8361019.500000 Penalty: 5319.330078
	Iteration 141Q: 3 clusters Score -8361020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -8361020.000000 Penalty: 5319.330078
	Iteration 142Q: 3 clusters Score -8361020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -8361010.500000 Penalty: 5319.330078
	Iteration 143Q: 3 clusters Score -8361010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -8361007.000000 Penalty: 5319.330078
	Iteration 144Q: 3 clusters Score -8361007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -8361007.000000 Penalty: 5319.330078
	Iteration 145Q: 3 clusters Score -8361007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -8360993.000000 Penalty: 5319.330078
	Iteration 146Q: 3 clusters Score -8360993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -8360999.000000 Penalty: 5319.330078
	Iteration 147Q: 3 clusters Score -8360999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -8360990.500000 Penalty: 5319.330078
	Iteration 148Q: 3 clusters Score -8360990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8360997.000000 Penalty: 5319.330078
	Iteration 149Q: 3 clusters Score -8360997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8360995.500000 Penalty: 5319.330078
	Iteration 150Q: 3 clusters Score -8360996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -8361002.500000 Penalty: 5319.330078
	Iteration 151Q: 3 clusters Score -8361002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -8360996.000000 Penalty: 5319.330078
	Iteration 152Q: 3 clusters Score -8360996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -8360989.000000 Penalty: 5319.330078
	Iteration 153Q: 3 clusters Score -8360989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -8360990.000000 Penalty: 5319.330078
	Iteration 154Q: 3 clusters Score -8360990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -8360990.000000 Penalty: 5319.330078
	Iteration 155F: 3 clusters Score -8360990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -77680.875000 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -77680.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76140.390625 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -76140.39 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76585.742188 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -76585.74 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76856.562500 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -76856.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -77041.875000 Penalty: 3172.049805
	Iteration 3F: 3 clusters Score -77041.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77209.585938 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -77209.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -77284.585938 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -77284.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77305.085938 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -77305.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77320.132812 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -77320.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77323.679688 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -77323.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77330.460938 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -77330.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77331.718750 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -77331.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77331.718750 Penalty: 3172.049805
	Iteration 11F: 3 clusters Score -77331.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Entering Unmasked Estep 
Score: -8727954.000000 Penalty: 2668.202637
	Iteration 0F: 2 clusters Score -8727954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -8698131.000000 Penalty: 5336.405273
	Iteration 0F: 3 clusters Score -8698131 nChanged 21569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -8710115.000000 Penalty: 5336.405273
	Iteration 1F: 3 clusters Score -8710115 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -8710618.000000 Penalty: 5336.405273
	Iteration 2Q: 3 clusters Score -8710618 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -8711179.000000 Penalty: 5336.405273
	Iteration 3Q: 3 clusters Score -8711179 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -8712023.000000 Penalty: 5336.405273
	Iteration 4Q: 3 clusters Score -8712023 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -8713387.000000 Penalty: 5336.405273
	Iteration 5F: 3 clusters Score -8713387 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -8715596.000000 Penalty: 5336.405273
	Iteration 6F: 3 clusters Score -8715596 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -8718465.000000 Penalty: 5336.405273
	Iteration 7F: 3 clusters Score -8718465 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -8721736.000000 Penalty: 5336.405273
	Iteration 8F: 3 clusters Score -8721736 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -8724710.000000 Penalty: 5336.405273
	Iteration 9F: 3 clusters Score -8724710 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -8726424.000000 Penalty: 5336.405273
	Iteration 10Q: 3 clusters Score -8726424 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8726921.000000 Penalty: 5336.405273
	Iteration 11Q: 3 clusters Score -8726921 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -8727136.000000 Penalty: 5336.405273
	Iteration 12Q: 3 clusters Score -8727136 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -8727188.000000 Penalty: 5336.405273
	Iteration 13Q: 3 clusters Score -8727188 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -8727265.000000 Penalty: 5336.405273
	Iteration 14Q: 3 clusters Score -8727265 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -8727284.000000 Penalty: 5336.405273
	Iteration 15Q: 3 clusters Score -8727284 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -8727310.000000 Penalty: 5336.405273
	Iteration 16Q: 3 clusters Score -8727310 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8727317.000000 Penalty: 5336.405273
	Iteration 17Q: 3 clusters Score -8727317 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8727296.000000 Penalty: 5336.405273
	Iteration 18Q: 3 clusters Score -8727296 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8727299.000000 Penalty: 5336.405273
	Iteration 19Q: 3 clusters Score -8727299 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -8727269.000000 Penalty: 5336.405273
	Iteration 20F: 3 clusters Score -8727269 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -8727249.000000 Penalty: 5336.405273
	Iteration 21Q: 3 clusters Score -8727249 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8727257.000000 Penalty: 5336.405273
	Iteration 22Q: 3 clusters Score -8727257 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8727238.000000 Penalty: 5336.405273
	Iteration 23Q: 3 clusters Score -8727238 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -8727249.000000 Penalty: 5336.405273
	Iteration 24Q: 3 clusters Score -8727249 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -8727219.000000 Penalty: 5336.405273
	Iteration 25Q: 3 clusters Score -8727219 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8727212.000000 Penalty: 5336.405273
	Iteration 26Q: 3 clusters Score -8727212 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8727195.000000 Penalty: 5336.405273
	Iteration 27Q: 3 clusters Score -8727195 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8727183.000000 Penalty: 5336.405273
	Iteration 28Q: 3 clusters Score -8727183 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8727171.000000 Penalty: 5336.405273
	Iteration 29Q: 3 clusters Score -8727171 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8727164.000000 Penalty: 5336.405273
	Iteration 30Q: 3 clusters Score -8727164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8727143.000000 Penalty: 5336.405273
	Iteration 31Q: 3 clusters Score -8727143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8727131.000000 Penalty: 5336.405273
	Iteration 32Q: 3 clusters Score -8727131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8727132.000000 Penalty: 5336.405273
	Iteration 33Q: 3 clusters Score -8727132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8727118.000000 Penalty: 5336.405273
	Iteration 34Q: 3 clusters Score -8727118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8727111.000000 Penalty: 5336.405273
	Iteration 35Q: 3 clusters Score -8727111 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8727079.000000 Penalty: 5336.405273
	Iteration 36Q: 3 clusters Score -8727079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8727091.000000 Penalty: 5336.405273
	Iteration 37Q: 3 clusters Score -8727091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8727084.000000 Penalty: 5336.405273
	Iteration 38Q: 3 clusters Score -8727084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8727079.000000 Penalty: 5336.405273
	Iteration 39Q: 3 clusters Score -8727079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8727065.000000 Penalty: 5336.405273
	Iteration 40F: 3 clusters Score -8727065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8727053.000000 Penalty: 5336.405273
	Iteration 41Q: 3 clusters Score -8727053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8727041.000000 Penalty: 5336.405273
	Iteration 42Q: 3 clusters Score -8727041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -8727026.000000 Penalty: 5336.405273
	Iteration 43Q: 3 clusters Score -8727026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8727025.000000 Penalty: 5336.405273
	Iteration 44Q: 3 clusters Score -8727025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8727021.000000 Penalty: 5336.405273
	Iteration 45Q: 3 clusters Score -8727021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8727033.000000 Penalty: 5336.405273
	Iteration 46Q: 3 clusters Score -8727033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8727027.000000 Penalty: 5336.405273
	Iteration 47Q: 3 clusters Score -8727027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8727008.000000 Penalty: 5336.405273
	Iteration 48Q: 3 clusters Score -8727008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8726994.000000 Penalty: 5336.405273
	Iteration 49Q: 3 clusters Score -8726994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8727008.000000 Penalty: 5336.405273
	Iteration 50Q: 3 clusters Score -8727008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8727003.000000 Penalty: 5336.405273
	Iteration 51Q: 3 clusters Score -8727003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8727010.000000 Penalty: 5336.405273
	Iteration 52Q: 3 clusters Score -8727010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8727010.000000 Penalty: 5336.405273
	Iteration 53Q: 3 clusters Score -8727010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8726996.000000 Penalty: 5336.405273
	Iteration 54Q: 3 clusters Score -8726996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8726988.000000 Penalty: 5336.405273
	Iteration 55Q: 3 clusters Score -8726988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8726988.000000 Penalty: 5336.405273
	Iteration 56Q: 3 clusters Score -8726988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8726990.000000 Penalty: 5336.405273
	Iteration 57Q: 3 clusters Score -8726990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8726989.000000 Penalty: 5336.405273
	Iteration 58Q: 3 clusters Score -8726989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8726988.000000 Penalty: 5336.405273
	Iteration 59Q: 3 clusters Score -8726988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8726984.000000 Penalty: 5336.405273
	Iteration 60F: 3 clusters Score -8726984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8726985.000000 Penalty: 5336.405273
	Iteration 61Q: 3 clusters Score -8726985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8726985.000000 Penalty: 5336.405273
	Iteration 62F: 3 clusters Score -8726985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Entering Unmasked Estep 
Score: -8505573.000000 Penalty: 2662.690918
	Iteration 0F: 2 clusters Score -8505573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -8475138.000000 Penalty: 5325.381836
	Iteration 0F: 3 clusters Score -8475138 nChanged 21276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -8486893.000000 Penalty: 5325.381836
	Iteration 1F: 3 clusters Score -8486893 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -8487661.000000 Penalty: 5325.381836
	Iteration 2Q: 3 clusters Score -8487661 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -8488612.000000 Penalty: 5325.381836
	Iteration 3Q: 3 clusters Score -8488612 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -8489914.000000 Penalty: 5325.381836
	Iteration 4Q: 3 clusters Score -8489914 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -8491472.000000 Penalty: 5325.381836
	Iteration 5Q: 3 clusters Score -8491472 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -8493130.000000 Penalty: 5325.381836
	Iteration 6F: 3 clusters Score -8493130 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -8494759.000000 Penalty: 5325.381836
	Iteration 7F: 3 clusters Score -8494759 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -8496337.000000 Penalty: 5325.381836
	Iteration 8Q: 3 clusters Score -8496337 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -8497823.000000 Penalty: 5325.381836
	Iteration 9Q: 3 clusters Score -8497823 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -8499291.000000 Penalty: 5325.381836
	Iteration 10Q: 3 clusters Score -8499291 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -8500563.000000 Penalty: 5325.381836
	Iteration 11Q: 3 clusters Score -8500563 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -8501483.000000 Penalty: 5325.381836
	Iteration 12Q: 3 clusters Score -8501483 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -8502174.000000 Penalty: 5325.381836
	Iteration 13Q: 3 clusters Score -8502174 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8502614.000000 Penalty: 5325.381836
	Iteration 14Q: 3 clusters Score -8502614 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8502890.000000 Penalty: 5325.381836
	Iteration 15Q: 3 clusters Score -8502890 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -8503100.000000 Penalty: 5325.381836
	Iteration 16Q: 3 clusters Score -8503100 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8503193.000000 Penalty: 5325.381836
	Iteration 17Q: 3 clusters Score -8503193 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -8503281.000000 Penalty: 5325.381836
	Iteration 18Q: 3 clusters Score -8503281 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -8503337.000000 Penalty: 5325.381836
	Iteration 19Q: 3 clusters Score -8503337 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -8503377.000000 Penalty: 5325.381836
	Iteration 20F: 3 clusters Score -8503377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -8503401.000000 Penalty: 5325.381836
	Iteration 21Q: 3 clusters Score -8503401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -8503414.000000 Penalty: 5325.381836
	Iteration 22Q: 3 clusters Score -8503414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -8503426.000000 Penalty: 5325.381836
	Iteration 23Q: 3 clusters Score -8503426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8503431.000000 Penalty: 5325.381836
	Iteration 24Q: 3 clusters Score -8503431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -8503453.000000 Penalty: 5325.381836
	Iteration 25Q: 3 clusters Score -8503453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -8503470.000000 Penalty: 5325.381836
	Iteration 26Q: 3 clusters Score -8503470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8503471.000000 Penalty: 5325.381836
	Iteration 27Q: 3 clusters Score -8503471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -8503488.000000 Penalty: 5325.381836
	Iteration 28Q: 3 clusters Score -8503488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -8503490.000000 Penalty: 5325.381836
	Iteration 29Q: 3 clusters Score -8503490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8503493.000000 Penalty: 5325.381836
	Iteration 30Q: 3 clusters Score -8503493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8503500.000000 Penalty: 5325.381836
	Iteration 31Q: 3 clusters Score -8503500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -8503506.000000 Penalty: 5325.381836
	Iteration 32Q: 3 clusters Score -8503506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -8503503.000000 Penalty: 5325.381836
	Iteration 33Q: 3 clusters Score -8503503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -8503510.000000 Penalty: 5325.381836
	Iteration 34Q: 3 clusters Score -8503510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -8503516.000000 Penalty: 5325.381836
	Iteration 35Q: 3 clusters Score -8503516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -8503510.000000 Penalty: 5325.381836
	Iteration 36Q: 3 clusters Score -8503510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -8503515.000000 Penalty: 5325.381836
	Iteration 37Q: 3 clusters Score -8503515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8503520.000000 Penalty: 5325.381836
	Iteration 38Q: 3 clusters Score -8503520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8503519.000000 Penalty: 5325.381836
	Iteration 39Q: 3 clusters Score -8503519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -8503521.000000 Penalty: 5325.381836
	Iteration 40F: 3 clusters Score -8503521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -8503525.000000 Penalty: 5325.381836
	Iteration 41Q: 3 clusters Score -8503525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8503522.000000 Penalty: 5325.381836
	Iteration 42Q: 3 clusters Score -8503522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -8503521.000000 Penalty: 5325.381836
	Iteration 43Q: 3 clusters Score -8503521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8503527.000000 Penalty: 5325.381836
	Iteration 44Q: 3 clusters Score -8503527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -8503518.000000 Penalty: 5325.381836
	Iteration 45Q: 3 clusters Score -8503518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -8503528.000000 Penalty: 5325.381836
	Iteration 46Q: 3 clusters Score -8503528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8503527.000000 Penalty: 5325.381836
	Iteration 47Q: 3 clusters Score -8503527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8503527.000000 Penalty: 5325.381836
	Iteration 48F: 3 clusters Score -8503527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -119875.320312 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -119875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118158.750000 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -118158.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -118596.007812 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -118596 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -118872.859375 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -118872.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -119170.960938 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -119171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -119370.882812 Penalty: 3303.009766
	Iteration 4F: 3 clusters Score -119370.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -119529.179688 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -119529.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -119637.375000 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -119637.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -119716.218750 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -119716.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -119798.843750 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -119798.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -119897.984375 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -119898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -119911.695312 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -119911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -119928.125000 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -119928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -119930.656250 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -119930.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -119930.656250 Penalty: 3303.009766
	Iteration 13F: 3 clusters Score -119930.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50511 members 
Mstep: Class 4 contains 49055 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 41993 members 
Mstep: Class 7 contains 43456 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43507 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29781 members 
Mstep: Class 13 contains 42632 members 
Mstep: Class 14 contains 45632 members 
Mstep: Class 15 contains 45463 members 
Mstep: Class 16 contains 45454 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 47046 members 
Mstep: Class 19 contains 46012 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 238 members 
Mstep: Class 23 contains 410 members 
Entering Unmasked Estep 
Score: -106680176.000000 Penalty: 75744.453125
Splitting cluster 20 changes total score from -106680800.000000 to -106680176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -158661.078125 Penalty: 1706.335205
	Iteration 0F: 2 clusters Score -158661.1 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 491 members 
Entering Unmasked Estep 
Score: -156811.265625 Penalty: 3412.670410
	Iteration 0F: 3 clusters Score -156811.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -157149.375000 Penalty: 3412.670410
	Iteration 1F: 3 clusters Score -157149.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -157287.468750 Penalty: 3412.670410
	Iteration 2F: 3 clusters Score -157287.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -157417.750000 Penalty: 3412.670410
	Iteration 3F: 3 clusters Score -157417.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -157513.140625 Penalty: 3412.670410
	Iteration 4Q: 3 clusters Score -157513.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -157582.515625 Penalty: 3412.670410
	Iteration 5Q: 3 clusters Score -157582.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -157645.890625 Penalty: 3412.670410
	Iteration 6Q: 3 clusters Score -157645.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -157711.125000 Penalty: 3412.670410
	Iteration 7Q: 3 clusters Score -157711.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -157773.109375 Penalty: 3412.670410
	Iteration 8Q: 3 clusters Score -157773.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -157822.890625 Penalty: 3412.670410
	Iteration 9Q: 3 clusters Score -157822.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -157852.328125 Penalty: 3412.670410
	Iteration 10Q: 3 clusters Score -157852.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -157879.250000 Penalty: 3412.670410
	Iteration 11Q: 3 clusters Score -157879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -157915.062500 Penalty: 3412.670410
	Iteration 12Q: 3 clusters Score -157915.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -157954.984375 Penalty: 3412.670410
	Iteration 13Q: 3 clusters Score -157955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -157987.640625 Penalty: 3412.670410
	Iteration 14Q: 3 clusters Score -157987.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -157999.531250 Penalty: 3412.670410
	Iteration 15Q: 3 clusters Score -157999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -158008.203125 Penalty: 3412.670410
	Iteration 16Q: 3 clusters Score -158008.2 nChanged 5
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: -158017.406250 Penalty: 3412.670410
	Iteration 17Q: 3 clusters Score -158017.4 nChanged 1
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: -158018.890625 Penalty: 3412.670410
	Iteration 18Q: 3 clusters Score -158018.9 nChanged 0
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: -158023.156250 Penalty: 3412.670410
	Iteration 19F: 3 clusters Score -158023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -158029.390625 Penalty: 3412.670410
	Iteration 20F: 3 clusters Score -158029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -158033.375000 Penalty: 3412.670410
	Iteration 21Q: 3 clusters Score -158033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -158033.375000 Penalty: 3412.670410
	Iteration 22F: 3 clusters Score -158033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50511 members 
Mstep: Class 4 contains 49055 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 41993 members 
Mstep: Class 7 contains 43456 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43507 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29781 members 
Mstep: Class 13 contains 42632 members 
Mstep: Class 14 contains 45632 members 
Mstep: Class 15 contains 45463 members 
Mstep: Class 16 contains 45454 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 47046 members 
Mstep: Class 19 contains 46012 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681744.000000 Penalty: 72451.218750
Iteration 239Q: 23 clusters Score -1.066817e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50501 members 
Mstep: Class 4 contains 49027 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 41974 members 
Mstep: Class 7 contains 43423 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43525 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29800 members 
Mstep: Class 13 contains 42604 members 
Mstep: Class 14 contains 45631 members 
Mstep: Class 15 contains 45489 members 
Mstep: Class 16 contains 45473 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 47010 members 
Mstep: Class 19 contains 46067 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682712.000000 Penalty: 72451.218750
Iteration 240F: 23 clusters Score -1.066827e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50515 members 
Mstep: Class 4 contains 49019 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 41957 members 
Mstep: Class 7 contains 43420 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43515 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29810 members 
Mstep: Class 13 contains 42577 members 
Mstep: Class 14 contains 45624 members 
Mstep: Class 15 contains 45479 members 
Mstep: Class 16 contains 45491 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46987 members 
Mstep: Class 19 contains 46091 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683232.000000 Penalty: 72451.218750
Iteration 241Q: 23 clusters Score -1.066832e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50507 members 
Mstep: Class 4 contains 49019 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 41934 members 
Mstep: Class 7 contains 43411 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43512 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29829 members 
Mstep: Class 13 contains 42551 members 
Mstep: Class 14 contains 45618 members 
Mstep: Class 15 contains 45508 members 
Mstep: Class 16 contains 45511 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46976 members 
Mstep: Class 19 contains 46099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683576.000000 Penalty: 72451.218750
Iteration 242Q: 23 clusters Score -1.066836e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50534 members 
Mstep: Class 4 contains 49027 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 41909 members 
Mstep: Class 7 contains 43399 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43487 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29849 members 
Mstep: Class 13 contains 42521 members 
Mstep: Class 14 contains 45597 members 
Mstep: Class 15 contains 45558 members 
Mstep: Class 16 contains 45546 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46945 members 
Mstep: Class 19 contains 46115 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683440.000000 Penalty: 72451.218750
Iteration 243Q: 23 clusters Score -1.066834e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50551 members 
Mstep: Class 4 contains 49022 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 41910 members 
Mstep: Class 7 contains 43386 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43471 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29863 members 
Mstep: Class 13 contains 42509 members 
Mstep: Class 14 contains 45589 members 
Mstep: Class 15 contains 45578 members 
Mstep: Class 16 contains 45572 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46942 members 
Mstep: Class 19 contains 46099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683400.000000 Penalty: 72451.218750
Iteration 244Q: 23 clusters Score -1.066834e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50561 members 
Mstep: Class 4 contains 49048 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 41912 members 
Mstep: Class 7 contains 43394 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43477 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29891 members 
Mstep: Class 13 contains 42497 members 
Mstep: Class 14 contains 45558 members 
Mstep: Class 15 contains 45579 members 
Mstep: Class 16 contains 45594 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46914 members 
Mstep: Class 19 contains 46067 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683584.000000 Penalty: 72451.218750
Iteration 245Q: 23 clusters Score -1.066836e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50541 members 
Mstep: Class 4 contains 49107 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 41899 members 
Mstep: Class 7 contains 43400 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43472 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29924 members 
Mstep: Class 13 contains 42477 members 
Mstep: Class 14 contains 45534 members 
Mstep: Class 15 contains 45588 members 
Mstep: Class 16 contains 45625 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46911 members 
Mstep: Class 19 contains 46025 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683608.000000 Penalty: 72451.218750
Iteration 246Q: 23 clusters Score -1.066836e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50567 members 
Mstep: Class 4 contains 49147 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 41891 members 
Mstep: Class 7 contains 43408 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43468 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29953 members 
Mstep: Class 13 contains 42445 members 
Mstep: Class 14 contains 45497 members 
Mstep: Class 15 contains 45594 members 
Mstep: Class 16 contains 45653 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46902 members 
Mstep: Class 19 contains 45972 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683504.000000 Penalty: 72451.218750
Iteration 247Q: 23 clusters Score -1.066835e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50590 members 
Mstep: Class 4 contains 49152 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 41875 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43462 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29974 members 
Mstep: Class 13 contains 42411 members 
Mstep: Class 14 contains 45473 members 
Mstep: Class 15 contains 45609 members 
Mstep: Class 16 contains 45677 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 45928 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683584.000000 Penalty: 72451.218750
Iteration 248Q: 23 clusters Score -1.066836e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 49136 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 41869 members 
Mstep: Class 7 contains 43476 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43461 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 29993 members 
Mstep: Class 13 contains 42377 members 
Mstep: Class 14 contains 45458 members 
Mstep: Class 15 contains 45626 members 
Mstep: Class 16 contains 45710 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46896 members 
Mstep: Class 19 contains 45879 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683704.000000 Penalty: 72451.218750
Iteration 249Q: 23 clusters Score -1.066837e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 49114 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 41877 members 
Mstep: Class 7 contains 43469 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43432 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30018 members 
Mstep: Class 13 contains 42346 members 
Mstep: Class 14 contains 45451 members 
Mstep: Class 15 contains 45692 members 
Mstep: Class 16 contains 45729 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 45855 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 980 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683680.000000 Penalty: 72451.218750
Iteration 250Q: 23 clusters Score -1.066837e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50581 members 
Mstep: Class 4 contains 49097 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 41883 members 
Mstep: Class 7 contains 43473 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43430 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30039 members 
Mstep: Class 13 contains 42335 members 
Mstep: Class 14 contains 45439 members 
Mstep: Class 15 contains 45733 members 
Mstep: Class 16 contains 45768 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46876 members 
Mstep: Class 19 contains 45839 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683808.000000 Penalty: 72451.218750
Iteration 251Q: 23 clusters Score -1.066838e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50561 members 
Mstep: Class 4 contains 49079 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 41904 members 
Mstep: Class 7 contains 43472 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43459 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30055 members 
Mstep: Class 13 contains 42316 members 
Mstep: Class 14 contains 45430 members 
Mstep: Class 15 contains 45801 members 
Mstep: Class 16 contains 45781 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46855 members 
Mstep: Class 19 contains 45806 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683696.000000 Penalty: 72451.218750
Iteration 252Q: 23 clusters Score -1.066837e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50547 members 
Mstep: Class 4 contains 49068 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 41923 members 
Mstep: Class 7 contains 43450 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43496 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30078 members 
Mstep: Class 13 contains 42287 members 
Mstep: Class 14 contains 45404 members 
Mstep: Class 15 contains 45862 members 
Mstep: Class 16 contains 45809 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46807 members 
Mstep: Class 19 contains 45786 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683496.000000 Penalty: 72451.218750
Iteration 253Q: 23 clusters Score -1.066835e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50541 members 
Mstep: Class 4 contains 49091 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 41925 members 
Mstep: Class 7 contains 43444 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43529 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30100 members 
Mstep: Class 13 contains 42265 members 
Mstep: Class 14 contains 45373 members 
Mstep: Class 15 contains 45907 members 
Mstep: Class 16 contains 45806 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46767 members 
Mstep: Class 19 contains 45778 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683712.000000 Penalty: 72451.218750
Iteration 254Q: 23 clusters Score -1.066837e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50560 members 
Mstep: Class 4 contains 49126 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 41909 members 
Mstep: Class 7 contains 43426 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43574 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30124 members 
Mstep: Class 13 contains 42272 members 
Mstep: Class 14 contains 45338 members 
Mstep: Class 15 contains 45909 members 
Mstep: Class 16 contains 45810 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46732 members 
Mstep: Class 19 contains 45746 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683624.000000 Penalty: 72451.218750
Iteration 255Q: 23 clusters Score -1.066836e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50563 members 
Mstep: Class 4 contains 49159 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 41908 members 
Mstep: Class 7 contains 43402 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43593 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30143 members 
Mstep: Class 13 contains 42262 members 
Mstep: Class 14 contains 45309 members 
Mstep: Class 15 contains 45934 members 
Mstep: Class 16 contains 45819 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46698 members 
Mstep: Class 19 contains 45717 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683664.000000 Penalty: 72451.218750
Iteration 256Q: 23 clusters Score -1.066837e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50585 members 
Mstep: Class 4 contains 49185 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 41912 members 
Mstep: Class 7 contains 43385 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43609 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30167 members 
Mstep: Class 13 contains 42262 members 
Mstep: Class 14 contains 45275 members 
Mstep: Class 15 contains 45907 members 
Mstep: Class 16 contains 45828 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46685 members 
Mstep: Class 19 contains 45700 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683856.000000 Penalty: 72451.218750
Iteration 257Q: 23 clusters Score -1.066839e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50618 members 
Mstep: Class 4 contains 49203 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 41913 members 
Mstep: Class 7 contains 43363 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43598 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30179 members 
Mstep: Class 13 contains 42272 members 
Mstep: Class 14 contains 45227 members 
Mstep: Class 15 contains 45899 members 
Mstep: Class 16 contains 45848 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46683 members 
Mstep: Class 19 contains 45693 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683768.000000 Penalty: 72451.218750
Iteration 258Q: 23 clusters Score -1.066838e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50626 members 
Mstep: Class 4 contains 49235 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 41902 members 
Mstep: Class 7 contains 43351 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43594 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30194 members 
Mstep: Class 13 contains 42289 members 
Mstep: Class 14 contains 45205 members 
Mstep: Class 15 contains 45882 members 
Mstep: Class 16 contains 45854 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46684 members 
Mstep: Class 19 contains 45688 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683440.000000 Penalty: 72451.218750
Iteration 259Q: 23 clusters Score -1.066834e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50632 members 
Mstep: Class 4 contains 49261 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 41910 members 
Mstep: Class 7 contains 43349 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43553 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30196 members 
Mstep: Class 13 contains 42309 members 
Mstep: Class 14 contains 45180 members 
Mstep: Class 15 contains 45846 members 
Mstep: Class 16 contains 45847 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46680 members 
Mstep: Class 19 contains 45725 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683536.000000 Penalty: 72451.218750
Iteration 260F: 23 clusters Score -1.066835e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50649 members 
Mstep: Class 4 contains 49294 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 41924 members 
Mstep: Class 7 contains 43353 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43540 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30202 members 
Mstep: Class 13 contains 42303 members 
Mstep: Class 14 contains 45153 members 
Mstep: Class 15 contains 45818 members 
Mstep: Class 16 contains 45830 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46667 members 
Mstep: Class 19 contains 45733 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683696.000000 Penalty: 72451.218750
Iteration 261Q: 23 clusters Score -1.066837e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50669 members 
Mstep: Class 4 contains 49307 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 41935 members 
Mstep: Class 7 contains 43343 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43527 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30218 members 
Mstep: Class 13 contains 42285 members 
Mstep: Class 14 contains 45133 members 
Mstep: Class 15 contains 45835 members 
Mstep: Class 16 contains 45811 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46654 members 
Mstep: Class 19 contains 45744 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683992.000000 Penalty: 72451.218750
Iteration 262Q: 23 clusters Score -1.06684e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50687 members 
Mstep: Class 4 contains 49297 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 41935 members 
Mstep: Class 7 contains 43335 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43520 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30230 members 
Mstep: Class 13 contains 42263 members 
Mstep: Class 14 contains 45136 members 
Mstep: Class 15 contains 45842 members 
Mstep: Class 16 contains 45793 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46653 members 
Mstep: Class 19 contains 45771 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684024.000000 Penalty: 72451.218750
Iteration 263Q: 23 clusters Score -1.06684e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50691 members 
Mstep: Class 4 contains 49265 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 41937 members 
Mstep: Class 7 contains 43329 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43509 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30240 members 
Mstep: Class 13 contains 42234 members 
Mstep: Class 14 contains 45153 members 
Mstep: Class 15 contains 45866 members 
Mstep: Class 16 contains 45769 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46662 members 
Mstep: Class 19 contains 45790 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684000.000000 Penalty: 72451.218750
Iteration 264Q: 23 clusters Score -1.06684e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50685 members 
Mstep: Class 4 contains 49271 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 41927 members 
Mstep: Class 7 contains 43305 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43523 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30250 members 
Mstep: Class 13 contains 42194 members 
Mstep: Class 14 contains 45167 members 
Mstep: Class 15 contains 45895 members 
Mstep: Class 16 contains 45763 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46661 members 
Mstep: Class 19 contains 45819 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684032.000000 Penalty: 72451.218750
Iteration 265Q: 23 clusters Score -1.06684e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50661 members 
Mstep: Class 4 contains 49233 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 41933 members 
Mstep: Class 7 contains 43291 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43533 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30261 members 
Mstep: Class 13 contains 42171 members 
Mstep: Class 14 contains 45189 members 
Mstep: Class 15 contains 45918 members 
Mstep: Class 16 contains 45762 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46655 members 
Mstep: Class 19 contains 45858 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683808.000000 Penalty: 72451.218750
Iteration 266Q: 23 clusters Score -1.066838e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50645 members 
Mstep: Class 4 contains 49266 members 
Mstep: Class 5 contains 2383 members 
Mstep: Class 6 contains 41920 members 
Mstep: Class 7 contains 43273 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43561 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30268 members 
Mstep: Class 13 contains 42136 members 
Mstep: Class 14 contains 45181 members 
Mstep: Class 15 contains 45943 members 
Mstep: Class 16 contains 45745 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46660 members 
Mstep: Class 19 contains 45870 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683896.000000 Penalty: 72451.218750
Iteration 267Q: 23 clusters Score -1.066839e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50632 members 
Mstep: Class 4 contains 49272 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 41924 members 
Mstep: Class 7 contains 43263 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43597 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30270 members 
Mstep: Class 13 contains 42093 members 
Mstep: Class 14 contains 45170 members 
Mstep: Class 15 contains 45927 members 
Mstep: Class 16 contains 45740 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46655 members 
Mstep: Class 19 contains 45921 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684008.000000 Penalty: 72451.218750
Iteration 268Q: 23 clusters Score -1.06684e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50641 members 
Mstep: Class 4 contains 49267 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 41916 members 
Mstep: Class 7 contains 43266 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43625 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30273 members 
Mstep: Class 13 contains 42077 members 
Mstep: Class 14 contains 45152 members 
Mstep: Class 15 contains 45931 members 
Mstep: Class 16 contains 45742 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46639 members 
Mstep: Class 19 contains 45928 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683784.000000 Penalty: 72451.218750
Iteration 269Q: 23 clusters Score -1.066838e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50627 members 
Mstep: Class 4 contains 49255 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 41922 members 
Mstep: Class 7 contains 43285 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43666 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30276 members 
Mstep: Class 13 contains 42060 members 
Mstep: Class 14 contains 45134 members 
Mstep: Class 15 contains 45925 members 
Mstep: Class 16 contains 45741 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 45921 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683832.000000 Penalty: 72451.218750
Iteration 270Q: 23 clusters Score -1.066838e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50610 members 
Mstep: Class 4 contains 49259 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 41931 members 
Mstep: Class 7 contains 43295 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43686 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30276 members 
Mstep: Class 13 contains 42010 members 
Mstep: Class 14 contains 45110 members 
Mstep: Class 15 contains 45943 members 
Mstep: Class 16 contains 45741 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46656 members 
Mstep: Class 19 contains 45924 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683928.000000 Penalty: 72451.218750
Iteration 271Q: 23 clusters Score -1.066839e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50600 members 
Mstep: Class 4 contains 49286 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 41950 members 
Mstep: Class 7 contains 43297 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 43698 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30284 members 
Mstep: Class 13 contains 41978 members 
Mstep: Class 14 contains 45062 members 
Mstep: Class 15 contains 45961 members 
Mstep: Class 16 contains 45725 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46664 members 
Mstep: Class 19 contains 45919 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684016.000000 Penalty: 72451.218750
Iteration 272Q: 23 clusters Score -1.06684e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50574 members 
Mstep: Class 4 contains 49364 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 41969 members 
Mstep: Class 7 contains 43304 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43716 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30294 members 
Mstep: Class 13 contains 41944 members 
Mstep: Class 14 contains 45007 members 
Mstep: Class 15 contains 45949 members 
Mstep: Class 16 contains 45705 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46672 members 
Mstep: Class 19 contains 45924 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684088.000000 Penalty: 72451.218750
Iteration 273Q: 23 clusters Score -1.066841e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50597 members 
Mstep: Class 4 contains 49441 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 42005 members 
Mstep: Class 7 contains 43306 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 43681 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30304 members 
Mstep: Class 13 contains 41904 members 
Mstep: Class 14 contains 44968 members 
Mstep: Class 15 contains 45937 members 
Mstep: Class 16 contains 45680 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46663 members 
Mstep: Class 19 contains 45935 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684040.000000 Penalty: 72451.218750
Iteration 274Q: 23 clusters Score -1.06684e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50629 members 
Mstep: Class 4 contains 49523 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 42021 members 
Mstep: Class 7 contains 43319 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43680 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 41849 members 
Mstep: Class 14 contains 44922 members 
Mstep: Class 15 contains 45953 members 
Mstep: Class 16 contains 45633 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46633 members 
Mstep: Class 19 contains 45923 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684152.000000 Penalty: 72451.218750
Iteration 275Q: 23 clusters Score -1.066842e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 49580 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 42016 members 
Mstep: Class 7 contains 43341 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43688 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30321 members 
Mstep: Class 13 contains 41826 members 
Mstep: Class 14 contains 44903 members 
Mstep: Class 15 contains 45919 members 
Mstep: Class 16 contains 45591 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46632 members 
Mstep: Class 19 contains 45903 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684176.000000 Penalty: 72451.218750
Iteration 276Q: 23 clusters Score -1.066842e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50649 members 
Mstep: Class 4 contains 49634 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 42037 members 
Mstep: Class 7 contains 43343 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43706 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 41823 members 
Mstep: Class 14 contains 44867 members 
Mstep: Class 15 contains 45887 members 
Mstep: Class 16 contains 45547 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46636 members 
Mstep: Class 19 contains 45884 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684152.000000 Penalty: 72451.218750
Iteration 277Q: 23 clusters Score -1.066842e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50702 members 
Mstep: Class 4 contains 49661 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 42038 members 
Mstep: Class 7 contains 43349 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43707 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30329 members 
Mstep: Class 13 contains 41799 members 
Mstep: Class 14 contains 44821 members 
Mstep: Class 15 contains 45836 members 
Mstep: Class 16 contains 45521 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46629 members 
Mstep: Class 19 contains 45923 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684104.000000 Penalty: 72451.218750
Iteration 278Q: 23 clusters Score -1.066841e+08 nChanged 1875
Entering ConstructFrom: 
Score: -106684104.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (46947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Entering Unmasked Estep 
Score: -8626726.000000 Penalty: 2667.680176
	Iteration 0F: 2 clusters Score -8626726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -8596505.000000 Penalty: 5335.360352
	Iteration 0F: 3 clusters Score -8596505 nChanged 21551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -8608228.000000 Penalty: 5335.360352
	Iteration 1F: 3 clusters Score -8608228 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -8608743.000000 Penalty: 5335.360352
	Iteration 2Q: 3 clusters Score -8608743 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -8609177.000000 Penalty: 5335.360352
	Iteration 3Q: 3 clusters Score -8609177 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -8609748.000000 Penalty: 5335.360352
	Iteration 4Q: 3 clusters Score -8609748 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -8610464.000000 Penalty: 5335.360352
	Iteration 5Q: 3 clusters Score -8610464 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -8611654.000000 Penalty: 5335.360352
	Iteration 6Q: 3 clusters Score -8611654 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -8613557.000000 Penalty: 5335.360352
	Iteration 7F: 3 clusters Score -8613557 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -8615995.000000 Penalty: 5335.360352
	Iteration 8F: 3 clusters Score -8615995 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -8618564.000000 Penalty: 5335.360352
	Iteration 9F: 3 clusters Score -8618564 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -8620799.000000 Penalty: 5335.360352
	Iteration 10F: 3 clusters Score -8620799 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -8622362.000000 Penalty: 5335.360352
	Iteration 11Q: 3 clusters Score -8622362 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -8623263.000000 Penalty: 5335.360352
	Iteration 12Q: 3 clusters Score -8623263 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -8623819.000000 Penalty: 5335.360352
	Iteration 13Q: 3 clusters Score -8623819 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -8624158.000000 Penalty: 5335.360352
	Iteration 14Q: 3 clusters Score -8624158 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -8624333.000000 Penalty: 5335.360352
	Iteration 15Q: 3 clusters Score -8624333 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -8624435.000000 Penalty: 5335.360352
	Iteration 16Q: 3 clusters Score -8624435 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -8624495.000000 Penalty: 5335.360352
	Iteration 17Q: 3 clusters Score -8624495 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -8624545.000000 Penalty: 5335.360352
	Iteration 18Q: 3 clusters Score -8624545 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -8624583.000000 Penalty: 5335.360352
	Iteration 19Q: 3 clusters Score -8624583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -8624592.000000 Penalty: 5335.360352
	Iteration 20F: 3 clusters Score -8624592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -8624624.000000 Penalty: 5335.360352
	Iteration 21Q: 3 clusters Score -8624624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -8624624.000000 Penalty: 5335.360352
	Iteration 22Q: 3 clusters Score -8624624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -8624644.000000 Penalty: 5335.360352
	Iteration 23Q: 3 clusters Score -8624644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -8624656.000000 Penalty: 5335.360352
	Iteration 24Q: 3 clusters Score -8624656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8624659.000000 Penalty: 5335.360352
	Iteration 25Q: 3 clusters Score -8624659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8624670.000000 Penalty: 5335.360352
	Iteration 26Q: 3 clusters Score -8624670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -8624679.000000 Penalty: 5335.360352
	Iteration 27Q: 3 clusters Score -8624679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -8624684.000000 Penalty: 5335.360352
	Iteration 28Q: 3 clusters Score -8624684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -8624679.000000 Penalty: 5335.360352
	Iteration 29Q: 3 clusters Score -8624679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -8624677.000000 Penalty: 5335.360352
	Iteration 30Q: 3 clusters Score -8624677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -8624694.000000 Penalty: 5335.360352
	Iteration 31Q: 3 clusters Score -8624694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8624688.000000 Penalty: 5335.360352
	Iteration 32Q: 3 clusters Score -8624688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8624687.000000 Penalty: 5335.360352
	Iteration 33Q: 3 clusters Score -8624687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8624687.000000 Penalty: 5335.360352
	Iteration 34F: 3 clusters Score -8624687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -18166.832031 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -18166.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17128.097656 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -17128.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17249.683594 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -17249.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17323.337891 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -17323.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17357.767578 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -17357.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17394.455078 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -17394.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17431.000000 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -17431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17434.847656 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -17434.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17469.501953 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -17469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17475.570312 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -17475.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17475.570312 Penalty: 2730.644531
	Iteration 9F: 3 clusters Score -17475.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Entering Unmasked Estep 
Score: -9455635.000000 Penalty: 2686.914307
	Iteration 0F: 2 clusters Score -9455635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -9425791.000000 Penalty: 5373.828613
	Iteration 0F: 3 clusters Score -9425791 nChanged 23503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -9438761.000000 Penalty: 5373.828613
	Iteration 1F: 3 clusters Score -9438761 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -9439276.000000 Penalty: 5373.828613
	Iteration 2Q: 3 clusters Score -9439276 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -9439839.000000 Penalty: 5373.828613
	Iteration 3Q: 3 clusters Score -9439839 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -9440342.000000 Penalty: 5373.828613
	Iteration 4Q: 3 clusters Score -9440342 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -9440911.000000 Penalty: 5373.828613
	Iteration 5Q: 3 clusters Score -9440911 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -9441551.000000 Penalty: 5373.828613
	Iteration 6Q: 3 clusters Score -9441551 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -9442335.000000 Penalty: 5373.828613
	Iteration 7Q: 3 clusters Score -9442335 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -9443505.000000 Penalty: 5373.828613
	Iteration 8Q: 3 clusters Score -9443505 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -9444923.000000 Penalty: 5373.828613
	Iteration 9Q: 3 clusters Score -9444923 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -9446889.000000 Penalty: 5373.828613
	Iteration 10F: 3 clusters Score -9446889 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -9449057.000000 Penalty: 5373.828613
	Iteration 11F: 3 clusters Score -9449057 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -9450808.000000 Penalty: 5373.828613
	Iteration 12Q: 3 clusters Score -9450808 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -9452060.000000 Penalty: 5373.828613
	Iteration 13Q: 3 clusters Score -9452060 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -9452744.000000 Penalty: 5373.828613
	Iteration 14Q: 3 clusters Score -9452744 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -9453180.000000 Penalty: 5373.828613
	Iteration 15Q: 3 clusters Score -9453180 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -9453550.000000 Penalty: 5373.828613
	Iteration 16Q: 3 clusters Score -9453550 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -9453854.000000 Penalty: 5373.828613
	Iteration 17Q: 3 clusters Score -9453854 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -9454076.000000 Penalty: 5373.828613
	Iteration 18Q: 3 clusters Score -9454076 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -9454303.000000 Penalty: 5373.828613
	Iteration 19Q: 3 clusters Score -9454303 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -9454486.000000 Penalty: 5373.828613
	Iteration 20F: 3 clusters Score -9454486 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -9454635.000000 Penalty: 5373.828613
	Iteration 21Q: 3 clusters Score -9454635 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -9454748.000000 Penalty: 5373.828613
	Iteration 22Q: 3 clusters Score -9454748 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -9454882.000000 Penalty: 5373.828613
	Iteration 23Q: 3 clusters Score -9454882 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -9454983.000000 Penalty: 5373.828613
	Iteration 24Q: 3 clusters Score -9454983 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -9455061.000000 Penalty: 5373.828613
	Iteration 25Q: 3 clusters Score -9455061 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -9455202.000000 Penalty: 5373.828613
	Iteration 26Q: 3 clusters Score -9455202 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -9455311.000000 Penalty: 5373.828613
	Iteration 27Q: 3 clusters Score -9455311 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -9455407.000000 Penalty: 5373.828613
	Iteration 28Q: 3 clusters Score -9455407 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -9455454.000000 Penalty: 5373.828613
	Iteration 29Q: 3 clusters Score -9455454 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -9455495.000000 Penalty: 5373.828613
	Iteration 30Q: 3 clusters Score -9455495 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -9455530.000000 Penalty: 5373.828613
	Iteration 31Q: 3 clusters Score -9455530 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -9455582.000000 Penalty: 5373.828613
	Iteration 32Q: 3 clusters Score -9455582 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -9455633.000000 Penalty: 5373.828613
	Iteration 33Q: 3 clusters Score -9455633 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -9455669.000000 Penalty: 5373.828613
	Iteration 34Q: 3 clusters Score -9455669 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -9455697.000000 Penalty: 5373.828613
	Iteration 35Q: 3 clusters Score -9455697 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -9455701.000000 Penalty: 5373.828613
	Iteration 36Q: 3 clusters Score -9455701 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -9455720.000000 Penalty: 5373.828613
	Iteration 37Q: 3 clusters Score -9455720 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -9455718.000000 Penalty: 5373.828613
	Iteration 38Q: 3 clusters Score -9455718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -9455721.000000 Penalty: 5373.828613
	Iteration 39Q: 3 clusters Score -9455721 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -9455744.000000 Penalty: 5373.828613
	Iteration 40F: 3 clusters Score -9455744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -9455738.000000 Penalty: 5373.828613
	Iteration 41Q: 3 clusters Score -9455738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -9455730.000000 Penalty: 5373.828613
	Iteration 42Q: 3 clusters Score -9455730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -9455739.000000 Penalty: 5373.828613
	Iteration 43Q: 3 clusters Score -9455739 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -9455734.000000 Penalty: 5373.828613
	Iteration 44Q: 3 clusters Score -9455734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -9455750.000000 Penalty: 5373.828613
	Iteration 45Q: 3 clusters Score -9455750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -9455743.000000 Penalty: 5373.828613
	Iteration 46Q: 3 clusters Score -9455743 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -9455749.000000 Penalty: 5373.828613
	Iteration 47Q: 3 clusters Score -9455749 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -9455731.000000 Penalty: 5373.828613
	Iteration 48Q: 3 clusters Score -9455731 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -9455751.000000 Penalty: 5373.828613
	Iteration 49Q: 3 clusters Score -9455751 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -9455760.000000 Penalty: 5373.828613
	Iteration 50Q: 3 clusters Score -9455760 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -9455765.000000 Penalty: 5373.828613
	Iteration 51Q: 3 clusters Score -9455765 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -9455766.000000 Penalty: 5373.828613
	Iteration 52Q: 3 clusters Score -9455766 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -9455753.000000 Penalty: 5373.828613
	Iteration 53Q: 3 clusters Score -9455753 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -9455746.000000 Penalty: 5373.828613
	Iteration 54Q: 3 clusters Score -9455746 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -9455752.000000 Penalty: 5373.828613
	Iteration 55Q: 3 clusters Score -9455752 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -9455779.000000 Penalty: 5373.828613
	Iteration 56Q: 3 clusters Score -9455779 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -9455758.000000 Penalty: 5373.828613
	Iteration 57Q: 3 clusters Score -9455758 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -9455779.000000 Penalty: 5373.828613
	Iteration 58Q: 3 clusters Score -9455779 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -9455782.000000 Penalty: 5373.828613
	Iteration 59Q: 3 clusters Score -9455782 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -9455771.000000 Penalty: 5373.828613
	Iteration 60F: 3 clusters Score -9455771 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -9455744.000000 Penalty: 5373.828613
	Iteration 61Q: 3 clusters Score -9455744 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -9455715.000000 Penalty: 5373.828613
	Iteration 62Q: 3 clusters Score -9455715 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -9455752.000000 Penalty: 5373.828613
	Iteration 63Q: 3 clusters Score -9455752 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -9455758.000000 Penalty: 5373.828613
	Iteration 64Q: 3 clusters Score -9455758 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -9455750.000000 Penalty: 5373.828613
	Iteration 65Q: 3 clusters Score -9455750 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -9455746.000000 Penalty: 5373.828613
	Iteration 66Q: 3 clusters Score -9455746 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -9455756.000000 Penalty: 5373.828613
	Iteration 67Q: 3 clusters Score -9455756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -9455766.000000 Penalty: 5373.828613
	Iteration 68Q: 3 clusters Score -9455766 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -9455781.000000 Penalty: 5373.828613
	Iteration 69Q: 3 clusters Score -9455781 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -9455775.000000 Penalty: 5373.828613
	Iteration 70Q: 3 clusters Score -9455775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -9455778.000000 Penalty: 5373.828613
	Iteration 71Q: 3 clusters Score -9455778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -9455790.000000 Penalty: 5373.828613
	Iteration 72Q: 3 clusters Score -9455790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -9455786.000000 Penalty: 5373.828613
	Iteration 73Q: 3 clusters Score -9455786 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -9455764.000000 Penalty: 5373.828613
	Iteration 74Q: 3 clusters Score -9455764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -9455776.000000 Penalty: 5373.828613
	Iteration 75Q: 3 clusters Score -9455776 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -9455766.000000 Penalty: 5373.828613
	Iteration 76Q: 3 clusters Score -9455766 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -9455778.000000 Penalty: 5373.828613
	Iteration 77Q: 3 clusters Score -9455778 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -9455781.000000 Penalty: 5373.828613
	Iteration 78Q: 3 clusters Score -9455781 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -9455760.000000 Penalty: 5373.828613
	Iteration 79Q: 3 clusters Score -9455760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -9455775.000000 Penalty: 5373.828613
	Iteration 80F: 3 clusters Score -9455775 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -9455784.000000 Penalty: 5373.828613
	Iteration 81Q: 3 clusters Score -9455784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -9455767.000000 Penalty: 5373.828613
	Iteration 82Q: 3 clusters Score -9455767 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -9455752.000000 Penalty: 5373.828613
	Iteration 83Q: 3 clusters Score -9455752 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -9455747.000000 Penalty: 5373.828613
	Iteration 84Q: 3 clusters Score -9455747 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -9455786.000000 Penalty: 5373.828613
	Iteration 85Q: 3 clusters Score -9455786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -9455794.000000 Penalty: 5373.828613
	Iteration 86Q: 3 clusters Score -9455794 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -9455783.000000 Penalty: 5373.828613
	Iteration 87Q: 3 clusters Score -9455783 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -9455762.000000 Penalty: 5373.828613
	Iteration 88Q: 3 clusters Score -9455762 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -9455805.000000 Penalty: 5373.828613
	Iteration 89Q: 3 clusters Score -9455805 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -9455785.000000 Penalty: 5373.828613
	Iteration 90Q: 3 clusters Score -9455785 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -9455776.000000 Penalty: 5373.828613
	Iteration 91Q: 3 clusters Score -9455776 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -9455773.000000 Penalty: 5373.828613
	Iteration 92Q: 3 clusters Score -9455773 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -9455770.000000 Penalty: 5373.828613
	Iteration 93Q: 3 clusters Score -9455770 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -9455784.000000 Penalty: 5373.828613
	Iteration 94Q: 3 clusters Score -9455784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -9455795.000000 Penalty: 5373.828613
	Iteration 95Q: 3 clusters Score -9455795 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -9455813.000000 Penalty: 5373.828613
	Iteration 96Q: 3 clusters Score -9455813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -9455823.000000 Penalty: 5373.828613
	Iteration 97Q: 3 clusters Score -9455823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -9455834.000000 Penalty: 5373.828613
	Iteration 98Q: 3 clusters Score -9455834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -9455833.000000 Penalty: 5373.828613
	Iteration 99Q: 3 clusters Score -9455833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -9455830.000000 Penalty: 5373.828613
	Iteration 100F: 3 clusters Score -9455830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -9455831.000000 Penalty: 5373.828613
	Iteration 101Q: 3 clusters Score -9455831 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -9455833.000000 Penalty: 5373.828613
	Iteration 102Q: 3 clusters Score -9455833 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -9455846.000000 Penalty: 5373.828613
	Iteration 103Q: 3 clusters Score -9455846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -9455853.000000 Penalty: 5373.828613
	Iteration 104Q: 3 clusters Score -9455853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -9455876.000000 Penalty: 5373.828613
	Iteration 105Q: 3 clusters Score -9455876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -9455876.000000 Penalty: 5373.828613
	Iteration 106Q: 3 clusters Score -9455876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -9455866.000000 Penalty: 5373.828613
	Iteration 107Q: 3 clusters Score -9455866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -9455863.000000 Penalty: 5373.828613
	Iteration 108Q: 3 clusters Score -9455863 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -9455867.000000 Penalty: 5373.828613
	Iteration 109Q: 3 clusters Score -9455867 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -9455870.000000 Penalty: 5373.828613
	Iteration 110Q: 3 clusters Score -9455870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -9455877.000000 Penalty: 5373.828613
	Iteration 111Q: 3 clusters Score -9455877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -9455877.000000 Penalty: 5373.828613
	Iteration 112Q: 3 clusters Score -9455877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -9455885.000000 Penalty: 5373.828613
	Iteration 113Q: 3 clusters Score -9455885 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -9455875.000000 Penalty: 5373.828613
	Iteration 114Q: 3 clusters Score -9455875 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -9455871.000000 Penalty: 5373.828613
	Iteration 115Q: 3 clusters Score -9455871 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -9455882.000000 Penalty: 5373.828613
	Iteration 116Q: 3 clusters Score -9455882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -9455870.000000 Penalty: 5373.828613
	Iteration 117Q: 3 clusters Score -9455870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -9455883.000000 Penalty: 5373.828613
	Iteration 118Q: 3 clusters Score -9455883 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -9455883.000000 Penalty: 5373.828613
	Iteration 119Q: 3 clusters Score -9455883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -9455884.000000 Penalty: 5373.828613
	Iteration 120F: 3 clusters Score -9455884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -9455872.000000 Penalty: 5373.828613
	Iteration 121Q: 3 clusters Score -9455872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -9455868.000000 Penalty: 5373.828613
	Iteration 122Q: 3 clusters Score -9455868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -9455886.000000 Penalty: 5373.828613
	Iteration 123Q: 3 clusters Score -9455886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -9455898.000000 Penalty: 5373.828613
	Iteration 124Q: 3 clusters Score -9455898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -9455914.000000 Penalty: 5373.828613
	Iteration 125Q: 3 clusters Score -9455914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -9455903.000000 Penalty: 5373.828613
	Iteration 126Q: 3 clusters Score -9455903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -9455877.000000 Penalty: 5373.828613
	Iteration 127Q: 3 clusters Score -9455877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -9455899.000000 Penalty: 5373.828613
	Iteration 128Q: 3 clusters Score -9455899 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -9455899.000000 Penalty: 5373.828613
	Iteration 129Q: 3 clusters Score -9455899 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -9455922.000000 Penalty: 5373.828613
	Iteration 130Q: 3 clusters Score -9455922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -9455925.000000 Penalty: 5373.828613
	Iteration 131Q: 3 clusters Score -9455925 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -9455928.000000 Penalty: 5373.828613
	Iteration 132Q: 3 clusters Score -9455928 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -9455943.000000 Penalty: 5373.828613
	Iteration 133Q: 3 clusters Score -9455943 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -9455928.000000 Penalty: 5373.828613
	Iteration 134Q: 3 clusters Score -9455928 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -9455954.000000 Penalty: 5373.828613
	Iteration 135Q: 3 clusters Score -9455954 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -9455950.000000 Penalty: 5373.828613
	Iteration 136Q: 3 clusters Score -9455950 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -9455938.000000 Penalty: 5373.828613
	Iteration 137Q: 3 clusters Score -9455938 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -9455935.000000 Penalty: 5373.828613
	Iteration 138Q: 3 clusters Score -9455935 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -9455940.000000 Penalty: 5373.828613
	Iteration 139Q: 3 clusters Score -9455940 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -9455943.000000 Penalty: 5373.828613
	Iteration 140F: 3 clusters Score -9455943 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -9455952.000000 Penalty: 5373.828613
	Iteration 141Q: 3 clusters Score -9455952 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -9455998.000000 Penalty: 5373.828613
	Iteration 142Q: 3 clusters Score -9455998 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -9456004.000000 Penalty: 5373.828613
	Iteration 143Q: 3 clusters Score -9456004 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -9456012.000000 Penalty: 5373.828613
	Iteration 144Q: 3 clusters Score -9456012 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -9455987.000000 Penalty: 5373.828613
	Iteration 145Q: 3 clusters Score -9455987 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -9455974.000000 Penalty: 5373.828613
	Iteration 146Q: 3 clusters Score -9455974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -9455975.000000 Penalty: 5373.828613
	Iteration 147Q: 3 clusters Score -9455975 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -9455971.000000 Penalty: 5373.828613
	Iteration 148Q: 3 clusters Score -9455971 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -9455968.000000 Penalty: 5373.828613
	Iteration 149Q: 3 clusters Score -9455968 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -9455989.000000 Penalty: 5373.828613
	Iteration 150Q: 3 clusters Score -9455989 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -9456001.000000 Penalty: 5373.828613
	Iteration 151Q: 3 clusters Score -9456001 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -9455999.000000 Penalty: 5373.828613
	Iteration 152Q: 3 clusters Score -9455999 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -9456022.000000 Penalty: 5373.828613
	Iteration 153Q: 3 clusters Score -9456022 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -9455989.000000 Penalty: 5373.828613
	Iteration 154Q: 3 clusters Score -9455989 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -9456018.000000 Penalty: 5373.828613
	Iteration 155Q: 3 clusters Score -9456018 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -9456002.000000 Penalty: 5373.828613
	Iteration 156Q: 3 clusters Score -9456002 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -9456016.000000 Penalty: 5373.828613
	Iteration 157Q: 3 clusters Score -9456016 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -9456037.000000 Penalty: 5373.828613
	Iteration 158Q: 3 clusters Score -9456037 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -9456089.000000 Penalty: 5373.828613
	Iteration 159Q: 3 clusters Score -9456089 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -9456091.000000 Penalty: 5373.828613
	Iteration 160F: 3 clusters Score -9456091 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -9456106.000000 Penalty: 5373.828613
	Iteration 161Q: 3 clusters Score -9456106 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -9456103.000000 Penalty: 5373.828613
	Iteration 162Q: 3 clusters Score -9456103 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -9456107.000000 Penalty: 5373.828613
	Iteration 163Q: 3 clusters Score -9456107 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -9456117.000000 Penalty: 5373.828613
	Iteration 164Q: 3 clusters Score -9456117 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -9456114.000000 Penalty: 5373.828613
	Iteration 165Q: 3 clusters Score -9456114 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -9456120.000000 Penalty: 5373.828613
	Iteration 166Q: 3 clusters Score -9456120 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -9456120.000000 Penalty: 5373.828613
	Iteration 167Q: 3 clusters Score -9456120 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -9456131.000000 Penalty: 5373.828613
	Iteration 168Q: 3 clusters Score -9456131 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -9456139.000000 Penalty: 5373.828613
	Iteration 169Q: 3 clusters Score -9456139 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -9456127.000000 Penalty: 5373.828613
	Iteration 170Q: 3 clusters Score -9456127 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -9456105.000000 Penalty: 5373.828613
	Iteration 171Q: 3 clusters Score -9456105 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -9456100.000000 Penalty: 5373.828613
	Iteration 172Q: 3 clusters Score -9456100 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -9456105.000000 Penalty: 5373.828613
	Iteration 173Q: 3 clusters Score -9456105 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -9456072.000000 Penalty: 5373.828613
	Iteration 174Q: 3 clusters Score -9456072 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -9456046.000000 Penalty: 5373.828613
	Iteration 175Q: 3 clusters Score -9456046 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -9456036.000000 Penalty: 5373.828613
	Iteration 176Q: 3 clusters Score -9456036 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -9456029.000000 Penalty: 5373.828613
	Iteration 177Q: 3 clusters Score -9456029 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -9456047.000000 Penalty: 5373.828613
	Iteration 178Q: 3 clusters Score -9456047 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -9456047.000000 Penalty: 5373.828613
	Iteration 179Q: 3 clusters Score -9456047 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -9456027.000000 Penalty: 5373.828613
	Iteration 180F: 3 clusters Score -9456027 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -9456040.000000 Penalty: 5373.828613
	Iteration 181Q: 3 clusters Score -9456040 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -9456067.000000 Penalty: 5373.828613
	Iteration 182Q: 3 clusters Score -9456067 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -9456060.000000 Penalty: 5373.828613
	Iteration 183Q: 3 clusters Score -9456060 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -9456022.000000 Penalty: 5373.828613
	Iteration 184Q: 3 clusters Score -9456022 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -9456005.000000 Penalty: 5373.828613
	Iteration 185Q: 3 clusters Score -9456005 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -9455981.000000 Penalty: 5373.828613
	Iteration 186Q: 3 clusters Score -9455981 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -9455963.000000 Penalty: 5373.828613
	Iteration 187Q: 3 clusters Score -9455963 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -9455979.000000 Penalty: 5373.828613
	Iteration 188Q: 3 clusters Score -9455979 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -9456005.000000 Penalty: 5373.828613
	Iteration 189Q: 3 clusters Score -9456005 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -9455984.000000 Penalty: 5373.828613
	Iteration 190Q: 3 clusters Score -9455984 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -9455929.000000 Penalty: 5373.828613
	Iteration 191Q: 3 clusters Score -9455929 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -9455949.000000 Penalty: 5373.828613
	Iteration 192Q: 3 clusters Score -9455949 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -9455935.000000 Penalty: 5373.828613
	Iteration 193Q: 3 clusters Score -9455935 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -9455947.000000 Penalty: 5373.828613
	Iteration 194Q: 3 clusters Score -9455947 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -9455939.000000 Penalty: 5373.828613
	Iteration 195Q: 3 clusters Score -9455939 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -9455929.000000 Penalty: 5373.828613
	Iteration 196Q: 3 clusters Score -9455929 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -9455954.000000 Penalty: 5373.828613
	Iteration 197Q: 3 clusters Score -9455954 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -9455911.000000 Penalty: 5373.828613
	Iteration 198Q: 3 clusters Score -9455911 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -9455906.000000 Penalty: 5373.828613
	Iteration 199Q: 3 clusters Score -9455906 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -9455917.000000 Penalty: 5373.828613
	Iteration 200F: 3 clusters Score -9455917 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -9455932.000000 Penalty: 5373.828613
	Iteration 201Q: 3 clusters Score -9455932 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -9455926.000000 Penalty: 5373.828613
	Iteration 202Q: 3 clusters Score -9455926 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -9455940.000000 Penalty: 5373.828613
	Iteration 203Q: 3 clusters Score -9455940 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -9455913.000000 Penalty: 5373.828613
	Iteration 204Q: 3 clusters Score -9455913 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -9455930.000000 Penalty: 5373.828613
	Iteration 205Q: 3 clusters Score -9455930 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -9455928.000000 Penalty: 5373.828613
	Iteration 206Q: 3 clusters Score -9455928 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -9455908.000000 Penalty: 5373.828613
	Iteration 207Q: 3 clusters Score -9455908 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -9455901.000000 Penalty: 5373.828613
	Iteration 208Q: 3 clusters Score -9455901 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -9455892.000000 Penalty: 5373.828613
	Iteration 209Q: 3 clusters Score -9455892 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -9455865.000000 Penalty: 5373.828613
	Iteration 210Q: 3 clusters Score -9455865 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -9455887.000000 Penalty: 5373.828613
	Iteration 211Q: 3 clusters Score -9455887 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -9455922.000000 Penalty: 5373.828613
	Iteration 212Q: 3 clusters Score -9455922 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -9455954.000000 Penalty: 5373.828613
	Iteration 213Q: 3 clusters Score -9455954 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -9455954.000000 Penalty: 5373.828613
	Iteration 214Q: 3 clusters Score -9455954 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -9455940.000000 Penalty: 5373.828613
	Iteration 215Q: 3 clusters Score -9455940 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -9455952.000000 Penalty: 5373.828613
	Iteration 216Q: 3 clusters Score -9455952 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -9455908.000000 Penalty: 5373.828613
	Iteration 217Q: 3 clusters Score -9455908 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -9455877.000000 Penalty: 5373.828613
	Iteration 218Q: 3 clusters Score -9455877 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -9455821.000000 Penalty: 5373.828613
	Iteration 219Q: 3 clusters Score -9455821 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -9455754.000000 Penalty: 5373.828613
	Iteration 220F: 3 clusters Score -9455754 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -9455640.000000 Penalty: 5373.828613
	Iteration 221Q: 3 clusters Score -9455640 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -9455560.000000 Penalty: 5373.828613
	Iteration 222Q: 3 clusters Score -9455560 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -9455452.000000 Penalty: 5373.828613
	Iteration 223Q: 3 clusters Score -9455452 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -9455344.000000 Penalty: 5373.828613
	Iteration 224Q: 3 clusters Score -9455344 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -9455282.000000 Penalty: 5373.828613
	Iteration 225Q: 3 clusters Score -9455282 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -9455204.000000 Penalty: 5373.828613
	Iteration 226Q: 3 clusters Score -9455204 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -9455119.000000 Penalty: 5373.828613
	Iteration 227Q: 3 clusters Score -9455119 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -9454980.000000 Penalty: 5373.828613
	Iteration 228Q: 3 clusters Score -9454980 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -9454893.000000 Penalty: 5373.828613
	Iteration 229Q: 3 clusters Score -9454893 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -9454778.000000 Penalty: 5373.828613
	Iteration 230Q: 3 clusters Score -9454778 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -9454680.000000 Penalty: 5373.828613
	Iteration 231Q: 3 clusters Score -9454680 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -9454632.000000 Penalty: 5373.828613
	Iteration 232Q: 3 clusters Score -9454632 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -9454557.000000 Penalty: 5373.828613
	Iteration 233Q: 3 clusters Score -9454557 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -9454461.000000 Penalty: 5373.828613
	Iteration 234Q: 3 clusters Score -9454461 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -9454394.000000 Penalty: 5373.828613
	Iteration 235Q: 3 clusters Score -9454394 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -9454316.000000 Penalty: 5373.828613
	Iteration 236Q: 3 clusters Score -9454316 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -9454280.000000 Penalty: 5373.828613
	Iteration 237Q: 3 clusters Score -9454280 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -9454223.000000 Penalty: 5373.828613
	Iteration 238Q: 3 clusters Score -9454223 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -9454158.000000 Penalty: 5373.828613
	Iteration 239Q: 3 clusters Score -9454158 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -9454148.000000 Penalty: 5373.828613
	Iteration 240F: 3 clusters Score -9454148 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -9454098.000000 Penalty: 5373.828613
	Iteration 241Q: 3 clusters Score -9454098 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -9454042.000000 Penalty: 5373.828613
	Iteration 242Q: 3 clusters Score -9454042 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -9454008.000000 Penalty: 5373.828613
	Iteration 243Q: 3 clusters Score -9454008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -9454020.000000 Penalty: 5373.828613
	Iteration 244Q: 3 clusters Score -9454020 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -9453964.000000 Penalty: 5373.828613
	Iteration 245Q: 3 clusters Score -9453964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -9453965.000000 Penalty: 5373.828613
	Iteration 246Q: 3 clusters Score -9453965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -9453978.000000 Penalty: 5373.828613
	Iteration 247Q: 3 clusters Score -9453978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -9453956.000000 Penalty: 5373.828613
	Iteration 248Q: 3 clusters Score -9453956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -9453927.000000 Penalty: 5373.828613
	Iteration 249Q: 3 clusters Score -9453927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -9453912.000000 Penalty: 5373.828613
	Iteration 250Q: 3 clusters Score -9453912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -9453919.000000 Penalty: 5373.828613
	Iteration 251Q: 3 clusters Score -9453919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -9453899.000000 Penalty: 5373.828613
	Iteration 252Q: 3 clusters Score -9453899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -9453893.000000 Penalty: 5373.828613
	Iteration 253Q: 3 clusters Score -9453893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -9453899.000000 Penalty: 5373.828613
	Iteration 254Q: 3 clusters Score -9453899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -9453902.000000 Penalty: 5373.828613
	Iteration 255Q: 3 clusters Score -9453902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -9453885.000000 Penalty: 5373.828613
	Iteration 256Q: 3 clusters Score -9453885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -9453888.000000 Penalty: 5373.828613
	Iteration 257Q: 3 clusters Score -9453888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -9453883.000000 Penalty: 5373.828613
	Iteration 258Q: 3 clusters Score -9453883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -9453877.000000 Penalty: 5373.828613
	Iteration 259Q: 3 clusters Score -9453877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -9453885.000000 Penalty: 5373.828613
	Iteration 260F: 3 clusters Score -9453885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -9453882.000000 Penalty: 5373.828613
	Iteration 261Q: 3 clusters Score -9453882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -9453876.000000 Penalty: 5373.828613
	Iteration 262Q: 3 clusters Score -9453876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -9453864.000000 Penalty: 5373.828613
	Iteration 263Q: 3 clusters Score -9453864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -9453872.000000 Penalty: 5373.828613
	Iteration 264Q: 3 clusters Score -9453872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -9453859.000000 Penalty: 5373.828613
	Iteration 265Q: 3 clusters Score -9453859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -9453859.000000 Penalty: 5373.828613
	Iteration 266Q: 3 clusters Score -9453859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -9453857.000000 Penalty: 5373.828613
	Iteration 267Q: 3 clusters Score -9453857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -9453853.000000 Penalty: 5373.828613
	Iteration 268Q: 3 clusters Score -9453853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -9453857.000000 Penalty: 5373.828613
	Iteration 269Q: 3 clusters Score -9453857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -9453859.000000 Penalty: 5373.828613
	Iteration 270Q: 3 clusters Score -9453859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -9453857.000000 Penalty: 5373.828613
	Iteration 271Q: 3 clusters Score -9453857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -9453858.000000 Penalty: 5373.828613
	Iteration 272Q: 3 clusters Score -9453858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -9453847.000000 Penalty: 5373.828613
	Iteration 273Q: 3 clusters Score -9453847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -9453845.000000 Penalty: 5373.828613
	Iteration 274Q: 3 clusters Score -9453845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -9453845.000000 Penalty: 5373.828613
	Iteration 275Q: 3 clusters Score -9453845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -9453849.000000 Penalty: 5373.828613
	Iteration 276Q: 3 clusters Score -9453849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -9453849.000000 Penalty: 5373.828613
	Iteration 277Q: 3 clusters Score -9453849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -9453854.000000 Penalty: 5373.828613
	Iteration 278Q: 3 clusters Score -9453854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -9453855.000000 Penalty: 5373.828613
	Iteration 279Q: 3 clusters Score -9453855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -9453843.000000 Penalty: 5373.828613
	Iteration 280F: 3 clusters Score -9453843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Entering Unmasked Estep 
Score: -9270835.000000 Penalty: 2681.358154
	Iteration 0F: 2 clusters Score -9270835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -9241389.000000 Penalty: 5362.716309
	Iteration 0F: 3 clusters Score -9241389 nChanged 22972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -9254175.000000 Penalty: 5362.716309
	Iteration 1F: 3 clusters Score -9254175 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -9254742.000000 Penalty: 5362.716309
	Iteration 2Q: 3 clusters Score -9254742 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -9255162.000000 Penalty: 5362.716309
	Iteration 3Q: 3 clusters Score -9255162 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -9255602.000000 Penalty: 5362.716309
	Iteration 4Q: 3 clusters Score -9255602 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -9256184.000000 Penalty: 5362.716309
	Iteration 5Q: 3 clusters Score -9256184 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -9256946.000000 Penalty: 5362.716309
	Iteration 6Q: 3 clusters Score -9256946 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -9258042.000000 Penalty: 5362.716309
	Iteration 7Q: 3 clusters Score -9258042 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -9259457.000000 Penalty: 5362.716309
	Iteration 8F: 3 clusters Score -9259457 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -9261297.000000 Penalty: 5362.716309
	Iteration 9F: 3 clusters Score -9261297 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -9263432.000000 Penalty: 5362.716309
	Iteration 10F: 3 clusters Score -9263432 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -9265312.000000 Penalty: 5362.716309
	Iteration 11F: 3 clusters Score -9265312 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -9266751.000000 Penalty: 5362.716309
	Iteration 12Q: 3 clusters Score -9266751 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -9267630.000000 Penalty: 5362.716309
	Iteration 13Q: 3 clusters Score -9267630 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -9268117.000000 Penalty: 5362.716309
	Iteration 14Q: 3 clusters Score -9268117 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -9268463.000000 Penalty: 5362.716309
	Iteration 15Q: 3 clusters Score -9268463 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -9268725.000000 Penalty: 5362.716309
	Iteration 16Q: 3 clusters Score -9268725 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -9268914.000000 Penalty: 5362.716309
	Iteration 17Q: 3 clusters Score -9268914 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -9269067.000000 Penalty: 5362.716309
	Iteration 18Q: 3 clusters Score -9269067 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -9269147.000000 Penalty: 5362.716309
	Iteration 19Q: 3 clusters Score -9269147 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -9269078.000000 Penalty: 5362.716309
	Iteration 20F: 3 clusters Score -9269078 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -9269101.000000 Penalty: 5362.716309
	Iteration 21Q: 3 clusters Score -9269101 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -9269119.000000 Penalty: 5362.716309
	Iteration 22Q: 3 clusters Score -9269119 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -9269123.000000 Penalty: 5362.716309
	Iteration 23Q: 3 clusters Score -9269123 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -9269039.000000 Penalty: 5362.716309
	Iteration 24Q: 3 clusters Score -9269039 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -9268899.000000 Penalty: 5362.716309
	Iteration 25Q: 3 clusters Score -9268899 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -9268858.000000 Penalty: 5362.716309
	Iteration 26Q: 3 clusters Score -9268858 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -9268831.000000 Penalty: 5362.716309
	Iteration 27Q: 3 clusters Score -9268831 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -9268817.000000 Penalty: 5362.716309
	Iteration 28Q: 3 clusters Score -9268817 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -9268810.000000 Penalty: 5362.716309
	Iteration 29Q: 3 clusters Score -9268810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -9268809.000000 Penalty: 5362.716309
	Iteration 30Q: 3 clusters Score -9268809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -9268795.000000 Penalty: 5362.716309
	Iteration 31Q: 3 clusters Score -9268795 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -9268808.000000 Penalty: 5362.716309
	Iteration 32Q: 3 clusters Score -9268808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -9268797.000000 Penalty: 5362.716309
	Iteration 33Q: 3 clusters Score -9268797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -9268811.000000 Penalty: 5362.716309
	Iteration 34Q: 3 clusters Score -9268811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -9268817.000000 Penalty: 5362.716309
	Iteration 35Q: 3 clusters Score -9268817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -9268816.000000 Penalty: 5362.716309
	Iteration 36Q: 3 clusters Score -9268816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -9268810.000000 Penalty: 5362.716309
	Iteration 37Q: 3 clusters Score -9268810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -9268813.000000 Penalty: 5362.716309
	Iteration 38Q: 3 clusters Score -9268813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -9268818.000000 Penalty: 5362.716309
	Iteration 39Q: 3 clusters Score -9268818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -9268824.000000 Penalty: 5362.716309
	Iteration 40F: 3 clusters Score -9268824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -9268819.000000 Penalty: 5362.716309
	Iteration 41Q: 3 clusters Score -9268819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -9268815.000000 Penalty: 5362.716309
	Iteration 42Q: 3 clusters Score -9268815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -9268817.000000 Penalty: 5362.716309
	Iteration 43Q: 3 clusters Score -9268817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -9268813.000000 Penalty: 5362.716309
	Iteration 44Q: 3 clusters Score -9268813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -9268813.000000 Penalty: 5362.716309
	Iteration 45Q: 3 clusters Score -9268813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -9268812.000000 Penalty: 5362.716309
	Iteration 46Q: 3 clusters Score -9268812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -9268812.000000 Penalty: 5362.716309
	Iteration 47F: 3 clusters Score -9268812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -412189.968750 Penalty: 1928.892578
	Iteration 0F: 2 clusters Score -412190 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 1158 members 
Entering Unmasked Estep 
Score: -409342.656250 Penalty: 3857.785156
	Iteration 0F: 3 clusters Score -409342.7 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -410016.343750 Penalty: 3857.785156
	Iteration 1F: 3 clusters Score -410016.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -410321.000000 Penalty: 3857.785156
	Iteration 2F: 3 clusters Score -410321 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -410566.906250 Penalty: 3857.785156
	Iteration 3F: 3 clusters Score -410566.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -410753.375000 Penalty: 3857.785156
	Iteration 4F: 3 clusters Score -410753.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -410920.781250 Penalty: 3857.785156
	Iteration 5F: 3 clusters Score -410920.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -411009.156250 Penalty: 3857.785156
	Iteration 6Q: 3 clusters Score -411009.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -411064.312500 Penalty: 3857.785156
	Iteration 7Q: 3 clusters Score -411064.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -411110.000000 Penalty: 3857.785156
	Iteration 8Q: 3 clusters Score -411110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -411154.312500 Penalty: 3857.785156
	Iteration 9Q: 3 clusters Score -411154.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -411186.000000 Penalty: 3857.785156
	Iteration 10Q: 3 clusters Score -411186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -411210.625000 Penalty: 3857.785156
	Iteration 11Q: 3 clusters Score -411210.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -411220.312500 Penalty: 3857.785156
	Iteration 12Q: 3 clusters Score -411220.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -411229.843750 Penalty: 3857.785156
	Iteration 13Q: 3 clusters Score -411229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -411241.406250 Penalty: 3857.785156
	Iteration 14Q: 3 clusters Score -411241.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -411249.250000 Penalty: 3857.785156
	Iteration 15Q: 3 clusters Score -411249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -411256.937500 Penalty: 3857.785156
	Iteration 16Q: 3 clusters Score -411256.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -411265.125000 Penalty: 3857.785156
	Iteration 17Q: 3 clusters Score -411265.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -411273.687500 Penalty: 3857.785156
	Iteration 18Q: 3 clusters Score -411273.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -411282.593750 Penalty: 3857.785156
	Iteration 19Q: 3 clusters Score -411282.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -411292.906250 Penalty: 3857.785156
	Iteration 20F: 3 clusters Score -411292.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -411297.812500 Penalty: 3857.785156
	Iteration 21Q: 3 clusters Score -411297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -411301.125000 Penalty: 3857.785156
	Iteration 22Q: 3 clusters Score -411301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -411303.000000 Penalty: 3857.785156
	Iteration 23Q: 3 clusters Score -411303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -411305.187500 Penalty: 3857.785156
	Iteration 24Q: 3 clusters Score -411305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -411305.875000 Penalty: 3857.785156
	Iteration 25Q: 3 clusters Score -411305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -411305.875000 Penalty: 3857.785156
	Iteration 26F: 3 clusters Score -411305.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Entering Unmasked Estep 
Score: -7793106.500000 Penalty: 2640.336914
	Iteration 0F: 2 clusters Score -7793106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -7764698.000000 Penalty: 5280.673828
	Iteration 0F: 3 clusters Score -7764698 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -7775491.500000 Penalty: 5280.673828
	Iteration 1F: 3 clusters Score -7775492 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -7775976.000000 Penalty: 5280.673828
	Iteration 2Q: 3 clusters Score -7775976 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -7776485.000000 Penalty: 5280.673828
	Iteration 3Q: 3 clusters Score -7776485 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -7777055.500000 Penalty: 5280.673828
	Iteration 4Q: 3 clusters Score -7777056 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -7777772.000000 Penalty: 5280.673828
	Iteration 5Q: 3 clusters Score -7777772 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -7778649.500000 Penalty: 5280.673828
	Iteration 6Q: 3 clusters Score -7778650 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -7779561.000000 Penalty: 5280.673828
	Iteration 7Q: 3 clusters Score -7779561 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -7780636.500000 Penalty: 5280.673828
	Iteration 8Q: 3 clusters Score -7780636 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -7781820.000000 Penalty: 5280.673828
	Iteration 9Q: 3 clusters Score -7781820 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -7783031.000000 Penalty: 5280.673828
	Iteration 10Q: 3 clusters Score -7783031 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -7784201.000000 Penalty: 5280.673828
	Iteration 11Q: 3 clusters Score -7784201 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -7785054.000000 Penalty: 5280.673828
	Iteration 12Q: 3 clusters Score -7785054 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -7785782.000000 Penalty: 5280.673828
	Iteration 13Q: 3 clusters Score -7785782 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -7786357.500000 Penalty: 5280.673828
	Iteration 14Q: 3 clusters Score -7786358 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -7786721.500000 Penalty: 5280.673828
	Iteration 15Q: 3 clusters Score -7786722 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -7786955.500000 Penalty: 5280.673828
	Iteration 16Q: 3 clusters Score -7786956 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -7787099.500000 Penalty: 5280.673828
	Iteration 17Q: 3 clusters Score -7787100 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -7787231.000000 Penalty: 5280.673828
	Iteration 18Q: 3 clusters Score -7787231 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -7787333.000000 Penalty: 5280.673828
	Iteration 19Q: 3 clusters Score -7787333 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -7787375.500000 Penalty: 5280.673828
	Iteration 20F: 3 clusters Score -7787376 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -7787454.500000 Penalty: 5280.673828
	Iteration 21Q: 3 clusters Score -7787454 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -7787536.500000 Penalty: 5280.673828
	Iteration 22Q: 3 clusters Score -7787536 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -7787583.500000 Penalty: 5280.673828
	Iteration 23Q: 3 clusters Score -7787584 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -7787616.000000 Penalty: 5280.673828
	Iteration 24Q: 3 clusters Score -7787616 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -7787682.000000 Penalty: 5280.673828
	Iteration 25Q: 3 clusters Score -7787682 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -7787726.000000 Penalty: 5280.673828
	Iteration 26Q: 3 clusters Score -7787726 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -7787789.500000 Penalty: 5280.673828
	Iteration 27Q: 3 clusters Score -7787790 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -7787864.000000 Penalty: 5280.673828
	Iteration 28Q: 3 clusters Score -7787864 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -7787912.000000 Penalty: 5280.673828
	Iteration 29Q: 3 clusters Score -7787912 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -7788013.000000 Penalty: 5280.673828
	Iteration 30Q: 3 clusters Score -7788013 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -7788110.500000 Penalty: 5280.673828
	Iteration 31Q: 3 clusters Score -7788110 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -7788159.000000 Penalty: 5280.673828
	Iteration 32Q: 3 clusters Score -7788159 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -7788193.000000 Penalty: 5280.673828
	Iteration 33Q: 3 clusters Score -7788193 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -7788257.000000 Penalty: 5280.673828
	Iteration 34Q: 3 clusters Score -7788257 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -7788321.000000 Penalty: 5280.673828
	Iteration 35Q: 3 clusters Score -7788321 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -7788398.000000 Penalty: 5280.673828
	Iteration 36Q: 3 clusters Score -7788398 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -7788493.500000 Penalty: 5280.673828
	Iteration 37Q: 3 clusters Score -7788494 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -7788527.500000 Penalty: 5280.673828
	Iteration 38Q: 3 clusters Score -7788528 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -7788589.000000 Penalty: 5280.673828
	Iteration 39Q: 3 clusters Score -7788589 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -7788686.500000 Penalty: 5280.673828
	Iteration 40F: 3 clusters Score -7788686 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -7788796.500000 Penalty: 5280.673828
	Iteration 41Q: 3 clusters Score -7788796 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -7788908.500000 Penalty: 5280.673828
	Iteration 42Q: 3 clusters Score -7788908 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -7789013.500000 Penalty: 5280.673828
	Iteration 43Q: 3 clusters Score -7789014 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -7789126.500000 Penalty: 5280.673828
	Iteration 44Q: 3 clusters Score -7789126 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -7789239.500000 Penalty: 5280.673828
	Iteration 45Q: 3 clusters Score -7789240 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -7789351.000000 Penalty: 5280.673828
	Iteration 46Q: 3 clusters Score -7789351 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -7789501.500000 Penalty: 5280.673828
	Iteration 47Q: 3 clusters Score -7789502 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -7789635.500000 Penalty: 5280.673828
	Iteration 48Q: 3 clusters Score -7789636 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -7789760.500000 Penalty: 5280.673828
	Iteration 49Q: 3 clusters Score -7789760 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -7789879.500000 Penalty: 5280.673828
	Iteration 50Q: 3 clusters Score -7789880 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -7790016.000000 Penalty: 5280.673828
	Iteration 51Q: 3 clusters Score -7790016 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -7790149.000000 Penalty: 5280.673828
	Iteration 52Q: 3 clusters Score -7790149 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -7790223.000000 Penalty: 5280.673828
	Iteration 53Q: 3 clusters Score -7790223 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -7790327.000000 Penalty: 5280.673828
	Iteration 54Q: 3 clusters Score -7790327 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -7790437.000000 Penalty: 5280.673828
	Iteration 55Q: 3 clusters Score -7790437 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -7790514.000000 Penalty: 5280.673828
	Iteration 56Q: 3 clusters Score -7790514 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -7790573.500000 Penalty: 5280.673828
	Iteration 57Q: 3 clusters Score -7790574 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -7790635.000000 Penalty: 5280.673828
	Iteration 58Q: 3 clusters Score -7790635 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -7790669.000000 Penalty: 5280.673828
	Iteration 59Q: 3 clusters Score -7790669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -7790699.500000 Penalty: 5280.673828
	Iteration 60F: 3 clusters Score -7790700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -7790737.500000 Penalty: 5280.673828
	Iteration 61Q: 3 clusters Score -7790738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -7790762.500000 Penalty: 5280.673828
	Iteration 62Q: 3 clusters Score -7790762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -7790778.000000 Penalty: 5280.673828
	Iteration 63Q: 3 clusters Score -7790778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -7790803.000000 Penalty: 5280.673828
	Iteration 64Q: 3 clusters Score -7790803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -7790806.500000 Penalty: 5280.673828
	Iteration 65Q: 3 clusters Score -7790806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -7790816.500000 Penalty: 5280.673828
	Iteration 66Q: 3 clusters Score -7790816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -7790841.500000 Penalty: 5280.673828
	Iteration 67Q: 3 clusters Score -7790842 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -7790873.500000 Penalty: 5280.673828
	Iteration 68Q: 3 clusters Score -7790874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -7790878.500000 Penalty: 5280.673828
	Iteration 69Q: 3 clusters Score -7790878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -7790886.000000 Penalty: 5280.673828
	Iteration 70Q: 3 clusters Score -7790886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -7790898.500000 Penalty: 5280.673828
	Iteration 71Q: 3 clusters Score -7790898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -7790908.500000 Penalty: 5280.673828
	Iteration 72Q: 3 clusters Score -7790908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -7790915.000000 Penalty: 5280.673828
	Iteration 73Q: 3 clusters Score -7790915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -7790913.500000 Penalty: 5280.673828
	Iteration 74Q: 3 clusters Score -7790914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -7790929.000000 Penalty: 5280.673828
	Iteration 75Q: 3 clusters Score -7790929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -7790934.500000 Penalty: 5280.673828
	Iteration 76Q: 3 clusters Score -7790934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -7790934.000000 Penalty: 5280.673828
	Iteration 77Q: 3 clusters Score -7790934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -7790938.500000 Penalty: 5280.673828
	Iteration 78Q: 3 clusters Score -7790938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -7790940.000000 Penalty: 5280.673828
	Iteration 79Q: 3 clusters Score -7790940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -7790939.500000 Penalty: 5280.673828
	Iteration 80F: 3 clusters Score -7790940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -7790940.500000 Penalty: 5280.673828
	Iteration 81Q: 3 clusters Score -7790940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -7790936.500000 Penalty: 5280.673828
	Iteration 82Q: 3 clusters Score -7790936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -7790939.500000 Penalty: 5280.673828
	Iteration 83Q: 3 clusters Score -7790940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7790942.000000 Penalty: 5280.673828
	Iteration 84Q: 3 clusters Score -7790942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -7790942.500000 Penalty: 5280.673828
	Iteration 85Q: 3 clusters Score -7790942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -7790939.000000 Penalty: 5280.673828
	Iteration 86Q: 3 clusters Score -7790939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -7790946.000000 Penalty: 5280.673828
	Iteration 87Q: 3 clusters Score -7790946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -7790943.500000 Penalty: 5280.673828
	Iteration 88Q: 3 clusters Score -7790944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -7790952.000000 Penalty: 5280.673828
	Iteration 89Q: 3 clusters Score -7790952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -7790950.500000 Penalty: 5280.673828
	Iteration 90Q: 3 clusters Score -7790950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -7790946.000000 Penalty: 5280.673828
	Iteration 91Q: 3 clusters Score -7790946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -7790945.500000 Penalty: 5280.673828
	Iteration 92Q: 3 clusters Score -7790946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -7790943.500000 Penalty: 5280.673828
	Iteration 93Q: 3 clusters Score -7790944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -7790943.000000 Penalty: 5280.673828
	Iteration 94Q: 3 clusters Score -7790943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -7790950.000000 Penalty: 5280.673828
	Iteration 95Q: 3 clusters Score -7790950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -7790947.000000 Penalty: 5280.673828
	Iteration 96Q: 3 clusters Score -7790947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -7790959.500000 Penalty: 5280.673828
	Iteration 97Q: 3 clusters Score -7790960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -7790957.500000 Penalty: 5280.673828
	Iteration 98Q: 3 clusters Score -7790958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -7790967.000000 Penalty: 5280.673828
	Iteration 99Q: 3 clusters Score -7790967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -7790958.000000 Penalty: 5280.673828
	Iteration 100F: 3 clusters Score -7790958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -7790966.500000 Penalty: 5280.673828
	Iteration 101Q: 3 clusters Score -7790966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -7790971.000000 Penalty: 5280.673828
	Iteration 102Q: 3 clusters Score -7790971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -7790972.000000 Penalty: 5280.673828
	Iteration 103Q: 3 clusters Score -7790972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -7790977.500000 Penalty: 5280.673828
	Iteration 104Q: 3 clusters Score -7790978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -7790974.500000 Penalty: 5280.673828
	Iteration 105Q: 3 clusters Score -7790974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -7790969.500000 Penalty: 5280.673828
	Iteration 106Q: 3 clusters Score -7790970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -7790969.500000 Penalty: 5280.673828
	Iteration 107F: 3 clusters Score -7790970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Entering Unmasked Estep 
Score: -7978611.500000 Penalty: 2647.842773
	Iteration 0F: 2 clusters Score -7978612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -7949709.000000 Penalty: 5295.685547
	Iteration 0F: 3 clusters Score -7949709 nChanged 19751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -7960191.500000 Penalty: 5295.685547
	Iteration 1F: 3 clusters Score -7960192 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -7960809.000000 Penalty: 5295.685547
	Iteration 2Q: 3 clusters Score -7960809 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -7961429.000000 Penalty: 5295.685547
	Iteration 3Q: 3 clusters Score -7961429 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -7962290.000000 Penalty: 5295.685547
	Iteration 4Q: 3 clusters Score -7962290 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -7963458.000000 Penalty: 5295.685547
	Iteration 5F: 3 clusters Score -7963458 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -7965250.000000 Penalty: 5295.685547
	Iteration 6F: 3 clusters Score -7965250 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -7967489.000000 Penalty: 5295.685547
	Iteration 7F: 3 clusters Score -7967489 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -7970040.500000 Penalty: 5295.685547
	Iteration 8F: 3 clusters Score -7970040 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -7972219.500000 Penalty: 5295.685547
	Iteration 9F: 3 clusters Score -7972220 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -7973871.000000 Penalty: 5295.685547
	Iteration 10Q: 3 clusters Score -7973871 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -7974846.500000 Penalty: 5295.685547
	Iteration 11Q: 3 clusters Score -7974846 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -7975391.000000 Penalty: 5295.685547
	Iteration 12Q: 3 clusters Score -7975391 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -7975748.000000 Penalty: 5295.685547
	Iteration 13Q: 3 clusters Score -7975748 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -7975970.500000 Penalty: 5295.685547
	Iteration 14Q: 3 clusters Score -7975970 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -7976115.500000 Penalty: 5295.685547
	Iteration 15Q: 3 clusters Score -7976116 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -7976190.500000 Penalty: 5295.685547
	Iteration 16Q: 3 clusters Score -7976190 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -7976307.500000 Penalty: 5295.685547
	Iteration 17Q: 3 clusters Score -7976308 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -7976381.500000 Penalty: 5295.685547
	Iteration 18Q: 3 clusters Score -7976382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -7976429.000000 Penalty: 5295.685547
	Iteration 19Q: 3 clusters Score -7976429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7976481.000000 Penalty: 5295.685547
	Iteration 20F: 3 clusters Score -7976481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -7976497.500000 Penalty: 5295.685547
	Iteration 21Q: 3 clusters Score -7976498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -7976493.000000 Penalty: 5295.685547
	Iteration 22Q: 3 clusters Score -7976493 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -7976515.000000 Penalty: 5295.685547
	Iteration 23Q: 3 clusters Score -7976515 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -7976537.000000 Penalty: 5295.685547
	Iteration 24Q: 3 clusters Score -7976537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -7976546.000000 Penalty: 5295.685547
	Iteration 25Q: 3 clusters Score -7976546 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -7976564.500000 Penalty: 5295.685547
	Iteration 26Q: 3 clusters Score -7976564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -7976572.500000 Penalty: 5295.685547
	Iteration 27Q: 3 clusters Score -7976572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -7976570.000000 Penalty: 5295.685547
	Iteration 28Q: 3 clusters Score -7976570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -7976578.000000 Penalty: 5295.685547
	Iteration 29Q: 3 clusters Score -7976578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -7976594.000000 Penalty: 5295.685547
	Iteration 30Q: 3 clusters Score -7976594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -7976606.500000 Penalty: 5295.685547
	Iteration 31Q: 3 clusters Score -7976606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -7976611.500000 Penalty: 5295.685547
	Iteration 32Q: 3 clusters Score -7976612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -7976632.000000 Penalty: 5295.685547
	Iteration 33Q: 3 clusters Score -7976632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -7976651.500000 Penalty: 5295.685547
	Iteration 34Q: 3 clusters Score -7976652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -7976657.000000 Penalty: 5295.685547
	Iteration 35Q: 3 clusters Score -7976657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -7976662.000000 Penalty: 5295.685547
	Iteration 36Q: 3 clusters Score -7976662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -7976666.000000 Penalty: 5295.685547
	Iteration 37Q: 3 clusters Score -7976666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7976658.000000 Penalty: 5295.685547
	Iteration 38Q: 3 clusters Score -7976658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -7976668.000000 Penalty: 5295.685547
	Iteration 39Q: 3 clusters Score -7976668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -7976661.000000 Penalty: 5295.685547
	Iteration 40F: 3 clusters Score -7976661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -7976671.000000 Penalty: 5295.685547
	Iteration 41Q: 3 clusters Score -7976671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -7976677.500000 Penalty: 5295.685547
	Iteration 42Q: 3 clusters Score -7976678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -7976684.000000 Penalty: 5295.685547
	Iteration 43Q: 3 clusters Score -7976684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -7976683.000000 Penalty: 5295.685547
	Iteration 44Q: 3 clusters Score -7976683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -7976686.500000 Penalty: 5295.685547
	Iteration 45Q: 3 clusters Score -7976686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -7976685.500000 Penalty: 5295.685547
	Iteration 46Q: 3 clusters Score -7976686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -7976688.500000 Penalty: 5295.685547
	Iteration 47Q: 3 clusters Score -7976688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -7976691.000000 Penalty: 5295.685547
	Iteration 48Q: 3 clusters Score -7976691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -7976690.500000 Penalty: 5295.685547
	Iteration 49Q: 3 clusters Score -7976690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7976688.500000 Penalty: 5295.685547
	Iteration 50Q: 3 clusters Score -7976688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7976690.000000 Penalty: 5295.685547
	Iteration 51Q: 3 clusters Score -7976690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -7976687.000000 Penalty: 5295.685547
	Iteration 52Q: 3 clusters Score -7976687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -7976687.000000 Penalty: 5295.685547
	Iteration 53F: 3 clusters Score -7976687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -75084.085938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -75084.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -73565.812500 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -73565.81 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73887.921875 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -73887.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74089.656250 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -74089.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74214.398438 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -74214.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74293.210938 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -74293.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74362.671875 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -74362.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74418.046875 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -74418.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74460.429688 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -74460.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74485.515625 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -74485.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74497.343750 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -74497.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74507.617188 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -74507.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74527.789062 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -74527.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74548.609375 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -74548.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74576.343750 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -74576.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74605.335938 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -74605.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74661.132812 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -74661.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74697.984375 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -74697.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74719.992188 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -74719.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74723.679688 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -74723.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74727.695312 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -74727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74728.734375 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -74728.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74732.367188 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -74732.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74732.367188 Penalty: 3122.451904
	Iteration 22F: 3 clusters Score -74732.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -229999.046875 Penalty: 1782.539062
	Iteration 0F: 2 clusters Score -229999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -227879.750000 Penalty: 3565.078125
	Iteration 0F: 3 clusters Score -227879.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -228426.187500 Penalty: 3565.078125
	Iteration 1F: 3 clusters Score -228426.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -228714.937500 Penalty: 3565.078125
	Iteration 2F: 3 clusters Score -228714.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -228892.515625 Penalty: 3565.078125
	Iteration 3F: 3 clusters Score -228892.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -229030.453125 Penalty: 3565.078125
	Iteration 4Q: 3 clusters Score -229030.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -229174.859375 Penalty: 3565.078125
	Iteration 5Q: 3 clusters Score -229174.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -229278.546875 Penalty: 3565.078125
	Iteration 6Q: 3 clusters Score -229278.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -229419.843750 Penalty: 3565.078125
	Iteration 7Q: 3 clusters Score -229419.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -229502.859375 Penalty: 3565.078125
	Iteration 8Q: 3 clusters Score -229502.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -229545.015625 Penalty: 3565.078125
	Iteration 9Q: 3 clusters Score -229545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -229606.171875 Penalty: 3565.078125
	Iteration 10Q: 3 clusters Score -229606.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -229653.671875 Penalty: 3565.078125
	Iteration 11Q: 3 clusters Score -229653.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -229669.078125 Penalty: 3565.078125
	Iteration 12Q: 3 clusters Score -229669.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -229690.390625 Penalty: 3565.078125
	Iteration 13Q: 3 clusters Score -229690.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -229714.406250 Penalty: 3565.078125
	Iteration 14Q: 3 clusters Score -229714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -229745.546875 Penalty: 3565.078125
	Iteration 15Q: 3 clusters Score -229745.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -229752.578125 Penalty: 3565.078125
	Iteration 16Q: 3 clusters Score -229752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -229759.812500 Penalty: 3565.078125
	Iteration 17Q: 3 clusters Score -229759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -229763.953125 Penalty: 3565.078125
	Iteration 18Q: 3 clusters Score -229764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -229774.343750 Penalty: 3565.078125
	Iteration 19Q: 3 clusters Score -229774.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -229801.203125 Penalty: 3565.078125
	Iteration 20F: 3 clusters Score -229801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -229818.015625 Penalty: 3565.078125
	Iteration 21Q: 3 clusters Score -229818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -229842.781250 Penalty: 3565.078125
	Iteration 22Q: 3 clusters Score -229842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -229875.546875 Penalty: 3565.078125
	Iteration 23Q: 3 clusters Score -229875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -229942.828125 Penalty: 3565.078125
	Iteration 24Q: 3 clusters Score -229942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -230002.890625 Penalty: 3565.078125
	Iteration 25Q: 3 clusters Score -230002.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -230048.843750 Penalty: 3565.078125
	Iteration 26Q: 3 clusters Score -230048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -230075.515625 Penalty: 3565.078125
	Iteration 27Q: 3 clusters Score -230075.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -230103.078125 Penalty: 3565.078125
	Iteration 28Q: 3 clusters Score -230103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -230116.187500 Penalty: 3565.078125
	Iteration 29Q: 3 clusters Score -230116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -230121.703125 Penalty: 3565.078125
	Iteration 30Q: 3 clusters Score -230121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -230122.031250 Penalty: 3565.078125
	Iteration 31Q: 3 clusters Score -230122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -230122.031250 Penalty: 3565.078125
	Iteration 32F: 3 clusters Score -230122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50733 members 
Mstep: Class 4 contains 49609 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 42046 members 
Mstep: Class 7 contains 43338 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 43725 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30330 members 
Mstep: Class 13 contains 41778 members 
Mstep: Class 14 contains 44819 members 
Mstep: Class 15 contains 45819 members 
Mstep: Class 16 contains 45474 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46620 members 
Mstep: Class 19 contains 46003 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 302 members 
Mstep: Class 23 contains 421 members 
Entering Unmasked Estep 
Score: -106682752.000000 Penalty: 75744.453125
Splitting cluster 9 changes total score from -106684104.000000 to -106682752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (43725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Entering Unmasked Estep 
Score: -8219996.000000 Penalty: 2650.047607
	Iteration 0F: 2 clusters Score -8219996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -8191471.000000 Penalty: 5300.095215
	Iteration 0F: 3 clusters Score -8191471 nChanged 20198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -8202689.500000 Penalty: 5300.095215
	Iteration 1F: 3 clusters Score -8202690 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8203203.500000 Penalty: 5300.095215
	Iteration 2Q: 3 clusters Score -8203204 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -8203712.500000 Penalty: 5300.095215
	Iteration 3Q: 3 clusters Score -8203712 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -8204191.500000 Penalty: 5300.095215
	Iteration 4Q: 3 clusters Score -8204192 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -8204741.500000 Penalty: 5300.095215
	Iteration 5Q: 3 clusters Score -8204742 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -8205446.000000 Penalty: 5300.095215
	Iteration 6Q: 3 clusters Score -8205446 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -8206617.500000 Penalty: 5300.095215
	Iteration 7Q: 3 clusters Score -8206618 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -8208326.500000 Penalty: 5300.095215
	Iteration 8F: 3 clusters Score -8208326 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -8210781.500000 Penalty: 5300.095215
	Iteration 9F: 3 clusters Score -8210782 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -8213268.000000 Penalty: 5300.095215
	Iteration 10F: 3 clusters Score -8213268 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -8215101.500000 Penalty: 5300.095215
	Iteration 11F: 3 clusters Score -8215102 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -8216138.500000 Penalty: 5300.095215
	Iteration 12Q: 3 clusters Score -8216138 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -8216693.000000 Penalty: 5300.095215
	Iteration 13Q: 3 clusters Score -8216693 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -8217020.500000 Penalty: 5300.095215
	Iteration 14Q: 3 clusters Score -8217020 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -8217315.500000 Penalty: 5300.095215
	Iteration 15Q: 3 clusters Score -8217316 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -8217480.500000 Penalty: 5300.095215
	Iteration 16Q: 3 clusters Score -8217480 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -8217649.000000 Penalty: 5300.095215
	Iteration 17Q: 3 clusters Score -8217649 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -8217774.000000 Penalty: 5300.095215
	Iteration 18Q: 3 clusters Score -8217774 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -8217910.500000 Penalty: 5300.095215
	Iteration 19Q: 3 clusters Score -8217910 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -8217996.000000 Penalty: 5300.095215
	Iteration 20F: 3 clusters Score -8217996 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -8218078.000000 Penalty: 5300.095215
	Iteration 21Q: 3 clusters Score -8218078 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -8218123.500000 Penalty: 5300.095215
	Iteration 22Q: 3 clusters Score -8218124 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -8218161.500000 Penalty: 5300.095215
	Iteration 23Q: 3 clusters Score -8218162 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -8218175.500000 Penalty: 5300.095215
	Iteration 24Q: 3 clusters Score -8218176 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -8218189.500000 Penalty: 5300.095215
	Iteration 25Q: 3 clusters Score -8218190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -8218217.500000 Penalty: 5300.095215
	Iteration 26Q: 3 clusters Score -8218218 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -8218225.000000 Penalty: 5300.095215
	Iteration 27Q: 3 clusters Score -8218225 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -8218217.500000 Penalty: 5300.095215
	Iteration 28Q: 3 clusters Score -8218218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8218226.000000 Penalty: 5300.095215
	Iteration 29Q: 3 clusters Score -8218226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -8218210.000000 Penalty: 5300.095215
	Iteration 30Q: 3 clusters Score -8218210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -8218202.500000 Penalty: 5300.095215
	Iteration 31Q: 3 clusters Score -8218202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -8218205.000000 Penalty: 5300.095215
	Iteration 32Q: 3 clusters Score -8218205 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -8218199.500000 Penalty: 5300.095215
	Iteration 33Q: 3 clusters Score -8218200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -8218221.000000 Penalty: 5300.095215
	Iteration 34Q: 3 clusters Score -8218221 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -8218233.000000 Penalty: 5300.095215
	Iteration 35Q: 3 clusters Score -8218233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -8218233.500000 Penalty: 5300.095215
	Iteration 36Q: 3 clusters Score -8218234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -8218211.000000 Penalty: 5300.095215
	Iteration 37Q: 3 clusters Score -8218211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -8218207.500000 Penalty: 5300.095215
	Iteration 38Q: 3 clusters Score -8218208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -8218204.500000 Penalty: 5300.095215
	Iteration 39Q: 3 clusters Score -8218204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -8218203.500000 Penalty: 5300.095215
	Iteration 40F: 3 clusters Score -8218204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -8218201.500000 Penalty: 5300.095215
	Iteration 41Q: 3 clusters Score -8218202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -8218215.500000 Penalty: 5300.095215
	Iteration 42Q: 3 clusters Score -8218216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -8218206.000000 Penalty: 5300.095215
	Iteration 43Q: 3 clusters Score -8218206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -8218196.000000 Penalty: 5300.095215
	Iteration 44Q: 3 clusters Score -8218196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -8218202.500000 Penalty: 5300.095215
	Iteration 45Q: 3 clusters Score -8218202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -8218192.000000 Penalty: 5300.095215
	Iteration 46Q: 3 clusters Score -8218192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -8218194.000000 Penalty: 5300.095215
	Iteration 47Q: 3 clusters Score -8218194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -8218188.500000 Penalty: 5300.095215
	Iteration 48Q: 3 clusters Score -8218188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -8218198.000000 Penalty: 5300.095215
	Iteration 49Q: 3 clusters Score -8218198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -8218191.500000 Penalty: 5300.095215
	Iteration 50Q: 3 clusters Score -8218192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -8218186.500000 Penalty: 5300.095215
	Iteration 51Q: 3 clusters Score -8218186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8218183.000000 Penalty: 5300.095215
	Iteration 52Q: 3 clusters Score -8218183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -8218188.000000 Penalty: 5300.095215
	Iteration 53Q: 3 clusters Score -8218188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -8218193.000000 Penalty: 5300.095215
	Iteration 54Q: 3 clusters Score -8218193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8218195.000000 Penalty: 5300.095215
	Iteration 55Q: 3 clusters Score -8218195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -8218196.000000 Penalty: 5300.095215
	Iteration 56Q: 3 clusters Score -8218196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -8218195.500000 Penalty: 5300.095215
	Iteration 57Q: 3 clusters Score -8218196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -8218195.500000 Penalty: 5300.095215
	Iteration 58F: 3 clusters Score -8218196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -49571.371094 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -49571.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48151.617188 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -48151.62 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48368.777344 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -48368.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48485.929688 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -48485.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48509.437500 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -48509.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48517.046875 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -48517.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48521.355469 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -48521.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48553.125000 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -48553.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48594.015625 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -48594.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48603.949219 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -48603.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48606.718750 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -48606.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48606.718750 Penalty: 3055.958740
	Iteration 10F: 3 clusters Score -48606.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Entering Unmasked Estep 
Score: -5467379.500000 Penalty: 2559.333496
	Iteration 0F: 2 clusters Score -5467380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -5446617.500000 Penalty: 5118.666992
	Iteration 0F: 3 clusters Score -5446618 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -5454021.500000 Penalty: 5118.666992
	Iteration 1F: 3 clusters Score -5454022 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -5454418.000000 Penalty: 5118.666992
	Iteration 2Q: 3 clusters Score -5454418 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -5454844.500000 Penalty: 5118.666992
	Iteration 3Q: 3 clusters Score -5454844 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -5455310.500000 Penalty: 5118.666992
	Iteration 4Q: 3 clusters Score -5455310 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5455906.500000 Penalty: 5118.666992
	Iteration 5Q: 3 clusters Score -5455906 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -5456652.500000 Penalty: 5118.666992
	Iteration 6Q: 3 clusters Score -5456652 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -5457592.500000 Penalty: 5118.666992
	Iteration 7F: 3 clusters Score -5457592 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -5458951.000000 Penalty: 5118.666992
	Iteration 8F: 3 clusters Score -5458951 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -5460510.000000 Penalty: 5118.666992
	Iteration 9F: 3 clusters Score -5460510 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -5462148.500000 Penalty: 5118.666992
	Iteration 10F: 3 clusters Score -5462148 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5463369.000000 Penalty: 5118.666992
	Iteration 11Q: 3 clusters Score -5463369 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -5464124.500000 Penalty: 5118.666992
	Iteration 12Q: 3 clusters Score -5464124 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -5464563.000000 Penalty: 5118.666992
	Iteration 13Q: 3 clusters Score -5464563 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -5464830.500000 Penalty: 5118.666992
	Iteration 14Q: 3 clusters Score -5464830 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -5464951.500000 Penalty: 5118.666992
	Iteration 15Q: 3 clusters Score -5464952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -5465005.500000 Penalty: 5118.666992
	Iteration 16Q: 3 clusters Score -5465006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -5465027.000000 Penalty: 5118.666992
	Iteration 17Q: 3 clusters Score -5465027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -5465052.000000 Penalty: 5118.666992
	Iteration 18Q: 3 clusters Score -5465052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -5465066.000000 Penalty: 5118.666992
	Iteration 19Q: 3 clusters Score -5465066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -5465080.000000 Penalty: 5118.666992
	Iteration 20F: 3 clusters Score -5465080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -5465086.500000 Penalty: 5118.666992
	Iteration 21Q: 3 clusters Score -5465086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -5465085.500000 Penalty: 5118.666992
	Iteration 22Q: 3 clusters Score -5465086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -5465105.000000 Penalty: 5118.666992
	Iteration 23Q: 3 clusters Score -5465105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -5465116.000000 Penalty: 5118.666992
	Iteration 24Q: 3 clusters Score -5465116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -5465128.500000 Penalty: 5118.666992
	Iteration 25Q: 3 clusters Score -5465128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -5465137.000000 Penalty: 5118.666992
	Iteration 26Q: 3 clusters Score -5465137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -5465141.000000 Penalty: 5118.666992
	Iteration 27Q: 3 clusters Score -5465141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -5465146.500000 Penalty: 5118.666992
	Iteration 28Q: 3 clusters Score -5465146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -5465155.000000 Penalty: 5118.666992
	Iteration 29Q: 3 clusters Score -5465155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -5465176.000000 Penalty: 5118.666992
	Iteration 30Q: 3 clusters Score -5465176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -5465182.000000 Penalty: 5118.666992
	Iteration 31Q: 3 clusters Score -5465182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -5465185.000000 Penalty: 5118.666992
	Iteration 32Q: 3 clusters Score -5465185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -5465185.000000 Penalty: 5118.666992
	Iteration 33F: 3 clusters Score -5465185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Entering Unmasked Estep 
Score: -7763873.500000 Penalty: 2638.750977
	Iteration 0F: 2 clusters Score -7763874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -7735876.000000 Penalty: 5277.501953
	Iteration 0F: 3 clusters Score -7735876 nChanged 19079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -7746267.500000 Penalty: 5277.501953
	Iteration 1F: 3 clusters Score -7746268 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -7746768.000000 Penalty: 5277.501953
	Iteration 2Q: 3 clusters Score -7746768 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -7747247.000000 Penalty: 5277.501953
	Iteration 3Q: 3 clusters Score -7747247 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -7747810.500000 Penalty: 5277.501953
	Iteration 4Q: 3 clusters Score -7747810 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -7748452.000000 Penalty: 5277.501953
	Iteration 5Q: 3 clusters Score -7748452 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -7749385.000000 Penalty: 5277.501953
	Iteration 6Q: 3 clusters Score -7749385 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -7750640.500000 Penalty: 5277.501953
	Iteration 7F: 3 clusters Score -7750640 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -7752342.500000 Penalty: 5277.501953
	Iteration 8F: 3 clusters Score -7752342 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -7754332.000000 Penalty: 5277.501953
	Iteration 9F: 3 clusters Score -7754332 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -7756532.500000 Penalty: 5277.501953
	Iteration 10F: 3 clusters Score -7756532 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -7758400.500000 Penalty: 5277.501953
	Iteration 11F: 3 clusters Score -7758400 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -7759843.500000 Penalty: 5277.501953
	Iteration 12Q: 3 clusters Score -7759844 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -7760673.500000 Penalty: 5277.501953
	Iteration 13Q: 3 clusters Score -7760674 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -7761116.000000 Penalty: 5277.501953
	Iteration 14Q: 3 clusters Score -7761116 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -7761306.500000 Penalty: 5277.501953
	Iteration 15Q: 3 clusters Score -7761306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -7761415.500000 Penalty: 5277.501953
	Iteration 16Q: 3 clusters Score -7761416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -7761495.000000 Penalty: 5277.501953
	Iteration 17Q: 3 clusters Score -7761495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -7761521.000000 Penalty: 5277.501953
	Iteration 18Q: 3 clusters Score -7761521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -7761545.000000 Penalty: 5277.501953
	Iteration 19Q: 3 clusters Score -7761545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -7761564.500000 Penalty: 5277.501953
	Iteration 20F: 3 clusters Score -7761564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -7761583.500000 Penalty: 5277.501953
	Iteration 21Q: 3 clusters Score -7761584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -7761597.500000 Penalty: 5277.501953
	Iteration 22Q: 3 clusters Score -7761598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -7761600.500000 Penalty: 5277.501953
	Iteration 23Q: 3 clusters Score -7761600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -7761606.500000 Penalty: 5277.501953
	Iteration 24Q: 3 clusters Score -7761606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -7761603.000000 Penalty: 5277.501953
	Iteration 25Q: 3 clusters Score -7761603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -7761600.000000 Penalty: 5277.501953
	Iteration 26Q: 3 clusters Score -7761600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -7761604.000000 Penalty: 5277.501953
	Iteration 27Q: 3 clusters Score -7761604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -7761604.500000 Penalty: 5277.501953
	Iteration 28Q: 3 clusters Score -7761604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -7761604.500000 Penalty: 5277.501953
	Iteration 29F: 3 clusters Score -7761604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Entering Unmasked Estep 
Score: -8326545.500000 Penalty: 2656.176025
	Iteration 0F: 2 clusters Score -8326546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -8297440.500000 Penalty: 5312.352051
	Iteration 0F: 3 clusters Score -8297440 nChanged 20596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -8308850.000000 Penalty: 5312.352051
	Iteration 1F: 3 clusters Score -8308850 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -8309252.000000 Penalty: 5312.352051
	Iteration 2Q: 3 clusters Score -8309252 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -8309574.000000 Penalty: 5312.352051
	Iteration 3Q: 3 clusters Score -8309574 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -8309910.000000 Penalty: 5312.352051
	Iteration 4Q: 3 clusters Score -8309910 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -8310243.000000 Penalty: 5312.352051
	Iteration 5Q: 3 clusters Score -8310243 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -8310615.000000 Penalty: 5312.352051
	Iteration 6Q: 3 clusters Score -8310615 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -8311110.500000 Penalty: 5312.352051
	Iteration 7Q: 3 clusters Score -8311110 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -8311918.500000 Penalty: 5312.352051
	Iteration 8Q: 3 clusters Score -8311918 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -8313362.500000 Penalty: 5312.352051
	Iteration 9F: 3 clusters Score -8313362 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -8315626.500000 Penalty: 5312.352051
	Iteration 10F: 3 clusters Score -8315626 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -8318415.500000 Penalty: 5312.352051
	Iteration 11F: 3 clusters Score -8318416 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -8321242.500000 Penalty: 5312.352051
	Iteration 12F: 3 clusters Score -8321242 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -8323325.000000 Penalty: 5312.352051
	Iteration 13Q: 3 clusters Score -8323325 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -8324569.000000 Penalty: 5312.352051
	Iteration 14Q: 3 clusters Score -8324569 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -8325138.500000 Penalty: 5312.352051
	Iteration 15Q: 3 clusters Score -8325138 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -8325427.500000 Penalty: 5312.352051
	Iteration 16Q: 3 clusters Score -8325428 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -8325520.500000 Penalty: 5312.352051
	Iteration 17Q: 3 clusters Score -8325520 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -8325609.500000 Penalty: 5312.352051
	Iteration 18Q: 3 clusters Score -8325610 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -8325659.000000 Penalty: 5312.352051
	Iteration 19Q: 3 clusters Score -8325659 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -8325716.500000 Penalty: 5312.352051
	Iteration 20F: 3 clusters Score -8325716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -8325710.500000 Penalty: 5312.352051
	Iteration 21Q: 3 clusters Score -8325710 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -8325714.500000 Penalty: 5312.352051
	Iteration 22Q: 3 clusters Score -8325714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -8325724.500000 Penalty: 5312.352051
	Iteration 23Q: 3 clusters Score -8325724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -8325740.000000 Penalty: 5312.352051
	Iteration 24Q: 3 clusters Score -8325740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -8325746.000000 Penalty: 5312.352051
	Iteration 25Q: 3 clusters Score -8325746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -8325760.000000 Penalty: 5312.352051
	Iteration 26Q: 3 clusters Score -8325760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -8325751.500000 Penalty: 5312.352051
	Iteration 27Q: 3 clusters Score -8325752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -8325755.000000 Penalty: 5312.352051
	Iteration 28Q: 3 clusters Score -8325755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -8325750.500000 Penalty: 5312.352051
	Iteration 29Q: 3 clusters Score -8325750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -8325754.500000 Penalty: 5312.352051
	Iteration 30Q: 3 clusters Score -8325754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -8325751.000000 Penalty: 5312.352051
	Iteration 31Q: 3 clusters Score -8325751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -8325743.000000 Penalty: 5312.352051
	Iteration 32Q: 3 clusters Score -8325743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -8325742.500000 Penalty: 5312.352051
	Iteration 33Q: 3 clusters Score -8325742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -8325742.000000 Penalty: 5312.352051
	Iteration 34Q: 3 clusters Score -8325742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -8325753.500000 Penalty: 5312.352051
	Iteration 35Q: 3 clusters Score -8325754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -8325757.000000 Penalty: 5312.352051
	Iteration 36Q: 3 clusters Score -8325757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -8325759.000000 Penalty: 5312.352051
	Iteration 37Q: 3 clusters Score -8325759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -8325758.500000 Penalty: 5312.352051
	Iteration 38Q: 3 clusters Score -8325758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -8325761.000000 Penalty: 5312.352051
	Iteration 39Q: 3 clusters Score -8325761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -8325756.500000 Penalty: 5312.352051
	Iteration 40F: 3 clusters Score -8325756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -8325760.000000 Penalty: 5312.352051
	Iteration 41Q: 3 clusters Score -8325760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -8325760.000000 Penalty: 5312.352051
	Iteration 42Q: 3 clusters Score -8325760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -8325754.500000 Penalty: 5312.352051
	Iteration 43Q: 3 clusters Score -8325754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -8325748.500000 Penalty: 5312.352051
	Iteration 44Q: 3 clusters Score -8325748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -8325743.500000 Penalty: 5312.352051
	Iteration 45Q: 3 clusters Score -8325744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -8325748.000000 Penalty: 5312.352051
	Iteration 46Q: 3 clusters Score -8325748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -8325744.000000 Penalty: 5312.352051
	Iteration 47Q: 3 clusters Score -8325744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -8325747.500000 Penalty: 5312.352051
	Iteration 48Q: 3 clusters Score -8325748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -8325740.500000 Penalty: 5312.352051
	Iteration 49Q: 3 clusters Score -8325740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -8325740.500000 Penalty: 5312.352051
	Iteration 50F: 3 clusters Score -8325740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Entering Unmasked Estep 
Score: -8608681.000000 Penalty: 2661.648682
	Iteration 0F: 2 clusters Score -8608681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -8579616.000000 Penalty: 5323.297363
	Iteration 0F: 3 clusters Score -8579616 nChanged 21204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -8591556.000000 Penalty: 5323.297363
	Iteration 1F: 3 clusters Score -8591556 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -8592344.000000 Penalty: 5323.297363
	Iteration 2Q: 3 clusters Score -8592344 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -8593387.000000 Penalty: 5323.297363
	Iteration 3F: 3 clusters Score -8593387 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -8594818.000000 Penalty: 5323.297363
	Iteration 4F: 3 clusters Score -8594818 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -8596911.000000 Penalty: 5323.297363
	Iteration 5F: 3 clusters Score -8596911 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -8599658.000000 Penalty: 5323.297363
	Iteration 6F: 3 clusters Score -8599658 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -8602483.000000 Penalty: 5323.297363
	Iteration 7F: 3 clusters Score -8602483 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -8604778.000000 Penalty: 5323.297363
	Iteration 8F: 3 clusters Score -8604778 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -8605948.000000 Penalty: 5323.297363
	Iteration 9Q: 3 clusters Score -8605948 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -8606193.000000 Penalty: 5323.297363
	Iteration 10Q: 3 clusters Score -8606193 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -8606372.000000 Penalty: 5323.297363
	Iteration 11Q: 3 clusters Score -8606372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -8606412.000000 Penalty: 5323.297363
	Iteration 12Q: 3 clusters Score -8606412 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -8606455.000000 Penalty: 5323.297363
	Iteration 13Q: 3 clusters Score -8606455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8606472.000000 Penalty: 5323.297363
	Iteration 14Q: 3 clusters Score -8606472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8606502.000000 Penalty: 5323.297363
	Iteration 15Q: 3 clusters Score -8606502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8606522.000000 Penalty: 5323.297363
	Iteration 16Q: 3 clusters Score -8606522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -8606518.000000 Penalty: 5323.297363
	Iteration 17Q: 3 clusters Score -8606518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -8606528.000000 Penalty: 5323.297363
	Iteration 18Q: 3 clusters Score -8606528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8606529.000000 Penalty: 5323.297363
	Iteration 19Q: 3 clusters Score -8606529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8606536.000000 Penalty: 5323.297363
	Iteration 20F: 3 clusters Score -8606536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8606541.000000 Penalty: 5323.297363
	Iteration 21Q: 3 clusters Score -8606541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8606541.000000 Penalty: 5323.297363
	Iteration 22F: 3 clusters Score -8606541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Entering Unmasked Estep 
Score: -8365967.000000 Penalty: 2659.774414
	Iteration 0F: 2 clusters Score -8365967 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 22678 members 
Entering Unmasked Estep 
Score: -8335844.000000 Penalty: 5319.548828
	Iteration 0F: 3 clusters Score -8335844 nChanged 20880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -8347220.000000 Penalty: 5319.548828
	Iteration 1F: 3 clusters Score -8347220 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -8347739.000000 Penalty: 5319.548828
	Iteration 2Q: 3 clusters Score -8347739 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -8348159.500000 Penalty: 5319.548828
	Iteration 3Q: 3 clusters Score -8348160 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -8348684.000000 Penalty: 5319.548828
	Iteration 4Q: 3 clusters Score -8348684 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -8349412.000000 Penalty: 5319.548828
	Iteration 5Q: 3 clusters Score -8349412 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -8350427.000000 Penalty: 5319.548828
	Iteration 6Q: 3 clusters Score -8350427 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -8351704.500000 Penalty: 5319.548828
	Iteration 7Q: 3 clusters Score -8351704 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -8353251.500000 Penalty: 5319.548828
	Iteration 8Q: 3 clusters Score -8353252 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -8354866.000000 Penalty: 5319.548828
	Iteration 9F: 3 clusters Score -8354866 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -8356422.500000 Penalty: 5319.548828
	Iteration 10F: 3 clusters Score -8356422 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -8357760.000000 Penalty: 5319.548828
	Iteration 11Q: 3 clusters Score -8357760 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -8358895.500000 Penalty: 5319.548828
	Iteration 12Q: 3 clusters Score -8358896 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -8359736.000000 Penalty: 5319.548828
	Iteration 13Q: 3 clusters Score -8359736 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -8360391.000000 Penalty: 5319.548828
	Iteration 14Q: 3 clusters Score -8360391 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -8360815.000000 Penalty: 5319.548828
	Iteration 15Q: 3 clusters Score -8360815 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -8361123.000000 Penalty: 5319.548828
	Iteration 16Q: 3 clusters Score -8361123 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -8361371.500000 Penalty: 5319.548828
	Iteration 17Q: 3 clusters Score -8361372 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -8361552.500000 Penalty: 5319.548828
	Iteration 18Q: 3 clusters Score -8361552 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -8361795.000000 Penalty: 5319.548828
	Iteration 19Q: 3 clusters Score -8361795 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -8362019.000000 Penalty: 5319.548828
	Iteration 20F: 3 clusters Score -8362019 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -8362210.500000 Penalty: 5319.548828
	Iteration 21Q: 3 clusters Score -8362210 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -8362413.000000 Penalty: 5319.548828
	Iteration 22Q: 3 clusters Score -8362413 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -8362547.000000 Penalty: 5319.548828
	Iteration 23Q: 3 clusters Score -8362547 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -8362636.500000 Penalty: 5319.548828
	Iteration 24Q: 3 clusters Score -8362636 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -8362758.000000 Penalty: 5319.548828
	Iteration 25Q: 3 clusters Score -8362758 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -8362808.500000 Penalty: 5319.548828
	Iteration 26Q: 3 clusters Score -8362808 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -8362889.000000 Penalty: 5319.548828
	Iteration 27Q: 3 clusters Score -8362889 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -8362940.500000 Penalty: 5319.548828
	Iteration 28Q: 3 clusters Score -8362940 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -8363010.000000 Penalty: 5319.548828
	Iteration 29Q: 3 clusters Score -8363010 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -8363035.500000 Penalty: 5319.548828
	Iteration 30Q: 3 clusters Score -8363036 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -8363079.500000 Penalty: 5319.548828
	Iteration 31Q: 3 clusters Score -8363080 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -8363106.500000 Penalty: 5319.548828
	Iteration 32Q: 3 clusters Score -8363106 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -8363140.000000 Penalty: 5319.548828
	Iteration 33Q: 3 clusters Score -8363140 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -8363177.500000 Penalty: 5319.548828
	Iteration 34Q: 3 clusters Score -8363178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -8363191.500000 Penalty: 5319.548828
	Iteration 35Q: 3 clusters Score -8363192 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -8363225.500000 Penalty: 5319.548828
	Iteration 36Q: 3 clusters Score -8363226 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -8363247.500000 Penalty: 5319.548828
	Iteration 37Q: 3 clusters Score -8363248 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -8363265.000000 Penalty: 5319.548828
	Iteration 38Q: 3 clusters Score -8363265 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -8363301.000000 Penalty: 5319.548828
	Iteration 39Q: 3 clusters Score -8363301 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -8363305.500000 Penalty: 5319.548828
	Iteration 40F: 3 clusters Score -8363306 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -8363319.500000 Penalty: 5319.548828
	Iteration 41Q: 3 clusters Score -8363320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -8363338.000000 Penalty: 5319.548828
	Iteration 42Q: 3 clusters Score -8363338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -8363357.000000 Penalty: 5319.548828
	Iteration 43Q: 3 clusters Score -8363357 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8363388.000000 Penalty: 5319.548828
	Iteration 44Q: 3 clusters Score -8363388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -8363412.000000 Penalty: 5319.548828
	Iteration 45Q: 3 clusters Score -8363412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -8363436.500000 Penalty: 5319.548828
	Iteration 46Q: 3 clusters Score -8363436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -8363435.500000 Penalty: 5319.548828
	Iteration 47Q: 3 clusters Score -8363436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8363466.500000 Penalty: 5319.548828
	Iteration 48Q: 3 clusters Score -8363466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8363490.000000 Penalty: 5319.548828
	Iteration 49Q: 3 clusters Score -8363490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -8363501.500000 Penalty: 5319.548828
	Iteration 50Q: 3 clusters Score -8363502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8363504.000000 Penalty: 5319.548828
	Iteration 51Q: 3 clusters Score -8363504 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -8363520.500000 Penalty: 5319.548828
	Iteration 52Q: 3 clusters Score -8363520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -8363563.000000 Penalty: 5319.548828
	Iteration 53Q: 3 clusters Score -8363563 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8363575.000000 Penalty: 5319.548828
	Iteration 54Q: 3 clusters Score -8363575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -8363573.500000 Penalty: 5319.548828
	Iteration 55Q: 3 clusters Score -8363574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8363592.500000 Penalty: 5319.548828
	Iteration 56Q: 3 clusters Score -8363592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8363611.000000 Penalty: 5319.548828
	Iteration 57Q: 3 clusters Score -8363611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8363616.500000 Penalty: 5319.548828
	Iteration 58Q: 3 clusters Score -8363616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8363608.500000 Penalty: 5319.548828
	Iteration 59Q: 3 clusters Score -8363608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -8363605.000000 Penalty: 5319.548828
	Iteration 60F: 3 clusters Score -8363605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -8363612.000000 Penalty: 5319.548828
	Iteration 61Q: 3 clusters Score -8363612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8363630.500000 Penalty: 5319.548828
	Iteration 62Q: 3 clusters Score -8363630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -8363636.500000 Penalty: 5319.548828
	Iteration 63Q: 3 clusters Score -8363636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8363636.500000 Penalty: 5319.548828
	Iteration 64Q: 3 clusters Score -8363636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8363639.000000 Penalty: 5319.548828
	Iteration 65Q: 3 clusters Score -8363639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8363639.500000 Penalty: 5319.548828
	Iteration 66Q: 3 clusters Score -8363640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -8363644.000000 Penalty: 5319.548828
	Iteration 67Q: 3 clusters Score -8363644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8363645.000000 Penalty: 5319.548828
	Iteration 68Q: 3 clusters Score -8363645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8363648.000000 Penalty: 5319.548828
	Iteration 69Q: 3 clusters Score -8363648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -8363649.000000 Penalty: 5319.548828
	Iteration 70Q: 3 clusters Score -8363649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8363645.500000 Penalty: 5319.548828
	Iteration 71Q: 3 clusters Score -8363646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8363662.000000 Penalty: 5319.548828
	Iteration 72Q: 3 clusters Score -8363662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8363667.000000 Penalty: 5319.548828
	Iteration 73Q: 3 clusters Score -8363667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8363680.000000 Penalty: 5319.548828
	Iteration 74Q: 3 clusters Score -8363680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8363686.500000 Penalty: 5319.548828
	Iteration 75Q: 3 clusters Score -8363686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8363680.500000 Penalty: 5319.548828
	Iteration 76Q: 3 clusters Score -8363680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8363681.000000 Penalty: 5319.548828
	Iteration 77Q: 3 clusters Score -8363681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8363693.500000 Penalty: 5319.548828
	Iteration 78Q: 3 clusters Score -8363694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8363694.500000 Penalty: 5319.548828
	Iteration 79Q: 3 clusters Score -8363694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8363697.000000 Penalty: 5319.548828
	Iteration 80F: 3 clusters Score -8363697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8363704.000000 Penalty: 5319.548828
	Iteration 81Q: 3 clusters Score -8363704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8363697.500000 Penalty: 5319.548828
	Iteration 82Q: 3 clusters Score -8363698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -8363704.500000 Penalty: 5319.548828
	Iteration 83Q: 3 clusters Score -8363704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8363697.500000 Penalty: 5319.548828
	Iteration 84Q: 3 clusters Score -8363698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8363692.000000 Penalty: 5319.548828
	Iteration 85Q: 3 clusters Score -8363692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -8363693.500000 Penalty: 5319.548828
	Iteration 86Q: 3 clusters Score -8363694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8363691.500000 Penalty: 5319.548828
	Iteration 87Q: 3 clusters Score -8363692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8363697.000000 Penalty: 5319.548828
	Iteration 88Q: 3 clusters Score -8363697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8363691.500000 Penalty: 5319.548828
	Iteration 89Q: 3 clusters Score -8363692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8363689.000000 Penalty: 5319.548828
	Iteration 90Q: 3 clusters Score -8363689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8363699.000000 Penalty: 5319.548828
	Iteration 91Q: 3 clusters Score -8363699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8363700.000000 Penalty: 5319.548828
	Iteration 92Q: 3 clusters Score -8363700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -8363702.000000 Penalty: 5319.548828
	Iteration 93Q: 3 clusters Score -8363702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8363705.000000 Penalty: 5319.548828
	Iteration 94Q: 3 clusters Score -8363705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -8363703.500000 Penalty: 5319.548828
	Iteration 95Q: 3 clusters Score -8363704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -8363703.500000 Penalty: 5319.548828
	Iteration 96F: 3 clusters Score -8363704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -77680.875000 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -77680.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76158.734375 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -76158.73 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76458.437500 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -76458.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76540.984375 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -76540.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76555.734375 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -76555.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76584.226562 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -76584.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76607.945312 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -76607.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76638.304688 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -76638.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76697.546875 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -76697.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76744.882812 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -76744.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76807.187500 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -76807.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76920.320312 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -76920.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -77032.062500 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -77032.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -77121.765625 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -77121.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -77186.664062 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -77186.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -77201.992188 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -77201.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -77204.390625 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -77204.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -77216.078125 Penalty: 3172.049805
	Iteration 16Q: 3 clusters Score -77216.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -77221.085938 Penalty: 3172.049805
	Iteration 17Q: 3 clusters Score -77221.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77227.828125 Penalty: 3172.049805
	Iteration 18Q: 3 clusters Score -77227.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77231.773438 Penalty: 3172.049805
	Iteration 19Q: 3 clusters Score -77231.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77231.828125 Penalty: 3172.049805
	Iteration 20F: 3 clusters Score -77231.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77236.539062 Penalty: 3172.049805
	Iteration 21Q: 3 clusters Score -77236.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -77242.554688 Penalty: 3172.049805
	Iteration 22Q: 3 clusters Score -77242.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77250.687500 Penalty: 3172.049805
	Iteration 23Q: 3 clusters Score -77250.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77253.750000 Penalty: 3172.049805
	Iteration 24Q: 3 clusters Score -77253.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77255.578125 Penalty: 3172.049805
	Iteration 25Q: 3 clusters Score -77255.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -77256.976562 Penalty: 3172.049805
	Iteration 26Q: 3 clusters Score -77256.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -77260.929688 Penalty: 3172.049805
	Iteration 27Q: 3 clusters Score -77260.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -77264.406250 Penalty: 3172.049805
	Iteration 28Q: 3 clusters Score -77264.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -77264.406250 Penalty: 3172.049805
	Iteration 29F: 3 clusters Score -77264.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Entering Unmasked Estep 
Score: -8649691.000000 Penalty: 2665.946533
	Iteration 0F: 2 clusters Score -8649691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -8620036.000000 Penalty: 5331.893066
	Iteration 0F: 3 clusters Score -8620036 nChanged 21404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8631691.000000 Penalty: 5331.893066
	Iteration 1F: 3 clusters Score -8631691 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -8632148.000000 Penalty: 5331.893066
	Iteration 2Q: 3 clusters Score -8632148 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -8632615.000000 Penalty: 5331.893066
	Iteration 3Q: 3 clusters Score -8632615 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -8633201.000000 Penalty: 5331.893066
	Iteration 4Q: 3 clusters Score -8633201 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -8633848.000000 Penalty: 5331.893066
	Iteration 5Q: 3 clusters Score -8633848 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -8634803.000000 Penalty: 5331.893066
	Iteration 6Q: 3 clusters Score -8634803 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -8636205.000000 Penalty: 5331.893066
	Iteration 7F: 3 clusters Score -8636205 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -8638141.000000 Penalty: 5331.893066
	Iteration 8F: 3 clusters Score -8638141 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -8640448.000000 Penalty: 5331.893066
	Iteration 9F: 3 clusters Score -8640448 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -8642694.000000 Penalty: 5331.893066
	Iteration 10F: 3 clusters Score -8642694 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -8643878.000000 Penalty: 5331.893066
	Iteration 11F: 3 clusters Score -8643878 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -8644451.000000 Penalty: 5331.893066
	Iteration 12Q: 3 clusters Score -8644451 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -8644766.000000 Penalty: 5331.893066
	Iteration 13Q: 3 clusters Score -8644766 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -8645029.000000 Penalty: 5331.893066
	Iteration 14Q: 3 clusters Score -8645029 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -8645263.000000 Penalty: 5331.893066
	Iteration 15Q: 3 clusters Score -8645263 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -8645514.000000 Penalty: 5331.893066
	Iteration 16Q: 3 clusters Score -8645514 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -8645718.000000 Penalty: 5331.893066
	Iteration 17Q: 3 clusters Score -8645718 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -8645960.000000 Penalty: 5331.893066
	Iteration 18Q: 3 clusters Score -8645960 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -8646153.000000 Penalty: 5331.893066
	Iteration 19Q: 3 clusters Score -8646153 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -8646336.000000 Penalty: 5331.893066
	Iteration 20F: 3 clusters Score -8646336 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -8646545.000000 Penalty: 5331.893066
	Iteration 21Q: 3 clusters Score -8646545 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -8646714.000000 Penalty: 5331.893066
	Iteration 22Q: 3 clusters Score -8646714 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -8646842.000000 Penalty: 5331.893066
	Iteration 23Q: 3 clusters Score -8646842 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -8647007.000000 Penalty: 5331.893066
	Iteration 24Q: 3 clusters Score -8647007 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -8647141.000000 Penalty: 5331.893066
	Iteration 25Q: 3 clusters Score -8647141 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -8647253.000000 Penalty: 5331.893066
	Iteration 26Q: 3 clusters Score -8647253 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -8647347.000000 Penalty: 5331.893066
	Iteration 27Q: 3 clusters Score -8647347 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -8647464.000000 Penalty: 5331.893066
	Iteration 28Q: 3 clusters Score -8647464 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -8647574.000000 Penalty: 5331.893066
	Iteration 29Q: 3 clusters Score -8647574 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -8647686.000000 Penalty: 5331.893066
	Iteration 30Q: 3 clusters Score -8647686 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -8647761.000000 Penalty: 5331.893066
	Iteration 31Q: 3 clusters Score -8647761 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -8647887.000000 Penalty: 5331.893066
	Iteration 32Q: 3 clusters Score -8647887 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -8647972.000000 Penalty: 5331.893066
	Iteration 33Q: 3 clusters Score -8647972 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -8648058.000000 Penalty: 5331.893066
	Iteration 34Q: 3 clusters Score -8648058 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -8648115.000000 Penalty: 5331.893066
	Iteration 35Q: 3 clusters Score -8648115 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -8648180.000000 Penalty: 5331.893066
	Iteration 36Q: 3 clusters Score -8648180 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -8648246.000000 Penalty: 5331.893066
	Iteration 37Q: 3 clusters Score -8648246 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -8648279.000000 Penalty: 5331.893066
	Iteration 38Q: 3 clusters Score -8648279 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -8648360.000000 Penalty: 5331.893066
	Iteration 39Q: 3 clusters Score -8648360 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -8648384.000000 Penalty: 5331.893066
	Iteration 40F: 3 clusters Score -8648384 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -8648402.000000 Penalty: 5331.893066
	Iteration 41Q: 3 clusters Score -8648402 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -8648484.000000 Penalty: 5331.893066
	Iteration 42Q: 3 clusters Score -8648484 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -8648540.000000 Penalty: 5331.893066
	Iteration 43Q: 3 clusters Score -8648540 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -8648594.000000 Penalty: 5331.893066
	Iteration 44Q: 3 clusters Score -8648594 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -8648622.000000 Penalty: 5331.893066
	Iteration 45Q: 3 clusters Score -8648622 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -8648674.000000 Penalty: 5331.893066
	Iteration 46Q: 3 clusters Score -8648674 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -8648709.000000 Penalty: 5331.893066
	Iteration 47Q: 3 clusters Score -8648709 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -8648710.000000 Penalty: 5331.893066
	Iteration 48Q: 3 clusters Score -8648710 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -8648739.000000 Penalty: 5331.893066
	Iteration 49Q: 3 clusters Score -8648739 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -8648766.000000 Penalty: 5331.893066
	Iteration 50Q: 3 clusters Score -8648766 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -8648785.000000 Penalty: 5331.893066
	Iteration 51Q: 3 clusters Score -8648785 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -8648820.000000 Penalty: 5331.893066
	Iteration 52Q: 3 clusters Score -8648820 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -8648826.000000 Penalty: 5331.893066
	Iteration 53Q: 3 clusters Score -8648826 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8648875.000000 Penalty: 5331.893066
	Iteration 54Q: 3 clusters Score -8648875 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8648892.000000 Penalty: 5331.893066
	Iteration 55Q: 3 clusters Score -8648892 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8648865.000000 Penalty: 5331.893066
	Iteration 56Q: 3 clusters Score -8648865 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -8648893.000000 Penalty: 5331.893066
	Iteration 57Q: 3 clusters Score -8648893 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -8648902.000000 Penalty: 5331.893066
	Iteration 58Q: 3 clusters Score -8648902 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8648913.000000 Penalty: 5331.893066
	Iteration 59Q: 3 clusters Score -8648913 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8648928.000000 Penalty: 5331.893066
	Iteration 60F: 3 clusters Score -8648928 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8648908.000000 Penalty: 5331.893066
	Iteration 61Q: 3 clusters Score -8648908 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8648872.000000 Penalty: 5331.893066
	Iteration 62Q: 3 clusters Score -8648872 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8648857.000000 Penalty: 5331.893066
	Iteration 63Q: 3 clusters Score -8648857 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -8648848.000000 Penalty: 5331.893066
	Iteration 64Q: 3 clusters Score -8648848 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8648853.000000 Penalty: 5331.893066
	Iteration 65Q: 3 clusters Score -8648853 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8648808.000000 Penalty: 5331.893066
	Iteration 66Q: 3 clusters Score -8648808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8648804.000000 Penalty: 5331.893066
	Iteration 67Q: 3 clusters Score -8648804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8648798.000000 Penalty: 5331.893066
	Iteration 68Q: 3 clusters Score -8648798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8648797.000000 Penalty: 5331.893066
	Iteration 69Q: 3 clusters Score -8648797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8648794.000000 Penalty: 5331.893066
	Iteration 70Q: 3 clusters Score -8648794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8648793.000000 Penalty: 5331.893066
	Iteration 71Q: 3 clusters Score -8648793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8648781.000000 Penalty: 5331.893066
	Iteration 72Q: 3 clusters Score -8648781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8648771.000000 Penalty: 5331.893066
	Iteration 73Q: 3 clusters Score -8648771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8648772.000000 Penalty: 5331.893066
	Iteration 74Q: 3 clusters Score -8648772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8648758.000000 Penalty: 5331.893066
	Iteration 75Q: 3 clusters Score -8648758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -8648752.000000 Penalty: 5331.893066
	Iteration 76Q: 3 clusters Score -8648752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8648758.000000 Penalty: 5331.893066
	Iteration 77Q: 3 clusters Score -8648758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8648745.000000 Penalty: 5331.893066
	Iteration 78Q: 3 clusters Score -8648745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8648751.000000 Penalty: 5331.893066
	Iteration 79Q: 3 clusters Score -8648751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8648746.000000 Penalty: 5331.893066
	Iteration 80F: 3 clusters Score -8648746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -8648735.000000 Penalty: 5331.893066
	Iteration 81Q: 3 clusters Score -8648735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8648729.000000 Penalty: 5331.893066
	Iteration 82Q: 3 clusters Score -8648729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8648727.000000 Penalty: 5331.893066
	Iteration 83Q: 3 clusters Score -8648727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8648728.000000 Penalty: 5331.893066
	Iteration 84Q: 3 clusters Score -8648728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8648724.000000 Penalty: 5331.893066
	Iteration 85Q: 3 clusters Score -8648724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -8648715.000000 Penalty: 5331.893066
	Iteration 86Q: 3 clusters Score -8648715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8648712.000000 Penalty: 5331.893066
	Iteration 87Q: 3 clusters Score -8648712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8648705.000000 Penalty: 5331.893066
	Iteration 88Q: 3 clusters Score -8648705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8648704.000000 Penalty: 5331.893066
	Iteration 89Q: 3 clusters Score -8648704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8648697.000000 Penalty: 5331.893066
	Iteration 90Q: 3 clusters Score -8648697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8648688.000000 Penalty: 5331.893066
	Iteration 91Q: 3 clusters Score -8648688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8648692.000000 Penalty: 5331.893066
	Iteration 92Q: 3 clusters Score -8648692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8648688.000000 Penalty: 5331.893066
	Iteration 93Q: 3 clusters Score -8648688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8648690.000000 Penalty: 5331.893066
	Iteration 94Q: 3 clusters Score -8648690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8648690.000000 Penalty: 5331.893066
	Iteration 95F: 3 clusters Score -8648690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Entering Unmasked Estep 
Score: -8511684.000000 Penalty: 2662.642578
	Iteration 0F: 2 clusters Score -8511684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8481465.000000 Penalty: 5325.285156
	Iteration 0F: 3 clusters Score -8481465 nChanged 21207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -8494024.000000 Penalty: 5325.285156
	Iteration 1F: 3 clusters Score -8494024 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8495389.000000 Penalty: 5325.285156
	Iteration 2F: 3 clusters Score -8495389 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -8497037.000000 Penalty: 5325.285156
	Iteration 3F: 3 clusters Score -8497037 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -8499003.000000 Penalty: 5325.285156
	Iteration 4F: 3 clusters Score -8499003 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -8501235.000000 Penalty: 5325.285156
	Iteration 5F: 3 clusters Score -8501235 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -8503825.000000 Penalty: 5325.285156
	Iteration 6F: 3 clusters Score -8503825 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -8505924.000000 Penalty: 5325.285156
	Iteration 7F: 3 clusters Score -8505924 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -8507318.000000 Penalty: 5325.285156
	Iteration 8Q: 3 clusters Score -8507318 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -8508124.000000 Penalty: 5325.285156
	Iteration 9Q: 3 clusters Score -8508124 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -8508634.000000 Penalty: 5325.285156
	Iteration 10Q: 3 clusters Score -8508634 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -8509019.000000 Penalty: 5325.285156
	Iteration 11Q: 3 clusters Score -8509019 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -8509329.000000 Penalty: 5325.285156
	Iteration 12Q: 3 clusters Score -8509329 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -8509505.000000 Penalty: 5325.285156
	Iteration 13Q: 3 clusters Score -8509505 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -8509669.000000 Penalty: 5325.285156
	Iteration 14Q: 3 clusters Score -8509669 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -8509791.000000 Penalty: 5325.285156
	Iteration 15Q: 3 clusters Score -8509791 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -8509919.000000 Penalty: 5325.285156
	Iteration 16Q: 3 clusters Score -8509919 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -8510009.000000 Penalty: 5325.285156
	Iteration 17Q: 3 clusters Score -8510009 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -8510123.000000 Penalty: 5325.285156
	Iteration 18Q: 3 clusters Score -8510123 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -8510198.000000 Penalty: 5325.285156
	Iteration 19Q: 3 clusters Score -8510198 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -8510237.000000 Penalty: 5325.285156
	Iteration 20F: 3 clusters Score -8510237 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -8510322.000000 Penalty: 5325.285156
	Iteration 21Q: 3 clusters Score -8510322 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -8510399.000000 Penalty: 5325.285156
	Iteration 22Q: 3 clusters Score -8510399 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -8510454.000000 Penalty: 5325.285156
	Iteration 23Q: 3 clusters Score -8510454 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -8510524.000000 Penalty: 5325.285156
	Iteration 24Q: 3 clusters Score -8510524 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -8510595.000000 Penalty: 5325.285156
	Iteration 25Q: 3 clusters Score -8510595 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -8510627.000000 Penalty: 5325.285156
	Iteration 26Q: 3 clusters Score -8510627 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -8510663.000000 Penalty: 5325.285156
	Iteration 27Q: 3 clusters Score -8510663 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -8510674.000000 Penalty: 5325.285156
	Iteration 28Q: 3 clusters Score -8510674 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -8510698.000000 Penalty: 5325.285156
	Iteration 29Q: 3 clusters Score -8510698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -8510736.000000 Penalty: 5325.285156
	Iteration 30Q: 3 clusters Score -8510736 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -8510765.000000 Penalty: 5325.285156
	Iteration 31Q: 3 clusters Score -8510765 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -8510785.000000 Penalty: 5325.285156
	Iteration 32Q: 3 clusters Score -8510785 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -8510831.000000 Penalty: 5325.285156
	Iteration 33Q: 3 clusters Score -8510831 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -8510856.000000 Penalty: 5325.285156
	Iteration 34Q: 3 clusters Score -8510856 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -8510868.000000 Penalty: 5325.285156
	Iteration 35Q: 3 clusters Score -8510868 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -8510908.000000 Penalty: 5325.285156
	Iteration 36Q: 3 clusters Score -8510908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -8510923.000000 Penalty: 5325.285156
	Iteration 37Q: 3 clusters Score -8510923 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -8510954.000000 Penalty: 5325.285156
	Iteration 38Q: 3 clusters Score -8510954 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -8510958.000000 Penalty: 5325.285156
	Iteration 39Q: 3 clusters Score -8510958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -8510963.000000 Penalty: 5325.285156
	Iteration 40F: 3 clusters Score -8510963 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -8510972.000000 Penalty: 5325.285156
	Iteration 41Q: 3 clusters Score -8510972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -8510992.000000 Penalty: 5325.285156
	Iteration 42Q: 3 clusters Score -8510992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -8510986.000000 Penalty: 5325.285156
	Iteration 43Q: 3 clusters Score -8510986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8510985.000000 Penalty: 5325.285156
	Iteration 44Q: 3 clusters Score -8510985 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -8510976.000000 Penalty: 5325.285156
	Iteration 45Q: 3 clusters Score -8510976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -8510985.000000 Penalty: 5325.285156
	Iteration 46Q: 3 clusters Score -8510985 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -8511002.000000 Penalty: 5325.285156
	Iteration 47Q: 3 clusters Score -8511002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8510983.000000 Penalty: 5325.285156
	Iteration 48Q: 3 clusters Score -8510983 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -8511002.000000 Penalty: 5325.285156
	Iteration 49Q: 3 clusters Score -8511002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8510998.000000 Penalty: 5325.285156
	Iteration 50Q: 3 clusters Score -8510998 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8511016.000000 Penalty: 5325.285156
	Iteration 51Q: 3 clusters Score -8511016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8511049.000000 Penalty: 5325.285156
	Iteration 52Q: 3 clusters Score -8511049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8511052.000000 Penalty: 5325.285156
	Iteration 53Q: 3 clusters Score -8511052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8511047.000000 Penalty: 5325.285156
	Iteration 54Q: 3 clusters Score -8511047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -8511043.000000 Penalty: 5325.285156
	Iteration 55Q: 3 clusters Score -8511043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -8511044.000000 Penalty: 5325.285156
	Iteration 56Q: 3 clusters Score -8511044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8511032.000000 Penalty: 5325.285156
	Iteration 57Q: 3 clusters Score -8511032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8511025.000000 Penalty: 5325.285156
	Iteration 58Q: 3 clusters Score -8511025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -8511016.000000 Penalty: 5325.285156
	Iteration 59Q: 3 clusters Score -8511016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -8511022.000000 Penalty: 5325.285156
	Iteration 60F: 3 clusters Score -8511022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8511021.000000 Penalty: 5325.285156
	Iteration 61Q: 3 clusters Score -8511021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8511024.000000 Penalty: 5325.285156
	Iteration 62Q: 3 clusters Score -8511024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -8511026.000000 Penalty: 5325.285156
	Iteration 63Q: 3 clusters Score -8511026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8511027.000000 Penalty: 5325.285156
	Iteration 64Q: 3 clusters Score -8511027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -8511037.000000 Penalty: 5325.285156
	Iteration 65Q: 3 clusters Score -8511037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -8511030.000000 Penalty: 5325.285156
	Iteration 66Q: 3 clusters Score -8511030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -8511036.000000 Penalty: 5325.285156
	Iteration 67Q: 3 clusters Score -8511036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8511044.000000 Penalty: 5325.285156
	Iteration 68Q: 3 clusters Score -8511044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -8511054.000000 Penalty: 5325.285156
	Iteration 69Q: 3 clusters Score -8511054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8511053.000000 Penalty: 5325.285156
	Iteration 70Q: 3 clusters Score -8511053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -8511060.000000 Penalty: 5325.285156
	Iteration 71Q: 3 clusters Score -8511060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8511053.000000 Penalty: 5325.285156
	Iteration 72Q: 3 clusters Score -8511053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8511046.000000 Penalty: 5325.285156
	Iteration 73Q: 3 clusters Score -8511046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8511037.000000 Penalty: 5325.285156
	Iteration 74Q: 3 clusters Score -8511037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8511025.000000 Penalty: 5325.285156
	Iteration 75Q: 3 clusters Score -8511025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -8511038.000000 Penalty: 5325.285156
	Iteration 76Q: 3 clusters Score -8511038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -8511035.000000 Penalty: 5325.285156
	Iteration 77Q: 3 clusters Score -8511035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8511031.000000 Penalty: 5325.285156
	Iteration 78Q: 3 clusters Score -8511031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8511028.000000 Penalty: 5325.285156
	Iteration 79Q: 3 clusters Score -8511028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8511033.000000 Penalty: 5325.285156
	Iteration 80F: 3 clusters Score -8511033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -8511027.000000 Penalty: 5325.285156
	Iteration 81Q: 3 clusters Score -8511027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -8511027.000000 Penalty: 5325.285156
	Iteration 82Q: 3 clusters Score -8511027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8511027.000000 Penalty: 5325.285156
	Iteration 83Q: 3 clusters Score -8511027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -8511035.000000 Penalty: 5325.285156
	Iteration 84Q: 3 clusters Score -8511035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8511038.000000 Penalty: 5325.285156
	Iteration 85Q: 3 clusters Score -8511038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -8511037.000000 Penalty: 5325.285156
	Iteration 86Q: 3 clusters Score -8511037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8511038.000000 Penalty: 5325.285156
	Iteration 87Q: 3 clusters Score -8511038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8511032.000000 Penalty: 5325.285156
	Iteration 88Q: 3 clusters Score -8511032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8511029.000000 Penalty: 5325.285156
	Iteration 89Q: 3 clusters Score -8511029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -8511036.000000 Penalty: 5325.285156
	Iteration 90Q: 3 clusters Score -8511036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8511033.000000 Penalty: 5325.285156
	Iteration 91Q: 3 clusters Score -8511033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8511035.000000 Penalty: 5325.285156
	Iteration 92Q: 3 clusters Score -8511035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8511033.000000 Penalty: 5325.285156
	Iteration 93Q: 3 clusters Score -8511033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8511033.000000 Penalty: 5325.285156
	Iteration 94F: 3 clusters Score -8511033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -119550.570312 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -119550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117841.320312 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -117841.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118229.585938 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -118229.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118380.304688 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -118380.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -118537.812500 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -118537.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118639.421875 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -118639.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -118703.421875 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -118703.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118742.515625 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -118742.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118760.796875 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -118760.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -118785.734375 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -118785.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -118813.382812 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -118813.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -118835.523438 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -118835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118843.390625 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -118843.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -118860.781250 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -118860.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118877.578125 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -118877.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -118928.914062 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -118928.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118968.460938 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -118968.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -119007.414062 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -119007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -119048.492188 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -119048.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -119078.273438 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -119078.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119133.718750 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -119133.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -119181.007812 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -119181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -119218.382812 Penalty: 3301.736328
	Iteration 21Q: 3 clusters Score -119218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119239.742188 Penalty: 3301.736328
	Iteration 22Q: 3 clusters Score -119239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119247.546875 Penalty: 3301.736328
	Iteration 23Q: 3 clusters Score -119247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119252.257812 Penalty: 3301.736328
	Iteration 24Q: 3 clusters Score -119252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119253.421875 Penalty: 3301.736328
	Iteration 25Q: 3 clusters Score -119253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119254.242188 Penalty: 3301.736328
	Iteration 26Q: 3 clusters Score -119254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119254.242188 Penalty: 3301.736328
	Iteration 27F: 3 clusters Score -119254.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -161307.953125 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -161308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -159366.453125 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -159366.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -159761.406250 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -159761.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160059.218750 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -160059.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -160251.578125 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -160251.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -160368.078125 Penalty: 3420.760254
	Iteration 4F: 3 clusters Score -160368.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -160451.343750 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -160451.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -160539.468750 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -160539.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -160655.343750 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -160655.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -160759.687500 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -160759.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -160867.187500 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -160867.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -160919.875000 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -160919.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -160942.984375 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -160943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -160967.125000 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -160967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -160972.703125 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -160972.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -160977.625000 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -160977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -160979.500000 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -160979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -160981.203125 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -160981.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -160981.203125 Penalty: 3420.760254
	Iteration 17F: 3 clusters Score -160981.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -65070.867188 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -65070.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -63890.703125 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -63890.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63981.769531 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -63981.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -64005.636719 Penalty: 2832.371582
	Iteration 2Q: 3 clusters Score -64005.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -64009.613281 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -64009.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -64011.187500 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -64011.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -64017.828125 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -64017.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -64017.828125 Penalty: 2832.371582
	Iteration 6F: 3 clusters Score -64017.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50733 members 
Mstep: Class 4 contains 49609 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 42046 members 
Mstep: Class 7 contains 43338 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43725 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30330 members 
Mstep: Class 13 contains 41778 members 
Mstep: Class 14 contains 44819 members 
Mstep: Class 15 contains 45819 members 
Mstep: Class 16 contains 45474 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46620 members 
Mstep: Class 19 contains 46003 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684200.000000 Penalty: 72451.218750
Iteration 279Q: 23 clusters Score -1.066842e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50739 members 
Mstep: Class 4 contains 49526 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 42027 members 
Mstep: Class 7 contains 43330 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30337 members 
Mstep: Class 13 contains 41724 members 
Mstep: Class 14 contains 44824 members 
Mstep: Class 15 contains 45865 members 
Mstep: Class 16 contains 45437 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46622 members 
Mstep: Class 19 contains 46074 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684360.000000 Penalty: 72451.218750
Iteration 280F: 23 clusters Score -1.066844e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50708 members 
Mstep: Class 4 contains 49485 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 41989 members 
Mstep: Class 7 contains 43337 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 43809 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30342 members 
Mstep: Class 13 contains 41697 members 
Mstep: Class 14 contains 44817 members 
Mstep: Class 15 contains 45940 members 
Mstep: Class 16 contains 45404 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46608 members 
Mstep: Class 19 contains 46120 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684472.000000 Penalty: 72451.218750
Iteration 281Q: 23 clusters Score -1.066845e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50664 members 
Mstep: Class 4 contains 49462 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 41968 members 
Mstep: Class 7 contains 43338 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 43881 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30343 members 
Mstep: Class 13 contains 41653 members 
Mstep: Class 14 contains 44798 members 
Mstep: Class 15 contains 46043 members 
Mstep: Class 16 contains 45370 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46602 members 
Mstep: Class 19 contains 46124 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684736.000000 Penalty: 72451.218750
Iteration 282Q: 23 clusters Score -1.066847e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50635 members 
Mstep: Class 4 contains 49456 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 41936 members 
Mstep: Class 7 contains 43322 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 44040 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30350 members 
Mstep: Class 13 contains 41638 members 
Mstep: Class 14 contains 44766 members 
Mstep: Class 15 contains 46062 members 
Mstep: Class 16 contains 45343 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46615 members 
Mstep: Class 19 contains 46077 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685000.000000 Penalty: 72451.218750
Iteration 283Q: 23 clusters Score -1.06685e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50593 members 
Mstep: Class 4 contains 49454 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 41919 members 
Mstep: Class 7 contains 43310 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 44228 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30350 members 
Mstep: Class 13 contains 41620 members 
Mstep: Class 14 contains 44733 members 
Mstep: Class 15 contains 46089 members 
Mstep: Class 16 contains 45289 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46607 members 
Mstep: Class 19 contains 46042 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685320.000000 Penalty: 72451.218750
Iteration 284Q: 23 clusters Score -1.066853e+08 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50545 members 
Mstep: Class 4 contains 49424 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 41936 members 
Mstep: Class 7 contains 43310 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 44452 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30349 members 
Mstep: Class 13 contains 41598 members 
Mstep: Class 14 contains 44672 members 
Mstep: Class 15 contains 46071 members 
Mstep: Class 16 contains 45278 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46619 members 
Mstep: Class 19 contains 45976 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685464.000000 Penalty: 72451.218750
Iteration 285Q: 23 clusters Score -1.066855e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50457 members 
Mstep: Class 4 contains 49356 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 41994 members 
Mstep: Class 7 contains 43315 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 44668 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30346 members 
Mstep: Class 13 contains 41581 members 
Mstep: Class 14 contains 44638 members 
Mstep: Class 15 contains 46020 members 
Mstep: Class 16 contains 45294 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46622 members 
Mstep: Class 19 contains 45916 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685544.000000 Penalty: 72451.218750
Iteration 286Q: 23 clusters Score -1.066855e+08 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50358 members 
Mstep: Class 4 contains 49255 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 42049 members 
Mstep: Class 7 contains 43338 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 44966 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30332 members 
Mstep: Class 13 contains 41548 members 
Mstep: Class 14 contains 44612 members 
Mstep: Class 15 contains 45918 members 
Mstep: Class 16 contains 45301 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46650 members 
Mstep: Class 19 contains 45850 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685720.000000 Penalty: 72451.218750
Iteration 287Q: 23 clusters Score -1.066857e+08 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50271 members 
Mstep: Class 4 contains 49184 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 6 contains 42153 members 
Mstep: Class 7 contains 43340 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 45261 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30326 members 
Mstep: Class 13 contains 41476 members 
Mstep: Class 14 contains 44571 members 
Mstep: Class 15 contains 45852 members 
Mstep: Class 16 contains 45299 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46642 members 
Mstep: Class 19 contains 45793 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686016.000000 Penalty: 72451.218750
Iteration 288Q: 23 clusters Score -1.06686e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50211 members 
Mstep: Class 4 contains 49038 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 6 contains 42265 members 
Mstep: Class 7 contains 43325 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 45541 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30313 members 
Mstep: Class 13 contains 41424 members 
Mstep: Class 14 contains 44533 members 
Mstep: Class 15 contains 45865 members 
Mstep: Class 16 contains 45288 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46611 members 
Mstep: Class 19 contains 45740 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686600.000000 Penalty: 72451.218750
Iteration 289Q: 23 clusters Score -1.066866e+08 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50121 members 
Mstep: Class 4 contains 48910 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 6 contains 42340 members 
Mstep: Class 7 contains 43313 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 45833 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30314 members 
Mstep: Class 13 contains 41402 members 
Mstep: Class 14 contains 44500 members 
Mstep: Class 15 contains 45836 members 
Mstep: Class 16 contains 45276 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46597 members 
Mstep: Class 19 contains 45693 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686856.000000 Penalty: 72451.218750
Iteration 290Q: 23 clusters Score -1.066869e+08 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49995 members 
Mstep: Class 4 contains 48817 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 42391 members 
Mstep: Class 7 contains 43340 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 46138 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 41375 members 
Mstep: Class 14 contains 44450 members 
Mstep: Class 15 contains 45775 members 
Mstep: Class 16 contains 45261 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46588 members 
Mstep: Class 19 contains 45672 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687136.000000 Penalty: 72451.218750
Iteration 291Q: 23 clusters Score -1.066871e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49899 members 
Mstep: Class 4 contains 48705 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 42498 members 
Mstep: Class 7 contains 43374 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 46511 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30329 members 
Mstep: Class 13 contains 41299 members 
Mstep: Class 14 contains 44390 members 
Mstep: Class 15 contains 45653 members 
Mstep: Class 16 contains 45234 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46590 members 
Mstep: Class 19 contains 45643 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687432.000000 Penalty: 72451.218750
Iteration 292Q: 23 clusters Score -1.066874e+08 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49814 members 
Mstep: Class 4 contains 48640 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 42643 members 
Mstep: Class 7 contains 43372 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 46838 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30340 members 
Mstep: Class 13 contains 41283 members 
Mstep: Class 14 contains 44281 members 
Mstep: Class 15 contains 45524 members 
Mstep: Class 16 contains 45222 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46591 members 
Mstep: Class 19 contains 45602 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687680.000000 Penalty: 72451.218750
Iteration 293Q: 23 clusters Score -1.066877e+08 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49697 members 
Mstep: Class 4 contains 48664 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 42814 members 
Mstep: Class 7 contains 43324 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 47053 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30348 members 
Mstep: Class 13 contains 41260 members 
Mstep: Class 14 contains 44190 members 
Mstep: Class 15 contains 45424 members 
Mstep: Class 16 contains 45207 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46604 members 
Mstep: Class 19 contains 45596 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687976.000000 Penalty: 72451.218750
Iteration 294Q: 23 clusters Score -1.06688e+08 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49588 members 
Mstep: Class 4 contains 48665 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 42916 members 
Mstep: Class 7 contains 43295 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 47213 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30356 members 
Mstep: Class 13 contains 41256 members 
Mstep: Class 14 contains 44134 members 
Mstep: Class 15 contains 45285 members 
Mstep: Class 16 contains 45187 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46625 members 
Mstep: Class 19 contains 45680 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687544.000000 Penalty: 72451.218750
Iteration 295Q: 23 clusters Score -1.066875e+08 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49454 members 
Mstep: Class 4 contains 48657 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 42986 members 
Mstep: Class 7 contains 43292 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 47359 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30350 members 
Mstep: Class 13 contains 41278 members 
Mstep: Class 14 contains 44041 members 
Mstep: Class 15 contains 45231 members 
Mstep: Class 16 contains 45149 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46624 members 
Mstep: Class 19 contains 45774 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687560.000000 Penalty: 72451.218750
Iteration 296Q: 23 clusters Score -1.066876e+08 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49336 members 
Mstep: Class 4 contains 48721 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 43096 members 
Mstep: Class 7 contains 43284 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 47359 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30337 members 
Mstep: Class 13 contains 41313 members 
Mstep: Class 14 contains 43911 members 
Mstep: Class 15 contains 45223 members 
Mstep: Class 16 contains 45153 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46626 members 
Mstep: Class 19 contains 45853 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687848.000000 Penalty: 72451.218750
Iteration 297Q: 23 clusters Score -1.066878e+08 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49194 members 
Mstep: Class 4 contains 48689 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 43130 members 
Mstep: Class 7 contains 43263 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 47454 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30333 members 
Mstep: Class 13 contains 41384 members 
Mstep: Class 14 contains 43833 members 
Mstep: Class 15 contains 45307 members 
Mstep: Class 16 contains 45165 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46607 members 
Mstep: Class 19 contains 45869 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688120.000000 Penalty: 72451.218750
Iteration 298Q: 23 clusters Score -1.066881e+08 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49059 members 
Mstep: Class 4 contains 48683 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 43152 members 
Mstep: Class 7 contains 43244 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 47470 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 41498 members 
Mstep: Class 14 contains 43740 members 
Mstep: Class 15 contains 45398 members 
Mstep: Class 16 contains 45163 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46635 members 
Mstep: Class 19 contains 45871 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688832.000000 Penalty: 72451.218750
Iteration 299Q: 23 clusters Score -1.066888e+08 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48996 members 
Mstep: Class 4 contains 48699 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 43166 members 
Mstep: Class 7 contains 43254 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 47474 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30324 members 
Mstep: Class 13 contains 41664 members 
Mstep: Class 14 contains 43657 members 
Mstep: Class 15 contains 45437 members 
Mstep: Class 16 contains 45125 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46628 members 
Mstep: Class 19 contains 45838 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688904.000000 Penalty: 72451.218750
Iteration 300F: 23 clusters Score -1.066889e+08 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48904 members 
Mstep: Class 4 contains 48716 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 43168 members 
Mstep: Class 7 contains 43266 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 47473 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30319 members 
Mstep: Class 13 contains 41840 members 
Mstep: Class 14 contains 43597 members 
Mstep: Class 15 contains 45533 members 
Mstep: Class 16 contains 45071 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46607 members 
Mstep: Class 19 contains 45807 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689320.000000 Penalty: 72451.218750
Iteration 301Q: 23 clusters Score -1.066893e+08 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48791 members 
Mstep: Class 4 contains 48828 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 43181 members 
Mstep: Class 7 contains 43273 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 47461 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30315 members 
Mstep: Class 13 contains 41995 members 
Mstep: Class 14 contains 43517 members 
Mstep: Class 15 contains 45637 members 
Mstep: Class 16 contains 45020 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46585 members 
Mstep: Class 19 contains 45741 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689616.000000 Penalty: 72451.218750
Iteration 302Q: 23 clusters Score -1.066896e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48719 members 
Mstep: Class 4 contains 48922 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 43186 members 
Mstep: Class 7 contains 43270 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 47441 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30317 members 
Mstep: Class 13 contains 42136 members 
Mstep: Class 14 contains 43459 members 
Mstep: Class 15 contains 45716 members 
Mstep: Class 16 contains 44980 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 45660 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689936.000000 Penalty: 72451.218750
Iteration 303Q: 23 clusters Score -1.066899e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48691 members 
Mstep: Class 4 contains 48994 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 43167 members 
Mstep: Class 7 contains 43282 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 47389 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30328 members 
Mstep: Class 13 contains 42296 members 
Mstep: Class 14 contains 43363 members 
Mstep: Class 15 contains 45777 members 
Mstep: Class 16 contains 44973 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46575 members 
Mstep: Class 19 contains 45552 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690032.000000 Penalty: 72451.218750
Iteration 304Q: 23 clusters Score -1.0669e+08 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48618 members 
Mstep: Class 4 contains 49138 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 43102 members 
Mstep: Class 7 contains 43284 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 47309 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30334 members 
Mstep: Class 13 contains 42429 members 
Mstep: Class 14 contains 43279 members 
Mstep: Class 15 contains 45833 members 
Mstep: Class 16 contains 44954 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46611 members 
Mstep: Class 19 contains 45493 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690144.000000 Penalty: 72451.218750
Iteration 305Q: 23 clusters Score -1.066901e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48578 members 
Mstep: Class 4 contains 49242 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 43063 members 
Mstep: Class 7 contains 43280 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 47273 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30341 members 
Mstep: Class 13 contains 42564 members 
Mstep: Class 14 contains 43213 members 
Mstep: Class 15 contains 45902 members 
Mstep: Class 16 contains 44946 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46586 members 
Mstep: Class 19 contains 45406 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690104.000000 Penalty: 72451.218750
Iteration 306Q: 23 clusters Score -1.066901e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48569 members 
Mstep: Class 4 contains 49400 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 43059 members 
Mstep: Class 7 contains 43256 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 47267 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30343 members 
Mstep: Class 13 contains 42622 members 
Mstep: Class 14 contains 43129 members 
Mstep: Class 15 contains 45954 members 
Mstep: Class 16 contains 44935 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46568 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690192.000000 Penalty: 72451.218750
Iteration 307Q: 23 clusters Score -1.066902e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48615 members 
Mstep: Class 4 contains 49589 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 43054 members 
Mstep: Class 7 contains 43237 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 47190 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30346 members 
Mstep: Class 13 contains 42684 members 
Mstep: Class 14 contains 43045 members 
Mstep: Class 15 contains 45976 members 
Mstep: Class 16 contains 44906 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46541 members 
Mstep: Class 19 contains 45217 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690056.000000 Penalty: 72451.218750
Iteration 308Q: 23 clusters Score -1.066901e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48646 members 
Mstep: Class 4 contains 49788 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 43032 members 
Mstep: Class 7 contains 43193 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 47132 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30350 members 
Mstep: Class 13 contains 42732 members 
Mstep: Class 14 contains 43004 members 
Mstep: Class 15 contains 45973 members 
Mstep: Class 16 contains 44869 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46504 members 
Mstep: Class 19 contains 45172 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690224.000000 Penalty: 72451.218750
Iteration 309Q: 23 clusters Score -1.066902e+08 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48709 members 
Mstep: Class 4 contains 50013 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 43010 members 
Mstep: Class 7 contains 43174 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 47061 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30349 members 
Mstep: Class 13 contains 42719 members 
Mstep: Class 14 contains 42939 members 
Mstep: Class 15 contains 45976 members 
Mstep: Class 16 contains 44849 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46471 members 
Mstep: Class 19 contains 45150 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690320.000000 Penalty: 72451.218750
Iteration 310Q: 23 clusters Score -1.066903e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48799 members 
Mstep: Class 4 contains 50171 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42946 members 
Mstep: Class 7 contains 43160 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46971 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 42761 members 
Mstep: Class 14 contains 42921 members 
Mstep: Class 15 contains 45933 members 
Mstep: Class 16 contains 44827 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46440 members 
Mstep: Class 19 contains 45161 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690496.000000 Penalty: 72451.218750
Iteration 311Q: 23 clusters Score -1.066905e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 48932 members 
Mstep: Class 4 contains 50274 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42958 members 
Mstep: Class 7 contains 43156 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46870 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30346 members 
Mstep: Class 13 contains 42752 members 
Mstep: Class 14 contains 42904 members 
Mstep: Class 15 contains 45868 members 
Mstep: Class 16 contains 44799 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46403 members 
Mstep: Class 19 contains 45179 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690472.000000 Penalty: 72451.218750
Iteration 312Q: 23 clusters Score -1.066905e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49044 members 
Mstep: Class 4 contains 50353 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 42910 members 
Mstep: Class 7 contains 43190 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46798 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30341 members 
Mstep: Class 13 contains 42768 members 
Mstep: Class 14 contains 42910 members 
Mstep: Class 15 contains 45802 members 
Mstep: Class 16 contains 44770 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46387 members 
Mstep: Class 19 contains 45181 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690432.000000 Penalty: 72451.218750
Iteration 313Q: 23 clusters Score -1.066904e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49163 members 
Mstep: Class 4 contains 50463 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 42841 members 
Mstep: Class 7 contains 43212 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 46705 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30329 members 
Mstep: Class 13 contains 42765 members 
Mstep: Class 14 contains 42892 members 
Mstep: Class 15 contains 45773 members 
Mstep: Class 16 contains 44760 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46378 members 
Mstep: Class 19 contains 45194 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690552.000000 Penalty: 72451.218750
Iteration 314Q: 23 clusters Score -1.066906e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49323 members 
Mstep: Class 4 contains 50525 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42803 members 
Mstep: Class 7 contains 43233 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 46656 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30322 members 
Mstep: Class 13 contains 42722 members 
Mstep: Class 14 contains 42882 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 44744 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46385 members 
Mstep: Class 19 contains 45181 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690376.000000 Penalty: 72451.218750
Iteration 315Q: 23 clusters Score -1.066904e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49424 members 
Mstep: Class 4 contains 50552 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42749 members 
Mstep: Class 7 contains 43242 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 46637 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 42694 members 
Mstep: Class 14 contains 42910 members 
Mstep: Class 15 contains 45696 members 
Mstep: Class 16 contains 44743 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46367 members 
Mstep: Class 19 contains 45169 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690528.000000 Penalty: 72451.218750
Iteration 316Q: 23 clusters Score -1.066905e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49522 members 
Mstep: Class 4 contains 50581 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42681 members 
Mstep: Class 7 contains 43237 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 46629 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30314 members 
Mstep: Class 13 contains 42668 members 
Mstep: Class 14 contains 42928 members 
Mstep: Class 15 contains 45683 members 
Mstep: Class 16 contains 44716 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46369 members 
Mstep: Class 19 contains 45161 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690816.000000 Penalty: 72451.218750
Iteration 317Q: 23 clusters Score -1.066908e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49601 members 
Mstep: Class 4 contains 50616 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42640 members 
Mstep: Class 7 contains 43237 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 46676 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30310 members 
Mstep: Class 13 contains 42632 members 
Mstep: Class 14 contains 42932 members 
Mstep: Class 15 contains 45634 members 
Mstep: Class 16 contains 44681 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46354 members 
Mstep: Class 19 contains 45169 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690736.000000 Penalty: 72451.218750
Iteration 318Q: 23 clusters Score -1.066907e+08 nChanged 1748
Entering ConstructFrom: 
Score: -106690736.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (46724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Entering Unmasked Estep 
Score: -8586192.000000 Penalty: 2666.499268
	Iteration 0F: 2 clusters Score -8586192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -8555920.000000 Penalty: 5332.998535
	Iteration 0F: 3 clusters Score -8555920 nChanged 21495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -8567718.000000 Penalty: 5332.998535
	Iteration 1F: 3 clusters Score -8567718 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -8568148.000000 Penalty: 5332.998535
	Iteration 2Q: 3 clusters Score -8568148 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -8568433.000000 Penalty: 5332.998535
	Iteration 3Q: 3 clusters Score -8568433 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -8568738.000000 Penalty: 5332.998535
	Iteration 4Q: 3 clusters Score -8568738 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -8569081.000000 Penalty: 5332.998535
	Iteration 5Q: 3 clusters Score -8569081 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -8569527.000000 Penalty: 5332.998535
	Iteration 6Q: 3 clusters Score -8569527 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -8570261.000000 Penalty: 5332.998535
	Iteration 7Q: 3 clusters Score -8570261 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -8571471.000000 Penalty: 5332.998535
	Iteration 8Q: 3 clusters Score -8571471 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -8573358.000000 Penalty: 5332.998535
	Iteration 9F: 3 clusters Score -8573358 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -8576052.000000 Penalty: 5332.998535
	Iteration 10F: 3 clusters Score -8576052 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -8579006.000000 Penalty: 5332.998535
	Iteration 11F: 3 clusters Score -8579006 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -8581655.000000 Penalty: 5332.998535
	Iteration 12F: 3 clusters Score -8581655 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -8583749.000000 Penalty: 5332.998535
	Iteration 13Q: 3 clusters Score -8583749 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -8584826.000000 Penalty: 5332.998535
	Iteration 14Q: 3 clusters Score -8584826 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -8585231.000000 Penalty: 5332.998535
	Iteration 15Q: 3 clusters Score -8585231 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -8585381.000000 Penalty: 5332.998535
	Iteration 16Q: 3 clusters Score -8585381 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -8585465.000000 Penalty: 5332.998535
	Iteration 17Q: 3 clusters Score -8585465 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -8585509.000000 Penalty: 5332.998535
	Iteration 18Q: 3 clusters Score -8585509 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -8585540.000000 Penalty: 5332.998535
	Iteration 19Q: 3 clusters Score -8585540 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -8585555.000000 Penalty: 5332.998535
	Iteration 20F: 3 clusters Score -8585555 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -8585555.000000 Penalty: 5332.998535
	Iteration 21Q: 3 clusters Score -8585555 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -8585585.000000 Penalty: 5332.998535
	Iteration 22Q: 3 clusters Score -8585585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -8585578.000000 Penalty: 5332.998535
	Iteration 23Q: 3 clusters Score -8585578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -8585599.000000 Penalty: 5332.998535
	Iteration 24Q: 3 clusters Score -8585599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -8585606.000000 Penalty: 5332.998535
	Iteration 25Q: 3 clusters Score -8585606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -8585613.000000 Penalty: 5332.998535
	Iteration 26Q: 3 clusters Score -8585613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8585613.000000 Penalty: 5332.998535
	Iteration 27Q: 3 clusters Score -8585613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -8585605.000000 Penalty: 5332.998535
	Iteration 28Q: 3 clusters Score -8585605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -8585616.000000 Penalty: 5332.998535
	Iteration 29Q: 3 clusters Score -8585616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -8585619.000000 Penalty: 5332.998535
	Iteration 30Q: 3 clusters Score -8585619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -8585616.000000 Penalty: 5332.998535
	Iteration 31Q: 3 clusters Score -8585616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -8585616.000000 Penalty: 5332.998535
	Iteration 32Q: 3 clusters Score -8585616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -8585614.000000 Penalty: 5332.998535
	Iteration 33Q: 3 clusters Score -8585614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -8585622.000000 Penalty: 5332.998535
	Iteration 34Q: 3 clusters Score -8585622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -8585618.000000 Penalty: 5332.998535
	Iteration 35Q: 3 clusters Score -8585618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -8585619.000000 Penalty: 5332.998535
	Iteration 36Q: 3 clusters Score -8585619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -8585619.000000 Penalty: 5332.998535
	Iteration 37F: 3 clusters Score -8585619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -18166.832031 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -18166.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17197.609375 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -17197.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17308.884766 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -17308.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17356.478516 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -17356.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17422.947266 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -17422.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17483.404297 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -17483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17502.478516 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -17502.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17530.630859 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -17530.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17535.496094 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -17535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17542.402344 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -17542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17544.857422 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -17544.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17544.857422 Penalty: 2730.644531
	Iteration 10F: 3 clusters Score -17544.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Entering Unmasked Estep 
Score: -9260847.000000 Penalty: 2681.747559
	Iteration 0F: 2 clusters Score -9260847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -9230774.000000 Penalty: 5363.495117
	Iteration 0F: 3 clusters Score -9230774 nChanged 22884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -9243194.000000 Penalty: 5363.495117
	Iteration 1F: 3 clusters Score -9243194 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -9243707.000000 Penalty: 5363.495117
	Iteration 2Q: 3 clusters Score -9243707 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -9244130.000000 Penalty: 5363.495117
	Iteration 3Q: 3 clusters Score -9244130 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -9244580.000000 Penalty: 5363.495117
	Iteration 4Q: 3 clusters Score -9244580 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -9245174.000000 Penalty: 5363.495117
	Iteration 5Q: 3 clusters Score -9245174 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -9245738.000000 Penalty: 5363.495117
	Iteration 6Q: 3 clusters Score -9245738 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -9246482.000000 Penalty: 5363.495117
	Iteration 7Q: 3 clusters Score -9246482 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -9247574.000000 Penalty: 5363.495117
	Iteration 8Q: 3 clusters Score -9247574 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -9249063.000000 Penalty: 5363.495117
	Iteration 9Q: 3 clusters Score -9249063 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -9251048.000000 Penalty: 5363.495117
	Iteration 10F: 3 clusters Score -9251048 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -9252838.000000 Penalty: 5363.495117
	Iteration 11F: 3 clusters Score -9252838 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -9254183.000000 Penalty: 5363.495117
	Iteration 12Q: 3 clusters Score -9254183 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -9255104.000000 Penalty: 5363.495117
	Iteration 13Q: 3 clusters Score -9255104 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -9255715.000000 Penalty: 5363.495117
	Iteration 14Q: 3 clusters Score -9255715 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -9256455.000000 Penalty: 5363.495117
	Iteration 15Q: 3 clusters Score -9256455 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -9257205.000000 Penalty: 5363.495117
	Iteration 16Q: 3 clusters Score -9257205 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -9257887.000000 Penalty: 5363.495117
	Iteration 17Q: 3 clusters Score -9257887 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -9258495.000000 Penalty: 5363.495117
	Iteration 18Q: 3 clusters Score -9258495 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -9258973.000000 Penalty: 5363.495117
	Iteration 19Q: 3 clusters Score -9258973 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -9259308.000000 Penalty: 5363.495117
	Iteration 20F: 3 clusters Score -9259308 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -9259588.000000 Penalty: 5363.495117
	Iteration 21Q: 3 clusters Score -9259588 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -9259815.000000 Penalty: 5363.495117
	Iteration 22Q: 3 clusters Score -9259815 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -9259965.000000 Penalty: 5363.495117
	Iteration 23Q: 3 clusters Score -9259965 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -9260074.000000 Penalty: 5363.495117
	Iteration 24Q: 3 clusters Score -9260074 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -9260229.000000 Penalty: 5363.495117
	Iteration 25Q: 3 clusters Score -9260229 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -9260267.000000 Penalty: 5363.495117
	Iteration 26Q: 3 clusters Score -9260267 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -9260282.000000 Penalty: 5363.495117
	Iteration 27Q: 3 clusters Score -9260282 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -9260305.000000 Penalty: 5363.495117
	Iteration 28Q: 3 clusters Score -9260305 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -9260342.000000 Penalty: 5363.495117
	Iteration 29Q: 3 clusters Score -9260342 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -9260334.000000 Penalty: 5363.495117
	Iteration 30Q: 3 clusters Score -9260334 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -9260336.000000 Penalty: 5363.495117
	Iteration 31Q: 3 clusters Score -9260336 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -9260379.000000 Penalty: 5363.495117
	Iteration 32Q: 3 clusters Score -9260379 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -9260377.000000 Penalty: 5363.495117
	Iteration 33Q: 3 clusters Score -9260377 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -9260343.000000 Penalty: 5363.495117
	Iteration 34Q: 3 clusters Score -9260343 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -9260326.000000 Penalty: 5363.495117
	Iteration 35Q: 3 clusters Score -9260326 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -9260294.000000 Penalty: 5363.495117
	Iteration 36Q: 3 clusters Score -9260294 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -9260318.000000 Penalty: 5363.495117
	Iteration 37Q: 3 clusters Score -9260318 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -9260277.000000 Penalty: 5363.495117
	Iteration 38Q: 3 clusters Score -9260277 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -9260266.000000 Penalty: 5363.495117
	Iteration 39Q: 3 clusters Score -9260266 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -9260213.000000 Penalty: 5363.495117
	Iteration 40F: 3 clusters Score -9260213 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -9260186.000000 Penalty: 5363.495117
	Iteration 41Q: 3 clusters Score -9260186 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -9260165.000000 Penalty: 5363.495117
	Iteration 42Q: 3 clusters Score -9260165 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -9260129.000000 Penalty: 5363.495117
	Iteration 43Q: 3 clusters Score -9260129 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -9260085.000000 Penalty: 5363.495117
	Iteration 44Q: 3 clusters Score -9260085 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -9260050.000000 Penalty: 5363.495117
	Iteration 45Q: 3 clusters Score -9260050 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -9260025.000000 Penalty: 5363.495117
	Iteration 46Q: 3 clusters Score -9260025 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -9259962.000000 Penalty: 5363.495117
	Iteration 47Q: 3 clusters Score -9259962 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -9259933.000000 Penalty: 5363.495117
	Iteration 48Q: 3 clusters Score -9259933 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -9259891.000000 Penalty: 5363.495117
	Iteration 49Q: 3 clusters Score -9259891 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -9259861.000000 Penalty: 5363.495117
	Iteration 50Q: 3 clusters Score -9259861 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -9259802.000000 Penalty: 5363.495117
	Iteration 51Q: 3 clusters Score -9259802 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -9259800.000000 Penalty: 5363.495117
	Iteration 52Q: 3 clusters Score -9259800 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -9259741.000000 Penalty: 5363.495117
	Iteration 53Q: 3 clusters Score -9259741 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -9259710.000000 Penalty: 5363.495117
	Iteration 54Q: 3 clusters Score -9259710 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -9259666.000000 Penalty: 5363.495117
	Iteration 55Q: 3 clusters Score -9259666 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -9259636.000000 Penalty: 5363.495117
	Iteration 56Q: 3 clusters Score -9259636 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -9259541.000000 Penalty: 5363.495117
	Iteration 57Q: 3 clusters Score -9259541 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -9259516.000000 Penalty: 5363.495117
	Iteration 58Q: 3 clusters Score -9259516 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -9259450.000000 Penalty: 5363.495117
	Iteration 59Q: 3 clusters Score -9259450 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -9259365.000000 Penalty: 5363.495117
	Iteration 60F: 3 clusters Score -9259365 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -9259308.000000 Penalty: 5363.495117
	Iteration 61Q: 3 clusters Score -9259308 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -9259268.000000 Penalty: 5363.495117
	Iteration 62Q: 3 clusters Score -9259268 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -9259268.000000 Penalty: 5363.495117
	Iteration 63Q: 3 clusters Score -9259268 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -9259213.000000 Penalty: 5363.495117
	Iteration 64Q: 3 clusters Score -9259213 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -9259176.000000 Penalty: 5363.495117
	Iteration 65Q: 3 clusters Score -9259176 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -9259156.000000 Penalty: 5363.495117
	Iteration 66Q: 3 clusters Score -9259156 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -9259128.000000 Penalty: 5363.495117
	Iteration 67Q: 3 clusters Score -9259128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -9259106.000000 Penalty: 5363.495117
	Iteration 68Q: 3 clusters Score -9259106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -9259071.000000 Penalty: 5363.495117
	Iteration 69Q: 3 clusters Score -9259071 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -9259045.000000 Penalty: 5363.495117
	Iteration 70Q: 3 clusters Score -9259045 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -9259027.000000 Penalty: 5363.495117
	Iteration 71Q: 3 clusters Score -9259027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -9259024.000000 Penalty: 5363.495117
	Iteration 72Q: 3 clusters Score -9259024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -9259014.000000 Penalty: 5363.495117
	Iteration 73Q: 3 clusters Score -9259014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -9259000.000000 Penalty: 5363.495117
	Iteration 74Q: 3 clusters Score -9259000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -9258975.000000 Penalty: 5363.495117
	Iteration 75Q: 3 clusters Score -9258975 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -9258947.000000 Penalty: 5363.495117
	Iteration 76Q: 3 clusters Score -9258947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -9258941.000000 Penalty: 5363.495117
	Iteration 77Q: 3 clusters Score -9258941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -9258957.000000 Penalty: 5363.495117
	Iteration 78Q: 3 clusters Score -9258957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -9258953.000000 Penalty: 5363.495117
	Iteration 79Q: 3 clusters Score -9258953 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -9258963.000000 Penalty: 5363.495117
	Iteration 80F: 3 clusters Score -9258963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -9258953.000000 Penalty: 5363.495117
	Iteration 81Q: 3 clusters Score -9258953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -9258965.000000 Penalty: 5363.495117
	Iteration 82Q: 3 clusters Score -9258965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -9258979.000000 Penalty: 5363.495117
	Iteration 83Q: 3 clusters Score -9258979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -9258954.000000 Penalty: 5363.495117
	Iteration 84Q: 3 clusters Score -9258954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -9258958.000000 Penalty: 5363.495117
	Iteration 85Q: 3 clusters Score -9258958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -9258964.000000 Penalty: 5363.495117
	Iteration 86Q: 3 clusters Score -9258964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -9258968.000000 Penalty: 5363.495117
	Iteration 87Q: 3 clusters Score -9258968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -9258968.000000 Penalty: 5363.495117
	Iteration 88F: 3 clusters Score -9258968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Entering Unmasked Estep 
Score: -9444524.000000 Penalty: 2686.527832
	Iteration 0F: 2 clusters Score -9444524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -9414438.000000 Penalty: 5373.055664
	Iteration 0F: 3 clusters Score -9414438 nChanged 23416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -9427353.000000 Penalty: 5373.055664
	Iteration 1F: 3 clusters Score -9427353 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -9427859.000000 Penalty: 5373.055664
	Iteration 2Q: 3 clusters Score -9427859 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -9428345.000000 Penalty: 5373.055664
	Iteration 3Q: 3 clusters Score -9428345 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -9428846.000000 Penalty: 5373.055664
	Iteration 4Q: 3 clusters Score -9428846 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -9429372.000000 Penalty: 5373.055664
	Iteration 5Q: 3 clusters Score -9429372 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -9430096.000000 Penalty: 5373.055664
	Iteration 6Q: 3 clusters Score -9430096 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -9430902.000000 Penalty: 5373.055664
	Iteration 7Q: 3 clusters Score -9430902 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -9432017.000000 Penalty: 5373.055664
	Iteration 8Q: 3 clusters Score -9432017 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -9433475.000000 Penalty: 5373.055664
	Iteration 9Q: 3 clusters Score -9433475 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -9435428.000000 Penalty: 5373.055664
	Iteration 10F: 3 clusters Score -9435428 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -9437786.000000 Penalty: 5373.055664
	Iteration 11F: 3 clusters Score -9437786 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -9439758.000000 Penalty: 5373.055664
	Iteration 12F: 3 clusters Score -9439758 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -9441002.000000 Penalty: 5373.055664
	Iteration 13Q: 3 clusters Score -9441002 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -9441754.000000 Penalty: 5373.055664
	Iteration 14Q: 3 clusters Score -9441754 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -9442419.000000 Penalty: 5373.055664
	Iteration 15Q: 3 clusters Score -9442419 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -9442980.000000 Penalty: 5373.055664
	Iteration 16Q: 3 clusters Score -9442980 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -9443435.000000 Penalty: 5373.055664
	Iteration 17Q: 3 clusters Score -9443435 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -9443774.000000 Penalty: 5373.055664
	Iteration 18Q: 3 clusters Score -9443774 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -9443990.000000 Penalty: 5373.055664
	Iteration 19Q: 3 clusters Score -9443990 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -9444282.000000 Penalty: 5373.055664
	Iteration 20F: 3 clusters Score -9444282 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -9444468.000000 Penalty: 5373.055664
	Iteration 21Q: 3 clusters Score -9444468 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -9444545.000000 Penalty: 5373.055664
	Iteration 22Q: 3 clusters Score -9444545 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -9444668.000000 Penalty: 5373.055664
	Iteration 23Q: 3 clusters Score -9444668 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -9444753.000000 Penalty: 5373.055664
	Iteration 24Q: 3 clusters Score -9444753 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -9444811.000000 Penalty: 5373.055664
	Iteration 25Q: 3 clusters Score -9444811 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -9444851.000000 Penalty: 5373.055664
	Iteration 26Q: 3 clusters Score -9444851 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -9444851.000000 Penalty: 5373.055664
	Iteration 27Q: 3 clusters Score -9444851 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -9444866.000000 Penalty: 5373.055664
	Iteration 28Q: 3 clusters Score -9444866 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -9444887.000000 Penalty: 5373.055664
	Iteration 29Q: 3 clusters Score -9444887 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -9444875.000000 Penalty: 5373.055664
	Iteration 30Q: 3 clusters Score -9444875 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -9444894.000000 Penalty: 5373.055664
	Iteration 31Q: 3 clusters Score -9444894 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -9444918.000000 Penalty: 5373.055664
	Iteration 32Q: 3 clusters Score -9444918 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -9444910.000000 Penalty: 5373.055664
	Iteration 33Q: 3 clusters Score -9444910 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -9444904.000000 Penalty: 5373.055664
	Iteration 34Q: 3 clusters Score -9444904 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -9444926.000000 Penalty: 5373.055664
	Iteration 35Q: 3 clusters Score -9444926 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -9444918.000000 Penalty: 5373.055664
	Iteration 36Q: 3 clusters Score -9444918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -9444913.000000 Penalty: 5373.055664
	Iteration 37Q: 3 clusters Score -9444913 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -9444900.000000 Penalty: 5373.055664
	Iteration 38Q: 3 clusters Score -9444900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -9444906.000000 Penalty: 5373.055664
	Iteration 39Q: 3 clusters Score -9444906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -9444890.000000 Penalty: 5373.055664
	Iteration 40F: 3 clusters Score -9444890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -9444893.000000 Penalty: 5373.055664
	Iteration 41Q: 3 clusters Score -9444893 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -9444879.000000 Penalty: 5373.055664
	Iteration 42Q: 3 clusters Score -9444879 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -9444879.000000 Penalty: 5373.055664
	Iteration 43Q: 3 clusters Score -9444879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -9444904.000000 Penalty: 5373.055664
	Iteration 44Q: 3 clusters Score -9444904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -9444887.000000 Penalty: 5373.055664
	Iteration 45Q: 3 clusters Score -9444887 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -9444865.000000 Penalty: 5373.055664
	Iteration 46Q: 3 clusters Score -9444865 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -9444871.000000 Penalty: 5373.055664
	Iteration 47Q: 3 clusters Score -9444871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -9444874.000000 Penalty: 5373.055664
	Iteration 48Q: 3 clusters Score -9444874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -9444862.000000 Penalty: 5373.055664
	Iteration 49Q: 3 clusters Score -9444862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -9444878.000000 Penalty: 5373.055664
	Iteration 50Q: 3 clusters Score -9444878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -9444872.000000 Penalty: 5373.055664
	Iteration 51Q: 3 clusters Score -9444872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -9444868.000000 Penalty: 5373.055664
	Iteration 52Q: 3 clusters Score -9444868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -9444853.000000 Penalty: 5373.055664
	Iteration 53Q: 3 clusters Score -9444853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -9444859.000000 Penalty: 5373.055664
	Iteration 54Q: 3 clusters Score -9444859 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -9444844.000000 Penalty: 5373.055664
	Iteration 55Q: 3 clusters Score -9444844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -9444872.000000 Penalty: 5373.055664
	Iteration 56Q: 3 clusters Score -9444872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -9444861.000000 Penalty: 5373.055664
	Iteration 57Q: 3 clusters Score -9444861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -9444860.000000 Penalty: 5373.055664
	Iteration 58Q: 3 clusters Score -9444860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -9444854.000000 Penalty: 5373.055664
	Iteration 59Q: 3 clusters Score -9444854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -9444863.000000 Penalty: 5373.055664
	Iteration 60F: 3 clusters Score -9444863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -9444849.000000 Penalty: 5373.055664
	Iteration 61Q: 3 clusters Score -9444849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -9444859.000000 Penalty: 5373.055664
	Iteration 62Q: 3 clusters Score -9444859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -9444827.000000 Penalty: 5373.055664
	Iteration 63Q: 3 clusters Score -9444827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -9444848.000000 Penalty: 5373.055664
	Iteration 64Q: 3 clusters Score -9444848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -9444835.000000 Penalty: 5373.055664
	Iteration 65Q: 3 clusters Score -9444835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -9444843.000000 Penalty: 5373.055664
	Iteration 66Q: 3 clusters Score -9444843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -9444852.000000 Penalty: 5373.055664
	Iteration 67Q: 3 clusters Score -9444852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -9444838.000000 Penalty: 5373.055664
	Iteration 68Q: 3 clusters Score -9444838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -9444839.000000 Penalty: 5373.055664
	Iteration 69Q: 3 clusters Score -9444839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -9444840.000000 Penalty: 5373.055664
	Iteration 70Q: 3 clusters Score -9444840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -9444840.000000 Penalty: 5373.055664
	Iteration 71Q: 3 clusters Score -9444840 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -9444838.000000 Penalty: 5373.055664
	Iteration 72Q: 3 clusters Score -9444838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -9444818.000000 Penalty: 5373.055664
	Iteration 73Q: 3 clusters Score -9444818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -9444801.000000 Penalty: 5373.055664
	Iteration 74Q: 3 clusters Score -9444801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -9444812.000000 Penalty: 5373.055664
	Iteration 75Q: 3 clusters Score -9444812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -9444780.000000 Penalty: 5373.055664
	Iteration 76Q: 3 clusters Score -9444780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -9444785.000000 Penalty: 5373.055664
	Iteration 77Q: 3 clusters Score -9444785 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -9444766.000000 Penalty: 5373.055664
	Iteration 78Q: 3 clusters Score -9444766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -9444764.000000 Penalty: 5373.055664
	Iteration 79Q: 3 clusters Score -9444764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -9444785.000000 Penalty: 5373.055664
	Iteration 80F: 3 clusters Score -9444785 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -9444783.000000 Penalty: 5373.055664
	Iteration 81Q: 3 clusters Score -9444783 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -9444797.000000 Penalty: 5373.055664
	Iteration 82Q: 3 clusters Score -9444797 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -9444789.000000 Penalty: 5373.055664
	Iteration 83Q: 3 clusters Score -9444789 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -9444761.000000 Penalty: 5373.055664
	Iteration 84Q: 3 clusters Score -9444761 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -9444718.000000 Penalty: 5373.055664
	Iteration 85Q: 3 clusters Score -9444718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -9444741.000000 Penalty: 5373.055664
	Iteration 86Q: 3 clusters Score -9444741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -9444700.000000 Penalty: 5373.055664
	Iteration 87Q: 3 clusters Score -9444700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -9444681.000000 Penalty: 5373.055664
	Iteration 88Q: 3 clusters Score -9444681 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -9444655.000000 Penalty: 5373.055664
	Iteration 89Q: 3 clusters Score -9444655 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -9444626.000000 Penalty: 5373.055664
	Iteration 90Q: 3 clusters Score -9444626 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -9444606.000000 Penalty: 5373.055664
	Iteration 91Q: 3 clusters Score -9444606 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -9444558.000000 Penalty: 5373.055664
	Iteration 92Q: 3 clusters Score -9444558 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -9444500.000000 Penalty: 5373.055664
	Iteration 93Q: 3 clusters Score -9444500 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -9444402.000000 Penalty: 5373.055664
	Iteration 94Q: 3 clusters Score -9444402 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -9444302.000000 Penalty: 5373.055664
	Iteration 95Q: 3 clusters Score -9444302 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -9444235.000000 Penalty: 5373.055664
	Iteration 96Q: 3 clusters Score -9444235 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -9444114.000000 Penalty: 5373.055664
	Iteration 97Q: 3 clusters Score -9444114 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -9443985.000000 Penalty: 5373.055664
	Iteration 98Q: 3 clusters Score -9443985 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -9443840.000000 Penalty: 5373.055664
	Iteration 99Q: 3 clusters Score -9443840 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -9443883.000000 Penalty: 5373.055664
	Iteration 100F: 3 clusters Score -9443883 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -9443835.000000 Penalty: 5373.055664
	Iteration 101Q: 3 clusters Score -9443835 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -9443686.000000 Penalty: 5373.055664
	Iteration 102Q: 3 clusters Score -9443686 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -9443516.000000 Penalty: 5373.055664
	Iteration 103Q: 3 clusters Score -9443516 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -9443453.000000 Penalty: 5373.055664
	Iteration 104Q: 3 clusters Score -9443453 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -9443404.000000 Penalty: 5373.055664
	Iteration 105Q: 3 clusters Score -9443404 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -9443339.000000 Penalty: 5373.055664
	Iteration 106Q: 3 clusters Score -9443339 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -9443242.000000 Penalty: 5373.055664
	Iteration 107Q: 3 clusters Score -9443242 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -9443157.000000 Penalty: 5373.055664
	Iteration 108Q: 3 clusters Score -9443157 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -9443081.000000 Penalty: 5373.055664
	Iteration 109Q: 3 clusters Score -9443081 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -9442968.000000 Penalty: 5373.055664
	Iteration 110Q: 3 clusters Score -9442968 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -9442924.000000 Penalty: 5373.055664
	Iteration 111Q: 3 clusters Score -9442924 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9442860.000000 Penalty: 5373.055664
	Iteration 112Q: 3 clusters Score -9442860 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -9442821.000000 Penalty: 5373.055664
	Iteration 113Q: 3 clusters Score -9442821 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -9442819.000000 Penalty: 5373.055664
	Iteration 114Q: 3 clusters Score -9442819 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -9442802.000000 Penalty: 5373.055664
	Iteration 115Q: 3 clusters Score -9442802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -9442794.000000 Penalty: 5373.055664
	Iteration 116Q: 3 clusters Score -9442794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -9442767.000000 Penalty: 5373.055664
	Iteration 117Q: 3 clusters Score -9442767 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -9442775.000000 Penalty: 5373.055664
	Iteration 118Q: 3 clusters Score -9442775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -9442771.000000 Penalty: 5373.055664
	Iteration 119Q: 3 clusters Score -9442771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -9442784.000000 Penalty: 5373.055664
	Iteration 120F: 3 clusters Score -9442784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -9442796.000000 Penalty: 5373.055664
	Iteration 121Q: 3 clusters Score -9442796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -9442801.000000 Penalty: 5373.055664
	Iteration 122Q: 3 clusters Score -9442801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -9442804.000000 Penalty: 5373.055664
	Iteration 123Q: 3 clusters Score -9442804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -9442792.000000 Penalty: 5373.055664
	Iteration 124Q: 3 clusters Score -9442792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -9442802.000000 Penalty: 5373.055664
	Iteration 125Q: 3 clusters Score -9442802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -9442795.000000 Penalty: 5373.055664
	Iteration 126Q: 3 clusters Score -9442795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -9442802.000000 Penalty: 5373.055664
	Iteration 127Q: 3 clusters Score -9442802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -9442818.000000 Penalty: 5373.055664
	Iteration 128Q: 3 clusters Score -9442818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -9442807.000000 Penalty: 5373.055664
	Iteration 129Q: 3 clusters Score -9442807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -9442788.000000 Penalty: 5373.055664
	Iteration 130Q: 3 clusters Score -9442788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -9442778.000000 Penalty: 5373.055664
	Iteration 131Q: 3 clusters Score -9442778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -9442779.000000 Penalty: 5373.055664
	Iteration 132Q: 3 clusters Score -9442779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -9442781.000000 Penalty: 5373.055664
	Iteration 133Q: 3 clusters Score -9442781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -9442785.000000 Penalty: 5373.055664
	Iteration 134Q: 3 clusters Score -9442785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -9442799.000000 Penalty: 5373.055664
	Iteration 135Q: 3 clusters Score -9442799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -9442791.000000 Penalty: 5373.055664
	Iteration 136Q: 3 clusters Score -9442791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -9442794.000000 Penalty: 5373.055664
	Iteration 137Q: 3 clusters Score -9442794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -9442781.000000 Penalty: 5373.055664
	Iteration 138Q: 3 clusters Score -9442781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -9442775.000000 Penalty: 5373.055664
	Iteration 139Q: 3 clusters Score -9442775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -9442785.000000 Penalty: 5373.055664
	Iteration 140F: 3 clusters Score -9442785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -9442786.000000 Penalty: 5373.055664
	Iteration 141Q: 3 clusters Score -9442786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -9442774.000000 Penalty: 5373.055664
	Iteration 142Q: 3 clusters Score -9442774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -9442781.000000 Penalty: 5373.055664
	Iteration 143Q: 3 clusters Score -9442781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -9442782.000000 Penalty: 5373.055664
	Iteration 144Q: 3 clusters Score -9442782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -9442787.000000 Penalty: 5373.055664
	Iteration 145Q: 3 clusters Score -9442787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -9442787.000000 Penalty: 5373.055664
	Iteration 146Q: 3 clusters Score -9442787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -9442790.000000 Penalty: 5373.055664
	Iteration 147Q: 3 clusters Score -9442790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -9442792.000000 Penalty: 5373.055664
	Iteration 148Q: 3 clusters Score -9442792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -9442798.000000 Penalty: 5373.055664
	Iteration 149Q: 3 clusters Score -9442798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -9442801.000000 Penalty: 5373.055664
	Iteration 150Q: 3 clusters Score -9442801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -9442808.000000 Penalty: 5373.055664
	Iteration 151Q: 3 clusters Score -9442808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -9442819.000000 Penalty: 5373.055664
	Iteration 152Q: 3 clusters Score -9442819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -9442819.000000 Penalty: 5373.055664
	Iteration 153Q: 3 clusters Score -9442819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -9442809.000000 Penalty: 5373.055664
	Iteration 154Q: 3 clusters Score -9442809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -9442807.000000 Penalty: 5373.055664
	Iteration 155Q: 3 clusters Score -9442807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -9442821.000000 Penalty: 5373.055664
	Iteration 156Q: 3 clusters Score -9442821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -9442802.000000 Penalty: 5373.055664
	Iteration 157Q: 3 clusters Score -9442802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -9442805.000000 Penalty: 5373.055664
	Iteration 158Q: 3 clusters Score -9442805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -9442801.000000 Penalty: 5373.055664
	Iteration 159Q: 3 clusters Score -9442801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -9442803.000000 Penalty: 5373.055664
	Iteration 160F: 3 clusters Score -9442803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -9442802.000000 Penalty: 5373.055664
	Iteration 161Q: 3 clusters Score -9442802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -9442801.000000 Penalty: 5373.055664
	Iteration 162Q: 3 clusters Score -9442801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -9442801.000000 Penalty: 5373.055664
	Iteration 163F: 3 clusters Score -9442801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -414649.343750 Penalty: 1930.342773
	Iteration 0F: 2 clusters Score -414649.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -411751.906250 Penalty: 3860.685547
	Iteration 0F: 3 clusters Score -411751.9 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -412421.281250 Penalty: 3860.685547
	Iteration 1F: 3 clusters Score -412421.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -412669.062500 Penalty: 3860.685547
	Iteration 2F: 3 clusters Score -412669.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -412829.687500 Penalty: 3860.685547
	Iteration 3F: 3 clusters Score -412829.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -412929.218750 Penalty: 3860.685547
	Iteration 4Q: 3 clusters Score -412929.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -412997.656250 Penalty: 3860.685547
	Iteration 5Q: 3 clusters Score -412997.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -413058.781250 Penalty: 3860.685547
	Iteration 6Q: 3 clusters Score -413058.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -413110.375000 Penalty: 3860.685547
	Iteration 7Q: 3 clusters Score -413110.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -413155.156250 Penalty: 3860.685547
	Iteration 8Q: 3 clusters Score -413155.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -413191.250000 Penalty: 3860.685547
	Iteration 9Q: 3 clusters Score -413191.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -413226.843750 Penalty: 3860.685547
	Iteration 10Q: 3 clusters Score -413226.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -413251.781250 Penalty: 3860.685547
	Iteration 11Q: 3 clusters Score -413251.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -413271.343750 Penalty: 3860.685547
	Iteration 12Q: 3 clusters Score -413271.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -413291.375000 Penalty: 3860.685547
	Iteration 13Q: 3 clusters Score -413291.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -413311.687500 Penalty: 3860.685547
	Iteration 14Q: 3 clusters Score -413311.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -413335.687500 Penalty: 3860.685547
	Iteration 15Q: 3 clusters Score -413335.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -413356.031250 Penalty: 3860.685547
	Iteration 16Q: 3 clusters Score -413356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -413382.750000 Penalty: 3860.685547
	Iteration 17Q: 3 clusters Score -413382.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -413409.875000 Penalty: 3860.685547
	Iteration 18Q: 3 clusters Score -413409.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -413436.468750 Penalty: 3860.685547
	Iteration 19Q: 3 clusters Score -413436.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -413473.437500 Penalty: 3860.685547
	Iteration 20F: 3 clusters Score -413473.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -413519.593750 Penalty: 3860.685547
	Iteration 21Q: 3 clusters Score -413519.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -413555.937500 Penalty: 3860.685547
	Iteration 22Q: 3 clusters Score -413555.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -413576.843750 Penalty: 3860.685547
	Iteration 23Q: 3 clusters Score -413576.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -413595.031250 Penalty: 3860.685547
	Iteration 24Q: 3 clusters Score -413595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -413608.531250 Penalty: 3860.685547
	Iteration 25Q: 3 clusters Score -413608.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -413628.843750 Penalty: 3860.685547
	Iteration 26Q: 3 clusters Score -413628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -413641.187500 Penalty: 3860.685547
	Iteration 27Q: 3 clusters Score -413641.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -413649.562500 Penalty: 3860.685547
	Iteration 28Q: 3 clusters Score -413649.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -413658.250000 Penalty: 3860.685547
	Iteration 29Q: 3 clusters Score -413658.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -413669.156250 Penalty: 3860.685547
	Iteration 30Q: 3 clusters Score -413669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -413674.718750 Penalty: 3860.685547
	Iteration 31Q: 3 clusters Score -413674.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -413677.968750 Penalty: 3860.685547
	Iteration 32Q: 3 clusters Score -413678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -413682.187500 Penalty: 3860.685547
	Iteration 33Q: 3 clusters Score -413682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -413685.437500 Penalty: 3860.685547
	Iteration 34Q: 3 clusters Score -413685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -413686.500000 Penalty: 3860.685547
	Iteration 35Q: 3 clusters Score -413686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -413687.812500 Penalty: 3860.685547
	Iteration 36Q: 3 clusters Score -413687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -413689.531250 Penalty: 3860.685547
	Iteration 37Q: 3 clusters Score -413689.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -413689.531250 Penalty: 3860.685547
	Iteration 38F: 3 clusters Score -413689.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Entering Unmasked Estep 
Score: -7900558.000000 Penalty: 2643.624023
	Iteration 0F: 2 clusters Score -7900558 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 21349 members 
Entering Unmasked Estep 
Score: -7872087.500000 Penalty: 5287.248047
	Iteration 0F: 3 clusters Score -7872088 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -7882722.500000 Penalty: 5287.248047
	Iteration 1F: 3 clusters Score -7882722 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -7883153.500000 Penalty: 5287.248047
	Iteration 2Q: 3 clusters Score -7883154 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -7883465.500000 Penalty: 5287.248047
	Iteration 3Q: 3 clusters Score -7883466 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -7883745.500000 Penalty: 5287.248047
	Iteration 4Q: 3 clusters Score -7883746 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -7884017.500000 Penalty: 5287.248047
	Iteration 5Q: 3 clusters Score -7884018 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -7884241.500000 Penalty: 5287.248047
	Iteration 6Q: 3 clusters Score -7884242 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -7884532.000000 Penalty: 5287.248047
	Iteration 7Q: 3 clusters Score -7884532 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -7884894.500000 Penalty: 5287.248047
	Iteration 8Q: 3 clusters Score -7884894 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -7885361.500000 Penalty: 5287.248047
	Iteration 9Q: 3 clusters Score -7885362 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -7886052.500000 Penalty: 5287.248047
	Iteration 10Q: 3 clusters Score -7886052 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -7887136.000000 Penalty: 5287.248047
	Iteration 11Q: 3 clusters Score -7887136 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -7888783.000000 Penalty: 5287.248047
	Iteration 12F: 3 clusters Score -7888783 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -7891055.000000 Penalty: 5287.248047
	Iteration 13F: 3 clusters Score -7891055 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -7893795.000000 Penalty: 5287.248047
	Iteration 14F: 3 clusters Score -7893795 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -7896199.500000 Penalty: 5287.248047
	Iteration 15F: 3 clusters Score -7896200 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -7897491.000000 Penalty: 5287.248047
	Iteration 16Q: 3 clusters Score -7897491 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -7898023.000000 Penalty: 5287.248047
	Iteration 17Q: 3 clusters Score -7898023 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -7898322.000000 Penalty: 5287.248047
	Iteration 18Q: 3 clusters Score -7898322 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -7898489.500000 Penalty: 5287.248047
	Iteration 19Q: 3 clusters Score -7898490 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -7898605.500000 Penalty: 5287.248047
	Iteration 20F: 3 clusters Score -7898606 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -7898691.000000 Penalty: 5287.248047
	Iteration 21Q: 3 clusters Score -7898691 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -7898763.500000 Penalty: 5287.248047
	Iteration 22Q: 3 clusters Score -7898764 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -7898796.000000 Penalty: 5287.248047
	Iteration 23Q: 3 clusters Score -7898796 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -7898852.000000 Penalty: 5287.248047
	Iteration 24Q: 3 clusters Score -7898852 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -7898912.000000 Penalty: 5287.248047
	Iteration 25Q: 3 clusters Score -7898912 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -7898940.000000 Penalty: 5287.248047
	Iteration 26Q: 3 clusters Score -7898940 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -7898975.500000 Penalty: 5287.248047
	Iteration 27Q: 3 clusters Score -7898976 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -7898986.000000 Penalty: 5287.248047
	Iteration 28Q: 3 clusters Score -7898986 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -7898991.000000 Penalty: 5287.248047
	Iteration 29Q: 3 clusters Score -7898991 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -7898990.500000 Penalty: 5287.248047
	Iteration 30Q: 3 clusters Score -7898990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -7899014.500000 Penalty: 5287.248047
	Iteration 31Q: 3 clusters Score -7899014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -7899043.000000 Penalty: 5287.248047
	Iteration 32Q: 3 clusters Score -7899043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -7899059.000000 Penalty: 5287.248047
	Iteration 33Q: 3 clusters Score -7899059 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -7899066.500000 Penalty: 5287.248047
	Iteration 34Q: 3 clusters Score -7899066 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -7899069.500000 Penalty: 5287.248047
	Iteration 35Q: 3 clusters Score -7899070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -7899085.000000 Penalty: 5287.248047
	Iteration 36Q: 3 clusters Score -7899085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -7899110.000000 Penalty: 5287.248047
	Iteration 37Q: 3 clusters Score -7899110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -7899123.500000 Penalty: 5287.248047
	Iteration 38Q: 3 clusters Score -7899124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -7899129.500000 Penalty: 5287.248047
	Iteration 39Q: 3 clusters Score -7899130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -7899134.500000 Penalty: 5287.248047
	Iteration 40F: 3 clusters Score -7899134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -7899132.500000 Penalty: 5287.248047
	Iteration 41Q: 3 clusters Score -7899132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -7899145.000000 Penalty: 5287.248047
	Iteration 42Q: 3 clusters Score -7899145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -7899153.500000 Penalty: 5287.248047
	Iteration 43Q: 3 clusters Score -7899154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -7899162.500000 Penalty: 5287.248047
	Iteration 44Q: 3 clusters Score -7899162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -7899167.000000 Penalty: 5287.248047
	Iteration 45Q: 3 clusters Score -7899167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -7899173.000000 Penalty: 5287.248047
	Iteration 46Q: 3 clusters Score -7899173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -7899165.000000 Penalty: 5287.248047
	Iteration 47Q: 3 clusters Score -7899165 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -7899172.500000 Penalty: 5287.248047
	Iteration 48Q: 3 clusters Score -7899172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7899174.500000 Penalty: 5287.248047
	Iteration 49Q: 3 clusters Score -7899174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -7899194.000000 Penalty: 5287.248047
	Iteration 50Q: 3 clusters Score -7899194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -7899192.500000 Penalty: 5287.248047
	Iteration 51Q: 3 clusters Score -7899192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -7899201.000000 Penalty: 5287.248047
	Iteration 52Q: 3 clusters Score -7899201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -7899200.000000 Penalty: 5287.248047
	Iteration 53Q: 3 clusters Score -7899200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -7899216.500000 Penalty: 5287.248047
	Iteration 54Q: 3 clusters Score -7899216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -7899211.000000 Penalty: 5287.248047
	Iteration 55Q: 3 clusters Score -7899211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -7899224.500000 Penalty: 5287.248047
	Iteration 56Q: 3 clusters Score -7899224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -7899230.500000 Penalty: 5287.248047
	Iteration 57Q: 3 clusters Score -7899230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7899225.500000 Penalty: 5287.248047
	Iteration 58Q: 3 clusters Score -7899226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -7899218.000000 Penalty: 5287.248047
	Iteration 59Q: 3 clusters Score -7899218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -7899225.500000 Penalty: 5287.248047
	Iteration 60F: 3 clusters Score -7899226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7899215.000000 Penalty: 5287.248047
	Iteration 61Q: 3 clusters Score -7899215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -7899235.500000 Penalty: 5287.248047
	Iteration 62Q: 3 clusters Score -7899236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -7899254.000000 Penalty: 5287.248047
	Iteration 63Q: 3 clusters Score -7899254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -7899263.000000 Penalty: 5287.248047
	Iteration 64Q: 3 clusters Score -7899263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -7899259.500000 Penalty: 5287.248047
	Iteration 65Q: 3 clusters Score -7899260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -7899260.000000 Penalty: 5287.248047
	Iteration 66Q: 3 clusters Score -7899260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -7899270.500000 Penalty: 5287.248047
	Iteration 67Q: 3 clusters Score -7899270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -7899275.500000 Penalty: 5287.248047
	Iteration 68Q: 3 clusters Score -7899276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -7899278.000000 Penalty: 5287.248047
	Iteration 69Q: 3 clusters Score -7899278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -7899283.500000 Penalty: 5287.248047
	Iteration 70Q: 3 clusters Score -7899284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -7899288.500000 Penalty: 5287.248047
	Iteration 71Q: 3 clusters Score -7899288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -7899304.500000 Penalty: 5287.248047
	Iteration 72Q: 3 clusters Score -7899304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -7899301.000000 Penalty: 5287.248047
	Iteration 73Q: 3 clusters Score -7899301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -7899299.000000 Penalty: 5287.248047
	Iteration 74Q: 3 clusters Score -7899299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -7899300.000000 Penalty: 5287.248047
	Iteration 75Q: 3 clusters Score -7899300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -7899297.500000 Penalty: 5287.248047
	Iteration 76Q: 3 clusters Score -7899298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7899306.500000 Penalty: 5287.248047
	Iteration 77Q: 3 clusters Score -7899306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -7899301.000000 Penalty: 5287.248047
	Iteration 78Q: 3 clusters Score -7899301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -7899307.500000 Penalty: 5287.248047
	Iteration 79Q: 3 clusters Score -7899308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7899305.500000 Penalty: 5287.248047
	Iteration 80F: 3 clusters Score -7899306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -7899310.000000 Penalty: 5287.248047
	Iteration 81Q: 3 clusters Score -7899310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -7899313.000000 Penalty: 5287.248047
	Iteration 82Q: 3 clusters Score -7899313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -7899318.500000 Penalty: 5287.248047
	Iteration 83Q: 3 clusters Score -7899318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -7899319.000000 Penalty: 5287.248047
	Iteration 84Q: 3 clusters Score -7899319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -7899317.000000 Penalty: 5287.248047
	Iteration 85Q: 3 clusters Score -7899317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -7899320.500000 Penalty: 5287.248047
	Iteration 86Q: 3 clusters Score -7899320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -7899324.000000 Penalty: 5287.248047
	Iteration 87Q: 3 clusters Score -7899324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -7899322.000000 Penalty: 5287.248047
	Iteration 88Q: 3 clusters Score -7899322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -7899326.000000 Penalty: 5287.248047
	Iteration 89Q: 3 clusters Score -7899326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7899317.500000 Penalty: 5287.248047
	Iteration 90Q: 3 clusters Score -7899318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7899317.500000 Penalty: 5287.248047
	Iteration 91F: 3 clusters Score -7899318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Entering Unmasked Estep 
Score: -7962983.500000 Penalty: 2647.281250
	Iteration 0F: 2 clusters Score -7962984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -7934097.500000 Penalty: 5294.562500
	Iteration 0F: 3 clusters Score -7934098 nChanged 19960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -7945076.500000 Penalty: 5294.562500
	Iteration 1F: 3 clusters Score -7945076 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -7945470.000000 Penalty: 5294.562500
	Iteration 2Q: 3 clusters Score -7945470 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -7945889.500000 Penalty: 5294.562500
	Iteration 3Q: 3 clusters Score -7945890 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -7946405.500000 Penalty: 5294.562500
	Iteration 4Q: 3 clusters Score -7946406 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -7946979.500000 Penalty: 5294.562500
	Iteration 5Q: 3 clusters Score -7946980 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -7947671.500000 Penalty: 5294.562500
	Iteration 6Q: 3 clusters Score -7947672 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -7948623.000000 Penalty: 5294.562500
	Iteration 7Q: 3 clusters Score -7948623 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -7949832.500000 Penalty: 5294.562500
	Iteration 8Q: 3 clusters Score -7949832 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -7951292.000000 Penalty: 5294.562500
	Iteration 9Q: 3 clusters Score -7951292 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -7952842.500000 Penalty: 5294.562500
	Iteration 10F: 3 clusters Score -7952842 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -7954404.500000 Penalty: 5294.562500
	Iteration 11Q: 3 clusters Score -7954404 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -7955719.000000 Penalty: 5294.562500
	Iteration 12Q: 3 clusters Score -7955719 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -7956740.500000 Penalty: 5294.562500
	Iteration 13Q: 3 clusters Score -7956740 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7957590.500000 Penalty: 5294.562500
	Iteration 14Q: 3 clusters Score -7957590 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7958330.500000 Penalty: 5294.562500
	Iteration 15Q: 3 clusters Score -7958330 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7958936.500000 Penalty: 5294.562500
	Iteration 16Q: 3 clusters Score -7958936 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7959412.500000 Penalty: 5294.562500
	Iteration 17Q: 3 clusters Score -7959412 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7959789.500000 Penalty: 5294.562500
	Iteration 18Q: 3 clusters Score -7959790 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7960091.500000 Penalty: 5294.562500
	Iteration 19Q: 3 clusters Score -7960092 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7960267.500000 Penalty: 5294.562500
	Iteration 20F: 3 clusters Score -7960268 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7960425.500000 Penalty: 5294.562500
	Iteration 21Q: 3 clusters Score -7960426 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7960505.000000 Penalty: 5294.562500
	Iteration 22Q: 3 clusters Score -7960505 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7960573.000000 Penalty: 5294.562500
	Iteration 23Q: 3 clusters Score -7960573 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7960608.000000 Penalty: 5294.562500
	Iteration 24Q: 3 clusters Score -7960608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7960638.000000 Penalty: 5294.562500
	Iteration 25Q: 3 clusters Score -7960638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7960662.000000 Penalty: 5294.562500
	Iteration 26Q: 3 clusters Score -7960662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7960683.000000 Penalty: 5294.562500
	Iteration 27Q: 3 clusters Score -7960683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7960694.500000 Penalty: 5294.562500
	Iteration 28Q: 3 clusters Score -7960694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7960709.500000 Penalty: 5294.562500
	Iteration 29Q: 3 clusters Score -7960710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7960710.000000 Penalty: 5294.562500
	Iteration 30Q: 3 clusters Score -7960710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7960729.000000 Penalty: 5294.562500
	Iteration 31Q: 3 clusters Score -7960729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7960741.000000 Penalty: 5294.562500
	Iteration 32Q: 3 clusters Score -7960741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7960745.500000 Penalty: 5294.562500
	Iteration 33Q: 3 clusters Score -7960746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7960748.000000 Penalty: 5294.562500
	Iteration 34Q: 3 clusters Score -7960748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7960748.500000 Penalty: 5294.562500
	Iteration 35Q: 3 clusters Score -7960748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7960750.500000 Penalty: 5294.562500
	Iteration 36Q: 3 clusters Score -7960750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7960747.000000 Penalty: 5294.562500
	Iteration 37Q: 3 clusters Score -7960747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7960745.000000 Penalty: 5294.562500
	Iteration 38Q: 3 clusters Score -7960745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7960747.000000 Penalty: 5294.562500
	Iteration 39Q: 3 clusters Score -7960747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7960747.000000 Penalty: 5294.562500
	Iteration 40F: 3 clusters Score -7960747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7960743.500000 Penalty: 5294.562500
	Iteration 41Q: 3 clusters Score -7960744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7960739.500000 Penalty: 5294.562500
	Iteration 42Q: 3 clusters Score -7960740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7960740.000000 Penalty: 5294.562500
	Iteration 43Q: 3 clusters Score -7960740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7960747.000000 Penalty: 5294.562500
	Iteration 44Q: 3 clusters Score -7960747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7960757.000000 Penalty: 5294.562500
	Iteration 45Q: 3 clusters Score -7960757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7960760.500000 Penalty: 5294.562500
	Iteration 46Q: 3 clusters Score -7960760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7960764.000000 Penalty: 5294.562500
	Iteration 47Q: 3 clusters Score -7960764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7960766.500000 Penalty: 5294.562500
	Iteration 48Q: 3 clusters Score -7960766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7960769.500000 Penalty: 5294.562500
	Iteration 49Q: 3 clusters Score -7960770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7960771.500000 Penalty: 5294.562500
	Iteration 50Q: 3 clusters Score -7960772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7960769.500000 Penalty: 5294.562500
	Iteration 51Q: 3 clusters Score -7960770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7960770.000000 Penalty: 5294.562500
	Iteration 52Q: 3 clusters Score -7960770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7960772.500000 Penalty: 5294.562500
	Iteration 53Q: 3 clusters Score -7960772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7960772.500000 Penalty: 5294.562500
	Iteration 54F: 3 clusters Score -7960772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -75084.085938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -75084.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73587.226562 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -73587.23 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -73922.242188 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -73922.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74026.039062 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -74026.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74081.320312 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -74081.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74143.484375 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -74143.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74176.406250 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -74176.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74201.500000 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -74201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74218.921875 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -74218.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74231.960938 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -74231.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74239.789062 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -74239.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74240.960938 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -74240.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74246.000000 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -74246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74247.843750 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -74247.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74249.718750 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -74249.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74249.718750 Penalty: 3122.451904
	Iteration 14F: 3 clusters Score -74249.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -230690.703125 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -230690.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -228663.531250 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -228663.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -229407.812500 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -229407.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -229905.734375 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -229905.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -230376.609375 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -230376.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -230642.140625 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -230642.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -230796.890625 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -230796.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -230872.171875 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -230872.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -230911.125000 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -230911.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -230943.046875 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -230943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -230952.046875 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -230952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -230955.390625 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -230955.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -230961.921875 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -230961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -230974.015625 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -230974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -231004.484375 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -231004.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -231046.531250 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -231046.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -231103.687500 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -231103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -231199.531250 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -231199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -231290.593750 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -231290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -231344.093750 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -231344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -231345.328125 Penalty: 3566.575439
	Iteration 19Q: 3 clusters Score -231345.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -231345.328125 Penalty: 3566.575439
	Iteration 20F: 3 clusters Score -231345.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49687 members 
Mstep: Class 4 contains 50654 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42607 members 
Mstep: Class 7 contains 43240 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 46676 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30310 members 
Mstep: Class 13 contains 42586 members 
Mstep: Class 14 contains 42944 members 
Mstep: Class 15 contains 45631 members 
Mstep: Class 16 contains 44651 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46337 members 
Mstep: Class 19 contains 45174 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Mstep: Class 23 contains 1098 members 
Entering Unmasked Estep 
Score: -106689736.000000 Penalty: 75744.453125
Splitting cluster 9 changes total score from -106690736.000000 to -106689736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Entering Unmasked Estep 
Score: -8800401.000000 Penalty: 2666.244385
	Iteration 0F: 2 clusters Score -8800401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -8771528.000000 Penalty: 5332.488770
	Iteration 0F: 3 clusters Score -8771528 nChanged 21378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -8783324.000000 Penalty: 5332.488770
	Iteration 1F: 3 clusters Score -8783324 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -8783860.000000 Penalty: 5332.488770
	Iteration 2Q: 3 clusters Score -8783860 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -8784397.000000 Penalty: 5332.488770
	Iteration 3Q: 3 clusters Score -8784397 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -8784981.000000 Penalty: 5332.488770
	Iteration 4Q: 3 clusters Score -8784981 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -8785685.000000 Penalty: 5332.488770
	Iteration 5Q: 3 clusters Score -8785685 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -8786565.000000 Penalty: 5332.488770
	Iteration 6Q: 3 clusters Score -8786565 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -8787637.000000 Penalty: 5332.488770
	Iteration 7Q: 3 clusters Score -8787637 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -8789088.000000 Penalty: 5332.488770
	Iteration 8F: 3 clusters Score -8789088 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -8790652.000000 Penalty: 5332.488770
	Iteration 9F: 3 clusters Score -8790652 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -8792129.000000 Penalty: 5332.488770
	Iteration 10F: 3 clusters Score -8792129 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -8793197.000000 Penalty: 5332.488770
	Iteration 11Q: 3 clusters Score -8793197 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -8793929.000000 Penalty: 5332.488770
	Iteration 12Q: 3 clusters Score -8793929 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -8794273.000000 Penalty: 5332.488770
	Iteration 13Q: 3 clusters Score -8794273 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -8794453.000000 Penalty: 5332.488770
	Iteration 14Q: 3 clusters Score -8794453 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -8794599.000000 Penalty: 5332.488770
	Iteration 15Q: 3 clusters Score -8794599 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -8794694.000000 Penalty: 5332.488770
	Iteration 16Q: 3 clusters Score -8794694 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -8794749.000000 Penalty: 5332.488770
	Iteration 17Q: 3 clusters Score -8794749 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -8794847.000000 Penalty: 5332.488770
	Iteration 18Q: 3 clusters Score -8794847 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -8794877.000000 Penalty: 5332.488770
	Iteration 19Q: 3 clusters Score -8794877 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -8794937.000000 Penalty: 5332.488770
	Iteration 20F: 3 clusters Score -8794937 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -8794988.000000 Penalty: 5332.488770
	Iteration 21Q: 3 clusters Score -8794988 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -8795021.000000 Penalty: 5332.488770
	Iteration 22Q: 3 clusters Score -8795021 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -8795053.000000 Penalty: 5332.488770
	Iteration 23Q: 3 clusters Score -8795053 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -8795077.000000 Penalty: 5332.488770
	Iteration 24Q: 3 clusters Score -8795077 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -8795079.000000 Penalty: 5332.488770
	Iteration 25Q: 3 clusters Score -8795079 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -8795076.000000 Penalty: 5332.488770
	Iteration 26Q: 3 clusters Score -8795076 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -8795109.000000 Penalty: 5332.488770
	Iteration 27Q: 3 clusters Score -8795109 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -8795115.000000 Penalty: 5332.488770
	Iteration 28Q: 3 clusters Score -8795115 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -8795156.000000 Penalty: 5332.488770
	Iteration 29Q: 3 clusters Score -8795156 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -8795211.000000 Penalty: 5332.488770
	Iteration 30Q: 3 clusters Score -8795211 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -8795222.000000 Penalty: 5332.488770
	Iteration 31Q: 3 clusters Score -8795222 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -8795239.000000 Penalty: 5332.488770
	Iteration 32Q: 3 clusters Score -8795239 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -8795255.000000 Penalty: 5332.488770
	Iteration 33Q: 3 clusters Score -8795255 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -8795292.000000 Penalty: 5332.488770
	Iteration 34Q: 3 clusters Score -8795292 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -8795301.000000 Penalty: 5332.488770
	Iteration 35Q: 3 clusters Score -8795301 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -8795333.000000 Penalty: 5332.488770
	Iteration 36Q: 3 clusters Score -8795333 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -8795346.000000 Penalty: 5332.488770
	Iteration 37Q: 3 clusters Score -8795346 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -8795355.000000 Penalty: 5332.488770
	Iteration 38Q: 3 clusters Score -8795355 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8795369.000000 Penalty: 5332.488770
	Iteration 39Q: 3 clusters Score -8795369 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -8795402.000000 Penalty: 5332.488770
	Iteration 40F: 3 clusters Score -8795402 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -8795402.000000 Penalty: 5332.488770
	Iteration 41Q: 3 clusters Score -8795402 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -8795404.000000 Penalty: 5332.488770
	Iteration 42Q: 3 clusters Score -8795404 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -8795424.000000 Penalty: 5332.488770
	Iteration 43Q: 3 clusters Score -8795424 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -8795445.000000 Penalty: 5332.488770
	Iteration 44Q: 3 clusters Score -8795445 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -8795470.000000 Penalty: 5332.488770
	Iteration 45Q: 3 clusters Score -8795470 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -8795542.000000 Penalty: 5332.488770
	Iteration 46Q: 3 clusters Score -8795542 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -8795553.000000 Penalty: 5332.488770
	Iteration 47Q: 3 clusters Score -8795553 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -8795611.000000 Penalty: 5332.488770
	Iteration 48Q: 3 clusters Score -8795611 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -8795726.000000 Penalty: 5332.488770
	Iteration 49Q: 3 clusters Score -8795726 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -8795905.000000 Penalty: 5332.488770
	Iteration 50Q: 3 clusters Score -8795905 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -8796011.000000 Penalty: 5332.488770
	Iteration 51Q: 3 clusters Score -8796011 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -8796227.000000 Penalty: 5332.488770
	Iteration 52Q: 3 clusters Score -8796227 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -8796433.000000 Penalty: 5332.488770
	Iteration 53Q: 3 clusters Score -8796433 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -8796649.000000 Penalty: 5332.488770
	Iteration 54Q: 3 clusters Score -8796649 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -8796902.000000 Penalty: 5332.488770
	Iteration 55Q: 3 clusters Score -8796902 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -8797146.000000 Penalty: 5332.488770
	Iteration 56Q: 3 clusters Score -8797146 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -8797278.000000 Penalty: 5332.488770
	Iteration 57Q: 3 clusters Score -8797278 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -8797510.000000 Penalty: 5332.488770
	Iteration 58Q: 3 clusters Score -8797510 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8797692.000000 Penalty: 5332.488770
	Iteration 59Q: 3 clusters Score -8797692 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -8798159.000000 Penalty: 5332.488770
	Iteration 60F: 3 clusters Score -8798159 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -8798304.000000 Penalty: 5332.488770
	Iteration 61Q: 3 clusters Score -8798304 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8798502.000000 Penalty: 5332.488770
	Iteration 62Q: 3 clusters Score -8798502 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8798670.000000 Penalty: 5332.488770
	Iteration 63Q: 3 clusters Score -8798670 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8798666.000000 Penalty: 5332.488770
	Iteration 64Q: 3 clusters Score -8798666 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8798663.000000 Penalty: 5332.488770
	Iteration 65Q: 3 clusters Score -8798663 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8798655.000000 Penalty: 5332.488770
	Iteration 66Q: 3 clusters Score -8798655 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8798656.000000 Penalty: 5332.488770
	Iteration 67Q: 3 clusters Score -8798656 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8798630.000000 Penalty: 5332.488770
	Iteration 68Q: 3 clusters Score -8798630 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8798630.000000 Penalty: 5332.488770
	Iteration 69Q: 3 clusters Score -8798630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8798627.000000 Penalty: 5332.488770
	Iteration 70Q: 3 clusters Score -8798627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8798638.000000 Penalty: 5332.488770
	Iteration 71Q: 3 clusters Score -8798638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8798625.000000 Penalty: 5332.488770
	Iteration 72Q: 3 clusters Score -8798625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8798626.000000 Penalty: 5332.488770
	Iteration 73Q: 3 clusters Score -8798626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8798619.000000 Penalty: 5332.488770
	Iteration 74Q: 3 clusters Score -8798619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8798613.000000 Penalty: 5332.488770
	Iteration 75Q: 3 clusters Score -8798613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8798601.000000 Penalty: 5332.488770
	Iteration 76Q: 3 clusters Score -8798601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8798598.000000 Penalty: 5332.488770
	Iteration 77Q: 3 clusters Score -8798598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8798614.000000 Penalty: 5332.488770
	Iteration 78Q: 3 clusters Score -8798614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8798615.000000 Penalty: 5332.488770
	Iteration 79Q: 3 clusters Score -8798615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8798609.000000 Penalty: 5332.488770
	Iteration 80F: 3 clusters Score -8798609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8798588.000000 Penalty: 5332.488770
	Iteration 81Q: 3 clusters Score -8798588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8798592.000000 Penalty: 5332.488770
	Iteration 82Q: 3 clusters Score -8798592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8798592.000000 Penalty: 5332.488770
	Iteration 83Q: 3 clusters Score -8798592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8798589.000000 Penalty: 5332.488770
	Iteration 84Q: 3 clusters Score -8798589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8798586.000000 Penalty: 5332.488770
	Iteration 85Q: 3 clusters Score -8798586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8798588.000000 Penalty: 5332.488770
	Iteration 86Q: 3 clusters Score -8798588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8798586.000000 Penalty: 5332.488770
	Iteration 87Q: 3 clusters Score -8798586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8798587.000000 Penalty: 5332.488770
	Iteration 88Q: 3 clusters Score -8798587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8798585.000000 Penalty: 5332.488770
	Iteration 89Q: 3 clusters Score -8798585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8798588.000000 Penalty: 5332.488770
	Iteration 90Q: 3 clusters Score -8798588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8798583.000000 Penalty: 5332.488770
	Iteration 91Q: 3 clusters Score -8798583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8798585.000000 Penalty: 5332.488770
	Iteration 92Q: 3 clusters Score -8798585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8798592.000000 Penalty: 5332.488770
	Iteration 93Q: 3 clusters Score -8798592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8798592.000000 Penalty: 5332.488770
	Iteration 94Q: 3 clusters Score -8798592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8798593.000000 Penalty: 5332.488770
	Iteration 95Q: 3 clusters Score -8798593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8798594.000000 Penalty: 5332.488770
	Iteration 96Q: 3 clusters Score -8798594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8798594.000000 Penalty: 5332.488770
	Iteration 97F: 3 clusters Score -8798594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -49571.371094 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -49571.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48144.082031 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -48144.08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48421.015625 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -48421.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48554.863281 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -48554.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48630.031250 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -48630.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48694.738281 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -48694.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48752.015625 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -48752.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48825.531250 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -48825.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48917.441406 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -48917.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48955.097656 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -48955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48971.023438 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -48971.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48995.289062 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -48995.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48997.734375 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -48997.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49005.273438 Penalty: 3055.958740
	Iteration 12Q: 3 clusters Score -49005.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49012.402344 Penalty: 3055.958740
	Iteration 13Q: 3 clusters Score -49012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49019.355469 Penalty: 3055.958740
	Iteration 14Q: 3 clusters Score -49019.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49025.500000 Penalty: 3055.958740
	Iteration 15Q: 3 clusters Score -49025.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49026.804688 Penalty: 3055.958740
	Iteration 16Q: 3 clusters Score -49026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49033.902344 Penalty: 3055.958740
	Iteration 17F: 3 clusters Score -49033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49101.632812 Penalty: 3055.958740
	Iteration 18Q: 3 clusters Score -49101.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49168.664062 Penalty: 3055.958740
	Iteration 19Q: 3 clusters Score -49168.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49215.207031 Penalty: 3055.958740
	Iteration 20F: 3 clusters Score -49215.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49223.457031 Penalty: 3055.958740
	Iteration 21Q: 3 clusters Score -49223.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49226.750000 Penalty: 3055.958740
	Iteration 22Q: 3 clusters Score -49226.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49226.750000 Penalty: 3055.958740
	Iteration 23F: 3 clusters Score -49226.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Entering Unmasked Estep 
Score: -5464003.500000 Penalty: 2559.169678
	Iteration 0F: 2 clusters Score -5464004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -5443270.000000 Penalty: 5118.339355
	Iteration 0F: 3 clusters Score -5443270 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -5450677.500000 Penalty: 5118.339355
	Iteration 1F: 3 clusters Score -5450678 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -5451073.500000 Penalty: 5118.339355
	Iteration 2Q: 3 clusters Score -5451074 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -5451372.500000 Penalty: 5118.339355
	Iteration 3Q: 3 clusters Score -5451372 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -5451643.500000 Penalty: 5118.339355
	Iteration 4Q: 3 clusters Score -5451644 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -5451955.500000 Penalty: 5118.339355
	Iteration 5Q: 3 clusters Score -5451956 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -5452300.000000 Penalty: 5118.339355
	Iteration 6Q: 3 clusters Score -5452300 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -5452698.500000 Penalty: 5118.339355
	Iteration 7Q: 3 clusters Score -5452698 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -5453186.000000 Penalty: 5118.339355
	Iteration 8Q: 3 clusters Score -5453186 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -5453779.500000 Penalty: 5118.339355
	Iteration 9Q: 3 clusters Score -5453780 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -5454476.000000 Penalty: 5118.339355
	Iteration 10Q: 3 clusters Score -5454476 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -5455242.000000 Penalty: 5118.339355
	Iteration 11Q: 3 clusters Score -5455242 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5456112.500000 Penalty: 5118.339355
	Iteration 12F: 3 clusters Score -5456112 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5457043.000000 Penalty: 5118.339355
	Iteration 13F: 3 clusters Score -5457043 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -5457844.500000 Penalty: 5118.339355
	Iteration 14Q: 3 clusters Score -5457844 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -5458490.000000 Penalty: 5118.339355
	Iteration 15Q: 3 clusters Score -5458490 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -5459016.500000 Penalty: 5118.339355
	Iteration 16Q: 3 clusters Score -5459016 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5459513.500000 Penalty: 5118.339355
	Iteration 17Q: 3 clusters Score -5459514 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -5460094.000000 Penalty: 5118.339355
	Iteration 18Q: 3 clusters Score -5460094 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -5460695.000000 Penalty: 5118.339355
	Iteration 19Q: 3 clusters Score -5460695 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -5461307.000000 Penalty: 5118.339355
	Iteration 20F: 3 clusters Score -5461307 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -5461777.500000 Penalty: 5118.339355
	Iteration 21Q: 3 clusters Score -5461778 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -5461996.000000 Penalty: 5118.339355
	Iteration 22Q: 3 clusters Score -5461996 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -5462082.500000 Penalty: 5118.339355
	Iteration 23Q: 3 clusters Score -5462082 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -5462147.000000 Penalty: 5118.339355
	Iteration 24Q: 3 clusters Score -5462147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -5462159.000000 Penalty: 5118.339355
	Iteration 25Q: 3 clusters Score -5462159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -5462164.000000 Penalty: 5118.339355
	Iteration 26Q: 3 clusters Score -5462164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -5462173.500000 Penalty: 5118.339355
	Iteration 27Q: 3 clusters Score -5462174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -5462178.500000 Penalty: 5118.339355
	Iteration 28Q: 3 clusters Score -5462178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5462177.500000 Penalty: 5118.339355
	Iteration 29Q: 3 clusters Score -5462178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -5462181.000000 Penalty: 5118.339355
	Iteration 30Q: 3 clusters Score -5462181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -5462183.000000 Penalty: 5118.339355
	Iteration 31Q: 3 clusters Score -5462183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -5462188.500000 Penalty: 5118.339355
	Iteration 32Q: 3 clusters Score -5462188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -5462185.500000 Penalty: 5118.339355
	Iteration 33Q: 3 clusters Score -5462186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -5462185.500000 Penalty: 5118.339355
	Iteration 34Q: 3 clusters Score -5462186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -5462190.000000 Penalty: 5118.339355
	Iteration 35Q: 3 clusters Score -5462190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5462190.500000 Penalty: 5118.339355
	Iteration 36Q: 3 clusters Score -5462190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5462190.500000 Penalty: 5118.339355
	Iteration 37F: 3 clusters Score -5462190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Entering Unmasked Estep 
Score: -7927592.000000 Penalty: 2643.501709
	Iteration 0F: 2 clusters Score -7927592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -7898987.000000 Penalty: 5287.003418
	Iteration 0F: 3 clusters Score -7898987 nChanged 19512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -7909577.000000 Penalty: 5287.003418
	Iteration 1F: 3 clusters Score -7909577 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -7910025.000000 Penalty: 5287.003418
	Iteration 2Q: 3 clusters Score -7910025 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -7910471.000000 Penalty: 5287.003418
	Iteration 3Q: 3 clusters Score -7910471 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -7910778.000000 Penalty: 5287.003418
	Iteration 4Q: 3 clusters Score -7910778 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -7911046.000000 Penalty: 5287.003418
	Iteration 5Q: 3 clusters Score -7911046 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -7911368.500000 Penalty: 5287.003418
	Iteration 6Q: 3 clusters Score -7911368 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -7911645.000000 Penalty: 5287.003418
	Iteration 7Q: 3 clusters Score -7911645 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -7912055.500000 Penalty: 5287.003418
	Iteration 8Q: 3 clusters Score -7912056 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -7912584.500000 Penalty: 5287.003418
	Iteration 9Q: 3 clusters Score -7912584 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -7913252.000000 Penalty: 5287.003418
	Iteration 10Q: 3 clusters Score -7913252 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -7914279.500000 Penalty: 5287.003418
	Iteration 11Q: 3 clusters Score -7914280 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -7915828.500000 Penalty: 5287.003418
	Iteration 12F: 3 clusters Score -7915828 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -7917687.000000 Penalty: 5287.003418
	Iteration 13F: 3 clusters Score -7917687 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -7919433.000000 Penalty: 5287.003418
	Iteration 14Q: 3 clusters Score -7919433 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -7920708.000000 Penalty: 5287.003418
	Iteration 15Q: 3 clusters Score -7920708 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -7921588.500000 Penalty: 5287.003418
	Iteration 16Q: 3 clusters Score -7921588 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -7922184.000000 Penalty: 5287.003418
	Iteration 17Q: 3 clusters Score -7922184 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -7922655.000000 Penalty: 5287.003418
	Iteration 18Q: 3 clusters Score -7922655 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -7923053.000000 Penalty: 5287.003418
	Iteration 19Q: 3 clusters Score -7923053 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -7923363.500000 Penalty: 5287.003418
	Iteration 20F: 3 clusters Score -7923364 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -7923682.000000 Penalty: 5287.003418
	Iteration 21Q: 3 clusters Score -7923682 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -7923947.000000 Penalty: 5287.003418
	Iteration 22Q: 3 clusters Score -7923947 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -7924183.000000 Penalty: 5287.003418
	Iteration 23Q: 3 clusters Score -7924183 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -7924414.500000 Penalty: 5287.003418
	Iteration 24Q: 3 clusters Score -7924414 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -7924672.000000 Penalty: 5287.003418
	Iteration 25Q: 3 clusters Score -7924672 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -7924867.000000 Penalty: 5287.003418
	Iteration 26Q: 3 clusters Score -7924867 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -7925000.500000 Penalty: 5287.003418
	Iteration 27Q: 3 clusters Score -7925000 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -7925086.500000 Penalty: 5287.003418
	Iteration 28Q: 3 clusters Score -7925086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -7925147.000000 Penalty: 5287.003418
	Iteration 29Q: 3 clusters Score -7925147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -7925183.000000 Penalty: 5287.003418
	Iteration 30Q: 3 clusters Score -7925183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -7925207.500000 Penalty: 5287.003418
	Iteration 31Q: 3 clusters Score -7925208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -7925225.000000 Penalty: 5287.003418
	Iteration 32Q: 3 clusters Score -7925225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -7925235.500000 Penalty: 5287.003418
	Iteration 33Q: 3 clusters Score -7925236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -7925240.000000 Penalty: 5287.003418
	Iteration 34Q: 3 clusters Score -7925240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -7925243.500000 Penalty: 5287.003418
	Iteration 35Q: 3 clusters Score -7925244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -7925250.000000 Penalty: 5287.003418
	Iteration 36Q: 3 clusters Score -7925250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -7925255.000000 Penalty: 5287.003418
	Iteration 37Q: 3 clusters Score -7925255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -7925269.000000 Penalty: 5287.003418
	Iteration 38Q: 3 clusters Score -7925269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -7925271.500000 Penalty: 5287.003418
	Iteration 39Q: 3 clusters Score -7925272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -7925283.500000 Penalty: 5287.003418
	Iteration 40F: 3 clusters Score -7925284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -7925282.000000 Penalty: 5287.003418
	Iteration 41Q: 3 clusters Score -7925282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -7925285.000000 Penalty: 5287.003418
	Iteration 42Q: 3 clusters Score -7925285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -7925285.000000 Penalty: 5287.003418
	Iteration 43Q: 3 clusters Score -7925285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -7925280.000000 Penalty: 5287.003418
	Iteration 44Q: 3 clusters Score -7925280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -7925286.000000 Penalty: 5287.003418
	Iteration 45Q: 3 clusters Score -7925286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -7925286.000000 Penalty: 5287.003418
	Iteration 46F: 3 clusters Score -7925286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Entering Unmasked Estep 
Score: -7977620.000000 Penalty: 2645.577637
	Iteration 0F: 2 clusters Score -7977620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -7949063.000000 Penalty: 5291.155273
	Iteration 0F: 3 clusters Score -7949063 nChanged 19769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -7960036.500000 Penalty: 5291.155273
	Iteration 1F: 3 clusters Score -7960036 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -7961077.000000 Penalty: 5291.155273
	Iteration 2Q: 3 clusters Score -7961077 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -7962373.000000 Penalty: 5291.155273
	Iteration 3F: 3 clusters Score -7962373 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -7964364.000000 Penalty: 5291.155273
	Iteration 4F: 3 clusters Score -7964364 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -7966945.000000 Penalty: 5291.155273
	Iteration 5F: 3 clusters Score -7966945 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -7970223.000000 Penalty: 5291.155273
	Iteration 6F: 3 clusters Score -7970223 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -7973312.000000 Penalty: 5291.155273
	Iteration 7F: 3 clusters Score -7973312 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -7975131.000000 Penalty: 5291.155273
	Iteration 8F: 3 clusters Score -7975131 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -7975626.000000 Penalty: 5291.155273
	Iteration 9Q: 3 clusters Score -7975626 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -7975805.000000 Penalty: 5291.155273
	Iteration 10Q: 3 clusters Score -7975805 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -7975936.000000 Penalty: 5291.155273
	Iteration 11Q: 3 clusters Score -7975936 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -7976008.500000 Penalty: 5291.155273
	Iteration 12Q: 3 clusters Score -7976008 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -7976055.000000 Penalty: 5291.155273
	Iteration 13Q: 3 clusters Score -7976055 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -7976104.500000 Penalty: 5291.155273
	Iteration 14Q: 3 clusters Score -7976104 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -7976096.500000 Penalty: 5291.155273
	Iteration 15Q: 3 clusters Score -7976096 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -7976122.000000 Penalty: 5291.155273
	Iteration 16Q: 3 clusters Score -7976122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -7976120.500000 Penalty: 5291.155273
	Iteration 17Q: 3 clusters Score -7976120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -7976138.500000 Penalty: 5291.155273
	Iteration 18Q: 3 clusters Score -7976138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -7976152.000000 Penalty: 5291.155273
	Iteration 19Q: 3 clusters Score -7976152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -7976167.500000 Penalty: 5291.155273
	Iteration 20F: 3 clusters Score -7976168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -7976167.000000 Penalty: 5291.155273
	Iteration 21Q: 3 clusters Score -7976167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -7976160.000000 Penalty: 5291.155273
	Iteration 22Q: 3 clusters Score -7976160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -7976166.500000 Penalty: 5291.155273
	Iteration 23Q: 3 clusters Score -7976166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -7976170.000000 Penalty: 5291.155273
	Iteration 24Q: 3 clusters Score -7976170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -7976171.500000 Penalty: 5291.155273
	Iteration 25Q: 3 clusters Score -7976172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -7976169.500000 Penalty: 5291.155273
	Iteration 26Q: 3 clusters Score -7976170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -7976169.000000 Penalty: 5291.155273
	Iteration 27Q: 3 clusters Score -7976169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -7976163.500000 Penalty: 5291.155273
	Iteration 28Q: 3 clusters Score -7976164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -7976170.500000 Penalty: 5291.155273
	Iteration 29Q: 3 clusters Score -7976170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -7976164.000000 Penalty: 5291.155273
	Iteration 30Q: 3 clusters Score -7976164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -7976161.000000 Penalty: 5291.155273
	Iteration 31Q: 3 clusters Score -7976161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -7976174.500000 Penalty: 5291.155273
	Iteration 32Q: 3 clusters Score -7976174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -7976172.000000 Penalty: 5291.155273
	Iteration 33Q: 3 clusters Score -7976172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -7976179.500000 Penalty: 5291.155273
	Iteration 34Q: 3 clusters Score -7976180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -7976179.500000 Penalty: 5291.155273
	Iteration 35Q: 3 clusters Score -7976180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -7976183.000000 Penalty: 5291.155273
	Iteration 36Q: 3 clusters Score -7976183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -7976180.000000 Penalty: 5291.155273
	Iteration 37Q: 3 clusters Score -7976180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -7976177.500000 Penalty: 5291.155273
	Iteration 38Q: 3 clusters Score -7976178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -7976189.500000 Penalty: 5291.155273
	Iteration 39Q: 3 clusters Score -7976190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -7976192.000000 Penalty: 5291.155273
	Iteration 40F: 3 clusters Score -7976192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -7976189.000000 Penalty: 5291.155273
	Iteration 41Q: 3 clusters Score -7976189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -7976185.000000 Penalty: 5291.155273
	Iteration 42Q: 3 clusters Score -7976185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -7976192.500000 Penalty: 5291.155273
	Iteration 43Q: 3 clusters Score -7976192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -7976185.000000 Penalty: 5291.155273
	Iteration 44Q: 3 clusters Score -7976185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -7976188.500000 Penalty: 5291.155273
	Iteration 45Q: 3 clusters Score -7976188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -7976190.000000 Penalty: 5291.155273
	Iteration 46Q: 3 clusters Score -7976190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -7976193.000000 Penalty: 5291.155273
	Iteration 47Q: 3 clusters Score -7976193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -7976193.000000 Penalty: 5291.155273
	Iteration 48F: 3 clusters Score -7976193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Entering Unmasked Estep 
Score: -8547806.000000 Penalty: 2660.629150
	Iteration 0F: 2 clusters Score -8547806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -8518164.000000 Penalty: 5321.258301
	Iteration 0F: 3 clusters Score -8518164 nChanged 21110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -8529842.000000 Penalty: 5321.258301
	Iteration 1F: 3 clusters Score -8529842 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -8530393.000000 Penalty: 5321.258301
	Iteration 2Q: 3 clusters Score -8530393 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -8530967.000000 Penalty: 5321.258301
	Iteration 3Q: 3 clusters Score -8530967 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -8531582.000000 Penalty: 5321.258301
	Iteration 4Q: 3 clusters Score -8531582 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -8532245.000000 Penalty: 5321.258301
	Iteration 5Q: 3 clusters Score -8532245 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -8533123.000000 Penalty: 5321.258301
	Iteration 6Q: 3 clusters Score -8533123 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -8534285.000000 Penalty: 5321.258301
	Iteration 7F: 3 clusters Score -8534285 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -8535816.000000 Penalty: 5321.258301
	Iteration 8F: 3 clusters Score -8535816 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -8537893.000000 Penalty: 5321.258301
	Iteration 9F: 3 clusters Score -8537893 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -8540196.000000 Penalty: 5321.258301
	Iteration 10F: 3 clusters Score -8540196 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8542461.000000 Penalty: 5321.258301
	Iteration 11F: 3 clusters Score -8542461 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8544135.000000 Penalty: 5321.258301
	Iteration 12Q: 3 clusters Score -8544135 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8544947.000000 Penalty: 5321.258301
	Iteration 13Q: 3 clusters Score -8544947 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8545283.000000 Penalty: 5321.258301
	Iteration 14Q: 3 clusters Score -8545283 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8545410.000000 Penalty: 5321.258301
	Iteration 15Q: 3 clusters Score -8545410 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8545492.000000 Penalty: 5321.258301
	Iteration 16Q: 3 clusters Score -8545492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8545542.000000 Penalty: 5321.258301
	Iteration 17Q: 3 clusters Score -8545542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8545553.000000 Penalty: 5321.258301
	Iteration 18Q: 3 clusters Score -8545553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8545560.000000 Penalty: 5321.258301
	Iteration 19Q: 3 clusters Score -8545560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8545570.000000 Penalty: 5321.258301
	Iteration 20F: 3 clusters Score -8545570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8545583.000000 Penalty: 5321.258301
	Iteration 21Q: 3 clusters Score -8545583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8545581.000000 Penalty: 5321.258301
	Iteration 22Q: 3 clusters Score -8545581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8545578.000000 Penalty: 5321.258301
	Iteration 23Q: 3 clusters Score -8545578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8545578.000000 Penalty: 5321.258301
	Iteration 24Q: 3 clusters Score -8545578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8545576.000000 Penalty: 5321.258301
	Iteration 25Q: 3 clusters Score -8545576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8545576.000000 Penalty: 5321.258301
	Iteration 26F: 3 clusters Score -8545576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Entering Unmasked Estep 
Score: -8214389.000000 Penalty: 2655.244629
	Iteration 0F: 2 clusters Score -8214389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -8184576.500000 Penalty: 5310.489258
	Iteration 0F: 3 clusters Score -8184576 nChanged 20619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -8195977.500000 Penalty: 5310.489258
	Iteration 1F: 3 clusters Score -8195978 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -8196390.000000 Penalty: 5310.489258
	Iteration 2Q: 3 clusters Score -8196390 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -8196846.500000 Penalty: 5310.489258
	Iteration 3Q: 3 clusters Score -8196846 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -8197257.500000 Penalty: 5310.489258
	Iteration 4Q: 3 clusters Score -8197258 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -8197768.000000 Penalty: 5310.489258
	Iteration 5Q: 3 clusters Score -8197768 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -8198454.000000 Penalty: 5310.489258
	Iteration 6Q: 3 clusters Score -8198454 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -8199652.000000 Penalty: 5310.489258
	Iteration 7Q: 3 clusters Score -8199652 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -8201351.000000 Penalty: 5310.489258
	Iteration 8F: 3 clusters Score -8201351 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -8203675.000000 Penalty: 5310.489258
	Iteration 9F: 3 clusters Score -8203675 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -8206104.500000 Penalty: 5310.489258
	Iteration 10F: 3 clusters Score -8206104 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -8208287.500000 Penalty: 5310.489258
	Iteration 11F: 3 clusters Score -8208288 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -8209795.500000 Penalty: 5310.489258
	Iteration 12Q: 3 clusters Score -8209796 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -8210905.000000 Penalty: 5310.489258
	Iteration 13Q: 3 clusters Score -8210905 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -8211737.500000 Penalty: 5310.489258
	Iteration 14Q: 3 clusters Score -8211738 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -8212179.000000 Penalty: 5310.489258
	Iteration 15Q: 3 clusters Score -8212179 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -8212418.000000 Penalty: 5310.489258
	Iteration 16Q: 3 clusters Score -8212418 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -8212541.000000 Penalty: 5310.489258
	Iteration 17Q: 3 clusters Score -8212541 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -8212615.000000 Penalty: 5310.489258
	Iteration 18Q: 3 clusters Score -8212615 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -8212654.500000 Penalty: 5310.489258
	Iteration 19Q: 3 clusters Score -8212654 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -8212698.000000 Penalty: 5310.489258
	Iteration 20F: 3 clusters Score -8212698 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -8212691.500000 Penalty: 5310.489258
	Iteration 21Q: 3 clusters Score -8212692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -8212703.500000 Penalty: 5310.489258
	Iteration 22Q: 3 clusters Score -8212704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -8212714.500000 Penalty: 5310.489258
	Iteration 23Q: 3 clusters Score -8212714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -8212739.500000 Penalty: 5310.489258
	Iteration 24Q: 3 clusters Score -8212740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -8212735.500000 Penalty: 5310.489258
	Iteration 25Q: 3 clusters Score -8212736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -8212726.500000 Penalty: 5310.489258
	Iteration 26Q: 3 clusters Score -8212726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -8212738.000000 Penalty: 5310.489258
	Iteration 27Q: 3 clusters Score -8212738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -8212732.500000 Penalty: 5310.489258
	Iteration 28Q: 3 clusters Score -8212732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -8212740.500000 Penalty: 5310.489258
	Iteration 29Q: 3 clusters Score -8212740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8212748.500000 Penalty: 5310.489258
	Iteration 30Q: 3 clusters Score -8212748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -8212749.000000 Penalty: 5310.489258
	Iteration 31Q: 3 clusters Score -8212749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -8212732.000000 Penalty: 5310.489258
	Iteration 32Q: 3 clusters Score -8212732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -8212737.000000 Penalty: 5310.489258
	Iteration 33Q: 3 clusters Score -8212737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -8212736.500000 Penalty: 5310.489258
	Iteration 34Q: 3 clusters Score -8212736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -8212745.000000 Penalty: 5310.489258
	Iteration 35Q: 3 clusters Score -8212745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -8212752.000000 Penalty: 5310.489258
	Iteration 36Q: 3 clusters Score -8212752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -8212750.500000 Penalty: 5310.489258
	Iteration 37Q: 3 clusters Score -8212750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -8212754.500000 Penalty: 5310.489258
	Iteration 38Q: 3 clusters Score -8212754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -8212750.500000 Penalty: 5310.489258
	Iteration 39Q: 3 clusters Score -8212750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -8212750.500000 Penalty: 5310.489258
	Iteration 40F: 3 clusters Score -8212750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -8212748.500000 Penalty: 5310.489258
	Iteration 41Q: 3 clusters Score -8212748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -8212747.000000 Penalty: 5310.489258
	Iteration 42Q: 3 clusters Score -8212747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -8212749.000000 Penalty: 5310.489258
	Iteration 43Q: 3 clusters Score -8212749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -8212758.000000 Penalty: 5310.489258
	Iteration 44Q: 3 clusters Score -8212758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -8212766.000000 Penalty: 5310.489258
	Iteration 45Q: 3 clusters Score -8212766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -8212769.500000 Penalty: 5310.489258
	Iteration 46Q: 3 clusters Score -8212770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8212763.500000 Penalty: 5310.489258
	Iteration 47Q: 3 clusters Score -8212764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -8212769.500000 Penalty: 5310.489258
	Iteration 48Q: 3 clusters Score -8212770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -8212768.000000 Penalty: 5310.489258
	Iteration 49Q: 3 clusters Score -8212768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -8212772.500000 Penalty: 5310.489258
	Iteration 50Q: 3 clusters Score -8212772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -8212762.500000 Penalty: 5310.489258
	Iteration 51Q: 3 clusters Score -8212762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -8212761.500000 Penalty: 5310.489258
	Iteration 52Q: 3 clusters Score -8212762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -8212765.000000 Penalty: 5310.489258
	Iteration 53Q: 3 clusters Score -8212765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -8212763.500000 Penalty: 5310.489258
	Iteration 54Q: 3 clusters Score -8212764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -8212757.000000 Penalty: 5310.489258
	Iteration 55Q: 3 clusters Score -8212757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -8212758.500000 Penalty: 5310.489258
	Iteration 56Q: 3 clusters Score -8212758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -8212759.500000 Penalty: 5310.489258
	Iteration 57Q: 3 clusters Score -8212760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -8212756.000000 Penalty: 5310.489258
	Iteration 58Q: 3 clusters Score -8212756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -8212761.500000 Penalty: 5310.489258
	Iteration 59Q: 3 clusters Score -8212762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -8212759.500000 Penalty: 5310.489258
	Iteration 60F: 3 clusters Score -8212760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -8212756.500000 Penalty: 5310.489258
	Iteration 61Q: 3 clusters Score -8212756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -8212758.000000 Penalty: 5310.489258
	Iteration 62Q: 3 clusters Score -8212758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -8212758.000000 Penalty: 5310.489258
	Iteration 63F: 3 clusters Score -8212758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -77680.875000 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -77680.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76158.421875 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -76158.42 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76590.164062 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -76590.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76803.476562 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -76803.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76931.007812 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -76931.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77023.414062 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -77023.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77083.890625 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -77083.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77104.601562 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -77104.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77111.390625 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -77111.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77111.390625 Penalty: 3172.049805
	Iteration 8F: 3 clusters Score -77111.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Entering Unmasked Estep 
Score: -8597804.000000 Penalty: 2664.436768
	Iteration 0F: 2 clusters Score -8597804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -8567972.000000 Penalty: 5328.873535
	Iteration 0F: 3 clusters Score -8567972 nChanged 21410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -8579721.000000 Penalty: 5328.873535
	Iteration 1F: 3 clusters Score -8579721 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -8580175.000000 Penalty: 5328.873535
	Iteration 2Q: 3 clusters Score -8580175 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -8580624.000000 Penalty: 5328.873535
	Iteration 3Q: 3 clusters Score -8580624 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -8580993.000000 Penalty: 5328.873535
	Iteration 4Q: 3 clusters Score -8580993 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -8581394.000000 Penalty: 5328.873535
	Iteration 5Q: 3 clusters Score -8581394 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -8581889.000000 Penalty: 5328.873535
	Iteration 6Q: 3 clusters Score -8581889 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -8582665.000000 Penalty: 5328.873535
	Iteration 7Q: 3 clusters Score -8582665 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -8583756.000000 Penalty: 5328.873535
	Iteration 8Q: 3 clusters Score -8583756 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -8585129.000000 Penalty: 5328.873535
	Iteration 9Q: 3 clusters Score -8585129 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -8586958.000000 Penalty: 5328.873535
	Iteration 10F: 3 clusters Score -8586958 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -8588971.000000 Penalty: 5328.873535
	Iteration 11F: 3 clusters Score -8588971 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -8591029.000000 Penalty: 5328.873535
	Iteration 12F: 3 clusters Score -8591029 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -8592737.000000 Penalty: 5328.873535
	Iteration 13Q: 3 clusters Score -8592737 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -8594005.000000 Penalty: 5328.873535
	Iteration 14Q: 3 clusters Score -8594005 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8594726.000000 Penalty: 5328.873535
	Iteration 15Q: 3 clusters Score -8594726 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -8595123.000000 Penalty: 5328.873535
	Iteration 16Q: 3 clusters Score -8595123 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8595323.000000 Penalty: 5328.873535
	Iteration 17Q: 3 clusters Score -8595323 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -8595464.000000 Penalty: 5328.873535
	Iteration 18Q: 3 clusters Score -8595464 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8595506.000000 Penalty: 5328.873535
	Iteration 19Q: 3 clusters Score -8595506 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -8595563.000000 Penalty: 5328.873535
	Iteration 20F: 3 clusters Score -8595563 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -8595612.000000 Penalty: 5328.873535
	Iteration 21Q: 3 clusters Score -8595612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8595651.000000 Penalty: 5328.873535
	Iteration 22Q: 3 clusters Score -8595651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8595693.000000 Penalty: 5328.873535
	Iteration 23Q: 3 clusters Score -8595693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -8595706.000000 Penalty: 5328.873535
	Iteration 24Q: 3 clusters Score -8595706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8595717.000000 Penalty: 5328.873535
	Iteration 25Q: 3 clusters Score -8595717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -8595712.000000 Penalty: 5328.873535
	Iteration 26Q: 3 clusters Score -8595712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -8595728.000000 Penalty: 5328.873535
	Iteration 27Q: 3 clusters Score -8595728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -8595727.000000 Penalty: 5328.873535
	Iteration 28Q: 3 clusters Score -8595727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8595731.000000 Penalty: 5328.873535
	Iteration 29Q: 3 clusters Score -8595731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -8595734.000000 Penalty: 5328.873535
	Iteration 30Q: 3 clusters Score -8595734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -8595726.000000 Penalty: 5328.873535
	Iteration 31Q: 3 clusters Score -8595726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8595723.000000 Penalty: 5328.873535
	Iteration 32Q: 3 clusters Score -8595723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8595723.000000 Penalty: 5328.873535
	Iteration 33Q: 3 clusters Score -8595723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -8595736.000000 Penalty: 5328.873535
	Iteration 34Q: 3 clusters Score -8595736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8595736.000000 Penalty: 5328.873535
	Iteration 35Q: 3 clusters Score -8595736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -8595745.000000 Penalty: 5328.873535
	Iteration 36Q: 3 clusters Score -8595745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -8595745.000000 Penalty: 5328.873535
	Iteration 37Q: 3 clusters Score -8595745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -8595747.000000 Penalty: 5328.873535
	Iteration 38Q: 3 clusters Score -8595747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -8595750.000000 Penalty: 5328.873535
	Iteration 39Q: 3 clusters Score -8595750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -8595754.000000 Penalty: 5328.873535
	Iteration 40F: 3 clusters Score -8595754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -8595743.000000 Penalty: 5328.873535
	Iteration 41Q: 3 clusters Score -8595743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -8595745.000000 Penalty: 5328.873535
	Iteration 42Q: 3 clusters Score -8595745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -8595745.000000 Penalty: 5328.873535
	Iteration 43Q: 3 clusters Score -8595745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -8595749.000000 Penalty: 5328.873535
	Iteration 44Q: 3 clusters Score -8595749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -8595744.000000 Penalty: 5328.873535
	Iteration 45Q: 3 clusters Score -8595744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -8595749.000000 Penalty: 5328.873535
	Iteration 46Q: 3 clusters Score -8595749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -8595742.000000 Penalty: 5328.873535
	Iteration 47Q: 3 clusters Score -8595742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -8595742.000000 Penalty: 5328.873535
	Iteration 48Q: 3 clusters Score -8595742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -8595744.000000 Penalty: 5328.873535
	Iteration 49Q: 3 clusters Score -8595744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -8595744.000000 Penalty: 5328.873535
	Iteration 50F: 3 clusters Score -8595744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Entering Unmasked Estep 
Score: -8357835.000000 Penalty: 2658.132812
	Iteration 0F: 2 clusters Score -8357835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -8327923.500000 Penalty: 5316.265625
	Iteration 0F: 3 clusters Score -8327924 nChanged 20899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -8339474.000000 Penalty: 5316.265625
	Iteration 1F: 3 clusters Score -8339474 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -8339850.500000 Penalty: 5316.265625
	Iteration 2Q: 3 clusters Score -8339850 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -8340207.500000 Penalty: 5316.265625
	Iteration 3Q: 3 clusters Score -8340208 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -8340677.000000 Penalty: 5316.265625
	Iteration 4Q: 3 clusters Score -8340677 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -8341537.000000 Penalty: 5316.265625
	Iteration 5Q: 3 clusters Score -8341537 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -8342762.500000 Penalty: 5316.265625
	Iteration 6F: 3 clusters Score -8342762 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -8344802.000000 Penalty: 5316.265625
	Iteration 7F: 3 clusters Score -8344802 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -8347552.000000 Penalty: 5316.265625
	Iteration 8F: 3 clusters Score -8347552 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -8350611.500000 Penalty: 5316.265625
	Iteration 9F: 3 clusters Score -8350612 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -8353185.500000 Penalty: 5316.265625
	Iteration 10F: 3 clusters Score -8353186 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -8354690.000000 Penalty: 5316.265625
	Iteration 11Q: 3 clusters Score -8354690 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -8355506.500000 Penalty: 5316.265625
	Iteration 12Q: 3 clusters Score -8355506 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -8355856.500000 Penalty: 5316.265625
	Iteration 13Q: 3 clusters Score -8355856 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -8356039.500000 Penalty: 5316.265625
	Iteration 14Q: 3 clusters Score -8356040 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -8356255.500000 Penalty: 5316.265625
	Iteration 15Q: 3 clusters Score -8356256 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -8356455.000000 Penalty: 5316.265625
	Iteration 16Q: 3 clusters Score -8356455 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -8356624.000000 Penalty: 5316.265625
	Iteration 17Q: 3 clusters Score -8356624 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -8356750.500000 Penalty: 5316.265625
	Iteration 18Q: 3 clusters Score -8356750 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -8356884.000000 Penalty: 5316.265625
	Iteration 19Q: 3 clusters Score -8356884 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -8356967.000000 Penalty: 5316.265625
	Iteration 20F: 3 clusters Score -8356967 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -8357028.500000 Penalty: 5316.265625
	Iteration 21Q: 3 clusters Score -8357028 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -8357046.500000 Penalty: 5316.265625
	Iteration 22Q: 3 clusters Score -8357046 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -8357067.500000 Penalty: 5316.265625
	Iteration 23Q: 3 clusters Score -8357068 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -8357088.500000 Penalty: 5316.265625
	Iteration 24Q: 3 clusters Score -8357088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -8357130.500000 Penalty: 5316.265625
	Iteration 25Q: 3 clusters Score -8357130 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -8357158.500000 Penalty: 5316.265625
	Iteration 26Q: 3 clusters Score -8357158 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -8357179.500000 Penalty: 5316.265625
	Iteration 27Q: 3 clusters Score -8357180 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -8357181.000000 Penalty: 5316.265625
	Iteration 28Q: 3 clusters Score -8357181 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -8357200.500000 Penalty: 5316.265625
	Iteration 29Q: 3 clusters Score -8357200 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -8357215.500000 Penalty: 5316.265625
	Iteration 30Q: 3 clusters Score -8357216 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -8357198.500000 Penalty: 5316.265625
	Iteration 31Q: 3 clusters Score -8357198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -8357213.000000 Penalty: 5316.265625
	Iteration 32Q: 3 clusters Score -8357213 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -8357213.500000 Penalty: 5316.265625
	Iteration 33Q: 3 clusters Score -8357214 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -8357224.500000 Penalty: 5316.265625
	Iteration 34Q: 3 clusters Score -8357224 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -8357243.500000 Penalty: 5316.265625
	Iteration 35Q: 3 clusters Score -8357244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -8357223.500000 Penalty: 5316.265625
	Iteration 36Q: 3 clusters Score -8357224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -8357235.000000 Penalty: 5316.265625
	Iteration 37Q: 3 clusters Score -8357235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -8357243.000000 Penalty: 5316.265625
	Iteration 38Q: 3 clusters Score -8357243 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -8357268.000000 Penalty: 5316.265625
	Iteration 39Q: 3 clusters Score -8357268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -8357262.000000 Penalty: 5316.265625
	Iteration 40F: 3 clusters Score -8357262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -8357275.500000 Penalty: 5316.265625
	Iteration 41Q: 3 clusters Score -8357276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -8357277.500000 Penalty: 5316.265625
	Iteration 42Q: 3 clusters Score -8357278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -8357269.500000 Penalty: 5316.265625
	Iteration 43Q: 3 clusters Score -8357270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8357256.500000 Penalty: 5316.265625
	Iteration 44Q: 3 clusters Score -8357256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -8357251.000000 Penalty: 5316.265625
	Iteration 45Q: 3 clusters Score -8357251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -8357256.500000 Penalty: 5316.265625
	Iteration 46Q: 3 clusters Score -8357256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -8357243.000000 Penalty: 5316.265625
	Iteration 47Q: 3 clusters Score -8357243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8357247.000000 Penalty: 5316.265625
	Iteration 48Q: 3 clusters Score -8357247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -8357239.500000 Penalty: 5316.265625
	Iteration 49Q: 3 clusters Score -8357240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -8357240.000000 Penalty: 5316.265625
	Iteration 50Q: 3 clusters Score -8357240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -8357255.000000 Penalty: 5316.265625
	Iteration 51Q: 3 clusters Score -8357255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -8357251.000000 Penalty: 5316.265625
	Iteration 52Q: 3 clusters Score -8357251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -8357248.000000 Penalty: 5316.265625
	Iteration 53Q: 3 clusters Score -8357248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -8357253.000000 Penalty: 5316.265625
	Iteration 54Q: 3 clusters Score -8357253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -8357251.000000 Penalty: 5316.265625
	Iteration 55Q: 3 clusters Score -8357251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -8357255.500000 Penalty: 5316.265625
	Iteration 56Q: 3 clusters Score -8357256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -8357255.000000 Penalty: 5316.265625
	Iteration 57Q: 3 clusters Score -8357255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -8357254.500000 Penalty: 5316.265625
	Iteration 58Q: 3 clusters Score -8357254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -8357254.500000 Penalty: 5316.265625
	Iteration 59Q: 3 clusters Score -8357254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -8357243.000000 Penalty: 5316.265625
	Iteration 60F: 3 clusters Score -8357243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -8357236.000000 Penalty: 5316.265625
	Iteration 61Q: 3 clusters Score -8357236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -8357238.500000 Penalty: 5316.265625
	Iteration 62Q: 3 clusters Score -8357238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -8357245.500000 Penalty: 5316.265625
	Iteration 63Q: 3 clusters Score -8357246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -8357248.000000 Penalty: 5316.265625
	Iteration 64Q: 3 clusters Score -8357248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -8357249.000000 Penalty: 5316.265625
	Iteration 65Q: 3 clusters Score -8357249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -8357234.000000 Penalty: 5316.265625
	Iteration 66Q: 3 clusters Score -8357234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -8357237.000000 Penalty: 5316.265625
	Iteration 67Q: 3 clusters Score -8357237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -8357244.500000 Penalty: 5316.265625
	Iteration 68Q: 3 clusters Score -8357244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -8357238.500000 Penalty: 5316.265625
	Iteration 69Q: 3 clusters Score -8357238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -8357241.000000 Penalty: 5316.265625
	Iteration 70Q: 3 clusters Score -8357241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8357239.000000 Penalty: 5316.265625
	Iteration 71Q: 3 clusters Score -8357239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -8357233.500000 Penalty: 5316.265625
	Iteration 72Q: 3 clusters Score -8357234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -8357234.500000 Penalty: 5316.265625
	Iteration 73Q: 3 clusters Score -8357234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -8357233.500000 Penalty: 5316.265625
	Iteration 74Q: 3 clusters Score -8357234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -8357245.000000 Penalty: 5316.265625
	Iteration 75Q: 3 clusters Score -8357245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -8357231.500000 Penalty: 5316.265625
	Iteration 76Q: 3 clusters Score -8357232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -8357226.500000 Penalty: 5316.265625
	Iteration 77Q: 3 clusters Score -8357226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -8357227.500000 Penalty: 5316.265625
	Iteration 78Q: 3 clusters Score -8357228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -8357232.000000 Penalty: 5316.265625
	Iteration 79Q: 3 clusters Score -8357232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -8357238.000000 Penalty: 5316.265625
	Iteration 80F: 3 clusters Score -8357238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -8357227.500000 Penalty: 5316.265625
	Iteration 81Q: 3 clusters Score -8357228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -8357236.000000 Penalty: 5316.265625
	Iteration 82Q: 3 clusters Score -8357236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -8357224.500000 Penalty: 5316.265625
	Iteration 83Q: 3 clusters Score -8357224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -8357216.500000 Penalty: 5316.265625
	Iteration 84Q: 3 clusters Score -8357216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -8357220.000000 Penalty: 5316.265625
	Iteration 85Q: 3 clusters Score -8357220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -8357226.500000 Penalty: 5316.265625
	Iteration 86Q: 3 clusters Score -8357226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -8357220.000000 Penalty: 5316.265625
	Iteration 87Q: 3 clusters Score -8357220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -8357221.500000 Penalty: 5316.265625
	Iteration 88Q: 3 clusters Score -8357222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -8357221.500000 Penalty: 5316.265625
	Iteration 89F: 3 clusters Score -8357222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -119550.570312 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -119550.6 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 397 members 
Entering Unmasked Estep 
Score: -117862.109375 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -117862.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -118317.937500 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -118317.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118504.140625 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -118504.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118587.359375 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -118587.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -118621.460938 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -118621.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118655.531250 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -118655.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118678.382812 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -118678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118691.429688 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -118691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -118711.492188 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -118711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -118727.539062 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -118727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118740.289062 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -118740.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -118749.687500 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -118749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118753.203125 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -118753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -118754.640625 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -118754.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -118754.640625 Penalty: 3301.736328
	Iteration 14F: 3 clusters Score -118754.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -161633.078125 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -161633.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -159727.656250 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -159727.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -160065.375000 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -160065.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160230.843750 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -160230.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160358.046875 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -160358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -160483.859375 Penalty: 3421.762451
	Iteration 4F: 3 clusters Score -160483.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -160608.359375 Penalty: 3421.762451
	Iteration 5F: 3 clusters Score -160608.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -160673.656250 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -160673.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -160740.171875 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -160740.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -160787.343750 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -160787.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -160816.906250 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -160816.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -160870.375000 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -160870.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -160924.906250 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -160924.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -160975.156250 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -160975.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -161014.687500 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -161014.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -161079.328125 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -161079.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -161172.921875 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -161172.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -161222.203125 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -161222.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -161271.765625 Penalty: 3421.762451
	Iteration 17Q: 3 clusters Score -161271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -161287.671875 Penalty: 3421.762451
	Iteration 18Q: 3 clusters Score -161287.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -161295.609375 Penalty: 3421.762451
	Iteration 19Q: 3 clusters Score -161295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -161296.593750 Penalty: 3421.762451
	Iteration 20F: 3 clusters Score -161296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -161297.578125 Penalty: 3421.762451
	Iteration 21Q: 3 clusters Score -161297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -161299.062500 Penalty: 3421.762451
	Iteration 22Q: 3 clusters Score -161299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -161302.734375 Penalty: 3421.762451
	Iteration 23Q: 3 clusters Score -161302.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -161302.734375 Penalty: 3421.762451
	Iteration 24F: 3 clusters Score -161302.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -65068.117188 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -65068.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -63853.597656 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -63853.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -63962.960938 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -63962.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -64045.449219 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -64045.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -64099.511719 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -64099.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -64179.886719 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -64179.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -64192.347656 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -64192.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -64197.105469 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -64197.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -64197.105469 Penalty: 2832.371582
	Iteration 7F: 3 clusters Score -64197.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49687 members 
Mstep: Class 4 contains 50654 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42607 members 
Mstep: Class 7 contains 43240 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 46676 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30310 members 
Mstep: Class 13 contains 42586 members 
Mstep: Class 14 contains 42944 members 
Mstep: Class 15 contains 45631 members 
Mstep: Class 16 contains 44651 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46337 members 
Mstep: Class 19 contains 45174 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690736.000000 Penalty: 72451.218750
Iteration 319Q: 23 clusters Score -1.066907e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49726 members 
Mstep: Class 4 contains 50707 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42553 members 
Mstep: Class 7 contains 43247 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46649 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30310 members 
Mstep: Class 13 contains 42549 members 
Mstep: Class 14 contains 42961 members 
Mstep: Class 15 contains 45635 members 
Mstep: Class 16 contains 44628 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46339 members 
Mstep: Class 19 contains 45211 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690776.000000 Penalty: 72451.218750
Iteration 320F: 23 clusters Score -1.066908e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49776 members 
Mstep: Class 4 contains 50739 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42486 members 
Mstep: Class 7 contains 43230 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46631 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30319 members 
Mstep: Class 13 contains 42538 members 
Mstep: Class 14 contains 42988 members 
Mstep: Class 15 contains 45666 members 
Mstep: Class 16 contains 44633 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46331 members 
Mstep: Class 19 contains 45201 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690888.000000 Penalty: 72451.218750
Iteration 321Q: 23 clusters Score -1.066909e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49816 members 
Mstep: Class 4 contains 50785 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42448 members 
Mstep: Class 7 contains 43209 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46628 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30317 members 
Mstep: Class 13 contains 42559 members 
Mstep: Class 14 contains 43001 members 
Mstep: Class 15 contains 45670 members 
Mstep: Class 16 contains 44611 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46338 members 
Mstep: Class 19 contains 45175 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691024.000000 Penalty: 72451.218750
Iteration 322Q: 23 clusters Score -1.06691e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49849 members 
Mstep: Class 4 contains 50817 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42417 members 
Mstep: Class 7 contains 43184 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46596 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30319 members 
Mstep: Class 13 contains 42537 members 
Mstep: Class 14 contains 43023 members 
Mstep: Class 15 contains 45681 members 
Mstep: Class 16 contains 44619 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46333 members 
Mstep: Class 19 contains 45194 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691344.000000 Penalty: 72451.218750
Iteration 323Q: 23 clusters Score -1.066913e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49880 members 
Mstep: Class 4 contains 50824 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42370 members 
Mstep: Class 7 contains 43173 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46552 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30318 members 
Mstep: Class 13 contains 42545 members 
Mstep: Class 14 contains 43042 members 
Mstep: Class 15 contains 45713 members 
Mstep: Class 16 contains 44613 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46313 members 
Mstep: Class 19 contains 45230 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691432.000000 Penalty: 72451.218750
Iteration 324Q: 23 clusters Score -1.066914e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49891 members 
Mstep: Class 4 contains 50811 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42360 members 
Mstep: Class 7 contains 43152 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46519 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30317 members 
Mstep: Class 13 contains 42534 members 
Mstep: Class 14 contains 43083 members 
Mstep: Class 15 contains 45727 members 
Mstep: Class 16 contains 44613 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46315 members 
Mstep: Class 19 contains 45251 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691496.000000 Penalty: 72451.218750
Iteration 325Q: 23 clusters Score -1.066915e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49897 members 
Mstep: Class 4 contains 50833 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42340 members 
Mstep: Class 7 contains 43137 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 46490 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30318 members 
Mstep: Class 13 contains 42520 members 
Mstep: Class 14 contains 43105 members 
Mstep: Class 15 contains 45759 members 
Mstep: Class 16 contains 44599 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46313 members 
Mstep: Class 19 contains 45267 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691480.000000 Penalty: 72451.218750
Iteration 326Q: 23 clusters Score -1.066915e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49907 members 
Mstep: Class 4 contains 50846 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42334 members 
Mstep: Class 7 contains 43132 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 46478 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30315 members 
Mstep: Class 13 contains 42531 members 
Mstep: Class 14 contains 43119 members 
Mstep: Class 15 contains 45776 members 
Mstep: Class 16 contains 44585 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46307 members 
Mstep: Class 19 contains 45254 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691608.000000 Penalty: 72451.218750
Iteration 327Q: 23 clusters Score -1.066916e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49918 members 
Mstep: Class 4 contains 50856 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42316 members 
Mstep: Class 7 contains 43117 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 46529 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30320 members 
Mstep: Class 13 contains 42514 members 
Mstep: Class 14 contains 43137 members 
Mstep: Class 15 contains 45767 members 
Mstep: Class 16 contains 44569 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46288 members 
Mstep: Class 19 contains 45264 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691592.000000 Penalty: 72451.218750
Iteration 328Q: 23 clusters Score -1.066916e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49944 members 
Mstep: Class 4 contains 50850 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42313 members 
Mstep: Class 7 contains 43085 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 46555 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30321 members 
Mstep: Class 13 contains 42516 members 
Mstep: Class 14 contains 43143 members 
Mstep: Class 15 contains 45739 members 
Mstep: Class 16 contains 44551 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46268 members 
Mstep: Class 19 contains 45298 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691760.000000 Penalty: 72451.218750
Iteration 329Q: 23 clusters Score -1.066918e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49951 members 
Mstep: Class 4 contains 50876 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42317 members 
Mstep: Class 7 contains 43061 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 46530 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30319 members 
Mstep: Class 13 contains 42548 members 
Mstep: Class 14 contains 43145 members 
Mstep: Class 15 contains 45702 members 
Mstep: Class 16 contains 44530 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46272 members 
Mstep: Class 19 contains 45337 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691840.000000 Penalty: 72451.218750
Iteration 330Q: 23 clusters Score -1.066918e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49965 members 
Mstep: Class 4 contains 50877 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42289 members 
Mstep: Class 7 contains 43032 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 46508 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30320 members 
Mstep: Class 13 contains 42572 members 
Mstep: Class 14 contains 43160 members 
Mstep: Class 15 contains 45718 members 
Mstep: Class 16 contains 44510 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46265 members 
Mstep: Class 19 contains 45358 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691824.000000 Penalty: 72451.218750
Iteration 331Q: 23 clusters Score -1.066918e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49955 members 
Mstep: Class 4 contains 50881 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42277 members 
Mstep: Class 7 contains 43000 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 46476 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30320 members 
Mstep: Class 13 contains 42605 members 
Mstep: Class 14 contains 43182 members 
Mstep: Class 15 contains 45731 members 
Mstep: Class 16 contains 44503 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46262 members 
Mstep: Class 19 contains 45362 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691704.000000 Penalty: 72451.218750
Iteration 332Q: 23 clusters Score -1.066917e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49953 members 
Mstep: Class 4 contains 50881 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42253 members 
Mstep: Class 7 contains 42968 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 46477 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30322 members 
Mstep: Class 13 contains 42643 members 
Mstep: Class 14 contains 43195 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 44486 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46254 members 
Mstep: Class 19 contains 45386 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691704.000000 Penalty: 72451.218750
Iteration 333Q: 23 clusters Score -1.066917e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49938 members 
Mstep: Class 4 contains 50890 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42245 members 
Mstep: Class 7 contains 42933 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46481 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30322 members 
Mstep: Class 13 contains 42678 members 
Mstep: Class 14 contains 43208 members 
Mstep: Class 15 contains 45707 members 
Mstep: Class 16 contains 44467 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46262 members 
Mstep: Class 19 contains 45405 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691768.000000 Penalty: 72451.218750
Iteration 334Q: 23 clusters Score -1.066918e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49926 members 
Mstep: Class 4 contains 50856 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42221 members 
Mstep: Class 7 contains 42921 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46495 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30322 members 
Mstep: Class 13 contains 42712 members 
Mstep: Class 14 contains 43229 members 
Mstep: Class 15 contains 45711 members 
Mstep: Class 16 contains 44445 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46266 members 
Mstep: Class 19 contains 45417 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691872.000000 Penalty: 72451.218750
Iteration 335Q: 23 clusters Score -1.066919e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49919 members 
Mstep: Class 4 contains 50842 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42203 members 
Mstep: Class 7 contains 42914 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46478 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30318 members 
Mstep: Class 13 contains 42746 members 
Mstep: Class 14 contains 43246 members 
Mstep: Class 15 contains 45727 members 
Mstep: Class 16 contains 44422 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46262 members 
Mstep: Class 19 contains 45445 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692000.000000 Penalty: 72451.218750
Iteration 336Q: 23 clusters Score -1.06692e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49938 members 
Mstep: Class 4 contains 50825 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42217 members 
Mstep: Class 7 contains 42888 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46470 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30314 members 
Mstep: Class 13 contains 42759 members 
Mstep: Class 14 contains 43248 members 
Mstep: Class 15 contains 45721 members 
Mstep: Class 16 contains 44409 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46261 members 
Mstep: Class 19 contains 45471 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692152.000000 Penalty: 72451.218750
Iteration 337Q: 23 clusters Score -1.066922e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49941 members 
Mstep: Class 4 contains 50830 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42213 members 
Mstep: Class 7 contains 42857 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46483 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30314 members 
Mstep: Class 13 contains 42764 members 
Mstep: Class 14 contains 43256 members 
Mstep: Class 15 contains 45726 members 
Mstep: Class 16 contains 44392 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46258 members 
Mstep: Class 19 contains 45481 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692416.000000 Penalty: 72451.218750
Iteration 338Q: 23 clusters Score -1.066924e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49949 members 
Mstep: Class 4 contains 50831 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 42209 members 
Mstep: Class 7 contains 42832 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46472 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 42748 members 
Mstep: Class 14 contains 43277 members 
Mstep: Class 15 contains 45740 members 
Mstep: Class 16 contains 44376 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46248 members 
Mstep: Class 19 contains 45511 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692368.000000 Penalty: 72451.218750
Iteration 339Q: 23 clusters Score -1.066924e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49931 members 
Mstep: Class 4 contains 50835 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 42199 members 
Mstep: Class 7 contains 42816 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46471 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30311 members 
Mstep: Class 13 contains 42761 members 
Mstep: Class 14 contains 43285 members 
Mstep: Class 15 contains 45769 members 
Mstep: Class 16 contains 44369 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46235 members 
Mstep: Class 19 contains 45525 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692552.000000 Penalty: 72451.218750
Iteration 340F: 23 clusters Score -1.066926e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49927 members 
Mstep: Class 4 contains 50839 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42200 members 
Mstep: Class 7 contains 42801 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46491 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30313 members 
Mstep: Class 13 contains 42756 members 
Mstep: Class 14 contains 43300 members 
Mstep: Class 15 contains 45755 members 
Mstep: Class 16 contains 44360 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46230 members 
Mstep: Class 19 contains 45519 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692600.000000 Penalty: 72451.218750
Iteration 341Q: 23 clusters Score -1.066926e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49908 members 
Mstep: Class 4 contains 50848 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42206 members 
Mstep: Class 7 contains 42785 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 46484 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30318 members 
Mstep: Class 13 contains 42751 members 
Mstep: Class 14 contains 43319 members 
Mstep: Class 15 contains 45746 members 
Mstep: Class 16 contains 44356 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46234 members 
Mstep: Class 19 contains 45532 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692784.000000 Penalty: 72451.218750
Iteration 342Q: 23 clusters Score -1.066928e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49906 members 
Mstep: Class 4 contains 50887 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42200 members 
Mstep: Class 7 contains 42767 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46480 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30315 members 
Mstep: Class 13 contains 42724 members 
Mstep: Class 14 contains 43320 members 
Mstep: Class 15 contains 45745 members 
Mstep: Class 16 contains 44357 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46225 members 
Mstep: Class 19 contains 45552 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692576.000000 Penalty: 72451.218750
Iteration 343Q: 23 clusters Score -1.066926e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49911 members 
Mstep: Class 4 contains 50918 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42212 members 
Mstep: Class 7 contains 42762 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 46481 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30315 members 
Mstep: Class 13 contains 42710 members 
Mstep: Class 14 contains 43307 members 
Mstep: Class 15 contains 45717 members 
Mstep: Class 16 contains 44357 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46215 members 
Mstep: Class 19 contains 45574 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692456.000000 Penalty: 72451.218750
Iteration 344Q: 23 clusters Score -1.066925e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49911 members 
Mstep: Class 4 contains 50967 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42208 members 
Mstep: Class 7 contains 42746 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 46477 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30315 members 
Mstep: Class 13 contains 42697 members 
Mstep: Class 14 contains 43307 members 
Mstep: Class 15 contains 45698 members 
Mstep: Class 16 contains 44347 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46214 members 
Mstep: Class 19 contains 45584 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692736.000000 Penalty: 72451.218750
Iteration 345Q: 23 clusters Score -1.066927e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49928 members 
Mstep: Class 4 contains 51008 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42215 members 
Mstep: Class 7 contains 42744 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 46451 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30311 members 
Mstep: Class 13 contains 42683 members 
Mstep: Class 14 contains 43298 members 
Mstep: Class 15 contains 45679 members 
Mstep: Class 16 contains 44330 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46226 members 
Mstep: Class 19 contains 45597 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692768.000000 Penalty: 72451.218750
Iteration 346Q: 23 clusters Score -1.066928e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49954 members 
Mstep: Class 4 contains 51030 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42219 members 
Mstep: Class 7 contains 42730 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 46426 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30309 members 
Mstep: Class 13 contains 42666 members 
Mstep: Class 14 contains 43299 members 
Mstep: Class 15 contains 45660 members 
Mstep: Class 16 contains 44315 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46234 members 
Mstep: Class 19 contains 45615 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693056.000000 Penalty: 72451.218750
Iteration 347Q: 23 clusters Score -1.066931e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49959 members 
Mstep: Class 4 contains 51022 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42229 members 
Mstep: Class 7 contains 42717 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 46400 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30310 members 
Mstep: Class 13 contains 42653 members 
Mstep: Class 14 contains 43306 members 
Mstep: Class 15 contains 45673 members 
Mstep: Class 16 contains 44311 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46253 members 
Mstep: Class 19 contains 45625 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692984.000000 Penalty: 72451.218750
Iteration 348Q: 23 clusters Score -1.06693e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49973 members 
Mstep: Class 4 contains 51007 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42232 members 
Mstep: Class 7 contains 42732 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 46402 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30313 members 
Mstep: Class 13 contains 42622 members 
Mstep: Class 14 contains 43303 members 
Mstep: Class 15 contains 45703 members 
Mstep: Class 16 contains 44292 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46257 members 
Mstep: Class 19 contains 45621 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693008.000000 Penalty: 72451.218750
Iteration 349Q: 23 clusters Score -1.06693e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50000 members 
Mstep: Class 4 contains 50995 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42214 members 
Mstep: Class 7 contains 42736 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 46402 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 42602 members 
Mstep: Class 14 contains 43293 members 
Mstep: Class 15 contains 45737 members 
Mstep: Class 16 contains 44299 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46264 members 
Mstep: Class 19 contains 45608 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693144.000000 Penalty: 72451.218750
Iteration 350Q: 23 clusters Score -1.066931e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50003 members 
Mstep: Class 4 contains 50981 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42234 members 
Mstep: Class 7 contains 42733 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46378 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30313 members 
Mstep: Class 13 contains 42613 members 
Mstep: Class 14 contains 43285 members 
Mstep: Class 15 contains 45763 members 
Mstep: Class 16 contains 44279 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46277 members 
Mstep: Class 19 contains 45604 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693280.000000 Penalty: 72451.218750
Iteration 351Q: 23 clusters Score -1.066933e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49998 members 
Mstep: Class 4 contains 50952 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42235 members 
Mstep: Class 7 contains 42733 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46383 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30317 members 
Mstep: Class 13 contains 42631 members 
Mstep: Class 14 contains 43281 members 
Mstep: Class 15 contains 45794 members 
Mstep: Class 16 contains 44251 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46285 members 
Mstep: Class 19 contains 45611 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693336.000000 Penalty: 72451.218750
Iteration 352Q: 23 clusters Score -1.066933e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49983 members 
Mstep: Class 4 contains 50937 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42235 members 
Mstep: Class 7 contains 42750 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46414 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30320 members 
Mstep: Class 13 contains 42644 members 
Mstep: Class 14 contains 43271 members 
Mstep: Class 15 contains 45803 members 
Mstep: Class 16 contains 44228 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46290 members 
Mstep: Class 19 contains 45609 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693408.000000 Penalty: 72451.218750
Iteration 353Q: 23 clusters Score -1.066934e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49966 members 
Mstep: Class 4 contains 50927 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42224 members 
Mstep: Class 7 contains 42761 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 46418 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30319 members 
Mstep: Class 13 contains 42672 members 
Mstep: Class 14 contains 43272 members 
Mstep: Class 15 contains 45818 members 
Mstep: Class 16 contains 44206 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46295 members 
Mstep: Class 19 contains 45606 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693424.000000 Penalty: 72451.218750
Iteration 354Q: 23 clusters Score -1.066934e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49952 members 
Mstep: Class 4 contains 50917 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42224 members 
Mstep: Class 7 contains 42764 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 46431 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30318 members 
Mstep: Class 13 contains 42683 members 
Mstep: Class 14 contains 43279 members 
Mstep: Class 15 contains 45831 members 
Mstep: Class 16 contains 44177 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46318 members 
Mstep: Class 19 contains 45592 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693472.000000 Penalty: 72451.218750
Iteration 355Q: 23 clusters Score -1.066935e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49967 members 
Mstep: Class 4 contains 50905 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42202 members 
Mstep: Class 7 contains 42788 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 46419 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30319 members 
Mstep: Class 13 contains 42705 members 
Mstep: Class 14 contains 43281 members 
Mstep: Class 15 contains 45855 members 
Mstep: Class 16 contains 44153 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46313 members 
Mstep: Class 19 contains 45574 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693744.000000 Penalty: 72451.218750
Iteration 356Q: 23 clusters Score -1.066937e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49973 members 
Mstep: Class 4 contains 50880 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42185 members 
Mstep: Class 7 contains 42809 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 46409 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30317 members 
Mstep: Class 13 contains 42705 members 
Mstep: Class 14 contains 43276 members 
Mstep: Class 15 contains 45886 members 
Mstep: Class 16 contains 44136 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46316 members 
Mstep: Class 19 contains 45585 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693784.000000 Penalty: 72451.218750
Iteration 357Q: 23 clusters Score -1.066938e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49955 members 
Mstep: Class 4 contains 50875 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42160 members 
Mstep: Class 7 contains 42827 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 46402 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30318 members 
Mstep: Class 13 contains 42720 members 
Mstep: Class 14 contains 43277 members 
Mstep: Class 15 contains 45915 members 
Mstep: Class 16 contains 44113 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46310 members 
Mstep: Class 19 contains 45596 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693936.000000 Penalty: 72451.218750
Iteration 358Q: 23 clusters Score -1.066939e+08 nChanged 840
Entering ConstructFrom: 
Score: -106693936.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (46756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Entering Unmasked Estep 
Score: -8591742.000000 Penalty: 2666.669189
	Iteration 0F: 2 clusters Score -8591742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8561336.000000 Penalty: 5333.338379
	Iteration 0F: 3 clusters Score -8561336 nChanged 21603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -8573463.000000 Penalty: 5333.338379
	Iteration 1F: 3 clusters Score -8573463 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -8574151.000000 Penalty: 5333.338379
	Iteration 2Q: 3 clusters Score -8574151 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -8575055.000000 Penalty: 5333.338379
	Iteration 3Q: 3 clusters Score -8575055 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8576323.000000 Penalty: 5333.338379
	Iteration 4Q: 3 clusters Score -8576323 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -8577984.000000 Penalty: 5333.338379
	Iteration 5F: 3 clusters Score -8577984 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -8580069.000000 Penalty: 5333.338379
	Iteration 6F: 3 clusters Score -8580069 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -8582430.000000 Penalty: 5333.338379
	Iteration 7F: 3 clusters Score -8582430 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -8584818.000000 Penalty: 5333.338379
	Iteration 8F: 3 clusters Score -8584818 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -8586426.000000 Penalty: 5333.338379
	Iteration 9F: 3 clusters Score -8586426 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -8587186.000000 Penalty: 5333.338379
	Iteration 10Q: 3 clusters Score -8587186 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -8587606.000000 Penalty: 5333.338379
	Iteration 11Q: 3 clusters Score -8587606 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -8588017.000000 Penalty: 5333.338379
	Iteration 12Q: 3 clusters Score -8588017 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -8588369.000000 Penalty: 5333.338379
	Iteration 13Q: 3 clusters Score -8588369 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -8588588.000000 Penalty: 5333.338379
	Iteration 14Q: 3 clusters Score -8588588 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -8588879.000000 Penalty: 5333.338379
	Iteration 15Q: 3 clusters Score -8588879 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -8589051.000000 Penalty: 5333.338379
	Iteration 16Q: 3 clusters Score -8589051 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -8589241.000000 Penalty: 5333.338379
	Iteration 17Q: 3 clusters Score -8589241 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -8589438.000000 Penalty: 5333.338379
	Iteration 18Q: 3 clusters Score -8589438 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -8589535.000000 Penalty: 5333.338379
	Iteration 19Q: 3 clusters Score -8589535 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -8589659.000000 Penalty: 5333.338379
	Iteration 20F: 3 clusters Score -8589659 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -8589799.000000 Penalty: 5333.338379
	Iteration 21Q: 3 clusters Score -8589799 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -8589866.000000 Penalty: 5333.338379
	Iteration 22Q: 3 clusters Score -8589866 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -8589943.000000 Penalty: 5333.338379
	Iteration 23Q: 3 clusters Score -8589943 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -8589995.000000 Penalty: 5333.338379
	Iteration 24Q: 3 clusters Score -8589995 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -8590085.000000 Penalty: 5333.338379
	Iteration 25Q: 3 clusters Score -8590085 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -8590138.000000 Penalty: 5333.338379
	Iteration 26Q: 3 clusters Score -8590138 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -8590171.000000 Penalty: 5333.338379
	Iteration 27Q: 3 clusters Score -8590171 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -8590202.000000 Penalty: 5333.338379
	Iteration 28Q: 3 clusters Score -8590202 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -8590225.000000 Penalty: 5333.338379
	Iteration 29Q: 3 clusters Score -8590225 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -8590250.000000 Penalty: 5333.338379
	Iteration 30Q: 3 clusters Score -8590250 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -8590307.000000 Penalty: 5333.338379
	Iteration 31Q: 3 clusters Score -8590307 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -8590301.000000 Penalty: 5333.338379
	Iteration 32Q: 3 clusters Score -8590301 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -8590332.000000 Penalty: 5333.338379
	Iteration 33Q: 3 clusters Score -8590332 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -8590371.000000 Penalty: 5333.338379
	Iteration 34Q: 3 clusters Score -8590371 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -8590410.000000 Penalty: 5333.338379
	Iteration 35Q: 3 clusters Score -8590410 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -8590407.000000 Penalty: 5333.338379
	Iteration 36Q: 3 clusters Score -8590407 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -8590440.000000 Penalty: 5333.338379
	Iteration 37Q: 3 clusters Score -8590440 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -8590466.000000 Penalty: 5333.338379
	Iteration 38Q: 3 clusters Score -8590466 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -8590516.000000 Penalty: 5333.338379
	Iteration 39Q: 3 clusters Score -8590516 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -8590549.000000 Penalty: 5333.338379
	Iteration 40F: 3 clusters Score -8590549 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -8590579.000000 Penalty: 5333.338379
	Iteration 41Q: 3 clusters Score -8590579 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -8590619.000000 Penalty: 5333.338379
	Iteration 42Q: 3 clusters Score -8590619 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -8590633.000000 Penalty: 5333.338379
	Iteration 43Q: 3 clusters Score -8590633 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -8590649.000000 Penalty: 5333.338379
	Iteration 44Q: 3 clusters Score -8590649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -8590681.000000 Penalty: 5333.338379
	Iteration 45Q: 3 clusters Score -8590681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -8590710.000000 Penalty: 5333.338379
	Iteration 46Q: 3 clusters Score -8590710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -8590735.000000 Penalty: 5333.338379
	Iteration 47Q: 3 clusters Score -8590735 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -8590756.000000 Penalty: 5333.338379
	Iteration 48Q: 3 clusters Score -8590756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -8590764.000000 Penalty: 5333.338379
	Iteration 49Q: 3 clusters Score -8590764 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -8590768.000000 Penalty: 5333.338379
	Iteration 50Q: 3 clusters Score -8590768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -8590769.000000 Penalty: 5333.338379
	Iteration 51Q: 3 clusters Score -8590769 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -8590812.000000 Penalty: 5333.338379
	Iteration 52Q: 3 clusters Score -8590812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -8590826.000000 Penalty: 5333.338379
	Iteration 53Q: 3 clusters Score -8590826 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -8590840.000000 Penalty: 5333.338379
	Iteration 54Q: 3 clusters Score -8590840 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -8590852.000000 Penalty: 5333.338379
	Iteration 55Q: 3 clusters Score -8590852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -8590886.000000 Penalty: 5333.338379
	Iteration 56Q: 3 clusters Score -8590886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -8590872.000000 Penalty: 5333.338379
	Iteration 57Q: 3 clusters Score -8590872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -8590885.000000 Penalty: 5333.338379
	Iteration 58Q: 3 clusters Score -8590885 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -8590887.000000 Penalty: 5333.338379
	Iteration 59Q: 3 clusters Score -8590887 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -8590914.000000 Penalty: 5333.338379
	Iteration 60F: 3 clusters Score -8590914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -8590915.000000 Penalty: 5333.338379
	Iteration 61Q: 3 clusters Score -8590915 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -8590926.000000 Penalty: 5333.338379
	Iteration 62Q: 3 clusters Score -8590926 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -8590918.000000 Penalty: 5333.338379
	Iteration 63Q: 3 clusters Score -8590918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -8590916.000000 Penalty: 5333.338379
	Iteration 64Q: 3 clusters Score -8590916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -8590906.000000 Penalty: 5333.338379
	Iteration 65Q: 3 clusters Score -8590906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -8590930.000000 Penalty: 5333.338379
	Iteration 66Q: 3 clusters Score -8590930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -8590950.000000 Penalty: 5333.338379
	Iteration 67Q: 3 clusters Score -8590950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -8590944.000000 Penalty: 5333.338379
	Iteration 68Q: 3 clusters Score -8590944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -8590951.000000 Penalty: 5333.338379
	Iteration 69Q: 3 clusters Score -8590951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -8590942.000000 Penalty: 5333.338379
	Iteration 70Q: 3 clusters Score -8590942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -8590940.000000 Penalty: 5333.338379
	Iteration 71Q: 3 clusters Score -8590940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -8590933.000000 Penalty: 5333.338379
	Iteration 72Q: 3 clusters Score -8590933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -8590939.000000 Penalty: 5333.338379
	Iteration 73Q: 3 clusters Score -8590939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -8590941.000000 Penalty: 5333.338379
	Iteration 74Q: 3 clusters Score -8590941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -8590946.000000 Penalty: 5333.338379
	Iteration 75Q: 3 clusters Score -8590946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -8590953.000000 Penalty: 5333.338379
	Iteration 76Q: 3 clusters Score -8590953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -8590973.000000 Penalty: 5333.338379
	Iteration 77Q: 3 clusters Score -8590973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -8590961.000000 Penalty: 5333.338379
	Iteration 78Q: 3 clusters Score -8590961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -8590973.000000 Penalty: 5333.338379
	Iteration 79Q: 3 clusters Score -8590973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -8590976.000000 Penalty: 5333.338379
	Iteration 80F: 3 clusters Score -8590976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -8590973.000000 Penalty: 5333.338379
	Iteration 81Q: 3 clusters Score -8590973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -8590973.000000 Penalty: 5333.338379
	Iteration 82Q: 3 clusters Score -8590973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -8590971.000000 Penalty: 5333.338379
	Iteration 83Q: 3 clusters Score -8590971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -8590984.000000 Penalty: 5333.338379
	Iteration 84Q: 3 clusters Score -8590984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -8590983.000000 Penalty: 5333.338379
	Iteration 85Q: 3 clusters Score -8590983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -8590989.000000 Penalty: 5333.338379
	Iteration 86Q: 3 clusters Score -8590989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -8590986.000000 Penalty: 5333.338379
	Iteration 87Q: 3 clusters Score -8590986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -8590991.000000 Penalty: 5333.338379
	Iteration 88Q: 3 clusters Score -8590991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -8590992.000000 Penalty: 5333.338379
	Iteration 89Q: 3 clusters Score -8590992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -8590984.000000 Penalty: 5333.338379
	Iteration 90Q: 3 clusters Score -8590984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -8590984.000000 Penalty: 5333.338379
	Iteration 91Q: 3 clusters Score -8590984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -8590981.000000 Penalty: 5333.338379
	Iteration 92Q: 3 clusters Score -8590981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -8590984.000000 Penalty: 5333.338379
	Iteration 93Q: 3 clusters Score -8590984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -8590978.000000 Penalty: 5333.338379
	Iteration 94Q: 3 clusters Score -8590978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -8590983.000000 Penalty: 5333.338379
	Iteration 95Q: 3 clusters Score -8590983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -8590986.000000 Penalty: 5333.338379
	Iteration 96Q: 3 clusters Score -8590986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -8590993.000000 Penalty: 5333.338379
	Iteration 97Q: 3 clusters Score -8590993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -8590985.000000 Penalty: 5333.338379
	Iteration 98Q: 3 clusters Score -8590985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -8590985.000000 Penalty: 5333.338379
	Iteration 99F: 3 clusters Score -8590985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -18166.832031 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -18166.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17153.357422 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -17153.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17260.001953 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -17260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17300.630859 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -17300.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17308.595703 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -17308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17312.912109 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -17312.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17314.425781 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -17314.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17316.601562 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -17316.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17323.130859 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -17323.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17323.707031 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -17323.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17323.707031 Penalty: 2730.644531
	Iteration 9F: 3 clusters Score -17323.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Entering Unmasked Estep 
Score: -9310471.000000 Penalty: 2683.121582
	Iteration 0F: 2 clusters Score -9310471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -9280098.000000 Penalty: 5366.243164
	Iteration 0F: 3 clusters Score -9280098 nChanged 23168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -9292952.000000 Penalty: 5366.243164
	Iteration 1F: 3 clusters Score -9292952 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -9293441.000000 Penalty: 5366.243164
	Iteration 2Q: 3 clusters Score -9293441 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -9294009.000000 Penalty: 5366.243164
	Iteration 3Q: 3 clusters Score -9294009 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -9294717.000000 Penalty: 5366.243164
	Iteration 4Q: 3 clusters Score -9294717 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -9295757.000000 Penalty: 5366.243164
	Iteration 5Q: 3 clusters Score -9295757 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -9297359.000000 Penalty: 5366.243164
	Iteration 6F: 3 clusters Score -9297359 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -9300007.000000 Penalty: 5366.243164
	Iteration 7F: 3 clusters Score -9300007 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -9303614.000000 Penalty: 5366.243164
	Iteration 8F: 3 clusters Score -9303614 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -9306277.000000 Penalty: 5366.243164
	Iteration 9F: 3 clusters Score -9306277 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -9307447.000000 Penalty: 5366.243164
	Iteration 10Q: 3 clusters Score -9307447 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -9307808.000000 Penalty: 5366.243164
	Iteration 11Q: 3 clusters Score -9307808 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -9307979.000000 Penalty: 5366.243164
	Iteration 12Q: 3 clusters Score -9307979 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -9308053.000000 Penalty: 5366.243164
	Iteration 13Q: 3 clusters Score -9308053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -9308106.000000 Penalty: 5366.243164
	Iteration 14Q: 3 clusters Score -9308106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -9308123.000000 Penalty: 5366.243164
	Iteration 15Q: 3 clusters Score -9308123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -9308152.000000 Penalty: 5366.243164
	Iteration 16Q: 3 clusters Score -9308152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -9308161.000000 Penalty: 5366.243164
	Iteration 17Q: 3 clusters Score -9308161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -9308184.000000 Penalty: 5366.243164
	Iteration 18Q: 3 clusters Score -9308184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -9308187.000000 Penalty: 5366.243164
	Iteration 19Q: 3 clusters Score -9308187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -9308194.000000 Penalty: 5366.243164
	Iteration 20F: 3 clusters Score -9308194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Entering Unmasked Estep 
Score: -9485648.000000 Penalty: 2687.656250
	Iteration 0F: 2 clusters Score -9485648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -9455338.000000 Penalty: 5375.312500
	Iteration 0F: 3 clusters Score -9455338 nChanged 23429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -9468098.000000 Penalty: 5375.312500
	Iteration 1F: 3 clusters Score -9468098 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -9468565.000000 Penalty: 5375.312500
	Iteration 2Q: 3 clusters Score -9468565 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -9468965.000000 Penalty: 5375.312500
	Iteration 3Q: 3 clusters Score -9468965 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -9469378.000000 Penalty: 5375.312500
	Iteration 4Q: 3 clusters Score -9469378 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -9469740.000000 Penalty: 5375.312500
	Iteration 5Q: 3 clusters Score -9469740 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -9470095.000000 Penalty: 5375.312500
	Iteration 6Q: 3 clusters Score -9470095 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -9470430.000000 Penalty: 5375.312500
	Iteration 7Q: 3 clusters Score -9470430 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -9470988.000000 Penalty: 5375.312500
	Iteration 8Q: 3 clusters Score -9470988 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -9471591.000000 Penalty: 5375.312500
	Iteration 9Q: 3 clusters Score -9471591 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -9472488.000000 Penalty: 5375.312500
	Iteration 10Q: 3 clusters Score -9472488 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -9473829.000000 Penalty: 5375.312500
	Iteration 11Q: 3 clusters Score -9473829 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -9475502.000000 Penalty: 5375.312500
	Iteration 12Q: 3 clusters Score -9475502 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -9477333.000000 Penalty: 5375.312500
	Iteration 13F: 3 clusters Score -9477333 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -9478968.000000 Penalty: 5375.312500
	Iteration 14Q: 3 clusters Score -9478968 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -9480468.000000 Penalty: 5375.312500
	Iteration 15Q: 3 clusters Score -9480468 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -9481385.000000 Penalty: 5375.312500
	Iteration 16Q: 3 clusters Score -9481385 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -9481948.000000 Penalty: 5375.312500
	Iteration 17Q: 3 clusters Score -9481948 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -9482121.000000 Penalty: 5375.312500
	Iteration 18Q: 3 clusters Score -9482121 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -9482456.000000 Penalty: 5375.312500
	Iteration 19Q: 3 clusters Score -9482456 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -9482603.000000 Penalty: 5375.312500
	Iteration 20F: 3 clusters Score -9482603 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -9482598.000000 Penalty: 5375.312500
	Iteration 21Q: 3 clusters Score -9482598 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -9482659.000000 Penalty: 5375.312500
	Iteration 22Q: 3 clusters Score -9482659 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -9482686.000000 Penalty: 5375.312500
	Iteration 23Q: 3 clusters Score -9482686 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -9482649.000000 Penalty: 5375.312500
	Iteration 24Q: 3 clusters Score -9482649 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -9482739.000000 Penalty: 5375.312500
	Iteration 25Q: 3 clusters Score -9482739 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -9482738.000000 Penalty: 5375.312500
	Iteration 26Q: 3 clusters Score -9482738 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -9482777.000000 Penalty: 5375.312500
	Iteration 27Q: 3 clusters Score -9482777 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -9482775.000000 Penalty: 5375.312500
	Iteration 28Q: 3 clusters Score -9482775 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -9482782.000000 Penalty: 5375.312500
	Iteration 29Q: 3 clusters Score -9482782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -9482802.000000 Penalty: 5375.312500
	Iteration 30Q: 3 clusters Score -9482802 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -9482867.000000 Penalty: 5375.312500
	Iteration 31Q: 3 clusters Score -9482867 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -9482874.000000 Penalty: 5375.312500
	Iteration 32Q: 3 clusters Score -9482874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -9482906.000000 Penalty: 5375.312500
	Iteration 33Q: 3 clusters Score -9482906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -9482961.000000 Penalty: 5375.312500
	Iteration 34Q: 3 clusters Score -9482961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -9482988.000000 Penalty: 5375.312500
	Iteration 35Q: 3 clusters Score -9482988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -9482977.000000 Penalty: 5375.312500
	Iteration 36Q: 3 clusters Score -9482977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -9482989.000000 Penalty: 5375.312500
	Iteration 37Q: 3 clusters Score -9482989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -9482990.000000 Penalty: 5375.312500
	Iteration 38Q: 3 clusters Score -9482990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -9482996.000000 Penalty: 5375.312500
	Iteration 39Q: 3 clusters Score -9482996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -9483012.000000 Penalty: 5375.312500
	Iteration 40F: 3 clusters Score -9483012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -9483035.000000 Penalty: 5375.312500
	Iteration 41Q: 3 clusters Score -9483035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -9483064.000000 Penalty: 5375.312500
	Iteration 42Q: 3 clusters Score -9483064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -9483089.000000 Penalty: 5375.312500
	Iteration 43Q: 3 clusters Score -9483089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -9483111.000000 Penalty: 5375.312500
	Iteration 44Q: 3 clusters Score -9483111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -9483125.000000 Penalty: 5375.312500
	Iteration 45Q: 3 clusters Score -9483125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -9483135.000000 Penalty: 5375.312500
	Iteration 46Q: 3 clusters Score -9483135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -9483129.000000 Penalty: 5375.312500
	Iteration 47Q: 3 clusters Score -9483129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -9483144.000000 Penalty: 5375.312500
	Iteration 48Q: 3 clusters Score -9483144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -9483168.000000 Penalty: 5375.312500
	Iteration 49Q: 3 clusters Score -9483168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -9483173.000000 Penalty: 5375.312500
	Iteration 50Q: 3 clusters Score -9483173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -9483166.000000 Penalty: 5375.312500
	Iteration 51Q: 3 clusters Score -9483166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -9483168.000000 Penalty: 5375.312500
	Iteration 52Q: 3 clusters Score -9483168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -9483170.000000 Penalty: 5375.312500
	Iteration 53Q: 3 clusters Score -9483170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -9483176.000000 Penalty: 5375.312500
	Iteration 54Q: 3 clusters Score -9483176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -9483189.000000 Penalty: 5375.312500
	Iteration 55Q: 3 clusters Score -9483189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -9483186.000000 Penalty: 5375.312500
	Iteration 56Q: 3 clusters Score -9483186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -9483174.000000 Penalty: 5375.312500
	Iteration 57Q: 3 clusters Score -9483174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -9483174.000000 Penalty: 5375.312500
	Iteration 58Q: 3 clusters Score -9483174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -9483181.000000 Penalty: 5375.312500
	Iteration 59Q: 3 clusters Score -9483181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -9483189.000000 Penalty: 5375.312500
	Iteration 60F: 3 clusters Score -9483189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -9483195.000000 Penalty: 5375.312500
	Iteration 61Q: 3 clusters Score -9483195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -9483196.000000 Penalty: 5375.312500
	Iteration 62Q: 3 clusters Score -9483196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -9483195.000000 Penalty: 5375.312500
	Iteration 63Q: 3 clusters Score -9483195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -9483192.000000 Penalty: 5375.312500
	Iteration 64Q: 3 clusters Score -9483192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -9483198.000000 Penalty: 5375.312500
	Iteration 65Q: 3 clusters Score -9483198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -9483198.000000 Penalty: 5375.312500
	Iteration 66F: 3 clusters Score -9483198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -414998.843750 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -414998.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -412153.000000 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -412153 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -412883.187500 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -412883.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -413126.250000 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -413126.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -413264.687500 Penalty: 3861.098877
	Iteration 3F: 3 clusters Score -413264.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -413351.062500 Penalty: 3861.098877
	Iteration 4Q: 3 clusters Score -413351.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -413420.468750 Penalty: 3861.098877
	Iteration 5Q: 3 clusters Score -413420.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -413486.687500 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -413486.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -413545.812500 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -413545.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -413602.500000 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -413602.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -413659.218750 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -413659.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -413705.843750 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -413705.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -413742.531250 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -413742.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -413773.656250 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -413773.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -413806.437500 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -413806.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -413840.875000 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -413840.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -413870.906250 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -413870.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -413901.250000 Penalty: 3861.098877
	Iteration 16Q: 3 clusters Score -413901.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -413917.031250 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -413917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -413930.812500 Penalty: 3861.098877
	Iteration 18Q: 3 clusters Score -413930.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -413940.343750 Penalty: 3861.098877
	Iteration 19Q: 3 clusters Score -413940.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -413955.093750 Penalty: 3861.098877
	Iteration 20F: 3 clusters Score -413955.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -413963.500000 Penalty: 3861.098877
	Iteration 21Q: 3 clusters Score -413963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -413970.093750 Penalty: 3861.098877
	Iteration 22Q: 3 clusters Score -413970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -413971.437500 Penalty: 3861.098877
	Iteration 23Q: 3 clusters Score -413971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -413972.750000 Penalty: 3861.098877
	Iteration 24Q: 3 clusters Score -413972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -413974.781250 Penalty: 3861.098877
	Iteration 25Q: 3 clusters Score -413974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -413976.843750 Penalty: 3861.098877
	Iteration 26Q: 3 clusters Score -413976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -413977.875000 Penalty: 3861.098877
	Iteration 27Q: 3 clusters Score -413977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -413977.875000 Penalty: 3861.098877
	Iteration 28F: 3 clusters Score -413977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Entering Unmasked Estep 
Score: -7812379.500000 Penalty: 2640.843506
	Iteration 0F: 2 clusters Score -7812380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -7784167.500000 Penalty: 5281.687012
	Iteration 0F: 3 clusters Score -7784168 nChanged 19356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -7794723.000000 Penalty: 5281.687012
	Iteration 1F: 3 clusters Score -7794723 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -7795259.000000 Penalty: 5281.687012
	Iteration 2Q: 3 clusters Score -7795259 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -7795757.000000 Penalty: 5281.687012
	Iteration 3Q: 3 clusters Score -7795757 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -7796430.500000 Penalty: 5281.687012
	Iteration 4Q: 3 clusters Score -7796430 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -7797467.000000 Penalty: 5281.687012
	Iteration 5Q: 3 clusters Score -7797467 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -7799076.500000 Penalty: 5281.687012
	Iteration 6F: 3 clusters Score -7799076 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -7801674.000000 Penalty: 5281.687012
	Iteration 7F: 3 clusters Score -7801674 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -7804556.500000 Penalty: 5281.687012
	Iteration 8F: 3 clusters Score -7804556 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -7806906.000000 Penalty: 5281.687012
	Iteration 9F: 3 clusters Score -7806906 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7808451.000000 Penalty: 5281.687012
	Iteration 10Q: 3 clusters Score -7808451 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -7809195.500000 Penalty: 5281.687012
	Iteration 11Q: 3 clusters Score -7809196 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -7809621.500000 Penalty: 5281.687012
	Iteration 12Q: 3 clusters Score -7809622 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -7809785.500000 Penalty: 5281.687012
	Iteration 13Q: 3 clusters Score -7809786 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -7809888.000000 Penalty: 5281.687012
	Iteration 14Q: 3 clusters Score -7809888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -7809949.500000 Penalty: 5281.687012
	Iteration 15Q: 3 clusters Score -7809950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -7809999.500000 Penalty: 5281.687012
	Iteration 16Q: 3 clusters Score -7810000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -7810034.000000 Penalty: 5281.687012
	Iteration 17Q: 3 clusters Score -7810034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -7810053.500000 Penalty: 5281.687012
	Iteration 18Q: 3 clusters Score -7810054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -7810069.500000 Penalty: 5281.687012
	Iteration 19Q: 3 clusters Score -7810070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -7810079.000000 Penalty: 5281.687012
	Iteration 20F: 3 clusters Score -7810079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -7810095.000000 Penalty: 5281.687012
	Iteration 21Q: 3 clusters Score -7810095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -7810105.000000 Penalty: 5281.687012
	Iteration 22Q: 3 clusters Score -7810105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -7810112.000000 Penalty: 5281.687012
	Iteration 23Q: 3 clusters Score -7810112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -7810111.000000 Penalty: 5281.687012
	Iteration 24Q: 3 clusters Score -7810111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -7810111.500000 Penalty: 5281.687012
	Iteration 25Q: 3 clusters Score -7810112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -7810114.000000 Penalty: 5281.687012
	Iteration 26Q: 3 clusters Score -7810114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -7810107.000000 Penalty: 5281.687012
	Iteration 27Q: 3 clusters Score -7810107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -7810109.000000 Penalty: 5281.687012
	Iteration 28Q: 3 clusters Score -7810109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -7810108.000000 Penalty: 5281.687012
	Iteration 29Q: 3 clusters Score -7810108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -7810110.000000 Penalty: 5281.687012
	Iteration 30Q: 3 clusters Score -7810110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -7810110.000000 Penalty: 5281.687012
	Iteration 31Q: 3 clusters Score -7810110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -7810110.500000 Penalty: 5281.687012
	Iteration 32Q: 3 clusters Score -7810110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -7810116.000000 Penalty: 5281.687012
	Iteration 33Q: 3 clusters Score -7810116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -7810115.000000 Penalty: 5281.687012
	Iteration 34Q: 3 clusters Score -7810115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -7810113.500000 Penalty: 5281.687012
	Iteration 35Q: 3 clusters Score -7810114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -7810124.000000 Penalty: 5281.687012
	Iteration 36Q: 3 clusters Score -7810124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -7810121.000000 Penalty: 5281.687012
	Iteration 37Q: 3 clusters Score -7810121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -7810120.000000 Penalty: 5281.687012
	Iteration 38Q: 3 clusters Score -7810120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -7810121.000000 Penalty: 5281.687012
	Iteration 39Q: 3 clusters Score -7810121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -7810121.000000 Penalty: 5281.687012
	Iteration 40F: 3 clusters Score -7810121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Entering Unmasked Estep 
Score: -7888801.500000 Penalty: 2644.912598
	Iteration 0F: 2 clusters Score -7888802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -7859986.000000 Penalty: 5289.825195
	Iteration 0F: 3 clusters Score -7859986 nChanged 19712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -7870755.000000 Penalty: 5289.825195
	Iteration 1F: 3 clusters Score -7870755 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -7871259.500000 Penalty: 5289.825195
	Iteration 2Q: 3 clusters Score -7871260 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -7871787.000000 Penalty: 5289.825195
	Iteration 3Q: 3 clusters Score -7871787 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -7872397.000000 Penalty: 5289.825195
	Iteration 4Q: 3 clusters Score -7872397 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -7873295.000000 Penalty: 5289.825195
	Iteration 5Q: 3 clusters Score -7873295 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -7874573.000000 Penalty: 5289.825195
	Iteration 6F: 3 clusters Score -7874573 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -7876357.500000 Penalty: 5289.825195
	Iteration 7F: 3 clusters Score -7876358 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -7878732.500000 Penalty: 5289.825195
	Iteration 8F: 3 clusters Score -7878732 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -7881403.500000 Penalty: 5289.825195
	Iteration 9F: 3 clusters Score -7881404 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -7883602.500000 Penalty: 5289.825195
	Iteration 10F: 3 clusters Score -7883602 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7884998.500000 Penalty: 5289.825195
	Iteration 11Q: 3 clusters Score -7884998 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7885802.500000 Penalty: 5289.825195
	Iteration 12Q: 3 clusters Score -7885802 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7886162.000000 Penalty: 5289.825195
	Iteration 13Q: 3 clusters Score -7886162 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7886301.000000 Penalty: 5289.825195
	Iteration 14Q: 3 clusters Score -7886301 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7886378.500000 Penalty: 5289.825195
	Iteration 15Q: 3 clusters Score -7886378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7886420.000000 Penalty: 5289.825195
	Iteration 16Q: 3 clusters Score -7886420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7886461.500000 Penalty: 5289.825195
	Iteration 17Q: 3 clusters Score -7886462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7886485.500000 Penalty: 5289.825195
	Iteration 18Q: 3 clusters Score -7886486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7886491.500000 Penalty: 5289.825195
	Iteration 19Q: 3 clusters Score -7886492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7886509.500000 Penalty: 5289.825195
	Iteration 20F: 3 clusters Score -7886510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7886510.000000 Penalty: 5289.825195
	Iteration 21Q: 3 clusters Score -7886510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7886515.000000 Penalty: 5289.825195
	Iteration 22Q: 3 clusters Score -7886515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7886517.500000 Penalty: 5289.825195
	Iteration 23Q: 3 clusters Score -7886518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7886516.500000 Penalty: 5289.825195
	Iteration 24Q: 3 clusters Score -7886516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7886516.500000 Penalty: 5289.825195
	Iteration 25F: 3 clusters Score -7886516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -75084.085938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -75084.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73575.437500 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -73575.44 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73869.304688 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -73869.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74069.203125 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -74069.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74205.625000 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -74205.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74302.960938 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -74302.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74381.210938 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -74381.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74439.187500 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -74439.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74461.781250 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -74461.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74477.054688 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -74477.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74506.062500 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -74506.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74527.273438 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -74527.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -74541.625000 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -74541.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -74552.554688 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -74552.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74565.992188 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -74565.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74578.828125 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -74578.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74606.703125 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -74606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74635.726562 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -74635.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -74673.171875 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -74673.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74701.140625 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -74701.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74718.406250 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -74718.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -74738.156250 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -74738.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -74755.101562 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -74755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74763.101562 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -74763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74763.101562 Penalty: 3122.451904
	Iteration 23F: 3 clusters Score -74763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -230483.468750 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -230483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -228432.656250 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -228432.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -229060.093750 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -229060.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -229345.859375 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -229345.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -229498.953125 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -229499 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -229592.125000 Penalty: 3566.201416
	Iteration 4Q: 3 clusters Score -229592.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -229699.921875 Penalty: 3566.201416
	Iteration 5Q: 3 clusters Score -229699.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -229890.937500 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -229890.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -230034.343750 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -230034.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -230105.312500 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -230105.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -230141.171875 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -230141.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -230163.234375 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -230163.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -230188.000000 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -230188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -230219.421875 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -230219.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -230256.984375 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -230257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -230313.765625 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -230313.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -230355.343750 Penalty: 3566.201416
	Iteration 15Q: 3 clusters Score -230355.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -230387.828125 Penalty: 3566.201416
	Iteration 16Q: 3 clusters Score -230387.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -230410.593750 Penalty: 3566.201416
	Iteration 17Q: 3 clusters Score -230410.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -230420.250000 Penalty: 3566.201416
	Iteration 18Q: 3 clusters Score -230420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -230425.828125 Penalty: 3566.201416
	Iteration 19Q: 3 clusters Score -230425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -230426.515625 Penalty: 3566.201416
	Iteration 20F: 3 clusters Score -230426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -230427.312500 Penalty: 3566.201416
	Iteration 21Q: 3 clusters Score -230427.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -230427.312500 Penalty: 3566.201416
	Iteration 22F: 3 clusters Score -230427.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Entering Unmasked Estep 
Score: -8760479.000000 Penalty: 2664.906982
	Iteration 0F: 2 clusters Score -8760479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -8731740.000000 Penalty: 5329.813965
	Iteration 0F: 3 clusters Score -8731740 nChanged 21431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -8743500.000000 Penalty: 5329.813965
	Iteration 1F: 3 clusters Score -8743500 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -8743922.000000 Penalty: 5329.813965
	Iteration 2Q: 3 clusters Score -8743922 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -8744327.000000 Penalty: 5329.813965
	Iteration 3Q: 3 clusters Score -8744327 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -8744741.000000 Penalty: 5329.813965
	Iteration 4Q: 3 clusters Score -8744741 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -8745110.000000 Penalty: 5329.813965
	Iteration 5Q: 3 clusters Score -8745110 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -8745475.000000 Penalty: 5329.813965
	Iteration 6Q: 3 clusters Score -8745475 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -8745966.000000 Penalty: 5329.813965
	Iteration 7Q: 3 clusters Score -8745966 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -8746531.000000 Penalty: 5329.813965
	Iteration 8Q: 3 clusters Score -8746531 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -8747393.000000 Penalty: 5329.813965
	Iteration 9Q: 3 clusters Score -8747393 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -8748475.000000 Penalty: 5329.813965
	Iteration 10Q: 3 clusters Score -8748475 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -8750056.000000 Penalty: 5329.813965
	Iteration 11F: 3 clusters Score -8750056 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -8752068.000000 Penalty: 5329.813965
	Iteration 12F: 3 clusters Score -8752068 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -8754103.000000 Penalty: 5329.813965
	Iteration 13F: 3 clusters Score -8754103 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -8755837.000000 Penalty: 5329.813965
	Iteration 14F: 3 clusters Score -8755837 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -8757220.000000 Penalty: 5329.813965
	Iteration 15Q: 3 clusters Score -8757220 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -8758040.000000 Penalty: 5329.813965
	Iteration 16Q: 3 clusters Score -8758040 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8758265.000000 Penalty: 5329.813965
	Iteration 17Q: 3 clusters Score -8758265 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8758299.000000 Penalty: 5329.813965
	Iteration 18Q: 3 clusters Score -8758299 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -8758314.000000 Penalty: 5329.813965
	Iteration 19Q: 3 clusters Score -8758314 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -8758329.000000 Penalty: 5329.813965
	Iteration 20F: 3 clusters Score -8758329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -8758349.000000 Penalty: 5329.813965
	Iteration 21Q: 3 clusters Score -8758349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -8758352.000000 Penalty: 5329.813965
	Iteration 22Q: 3 clusters Score -8758352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -8758375.000000 Penalty: 5329.813965
	Iteration 23Q: 3 clusters Score -8758375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -8758396.000000 Penalty: 5329.813965
	Iteration 24Q: 3 clusters Score -8758396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -8758399.000000 Penalty: 5329.813965
	Iteration 25Q: 3 clusters Score -8758399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -8758408.000000 Penalty: 5329.813965
	Iteration 26Q: 3 clusters Score -8758408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -8758407.000000 Penalty: 5329.813965
	Iteration 27Q: 3 clusters Score -8758407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -8758411.000000 Penalty: 5329.813965
	Iteration 28Q: 3 clusters Score -8758411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -8758415.000000 Penalty: 5329.813965
	Iteration 29Q: 3 clusters Score -8758415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -8758419.000000 Penalty: 5329.813965
	Iteration 30Q: 3 clusters Score -8758419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -8758428.000000 Penalty: 5329.813965
	Iteration 31Q: 3 clusters Score -8758428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -8758435.000000 Penalty: 5329.813965
	Iteration 32Q: 3 clusters Score -8758435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -8758433.000000 Penalty: 5329.813965
	Iteration 33Q: 3 clusters Score -8758433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -8758435.000000 Penalty: 5329.813965
	Iteration 34Q: 3 clusters Score -8758435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -8758434.000000 Penalty: 5329.813965
	Iteration 35Q: 3 clusters Score -8758434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8758437.000000 Penalty: 5329.813965
	Iteration 36Q: 3 clusters Score -8758437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8758438.000000 Penalty: 5329.813965
	Iteration 37Q: 3 clusters Score -8758438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -8758442.000000 Penalty: 5329.813965
	Iteration 38Q: 3 clusters Score -8758442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -8758442.000000 Penalty: 5329.813965
	Iteration 39F: 3 clusters Score -8758442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -49571.371094 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -49571.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48127.273438 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -48127.27 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48414.957031 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -48414.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48557.398438 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -48557.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48680.367188 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -48680.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48727.824219 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -48727.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48739.503906 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -48739.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48747.843750 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -48747.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48754.167969 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -48754.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48758.171875 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -48758.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48767.355469 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -48767.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48772.332031 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -48772.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48777.417969 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -48777.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48791.859375 Penalty: 3055.958740
	Iteration 12Q: 3 clusters Score -48791.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48803.042969 Penalty: 3055.958740
	Iteration 13Q: 3 clusters Score -48803.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48803.042969 Penalty: 3055.958740
	Iteration 14F: 3 clusters Score -48803.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Entering Unmasked Estep 
Score: -5464464.000000 Penalty: 2559.186035
	Iteration 0F: 2 clusters Score -5464464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -5443715.500000 Penalty: 5118.372070
	Iteration 0F: 3 clusters Score -5443716 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -5450965.500000 Penalty: 5118.372070
	Iteration 1F: 3 clusters Score -5450966 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -5451419.000000 Penalty: 5118.372070
	Iteration 2Q: 3 clusters Score -5451419 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5451825.000000 Penalty: 5118.372070
	Iteration 3Q: 3 clusters Score -5451825 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -5452301.000000 Penalty: 5118.372070
	Iteration 4Q: 3 clusters Score -5452301 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -5452793.000000 Penalty: 5118.372070
	Iteration 5Q: 3 clusters Score -5452793 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -5453451.500000 Penalty: 5118.372070
	Iteration 6Q: 3 clusters Score -5453452 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -5454338.000000 Penalty: 5118.372070
	Iteration 7F: 3 clusters Score -5454338 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -5455519.500000 Penalty: 5118.372070
	Iteration 8F: 3 clusters Score -5455520 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5456859.000000 Penalty: 5118.372070
	Iteration 9F: 3 clusters Score -5456859 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -5458020.500000 Penalty: 5118.372070
	Iteration 10F: 3 clusters Score -5458020 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -5459006.500000 Penalty: 5118.372070
	Iteration 11Q: 3 clusters Score -5459006 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -5459843.500000 Penalty: 5118.372070
	Iteration 12Q: 3 clusters Score -5459844 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -5460549.500000 Penalty: 5118.372070
	Iteration 13Q: 3 clusters Score -5460550 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -5461180.000000 Penalty: 5118.372070
	Iteration 14Q: 3 clusters Score -5461180 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -5461751.000000 Penalty: 5118.372070
	Iteration 15Q: 3 clusters Score -5461751 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -5462199.000000 Penalty: 5118.372070
	Iteration 16Q: 3 clusters Score -5462199 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -5462432.500000 Penalty: 5118.372070
	Iteration 17Q: 3 clusters Score -5462432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -5462519.000000 Penalty: 5118.372070
	Iteration 18Q: 3 clusters Score -5462519 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -5462562.000000 Penalty: 5118.372070
	Iteration 19Q: 3 clusters Score -5462562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -5462597.500000 Penalty: 5118.372070
	Iteration 20F: 3 clusters Score -5462598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -5462629.000000 Penalty: 5118.372070
	Iteration 21Q: 3 clusters Score -5462629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -5462640.500000 Penalty: 5118.372070
	Iteration 22Q: 3 clusters Score -5462640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -5462650.500000 Penalty: 5118.372070
	Iteration 23Q: 3 clusters Score -5462650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -5462667.500000 Penalty: 5118.372070
	Iteration 24Q: 3 clusters Score -5462668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -5462679.500000 Penalty: 5118.372070
	Iteration 25Q: 3 clusters Score -5462680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -5462686.500000 Penalty: 5118.372070
	Iteration 26Q: 3 clusters Score -5462686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -5462690.500000 Penalty: 5118.372070
	Iteration 27Q: 3 clusters Score -5462690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5462683.000000 Penalty: 5118.372070
	Iteration 28Q: 3 clusters Score -5462683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -5462680.000000 Penalty: 5118.372070
	Iteration 29Q: 3 clusters Score -5462680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5462681.000000 Penalty: 5118.372070
	Iteration 30Q: 3 clusters Score -5462681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5462681.000000 Penalty: 5118.372070
	Iteration 31F: 3 clusters Score -5462681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Entering Unmasked Estep 
Score: -7955964.500000 Penalty: 2644.303955
	Iteration 0F: 2 clusters Score -7955964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -7927398.000000 Penalty: 5288.607910
	Iteration 0F: 3 clusters Score -7927398 nChanged 19590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -7938481.000000 Penalty: 5288.607910
	Iteration 1F: 3 clusters Score -7938481 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -7939402.500000 Penalty: 5288.607910
	Iteration 2F: 3 clusters Score -7939402 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -7940627.500000 Penalty: 5288.607910
	Iteration 3F: 3 clusters Score -7940628 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -7942274.500000 Penalty: 5288.607910
	Iteration 4F: 3 clusters Score -7942274 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -7944408.000000 Penalty: 5288.607910
	Iteration 5F: 3 clusters Score -7944408 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -7946814.000000 Penalty: 5288.607910
	Iteration 6F: 3 clusters Score -7946814 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -7949697.500000 Penalty: 5288.607910
	Iteration 7F: 3 clusters Score -7949698 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -7951860.500000 Penalty: 5288.607910
	Iteration 8F: 3 clusters Score -7951860 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -7952747.000000 Penalty: 5288.607910
	Iteration 9Q: 3 clusters Score -7952747 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -7953071.000000 Penalty: 5288.607910
	Iteration 10Q: 3 clusters Score -7953071 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -7953215.500000 Penalty: 5288.607910
	Iteration 11Q: 3 clusters Score -7953216 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -7953349.500000 Penalty: 5288.607910
	Iteration 12Q: 3 clusters Score -7953350 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -7953416.000000 Penalty: 5288.607910
	Iteration 13Q: 3 clusters Score -7953416 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -7953473.000000 Penalty: 5288.607910
	Iteration 14Q: 3 clusters Score -7953473 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -7953549.000000 Penalty: 5288.607910
	Iteration 15Q: 3 clusters Score -7953549 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -7953619.000000 Penalty: 5288.607910
	Iteration 16Q: 3 clusters Score -7953619 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -7953670.500000 Penalty: 5288.607910
	Iteration 17Q: 3 clusters Score -7953670 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -7953742.000000 Penalty: 5288.607910
	Iteration 18Q: 3 clusters Score -7953742 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -7953793.000000 Penalty: 5288.607910
	Iteration 19Q: 3 clusters Score -7953793 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -7953841.500000 Penalty: 5288.607910
	Iteration 20F: 3 clusters Score -7953842 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -7953889.500000 Penalty: 5288.607910
	Iteration 21Q: 3 clusters Score -7953890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -7953948.000000 Penalty: 5288.607910
	Iteration 22Q: 3 clusters Score -7953948 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -7953960.000000 Penalty: 5288.607910
	Iteration 23Q: 3 clusters Score -7953960 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -7954000.500000 Penalty: 5288.607910
	Iteration 24Q: 3 clusters Score -7954000 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -7954022.500000 Penalty: 5288.607910
	Iteration 25Q: 3 clusters Score -7954022 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -7954030.500000 Penalty: 5288.607910
	Iteration 26Q: 3 clusters Score -7954030 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -7954028.000000 Penalty: 5288.607910
	Iteration 27Q: 3 clusters Score -7954028 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -7954083.000000 Penalty: 5288.607910
	Iteration 28Q: 3 clusters Score -7954083 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -7954097.500000 Penalty: 5288.607910
	Iteration 29Q: 3 clusters Score -7954098 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -7954139.000000 Penalty: 5288.607910
	Iteration 30Q: 3 clusters Score -7954139 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -7954139.500000 Penalty: 5288.607910
	Iteration 31Q: 3 clusters Score -7954140 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -7954163.000000 Penalty: 5288.607910
	Iteration 32Q: 3 clusters Score -7954163 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -7954165.500000 Penalty: 5288.607910
	Iteration 33Q: 3 clusters Score -7954166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -7954180.000000 Penalty: 5288.607910
	Iteration 34Q: 3 clusters Score -7954180 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -7954194.000000 Penalty: 5288.607910
	Iteration 35Q: 3 clusters Score -7954194 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -7954203.500000 Penalty: 5288.607910
	Iteration 36Q: 3 clusters Score -7954204 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7954220.500000 Penalty: 5288.607910
	Iteration 37Q: 3 clusters Score -7954220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -7954236.500000 Penalty: 5288.607910
	Iteration 38Q: 3 clusters Score -7954236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7954254.500000 Penalty: 5288.607910
	Iteration 39Q: 3 clusters Score -7954254 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -7954265.500000 Penalty: 5288.607910
	Iteration 40F: 3 clusters Score -7954266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -7954289.000000 Penalty: 5288.607910
	Iteration 41Q: 3 clusters Score -7954289 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7954288.000000 Penalty: 5288.607910
	Iteration 42Q: 3 clusters Score -7954288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -7954292.000000 Penalty: 5288.607910
	Iteration 43Q: 3 clusters Score -7954292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -7954293.000000 Penalty: 5288.607910
	Iteration 44Q: 3 clusters Score -7954293 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -7954297.500000 Penalty: 5288.607910
	Iteration 45Q: 3 clusters Score -7954298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -7954301.500000 Penalty: 5288.607910
	Iteration 46Q: 3 clusters Score -7954302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -7954319.500000 Penalty: 5288.607910
	Iteration 47Q: 3 clusters Score -7954320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -7954343.500000 Penalty: 5288.607910
	Iteration 48Q: 3 clusters Score -7954344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7954362.500000 Penalty: 5288.607910
	Iteration 49Q: 3 clusters Score -7954362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -7954377.000000 Penalty: 5288.607910
	Iteration 50Q: 3 clusters Score -7954377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -7954389.000000 Penalty: 5288.607910
	Iteration 51Q: 3 clusters Score -7954389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -7954401.000000 Penalty: 5288.607910
	Iteration 52Q: 3 clusters Score -7954401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7954414.500000 Penalty: 5288.607910
	Iteration 53Q: 3 clusters Score -7954414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -7954413.500000 Penalty: 5288.607910
	Iteration 54Q: 3 clusters Score -7954414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -7954392.000000 Penalty: 5288.607910
	Iteration 55Q: 3 clusters Score -7954392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -7954423.500000 Penalty: 5288.607910
	Iteration 56Q: 3 clusters Score -7954424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7954402.000000 Penalty: 5288.607910
	Iteration 57Q: 3 clusters Score -7954402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -7954385.500000 Penalty: 5288.607910
	Iteration 58Q: 3 clusters Score -7954386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -7954375.000000 Penalty: 5288.607910
	Iteration 59Q: 3 clusters Score -7954375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -7954390.500000 Penalty: 5288.607910
	Iteration 60F: 3 clusters Score -7954390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -7954400.500000 Penalty: 5288.607910
	Iteration 61Q: 3 clusters Score -7954400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -7954392.500000 Penalty: 5288.607910
	Iteration 62Q: 3 clusters Score -7954392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7954399.500000 Penalty: 5288.607910
	Iteration 63Q: 3 clusters Score -7954400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7954398.000000 Penalty: 5288.607910
	Iteration 64Q: 3 clusters Score -7954398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7954404.000000 Penalty: 5288.607910
	Iteration 65Q: 3 clusters Score -7954404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -7954397.000000 Penalty: 5288.607910
	Iteration 66Q: 3 clusters Score -7954397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -7954407.000000 Penalty: 5288.607910
	Iteration 67Q: 3 clusters Score -7954407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7954399.000000 Penalty: 5288.607910
	Iteration 68Q: 3 clusters Score -7954399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7954411.500000 Penalty: 5288.607910
	Iteration 69Q: 3 clusters Score -7954412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7954424.000000 Penalty: 5288.607910
	Iteration 70Q: 3 clusters Score -7954424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7954432.000000 Penalty: 5288.607910
	Iteration 71Q: 3 clusters Score -7954432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -7954441.000000 Penalty: 5288.607910
	Iteration 72Q: 3 clusters Score -7954441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -7954439.000000 Penalty: 5288.607910
	Iteration 73Q: 3 clusters Score -7954439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -7954444.000000 Penalty: 5288.607910
	Iteration 74Q: 3 clusters Score -7954444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7954443.500000 Penalty: 5288.607910
	Iteration 75Q: 3 clusters Score -7954444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7954434.500000 Penalty: 5288.607910
	Iteration 76Q: 3 clusters Score -7954434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7954448.500000 Penalty: 5288.607910
	Iteration 77Q: 3 clusters Score -7954448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7954454.500000 Penalty: 5288.607910
	Iteration 78Q: 3 clusters Score -7954454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7954457.500000 Penalty: 5288.607910
	Iteration 79Q: 3 clusters Score -7954458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7954456.500000 Penalty: 5288.607910
	Iteration 80F: 3 clusters Score -7954456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7954461.500000 Penalty: 5288.607910
	Iteration 81Q: 3 clusters Score -7954462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7954464.500000 Penalty: 5288.607910
	Iteration 82Q: 3 clusters Score -7954464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7954462.500000 Penalty: 5288.607910
	Iteration 83Q: 3 clusters Score -7954462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -7954460.000000 Penalty: 5288.607910
	Iteration 84Q: 3 clusters Score -7954460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -7954467.000000 Penalty: 5288.607910
	Iteration 85Q: 3 clusters Score -7954467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7954463.500000 Penalty: 5288.607910
	Iteration 86Q: 3 clusters Score -7954464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -7954470.500000 Penalty: 5288.607910
	Iteration 87Q: 3 clusters Score -7954470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7954477.000000 Penalty: 5288.607910
	Iteration 88Q: 3 clusters Score -7954477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7954463.500000 Penalty: 5288.607910
	Iteration 89Q: 3 clusters Score -7954464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7954467.500000 Penalty: 5288.607910
	Iteration 90Q: 3 clusters Score -7954468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7954464.000000 Penalty: 5288.607910
	Iteration 91Q: 3 clusters Score -7954464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7954468.500000 Penalty: 5288.607910
	Iteration 92Q: 3 clusters Score -7954468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7954462.500000 Penalty: 5288.607910
	Iteration 93Q: 3 clusters Score -7954462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7954460.000000 Penalty: 5288.607910
	Iteration 94Q: 3 clusters Score -7954460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7954462.000000 Penalty: 5288.607910
	Iteration 95Q: 3 clusters Score -7954462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7954468.500000 Penalty: 5288.607910
	Iteration 96Q: 3 clusters Score -7954468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -7954465.500000 Penalty: 5288.607910
	Iteration 97Q: 3 clusters Score -7954466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7954466.500000 Penalty: 5288.607910
	Iteration 98Q: 3 clusters Score -7954466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7954470.000000 Penalty: 5288.607910
	Iteration 99Q: 3 clusters Score -7954470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7954471.500000 Penalty: 5288.607910
	Iteration 100F: 3 clusters Score -7954472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -7954472.500000 Penalty: 5288.607910
	Iteration 101Q: 3 clusters Score -7954472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -7954472.500000 Penalty: 5288.607910
	Iteration 102F: 3 clusters Score -7954472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Entering Unmasked Estep 
Score: -8038557.500000 Penalty: 2647.470459
	Iteration 0F: 2 clusters Score -8038558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -8010163.500000 Penalty: 5294.940918
	Iteration 0F: 3 clusters Score -8010164 nChanged 19875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -8021157.000000 Penalty: 5294.940918
	Iteration 1F: 3 clusters Score -8021157 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -8022216.500000 Penalty: 5294.940918
	Iteration 2F: 3 clusters Score -8022216 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -8023814.500000 Penalty: 5294.940918
	Iteration 3F: 3 clusters Score -8023814 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -8026111.000000 Penalty: 5294.940918
	Iteration 4F: 3 clusters Score -8026111 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -8029166.000000 Penalty: 5294.940918
	Iteration 5F: 3 clusters Score -8029166 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -8032861.500000 Penalty: 5294.940918
	Iteration 6F: 3 clusters Score -8032862 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -8035616.000000 Penalty: 5294.940918
	Iteration 7F: 3 clusters Score -8035616 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -8036610.000000 Penalty: 5294.940918
	Iteration 8Q: 3 clusters Score -8036610 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -8036912.500000 Penalty: 5294.940918
	Iteration 9Q: 3 clusters Score -8036912 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -8037066.000000 Penalty: 5294.940918
	Iteration 10Q: 3 clusters Score -8037066 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -8037147.500000 Penalty: 5294.940918
	Iteration 11Q: 3 clusters Score -8037148 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -8037191.000000 Penalty: 5294.940918
	Iteration 12Q: 3 clusters Score -8037191 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -8037214.500000 Penalty: 5294.940918
	Iteration 13Q: 3 clusters Score -8037214 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -8037215.000000 Penalty: 5294.940918
	Iteration 14Q: 3 clusters Score -8037215 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -8037228.500000 Penalty: 5294.940918
	Iteration 15Q: 3 clusters Score -8037228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -8037225.500000 Penalty: 5294.940918
	Iteration 16Q: 3 clusters Score -8037226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -8037230.500000 Penalty: 5294.940918
	Iteration 17Q: 3 clusters Score -8037230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -8037230.000000 Penalty: 5294.940918
	Iteration 18Q: 3 clusters Score -8037230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -8037239.500000 Penalty: 5294.940918
	Iteration 19Q: 3 clusters Score -8037240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -8037239.500000 Penalty: 5294.940918
	Iteration 20F: 3 clusters Score -8037240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -8037240.000000 Penalty: 5294.940918
	Iteration 21Q: 3 clusters Score -8037240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -8037237.500000 Penalty: 5294.940918
	Iteration 22Q: 3 clusters Score -8037238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -8037247.500000 Penalty: 5294.940918
	Iteration 23Q: 3 clusters Score -8037248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -8037253.000000 Penalty: 5294.940918
	Iteration 24Q: 3 clusters Score -8037253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -8037251.500000 Penalty: 5294.940918
	Iteration 25Q: 3 clusters Score -8037252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -8037254.500000 Penalty: 5294.940918
	Iteration 26Q: 3 clusters Score -8037254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -8037250.500000 Penalty: 5294.940918
	Iteration 27Q: 3 clusters Score -8037250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -8037261.000000 Penalty: 5294.940918
	Iteration 28Q: 3 clusters Score -8037261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -8037265.000000 Penalty: 5294.940918
	Iteration 29Q: 3 clusters Score -8037265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -8037267.500000 Penalty: 5294.940918
	Iteration 30Q: 3 clusters Score -8037268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -8037267.500000 Penalty: 5294.940918
	Iteration 31Q: 3 clusters Score -8037268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -8037268.500000 Penalty: 5294.940918
	Iteration 32Q: 3 clusters Score -8037268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -8037266.000000 Penalty: 5294.940918
	Iteration 33Q: 3 clusters Score -8037266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -8037271.000000 Penalty: 5294.940918
	Iteration 34Q: 3 clusters Score -8037271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -8037271.000000 Penalty: 5294.940918
	Iteration 35F: 3 clusters Score -8037271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Entering Unmasked Estep 
Score: -8601482.000000 Penalty: 2662.297119
	Iteration 0F: 2 clusters Score -8601482 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 23108 members 
Entering Unmasked Estep 
Score: -8572013.000000 Penalty: 5324.594238
	Iteration 0F: 3 clusters Score -8572013 nChanged 21068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -8583440.000000 Penalty: 5324.594238
	Iteration 1F: 3 clusters Score -8583440 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8583974.000000 Penalty: 5324.594238
	Iteration 2Q: 3 clusters Score -8583974 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -8584517.000000 Penalty: 5324.594238
	Iteration 3Q: 3 clusters Score -8584517 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -8585231.000000 Penalty: 5324.594238
	Iteration 4Q: 3 clusters Score -8585231 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -8586299.000000 Penalty: 5324.594238
	Iteration 5F: 3 clusters Score -8586299 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -8587948.000000 Penalty: 5324.594238
	Iteration 6F: 3 clusters Score -8587948 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -8590335.000000 Penalty: 5324.594238
	Iteration 7F: 3 clusters Score -8590335 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -8593223.000000 Penalty: 5324.594238
	Iteration 8F: 3 clusters Score -8593223 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -8595773.000000 Penalty: 5324.594238
	Iteration 9F: 3 clusters Score -8595773 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -8597608.000000 Penalty: 5324.594238
	Iteration 10Q: 3 clusters Score -8597608 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8598496.000000 Penalty: 5324.594238
	Iteration 11Q: 3 clusters Score -8598496 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -8598844.000000 Penalty: 5324.594238
	Iteration 12Q: 3 clusters Score -8598844 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8599051.000000 Penalty: 5324.594238
	Iteration 13Q: 3 clusters Score -8599051 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -8599128.000000 Penalty: 5324.594238
	Iteration 14Q: 3 clusters Score -8599128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -8599187.000000 Penalty: 5324.594238
	Iteration 15Q: 3 clusters Score -8599187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -8599194.000000 Penalty: 5324.594238
	Iteration 16Q: 3 clusters Score -8599194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -8599230.000000 Penalty: 5324.594238
	Iteration 17Q: 3 clusters Score -8599230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -8599246.000000 Penalty: 5324.594238
	Iteration 18Q: 3 clusters Score -8599246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8599255.000000 Penalty: 5324.594238
	Iteration 19Q: 3 clusters Score -8599255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -8599256.000000 Penalty: 5324.594238
	Iteration 20F: 3 clusters Score -8599256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -8599253.000000 Penalty: 5324.594238
	Iteration 21Q: 3 clusters Score -8599253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -8599258.000000 Penalty: 5324.594238
	Iteration 22Q: 3 clusters Score -8599258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -8599254.000000 Penalty: 5324.594238
	Iteration 23Q: 3 clusters Score -8599254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -8599254.000000 Penalty: 5324.594238
	Iteration 24F: 3 clusters Score -8599254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Entering Unmasked Estep 
Score: -8112088.500000 Penalty: 2652.137207
	Iteration 0F: 2 clusters Score -8112088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -8082686.000000 Penalty: 5304.274414
	Iteration 0F: 3 clusters Score -8082686 nChanged 20215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -8093777.000000 Penalty: 5304.274414
	Iteration 1F: 3 clusters Score -8093777 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -8094192.000000 Penalty: 5304.274414
	Iteration 2Q: 3 clusters Score -8094192 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8094551.000000 Penalty: 5304.274414
	Iteration 3Q: 3 clusters Score -8094551 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -8094869.500000 Penalty: 5304.274414
	Iteration 4Q: 3 clusters Score -8094870 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -8095170.500000 Penalty: 5304.274414
	Iteration 5Q: 3 clusters Score -8095170 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -8095419.000000 Penalty: 5304.274414
	Iteration 6Q: 3 clusters Score -8095419 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -8095740.000000 Penalty: 5304.274414
	Iteration 7Q: 3 clusters Score -8095740 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -8096080.500000 Penalty: 5304.274414
	Iteration 8Q: 3 clusters Score -8096080 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -8096619.000000 Penalty: 5304.274414
	Iteration 9Q: 3 clusters Score -8096619 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -8097433.500000 Penalty: 5304.274414
	Iteration 10Q: 3 clusters Score -8097434 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -8098559.500000 Penalty: 5304.274414
	Iteration 11Q: 3 clusters Score -8098560 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -8100164.000000 Penalty: 5304.274414
	Iteration 12F: 3 clusters Score -8100164 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -8102011.000000 Penalty: 5304.274414
	Iteration 13F: 3 clusters Score -8102011 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -8103526.500000 Penalty: 5304.274414
	Iteration 14F: 3 clusters Score -8103526 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -8104355.000000 Penalty: 5304.274414
	Iteration 15Q: 3 clusters Score -8104355 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -8104795.500000 Penalty: 5304.274414
	Iteration 16Q: 3 clusters Score -8104796 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -8105280.000000 Penalty: 5304.274414
	Iteration 17Q: 3 clusters Score -8105280 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -8105686.000000 Penalty: 5304.274414
	Iteration 18Q: 3 clusters Score -8105686 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -8106143.000000 Penalty: 5304.274414
	Iteration 19Q: 3 clusters Score -8106143 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -8106627.000000 Penalty: 5304.274414
	Iteration 20F: 3 clusters Score -8106627 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -8107150.500000 Penalty: 5304.274414
	Iteration 21Q: 3 clusters Score -8107150 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -8107543.000000 Penalty: 5304.274414
	Iteration 22Q: 3 clusters Score -8107543 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -8107924.000000 Penalty: 5304.274414
	Iteration 23Q: 3 clusters Score -8107924 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -8108194.000000 Penalty: 5304.274414
	Iteration 24Q: 3 clusters Score -8108194 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -8108436.500000 Penalty: 5304.274414
	Iteration 25Q: 3 clusters Score -8108436 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -8108617.000000 Penalty: 5304.274414
	Iteration 26Q: 3 clusters Score -8108617 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -8108768.500000 Penalty: 5304.274414
	Iteration 27Q: 3 clusters Score -8108768 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -8108913.500000 Penalty: 5304.274414
	Iteration 28Q: 3 clusters Score -8108914 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -8109079.500000 Penalty: 5304.274414
	Iteration 29Q: 3 clusters Score -8109080 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -8109159.000000 Penalty: 5304.274414
	Iteration 30Q: 3 clusters Score -8109159 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -8109217.000000 Penalty: 5304.274414
	Iteration 31Q: 3 clusters Score -8109217 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -8109290.500000 Penalty: 5304.274414
	Iteration 32Q: 3 clusters Score -8109290 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -8109350.000000 Penalty: 5304.274414
	Iteration 33Q: 3 clusters Score -8109350 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -8109409.000000 Penalty: 5304.274414
	Iteration 34Q: 3 clusters Score -8109409 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -8109490.500000 Penalty: 5304.274414
	Iteration 35Q: 3 clusters Score -8109490 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -8109559.000000 Penalty: 5304.274414
	Iteration 36Q: 3 clusters Score -8109559 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -8109607.000000 Penalty: 5304.274414
	Iteration 37Q: 3 clusters Score -8109607 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -8109683.500000 Penalty: 5304.274414
	Iteration 38Q: 3 clusters Score -8109684 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -8109741.000000 Penalty: 5304.274414
	Iteration 39Q: 3 clusters Score -8109741 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -8109801.000000 Penalty: 5304.274414
	Iteration 40F: 3 clusters Score -8109801 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -8109882.000000 Penalty: 5304.274414
	Iteration 41Q: 3 clusters Score -8109882 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -8109945.000000 Penalty: 5304.274414
	Iteration 42Q: 3 clusters Score -8109945 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -8110020.000000 Penalty: 5304.274414
	Iteration 43Q: 3 clusters Score -8110020 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -8110054.000000 Penalty: 5304.274414
	Iteration 44Q: 3 clusters Score -8110054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -8110107.500000 Penalty: 5304.274414
	Iteration 45Q: 3 clusters Score -8110108 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -8110146.500000 Penalty: 5304.274414
	Iteration 46Q: 3 clusters Score -8110146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -8110163.000000 Penalty: 5304.274414
	Iteration 47Q: 3 clusters Score -8110163 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -8110206.500000 Penalty: 5304.274414
	Iteration 48Q: 3 clusters Score -8110206 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -8110241.500000 Penalty: 5304.274414
	Iteration 49Q: 3 clusters Score -8110242 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -8110264.000000 Penalty: 5304.274414
	Iteration 50Q: 3 clusters Score -8110264 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -8110269.000000 Penalty: 5304.274414
	Iteration 51Q: 3 clusters Score -8110269 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -8110275.000000 Penalty: 5304.274414
	Iteration 52Q: 3 clusters Score -8110275 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -8110301.500000 Penalty: 5304.274414
	Iteration 53Q: 3 clusters Score -8110302 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -8110310.000000 Penalty: 5304.274414
	Iteration 54Q: 3 clusters Score -8110310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -8110320.000000 Penalty: 5304.274414
	Iteration 55Q: 3 clusters Score -8110320 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -8110314.000000 Penalty: 5304.274414
	Iteration 56Q: 3 clusters Score -8110314 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -8110317.000000 Penalty: 5304.274414
	Iteration 57Q: 3 clusters Score -8110317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -8110319.500000 Penalty: 5304.274414
	Iteration 58Q: 3 clusters Score -8110320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -8110313.500000 Penalty: 5304.274414
	Iteration 59Q: 3 clusters Score -8110314 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -8110312.000000 Penalty: 5304.274414
	Iteration 60F: 3 clusters Score -8110312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -8110328.500000 Penalty: 5304.274414
	Iteration 61Q: 3 clusters Score -8110328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -8110337.000000 Penalty: 5304.274414
	Iteration 62Q: 3 clusters Score -8110337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -8110331.000000 Penalty: 5304.274414
	Iteration 63Q: 3 clusters Score -8110331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -8110344.500000 Penalty: 5304.274414
	Iteration 64Q: 3 clusters Score -8110344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8110356.000000 Penalty: 5304.274414
	Iteration 65Q: 3 clusters Score -8110356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -8110359.000000 Penalty: 5304.274414
	Iteration 66Q: 3 clusters Score -8110359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -8110353.000000 Penalty: 5304.274414
	Iteration 67Q: 3 clusters Score -8110353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -8110347.000000 Penalty: 5304.274414
	Iteration 68Q: 3 clusters Score -8110347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8110352.000000 Penalty: 5304.274414
	Iteration 69Q: 3 clusters Score -8110352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -8110346.000000 Penalty: 5304.274414
	Iteration 70Q: 3 clusters Score -8110346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -8110347.500000 Penalty: 5304.274414
	Iteration 71Q: 3 clusters Score -8110348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -8110353.000000 Penalty: 5304.274414
	Iteration 72Q: 3 clusters Score -8110353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -8110369.000000 Penalty: 5304.274414
	Iteration 73Q: 3 clusters Score -8110369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -8110371.500000 Penalty: 5304.274414
	Iteration 74Q: 3 clusters Score -8110372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8110373.500000 Penalty: 5304.274414
	Iteration 75Q: 3 clusters Score -8110374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -8110365.500000 Penalty: 5304.274414
	Iteration 76Q: 3 clusters Score -8110366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -8110374.000000 Penalty: 5304.274414
	Iteration 77Q: 3 clusters Score -8110374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8110378.500000 Penalty: 5304.274414
	Iteration 78Q: 3 clusters Score -8110378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8110394.500000 Penalty: 5304.274414
	Iteration 79Q: 3 clusters Score -8110394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -8110401.000000 Penalty: 5304.274414
	Iteration 80F: 3 clusters Score -8110401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8110410.000000 Penalty: 5304.274414
	Iteration 81Q: 3 clusters Score -8110410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8110395.500000 Penalty: 5304.274414
	Iteration 82Q: 3 clusters Score -8110396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -8110401.500000 Penalty: 5304.274414
	Iteration 83Q: 3 clusters Score -8110402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -8110379.500000 Penalty: 5304.274414
	Iteration 84Q: 3 clusters Score -8110380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -8110380.000000 Penalty: 5304.274414
	Iteration 85Q: 3 clusters Score -8110380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8110376.000000 Penalty: 5304.274414
	Iteration 86Q: 3 clusters Score -8110376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -8110374.000000 Penalty: 5304.274414
	Iteration 87Q: 3 clusters Score -8110374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8110362.500000 Penalty: 5304.274414
	Iteration 88Q: 3 clusters Score -8110362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -8110363.500000 Penalty: 5304.274414
	Iteration 89Q: 3 clusters Score -8110364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -8110361.500000 Penalty: 5304.274414
	Iteration 90Q: 3 clusters Score -8110362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -8110361.500000 Penalty: 5304.274414
	Iteration 91Q: 3 clusters Score -8110362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8110368.500000 Penalty: 5304.274414
	Iteration 92Q: 3 clusters Score -8110368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8110369.500000 Penalty: 5304.274414
	Iteration 93Q: 3 clusters Score -8110370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -8110366.500000 Penalty: 5304.274414
	Iteration 94Q: 3 clusters Score -8110366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -8110364.500000 Penalty: 5304.274414
	Iteration 95Q: 3 clusters Score -8110364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -8110365.500000 Penalty: 5304.274414
	Iteration 96Q: 3 clusters Score -8110366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -8110364.500000 Penalty: 5304.274414
	Iteration 97Q: 3 clusters Score -8110364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -8110372.000000 Penalty: 5304.274414
	Iteration 98Q: 3 clusters Score -8110372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -8110377.500000 Penalty: 5304.274414
	Iteration 99Q: 3 clusters Score -8110378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8110382.000000 Penalty: 5304.274414
	Iteration 100F: 3 clusters Score -8110382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -8110374.500000 Penalty: 5304.274414
	Iteration 101Q: 3 clusters Score -8110374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8110370.500000 Penalty: 5304.274414
	Iteration 102Q: 3 clusters Score -8110370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -8110385.000000 Penalty: 5304.274414
	Iteration 103Q: 3 clusters Score -8110385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -8110385.000000 Penalty: 5304.274414
	Iteration 104Q: 3 clusters Score -8110385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8110387.500000 Penalty: 5304.274414
	Iteration 105Q: 3 clusters Score -8110388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8110395.500000 Penalty: 5304.274414
	Iteration 106Q: 3 clusters Score -8110396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8110399.500000 Penalty: 5304.274414
	Iteration 107Q: 3 clusters Score -8110400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8110398.500000 Penalty: 5304.274414
	Iteration 108Q: 3 clusters Score -8110398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -8110392.000000 Penalty: 5304.274414
	Iteration 109Q: 3 clusters Score -8110392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -8110380.500000 Penalty: 5304.274414
	Iteration 110Q: 3 clusters Score -8110380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8110385.000000 Penalty: 5304.274414
	Iteration 111Q: 3 clusters Score -8110385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -8110393.000000 Penalty: 5304.274414
	Iteration 112Q: 3 clusters Score -8110393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -8110394.000000 Penalty: 5304.274414
	Iteration 113Q: 3 clusters Score -8110394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -8110386.500000 Penalty: 5304.274414
	Iteration 114Q: 3 clusters Score -8110386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8110392.000000 Penalty: 5304.274414
	Iteration 115Q: 3 clusters Score -8110392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8110392.000000 Penalty: 5304.274414
	Iteration 116Q: 3 clusters Score -8110392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -8110400.500000 Penalty: 5304.274414
	Iteration 117Q: 3 clusters Score -8110400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8110402.500000 Penalty: 5304.274414
	Iteration 118Q: 3 clusters Score -8110402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8110398.000000 Penalty: 5304.274414
	Iteration 119Q: 3 clusters Score -8110398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8110401.500000 Penalty: 5304.274414
	Iteration 120F: 3 clusters Score -8110402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8110407.500000 Penalty: 5304.274414
	Iteration 121Q: 3 clusters Score -8110408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -8110407.500000 Penalty: 5304.274414
	Iteration 122Q: 3 clusters Score -8110408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -8110412.000000 Penalty: 5304.274414
	Iteration 123Q: 3 clusters Score -8110412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -8110405.000000 Penalty: 5304.274414
	Iteration 124Q: 3 clusters Score -8110405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8110410.000000 Penalty: 5304.274414
	Iteration 125Q: 3 clusters Score -8110410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8110407.500000 Penalty: 5304.274414
	Iteration 126Q: 3 clusters Score -8110408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -8110401.500000 Penalty: 5304.274414
	Iteration 127Q: 3 clusters Score -8110402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8110400.500000 Penalty: 5304.274414
	Iteration 128Q: 3 clusters Score -8110400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8110403.000000 Penalty: 5304.274414
	Iteration 129Q: 3 clusters Score -8110403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8110404.000000 Penalty: 5304.274414
	Iteration 130Q: 3 clusters Score -8110404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8110403.500000 Penalty: 5304.274414
	Iteration 131Q: 3 clusters Score -8110404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8110406.000000 Penalty: 5304.274414
	Iteration 132Q: 3 clusters Score -8110406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8110403.500000 Penalty: 5304.274414
	Iteration 133Q: 3 clusters Score -8110404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -8110400.000000 Penalty: 5304.274414
	Iteration 134Q: 3 clusters Score -8110400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -8110397.500000 Penalty: 5304.274414
	Iteration 135Q: 3 clusters Score -8110398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8110403.000000 Penalty: 5304.274414
	Iteration 136Q: 3 clusters Score -8110403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8110403.000000 Penalty: 5304.274414
	Iteration 137F: 3 clusters Score -8110403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -77680.875000 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -77680.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76159.882812 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -76159.88 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76480.531250 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -76480.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76623.390625 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -76623.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76716.304688 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -76716.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76774.671875 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -76774.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76834.000000 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -76834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76866.625000 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -76866.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76877.703125 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -76877.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76882.664062 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -76882.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76885.835938 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -76885.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76885.835938 Penalty: 3172.049805
	Iteration 10F: 3 clusters Score -76885.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Entering Unmasked Estep 
Score: -8592300.000000 Penalty: 2664.308350
	Iteration 0F: 2 clusters Score -8592300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -8562476.000000 Penalty: 5328.616699
	Iteration 0F: 3 clusters Score -8562476 nChanged 21417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -8574387.000000 Penalty: 5328.616699
	Iteration 1F: 3 clusters Score -8574387 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8574812.000000 Penalty: 5328.616699
	Iteration 2Q: 3 clusters Score -8574812 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -8575172.000000 Penalty: 5328.616699
	Iteration 3Q: 3 clusters Score -8575172 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -8575461.000000 Penalty: 5328.616699
	Iteration 4Q: 3 clusters Score -8575461 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -8575787.000000 Penalty: 5328.616699
	Iteration 5Q: 3 clusters Score -8575787 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -8576197.000000 Penalty: 5328.616699
	Iteration 6Q: 3 clusters Score -8576197 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -8576673.000000 Penalty: 5328.616699
	Iteration 7Q: 3 clusters Score -8576673 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -8577326.000000 Penalty: 5328.616699
	Iteration 8Q: 3 clusters Score -8577326 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -8578350.000000 Penalty: 5328.616699
	Iteration 9Q: 3 clusters Score -8578350 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -8579710.000000 Penalty: 5328.616699
	Iteration 10F: 3 clusters Score -8579710 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -8581571.000000 Penalty: 5328.616699
	Iteration 11F: 3 clusters Score -8581571 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -8583848.000000 Penalty: 5328.616699
	Iteration 12F: 3 clusters Score -8583848 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -8586366.000000 Penalty: 5328.616699
	Iteration 13F: 3 clusters Score -8586366 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -8588031.000000 Penalty: 5328.616699
	Iteration 14Q: 3 clusters Score -8588031 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -8588809.000000 Penalty: 5328.616699
	Iteration 15Q: 3 clusters Score -8588809 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -8589236.000000 Penalty: 5328.616699
	Iteration 16Q: 3 clusters Score -8589236 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -8589566.000000 Penalty: 5328.616699
	Iteration 17Q: 3 clusters Score -8589566 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -8589813.000000 Penalty: 5328.616699
	Iteration 18Q: 3 clusters Score -8589813 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -8589988.000000 Penalty: 5328.616699
	Iteration 19Q: 3 clusters Score -8589988 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -8590146.000000 Penalty: 5328.616699
	Iteration 20F: 3 clusters Score -8590146 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -8590267.000000 Penalty: 5328.616699
	Iteration 21Q: 3 clusters Score -8590267 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -8590399.000000 Penalty: 5328.616699
	Iteration 22Q: 3 clusters Score -8590399 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -8590456.000000 Penalty: 5328.616699
	Iteration 23Q: 3 clusters Score -8590456 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -8590571.000000 Penalty: 5328.616699
	Iteration 24Q: 3 clusters Score -8590571 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -8590674.000000 Penalty: 5328.616699
	Iteration 25Q: 3 clusters Score -8590674 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -8590757.000000 Penalty: 5328.616699
	Iteration 26Q: 3 clusters Score -8590757 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -8590837.000000 Penalty: 5328.616699
	Iteration 27Q: 3 clusters Score -8590837 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -8590866.000000 Penalty: 5328.616699
	Iteration 28Q: 3 clusters Score -8590866 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -8590927.000000 Penalty: 5328.616699
	Iteration 29Q: 3 clusters Score -8590927 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -8590962.000000 Penalty: 5328.616699
	Iteration 30Q: 3 clusters Score -8590962 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -8590989.000000 Penalty: 5328.616699
	Iteration 31Q: 3 clusters Score -8590989 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -8591019.000000 Penalty: 5328.616699
	Iteration 32Q: 3 clusters Score -8591019 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -8591044.000000 Penalty: 5328.616699
	Iteration 33Q: 3 clusters Score -8591044 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -8591082.000000 Penalty: 5328.616699
	Iteration 34Q: 3 clusters Score -8591082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -8591108.000000 Penalty: 5328.616699
	Iteration 35Q: 3 clusters Score -8591108 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -8591128.000000 Penalty: 5328.616699
	Iteration 36Q: 3 clusters Score -8591128 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -8591171.000000 Penalty: 5328.616699
	Iteration 37Q: 3 clusters Score -8591171 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -8591201.000000 Penalty: 5328.616699
	Iteration 38Q: 3 clusters Score -8591201 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -8591216.000000 Penalty: 5328.616699
	Iteration 39Q: 3 clusters Score -8591216 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -8591243.000000 Penalty: 5328.616699
	Iteration 40F: 3 clusters Score -8591243 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -8591272.000000 Penalty: 5328.616699
	Iteration 41Q: 3 clusters Score -8591272 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -8591290.000000 Penalty: 5328.616699
	Iteration 42Q: 3 clusters Score -8591290 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -8591313.000000 Penalty: 5328.616699
	Iteration 43Q: 3 clusters Score -8591313 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -8591303.000000 Penalty: 5328.616699
	Iteration 44Q: 3 clusters Score -8591303 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8591311.000000 Penalty: 5328.616699
	Iteration 45Q: 3 clusters Score -8591311 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -8591325.000000 Penalty: 5328.616699
	Iteration 46Q: 3 clusters Score -8591325 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -8591314.000000 Penalty: 5328.616699
	Iteration 47Q: 3 clusters Score -8591314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -8591349.000000 Penalty: 5328.616699
	Iteration 48Q: 3 clusters Score -8591349 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -8591354.000000 Penalty: 5328.616699
	Iteration 49Q: 3 clusters Score -8591354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -8591364.000000 Penalty: 5328.616699
	Iteration 50Q: 3 clusters Score -8591364 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -8591348.000000 Penalty: 5328.616699
	Iteration 51Q: 3 clusters Score -8591348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -8591360.000000 Penalty: 5328.616699
	Iteration 52Q: 3 clusters Score -8591360 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -8591324.000000 Penalty: 5328.616699
	Iteration 53Q: 3 clusters Score -8591324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -8591304.000000 Penalty: 5328.616699
	Iteration 54Q: 3 clusters Score -8591304 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8591316.000000 Penalty: 5328.616699
	Iteration 55Q: 3 clusters Score -8591316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -8591317.000000 Penalty: 5328.616699
	Iteration 56Q: 3 clusters Score -8591317 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -8591295.000000 Penalty: 5328.616699
	Iteration 57Q: 3 clusters Score -8591295 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -8591289.000000 Penalty: 5328.616699
	Iteration 58Q: 3 clusters Score -8591289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -8591277.000000 Penalty: 5328.616699
	Iteration 59Q: 3 clusters Score -8591277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -8591266.000000 Penalty: 5328.616699
	Iteration 60F: 3 clusters Score -8591266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -8591260.000000 Penalty: 5328.616699
	Iteration 61Q: 3 clusters Score -8591260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -8591254.000000 Penalty: 5328.616699
	Iteration 62Q: 3 clusters Score -8591254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -8591245.000000 Penalty: 5328.616699
	Iteration 63Q: 3 clusters Score -8591245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8591236.000000 Penalty: 5328.616699
	Iteration 64Q: 3 clusters Score -8591236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8591246.000000 Penalty: 5328.616699
	Iteration 65Q: 3 clusters Score -8591246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -8591229.000000 Penalty: 5328.616699
	Iteration 66Q: 3 clusters Score -8591229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -8591235.000000 Penalty: 5328.616699
	Iteration 67Q: 3 clusters Score -8591235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -8591231.000000 Penalty: 5328.616699
	Iteration 68Q: 3 clusters Score -8591231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -8591212.000000 Penalty: 5328.616699
	Iteration 69Q: 3 clusters Score -8591212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8591212.000000 Penalty: 5328.616699
	Iteration 70Q: 3 clusters Score -8591212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -8591211.000000 Penalty: 5328.616699
	Iteration 71Q: 3 clusters Score -8591211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -8591212.000000 Penalty: 5328.616699
	Iteration 72Q: 3 clusters Score -8591212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8591195.000000 Penalty: 5328.616699
	Iteration 73Q: 3 clusters Score -8591195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -8591197.000000 Penalty: 5328.616699
	Iteration 74Q: 3 clusters Score -8591197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -8591181.000000 Penalty: 5328.616699
	Iteration 75Q: 3 clusters Score -8591181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -8591179.000000 Penalty: 5328.616699
	Iteration 76Q: 3 clusters Score -8591179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8591172.000000 Penalty: 5328.616699
	Iteration 77Q: 3 clusters Score -8591172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8591173.000000 Penalty: 5328.616699
	Iteration 78Q: 3 clusters Score -8591173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -8591169.000000 Penalty: 5328.616699
	Iteration 79Q: 3 clusters Score -8591169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -8591167.000000 Penalty: 5328.616699
	Iteration 80F: 3 clusters Score -8591167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -8591158.000000 Penalty: 5328.616699
	Iteration 81Q: 3 clusters Score -8591158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8591142.000000 Penalty: 5328.616699
	Iteration 82Q: 3 clusters Score -8591142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -8591146.000000 Penalty: 5328.616699
	Iteration 83Q: 3 clusters Score -8591146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -8591154.000000 Penalty: 5328.616699
	Iteration 84Q: 3 clusters Score -8591154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -8591158.000000 Penalty: 5328.616699
	Iteration 85Q: 3 clusters Score -8591158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -8591147.000000 Penalty: 5328.616699
	Iteration 86Q: 3 clusters Score -8591147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -8591147.000000 Penalty: 5328.616699
	Iteration 87Q: 3 clusters Score -8591147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -8591156.000000 Penalty: 5328.616699
	Iteration 88Q: 3 clusters Score -8591156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -8591145.000000 Penalty: 5328.616699
	Iteration 89Q: 3 clusters Score -8591145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8591151.000000 Penalty: 5328.616699
	Iteration 90Q: 3 clusters Score -8591151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -8591144.000000 Penalty: 5328.616699
	Iteration 91Q: 3 clusters Score -8591144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -8591142.000000 Penalty: 5328.616699
	Iteration 92Q: 3 clusters Score -8591142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -8591153.000000 Penalty: 5328.616699
	Iteration 93Q: 3 clusters Score -8591153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -8591152.000000 Penalty: 5328.616699
	Iteration 94Q: 3 clusters Score -8591152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -8591142.000000 Penalty: 5328.616699
	Iteration 95Q: 3 clusters Score -8591142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8591137.000000 Penalty: 5328.616699
	Iteration 96Q: 3 clusters Score -8591137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -8591136.000000 Penalty: 5328.616699
	Iteration 97Q: 3 clusters Score -8591136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -8591133.000000 Penalty: 5328.616699
	Iteration 98Q: 3 clusters Score -8591133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -8591138.000000 Penalty: 5328.616699
	Iteration 99Q: 3 clusters Score -8591138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -8591128.000000 Penalty: 5328.616699
	Iteration 100F: 3 clusters Score -8591128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -8591136.000000 Penalty: 5328.616699
	Iteration 101Q: 3 clusters Score -8591136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -8591120.000000 Penalty: 5328.616699
	Iteration 102Q: 3 clusters Score -8591120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -8591116.000000 Penalty: 5328.616699
	Iteration 103Q: 3 clusters Score -8591116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -8591111.000000 Penalty: 5328.616699
	Iteration 104Q: 3 clusters Score -8591111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -8591120.000000 Penalty: 5328.616699
	Iteration 105Q: 3 clusters Score -8591120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -8591121.000000 Penalty: 5328.616699
	Iteration 106Q: 3 clusters Score -8591121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -8591114.000000 Penalty: 5328.616699
	Iteration 107Q: 3 clusters Score -8591114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -8591121.000000 Penalty: 5328.616699
	Iteration 108Q: 3 clusters Score -8591121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8591113.000000 Penalty: 5328.616699
	Iteration 109Q: 3 clusters Score -8591113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -8591114.000000 Penalty: 5328.616699
	Iteration 110Q: 3 clusters Score -8591114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -8591120.000000 Penalty: 5328.616699
	Iteration 111Q: 3 clusters Score -8591120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -8591116.000000 Penalty: 5328.616699
	Iteration 112Q: 3 clusters Score -8591116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -8591120.000000 Penalty: 5328.616699
	Iteration 113Q: 3 clusters Score -8591120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -8591129.000000 Penalty: 5328.616699
	Iteration 114Q: 3 clusters Score -8591129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8591126.000000 Penalty: 5328.616699
	Iteration 115Q: 3 clusters Score -8591126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8591123.000000 Penalty: 5328.616699
	Iteration 116Q: 3 clusters Score -8591123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8591113.000000 Penalty: 5328.616699
	Iteration 117Q: 3 clusters Score -8591113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -8591116.000000 Penalty: 5328.616699
	Iteration 118Q: 3 clusters Score -8591116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -8591120.000000 Penalty: 5328.616699
	Iteration 119Q: 3 clusters Score -8591120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -8591132.000000 Penalty: 5328.616699
	Iteration 120F: 3 clusters Score -8591132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -8591130.000000 Penalty: 5328.616699
	Iteration 121Q: 3 clusters Score -8591130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -8591131.000000 Penalty: 5328.616699
	Iteration 122Q: 3 clusters Score -8591131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -8591123.000000 Penalty: 5328.616699
	Iteration 123Q: 3 clusters Score -8591123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -8591125.000000 Penalty: 5328.616699
	Iteration 124Q: 3 clusters Score -8591125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -8591129.000000 Penalty: 5328.616699
	Iteration 125Q: 3 clusters Score -8591129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8591118.000000 Penalty: 5328.616699
	Iteration 126Q: 3 clusters Score -8591118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -8591119.000000 Penalty: 5328.616699
	Iteration 127Q: 3 clusters Score -8591119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -8591121.000000 Penalty: 5328.616699
	Iteration 128Q: 3 clusters Score -8591121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -8591119.000000 Penalty: 5328.616699
	Iteration 129Q: 3 clusters Score -8591119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -8591123.000000 Penalty: 5328.616699
	Iteration 130Q: 3 clusters Score -8591123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -8591115.000000 Penalty: 5328.616699
	Iteration 131Q: 3 clusters Score -8591115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -8591115.000000 Penalty: 5328.616699
	Iteration 132Q: 3 clusters Score -8591115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -8591115.000000 Penalty: 5328.616699
	Iteration 133Q: 3 clusters Score -8591115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -8591122.000000 Penalty: 5328.616699
	Iteration 134Q: 3 clusters Score -8591122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -8591122.000000 Penalty: 5328.616699
	Iteration 135F: 3 clusters Score -8591122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Entering Unmasked Estep 
Score: -8429548.000000 Penalty: 2660.313477
	Iteration 0F: 2 clusters Score -8429548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -8399665.000000 Penalty: 5320.626953
	Iteration 0F: 3 clusters Score -8399665 nChanged 20842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -8411400.000000 Penalty: 5320.626953
	Iteration 1F: 3 clusters Score -8411400 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -8412396.000000 Penalty: 5320.626953
	Iteration 2Q: 3 clusters Score -8412396 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -8413854.000000 Penalty: 5320.626953
	Iteration 3F: 3 clusters Score -8413854 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -8415658.000000 Penalty: 5320.626953
	Iteration 4F: 3 clusters Score -8415658 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -8417849.000000 Penalty: 5320.626953
	Iteration 5F: 3 clusters Score -8417849 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -8420108.000000 Penalty: 5320.626953
	Iteration 6F: 3 clusters Score -8420108 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -8422272.000000 Penalty: 5320.626953
	Iteration 7F: 3 clusters Score -8422272 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -8423766.000000 Penalty: 5320.626953
	Iteration 8F: 3 clusters Score -8423766 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -8424728.000000 Penalty: 5320.626953
	Iteration 9Q: 3 clusters Score -8424728 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -8425337.000000 Penalty: 5320.626953
	Iteration 10Q: 3 clusters Score -8425337 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -8425808.000000 Penalty: 5320.626953
	Iteration 11Q: 3 clusters Score -8425808 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -8426180.000000 Penalty: 5320.626953
	Iteration 12Q: 3 clusters Score -8426180 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -8426470.000000 Penalty: 5320.626953
	Iteration 13Q: 3 clusters Score -8426470 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -8426719.000000 Penalty: 5320.626953
	Iteration 14Q: 3 clusters Score -8426719 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -8426927.000000 Penalty: 5320.626953
	Iteration 15Q: 3 clusters Score -8426927 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -8427127.000000 Penalty: 5320.626953
	Iteration 16Q: 3 clusters Score -8427127 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -8427311.000000 Penalty: 5320.626953
	Iteration 17Q: 3 clusters Score -8427311 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -8427479.000000 Penalty: 5320.626953
	Iteration 18Q: 3 clusters Score -8427479 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -8427605.000000 Penalty: 5320.626953
	Iteration 19Q: 3 clusters Score -8427605 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -8427695.000000 Penalty: 5320.626953
	Iteration 20F: 3 clusters Score -8427695 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -8427828.000000 Penalty: 5320.626953
	Iteration 21Q: 3 clusters Score -8427828 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -8427924.000000 Penalty: 5320.626953
	Iteration 22Q: 3 clusters Score -8427924 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -8427981.000000 Penalty: 5320.626953
	Iteration 23Q: 3 clusters Score -8427981 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -8428054.000000 Penalty: 5320.626953
	Iteration 24Q: 3 clusters Score -8428054 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -8428123.000000 Penalty: 5320.626953
	Iteration 25Q: 3 clusters Score -8428123 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -8428214.000000 Penalty: 5320.626953
	Iteration 26Q: 3 clusters Score -8428214 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -8428283.000000 Penalty: 5320.626953
	Iteration 27Q: 3 clusters Score -8428283 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -8428337.000000 Penalty: 5320.626953
	Iteration 28Q: 3 clusters Score -8428337 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8428402.000000 Penalty: 5320.626953
	Iteration 29Q: 3 clusters Score -8428402 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -8428494.000000 Penalty: 5320.626953
	Iteration 30Q: 3 clusters Score -8428494 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -8428545.000000 Penalty: 5320.626953
	Iteration 31Q: 3 clusters Score -8428545 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -8428582.000000 Penalty: 5320.626953
	Iteration 32Q: 3 clusters Score -8428582 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -8428619.000000 Penalty: 5320.626953
	Iteration 33Q: 3 clusters Score -8428619 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -8428657.000000 Penalty: 5320.626953
	Iteration 34Q: 3 clusters Score -8428657 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -8428695.000000 Penalty: 5320.626953
	Iteration 35Q: 3 clusters Score -8428695 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -8428727.000000 Penalty: 5320.626953
	Iteration 36Q: 3 clusters Score -8428727 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -8428772.000000 Penalty: 5320.626953
	Iteration 37Q: 3 clusters Score -8428772 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -8428828.000000 Penalty: 5320.626953
	Iteration 38Q: 3 clusters Score -8428828 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -8428845.000000 Penalty: 5320.626953
	Iteration 39Q: 3 clusters Score -8428845 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -8428857.000000 Penalty: 5320.626953
	Iteration 40F: 3 clusters Score -8428857 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -8428855.000000 Penalty: 5320.626953
	Iteration 41Q: 3 clusters Score -8428855 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -8428872.000000 Penalty: 5320.626953
	Iteration 42Q: 3 clusters Score -8428872 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -8428908.000000 Penalty: 5320.626953
	Iteration 43Q: 3 clusters Score -8428908 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -8428921.000000 Penalty: 5320.626953
	Iteration 44Q: 3 clusters Score -8428921 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -8428958.000000 Penalty: 5320.626953
	Iteration 45Q: 3 clusters Score -8428958 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -8428947.000000 Penalty: 5320.626953
	Iteration 46Q: 3 clusters Score -8428947 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -8428959.000000 Penalty: 5320.626953
	Iteration 47Q: 3 clusters Score -8428959 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -8428962.000000 Penalty: 5320.626953
	Iteration 48Q: 3 clusters Score -8428962 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -8428950.000000 Penalty: 5320.626953
	Iteration 49Q: 3 clusters Score -8428950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -8428966.000000 Penalty: 5320.626953
	Iteration 50Q: 3 clusters Score -8428966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -8428966.000000 Penalty: 5320.626953
	Iteration 51Q: 3 clusters Score -8428966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -8428961.000000 Penalty: 5320.626953
	Iteration 52Q: 3 clusters Score -8428961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -8428960.000000 Penalty: 5320.626953
	Iteration 53Q: 3 clusters Score -8428960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -8428965.000000 Penalty: 5320.626953
	Iteration 54Q: 3 clusters Score -8428965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -8428981.000000 Penalty: 5320.626953
	Iteration 55Q: 3 clusters Score -8428981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -8429005.000000 Penalty: 5320.626953
	Iteration 56Q: 3 clusters Score -8429005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -8428981.000000 Penalty: 5320.626953
	Iteration 57Q: 3 clusters Score -8428981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -8428988.000000 Penalty: 5320.626953
	Iteration 58Q: 3 clusters Score -8428988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -8429012.000000 Penalty: 5320.626953
	Iteration 59Q: 3 clusters Score -8429012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -8429005.000000 Penalty: 5320.626953
	Iteration 60F: 3 clusters Score -8429005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8428999.000000 Penalty: 5320.626953
	Iteration 61Q: 3 clusters Score -8428999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -8429005.000000 Penalty: 5320.626953
	Iteration 62Q: 3 clusters Score -8429005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -8429001.000000 Penalty: 5320.626953
	Iteration 63Q: 3 clusters Score -8429001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -8429014.000000 Penalty: 5320.626953
	Iteration 64Q: 3 clusters Score -8429014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8429003.000000 Penalty: 5320.626953
	Iteration 65Q: 3 clusters Score -8429003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -8429025.000000 Penalty: 5320.626953
	Iteration 66Q: 3 clusters Score -8429025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -8429021.000000 Penalty: 5320.626953
	Iteration 67Q: 3 clusters Score -8429021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -8429022.000000 Penalty: 5320.626953
	Iteration 68Q: 3 clusters Score -8429022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -8429020.000000 Penalty: 5320.626953
	Iteration 69Q: 3 clusters Score -8429020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -8429025.000000 Penalty: 5320.626953
	Iteration 70Q: 3 clusters Score -8429025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -8429035.000000 Penalty: 5320.626953
	Iteration 71Q: 3 clusters Score -8429035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -8429045.000000 Penalty: 5320.626953
	Iteration 72Q: 3 clusters Score -8429045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8429041.000000 Penalty: 5320.626953
	Iteration 73Q: 3 clusters Score -8429041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -8429042.000000 Penalty: 5320.626953
	Iteration 74Q: 3 clusters Score -8429042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -8429035.000000 Penalty: 5320.626953
	Iteration 75Q: 3 clusters Score -8429035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -8429031.000000 Penalty: 5320.626953
	Iteration 76Q: 3 clusters Score -8429031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -8429028.000000 Penalty: 5320.626953
	Iteration 77Q: 3 clusters Score -8429028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -8429027.000000 Penalty: 5320.626953
	Iteration 78Q: 3 clusters Score -8429027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -8429031.000000 Penalty: 5320.626953
	Iteration 79Q: 3 clusters Score -8429031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -8429025.000000 Penalty: 5320.626953
	Iteration 80F: 3 clusters Score -8429025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8429027.000000 Penalty: 5320.626953
	Iteration 81Q: 3 clusters Score -8429027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8429023.000000 Penalty: 5320.626953
	Iteration 82Q: 3 clusters Score -8429023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -8429017.000000 Penalty: 5320.626953
	Iteration 83Q: 3 clusters Score -8429017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -8429031.000000 Penalty: 5320.626953
	Iteration 84Q: 3 clusters Score -8429031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8429032.000000 Penalty: 5320.626953
	Iteration 85Q: 3 clusters Score -8429032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8429020.000000 Penalty: 5320.626953
	Iteration 86Q: 3 clusters Score -8429020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -8429036.000000 Penalty: 5320.626953
	Iteration 87Q: 3 clusters Score -8429036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -8429037.000000 Penalty: 5320.626953
	Iteration 88Q: 3 clusters Score -8429037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -8429037.000000 Penalty: 5320.626953
	Iteration 89F: 3 clusters Score -8429037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -119550.570312 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -119550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -117820.195312 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -117820.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118236.945312 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -118236.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118501.382812 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -118501.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118734.203125 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -118734.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118842.726562 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -118842.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -118900.523438 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -118900.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118959.625000 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -118959.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -119009.710938 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -119009.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -119033.273438 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -119033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -119037.765625 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -119037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -119038.937500 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -119038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -119038.937500 Penalty: 3301.736328
	Iteration 11F: 3 clusters Score -119038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -161633.078125 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -161633.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -159732.234375 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -159732.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -160114.875000 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -160114.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -160314.718750 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -160314.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -160462.531250 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -160462.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -160599.421875 Penalty: 3421.762451
	Iteration 4F: 3 clusters Score -160599.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -160737.671875 Penalty: 3421.762451
	Iteration 5F: 3 clusters Score -160737.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -160881.750000 Penalty: 3421.762451
	Iteration 6F: 3 clusters Score -160881.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -160978.421875 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -160978.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -161028.187500 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -161028.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -161054.109375 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -161054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161066.781250 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -161066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161077.031250 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -161077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -161083.765625 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -161083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -161083.765625 Penalty: 3421.762451
	Iteration 13F: 3 clusters Score -161083.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -65267.609375 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -65267.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -64072.277344 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -64072.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -64152.917969 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -64152.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -64169.445312 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -64169.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -64176.105469 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -64176.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -64186.101562 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -64186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -64199.902344 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -64199.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -64213.812500 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -64213.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -64222.675781 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -64222.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -64258.035156 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -64258.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -64266.382812 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -64266.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -64285.453125 Penalty: 2834.011475
	Iteration 10Q: 3 clusters Score -64285.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -64300.957031 Penalty: 2834.011475
	Iteration 11Q: 3 clusters Score -64300.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -64316.683594 Penalty: 2834.011475
	Iteration 12Q: 3 clusters Score -64316.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -64322.894531 Penalty: 2834.011475
	Iteration 13Q: 3 clusters Score -64322.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -64322.894531 Penalty: 2834.011475
	Iteration 14F: 3 clusters Score -64322.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49963 members 
Mstep: Class 4 contains 50885 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42132 members 
Mstep: Class 7 contains 42829 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 46425 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 42724 members 
Mstep: Class 14 contains 43273 members 
Mstep: Class 15 contains 45939 members 
Mstep: Class 16 contains 44095 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46313 members 
Mstep: Class 19 contains 45573 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693936.000000 Penalty: 72451.218750
Iteration 359Q: 23 clusters Score -1.066939e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49953 members 
Mstep: Class 4 contains 50892 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42136 members 
Mstep: Class 7 contains 42823 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 46439 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 42722 members 
Mstep: Class 14 contains 43281 members 
Mstep: Class 15 contains 45989 members 
Mstep: Class 16 contains 44091 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 45529 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694192.000000 Penalty: 72451.218750
Iteration 360F: 23 clusters Score -1.066942e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49941 members 
Mstep: Class 4 contains 50938 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42130 members 
Mstep: Class 7 contains 42819 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46457 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30307 members 
Mstep: Class 13 contains 42727 members 
Mstep: Class 14 contains 43282 members 
Mstep: Class 15 contains 45990 members 
Mstep: Class 16 contains 44083 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46286 members 
Mstep: Class 19 contains 45513 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694256.000000 Penalty: 72451.218750
Iteration 361Q: 23 clusters Score -1.066943e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49958 members 
Mstep: Class 4 contains 50974 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42121 members 
Mstep: Class 7 contains 42823 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46470 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30307 members 
Mstep: Class 13 contains 42730 members 
Mstep: Class 14 contains 43282 members 
Mstep: Class 15 contains 45982 members 
Mstep: Class 16 contains 44070 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46267 members 
Mstep: Class 19 contains 45487 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694216.000000 Penalty: 72451.218750
Iteration 362Q: 23 clusters Score -1.066942e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49966 members 
Mstep: Class 4 contains 50999 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42131 members 
Mstep: Class 7 contains 42825 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46472 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30308 members 
Mstep: Class 13 contains 42762 members 
Mstep: Class 14 contains 43284 members 
Mstep: Class 15 contains 45945 members 
Mstep: Class 16 contains 44055 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46268 members 
Mstep: Class 19 contains 45456 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694312.000000 Penalty: 72451.218750
Iteration 363Q: 23 clusters Score -1.066943e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49987 members 
Mstep: Class 4 contains 51000 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42125 members 
Mstep: Class 7 contains 42821 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46519 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 42787 members 
Mstep: Class 14 contains 43295 members 
Mstep: Class 15 contains 45904 members 
Mstep: Class 16 contains 44032 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46270 members 
Mstep: Class 19 contains 45420 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694072.000000 Penalty: 72451.218750
Iteration 364Q: 23 clusters Score -1.066941e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49977 members 
Mstep: Class 4 contains 51018 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42138 members 
Mstep: Class 7 contains 42828 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46541 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30308 members 
Mstep: Class 13 contains 42785 members 
Mstep: Class 14 contains 43306 members 
Mstep: Class 15 contains 45870 members 
Mstep: Class 16 contains 44024 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46268 members 
Mstep: Class 19 contains 45412 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694504.000000 Penalty: 72451.218750
Iteration 365Q: 23 clusters Score -1.066945e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49974 members 
Mstep: Class 4 contains 51024 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42136 members 
Mstep: Class 7 contains 42834 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46536 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30307 members 
Mstep: Class 13 contains 42821 members 
Mstep: Class 14 contains 43323 members 
Mstep: Class 15 contains 45833 members 
Mstep: Class 16 contains 44005 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46249 members 
Mstep: Class 19 contains 45422 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694240.000000 Penalty: 72451.218750
Iteration 366Q: 23 clusters Score -1.066942e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49982 members 
Mstep: Class 4 contains 51005 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42153 members 
Mstep: Class 7 contains 42819 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46510 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30311 members 
Mstep: Class 13 contains 42876 members 
Mstep: Class 14 contains 43338 members 
Mstep: Class 15 contains 45820 members 
Mstep: Class 16 contains 43983 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46241 members 
Mstep: Class 19 contains 45430 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694560.000000 Penalty: 72451.218750
Iteration 367Q: 23 clusters Score -1.066946e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49980 members 
Mstep: Class 4 contains 51012 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42146 members 
Mstep: Class 7 contains 42824 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46485 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30313 members 
Mstep: Class 13 contains 42887 members 
Mstep: Class 14 contains 43343 members 
Mstep: Class 15 contains 45808 members 
Mstep: Class 16 contains 43965 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46255 members 
Mstep: Class 19 contains 45459 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694632.000000 Penalty: 72451.218750
Iteration 368Q: 23 clusters Score -1.066946e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49983 members 
Mstep: Class 4 contains 50995 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42158 members 
Mstep: Class 7 contains 42823 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 46481 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 42871 members 
Mstep: Class 14 contains 43360 members 
Mstep: Class 15 contains 45813 members 
Mstep: Class 16 contains 43970 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46245 members 
Mstep: Class 19 contains 45480 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694672.000000 Penalty: 72451.218750
Iteration 369Q: 23 clusters Score -1.066947e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49983 members 
Mstep: Class 4 contains 50973 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42164 members 
Mstep: Class 7 contains 42824 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 46467 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30318 members 
Mstep: Class 13 contains 42869 members 
Mstep: Class 14 contains 43373 members 
Mstep: Class 15 contains 45819 members 
Mstep: Class 16 contains 43959 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46235 members 
Mstep: Class 19 contains 45528 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695072.000000 Penalty: 72451.218750
Iteration 370Q: 23 clusters Score -1.066951e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49980 members 
Mstep: Class 4 contains 50964 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42165 members 
Mstep: Class 7 contains 42818 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46436 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 42870 members 
Mstep: Class 14 contains 43374 members 
Mstep: Class 15 contains 45843 members 
Mstep: Class 16 contains 43973 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46241 members 
Mstep: Class 19 contains 45549 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695016.000000 Penalty: 72451.218750
Iteration 371Q: 23 clusters Score -1.06695e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49973 members 
Mstep: Class 4 contains 50973 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42161 members 
Mstep: Class 7 contains 42815 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46406 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30323 members 
Mstep: Class 13 contains 42858 members 
Mstep: Class 14 contains 43378 members 
Mstep: Class 15 contains 45870 members 
Mstep: Class 16 contains 43995 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46245 members 
Mstep: Class 19 contains 45566 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695160.000000 Penalty: 72451.218750
Iteration 372Q: 23 clusters Score -1.066952e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49971 members 
Mstep: Class 4 contains 50996 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42156 members 
Mstep: Class 7 contains 42804 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46397 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30328 members 
Mstep: Class 13 contains 42818 members 
Mstep: Class 14 contains 43384 members 
Mstep: Class 15 contains 45892 members 
Mstep: Class 16 contains 44017 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46248 members 
Mstep: Class 19 contains 45568 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695088.000000 Penalty: 72451.218750
Iteration 373Q: 23 clusters Score -1.066951e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49968 members 
Mstep: Class 4 contains 51027 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42145 members 
Mstep: Class 7 contains 42816 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46369 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30326 members 
Mstep: Class 13 contains 42801 members 
Mstep: Class 14 contains 43387 members 
Mstep: Class 15 contains 45898 members 
Mstep: Class 16 contains 44027 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46249 members 
Mstep: Class 19 contains 45561 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695072.000000 Penalty: 72451.218750
Iteration 374Q: 23 clusters Score -1.066951e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49973 members 
Mstep: Class 4 contains 51051 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42132 members 
Mstep: Class 7 contains 42802 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46341 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30324 members 
Mstep: Class 13 contains 42783 members 
Mstep: Class 14 contains 43399 members 
Mstep: Class 15 contains 45916 members 
Mstep: Class 16 contains 44042 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46270 members 
Mstep: Class 19 contains 45544 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695144.000000 Penalty: 72451.218750
Iteration 375Q: 23 clusters Score -1.066951e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49963 members 
Mstep: Class 4 contains 51085 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42119 members 
Mstep: Class 7 contains 42787 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46322 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30321 members 
Mstep: Class 13 contains 42800 members 
Mstep: Class 14 contains 43397 members 
Mstep: Class 15 contains 45916 members 
Mstep: Class 16 contains 44045 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46292 members 
Mstep: Class 19 contains 45541 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695168.000000 Penalty: 72451.218750
Iteration 376Q: 23 clusters Score -1.066952e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49966 members 
Mstep: Class 4 contains 51135 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42102 members 
Mstep: Class 7 contains 42781 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 46303 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30323 members 
Mstep: Class 13 contains 42799 members 
Mstep: Class 14 contains 43401 members 
Mstep: Class 15 contains 45923 members 
Mstep: Class 16 contains 44049 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46295 members 
Mstep: Class 19 contains 45520 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695088.000000 Penalty: 72451.218750
Iteration 377Q: 23 clusters Score -1.066951e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49974 members 
Mstep: Class 4 contains 51185 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42098 members 
Mstep: Class 7 contains 42766 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46283 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30326 members 
Mstep: Class 13 contains 42801 members 
Mstep: Class 14 contains 43390 members 
Mstep: Class 15 contains 45906 members 
Mstep: Class 16 contains 44054 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46281 members 
Mstep: Class 19 contains 45537 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694976.000000 Penalty: 72451.218750
Iteration 378Q: 23 clusters Score -1.06695e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49982 members 
Mstep: Class 4 contains 51211 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42084 members 
Mstep: Class 7 contains 42765 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46268 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30329 members 
Mstep: Class 13 contains 42779 members 
Mstep: Class 14 contains 43384 members 
Mstep: Class 15 contains 45918 members 
Mstep: Class 16 contains 44066 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46271 members 
Mstep: Class 19 contains 45554 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695160.000000 Penalty: 72451.218750
Iteration 379Q: 23 clusters Score -1.066952e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50007 members 
Mstep: Class 4 contains 51259 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42063 members 
Mstep: Class 7 contains 42772 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46269 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30337 members 
Mstep: Class 13 contains 42760 members 
Mstep: Class 14 contains 43362 members 
Mstep: Class 15 contains 45883 members 
Mstep: Class 16 contains 44069 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46276 members 
Mstep: Class 19 contains 45553 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695328.000000 Penalty: 72451.218750
Iteration 380F: 23 clusters Score -1.066953e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50042 members 
Mstep: Class 4 contains 51287 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42066 members 
Mstep: Class 7 contains 42747 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46285 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30345 members 
Mstep: Class 13 contains 42768 members 
Mstep: Class 14 contains 43339 members 
Mstep: Class 15 contains 45867 members 
Mstep: Class 16 contains 44072 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46260 members 
Mstep: Class 19 contains 45535 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695680.000000 Penalty: 72451.218750
Iteration 381Q: 23 clusters Score -1.066957e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50084 members 
Mstep: Class 4 contains 51302 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42080 members 
Mstep: Class 7 contains 42754 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46265 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30348 members 
Mstep: Class 13 contains 42781 members 
Mstep: Class 14 contains 43299 members 
Mstep: Class 15 contains 45861 members 
Mstep: Class 16 contains 44072 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46249 members 
Mstep: Class 19 contains 45515 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695728.000000 Penalty: 72451.218750
Iteration 382Q: 23 clusters Score -1.066957e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50093 members 
Mstep: Class 4 contains 51343 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42076 members 
Mstep: Class 7 contains 42747 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46253 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 42791 members 
Mstep: Class 14 contains 43275 members 
Mstep: Class 15 contains 45845 members 
Mstep: Class 16 contains 44081 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46253 members 
Mstep: Class 19 contains 45521 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695696.000000 Penalty: 72451.218750
Iteration 383Q: 23 clusters Score -1.066957e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50091 members 
Mstep: Class 4 contains 51393 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42076 members 
Mstep: Class 7 contains 42745 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46231 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30349 members 
Mstep: Class 13 contains 42821 members 
Mstep: Class 14 contains 43247 members 
Mstep: Class 15 contains 45831 members 
Mstep: Class 16 contains 44093 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46251 members 
Mstep: Class 19 contains 45514 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695664.000000 Penalty: 72451.218750
Iteration 384Q: 23 clusters Score -1.066957e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50107 members 
Mstep: Class 4 contains 51423 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42064 members 
Mstep: Class 7 contains 42752 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46189 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30350 members 
Mstep: Class 13 contains 42840 members 
Mstep: Class 14 contains 43232 members 
Mstep: Class 15 contains 45814 members 
Mstep: Class 16 contains 44110 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46258 members 
Mstep: Class 19 contains 45512 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695536.000000 Penalty: 72451.218750
Iteration 385Q: 23 clusters Score -1.066955e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50104 members 
Mstep: Class 4 contains 51474 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42050 members 
Mstep: Class 7 contains 42745 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46189 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30351 members 
Mstep: Class 13 contains 42863 members 
Mstep: Class 14 contains 43210 members 
Mstep: Class 15 contains 45785 members 
Mstep: Class 16 contains 44116 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46254 members 
Mstep: Class 19 contains 45509 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695568.000000 Penalty: 72451.218750
Iteration 386Q: 23 clusters Score -1.066956e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50127 members 
Mstep: Class 4 contains 51492 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42055 members 
Mstep: Class 7 contains 42746 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46176 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30349 members 
Mstep: Class 13 contains 42890 members 
Mstep: Class 14 contains 43179 members 
Mstep: Class 15 contains 45774 members 
Mstep: Class 16 contains 44124 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46254 members 
Mstep: Class 19 contains 45473 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695480.000000 Penalty: 72451.218750
Iteration 387Q: 23 clusters Score -1.066955e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50139 members 
Mstep: Class 4 contains 51499 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42065 members 
Mstep: Class 7 contains 42748 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46207 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 42900 members 
Mstep: Class 14 contains 43149 members 
Mstep: Class 15 contains 45744 members 
Mstep: Class 16 contains 44140 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46252 members 
Mstep: Class 19 contains 45434 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695400.000000 Penalty: 72451.218750
Iteration 388Q: 23 clusters Score -1.066954e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50157 members 
Mstep: Class 4 contains 51504 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42076 members 
Mstep: Class 7 contains 42753 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46242 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30350 members 
Mstep: Class 13 contains 42911 members 
Mstep: Class 14 contains 43120 members 
Mstep: Class 15 contains 45720 members 
Mstep: Class 16 contains 44146 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46253 members 
Mstep: Class 19 contains 45405 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695400.000000 Penalty: 72451.218750
Iteration 389Q: 23 clusters Score -1.066954e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50154 members 
Mstep: Class 4 contains 51495 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42081 members 
Mstep: Class 7 contains 42766 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46261 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30355 members 
Mstep: Class 13 contains 42888 members 
Mstep: Class 14 contains 43093 members 
Mstep: Class 15 contains 45730 members 
Mstep: Class 16 contains 44164 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46259 members 
Mstep: Class 19 contains 45406 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695544.000000 Penalty: 72451.218750
Iteration 390Q: 23 clusters Score -1.066955e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50137 members 
Mstep: Class 4 contains 51504 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42095 members 
Mstep: Class 7 contains 42749 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46266 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30355 members 
Mstep: Class 13 contains 42912 members 
Mstep: Class 14 contains 43072 members 
Mstep: Class 15 contains 45695 members 
Mstep: Class 16 contains 44174 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46277 members 
Mstep: Class 19 contains 45413 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695568.000000 Penalty: 72451.218750
Iteration 391Q: 23 clusters Score -1.066956e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50144 members 
Mstep: Class 4 contains 51504 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42101 members 
Mstep: Class 7 contains 42749 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46252 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30357 members 
Mstep: Class 13 contains 42954 members 
Mstep: Class 14 contains 43050 members 
Mstep: Class 15 contains 45682 members 
Mstep: Class 16 contains 44183 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46297 members 
Mstep: Class 19 contains 45394 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695464.000000 Penalty: 72451.218750
Iteration 392Q: 23 clusters Score -1.066955e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50153 members 
Mstep: Class 4 contains 51480 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42114 members 
Mstep: Class 7 contains 42740 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46276 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30361 members 
Mstep: Class 13 contains 43007 members 
Mstep: Class 14 contains 43022 members 
Mstep: Class 15 contains 45651 members 
Mstep: Class 16 contains 44185 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46295 members 
Mstep: Class 19 contains 45388 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695520.000000 Penalty: 72451.218750
Iteration 393Q: 23 clusters Score -1.066955e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50180 members 
Mstep: Class 4 contains 51497 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42108 members 
Mstep: Class 7 contains 42726 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46290 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30360 members 
Mstep: Class 13 contains 43055 members 
Mstep: Class 14 contains 42975 members 
Mstep: Class 15 contains 45631 members 
Mstep: Class 16 contains 44176 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46288 members 
Mstep: Class 19 contains 45374 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695440.000000 Penalty: 72451.218750
Iteration 394Q: 23 clusters Score -1.066954e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50199 members 
Mstep: Class 4 contains 51507 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42116 members 
Mstep: Class 7 contains 42704 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 46271 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30358 members 
Mstep: Class 13 contains 43129 members 
Mstep: Class 14 contains 42946 members 
Mstep: Class 15 contains 45612 members 
Mstep: Class 16 contains 44162 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46286 members 
Mstep: Class 19 contains 45353 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695464.000000 Penalty: 72451.218750
Iteration 395Q: 23 clusters Score -1.066955e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50211 members 
Mstep: Class 4 contains 51531 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42127 members 
Mstep: Class 7 contains 42672 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46252 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30359 members 
Mstep: Class 13 contains 43174 members 
Mstep: Class 14 contains 42928 members 
Mstep: Class 15 contains 45585 members 
Mstep: Class 16 contains 44159 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46275 members 
Mstep: Class 19 contains 45359 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695336.000000 Penalty: 72451.218750
Iteration 396Q: 23 clusters Score -1.066953e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50222 members 
Mstep: Class 4 contains 51551 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42150 members 
Mstep: Class 7 contains 42646 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46210 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30361 members 
Mstep: Class 13 contains 43184 members 
Mstep: Class 14 contains 42912 members 
Mstep: Class 15 contains 45575 members 
Mstep: Class 16 contains 44155 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46272 members 
Mstep: Class 19 contains 45377 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695552.000000 Penalty: 72451.218750
Iteration 397Q: 23 clusters Score -1.066956e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50250 members 
Mstep: Class 4 contains 51575 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42160 members 
Mstep: Class 7 contains 42642 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 46166 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30362 members 
Mstep: Class 13 contains 43177 members 
Mstep: Class 14 contains 42893 members 
Mstep: Class 15 contains 45585 members 
Mstep: Class 16 contains 44146 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46272 members 
Mstep: Class 19 contains 45386 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695672.000000 Penalty: 72451.218750
Iteration 398Q: 23 clusters Score -1.066957e+08 nChanged 1205
Entering ConstructFrom: 
Score: -106695672.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (46601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Entering Unmasked Estep 
Score: -8562896.000000 Penalty: 2665.845459
	Iteration 0F: 2 clusters Score -8562896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -8532627.000000 Penalty: 5331.690918
	Iteration 0F: 3 clusters Score -8532627 nChanged 21479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -8544477.000000 Penalty: 5331.690918
	Iteration 1F: 3 clusters Score -8544477 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -8544970.000000 Penalty: 5331.690918
	Iteration 2Q: 3 clusters Score -8544970 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -8545513.000000 Penalty: 5331.690918
	Iteration 3Q: 3 clusters Score -8545513 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -8546044.000000 Penalty: 5331.690918
	Iteration 4Q: 3 clusters Score -8546044 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -8546768.000000 Penalty: 5331.690918
	Iteration 5Q: 3 clusters Score -8546768 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -8547817.000000 Penalty: 5331.690918
	Iteration 6Q: 3 clusters Score -8547817 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -8549427.000000 Penalty: 5331.690918
	Iteration 7F: 3 clusters Score -8549427 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -8551665.000000 Penalty: 5331.690918
	Iteration 8F: 3 clusters Score -8551665 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -8554610.000000 Penalty: 5331.690918
	Iteration 9F: 3 clusters Score -8554610 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -8557940.000000 Penalty: 5331.690918
	Iteration 10F: 3 clusters Score -8557940 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -8560525.000000 Penalty: 5331.690918
	Iteration 11Q: 3 clusters Score -8560525 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -8561501.000000 Penalty: 5331.690918
	Iteration 12Q: 3 clusters Score -8561501 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -8561827.000000 Penalty: 5331.690918
	Iteration 13Q: 3 clusters Score -8561827 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -8561938.000000 Penalty: 5331.690918
	Iteration 14Q: 3 clusters Score -8561938 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -8561989.000000 Penalty: 5331.690918
	Iteration 15Q: 3 clusters Score -8561989 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -8562031.000000 Penalty: 5331.690918
	Iteration 16Q: 3 clusters Score -8562031 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -8562050.000000 Penalty: 5331.690918
	Iteration 17Q: 3 clusters Score -8562050 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -8562077.000000 Penalty: 5331.690918
	Iteration 18Q: 3 clusters Score -8562077 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -8562106.000000 Penalty: 5331.690918
	Iteration 19Q: 3 clusters Score -8562106 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -8562115.000000 Penalty: 5331.690918
	Iteration 20F: 3 clusters Score -8562115 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -8562132.000000 Penalty: 5331.690918
	Iteration 21Q: 3 clusters Score -8562132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -8562112.000000 Penalty: 5331.690918
	Iteration 22Q: 3 clusters Score -8562112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -8562086.000000 Penalty: 5331.690918
	Iteration 23Q: 3 clusters Score -8562086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -8562090.000000 Penalty: 5331.690918
	Iteration 24Q: 3 clusters Score -8562090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -8562100.000000 Penalty: 5331.690918
	Iteration 25Q: 3 clusters Score -8562100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -8562098.000000 Penalty: 5331.690918
	Iteration 26Q: 3 clusters Score -8562098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -8562121.000000 Penalty: 5331.690918
	Iteration 27Q: 3 clusters Score -8562121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -8562127.000000 Penalty: 5331.690918
	Iteration 28Q: 3 clusters Score -8562127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -8562136.000000 Penalty: 5331.690918
	Iteration 29Q: 3 clusters Score -8562136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -8562140.000000 Penalty: 5331.690918
	Iteration 30Q: 3 clusters Score -8562140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -8562153.000000 Penalty: 5331.690918
	Iteration 31Q: 3 clusters Score -8562153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -8562187.000000 Penalty: 5331.690918
	Iteration 32Q: 3 clusters Score -8562187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -8562190.000000 Penalty: 5331.690918
	Iteration 33Q: 3 clusters Score -8562190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -8562194.000000 Penalty: 5331.690918
	Iteration 34Q: 3 clusters Score -8562194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -8562195.000000 Penalty: 5331.690918
	Iteration 35Q: 3 clusters Score -8562195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -8562205.000000 Penalty: 5331.690918
	Iteration 36Q: 3 clusters Score -8562205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -8562202.000000 Penalty: 5331.690918
	Iteration 37Q: 3 clusters Score -8562202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -8562201.000000 Penalty: 5331.690918
	Iteration 38Q: 3 clusters Score -8562201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -8562211.000000 Penalty: 5331.690918
	Iteration 39Q: 3 clusters Score -8562211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -8562214.000000 Penalty: 5331.690918
	Iteration 40F: 3 clusters Score -8562214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -8562214.000000 Penalty: 5331.690918
	Iteration 41Q: 3 clusters Score -8562214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -8562215.000000 Penalty: 5331.690918
	Iteration 42Q: 3 clusters Score -8562215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -8562213.000000 Penalty: 5331.690918
	Iteration 43Q: 3 clusters Score -8562213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -8562232.000000 Penalty: 5331.690918
	Iteration 44Q: 3 clusters Score -8562232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -8562233.000000 Penalty: 5331.690918
	Iteration 45Q: 3 clusters Score -8562233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -8562225.000000 Penalty: 5331.690918
	Iteration 46Q: 3 clusters Score -8562225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -8562216.000000 Penalty: 5331.690918
	Iteration 47Q: 3 clusters Score -8562216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -8562216.000000 Penalty: 5331.690918
	Iteration 48F: 3 clusters Score -8562216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -18166.832031 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -18166.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17111.449219 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -17111.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17232.421875 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -17232.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17256.103516 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -17256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17258.992188 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -17258.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17263.384766 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -17263.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17265.943359 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -17265.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17272.441406 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -17272.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17301.529297 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -17301.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17321.193359 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -17321.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17336.447266 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -17336.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17343.064453 Penalty: 2730.644531
	Iteration 10Q: 3 clusters Score -17343.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17358.525391 Penalty: 2730.644531
	Iteration 11Q: 3 clusters Score -17358.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17408.611328 Penalty: 2730.644531
	Iteration 12Q: 3 clusters Score -17408.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17424.265625 Penalty: 2730.644531
	Iteration 13Q: 3 clusters Score -17424.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17439.294922 Penalty: 2730.644531
	Iteration 14Q: 3 clusters Score -17439.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17444.292969 Penalty: 2730.644531
	Iteration 15Q: 3 clusters Score -17444.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17444.292969 Penalty: 2730.644531
	Iteration 16F: 3 clusters Score -17444.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Entering Unmasked Estep 
Score: -9363290.000000 Penalty: 2684.551758
	Iteration 0F: 2 clusters Score -9363290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -9333338.000000 Penalty: 5369.103516
	Iteration 0F: 3 clusters Score -9333338 nChanged 23043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -9345965.000000 Penalty: 5369.103516
	Iteration 1F: 3 clusters Score -9345965 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -9346361.000000 Penalty: 5369.103516
	Iteration 2Q: 3 clusters Score -9346361 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -9346656.000000 Penalty: 5369.103516
	Iteration 3Q: 3 clusters Score -9346656 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -9346889.000000 Penalty: 5369.103516
	Iteration 4Q: 3 clusters Score -9346889 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -9347088.000000 Penalty: 5369.103516
	Iteration 5Q: 3 clusters Score -9347088 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -9347300.000000 Penalty: 5369.103516
	Iteration 6Q: 3 clusters Score -9347300 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -9347529.000000 Penalty: 5369.103516
	Iteration 7Q: 3 clusters Score -9347529 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -9347736.000000 Penalty: 5369.103516
	Iteration 8Q: 3 clusters Score -9347736 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -9347922.000000 Penalty: 5369.103516
	Iteration 9Q: 3 clusters Score -9347922 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -9348084.000000 Penalty: 5369.103516
	Iteration 10Q: 3 clusters Score -9348084 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -9348296.000000 Penalty: 5369.103516
	Iteration 11Q: 3 clusters Score -9348296 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -9348542.000000 Penalty: 5369.103516
	Iteration 12Q: 3 clusters Score -9348542 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -9348819.000000 Penalty: 5369.103516
	Iteration 13Q: 3 clusters Score -9348819 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -9349180.000000 Penalty: 5369.103516
	Iteration 14Q: 3 clusters Score -9349180 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -9349574.000000 Penalty: 5369.103516
	Iteration 15Q: 3 clusters Score -9349574 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -9350129.000000 Penalty: 5369.103516
	Iteration 16Q: 3 clusters Score -9350129 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -9350955.000000 Penalty: 5369.103516
	Iteration 17Q: 3 clusters Score -9350955 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -9352202.000000 Penalty: 5369.103516
	Iteration 18Q: 3 clusters Score -9352202 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -9354019.000000 Penalty: 5369.103516
	Iteration 19F: 3 clusters Score -9354019 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -9356277.000000 Penalty: 5369.103516
	Iteration 20F: 3 clusters Score -9356277 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -9358449.000000 Penalty: 5369.103516
	Iteration 21F: 3 clusters Score -9358449 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -9359746.000000 Penalty: 5369.103516
	Iteration 22Q: 3 clusters Score -9359746 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9360451.000000 Penalty: 5369.103516
	Iteration 23Q: 3 clusters Score -9360451 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9360826.000000 Penalty: 5369.103516
	Iteration 24Q: 3 clusters Score -9360826 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9361048.000000 Penalty: 5369.103516
	Iteration 25Q: 3 clusters Score -9361048 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9361130.000000 Penalty: 5369.103516
	Iteration 26Q: 3 clusters Score -9361130 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9361180.000000 Penalty: 5369.103516
	Iteration 27Q: 3 clusters Score -9361180 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9361216.000000 Penalty: 5369.103516
	Iteration 28Q: 3 clusters Score -9361216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9361230.000000 Penalty: 5369.103516
	Iteration 29Q: 3 clusters Score -9361230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9361244.000000 Penalty: 5369.103516
	Iteration 30Q: 3 clusters Score -9361244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9361252.000000 Penalty: 5369.103516
	Iteration 31Q: 3 clusters Score -9361252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9361262.000000 Penalty: 5369.103516
	Iteration 32Q: 3 clusters Score -9361262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9361265.000000 Penalty: 5369.103516
	Iteration 33Q: 3 clusters Score -9361265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9361263.000000 Penalty: 5369.103516
	Iteration 34Q: 3 clusters Score -9361263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9361274.000000 Penalty: 5369.103516
	Iteration 35Q: 3 clusters Score -9361274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9361285.000000 Penalty: 5369.103516
	Iteration 36Q: 3 clusters Score -9361285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9361277.000000 Penalty: 5369.103516
	Iteration 37Q: 3 clusters Score -9361277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9361272.000000 Penalty: 5369.103516
	Iteration 38Q: 3 clusters Score -9361272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9361277.000000 Penalty: 5369.103516
	Iteration 39Q: 3 clusters Score -9361277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9361282.000000 Penalty: 5369.103516
	Iteration 40F: 3 clusters Score -9361282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9361286.000000 Penalty: 5369.103516
	Iteration 41Q: 3 clusters Score -9361286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9361275.000000 Penalty: 5369.103516
	Iteration 42Q: 3 clusters Score -9361275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9361276.000000 Penalty: 5369.103516
	Iteration 43Q: 3 clusters Score -9361276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9361279.000000 Penalty: 5369.103516
	Iteration 44Q: 3 clusters Score -9361279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9361289.000000 Penalty: 5369.103516
	Iteration 45Q: 3 clusters Score -9361289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9361289.000000 Penalty: 5369.103516
	Iteration 46Q: 3 clusters Score -9361289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9361290.000000 Penalty: 5369.103516
	Iteration 47Q: 3 clusters Score -9361290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9361296.000000 Penalty: 5369.103516
	Iteration 48Q: 3 clusters Score -9361296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9361296.000000 Penalty: 5369.103516
	Iteration 49F: 3 clusters Score -9361296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Entering Unmasked Estep 
Score: -9618543.000000 Penalty: 2691.107178
	Iteration 0F: 2 clusters Score -9618543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -9588260.000000 Penalty: 5382.214355
	Iteration 0F: 3 clusters Score -9588260 nChanged 23870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -9601578.000000 Penalty: 5382.214355
	Iteration 1F: 3 clusters Score -9601578 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -9602309.000000 Penalty: 5382.214355
	Iteration 2Q: 3 clusters Score -9602309 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -9603067.000000 Penalty: 5382.214355
	Iteration 3Q: 3 clusters Score -9603067 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -9603932.000000 Penalty: 5382.214355
	Iteration 4Q: 3 clusters Score -9603932 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -9604985.000000 Penalty: 5382.214355
	Iteration 5Q: 3 clusters Score -9604985 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -9606623.000000 Penalty: 5382.214355
	Iteration 6F: 3 clusters Score -9606623 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -9608932.000000 Penalty: 5382.214355
	Iteration 7F: 3 clusters Score -9608932 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -9611344.000000 Penalty: 5382.214355
	Iteration 8F: 3 clusters Score -9611344 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -9612968.000000 Penalty: 5382.214355
	Iteration 9F: 3 clusters Score -9612968 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -9613922.000000 Penalty: 5382.214355
	Iteration 10Q: 3 clusters Score -9613922 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -9614596.000000 Penalty: 5382.214355
	Iteration 11Q: 3 clusters Score -9614596 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -9615160.000000 Penalty: 5382.214355
	Iteration 12Q: 3 clusters Score -9615160 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -9615728.000000 Penalty: 5382.214355
	Iteration 13Q: 3 clusters Score -9615728 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -9616268.000000 Penalty: 5382.214355
	Iteration 14Q: 3 clusters Score -9616268 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -9616775.000000 Penalty: 5382.214355
	Iteration 15Q: 3 clusters Score -9616775 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -9617148.000000 Penalty: 5382.214355
	Iteration 16Q: 3 clusters Score -9617148 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -9617538.000000 Penalty: 5382.214355
	Iteration 17Q: 3 clusters Score -9617538 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -9617824.000000 Penalty: 5382.214355
	Iteration 18Q: 3 clusters Score -9617824 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -9618012.000000 Penalty: 5382.214355
	Iteration 19Q: 3 clusters Score -9618012 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -9618001.000000 Penalty: 5382.214355
	Iteration 20F: 3 clusters Score -9618001 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -9618091.000000 Penalty: 5382.214355
	Iteration 21Q: 3 clusters Score -9618091 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -9618039.000000 Penalty: 5382.214355
	Iteration 22Q: 3 clusters Score -9618039 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -9617797.000000 Penalty: 5382.214355
	Iteration 23Q: 3 clusters Score -9617797 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -9617851.000000 Penalty: 5382.214355
	Iteration 24Q: 3 clusters Score -9617851 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -9617746.000000 Penalty: 5382.214355
	Iteration 25Q: 3 clusters Score -9617746 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -9617627.000000 Penalty: 5382.214355
	Iteration 26Q: 3 clusters Score -9617627 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -9617437.000000 Penalty: 5382.214355
	Iteration 27Q: 3 clusters Score -9617437 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -9617286.000000 Penalty: 5382.214355
	Iteration 28Q: 3 clusters Score -9617286 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -9617136.000000 Penalty: 5382.214355
	Iteration 29Q: 3 clusters Score -9617136 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -9617032.000000 Penalty: 5382.214355
	Iteration 30Q: 3 clusters Score -9617032 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -9617022.000000 Penalty: 5382.214355
	Iteration 31Q: 3 clusters Score -9617022 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -9617009.000000 Penalty: 5382.214355
	Iteration 32Q: 3 clusters Score -9617009 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -9617017.000000 Penalty: 5382.214355
	Iteration 33Q: 3 clusters Score -9617017 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -9616978.000000 Penalty: 5382.214355
	Iteration 34Q: 3 clusters Score -9616978 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -9616985.000000 Penalty: 5382.214355
	Iteration 35Q: 3 clusters Score -9616985 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -9616990.000000 Penalty: 5382.214355
	Iteration 36Q: 3 clusters Score -9616990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -9616973.000000 Penalty: 5382.214355
	Iteration 37Q: 3 clusters Score -9616973 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -9616994.000000 Penalty: 5382.214355
	Iteration 38Q: 3 clusters Score -9616994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -9616967.000000 Penalty: 5382.214355
	Iteration 39Q: 3 clusters Score -9616967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -9616974.000000 Penalty: 5382.214355
	Iteration 40F: 3 clusters Score -9616974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -9616987.000000 Penalty: 5382.214355
	Iteration 41Q: 3 clusters Score -9616987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -9616996.000000 Penalty: 5382.214355
	Iteration 42Q: 3 clusters Score -9616996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -9616987.000000 Penalty: 5382.214355
	Iteration 43Q: 3 clusters Score -9616987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -9616967.000000 Penalty: 5382.214355
	Iteration 44Q: 3 clusters Score -9616967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -9616968.000000 Penalty: 5382.214355
	Iteration 45Q: 3 clusters Score -9616968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -9616950.000000 Penalty: 5382.214355
	Iteration 46Q: 3 clusters Score -9616950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -9616953.000000 Penalty: 5382.214355
	Iteration 47Q: 3 clusters Score -9616953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -9616946.000000 Penalty: 5382.214355
	Iteration 48Q: 3 clusters Score -9616946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -9616937.000000 Penalty: 5382.214355
	Iteration 49Q: 3 clusters Score -9616937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -9616943.000000 Penalty: 5382.214355
	Iteration 50Q: 3 clusters Score -9616943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -9616955.000000 Penalty: 5382.214355
	Iteration 51Q: 3 clusters Score -9616955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -9616954.000000 Penalty: 5382.214355
	Iteration 52Q: 3 clusters Score -9616954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -9616952.000000 Penalty: 5382.214355
	Iteration 53Q: 3 clusters Score -9616952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -9616945.000000 Penalty: 5382.214355
	Iteration 54Q: 3 clusters Score -9616945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -9616951.000000 Penalty: 5382.214355
	Iteration 55Q: 3 clusters Score -9616951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -9616951.000000 Penalty: 5382.214355
	Iteration 56Q: 3 clusters Score -9616951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -9616952.000000 Penalty: 5382.214355
	Iteration 57Q: 3 clusters Score -9616952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -9616960.000000 Penalty: 5382.214355
	Iteration 58Q: 3 clusters Score -9616960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -9616949.000000 Penalty: 5382.214355
	Iteration 59Q: 3 clusters Score -9616949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -9616953.000000 Penalty: 5382.214355
	Iteration 60F: 3 clusters Score -9616953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -415009.281250 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -415009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -412135.437500 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -412135.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -412709.000000 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -412709 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -412925.031250 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -412925 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -413097.781250 Penalty: 3861.098877
	Iteration 3F: 3 clusters Score -413097.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -413209.500000 Penalty: 3861.098877
	Iteration 4Q: 3 clusters Score -413209.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -413284.437500 Penalty: 3861.098877
	Iteration 5Q: 3 clusters Score -413284.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -413339.531250 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -413339.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -413392.468750 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -413392.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -413432.000000 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -413432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -413449.125000 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -413449.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -413462.718750 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -413462.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -413471.562500 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -413471.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -413475.531250 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -413475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -413478.343750 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -413478.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -413480.468750 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -413480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -413485.750000 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -413485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -413491.250000 Penalty: 3861.098877
	Iteration 16Q: 3 clusters Score -413491.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -413499.718750 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -413499.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -413506.656250 Penalty: 3861.098877
	Iteration 18Q: 3 clusters Score -413506.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -413509.937500 Penalty: 3861.098877
	Iteration 19Q: 3 clusters Score -413509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -413513.343750 Penalty: 3861.098877
	Iteration 20F: 3 clusters Score -413513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -413515.531250 Penalty: 3861.098877
	Iteration 21Q: 3 clusters Score -413515.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -413518.781250 Penalty: 3861.098877
	Iteration 22Q: 3 clusters Score -413518.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -413523.000000 Penalty: 3861.098877
	Iteration 23Q: 3 clusters Score -413523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -413526.250000 Penalty: 3861.098877
	Iteration 24Q: 3 clusters Score -413526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -413529.000000 Penalty: 3861.098877
	Iteration 25Q: 3 clusters Score -413529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -413530.687500 Penalty: 3861.098877
	Iteration 26Q: 3 clusters Score -413530.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -413533.781250 Penalty: 3861.098877
	Iteration 27Q: 3 clusters Score -413533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -413538.187500 Penalty: 3861.098877
	Iteration 28Q: 3 clusters Score -413538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -413543.593750 Penalty: 3861.098877
	Iteration 29Q: 3 clusters Score -413543.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -413548.812500 Penalty: 3861.098877
	Iteration 30Q: 3 clusters Score -413548.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -413552.687500 Penalty: 3861.098877
	Iteration 31Q: 3 clusters Score -413552.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -413554.312500 Penalty: 3861.098877
	Iteration 32Q: 3 clusters Score -413554.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -413554.562500 Penalty: 3861.098877
	Iteration 33Q: 3 clusters Score -413554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -413554.562500 Penalty: 3861.098877
	Iteration 34F: 3 clusters Score -413554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Entering Unmasked Estep 
Score: -7826019.500000 Penalty: 2641.267090
	Iteration 0F: 2 clusters Score -7826020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -7797822.500000 Penalty: 5282.534180
	Iteration 0F: 3 clusters Score -7797822 nChanged 19249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -7808693.500000 Penalty: 5282.534180
	Iteration 1F: 3 clusters Score -7808694 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -7809689.500000 Penalty: 5282.534180
	Iteration 2F: 3 clusters Score -7809690 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -7811277.500000 Penalty: 5282.534180
	Iteration 3F: 3 clusters Score -7811278 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -7813802.000000 Penalty: 5282.534180
	Iteration 4F: 3 clusters Score -7813802 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -7816924.000000 Penalty: 5282.534180
	Iteration 5F: 3 clusters Score -7816924 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -7820063.000000 Penalty: 5282.534180
	Iteration 6F: 3 clusters Score -7820063 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -7822667.500000 Penalty: 5282.534180
	Iteration 7F: 3 clusters Score -7822668 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -7824078.500000 Penalty: 5282.534180
	Iteration 8Q: 3 clusters Score -7824078 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -7824457.500000 Penalty: 5282.534180
	Iteration 9Q: 3 clusters Score -7824458 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -7824647.000000 Penalty: 5282.534180
	Iteration 10Q: 3 clusters Score -7824647 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -7824695.500000 Penalty: 5282.534180
	Iteration 11Q: 3 clusters Score -7824696 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -7824724.500000 Penalty: 5282.534180
	Iteration 12Q: 3 clusters Score -7824724 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7824737.500000 Penalty: 5282.534180
	Iteration 13Q: 3 clusters Score -7824738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -7824738.000000 Penalty: 5282.534180
	Iteration 14Q: 3 clusters Score -7824738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -7824746.500000 Penalty: 5282.534180
	Iteration 15Q: 3 clusters Score -7824746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7824759.000000 Penalty: 5282.534180
	Iteration 16Q: 3 clusters Score -7824759 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -7824774.000000 Penalty: 5282.534180
	Iteration 17Q: 3 clusters Score -7824774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -7824787.500000 Penalty: 5282.534180
	Iteration 18Q: 3 clusters Score -7824788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -7824809.000000 Penalty: 5282.534180
	Iteration 19Q: 3 clusters Score -7824809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -7824805.500000 Penalty: 5282.534180
	Iteration 20F: 3 clusters Score -7824806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -7824811.000000 Penalty: 5282.534180
	Iteration 21Q: 3 clusters Score -7824811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -7824814.000000 Penalty: 5282.534180
	Iteration 22Q: 3 clusters Score -7824814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7824816.000000 Penalty: 5282.534180
	Iteration 23Q: 3 clusters Score -7824816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -7824809.500000 Penalty: 5282.534180
	Iteration 24Q: 3 clusters Score -7824810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -7824812.500000 Penalty: 5282.534180
	Iteration 25Q: 3 clusters Score -7824812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -7824813.000000 Penalty: 5282.534180
	Iteration 26Q: 3 clusters Score -7824813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -7824812.500000 Penalty: 5282.534180
	Iteration 27Q: 3 clusters Score -7824812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -7824814.500000 Penalty: 5282.534180
	Iteration 28Q: 3 clusters Score -7824814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -7824812.500000 Penalty: 5282.534180
	Iteration 29Q: 3 clusters Score -7824812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -7824811.500000 Penalty: 5282.534180
	Iteration 30Q: 3 clusters Score -7824812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -7824814.000000 Penalty: 5282.534180
	Iteration 31Q: 3 clusters Score -7824814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -7824808.500000 Penalty: 5282.534180
	Iteration 32Q: 3 clusters Score -7824808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -7824809.500000 Penalty: 5282.534180
	Iteration 33Q: 3 clusters Score -7824810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -7824815.500000 Penalty: 5282.534180
	Iteration 34Q: 3 clusters Score -7824816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -7824812.500000 Penalty: 5282.534180
	Iteration 35Q: 3 clusters Score -7824812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -7824808.500000 Penalty: 5282.534180
	Iteration 36Q: 3 clusters Score -7824808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -7824807.000000 Penalty: 5282.534180
	Iteration 37Q: 3 clusters Score -7824807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -7824801.000000 Penalty: 5282.534180
	Iteration 38Q: 3 clusters Score -7824801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -7824804.000000 Penalty: 5282.534180
	Iteration 39Q: 3 clusters Score -7824804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -7824805.000000 Penalty: 5282.534180
	Iteration 40F: 3 clusters Score -7824805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -7824806.000000 Penalty: 5282.534180
	Iteration 41Q: 3 clusters Score -7824806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7824803.500000 Penalty: 5282.534180
	Iteration 42Q: 3 clusters Score -7824804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -7824803.500000 Penalty: 5282.534180
	Iteration 43Q: 3 clusters Score -7824804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -7824820.500000 Penalty: 5282.534180
	Iteration 44Q: 3 clusters Score -7824820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -7824814.500000 Penalty: 5282.534180
	Iteration 45Q: 3 clusters Score -7824814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -7824808.500000 Penalty: 5282.534180
	Iteration 46Q: 3 clusters Score -7824808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -7824808.500000 Penalty: 5282.534180
	Iteration 47F: 3 clusters Score -7824808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Entering Unmasked Estep 
Score: -7849890.500000 Penalty: 2643.664551
	Iteration 0F: 2 clusters Score -7849890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -7821194.000000 Penalty: 5287.329102
	Iteration 0F: 3 clusters Score -7821194 nChanged 19579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -7831835.500000 Penalty: 5287.329102
	Iteration 1F: 3 clusters Score -7831836 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -7832334.500000 Penalty: 5287.329102
	Iteration 2Q: 3 clusters Score -7832334 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -7832771.500000 Penalty: 5287.329102
	Iteration 3Q: 3 clusters Score -7832772 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -7833194.000000 Penalty: 5287.329102
	Iteration 4Q: 3 clusters Score -7833194 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -7833709.000000 Penalty: 5287.329102
	Iteration 5Q: 3 clusters Score -7833709 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -7834363.500000 Penalty: 5287.329102
	Iteration 6Q: 3 clusters Score -7834364 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -7835034.500000 Penalty: 5287.329102
	Iteration 7Q: 3 clusters Score -7835034 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -7836029.000000 Penalty: 5287.329102
	Iteration 8Q: 3 clusters Score -7836029 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -7837208.000000 Penalty: 5287.329102
	Iteration 9F: 3 clusters Score -7837208 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -7838575.500000 Penalty: 5287.329102
	Iteration 10F: 3 clusters Score -7838576 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -7840072.000000 Penalty: 5287.329102
	Iteration 11F: 3 clusters Score -7840072 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -7841288.000000 Penalty: 5287.329102
	Iteration 12Q: 3 clusters Score -7841288 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -7842105.000000 Penalty: 5287.329102
	Iteration 13Q: 3 clusters Score -7842105 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -7842612.000000 Penalty: 5287.329102
	Iteration 14Q: 3 clusters Score -7842612 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -7843011.500000 Penalty: 5287.329102
	Iteration 15Q: 3 clusters Score -7843012 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -7843385.000000 Penalty: 5287.329102
	Iteration 16Q: 3 clusters Score -7843385 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -7843715.000000 Penalty: 5287.329102
	Iteration 17Q: 3 clusters Score -7843715 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -7844048.500000 Penalty: 5287.329102
	Iteration 18Q: 3 clusters Score -7844048 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -7844386.500000 Penalty: 5287.329102
	Iteration 19Q: 3 clusters Score -7844386 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -7844726.500000 Penalty: 5287.329102
	Iteration 20F: 3 clusters Score -7844726 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -7844951.000000 Penalty: 5287.329102
	Iteration 21Q: 3 clusters Score -7844951 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -7845179.500000 Penalty: 5287.329102
	Iteration 22Q: 3 clusters Score -7845180 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -7845361.500000 Penalty: 5287.329102
	Iteration 23Q: 3 clusters Score -7845362 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -7845562.500000 Penalty: 5287.329102
	Iteration 24Q: 3 clusters Score -7845562 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -7845741.000000 Penalty: 5287.329102
	Iteration 25Q: 3 clusters Score -7845741 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -7845896.000000 Penalty: 5287.329102
	Iteration 26Q: 3 clusters Score -7845896 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -7846074.000000 Penalty: 5287.329102
	Iteration 27Q: 3 clusters Score -7846074 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -7846192.000000 Penalty: 5287.329102
	Iteration 28Q: 3 clusters Score -7846192 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -7846305.000000 Penalty: 5287.329102
	Iteration 29Q: 3 clusters Score -7846305 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -7846402.500000 Penalty: 5287.329102
	Iteration 30Q: 3 clusters Score -7846402 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -7846496.500000 Penalty: 5287.329102
	Iteration 31Q: 3 clusters Score -7846496 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -7846606.500000 Penalty: 5287.329102
	Iteration 32Q: 3 clusters Score -7846606 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -7846733.000000 Penalty: 5287.329102
	Iteration 33Q: 3 clusters Score -7846733 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -7846815.500000 Penalty: 5287.329102
	Iteration 34Q: 3 clusters Score -7846816 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -7846917.000000 Penalty: 5287.329102
	Iteration 35Q: 3 clusters Score -7846917 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -7846986.000000 Penalty: 5287.329102
	Iteration 36Q: 3 clusters Score -7846986 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -7847077.500000 Penalty: 5287.329102
	Iteration 37Q: 3 clusters Score -7847078 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -7847162.500000 Penalty: 5287.329102
	Iteration 38Q: 3 clusters Score -7847162 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -7847181.500000 Penalty: 5287.329102
	Iteration 39Q: 3 clusters Score -7847182 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -7847249.500000 Penalty: 5287.329102
	Iteration 40F: 3 clusters Score -7847250 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -7847290.500000 Penalty: 5287.329102
	Iteration 41Q: 3 clusters Score -7847290 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -7847355.000000 Penalty: 5287.329102
	Iteration 42Q: 3 clusters Score -7847355 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -7847376.000000 Penalty: 5287.329102
	Iteration 43Q: 3 clusters Score -7847376 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -7847419.000000 Penalty: 5287.329102
	Iteration 44Q: 3 clusters Score -7847419 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -7847452.000000 Penalty: 5287.329102
	Iteration 45Q: 3 clusters Score -7847452 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -7847494.000000 Penalty: 5287.329102
	Iteration 46Q: 3 clusters Score -7847494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7847515.000000 Penalty: 5287.329102
	Iteration 47Q: 3 clusters Score -7847515 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -7847549.500000 Penalty: 5287.329102
	Iteration 48Q: 3 clusters Score -7847550 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -7847571.500000 Penalty: 5287.329102
	Iteration 49Q: 3 clusters Score -7847572 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -7847603.000000 Penalty: 5287.329102
	Iteration 50Q: 3 clusters Score -7847603 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -7847625.000000 Penalty: 5287.329102
	Iteration 51Q: 3 clusters Score -7847625 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -7847638.500000 Penalty: 5287.329102
	Iteration 52Q: 3 clusters Score -7847638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -7847679.500000 Penalty: 5287.329102
	Iteration 53Q: 3 clusters Score -7847680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -7847702.500000 Penalty: 5287.329102
	Iteration 54Q: 3 clusters Score -7847702 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7847719.500000 Penalty: 5287.329102
	Iteration 55Q: 3 clusters Score -7847720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -7847749.500000 Penalty: 5287.329102
	Iteration 56Q: 3 clusters Score -7847750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -7847750.500000 Penalty: 5287.329102
	Iteration 57Q: 3 clusters Score -7847750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -7847777.000000 Penalty: 5287.329102
	Iteration 58Q: 3 clusters Score -7847777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -7847783.500000 Penalty: 5287.329102
	Iteration 59Q: 3 clusters Score -7847784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -7847791.000000 Penalty: 5287.329102
	Iteration 60F: 3 clusters Score -7847791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7847795.000000 Penalty: 5287.329102
	Iteration 61Q: 3 clusters Score -7847795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -7847825.500000 Penalty: 5287.329102
	Iteration 62Q: 3 clusters Score -7847826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -7847842.500000 Penalty: 5287.329102
	Iteration 63Q: 3 clusters Score -7847842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -7847845.000000 Penalty: 5287.329102
	Iteration 64Q: 3 clusters Score -7847845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -7847863.000000 Penalty: 5287.329102
	Iteration 65Q: 3 clusters Score -7847863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -7847863.500000 Penalty: 5287.329102
	Iteration 66Q: 3 clusters Score -7847864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -7847860.000000 Penalty: 5287.329102
	Iteration 67Q: 3 clusters Score -7847860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -7847877.000000 Penalty: 5287.329102
	Iteration 68Q: 3 clusters Score -7847877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -7847873.000000 Penalty: 5287.329102
	Iteration 69Q: 3 clusters Score -7847873 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -7847872.500000 Penalty: 5287.329102
	Iteration 70Q: 3 clusters Score -7847872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -7847880.500000 Penalty: 5287.329102
	Iteration 71Q: 3 clusters Score -7847880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -7847889.500000 Penalty: 5287.329102
	Iteration 72Q: 3 clusters Score -7847890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -7847883.500000 Penalty: 5287.329102
	Iteration 73Q: 3 clusters Score -7847884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -7847891.000000 Penalty: 5287.329102
	Iteration 74Q: 3 clusters Score -7847891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -7847903.000000 Penalty: 5287.329102
	Iteration 75Q: 3 clusters Score -7847903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -7847897.500000 Penalty: 5287.329102
	Iteration 76Q: 3 clusters Score -7847898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -7847893.500000 Penalty: 5287.329102
	Iteration 77Q: 3 clusters Score -7847894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -7847896.500000 Penalty: 5287.329102
	Iteration 78Q: 3 clusters Score -7847896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -7847908.000000 Penalty: 5287.329102
	Iteration 79Q: 3 clusters Score -7847908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -7847922.000000 Penalty: 5287.329102
	Iteration 80F: 3 clusters Score -7847922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -7847919.500000 Penalty: 5287.329102
	Iteration 81Q: 3 clusters Score -7847920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -7847921.000000 Penalty: 5287.329102
	Iteration 82Q: 3 clusters Score -7847921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -7847933.000000 Penalty: 5287.329102
	Iteration 83Q: 3 clusters Score -7847933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -7847933.500000 Penalty: 5287.329102
	Iteration 84Q: 3 clusters Score -7847934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -7847940.500000 Penalty: 5287.329102
	Iteration 85Q: 3 clusters Score -7847940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -7847946.500000 Penalty: 5287.329102
	Iteration 86Q: 3 clusters Score -7847946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -7847936.500000 Penalty: 5287.329102
	Iteration 87Q: 3 clusters Score -7847936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -7847938.500000 Penalty: 5287.329102
	Iteration 88Q: 3 clusters Score -7847938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7847937.500000 Penalty: 5287.329102
	Iteration 89Q: 3 clusters Score -7847938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -7847934.500000 Penalty: 5287.329102
	Iteration 90Q: 3 clusters Score -7847934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -7847931.000000 Penalty: 5287.329102
	Iteration 91Q: 3 clusters Score -7847931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -7847931.500000 Penalty: 5287.329102
	Iteration 92Q: 3 clusters Score -7847932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -7847931.000000 Penalty: 5287.329102
	Iteration 93Q: 3 clusters Score -7847931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -7847932.500000 Penalty: 5287.329102
	Iteration 94Q: 3 clusters Score -7847932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -7847926.000000 Penalty: 5287.329102
	Iteration 95Q: 3 clusters Score -7847926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -7847929.500000 Penalty: 5287.329102
	Iteration 96Q: 3 clusters Score -7847930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -7847936.000000 Penalty: 5287.329102
	Iteration 97Q: 3 clusters Score -7847936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -7847931.000000 Penalty: 5287.329102
	Iteration 98Q: 3 clusters Score -7847931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7847933.000000 Penalty: 5287.329102
	Iteration 99Q: 3 clusters Score -7847933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -7847934.500000 Penalty: 5287.329102
	Iteration 100F: 3 clusters Score -7847934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -7847936.000000 Penalty: 5287.329102
	Iteration 101Q: 3 clusters Score -7847936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -7847935.000000 Penalty: 5287.329102
	Iteration 102Q: 3 clusters Score -7847935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -7847939.500000 Penalty: 5287.329102
	Iteration 103Q: 3 clusters Score -7847940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -7847941.500000 Penalty: 5287.329102
	Iteration 104Q: 3 clusters Score -7847942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -7847950.500000 Penalty: 5287.329102
	Iteration 105Q: 3 clusters Score -7847950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -7847945.000000 Penalty: 5287.329102
	Iteration 106Q: 3 clusters Score -7847945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -7847941.000000 Penalty: 5287.329102
	Iteration 107Q: 3 clusters Score -7847941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -7847937.500000 Penalty: 5287.329102
	Iteration 108Q: 3 clusters Score -7847938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -7847932.000000 Penalty: 5287.329102
	Iteration 109Q: 3 clusters Score -7847932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -7847934.500000 Penalty: 5287.329102
	Iteration 110Q: 3 clusters Score -7847934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -7847932.500000 Penalty: 5287.329102
	Iteration 111Q: 3 clusters Score -7847932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -7847937.000000 Penalty: 5287.329102
	Iteration 112Q: 3 clusters Score -7847937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -7847941.500000 Penalty: 5287.329102
	Iteration 113Q: 3 clusters Score -7847942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -7847956.000000 Penalty: 5287.329102
	Iteration 114Q: 3 clusters Score -7847956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -7847954.000000 Penalty: 5287.329102
	Iteration 115Q: 3 clusters Score -7847954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -7847963.500000 Penalty: 5287.329102
	Iteration 116Q: 3 clusters Score -7847964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -7847961.500000 Penalty: 5287.329102
	Iteration 117Q: 3 clusters Score -7847962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -7847966.500000 Penalty: 5287.329102
	Iteration 118Q: 3 clusters Score -7847966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -7847967.500000 Penalty: 5287.329102
	Iteration 119Q: 3 clusters Score -7847968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -7847976.500000 Penalty: 5287.329102
	Iteration 120F: 3 clusters Score -7847976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -7847976.500000 Penalty: 5287.329102
	Iteration 121Q: 3 clusters Score -7847976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -7847981.500000 Penalty: 5287.329102
	Iteration 122Q: 3 clusters Score -7847982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -7847972.000000 Penalty: 5287.329102
	Iteration 123Q: 3 clusters Score -7847972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7847970.000000 Penalty: 5287.329102
	Iteration 124Q: 3 clusters Score -7847970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -7847972.500000 Penalty: 5287.329102
	Iteration 125Q: 3 clusters Score -7847972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -7847980.000000 Penalty: 5287.329102
	Iteration 126Q: 3 clusters Score -7847980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -7847980.000000 Penalty: 5287.329102
	Iteration 127F: 3 clusters Score -7847980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -75084.085938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -75084.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73590.437500 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -73590.44 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73900.757812 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -73900.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74070.484375 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -74070.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74197.937500 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -74197.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74291.718750 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -74291.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74323.015625 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -74323.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74340.000000 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -74340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74342.492188 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -74342.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74343.570312 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -74343.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74358.625000 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -74358.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74390.164062 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -74390.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74450.109375 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -74450.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74503.585938 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -74503.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74549.820312 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -74549.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74593.773438 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -74593.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74631.710938 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -74631.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74646.554688 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -74646.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74655.296875 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -74655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74670.562500 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -74670.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74671.570312 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -74671.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74672.695312 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -74672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74674.609375 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -74674.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74674.609375 Penalty: 3122.451904
	Iteration 22F: 3 clusters Score -74674.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -231195.750000 Penalty: 1783.847656
	Iteration 0F: 2 clusters Score -231195.8 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 701 members 
Entering Unmasked Estep 
Score: -229154.203125 Penalty: 3567.695312
	Iteration 0F: 3 clusters Score -229154.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -229893.421875 Penalty: 3567.695312
	Iteration 1F: 3 clusters Score -229893.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -230235.703125 Penalty: 3567.695312
	Iteration 2F: 3 clusters Score -230235.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -230495.796875 Penalty: 3567.695312
	Iteration 3F: 3 clusters Score -230495.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -230726.656250 Penalty: 3567.695312
	Iteration 4F: 3 clusters Score -230726.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -230972.546875 Penalty: 3567.695312
	Iteration 5F: 3 clusters Score -230972.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -231120.000000 Penalty: 3567.695312
	Iteration 6Q: 3 clusters Score -231120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -231223.156250 Penalty: 3567.695312
	Iteration 7Q: 3 clusters Score -231223.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -231294.765625 Penalty: 3567.695312
	Iteration 8Q: 3 clusters Score -231294.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -231416.437500 Penalty: 3567.695312
	Iteration 9Q: 3 clusters Score -231416.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -231505.421875 Penalty: 3567.695312
	Iteration 10Q: 3 clusters Score -231505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -231530.562500 Penalty: 3567.695312
	Iteration 11Q: 3 clusters Score -231530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -231552.109375 Penalty: 3567.695312
	Iteration 12Q: 3 clusters Score -231552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -231561.765625 Penalty: 3567.695312
	Iteration 13Q: 3 clusters Score -231561.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -231565.953125 Penalty: 3567.695312
	Iteration 14F: 3 clusters Score -231566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -231581.375000 Penalty: 3567.695312
	Iteration 15Q: 3 clusters Score -231581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -231613.781250 Penalty: 3567.695312
	Iteration 16Q: 3 clusters Score -231613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -231657.312500 Penalty: 3567.695312
	Iteration 17Q: 3 clusters Score -231657.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -231691.140625 Penalty: 3567.695312
	Iteration 18Q: 3 clusters Score -231691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -231750.718750 Penalty: 3567.695312
	Iteration 19Q: 3 clusters Score -231750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -231800.687500 Penalty: 3567.695312
	Iteration 20F: 3 clusters Score -231800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -231811.265625 Penalty: 3567.695312
	Iteration 21Q: 3 clusters Score -231811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -231812.265625 Penalty: 3567.695312
	Iteration 22Q: 3 clusters Score -231812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -231812.265625 Penalty: 3567.695312
	Iteration 23F: 3 clusters Score -231812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50252 members 
Mstep: Class 4 contains 51598 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42204 members 
Mstep: Class 7 contains 42614 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 10 contains 46145 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30368 members 
Mstep: Class 13 contains 43136 members 
Mstep: Class 14 contains 42892 members 
Mstep: Class 15 contains 45575 members 
Mstep: Class 16 contains 44156 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46264 members 
Mstep: Class 19 contains 45410 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 1089 members 
Entering Unmasked Estep 
Score: -106694920.000000 Penalty: 75744.453125
Splitting cluster 9 changes total score from -106695672.000000 to -106694920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Entering Unmasked Estep 
Score: -8712538.000000 Penalty: 2663.406982
	Iteration 0F: 2 clusters Score -8712538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -8683837.000000 Penalty: 5326.813965
	Iteration 0F: 3 clusters Score -8683837 nChanged 21258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -8695531.000000 Penalty: 5326.813965
	Iteration 1F: 3 clusters Score -8695531 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -8696261.000000 Penalty: 5326.813965
	Iteration 2Q: 3 clusters Score -8696261 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -8697166.000000 Penalty: 5326.813965
	Iteration 3Q: 3 clusters Score -8697166 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -8698200.000000 Penalty: 5326.813965
	Iteration 4F: 3 clusters Score -8698200 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -8699445.000000 Penalty: 5326.813965
	Iteration 5F: 3 clusters Score -8699445 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -8700957.000000 Penalty: 5326.813965
	Iteration 6F: 3 clusters Score -8700957 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -8702710.000000 Penalty: 5326.813965
	Iteration 7F: 3 clusters Score -8702710 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -8704450.000000 Penalty: 5326.813965
	Iteration 8F: 3 clusters Score -8704450 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -8705938.000000 Penalty: 5326.813965
	Iteration 9F: 3 clusters Score -8705938 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -8706639.000000 Penalty: 5326.813965
	Iteration 10Q: 3 clusters Score -8706639 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -8707040.000000 Penalty: 5326.813965
	Iteration 11Q: 3 clusters Score -8707040 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -8707217.000000 Penalty: 5326.813965
	Iteration 12Q: 3 clusters Score -8707217 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -8707296.000000 Penalty: 5326.813965
	Iteration 13Q: 3 clusters Score -8707296 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -8707413.000000 Penalty: 5326.813965
	Iteration 14Q: 3 clusters Score -8707413 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -8707534.000000 Penalty: 5326.813965
	Iteration 15Q: 3 clusters Score -8707534 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -8707590.000000 Penalty: 5326.813965
	Iteration 16Q: 3 clusters Score -8707590 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -8707646.000000 Penalty: 5326.813965
	Iteration 17Q: 3 clusters Score -8707646 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -8707701.000000 Penalty: 5326.813965
	Iteration 18Q: 3 clusters Score -8707701 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -8707811.000000 Penalty: 5326.813965
	Iteration 19Q: 3 clusters Score -8707811 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -8707850.000000 Penalty: 5326.813965
	Iteration 20F: 3 clusters Score -8707850 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -8707892.000000 Penalty: 5326.813965
	Iteration 21Q: 3 clusters Score -8707892 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -8707932.000000 Penalty: 5326.813965
	Iteration 22Q: 3 clusters Score -8707932 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -8707944.000000 Penalty: 5326.813965
	Iteration 23Q: 3 clusters Score -8707944 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -8707983.000000 Penalty: 5326.813965
	Iteration 24Q: 3 clusters Score -8707983 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -8708066.000000 Penalty: 5326.813965
	Iteration 25Q: 3 clusters Score -8708066 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -8708151.000000 Penalty: 5326.813965
	Iteration 26Q: 3 clusters Score -8708151 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -8708219.000000 Penalty: 5326.813965
	Iteration 27Q: 3 clusters Score -8708219 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -8708287.000000 Penalty: 5326.813965
	Iteration 28Q: 3 clusters Score -8708287 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -8708338.000000 Penalty: 5326.813965
	Iteration 29Q: 3 clusters Score -8708338 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -8708370.000000 Penalty: 5326.813965
	Iteration 30Q: 3 clusters Score -8708370 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -8708393.000000 Penalty: 5326.813965
	Iteration 31Q: 3 clusters Score -8708393 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -8708436.000000 Penalty: 5326.813965
	Iteration 32Q: 3 clusters Score -8708436 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -8708459.000000 Penalty: 5326.813965
	Iteration 33Q: 3 clusters Score -8708459 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -8708521.000000 Penalty: 5326.813965
	Iteration 34Q: 3 clusters Score -8708521 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -8708545.000000 Penalty: 5326.813965
	Iteration 35Q: 3 clusters Score -8708545 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -8708582.000000 Penalty: 5326.813965
	Iteration 36Q: 3 clusters Score -8708582 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -8708597.000000 Penalty: 5326.813965
	Iteration 37Q: 3 clusters Score -8708597 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -8708603.000000 Penalty: 5326.813965
	Iteration 38Q: 3 clusters Score -8708603 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -8708637.000000 Penalty: 5326.813965
	Iteration 39Q: 3 clusters Score -8708637 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -8708681.000000 Penalty: 5326.813965
	Iteration 40F: 3 clusters Score -8708681 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -8708711.000000 Penalty: 5326.813965
	Iteration 41Q: 3 clusters Score -8708711 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -8708699.000000 Penalty: 5326.813965
	Iteration 42Q: 3 clusters Score -8708699 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -8708672.000000 Penalty: 5326.813965
	Iteration 43Q: 3 clusters Score -8708672 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -8708717.000000 Penalty: 5326.813965
	Iteration 44Q: 3 clusters Score -8708717 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -8708733.000000 Penalty: 5326.813965
	Iteration 45Q: 3 clusters Score -8708733 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -8708733.000000 Penalty: 5326.813965
	Iteration 46Q: 3 clusters Score -8708733 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -8708782.000000 Penalty: 5326.813965
	Iteration 47Q: 3 clusters Score -8708782 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -8708774.000000 Penalty: 5326.813965
	Iteration 48Q: 3 clusters Score -8708774 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -8708812.000000 Penalty: 5326.813965
	Iteration 49Q: 3 clusters Score -8708812 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -8708870.000000 Penalty: 5326.813965
	Iteration 50Q: 3 clusters Score -8708870 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -8708880.000000 Penalty: 5326.813965
	Iteration 51Q: 3 clusters Score -8708880 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -8708911.000000 Penalty: 5326.813965
	Iteration 52Q: 3 clusters Score -8708911 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -8708988.000000 Penalty: 5326.813965
	Iteration 53Q: 3 clusters Score -8708988 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -8709025.000000 Penalty: 5326.813965
	Iteration 54Q: 3 clusters Score -8709025 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -8709108.000000 Penalty: 5326.813965
	Iteration 55Q: 3 clusters Score -8709108 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -8709188.000000 Penalty: 5326.813965
	Iteration 56Q: 3 clusters Score -8709188 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -8709359.000000 Penalty: 5326.813965
	Iteration 57Q: 3 clusters Score -8709359 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -8709515.000000 Penalty: 5326.813965
	Iteration 58Q: 3 clusters Score -8709515 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -8709602.000000 Penalty: 5326.813965
	Iteration 59Q: 3 clusters Score -8709602 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -8709709.000000 Penalty: 5326.813965
	Iteration 60F: 3 clusters Score -8709709 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -8709869.000000 Penalty: 5326.813965
	Iteration 61Q: 3 clusters Score -8709869 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -8709968.000000 Penalty: 5326.813965
	Iteration 62Q: 3 clusters Score -8709968 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -8710016.000000 Penalty: 5326.813965
	Iteration 63Q: 3 clusters Score -8710016 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -8710080.000000 Penalty: 5326.813965
	Iteration 64Q: 3 clusters Score -8710080 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -8710423.000000 Penalty: 5326.813965
	Iteration 65Q: 3 clusters Score -8710423 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -8710514.000000 Penalty: 5326.813965
	Iteration 66Q: 3 clusters Score -8710514 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -8710549.000000 Penalty: 5326.813965
	Iteration 67Q: 3 clusters Score -8710549 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -8710614.000000 Penalty: 5326.813965
	Iteration 68Q: 3 clusters Score -8710614 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -8710654.000000 Penalty: 5326.813965
	Iteration 69Q: 3 clusters Score -8710654 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8710720.000000 Penalty: 5326.813965
	Iteration 70Q: 3 clusters Score -8710720 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -8710795.000000 Penalty: 5326.813965
	Iteration 71Q: 3 clusters Score -8710795 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8710821.000000 Penalty: 5326.813965
	Iteration 72Q: 3 clusters Score -8710821 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -8710828.000000 Penalty: 5326.813965
	Iteration 73Q: 3 clusters Score -8710828 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8710806.000000 Penalty: 5326.813965
	Iteration 74Q: 3 clusters Score -8710806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8710813.000000 Penalty: 5326.813965
	Iteration 75Q: 3 clusters Score -8710813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -8710822.000000 Penalty: 5326.813965
	Iteration 76Q: 3 clusters Score -8710822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -8710833.000000 Penalty: 5326.813965
	Iteration 77Q: 3 clusters Score -8710833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -8710830.000000 Penalty: 5326.813965
	Iteration 78Q: 3 clusters Score -8710830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -8710845.000000 Penalty: 5326.813965
	Iteration 79Q: 3 clusters Score -8710845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8710843.000000 Penalty: 5326.813965
	Iteration 80F: 3 clusters Score -8710843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -8710849.000000 Penalty: 5326.813965
	Iteration 81Q: 3 clusters Score -8710849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -8710837.000000 Penalty: 5326.813965
	Iteration 82Q: 3 clusters Score -8710837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8710841.000000 Penalty: 5326.813965
	Iteration 83Q: 3 clusters Score -8710841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -8710833.000000 Penalty: 5326.813965
	Iteration 84Q: 3 clusters Score -8710833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8710840.000000 Penalty: 5326.813965
	Iteration 85Q: 3 clusters Score -8710840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -8710847.000000 Penalty: 5326.813965
	Iteration 86Q: 3 clusters Score -8710847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -8710845.000000 Penalty: 5326.813965
	Iteration 87Q: 3 clusters Score -8710845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -8710842.000000 Penalty: 5326.813965
	Iteration 88Q: 3 clusters Score -8710842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -8710845.000000 Penalty: 5326.813965
	Iteration 89Q: 3 clusters Score -8710845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -8710833.000000 Penalty: 5326.813965
	Iteration 90Q: 3 clusters Score -8710833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -8710838.000000 Penalty: 5326.813965
	Iteration 91Q: 3 clusters Score -8710838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -8710844.000000 Penalty: 5326.813965
	Iteration 92Q: 3 clusters Score -8710844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -8710850.000000 Penalty: 5326.813965
	Iteration 93Q: 3 clusters Score -8710850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8710857.000000 Penalty: 5326.813965
	Iteration 94Q: 3 clusters Score -8710857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -8710845.000000 Penalty: 5326.813965
	Iteration 95Q: 3 clusters Score -8710845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -8710846.000000 Penalty: 5326.813965
	Iteration 96Q: 3 clusters Score -8710846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -8710850.000000 Penalty: 5326.813965
	Iteration 97Q: 3 clusters Score -8710850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -8710847.000000 Penalty: 5326.813965
	Iteration 98Q: 3 clusters Score -8710847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -8710839.000000 Penalty: 5326.813965
	Iteration 99Q: 3 clusters Score -8710839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -8710835.000000 Penalty: 5326.813965
	Iteration 100F: 3 clusters Score -8710835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -8710831.000000 Penalty: 5326.813965
	Iteration 101Q: 3 clusters Score -8710831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -8710830.000000 Penalty: 5326.813965
	Iteration 102Q: 3 clusters Score -8710830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -8710829.000000 Penalty: 5326.813965
	Iteration 103Q: 3 clusters Score -8710829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -8710820.000000 Penalty: 5326.813965
	Iteration 104Q: 3 clusters Score -8710820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -8710820.000000 Penalty: 5326.813965
	Iteration 105Q: 3 clusters Score -8710820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8710814.000000 Penalty: 5326.813965
	Iteration 106Q: 3 clusters Score -8710814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -8710820.000000 Penalty: 5326.813965
	Iteration 107Q: 3 clusters Score -8710820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -8710816.000000 Penalty: 5326.813965
	Iteration 108Q: 3 clusters Score -8710816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -8710814.000000 Penalty: 5326.813965
	Iteration 109Q: 3 clusters Score -8710814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -8710814.000000 Penalty: 5326.813965
	Iteration 110Q: 3 clusters Score -8710814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -8710813.000000 Penalty: 5326.813965
	Iteration 111Q: 3 clusters Score -8710813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -8710812.000000 Penalty: 5326.813965
	Iteration 112Q: 3 clusters Score -8710812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -8710810.000000 Penalty: 5326.813965
	Iteration 113Q: 3 clusters Score -8710810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -8710817.000000 Penalty: 5326.813965
	Iteration 114Q: 3 clusters Score -8710817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -8710809.000000 Penalty: 5326.813965
	Iteration 115Q: 3 clusters Score -8710809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -8710810.000000 Penalty: 5326.813965
	Iteration 116Q: 3 clusters Score -8710810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -8710820.000000 Penalty: 5326.813965
	Iteration 117Q: 3 clusters Score -8710820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -8710824.000000 Penalty: 5326.813965
	Iteration 118Q: 3 clusters Score -8710824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -8710816.000000 Penalty: 5326.813965
	Iteration 119Q: 3 clusters Score -8710816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -8710815.000000 Penalty: 5326.813965
	Iteration 120F: 3 clusters Score -8710815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -8710820.000000 Penalty: 5326.813965
	Iteration 121Q: 3 clusters Score -8710820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -8710812.000000 Penalty: 5326.813965
	Iteration 122Q: 3 clusters Score -8710812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -8710806.000000 Penalty: 5326.813965
	Iteration 123Q: 3 clusters Score -8710806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -8710819.000000 Penalty: 5326.813965
	Iteration 124Q: 3 clusters Score -8710819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -8710825.000000 Penalty: 5326.813965
	Iteration 125Q: 3 clusters Score -8710825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -8710824.000000 Penalty: 5326.813965
	Iteration 126Q: 3 clusters Score -8710824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -8710832.000000 Penalty: 5326.813965
	Iteration 127Q: 3 clusters Score -8710832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -8710843.000000 Penalty: 5326.813965
	Iteration 128Q: 3 clusters Score -8710843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8710834.000000 Penalty: 5326.813965
	Iteration 129Q: 3 clusters Score -8710834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8710833.000000 Penalty: 5326.813965
	Iteration 130Q: 3 clusters Score -8710833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -8710841.000000 Penalty: 5326.813965
	Iteration 131Q: 3 clusters Score -8710841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -8710839.000000 Penalty: 5326.813965
	Iteration 132Q: 3 clusters Score -8710839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -8710838.000000 Penalty: 5326.813965
	Iteration 133Q: 3 clusters Score -8710838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8710843.000000 Penalty: 5326.813965
	Iteration 134Q: 3 clusters Score -8710843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8710843.000000 Penalty: 5326.813965
	Iteration 135Q: 3 clusters Score -8710843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8710838.000000 Penalty: 5326.813965
	Iteration 136Q: 3 clusters Score -8710838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8710845.000000 Penalty: 5326.813965
	Iteration 137Q: 3 clusters Score -8710845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -8710837.000000 Penalty: 5326.813965
	Iteration 138Q: 3 clusters Score -8710837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -8710834.000000 Penalty: 5326.813965
	Iteration 139Q: 3 clusters Score -8710834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -8710844.000000 Penalty: 5326.813965
	Iteration 140F: 3 clusters Score -8710844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8710841.000000 Penalty: 5326.813965
	Iteration 141Q: 3 clusters Score -8710841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8710836.000000 Penalty: 5326.813965
	Iteration 142Q: 3 clusters Score -8710836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -8710838.000000 Penalty: 5326.813965
	Iteration 143Q: 3 clusters Score -8710838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8710835.000000 Penalty: 5326.813965
	Iteration 144Q: 3 clusters Score -8710835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -8710839.000000 Penalty: 5326.813965
	Iteration 145Q: 3 clusters Score -8710839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -8710837.000000 Penalty: 5326.813965
	Iteration 146Q: 3 clusters Score -8710837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -8710843.000000 Penalty: 5326.813965
	Iteration 147Q: 3 clusters Score -8710843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8710838.000000 Penalty: 5326.813965
	Iteration 148Q: 3 clusters Score -8710838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -8710849.000000 Penalty: 5326.813965
	Iteration 149Q: 3 clusters Score -8710849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -8710838.000000 Penalty: 5326.813965
	Iteration 150Q: 3 clusters Score -8710838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -8710841.000000 Penalty: 5326.813965
	Iteration 151Q: 3 clusters Score -8710841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -8710832.000000 Penalty: 5326.813965
	Iteration 152Q: 3 clusters Score -8710832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -8710839.000000 Penalty: 5326.813965
	Iteration 153Q: 3 clusters Score -8710839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -8710839.000000 Penalty: 5326.813965
	Iteration 154F: 3 clusters Score -8710839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -49571.371094 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -49571.37 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 236 members 
Entering Unmasked Estep 
Score: -48125.062500 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -48125.06 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48402.476562 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -48402.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48479.035156 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -48479.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48507.667969 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -48507.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48526.761719 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -48526.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48539.257812 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -48539.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48541.437500 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -48541.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48542.781250 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -48542.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48544.808594 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -48544.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48545.839844 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -48545.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48555.339844 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -48555.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48562.328125 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -48562.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48583.921875 Penalty: 3055.958740
	Iteration 12Q: 3 clusters Score -48583.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48612.277344 Penalty: 3055.958740
	Iteration 13Q: 3 clusters Score -48612.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48619.535156 Penalty: 3055.958740
	Iteration 14Q: 3 clusters Score -48619.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48621.328125 Penalty: 3055.958740
	Iteration 15Q: 3 clusters Score -48621.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48623.312500 Penalty: 3055.958740
	Iteration 16Q: 3 clusters Score -48623.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48623.312500 Penalty: 3055.958740
	Iteration 17F: 3 clusters Score -48623.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Entering Unmasked Estep 
Score: -5474508.500000 Penalty: 2559.644043
	Iteration 0F: 2 clusters Score -5474508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -5453740.500000 Penalty: 5119.288086
	Iteration 0F: 3 clusters Score -5453740 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5460996.500000 Penalty: 5119.288086
	Iteration 1F: 3 clusters Score -5460996 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -5461407.000000 Penalty: 5119.288086
	Iteration 2Q: 3 clusters Score -5461407 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -5461761.000000 Penalty: 5119.288086
	Iteration 3Q: 3 clusters Score -5461761 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -5462161.500000 Penalty: 5119.288086
	Iteration 4Q: 3 clusters Score -5462162 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -5462635.000000 Penalty: 5119.288086
	Iteration 5Q: 3 clusters Score -5462635 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -5463249.000000 Penalty: 5119.288086
	Iteration 6Q: 3 clusters Score -5463249 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -5463996.000000 Penalty: 5119.288086
	Iteration 7F: 3 clusters Score -5463996 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -5464949.500000 Penalty: 5119.288086
	Iteration 8F: 3 clusters Score -5464950 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -5465972.000000 Penalty: 5119.288086
	Iteration 9F: 3 clusters Score -5465972 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5467136.000000 Penalty: 5119.288086
	Iteration 10F: 3 clusters Score -5467136 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -5468265.500000 Penalty: 5119.288086
	Iteration 11F: 3 clusters Score -5468266 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -5469212.000000 Penalty: 5119.288086
	Iteration 12Q: 3 clusters Score -5469212 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -5469998.500000 Penalty: 5119.288086
	Iteration 13Q: 3 clusters Score -5469998 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -5470673.000000 Penalty: 5119.288086
	Iteration 14Q: 3 clusters Score -5470673 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5471321.500000 Penalty: 5119.288086
	Iteration 15Q: 3 clusters Score -5471322 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -5471870.000000 Penalty: 5119.288086
	Iteration 16Q: 3 clusters Score -5471870 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -5472379.000000 Penalty: 5119.288086
	Iteration 17Q: 3 clusters Score -5472379 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -5472552.500000 Penalty: 5119.288086
	Iteration 18Q: 3 clusters Score -5472552 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -5472631.500000 Penalty: 5119.288086
	Iteration 19Q: 3 clusters Score -5472632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -5472659.500000 Penalty: 5119.288086
	Iteration 20F: 3 clusters Score -5472660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -5472671.500000 Penalty: 5119.288086
	Iteration 21Q: 3 clusters Score -5472672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -5472677.000000 Penalty: 5119.288086
	Iteration 22Q: 3 clusters Score -5472677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -5472692.500000 Penalty: 5119.288086
	Iteration 23Q: 3 clusters Score -5472692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -5472694.500000 Penalty: 5119.288086
	Iteration 24Q: 3 clusters Score -5472694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -5472705.500000 Penalty: 5119.288086
	Iteration 25Q: 3 clusters Score -5472706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -5472717.000000 Penalty: 5119.288086
	Iteration 26Q: 3 clusters Score -5472717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5472716.000000 Penalty: 5119.288086
	Iteration 27Q: 3 clusters Score -5472716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -5472722.000000 Penalty: 5119.288086
	Iteration 28Q: 3 clusters Score -5472722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -5472722.500000 Penalty: 5119.288086
	Iteration 29Q: 3 clusters Score -5472722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -5472724.500000 Penalty: 5119.288086
	Iteration 30Q: 3 clusters Score -5472724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -5472727.500000 Penalty: 5119.288086
	Iteration 31Q: 3 clusters Score -5472728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -5472728.500000 Penalty: 5119.288086
	Iteration 32Q: 3 clusters Score -5472728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5472733.500000 Penalty: 5119.288086
	Iteration 33Q: 3 clusters Score -5472734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5472732.000000 Penalty: 5119.288086
	Iteration 34Q: 3 clusters Score -5472732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5472731.500000 Penalty: 5119.288086
	Iteration 35Q: 3 clusters Score -5472732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5472731.500000 Penalty: 5119.288086
	Iteration 36F: 3 clusters Score -5472732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Entering Unmasked Estep 
Score: -8036211.000000 Penalty: 2646.684082
	Iteration 0F: 2 clusters Score -8036211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -8007455.500000 Penalty: 5293.368164
	Iteration 0F: 3 clusters Score -8007456 nChanged 19717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -8018430.500000 Penalty: 5293.368164
	Iteration 1F: 3 clusters Score -8018430 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -8019109.000000 Penalty: 5293.368164
	Iteration 2Q: 3 clusters Score -8019109 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -8020027.000000 Penalty: 5293.368164
	Iteration 3Q: 3 clusters Score -8020027 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -8021453.500000 Penalty: 5293.368164
	Iteration 4F: 3 clusters Score -8021454 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -8023398.000000 Penalty: 5293.368164
	Iteration 5F: 3 clusters Score -8023398 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -8025819.500000 Penalty: 5293.368164
	Iteration 6F: 3 clusters Score -8025820 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -8028547.500000 Penalty: 5293.368164
	Iteration 7F: 3 clusters Score -8028548 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -8030999.000000 Penalty: 5293.368164
	Iteration 8F: 3 clusters Score -8030999 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -8032603.500000 Penalty: 5293.368164
	Iteration 9Q: 3 clusters Score -8032604 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -8033323.000000 Penalty: 5293.368164
	Iteration 10Q: 3 clusters Score -8033323 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -8033672.500000 Penalty: 5293.368164
	Iteration 11Q: 3 clusters Score -8033672 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -8033869.500000 Penalty: 5293.368164
	Iteration 12Q: 3 clusters Score -8033870 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -8033983.000000 Penalty: 5293.368164
	Iteration 13Q: 3 clusters Score -8033983 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -8034060.500000 Penalty: 5293.368164
	Iteration 14Q: 3 clusters Score -8034060 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -8034113.000000 Penalty: 5293.368164
	Iteration 15Q: 3 clusters Score -8034113 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -8034243.000000 Penalty: 5293.368164
	Iteration 16Q: 3 clusters Score -8034243 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -8034326.500000 Penalty: 5293.368164
	Iteration 17Q: 3 clusters Score -8034326 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -8034365.000000 Penalty: 5293.368164
	Iteration 18Q: 3 clusters Score -8034365 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -8034413.000000 Penalty: 5293.368164
	Iteration 19Q: 3 clusters Score -8034413 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -8034436.000000 Penalty: 5293.368164
	Iteration 20F: 3 clusters Score -8034436 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -8034470.500000 Penalty: 5293.368164
	Iteration 21Q: 3 clusters Score -8034470 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8034486.000000 Penalty: 5293.368164
	Iteration 22Q: 3 clusters Score -8034486 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8034520.000000 Penalty: 5293.368164
	Iteration 23Q: 3 clusters Score -8034520 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -8034542.500000 Penalty: 5293.368164
	Iteration 24Q: 3 clusters Score -8034542 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -8034552.500000 Penalty: 5293.368164
	Iteration 25Q: 3 clusters Score -8034552 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -8034566.000000 Penalty: 5293.368164
	Iteration 26Q: 3 clusters Score -8034566 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -8034601.000000 Penalty: 5293.368164
	Iteration 27Q: 3 clusters Score -8034601 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -8034632.500000 Penalty: 5293.368164
	Iteration 28Q: 3 clusters Score -8034632 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -8034652.500000 Penalty: 5293.368164
	Iteration 29Q: 3 clusters Score -8034652 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8034649.000000 Penalty: 5293.368164
	Iteration 30Q: 3 clusters Score -8034649 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -8034684.500000 Penalty: 5293.368164
	Iteration 31Q: 3 clusters Score -8034684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -8034710.500000 Penalty: 5293.368164
	Iteration 32Q: 3 clusters Score -8034710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -8034708.000000 Penalty: 5293.368164
	Iteration 33Q: 3 clusters Score -8034708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8034722.500000 Penalty: 5293.368164
	Iteration 34Q: 3 clusters Score -8034722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -8034737.500000 Penalty: 5293.368164
	Iteration 35Q: 3 clusters Score -8034738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8034726.500000 Penalty: 5293.368164
	Iteration 36Q: 3 clusters Score -8034726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8034739.500000 Penalty: 5293.368164
	Iteration 37Q: 3 clusters Score -8034740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -8034734.500000 Penalty: 5293.368164
	Iteration 38Q: 3 clusters Score -8034734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8034730.500000 Penalty: 5293.368164
	Iteration 39Q: 3 clusters Score -8034730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -8034720.500000 Penalty: 5293.368164
	Iteration 40F: 3 clusters Score -8034720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -8034712.500000 Penalty: 5293.368164
	Iteration 41Q: 3 clusters Score -8034712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -8034714.500000 Penalty: 5293.368164
	Iteration 42Q: 3 clusters Score -8034714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -8034704.000000 Penalty: 5293.368164
	Iteration 43Q: 3 clusters Score -8034704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -8034706.500000 Penalty: 5293.368164
	Iteration 44Q: 3 clusters Score -8034706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8034718.000000 Penalty: 5293.368164
	Iteration 45Q: 3 clusters Score -8034718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -8034722.000000 Penalty: 5293.368164
	Iteration 46Q: 3 clusters Score -8034722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -8034714.000000 Penalty: 5293.368164
	Iteration 47Q: 3 clusters Score -8034714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8034732.500000 Penalty: 5293.368164
	Iteration 48Q: 3 clusters Score -8034732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8034726.000000 Penalty: 5293.368164
	Iteration 49Q: 3 clusters Score -8034726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -8034737.000000 Penalty: 5293.368164
	Iteration 50Q: 3 clusters Score -8034737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -8034736.000000 Penalty: 5293.368164
	Iteration 51Q: 3 clusters Score -8034736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8034734.000000 Penalty: 5293.368164
	Iteration 52Q: 3 clusters Score -8034734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8034738.000000 Penalty: 5293.368164
	Iteration 53Q: 3 clusters Score -8034738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8034744.500000 Penalty: 5293.368164
	Iteration 54Q: 3 clusters Score -8034744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8034735.500000 Penalty: 5293.368164
	Iteration 55Q: 3 clusters Score -8034736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8034733.000000 Penalty: 5293.368164
	Iteration 56Q: 3 clusters Score -8034733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8034730.000000 Penalty: 5293.368164
	Iteration 57Q: 3 clusters Score -8034730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -8034737.000000 Penalty: 5293.368164
	Iteration 58Q: 3 clusters Score -8034737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -8034742.000000 Penalty: 5293.368164
	Iteration 59Q: 3 clusters Score -8034742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8034735.000000 Penalty: 5293.368164
	Iteration 60F: 3 clusters Score -8034735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8034727.000000 Penalty: 5293.368164
	Iteration 61Q: 3 clusters Score -8034727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -8034732.000000 Penalty: 5293.368164
	Iteration 62Q: 3 clusters Score -8034732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8034725.500000 Penalty: 5293.368164
	Iteration 63Q: 3 clusters Score -8034726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8034734.500000 Penalty: 5293.368164
	Iteration 64Q: 3 clusters Score -8034734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -8034733.500000 Penalty: 5293.368164
	Iteration 65Q: 3 clusters Score -8034734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8034733.500000 Penalty: 5293.368164
	Iteration 66Q: 3 clusters Score -8034734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8034732.500000 Penalty: 5293.368164
	Iteration 67Q: 3 clusters Score -8034732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8034738.500000 Penalty: 5293.368164
	Iteration 68Q: 3 clusters Score -8034738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8034747.500000 Penalty: 5293.368164
	Iteration 69Q: 3 clusters Score -8034748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8034745.500000 Penalty: 5293.368164
	Iteration 70Q: 3 clusters Score -8034746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8034743.500000 Penalty: 5293.368164
	Iteration 71Q: 3 clusters Score -8034744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8034746.500000 Penalty: 5293.368164
	Iteration 72Q: 3 clusters Score -8034746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8034745.500000 Penalty: 5293.368164
	Iteration 73Q: 3 clusters Score -8034746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8034747.500000 Penalty: 5293.368164
	Iteration 74Q: 3 clusters Score -8034748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8034742.000000 Penalty: 5293.368164
	Iteration 75Q: 3 clusters Score -8034742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8034744.000000 Penalty: 5293.368164
	Iteration 76Q: 3 clusters Score -8034744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8034747.500000 Penalty: 5293.368164
	Iteration 77Q: 3 clusters Score -8034748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8034750.000000 Penalty: 5293.368164
	Iteration 78Q: 3 clusters Score -8034750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8034751.500000 Penalty: 5293.368164
	Iteration 79Q: 3 clusters Score -8034752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8034751.500000 Penalty: 5293.368164
	Iteration 80F: 3 clusters Score -8034752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Entering Unmasked Estep 
Score: -7967060.000000 Penalty: 2645.277344
	Iteration 0F: 2 clusters Score -7967060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -7938847.000000 Penalty: 5290.554688
	Iteration 0F: 3 clusters Score -7938847 nChanged 19503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -7949806.500000 Penalty: 5290.554688
	Iteration 1F: 3 clusters Score -7949806 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -7950750.500000 Penalty: 5290.554688
	Iteration 2F: 3 clusters Score -7950750 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -7952194.000000 Penalty: 5290.554688
	Iteration 3F: 3 clusters Score -7952194 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -7954464.000000 Penalty: 5290.554688
	Iteration 4F: 3 clusters Score -7954464 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -7957435.000000 Penalty: 5290.554688
	Iteration 5F: 3 clusters Score -7957435 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -7960667.000000 Penalty: 5290.554688
	Iteration 6F: 3 clusters Score -7960667 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -7963466.000000 Penalty: 5290.554688
	Iteration 7F: 3 clusters Score -7963466 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -7965172.000000 Penalty: 5290.554688
	Iteration 8Q: 3 clusters Score -7965172 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -7965639.000000 Penalty: 5290.554688
	Iteration 9Q: 3 clusters Score -7965639 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -7965790.500000 Penalty: 5290.554688
	Iteration 10Q: 3 clusters Score -7965790 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -7965856.500000 Penalty: 5290.554688
	Iteration 11Q: 3 clusters Score -7965856 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -7965904.000000 Penalty: 5290.554688
	Iteration 12Q: 3 clusters Score -7965904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -7965916.500000 Penalty: 5290.554688
	Iteration 13Q: 3 clusters Score -7965916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -7965942.000000 Penalty: 5290.554688
	Iteration 14Q: 3 clusters Score -7965942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -7965954.000000 Penalty: 5290.554688
	Iteration 15Q: 3 clusters Score -7965954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -7965967.000000 Penalty: 5290.554688
	Iteration 16Q: 3 clusters Score -7965967 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -7965962.500000 Penalty: 5290.554688
	Iteration 17Q: 3 clusters Score -7965962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -7965968.500000 Penalty: 5290.554688
	Iteration 18Q: 3 clusters Score -7965968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -7965979.000000 Penalty: 5290.554688
	Iteration 19Q: 3 clusters Score -7965979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -7965988.000000 Penalty: 5290.554688
	Iteration 20F: 3 clusters Score -7965988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -7965976.500000 Penalty: 5290.554688
	Iteration 21Q: 3 clusters Score -7965976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -7965963.500000 Penalty: 5290.554688
	Iteration 22Q: 3 clusters Score -7965964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -7965967.000000 Penalty: 5290.554688
	Iteration 23Q: 3 clusters Score -7965967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -7965964.000000 Penalty: 5290.554688
	Iteration 24Q: 3 clusters Score -7965964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -7965965.000000 Penalty: 5290.554688
	Iteration 25Q: 3 clusters Score -7965965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -7965955.500000 Penalty: 5290.554688
	Iteration 26Q: 3 clusters Score -7965956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -7965964.000000 Penalty: 5290.554688
	Iteration 27Q: 3 clusters Score -7965964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -7965963.000000 Penalty: 5290.554688
	Iteration 28Q: 3 clusters Score -7965963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -7965964.500000 Penalty: 5290.554688
	Iteration 29Q: 3 clusters Score -7965964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -7965965.500000 Penalty: 5290.554688
	Iteration 30Q: 3 clusters Score -7965966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -7965965.500000 Penalty: 5290.554688
	Iteration 31F: 3 clusters Score -7965966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Entering Unmasked Estep 
Score: -8529490.000000 Penalty: 2660.324463
	Iteration 0F: 2 clusters Score -8529490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -8499816.000000 Penalty: 5320.648926
	Iteration 0F: 3 clusters Score -8499816 nChanged 20887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -8511296.000000 Penalty: 5320.648926
	Iteration 1F: 3 clusters Score -8511296 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -8511765.000000 Penalty: 5320.648926
	Iteration 2Q: 3 clusters Score -8511765 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -8512211.000000 Penalty: 5320.648926
	Iteration 3Q: 3 clusters Score -8512211 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -8512634.000000 Penalty: 5320.648926
	Iteration 4Q: 3 clusters Score -8512634 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -8513175.000000 Penalty: 5320.648926
	Iteration 5Q: 3 clusters Score -8513175 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -8513975.000000 Penalty: 5320.648926
	Iteration 6Q: 3 clusters Score -8513975 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -8515260.000000 Penalty: 5320.648926
	Iteration 7F: 3 clusters Score -8515260 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -8517187.000000 Penalty: 5320.648926
	Iteration 8F: 3 clusters Score -8517187 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -8520008.000000 Penalty: 5320.648926
	Iteration 9F: 3 clusters Score -8520008 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -8523143.000000 Penalty: 5320.648926
	Iteration 10F: 3 clusters Score -8523143 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8525486.000000 Penalty: 5320.648926
	Iteration 11F: 3 clusters Score -8525486 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8526492.000000 Penalty: 5320.648926
	Iteration 12Q: 3 clusters Score -8526492 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8526885.000000 Penalty: 5320.648926
	Iteration 13Q: 3 clusters Score -8526885 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8527065.000000 Penalty: 5320.648926
	Iteration 14Q: 3 clusters Score -8527065 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8527122.000000 Penalty: 5320.648926
	Iteration 15Q: 3 clusters Score -8527122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8527165.000000 Penalty: 5320.648926
	Iteration 16Q: 3 clusters Score -8527165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8527181.000000 Penalty: 5320.648926
	Iteration 17Q: 3 clusters Score -8527181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8527199.000000 Penalty: 5320.648926
	Iteration 18Q: 3 clusters Score -8527199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8527210.000000 Penalty: 5320.648926
	Iteration 19Q: 3 clusters Score -8527210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8527210.000000 Penalty: 5320.648926
	Iteration 20F: 3 clusters Score -8527210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8527212.000000 Penalty: 5320.648926
	Iteration 21Q: 3 clusters Score -8527212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8527212.000000 Penalty: 5320.648926
	Iteration 22F: 3 clusters Score -8527212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Entering Unmasked Estep 
Score: -8123117.500000 Penalty: 2652.479980
	Iteration 0F: 2 clusters Score -8123118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -8093589.500000 Penalty: 5304.959961
	Iteration 0F: 3 clusters Score -8093590 nChanged 20373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -8104569.500000 Penalty: 5304.959961
	Iteration 1F: 3 clusters Score -8104570 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -8104989.000000 Penalty: 5304.959961
	Iteration 2Q: 3 clusters Score -8104989 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -8105402.000000 Penalty: 5304.959961
	Iteration 3Q: 3 clusters Score -8105402 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -8105896.500000 Penalty: 5304.959961
	Iteration 4Q: 3 clusters Score -8105896 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -8106644.500000 Penalty: 5304.959961
	Iteration 5Q: 3 clusters Score -8106644 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -8107832.000000 Penalty: 5304.959961
	Iteration 6F: 3 clusters Score -8107832 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -8109695.500000 Penalty: 5304.959961
	Iteration 7F: 3 clusters Score -8109696 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -8112475.000000 Penalty: 5304.959961
	Iteration 8F: 3 clusters Score -8112475 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -8116077.500000 Penalty: 5304.959961
	Iteration 9F: 3 clusters Score -8116078 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8118810.000000 Penalty: 5304.959961
	Iteration 10F: 3 clusters Score -8118810 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8120017.000000 Penalty: 5304.959961
	Iteration 11Q: 3 clusters Score -8120017 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8120468.500000 Penalty: 5304.959961
	Iteration 12Q: 3 clusters Score -8120468 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8120618.500000 Penalty: 5304.959961
	Iteration 13Q: 3 clusters Score -8120618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8120698.500000 Penalty: 5304.959961
	Iteration 14Q: 3 clusters Score -8120698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8120749.000000 Penalty: 5304.959961
	Iteration 15Q: 3 clusters Score -8120749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8120771.500000 Penalty: 5304.959961
	Iteration 16Q: 3 clusters Score -8120772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8120787.000000 Penalty: 5304.959961
	Iteration 17Q: 3 clusters Score -8120787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8120784.000000 Penalty: 5304.959961
	Iteration 18Q: 3 clusters Score -8120784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8120787.500000 Penalty: 5304.959961
	Iteration 19Q: 3 clusters Score -8120788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8120788.000000 Penalty: 5304.959961
	Iteration 20F: 3 clusters Score -8120788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -77680.875000 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -77680.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76169.109375 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -76169.11 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76484.210938 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -76484.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76622.929688 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -76622.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76762.695312 Penalty: 3172.049805
	Iteration 3F: 3 clusters Score -76762.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76830.945312 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -76830.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76929.835938 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -76929.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76994.687500 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -76994.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77043.421875 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -77043.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77076.640625 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -77076.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77120.359375 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -77120.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77222.804688 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -77222.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77279.531250 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -77279.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77313.304688 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -77313.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77324.640625 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -77324.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77335.539062 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -77335.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77342.148438 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -77342.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77344.203125 Penalty: 3172.049805
	Iteration 16Q: 3 clusters Score -77344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77344.203125 Penalty: 3172.049805
	Iteration 17F: 3 clusters Score -77344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Entering Unmasked Estep 
Score: -8582756.000000 Penalty: 2664.045654
	Iteration 0F: 2 clusters Score -8582756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -8553051.000000 Penalty: 5328.091309
	Iteration 0F: 3 clusters Score -8553051 nChanged 21322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -8564739.000000 Penalty: 5328.091309
	Iteration 1F: 3 clusters Score -8564739 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -8565377.000000 Penalty: 5328.091309
	Iteration 2Q: 3 clusters Score -8565377 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -8566107.000000 Penalty: 5328.091309
	Iteration 3Q: 3 clusters Score -8566107 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -8567145.000000 Penalty: 5328.091309
	Iteration 4Q: 3 clusters Score -8567145 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -8568723.000000 Penalty: 5328.091309
	Iteration 5F: 3 clusters Score -8568723 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -8571243.000000 Penalty: 5328.091309
	Iteration 6F: 3 clusters Score -8571243 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -8574713.000000 Penalty: 5328.091309
	Iteration 7F: 3 clusters Score -8574713 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -8577921.000000 Penalty: 5328.091309
	Iteration 8F: 3 clusters Score -8577921 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -8579650.000000 Penalty: 5328.091309
	Iteration 9Q: 3 clusters Score -8579650 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -8580254.000000 Penalty: 5328.091309
	Iteration 10Q: 3 clusters Score -8580254 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -8580439.000000 Penalty: 5328.091309
	Iteration 11Q: 3 clusters Score -8580439 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -8580552.000000 Penalty: 5328.091309
	Iteration 12Q: 3 clusters Score -8580552 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -8580598.000000 Penalty: 5328.091309
	Iteration 13Q: 3 clusters Score -8580598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -8580639.000000 Penalty: 5328.091309
	Iteration 14Q: 3 clusters Score -8580639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -8580647.000000 Penalty: 5328.091309
	Iteration 15Q: 3 clusters Score -8580647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -8580658.000000 Penalty: 5328.091309
	Iteration 16Q: 3 clusters Score -8580658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -8580677.000000 Penalty: 5328.091309
	Iteration 17Q: 3 clusters Score -8580677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -8580688.000000 Penalty: 5328.091309
	Iteration 18Q: 3 clusters Score -8580688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -8580697.000000 Penalty: 5328.091309
	Iteration 19Q: 3 clusters Score -8580697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -8580697.000000 Penalty: 5328.091309
	Iteration 20F: 3 clusters Score -8580697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -8580692.000000 Penalty: 5328.091309
	Iteration 21Q: 3 clusters Score -8580692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -8580692.000000 Penalty: 5328.091309
	Iteration 22F: 3 clusters Score -8580692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Entering Unmasked Estep 
Score: -8397860.000000 Penalty: 2659.425049
	Iteration 0F: 2 clusters Score -8397860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -8367920.500000 Penalty: 5318.850098
	Iteration 0F: 3 clusters Score -8367920 nChanged 20899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -8380122.000000 Penalty: 5318.850098
	Iteration 1F: 3 clusters Score -8380122 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -8381612.500000 Penalty: 5318.850098
	Iteration 2F: 3 clusters Score -8381612 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -8383307.500000 Penalty: 5318.850098
	Iteration 3F: 3 clusters Score -8383308 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -8385339.000000 Penalty: 5318.850098
	Iteration 4F: 3 clusters Score -8385339 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -8387631.500000 Penalty: 5318.850098
	Iteration 5F: 3 clusters Score -8387632 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -8389861.000000 Penalty: 5318.850098
	Iteration 6F: 3 clusters Score -8389861 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -8391463.000000 Penalty: 5318.850098
	Iteration 7F: 3 clusters Score -8391463 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -8392497.000000 Penalty: 5318.850098
	Iteration 8Q: 3 clusters Score -8392497 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -8393045.000000 Penalty: 5318.850098
	Iteration 9Q: 3 clusters Score -8393045 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -8393351.000000 Penalty: 5318.850098
	Iteration 10Q: 3 clusters Score -8393351 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -8393634.000000 Penalty: 5318.850098
	Iteration 11Q: 3 clusters Score -8393634 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -8393808.000000 Penalty: 5318.850098
	Iteration 12Q: 3 clusters Score -8393808 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -8393997.000000 Penalty: 5318.850098
	Iteration 13Q: 3 clusters Score -8393997 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -8394099.000000 Penalty: 5318.850098
	Iteration 14Q: 3 clusters Score -8394099 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -8394204.000000 Penalty: 5318.850098
	Iteration 15Q: 3 clusters Score -8394204 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -8394349.000000 Penalty: 5318.850098
	Iteration 16Q: 3 clusters Score -8394349 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -8394470.000000 Penalty: 5318.850098
	Iteration 17Q: 3 clusters Score -8394470 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -8394641.000000 Penalty: 5318.850098
	Iteration 18Q: 3 clusters Score -8394641 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -8394806.000000 Penalty: 5318.850098
	Iteration 19Q: 3 clusters Score -8394806 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -8394980.000000 Penalty: 5318.850098
	Iteration 20F: 3 clusters Score -8394980 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -8395135.000000 Penalty: 5318.850098
	Iteration 21Q: 3 clusters Score -8395135 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -8395299.000000 Penalty: 5318.850098
	Iteration 22Q: 3 clusters Score -8395299 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -8395495.000000 Penalty: 5318.850098
	Iteration 23Q: 3 clusters Score -8395495 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -8395725.000000 Penalty: 5318.850098
	Iteration 24Q: 3 clusters Score -8395725 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -8395897.000000 Penalty: 5318.850098
	Iteration 25Q: 3 clusters Score -8395897 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -8396028.000000 Penalty: 5318.850098
	Iteration 26Q: 3 clusters Score -8396028 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -8396172.000000 Penalty: 5318.850098
	Iteration 27Q: 3 clusters Score -8396172 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -8396290.000000 Penalty: 5318.850098
	Iteration 28Q: 3 clusters Score -8396290 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -8396374.000000 Penalty: 5318.850098
	Iteration 29Q: 3 clusters Score -8396374 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -8396424.000000 Penalty: 5318.850098
	Iteration 30Q: 3 clusters Score -8396424 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -8396493.000000 Penalty: 5318.850098
	Iteration 31Q: 3 clusters Score -8396493 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -8396559.000000 Penalty: 5318.850098
	Iteration 32Q: 3 clusters Score -8396559 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -8396618.000000 Penalty: 5318.850098
	Iteration 33Q: 3 clusters Score -8396618 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -8396689.000000 Penalty: 5318.850098
	Iteration 34Q: 3 clusters Score -8396689 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -8396744.000000 Penalty: 5318.850098
	Iteration 35Q: 3 clusters Score -8396744 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -8396776.000000 Penalty: 5318.850098
	Iteration 36Q: 3 clusters Score -8396776 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -8396825.000000 Penalty: 5318.850098
	Iteration 37Q: 3 clusters Score -8396825 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -8396858.000000 Penalty: 5318.850098
	Iteration 38Q: 3 clusters Score -8396858 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -8396874.000000 Penalty: 5318.850098
	Iteration 39Q: 3 clusters Score -8396874 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -8396936.000000 Penalty: 5318.850098
	Iteration 40F: 3 clusters Score -8396936 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -8396970.000000 Penalty: 5318.850098
	Iteration 41Q: 3 clusters Score -8396970 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -8397012.000000 Penalty: 5318.850098
	Iteration 42Q: 3 clusters Score -8397012 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -8397058.000000 Penalty: 5318.850098
	Iteration 43Q: 3 clusters Score -8397058 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -8397098.000000 Penalty: 5318.850098
	Iteration 44Q: 3 clusters Score -8397098 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -8397151.000000 Penalty: 5318.850098
	Iteration 45Q: 3 clusters Score -8397151 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8397174.000000 Penalty: 5318.850098
	Iteration 46Q: 3 clusters Score -8397174 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -8397192.000000 Penalty: 5318.850098
	Iteration 47Q: 3 clusters Score -8397192 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -8397208.000000 Penalty: 5318.850098
	Iteration 48Q: 3 clusters Score -8397208 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8397207.000000 Penalty: 5318.850098
	Iteration 49Q: 3 clusters Score -8397207 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8397231.000000 Penalty: 5318.850098
	Iteration 50Q: 3 clusters Score -8397231 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8397248.000000 Penalty: 5318.850098
	Iteration 51Q: 3 clusters Score -8397248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8397231.000000 Penalty: 5318.850098
	Iteration 52Q: 3 clusters Score -8397231 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -8397235.000000 Penalty: 5318.850098
	Iteration 53Q: 3 clusters Score -8397235 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -8397237.000000 Penalty: 5318.850098
	Iteration 54Q: 3 clusters Score -8397237 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8397235.000000 Penalty: 5318.850098
	Iteration 55Q: 3 clusters Score -8397235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8397223.000000 Penalty: 5318.850098
	Iteration 56Q: 3 clusters Score -8397223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -8397236.000000 Penalty: 5318.850098
	Iteration 57Q: 3 clusters Score -8397236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8397229.000000 Penalty: 5318.850098
	Iteration 58Q: 3 clusters Score -8397229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8397230.000000 Penalty: 5318.850098
	Iteration 59Q: 3 clusters Score -8397230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8397235.000000 Penalty: 5318.850098
	Iteration 60F: 3 clusters Score -8397235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -8397246.000000 Penalty: 5318.850098
	Iteration 61Q: 3 clusters Score -8397246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8397240.000000 Penalty: 5318.850098
	Iteration 62Q: 3 clusters Score -8397240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8397232.000000 Penalty: 5318.850098
	Iteration 63Q: 3 clusters Score -8397232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8397244.000000 Penalty: 5318.850098
	Iteration 64Q: 3 clusters Score -8397244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8397242.000000 Penalty: 5318.850098
	Iteration 65Q: 3 clusters Score -8397242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8397245.000000 Penalty: 5318.850098
	Iteration 66Q: 3 clusters Score -8397245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8397249.000000 Penalty: 5318.850098
	Iteration 67Q: 3 clusters Score -8397249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8397240.000000 Penalty: 5318.850098
	Iteration 68Q: 3 clusters Score -8397240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8397249.000000 Penalty: 5318.850098
	Iteration 69Q: 3 clusters Score -8397249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8397248.000000 Penalty: 5318.850098
	Iteration 70Q: 3 clusters Score -8397248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8397249.000000 Penalty: 5318.850098
	Iteration 71Q: 3 clusters Score -8397249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -8397243.000000 Penalty: 5318.850098
	Iteration 72Q: 3 clusters Score -8397243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8397235.000000 Penalty: 5318.850098
	Iteration 73Q: 3 clusters Score -8397235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8397238.000000 Penalty: 5318.850098
	Iteration 74Q: 3 clusters Score -8397238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8397227.000000 Penalty: 5318.850098
	Iteration 75Q: 3 clusters Score -8397227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -8397223.000000 Penalty: 5318.850098
	Iteration 76Q: 3 clusters Score -8397223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8397218.000000 Penalty: 5318.850098
	Iteration 77Q: 3 clusters Score -8397218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8397220.000000 Penalty: 5318.850098
	Iteration 78Q: 3 clusters Score -8397220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8397221.000000 Penalty: 5318.850098
	Iteration 79Q: 3 clusters Score -8397221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8397218.000000 Penalty: 5318.850098
	Iteration 80F: 3 clusters Score -8397218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8397230.000000 Penalty: 5318.850098
	Iteration 81Q: 3 clusters Score -8397230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8397228.000000 Penalty: 5318.850098
	Iteration 82Q: 3 clusters Score -8397228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8397226.000000 Penalty: 5318.850098
	Iteration 83Q: 3 clusters Score -8397226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8397232.000000 Penalty: 5318.850098
	Iteration 84Q: 3 clusters Score -8397232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8397228.000000 Penalty: 5318.850098
	Iteration 85Q: 3 clusters Score -8397228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8397224.000000 Penalty: 5318.850098
	Iteration 86Q: 3 clusters Score -8397224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8397225.000000 Penalty: 5318.850098
	Iteration 87Q: 3 clusters Score -8397225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8397226.000000 Penalty: 5318.850098
	Iteration 88Q: 3 clusters Score -8397226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8397224.000000 Penalty: 5318.850098
	Iteration 89Q: 3 clusters Score -8397224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8397222.000000 Penalty: 5318.850098
	Iteration 90Q: 3 clusters Score -8397222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8397223.000000 Penalty: 5318.850098
	Iteration 91Q: 3 clusters Score -8397223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8397223.000000 Penalty: 5318.850098
	Iteration 92F: 3 clusters Score -8397223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -119550.570312 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -119550.6 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 381 members 
Entering Unmasked Estep 
Score: -117818.703125 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -117818.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -118168.851562 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -118168.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -118377.765625 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -118377.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118525.460938 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -118525.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -118679.023438 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -118679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -118837.843750 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -118837.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -119019.070312 Penalty: 3301.736328
	Iteration 6F: 3 clusters Score -119019.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -119110.203125 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -119110.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -119167.242188 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -119167.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -119251.054688 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -119251.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -119342.085938 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -119342.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -119410.023438 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -119410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -119435.554688 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -119435.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -119456.296875 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -119456.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -119499.453125 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -119499.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -119519.195312 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -119519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -119534.437500 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -119534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -119539.906250 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -119539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -119541.023438 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -119541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -119545.695312 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -119545.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -119552.046875 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -119552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50252 members 
Mstep: Class 4 contains 51598 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42204 members 
Mstep: Class 7 contains 42614 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 46145 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30368 members 
Mstep: Class 13 contains 43136 members 
Mstep: Class 14 contains 42892 members 
Mstep: Class 15 contains 45575 members 
Mstep: Class 16 contains 44156 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46264 members 
Mstep: Class 19 contains 45410 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 282 members 
Entering Unmasked Estep 
Score: -106694392.000000 Penalty: 75744.453125
Splitting cluster 20 changes total score from -106695672.000000 to -106694392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -161633.078125 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -161633.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -159756.046875 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -159756 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -160070.781250 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -160070.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -160181.500000 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -160181.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -160307.171875 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -160307.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -160431.765625 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -160431.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -160593.203125 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -160593.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -160721.468750 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -160721.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -160815.734375 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -160815.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -160878.937500 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -160878.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -160915.328125 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -160915.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160959.031250 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -160959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -161001.171875 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -161001.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -161033.281250 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -161033.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -161060.109375 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -161060.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -161076.984375 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -161077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -161090.078125 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -161090.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -161098.000000 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -161098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -161098.000000 Penalty: 3421.762451
	Iteration 17F: 3 clusters Score -161098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -65267.609375 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -65267.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -64085.183594 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -64085.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -64217.625000 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -64217.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -64245.750000 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -64245.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -64276.449219 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -64276.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -64309.253906 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -64309.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -64336.414062 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -64336.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64343.156250 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -64343.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64345.929688 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -64345.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -64349.980469 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -64349.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -64350.746094 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -64350.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -64350.746094 Penalty: 2834.011475
	Iteration 10F: 3 clusters Score -64350.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50252 members 
Mstep: Class 4 contains 51598 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42204 members 
Mstep: Class 7 contains 42614 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 46145 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30368 members 
Mstep: Class 13 contains 43136 members 
Mstep: Class 14 contains 42892 members 
Mstep: Class 15 contains 45575 members 
Mstep: Class 16 contains 44156 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46264 members 
Mstep: Class 19 contains 45410 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695896.000000 Penalty: 72451.218750
Iteration 399Q: 23 clusters Score -1.066959e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50253 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42237 members 
Mstep: Class 7 contains 42588 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 46160 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30375 members 
Mstep: Class 13 contains 43077 members 
Mstep: Class 14 contains 42886 members 
Mstep: Class 15 contains 45570 members 
Mstep: Class 16 contains 44159 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46259 members 
Mstep: Class 19 contains 45420 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695952.000000 Penalty: 72451.218750
Iteration 400F: 23 clusters Score -1.06696e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50260 members 
Mstep: Class 4 contains 51667 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42268 members 
Mstep: Class 7 contains 42572 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 46180 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30383 members 
Mstep: Class 13 contains 43060 members 
Mstep: Class 14 contains 42862 members 
Mstep: Class 15 contains 45538 members 
Mstep: Class 16 contains 44175 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46234 members 
Mstep: Class 19 contains 45424 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696136.000000 Penalty: 72451.218750
Iteration 401Q: 23 clusters Score -1.066961e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50274 members 
Mstep: Class 4 contains 51689 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 42294 members 
Mstep: Class 7 contains 42531 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 46195 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30393 members 
Mstep: Class 13 contains 43036 members 
Mstep: Class 14 contains 42861 members 
Mstep: Class 15 contains 45490 members 
Mstep: Class 16 contains 44182 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46215 members 
Mstep: Class 19 contains 45470 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696328.000000 Penalty: 72451.218750
Iteration 402Q: 23 clusters Score -1.066963e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50290 members 
Mstep: Class 4 contains 51711 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 42285 members 
Mstep: Class 7 contains 42515 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 46169 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30395 members 
Mstep: Class 13 contains 43002 members 
Mstep: Class 14 contains 42868 members 
Mstep: Class 15 contains 45486 members 
Mstep: Class 16 contains 44202 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46219 members 
Mstep: Class 19 contains 45495 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696400.000000 Penalty: 72451.218750
Iteration 403Q: 23 clusters Score -1.066964e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50296 members 
Mstep: Class 4 contains 51743 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42297 members 
Mstep: Class 7 contains 42478 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 46169 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30398 members 
Mstep: Class 13 contains 43003 members 
Mstep: Class 14 contains 42875 members 
Mstep: Class 15 contains 45482 members 
Mstep: Class 16 contains 44197 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46221 members 
Mstep: Class 19 contains 45507 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696160.000000 Penalty: 72451.218750
Iteration 404Q: 23 clusters Score -1.066962e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50311 members 
Mstep: Class 4 contains 51766 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42311 members 
Mstep: Class 7 contains 42450 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 46150 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30402 members 
Mstep: Class 13 contains 43025 members 
Mstep: Class 14 contains 42878 members 
Mstep: Class 15 contains 45454 members 
Mstep: Class 16 contains 44206 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46231 members 
Mstep: Class 19 contains 45492 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696128.000000 Penalty: 72451.218750
Iteration 405Q: 23 clusters Score -1.066961e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50322 members 
Mstep: Class 4 contains 51771 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42308 members 
Mstep: Class 7 contains 42447 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 46143 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30407 members 
Mstep: Class 13 contains 43034 members 
Mstep: Class 14 contains 42872 members 
Mstep: Class 15 contains 45419 members 
Mstep: Class 16 contains 44192 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46271 members 
Mstep: Class 19 contains 45502 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696256.000000 Penalty: 72451.218750
Iteration 406Q: 23 clusters Score -1.066963e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50335 members 
Mstep: Class 4 contains 51793 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42306 members 
Mstep: Class 7 contains 42410 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 46159 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30409 members 
Mstep: Class 13 contains 43032 members 
Mstep: Class 14 contains 42852 members 
Mstep: Class 15 contains 45381 members 
Mstep: Class 16 contains 44190 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 45530 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696416.000000 Penalty: 72451.218750
Iteration 407Q: 23 clusters Score -1.066964e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50331 members 
Mstep: Class 4 contains 51805 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42289 members 
Mstep: Class 7 contains 42391 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 46168 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30412 members 
Mstep: Class 13 contains 43045 members 
Mstep: Class 14 contains 42843 members 
Mstep: Class 15 contains 45383 members 
Mstep: Class 16 contains 44191 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46303 members 
Mstep: Class 19 contains 45537 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696408.000000 Penalty: 72451.218750
Iteration 408Q: 23 clusters Score -1.066964e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50334 members 
Mstep: Class 4 contains 51812 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42260 members 
Mstep: Class 7 contains 42365 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 46154 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30413 members 
Mstep: Class 13 contains 43048 members 
Mstep: Class 14 contains 42840 members 
Mstep: Class 15 contains 45385 members 
Mstep: Class 16 contains 44211 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46301 members 
Mstep: Class 19 contains 45583 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696624.000000 Penalty: 72451.218750
Iteration 409Q: 23 clusters Score -1.066966e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50339 members 
Mstep: Class 4 contains 51876 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42229 members 
Mstep: Class 7 contains 42354 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 46101 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30418 members 
Mstep: Class 13 contains 43038 members 
Mstep: Class 14 contains 42818 members 
Mstep: Class 15 contains 45384 members 
Mstep: Class 16 contains 44211 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46309 members 
Mstep: Class 19 contains 45635 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696944.000000 Penalty: 72451.218750
Iteration 410Q: 23 clusters Score -1.066969e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50360 members 
Mstep: Class 4 contains 51902 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42192 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 46079 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30417 members 
Mstep: Class 13 contains 43035 members 
Mstep: Class 14 contains 42800 members 
Mstep: Class 15 contains 45400 members 
Mstep: Class 16 contains 44211 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46305 members 
Mstep: Class 19 contains 45686 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697024.000000 Penalty: 72451.218750
Iteration 411Q: 23 clusters Score -1.06697e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50388 members 
Mstep: Class 4 contains 51966 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42136 members 
Mstep: Class 7 contains 42287 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 46068 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30420 members 
Mstep: Class 13 contains 43011 members 
Mstep: Class 14 contains 42793 members 
Mstep: Class 15 contains 45408 members 
Mstep: Class 16 contains 44210 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46294 members 
Mstep: Class 19 contains 45717 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696888.000000 Penalty: 72451.218750
Iteration 412Q: 23 clusters Score -1.066969e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50410 members 
Mstep: Class 4 contains 52043 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42106 members 
Mstep: Class 7 contains 42293 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 46020 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 42984 members 
Mstep: Class 14 contains 42787 members 
Mstep: Class 15 contains 45448 members 
Mstep: Class 16 contains 44206 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46291 members 
Mstep: Class 19 contains 45702 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697016.000000 Penalty: 72451.218750
Iteration 413Q: 23 clusters Score -1.06697e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50432 members 
Mstep: Class 4 contains 52125 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42080 members 
Mstep: Class 7 contains 42314 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 45966 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30431 members 
Mstep: Class 13 contains 42956 members 
Mstep: Class 14 contains 42781 members 
Mstep: Class 15 contains 45429 members 
Mstep: Class 16 contains 44201 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46290 members 
Mstep: Class 19 contains 45728 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697104.000000 Penalty: 72451.218750
Iteration 414Q: 23 clusters Score -1.066971e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50486 members 
Mstep: Class 4 contains 52203 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42037 members 
Mstep: Class 7 contains 42307 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 45939 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30441 members 
Mstep: Class 13 contains 42942 members 
Mstep: Class 14 contains 42780 members 
Mstep: Class 15 contains 45376 members 
Mstep: Class 16 contains 44191 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46288 members 
Mstep: Class 19 contains 45742 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697160.000000 Penalty: 72451.218750
Iteration 415Q: 23 clusters Score -1.066972e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50520 members 
Mstep: Class 4 contains 52291 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 42013 members 
Mstep: Class 7 contains 42315 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 45900 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30450 members 
Mstep: Class 13 contains 42933 members 
Mstep: Class 14 contains 42779 members 
Mstep: Class 15 contains 45317 members 
Mstep: Class 16 contains 44198 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46266 members 
Mstep: Class 19 contains 45762 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696992.000000 Penalty: 72451.218750
Iteration 416Q: 23 clusters Score -1.06697e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50538 members 
Mstep: Class 4 contains 52368 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 41988 members 
Mstep: Class 7 contains 42315 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45888 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30461 members 
Mstep: Class 13 contains 42878 members 
Mstep: Class 14 contains 42774 members 
Mstep: Class 15 contains 45316 members 
Mstep: Class 16 contains 44198 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46234 members 
Mstep: Class 19 contains 45784 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696952.000000 Penalty: 72451.218750
Iteration 417Q: 23 clusters Score -1.06697e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50563 members 
Mstep: Class 4 contains 52462 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 41951 members 
Mstep: Class 7 contains 42322 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 45840 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30471 members 
Mstep: Class 13 contains 42813 members 
Mstep: Class 14 contains 42776 members 
Mstep: Class 15 contains 45308 members 
Mstep: Class 16 contains 44188 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46231 members 
Mstep: Class 19 contains 45815 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696888.000000 Penalty: 72451.218750
Iteration 418Q: 23 clusters Score -1.066969e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 52529 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 41917 members 
Mstep: Class 7 contains 42318 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45792 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30486 members 
Mstep: Class 13 contains 42779 members 
Mstep: Class 14 contains 42792 members 
Mstep: Class 15 contains 45327 members 
Mstep: Class 16 contains 44193 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46218 members 
Mstep: Class 19 contains 45808 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696832.000000 Penalty: 72451.218750
Iteration 419Q: 23 clusters Score -1.066968e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50597 members 
Mstep: Class 4 contains 52644 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 41882 members 
Mstep: Class 7 contains 42334 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45752 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30495 members 
Mstep: Class 13 contains 42738 members 
Mstep: Class 14 contains 42803 members 
Mstep: Class 15 contains 45352 members 
Mstep: Class 16 contains 44205 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46187 members 
Mstep: Class 19 contains 45775 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696904.000000 Penalty: 72451.218750
Iteration 420F: 23 clusters Score -1.066969e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50605 members 
Mstep: Class 4 contains 52755 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 41833 members 
Mstep: Class 7 contains 42325 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45699 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30506 members 
Mstep: Class 13 contains 42710 members 
Mstep: Class 14 contains 42810 members 
Mstep: Class 15 contains 45410 members 
Mstep: Class 16 contains 44188 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46166 members 
Mstep: Class 19 contains 45773 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696936.000000 Penalty: 72451.218750
Iteration 421Q: 23 clusters Score -1.066969e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50609 members 
Mstep: Class 4 contains 52892 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 41775 members 
Mstep: Class 7 contains 42314 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45659 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30518 members 
Mstep: Class 13 contains 42706 members 
Mstep: Class 14 contains 42812 members 
Mstep: Class 15 contains 45455 members 
Mstep: Class 16 contains 44179 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46134 members 
Mstep: Class 19 contains 45755 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696872.000000 Penalty: 72451.218750
Iteration 422Q: 23 clusters Score -1.066969e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50643 members 
Mstep: Class 4 contains 53007 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 41709 members 
Mstep: Class 7 contains 42299 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45603 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30531 members 
Mstep: Class 13 contains 42703 members 
Mstep: Class 14 contains 42817 members 
Mstep: Class 15 contains 45518 members 
Mstep: Class 16 contains 44167 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46105 members 
Mstep: Class 19 contains 45746 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697136.000000 Penalty: 72451.218750
Iteration 423Q: 23 clusters Score -1.066971e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50664 members 
Mstep: Class 4 contains 53105 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41615 members 
Mstep: Class 7 contains 42291 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45546 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30538 members 
Mstep: Class 13 contains 42740 members 
Mstep: Class 14 contains 42826 members 
Mstep: Class 15 contains 45552 members 
Mstep: Class 16 contains 44173 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46064 members 
Mstep: Class 19 contains 45750 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696872.000000 Penalty: 72451.218750
Iteration 424Q: 23 clusters Score -1.066969e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50676 members 
Mstep: Class 4 contains 53198 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41561 members 
Mstep: Class 7 contains 42274 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45515 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30547 members 
Mstep: Class 13 contains 42766 members 
Mstep: Class 14 contains 42850 members 
Mstep: Class 15 contains 45562 members 
Mstep: Class 16 contains 44160 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 46026 members 
Mstep: Class 19 contains 45751 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697120.000000 Penalty: 72451.218750
Iteration 425Q: 23 clusters Score -1.066971e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50696 members 
Mstep: Class 4 contains 53270 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41519 members 
Mstep: Class 7 contains 42262 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45496 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30556 members 
Mstep: Class 13 contains 42756 members 
Mstep: Class 14 contains 42863 members 
Mstep: Class 15 contains 45586 members 
Mstep: Class 16 contains 44144 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45998 members 
Mstep: Class 19 contains 45748 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697112.000000 Penalty: 72451.218750
Iteration 426Q: 23 clusters Score -1.066971e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50691 members 
Mstep: Class 4 contains 53365 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41484 members 
Mstep: Class 7 contains 42261 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30562 members 
Mstep: Class 13 contains 42702 members 
Mstep: Class 14 contains 42872 members 
Mstep: Class 15 contains 45603 members 
Mstep: Class 16 contains 44142 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45966 members 
Mstep: Class 19 contains 45732 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697128.000000 Penalty: 72451.218750
Iteration 427Q: 23 clusters Score -1.066971e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50698 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41411 members 
Mstep: Class 7 contains 42265 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45533 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30572 members 
Mstep: Class 13 contains 42701 members 
Mstep: Class 14 contains 42884 members 
Mstep: Class 15 contains 45630 members 
Mstep: Class 16 contains 44144 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45933 members 
Mstep: Class 19 contains 45692 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697064.000000 Penalty: 72451.218750
Iteration 428Q: 23 clusters Score -1.066971e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50725 members 
Mstep: Class 4 contains 53488 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41408 members 
Mstep: Class 7 contains 42262 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45533 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30578 members 
Mstep: Class 13 contains 42736 members 
Mstep: Class 14 contains 42876 members 
Mstep: Class 15 contains 45619 members 
Mstep: Class 16 contains 44136 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45895 members 
Mstep: Class 19 contains 45673 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696912.000000 Penalty: 72451.218750
Iteration 429Q: 23 clusters Score -1.066969e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50717 members 
Mstep: Class 4 contains 53528 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41379 members 
Mstep: Class 7 contains 42257 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45498 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30580 members 
Mstep: Class 13 contains 42819 members 
Mstep: Class 14 contains 42887 members 
Mstep: Class 15 contains 45630 members 
Mstep: Class 16 contains 44128 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45877 members 
Mstep: Class 19 contains 45652 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697064.000000 Penalty: 72451.218750
Iteration 430Q: 23 clusters Score -1.066971e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50717 members 
Mstep: Class 4 contains 53533 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41311 members 
Mstep: Class 7 contains 42260 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45486 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30583 members 
Mstep: Class 13 contains 42870 members 
Mstep: Class 14 contains 42891 members 
Mstep: Class 15 contains 45667 members 
Mstep: Class 16 contains 44128 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45848 members 
Mstep: Class 19 contains 45667 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697024.000000 Penalty: 72451.218750
Iteration 431Q: 23 clusters Score -1.06697e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50711 members 
Mstep: Class 4 contains 53578 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41233 members 
Mstep: Class 7 contains 42256 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45484 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30581 members 
Mstep: Class 13 contains 42876 members 
Mstep: Class 14 contains 42903 members 
Mstep: Class 15 contains 45671 members 
Mstep: Class 16 contains 44156 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45861 members 
Mstep: Class 19 contains 45659 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697296.000000 Penalty: 72451.218750
Iteration 432Q: 23 clusters Score -1.066973e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50690 members 
Mstep: Class 4 contains 53621 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41216 members 
Mstep: Class 7 contains 42202 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45528 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30577 members 
Mstep: Class 13 contains 42823 members 
Mstep: Class 14 contains 42908 members 
Mstep: Class 15 contains 45695 members 
Mstep: Class 16 contains 44173 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45855 members 
Mstep: Class 19 contains 45655 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697232.000000 Penalty: 72451.218750
Iteration 433Q: 23 clusters Score -1.066972e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50682 members 
Mstep: Class 4 contains 53661 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41180 members 
Mstep: Class 7 contains 42154 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45534 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30576 members 
Mstep: Class 13 contains 42819 members 
Mstep: Class 14 contains 42894 members 
Mstep: Class 15 contains 45735 members 
Mstep: Class 16 contains 44190 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45856 members 
Mstep: Class 19 contains 45651 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697424.000000 Penalty: 72451.218750
Iteration 434Q: 23 clusters Score -1.066974e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50674 members 
Mstep: Class 4 contains 53727 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41150 members 
Mstep: Class 7 contains 42120 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45547 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30583 members 
Mstep: Class 13 contains 42811 members 
Mstep: Class 14 contains 42870 members 
Mstep: Class 15 contains 45757 members 
Mstep: Class 16 contains 44216 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45852 members 
Mstep: Class 19 contains 45625 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697376.000000 Penalty: 72451.218750
Iteration 435Q: 23 clusters Score -1.066974e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50638 members 
Mstep: Class 4 contains 53778 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41137 members 
Mstep: Class 7 contains 42107 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45541 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30586 members 
Mstep: Class 13 contains 42832 members 
Mstep: Class 14 contains 42879 members 
Mstep: Class 15 contains 45752 members 
Mstep: Class 16 contains 44220 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45841 members 
Mstep: Class 19 contains 45624 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697304.000000 Penalty: 72451.218750
Iteration 436Q: 23 clusters Score -1.066973e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50607 members 
Mstep: Class 4 contains 53813 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41100 members 
Mstep: Class 7 contains 42076 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45564 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30585 members 
Mstep: Class 13 contains 42872 members 
Mstep: Class 14 contains 42872 members 
Mstep: Class 15 contains 45736 members 
Mstep: Class 16 contains 44236 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45836 members 
Mstep: Class 19 contains 45618 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697256.000000 Penalty: 72451.218750
Iteration 437Q: 23 clusters Score -1.066973e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50581 members 
Mstep: Class 4 contains 53841 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 41080 members 
Mstep: Class 7 contains 42051 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45560 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30588 members 
Mstep: Class 13 contains 42909 members 
Mstep: Class 14 contains 42870 members 
Mstep: Class 15 contains 45736 members 
Mstep: Class 16 contains 44250 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45819 members 
Mstep: Class 19 contains 45621 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697112.000000 Penalty: 72451.218750
Iteration 438Q: 23 clusters Score -1.066971e+08 nChanged 1481
Entering ConstructFrom: 
Score: -106697112.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (46309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Entering Unmasked Estep 
Score: -8509030.000000 Penalty: 2664.286621
	Iteration 0F: 2 clusters Score -8509030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8478774.000000 Penalty: 5328.573242
	Iteration 0F: 3 clusters Score -8478774 nChanged 21446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -8490461.000000 Penalty: 5328.573242
	Iteration 1F: 3 clusters Score -8490461 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -8490924.000000 Penalty: 5328.573242
	Iteration 2Q: 3 clusters Score -8490924 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -8491245.000000 Penalty: 5328.573242
	Iteration 3Q: 3 clusters Score -8491245 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -8491556.000000 Penalty: 5328.573242
	Iteration 4Q: 3 clusters Score -8491556 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -8491823.000000 Penalty: 5328.573242
	Iteration 5Q: 3 clusters Score -8491823 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -8492076.000000 Penalty: 5328.573242
	Iteration 6Q: 3 clusters Score -8492076 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -8492432.000000 Penalty: 5328.573242
	Iteration 7Q: 3 clusters Score -8492432 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -8492946.000000 Penalty: 5328.573242
	Iteration 8Q: 3 clusters Score -8492946 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -8493735.000000 Penalty: 5328.573242
	Iteration 9Q: 3 clusters Score -8493735 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -8495076.000000 Penalty: 5328.573242
	Iteration 10Q: 3 clusters Score -8495076 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -8497112.000000 Penalty: 5328.573242
	Iteration 11F: 3 clusters Score -8497112 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -8499852.000000 Penalty: 5328.573242
	Iteration 12F: 3 clusters Score -8499852 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -8502787.000000 Penalty: 5328.573242
	Iteration 13F: 3 clusters Score -8502787 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -8504838.000000 Penalty: 5328.573242
	Iteration 14F: 3 clusters Score -8504838 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8505833.000000 Penalty: 5328.573242
	Iteration 15Q: 3 clusters Score -8505833 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -8506274.000000 Penalty: 5328.573242
	Iteration 16Q: 3 clusters Score -8506274 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -8506456.000000 Penalty: 5328.573242
	Iteration 17Q: 3 clusters Score -8506456 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -8506569.000000 Penalty: 5328.573242
	Iteration 18Q: 3 clusters Score -8506569 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -8506644.000000 Penalty: 5328.573242
	Iteration 19Q: 3 clusters Score -8506644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -8506718.000000 Penalty: 5328.573242
	Iteration 20F: 3 clusters Score -8506718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -8506748.000000 Penalty: 5328.573242
	Iteration 21Q: 3 clusters Score -8506748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -8506763.000000 Penalty: 5328.573242
	Iteration 22Q: 3 clusters Score -8506763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -8506774.000000 Penalty: 5328.573242
	Iteration 23Q: 3 clusters Score -8506774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -8506779.000000 Penalty: 5328.573242
	Iteration 24Q: 3 clusters Score -8506779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -8506780.000000 Penalty: 5328.573242
	Iteration 25Q: 3 clusters Score -8506780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -8506796.000000 Penalty: 5328.573242
	Iteration 26Q: 3 clusters Score -8506796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -8506797.000000 Penalty: 5328.573242
	Iteration 27Q: 3 clusters Score -8506797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -8506801.000000 Penalty: 5328.573242
	Iteration 28Q: 3 clusters Score -8506801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -8506805.000000 Penalty: 5328.573242
	Iteration 29Q: 3 clusters Score -8506805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -8506811.000000 Penalty: 5328.573242
	Iteration 30Q: 3 clusters Score -8506811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -8506811.000000 Penalty: 5328.573242
	Iteration 31Q: 3 clusters Score -8506811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -8506811.000000 Penalty: 5328.573242
	Iteration 32F: 3 clusters Score -8506811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -18166.832031 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -18166.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17175.710938 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -17175.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17277.234375 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -17277.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17323.275391 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -17323.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17380.443359 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -17380.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17382.619141 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -17382.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17386.720703 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -17386.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17386.720703 Penalty: 2730.644531
	Iteration 6F: 3 clusters Score -17386.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Entering Unmasked Estep 
Score: -9418362.000000 Penalty: 2686.082031
	Iteration 0F: 2 clusters Score -9418362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -9388230.000000 Penalty: 5372.164062
	Iteration 0F: 3 clusters Score -9388230 nChanged 23353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -9401214.000000 Penalty: 5372.164062
	Iteration 1F: 3 clusters Score -9401214 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -9401681.000000 Penalty: 5372.164062
	Iteration 2Q: 3 clusters Score -9401681 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -9402102.000000 Penalty: 5372.164062
	Iteration 3Q: 3 clusters Score -9402102 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -9402588.000000 Penalty: 5372.164062
	Iteration 4Q: 3 clusters Score -9402588 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -9402971.000000 Penalty: 5372.164062
	Iteration 5Q: 3 clusters Score -9402971 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -9403420.000000 Penalty: 5372.164062
	Iteration 6Q: 3 clusters Score -9403420 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -9403906.000000 Penalty: 5372.164062
	Iteration 7Q: 3 clusters Score -9403906 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -9404693.000000 Penalty: 5372.164062
	Iteration 8Q: 3 clusters Score -9404693 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -9405661.000000 Penalty: 5372.164062
	Iteration 9Q: 3 clusters Score -9405661 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -9407267.000000 Penalty: 5372.164062
	Iteration 10F: 3 clusters Score -9407267 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -9409491.000000 Penalty: 5372.164062
	Iteration 11F: 3 clusters Score -9409491 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -9412218.000000 Penalty: 5372.164062
	Iteration 12F: 3 clusters Score -9412218 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -9414905.000000 Penalty: 5372.164062
	Iteration 13Q: 3 clusters Score -9414905 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -9416546.000000 Penalty: 5372.164062
	Iteration 14Q: 3 clusters Score -9416546 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -9417292.000000 Penalty: 5372.164062
	Iteration 15Q: 3 clusters Score -9417292 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -9417619.000000 Penalty: 5372.164062
	Iteration 16Q: 3 clusters Score -9417619 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -9417759.000000 Penalty: 5372.164062
	Iteration 17Q: 3 clusters Score -9417759 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9417902.000000 Penalty: 5372.164062
	Iteration 18Q: 3 clusters Score -9417902 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -9417858.000000 Penalty: 5372.164062
	Iteration 19Q: 3 clusters Score -9417858 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -9417823.000000 Penalty: 5372.164062
	Iteration 20F: 3 clusters Score -9417823 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -9417825.000000 Penalty: 5372.164062
	Iteration 21Q: 3 clusters Score -9417825 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -9417815.000000 Penalty: 5372.164062
	Iteration 22Q: 3 clusters Score -9417815 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -9417747.000000 Penalty: 5372.164062
	Iteration 23Q: 3 clusters Score -9417747 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -9417685.000000 Penalty: 5372.164062
	Iteration 24Q: 3 clusters Score -9417685 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -9417586.000000 Penalty: 5372.164062
	Iteration 25Q: 3 clusters Score -9417586 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -9417509.000000 Penalty: 5372.164062
	Iteration 26Q: 3 clusters Score -9417509 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -9417371.000000 Penalty: 5372.164062
	Iteration 27Q: 3 clusters Score -9417371 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -9417315.000000 Penalty: 5372.164062
	Iteration 28Q: 3 clusters Score -9417315 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -9417249.000000 Penalty: 5372.164062
	Iteration 29Q: 3 clusters Score -9417249 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -9417207.000000 Penalty: 5372.164062
	Iteration 30Q: 3 clusters Score -9417207 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -9417083.000000 Penalty: 5372.164062
	Iteration 31Q: 3 clusters Score -9417083 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -9417023.000000 Penalty: 5372.164062
	Iteration 32Q: 3 clusters Score -9417023 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -9416972.000000 Penalty: 5372.164062
	Iteration 33Q: 3 clusters Score -9416972 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -9416897.000000 Penalty: 5372.164062
	Iteration 34Q: 3 clusters Score -9416897 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -9416829.000000 Penalty: 5372.164062
	Iteration 35Q: 3 clusters Score -9416829 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -9416773.000000 Penalty: 5372.164062
	Iteration 36Q: 3 clusters Score -9416773 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -9416722.000000 Penalty: 5372.164062
	Iteration 37Q: 3 clusters Score -9416722 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -9416734.000000 Penalty: 5372.164062
	Iteration 38Q: 3 clusters Score -9416734 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -9416712.000000 Penalty: 5372.164062
	Iteration 39Q: 3 clusters Score -9416712 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -9416667.000000 Penalty: 5372.164062
	Iteration 40F: 3 clusters Score -9416667 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -9416653.000000 Penalty: 5372.164062
	Iteration 41Q: 3 clusters Score -9416653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -9416642.000000 Penalty: 5372.164062
	Iteration 42Q: 3 clusters Score -9416642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -9416625.000000 Penalty: 5372.164062
	Iteration 43Q: 3 clusters Score -9416625 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -9416607.000000 Penalty: 5372.164062
	Iteration 44Q: 3 clusters Score -9416607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -9416584.000000 Penalty: 5372.164062
	Iteration 45Q: 3 clusters Score -9416584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -9416568.000000 Penalty: 5372.164062
	Iteration 46Q: 3 clusters Score -9416568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -9416551.000000 Penalty: 5372.164062
	Iteration 47Q: 3 clusters Score -9416551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -9416541.000000 Penalty: 5372.164062
	Iteration 48Q: 3 clusters Score -9416541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -9416543.000000 Penalty: 5372.164062
	Iteration 49Q: 3 clusters Score -9416543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -9416533.000000 Penalty: 5372.164062
	Iteration 50Q: 3 clusters Score -9416533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -9416535.000000 Penalty: 5372.164062
	Iteration 51Q: 3 clusters Score -9416535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -9416507.000000 Penalty: 5372.164062
	Iteration 52Q: 3 clusters Score -9416507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -9416501.000000 Penalty: 5372.164062
	Iteration 53Q: 3 clusters Score -9416501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -9416494.000000 Penalty: 5372.164062
	Iteration 54Q: 3 clusters Score -9416494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -9416473.000000 Penalty: 5372.164062
	Iteration 55Q: 3 clusters Score -9416473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -9416478.000000 Penalty: 5372.164062
	Iteration 56Q: 3 clusters Score -9416478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -9416489.000000 Penalty: 5372.164062
	Iteration 57Q: 3 clusters Score -9416489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -9416493.000000 Penalty: 5372.164062
	Iteration 58Q: 3 clusters Score -9416493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -9416487.000000 Penalty: 5372.164062
	Iteration 59Q: 3 clusters Score -9416487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -9416480.000000 Penalty: 5372.164062
	Iteration 60F: 3 clusters Score -9416480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -9416462.000000 Penalty: 5372.164062
	Iteration 61Q: 3 clusters Score -9416462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -9416472.000000 Penalty: 5372.164062
	Iteration 62Q: 3 clusters Score -9416472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -9416470.000000 Penalty: 5372.164062
	Iteration 63Q: 3 clusters Score -9416470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -9416476.000000 Penalty: 5372.164062
	Iteration 64Q: 3 clusters Score -9416476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -9416470.000000 Penalty: 5372.164062
	Iteration 65Q: 3 clusters Score -9416470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -9416477.000000 Penalty: 5372.164062
	Iteration 66Q: 3 clusters Score -9416477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -9416464.000000 Penalty: 5372.164062
	Iteration 67Q: 3 clusters Score -9416464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -9416457.000000 Penalty: 5372.164062
	Iteration 68Q: 3 clusters Score -9416457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -9416459.000000 Penalty: 5372.164062
	Iteration 69Q: 3 clusters Score -9416459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -9416457.000000 Penalty: 5372.164062
	Iteration 70Q: 3 clusters Score -9416457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -9416459.000000 Penalty: 5372.164062
	Iteration 71Q: 3 clusters Score -9416459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -9416459.000000 Penalty: 5372.164062
	Iteration 72F: 3 clusters Score -9416459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Entering Unmasked Estep 
Score: -10043381.000000 Penalty: 2701.724609
	Iteration 0F: 2 clusters Score -1.004338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -10012907.000000 Penalty: 5403.449219
	Iteration 0F: 3 clusters Score -1.001291e+07 nChanged 25058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -10026604.000000 Penalty: 5403.449219
	Iteration 1F: 3 clusters Score -1.00266e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -10027111.000000 Penalty: 5403.449219
	Iteration 2Q: 3 clusters Score -1.002711e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -10027629.000000 Penalty: 5403.449219
	Iteration 3Q: 3 clusters Score -1.002763e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -10028288.000000 Penalty: 5403.449219
	Iteration 4Q: 3 clusters Score -1.002829e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -10029305.000000 Penalty: 5403.449219
	Iteration 5Q: 3 clusters Score -1.00293e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -10030786.000000 Penalty: 5403.449219
	Iteration 6F: 3 clusters Score -1.003079e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -10033335.000000 Penalty: 5403.449219
	Iteration 7F: 3 clusters Score -1.003334e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -10036178.000000 Penalty: 5403.449219
	Iteration 8F: 3 clusters Score -1.003618e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -10038009.000000 Penalty: 5403.449219
	Iteration 9F: 3 clusters Score -1.003801e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -10039645.000000 Penalty: 5403.449219
	Iteration 10F: 3 clusters Score -1.003964e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -10040651.000000 Penalty: 5403.449219
	Iteration 11Q: 3 clusters Score -1.004065e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10040853.000000 Penalty: 5403.449219
	Iteration 12Q: 3 clusters Score -1.004085e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10040984.000000 Penalty: 5403.449219
	Iteration 13Q: 3 clusters Score -1.004098e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10041078.000000 Penalty: 5403.449219
	Iteration 14Q: 3 clusters Score -1.004108e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10041119.000000 Penalty: 5403.449219
	Iteration 15Q: 3 clusters Score -1.004112e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10041157.000000 Penalty: 5403.449219
	Iteration 16Q: 3 clusters Score -1.004116e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10041176.000000 Penalty: 5403.449219
	Iteration 17Q: 3 clusters Score -1.004118e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10041204.000000 Penalty: 5403.449219
	Iteration 18Q: 3 clusters Score -1.00412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -10041231.000000 Penalty: 5403.449219
	Iteration 19Q: 3 clusters Score -1.004123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10041237.000000 Penalty: 5403.449219
	Iteration 20F: 3 clusters Score -1.004124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10041247.000000 Penalty: 5403.449219
	Iteration 21Q: 3 clusters Score -1.004125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10041233.000000 Penalty: 5403.449219
	Iteration 22Q: 3 clusters Score -1.004123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10041252.000000 Penalty: 5403.449219
	Iteration 23Q: 3 clusters Score -1.004125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10041253.000000 Penalty: 5403.449219
	Iteration 24Q: 3 clusters Score -1.004125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10041250.000000 Penalty: 5403.449219
	Iteration 25Q: 3 clusters Score -1.004125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10041246.000000 Penalty: 5403.449219
	Iteration 26Q: 3 clusters Score -1.004125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10041247.000000 Penalty: 5403.449219
	Iteration 27Q: 3 clusters Score -1.004125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10041248.000000 Penalty: 5403.449219
	Iteration 28Q: 3 clusters Score -1.004125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10041250.000000 Penalty: 5403.449219
	Iteration 29Q: 3 clusters Score -1.004125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10041254.000000 Penalty: 5403.449219
	Iteration 30Q: 3 clusters Score -1.004125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10041247.000000 Penalty: 5403.449219
	Iteration 31Q: 3 clusters Score -1.004125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10041250.000000 Penalty: 5403.449219
	Iteration 32Q: 3 clusters Score -1.004125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10041251.000000 Penalty: 5403.449219
	Iteration 33Q: 3 clusters Score -1.004125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10041252.000000 Penalty: 5403.449219
	Iteration 34Q: 3 clusters Score -1.004125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10041252.000000 Penalty: 5403.449219
	Iteration 35F: 3 clusters Score -1.004125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -416405.062500 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -416405.1 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 1206 members 
Entering Unmasked Estep 
Score: -413579.093750 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -413579.1 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -414190.312500 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -414190.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -414416.156250 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -414416.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -414536.656250 Penalty: 3862.747314
	Iteration 3F: 3 clusters Score -414536.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -414617.312500 Penalty: 3862.747314
	Iteration 4Q: 3 clusters Score -414617.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -414670.281250 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -414670.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -414716.500000 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -414716.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -414788.062500 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -414788.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -414894.343750 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -414894.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -415009.562500 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -415009.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -415126.156250 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -415126.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -415248.937500 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -415248.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -415384.875000 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -415384.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -415519.875000 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -415519.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -415691.812500 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -415691.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -415812.000000 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -415812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -415894.468750 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -415894.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -415948.468750 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -415948.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -415974.031250 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -415974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -416003.968750 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -416004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -416031.687500 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -416031.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -416048.656250 Penalty: 3862.747314
	Iteration 21Q: 3 clusters Score -416048.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -416055.093750 Penalty: 3862.747314
	Iteration 22Q: 3 clusters Score -416055.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -416059.531250 Penalty: 3862.747314
	Iteration 23Q: 3 clusters Score -416059.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -416062.968750 Penalty: 3862.747314
	Iteration 24Q: 3 clusters Score -416063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -416064.593750 Penalty: 3862.747314
	Iteration 25Q: 3 clusters Score -416064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -416066.312500 Penalty: 3862.747314
	Iteration 26Q: 3 clusters Score -416066.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -416068.812500 Penalty: 3862.747314
	Iteration 27Q: 3 clusters Score -416068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -416069.468750 Penalty: 3862.747314
	Iteration 28Q: 3 clusters Score -416069.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -416069.468750 Penalty: 3862.747314
	Iteration 29F: 3 clusters Score -416069.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Entering Unmasked Estep 
Score: -7613791.500000 Penalty: 2634.481934
	Iteration 0F: 2 clusters Score -7613792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -7586090.000000 Penalty: 5268.963867
	Iteration 0F: 3 clusters Score -7586090 nChanged 18814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -7596284.000000 Penalty: 5268.963867
	Iteration 1F: 3 clusters Score -7596284 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -7596792.000000 Penalty: 5268.963867
	Iteration 2Q: 3 clusters Score -7596792 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -7597216.000000 Penalty: 5268.963867
	Iteration 3Q: 3 clusters Score -7597216 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -7597636.500000 Penalty: 5268.963867
	Iteration 4Q: 3 clusters Score -7597636 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -7598083.500000 Penalty: 5268.963867
	Iteration 5Q: 3 clusters Score -7598084 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -7598677.000000 Penalty: 5268.963867
	Iteration 6Q: 3 clusters Score -7598677 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -7599451.500000 Penalty: 5268.963867
	Iteration 7Q: 3 clusters Score -7599452 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -7600436.500000 Penalty: 5268.963867
	Iteration 8Q: 3 clusters Score -7600436 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -7601788.000000 Penalty: 5268.963867
	Iteration 9Q: 3 clusters Score -7601788 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -7603350.000000 Penalty: 5268.963867
	Iteration 10Q: 3 clusters Score -7603350 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -7604944.000000 Penalty: 5268.963867
	Iteration 11Q: 3 clusters Score -7604944 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -7606264.000000 Penalty: 5268.963867
	Iteration 12Q: 3 clusters Score -7606264 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -7607270.000000 Penalty: 5268.963867
	Iteration 13Q: 3 clusters Score -7607270 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -7607918.500000 Penalty: 5268.963867
	Iteration 14Q: 3 clusters Score -7607918 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -7608389.500000 Penalty: 5268.963867
	Iteration 15Q: 3 clusters Score -7608390 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -7608741.000000 Penalty: 5268.963867
	Iteration 16Q: 3 clusters Score -7608741 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -7609047.000000 Penalty: 5268.963867
	Iteration 17Q: 3 clusters Score -7609047 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -7609288.500000 Penalty: 5268.963867
	Iteration 18Q: 3 clusters Score -7609288 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -7609559.000000 Penalty: 5268.963867
	Iteration 19Q: 3 clusters Score -7609559 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7609799.000000 Penalty: 5268.963867
	Iteration 20F: 3 clusters Score -7609799 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7610015.500000 Penalty: 5268.963867
	Iteration 21Q: 3 clusters Score -7610016 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7610201.500000 Penalty: 5268.963867
	Iteration 22Q: 3 clusters Score -7610202 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7610409.500000 Penalty: 5268.963867
	Iteration 23Q: 3 clusters Score -7610410 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7610575.500000 Penalty: 5268.963867
	Iteration 24Q: 3 clusters Score -7610576 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7610743.500000 Penalty: 5268.963867
	Iteration 25Q: 3 clusters Score -7610744 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7610863.000000 Penalty: 5268.963867
	Iteration 26Q: 3 clusters Score -7610863 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7610998.500000 Penalty: 5268.963867
	Iteration 27Q: 3 clusters Score -7610998 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7611111.500000 Penalty: 5268.963867
	Iteration 28Q: 3 clusters Score -7611112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7611191.500000 Penalty: 5268.963867
	Iteration 29Q: 3 clusters Score -7611192 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7611261.500000 Penalty: 5268.963867
	Iteration 30Q: 3 clusters Score -7611262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7611292.500000 Penalty: 5268.963867
	Iteration 31Q: 3 clusters Score -7611292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7611319.500000 Penalty: 5268.963867
	Iteration 32Q: 3 clusters Score -7611320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7611338.000000 Penalty: 5268.963867
	Iteration 33Q: 3 clusters Score -7611338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7611354.500000 Penalty: 5268.963867
	Iteration 34Q: 3 clusters Score -7611354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7611366.500000 Penalty: 5268.963867
	Iteration 35Q: 3 clusters Score -7611366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7611388.000000 Penalty: 5268.963867
	Iteration 36Q: 3 clusters Score -7611388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7611398.500000 Penalty: 5268.963867
	Iteration 37Q: 3 clusters Score -7611398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7611401.500000 Penalty: 5268.963867
	Iteration 38Q: 3 clusters Score -7611402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7611409.000000 Penalty: 5268.963867
	Iteration 39Q: 3 clusters Score -7611409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7611418.500000 Penalty: 5268.963867
	Iteration 40F: 3 clusters Score -7611418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7611416.500000 Penalty: 5268.963867
	Iteration 41Q: 3 clusters Score -7611416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7611435.500000 Penalty: 5268.963867
	Iteration 42Q: 3 clusters Score -7611436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7611443.000000 Penalty: 5268.963867
	Iteration 43Q: 3 clusters Score -7611443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7611447.000000 Penalty: 5268.963867
	Iteration 44Q: 3 clusters Score -7611447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7611453.000000 Penalty: 5268.963867
	Iteration 45Q: 3 clusters Score -7611453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7611454.500000 Penalty: 5268.963867
	Iteration 46Q: 3 clusters Score -7611454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7611458.000000 Penalty: 5268.963867
	Iteration 47Q: 3 clusters Score -7611458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7611467.500000 Penalty: 5268.963867
	Iteration 48Q: 3 clusters Score -7611468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7611479.000000 Penalty: 5268.963867
	Iteration 49Q: 3 clusters Score -7611479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7611472.000000 Penalty: 5268.963867
	Iteration 50Q: 3 clusters Score -7611472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7611476.000000 Penalty: 5268.963867
	Iteration 51Q: 3 clusters Score -7611476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7611477.500000 Penalty: 5268.963867
	Iteration 52Q: 3 clusters Score -7611478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7611484.500000 Penalty: 5268.963867
	Iteration 53Q: 3 clusters Score -7611484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7611484.500000 Penalty: 5268.963867
	Iteration 54F: 3 clusters Score -7611484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Entering Unmasked Estep 
Score: -7740948.000000 Penalty: 2640.212891
	Iteration 0F: 2 clusters Score -7740948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -7712560.500000 Penalty: 5280.425781
	Iteration 0F: 3 clusters Score -7712560 nChanged 19314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -7723136.500000 Penalty: 5280.425781
	Iteration 1F: 3 clusters Score -7723136 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -7723608.500000 Penalty: 5280.425781
	Iteration 2Q: 3 clusters Score -7723608 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -7724076.500000 Penalty: 5280.425781
	Iteration 3Q: 3 clusters Score -7724076 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -7724756.000000 Penalty: 5280.425781
	Iteration 4Q: 3 clusters Score -7724756 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -7725626.000000 Penalty: 5280.425781
	Iteration 5Q: 3 clusters Score -7725626 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -7726916.500000 Penalty: 5280.425781
	Iteration 6F: 3 clusters Score -7726916 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -7728869.000000 Penalty: 5280.425781
	Iteration 7F: 3 clusters Score -7728869 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -7731423.500000 Penalty: 5280.425781
	Iteration 8F: 3 clusters Score -7731424 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -7734147.000000 Penalty: 5280.425781
	Iteration 9F: 3 clusters Score -7734147 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -7736249.000000 Penalty: 5280.425781
	Iteration 10F: 3 clusters Score -7736249 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -7737449.000000 Penalty: 5280.425781
	Iteration 11Q: 3 clusters Score -7737449 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -7738033.000000 Penalty: 5280.425781
	Iteration 12Q: 3 clusters Score -7738033 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -7738313.500000 Penalty: 5280.425781
	Iteration 13Q: 3 clusters Score -7738314 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -7738481.000000 Penalty: 5280.425781
	Iteration 14Q: 3 clusters Score -7738481 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -7738552.000000 Penalty: 5280.425781
	Iteration 15Q: 3 clusters Score -7738552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -7738592.500000 Penalty: 5280.425781
	Iteration 16Q: 3 clusters Score -7738592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -7738612.000000 Penalty: 5280.425781
	Iteration 17Q: 3 clusters Score -7738612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -7738624.000000 Penalty: 5280.425781
	Iteration 18Q: 3 clusters Score -7738624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -7738631.000000 Penalty: 5280.425781
	Iteration 19Q: 3 clusters Score -7738631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -7738639.500000 Penalty: 5280.425781
	Iteration 20F: 3 clusters Score -7738640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -7738642.500000 Penalty: 5280.425781
	Iteration 21Q: 3 clusters Score -7738642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -7738652.000000 Penalty: 5280.425781
	Iteration 22Q: 3 clusters Score -7738652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -7738653.000000 Penalty: 5280.425781
	Iteration 23Q: 3 clusters Score -7738653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -7738653.500000 Penalty: 5280.425781
	Iteration 24Q: 3 clusters Score -7738654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -7738661.000000 Penalty: 5280.425781
	Iteration 25Q: 3 clusters Score -7738661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -7738659.500000 Penalty: 5280.425781
	Iteration 26Q: 3 clusters Score -7738660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -7738663.000000 Penalty: 5280.425781
	Iteration 27Q: 3 clusters Score -7738663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -7738673.000000 Penalty: 5280.425781
	Iteration 28Q: 3 clusters Score -7738673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -7738670.500000 Penalty: 5280.425781
	Iteration 29Q: 3 clusters Score -7738670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -7738674.500000 Penalty: 5280.425781
	Iteration 30Q: 3 clusters Score -7738674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -7738679.500000 Penalty: 5280.425781
	Iteration 31Q: 3 clusters Score -7738680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -7738679.500000 Penalty: 5280.425781
	Iteration 32F: 3 clusters Score -7738680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -75084.085938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -75084.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73578.835938 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -73578.84 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73905.187500 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -73905.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74081.937500 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -74081.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74166.906250 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -74166.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74222.039062 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -74222.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74258.820312 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -74258.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74284.179688 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -74284.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74318.320312 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -74318.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74366.765625 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -74366.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74435.000000 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -74435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74523.804688 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -74523.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74567.617188 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -74567.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74602.015625 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -74602.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74636.062500 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -74636.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74718.125000 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -74718.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74733.039062 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -74733.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74735.273438 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -74735.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74751.898438 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -74751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74756.078125 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -74756.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74757.984375 Penalty: 3122.451904
	Iteration 19F: 3 clusters Score -74757.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74774.726562 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -74774.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -231394.109375 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -231394.1 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 668 members 
Entering Unmasked Estep 
Score: -229334.093750 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -229334.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -229898.171875 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -229898.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -230159.640625 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -230159.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -230368.968750 Penalty: 3568.068359
	Iteration 3F: 3 clusters Score -230369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -230518.140625 Penalty: 3568.068359
	Iteration 4F: 3 clusters Score -230518.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230660.796875 Penalty: 3568.068359
	Iteration 5F: 3 clusters Score -230660.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -230815.765625 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -230815.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -230945.046875 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -230945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -231023.906250 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -231023.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -231091.000000 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -231091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -231158.484375 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -231158.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -231223.015625 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -231223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -231244.781250 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -231244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -231252.859375 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -231252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -231255.734375 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -231255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -231258.281250 Penalty: 3568.068359
	Iteration 15Q: 3 clusters Score -231258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -231259.156250 Penalty: 3568.068359
	Iteration 16Q: 3 clusters Score -231259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -231268.375000 Penalty: 3568.068359
	Iteration 17Q: 3 clusters Score -231268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -231282.093750 Penalty: 3568.068359
	Iteration 18Q: 3 clusters Score -231282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -231283.078125 Penalty: 3568.068359
	Iteration 19Q: 3 clusters Score -231283.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -231284.437500 Penalty: 3568.068359
	Iteration 20F: 3 clusters Score -231284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -231289.484375 Penalty: 3568.068359
	Iteration 21Q: 3 clusters Score -231289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -231300.812500 Penalty: 3568.068359
	Iteration 22Q: 3 clusters Score -231300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -231311.703125 Penalty: 3568.068359
	Iteration 23Q: 3 clusters Score -231311.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -231326.796875 Penalty: 3568.068359
	Iteration 24Q: 3 clusters Score -231326.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231351.921875 Penalty: 3568.068359
	Iteration 25Q: 3 clusters Score -231351.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -231371.703125 Penalty: 3568.068359
	Iteration 26Q: 3 clusters Score -231371.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -231394.343750 Penalty: 3568.068359
	Iteration 27Q: 3 clusters Score -231394.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -231451.265625 Penalty: 3568.068359
	Iteration 28Q: 3 clusters Score -231451.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -231551.171875 Penalty: 3568.068359
	Iteration 29Q: 3 clusters Score -231551.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -231598.015625 Penalty: 3568.068359
	Iteration 30Q: 3 clusters Score -231598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -231626.093750 Penalty: 3568.068359
	Iteration 31Q: 3 clusters Score -231626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -231680.906250 Penalty: 3568.068359
	Iteration 32Q: 3 clusters Score -231680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -231713.453125 Penalty: 3568.068359
	Iteration 33Q: 3 clusters Score -231713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -231761.921875 Penalty: 3568.068359
	Iteration 34Q: 3 clusters Score -231761.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -231780.781250 Penalty: 3568.068359
	Iteration 35Q: 3 clusters Score -231780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -231862.687500 Penalty: 3568.068359
	Iteration 36F: 3 clusters Score -231862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -231907.687500 Penalty: 3568.068359
	Iteration 37Q: 3 clusters Score -231907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -231916.625000 Penalty: 3568.068359
	Iteration 38Q: 3 clusters Score -231916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -231922.609375 Penalty: 3568.068359
	Iteration 39Q: 3 clusters Score -231922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -231924.562500 Penalty: 3568.068359
	Iteration 40F: 3 clusters Score -231924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50563 members 
Mstep: Class 4 contains 53855 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 41065 members 
Mstep: Class 7 contains 42025 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 45575 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30591 members 
Mstep: Class 13 contains 42962 members 
Mstep: Class 14 contains 42852 members 
Mstep: Class 15 contains 45751 members 
Mstep: Class 16 contains 44261 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45800 members 
Mstep: Class 19 contains 45597 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 1131 members 
Entering Unmasked Estep 
Score: -106695912.000000 Penalty: 75744.453125
Splitting cluster 9 changes total score from -106697112.000000 to -106695912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (45575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Entering Unmasked Estep 
Score: -8596092.000000 Penalty: 2660.324463
	Iteration 0F: 2 clusters Score -8596092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -8567416.000000 Penalty: 5320.648926
	Iteration 0F: 3 clusters Score -8567416 nChanged 20946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -8578966.000000 Penalty: 5320.648926
	Iteration 1F: 3 clusters Score -8578966 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -8579648.000000 Penalty: 5320.648926
	Iteration 2Q: 3 clusters Score -8579648 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -8580446.000000 Penalty: 5320.648926
	Iteration 3Q: 3 clusters Score -8580446 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -8581191.000000 Penalty: 5320.648926
	Iteration 4Q: 3 clusters Score -8581191 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -8581939.000000 Penalty: 5320.648926
	Iteration 5Q: 3 clusters Score -8581939 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -8582729.000000 Penalty: 5320.648926
	Iteration 6Q: 3 clusters Score -8582729 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -8583701.000000 Penalty: 5320.648926
	Iteration 7Q: 3 clusters Score -8583701 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -8584827.000000 Penalty: 5320.648926
	Iteration 8Q: 3 clusters Score -8584827 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -8586281.000000 Penalty: 5320.648926
	Iteration 9Q: 3 clusters Score -8586281 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -8587850.000000 Penalty: 5320.648926
	Iteration 10F: 3 clusters Score -8587850 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -8589350.000000 Penalty: 5320.648926
	Iteration 11Q: 3 clusters Score -8589350 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -8590480.000000 Penalty: 5320.648926
	Iteration 12Q: 3 clusters Score -8590480 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -8591156.000000 Penalty: 5320.648926
	Iteration 13Q: 3 clusters Score -8591156 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -8591607.000000 Penalty: 5320.648926
	Iteration 14Q: 3 clusters Score -8591607 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -8592053.000000 Penalty: 5320.648926
	Iteration 15Q: 3 clusters Score -8592053 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -8592372.000000 Penalty: 5320.648926
	Iteration 16Q: 3 clusters Score -8592372 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -8592646.000000 Penalty: 5320.648926
	Iteration 17Q: 3 clusters Score -8592646 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -8593107.000000 Penalty: 5320.648926
	Iteration 18Q: 3 clusters Score -8593107 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -8593491.000000 Penalty: 5320.648926
	Iteration 19Q: 3 clusters Score -8593491 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -8593670.000000 Penalty: 5320.648926
	Iteration 20F: 3 clusters Score -8593670 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -8593809.000000 Penalty: 5320.648926
	Iteration 21Q: 3 clusters Score -8593809 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -8593934.000000 Penalty: 5320.648926
	Iteration 22Q: 3 clusters Score -8593934 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8594063.000000 Penalty: 5320.648926
	Iteration 23Q: 3 clusters Score -8594063 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -8594145.000000 Penalty: 5320.648926
	Iteration 24Q: 3 clusters Score -8594145 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -8594188.000000 Penalty: 5320.648926
	Iteration 25Q: 3 clusters Score -8594188 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -8594222.000000 Penalty: 5320.648926
	Iteration 26Q: 3 clusters Score -8594222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -8594255.000000 Penalty: 5320.648926
	Iteration 27Q: 3 clusters Score -8594255 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -8594276.000000 Penalty: 5320.648926
	Iteration 28Q: 3 clusters Score -8594276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -8594294.000000 Penalty: 5320.648926
	Iteration 29Q: 3 clusters Score -8594294 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8594315.000000 Penalty: 5320.648926
	Iteration 30Q: 3 clusters Score -8594315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -8594322.000000 Penalty: 5320.648926
	Iteration 31Q: 3 clusters Score -8594322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -8594323.000000 Penalty: 5320.648926
	Iteration 32Q: 3 clusters Score -8594323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -8594320.000000 Penalty: 5320.648926
	Iteration 33Q: 3 clusters Score -8594320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8594330.000000 Penalty: 5320.648926
	Iteration 34Q: 3 clusters Score -8594330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -8594339.000000 Penalty: 5320.648926
	Iteration 35Q: 3 clusters Score -8594339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8594339.000000 Penalty: 5320.648926
	Iteration 36Q: 3 clusters Score -8594339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -8594338.000000 Penalty: 5320.648926
	Iteration 37Q: 3 clusters Score -8594338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8594352.000000 Penalty: 5320.648926
	Iteration 38Q: 3 clusters Score -8594352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -8594345.000000 Penalty: 5320.648926
	Iteration 39Q: 3 clusters Score -8594345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -8594351.000000 Penalty: 5320.648926
	Iteration 40F: 3 clusters Score -8594351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -8594342.000000 Penalty: 5320.648926
	Iteration 41Q: 3 clusters Score -8594342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8594344.000000 Penalty: 5320.648926
	Iteration 42Q: 3 clusters Score -8594344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8594340.000000 Penalty: 5320.648926
	Iteration 43Q: 3 clusters Score -8594340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8594344.000000 Penalty: 5320.648926
	Iteration 44Q: 3 clusters Score -8594344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -8594337.000000 Penalty: 5320.648926
	Iteration 45Q: 3 clusters Score -8594337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8594342.000000 Penalty: 5320.648926
	Iteration 46Q: 3 clusters Score -8594342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8594339.000000 Penalty: 5320.648926
	Iteration 47Q: 3 clusters Score -8594339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8594337.000000 Penalty: 5320.648926
	Iteration 48Q: 3 clusters Score -8594337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8594337.000000 Penalty: 5320.648926
	Iteration 49F: 3 clusters Score -8594337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -49571.371094 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -49571.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48142.375000 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -48142.38 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48408.523438 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -48408.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48551.917969 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -48551.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48631.382812 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -48631.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48680.335938 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -48680.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48703.421875 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -48703.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48729.492188 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -48729.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48735.429688 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -48735.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48753.375000 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -48753.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48771.679688 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -48771.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48778.375000 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -48778.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48793.175781 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -48793.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48810.074219 Penalty: 3055.958740
	Iteration 12Q: 3 clusters Score -48810.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48823.867188 Penalty: 3055.958740
	Iteration 13Q: 3 clusters Score -48823.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48844.550781 Penalty: 3055.958740
	Iteration 14Q: 3 clusters Score -48844.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48854.136719 Penalty: 3055.958740
	Iteration 15Q: 3 clusters Score -48854.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48854.136719 Penalty: 3055.958740
	Iteration 16F: 3 clusters Score -48854.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Entering Unmasked Estep 
Score: -5515075.000000 Penalty: 2561.458252
	Iteration 0F: 2 clusters Score -5515075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -5494222.500000 Penalty: 5122.916504
	Iteration 0F: 3 clusters Score -5494222 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -5501521.500000 Penalty: 5122.916504
	Iteration 1F: 3 clusters Score -5501522 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -5502006.000000 Penalty: 5122.916504
	Iteration 2Q: 3 clusters Score -5502006 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -5502523.500000 Penalty: 5122.916504
	Iteration 3Q: 3 clusters Score -5502524 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -5503167.500000 Penalty: 5122.916504
	Iteration 4Q: 3 clusters Score -5503168 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -5503958.500000 Penalty: 5122.916504
	Iteration 5F: 3 clusters Score -5503958 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -5504862.500000 Penalty: 5122.916504
	Iteration 6F: 3 clusters Score -5504862 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -5505845.500000 Penalty: 5122.916504
	Iteration 7F: 3 clusters Score -5505846 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -5506893.000000 Penalty: 5122.916504
	Iteration 8F: 3 clusters Score -5506893 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -5507913.500000 Penalty: 5122.916504
	Iteration 9F: 3 clusters Score -5507914 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -5508737.500000 Penalty: 5122.916504
	Iteration 10Q: 3 clusters Score -5508738 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -5509433.000000 Penalty: 5122.916504
	Iteration 11Q: 3 clusters Score -5509433 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -5509958.500000 Penalty: 5122.916504
	Iteration 12Q: 3 clusters Score -5509958 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -5510442.500000 Penalty: 5122.916504
	Iteration 13Q: 3 clusters Score -5510442 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -5510878.500000 Penalty: 5122.916504
	Iteration 14Q: 3 clusters Score -5510878 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5511430.000000 Penalty: 5122.916504
	Iteration 15Q: 3 clusters Score -5511430 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5511984.000000 Penalty: 5122.916504
	Iteration 16Q: 3 clusters Score -5511984 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5512484.000000 Penalty: 5122.916504
	Iteration 17Q: 3 clusters Score -5512484 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5512864.000000 Penalty: 5122.916504
	Iteration 18Q: 3 clusters Score -5512864 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5513087.000000 Penalty: 5122.916504
	Iteration 19Q: 3 clusters Score -5513087 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5513172.000000 Penalty: 5122.916504
	Iteration 20F: 3 clusters Score -5513172 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5513203.500000 Penalty: 5122.916504
	Iteration 21Q: 3 clusters Score -5513204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5513236.500000 Penalty: 5122.916504
	Iteration 22Q: 3 clusters Score -5513236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5513237.500000 Penalty: 5122.916504
	Iteration 23Q: 3 clusters Score -5513238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5513238.000000 Penalty: 5122.916504
	Iteration 24Q: 3 clusters Score -5513238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5513238.500000 Penalty: 5122.916504
	Iteration 25Q: 3 clusters Score -5513238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5513247.000000 Penalty: 5122.916504
	Iteration 26Q: 3 clusters Score -5513247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5513246.000000 Penalty: 5122.916504
	Iteration 27Q: 3 clusters Score -5513246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5513250.500000 Penalty: 5122.916504
	Iteration 28Q: 3 clusters Score -5513250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5513242.000000 Penalty: 5122.916504
	Iteration 29Q: 3 clusters Score -5513242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5513240.500000 Penalty: 5122.916504
	Iteration 30Q: 3 clusters Score -5513240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5513240.500000 Penalty: 5122.916504
	Iteration 31F: 3 clusters Score -5513240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Entering Unmasked Estep 
Score: -8012476.000000 Penalty: 2645.681885
	Iteration 0F: 2 clusters Score -8012476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -7984058.500000 Penalty: 5291.363770
	Iteration 0F: 3 clusters Score -7984058 nChanged 19669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -7995351.500000 Penalty: 5291.363770
	Iteration 1F: 3 clusters Score -7995352 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -7996420.000000 Penalty: 5291.363770
	Iteration 2F: 3 clusters Score -7996420 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -7997658.000000 Penalty: 5291.363770
	Iteration 3F: 3 clusters Score -7997658 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -7999202.000000 Penalty: 5291.363770
	Iteration 4F: 3 clusters Score -7999202 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -8001232.500000 Penalty: 5291.363770
	Iteration 5F: 3 clusters Score -8001232 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -8003657.500000 Penalty: 5291.363770
	Iteration 6F: 3 clusters Score -8003658 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -8005897.000000 Penalty: 5291.363770
	Iteration 7F: 3 clusters Score -8005897 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -8007392.500000 Penalty: 5291.363770
	Iteration 8Q: 3 clusters Score -8007392 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -8008295.500000 Penalty: 5291.363770
	Iteration 9Q: 3 clusters Score -8008296 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -8008777.000000 Penalty: 5291.363770
	Iteration 10Q: 3 clusters Score -8008777 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -8009103.000000 Penalty: 5291.363770
	Iteration 11Q: 3 clusters Score -8009103 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -8009318.500000 Penalty: 5291.363770
	Iteration 12Q: 3 clusters Score -8009318 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -8009473.500000 Penalty: 5291.363770
	Iteration 13Q: 3 clusters Score -8009474 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -8009594.500000 Penalty: 5291.363770
	Iteration 14Q: 3 clusters Score -8009594 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -8009698.500000 Penalty: 5291.363770
	Iteration 15Q: 3 clusters Score -8009698 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -8009802.500000 Penalty: 5291.363770
	Iteration 16Q: 3 clusters Score -8009802 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -8009895.500000 Penalty: 5291.363770
	Iteration 17Q: 3 clusters Score -8009896 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -8009988.000000 Penalty: 5291.363770
	Iteration 18Q: 3 clusters Score -8009988 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -8010079.500000 Penalty: 5291.363770
	Iteration 19Q: 3 clusters Score -8010080 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -8010089.500000 Penalty: 5291.363770
	Iteration 20F: 3 clusters Score -8010090 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -8010172.000000 Penalty: 5291.363770
	Iteration 21Q: 3 clusters Score -8010172 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -8010232.500000 Penalty: 5291.363770
	Iteration 22Q: 3 clusters Score -8010232 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -8010317.000000 Penalty: 5291.363770
	Iteration 23Q: 3 clusters Score -8010317 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -8010360.500000 Penalty: 5291.363770
	Iteration 24Q: 3 clusters Score -8010360 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -8010448.500000 Penalty: 5291.363770
	Iteration 25Q: 3 clusters Score -8010448 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -8010532.500000 Penalty: 5291.363770
	Iteration 26Q: 3 clusters Score -8010532 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -8010634.500000 Penalty: 5291.363770
	Iteration 27Q: 3 clusters Score -8010634 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -8010700.000000 Penalty: 5291.363770
	Iteration 28Q: 3 clusters Score -8010700 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -8010756.000000 Penalty: 5291.363770
	Iteration 29Q: 3 clusters Score -8010756 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -8010796.500000 Penalty: 5291.363770
	Iteration 30Q: 3 clusters Score -8010796 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -8010794.000000 Penalty: 5291.363770
	Iteration 31Q: 3 clusters Score -8010794 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -8010830.000000 Penalty: 5291.363770
	Iteration 32Q: 3 clusters Score -8010830 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -8010822.000000 Penalty: 5291.363770
	Iteration 33Q: 3 clusters Score -8010822 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -8010828.000000 Penalty: 5291.363770
	Iteration 34Q: 3 clusters Score -8010828 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -8010846.500000 Penalty: 5291.363770
	Iteration 35Q: 3 clusters Score -8010846 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -8010848.500000 Penalty: 5291.363770
	Iteration 36Q: 3 clusters Score -8010848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -8010861.000000 Penalty: 5291.363770
	Iteration 37Q: 3 clusters Score -8010861 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -8010881.500000 Penalty: 5291.363770
	Iteration 38Q: 3 clusters Score -8010882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -8010897.500000 Penalty: 5291.363770
	Iteration 39Q: 3 clusters Score -8010898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -8010891.500000 Penalty: 5291.363770
	Iteration 40F: 3 clusters Score -8010892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -8010885.000000 Penalty: 5291.363770
	Iteration 41Q: 3 clusters Score -8010885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -8010901.000000 Penalty: 5291.363770
	Iteration 42Q: 3 clusters Score -8010901 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -8010907.500000 Penalty: 5291.363770
	Iteration 43Q: 3 clusters Score -8010908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -8010908.500000 Penalty: 5291.363770
	Iteration 44Q: 3 clusters Score -8010908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -8010907.000000 Penalty: 5291.363770
	Iteration 45Q: 3 clusters Score -8010907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -8010916.000000 Penalty: 5291.363770
	Iteration 46Q: 3 clusters Score -8010916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -8010929.000000 Penalty: 5291.363770
	Iteration 47Q: 3 clusters Score -8010929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -8010930.500000 Penalty: 5291.363770
	Iteration 48Q: 3 clusters Score -8010930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -8010934.500000 Penalty: 5291.363770
	Iteration 49Q: 3 clusters Score -8010934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -8010937.500000 Penalty: 5291.363770
	Iteration 50Q: 3 clusters Score -8010938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -8010928.500000 Penalty: 5291.363770
	Iteration 51Q: 3 clusters Score -8010928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -8010920.000000 Penalty: 5291.363770
	Iteration 52Q: 3 clusters Score -8010920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -8010926.500000 Penalty: 5291.363770
	Iteration 53Q: 3 clusters Score -8010926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -8010940.000000 Penalty: 5291.363770
	Iteration 54Q: 3 clusters Score -8010940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -8010952.000000 Penalty: 5291.363770
	Iteration 55Q: 3 clusters Score -8010952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -8010953.000000 Penalty: 5291.363770
	Iteration 56Q: 3 clusters Score -8010953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -8010937.000000 Penalty: 5291.363770
	Iteration 57Q: 3 clusters Score -8010937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -8010937.000000 Penalty: 5291.363770
	Iteration 58Q: 3 clusters Score -8010937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -8010929.000000 Penalty: 5291.363770
	Iteration 59Q: 3 clusters Score -8010929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -8010929.500000 Penalty: 5291.363770
	Iteration 60F: 3 clusters Score -8010930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -8010929.500000 Penalty: 5291.363770
	Iteration 61Q: 3 clusters Score -8010930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -8010926.000000 Penalty: 5291.363770
	Iteration 62Q: 3 clusters Score -8010926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -8010931.500000 Penalty: 5291.363770
	Iteration 63Q: 3 clusters Score -8010932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -8010926.000000 Penalty: 5291.363770
	Iteration 64Q: 3 clusters Score -8010926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -8010927.500000 Penalty: 5291.363770
	Iteration 65Q: 3 clusters Score -8010928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -8010935.000000 Penalty: 5291.363770
	Iteration 66Q: 3 clusters Score -8010935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -8010938.000000 Penalty: 5291.363770
	Iteration 67Q: 3 clusters Score -8010938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -8010935.000000 Penalty: 5291.363770
	Iteration 68Q: 3 clusters Score -8010935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -8010935.500000 Penalty: 5291.363770
	Iteration 69Q: 3 clusters Score -8010936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -8010928.500000 Penalty: 5291.363770
	Iteration 70Q: 3 clusters Score -8010928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -8010928.500000 Penalty: 5291.363770
	Iteration 71F: 3 clusters Score -8010928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Entering Unmasked Estep 
Score: -7959581.500000 Penalty: 2645.045898
	Iteration 0F: 2 clusters Score -7959582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -7931220.500000 Penalty: 5290.091797
	Iteration 0F: 3 clusters Score -7931220 nChanged 19567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -7941862.500000 Penalty: 5290.091797
	Iteration 1F: 3 clusters Score -7941862 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -7942446.500000 Penalty: 5290.091797
	Iteration 2Q: 3 clusters Score -7942446 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -7943095.500000 Penalty: 5290.091797
	Iteration 3Q: 3 clusters Score -7943096 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -7943932.500000 Penalty: 5290.091797
	Iteration 4Q: 3 clusters Score -7943932 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -7945085.000000 Penalty: 5290.091797
	Iteration 5Q: 3 clusters Score -7945085 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -7946523.500000 Penalty: 5290.091797
	Iteration 6Q: 3 clusters Score -7946524 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -7948298.000000 Penalty: 5290.091797
	Iteration 7F: 3 clusters Score -7948298 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -7950047.000000 Penalty: 5290.091797
	Iteration 8F: 3 clusters Score -7950047 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -7951568.000000 Penalty: 5290.091797
	Iteration 9Q: 3 clusters Score -7951568 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -7952810.000000 Penalty: 5290.091797
	Iteration 10Q: 3 clusters Score -7952810 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -7953731.000000 Penalty: 5290.091797
	Iteration 11Q: 3 clusters Score -7953731 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -7954403.500000 Penalty: 5290.091797
	Iteration 12Q: 3 clusters Score -7954404 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -7954882.000000 Penalty: 5290.091797
	Iteration 13Q: 3 clusters Score -7954882 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -7955243.000000 Penalty: 5290.091797
	Iteration 14Q: 3 clusters Score -7955243 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -7955513.500000 Penalty: 5290.091797
	Iteration 15Q: 3 clusters Score -7955514 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -7955694.000000 Penalty: 5290.091797
	Iteration 16Q: 3 clusters Score -7955694 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -7955884.500000 Penalty: 5290.091797
	Iteration 17Q: 3 clusters Score -7955884 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -7956011.500000 Penalty: 5290.091797
	Iteration 18Q: 3 clusters Score -7956012 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -7956115.000000 Penalty: 5290.091797
	Iteration 19Q: 3 clusters Score -7956115 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7956214.000000 Penalty: 5290.091797
	Iteration 20F: 3 clusters Score -7956214 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -7956321.500000 Penalty: 5290.091797
	Iteration 21Q: 3 clusters Score -7956322 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -7956425.500000 Penalty: 5290.091797
	Iteration 22Q: 3 clusters Score -7956426 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7956509.500000 Penalty: 5290.091797
	Iteration 23Q: 3 clusters Score -7956510 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7956610.500000 Penalty: 5290.091797
	Iteration 24Q: 3 clusters Score -7956610 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -7956703.500000 Penalty: 5290.091797
	Iteration 25Q: 3 clusters Score -7956704 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -7956799.500000 Penalty: 5290.091797
	Iteration 26Q: 3 clusters Score -7956800 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7956877.500000 Penalty: 5290.091797
	Iteration 27Q: 3 clusters Score -7956878 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7956925.000000 Penalty: 5290.091797
	Iteration 28Q: 3 clusters Score -7956925 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7956991.500000 Penalty: 5290.091797
	Iteration 29Q: 3 clusters Score -7956992 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -7957049.000000 Penalty: 5290.091797
	Iteration 30Q: 3 clusters Score -7957049 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7957107.500000 Penalty: 5290.091797
	Iteration 31Q: 3 clusters Score -7957108 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7957176.500000 Penalty: 5290.091797
	Iteration 32Q: 3 clusters Score -7957176 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7957246.500000 Penalty: 5290.091797
	Iteration 33Q: 3 clusters Score -7957246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7957292.500000 Penalty: 5290.091797
	Iteration 34Q: 3 clusters Score -7957292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7957320.500000 Penalty: 5290.091797
	Iteration 35Q: 3 clusters Score -7957320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7957338.500000 Penalty: 5290.091797
	Iteration 36Q: 3 clusters Score -7957338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7957376.000000 Penalty: 5290.091797
	Iteration 37Q: 3 clusters Score -7957376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7957412.500000 Penalty: 5290.091797
	Iteration 38Q: 3 clusters Score -7957412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7957426.500000 Penalty: 5290.091797
	Iteration 39Q: 3 clusters Score -7957426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7957444.000000 Penalty: 5290.091797
	Iteration 40F: 3 clusters Score -7957444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7957443.500000 Penalty: 5290.091797
	Iteration 41Q: 3 clusters Score -7957444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7957457.500000 Penalty: 5290.091797
	Iteration 42Q: 3 clusters Score -7957458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7957466.500000 Penalty: 5290.091797
	Iteration 43Q: 3 clusters Score -7957466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7957474.500000 Penalty: 5290.091797
	Iteration 44Q: 3 clusters Score -7957474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7957479.000000 Penalty: 5290.091797
	Iteration 45Q: 3 clusters Score -7957479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7957486.000000 Penalty: 5290.091797
	Iteration 46Q: 3 clusters Score -7957486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7957488.000000 Penalty: 5290.091797
	Iteration 47Q: 3 clusters Score -7957488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7957494.500000 Penalty: 5290.091797
	Iteration 48Q: 3 clusters Score -7957494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7957505.000000 Penalty: 5290.091797
	Iteration 49Q: 3 clusters Score -7957505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7957513.500000 Penalty: 5290.091797
	Iteration 50Q: 3 clusters Score -7957514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7957518.500000 Penalty: 5290.091797
	Iteration 51Q: 3 clusters Score -7957518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7957517.500000 Penalty: 5290.091797
	Iteration 52Q: 3 clusters Score -7957518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7957517.000000 Penalty: 5290.091797
	Iteration 53Q: 3 clusters Score -7957517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7957520.500000 Penalty: 5290.091797
	Iteration 54Q: 3 clusters Score -7957520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7957523.000000 Penalty: 5290.091797
	Iteration 55Q: 3 clusters Score -7957523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7957520.500000 Penalty: 5290.091797
	Iteration 56Q: 3 clusters Score -7957520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7957517.500000 Penalty: 5290.091797
	Iteration 57Q: 3 clusters Score -7957518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7957519.000000 Penalty: 5290.091797
	Iteration 58Q: 3 clusters Score -7957519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7957520.000000 Penalty: 5290.091797
	Iteration 59Q: 3 clusters Score -7957520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7957517.500000 Penalty: 5290.091797
	Iteration 60F: 3 clusters Score -7957518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7957524.000000 Penalty: 5290.091797
	Iteration 61Q: 3 clusters Score -7957524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7957520.000000 Penalty: 5290.091797
	Iteration 62Q: 3 clusters Score -7957520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7957525.500000 Penalty: 5290.091797
	Iteration 63Q: 3 clusters Score -7957526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7957526.000000 Penalty: 5290.091797
	Iteration 64Q: 3 clusters Score -7957526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7957527.000000 Penalty: 5290.091797
	Iteration 65Q: 3 clusters Score -7957527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7957535.000000 Penalty: 5290.091797
	Iteration 66Q: 3 clusters Score -7957535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7957535.000000 Penalty: 5290.091797
	Iteration 67F: 3 clusters Score -7957535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Entering Unmasked Estep 
Score: -8564011.000000 Penalty: 2661.280273
	Iteration 0F: 2 clusters Score -8564011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8534190.000000 Penalty: 5322.560547
	Iteration 0F: 3 clusters Score -8534190 nChanged 21229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -8546044.000000 Penalty: 5322.560547
	Iteration 1F: 3 clusters Score -8546044 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -8546533.000000 Penalty: 5322.560547
	Iteration 2Q: 3 clusters Score -8546533 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -8547014.000000 Penalty: 5322.560547
	Iteration 3Q: 3 clusters Score -8547014 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -8547479.000000 Penalty: 5322.560547
	Iteration 4Q: 3 clusters Score -8547479 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -8547997.000000 Penalty: 5322.560547
	Iteration 5Q: 3 clusters Score -8547997 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -8548682.000000 Penalty: 5322.560547
	Iteration 6Q: 3 clusters Score -8548682 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -8549550.000000 Penalty: 5322.560547
	Iteration 7Q: 3 clusters Score -8549550 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -8550587.000000 Penalty: 5322.560547
	Iteration 8Q: 3 clusters Score -8550587 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -8552171.000000 Penalty: 5322.560547
	Iteration 9F: 3 clusters Score -8552171 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -8554146.000000 Penalty: 5322.560547
	Iteration 10F: 3 clusters Score -8554146 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -8556364.000000 Penalty: 5322.560547
	Iteration 11F: 3 clusters Score -8556364 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -8558420.000000 Penalty: 5322.560547
	Iteration 12F: 3 clusters Score -8558420 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8560016.000000 Penalty: 5322.560547
	Iteration 13Q: 3 clusters Score -8560016 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -8560854.000000 Penalty: 5322.560547
	Iteration 14Q: 3 clusters Score -8560854 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -8561258.000000 Penalty: 5322.560547
	Iteration 15Q: 3 clusters Score -8561258 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -8561481.000000 Penalty: 5322.560547
	Iteration 16Q: 3 clusters Score -8561481 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -8561635.000000 Penalty: 5322.560547
	Iteration 17Q: 3 clusters Score -8561635 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -8561731.000000 Penalty: 5322.560547
	Iteration 18Q: 3 clusters Score -8561731 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -8561791.000000 Penalty: 5322.560547
	Iteration 19Q: 3 clusters Score -8561791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8561836.000000 Penalty: 5322.560547
	Iteration 20F: 3 clusters Score -8561836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8561853.000000 Penalty: 5322.560547
	Iteration 21Q: 3 clusters Score -8561853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -8561879.000000 Penalty: 5322.560547
	Iteration 22Q: 3 clusters Score -8561879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -8561897.000000 Penalty: 5322.560547
	Iteration 23Q: 3 clusters Score -8561897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8561906.000000 Penalty: 5322.560547
	Iteration 24Q: 3 clusters Score -8561906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -8561918.000000 Penalty: 5322.560547
	Iteration 25Q: 3 clusters Score -8561918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8561925.000000 Penalty: 5322.560547
	Iteration 26Q: 3 clusters Score -8561925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -8561934.000000 Penalty: 5322.560547
	Iteration 27Q: 3 clusters Score -8561934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -8561936.000000 Penalty: 5322.560547
	Iteration 28Q: 3 clusters Score -8561936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -8561929.000000 Penalty: 5322.560547
	Iteration 29Q: 3 clusters Score -8561929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -8561943.000000 Penalty: 5322.560547
	Iteration 30Q: 3 clusters Score -8561943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -8561943.000000 Penalty: 5322.560547
	Iteration 31Q: 3 clusters Score -8561943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -8561949.000000 Penalty: 5322.560547
	Iteration 32Q: 3 clusters Score -8561949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -8561949.000000 Penalty: 5322.560547
	Iteration 33Q: 3 clusters Score -8561949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -8561948.000000 Penalty: 5322.560547
	Iteration 34Q: 3 clusters Score -8561948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -8561948.000000 Penalty: 5322.560547
	Iteration 35F: 3 clusters Score -8561948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Entering Unmasked Estep 
Score: -8142228.500000 Penalty: 2653.069092
	Iteration 0F: 2 clusters Score -8142228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -8112710.000000 Penalty: 5306.138184
	Iteration 0F: 3 clusters Score -8112710 nChanged 20316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -8123752.000000 Penalty: 5306.138184
	Iteration 1F: 3 clusters Score -8123752 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -8124215.000000 Penalty: 5306.138184
	Iteration 2Q: 3 clusters Score -8124215 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -8124730.500000 Penalty: 5306.138184
	Iteration 3Q: 3 clusters Score -8124730 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -8125233.000000 Penalty: 5306.138184
	Iteration 4Q: 3 clusters Score -8125233 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -8125885.000000 Penalty: 5306.138184
	Iteration 5Q: 3 clusters Score -8125885 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -8126635.000000 Penalty: 5306.138184
	Iteration 6Q: 3 clusters Score -8126635 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -8127517.500000 Penalty: 5306.138184
	Iteration 7Q: 3 clusters Score -8127518 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -8128558.500000 Penalty: 5306.138184
	Iteration 8Q: 3 clusters Score -8128558 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -8129655.000000 Penalty: 5306.138184
	Iteration 9Q: 3 clusters Score -8129655 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -8130869.000000 Penalty: 5306.138184
	Iteration 10Q: 3 clusters Score -8130869 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -8132145.500000 Penalty: 5306.138184
	Iteration 11Q: 3 clusters Score -8132146 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -8133340.500000 Penalty: 5306.138184
	Iteration 12Q: 3 clusters Score -8133340 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -8134405.500000 Penalty: 5306.138184
	Iteration 13Q: 3 clusters Score -8134406 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -8135302.500000 Penalty: 5306.138184
	Iteration 14Q: 3 clusters Score -8135302 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -8135994.000000 Penalty: 5306.138184
	Iteration 15Q: 3 clusters Score -8135994 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -8136337.500000 Penalty: 5306.138184
	Iteration 16Q: 3 clusters Score -8136338 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -8136630.000000 Penalty: 5306.138184
	Iteration 17Q: 3 clusters Score -8136630 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -8136813.500000 Penalty: 5306.138184
	Iteration 18Q: 3 clusters Score -8136814 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -8137017.500000 Penalty: 5306.138184
	Iteration 19Q: 3 clusters Score -8137018 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -8137203.500000 Penalty: 5306.138184
	Iteration 20F: 3 clusters Score -8137204 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -8137390.000000 Penalty: 5306.138184
	Iteration 21Q: 3 clusters Score -8137390 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -8137529.000000 Penalty: 5306.138184
	Iteration 22Q: 3 clusters Score -8137529 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -8137703.000000 Penalty: 5306.138184
	Iteration 23Q: 3 clusters Score -8137703 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -8137870.000000 Penalty: 5306.138184
	Iteration 24Q: 3 clusters Score -8137870 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -8138030.000000 Penalty: 5306.138184
	Iteration 25Q: 3 clusters Score -8138030 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -8138194.000000 Penalty: 5306.138184
	Iteration 26Q: 3 clusters Score -8138194 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -8138313.500000 Penalty: 5306.138184
	Iteration 27Q: 3 clusters Score -8138314 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -8138482.500000 Penalty: 5306.138184
	Iteration 28Q: 3 clusters Score -8138482 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -8138588.000000 Penalty: 5306.138184
	Iteration 29Q: 3 clusters Score -8138588 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -8138718.500000 Penalty: 5306.138184
	Iteration 30Q: 3 clusters Score -8138718 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -8138809.500000 Penalty: 5306.138184
	Iteration 31Q: 3 clusters Score -8138810 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -8138917.500000 Penalty: 5306.138184
	Iteration 32Q: 3 clusters Score -8138918 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -8138974.500000 Penalty: 5306.138184
	Iteration 33Q: 3 clusters Score -8138974 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -8139056.500000 Penalty: 5306.138184
	Iteration 34Q: 3 clusters Score -8139056 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -8139120.500000 Penalty: 5306.138184
	Iteration 35Q: 3 clusters Score -8139120 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -8139171.000000 Penalty: 5306.138184
	Iteration 36Q: 3 clusters Score -8139171 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -8139232.500000 Penalty: 5306.138184
	Iteration 37Q: 3 clusters Score -8139232 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -8139260.000000 Penalty: 5306.138184
	Iteration 38Q: 3 clusters Score -8139260 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -8139312.500000 Penalty: 5306.138184
	Iteration 39Q: 3 clusters Score -8139312 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -8139336.000000 Penalty: 5306.138184
	Iteration 40F: 3 clusters Score -8139336 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -8139355.000000 Penalty: 5306.138184
	Iteration 41Q: 3 clusters Score -8139355 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -8139398.500000 Penalty: 5306.138184
	Iteration 42Q: 3 clusters Score -8139398 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -8139442.500000 Penalty: 5306.138184
	Iteration 43Q: 3 clusters Score -8139442 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -8139469.500000 Penalty: 5306.138184
	Iteration 44Q: 3 clusters Score -8139470 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8139492.000000 Penalty: 5306.138184
	Iteration 45Q: 3 clusters Score -8139492 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -8139506.500000 Penalty: 5306.138184
	Iteration 46Q: 3 clusters Score -8139506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8139518.500000 Penalty: 5306.138184
	Iteration 47Q: 3 clusters Score -8139518 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -8139540.500000 Penalty: 5306.138184
	Iteration 48Q: 3 clusters Score -8139540 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8139569.500000 Penalty: 5306.138184
	Iteration 49Q: 3 clusters Score -8139570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -8139625.000000 Penalty: 5306.138184
	Iteration 50Q: 3 clusters Score -8139625 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -8139642.500000 Penalty: 5306.138184
	Iteration 51Q: 3 clusters Score -8139642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8139656.000000 Penalty: 5306.138184
	Iteration 52Q: 3 clusters Score -8139656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8139665.500000 Penalty: 5306.138184
	Iteration 53Q: 3 clusters Score -8139666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -8139678.000000 Penalty: 5306.138184
	Iteration 54Q: 3 clusters Score -8139678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -8139708.000000 Penalty: 5306.138184
	Iteration 55Q: 3 clusters Score -8139708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -8139719.000000 Penalty: 5306.138184
	Iteration 56Q: 3 clusters Score -8139719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8139732.500000 Penalty: 5306.138184
	Iteration 57Q: 3 clusters Score -8139732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -8139748.000000 Penalty: 5306.138184
	Iteration 58Q: 3 clusters Score -8139748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -8139756.500000 Penalty: 5306.138184
	Iteration 59Q: 3 clusters Score -8139756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8139768.500000 Penalty: 5306.138184
	Iteration 60F: 3 clusters Score -8139768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8139771.500000 Penalty: 5306.138184
	Iteration 61Q: 3 clusters Score -8139772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8139793.500000 Penalty: 5306.138184
	Iteration 62Q: 3 clusters Score -8139794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8139810.000000 Penalty: 5306.138184
	Iteration 63Q: 3 clusters Score -8139810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8139810.500000 Penalty: 5306.138184
	Iteration 64Q: 3 clusters Score -8139810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8139837.500000 Penalty: 5306.138184
	Iteration 65Q: 3 clusters Score -8139838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8139830.500000 Penalty: 5306.138184
	Iteration 66Q: 3 clusters Score -8139830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8139838.000000 Penalty: 5306.138184
	Iteration 67Q: 3 clusters Score -8139838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8139856.500000 Penalty: 5306.138184
	Iteration 68Q: 3 clusters Score -8139856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8139860.500000 Penalty: 5306.138184
	Iteration 69Q: 3 clusters Score -8139860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8139858.500000 Penalty: 5306.138184
	Iteration 70Q: 3 clusters Score -8139858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8139863.500000 Penalty: 5306.138184
	Iteration 71Q: 3 clusters Score -8139864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8139858.000000 Penalty: 5306.138184
	Iteration 72Q: 3 clusters Score -8139858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8139890.000000 Penalty: 5306.138184
	Iteration 73Q: 3 clusters Score -8139890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8139880.000000 Penalty: 5306.138184
	Iteration 74Q: 3 clusters Score -8139880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8139896.000000 Penalty: 5306.138184
	Iteration 75Q: 3 clusters Score -8139896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8139896.000000 Penalty: 5306.138184
	Iteration 76Q: 3 clusters Score -8139896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8139893.000000 Penalty: 5306.138184
	Iteration 77Q: 3 clusters Score -8139893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -8139903.500000 Penalty: 5306.138184
	Iteration 78Q: 3 clusters Score -8139904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8139900.500000 Penalty: 5306.138184
	Iteration 79Q: 3 clusters Score -8139900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8139914.000000 Penalty: 5306.138184
	Iteration 80F: 3 clusters Score -8139914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8139914.000000 Penalty: 5306.138184
	Iteration 81Q: 3 clusters Score -8139914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8139907.000000 Penalty: 5306.138184
	Iteration 82Q: 3 clusters Score -8139907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8139925.000000 Penalty: 5306.138184
	Iteration 83Q: 3 clusters Score -8139925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -8139927.500000 Penalty: 5306.138184
	Iteration 84Q: 3 clusters Score -8139928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8139936.500000 Penalty: 5306.138184
	Iteration 85Q: 3 clusters Score -8139936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8139933.000000 Penalty: 5306.138184
	Iteration 86Q: 3 clusters Score -8139933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8139937.000000 Penalty: 5306.138184
	Iteration 87Q: 3 clusters Score -8139937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8139935.000000 Penalty: 5306.138184
	Iteration 88Q: 3 clusters Score -8139935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8139940.000000 Penalty: 5306.138184
	Iteration 89Q: 3 clusters Score -8139940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8139945.000000 Penalty: 5306.138184
	Iteration 90Q: 3 clusters Score -8139945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8139948.500000 Penalty: 5306.138184
	Iteration 91Q: 3 clusters Score -8139948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8139962.500000 Penalty: 5306.138184
	Iteration 92Q: 3 clusters Score -8139962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8139965.500000 Penalty: 5306.138184
	Iteration 93Q: 3 clusters Score -8139966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8139968.500000 Penalty: 5306.138184
	Iteration 94Q: 3 clusters Score -8139968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8139961.000000 Penalty: 5306.138184
	Iteration 95Q: 3 clusters Score -8139961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8139965.000000 Penalty: 5306.138184
	Iteration 96Q: 3 clusters Score -8139965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8139968.500000 Penalty: 5306.138184
	Iteration 97Q: 3 clusters Score -8139968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8139964.500000 Penalty: 5306.138184
	Iteration 98Q: 3 clusters Score -8139964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8139958.000000 Penalty: 5306.138184
	Iteration 99Q: 3 clusters Score -8139958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8139964.000000 Penalty: 5306.138184
	Iteration 100F: 3 clusters Score -8139964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8139962.500000 Penalty: 5306.138184
	Iteration 101Q: 3 clusters Score -8139962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8139961.500000 Penalty: 5306.138184
	Iteration 102Q: 3 clusters Score -8139962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8139963.000000 Penalty: 5306.138184
	Iteration 103Q: 3 clusters Score -8139963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8139963.000000 Penalty: 5306.138184
	Iteration 104Q: 3 clusters Score -8139963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8139966.000000 Penalty: 5306.138184
	Iteration 105Q: 3 clusters Score -8139966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8139967.500000 Penalty: 5306.138184
	Iteration 106Q: 3 clusters Score -8139968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8139968.500000 Penalty: 5306.138184
	Iteration 107Q: 3 clusters Score -8139968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8139978.500000 Penalty: 5306.138184
	Iteration 108Q: 3 clusters Score -8139978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8139965.000000 Penalty: 5306.138184
	Iteration 109Q: 3 clusters Score -8139965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8139965.000000 Penalty: 5306.138184
	Iteration 110F: 3 clusters Score -8139965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -77680.875000 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -77680.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76150.242188 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -76150.24 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76447.921875 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -76447.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76585.656250 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -76585.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76650.453125 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -76650.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76737.851562 Penalty: 3172.049805
	Iteration 4F: 3 clusters Score -76737.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -76842.625000 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -76842.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -76946.265625 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -76946.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -77014.664062 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -77014.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -77059.226562 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -77059.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -77092.914062 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -77092.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -77113.601562 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -77113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -77139.171875 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -77139.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -77153.281250 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -77153.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -77172.398438 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -77172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -77190.789062 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -77190.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -77203.343750 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -77203.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -77207.507812 Penalty: 3172.049805
	Iteration 16Q: 3 clusters Score -77207.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -77209.343750 Penalty: 3172.049805
	Iteration 17Q: 3 clusters Score -77209.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -77210.609375 Penalty: 3172.049805
	Iteration 18Q: 3 clusters Score -77210.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -77212.164062 Penalty: 3172.049805
	Iteration 19Q: 3 clusters Score -77212.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -77216.382812 Penalty: 3172.049805
	Iteration 20F: 3 clusters Score -77216.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77234.414062 Penalty: 3172.049805
	Iteration 21Q: 3 clusters Score -77234.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77240.171875 Penalty: 3172.049805
	Iteration 22Q: 3 clusters Score -77240.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77240.171875 Penalty: 3172.049805
	Iteration 23F: 3 clusters Score -77240.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Entering Unmasked Estep 
Score: -8495808.000000 Penalty: 2661.545898
	Iteration 0F: 2 clusters Score -8495808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -8466279.000000 Penalty: 5323.091797
	Iteration 0F: 3 clusters Score -8466279 nChanged 21025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -8478137.000000 Penalty: 5323.091797
	Iteration 1F: 3 clusters Score -8478137 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -8479020.000000 Penalty: 5323.091797
	Iteration 2Q: 3 clusters Score -8479020 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -8480336.000000 Penalty: 5323.091797
	Iteration 3F: 3 clusters Score -8480336 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -8482262.000000 Penalty: 5323.091797
	Iteration 4F: 3 clusters Score -8482262 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -8484734.000000 Penalty: 5323.091797
	Iteration 5F: 3 clusters Score -8484734 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -8487635.000000 Penalty: 5323.091797
	Iteration 6F: 3 clusters Score -8487635 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -8490344.000000 Penalty: 5323.091797
	Iteration 7F: 3 clusters Score -8490344 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -8491933.000000 Penalty: 5323.091797
	Iteration 8Q: 3 clusters Score -8491933 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -8492654.000000 Penalty: 5323.091797
	Iteration 9Q: 3 clusters Score -8492654 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -8492988.000000 Penalty: 5323.091797
	Iteration 10Q: 3 clusters Score -8492988 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -8493213.000000 Penalty: 5323.091797
	Iteration 11Q: 3 clusters Score -8493213 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -8493419.000000 Penalty: 5323.091797
	Iteration 12Q: 3 clusters Score -8493419 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -8493583.000000 Penalty: 5323.091797
	Iteration 13Q: 3 clusters Score -8493583 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -8493693.000000 Penalty: 5323.091797
	Iteration 14Q: 3 clusters Score -8493693 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -8493799.000000 Penalty: 5323.091797
	Iteration 15Q: 3 clusters Score -8493799 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -8493948.000000 Penalty: 5323.091797
	Iteration 16Q: 3 clusters Score -8493948 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -8494011.000000 Penalty: 5323.091797
	Iteration 17Q: 3 clusters Score -8494011 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -8494114.000000 Penalty: 5323.091797
	Iteration 18Q: 3 clusters Score -8494114 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -8494183.000000 Penalty: 5323.091797
	Iteration 19Q: 3 clusters Score -8494183 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -8494197.000000 Penalty: 5323.091797
	Iteration 20F: 3 clusters Score -8494197 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -8494254.000000 Penalty: 5323.091797
	Iteration 21Q: 3 clusters Score -8494254 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -8494273.000000 Penalty: 5323.091797
	Iteration 22Q: 3 clusters Score -8494273 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -8494332.000000 Penalty: 5323.091797
	Iteration 23Q: 3 clusters Score -8494332 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -8494356.000000 Penalty: 5323.091797
	Iteration 24Q: 3 clusters Score -8494356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -8494393.000000 Penalty: 5323.091797
	Iteration 25Q: 3 clusters Score -8494393 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -8494416.000000 Penalty: 5323.091797
	Iteration 26Q: 3 clusters Score -8494416 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -8494470.000000 Penalty: 5323.091797
	Iteration 27Q: 3 clusters Score -8494470 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -8494472.000000 Penalty: 5323.091797
	Iteration 28Q: 3 clusters Score -8494472 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -8494497.000000 Penalty: 5323.091797
	Iteration 29Q: 3 clusters Score -8494497 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -8494515.000000 Penalty: 5323.091797
	Iteration 30Q: 3 clusters Score -8494515 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -8494526.000000 Penalty: 5323.091797
	Iteration 31Q: 3 clusters Score -8494526 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -8494559.000000 Penalty: 5323.091797
	Iteration 32Q: 3 clusters Score -8494559 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -8494595.000000 Penalty: 5323.091797
	Iteration 33Q: 3 clusters Score -8494595 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -8494623.000000 Penalty: 5323.091797
	Iteration 34Q: 3 clusters Score -8494623 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -8494662.000000 Penalty: 5323.091797
	Iteration 35Q: 3 clusters Score -8494662 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -8494660.000000 Penalty: 5323.091797
	Iteration 36Q: 3 clusters Score -8494660 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8494667.000000 Penalty: 5323.091797
	Iteration 37Q: 3 clusters Score -8494667 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -8494655.000000 Penalty: 5323.091797
	Iteration 38Q: 3 clusters Score -8494655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -8494673.000000 Penalty: 5323.091797
	Iteration 39Q: 3 clusters Score -8494673 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8494690.000000 Penalty: 5323.091797
	Iteration 40F: 3 clusters Score -8494690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -8494704.000000 Penalty: 5323.091797
	Iteration 41Q: 3 clusters Score -8494704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -8494704.000000 Penalty: 5323.091797
	Iteration 42Q: 3 clusters Score -8494704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -8494706.000000 Penalty: 5323.091797
	Iteration 43Q: 3 clusters Score -8494706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -8494696.000000 Penalty: 5323.091797
	Iteration 44Q: 3 clusters Score -8494696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -8494666.000000 Penalty: 5323.091797
	Iteration 45Q: 3 clusters Score -8494666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -8494653.000000 Penalty: 5323.091797
	Iteration 46Q: 3 clusters Score -8494653 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -8494670.000000 Penalty: 5323.091797
	Iteration 47Q: 3 clusters Score -8494670 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -8494664.000000 Penalty: 5323.091797
	Iteration 48Q: 3 clusters Score -8494664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -8494669.000000 Penalty: 5323.091797
	Iteration 49Q: 3 clusters Score -8494669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -8494676.000000 Penalty: 5323.091797
	Iteration 50Q: 3 clusters Score -8494676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -8494664.000000 Penalty: 5323.091797
	Iteration 51Q: 3 clusters Score -8494664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -8494682.000000 Penalty: 5323.091797
	Iteration 52Q: 3 clusters Score -8494682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -8494664.000000 Penalty: 5323.091797
	Iteration 53Q: 3 clusters Score -8494664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8494675.000000 Penalty: 5323.091797
	Iteration 54Q: 3 clusters Score -8494675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -8494688.000000 Penalty: 5323.091797
	Iteration 55Q: 3 clusters Score -8494688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -8494692.000000 Penalty: 5323.091797
	Iteration 56Q: 3 clusters Score -8494692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -8494689.000000 Penalty: 5323.091797
	Iteration 57Q: 3 clusters Score -8494689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -8494684.000000 Penalty: 5323.091797
	Iteration 58Q: 3 clusters Score -8494684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -8494681.000000 Penalty: 5323.091797
	Iteration 59Q: 3 clusters Score -8494681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -8494678.000000 Penalty: 5323.091797
	Iteration 60F: 3 clusters Score -8494678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -8494680.000000 Penalty: 5323.091797
	Iteration 61Q: 3 clusters Score -8494680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -8494664.000000 Penalty: 5323.091797
	Iteration 62Q: 3 clusters Score -8494664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -8494655.000000 Penalty: 5323.091797
	Iteration 63Q: 3 clusters Score -8494655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -8494659.000000 Penalty: 5323.091797
	Iteration 64Q: 3 clusters Score -8494659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -8494668.000000 Penalty: 5323.091797
	Iteration 65Q: 3 clusters Score -8494668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -8494660.000000 Penalty: 5323.091797
	Iteration 66Q: 3 clusters Score -8494660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -8494671.000000 Penalty: 5323.091797
	Iteration 67Q: 3 clusters Score -8494671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -8494669.000000 Penalty: 5323.091797
	Iteration 68Q: 3 clusters Score -8494669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8494663.000000 Penalty: 5323.091797
	Iteration 69Q: 3 clusters Score -8494663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8494659.000000 Penalty: 5323.091797
	Iteration 70Q: 3 clusters Score -8494659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8494648.000000 Penalty: 5323.091797
	Iteration 71Q: 3 clusters Score -8494648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -8494654.000000 Penalty: 5323.091797
	Iteration 72Q: 3 clusters Score -8494654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8494641.000000 Penalty: 5323.091797
	Iteration 73Q: 3 clusters Score -8494641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -8494628.000000 Penalty: 5323.091797
	Iteration 74Q: 3 clusters Score -8494628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8494639.000000 Penalty: 5323.091797
	Iteration 75Q: 3 clusters Score -8494639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -8494634.000000 Penalty: 5323.091797
	Iteration 76Q: 3 clusters Score -8494634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -8494631.000000 Penalty: 5323.091797
	Iteration 77Q: 3 clusters Score -8494631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8494615.000000 Penalty: 5323.091797
	Iteration 78Q: 3 clusters Score -8494615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -8494621.000000 Penalty: 5323.091797
	Iteration 79Q: 3 clusters Score -8494621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -8494627.000000 Penalty: 5323.091797
	Iteration 80F: 3 clusters Score -8494627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -8494629.000000 Penalty: 5323.091797
	Iteration 81Q: 3 clusters Score -8494629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -8494627.000000 Penalty: 5323.091797
	Iteration 82Q: 3 clusters Score -8494627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -8494629.000000 Penalty: 5323.091797
	Iteration 83Q: 3 clusters Score -8494629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -8494618.000000 Penalty: 5323.091797
	Iteration 84Q: 3 clusters Score -8494618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -8494622.000000 Penalty: 5323.091797
	Iteration 85Q: 3 clusters Score -8494622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -8494619.000000 Penalty: 5323.091797
	Iteration 86Q: 3 clusters Score -8494619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8494621.000000 Penalty: 5323.091797
	Iteration 87Q: 3 clusters Score -8494621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -8494616.000000 Penalty: 5323.091797
	Iteration 88Q: 3 clusters Score -8494616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -8494613.000000 Penalty: 5323.091797
	Iteration 89Q: 3 clusters Score -8494613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -8494590.000000 Penalty: 5323.091797
	Iteration 90Q: 3 clusters Score -8494590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -8494593.000000 Penalty: 5323.091797
	Iteration 91Q: 3 clusters Score -8494593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -8494584.000000 Penalty: 5323.091797
	Iteration 92Q: 3 clusters Score -8494584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8494590.000000 Penalty: 5323.091797
	Iteration 93Q: 3 clusters Score -8494590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -8494588.000000 Penalty: 5323.091797
	Iteration 94Q: 3 clusters Score -8494588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -8494586.000000 Penalty: 5323.091797
	Iteration 95Q: 3 clusters Score -8494586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -8494585.000000 Penalty: 5323.091797
	Iteration 96Q: 3 clusters Score -8494585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -8494591.000000 Penalty: 5323.091797
	Iteration 97Q: 3 clusters Score -8494591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -8494584.000000 Penalty: 5323.091797
	Iteration 98Q: 3 clusters Score -8494584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -8494588.000000 Penalty: 5323.091797
	Iteration 99Q: 3 clusters Score -8494588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -8494584.000000 Penalty: 5323.091797
	Iteration 100F: 3 clusters Score -8494584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8494585.000000 Penalty: 5323.091797
	Iteration 101Q: 3 clusters Score -8494585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8494582.000000 Penalty: 5323.091797
	Iteration 102Q: 3 clusters Score -8494582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -8494577.000000 Penalty: 5323.091797
	Iteration 103Q: 3 clusters Score -8494577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -8494584.000000 Penalty: 5323.091797
	Iteration 104Q: 3 clusters Score -8494584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8494586.000000 Penalty: 5323.091797
	Iteration 105Q: 3 clusters Score -8494586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -8494574.000000 Penalty: 5323.091797
	Iteration 106Q: 3 clusters Score -8494574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8494569.000000 Penalty: 5323.091797
	Iteration 107Q: 3 clusters Score -8494569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8494575.000000 Penalty: 5323.091797
	Iteration 108Q: 3 clusters Score -8494575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -8494569.000000 Penalty: 5323.091797
	Iteration 109Q: 3 clusters Score -8494569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -8494569.000000 Penalty: 5323.091797
	Iteration 110Q: 3 clusters Score -8494569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -8494569.000000 Penalty: 5323.091797
	Iteration 111F: 3 clusters Score -8494569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Entering Unmasked Estep 
Score: -8433285.000000 Penalty: 2660.444092
	Iteration 0F: 2 clusters Score -8433285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -8403074.000000 Penalty: 5320.888184
	Iteration 0F: 3 clusters Score -8403074 nChanged 20949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -8414486.000000 Penalty: 5320.888184
	Iteration 1F: 3 clusters Score -8414486 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -8414989.000000 Penalty: 5320.888184
	Iteration 2Q: 3 clusters Score -8414989 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -8415485.000000 Penalty: 5320.888184
	Iteration 3Q: 3 clusters Score -8415485 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -8415998.000000 Penalty: 5320.888184
	Iteration 4Q: 3 clusters Score -8415998 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -8416660.000000 Penalty: 5320.888184
	Iteration 5Q: 3 clusters Score -8416660 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -8417574.000000 Penalty: 5320.888184
	Iteration 6Q: 3 clusters Score -8417574 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -8418854.000000 Penalty: 5320.888184
	Iteration 7Q: 3 clusters Score -8418854 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -8420648.000000 Penalty: 5320.888184
	Iteration 8F: 3 clusters Score -8420648 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -8422994.000000 Penalty: 5320.888184
	Iteration 9F: 3 clusters Score -8422994 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -8425427.000000 Penalty: 5320.888184
	Iteration 10F: 3 clusters Score -8425427 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -8427647.000000 Penalty: 5320.888184
	Iteration 11F: 3 clusters Score -8427647 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -8429133.000000 Penalty: 5320.888184
	Iteration 12Q: 3 clusters Score -8429133 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -8430026.000000 Penalty: 5320.888184
	Iteration 13Q: 3 clusters Score -8430026 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -8430471.000000 Penalty: 5320.888184
	Iteration 14Q: 3 clusters Score -8430471 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8430746.000000 Penalty: 5320.888184
	Iteration 15Q: 3 clusters Score -8430746 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -8430910.000000 Penalty: 5320.888184
	Iteration 16Q: 3 clusters Score -8430910 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -8430977.000000 Penalty: 5320.888184
	Iteration 17Q: 3 clusters Score -8430977 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -8431034.000000 Penalty: 5320.888184
	Iteration 18Q: 3 clusters Score -8431034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -8431068.000000 Penalty: 5320.888184
	Iteration 19Q: 3 clusters Score -8431068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8431087.000000 Penalty: 5320.888184
	Iteration 20F: 3 clusters Score -8431087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -8431109.000000 Penalty: 5320.888184
	Iteration 21Q: 3 clusters Score -8431109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -8431114.000000 Penalty: 5320.888184
	Iteration 22Q: 3 clusters Score -8431114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -8431130.000000 Penalty: 5320.888184
	Iteration 23Q: 3 clusters Score -8431130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8431133.000000 Penalty: 5320.888184
	Iteration 24Q: 3 clusters Score -8431133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8431133.000000 Penalty: 5320.888184
	Iteration 25Q: 3 clusters Score -8431133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8431144.000000 Penalty: 5320.888184
	Iteration 26Q: 3 clusters Score -8431144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8431144.000000 Penalty: 5320.888184
	Iteration 27Q: 3 clusters Score -8431144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -8431158.000000 Penalty: 5320.888184
	Iteration 28Q: 3 clusters Score -8431158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -8431164.000000 Penalty: 5320.888184
	Iteration 29Q: 3 clusters Score -8431164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -8431167.000000 Penalty: 5320.888184
	Iteration 30Q: 3 clusters Score -8431167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -8431175.000000 Penalty: 5320.888184
	Iteration 31Q: 3 clusters Score -8431175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -8431181.000000 Penalty: 5320.888184
	Iteration 32Q: 3 clusters Score -8431181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -8431190.000000 Penalty: 5320.888184
	Iteration 33Q: 3 clusters Score -8431190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -8431183.000000 Penalty: 5320.888184
	Iteration 34Q: 3 clusters Score -8431183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -8431184.000000 Penalty: 5320.888184
	Iteration 35Q: 3 clusters Score -8431184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -8431184.000000 Penalty: 5320.888184
	Iteration 36F: 3 clusters Score -8431184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -119550.570312 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -119550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117841.546875 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -117841.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -118234.703125 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -118234.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -118503.304688 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -118503.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118676.617188 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -118676.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118786.601562 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -118786.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -118892.929688 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -118892.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118953.351562 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -118953.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -119004.343750 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -119004.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -119035.968750 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -119036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -119053.054688 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -119053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -119068.460938 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -119068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119071.765625 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -119071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119071.765625 Penalty: 3301.736328
	Iteration 12F: 3 clusters Score -119071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -161633.078125 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -161633.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -159750.078125 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -159750.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -160184.218750 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -160184.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -160413.640625 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -160413.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -160524.406250 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -160524.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -160626.453125 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -160626.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -160771.453125 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -160771.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -160876.000000 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -160876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -160957.718750 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -160957.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -161040.656250 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -161040.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -161099.781250 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -161099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -161139.593750 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -161139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -161161.343750 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -161161.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161177.734375 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -161177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -161202.015625 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -161202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -161230.828125 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -161230.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -161259.296875 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -161259.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -161279.859375 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -161279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161294.390625 Penalty: 3421.762451
	Iteration 17Q: 3 clusters Score -161294.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -161303.343750 Penalty: 3421.762451
	Iteration 18Q: 3 clusters Score -161303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161307.859375 Penalty: 3421.762451
	Iteration 19Q: 3 clusters Score -161307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161307.859375 Penalty: 3421.762451
	Iteration 20F: 3 clusters Score -161307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -65267.609375 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -65267.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -64026.429688 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -64026.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -64154.984375 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -64154.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -64200.316406 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -64200.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -64224.406250 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -64224.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -64252.484375 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -64252.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -64271.917969 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -64271.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -64310.511719 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -64310.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -64319.906250 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -64319.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -64327.765625 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -64327.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -64345.234375 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -64345.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -64362.882812 Penalty: 2834.011475
	Iteration 10Q: 3 clusters Score -64362.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -64365.347656 Penalty: 2834.011475
	Iteration 11Q: 3 clusters Score -64365.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -64365.347656 Penalty: 2834.011475
	Iteration 12F: 3 clusters Score -64365.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50563 members 
Mstep: Class 4 contains 53855 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 41065 members 
Mstep: Class 7 contains 42025 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45575 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30591 members 
Mstep: Class 13 contains 42962 members 
Mstep: Class 14 contains 42852 members 
Mstep: Class 15 contains 45751 members 
Mstep: Class 16 contains 44261 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45800 members 
Mstep: Class 19 contains 45597 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697040.000000 Penalty: 72451.218750
Iteration 439Q: 23 clusters Score -1.06697e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50558 members 
Mstep: Class 4 contains 53865 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 41031 members 
Mstep: Class 7 contains 41998 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45598 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30597 members 
Mstep: Class 13 contains 42982 members 
Mstep: Class 14 contains 42845 members 
Mstep: Class 15 contains 45796 members 
Mstep: Class 16 contains 44269 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45770 members 
Mstep: Class 19 contains 45576 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697192.000000 Penalty: 72451.218750
Iteration 440F: 23 clusters Score -1.066972e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50554 members 
Mstep: Class 4 contains 53864 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 41021 members 
Mstep: Class 7 contains 41968 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45605 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30605 members 
Mstep: Class 13 contains 43027 members 
Mstep: Class 14 contains 42835 members 
Mstep: Class 15 contains 45820 members 
Mstep: Class 16 contains 44257 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45768 members 
Mstep: Class 19 contains 45550 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697152.000000 Penalty: 72451.218750
Iteration 441Q: 23 clusters Score -1.066972e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50520 members 
Mstep: Class 4 contains 53872 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 41023 members 
Mstep: Class 7 contains 41999 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45619 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30608 members 
Mstep: Class 13 contains 43032 members 
Mstep: Class 14 contains 42838 members 
Mstep: Class 15 contains 45836 members 
Mstep: Class 16 contains 44230 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45747 members 
Mstep: Class 19 contains 45539 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696968.000000 Penalty: 72451.218750
Iteration 442Q: 23 clusters Score -1.06697e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50514 members 
Mstep: Class 4 contains 53884 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 41014 members 
Mstep: Class 7 contains 41996 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45649 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30606 members 
Mstep: Class 13 contains 43059 members 
Mstep: Class 14 contains 42815 members 
Mstep: Class 15 contains 45865 members 
Mstep: Class 16 contains 44200 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45744 members 
Mstep: Class 19 contains 45531 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697296.000000 Penalty: 72451.218750
Iteration 443Q: 23 clusters Score -1.066973e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50508 members 
Mstep: Class 4 contains 53904 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40997 members 
Mstep: Class 7 contains 41991 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45674 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30602 members 
Mstep: Class 13 contains 43060 members 
Mstep: Class 14 contains 42796 members 
Mstep: Class 15 contains 45884 members 
Mstep: Class 16 contains 44192 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45743 members 
Mstep: Class 19 contains 45519 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697224.000000 Penalty: 72451.218750
Iteration 444Q: 23 clusters Score -1.066972e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50546 members 
Mstep: Class 4 contains 53924 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40942 members 
Mstep: Class 7 contains 41996 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45720 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30605 members 
Mstep: Class 13 contains 43098 members 
Mstep: Class 14 contains 42759 members 
Mstep: Class 15 contains 45858 members 
Mstep: Class 16 contains 44182 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45743 members 
Mstep: Class 19 contains 45507 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697272.000000 Penalty: 72451.218750
Iteration 445Q: 23 clusters Score -1.066973e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50564 members 
Mstep: Class 4 contains 53936 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40894 members 
Mstep: Class 7 contains 42022 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45746 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30611 members 
Mstep: Class 13 contains 43124 members 
Mstep: Class 14 contains 42745 members 
Mstep: Class 15 contains 45805 members 
Mstep: Class 16 contains 44167 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45741 members 
Mstep: Class 19 contains 45511 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697104.000000 Penalty: 72451.218750
Iteration 446Q: 23 clusters Score -1.066971e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50575 members 
Mstep: Class 4 contains 53954 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40862 members 
Mstep: Class 7 contains 42007 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45752 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30612 members 
Mstep: Class 13 contains 43134 members 
Mstep: Class 14 contains 42746 members 
Mstep: Class 15 contains 45795 members 
Mstep: Class 16 contains 44160 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45736 members 
Mstep: Class 19 contains 45517 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697440.000000 Penalty: 72451.218750
Iteration 447Q: 23 clusters Score -1.066974e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50569 members 
Mstep: Class 4 contains 53962 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40840 members 
Mstep: Class 7 contains 42024 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45763 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30611 members 
Mstep: Class 13 contains 43128 members 
Mstep: Class 14 contains 42734 members 
Mstep: Class 15 contains 45783 members 
Mstep: Class 16 contains 44140 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45746 members 
Mstep: Class 19 contains 45543 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697672.000000 Penalty: 72451.218750
Iteration 448Q: 23 clusters Score -1.066977e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50575 members 
Mstep: Class 4 contains 53984 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40854 members 
Mstep: Class 7 contains 42028 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45771 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30610 members 
Mstep: Class 13 contains 43137 members 
Mstep: Class 14 contains 42709 members 
Mstep: Class 15 contains 45783 members 
Mstep: Class 16 contains 44120 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45746 members 
Mstep: Class 19 contains 45528 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697752.000000 Penalty: 72451.218750
Iteration 449Q: 23 clusters Score -1.066978e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50568 members 
Mstep: Class 4 contains 54004 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40861 members 
Mstep: Class 7 contains 42014 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 45792 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30612 members 
Mstep: Class 13 contains 43158 members 
Mstep: Class 14 contains 42701 members 
Mstep: Class 15 contains 45770 members 
Mstep: Class 16 contains 44114 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45749 members 
Mstep: Class 19 contains 45524 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697888.000000 Penalty: 72451.218750
Iteration 450Q: 23 clusters Score -1.066979e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50551 members 
Mstep: Class 4 contains 54034 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40920 members 
Mstep: Class 7 contains 41999 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 45763 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30614 members 
Mstep: Class 13 contains 43159 members 
Mstep: Class 14 contains 42714 members 
Mstep: Class 15 contains 45751 members 
Mstep: Class 16 contains 44111 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45736 members 
Mstep: Class 19 contains 45540 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697840.000000 Penalty: 72451.218750
Iteration 451Q: 23 clusters Score -1.066978e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50574 members 
Mstep: Class 4 contains 54021 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40945 members 
Mstep: Class 7 contains 42003 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 45698 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30615 members 
Mstep: Class 13 contains 43162 members 
Mstep: Class 14 contains 42710 members 
Mstep: Class 15 contains 45802 members 
Mstep: Class 16 contains 44098 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45745 members 
Mstep: Class 19 contains 45550 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697928.000000 Penalty: 72451.218750
Iteration 452Q: 23 clusters Score -1.066979e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50575 members 
Mstep: Class 4 contains 54010 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40972 members 
Mstep: Class 7 contains 42008 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 45626 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30618 members 
Mstep: Class 13 contains 43169 members 
Mstep: Class 14 contains 42716 members 
Mstep: Class 15 contains 45862 members 
Mstep: Class 16 contains 44092 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45739 members 
Mstep: Class 19 contains 45551 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698032.000000 Penalty: 72451.218750
Iteration 453Q: 23 clusters Score -1.06698e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50582 members 
Mstep: Class 4 contains 54001 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40977 members 
Mstep: Class 7 contains 42005 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 45598 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30621 members 
Mstep: Class 13 contains 43169 members 
Mstep: Class 14 contains 42722 members 
Mstep: Class 15 contains 45891 members 
Mstep: Class 16 contains 44095 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45734 members 
Mstep: Class 19 contains 45551 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697848.000000 Penalty: 72451.218750
Iteration 454Q: 23 clusters Score -1.066978e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50577 members 
Mstep: Class 4 contains 54003 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40984 members 
Mstep: Class 7 contains 41993 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 45578 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30626 members 
Mstep: Class 13 contains 43175 members 
Mstep: Class 14 contains 42743 members 
Mstep: Class 15 contains 45898 members 
Mstep: Class 16 contains 44072 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45721 members 
Mstep: Class 19 contains 45587 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697896.000000 Penalty: 72451.218750
Iteration 455Q: 23 clusters Score -1.066979e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50548 members 
Mstep: Class 4 contains 54023 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40982 members 
Mstep: Class 7 contains 41987 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45567 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30629 members 
Mstep: Class 13 contains 43175 members 
Mstep: Class 14 contains 42769 members 
Mstep: Class 15 contains 45895 members 
Mstep: Class 16 contains 44062 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45725 members 
Mstep: Class 19 contains 45602 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697888.000000 Penalty: 72451.218750
Iteration 456Q: 23 clusters Score -1.066979e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50521 members 
Mstep: Class 4 contains 54036 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40971 members 
Mstep: Class 7 contains 41988 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 45595 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30633 members 
Mstep: Class 13 contains 43144 members 
Mstep: Class 14 contains 42790 members 
Mstep: Class 15 contains 45909 members 
Mstep: Class 16 contains 44069 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45713 members 
Mstep: Class 19 contains 45609 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697816.000000 Penalty: 72451.218750
Iteration 457Q: 23 clusters Score -1.066978e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50518 members 
Mstep: Class 4 contains 54066 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 40964 members 
Mstep: Class 7 contains 41988 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45588 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30638 members 
Mstep: Class 13 contains 43152 members 
Mstep: Class 14 contains 42791 members 
Mstep: Class 15 contains 45891 members 
Mstep: Class 16 contains 44064 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45709 members 
Mstep: Class 19 contains 45614 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698000.000000 Penalty: 72451.218750
Iteration 458Q: 23 clusters Score -1.06698e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50522 members 
Mstep: Class 4 contains 54080 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 40968 members 
Mstep: Class 7 contains 41992 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45566 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30639 members 
Mstep: Class 13 contains 43164 members 
Mstep: Class 14 contains 42800 members 
Mstep: Class 15 contains 45885 members 
Mstep: Class 16 contains 44061 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45712 members 
Mstep: Class 19 contains 45598 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697952.000000 Penalty: 72451.218750
Iteration 459Q: 23 clusters Score -1.06698e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50516 members 
Mstep: Class 4 contains 54102 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 40970 members 
Mstep: Class 7 contains 42000 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45544 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30639 members 
Mstep: Class 13 contains 43146 members 
Mstep: Class 14 contains 42817 members 
Mstep: Class 15 contains 45886 members 
Mstep: Class 16 contains 44053 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45706 members 
Mstep: Class 19 contains 45618 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697912.000000 Penalty: 72451.218750
Iteration 460F: 23 clusters Score -1.066979e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50499 members 
Mstep: Class 4 contains 54127 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 40962 members 
Mstep: Class 7 contains 42011 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45569 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30640 members 
Mstep: Class 13 contains 43128 members 
Mstep: Class 14 contains 42834 members 
Mstep: Class 15 contains 45900 members 
Mstep: Class 16 contains 44039 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45688 members 
Mstep: Class 19 contains 45608 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697960.000000 Penalty: 72451.218750
Iteration 461Q: 23 clusters Score -1.06698e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50495 members 
Mstep: Class 4 contains 54139 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 40962 members 
Mstep: Class 7 contains 42036 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45557 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30641 members 
Mstep: Class 13 contains 43151 members 
Mstep: Class 14 contains 42856 members 
Mstep: Class 15 contains 45891 members 
Mstep: Class 16 contains 44022 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45667 members 
Mstep: Class 19 contains 45599 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698064.000000 Penalty: 72451.218750
Iteration 462Q: 23 clusters Score -1.066981e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50482 members 
Mstep: Class 4 contains 54141 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 40962 members 
Mstep: Class 7 contains 42037 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45545 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30642 members 
Mstep: Class 13 contains 43172 members 
Mstep: Class 14 contains 42878 members 
Mstep: Class 15 contains 45877 members 
Mstep: Class 16 contains 44023 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45658 members 
Mstep: Class 19 contains 45599 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698328.000000 Penalty: 72451.218750
Iteration 463Q: 23 clusters Score -1.066983e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50462 members 
Mstep: Class 4 contains 54166 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 40972 members 
Mstep: Class 7 contains 42022 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45550 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30643 members 
Mstep: Class 13 contains 43205 members 
Mstep: Class 14 contains 42879 members 
Mstep: Class 15 contains 45872 members 
Mstep: Class 16 contains 44019 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45655 members 
Mstep: Class 19 contains 45585 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698448.000000 Penalty: 72451.218750
Iteration 464Q: 23 clusters Score -1.066984e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50451 members 
Mstep: Class 4 contains 54168 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41001 members 
Mstep: Class 7 contains 42015 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45545 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30646 members 
Mstep: Class 13 contains 43240 members 
Mstep: Class 14 contains 42884 members 
Mstep: Class 15 contains 45846 members 
Mstep: Class 16 contains 44011 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45649 members 
Mstep: Class 19 contains 45587 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698416.000000 Penalty: 72451.218750
Iteration 465Q: 23 clusters Score -1.066984e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50433 members 
Mstep: Class 4 contains 54173 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 41018 members 
Mstep: Class 7 contains 42004 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45522 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30648 members 
Mstep: Class 13 contains 43310 members 
Mstep: Class 14 contains 42876 members 
Mstep: Class 15 contains 45852 members 
Mstep: Class 16 contains 43980 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45654 members 
Mstep: Class 19 contains 45580 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698376.000000 Penalty: 72451.218750
Iteration 466Q: 23 clusters Score -1.066984e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50415 members 
Mstep: Class 4 contains 54169 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 41033 members 
Mstep: Class 7 contains 41996 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45505 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30651 members 
Mstep: Class 13 contains 43340 members 
Mstep: Class 14 contains 42864 members 
Mstep: Class 15 contains 45879 members 
Mstep: Class 16 contains 43968 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45663 members 
Mstep: Class 19 contains 45574 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698552.000000 Penalty: 72451.218750
Iteration 467Q: 23 clusters Score -1.066986e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50396 members 
Mstep: Class 4 contains 54189 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 41074 members 
Mstep: Class 7 contains 42002 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45489 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30653 members 
Mstep: Class 13 contains 43338 members 
Mstep: Class 14 contains 42859 members 
Mstep: Class 15 contains 45880 members 
Mstep: Class 16 contains 43949 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45664 members 
Mstep: Class 19 contains 45568 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698712.000000 Penalty: 72451.218750
Iteration 468Q: 23 clusters Score -1.066987e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50379 members 
Mstep: Class 4 contains 54190 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41096 members 
Mstep: Class 7 contains 42007 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45483 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30655 members 
Mstep: Class 13 contains 43365 members 
Mstep: Class 14 contains 42852 members 
Mstep: Class 15 contains 45882 members 
Mstep: Class 16 contains 43936 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45660 members 
Mstep: Class 19 contains 45567 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698656.000000 Penalty: 72451.218750
Iteration 469Q: 23 clusters Score -1.066987e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50362 members 
Mstep: Class 4 contains 54217 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41145 members 
Mstep: Class 7 contains 42012 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45484 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30658 members 
Mstep: Class 13 contains 43370 members 
Mstep: Class 14 contains 42836 members 
Mstep: Class 15 contains 45863 members 
Mstep: Class 16 contains 43942 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45661 members 
Mstep: Class 19 contains 45533 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698512.000000 Penalty: 72451.218750
Iteration 470Q: 23 clusters Score -1.066985e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50328 members 
Mstep: Class 4 contains 54219 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41186 members 
Mstep: Class 7 contains 42031 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45517 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30667 members 
Mstep: Class 13 contains 43371 members 
Mstep: Class 14 contains 42836 members 
Mstep: Class 15 contains 45851 members 
Mstep: Class 16 contains 43944 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45657 members 
Mstep: Class 19 contains 45488 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698744.000000 Penalty: 72451.218750
Iteration 471Q: 23 clusters Score -1.066987e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50302 members 
Mstep: Class 4 contains 54208 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41213 members 
Mstep: Class 7 contains 42048 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45506 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30672 members 
Mstep: Class 13 contains 43421 members 
Mstep: Class 14 contains 42824 members 
Mstep: Class 15 contains 45844 members 
Mstep: Class 16 contains 43951 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45648 members 
Mstep: Class 19 contains 45463 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698856.000000 Penalty: 72451.218750
Iteration 472Q: 23 clusters Score -1.066989e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50257 members 
Mstep: Class 4 contains 54233 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41250 members 
Mstep: Class 7 contains 42061 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45476 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30676 members 
Mstep: Class 13 contains 43461 members 
Mstep: Class 14 contains 42802 members 
Mstep: Class 15 contains 45845 members 
Mstep: Class 16 contains 43949 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45641 members 
Mstep: Class 19 contains 45462 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698760.000000 Penalty: 72451.218750
Iteration 473Q: 23 clusters Score -1.066988e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50220 members 
Mstep: Class 4 contains 54267 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41276 members 
Mstep: Class 7 contains 42099 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45441 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30679 members 
Mstep: Class 13 contains 43514 members 
Mstep: Class 14 contains 42769 members 
Mstep: Class 15 contains 45840 members 
Mstep: Class 16 contains 43939 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45638 members 
Mstep: Class 19 contains 45439 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698728.000000 Penalty: 72451.218750
Iteration 474Q: 23 clusters Score -1.066987e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50181 members 
Mstep: Class 4 contains 54293 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41294 members 
Mstep: Class 7 contains 42109 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45438 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30688 members 
Mstep: Class 13 contains 43530 members 
Mstep: Class 14 contains 42744 members 
Mstep: Class 15 contains 45835 members 
Mstep: Class 16 contains 43934 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45637 members 
Mstep: Class 19 contains 45446 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698784.000000 Penalty: 72451.218750
Iteration 475Q: 23 clusters Score -1.066988e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50166 members 
Mstep: Class 4 contains 54299 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41318 members 
Mstep: Class 7 contains 42114 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45454 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30694 members 
Mstep: Class 13 contains 43544 members 
Mstep: Class 14 contains 42711 members 
Mstep: Class 15 contains 45831 members 
Mstep: Class 16 contains 43929 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45627 members 
Mstep: Class 19 contains 45454 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698760.000000 Penalty: 72451.218750
Iteration 476Q: 23 clusters Score -1.066988e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50162 members 
Mstep: Class 4 contains 54300 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41334 members 
Mstep: Class 7 contains 42121 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45424 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30703 members 
Mstep: Class 13 contains 43563 members 
Mstep: Class 14 contains 42688 members 
Mstep: Class 15 contains 45859 members 
Mstep: Class 16 contains 43922 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45617 members 
Mstep: Class 19 contains 45467 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698608.000000 Penalty: 72451.218750
Iteration 477Q: 23 clusters Score -1.066986e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50138 members 
Mstep: Class 4 contains 54313 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41361 members 
Mstep: Class 7 contains 42127 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45413 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30709 members 
Mstep: Class 13 contains 43545 members 
Mstep: Class 14 contains 42665 members 
Mstep: Class 15 contains 45889 members 
Mstep: Class 16 contains 43922 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45619 members 
Mstep: Class 19 contains 45477 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698816.000000 Penalty: 72451.218750
Iteration 478Q: 23 clusters Score -1.066988e+08 nChanged 678
Entering ConstructFrom: 
Score: -106698816.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (46010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Entering Unmasked Estep 
Score: -8454113.000000 Penalty: 2662.680420
	Iteration 0F: 2 clusters Score -8454113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -8424132.000000 Penalty: 5325.360840
	Iteration 0F: 3 clusters Score -8424132 nChanged 21034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -8435442.000000 Penalty: 5325.360840
	Iteration 1F: 3 clusters Score -8435442 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -8435954.000000 Penalty: 5325.360840
	Iteration 2Q: 3 clusters Score -8435954 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -8436377.000000 Penalty: 5325.360840
	Iteration 3Q: 3 clusters Score -8436377 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -8436882.000000 Penalty: 5325.360840
	Iteration 4Q: 3 clusters Score -8436882 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -8437458.000000 Penalty: 5325.360840
	Iteration 5Q: 3 clusters Score -8437458 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -8438172.000000 Penalty: 5325.360840
	Iteration 6Q: 3 clusters Score -8438172 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -8439210.000000 Penalty: 5325.360840
	Iteration 7Q: 3 clusters Score -8439210 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -8440754.000000 Penalty: 5325.360840
	Iteration 8F: 3 clusters Score -8440754 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -8442862.000000 Penalty: 5325.360840
	Iteration 9F: 3 clusters Score -8442862 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -8445601.000000 Penalty: 5325.360840
	Iteration 10F: 3 clusters Score -8445601 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -8448405.000000 Penalty: 5325.360840
	Iteration 11F: 3 clusters Score -8448405 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -8450180.000000 Penalty: 5325.360840
	Iteration 12F: 3 clusters Score -8450180 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -8451040.000000 Penalty: 5325.360840
	Iteration 13Q: 3 clusters Score -8451040 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -8451553.000000 Penalty: 5325.360840
	Iteration 14Q: 3 clusters Score -8451553 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -8451918.000000 Penalty: 5325.360840
	Iteration 15Q: 3 clusters Score -8451918 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -8452175.000000 Penalty: 5325.360840
	Iteration 16Q: 3 clusters Score -8452175 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -8452321.000000 Penalty: 5325.360840
	Iteration 17Q: 3 clusters Score -8452321 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -8452479.000000 Penalty: 5325.360840
	Iteration 18Q: 3 clusters Score -8452479 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -8452549.000000 Penalty: 5325.360840
	Iteration 19Q: 3 clusters Score -8452549 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -8452566.000000 Penalty: 5325.360840
	Iteration 20F: 3 clusters Score -8452566 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -8452598.000000 Penalty: 5325.360840
	Iteration 21Q: 3 clusters Score -8452598 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -8452649.000000 Penalty: 5325.360840
	Iteration 22Q: 3 clusters Score -8452649 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -8452678.000000 Penalty: 5325.360840
	Iteration 23Q: 3 clusters Score -8452678 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -8452708.000000 Penalty: 5325.360840
	Iteration 24Q: 3 clusters Score -8452708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -8452709.000000 Penalty: 5325.360840
	Iteration 25Q: 3 clusters Score -8452709 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -8452742.000000 Penalty: 5325.360840
	Iteration 26Q: 3 clusters Score -8452742 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -8452789.000000 Penalty: 5325.360840
	Iteration 27Q: 3 clusters Score -8452789 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -8452803.000000 Penalty: 5325.360840
	Iteration 28Q: 3 clusters Score -8452803 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -8452836.000000 Penalty: 5325.360840
	Iteration 29Q: 3 clusters Score -8452836 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -8452837.000000 Penalty: 5325.360840
	Iteration 30Q: 3 clusters Score -8452837 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -8452856.000000 Penalty: 5325.360840
	Iteration 31Q: 3 clusters Score -8452856 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -8452879.000000 Penalty: 5325.360840
	Iteration 32Q: 3 clusters Score -8452879 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -8452905.000000 Penalty: 5325.360840
	Iteration 33Q: 3 clusters Score -8452905 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -8452933.000000 Penalty: 5325.360840
	Iteration 34Q: 3 clusters Score -8452933 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -8452946.000000 Penalty: 5325.360840
	Iteration 35Q: 3 clusters Score -8452946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -8452946.000000 Penalty: 5325.360840
	Iteration 36Q: 3 clusters Score -8452946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -8452977.000000 Penalty: 5325.360840
	Iteration 37Q: 3 clusters Score -8452977 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -8453009.000000 Penalty: 5325.360840
	Iteration 38Q: 3 clusters Score -8453009 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -8453034.000000 Penalty: 5325.360840
	Iteration 39Q: 3 clusters Score -8453034 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -8453038.000000 Penalty: 5325.360840
	Iteration 40F: 3 clusters Score -8453038 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -8453043.000000 Penalty: 5325.360840
	Iteration 41Q: 3 clusters Score -8453043 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -8453047.000000 Penalty: 5325.360840
	Iteration 42Q: 3 clusters Score -8453047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -8453041.000000 Penalty: 5325.360840
	Iteration 43Q: 3 clusters Score -8453041 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -8453039.000000 Penalty: 5325.360840
	Iteration 44Q: 3 clusters Score -8453039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -8453042.000000 Penalty: 5325.360840
	Iteration 45Q: 3 clusters Score -8453042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -8453056.000000 Penalty: 5325.360840
	Iteration 46Q: 3 clusters Score -8453056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -8453051.000000 Penalty: 5325.360840
	Iteration 47Q: 3 clusters Score -8453051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -8453076.000000 Penalty: 5325.360840
	Iteration 48Q: 3 clusters Score -8453076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -8453068.000000 Penalty: 5325.360840
	Iteration 49Q: 3 clusters Score -8453068 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -8453071.000000 Penalty: 5325.360840
	Iteration 50Q: 3 clusters Score -8453071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -8453076.000000 Penalty: 5325.360840
	Iteration 51Q: 3 clusters Score -8453076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -8453091.000000 Penalty: 5325.360840
	Iteration 52Q: 3 clusters Score -8453091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -8453106.000000 Penalty: 5325.360840
	Iteration 53Q: 3 clusters Score -8453106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -8453122.000000 Penalty: 5325.360840
	Iteration 54Q: 3 clusters Score -8453122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -8453126.000000 Penalty: 5325.360840
	Iteration 55Q: 3 clusters Score -8453126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -8453135.000000 Penalty: 5325.360840
	Iteration 56Q: 3 clusters Score -8453135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -8453148.000000 Penalty: 5325.360840
	Iteration 57Q: 3 clusters Score -8453148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -8453142.000000 Penalty: 5325.360840
	Iteration 58Q: 3 clusters Score -8453142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -8453149.000000 Penalty: 5325.360840
	Iteration 59Q: 3 clusters Score -8453149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -8453166.000000 Penalty: 5325.360840
	Iteration 60F: 3 clusters Score -8453166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -8453165.000000 Penalty: 5325.360840
	Iteration 61Q: 3 clusters Score -8453165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -8453150.000000 Penalty: 5325.360840
	Iteration 62Q: 3 clusters Score -8453150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -8453147.000000 Penalty: 5325.360840
	Iteration 63Q: 3 clusters Score -8453147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -8453149.000000 Penalty: 5325.360840
	Iteration 64Q: 3 clusters Score -8453149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -8453155.000000 Penalty: 5325.360840
	Iteration 65Q: 3 clusters Score -8453155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -8453160.000000 Penalty: 5325.360840
	Iteration 66Q: 3 clusters Score -8453160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -8453151.000000 Penalty: 5325.360840
	Iteration 67Q: 3 clusters Score -8453151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -8453158.000000 Penalty: 5325.360840
	Iteration 68Q: 3 clusters Score -8453158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -8453159.000000 Penalty: 5325.360840
	Iteration 69Q: 3 clusters Score -8453159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -8453157.000000 Penalty: 5325.360840
	Iteration 70Q: 3 clusters Score -8453157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -8453168.000000 Penalty: 5325.360840
	Iteration 71Q: 3 clusters Score -8453168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -8453165.000000 Penalty: 5325.360840
	Iteration 72Q: 3 clusters Score -8453165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -8453174.000000 Penalty: 5325.360840
	Iteration 73Q: 3 clusters Score -8453174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -8453172.000000 Penalty: 5325.360840
	Iteration 74Q: 3 clusters Score -8453172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -8453169.000000 Penalty: 5325.360840
	Iteration 75Q: 3 clusters Score -8453169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -8453173.000000 Penalty: 5325.360840
	Iteration 76Q: 3 clusters Score -8453173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -8453182.000000 Penalty: 5325.360840
	Iteration 77Q: 3 clusters Score -8453182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -8453183.000000 Penalty: 5325.360840
	Iteration 78Q: 3 clusters Score -8453183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -8453191.000000 Penalty: 5325.360840
	Iteration 79Q: 3 clusters Score -8453191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8453201.000000 Penalty: 5325.360840
	Iteration 80F: 3 clusters Score -8453201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -8453204.000000 Penalty: 5325.360840
	Iteration 81Q: 3 clusters Score -8453204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -8453202.000000 Penalty: 5325.360840
	Iteration 82Q: 3 clusters Score -8453202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -8453200.000000 Penalty: 5325.360840
	Iteration 83Q: 3 clusters Score -8453200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -8453192.000000 Penalty: 5325.360840
	Iteration 84Q: 3 clusters Score -8453192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -8453200.000000 Penalty: 5325.360840
	Iteration 85Q: 3 clusters Score -8453200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -8453207.000000 Penalty: 5325.360840
	Iteration 86Q: 3 clusters Score -8453207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -8453209.000000 Penalty: 5325.360840
	Iteration 87Q: 3 clusters Score -8453209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -8453207.000000 Penalty: 5325.360840
	Iteration 88Q: 3 clusters Score -8453207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -8453209.000000 Penalty: 5325.360840
	Iteration 89Q: 3 clusters Score -8453209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -8453207.000000 Penalty: 5325.360840
	Iteration 90Q: 3 clusters Score -8453207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -8453206.000000 Penalty: 5325.360840
	Iteration 91Q: 3 clusters Score -8453206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -8453202.000000 Penalty: 5325.360840
	Iteration 92Q: 3 clusters Score -8453202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -8453209.000000 Penalty: 5325.360840
	Iteration 93Q: 3 clusters Score -8453209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -8453212.000000 Penalty: 5325.360840
	Iteration 94Q: 3 clusters Score -8453212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -8453214.000000 Penalty: 5325.360840
	Iteration 95Q: 3 clusters Score -8453214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -8453219.000000 Penalty: 5325.360840
	Iteration 96Q: 3 clusters Score -8453219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -8453204.000000 Penalty: 5325.360840
	Iteration 97Q: 3 clusters Score -8453204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -8453200.000000 Penalty: 5325.360840
	Iteration 98Q: 3 clusters Score -8453200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -8453208.000000 Penalty: 5325.360840
	Iteration 99Q: 3 clusters Score -8453208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -8453211.000000 Penalty: 5325.360840
	Iteration 100F: 3 clusters Score -8453211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -8453204.000000 Penalty: 5325.360840
	Iteration 101Q: 3 clusters Score -8453204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -8453213.000000 Penalty: 5325.360840
	Iteration 102Q: 3 clusters Score -8453213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -8453204.000000 Penalty: 5325.360840
	Iteration 103Q: 3 clusters Score -8453204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -8453202.000000 Penalty: 5325.360840
	Iteration 104Q: 3 clusters Score -8453202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -8453202.000000 Penalty: 5325.360840
	Iteration 105F: 3 clusters Score -8453202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -18166.832031 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -18166.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17156.837891 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -17156.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17351.740234 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -17351.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17428.111328 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -17428.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17435.007812 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -17435.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17457.654297 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -17457.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17467.931641 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -17467.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17475.638672 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -17475.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17476.447266 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -17476.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17476.447266 Penalty: 2730.644531
	Iteration 8F: 3 clusters Score -17476.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Entering Unmasked Estep 
Score: -9335072.000000 Penalty: 2683.904297
	Iteration 0F: 2 clusters Score -9335072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -9304885.000000 Penalty: 5367.808594
	Iteration 0F: 3 clusters Score -9304885 nChanged 23216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -9317547.000000 Penalty: 5367.808594
	Iteration 1F: 3 clusters Score -9317547 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -9318039.000000 Penalty: 5367.808594
	Iteration 2Q: 3 clusters Score -9318039 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -9318472.000000 Penalty: 5367.808594
	Iteration 3Q: 3 clusters Score -9318472 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -9319034.000000 Penalty: 5367.808594
	Iteration 4Q: 3 clusters Score -9319034 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -9319793.000000 Penalty: 5367.808594
	Iteration 5Q: 3 clusters Score -9319793 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -9320876.000000 Penalty: 5367.808594
	Iteration 6Q: 3 clusters Score -9320876 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -9322642.000000 Penalty: 5367.808594
	Iteration 7F: 3 clusters Score -9322642 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -9325455.000000 Penalty: 5367.808594
	Iteration 8F: 3 clusters Score -9325455 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -9328925.000000 Penalty: 5367.808594
	Iteration 9F: 3 clusters Score -9328925 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -9331277.000000 Penalty: 5367.808594
	Iteration 10F: 3 clusters Score -9331277 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -9332258.000000 Penalty: 5367.808594
	Iteration 11Q: 3 clusters Score -9332258 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -9332603.000000 Penalty: 5367.808594
	Iteration 12Q: 3 clusters Score -9332603 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -9332779.000000 Penalty: 5367.808594
	Iteration 13Q: 3 clusters Score -9332779 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -9332817.000000 Penalty: 5367.808594
	Iteration 14Q: 3 clusters Score -9332817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -9332834.000000 Penalty: 5367.808594
	Iteration 15Q: 3 clusters Score -9332834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -9332854.000000 Penalty: 5367.808594
	Iteration 16Q: 3 clusters Score -9332854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -9332879.000000 Penalty: 5367.808594
	Iteration 17Q: 3 clusters Score -9332879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -9332894.000000 Penalty: 5367.808594
	Iteration 18Q: 3 clusters Score -9332894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -9332915.000000 Penalty: 5367.808594
	Iteration 19Q: 3 clusters Score -9332915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -9332920.000000 Penalty: 5367.808594
	Iteration 20F: 3 clusters Score -9332920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -9332928.000000 Penalty: 5367.808594
	Iteration 21Q: 3 clusters Score -9332928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -9332925.000000 Penalty: 5367.808594
	Iteration 22Q: 3 clusters Score -9332925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -9332934.000000 Penalty: 5367.808594
	Iteration 23Q: 3 clusters Score -9332934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -9332938.000000 Penalty: 5367.808594
	Iteration 24Q: 3 clusters Score -9332938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -9332929.000000 Penalty: 5367.808594
	Iteration 25Q: 3 clusters Score -9332929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -9332929.000000 Penalty: 5367.808594
	Iteration 26F: 3 clusters Score -9332929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Entering Unmasked Estep 
Score: -10134942.000000 Penalty: 2703.934326
	Iteration 0F: 2 clusters Score -1.013494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -10104534.000000 Penalty: 5407.868652
	Iteration 0F: 3 clusters Score -1.010453e+07 nChanged 25316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -10118860.000000 Penalty: 5407.868652
	Iteration 1F: 3 clusters Score -1.011886e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -10119543.000000 Penalty: 5407.868652
	Iteration 2Q: 3 clusters Score -1.011954e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -10120274.000000 Penalty: 5407.868652
	Iteration 3Q: 3 clusters Score -1.012027e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -10121047.000000 Penalty: 5407.868652
	Iteration 4Q: 3 clusters Score -1.012105e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -10121884.000000 Penalty: 5407.868652
	Iteration 5Q: 3 clusters Score -1.012188e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -10122948.000000 Penalty: 5407.868652
	Iteration 6Q: 3 clusters Score -1.012295e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -10124149.000000 Penalty: 5407.868652
	Iteration 7Q: 3 clusters Score -1.012415e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -10125532.000000 Penalty: 5407.868652
	Iteration 8Q: 3 clusters Score -1.012553e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -10126981.000000 Penalty: 5407.868652
	Iteration 9Q: 3 clusters Score -1.012698e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -10128533.000000 Penalty: 5407.868652
	Iteration 10Q: 3 clusters Score -1.012853e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -10129933.000000 Penalty: 5407.868652
	Iteration 11Q: 3 clusters Score -1.012993e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -10131118.000000 Penalty: 5407.868652
	Iteration 12Q: 3 clusters Score -1.013112e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -10131953.000000 Penalty: 5407.868652
	Iteration 13Q: 3 clusters Score -1.013195e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -10132586.000000 Penalty: 5407.868652
	Iteration 14Q: 3 clusters Score -1.013259e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -10133138.000000 Penalty: 5407.868652
	Iteration 15Q: 3 clusters Score -1.013314e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -10133670.000000 Penalty: 5407.868652
	Iteration 16Q: 3 clusters Score -1.013367e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -10134237.000000 Penalty: 5407.868652
	Iteration 17Q: 3 clusters Score -1.013424e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -10134760.000000 Penalty: 5407.868652
	Iteration 18Q: 3 clusters Score -1.013476e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -10135332.000000 Penalty: 5407.868652
	Iteration 19Q: 3 clusters Score -1.013533e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -10135768.000000 Penalty: 5407.868652
	Iteration 20F: 3 clusters Score -1.013577e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -10136028.000000 Penalty: 5407.868652
	Iteration 21Q: 3 clusters Score -1.013603e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -10136218.000000 Penalty: 5407.868652
	Iteration 22Q: 3 clusters Score -1.013622e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -10136355.000000 Penalty: 5407.868652
	Iteration 23Q: 3 clusters Score -1.013636e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -10136376.000000 Penalty: 5407.868652
	Iteration 24Q: 3 clusters Score -1.013638e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -10136377.000000 Penalty: 5407.868652
	Iteration 25Q: 3 clusters Score -1.013638e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -10136302.000000 Penalty: 5407.868652
	Iteration 26Q: 3 clusters Score -1.01363e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -10136226.000000 Penalty: 5407.868652
	Iteration 27Q: 3 clusters Score -1.013623e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -10136069.000000 Penalty: 5407.868652
	Iteration 28Q: 3 clusters Score -1.013607e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -10135900.000000 Penalty: 5407.868652
	Iteration 29Q: 3 clusters Score -1.01359e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -10135824.000000 Penalty: 5407.868652
	Iteration 30Q: 3 clusters Score -1.013582e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -10135806.000000 Penalty: 5407.868652
	Iteration 31Q: 3 clusters Score -1.013581e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -10135631.000000 Penalty: 5407.868652
	Iteration 32Q: 3 clusters Score -1.013563e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -10135470.000000 Penalty: 5407.868652
	Iteration 33Q: 3 clusters Score -1.013547e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -10135396.000000 Penalty: 5407.868652
	Iteration 34Q: 3 clusters Score -1.01354e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -10135344.000000 Penalty: 5407.868652
	Iteration 35Q: 3 clusters Score -1.013534e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -10135213.000000 Penalty: 5407.868652
	Iteration 36Q: 3 clusters Score -1.013521e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -10135098.000000 Penalty: 5407.868652
	Iteration 37Q: 3 clusters Score -1.01351e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -10134949.000000 Penalty: 5407.868652
	Iteration 38Q: 3 clusters Score -1.013495e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -10134830.000000 Penalty: 5407.868652
	Iteration 39Q: 3 clusters Score -1.013483e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -10134692.000000 Penalty: 5407.868652
	Iteration 40F: 3 clusters Score -1.013469e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -10134604.000000 Penalty: 5407.868652
	Iteration 41Q: 3 clusters Score -1.01346e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -10134525.000000 Penalty: 5407.868652
	Iteration 42Q: 3 clusters Score -1.013452e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -10134535.000000 Penalty: 5407.868652
	Iteration 43Q: 3 clusters Score -1.013454e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -10134472.000000 Penalty: 5407.868652
	Iteration 44Q: 3 clusters Score -1.013447e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -10134408.000000 Penalty: 5407.868652
	Iteration 45Q: 3 clusters Score -1.013441e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -10134348.000000 Penalty: 5407.868652
	Iteration 46Q: 3 clusters Score -1.013435e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -10134357.000000 Penalty: 5407.868652
	Iteration 47Q: 3 clusters Score -1.013436e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -10134302.000000 Penalty: 5407.868652
	Iteration 48Q: 3 clusters Score -1.01343e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -10134279.000000 Penalty: 5407.868652
	Iteration 49Q: 3 clusters Score -1.013428e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -10134260.000000 Penalty: 5407.868652
	Iteration 50Q: 3 clusters Score -1.013426e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -10134246.000000 Penalty: 5407.868652
	Iteration 51Q: 3 clusters Score -1.013425e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -10134251.000000 Penalty: 5407.868652
	Iteration 52Q: 3 clusters Score -1.013425e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -10134217.000000 Penalty: 5407.868652
	Iteration 53Q: 3 clusters Score -1.013422e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -10134219.000000 Penalty: 5407.868652
	Iteration 54Q: 3 clusters Score -1.013422e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -10134221.000000 Penalty: 5407.868652
	Iteration 55Q: 3 clusters Score -1.013422e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -10134227.000000 Penalty: 5407.868652
	Iteration 56Q: 3 clusters Score -1.013423e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -10134230.000000 Penalty: 5407.868652
	Iteration 57Q: 3 clusters Score -1.013423e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -10134241.000000 Penalty: 5407.868652
	Iteration 58Q: 3 clusters Score -1.013424e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -10134247.000000 Penalty: 5407.868652
	Iteration 59Q: 3 clusters Score -1.013425e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -10134231.000000 Penalty: 5407.868652
	Iteration 60F: 3 clusters Score -1.013423e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -10134222.000000 Penalty: 5407.868652
	Iteration 61Q: 3 clusters Score -1.013422e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -10134206.000000 Penalty: 5407.868652
	Iteration 62Q: 3 clusters Score -1.013421e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -10134198.000000 Penalty: 5407.868652
	Iteration 63Q: 3 clusters Score -1.01342e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -10134206.000000 Penalty: 5407.868652
	Iteration 64Q: 3 clusters Score -1.013421e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -10134199.000000 Penalty: 5407.868652
	Iteration 65Q: 3 clusters Score -1.01342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -10134211.000000 Penalty: 5407.868652
	Iteration 66Q: 3 clusters Score -1.013421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -10134205.000000 Penalty: 5407.868652
	Iteration 67Q: 3 clusters Score -1.01342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -10134188.000000 Penalty: 5407.868652
	Iteration 68Q: 3 clusters Score -1.013419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -10134163.000000 Penalty: 5407.868652
	Iteration 69Q: 3 clusters Score -1.013416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -10134161.000000 Penalty: 5407.868652
	Iteration 70Q: 3 clusters Score -1.013416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -10134163.000000 Penalty: 5407.868652
	Iteration 71Q: 3 clusters Score -1.013416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -10134160.000000 Penalty: 5407.868652
	Iteration 72Q: 3 clusters Score -1.013416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -10134143.000000 Penalty: 5407.868652
	Iteration 73Q: 3 clusters Score -1.013414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -10134137.000000 Penalty: 5407.868652
	Iteration 74Q: 3 clusters Score -1.013414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -10134155.000000 Penalty: 5407.868652
	Iteration 75Q: 3 clusters Score -1.013416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -10134151.000000 Penalty: 5407.868652
	Iteration 76Q: 3 clusters Score -1.013415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -10134165.000000 Penalty: 5407.868652
	Iteration 77Q: 3 clusters Score -1.013416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -10134189.000000 Penalty: 5407.868652
	Iteration 78Q: 3 clusters Score -1.013419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -10134191.000000 Penalty: 5407.868652
	Iteration 79Q: 3 clusters Score -1.013419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -10134184.000000 Penalty: 5407.868652
	Iteration 80F: 3 clusters Score -1.013418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -10134178.000000 Penalty: 5407.868652
	Iteration 81Q: 3 clusters Score -1.013418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -10134190.000000 Penalty: 5407.868652
	Iteration 82Q: 3 clusters Score -1.013419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -10134196.000000 Penalty: 5407.868652
	Iteration 83Q: 3 clusters Score -1.01342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -10134188.000000 Penalty: 5407.868652
	Iteration 84Q: 3 clusters Score -1.013419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -10134190.000000 Penalty: 5407.868652
	Iteration 85Q: 3 clusters Score -1.013419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -10134189.000000 Penalty: 5407.868652
	Iteration 86Q: 3 clusters Score -1.013419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -10134190.000000 Penalty: 5407.868652
	Iteration 87Q: 3 clusters Score -1.013419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -10134184.000000 Penalty: 5407.868652
	Iteration 88Q: 3 clusters Score -1.013418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -10134182.000000 Penalty: 5407.868652
	Iteration 89Q: 3 clusters Score -1.013418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -10134174.000000 Penalty: 5407.868652
	Iteration 90Q: 3 clusters Score -1.013417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -10134194.000000 Penalty: 5407.868652
	Iteration 91Q: 3 clusters Score -1.013419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -10134184.000000 Penalty: 5407.868652
	Iteration 92Q: 3 clusters Score -1.013418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -10134182.000000 Penalty: 5407.868652
	Iteration 93Q: 3 clusters Score -1.013418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -10134182.000000 Penalty: 5407.868652
	Iteration 94Q: 3 clusters Score -1.013418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -10134178.000000 Penalty: 5407.868652
	Iteration 95Q: 3 clusters Score -1.013418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -10134171.000000 Penalty: 5407.868652
	Iteration 96Q: 3 clusters Score -1.013417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -10134188.000000 Penalty: 5407.868652
	Iteration 97Q: 3 clusters Score -1.013419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -10134186.000000 Penalty: 5407.868652
	Iteration 98Q: 3 clusters Score -1.013419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -10134180.000000 Penalty: 5407.868652
	Iteration 99Q: 3 clusters Score -1.013418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -10134186.000000 Penalty: 5407.868652
	Iteration 100F: 3 clusters Score -1.013419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -10134184.000000 Penalty: 5407.868652
	Iteration 101Q: 3 clusters Score -1.013418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -10134184.000000 Penalty: 5407.868652
	Iteration 102F: 3 clusters Score -1.013418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -416765.437500 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -416765.4 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 1206 members 
Entering Unmasked Estep 
Score: -413967.812500 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -413967.8 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -414775.875000 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -414775.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -415068.375000 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -415068.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -415262.687500 Penalty: 3863.158691
	Iteration 3F: 3 clusters Score -415262.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -415393.187500 Penalty: 3863.158691
	Iteration 4F: 3 clusters Score -415393.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -415482.750000 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -415482.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -415561.750000 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -415561.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -415617.781250 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -415617.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -415649.500000 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -415649.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -415675.718750 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -415675.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -415700.718750 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -415700.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -415718.062500 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -415718.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -415732.156250 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -415732.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -415747.750000 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -415747.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -415771.375000 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -415771.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -415785.250000 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -415785.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -415791.875000 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -415791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -415794.437500 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -415794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -415797.375000 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -415797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -415799.875000 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -415799.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -415803.312500 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -415803.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -415809.093750 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -415809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -415814.281250 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -415814.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -415819.218750 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -415819.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -415826.125000 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -415826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -415830.593750 Penalty: 3863.158691
	Iteration 25Q: 3 clusters Score -415830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -415833.250000 Penalty: 3863.158691
	Iteration 26Q: 3 clusters Score -415833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -415833.687500 Penalty: 3863.158691
	Iteration 27Q: 3 clusters Score -415833.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -415833.687500 Penalty: 3863.158691
	Iteration 28F: 3 clusters Score -415833.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Entering Unmasked Estep 
Score: -7671236.000000 Penalty: 2636.365234
	Iteration 0F: 2 clusters Score -7671236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -7643342.000000 Penalty: 5272.730469
	Iteration 0F: 3 clusters Score -7643342 nChanged 18960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -7653650.000000 Penalty: 5272.730469
	Iteration 1F: 3 clusters Score -7653650 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -7654172.500000 Penalty: 5272.730469
	Iteration 2Q: 3 clusters Score -7654172 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -7654683.000000 Penalty: 5272.730469
	Iteration 3Q: 3 clusters Score -7654683 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -7655295.500000 Penalty: 5272.730469
	Iteration 4Q: 3 clusters Score -7655296 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -7656184.500000 Penalty: 5272.730469
	Iteration 5Q: 3 clusters Score -7656184 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -7657701.500000 Penalty: 5272.730469
	Iteration 6F: 3 clusters Score -7657702 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -7660056.000000 Penalty: 5272.730469
	Iteration 7F: 3 clusters Score -7660056 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -7663219.000000 Penalty: 5272.730469
	Iteration 8F: 3 clusters Score -7663219 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -7666225.500000 Penalty: 5272.730469
	Iteration 9F: 3 clusters Score -7666226 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -7667948.000000 Penalty: 5272.730469
	Iteration 10Q: 3 clusters Score -7667948 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -7668653.000000 Penalty: 5272.730469
	Iteration 11Q: 3 clusters Score -7668653 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7668942.500000 Penalty: 5272.730469
	Iteration 12Q: 3 clusters Score -7668942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -7669086.500000 Penalty: 5272.730469
	Iteration 13Q: 3 clusters Score -7669086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -7669189.000000 Penalty: 5272.730469
	Iteration 14Q: 3 clusters Score -7669189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -7669258.000000 Penalty: 5272.730469
	Iteration 15Q: 3 clusters Score -7669258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -7669291.500000 Penalty: 5272.730469
	Iteration 16Q: 3 clusters Score -7669292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -7669329.500000 Penalty: 5272.730469
	Iteration 17Q: 3 clusters Score -7669330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -7669353.000000 Penalty: 5272.730469
	Iteration 18Q: 3 clusters Score -7669353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -7669369.500000 Penalty: 5272.730469
	Iteration 19Q: 3 clusters Score -7669370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -7669391.500000 Penalty: 5272.730469
	Iteration 20F: 3 clusters Score -7669392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -7669406.000000 Penalty: 5272.730469
	Iteration 21Q: 3 clusters Score -7669406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -7669413.500000 Penalty: 5272.730469
	Iteration 22Q: 3 clusters Score -7669414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7669408.500000 Penalty: 5272.730469
	Iteration 23Q: 3 clusters Score -7669408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -7669411.000000 Penalty: 5272.730469
	Iteration 24Q: 3 clusters Score -7669411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -7669408.500000 Penalty: 5272.730469
	Iteration 25Q: 3 clusters Score -7669408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -7669408.500000 Penalty: 5272.730469
	Iteration 26F: 3 clusters Score -7669408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Entering Unmasked Estep 
Score: -7763212.500000 Penalty: 2640.931885
	Iteration 0F: 2 clusters Score -7763212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -7734909.500000 Penalty: 5281.863770
	Iteration 0F: 3 clusters Score -7734910 nChanged 19268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -7745453.000000 Penalty: 5281.863770
	Iteration 1F: 3 clusters Score -7745453 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -7745856.500000 Penalty: 5281.863770
	Iteration 2Q: 3 clusters Score -7745856 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -7746194.500000 Penalty: 5281.863770
	Iteration 3Q: 3 clusters Score -7746194 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -7746548.500000 Penalty: 5281.863770
	Iteration 4Q: 3 clusters Score -7746548 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -7746840.500000 Penalty: 5281.863770
	Iteration 5Q: 3 clusters Score -7746840 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -7747250.000000 Penalty: 5281.863770
	Iteration 6Q: 3 clusters Score -7747250 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -7747847.500000 Penalty: 5281.863770
	Iteration 7Q: 3 clusters Score -7747848 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -7748581.500000 Penalty: 5281.863770
	Iteration 8Q: 3 clusters Score -7748582 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -7749489.500000 Penalty: 5281.863770
	Iteration 9Q: 3 clusters Score -7749490 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -7750647.500000 Penalty: 5281.863770
	Iteration 10Q: 3 clusters Score -7750648 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -7751911.000000 Penalty: 5281.863770
	Iteration 11Q: 3 clusters Score -7751911 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -7753201.500000 Penalty: 5281.863770
	Iteration 12Q: 3 clusters Score -7753202 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -7754478.500000 Penalty: 5281.863770
	Iteration 13Q: 3 clusters Score -7754478 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -7755677.000000 Penalty: 5281.863770
	Iteration 14Q: 3 clusters Score -7755677 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -7756686.500000 Penalty: 5281.863770
	Iteration 15Q: 3 clusters Score -7756686 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -7757578.500000 Penalty: 5281.863770
	Iteration 16Q: 3 clusters Score -7757578 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -7758405.000000 Penalty: 5281.863770
	Iteration 17Q: 3 clusters Score -7758405 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -7759001.000000 Penalty: 5281.863770
	Iteration 18Q: 3 clusters Score -7759001 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -7759540.000000 Penalty: 5281.863770
	Iteration 19Q: 3 clusters Score -7759540 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -7759903.500000 Penalty: 5281.863770
	Iteration 20F: 3 clusters Score -7759904 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -7760232.000000 Penalty: 5281.863770
	Iteration 21Q: 3 clusters Score -7760232 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -7760431.000000 Penalty: 5281.863770
	Iteration 22Q: 3 clusters Score -7760431 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -7760614.500000 Penalty: 5281.863770
	Iteration 23Q: 3 clusters Score -7760614 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -7760739.000000 Penalty: 5281.863770
	Iteration 24Q: 3 clusters Score -7760739 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -7760800.500000 Penalty: 5281.863770
	Iteration 25Q: 3 clusters Score -7760800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -7760863.000000 Penalty: 5281.863770
	Iteration 26Q: 3 clusters Score -7760863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -7760887.500000 Penalty: 5281.863770
	Iteration 27Q: 3 clusters Score -7760888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -7760924.000000 Penalty: 5281.863770
	Iteration 28Q: 3 clusters Score -7760924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -7760963.000000 Penalty: 5281.863770
	Iteration 29Q: 3 clusters Score -7760963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -7760980.000000 Penalty: 5281.863770
	Iteration 30Q: 3 clusters Score -7760980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -7760994.500000 Penalty: 5281.863770
	Iteration 31Q: 3 clusters Score -7760994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -7761017.500000 Penalty: 5281.863770
	Iteration 32Q: 3 clusters Score -7761018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -7761026.000000 Penalty: 5281.863770
	Iteration 33Q: 3 clusters Score -7761026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -7761027.500000 Penalty: 5281.863770
	Iteration 34Q: 3 clusters Score -7761028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -7761032.500000 Penalty: 5281.863770
	Iteration 35Q: 3 clusters Score -7761032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -7761038.500000 Penalty: 5281.863770
	Iteration 36Q: 3 clusters Score -7761038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -7761041.000000 Penalty: 5281.863770
	Iteration 37Q: 3 clusters Score -7761041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -7761041.000000 Penalty: 5281.863770
	Iteration 38F: 3 clusters Score -7761041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -75084.085938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -75084.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73572.476562 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -73572.48 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73885.445312 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -73885.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74053.203125 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -74053.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74136.531250 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -74136.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74199.703125 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -74199.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74277.562500 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -74277.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74320.828125 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -74320.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74352.531250 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -74352.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74375.054688 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -74375.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74381.140625 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -74381.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74382.007812 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -74382.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74382.007812 Penalty: 3122.451904
	Iteration 11F: 3 clusters Score -74382.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -231058.375000 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -231058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -228984.484375 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -228984.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -229665.265625 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -229665.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -230206.515625 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -230206.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -230646.343750 Penalty: 3567.322266
	Iteration 3F: 3 clusters Score -230646.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -230934.812500 Penalty: 3567.322266
	Iteration 4F: 3 clusters Score -230934.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -231137.937500 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -231137.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -231292.062500 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -231292.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -231422.015625 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -231422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -231501.671875 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -231501.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -231573.734375 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -231573.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -231583.093750 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -231583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -231604.203125 Penalty: 3567.322266
	Iteration 11Q: 3 clusters Score -231604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -231609.281250 Penalty: 3567.322266
	Iteration 12Q: 3 clusters Score -231609.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -231665.531250 Penalty: 3567.322266
	Iteration 13F: 3 clusters Score -231665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -231798.578125 Penalty: 3567.322266
	Iteration 14Q: 3 clusters Score -231798.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -231922.953125 Penalty: 3567.322266
	Iteration 15Q: 3 clusters Score -231923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -231933.250000 Penalty: 3567.322266
	Iteration 16Q: 3 clusters Score -231933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -231940.968750 Penalty: 3567.322266
	Iteration 17Q: 3 clusters Score -231941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -231942.953125 Penalty: 3567.322266
	Iteration 18Q: 3 clusters Score -231943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -231942.953125 Penalty: 3567.322266
	Iteration 19F: 3 clusters Score -231943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50121 members 
Mstep: Class 4 contains 54337 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41378 members 
Mstep: Class 7 contains 42147 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 45424 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30717 members 
Mstep: Class 13 contains 43537 members 
Mstep: Class 14 contains 42641 members 
Mstep: Class 15 contains 45914 members 
Mstep: Class 16 contains 43913 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45598 members 
Mstep: Class 19 contains 45470 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 1083 members 
Entering Unmasked Estep 
Score: -106697984.000000 Penalty: 75744.453125
Splitting cluster 9 changes total score from -106698816.000000 to -106697984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (45424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Entering Unmasked Estep 
Score: -8555216.000000 Penalty: 2659.501465
	Iteration 0F: 2 clusters Score -8555216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -8526306.000000 Penalty: 5319.002930
	Iteration 0F: 3 clusters Score -8526306 nChanged 20792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -8537728.000000 Penalty: 5319.002930
	Iteration 1F: 3 clusters Score -8537728 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -8538512.000000 Penalty: 5319.002930
	Iteration 2Q: 3 clusters Score -8538512 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -8539413.000000 Penalty: 5319.002930
	Iteration 3F: 3 clusters Score -8539413 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -8540515.000000 Penalty: 5319.002930
	Iteration 4F: 3 clusters Score -8540515 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -8541789.000000 Penalty: 5319.002930
	Iteration 5F: 3 clusters Score -8541789 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -8543312.000000 Penalty: 5319.002930
	Iteration 6F: 3 clusters Score -8543312 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -8545153.000000 Penalty: 5319.002930
	Iteration 7F: 3 clusters Score -8545153 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -8547140.000000 Penalty: 5319.002930
	Iteration 8F: 3 clusters Score -8547140 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -8548949.000000 Penalty: 5319.002930
	Iteration 9F: 3 clusters Score -8548949 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -8551076.000000 Penalty: 5319.002930
	Iteration 10Q: 3 clusters Score -8551076 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8552190.000000 Penalty: 5319.002930
	Iteration 11Q: 3 clusters Score -8552190 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8552805.000000 Penalty: 5319.002930
	Iteration 12Q: 3 clusters Score -8552805 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8552984.000000 Penalty: 5319.002930
	Iteration 13Q: 3 clusters Score -8552984 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8553001.000000 Penalty: 5319.002930
	Iteration 14Q: 3 clusters Score -8553001 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8553055.000000 Penalty: 5319.002930
	Iteration 15Q: 3 clusters Score -8553055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8553101.000000 Penalty: 5319.002930
	Iteration 16Q: 3 clusters Score -8553101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8553116.000000 Penalty: 5319.002930
	Iteration 17Q: 3 clusters Score -8553116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8553137.000000 Penalty: 5319.002930
	Iteration 18Q: 3 clusters Score -8553137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8553153.000000 Penalty: 5319.002930
	Iteration 19Q: 3 clusters Score -8553153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8553157.000000 Penalty: 5319.002930
	Iteration 20F: 3 clusters Score -8553157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8553182.000000 Penalty: 5319.002930
	Iteration 21Q: 3 clusters Score -8553182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8553193.000000 Penalty: 5319.002930
	Iteration 22Q: 3 clusters Score -8553193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8553208.000000 Penalty: 5319.002930
	Iteration 23Q: 3 clusters Score -8553208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8553206.000000 Penalty: 5319.002930
	Iteration 24Q: 3 clusters Score -8553206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8553206.000000 Penalty: 5319.002930
	Iteration 25Q: 3 clusters Score -8553206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8553207.000000 Penalty: 5319.002930
	Iteration 26Q: 3 clusters Score -8553207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8553213.000000 Penalty: 5319.002930
	Iteration 27Q: 3 clusters Score -8553213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8553213.000000 Penalty: 5319.002930
	Iteration 28F: 3 clusters Score -8553213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -49571.371094 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -49571.37 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 247 members 
Entering Unmasked Estep 
Score: -48199.398438 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -48199.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48515.335938 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -48515.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48643.511719 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -48643.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48713.882812 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -48713.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48746.789062 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -48746.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48759.558594 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -48759.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48781.164062 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -48781.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48797.378906 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -48797.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48806.250000 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -48806.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48827.789062 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -48827.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48845.894531 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -48845.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48876.519531 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -48876.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48891.289062 Penalty: 3055.958740
	Iteration 12Q: 3 clusters Score -48891.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48904.652344 Penalty: 3055.958740
	Iteration 13Q: 3 clusters Score -48904.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48933.351562 Penalty: 3055.958740
	Iteration 14Q: 3 clusters Score -48933.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48936.398438 Penalty: 3055.958740
	Iteration 15Q: 3 clusters Score -48936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48938.804688 Penalty: 3055.958740
	Iteration 16Q: 3 clusters Score -48938.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48941.156250 Penalty: 3055.958740
	Iteration 17F: 3 clusters Score -48941.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48947.539062 Penalty: 3055.958740
	Iteration 18Q: 3 clusters Score -48947.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48953.222656 Penalty: 3055.958740
	Iteration 19Q: 3 clusters Score -48953.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48966.781250 Penalty: 3055.958740
	Iteration 20F: 3 clusters Score -48966.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48980.007812 Penalty: 3055.958740
	Iteration 21Q: 3 clusters Score -48980.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48982.394531 Penalty: 3055.958740
	Iteration 22Q: 3 clusters Score -48982.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49004.562500 Penalty: 3055.958740
	Iteration 23Q: 3 clusters Score -49004.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49010.355469 Penalty: 3055.958740
	Iteration 24Q: 3 clusters Score -49010.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49011.593750 Penalty: 3055.958740
	Iteration 25Q: 3 clusters Score -49011.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49011.593750 Penalty: 3055.958740
	Iteration 26F: 3 clusters Score -49011.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Entering Unmasked Estep 
Score: -5537915.000000 Penalty: 2562.477783
	Iteration 0F: 2 clusters Score -5537915 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 15348 members 
Entering Unmasked Estep 
Score: -5516823.500000 Penalty: 5124.955566
	Iteration 0F: 3 clusters Score -5516824 nChanged 13887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -5524254.000000 Penalty: 5124.955566
	Iteration 1F: 3 clusters Score -5524254 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -5524671.500000 Penalty: 5124.955566
	Iteration 2Q: 3 clusters Score -5524672 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -5525056.500000 Penalty: 5124.955566
	Iteration 3Q: 3 clusters Score -5525056 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -5525415.000000 Penalty: 5124.955566
	Iteration 4Q: 3 clusters Score -5525415 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5525880.000000 Penalty: 5124.955566
	Iteration 5Q: 3 clusters Score -5525880 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -5526353.000000 Penalty: 5124.955566
	Iteration 6Q: 3 clusters Score -5526353 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -5526923.000000 Penalty: 5124.955566
	Iteration 7Q: 3 clusters Score -5526923 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -5527516.500000 Penalty: 5124.955566
	Iteration 8Q: 3 clusters Score -5527516 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -5528183.500000 Penalty: 5124.955566
	Iteration 9Q: 3 clusters Score -5528184 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -5528867.000000 Penalty: 5124.955566
	Iteration 10Q: 3 clusters Score -5528867 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5529460.000000 Penalty: 5124.955566
	Iteration 11Q: 3 clusters Score -5529460 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -5530005.000000 Penalty: 5124.955566
	Iteration 12Q: 3 clusters Score -5530005 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -5530520.500000 Penalty: 5124.955566
	Iteration 13Q: 3 clusters Score -5530520 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5530919.500000 Penalty: 5124.955566
	Iteration 14Q: 3 clusters Score -5530920 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -5531199.500000 Penalty: 5124.955566
	Iteration 15Q: 3 clusters Score -5531200 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -5531407.500000 Penalty: 5124.955566
	Iteration 16Q: 3 clusters Score -5531408 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5531605.500000 Penalty: 5124.955566
	Iteration 17Q: 3 clusters Score -5531606 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -5531801.500000 Penalty: 5124.955566
	Iteration 18Q: 3 clusters Score -5531802 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -5532013.500000 Penalty: 5124.955566
	Iteration 19Q: 3 clusters Score -5532014 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -5532248.500000 Penalty: 5124.955566
	Iteration 20F: 3 clusters Score -5532248 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -5532511.500000 Penalty: 5124.955566
	Iteration 21Q: 3 clusters Score -5532512 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -5532841.000000 Penalty: 5124.955566
	Iteration 22Q: 3 clusters Score -5532841 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -5533203.000000 Penalty: 5124.955566
	Iteration 23Q: 3 clusters Score -5533203 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -5533618.000000 Penalty: 5124.955566
	Iteration 24Q: 3 clusters Score -5533618 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -5534115.000000 Penalty: 5124.955566
	Iteration 25Q: 3 clusters Score -5534115 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -5534708.500000 Penalty: 5124.955566
	Iteration 26Q: 3 clusters Score -5534708 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -5535220.000000 Penalty: 5124.955566
	Iteration 27Q: 3 clusters Score -5535220 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -5535691.500000 Penalty: 5124.955566
	Iteration 28Q: 3 clusters Score -5535692 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -5535919.000000 Penalty: 5124.955566
	Iteration 29Q: 3 clusters Score -5535919 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -5535994.000000 Penalty: 5124.955566
	Iteration 30Q: 3 clusters Score -5535994 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -5536044.500000 Penalty: 5124.955566
	Iteration 31Q: 3 clusters Score -5536044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -5536059.000000 Penalty: 5124.955566
	Iteration 32Q: 3 clusters Score -5536059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -5536072.000000 Penalty: 5124.955566
	Iteration 33Q: 3 clusters Score -5536072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -5536079.500000 Penalty: 5124.955566
	Iteration 34Q: 3 clusters Score -5536080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -5536082.500000 Penalty: 5124.955566
	Iteration 35Q: 3 clusters Score -5536082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -5536095.500000 Penalty: 5124.955566
	Iteration 36Q: 3 clusters Score -5536096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -5536100.500000 Penalty: 5124.955566
	Iteration 37Q: 3 clusters Score -5536100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -5536097.500000 Penalty: 5124.955566
	Iteration 38Q: 3 clusters Score -5536098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -5536108.500000 Penalty: 5124.955566
	Iteration 39Q: 3 clusters Score -5536108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -5536110.500000 Penalty: 5124.955566
	Iteration 40F: 3 clusters Score -5536110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -5536116.000000 Penalty: 5124.955566
	Iteration 41Q: 3 clusters Score -5536116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -5536125.000000 Penalty: 5124.955566
	Iteration 42Q: 3 clusters Score -5536125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -5536133.000000 Penalty: 5124.955566
	Iteration 43Q: 3 clusters Score -5536133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -5536134.000000 Penalty: 5124.955566
	Iteration 44Q: 3 clusters Score -5536134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -5536135.000000 Penalty: 5124.955566
	Iteration 45Q: 3 clusters Score -5536135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -5536135.000000 Penalty: 5124.955566
	Iteration 46F: 3 clusters Score -5536135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Entering Unmasked Estep 
Score: -8127799.000000 Penalty: 2648.978760
	Iteration 0F: 2 clusters Score -8127799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -8098964.500000 Penalty: 5297.957520
	Iteration 0F: 3 clusters Score -8098964 nChanged 20014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -8109802.000000 Penalty: 5297.957520
	Iteration 1F: 3 clusters Score -8109802 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -8110291.500000 Penalty: 5297.957520
	Iteration 2Q: 3 clusters Score -8110292 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -8110713.500000 Penalty: 5297.957520
	Iteration 3Q: 3 clusters Score -8110714 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8111207.500000 Penalty: 5297.957520
	Iteration 4Q: 3 clusters Score -8111208 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -8111822.000000 Penalty: 5297.957520
	Iteration 5Q: 3 clusters Score -8111822 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -8112601.500000 Penalty: 5297.957520
	Iteration 6Q: 3 clusters Score -8112602 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -8113613.000000 Penalty: 5297.957520
	Iteration 7Q: 3 clusters Score -8113613 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -8114914.500000 Penalty: 5297.957520
	Iteration 8Q: 3 clusters Score -8114914 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -8116605.500000 Penalty: 5297.957520
	Iteration 9F: 3 clusters Score -8116606 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -8118607.500000 Penalty: 5297.957520
	Iteration 10F: 3 clusters Score -8118608 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -8120300.500000 Penalty: 5297.957520
	Iteration 11F: 3 clusters Score -8120300 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -8121216.500000 Penalty: 5297.957520
	Iteration 12Q: 3 clusters Score -8121216 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -8121513.000000 Penalty: 5297.957520
	Iteration 13Q: 3 clusters Score -8121513 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -8121736.000000 Penalty: 5297.957520
	Iteration 14Q: 3 clusters Score -8121736 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -8121824.000000 Penalty: 5297.957520
	Iteration 15Q: 3 clusters Score -8121824 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -8121923.500000 Penalty: 5297.957520
	Iteration 16Q: 3 clusters Score -8121924 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -8122020.500000 Penalty: 5297.957520
	Iteration 17Q: 3 clusters Score -8122020 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -8122083.000000 Penalty: 5297.957520
	Iteration 18Q: 3 clusters Score -8122083 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -8122170.000000 Penalty: 5297.957520
	Iteration 19Q: 3 clusters Score -8122170 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -8122250.500000 Penalty: 5297.957520
	Iteration 20F: 3 clusters Score -8122250 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -8122344.500000 Penalty: 5297.957520
	Iteration 21Q: 3 clusters Score -8122344 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -8122447.000000 Penalty: 5297.957520
	Iteration 22Q: 3 clusters Score -8122447 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -8122539.000000 Penalty: 5297.957520
	Iteration 23Q: 3 clusters Score -8122539 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -8122605.000000 Penalty: 5297.957520
	Iteration 24Q: 3 clusters Score -8122605 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -8122697.500000 Penalty: 5297.957520
	Iteration 25Q: 3 clusters Score -8122698 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -8122808.000000 Penalty: 5297.957520
	Iteration 26Q: 3 clusters Score -8122808 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -8122956.500000 Penalty: 5297.957520
	Iteration 27Q: 3 clusters Score -8122956 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -8123140.000000 Penalty: 5297.957520
	Iteration 28Q: 3 clusters Score -8123140 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -8123306.000000 Penalty: 5297.957520
	Iteration 29Q: 3 clusters Score -8123306 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -8123476.000000 Penalty: 5297.957520
	Iteration 30Q: 3 clusters Score -8123476 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -8123603.500000 Penalty: 5297.957520
	Iteration 31Q: 3 clusters Score -8123604 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -8123683.000000 Penalty: 5297.957520
	Iteration 32Q: 3 clusters Score -8123683 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -8123775.000000 Penalty: 5297.957520
	Iteration 33Q: 3 clusters Score -8123775 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -8123901.500000 Penalty: 5297.957520
	Iteration 34Q: 3 clusters Score -8123902 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -8124028.500000 Penalty: 5297.957520
	Iteration 35Q: 3 clusters Score -8124028 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -8124151.000000 Penalty: 5297.957520
	Iteration 36Q: 3 clusters Score -8124151 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -8124248.500000 Penalty: 5297.957520
	Iteration 37Q: 3 clusters Score -8124248 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -8124347.000000 Penalty: 5297.957520
	Iteration 38Q: 3 clusters Score -8124347 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -8124469.500000 Penalty: 5297.957520
	Iteration 39Q: 3 clusters Score -8124470 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -8124578.500000 Penalty: 5297.957520
	Iteration 40F: 3 clusters Score -8124578 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -8124661.500000 Penalty: 5297.957520
	Iteration 41Q: 3 clusters Score -8124662 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -8124718.000000 Penalty: 5297.957520
	Iteration 42Q: 3 clusters Score -8124718 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -8124749.000000 Penalty: 5297.957520
	Iteration 43Q: 3 clusters Score -8124749 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -8124855.500000 Penalty: 5297.957520
	Iteration 44Q: 3 clusters Score -8124856 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -8124930.500000 Penalty: 5297.957520
	Iteration 45Q: 3 clusters Score -8124930 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -8125013.500000 Penalty: 5297.957520
	Iteration 46Q: 3 clusters Score -8125014 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -8125118.500000 Penalty: 5297.957520
	Iteration 47Q: 3 clusters Score -8125118 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -8125160.500000 Penalty: 5297.957520
	Iteration 48Q: 3 clusters Score -8125160 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -8125246.000000 Penalty: 5297.957520
	Iteration 49Q: 3 clusters Score -8125246 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -8125323.000000 Penalty: 5297.957520
	Iteration 50Q: 3 clusters Score -8125323 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -8125382.500000 Penalty: 5297.957520
	Iteration 51Q: 3 clusters Score -8125382 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -8125478.500000 Penalty: 5297.957520
	Iteration 52Q: 3 clusters Score -8125478 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -8125531.500000 Penalty: 5297.957520
	Iteration 53Q: 3 clusters Score -8125532 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -8125613.500000 Penalty: 5297.957520
	Iteration 54Q: 3 clusters Score -8125614 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -8125673.000000 Penalty: 5297.957520
	Iteration 55Q: 3 clusters Score -8125673 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -8125723.500000 Penalty: 5297.957520
	Iteration 56Q: 3 clusters Score -8125724 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -8125784.500000 Penalty: 5297.957520
	Iteration 57Q: 3 clusters Score -8125784 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -8125857.500000 Penalty: 5297.957520
	Iteration 58Q: 3 clusters Score -8125858 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -8125887.000000 Penalty: 5297.957520
	Iteration 59Q: 3 clusters Score -8125887 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8125937.500000 Penalty: 5297.957520
	Iteration 60F: 3 clusters Score -8125938 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -8126041.000000 Penalty: 5297.957520
	Iteration 61Q: 3 clusters Score -8126041 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -8126051.000000 Penalty: 5297.957520
	Iteration 62Q: 3 clusters Score -8126051 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -8126074.500000 Penalty: 5297.957520
	Iteration 63Q: 3 clusters Score -8126074 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -8126095.500000 Penalty: 5297.957520
	Iteration 64Q: 3 clusters Score -8126096 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8126132.000000 Penalty: 5297.957520
	Iteration 65Q: 3 clusters Score -8126132 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8126145.500000 Penalty: 5297.957520
	Iteration 66Q: 3 clusters Score -8126146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8126157.000000 Penalty: 5297.957520
	Iteration 67Q: 3 clusters Score -8126157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8126153.500000 Penalty: 5297.957520
	Iteration 68Q: 3 clusters Score -8126154 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8126169.000000 Penalty: 5297.957520
	Iteration 69Q: 3 clusters Score -8126169 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8126181.500000 Penalty: 5297.957520
	Iteration 70Q: 3 clusters Score -8126182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8126195.500000 Penalty: 5297.957520
	Iteration 71Q: 3 clusters Score -8126196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8126200.000000 Penalty: 5297.957520
	Iteration 72Q: 3 clusters Score -8126200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8126199.500000 Penalty: 5297.957520
	Iteration 73Q: 3 clusters Score -8126200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8126187.500000 Penalty: 5297.957520
	Iteration 74Q: 3 clusters Score -8126188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8126186.000000 Penalty: 5297.957520
	Iteration 75Q: 3 clusters Score -8126186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8126197.000000 Penalty: 5297.957520
	Iteration 76Q: 3 clusters Score -8126197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8126194.500000 Penalty: 5297.957520
	Iteration 77Q: 3 clusters Score -8126194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8126203.000000 Penalty: 5297.957520
	Iteration 78Q: 3 clusters Score -8126203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8126202.500000 Penalty: 5297.957520
	Iteration 79Q: 3 clusters Score -8126202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8126206.000000 Penalty: 5297.957520
	Iteration 80F: 3 clusters Score -8126206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8126203.000000 Penalty: 5297.957520
	Iteration 81Q: 3 clusters Score -8126203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8126201.000000 Penalty: 5297.957520
	Iteration 82Q: 3 clusters Score -8126201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8126213.000000 Penalty: 5297.957520
	Iteration 83Q: 3 clusters Score -8126213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8126208.000000 Penalty: 5297.957520
	Iteration 84Q: 3 clusters Score -8126208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8126214.500000 Penalty: 5297.957520
	Iteration 85Q: 3 clusters Score -8126214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8126228.000000 Penalty: 5297.957520
	Iteration 86Q: 3 clusters Score -8126228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8126236.000000 Penalty: 5297.957520
	Iteration 87Q: 3 clusters Score -8126236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8126224.500000 Penalty: 5297.957520
	Iteration 88Q: 3 clusters Score -8126224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8126226.000000 Penalty: 5297.957520
	Iteration 89Q: 3 clusters Score -8126226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8126222.500000 Penalty: 5297.957520
	Iteration 90Q: 3 clusters Score -8126222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8126227.500000 Penalty: 5297.957520
	Iteration 91Q: 3 clusters Score -8126228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8126222.000000 Penalty: 5297.957520
	Iteration 92Q: 3 clusters Score -8126222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8126224.500000 Penalty: 5297.957520
	Iteration 93Q: 3 clusters Score -8126224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8126220.500000 Penalty: 5297.957520
	Iteration 94Q: 3 clusters Score -8126220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8126227.500000 Penalty: 5297.957520
	Iteration 95Q: 3 clusters Score -8126228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8126220.500000 Penalty: 5297.957520
	Iteration 96Q: 3 clusters Score -8126220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8126220.000000 Penalty: 5297.957520
	Iteration 97Q: 3 clusters Score -8126220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8126213.500000 Penalty: 5297.957520
	Iteration 98Q: 3 clusters Score -8126214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8126211.500000 Penalty: 5297.957520
	Iteration 99Q: 3 clusters Score -8126212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8126209.500000 Penalty: 5297.957520
	Iteration 100F: 3 clusters Score -8126210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8126215.500000 Penalty: 5297.957520
	Iteration 101Q: 3 clusters Score -8126216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8126214.000000 Penalty: 5297.957520
	Iteration 102Q: 3 clusters Score -8126214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8126217.000000 Penalty: 5297.957520
	Iteration 103Q: 3 clusters Score -8126217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8126215.000000 Penalty: 5297.957520
	Iteration 104Q: 3 clusters Score -8126215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8126212.500000 Penalty: 5297.957520
	Iteration 105Q: 3 clusters Score -8126212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8126213.000000 Penalty: 5297.957520
	Iteration 106Q: 3 clusters Score -8126213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8126222.500000 Penalty: 5297.957520
	Iteration 107Q: 3 clusters Score -8126222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8126208.500000 Penalty: 5297.957520
	Iteration 108Q: 3 clusters Score -8126208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8126209.500000 Penalty: 5297.957520
	Iteration 109Q: 3 clusters Score -8126210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8126207.000000 Penalty: 5297.957520
	Iteration 110Q: 3 clusters Score -8126207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8126206.500000 Penalty: 5297.957520
	Iteration 111Q: 3 clusters Score -8126206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8126208.500000 Penalty: 5297.957520
	Iteration 112Q: 3 clusters Score -8126208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8126208.500000 Penalty: 5297.957520
	Iteration 113F: 3 clusters Score -8126208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Entering Unmasked Estep 
Score: -7920622.500000 Penalty: 2643.821533
	Iteration 0F: 2 clusters Score -7920622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -7892357.000000 Penalty: 5287.643066
	Iteration 0F: 3 clusters Score -7892357 nChanged 19492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -7903247.000000 Penalty: 5287.643066
	Iteration 1F: 3 clusters Score -7903247 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -7903873.000000 Penalty: 5287.643066
	Iteration 2Q: 3 clusters Score -7903873 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -7904647.500000 Penalty: 5287.643066
	Iteration 3Q: 3 clusters Score -7904648 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -7905918.500000 Penalty: 5287.643066
	Iteration 4F: 3 clusters Score -7905918 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -7907862.500000 Penalty: 5287.643066
	Iteration 5F: 3 clusters Score -7907862 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -7910555.500000 Penalty: 5287.643066
	Iteration 6F: 3 clusters Score -7910556 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -7913813.000000 Penalty: 5287.643066
	Iteration 7F: 3 clusters Score -7913813 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -7916978.000000 Penalty: 5287.643066
	Iteration 8F: 3 clusters Score -7916978 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -7918614.000000 Penalty: 5287.643066
	Iteration 9Q: 3 clusters Score -7918614 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -7919106.500000 Penalty: 5287.643066
	Iteration 10Q: 3 clusters Score -7919106 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -7919241.500000 Penalty: 5287.643066
	Iteration 11Q: 3 clusters Score -7919242 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -7919294.000000 Penalty: 5287.643066
	Iteration 12Q: 3 clusters Score -7919294 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -7919336.000000 Penalty: 5287.643066
	Iteration 13Q: 3 clusters Score -7919336 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -7919364.000000 Penalty: 5287.643066
	Iteration 14Q: 3 clusters Score -7919364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -7919379.000000 Penalty: 5287.643066
	Iteration 15Q: 3 clusters Score -7919379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -7919379.500000 Penalty: 5287.643066
	Iteration 16Q: 3 clusters Score -7919380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -7919380.500000 Penalty: 5287.643066
	Iteration 17Q: 3 clusters Score -7919380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -7919384.000000 Penalty: 5287.643066
	Iteration 18Q: 3 clusters Score -7919384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -7919372.000000 Penalty: 5287.643066
	Iteration 19Q: 3 clusters Score -7919372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -7919377.000000 Penalty: 5287.643066
	Iteration 20F: 3 clusters Score -7919377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -7919377.500000 Penalty: 5287.643066
	Iteration 21Q: 3 clusters Score -7919378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -7919381.000000 Penalty: 5287.643066
	Iteration 22Q: 3 clusters Score -7919381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -7919385.500000 Penalty: 5287.643066
	Iteration 23Q: 3 clusters Score -7919386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -7919392.500000 Penalty: 5287.643066
	Iteration 24Q: 3 clusters Score -7919392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -7919404.000000 Penalty: 5287.643066
	Iteration 25Q: 3 clusters Score -7919404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -7919404.500000 Penalty: 5287.643066
	Iteration 26Q: 3 clusters Score -7919404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -7919414.500000 Penalty: 5287.643066
	Iteration 27Q: 3 clusters Score -7919414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -7919410.000000 Penalty: 5287.643066
	Iteration 28Q: 3 clusters Score -7919410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -7919413.500000 Penalty: 5287.643066
	Iteration 29Q: 3 clusters Score -7919414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7919407.500000 Penalty: 5287.643066
	Iteration 30Q: 3 clusters Score -7919408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7919407.500000 Penalty: 5287.643066
	Iteration 31F: 3 clusters Score -7919408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Entering Unmasked Estep 
Score: -8597751.000000 Penalty: 2662.162354
	Iteration 0F: 2 clusters Score -8597751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -8568009.000000 Penalty: 5324.324707
	Iteration 0F: 3 clusters Score -8568009 nChanged 21041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -8579536.000000 Penalty: 5324.324707
	Iteration 1F: 3 clusters Score -8579536 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -8580001.000000 Penalty: 5324.324707
	Iteration 2Q: 3 clusters Score -8580001 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -8580481.000000 Penalty: 5324.324707
	Iteration 3Q: 3 clusters Score -8580481 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -8580969.000000 Penalty: 5324.324707
	Iteration 4Q: 3 clusters Score -8580969 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -8581525.000000 Penalty: 5324.324707
	Iteration 5Q: 3 clusters Score -8581525 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -8582196.000000 Penalty: 5324.324707
	Iteration 6Q: 3 clusters Score -8582196 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -8583069.000000 Penalty: 5324.324707
	Iteration 7Q: 3 clusters Score -8583069 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -8584192.000000 Penalty: 5324.324707
	Iteration 8Q: 3 clusters Score -8584192 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -8585601.000000 Penalty: 5324.324707
	Iteration 9Q: 3 clusters Score -8585601 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -8587394.000000 Penalty: 5324.324707
	Iteration 10F: 3 clusters Score -8587394 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -8589462.000000 Penalty: 5324.324707
	Iteration 11F: 3 clusters Score -8589462 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -8591548.000000 Penalty: 5324.324707
	Iteration 12F: 3 clusters Score -8591548 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -8593219.000000 Penalty: 5324.324707
	Iteration 13Q: 3 clusters Score -8593219 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -8594235.000000 Penalty: 5324.324707
	Iteration 14Q: 3 clusters Score -8594235 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -8594772.000000 Penalty: 5324.324707
	Iteration 15Q: 3 clusters Score -8594772 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -8595108.000000 Penalty: 5324.324707
	Iteration 16Q: 3 clusters Score -8595108 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -8595303.000000 Penalty: 5324.324707
	Iteration 17Q: 3 clusters Score -8595303 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8595391.000000 Penalty: 5324.324707
	Iteration 18Q: 3 clusters Score -8595391 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -8595462.000000 Penalty: 5324.324707
	Iteration 19Q: 3 clusters Score -8595462 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -8595499.000000 Penalty: 5324.324707
	Iteration 20F: 3 clusters Score -8595499 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8595544.000000 Penalty: 5324.324707
	Iteration 21Q: 3 clusters Score -8595544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -8595572.000000 Penalty: 5324.324707
	Iteration 22Q: 3 clusters Score -8595572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8595587.000000 Penalty: 5324.324707
	Iteration 23Q: 3 clusters Score -8595587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -8595615.000000 Penalty: 5324.324707
	Iteration 24Q: 3 clusters Score -8595615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8595624.000000 Penalty: 5324.324707
	Iteration 25Q: 3 clusters Score -8595624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -8595624.000000 Penalty: 5324.324707
	Iteration 26Q: 3 clusters Score -8595624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -8595627.000000 Penalty: 5324.324707
	Iteration 27Q: 3 clusters Score -8595627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8595633.000000 Penalty: 5324.324707
	Iteration 28Q: 3 clusters Score -8595633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -8595629.000000 Penalty: 5324.324707
	Iteration 29Q: 3 clusters Score -8595629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -8595625.000000 Penalty: 5324.324707
	Iteration 30Q: 3 clusters Score -8595625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -8595629.000000 Penalty: 5324.324707
	Iteration 31Q: 3 clusters Score -8595629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -8595629.000000 Penalty: 5324.324707
	Iteration 32F: 3 clusters Score -8595629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Entering Unmasked Estep 
Score: -8078246.500000 Penalty: 2651.111328
	Iteration 0F: 2 clusters Score -8078246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -8048931.500000 Penalty: 5302.222656
	Iteration 0F: 3 clusters Score -8048932 nChanged 20202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -8059880.500000 Penalty: 5302.222656
	Iteration 1F: 3 clusters Score -8059880 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -8060403.500000 Penalty: 5302.222656
	Iteration 2Q: 3 clusters Score -8060404 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -8060836.500000 Penalty: 5302.222656
	Iteration 3Q: 3 clusters Score -8060836 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -8061280.000000 Penalty: 5302.222656
	Iteration 4Q: 3 clusters Score -8061280 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -8061787.500000 Penalty: 5302.222656
	Iteration 5Q: 3 clusters Score -8061788 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -8062347.500000 Penalty: 5302.222656
	Iteration 6Q: 3 clusters Score -8062348 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -8063145.500000 Penalty: 5302.222656
	Iteration 7Q: 3 clusters Score -8063146 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -8064221.000000 Penalty: 5302.222656
	Iteration 8Q: 3 clusters Score -8064221 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -8065807.000000 Penalty: 5302.222656
	Iteration 9F: 3 clusters Score -8065807 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -8067935.000000 Penalty: 5302.222656
	Iteration 10F: 3 clusters Score -8067935 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -8070368.500000 Penalty: 5302.222656
	Iteration 11F: 3 clusters Score -8070368 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -8072043.000000 Penalty: 5302.222656
	Iteration 12F: 3 clusters Score -8072043 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -8072862.500000 Penalty: 5302.222656
	Iteration 13Q: 3 clusters Score -8072862 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -8073360.500000 Penalty: 5302.222656
	Iteration 14Q: 3 clusters Score -8073360 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -8073838.000000 Penalty: 5302.222656
	Iteration 15Q: 3 clusters Score -8073838 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -8074176.000000 Penalty: 5302.222656
	Iteration 16Q: 3 clusters Score -8074176 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -8074505.000000 Penalty: 5302.222656
	Iteration 17Q: 3 clusters Score -8074505 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -8074788.500000 Penalty: 5302.222656
	Iteration 18Q: 3 clusters Score -8074788 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -8074990.000000 Penalty: 5302.222656
	Iteration 19Q: 3 clusters Score -8074990 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -8075172.000000 Penalty: 5302.222656
	Iteration 20F: 3 clusters Score -8075172 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -8075323.500000 Penalty: 5302.222656
	Iteration 21Q: 3 clusters Score -8075324 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -8075398.500000 Penalty: 5302.222656
	Iteration 22Q: 3 clusters Score -8075398 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -8075480.500000 Penalty: 5302.222656
	Iteration 23Q: 3 clusters Score -8075480 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -8075552.500000 Penalty: 5302.222656
	Iteration 24Q: 3 clusters Score -8075552 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -8075609.500000 Penalty: 5302.222656
	Iteration 25Q: 3 clusters Score -8075610 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -8075648.000000 Penalty: 5302.222656
	Iteration 26Q: 3 clusters Score -8075648 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -8075726.000000 Penalty: 5302.222656
	Iteration 27Q: 3 clusters Score -8075726 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -8075821.500000 Penalty: 5302.222656
	Iteration 28Q: 3 clusters Score -8075822 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -8075893.500000 Penalty: 5302.222656
	Iteration 29Q: 3 clusters Score -8075894 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -8075971.500000 Penalty: 5302.222656
	Iteration 30Q: 3 clusters Score -8075972 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -8076068.500000 Penalty: 5302.222656
	Iteration 31Q: 3 clusters Score -8076068 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -8076083.000000 Penalty: 5302.222656
	Iteration 32Q: 3 clusters Score -8076083 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -8076146.000000 Penalty: 5302.222656
	Iteration 33Q: 3 clusters Score -8076146 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -8076189.500000 Penalty: 5302.222656
	Iteration 34Q: 3 clusters Score -8076190 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -8076214.500000 Penalty: 5302.222656
	Iteration 35Q: 3 clusters Score -8076214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -8076232.500000 Penalty: 5302.222656
	Iteration 36Q: 3 clusters Score -8076232 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -8076278.000000 Penalty: 5302.222656
	Iteration 37Q: 3 clusters Score -8076278 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -8076311.500000 Penalty: 5302.222656
	Iteration 38Q: 3 clusters Score -8076312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -8076345.000000 Penalty: 5302.222656
	Iteration 39Q: 3 clusters Score -8076345 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -8076367.500000 Penalty: 5302.222656
	Iteration 40F: 3 clusters Score -8076368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -8076363.000000 Penalty: 5302.222656
	Iteration 41Q: 3 clusters Score -8076363 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -8076386.500000 Penalty: 5302.222656
	Iteration 42Q: 3 clusters Score -8076386 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -8076409.000000 Penalty: 5302.222656
	Iteration 43Q: 3 clusters Score -8076409 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -8076421.500000 Penalty: 5302.222656
	Iteration 44Q: 3 clusters Score -8076422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -8076427.000000 Penalty: 5302.222656
	Iteration 45Q: 3 clusters Score -8076427 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -8076433.000000 Penalty: 5302.222656
	Iteration 46Q: 3 clusters Score -8076433 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -8076467.500000 Penalty: 5302.222656
	Iteration 47Q: 3 clusters Score -8076468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -8076472.000000 Penalty: 5302.222656
	Iteration 48Q: 3 clusters Score -8076472 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -8076489.000000 Penalty: 5302.222656
	Iteration 49Q: 3 clusters Score -8076489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -8076501.500000 Penalty: 5302.222656
	Iteration 50Q: 3 clusters Score -8076502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -8076493.000000 Penalty: 5302.222656
	Iteration 51Q: 3 clusters Score -8076493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -8076513.500000 Penalty: 5302.222656
	Iteration 52Q: 3 clusters Score -8076514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -8076509.500000 Penalty: 5302.222656
	Iteration 53Q: 3 clusters Score -8076510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -8076521.500000 Penalty: 5302.222656
	Iteration 54Q: 3 clusters Score -8076522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -8076513.000000 Penalty: 5302.222656
	Iteration 55Q: 3 clusters Score -8076513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -8076521.500000 Penalty: 5302.222656
	Iteration 56Q: 3 clusters Score -8076522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -8076515.000000 Penalty: 5302.222656
	Iteration 57Q: 3 clusters Score -8076515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -8076518.500000 Penalty: 5302.222656
	Iteration 58Q: 3 clusters Score -8076518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8076526.500000 Penalty: 5302.222656
	Iteration 59Q: 3 clusters Score -8076526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -8076525.000000 Penalty: 5302.222656
	Iteration 60F: 3 clusters Score -8076525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -8076526.000000 Penalty: 5302.222656
	Iteration 61Q: 3 clusters Score -8076526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -8076527.500000 Penalty: 5302.222656
	Iteration 62Q: 3 clusters Score -8076528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -8076519.000000 Penalty: 5302.222656
	Iteration 63Q: 3 clusters Score -8076519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -8076509.500000 Penalty: 5302.222656
	Iteration 64Q: 3 clusters Score -8076510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -8076511.500000 Penalty: 5302.222656
	Iteration 65Q: 3 clusters Score -8076512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8076511.500000 Penalty: 5302.222656
	Iteration 66Q: 3 clusters Score -8076512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -8076528.500000 Penalty: 5302.222656
	Iteration 67Q: 3 clusters Score -8076528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8076525.500000 Penalty: 5302.222656
	Iteration 68Q: 3 clusters Score -8076526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -8076529.500000 Penalty: 5302.222656
	Iteration 69Q: 3 clusters Score -8076530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8076529.000000 Penalty: 5302.222656
	Iteration 70Q: 3 clusters Score -8076529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -8076537.500000 Penalty: 5302.222656
	Iteration 71Q: 3 clusters Score -8076538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -8076529.000000 Penalty: 5302.222656
	Iteration 72Q: 3 clusters Score -8076529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -8076529.500000 Penalty: 5302.222656
	Iteration 73Q: 3 clusters Score -8076530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -8076526.000000 Penalty: 5302.222656
	Iteration 74Q: 3 clusters Score -8076526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -8076520.500000 Penalty: 5302.222656
	Iteration 75Q: 3 clusters Score -8076520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -8076530.500000 Penalty: 5302.222656
	Iteration 76Q: 3 clusters Score -8076530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -8076521.500000 Penalty: 5302.222656
	Iteration 77Q: 3 clusters Score -8076522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -8076526.500000 Penalty: 5302.222656
	Iteration 78Q: 3 clusters Score -8076526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -8076539.000000 Penalty: 5302.222656
	Iteration 79Q: 3 clusters Score -8076539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -8076539.500000 Penalty: 5302.222656
	Iteration 80F: 3 clusters Score -8076540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8076547.500000 Penalty: 5302.222656
	Iteration 81Q: 3 clusters Score -8076548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8076546.500000 Penalty: 5302.222656
	Iteration 82Q: 3 clusters Score -8076546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -8076543.000000 Penalty: 5302.222656
	Iteration 83Q: 3 clusters Score -8076543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -8076539.500000 Penalty: 5302.222656
	Iteration 84Q: 3 clusters Score -8076540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -8076537.000000 Penalty: 5302.222656
	Iteration 85Q: 3 clusters Score -8076537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8076530.000000 Penalty: 5302.222656
	Iteration 86Q: 3 clusters Score -8076530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -8076538.500000 Penalty: 5302.222656
	Iteration 87Q: 3 clusters Score -8076538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -8076532.000000 Penalty: 5302.222656
	Iteration 88Q: 3 clusters Score -8076532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -8076523.500000 Penalty: 5302.222656
	Iteration 89Q: 3 clusters Score -8076524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -8076522.500000 Penalty: 5302.222656
	Iteration 90Q: 3 clusters Score -8076522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8076515.000000 Penalty: 5302.222656
	Iteration 91Q: 3 clusters Score -8076515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -8076514.000000 Penalty: 5302.222656
	Iteration 92Q: 3 clusters Score -8076514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8076518.500000 Penalty: 5302.222656
	Iteration 93Q: 3 clusters Score -8076518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -8076517.500000 Penalty: 5302.222656
	Iteration 94Q: 3 clusters Score -8076518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -8076496.000000 Penalty: 5302.222656
	Iteration 95Q: 3 clusters Score -8076496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -8076495.000000 Penalty: 5302.222656
	Iteration 96Q: 3 clusters Score -8076495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -8076513.500000 Penalty: 5302.222656
	Iteration 97Q: 3 clusters Score -8076514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -8076516.000000 Penalty: 5302.222656
	Iteration 98Q: 3 clusters Score -8076516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -8076518.500000 Penalty: 5302.222656
	Iteration 99Q: 3 clusters Score -8076518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8076519.000000 Penalty: 5302.222656
	Iteration 100F: 3 clusters Score -8076519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -8076521.000000 Penalty: 5302.222656
	Iteration 101Q: 3 clusters Score -8076521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -8076520.500000 Penalty: 5302.222656
	Iteration 102Q: 3 clusters Score -8076520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8076517.500000 Penalty: 5302.222656
	Iteration 103Q: 3 clusters Score -8076518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -8076517.000000 Penalty: 5302.222656
	Iteration 104Q: 3 clusters Score -8076517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -8076523.000000 Penalty: 5302.222656
	Iteration 105Q: 3 clusters Score -8076523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -8076524.500000 Penalty: 5302.222656
	Iteration 106Q: 3 clusters Score -8076524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8076522.500000 Penalty: 5302.222656
	Iteration 107Q: 3 clusters Score -8076522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -8076525.500000 Penalty: 5302.222656
	Iteration 108Q: 3 clusters Score -8076526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -8076521.500000 Penalty: 5302.222656
	Iteration 109Q: 3 clusters Score -8076522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -8076517.000000 Penalty: 5302.222656
	Iteration 110Q: 3 clusters Score -8076517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -8076512.000000 Penalty: 5302.222656
	Iteration 111Q: 3 clusters Score -8076512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -8076516.500000 Penalty: 5302.222656
	Iteration 112Q: 3 clusters Score -8076516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -8076526.000000 Penalty: 5302.222656
	Iteration 113Q: 3 clusters Score -8076526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -8076521.000000 Penalty: 5302.222656
	Iteration 114Q: 3 clusters Score -8076521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8076522.000000 Penalty: 5302.222656
	Iteration 115Q: 3 clusters Score -8076522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8076511.000000 Penalty: 5302.222656
	Iteration 116Q: 3 clusters Score -8076511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -8076517.000000 Penalty: 5302.222656
	Iteration 117Q: 3 clusters Score -8076517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -8076513.000000 Penalty: 5302.222656
	Iteration 118Q: 3 clusters Score -8076513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -8076522.000000 Penalty: 5302.222656
	Iteration 119Q: 3 clusters Score -8076522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8076513.000000 Penalty: 5302.222656
	Iteration 120F: 3 clusters Score -8076513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -8076530.000000 Penalty: 5302.222656
	Iteration 121Q: 3 clusters Score -8076530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8076537.000000 Penalty: 5302.222656
	Iteration 122Q: 3 clusters Score -8076537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -8076532.000000 Penalty: 5302.222656
	Iteration 123Q: 3 clusters Score -8076532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8076532.000000 Penalty: 5302.222656
	Iteration 124Q: 3 clusters Score -8076532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -8076533.500000 Penalty: 5302.222656
	Iteration 125Q: 3 clusters Score -8076534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -8076538.500000 Penalty: 5302.222656
	Iteration 126Q: 3 clusters Score -8076538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8076548.500000 Penalty: 5302.222656
	Iteration 127Q: 3 clusters Score -8076548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -8076546.000000 Penalty: 5302.222656
	Iteration 128Q: 3 clusters Score -8076546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -8076543.500000 Penalty: 5302.222656
	Iteration 129Q: 3 clusters Score -8076544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8076547.000000 Penalty: 5302.222656
	Iteration 130Q: 3 clusters Score -8076547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8076550.000000 Penalty: 5302.222656
	Iteration 131Q: 3 clusters Score -8076550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -8076540.500000 Penalty: 5302.222656
	Iteration 132Q: 3 clusters Score -8076540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -8076540.500000 Penalty: 5302.222656
	Iteration 133Q: 3 clusters Score -8076540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8076542.000000 Penalty: 5302.222656
	Iteration 134Q: 3 clusters Score -8076542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -8076542.000000 Penalty: 5302.222656
	Iteration 135Q: 3 clusters Score -8076542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -8076535.000000 Penalty: 5302.222656
	Iteration 136Q: 3 clusters Score -8076535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -8076529.500000 Penalty: 5302.222656
	Iteration 137Q: 3 clusters Score -8076530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -8076534.000000 Penalty: 5302.222656
	Iteration 138Q: 3 clusters Score -8076534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8076540.000000 Penalty: 5302.222656
	Iteration 139Q: 3 clusters Score -8076540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -8076530.000000 Penalty: 5302.222656
	Iteration 140F: 3 clusters Score -8076530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8076532.500000 Penalty: 5302.222656
	Iteration 141Q: 3 clusters Score -8076532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8076548.000000 Penalty: 5302.222656
	Iteration 142Q: 3 clusters Score -8076548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8076542.500000 Penalty: 5302.222656
	Iteration 143Q: 3 clusters Score -8076542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -8076547.000000 Penalty: 5302.222656
	Iteration 144Q: 3 clusters Score -8076547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -8076550.000000 Penalty: 5302.222656
	Iteration 145Q: 3 clusters Score -8076550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8076552.000000 Penalty: 5302.222656
	Iteration 146Q: 3 clusters Score -8076552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8076541.000000 Penalty: 5302.222656
	Iteration 147Q: 3 clusters Score -8076541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -8076537.500000 Penalty: 5302.222656
	Iteration 148Q: 3 clusters Score -8076538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8076546.500000 Penalty: 5302.222656
	Iteration 149Q: 3 clusters Score -8076546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8076549.000000 Penalty: 5302.222656
	Iteration 150Q: 3 clusters Score -8076549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8076542.500000 Penalty: 5302.222656
	Iteration 151Q: 3 clusters Score -8076542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -8076546.500000 Penalty: 5302.222656
	Iteration 152Q: 3 clusters Score -8076546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8076541.000000 Penalty: 5302.222656
	Iteration 153Q: 3 clusters Score -8076541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8076545.000000 Penalty: 5302.222656
	Iteration 154Q: 3 clusters Score -8076545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8076539.000000 Penalty: 5302.222656
	Iteration 155Q: 3 clusters Score -8076539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8076539.000000 Penalty: 5302.222656
	Iteration 156Q: 3 clusters Score -8076539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -8076539.500000 Penalty: 5302.222656
	Iteration 157Q: 3 clusters Score -8076540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -8076540.500000 Penalty: 5302.222656
	Iteration 158Q: 3 clusters Score -8076540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8076537.500000 Penalty: 5302.222656
	Iteration 159Q: 3 clusters Score -8076538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -8076536.500000 Penalty: 5302.222656
	Iteration 160F: 3 clusters Score -8076536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -8076544.000000 Penalty: 5302.222656
	Iteration 161Q: 3 clusters Score -8076544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8076539.000000 Penalty: 5302.222656
	Iteration 162Q: 3 clusters Score -8076539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8076542.500000 Penalty: 5302.222656
	Iteration 163Q: 3 clusters Score -8076542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8076544.000000 Penalty: 5302.222656
	Iteration 164Q: 3 clusters Score -8076544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8076545.000000 Penalty: 5302.222656
	Iteration 165Q: 3 clusters Score -8076545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -8076537.000000 Penalty: 5302.222656
	Iteration 166Q: 3 clusters Score -8076537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -8076542.000000 Penalty: 5302.222656
	Iteration 167Q: 3 clusters Score -8076542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8076545.500000 Penalty: 5302.222656
	Iteration 168Q: 3 clusters Score -8076546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8076545.500000 Penalty: 5302.222656
	Iteration 169F: 3 clusters Score -8076546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -77680.875000 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -77680.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76145.039062 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -76145.04 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76535.421875 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -76535.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76684.500000 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -76684.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76734.882812 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -76734.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76772.984375 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -76772.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76803.984375 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -76803.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76817.320312 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -76817.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76822.437500 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -76822.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76831.320312 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -76831.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76832.570312 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -76832.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76836.210938 Penalty: 3172.049805
	Iteration 10Q: 3 clusters Score -76836.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76844.414062 Penalty: 3172.049805
	Iteration 11Q: 3 clusters Score -76844.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76858.125000 Penalty: 3172.049805
	Iteration 12Q: 3 clusters Score -76858.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76869.640625 Penalty: 3172.049805
	Iteration 13Q: 3 clusters Score -76869.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76879.117188 Penalty: 3172.049805
	Iteration 14Q: 3 clusters Score -76879.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76885.992188 Penalty: 3172.049805
	Iteration 15Q: 3 clusters Score -76885.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76885.992188 Penalty: 3172.049805
	Iteration 16F: 3 clusters Score -76885.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Entering Unmasked Estep 
Score: -8458149.000000 Penalty: 2660.449463
	Iteration 0F: 2 clusters Score -8458149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -8428398.000000 Penalty: 5320.898926
	Iteration 0F: 3 clusters Score -8428398 nChanged 21108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -8439970.000000 Penalty: 5320.898926
	Iteration 1F: 3 clusters Score -8439970 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -8440393.000000 Penalty: 5320.898926
	Iteration 2Q: 3 clusters Score -8440393 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -8440807.000000 Penalty: 5320.898926
	Iteration 3Q: 3 clusters Score -8440807 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -8441207.000000 Penalty: 5320.898926
	Iteration 4Q: 3 clusters Score -8441207 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -8441685.000000 Penalty: 5320.898926
	Iteration 5Q: 3 clusters Score -8441685 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -8442455.000000 Penalty: 5320.898926
	Iteration 6Q: 3 clusters Score -8442455 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -8443692.000000 Penalty: 5320.898926
	Iteration 7F: 3 clusters Score -8443692 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -8445686.000000 Penalty: 5320.898926
	Iteration 8F: 3 clusters Score -8445686 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -8448614.000000 Penalty: 5320.898926
	Iteration 9F: 3 clusters Score -8448614 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -8452048.000000 Penalty: 5320.898926
	Iteration 10F: 3 clusters Score -8452048 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -8454457.000000 Penalty: 5320.898926
	Iteration 11F: 3 clusters Score -8454457 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -8455402.000000 Penalty: 5320.898926
	Iteration 12Q: 3 clusters Score -8455402 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -8455742.000000 Penalty: 5320.898926
	Iteration 13Q: 3 clusters Score -8455742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -8455827.000000 Penalty: 5320.898926
	Iteration 14Q: 3 clusters Score -8455827 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -8455909.000000 Penalty: 5320.898926
	Iteration 15Q: 3 clusters Score -8455909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -8455968.000000 Penalty: 5320.898926
	Iteration 16Q: 3 clusters Score -8455968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -8455983.000000 Penalty: 5320.898926
	Iteration 17Q: 3 clusters Score -8455983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -8455995.000000 Penalty: 5320.898926
	Iteration 18Q: 3 clusters Score -8455995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -8456008.000000 Penalty: 5320.898926
	Iteration 19Q: 3 clusters Score -8456008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -8456013.000000 Penalty: 5320.898926
	Iteration 20F: 3 clusters Score -8456013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -8456026.000000 Penalty: 5320.898926
	Iteration 21Q: 3 clusters Score -8456026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -8456058.000000 Penalty: 5320.898926
	Iteration 22Q: 3 clusters Score -8456058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8456064.000000 Penalty: 5320.898926
	Iteration 23Q: 3 clusters Score -8456064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -8456075.000000 Penalty: 5320.898926
	Iteration 24Q: 3 clusters Score -8456075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -8456078.000000 Penalty: 5320.898926
	Iteration 25Q: 3 clusters Score -8456078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -8456077.000000 Penalty: 5320.898926
	Iteration 26Q: 3 clusters Score -8456077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8456080.000000 Penalty: 5320.898926
	Iteration 27Q: 3 clusters Score -8456080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8456090.000000 Penalty: 5320.898926
	Iteration 28Q: 3 clusters Score -8456090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -8456101.000000 Penalty: 5320.898926
	Iteration 29Q: 3 clusters Score -8456101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -8456108.000000 Penalty: 5320.898926
	Iteration 30Q: 3 clusters Score -8456108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -8456110.000000 Penalty: 5320.898926
	Iteration 31Q: 3 clusters Score -8456110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -8456110.000000 Penalty: 5320.898926
	Iteration 32Q: 3 clusters Score -8456110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -8456105.000000 Penalty: 5320.898926
	Iteration 33Q: 3 clusters Score -8456105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -8456109.000000 Penalty: 5320.898926
	Iteration 34Q: 3 clusters Score -8456109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -8456109.000000 Penalty: 5320.898926
	Iteration 35F: 3 clusters Score -8456109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Entering Unmasked Estep 
Score: -8411371.000000 Penalty: 2659.752441
	Iteration 0F: 2 clusters Score -8411371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -8381178.500000 Penalty: 5319.504883
	Iteration 0F: 3 clusters Score -8381178 nChanged 21098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -8392582.000000 Penalty: 5319.504883
	Iteration 1F: 3 clusters Score -8392582 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -8393111.000000 Penalty: 5319.504883
	Iteration 2Q: 3 clusters Score -8393111 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -8393604.000000 Penalty: 5319.504883
	Iteration 3Q: 3 clusters Score -8393604 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -8394162.000000 Penalty: 5319.504883
	Iteration 4Q: 3 clusters Score -8394162 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -8394814.000000 Penalty: 5319.504883
	Iteration 5Q: 3 clusters Score -8394814 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -8395670.000000 Penalty: 5319.504883
	Iteration 6Q: 3 clusters Score -8395670 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -8396934.000000 Penalty: 5319.504883
	Iteration 7F: 3 clusters Score -8396934 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -8398755.000000 Penalty: 5319.504883
	Iteration 8F: 3 clusters Score -8398755 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -8401319.000000 Penalty: 5319.504883
	Iteration 9F: 3 clusters Score -8401319 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -8404070.000000 Penalty: 5319.504883
	Iteration 10F: 3 clusters Score -8404070 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -8406500.000000 Penalty: 5319.504883
	Iteration 11F: 3 clusters Score -8406500 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -8408174.000000 Penalty: 5319.504883
	Iteration 12Q: 3 clusters Score -8408174 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -8409096.000000 Penalty: 5319.504883
	Iteration 13Q: 3 clusters Score -8409096 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8409596.000000 Penalty: 5319.504883
	Iteration 14Q: 3 clusters Score -8409596 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8409884.000000 Penalty: 5319.504883
	Iteration 15Q: 3 clusters Score -8409884 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8410069.000000 Penalty: 5319.504883
	Iteration 16Q: 3 clusters Score -8410069 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8410105.000000 Penalty: 5319.504883
	Iteration 17Q: 3 clusters Score -8410105 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8410142.000000 Penalty: 5319.504883
	Iteration 18Q: 3 clusters Score -8410142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8410179.000000 Penalty: 5319.504883
	Iteration 19Q: 3 clusters Score -8410179 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8410215.000000 Penalty: 5319.504883
	Iteration 20F: 3 clusters Score -8410215 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8410235.000000 Penalty: 5319.504883
	Iteration 21Q: 3 clusters Score -8410235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8410246.000000 Penalty: 5319.504883
	Iteration 22Q: 3 clusters Score -8410246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8410274.000000 Penalty: 5319.504883
	Iteration 23Q: 3 clusters Score -8410274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8410281.000000 Penalty: 5319.504883
	Iteration 24Q: 3 clusters Score -8410281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8410291.000000 Penalty: 5319.504883
	Iteration 25Q: 3 clusters Score -8410291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8410294.000000 Penalty: 5319.504883
	Iteration 26Q: 3 clusters Score -8410294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8410286.000000 Penalty: 5319.504883
	Iteration 27Q: 3 clusters Score -8410286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8410293.000000 Penalty: 5319.504883
	Iteration 28Q: 3 clusters Score -8410293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8410288.000000 Penalty: 5319.504883
	Iteration 29Q: 3 clusters Score -8410288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8410289.000000 Penalty: 5319.504883
	Iteration 30Q: 3 clusters Score -8410289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8410284.000000 Penalty: 5319.504883
	Iteration 31Q: 3 clusters Score -8410284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8410289.000000 Penalty: 5319.504883
	Iteration 32Q: 3 clusters Score -8410289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8410287.000000 Penalty: 5319.504883
	Iteration 33Q: 3 clusters Score -8410287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8410279.000000 Penalty: 5319.504883
	Iteration 34Q: 3 clusters Score -8410279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8410284.000000 Penalty: 5319.504883
	Iteration 35Q: 3 clusters Score -8410284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8410283.000000 Penalty: 5319.504883
	Iteration 36Q: 3 clusters Score -8410283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8410280.000000 Penalty: 5319.504883
	Iteration 37Q: 3 clusters Score -8410280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8410275.000000 Penalty: 5319.504883
	Iteration 38Q: 3 clusters Score -8410275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8410275.000000 Penalty: 5319.504883
	Iteration 39Q: 3 clusters Score -8410275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8410278.000000 Penalty: 5319.504883
	Iteration 40F: 3 clusters Score -8410278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8410275.000000 Penalty: 5319.504883
	Iteration 41Q: 3 clusters Score -8410275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8410276.000000 Penalty: 5319.504883
	Iteration 42Q: 3 clusters Score -8410276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8410278.000000 Penalty: 5319.504883
	Iteration 43Q: 3 clusters Score -8410278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8410281.000000 Penalty: 5319.504883
	Iteration 44Q: 3 clusters Score -8410281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8410280.000000 Penalty: 5319.504883
	Iteration 45Q: 3 clusters Score -8410280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8410279.000000 Penalty: 5319.504883
	Iteration 46Q: 3 clusters Score -8410279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8410276.000000 Penalty: 5319.504883
	Iteration 47Q: 3 clusters Score -8410276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8410276.000000 Penalty: 5319.504883
	Iteration 48Q: 3 clusters Score -8410276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8410272.000000 Penalty: 5319.504883
	Iteration 49Q: 3 clusters Score -8410272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8410270.000000 Penalty: 5319.504883
	Iteration 50Q: 3 clusters Score -8410270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8410269.000000 Penalty: 5319.504883
	Iteration 51Q: 3 clusters Score -8410269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8410272.000000 Penalty: 5319.504883
	Iteration 52Q: 3 clusters Score -8410272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8410272.000000 Penalty: 5319.504883
	Iteration 53Q: 3 clusters Score -8410272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8410269.000000 Penalty: 5319.504883
	Iteration 54Q: 3 clusters Score -8410269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8410279.000000 Penalty: 5319.504883
	Iteration 55Q: 3 clusters Score -8410279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8410280.000000 Penalty: 5319.504883
	Iteration 56Q: 3 clusters Score -8410280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8410275.000000 Penalty: 5319.504883
	Iteration 57Q: 3 clusters Score -8410275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8410275.000000 Penalty: 5319.504883
	Iteration 58F: 3 clusters Score -8410275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -119550.570312 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -119550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117819.843750 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -117819.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118252.726562 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -118252.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118399.625000 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -118399.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118472.320312 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -118472.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118546.125000 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -118546.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118631.429688 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -118631.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118702.851562 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -118702.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118731.437500 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -118731.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118760.992188 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -118761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118779.562500 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -118779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -118790.125000 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -118790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118803.742188 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -118803.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118811.359375 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -118811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118815.289062 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -118815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118822.109375 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -118822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -118838.523438 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -118838.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118846.156250 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -118846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -118854.210938 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -118854.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118863.664062 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -118863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118876.226562 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -118876.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118895.359375 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -118895.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118913.312500 Penalty: 3301.736328
	Iteration 21Q: 3 clusters Score -118913.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118929.164062 Penalty: 3301.736328
	Iteration 22Q: 3 clusters Score -118929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118948.992188 Penalty: 3301.736328
	Iteration 23Q: 3 clusters Score -118949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -118958.890625 Penalty: 3301.736328
	Iteration 24Q: 3 clusters Score -118958.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118962.593750 Penalty: 3301.736328
	Iteration 25Q: 3 clusters Score -118962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118964.687500 Penalty: 3301.736328
	Iteration 26Q: 3 clusters Score -118964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118968.164062 Penalty: 3301.736328
	Iteration 27Q: 3 clusters Score -118968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118971.828125 Penalty: 3301.736328
	Iteration 28Q: 3 clusters Score -118971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118974.000000 Penalty: 3301.736328
	Iteration 29Q: 3 clusters Score -118974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118974.000000 Penalty: 3301.736328
	Iteration 30F: 3 clusters Score -118974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -161476.921875 Penalty: 1710.630859
	Iteration 0F: 2 clusters Score -161476.9 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 478 members 
Entering Unmasked Estep 
Score: -159573.531250 Penalty: 3421.261719
	Iteration 0F: 3 clusters Score -159573.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -159889.687500 Penalty: 3421.261719
	Iteration 1F: 3 clusters Score -159889.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -160040.484375 Penalty: 3421.261719
	Iteration 2F: 3 clusters Score -160040.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -160129.468750 Penalty: 3421.261719
	Iteration 3Q: 3 clusters Score -160129.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -160241.546875 Penalty: 3421.261719
	Iteration 4Q: 3 clusters Score -160241.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -160348.968750 Penalty: 3421.261719
	Iteration 5Q: 3 clusters Score -160349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -160418.875000 Penalty: 3421.261719
	Iteration 6Q: 3 clusters Score -160418.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -160489.187500 Penalty: 3421.261719
	Iteration 7Q: 3 clusters Score -160489.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -160568.812500 Penalty: 3421.261719
	Iteration 8Q: 3 clusters Score -160568.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -160642.984375 Penalty: 3421.261719
	Iteration 9Q: 3 clusters Score -160643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160698.593750 Penalty: 3421.261719
	Iteration 10Q: 3 clusters Score -160698.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -160726.765625 Penalty: 3421.261719
	Iteration 11Q: 3 clusters Score -160726.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -160764.968750 Penalty: 3421.261719
	Iteration 12Q: 3 clusters Score -160765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160804.390625 Penalty: 3421.261719
	Iteration 13Q: 3 clusters Score -160804.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -160829.421875 Penalty: 3421.261719
	Iteration 14Q: 3 clusters Score -160829.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -160865.609375 Penalty: 3421.261719
	Iteration 15Q: 3 clusters Score -160865.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -160911.375000 Penalty: 3421.261719
	Iteration 16Q: 3 clusters Score -160911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -160924.640625 Penalty: 3421.261719
	Iteration 17Q: 3 clusters Score -160924.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -160933.156250 Penalty: 3421.261719
	Iteration 18Q: 3 clusters Score -160933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -160947.968750 Penalty: 3421.261719
	Iteration 19Q: 3 clusters Score -160948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -160959.953125 Penalty: 3421.261719
	Iteration 20F: 3 clusters Score -160960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -160962.531250 Penalty: 3421.261719
	Iteration 21Q: 3 clusters Score -160962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160964.218750 Penalty: 3421.261719
	Iteration 22Q: 3 clusters Score -160964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160971.703125 Penalty: 3421.261719
	Iteration 23Q: 3 clusters Score -160971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160974.093750 Penalty: 3421.261719
	Iteration 24Q: 3 clusters Score -160974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160974.093750 Penalty: 3421.261719
	Iteration 25F: 3 clusters Score -160974.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -65267.609375 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -65267.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -64051.941406 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -64051.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -64171.816406 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -64171.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -64181.433594 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -64181.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -64186.773438 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -64186.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -64187.273438 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -64187.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -64191.453125 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -64191.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -64191.867188 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -64191.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -64192.378906 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -64192.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -64197.851562 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -64197.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -64204.296875 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -64204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -64214.164062 Penalty: 2834.011475
	Iteration 10Q: 3 clusters Score -64214.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -64227.843750 Penalty: 2834.011475
	Iteration 11Q: 3 clusters Score -64227.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -64245.097656 Penalty: 2834.011475
	Iteration 12Q: 3 clusters Score -64245.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -64271.226562 Penalty: 2834.011475
	Iteration 13Q: 3 clusters Score -64271.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64293.644531 Penalty: 2834.011475
	Iteration 14Q: 3 clusters Score -64293.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64311.750000 Penalty: 2834.011475
	Iteration 15Q: 3 clusters Score -64311.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -64321.750000 Penalty: 2834.011475
	Iteration 16Q: 3 clusters Score -64321.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64328.558594 Penalty: 2834.011475
	Iteration 17Q: 3 clusters Score -64328.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64329.992188 Penalty: 2834.011475
	Iteration 18Q: 3 clusters Score -64329.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -64330.785156 Penalty: 2834.011475
	Iteration 19Q: 3 clusters Score -64330.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64343.281250 Penalty: 2834.011475
	Iteration 20F: 3 clusters Score -64343.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64353.250000 Penalty: 2834.011475
	Iteration 21Q: 3 clusters Score -64353.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64353.250000 Penalty: 2834.011475
	Iteration 22F: 3 clusters Score -64353.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50121 members 
Mstep: Class 4 contains 54337 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 41378 members 
Mstep: Class 7 contains 42147 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45424 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30717 members 
Mstep: Class 13 contains 43537 members 
Mstep: Class 14 contains 42641 members 
Mstep: Class 15 contains 45914 members 
Mstep: Class 16 contains 43913 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45598 members 
Mstep: Class 19 contains 45470 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698712.000000 Penalty: 72451.218750
Iteration 479Q: 23 clusters Score -1.066987e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50109 members 
Mstep: Class 4 contains 54357 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 41395 members 
Mstep: Class 7 contains 42168 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45435 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30724 members 
Mstep: Class 13 contains 43530 members 
Mstep: Class 14 contains 42626 members 
Mstep: Class 15 contains 45885 members 
Mstep: Class 16 contains 43898 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45586 members 
Mstep: Class 19 contains 45499 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698600.000000 Penalty: 72451.218750
Iteration 480F: 23 clusters Score -1.066986e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50096 members 
Mstep: Class 4 contains 54384 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41398 members 
Mstep: Class 7 contains 42200 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45424 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30724 members 
Mstep: Class 13 contains 43526 members 
Mstep: Class 14 contains 42611 members 
Mstep: Class 15 contains 45881 members 
Mstep: Class 16 contains 43902 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45574 members 
Mstep: Class 19 contains 45504 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698600.000000 Penalty: 72451.218750
Iteration 481Q: 23 clusters Score -1.066986e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50108 members 
Mstep: Class 4 contains 54412 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41400 members 
Mstep: Class 7 contains 42210 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45446 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30735 members 
Mstep: Class 13 contains 43497 members 
Mstep: Class 14 contains 42586 members 
Mstep: Class 15 contains 45883 members 
Mstep: Class 16 contains 43912 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45565 members 
Mstep: Class 19 contains 45485 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698632.000000 Penalty: 72451.218750
Iteration 482Q: 23 clusters Score -1.066986e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50091 members 
Mstep: Class 4 contains 54431 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41394 members 
Mstep: Class 7 contains 42232 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45450 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30745 members 
Mstep: Class 13 contains 43523 members 
Mstep: Class 14 contains 42576 members 
Mstep: Class 15 contains 45855 members 
Mstep: Class 16 contains 43913 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45552 members 
Mstep: Class 19 contains 45499 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698664.000000 Penalty: 72451.218750
Iteration 483Q: 23 clusters Score -1.066987e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50095 members 
Mstep: Class 4 contains 54465 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41400 members 
Mstep: Class 7 contains 42240 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45462 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30749 members 
Mstep: Class 13 contains 43522 members 
Mstep: Class 14 contains 42556 members 
Mstep: Class 15 contains 45816 members 
Mstep: Class 16 contains 43923 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45547 members 
Mstep: Class 19 contains 45503 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698728.000000 Penalty: 72451.218750
Iteration 484Q: 23 clusters Score -1.066987e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50096 members 
Mstep: Class 4 contains 54480 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41404 members 
Mstep: Class 7 contains 42240 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45479 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30757 members 
Mstep: Class 13 contains 43521 members 
Mstep: Class 14 contains 42537 members 
Mstep: Class 15 contains 45789 members 
Mstep: Class 16 contains 43903 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45566 members 
Mstep: Class 19 contains 45521 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698576.000000 Penalty: 72451.218750
Iteration 485Q: 23 clusters Score -1.066986e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50087 members 
Mstep: Class 4 contains 54480 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41413 members 
Mstep: Class 7 contains 42246 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45499 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30763 members 
Mstep: Class 13 contains 43529 members 
Mstep: Class 14 contains 42522 members 
Mstep: Class 15 contains 45752 members 
Mstep: Class 16 contains 43898 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45566 members 
Mstep: Class 19 contains 45559 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698736.000000 Penalty: 72451.218750
Iteration 486Q: 23 clusters Score -1.066987e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50068 members 
Mstep: Class 4 contains 54454 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41420 members 
Mstep: Class 7 contains 42270 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45533 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30773 members 
Mstep: Class 13 contains 43534 members 
Mstep: Class 14 contains 42516 members 
Mstep: Class 15 contains 45750 members 
Mstep: Class 16 contains 43871 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45551 members 
Mstep: Class 19 contains 45593 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698848.000000 Penalty: 72451.218750
Iteration 487Q: 23 clusters Score -1.066988e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50050 members 
Mstep: Class 4 contains 54439 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41434 members 
Mstep: Class 7 contains 42274 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45571 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30777 members 
Mstep: Class 13 contains 43537 members 
Mstep: Class 14 contains 42515 members 
Mstep: Class 15 contains 45751 members 
Mstep: Class 16 contains 43847 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45534 members 
Mstep: Class 19 contains 45620 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698808.000000 Penalty: 72451.218750
Iteration 488Q: 23 clusters Score -1.066988e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 50022 members 
Mstep: Class 4 contains 54439 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41433 members 
Mstep: Class 7 contains 42285 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45578 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30780 members 
Mstep: Class 13 contains 43563 members 
Mstep: Class 14 contains 42522 members 
Mstep: Class 15 contains 45746 members 
Mstep: Class 16 contains 43842 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45528 members 
Mstep: Class 19 contains 45623 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698952.000000 Penalty: 72451.218750
Iteration 489Q: 23 clusters Score -1.06699e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49994 members 
Mstep: Class 4 contains 54459 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41442 members 
Mstep: Class 7 contains 42301 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45560 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30785 members 
Mstep: Class 13 contains 43605 members 
Mstep: Class 14 contains 42520 members 
Mstep: Class 15 contains 45751 members 
Mstep: Class 16 contains 43825 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45509 members 
Mstep: Class 19 contains 45611 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699024.000000 Penalty: 72451.218750
Iteration 490Q: 23 clusters Score -1.06699e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49975 members 
Mstep: Class 4 contains 54460 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41448 members 
Mstep: Class 7 contains 42319 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45544 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30787 members 
Mstep: Class 13 contains 43614 members 
Mstep: Class 14 contains 42516 members 
Mstep: Class 15 contains 45755 members 
Mstep: Class 16 contains 43818 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45508 members 
Mstep: Class 19 contains 45607 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699240.000000 Penalty: 72451.218750
Iteration 491Q: 23 clusters Score -1.066992e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49966 members 
Mstep: Class 4 contains 54459 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41446 members 
Mstep: Class 7 contains 42320 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45558 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30786 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 42516 members 
Mstep: Class 15 contains 45763 members 
Mstep: Class 16 contains 43798 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45511 members 
Mstep: Class 19 contains 45597 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699192.000000 Penalty: 72451.218750
Iteration 492Q: 23 clusters Score -1.066992e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49964 members 
Mstep: Class 4 contains 54476 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41447 members 
Mstep: Class 7 contains 42337 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45575 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30787 members 
Mstep: Class 13 contains 43641 members 
Mstep: Class 14 contains 42511 members 
Mstep: Class 15 contains 45744 members 
Mstep: Class 16 contains 43780 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45506 members 
Mstep: Class 19 contains 45579 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699120.000000 Penalty: 72451.218750
Iteration 493Q: 23 clusters Score -1.066991e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49966 members 
Mstep: Class 4 contains 54487 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41456 members 
Mstep: Class 7 contains 42348 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45580 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30788 members 
Mstep: Class 13 contains 43649 members 
Mstep: Class 14 contains 42501 members 
Mstep: Class 15 contains 45714 members 
Mstep: Class 16 contains 43766 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45503 members 
Mstep: Class 19 contains 45572 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699192.000000 Penalty: 72451.218750
Iteration 494Q: 23 clusters Score -1.066992e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49957 members 
Mstep: Class 4 contains 54472 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41463 members 
Mstep: Class 7 contains 42361 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45573 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30788 members 
Mstep: Class 13 contains 43685 members 
Mstep: Class 14 contains 42495 members 
Mstep: Class 15 contains 45693 members 
Mstep: Class 16 contains 43763 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45492 members 
Mstep: Class 19 contains 45580 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699280.000000 Penalty: 72451.218750
Iteration 495Q: 23 clusters Score -1.066993e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49943 members 
Mstep: Class 4 contains 54463 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 41466 members 
Mstep: Class 7 contains 42370 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45591 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30787 members 
Mstep: Class 13 contains 43699 members 
Mstep: Class 14 contains 42491 members 
Mstep: Class 15 contains 45682 members 
Mstep: Class 16 contains 43760 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45490 members 
Mstep: Class 19 contains 45588 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699320.000000 Penalty: 72451.218750
Iteration 496Q: 23 clusters Score -1.066993e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49942 members 
Mstep: Class 4 contains 54454 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41484 members 
Mstep: Class 7 contains 42380 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 45597 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30785 members 
Mstep: Class 13 contains 43697 members 
Mstep: Class 14 contains 42481 members 
Mstep: Class 15 contains 45707 members 
Mstep: Class 16 contains 43753 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45485 members 
Mstep: Class 19 contains 45573 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699280.000000 Penalty: 72451.218750
Iteration 497Q: 23 clusters Score -1.066993e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49921 members 
Mstep: Class 4 contains 54450 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41483 members 
Mstep: Class 7 contains 42383 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 45611 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30786 members 
Mstep: Class 13 contains 43714 members 
Mstep: Class 14 contains 42472 members 
Mstep: Class 15 contains 45720 members 
Mstep: Class 16 contains 43738 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45479 members 
Mstep: Class 19 contains 45574 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699104.000000 Penalty: 72451.218750
Iteration 498Q: 23 clusters Score -1.066991e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49904 members 
Mstep: Class 4 contains 54420 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 41474 members 
Mstep: Class 7 contains 42400 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 45616 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30788 members 
Mstep: Class 13 contains 43756 members 
Mstep: Class 14 contains 42474 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 43732 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45472 members 
Mstep: Class 19 contains 45570 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699240.000000 Penalty: 72451.218750
Iteration 499Q: 23 clusters Score -1.066992e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 49880 members 
Mstep: Class 4 contains 54413 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 41480 members 
Mstep: Class 7 contains 42398 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 45607 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 30790 members 
Mstep: Class 13 contains 43790 members 
Mstep: Class 14 contains 42474 members 
Mstep: Class 15 contains 45758 members 
Mstep: Class 16 contains 43720 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 45455 members 
Mstep: Class 19 contains 45579 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699232.000000 Penalty: 72451.218750
Iteration 500F: 23 clusters Score -1.066992e+08 nChanged 709
Maximum iterations exceeded
--- Evaluating fit on full set of 1754678 points ---
Entering Unmasked Estep 
Score: -321371648.000000 Penalty: 78445.257812
22->23 Clusters: Score -321371648.000000, best is -322551680.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 584892 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 26244 members 
Mstep: Class 3 contains 26477 members 
Mstep: Class 4 contains 26643 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 26446 members 
Mstep: Class 7 contains 26398 members 
Mstep: Class 8 contains 26698 members 
Mstep: Class 9 contains 26539 members 
Mstep: Class 10 contains 26696 members 
Mstep: Class 11 contains 26602 members 
Mstep: Class 12 contains 26688 members 
Mstep: Class 13 contains 26804 members 
Mstep: Class 14 contains 26780 members 
Mstep: Class 15 contains 26719 members 
Mstep: Class 16 contains 26400 members 
Mstep: Class 17 contains 26345 members 
Mstep: Class 18 contains 26718 members 
Mstep: Class 19 contains 27035 members 
Mstep: Class 20 contains 26579 members 
Mstep: Class 21 contains 26677 members 
Mstep: Class 22 contains 26489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1694.592529 but Gain 3293.234375
Score: -101508280.000000 Penalty: 69157.984375
Iteration 0F: 22 clusters Score -1.015083e+08 nChanged 558054
Entering Unmasked Mstep 
Mstep: Class 0 contains 1580 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 230989 members 
Mstep: Class 3 contains 28541 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 64067 members 
Mstep: Class 6 contains 56290 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 9 contains 11207 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 11822 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 18634 members 
Mstep: Class 15 contains 3310 members 
Mstep: Class 16 contains 7599 members 
Mstep: Class 17 contains 12986 members 
Mstep: Class 18 contains 14854 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 30369 members 
Mstep: Class 21 contains 51022 members 
Mstep: Class 22 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 772.661499 but Gain 3293.242188
Score: -105375432.000000 Penalty: 65864.742188
Iteration 1F: 21 clusters Score -1.053754e+08 nChanged 211433
Entering Unmasked Mstep 
Mstep: Class 0 contains 1261 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 198435 members 
Mstep: Class 3 contains 25014 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 87011 members 
Mstep: Class 6 contains 106439 members 
Mstep: Class 7 contains 1137 members 
Mstep: Class 9 contains 8676 members 
Mstep: Class 10 contains 1892 members 
Mstep: Class 11 contains 3438 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 20566 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 8389 members 
Mstep: Class 17 contains 10402 members 
Mstep: Class 18 contains 5250 members 
Mstep: Class 20 contains 17036 members 
Mstep: Class 21 contains 75178 members 
Mstep: Class 22 contains 2345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1336.060181 but Gain 3293.234375
Score: -105925456.000000 Penalty: 62571.507812
Iteration 2F: 20 clusters Score -1.059255e+08 nChanged 164337
Entering Unmasked Mstep 
Mstep: Class 0 contains 640 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 151566 members 
Mstep: Class 3 contains 23412 members 
Mstep: Class 4 contains 744 members 
Mstep: Class 5 contains 102856 members 
Mstep: Class 6 contains 107198 members 
Mstep: Class 9 contains 7266 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 4745 members 
Mstep: Class 12 contains 837 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 22892 members 
Mstep: Class 15 contains 1201 members 
Mstep: Class 16 contains 7822 members 
Mstep: Class 17 contains 8025 members 
Mstep: Class 18 contains 4984 members 
Mstep: Class 20 contains 16045 members 
Mstep: Class 21 contains 109512 members 
Mstep: Class 22 contains 3856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -105921216.000000 Penalty: 62571.507812
Iteration 3F: 20 clusters Score -1.059212e+08 nChanged 136349
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 121488 members 
Mstep: Class 3 contains 30843 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 106952 members 
Mstep: Class 6 contains 101193 members 
Mstep: Class 9 contains 8159 members 
Mstep: Class 10 contains 2049 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 3866 members 
Mstep: Class 14 contains 35828 members 
Mstep: Class 15 contains 1582 members 
Mstep: Class 16 contains 10042 members 
Mstep: Class 17 contains 8578 members 
Mstep: Class 18 contains 5447 members 
Mstep: Class 20 contains 21077 members 
Mstep: Class 21 contains 109305 members 
Mstep: Class 22 contains 5556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106044968.000000 Penalty: 62571.507812
Iteration 4F: 20 clusters Score -1.06045e+08 nChanged 113370
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 100285 members 
Mstep: Class 3 contains 43131 members 
Mstep: Class 4 contains 787 members 
Mstep: Class 5 contains 93698 members 
Mstep: Class 6 contains 100015 members 
Mstep: Class 9 contains 9319 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 62414 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 16 contains 13390 members 
Mstep: Class 17 contains 9867 members 
Mstep: Class 18 contains 5085 members 
Mstep: Class 20 contains 28849 members 
Mstep: Class 21 contains 91539 members 
Mstep: Class 22 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106222320.000000 Penalty: 62571.507812
Iteration 5F: 20 clusters Score -1.062223e+08 nChanged 108231
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 87923 members 
Mstep: Class 3 contains 55781 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 84983 members 
Mstep: Class 6 contains 78896 members 
Mstep: Class 9 contains 8810 members 
Mstep: Class 10 contains 1751 members 
Mstep: Class 11 contains 3796 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 13 contains 4111 members 
Mstep: Class 14 contains 95805 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 15502 members 
Mstep: Class 17 contains 10167 members 
Mstep: Class 18 contains 4297 members 
Mstep: Class 20 contains 35923 members 
Mstep: Class 21 contains 80295 members 
Mstep: Class 22 contains 6405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106291208.000000 Penalty: 62571.507812
Iteration 6F: 20 clusters Score -1.062912e+08 nChanged 129468
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 81868 members 
Mstep: Class 3 contains 72662 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 84837 members 
Mstep: Class 6 contains 77726 members 
Mstep: Class 9 contains 7601 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 93941 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 17571 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 20 contains 42173 members 
Mstep: Class 21 contains 68147 members 
Mstep: Class 22 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106336008.000000 Penalty: 62571.507812
Iteration 7F: 20 clusters Score -1.06336e+08 nChanged 88884
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 73332 members 
Mstep: Class 3 contains 93199 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 81848 members 
Mstep: Class 6 contains 71123 members 
Mstep: Class 9 contains 6517 members 
Mstep: Class 10 contains 1618 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 14 contains 89206 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 16 contains 20844 members 
Mstep: Class 17 contains 9981 members 
Mstep: Class 18 contains 2961 members 
Mstep: Class 20 contains 49483 members 
Mstep: Class 21 contains 63077 members 
Mstep: Class 22 contains 5806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106363344.000000 Penalty: 62571.507812
Iteration 8F: 20 clusters Score -1.063633e+08 nChanged 101185
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 66631 members 
Mstep: Class 3 contains 111155 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 70855 members 
Mstep: Class 6 contains 63339 members 
Mstep: Class 9 contains 5916 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 4041 members 
Mstep: Class 14 contains 86976 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 26603 members 
Mstep: Class 17 contains 11364 members 
Mstep: Class 18 contains 2513 members 
Mstep: Class 20 contains 59549 members 
Mstep: Class 21 contains 58179 members 
Mstep: Class 22 contains 5417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2931.701172 but Gain 3293.238281
Score: -106364888.000000 Penalty: 59278.269531
Iteration 9F: 19 clusters Score -1.063649e+08 nChanged 88561
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 2 contains 62265 members 
Mstep: Class 3 contains 88674 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 77782 members 
Mstep: Class 6 contains 60187 members 
Mstep: Class 9 contains 5828 members 
Mstep: Class 10 contains 1492 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 13 contains 4141 members 
Mstep: Class 14 contains 88951 members 
Mstep: Class 15 contains 2154 members 
Mstep: Class 16 contains 35889 members 
Mstep: Class 17 contains 13772 members 
Mstep: Class 18 contains 2291 members 
Mstep: Class 20 contains 72193 members 
Mstep: Class 21 contains 58816 members 
Mstep: Class 22 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106430632.000000 Penalty: 59278.269531
Iteration 10F: 19 clusters Score -1.064306e+08 nChanged 70240
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 57179 members 
Mstep: Class 3 contains 94008 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 68769 members 
Mstep: Class 6 contains 55342 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 1429 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 4342 members 
Mstep: Class 14 contains 85810 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 45301 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 2151 members 
Mstep: Class 20 contains 80352 members 
Mstep: Class 21 contains 56334 members 
Mstep: Class 22 contains 5351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106458096.000000 Penalty: 59278.269531
Iteration 11F: 19 clusters Score -1.064581e+08 nChanged 61665
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 2 contains 53337 members 
Mstep: Class 3 contains 85557 members 
Mstep: Class 4 contains 890 members 
Mstep: Class 5 contains 67278 members 
Mstep: Class 6 contains 51664 members 
Mstep: Class 9 contains 5090 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 3039 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 4710 members 
Mstep: Class 14 contains 83275 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 57608 members 
Mstep: Class 17 contains 18673 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 20 contains 87895 members 
Mstep: Class 21 contains 53733 members 
Mstep: Class 22 contains 5694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106484672.000000 Penalty: 59278.269531
Iteration 12F: 19 clusters Score -1.064847e+08 nChanged 63976
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 2 contains 50293 members 
Mstep: Class 3 contains 82614 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 59511 members 
Mstep: Class 6 contains 47889 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 80416 members 
Mstep: Class 15 contains 2114 members 
Mstep: Class 16 contains 70670 members 
Mstep: Class 17 contains 21792 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 20 contains 96898 members 
Mstep: Class 21 contains 48486 members 
Mstep: Class 22 contains 6208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106481144.000000 Penalty: 59278.269531
Iteration 13F: 19 clusters Score -1.064811e+08 nChanged 57866
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 2 contains 49775 members 
Mstep: Class 3 contains 77100 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 55703 members 
Mstep: Class 6 contains 46618 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 6103 members 
Mstep: Class 14 contains 76615 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 78644 members 
Mstep: Class 17 contains 26002 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 20 contains 101190 members 
Mstep: Class 21 contains 45308 members 
Mstep: Class 22 contains 7268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106485392.000000 Penalty: 59278.269531
Iteration 14F: 19 clusters Score -1.064854e+08 nChanged 45882
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 49604 members 
Mstep: Class 3 contains 74143 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 54341 members 
Mstep: Class 6 contains 46604 members 
Mstep: Class 9 contains 4960 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 2587 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 73904 members 
Mstep: Class 15 contains 2005 members 
Mstep: Class 16 contains 81799 members 
Mstep: Class 17 contains 31243 members 
Mstep: Class 18 contains 1747 members 
Mstep: Class 20 contains 99039 members 
Mstep: Class 21 contains 44328 members 
Mstep: Class 22 contains 8618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106499984.000000 Penalty: 59278.269531
Iteration 15F: 19 clusters Score -1.065e+08 nChanged 36598
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 2 contains 49887 members 
Mstep: Class 3 contains 71634 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 53533 members 
Mstep: Class 6 contains 47165 members 
Mstep: Class 9 contains 5123 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 832 members 
Mstep: Class 13 contains 7771 members 
Mstep: Class 14 contains 71659 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 81436 members 
Mstep: Class 17 contains 37204 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 20 contains 96041 members 
Mstep: Class 21 contains 44633 members 
Mstep: Class 22 contains 9901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106514016.000000 Penalty: 59278.269531
Iteration 16F: 19 clusters Score -1.06514e+08 nChanged 31898
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 50126 members 
Mstep: Class 3 contains 69613 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 53095 members 
Mstep: Class 6 contains 47546 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 1062 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 8528 members 
Mstep: Class 14 contains 69108 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 78975 members 
Mstep: Class 17 contains 44283 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 20 contains 93278 members 
Mstep: Class 21 contains 45423 members 
Mstep: Class 22 contains 11111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106529952.000000 Penalty: 59278.269531
Iteration 17F: 19 clusters Score -1.0653e+08 nChanged 30090
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 50251 members 
Mstep: Class 3 contains 67823 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 51792 members 
Mstep: Class 6 contains 47119 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 795 members 
Mstep: Class 13 contains 9261 members 
Mstep: Class 14 contains 66411 members 
Mstep: Class 15 contains 1872 members 
Mstep: Class 16 contains 75984 members 
Mstep: Class 17 contains 52743 members 
Mstep: Class 18 contains 1294 members 
Mstep: Class 20 contains 91779 members 
Mstep: Class 21 contains 45774 members 
Mstep: Class 22 contains 12126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106539224.000000 Penalty: 59278.269531
Iteration 18F: 19 clusters Score -1.065392e+08 nChanged 30017
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 2 contains 50567 members 
Mstep: Class 3 contains 65775 members 
Mstep: Class 4 contains 884 members 
Mstep: Class 5 contains 49659 members 
Mstep: Class 6 contains 46361 members 
Mstep: Class 9 contains 6361 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 9943 members 
Mstep: Class 14 contains 64206 members 
Mstep: Class 15 contains 1818 members 
Mstep: Class 16 contains 73541 members 
Mstep: Class 17 contains 60881 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 20 contains 91249 members 
Mstep: Class 21 contains 45513 members 
Mstep: Class 22 contains 13026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106541792.000000 Penalty: 59278.269531
Iteration 19F: 19 clusters Score -1.065418e+08 nChanged 26886
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 2 contains 51348 members 
Mstep: Class 3 contains 64179 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 49330 members 
Mstep: Class 6 contains 46379 members 
Mstep: Class 9 contains 7223 members 
Mstep: Class 10 contains 885 members 
Mstep: Class 11 contains 2078 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 10594 members 
Mstep: Class 14 contains 62270 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 71870 members 
Mstep: Class 17 contains 64245 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 20 contains 90375 members 
Mstep: Class 21 contains 45586 members 
Mstep: Class 22 contains 13830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106544776.000000 Penalty: 59278.269531
Iteration 20F: 19 clusters Score -1.065448e+08 nChanged 23069
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 52194 members 
Mstep: Class 3 contains 63541 members 
Mstep: Class 4 contains 884 members 
Mstep: Class 5 contains 50426 members 
Mstep: Class 6 contains 46982 members 
Mstep: Class 9 contains 8297 members 
Mstep: Class 10 contains 857 members 
Mstep: Class 11 contains 2095 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 11189 members 
Mstep: Class 14 contains 60396 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 70476 members 
Mstep: Class 17 contains 63404 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 20 contains 89232 members 
Mstep: Class 21 contains 46547 members 
Mstep: Class 22 contains 14609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106547288.000000 Penalty: 59278.269531
Iteration 21Q: 19 clusters Score -1.065473e+08 nChanged 20534
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 53065 members 
Mstep: Class 3 contains 63236 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 51464 members 
Mstep: Class 6 contains 47796 members 
Mstep: Class 9 contains 9570 members 
Mstep: Class 10 contains 834 members 
Mstep: Class 11 contains 2123 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 11726 members 
Mstep: Class 14 contains 58450 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 69237 members 
Mstep: Class 17 contains 61296 members 
Mstep: Class 18 contains 1186 members 
Mstep: Class 20 contains 88359 members 
Mstep: Class 21 contains 47802 members 
Mstep: Class 22 contains 15354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106551408.000000 Penalty: 59278.269531
Iteration 22Q: 19 clusters Score -1.065514e+08 nChanged 19254
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 53878 members 
Mstep: Class 3 contains 63224 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 52332 members 
Mstep: Class 6 contains 48309 members 
Mstep: Class 9 contains 11116 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 12205 members 
Mstep: Class 14 contains 56614 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 68096 members 
Mstep: Class 17 contains 59217 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 20 contains 87494 members 
Mstep: Class 21 contains 48867 members 
Mstep: Class 22 contains 16042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106554656.000000 Penalty: 59278.269531
Iteration 23Q: 19 clusters Score -1.065547e+08 nChanged 18049
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 54600 members 
Mstep: Class 3 contains 63371 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 52841 members 
Mstep: Class 6 contains 48579 members 
Mstep: Class 9 contains 12941 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 12631 members 
Mstep: Class 14 contains 54996 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 67103 members 
Mstep: Class 17 contains 57184 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 20 contains 86802 members 
Mstep: Class 21 contains 49721 members 
Mstep: Class 22 contains 16653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106557760.000000 Penalty: 59278.269531
Iteration 24Q: 19 clusters Score -1.065578e+08 nChanged 17004
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 55196 members 
Mstep: Class 3 contains 63364 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 52852 members 
Mstep: Class 6 contains 48873 members 
Mstep: Class 9 contains 15118 members 
Mstep: Class 10 contains 781 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 12991 members 
Mstep: Class 14 contains 53749 members 
Mstep: Class 15 contains 1632 members 
Mstep: Class 16 contains 66165 members 
Mstep: Class 17 contains 55331 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 20 contains 86365 members 
Mstep: Class 21 contains 50250 members 
Mstep: Class 22 contains 17178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106561048.000000 Penalty: 59278.269531
Iteration 25Q: 19 clusters Score -1.06561e+08 nChanged 15996
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 55716 members 
Mstep: Class 3 contains 63118 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 52785 members 
Mstep: Class 6 contains 49063 members 
Mstep: Class 9 contains 17534 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 743 members 
Mstep: Class 13 contains 13314 members 
Mstep: Class 14 contains 52760 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 65378 members 
Mstep: Class 17 contains 53826 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 20 contains 85703 members 
Mstep: Class 21 contains 50554 members 
Mstep: Class 22 contains 17685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106564344.000000 Penalty: 59278.269531
Iteration 26Q: 19 clusters Score -1.065643e+08 nChanged 15475
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 55945 members 
Mstep: Class 3 contains 62729 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 52553 members 
Mstep: Class 6 contains 49307 members 
Mstep: Class 9 contains 20175 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2146 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 13566 members 
Mstep: Class 14 contains 52025 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 64690 members 
Mstep: Class 17 contains 52537 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 20 contains 85047 members 
Mstep: Class 21 contains 50729 members 
Mstep: Class 22 contains 18132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106567408.000000 Penalty: 59278.269531
Iteration 27Q: 19 clusters Score -1.065674e+08 nChanged 15456
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 56096 members 
Mstep: Class 3 contains 62147 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 52244 members 
Mstep: Class 6 contains 49541 members 
Mstep: Class 9 contains 23264 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 13824 members 
Mstep: Class 14 contains 51381 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 64012 members 
Mstep: Class 17 contains 51302 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 20 contains 84293 members 
Mstep: Class 21 contains 50778 members 
Mstep: Class 22 contains 18537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106570816.000000 Penalty: 59278.269531
Iteration 28Q: 19 clusters Score -1.065708e+08 nChanged 15544
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 56112 members 
Mstep: Class 3 contains 61608 members 
Mstep: Class 4 contains 886 members 
Mstep: Class 5 contains 51943 members 
Mstep: Class 6 contains 49664 members 
Mstep: Class 9 contains 26823 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2146 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 14079 members 
Mstep: Class 14 contains 50626 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 63199 members 
Mstep: Class 17 contains 50329 members 
Mstep: Class 18 contains 1248 members 
Mstep: Class 20 contains 83515 members 
Mstep: Class 21 contains 50652 members 
Mstep: Class 22 contains 18861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106575376.000000 Penalty: 59278.269531
Iteration 29Q: 19 clusters Score -1.065754e+08 nChanged 15096
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 55963 members 
Mstep: Class 3 contains 60967 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 51574 members 
Mstep: Class 6 contains 49776 members 
Mstep: Class 9 contains 30841 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 14290 members 
Mstep: Class 14 contains 49809 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 62289 members 
Mstep: Class 17 contains 49543 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 20 contains 82730 members 
Mstep: Class 21 contains 50481 members 
Mstep: Class 22 contains 19138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106579840.000000 Penalty: 59278.269531
Iteration 30Q: 19 clusters Score -1.065798e+08 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 55665 members 
Mstep: Class 3 contains 60291 members 
Mstep: Class 4 contains 884 members 
Mstep: Class 5 contains 51086 members 
Mstep: Class 6 contains 49774 members 
Mstep: Class 9 contains 35263 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 14456 members 
Mstep: Class 14 contains 49079 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 61211 members 
Mstep: Class 17 contains 48909 members 
Mstep: Class 18 contains 1278 members 
Mstep: Class 20 contains 82135 members 
Mstep: Class 21 contains 50130 members 
Mstep: Class 22 contains 19388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106583608.000000 Penalty: 59278.269531
Iteration 31Q: 19 clusters Score -1.065836e+08 nChanged 14476
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 55261 members 
Mstep: Class 3 contains 59670 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 50701 members 
Mstep: Class 6 contains 49716 members 
Mstep: Class 9 contains 40139 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 14623 members 
Mstep: Class 14 contains 48349 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 60092 members 
Mstep: Class 17 contains 48334 members 
Mstep: Class 18 contains 1299 members 
Mstep: Class 20 contains 81240 members 
Mstep: Class 21 contains 49620 members 
Mstep: Class 22 contains 19625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106588768.000000 Penalty: 59278.269531
Iteration 32Q: 19 clusters Score -1.065888e+08 nChanged 14080
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 54737 members 
Mstep: Class 3 contains 59130 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 50331 members 
Mstep: Class 6 contains 49550 members 
Mstep: Class 9 contains 45273 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 14781 members 
Mstep: Class 14 contains 47657 members 
Mstep: Class 15 contains 1611 members 
Mstep: Class 16 contains 58856 members 
Mstep: Class 17 contains 47957 members 
Mstep: Class 18 contains 1312 members 
Mstep: Class 20 contains 80254 members 
Mstep: Class 21 contains 49033 members 
Mstep: Class 22 contains 19799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106592344.000000 Penalty: 59278.269531
Iteration 33Q: 19 clusters Score -1.065923e+08 nChanged 15686
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 54174 members 
Mstep: Class 3 contains 58656 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 49351 members 
Mstep: Class 9 contains 51066 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2146 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 14944 members 
Mstep: Class 14 contains 47112 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 57725 members 
Mstep: Class 17 contains 47351 members 
Mstep: Class 18 contains 1322 members 
Mstep: Class 20 contains 79742 members 
Mstep: Class 21 contains 47439 members 
Mstep: Class 22 contains 19930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106592512.000000 Penalty: 59278.269531
Iteration 34Q: 19 clusters Score -1.065925e+08 nChanged 16740
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 53713 members 
Mstep: Class 3 contains 58334 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 49777 members 
Mstep: Class 6 contains 49276 members 
Mstep: Class 9 contains 54803 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 15117 members 
Mstep: Class 14 contains 47043 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 56766 members 
Mstep: Class 17 contains 46933 members 
Mstep: Class 18 contains 1329 members 
Mstep: Class 20 contains 79635 members 
Mstep: Class 21 contains 45850 members 
Mstep: Class 22 contains 20090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106590584.000000 Penalty: 59278.269531
Iteration 35Q: 19 clusters Score -1.065906e+08 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 53777 members 
Mstep: Class 3 contains 58137 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 50064 members 
Mstep: Class 6 contains 49369 members 
Mstep: Class 9 contains 54896 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 15276 members 
Mstep: Class 14 contains 47195 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 56085 members 
Mstep: Class 17 contains 47137 members 
Mstep: Class 18 contains 1333 members 
Mstep: Class 20 contains 79356 members 
Mstep: Class 21 contains 45711 members 
Mstep: Class 22 contains 20327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106590936.000000 Penalty: 59278.269531
Iteration 36Q: 19 clusters Score -1.065909e+08 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 54036 members 
Mstep: Class 3 contains 58027 members 
Mstep: Class 4 contains 890 members 
Mstep: Class 5 contains 50353 members 
Mstep: Class 6 contains 49497 members 
Mstep: Class 9 contains 53861 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 15460 members 
Mstep: Class 14 contains 47488 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 55646 members 
Mstep: Class 17 contains 47327 members 
Mstep: Class 18 contains 1342 members 
Mstep: Class 20 contains 79034 members 
Mstep: Class 21 contains 46061 members 
Mstep: Class 22 contains 20527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106591584.000000 Penalty: 59278.269531
Iteration 37Q: 19 clusters Score -1.065916e+08 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 54254 members 
Mstep: Class 3 contains 57937 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 50473 members 
Mstep: Class 6 contains 49580 members 
Mstep: Class 9 contains 52876 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 15613 members 
Mstep: Class 14 contains 47740 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 55304 members 
Mstep: Class 17 contains 47482 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 20 contains 78820 members 
Mstep: Class 21 contains 46508 members 
Mstep: Class 22 contains 20715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106592144.000000 Penalty: 59278.269531
Iteration 38Q: 19 clusters Score -1.065921e+08 nChanged 8189
Entering ConstructFrom: 
Score: -106592144.000000 Penalty: 59278.269531
Entering ConstructFrom: 
Trying to split cluster 2 (54403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Entering Unmasked Estep 
Score: -10297238.000000 Penalty: 2704.235352
	Iteration 0F: 2 clusters Score -1.029724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -10272376.000000 Penalty: 5408.470703
	Iteration 0F: 3 clusters Score -1.027238e+07 nChanged 25293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -10286684.000000 Penalty: 5408.470703
	Iteration 1F: 3 clusters Score -1.028668e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -10287296.000000 Penalty: 5408.470703
	Iteration 2Q: 3 clusters Score -1.02873e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -10287950.000000 Penalty: 5408.470703
	Iteration 3Q: 3 clusters Score -1.028795e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -10288730.000000 Penalty: 5408.470703
	Iteration 4Q: 3 clusters Score -1.028873e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -10289728.000000 Penalty: 5408.470703
	Iteration 5Q: 3 clusters Score -1.028973e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -10290909.000000 Penalty: 5408.470703
	Iteration 6F: 3 clusters Score -1.029091e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -10292324.000000 Penalty: 5408.470703
	Iteration 7F: 3 clusters Score -1.029232e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -10293733.000000 Penalty: 5408.470703
	Iteration 8F: 3 clusters Score -1.029373e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -10295337.000000 Penalty: 5408.470703
	Iteration 9F: 3 clusters Score -1.029534e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -10296982.000000 Penalty: 5408.470703
	Iteration 10Q: 3 clusters Score -1.029698e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -10297790.000000 Penalty: 5408.470703
	Iteration 11Q: 3 clusters Score -1.029779e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -10298086.000000 Penalty: 5408.470703
	Iteration 12Q: 3 clusters Score -1.029809e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -10297525.000000 Penalty: 5408.470703
	Iteration 13Q: 3 clusters Score -1.029752e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -10296740.000000 Penalty: 5408.470703
	Iteration 14Q: 3 clusters Score -1.029674e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -10296120.000000 Penalty: 5408.470703
	Iteration 15Q: 3 clusters Score -1.029612e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -10295697.000000 Penalty: 5408.470703
	Iteration 16Q: 3 clusters Score -1.02957e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -10295449.000000 Penalty: 5408.470703
	Iteration 17Q: 3 clusters Score -1.029545e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10295357.000000 Penalty: 5408.470703
	Iteration 18Q: 3 clusters Score -1.029536e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10295235.000000 Penalty: 5408.470703
	Iteration 19Q: 3 clusters Score -1.029524e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10295231.000000 Penalty: 5408.470703
	Iteration 20F: 3 clusters Score -1.029523e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10295238.000000 Penalty: 5408.470703
	Iteration 21Q: 3 clusters Score -1.029524e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10295225.000000 Penalty: 5408.470703
	Iteration 22Q: 3 clusters Score -1.029522e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10295219.000000 Penalty: 5408.470703
	Iteration 23Q: 3 clusters Score -1.029522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10295231.000000 Penalty: 5408.470703
	Iteration 24Q: 3 clusters Score -1.029523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10295246.000000 Penalty: 5408.470703
	Iteration 25Q: 3 clusters Score -1.029525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10295247.000000 Penalty: 5408.470703
	Iteration 26Q: 3 clusters Score -1.029525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10295254.000000 Penalty: 5408.470703
	Iteration 27Q: 3 clusters Score -1.029525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10295270.000000 Penalty: 5408.470703
	Iteration 28Q: 3 clusters Score -1.029527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10295261.000000 Penalty: 5408.470703
	Iteration 29Q: 3 clusters Score -1.029526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10295276.000000 Penalty: 5408.470703
	Iteration 30Q: 3 clusters Score -1.029528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10295276.000000 Penalty: 5408.470703
	Iteration 31Q: 3 clusters Score -1.029528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10295281.000000 Penalty: 5408.470703
	Iteration 32Q: 3 clusters Score -1.029528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10295281.000000 Penalty: 5408.470703
	Iteration 33Q: 3 clusters Score -1.029528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10295278.000000 Penalty: 5408.470703
	Iteration 34Q: 3 clusters Score -1.029528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10295278.000000 Penalty: 5408.470703
	Iteration 35F: 3 clusters Score -1.029528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Entering Unmasked Estep 
Score: -10746175.000000 Penalty: 2719.573730
	Iteration 0F: 2 clusters Score -1.074618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -10718487.000000 Penalty: 5439.147461
	Iteration 0F: 3 clusters Score -1.071849e+07 nChanged 26823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -10733553.000000 Penalty: 5439.147461
	Iteration 1F: 3 clusters Score -1.073355e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -10734291.000000 Penalty: 5439.147461
	Iteration 2Q: 3 clusters Score -1.073429e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -10735286.000000 Penalty: 5439.147461
	Iteration 3Q: 3 clusters Score -1.073529e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -10736474.000000 Penalty: 5439.147461
	Iteration 4Q: 3 clusters Score -1.073647e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -10737975.000000 Penalty: 5439.147461
	Iteration 5Q: 3 clusters Score -1.073798e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -10739809.000000 Penalty: 5439.147461
	Iteration 6F: 3 clusters Score -1.073981e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -10742097.000000 Penalty: 5439.147461
	Iteration 7F: 3 clusters Score -1.07421e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -10744768.000000 Penalty: 5439.147461
	Iteration 8F: 3 clusters Score -1.074477e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -10747457.000000 Penalty: 5439.147461
	Iteration 9F: 3 clusters Score -1.074746e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -10748982.000000 Penalty: 5439.147461
	Iteration 10Q: 3 clusters Score -1.074898e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -10749608.000000 Penalty: 5439.147461
	Iteration 11Q: 3 clusters Score -1.074961e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -10749895.000000 Penalty: 5439.147461
	Iteration 12Q: 3 clusters Score -1.07499e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -10750161.000000 Penalty: 5439.147461
	Iteration 13Q: 3 clusters Score -1.075016e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -10750352.000000 Penalty: 5439.147461
	Iteration 14Q: 3 clusters Score -1.075035e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -10750489.000000 Penalty: 5439.147461
	Iteration 15Q: 3 clusters Score -1.075049e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -10750540.000000 Penalty: 5439.147461
	Iteration 16Q: 3 clusters Score -1.075054e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -10750592.000000 Penalty: 5439.147461
	Iteration 17Q: 3 clusters Score -1.075059e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -10750674.000000 Penalty: 5439.147461
	Iteration 18Q: 3 clusters Score -1.075067e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -10750756.000000 Penalty: 5439.147461
	Iteration 19Q: 3 clusters Score -1.075076e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -10750814.000000 Penalty: 5439.147461
	Iteration 20F: 3 clusters Score -1.075081e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -10750840.000000 Penalty: 5439.147461
	Iteration 21Q: 3 clusters Score -1.075084e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -10750926.000000 Penalty: 5439.147461
	Iteration 22Q: 3 clusters Score -1.075093e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -10750957.000000 Penalty: 5439.147461
	Iteration 23Q: 3 clusters Score -1.075096e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -10751040.000000 Penalty: 5439.147461
	Iteration 24Q: 3 clusters Score -1.075104e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -10751121.000000 Penalty: 5439.147461
	Iteration 25Q: 3 clusters Score -1.075112e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -10751190.000000 Penalty: 5439.147461
	Iteration 26Q: 3 clusters Score -1.075119e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -10751233.000000 Penalty: 5439.147461
	Iteration 27Q: 3 clusters Score -1.075123e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -10751296.000000 Penalty: 5439.147461
	Iteration 28Q: 3 clusters Score -1.07513e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -10751202.000000 Penalty: 5439.147461
	Iteration 29Q: 3 clusters Score -1.07512e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -10751017.000000 Penalty: 5439.147461
	Iteration 30Q: 3 clusters Score -1.075102e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -10750798.000000 Penalty: 5439.147461
	Iteration 31Q: 3 clusters Score -1.07508e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -10750443.000000 Penalty: 5439.147461
	Iteration 32Q: 3 clusters Score -1.075044e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -10750015.000000 Penalty: 5439.147461
	Iteration 33Q: 3 clusters Score -1.075002e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -10749514.000000 Penalty: 5439.147461
	Iteration 34Q: 3 clusters Score -1.074951e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -10748976.000000 Penalty: 5439.147461
	Iteration 35Q: 3 clusters Score -1.074898e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -10748563.000000 Penalty: 5439.147461
	Iteration 36Q: 3 clusters Score -1.074856e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -10748116.000000 Penalty: 5439.147461
	Iteration 37Q: 3 clusters Score -1.074812e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -10747725.000000 Penalty: 5439.147461
	Iteration 38Q: 3 clusters Score -1.074772e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -10747491.000000 Penalty: 5439.147461
	Iteration 39Q: 3 clusters Score -1.074749e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -10747471.000000 Penalty: 5439.147461
	Iteration 40F: 3 clusters Score -1.074747e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -10747140.000000 Penalty: 5439.147461
	Iteration 41Q: 3 clusters Score -1.074714e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -10746846.000000 Penalty: 5439.147461
	Iteration 42Q: 3 clusters Score -1.074685e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -10746582.000000 Penalty: 5439.147461
	Iteration 43Q: 3 clusters Score -1.074658e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -10746411.000000 Penalty: 5439.147461
	Iteration 44Q: 3 clusters Score -1.074641e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -10746312.000000 Penalty: 5439.147461
	Iteration 45Q: 3 clusters Score -1.074631e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -10746236.000000 Penalty: 5439.147461
	Iteration 46Q: 3 clusters Score -1.074624e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -10746112.000000 Penalty: 5439.147461
	Iteration 47Q: 3 clusters Score -1.074611e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -10746029.000000 Penalty: 5439.147461
	Iteration 48Q: 3 clusters Score -1.074603e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -10745984.000000 Penalty: 5439.147461
	Iteration 49Q: 3 clusters Score -1.074598e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -10745952.000000 Penalty: 5439.147461
	Iteration 50Q: 3 clusters Score -1.074595e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -10745931.000000 Penalty: 5439.147461
	Iteration 51Q: 3 clusters Score -1.074593e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -10745912.000000 Penalty: 5439.147461
	Iteration 52Q: 3 clusters Score -1.074591e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -10745885.000000 Penalty: 5439.147461
	Iteration 53Q: 3 clusters Score -1.074588e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -10745839.000000 Penalty: 5439.147461
	Iteration 54Q: 3 clusters Score -1.074584e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -10745824.000000 Penalty: 5439.147461
	Iteration 55Q: 3 clusters Score -1.074582e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -10745827.000000 Penalty: 5439.147461
	Iteration 56Q: 3 clusters Score -1.074583e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -10745821.000000 Penalty: 5439.147461
	Iteration 57Q: 3 clusters Score -1.074582e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -10745788.000000 Penalty: 5439.147461
	Iteration 58Q: 3 clusters Score -1.074579e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -10745798.000000 Penalty: 5439.147461
	Iteration 59Q: 3 clusters Score -1.07458e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -10745809.000000 Penalty: 5439.147461
	Iteration 60F: 3 clusters Score -1.074581e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -10745803.000000 Penalty: 5439.147461
	Iteration 61Q: 3 clusters Score -1.07458e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -10745809.000000 Penalty: 5439.147461
	Iteration 62Q: 3 clusters Score -1.074581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -10745806.000000 Penalty: 5439.147461
	Iteration 63Q: 3 clusters Score -1.074581e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -10745797.000000 Penalty: 5439.147461
	Iteration 64Q: 3 clusters Score -1.07458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -10745781.000000 Penalty: 5439.147461
	Iteration 65Q: 3 clusters Score -1.074578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -10745777.000000 Penalty: 5439.147461
	Iteration 66Q: 3 clusters Score -1.074578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -10745765.000000 Penalty: 5439.147461
	Iteration 67Q: 3 clusters Score -1.074576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -10745763.000000 Penalty: 5439.147461
	Iteration 68Q: 3 clusters Score -1.074576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -10745758.000000 Penalty: 5439.147461
	Iteration 69Q: 3 clusters Score -1.074576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -10745755.000000 Penalty: 5439.147461
	Iteration 70Q: 3 clusters Score -1.074576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -10745763.000000 Penalty: 5439.147461
	Iteration 71Q: 3 clusters Score -1.074576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -10745761.000000 Penalty: 5439.147461
	Iteration 72Q: 3 clusters Score -1.074576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -10745753.000000 Penalty: 5439.147461
	Iteration 73Q: 3 clusters Score -1.074575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -10745745.000000 Penalty: 5439.147461
	Iteration 74Q: 3 clusters Score -1.074574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -10745736.000000 Penalty: 5439.147461
	Iteration 75Q: 3 clusters Score -1.074574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -10745731.000000 Penalty: 5439.147461
	Iteration 76Q: 3 clusters Score -1.074573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -10745733.000000 Penalty: 5439.147461
	Iteration 77Q: 3 clusters Score -1.074573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -10745722.000000 Penalty: 5439.147461
	Iteration 78Q: 3 clusters Score -1.074572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -10745737.000000 Penalty: 5439.147461
	Iteration 79Q: 3 clusters Score -1.074574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -10745737.000000 Penalty: 5439.147461
	Iteration 80F: 3 clusters Score -1.074574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -10745736.000000 Penalty: 5439.147461
	Iteration 81Q: 3 clusters Score -1.074574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -10745730.000000 Penalty: 5439.147461
	Iteration 82Q: 3 clusters Score -1.074573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -10745708.000000 Penalty: 5439.147461
	Iteration 83Q: 3 clusters Score -1.074571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -10745711.000000 Penalty: 5439.147461
	Iteration 84Q: 3 clusters Score -1.074571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -10745716.000000 Penalty: 5439.147461
	Iteration 85Q: 3 clusters Score -1.074572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -10745722.000000 Penalty: 5439.147461
	Iteration 86Q: 3 clusters Score -1.074572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -10745717.000000 Penalty: 5439.147461
	Iteration 87Q: 3 clusters Score -1.074572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -10745718.000000 Penalty: 5439.147461
	Iteration 88Q: 3 clusters Score -1.074572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -10745715.000000 Penalty: 5439.147461
	Iteration 89Q: 3 clusters Score -1.074572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -10745716.000000 Penalty: 5439.147461
	Iteration 90Q: 3 clusters Score -1.074572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -10745723.000000 Penalty: 5439.147461
	Iteration 91Q: 3 clusters Score -1.074572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -10745722.000000 Penalty: 5439.147461
	Iteration 92Q: 3 clusters Score -1.074572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -10745730.000000 Penalty: 5439.147461
	Iteration 93Q: 3 clusters Score -1.074573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -10745725.000000 Penalty: 5439.147461
	Iteration 94Q: 3 clusters Score -1.074572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -10745721.000000 Penalty: 5439.147461
	Iteration 95Q: 3 clusters Score -1.074572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -10745720.000000 Penalty: 5439.147461
	Iteration 96Q: 3 clusters Score -1.074572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -10745712.000000 Penalty: 5439.147461
	Iteration 97Q: 3 clusters Score -1.074571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -10745711.000000 Penalty: 5439.147461
	Iteration 98Q: 3 clusters Score -1.074571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -10745711.000000 Penalty: 5439.147461
	Iteration 99F: 3 clusters Score -1.074571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -155130.078125 Penalty: 1685.057495
	Iteration 0F: 2 clusters Score -155130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -153268.625000 Penalty: 3370.114990
	Iteration 0F: 3 clusters Score -153268.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -153663.031250 Penalty: 3370.114990
	Iteration 1F: 3 clusters Score -153663 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -153861.296875 Penalty: 3370.114990
	Iteration 2F: 3 clusters Score -153861.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -154029.125000 Penalty: 3370.114990
	Iteration 3F: 3 clusters Score -154029.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -154121.406250 Penalty: 3370.114990
	Iteration 4F: 3 clusters Score -154121.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -154199.250000 Penalty: 3370.114990
	Iteration 5Q: 3 clusters Score -154199.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -154300.109375 Penalty: 3370.114990
	Iteration 6Q: 3 clusters Score -154300.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -154410.984375 Penalty: 3370.114990
	Iteration 7Q: 3 clusters Score -154411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -154532.328125 Penalty: 3370.114990
	Iteration 8Q: 3 clusters Score -154532.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -154669.468750 Penalty: 3370.114990
	Iteration 9Q: 3 clusters Score -154669.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -154770.218750 Penalty: 3370.114990
	Iteration 10Q: 3 clusters Score -154770.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -154799.796875 Penalty: 3370.114990
	Iteration 11Q: 3 clusters Score -154799.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -154868.546875 Penalty: 3370.114990
	Iteration 12Q: 3 clusters Score -154868.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -154939.296875 Penalty: 3370.114990
	Iteration 13Q: 3 clusters Score -154939.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -154979.234375 Penalty: 3370.114990
	Iteration 14Q: 3 clusters Score -154979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -154984.281250 Penalty: 3370.114990
	Iteration 15Q: 3 clusters Score -154984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -154984.859375 Penalty: 3370.114990
	Iteration 16Q: 3 clusters Score -154984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -154989.390625 Penalty: 3370.114990
	Iteration 17F: 3 clusters Score -154989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -154992.125000 Penalty: 3370.114990
	Iteration 18Q: 3 clusters Score -154992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -154992.859375 Penalty: 3370.114990
	Iteration 19Q: 3 clusters Score -154992.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -154992.859375 Penalty: 3370.114990
	Iteration 20F: 3 clusters Score -154992.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Entering Unmasked Estep 
Score: -9330555.000000 Penalty: 2686.155518
	Iteration 0F: 2 clusters Score -9330555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -9301771.000000 Penalty: 5372.311035
	Iteration 0F: 3 clusters Score -9301771 nChanged 23383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -9314820.000000 Penalty: 5372.311035
	Iteration 1F: 3 clusters Score -9314820 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -9315314.000000 Penalty: 5372.311035
	Iteration 2Q: 3 clusters Score -9315314 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -9315767.000000 Penalty: 5372.311035
	Iteration 3Q: 3 clusters Score -9315767 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -9316296.000000 Penalty: 5372.311035
	Iteration 4Q: 3 clusters Score -9316296 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -9316952.000000 Penalty: 5372.311035
	Iteration 5Q: 3 clusters Score -9316952 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -9317842.000000 Penalty: 5372.311035
	Iteration 6Q: 3 clusters Score -9317842 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -9318886.000000 Penalty: 5372.311035
	Iteration 7Q: 3 clusters Score -9318886 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -9320161.000000 Penalty: 5372.311035
	Iteration 8Q: 3 clusters Score -9320161 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -9321715.000000 Penalty: 5372.311035
	Iteration 9Q: 3 clusters Score -9321715 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -9323413.000000 Penalty: 5372.311035
	Iteration 10Q: 3 clusters Score -9323413 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -9324945.000000 Penalty: 5372.311035
	Iteration 11Q: 3 clusters Score -9324945 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -9326362.000000 Penalty: 5372.311035
	Iteration 12Q: 3 clusters Score -9326362 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -9327496.000000 Penalty: 5372.311035
	Iteration 13Q: 3 clusters Score -9327496 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -9328267.000000 Penalty: 5372.311035
	Iteration 14Q: 3 clusters Score -9328267 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -9328849.000000 Penalty: 5372.311035
	Iteration 15Q: 3 clusters Score -9328849 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -9329223.000000 Penalty: 5372.311035
	Iteration 16Q: 3 clusters Score -9329223 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -9329396.000000 Penalty: 5372.311035
	Iteration 17Q: 3 clusters Score -9329396 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -9329455.000000 Penalty: 5372.311035
	Iteration 18Q: 3 clusters Score -9329455 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -9329469.000000 Penalty: 5372.311035
	Iteration 19Q: 3 clusters Score -9329469 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -9329476.000000 Penalty: 5372.311035
	Iteration 20F: 3 clusters Score -9329476 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -9329458.000000 Penalty: 5372.311035
	Iteration 21Q: 3 clusters Score -9329458 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -9329469.000000 Penalty: 5372.311035
	Iteration 22Q: 3 clusters Score -9329469 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -9329462.000000 Penalty: 5372.311035
	Iteration 23Q: 3 clusters Score -9329462 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -9329468.000000 Penalty: 5372.311035
	Iteration 24Q: 3 clusters Score -9329468 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -9329453.000000 Penalty: 5372.311035
	Iteration 25Q: 3 clusters Score -9329453 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -9329473.000000 Penalty: 5372.311035
	Iteration 26Q: 3 clusters Score -9329473 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -9329454.000000 Penalty: 5372.311035
	Iteration 27Q: 3 clusters Score -9329454 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -9329467.000000 Penalty: 5372.311035
	Iteration 28Q: 3 clusters Score -9329467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -9329442.000000 Penalty: 5372.311035
	Iteration 29Q: 3 clusters Score -9329442 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -9329435.000000 Penalty: 5372.311035
	Iteration 30Q: 3 clusters Score -9329435 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -9329428.000000 Penalty: 5372.311035
	Iteration 31Q: 3 clusters Score -9329428 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -9329419.000000 Penalty: 5372.311035
	Iteration 32Q: 3 clusters Score -9329419 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -9329439.000000 Penalty: 5372.311035
	Iteration 33Q: 3 clusters Score -9329439 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -9329408.000000 Penalty: 5372.311035
	Iteration 34Q: 3 clusters Score -9329408 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -9329401.000000 Penalty: 5372.311035
	Iteration 35Q: 3 clusters Score -9329401 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -9329397.000000 Penalty: 5372.311035
	Iteration 36Q: 3 clusters Score -9329397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -9329393.000000 Penalty: 5372.311035
	Iteration 37Q: 3 clusters Score -9329393 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -9329360.000000 Penalty: 5372.311035
	Iteration 38Q: 3 clusters Score -9329360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -9329363.000000 Penalty: 5372.311035
	Iteration 39Q: 3 clusters Score -9329363 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -9329378.000000 Penalty: 5372.311035
	Iteration 40F: 3 clusters Score -9329378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -9329359.000000 Penalty: 5372.311035
	Iteration 41Q: 3 clusters Score -9329359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -9329359.000000 Penalty: 5372.311035
	Iteration 42Q: 3 clusters Score -9329359 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -9329366.000000 Penalty: 5372.311035
	Iteration 43Q: 3 clusters Score -9329366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -9329353.000000 Penalty: 5372.311035
	Iteration 44Q: 3 clusters Score -9329353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -9329349.000000 Penalty: 5372.311035
	Iteration 45Q: 3 clusters Score -9329349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -9329338.000000 Penalty: 5372.311035
	Iteration 46Q: 3 clusters Score -9329338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -9329322.000000 Penalty: 5372.311035
	Iteration 47Q: 3 clusters Score -9329322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -9329300.000000 Penalty: 5372.311035
	Iteration 48Q: 3 clusters Score -9329300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -9329287.000000 Penalty: 5372.311035
	Iteration 49Q: 3 clusters Score -9329287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -9329304.000000 Penalty: 5372.311035
	Iteration 50Q: 3 clusters Score -9329304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -9329307.000000 Penalty: 5372.311035
	Iteration 51Q: 3 clusters Score -9329307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -9329312.000000 Penalty: 5372.311035
	Iteration 52Q: 3 clusters Score -9329312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -9329323.000000 Penalty: 5372.311035
	Iteration 53Q: 3 clusters Score -9329323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -9329320.000000 Penalty: 5372.311035
	Iteration 54Q: 3 clusters Score -9329320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -9329307.000000 Penalty: 5372.311035
	Iteration 55Q: 3 clusters Score -9329307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -9329305.000000 Penalty: 5372.311035
	Iteration 56Q: 3 clusters Score -9329305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -9329323.000000 Penalty: 5372.311035
	Iteration 57Q: 3 clusters Score -9329323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -9329333.000000 Penalty: 5372.311035
	Iteration 58Q: 3 clusters Score -9329333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -9329326.000000 Penalty: 5372.311035
	Iteration 59Q: 3 clusters Score -9329326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -9329326.000000 Penalty: 5372.311035
	Iteration 60F: 3 clusters Score -9329326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -9329333.000000 Penalty: 5372.311035
	Iteration 61Q: 3 clusters Score -9329333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -9329343.000000 Penalty: 5372.311035
	Iteration 62Q: 3 clusters Score -9329343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -9329340.000000 Penalty: 5372.311035
	Iteration 63Q: 3 clusters Score -9329340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -9329342.000000 Penalty: 5372.311035
	Iteration 64Q: 3 clusters Score -9329342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -9329348.000000 Penalty: 5372.311035
	Iteration 65Q: 3 clusters Score -9329348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -9329343.000000 Penalty: 5372.311035
	Iteration 66Q: 3 clusters Score -9329343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -9329336.000000 Penalty: 5372.311035
	Iteration 67Q: 3 clusters Score -9329336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -9329337.000000 Penalty: 5372.311035
	Iteration 68Q: 3 clusters Score -9329337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -9329328.000000 Penalty: 5372.311035
	Iteration 69Q: 3 clusters Score -9329328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -9329331.000000 Penalty: 5372.311035
	Iteration 70Q: 3 clusters Score -9329331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -9329325.000000 Penalty: 5372.311035
	Iteration 71Q: 3 clusters Score -9329325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -9329322.000000 Penalty: 5372.311035
	Iteration 72Q: 3 clusters Score -9329322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -9329334.000000 Penalty: 5372.311035
	Iteration 73Q: 3 clusters Score -9329334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -9329318.000000 Penalty: 5372.311035
	Iteration 74Q: 3 clusters Score -9329318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -9329328.000000 Penalty: 5372.311035
	Iteration 75Q: 3 clusters Score -9329328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -9329324.000000 Penalty: 5372.311035
	Iteration 76Q: 3 clusters Score -9329324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -9329324.000000 Penalty: 5372.311035
	Iteration 77Q: 3 clusters Score -9329324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -9329321.000000 Penalty: 5372.311035
	Iteration 78Q: 3 clusters Score -9329321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -9329320.000000 Penalty: 5372.311035
	Iteration 79Q: 3 clusters Score -9329320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -9329318.000000 Penalty: 5372.311035
	Iteration 80F: 3 clusters Score -9329318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -9329328.000000 Penalty: 5372.311035
	Iteration 81Q: 3 clusters Score -9329328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -9329326.000000 Penalty: 5372.311035
	Iteration 82Q: 3 clusters Score -9329326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -9329331.000000 Penalty: 5372.311035
	Iteration 83Q: 3 clusters Score -9329331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -9329357.000000 Penalty: 5372.311035
	Iteration 84Q: 3 clusters Score -9329357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -9329354.000000 Penalty: 5372.311035
	Iteration 85Q: 3 clusters Score -9329354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -9329366.000000 Penalty: 5372.311035
	Iteration 86Q: 3 clusters Score -9329366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -9329372.000000 Penalty: 5372.311035
	Iteration 87Q: 3 clusters Score -9329372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -9329390.000000 Penalty: 5372.311035
	Iteration 88Q: 3 clusters Score -9329390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -9329389.000000 Penalty: 5372.311035
	Iteration 89Q: 3 clusters Score -9329389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -9329388.000000 Penalty: 5372.311035
	Iteration 90Q: 3 clusters Score -9329388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -9329401.000000 Penalty: 5372.311035
	Iteration 91Q: 3 clusters Score -9329401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -9329409.000000 Penalty: 5372.311035
	Iteration 92Q: 3 clusters Score -9329409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -9329409.000000 Penalty: 5372.311035
	Iteration 93Q: 3 clusters Score -9329409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -9329401.000000 Penalty: 5372.311035
	Iteration 94Q: 3 clusters Score -9329401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -9329388.000000 Penalty: 5372.311035
	Iteration 95Q: 3 clusters Score -9329388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -9329393.000000 Penalty: 5372.311035
	Iteration 96Q: 3 clusters Score -9329393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -9329391.000000 Penalty: 5372.311035
	Iteration 97Q: 3 clusters Score -9329391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -9329377.000000 Penalty: 5372.311035
	Iteration 98Q: 3 clusters Score -9329377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -9329371.000000 Penalty: 5372.311035
	Iteration 99Q: 3 clusters Score -9329371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -9329385.000000 Penalty: 5372.311035
	Iteration 100F: 3 clusters Score -9329385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -9329380.000000 Penalty: 5372.311035
	Iteration 101Q: 3 clusters Score -9329380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -9329370.000000 Penalty: 5372.311035
	Iteration 102Q: 3 clusters Score -9329370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -9329377.000000 Penalty: 5372.311035
	Iteration 103Q: 3 clusters Score -9329377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -9329380.000000 Penalty: 5372.311035
	Iteration 104Q: 3 clusters Score -9329380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -9329395.000000 Penalty: 5372.311035
	Iteration 105Q: 3 clusters Score -9329395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -9329401.000000 Penalty: 5372.311035
	Iteration 106Q: 3 clusters Score -9329401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -9329399.000000 Penalty: 5372.311035
	Iteration 107Q: 3 clusters Score -9329399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -9329399.000000 Penalty: 5372.311035
	Iteration 108Q: 3 clusters Score -9329399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -9329397.000000 Penalty: 5372.311035
	Iteration 109Q: 3 clusters Score -9329397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -9329395.000000 Penalty: 5372.311035
	Iteration 110Q: 3 clusters Score -9329395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -9329402.000000 Penalty: 5372.311035
	Iteration 111Q: 3 clusters Score -9329402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -9329388.000000 Penalty: 5372.311035
	Iteration 112Q: 3 clusters Score -9329388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -9329388.000000 Penalty: 5372.311035
	Iteration 113Q: 3 clusters Score -9329388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -9329394.000000 Penalty: 5372.311035
	Iteration 114Q: 3 clusters Score -9329394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -9329393.000000 Penalty: 5372.311035
	Iteration 115Q: 3 clusters Score -9329393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -9329396.000000 Penalty: 5372.311035
	Iteration 116Q: 3 clusters Score -9329396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -9329380.000000 Penalty: 5372.311035
	Iteration 117Q: 3 clusters Score -9329380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -9329374.000000 Penalty: 5372.311035
	Iteration 118Q: 3 clusters Score -9329374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -9329384.000000 Penalty: 5372.311035
	Iteration 119Q: 3 clusters Score -9329384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9329394.000000 Penalty: 5372.311035
	Iteration 120F: 3 clusters Score -9329394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -9329394.000000 Penalty: 5372.311035
	Iteration 121Q: 3 clusters Score -9329394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -9329398.000000 Penalty: 5372.311035
	Iteration 122Q: 3 clusters Score -9329398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -9329405.000000 Penalty: 5372.311035
	Iteration 123Q: 3 clusters Score -9329405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -9329401.000000 Penalty: 5372.311035
	Iteration 124Q: 3 clusters Score -9329401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -9329403.000000 Penalty: 5372.311035
	Iteration 125Q: 3 clusters Score -9329403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -9329398.000000 Penalty: 5372.311035
	Iteration 126Q: 3 clusters Score -9329398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -9329391.000000 Penalty: 5372.311035
	Iteration 127Q: 3 clusters Score -9329391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -9329387.000000 Penalty: 5372.311035
	Iteration 128Q: 3 clusters Score -9329387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -9329392.000000 Penalty: 5372.311035
	Iteration 129Q: 3 clusters Score -9329392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -9329398.000000 Penalty: 5372.311035
	Iteration 130Q: 3 clusters Score -9329398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -9329396.000000 Penalty: 5372.311035
	Iteration 131Q: 3 clusters Score -9329396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -9329390.000000 Penalty: 5372.311035
	Iteration 132Q: 3 clusters Score -9329390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -9329397.000000 Penalty: 5372.311035
	Iteration 133Q: 3 clusters Score -9329397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -9329388.000000 Penalty: 5372.311035
	Iteration 134Q: 3 clusters Score -9329388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -9329388.000000 Penalty: 5372.311035
	Iteration 135F: 3 clusters Score -9329388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Entering Unmasked Estep 
Score: -9230065.000000 Penalty: 2681.917236
	Iteration 0F: 2 clusters Score -9230065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -9201674.000000 Penalty: 5363.834473
	Iteration 0F: 3 clusters Score -9201674 nChanged 22853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -9214489.000000 Penalty: 5363.834473
	Iteration 1F: 3 clusters Score -9214489 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -9215293.000000 Penalty: 5363.834473
	Iteration 2Q: 3 clusters Score -9215293 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -9216148.000000 Penalty: 5363.834473
	Iteration 3Q: 3 clusters Score -9216148 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -9217244.000000 Penalty: 5363.834473
	Iteration 4Q: 3 clusters Score -9217244 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -9218692.000000 Penalty: 5363.834473
	Iteration 5F: 3 clusters Score -9218692 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -9220706.000000 Penalty: 5363.834473
	Iteration 6F: 3 clusters Score -9220706 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -9223287.000000 Penalty: 5363.834473
	Iteration 7F: 3 clusters Score -9223287 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -9226168.000000 Penalty: 5363.834473
	Iteration 8F: 3 clusters Score -9226168 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -9228373.000000 Penalty: 5363.834473
	Iteration 9F: 3 clusters Score -9228373 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -9229261.000000 Penalty: 5363.834473
	Iteration 10Q: 3 clusters Score -9229261 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -9229556.000000 Penalty: 5363.834473
	Iteration 11Q: 3 clusters Score -9229556 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -9229726.000000 Penalty: 5363.834473
	Iteration 12Q: 3 clusters Score -9229726 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -9229858.000000 Penalty: 5363.834473
	Iteration 13Q: 3 clusters Score -9229858 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -9229929.000000 Penalty: 5363.834473
	Iteration 14Q: 3 clusters Score -9229929 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -9229953.000000 Penalty: 5363.834473
	Iteration 15Q: 3 clusters Score -9229953 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -9230003.000000 Penalty: 5363.834473
	Iteration 16Q: 3 clusters Score -9230003 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -9230046.000000 Penalty: 5363.834473
	Iteration 17Q: 3 clusters Score -9230046 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -9230087.000000 Penalty: 5363.834473
	Iteration 18Q: 3 clusters Score -9230087 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -9230094.000000 Penalty: 5363.834473
	Iteration 19Q: 3 clusters Score -9230094 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -9230110.000000 Penalty: 5363.834473
	Iteration 20F: 3 clusters Score -9230110 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -9230122.000000 Penalty: 5363.834473
	Iteration 21Q: 3 clusters Score -9230122 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -9230129.000000 Penalty: 5363.834473
	Iteration 22Q: 3 clusters Score -9230129 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -9230160.000000 Penalty: 5363.834473
	Iteration 23Q: 3 clusters Score -9230160 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -9230183.000000 Penalty: 5363.834473
	Iteration 24Q: 3 clusters Score -9230183 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -9230192.000000 Penalty: 5363.834473
	Iteration 25Q: 3 clusters Score -9230192 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -9230202.000000 Penalty: 5363.834473
	Iteration 26Q: 3 clusters Score -9230202 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -9230204.000000 Penalty: 5363.834473
	Iteration 27Q: 3 clusters Score -9230204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -9230220.000000 Penalty: 5363.834473
	Iteration 28Q: 3 clusters Score -9230220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -9230244.000000 Penalty: 5363.834473
	Iteration 29Q: 3 clusters Score -9230244 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -9230257.000000 Penalty: 5363.834473
	Iteration 30Q: 3 clusters Score -9230257 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -9230259.000000 Penalty: 5363.834473
	Iteration 31Q: 3 clusters Score -9230259 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -9230274.000000 Penalty: 5363.834473
	Iteration 32Q: 3 clusters Score -9230274 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -9230293.000000 Penalty: 5363.834473
	Iteration 33Q: 3 clusters Score -9230293 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -9230304.000000 Penalty: 5363.834473
	Iteration 34Q: 3 clusters Score -9230304 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -9230315.000000 Penalty: 5363.834473
	Iteration 35Q: 3 clusters Score -9230315 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -9230327.000000 Penalty: 5363.834473
	Iteration 36Q: 3 clusters Score -9230327 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -9230349.000000 Penalty: 5363.834473
	Iteration 37Q: 3 clusters Score -9230349 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -9230362.000000 Penalty: 5363.834473
	Iteration 38Q: 3 clusters Score -9230362 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -9230386.000000 Penalty: 5363.834473
	Iteration 39Q: 3 clusters Score -9230386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -9230418.000000 Penalty: 5363.834473
	Iteration 40F: 3 clusters Score -9230418 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -9230423.000000 Penalty: 5363.834473
	Iteration 41Q: 3 clusters Score -9230423 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -9230440.000000 Penalty: 5363.834473
	Iteration 42Q: 3 clusters Score -9230440 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -9230471.000000 Penalty: 5363.834473
	Iteration 43Q: 3 clusters Score -9230471 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -9230465.000000 Penalty: 5363.834473
	Iteration 44Q: 3 clusters Score -9230465 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -9230470.000000 Penalty: 5363.834473
	Iteration 45Q: 3 clusters Score -9230470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -9230472.000000 Penalty: 5363.834473
	Iteration 46Q: 3 clusters Score -9230472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -9230486.000000 Penalty: 5363.834473
	Iteration 47Q: 3 clusters Score -9230486 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -9230500.000000 Penalty: 5363.834473
	Iteration 48Q: 3 clusters Score -9230500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -9230506.000000 Penalty: 5363.834473
	Iteration 49Q: 3 clusters Score -9230506 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -9230518.000000 Penalty: 5363.834473
	Iteration 50Q: 3 clusters Score -9230518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -9230519.000000 Penalty: 5363.834473
	Iteration 51Q: 3 clusters Score -9230519 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -9230536.000000 Penalty: 5363.834473
	Iteration 52Q: 3 clusters Score -9230536 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -9230538.000000 Penalty: 5363.834473
	Iteration 53Q: 3 clusters Score -9230538 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -9230559.000000 Penalty: 5363.834473
	Iteration 54Q: 3 clusters Score -9230559 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -9230587.000000 Penalty: 5363.834473
	Iteration 55Q: 3 clusters Score -9230587 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -9230592.000000 Penalty: 5363.834473
	Iteration 56Q: 3 clusters Score -9230592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -9230592.000000 Penalty: 5363.834473
	Iteration 57Q: 3 clusters Score -9230592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -9230607.000000 Penalty: 5363.834473
	Iteration 58Q: 3 clusters Score -9230607 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -9230626.000000 Penalty: 5363.834473
	Iteration 59Q: 3 clusters Score -9230626 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -9230630.000000 Penalty: 5363.834473
	Iteration 60F: 3 clusters Score -9230630 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -9230639.000000 Penalty: 5363.834473
	Iteration 61Q: 3 clusters Score -9230639 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -9230648.000000 Penalty: 5363.834473
	Iteration 62Q: 3 clusters Score -9230648 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -9230681.000000 Penalty: 5363.834473
	Iteration 63Q: 3 clusters Score -9230681 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -9230670.000000 Penalty: 5363.834473
	Iteration 64Q: 3 clusters Score -9230670 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -9230682.000000 Penalty: 5363.834473
	Iteration 65Q: 3 clusters Score -9230682 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -9230673.000000 Penalty: 5363.834473
	Iteration 66Q: 3 clusters Score -9230673 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -9230673.000000 Penalty: 5363.834473
	Iteration 67Q: 3 clusters Score -9230673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -9230675.000000 Penalty: 5363.834473
	Iteration 68Q: 3 clusters Score -9230675 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -9230668.000000 Penalty: 5363.834473
	Iteration 69Q: 3 clusters Score -9230668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -9230678.000000 Penalty: 5363.834473
	Iteration 70Q: 3 clusters Score -9230678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -9230693.000000 Penalty: 5363.834473
	Iteration 71Q: 3 clusters Score -9230693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -9230690.000000 Penalty: 5363.834473
	Iteration 72Q: 3 clusters Score -9230690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -9230697.000000 Penalty: 5363.834473
	Iteration 73Q: 3 clusters Score -9230697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -9230697.000000 Penalty: 5363.834473
	Iteration 74Q: 3 clusters Score -9230697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -9230718.000000 Penalty: 5363.834473
	Iteration 75Q: 3 clusters Score -9230718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -9230718.000000 Penalty: 5363.834473
	Iteration 76Q: 3 clusters Score -9230718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -9230726.000000 Penalty: 5363.834473
	Iteration 77Q: 3 clusters Score -9230726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -9230732.000000 Penalty: 5363.834473
	Iteration 78Q: 3 clusters Score -9230732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -9230739.000000 Penalty: 5363.834473
	Iteration 79Q: 3 clusters Score -9230739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -9230733.000000 Penalty: 5363.834473
	Iteration 80F: 3 clusters Score -9230733 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -9230748.000000 Penalty: 5363.834473
	Iteration 81Q: 3 clusters Score -9230748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -9230757.000000 Penalty: 5363.834473
	Iteration 82Q: 3 clusters Score -9230757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -9230763.000000 Penalty: 5363.834473
	Iteration 83Q: 3 clusters Score -9230763 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -9230777.000000 Penalty: 5363.834473
	Iteration 84Q: 3 clusters Score -9230777 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -9230767.000000 Penalty: 5363.834473
	Iteration 85Q: 3 clusters Score -9230767 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -9230793.000000 Penalty: 5363.834473
	Iteration 86Q: 3 clusters Score -9230793 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -9230815.000000 Penalty: 5363.834473
	Iteration 87Q: 3 clusters Score -9230815 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -9230818.000000 Penalty: 5363.834473
	Iteration 88Q: 3 clusters Score -9230818 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -9230836.000000 Penalty: 5363.834473
	Iteration 89Q: 3 clusters Score -9230836 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -9230869.000000 Penalty: 5363.834473
	Iteration 90Q: 3 clusters Score -9230869 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -9230869.000000 Penalty: 5363.834473
	Iteration 91Q: 3 clusters Score -9230869 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -9230867.000000 Penalty: 5363.834473
	Iteration 92Q: 3 clusters Score -9230867 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -9230883.000000 Penalty: 5363.834473
	Iteration 93Q: 3 clusters Score -9230883 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -9230883.000000 Penalty: 5363.834473
	Iteration 94Q: 3 clusters Score -9230883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -9230866.000000 Penalty: 5363.834473
	Iteration 95Q: 3 clusters Score -9230866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -9230885.000000 Penalty: 5363.834473
	Iteration 96Q: 3 clusters Score -9230885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -9230886.000000 Penalty: 5363.834473
	Iteration 97Q: 3 clusters Score -9230886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -9230891.000000 Penalty: 5363.834473
	Iteration 98Q: 3 clusters Score -9230891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -9230913.000000 Penalty: 5363.834473
	Iteration 99Q: 3 clusters Score -9230913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -9230912.000000 Penalty: 5363.834473
	Iteration 100F: 3 clusters Score -9230912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -9230915.000000 Penalty: 5363.834473
	Iteration 101Q: 3 clusters Score -9230915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -9230909.000000 Penalty: 5363.834473
	Iteration 102Q: 3 clusters Score -9230909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -9230919.000000 Penalty: 5363.834473
	Iteration 103Q: 3 clusters Score -9230919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -9230941.000000 Penalty: 5363.834473
	Iteration 104Q: 3 clusters Score -9230941 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -9230953.000000 Penalty: 5363.834473
	Iteration 105Q: 3 clusters Score -9230953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -9230943.000000 Penalty: 5363.834473
	Iteration 106Q: 3 clusters Score -9230943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -9230945.000000 Penalty: 5363.834473
	Iteration 107Q: 3 clusters Score -9230945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -9230949.000000 Penalty: 5363.834473
	Iteration 108Q: 3 clusters Score -9230949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -9230940.000000 Penalty: 5363.834473
	Iteration 109Q: 3 clusters Score -9230940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -9230934.000000 Penalty: 5363.834473
	Iteration 110Q: 3 clusters Score -9230934 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -9230953.000000 Penalty: 5363.834473
	Iteration 111Q: 3 clusters Score -9230953 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -9230972.000000 Penalty: 5363.834473
	Iteration 112Q: 3 clusters Score -9230972 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -9230971.000000 Penalty: 5363.834473
	Iteration 113Q: 3 clusters Score -9230971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -9230966.000000 Penalty: 5363.834473
	Iteration 114Q: 3 clusters Score -9230966 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -9230980.000000 Penalty: 5363.834473
	Iteration 115Q: 3 clusters Score -9230980 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -9230999.000000 Penalty: 5363.834473
	Iteration 116Q: 3 clusters Score -9230999 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -9231023.000000 Penalty: 5363.834473
	Iteration 117Q: 3 clusters Score -9231023 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -9230989.000000 Penalty: 5363.834473
	Iteration 118Q: 3 clusters Score -9230989 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -9230980.000000 Penalty: 5363.834473
	Iteration 119Q: 3 clusters Score -9230980 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -9230956.000000 Penalty: 5363.834473
	Iteration 120F: 3 clusters Score -9230956 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -9230953.000000 Penalty: 5363.834473
	Iteration 121Q: 3 clusters Score -9230953 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -9230972.000000 Penalty: 5363.834473
	Iteration 122Q: 3 clusters Score -9230972 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -9230925.000000 Penalty: 5363.834473
	Iteration 123Q: 3 clusters Score -9230925 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -9230913.000000 Penalty: 5363.834473
	Iteration 124Q: 3 clusters Score -9230913 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -9230875.000000 Penalty: 5363.834473
	Iteration 125Q: 3 clusters Score -9230875 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -9230811.000000 Penalty: 5363.834473
	Iteration 126Q: 3 clusters Score -9230811 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -9230768.000000 Penalty: 5363.834473
	Iteration 127Q: 3 clusters Score -9230768 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -9230738.000000 Penalty: 5363.834473
	Iteration 128Q: 3 clusters Score -9230738 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -9230703.000000 Penalty: 5363.834473
	Iteration 129Q: 3 clusters Score -9230703 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -9230663.000000 Penalty: 5363.834473
	Iteration 130Q: 3 clusters Score -9230663 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -9230595.000000 Penalty: 5363.834473
	Iteration 131Q: 3 clusters Score -9230595 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -9230567.000000 Penalty: 5363.834473
	Iteration 132Q: 3 clusters Score -9230567 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -9230545.000000 Penalty: 5363.834473
	Iteration 133Q: 3 clusters Score -9230545 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -9230518.000000 Penalty: 5363.834473
	Iteration 134Q: 3 clusters Score -9230518 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -9230464.000000 Penalty: 5363.834473
	Iteration 135Q: 3 clusters Score -9230464 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -9230436.000000 Penalty: 5363.834473
	Iteration 136Q: 3 clusters Score -9230436 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -9230417.000000 Penalty: 5363.834473
	Iteration 137Q: 3 clusters Score -9230417 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -9230409.000000 Penalty: 5363.834473
	Iteration 138Q: 3 clusters Score -9230409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -9230377.000000 Penalty: 5363.834473
	Iteration 139Q: 3 clusters Score -9230377 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -9230360.000000 Penalty: 5363.834473
	Iteration 140F: 3 clusters Score -9230360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -9230362.000000 Penalty: 5363.834473
	Iteration 141Q: 3 clusters Score -9230362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -9230347.000000 Penalty: 5363.834473
	Iteration 142Q: 3 clusters Score -9230347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -9230306.000000 Penalty: 5363.834473
	Iteration 143Q: 3 clusters Score -9230306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -9230293.000000 Penalty: 5363.834473
	Iteration 144Q: 3 clusters Score -9230293 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -9230267.000000 Penalty: 5363.834473
	Iteration 145Q: 3 clusters Score -9230267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -9230260.000000 Penalty: 5363.834473
	Iteration 146Q: 3 clusters Score -9230260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -9230248.000000 Penalty: 5363.834473
	Iteration 147Q: 3 clusters Score -9230248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -9230244.000000 Penalty: 5363.834473
	Iteration 148Q: 3 clusters Score -9230244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -9230224.000000 Penalty: 5363.834473
	Iteration 149Q: 3 clusters Score -9230224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -9230218.000000 Penalty: 5363.834473
	Iteration 150Q: 3 clusters Score -9230218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -9230227.000000 Penalty: 5363.834473
	Iteration 151Q: 3 clusters Score -9230227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -9230205.000000 Penalty: 5363.834473
	Iteration 152Q: 3 clusters Score -9230205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -9230201.000000 Penalty: 5363.834473
	Iteration 153Q: 3 clusters Score -9230201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -9230179.000000 Penalty: 5363.834473
	Iteration 154Q: 3 clusters Score -9230179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -9230142.000000 Penalty: 5363.834473
	Iteration 155Q: 3 clusters Score -9230142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -9230133.000000 Penalty: 5363.834473
	Iteration 156Q: 3 clusters Score -9230133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -9230131.000000 Penalty: 5363.834473
	Iteration 157Q: 3 clusters Score -9230131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -9230113.000000 Penalty: 5363.834473
	Iteration 158Q: 3 clusters Score -9230113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -9230103.000000 Penalty: 5363.834473
	Iteration 159Q: 3 clusters Score -9230103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -9230102.000000 Penalty: 5363.834473
	Iteration 160F: 3 clusters Score -9230102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -9230077.000000 Penalty: 5363.834473
	Iteration 161Q: 3 clusters Score -9230077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -9230080.000000 Penalty: 5363.834473
	Iteration 162Q: 3 clusters Score -9230080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -9230071.000000 Penalty: 5363.834473
	Iteration 163Q: 3 clusters Score -9230071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -9230065.000000 Penalty: 5363.834473
	Iteration 164Q: 3 clusters Score -9230065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -9230068.000000 Penalty: 5363.834473
	Iteration 165Q: 3 clusters Score -9230068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -9230064.000000 Penalty: 5363.834473
	Iteration 166Q: 3 clusters Score -9230064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -9230051.000000 Penalty: 5363.834473
	Iteration 167Q: 3 clusters Score -9230051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -9230045.000000 Penalty: 5363.834473
	Iteration 168Q: 3 clusters Score -9230045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -9230040.000000 Penalty: 5363.834473
	Iteration 169Q: 3 clusters Score -9230040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -9230040.000000 Penalty: 5363.834473
	Iteration 170Q: 3 clusters Score -9230040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -9230015.000000 Penalty: 5363.834473
	Iteration 171Q: 3 clusters Score -9230015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -9230002.000000 Penalty: 5363.834473
	Iteration 172Q: 3 clusters Score -9230002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -9229996.000000 Penalty: 5363.834473
	Iteration 173Q: 3 clusters Score -9229996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -9229995.000000 Penalty: 5363.834473
	Iteration 174Q: 3 clusters Score -9229995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -9229980.000000 Penalty: 5363.834473
	Iteration 175Q: 3 clusters Score -9229980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -9229962.000000 Penalty: 5363.834473
	Iteration 176Q: 3 clusters Score -9229962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -9229936.000000 Penalty: 5363.834473
	Iteration 177Q: 3 clusters Score -9229936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -9229927.000000 Penalty: 5363.834473
	Iteration 178Q: 3 clusters Score -9229927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -9229900.000000 Penalty: 5363.834473
	Iteration 179Q: 3 clusters Score -9229900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -9229909.000000 Penalty: 5363.834473
	Iteration 180F: 3 clusters Score -9229909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -9229896.000000 Penalty: 5363.834473
	Iteration 181Q: 3 clusters Score -9229896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -9229898.000000 Penalty: 5363.834473
	Iteration 182Q: 3 clusters Score -9229898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -9229889.000000 Penalty: 5363.834473
	Iteration 183Q: 3 clusters Score -9229889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -9229885.000000 Penalty: 5363.834473
	Iteration 184Q: 3 clusters Score -9229885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -9229868.000000 Penalty: 5363.834473
	Iteration 185Q: 3 clusters Score -9229868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -9229876.000000 Penalty: 5363.834473
	Iteration 186Q: 3 clusters Score -9229876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -9229868.000000 Penalty: 5363.834473
	Iteration 187Q: 3 clusters Score -9229868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -9229868.000000 Penalty: 5363.834473
	Iteration 188Q: 3 clusters Score -9229868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -9229863.000000 Penalty: 5363.834473
	Iteration 189Q: 3 clusters Score -9229863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -9229854.000000 Penalty: 5363.834473
	Iteration 190Q: 3 clusters Score -9229854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -9229869.000000 Penalty: 5363.834473
	Iteration 191Q: 3 clusters Score -9229869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -9229847.000000 Penalty: 5363.834473
	Iteration 192Q: 3 clusters Score -9229847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -9229862.000000 Penalty: 5363.834473
	Iteration 193Q: 3 clusters Score -9229862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -9229851.000000 Penalty: 5363.834473
	Iteration 194Q: 3 clusters Score -9229851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -9229844.000000 Penalty: 5363.834473
	Iteration 195Q: 3 clusters Score -9229844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -9229850.000000 Penalty: 5363.834473
	Iteration 196Q: 3 clusters Score -9229850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -9229831.000000 Penalty: 5363.834473
	Iteration 197Q: 3 clusters Score -9229831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -9229817.000000 Penalty: 5363.834473
	Iteration 198Q: 3 clusters Score -9229817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -9229794.000000 Penalty: 5363.834473
	Iteration 199Q: 3 clusters Score -9229794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -9229801.000000 Penalty: 5363.834473
	Iteration 200F: 3 clusters Score -9229801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -9229787.000000 Penalty: 5363.834473
	Iteration 201Q: 3 clusters Score -9229787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -9229783.000000 Penalty: 5363.834473
	Iteration 202Q: 3 clusters Score -9229783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -9229787.000000 Penalty: 5363.834473
	Iteration 203Q: 3 clusters Score -9229787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -9229780.000000 Penalty: 5363.834473
	Iteration 204Q: 3 clusters Score -9229780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -9229779.000000 Penalty: 5363.834473
	Iteration 205Q: 3 clusters Score -9229779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -9229781.000000 Penalty: 5363.834473
	Iteration 206Q: 3 clusters Score -9229781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -9229784.000000 Penalty: 5363.834473
	Iteration 207Q: 3 clusters Score -9229784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -9229801.000000 Penalty: 5363.834473
	Iteration 208Q: 3 clusters Score -9229801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -9229802.000000 Penalty: 5363.834473
	Iteration 209Q: 3 clusters Score -9229802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -9229786.000000 Penalty: 5363.834473
	Iteration 210Q: 3 clusters Score -9229786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -9229781.000000 Penalty: 5363.834473
	Iteration 211Q: 3 clusters Score -9229781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -9229778.000000 Penalty: 5363.834473
	Iteration 212Q: 3 clusters Score -9229778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -9229773.000000 Penalty: 5363.834473
	Iteration 213Q: 3 clusters Score -9229773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -9229763.000000 Penalty: 5363.834473
	Iteration 214Q: 3 clusters Score -9229763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -9229756.000000 Penalty: 5363.834473
	Iteration 215Q: 3 clusters Score -9229756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -9229761.000000 Penalty: 5363.834473
	Iteration 216Q: 3 clusters Score -9229761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -9229748.000000 Penalty: 5363.834473
	Iteration 217Q: 3 clusters Score -9229748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -9229736.000000 Penalty: 5363.834473
	Iteration 218Q: 3 clusters Score -9229736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -9229741.000000 Penalty: 5363.834473
	Iteration 219Q: 3 clusters Score -9229741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -9229730.000000 Penalty: 5363.834473
	Iteration 220F: 3 clusters Score -9229730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -9229739.000000 Penalty: 5363.834473
	Iteration 221Q: 3 clusters Score -9229739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -9229722.000000 Penalty: 5363.834473
	Iteration 222Q: 3 clusters Score -9229722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -9229729.000000 Penalty: 5363.834473
	Iteration 223Q: 3 clusters Score -9229729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -9229724.000000 Penalty: 5363.834473
	Iteration 224Q: 3 clusters Score -9229724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -9229725.000000 Penalty: 5363.834473
	Iteration 225Q: 3 clusters Score -9229725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -9229731.000000 Penalty: 5363.834473
	Iteration 226Q: 3 clusters Score -9229731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -9229727.000000 Penalty: 5363.834473
	Iteration 227Q: 3 clusters Score -9229727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -9229716.000000 Penalty: 5363.834473
	Iteration 228Q: 3 clusters Score -9229716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -9229722.000000 Penalty: 5363.834473
	Iteration 229Q: 3 clusters Score -9229722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -9229712.000000 Penalty: 5363.834473
	Iteration 230Q: 3 clusters Score -9229712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -9229705.000000 Penalty: 5363.834473
	Iteration 231Q: 3 clusters Score -9229705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -9229709.000000 Penalty: 5363.834473
	Iteration 232Q: 3 clusters Score -9229709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -9229707.000000 Penalty: 5363.834473
	Iteration 233Q: 3 clusters Score -9229707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -9229706.000000 Penalty: 5363.834473
	Iteration 234Q: 3 clusters Score -9229706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -9229707.000000 Penalty: 5363.834473
	Iteration 235Q: 3 clusters Score -9229707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -9229706.000000 Penalty: 5363.834473
	Iteration 236Q: 3 clusters Score -9229706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -9229699.000000 Penalty: 5363.834473
	Iteration 237Q: 3 clusters Score -9229699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -9229695.000000 Penalty: 5363.834473
	Iteration 238Q: 3 clusters Score -9229695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -9229695.000000 Penalty: 5363.834473
	Iteration 239F: 3 clusters Score -9229695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Entering Unmasked Estep 
Score: -9729912.000000 Penalty: 2693.693848
	Iteration 0F: 2 clusters Score -9729912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -9703260.000000 Penalty: 5387.387695
	Iteration 0F: 3 clusters Score -9703260 nChanged 24024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -9716555.000000 Penalty: 5387.387695
	Iteration 1F: 3 clusters Score -9716555 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -9717253.000000 Penalty: 5387.387695
	Iteration 2Q: 3 clusters Score -9717253 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -9717984.000000 Penalty: 5387.387695
	Iteration 3Q: 3 clusters Score -9717984 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -9718831.000000 Penalty: 5387.387695
	Iteration 4Q: 3 clusters Score -9718831 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -9719898.000000 Penalty: 5387.387695
	Iteration 5Q: 3 clusters Score -9719898 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -9721302.000000 Penalty: 5387.387695
	Iteration 6Q: 3 clusters Score -9721302 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -9723312.000000 Penalty: 5387.387695
	Iteration 7F: 3 clusters Score -9723312 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -9725799.000000 Penalty: 5387.387695
	Iteration 8F: 3 clusters Score -9725799 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -9727705.000000 Penalty: 5387.387695
	Iteration 9F: 3 clusters Score -9727705 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -9728578.000000 Penalty: 5387.387695
	Iteration 10Q: 3 clusters Score -9728578 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -9728921.000000 Penalty: 5387.387695
	Iteration 11Q: 3 clusters Score -9728921 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -9729069.000000 Penalty: 5387.387695
	Iteration 12Q: 3 clusters Score -9729069 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -9729216.000000 Penalty: 5387.387695
	Iteration 13Q: 3 clusters Score -9729216 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -9729271.000000 Penalty: 5387.387695
	Iteration 14Q: 3 clusters Score -9729271 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -9729361.000000 Penalty: 5387.387695
	Iteration 15Q: 3 clusters Score -9729361 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -9729481.000000 Penalty: 5387.387695
	Iteration 16Q: 3 clusters Score -9729481 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -9729526.000000 Penalty: 5387.387695
	Iteration 17Q: 3 clusters Score -9729526 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -9729588.000000 Penalty: 5387.387695
	Iteration 18Q: 3 clusters Score -9729588 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -9729621.000000 Penalty: 5387.387695
	Iteration 19Q: 3 clusters Score -9729621 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -9729670.000000 Penalty: 5387.387695
	Iteration 20F: 3 clusters Score -9729670 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -9729743.000000 Penalty: 5387.387695
	Iteration 21Q: 3 clusters Score -9729743 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -9729790.000000 Penalty: 5387.387695
	Iteration 22Q: 3 clusters Score -9729790 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -9729825.000000 Penalty: 5387.387695
	Iteration 23Q: 3 clusters Score -9729825 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -9729870.000000 Penalty: 5387.387695
	Iteration 24Q: 3 clusters Score -9729870 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -9729935.000000 Penalty: 5387.387695
	Iteration 25Q: 3 clusters Score -9729935 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -9729969.000000 Penalty: 5387.387695
	Iteration 26Q: 3 clusters Score -9729969 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -9730027.000000 Penalty: 5387.387695
	Iteration 27Q: 3 clusters Score -9730027 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -9730117.000000 Penalty: 5387.387695
	Iteration 28Q: 3 clusters Score -9730117 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -9730168.000000 Penalty: 5387.387695
	Iteration 29Q: 3 clusters Score -9730168 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -9730256.000000 Penalty: 5387.387695
	Iteration 30Q: 3 clusters Score -9730256 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -9730411.000000 Penalty: 5387.387695
	Iteration 31Q: 3 clusters Score -9730411 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -9730474.000000 Penalty: 5387.387695
	Iteration 32Q: 3 clusters Score -9730474 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -9730562.000000 Penalty: 5387.387695
	Iteration 33Q: 3 clusters Score -9730562 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -9730669.000000 Penalty: 5387.387695
	Iteration 34Q: 3 clusters Score -9730669 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -9730788.000000 Penalty: 5387.387695
	Iteration 35Q: 3 clusters Score -9730788 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -9730925.000000 Penalty: 5387.387695
	Iteration 36Q: 3 clusters Score -9730925 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -9731031.000000 Penalty: 5387.387695
	Iteration 37Q: 3 clusters Score -9731031 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -9731153.000000 Penalty: 5387.387695
	Iteration 38Q: 3 clusters Score -9731153 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -9731218.000000 Penalty: 5387.387695
	Iteration 39Q: 3 clusters Score -9731218 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -9731357.000000 Penalty: 5387.387695
	Iteration 40F: 3 clusters Score -9731357 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -9731509.000000 Penalty: 5387.387695
	Iteration 41Q: 3 clusters Score -9731509 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -9731603.000000 Penalty: 5387.387695
	Iteration 42Q: 3 clusters Score -9731603 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -9731711.000000 Penalty: 5387.387695
	Iteration 43Q: 3 clusters Score -9731711 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -9731813.000000 Penalty: 5387.387695
	Iteration 44Q: 3 clusters Score -9731813 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -9731905.000000 Penalty: 5387.387695
	Iteration 45Q: 3 clusters Score -9731905 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -9732016.000000 Penalty: 5387.387695
	Iteration 46Q: 3 clusters Score -9732016 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -9732028.000000 Penalty: 5387.387695
	Iteration 47Q: 3 clusters Score -9732028 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -9732052.000000 Penalty: 5387.387695
	Iteration 48Q: 3 clusters Score -9732052 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -9732005.000000 Penalty: 5387.387695
	Iteration 49Q: 3 clusters Score -9732005 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -9731959.000000 Penalty: 5387.387695
	Iteration 50Q: 3 clusters Score -9731959 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -9731810.000000 Penalty: 5387.387695
	Iteration 51Q: 3 clusters Score -9731810 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -9731613.000000 Penalty: 5387.387695
	Iteration 52Q: 3 clusters Score -9731613 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -9731424.000000 Penalty: 5387.387695
	Iteration 53Q: 3 clusters Score -9731424 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -9731164.000000 Penalty: 5387.387695
	Iteration 54Q: 3 clusters Score -9731164 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -9730884.000000 Penalty: 5387.387695
	Iteration 55Q: 3 clusters Score -9730884 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -9730659.000000 Penalty: 5387.387695
	Iteration 56Q: 3 clusters Score -9730659 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -9730364.000000 Penalty: 5387.387695
	Iteration 57Q: 3 clusters Score -9730364 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -9730142.000000 Penalty: 5387.387695
	Iteration 58Q: 3 clusters Score -9730142 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -9729900.000000 Penalty: 5387.387695
	Iteration 59Q: 3 clusters Score -9729900 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -9729704.000000 Penalty: 5387.387695
	Iteration 60F: 3 clusters Score -9729704 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -9729546.000000 Penalty: 5387.387695
	Iteration 61Q: 3 clusters Score -9729546 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -9729384.000000 Penalty: 5387.387695
	Iteration 62Q: 3 clusters Score -9729384 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -9729302.000000 Penalty: 5387.387695
	Iteration 63Q: 3 clusters Score -9729302 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -9729245.000000 Penalty: 5387.387695
	Iteration 64Q: 3 clusters Score -9729245 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -9729103.000000 Penalty: 5387.387695
	Iteration 65Q: 3 clusters Score -9729103 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -9729012.000000 Penalty: 5387.387695
	Iteration 66Q: 3 clusters Score -9729012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -9728942.000000 Penalty: 5387.387695
	Iteration 67Q: 3 clusters Score -9728942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -9728891.000000 Penalty: 5387.387695
	Iteration 68Q: 3 clusters Score -9728891 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -9728853.000000 Penalty: 5387.387695
	Iteration 69Q: 3 clusters Score -9728853 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -9728830.000000 Penalty: 5387.387695
	Iteration 70Q: 3 clusters Score -9728830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -9728784.000000 Penalty: 5387.387695
	Iteration 71Q: 3 clusters Score -9728784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -9728763.000000 Penalty: 5387.387695
	Iteration 72Q: 3 clusters Score -9728763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -9728738.000000 Penalty: 5387.387695
	Iteration 73Q: 3 clusters Score -9728738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -9728704.000000 Penalty: 5387.387695
	Iteration 74Q: 3 clusters Score -9728704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -9728667.000000 Penalty: 5387.387695
	Iteration 75Q: 3 clusters Score -9728667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -9728654.000000 Penalty: 5387.387695
	Iteration 76Q: 3 clusters Score -9728654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -9728647.000000 Penalty: 5387.387695
	Iteration 77Q: 3 clusters Score -9728647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -9728630.000000 Penalty: 5387.387695
	Iteration 78Q: 3 clusters Score -9728630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -9728603.000000 Penalty: 5387.387695
	Iteration 79Q: 3 clusters Score -9728603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -9728571.000000 Penalty: 5387.387695
	Iteration 80F: 3 clusters Score -9728571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -9728582.000000 Penalty: 5387.387695
	Iteration 81Q: 3 clusters Score -9728582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -9728579.000000 Penalty: 5387.387695
	Iteration 82Q: 3 clusters Score -9728579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -9728589.000000 Penalty: 5387.387695
	Iteration 83Q: 3 clusters Score -9728589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -9728572.000000 Penalty: 5387.387695
	Iteration 84Q: 3 clusters Score -9728572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -9728586.000000 Penalty: 5387.387695
	Iteration 85Q: 3 clusters Score -9728586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -9728602.000000 Penalty: 5387.387695
	Iteration 86Q: 3 clusters Score -9728602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -9728604.000000 Penalty: 5387.387695
	Iteration 87Q: 3 clusters Score -9728604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -9728603.000000 Penalty: 5387.387695
	Iteration 88Q: 3 clusters Score -9728603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -9728603.000000 Penalty: 5387.387695
	Iteration 89F: 3 clusters Score -9728603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -75995.765625 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -75995.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74678.140625 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -74678.14 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -76473.335938 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -76473.34 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -77750.867188 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -77750.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -78351.250000 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -78351.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -78602.515625 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -78602.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -78725.507812 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -78725.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -78738.234375 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -78738.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78743.726562 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -78743.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78745.679688 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -78745.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78766.796875 Penalty: 3303.009766
	Iteration 9F: 3 clusters Score -78766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -78815.656250 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -78815.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -78820.726562 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -78820.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -78826.351562 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -78826.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -78826.351562 Penalty: 3303.009766
	Iteration 13F: 3 clusters Score -78826.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 54403 members 
Mstep: Class 3 contains 57874 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 50578 members 
Mstep: Class 6 contains 49721 members 
Mstep: Class 9 contains 52139 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 48009 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 55009 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 20 contains 78646 members 
Mstep: Class 21 contains 46764 members 
Mstep: Class 22 contains 20872 members 
Entering Unmasked Estep 
Score: -106593368.000000 Penalty: 62571.507812
Splitting cluster 10 changes total score from -106592144.000000 to -106593368.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -359822.937500 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -359822.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -357183.343750 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -357183.3 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -357901.906250 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -357901.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -358385.468750 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -358385.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -359029.281250 Penalty: 3806.379883
	Iteration 3F: 3 clusters Score -359029.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -359576.125000 Penalty: 3806.379883
	Iteration 4F: 3 clusters Score -359576.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -359819.750000 Penalty: 3806.379883
	Iteration 5F: 3 clusters Score -359819.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -359927.468750 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -359927.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -359992.656250 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -359992.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -360023.156250 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -360023.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -360040.562500 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -360040.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -360058.093750 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -360058.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -360071.500000 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -360071.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -360080.031250 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -360080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -360085.468750 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -360085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -360086.468750 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -360086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -360087.000000 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -360087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -360088.906250 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -360088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -360090.875000 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -360090.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -360090.875000 Penalty: 3806.379883
	Iteration 18F: 3 clusters Score -360090.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 54403 members 
Mstep: Class 3 contains 57874 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 50578 members 
Mstep: Class 6 contains 49721 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 9 contains 52139 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 48009 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 55009 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 20 contains 78646 members 
Mstep: Class 21 contains 46764 members 
Mstep: Class 22 contains 20872 members 
Entering Unmasked Estep 
Score: -106592136.000000 Penalty: 65864.742188
Splitting cluster 11 changes total score from -106592144.000000 to -106592136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -126847.226562 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -126847.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -125148.367188 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -125148.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -125458.414062 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -125458.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -125596.164062 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -125596.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -125669.140625 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -125669.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -125770.984375 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -125771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -125907.992188 Penalty: 3270.829102
	Iteration 5F: 3 clusters Score -125908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -126040.132812 Penalty: 3270.829102
	Iteration 6F: 3 clusters Score -126040.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -126154.867188 Penalty: 3270.829102
	Iteration 7F: 3 clusters Score -126154.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126325.453125 Penalty: 3270.829102
	Iteration 8F: 3 clusters Score -126325.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126546.781250 Penalty: 3270.829102
	Iteration 9F: 3 clusters Score -126546.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -126801.015625 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -126801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -127019.375000 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -127019.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -127179.625000 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -127179.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -127238.968750 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -127239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127275.703125 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -127275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127285.132812 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -127285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -127289.789062 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -127289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -127289.789062 Penalty: 3270.829102
	Iteration 17F: 3 clusters Score -127289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 54403 members 
Mstep: Class 3 contains 57874 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 50578 members 
Mstep: Class 6 contains 49721 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 9 contains 52139 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 255 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 48009 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 55009 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 20 contains 78646 members 
Mstep: Class 21 contains 46764 members 
Mstep: Class 22 contains 20872 members 
Entering Unmasked Estep 
Score: -106592048.000000 Penalty: 65864.742188
Splitting cluster 12 changes total score from -106592144.000000 to -106592048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Entering Unmasked Estep 
Score: -2849206.250000 Penalty: 2397.213135
	Iteration 0F: 2 clusters Score -2849206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2837893.000000 Penalty: 4794.426270
	Iteration 0F: 3 clusters Score -2837893 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2841612.000000 Penalty: 4794.426270
	Iteration 1F: 3 clusters Score -2841612 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2842376.250000 Penalty: 4794.426270
	Iteration 2F: 3 clusters Score -2842376 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2843347.250000 Penalty: 4794.426270
	Iteration 3F: 3 clusters Score -2843347 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2844404.750000 Penalty: 4794.426270
	Iteration 4F: 3 clusters Score -2844405 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2845516.500000 Penalty: 4794.426270
	Iteration 5F: 3 clusters Score -2845516 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2846445.250000 Penalty: 4794.426270
	Iteration 6F: 3 clusters Score -2846445 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2847074.750000 Penalty: 4794.426270
	Iteration 7F: 3 clusters Score -2847075 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2847476.000000 Penalty: 4794.426270
	Iteration 8Q: 3 clusters Score -2847476 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2847732.000000 Penalty: 4794.426270
	Iteration 9Q: 3 clusters Score -2847732 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2847916.750000 Penalty: 4794.426270
	Iteration 10Q: 3 clusters Score -2847917 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2848051.250000 Penalty: 4794.426270
	Iteration 11Q: 3 clusters Score -2848051 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2848131.000000 Penalty: 4794.426270
	Iteration 12Q: 3 clusters Score -2848131 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2848195.750000 Penalty: 4794.426270
	Iteration 13Q: 3 clusters Score -2848196 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2848229.750000 Penalty: 4794.426270
	Iteration 14Q: 3 clusters Score -2848230 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2848245.250000 Penalty: 4794.426270
	Iteration 15Q: 3 clusters Score -2848245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2848257.500000 Penalty: 4794.426270
	Iteration 16Q: 3 clusters Score -2848258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2848278.750000 Penalty: 4794.426270
	Iteration 17Q: 3 clusters Score -2848279 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2848294.250000 Penalty: 4794.426270
	Iteration 18Q: 3 clusters Score -2848294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2848299.250000 Penalty: 4794.426270
	Iteration 19Q: 3 clusters Score -2848299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2848306.000000 Penalty: 4794.426270
	Iteration 20F: 3 clusters Score -2848306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2848312.500000 Penalty: 4794.426270
	Iteration 21Q: 3 clusters Score -2848312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2848311.250000 Penalty: 4794.426270
	Iteration 22Q: 3 clusters Score -2848311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2848313.250000 Penalty: 4794.426270
	Iteration 23Q: 3 clusters Score -2848313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2848311.500000 Penalty: 4794.426270
	Iteration 24Q: 3 clusters Score -2848312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2848312.500000 Penalty: 4794.426270
	Iteration 25Q: 3 clusters Score -2848312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2848311.500000 Penalty: 4794.426270
	Iteration 26Q: 3 clusters Score -2848312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2848311.750000 Penalty: 4794.426270
	Iteration 27Q: 3 clusters Score -2848312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2848314.250000 Penalty: 4794.426270
	Iteration 28Q: 3 clusters Score -2848314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2848311.000000 Penalty: 4794.426270
	Iteration 29Q: 3 clusters Score -2848311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2848318.500000 Penalty: 4794.426270
	Iteration 30Q: 3 clusters Score -2848318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2848321.000000 Penalty: 4794.426270
	Iteration 31Q: 3 clusters Score -2848321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2848321.000000 Penalty: 4794.426270
	Iteration 32F: 3 clusters Score -2848321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Entering Unmasked Estep 
Score: -8882678.000000 Penalty: 2673.227539
	Iteration 0F: 2 clusters Score -8882678 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 23982 members 
Entering Unmasked Estep 
Score: -8853455.000000 Penalty: 5346.455078
	Iteration 0F: 3 clusters Score -8853455 nChanged 22099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -8865672.000000 Penalty: 5346.455078
	Iteration 1F: 3 clusters Score -8865672 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -8866264.000000 Penalty: 5346.455078
	Iteration 2Q: 3 clusters Score -8866264 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -8866841.000000 Penalty: 5346.455078
	Iteration 3Q: 3 clusters Score -8866841 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -8867578.000000 Penalty: 5346.455078
	Iteration 4Q: 3 clusters Score -8867578 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -8868698.000000 Penalty: 5346.455078
	Iteration 5Q: 3 clusters Score -8868698 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -8870184.000000 Penalty: 5346.455078
	Iteration 6F: 3 clusters Score -8870184 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -8871978.000000 Penalty: 5346.455078
	Iteration 7F: 3 clusters Score -8871978 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -8874276.000000 Penalty: 5346.455078
	Iteration 8F: 3 clusters Score -8874276 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -8877030.000000 Penalty: 5346.455078
	Iteration 9F: 3 clusters Score -8877030 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -8879568.000000 Penalty: 5346.455078
	Iteration 10F: 3 clusters Score -8879568 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -8881290.000000 Penalty: 5346.455078
	Iteration 11Q: 3 clusters Score -8881290 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -8882147.000000 Penalty: 5346.455078
	Iteration 12Q: 3 clusters Score -8882147 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -8882545.000000 Penalty: 5346.455078
	Iteration 13Q: 3 clusters Score -8882545 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -8882822.000000 Penalty: 5346.455078
	Iteration 14Q: 3 clusters Score -8882822 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -8883014.000000 Penalty: 5346.455078
	Iteration 15Q: 3 clusters Score -8883014 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -8883105.000000 Penalty: 5346.455078
	Iteration 16Q: 3 clusters Score -8883105 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -8883225.000000 Penalty: 5346.455078
	Iteration 17Q: 3 clusters Score -8883225 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -8883338.000000 Penalty: 5346.455078
	Iteration 18Q: 3 clusters Score -8883338 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -8883410.000000 Penalty: 5346.455078
	Iteration 19Q: 3 clusters Score -8883410 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -8883502.000000 Penalty: 5346.455078
	Iteration 20F: 3 clusters Score -8883502 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -8883529.000000 Penalty: 5346.455078
	Iteration 21Q: 3 clusters Score -8883529 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -8883611.000000 Penalty: 5346.455078
	Iteration 22Q: 3 clusters Score -8883611 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -8883649.000000 Penalty: 5346.455078
	Iteration 23Q: 3 clusters Score -8883649 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -8883652.000000 Penalty: 5346.455078
	Iteration 24Q: 3 clusters Score -8883652 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -8883704.000000 Penalty: 5346.455078
	Iteration 25Q: 3 clusters Score -8883704 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -8883750.000000 Penalty: 5346.455078
	Iteration 26Q: 3 clusters Score -8883750 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -8883771.000000 Penalty: 5346.455078
	Iteration 27Q: 3 clusters Score -8883771 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -8883846.000000 Penalty: 5346.455078
	Iteration 28Q: 3 clusters Score -8883846 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8883857.000000 Penalty: 5346.455078
	Iteration 29Q: 3 clusters Score -8883857 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -8883906.000000 Penalty: 5346.455078
	Iteration 30Q: 3 clusters Score -8883906 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -8883901.000000 Penalty: 5346.455078
	Iteration 31Q: 3 clusters Score -8883901 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -8883895.000000 Penalty: 5346.455078
	Iteration 32Q: 3 clusters Score -8883895 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -8883908.000000 Penalty: 5346.455078
	Iteration 33Q: 3 clusters Score -8883908 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -8883931.000000 Penalty: 5346.455078
	Iteration 34Q: 3 clusters Score -8883931 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -8883909.000000 Penalty: 5346.455078
	Iteration 35Q: 3 clusters Score -8883909 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -8883911.000000 Penalty: 5346.455078
	Iteration 36Q: 3 clusters Score -8883911 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -8883865.000000 Penalty: 5346.455078
	Iteration 37Q: 3 clusters Score -8883865 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -8883862.000000 Penalty: 5346.455078
	Iteration 38Q: 3 clusters Score -8883862 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -8883828.000000 Penalty: 5346.455078
	Iteration 39Q: 3 clusters Score -8883828 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -8883813.000000 Penalty: 5346.455078
	Iteration 40F: 3 clusters Score -8883813 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -8883811.000000 Penalty: 5346.455078
	Iteration 41Q: 3 clusters Score -8883811 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8883754.000000 Penalty: 5346.455078
	Iteration 42Q: 3 clusters Score -8883754 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -8883652.000000 Penalty: 5346.455078
	Iteration 43Q: 3 clusters Score -8883652 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8883628.000000 Penalty: 5346.455078
	Iteration 44Q: 3 clusters Score -8883628 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -8883564.000000 Penalty: 5346.455078
	Iteration 45Q: 3 clusters Score -8883564 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -8883496.000000 Penalty: 5346.455078
	Iteration 46Q: 3 clusters Score -8883496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -8883451.000000 Penalty: 5346.455078
	Iteration 47Q: 3 clusters Score -8883451 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -8883385.000000 Penalty: 5346.455078
	Iteration 48Q: 3 clusters Score -8883385 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -8883285.000000 Penalty: 5346.455078
	Iteration 49Q: 3 clusters Score -8883285 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -8883246.000000 Penalty: 5346.455078
	Iteration 50Q: 3 clusters Score -8883246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -8883201.000000 Penalty: 5346.455078
	Iteration 51Q: 3 clusters Score -8883201 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8883149.000000 Penalty: 5346.455078
	Iteration 52Q: 3 clusters Score -8883149 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -8883099.000000 Penalty: 5346.455078
	Iteration 53Q: 3 clusters Score -8883099 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8883059.000000 Penalty: 5346.455078
	Iteration 54Q: 3 clusters Score -8883059 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -8883011.000000 Penalty: 5346.455078
	Iteration 55Q: 3 clusters Score -8883011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -8882963.000000 Penalty: 5346.455078
	Iteration 56Q: 3 clusters Score -8882963 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -8882900.000000 Penalty: 5346.455078
	Iteration 57Q: 3 clusters Score -8882900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8882863.000000 Penalty: 5346.455078
	Iteration 58Q: 3 clusters Score -8882863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -8882857.000000 Penalty: 5346.455078
	Iteration 59Q: 3 clusters Score -8882857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -8882818.000000 Penalty: 5346.455078
	Iteration 60F: 3 clusters Score -8882818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -8882797.000000 Penalty: 5346.455078
	Iteration 61Q: 3 clusters Score -8882797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8882793.000000 Penalty: 5346.455078
	Iteration 62Q: 3 clusters Score -8882793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -8882783.000000 Penalty: 5346.455078
	Iteration 63Q: 3 clusters Score -8882783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -8882782.000000 Penalty: 5346.455078
	Iteration 64Q: 3 clusters Score -8882782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8882775.000000 Penalty: 5346.455078
	Iteration 65Q: 3 clusters Score -8882775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8882764.000000 Penalty: 5346.455078
	Iteration 66Q: 3 clusters Score -8882764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -8882764.000000 Penalty: 5346.455078
	Iteration 67Q: 3 clusters Score -8882764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -8882754.000000 Penalty: 5346.455078
	Iteration 68Q: 3 clusters Score -8882754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -8882745.000000 Penalty: 5346.455078
	Iteration 69Q: 3 clusters Score -8882745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -8882749.000000 Penalty: 5346.455078
	Iteration 70Q: 3 clusters Score -8882749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -8882749.000000 Penalty: 5346.455078
	Iteration 71F: 3 clusters Score -8882749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 54403 members 
Mstep: Class 3 contains 57874 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 50578 members 
Mstep: Class 6 contains 49721 members 
Mstep: Class 7 contains 46180 members 
Mstep: Class 9 contains 52139 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 55009 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 20 contains 78646 members 
Mstep: Class 21 contains 46764 members 
Mstep: Class 22 contains 20872 members 
Entering Unmasked Estep 
Score: -106592600.000000 Penalty: 65864.742188
Splitting cluster 14 changes total score from -106592144.000000 to -106592600.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 15 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -225032.531250 Penalty: 1831.537354
	Iteration 0F: 2 clusters Score -225032.5 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 796 members 
Entering Unmasked Estep 
Score: -222906.328125 Penalty: 3663.074707
	Iteration 0F: 3 clusters Score -222906.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -224010.781250 Penalty: 3663.074707
	Iteration 1F: 3 clusters Score -224010.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -224816.296875 Penalty: 3663.074707
	Iteration 2F: 3 clusters Score -224816.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -225400.734375 Penalty: 3663.074707
	Iteration 3F: 3 clusters Score -225400.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -225955.750000 Penalty: 3663.074707
	Iteration 4F: 3 clusters Score -225955.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -226338.484375 Penalty: 3663.074707
	Iteration 5Q: 3 clusters Score -226338.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -226498.218750 Penalty: 3663.074707
	Iteration 6Q: 3 clusters Score -226498.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -226584.750000 Penalty: 3663.074707
	Iteration 7Q: 3 clusters Score -226584.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -226622.031250 Penalty: 3663.074707
	Iteration 8Q: 3 clusters Score -226622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -226655.843750 Penalty: 3663.074707
	Iteration 9Q: 3 clusters Score -226655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -226675.812500 Penalty: 3663.074707
	Iteration 10Q: 3 clusters Score -226675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -226684.578125 Penalty: 3663.074707
	Iteration 11Q: 3 clusters Score -226684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -226699.390625 Penalty: 3663.074707
	Iteration 12Q: 3 clusters Score -226699.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -226708.359375 Penalty: 3663.074707
	Iteration 13Q: 3 clusters Score -226708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -226710.562500 Penalty: 3663.074707
	Iteration 14Q: 3 clusters Score -226710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -226711.671875 Penalty: 3663.074707
	Iteration 15Q: 3 clusters Score -226711.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -226713.750000 Penalty: 3663.074707
	Iteration 16Q: 3 clusters Score -226713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -226716.093750 Penalty: 3663.074707
	Iteration 17Q: 3 clusters Score -226716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -226719.296875 Penalty: 3663.074707
	Iteration 18Q: 3 clusters Score -226719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -226723.375000 Penalty: 3663.074707
	Iteration 19Q: 3 clusters Score -226723.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -226723.375000 Penalty: 3663.074707
	Iteration 20F: 3 clusters Score -226723.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 54403 members 
Mstep: Class 3 contains 57874 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 50578 members 
Mstep: Class 6 contains 49721 members 
Mstep: Class 7 contains 46180 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 52139 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 16 contains 55009 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 20 contains 78646 members 
Mstep: Class 21 contains 46764 members 
Mstep: Class 22 contains 20872 members 
Entering Unmasked Estep 
Score: -106592712.000000 Penalty: 69157.984375
Splitting cluster 15 changes total score from -106592144.000000 to -106592712.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 16 (55009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Entering Unmasked Estep 
Score: -10154069.000000 Penalty: 2706.982422
	Iteration 0F: 2 clusters Score -1.015407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -10123317.000000 Penalty: 5413.964844
	Iteration 0F: 3 clusters Score -1.012332e+07 nChanged 25490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -10137783.000000 Penalty: 5413.964844
	Iteration 1F: 3 clusters Score -1.013778e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -10138784.000000 Penalty: 5413.964844
	Iteration 2Q: 3 clusters Score -1.013878e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -10140211.000000 Penalty: 5413.964844
	Iteration 3F: 3 clusters Score -1.014021e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -10142087.000000 Penalty: 5413.964844
	Iteration 4F: 3 clusters Score -1.014209e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -10144368.000000 Penalty: 5413.964844
	Iteration 5F: 3 clusters Score -1.014437e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -10147441.000000 Penalty: 5413.964844
	Iteration 6F: 3 clusters Score -1.014744e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -10150658.000000 Penalty: 5413.964844
	Iteration 7F: 3 clusters Score -1.015066e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -10153257.000000 Penalty: 5413.964844
	Iteration 8F: 3 clusters Score -1.015326e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -10154614.000000 Penalty: 5413.964844
	Iteration 9Q: 3 clusters Score -1.015461e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -10155042.000000 Penalty: 5413.964844
	Iteration 10Q: 3 clusters Score -1.015504e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -10155178.000000 Penalty: 5413.964844
	Iteration 11Q: 3 clusters Score -1.015518e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -10155134.000000 Penalty: 5413.964844
	Iteration 12Q: 3 clusters Score -1.015513e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -10154933.000000 Penalty: 5413.964844
	Iteration 13Q: 3 clusters Score -1.015493e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -10154859.000000 Penalty: 5413.964844
	Iteration 14Q: 3 clusters Score -1.015486e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -10154702.000000 Penalty: 5413.964844
	Iteration 15Q: 3 clusters Score -1.01547e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -10154549.000000 Penalty: 5413.964844
	Iteration 16Q: 3 clusters Score -1.015455e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -10154366.000000 Penalty: 5413.964844
	Iteration 17Q: 3 clusters Score -1.015437e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -10154227.000000 Penalty: 5413.964844
	Iteration 18Q: 3 clusters Score -1.015423e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -10154150.000000 Penalty: 5413.964844
	Iteration 19Q: 3 clusters Score -1.015415e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -10154021.000000 Penalty: 5413.964844
	Iteration 20F: 3 clusters Score -1.015402e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -10153952.000000 Penalty: 5413.964844
	Iteration 21Q: 3 clusters Score -1.015395e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -10153892.000000 Penalty: 5413.964844
	Iteration 22Q: 3 clusters Score -1.015389e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -10153831.000000 Penalty: 5413.964844
	Iteration 23Q: 3 clusters Score -1.015383e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10153755.000000 Penalty: 5413.964844
	Iteration 24Q: 3 clusters Score -1.015376e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -10153731.000000 Penalty: 5413.964844
	Iteration 25Q: 3 clusters Score -1.015373e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -10153672.000000 Penalty: 5413.964844
	Iteration 26Q: 3 clusters Score -1.015367e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -10153644.000000 Penalty: 5413.964844
	Iteration 27Q: 3 clusters Score -1.015364e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -10153606.000000 Penalty: 5413.964844
	Iteration 28Q: 3 clusters Score -1.015361e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10153582.000000 Penalty: 5413.964844
	Iteration 29Q: 3 clusters Score -1.015358e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -10153526.000000 Penalty: 5413.964844
	Iteration 30Q: 3 clusters Score -1.015353e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -10153476.000000 Penalty: 5413.964844
	Iteration 31Q: 3 clusters Score -1.015348e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -10153432.000000 Penalty: 5413.964844
	Iteration 32Q: 3 clusters Score -1.015343e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -10153390.000000 Penalty: 5413.964844
	Iteration 33Q: 3 clusters Score -1.015339e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -10153381.000000 Penalty: 5413.964844
	Iteration 34Q: 3 clusters Score -1.015338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -10153369.000000 Penalty: 5413.964844
	Iteration 35Q: 3 clusters Score -1.015337e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -10153350.000000 Penalty: 5413.964844
	Iteration 36Q: 3 clusters Score -1.015335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -10153339.000000 Penalty: 5413.964844
	Iteration 37Q: 3 clusters Score -1.015334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10153315.000000 Penalty: 5413.964844
	Iteration 38Q: 3 clusters Score -1.015332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10153299.000000 Penalty: 5413.964844
	Iteration 39Q: 3 clusters Score -1.01533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10153300.000000 Penalty: 5413.964844
	Iteration 40F: 3 clusters Score -1.01533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10153270.000000 Penalty: 5413.964844
	Iteration 41Q: 3 clusters Score -1.015327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -10153267.000000 Penalty: 5413.964844
	Iteration 42Q: 3 clusters Score -1.015327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10153252.000000 Penalty: 5413.964844
	Iteration 43Q: 3 clusters Score -1.015325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10153245.000000 Penalty: 5413.964844
	Iteration 44Q: 3 clusters Score -1.015324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -10153244.000000 Penalty: 5413.964844
	Iteration 45Q: 3 clusters Score -1.015324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -10153242.000000 Penalty: 5413.964844
	Iteration 46Q: 3 clusters Score -1.015324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10153228.000000 Penalty: 5413.964844
	Iteration 47Q: 3 clusters Score -1.015323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -10153234.000000 Penalty: 5413.964844
	Iteration 48Q: 3 clusters Score -1.015323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10153229.000000 Penalty: 5413.964844
	Iteration 49Q: 3 clusters Score -1.015323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10153226.000000 Penalty: 5413.964844
	Iteration 50Q: 3 clusters Score -1.015323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -10153239.000000 Penalty: 5413.964844
	Iteration 51Q: 3 clusters Score -1.015324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10153227.000000 Penalty: 5413.964844
	Iteration 52Q: 3 clusters Score -1.015323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10153221.000000 Penalty: 5413.964844
	Iteration 53Q: 3 clusters Score -1.015322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10153219.000000 Penalty: 5413.964844
	Iteration 54Q: 3 clusters Score -1.015322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10153232.000000 Penalty: 5413.964844
	Iteration 55Q: 3 clusters Score -1.015323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -10153235.000000 Penalty: 5413.964844
	Iteration 56Q: 3 clusters Score -1.015324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10153218.000000 Penalty: 5413.964844
	Iteration 57Q: 3 clusters Score -1.015322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10153215.000000 Penalty: 5413.964844
	Iteration 58Q: 3 clusters Score -1.015322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10153222.000000 Penalty: 5413.964844
	Iteration 59Q: 3 clusters Score -1.015322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -10153216.000000 Penalty: 5413.964844
	Iteration 60F: 3 clusters Score -1.015322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10153221.000000 Penalty: 5413.964844
	Iteration 61Q: 3 clusters Score -1.015322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -10153220.000000 Penalty: 5413.964844
	Iteration 62Q: 3 clusters Score -1.015322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10153221.000000 Penalty: 5413.964844
	Iteration 63Q: 3 clusters Score -1.015322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10153210.000000 Penalty: 5413.964844
	Iteration 64Q: 3 clusters Score -1.015321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10153199.000000 Penalty: 5413.964844
	Iteration 65Q: 3 clusters Score -1.01532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -10153200.000000 Penalty: 5413.964844
	Iteration 66Q: 3 clusters Score -1.01532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10153199.000000 Penalty: 5413.964844
	Iteration 67Q: 3 clusters Score -1.01532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10153214.000000 Penalty: 5413.964844
	Iteration 68Q: 3 clusters Score -1.015321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10153205.000000 Penalty: 5413.964844
	Iteration 69Q: 3 clusters Score -1.01532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10153207.000000 Penalty: 5413.964844
	Iteration 70Q: 3 clusters Score -1.015321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10153207.000000 Penalty: 5413.964844
	Iteration 71F: 3 clusters Score -1.015321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Entering Unmasked Estep 
Score: -8798319.000000 Penalty: 2670.563477
	Iteration 0F: 2 clusters Score -8798319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -8769153.000000 Penalty: 5341.126953
	Iteration 0F: 3 clusters Score -8769153 nChanged 21574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -8781081.000000 Penalty: 5341.126953
	Iteration 1F: 3 clusters Score -8781081 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -8782140.000000 Penalty: 5341.126953
	Iteration 2Q: 3 clusters Score -8782140 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -8783748.000000 Penalty: 5341.126953
	Iteration 3F: 3 clusters Score -8783748 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -8785794.000000 Penalty: 5341.126953
	Iteration 4F: 3 clusters Score -8785794 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -8788378.000000 Penalty: 5341.126953
	Iteration 5F: 3 clusters Score -8788378 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -8791362.000000 Penalty: 5341.126953
	Iteration 6F: 3 clusters Score -8791362 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -8794112.000000 Penalty: 5341.126953
	Iteration 7F: 3 clusters Score -8794112 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -8795622.000000 Penalty: 5341.126953
	Iteration 8F: 3 clusters Score -8795622 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -8796174.000000 Penalty: 5341.126953
	Iteration 9Q: 3 clusters Score -8796174 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -8796356.000000 Penalty: 5341.126953
	Iteration 10Q: 3 clusters Score -8796356 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -8796410.000000 Penalty: 5341.126953
	Iteration 11Q: 3 clusters Score -8796410 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -8796520.000000 Penalty: 5341.126953
	Iteration 12Q: 3 clusters Score -8796520 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -8796587.000000 Penalty: 5341.126953
	Iteration 13Q: 3 clusters Score -8796587 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8796641.000000 Penalty: 5341.126953
	Iteration 14Q: 3 clusters Score -8796641 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -8796694.000000 Penalty: 5341.126953
	Iteration 15Q: 3 clusters Score -8796694 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -8796741.000000 Penalty: 5341.126953
	Iteration 16Q: 3 clusters Score -8796741 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -8796786.000000 Penalty: 5341.126953
	Iteration 17Q: 3 clusters Score -8796786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -8796827.000000 Penalty: 5341.126953
	Iteration 18Q: 3 clusters Score -8796827 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -8796857.000000 Penalty: 5341.126953
	Iteration 19Q: 3 clusters Score -8796857 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -8796868.000000 Penalty: 5341.126953
	Iteration 20F: 3 clusters Score -8796868 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -8796910.000000 Penalty: 5341.126953
	Iteration 21Q: 3 clusters Score -8796910 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -8796952.000000 Penalty: 5341.126953
	Iteration 22Q: 3 clusters Score -8796952 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -8796991.000000 Penalty: 5341.126953
	Iteration 23Q: 3 clusters Score -8796991 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -8797035.000000 Penalty: 5341.126953
	Iteration 24Q: 3 clusters Score -8797035 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -8797076.000000 Penalty: 5341.126953
	Iteration 25Q: 3 clusters Score -8797076 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -8797096.000000 Penalty: 5341.126953
	Iteration 26Q: 3 clusters Score -8797096 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -8797129.000000 Penalty: 5341.126953
	Iteration 27Q: 3 clusters Score -8797129 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -8797166.000000 Penalty: 5341.126953
	Iteration 28Q: 3 clusters Score -8797166 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -8797203.000000 Penalty: 5341.126953
	Iteration 29Q: 3 clusters Score -8797203 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -8797253.000000 Penalty: 5341.126953
	Iteration 30Q: 3 clusters Score -8797253 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -8797301.000000 Penalty: 5341.126953
	Iteration 31Q: 3 clusters Score -8797301 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -8797328.000000 Penalty: 5341.126953
	Iteration 32Q: 3 clusters Score -8797328 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -8797378.000000 Penalty: 5341.126953
	Iteration 33Q: 3 clusters Score -8797378 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -8797420.000000 Penalty: 5341.126953
	Iteration 34Q: 3 clusters Score -8797420 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -8797432.000000 Penalty: 5341.126953
	Iteration 35Q: 3 clusters Score -8797432 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -8797455.000000 Penalty: 5341.126953
	Iteration 36Q: 3 clusters Score -8797455 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -8797514.000000 Penalty: 5341.126953
	Iteration 37Q: 3 clusters Score -8797514 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -8797592.000000 Penalty: 5341.126953
	Iteration 38Q: 3 clusters Score -8797592 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -8797632.000000 Penalty: 5341.126953
	Iteration 39Q: 3 clusters Score -8797632 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -8797642.000000 Penalty: 5341.126953
	Iteration 40F: 3 clusters Score -8797642 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -8797708.000000 Penalty: 5341.126953
	Iteration 41Q: 3 clusters Score -8797708 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -8797754.000000 Penalty: 5341.126953
	Iteration 42Q: 3 clusters Score -8797754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -8797755.000000 Penalty: 5341.126953
	Iteration 43Q: 3 clusters Score -8797755 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -8797784.000000 Penalty: 5341.126953
	Iteration 44Q: 3 clusters Score -8797784 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -8797818.000000 Penalty: 5341.126953
	Iteration 45Q: 3 clusters Score -8797818 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -8797827.000000 Penalty: 5341.126953
	Iteration 46Q: 3 clusters Score -8797827 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -8797875.000000 Penalty: 5341.126953
	Iteration 47Q: 3 clusters Score -8797875 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -8797885.000000 Penalty: 5341.126953
	Iteration 48Q: 3 clusters Score -8797885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -8797926.000000 Penalty: 5341.126953
	Iteration 49Q: 3 clusters Score -8797926 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -8797967.000000 Penalty: 5341.126953
	Iteration 50Q: 3 clusters Score -8797967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -8798013.000000 Penalty: 5341.126953
	Iteration 51Q: 3 clusters Score -8798013 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -8798040.000000 Penalty: 5341.126953
	Iteration 52Q: 3 clusters Score -8798040 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -8798052.000000 Penalty: 5341.126953
	Iteration 53Q: 3 clusters Score -8798052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -8798082.000000 Penalty: 5341.126953
	Iteration 54Q: 3 clusters Score -8798082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -8798083.000000 Penalty: 5341.126953
	Iteration 55Q: 3 clusters Score -8798083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -8798103.000000 Penalty: 5341.126953
	Iteration 56Q: 3 clusters Score -8798103 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -8798128.000000 Penalty: 5341.126953
	Iteration 57Q: 3 clusters Score -8798128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -8798162.000000 Penalty: 5341.126953
	Iteration 58Q: 3 clusters Score -8798162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -8798201.000000 Penalty: 5341.126953
	Iteration 59Q: 3 clusters Score -8798201 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -8798235.000000 Penalty: 5341.126953
	Iteration 60F: 3 clusters Score -8798235 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -8798269.000000 Penalty: 5341.126953
	Iteration 61Q: 3 clusters Score -8798269 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -8798284.000000 Penalty: 5341.126953
	Iteration 62Q: 3 clusters Score -8798284 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -8798314.000000 Penalty: 5341.126953
	Iteration 63Q: 3 clusters Score -8798314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -8798344.000000 Penalty: 5341.126953
	Iteration 64Q: 3 clusters Score -8798344 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -8798366.000000 Penalty: 5341.126953
	Iteration 65Q: 3 clusters Score -8798366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -8798374.000000 Penalty: 5341.126953
	Iteration 66Q: 3 clusters Score -8798374 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -8798413.000000 Penalty: 5341.126953
	Iteration 67Q: 3 clusters Score -8798413 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -8798434.000000 Penalty: 5341.126953
	Iteration 68Q: 3 clusters Score -8798434 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -8798485.000000 Penalty: 5341.126953
	Iteration 69Q: 3 clusters Score -8798485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -8798516.000000 Penalty: 5341.126953
	Iteration 70Q: 3 clusters Score -8798516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -8798553.000000 Penalty: 5341.126953
	Iteration 71Q: 3 clusters Score -8798553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -8798568.000000 Penalty: 5341.126953
	Iteration 72Q: 3 clusters Score -8798568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -8798568.000000 Penalty: 5341.126953
	Iteration 73Q: 3 clusters Score -8798568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -8798581.000000 Penalty: 5341.126953
	Iteration 74Q: 3 clusters Score -8798581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -8798598.000000 Penalty: 5341.126953
	Iteration 75Q: 3 clusters Score -8798598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -8798618.000000 Penalty: 5341.126953
	Iteration 76Q: 3 clusters Score -8798618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -8798630.000000 Penalty: 5341.126953
	Iteration 77Q: 3 clusters Score -8798630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -8798633.000000 Penalty: 5341.126953
	Iteration 78Q: 3 clusters Score -8798633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -8798642.000000 Penalty: 5341.126953
	Iteration 79Q: 3 clusters Score -8798642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -8798650.000000 Penalty: 5341.126953
	Iteration 80F: 3 clusters Score -8798650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -8798661.000000 Penalty: 5341.126953
	Iteration 81Q: 3 clusters Score -8798661 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -8798654.000000 Penalty: 5341.126953
	Iteration 82Q: 3 clusters Score -8798654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -8798659.000000 Penalty: 5341.126953
	Iteration 83Q: 3 clusters Score -8798659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8798652.000000 Penalty: 5341.126953
	Iteration 84Q: 3 clusters Score -8798652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -8798670.000000 Penalty: 5341.126953
	Iteration 85Q: 3 clusters Score -8798670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -8798664.000000 Penalty: 5341.126953
	Iteration 86Q: 3 clusters Score -8798664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -8798699.000000 Penalty: 5341.126953
	Iteration 87Q: 3 clusters Score -8798699 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -8798686.000000 Penalty: 5341.126953
	Iteration 88Q: 3 clusters Score -8798686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -8798681.000000 Penalty: 5341.126953
	Iteration 89Q: 3 clusters Score -8798681 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -8798693.000000 Penalty: 5341.126953
	Iteration 90Q: 3 clusters Score -8798693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -8798697.000000 Penalty: 5341.126953
	Iteration 91Q: 3 clusters Score -8798697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -8798687.000000 Penalty: 5341.126953
	Iteration 92Q: 3 clusters Score -8798687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -8798683.000000 Penalty: 5341.126953
	Iteration 93Q: 3 clusters Score -8798683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -8798685.000000 Penalty: 5341.126953
	Iteration 94Q: 3 clusters Score -8798685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8798685.000000 Penalty: 5341.126953
	Iteration 95Q: 3 clusters Score -8798685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -8798679.000000 Penalty: 5341.126953
	Iteration 96Q: 3 clusters Score -8798679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -8798693.000000 Penalty: 5341.126953
	Iteration 97Q: 3 clusters Score -8798693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -8798717.000000 Penalty: 5341.126953
	Iteration 98Q: 3 clusters Score -8798717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -8798724.000000 Penalty: 5341.126953
	Iteration 99Q: 3 clusters Score -8798724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -8798721.000000 Penalty: 5341.126953
	Iteration 100F: 3 clusters Score -8798721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -8798734.000000 Penalty: 5341.126953
	Iteration 101Q: 3 clusters Score -8798734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -8798737.000000 Penalty: 5341.126953
	Iteration 102Q: 3 clusters Score -8798737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -8798774.000000 Penalty: 5341.126953
	Iteration 103Q: 3 clusters Score -8798774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -8798788.000000 Penalty: 5341.126953
	Iteration 104Q: 3 clusters Score -8798788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8798760.000000 Penalty: 5341.126953
	Iteration 105Q: 3 clusters Score -8798760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -8798747.000000 Penalty: 5341.126953
	Iteration 106Q: 3 clusters Score -8798747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -8798756.000000 Penalty: 5341.126953
	Iteration 107Q: 3 clusters Score -8798756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -8798765.000000 Penalty: 5341.126953
	Iteration 108Q: 3 clusters Score -8798765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8798754.000000 Penalty: 5341.126953
	Iteration 109Q: 3 clusters Score -8798754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -8798760.000000 Penalty: 5341.126953
	Iteration 110Q: 3 clusters Score -8798760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -8798758.000000 Penalty: 5341.126953
	Iteration 111Q: 3 clusters Score -8798758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -8798764.000000 Penalty: 5341.126953
	Iteration 112Q: 3 clusters Score -8798764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8798768.000000 Penalty: 5341.126953
	Iteration 113Q: 3 clusters Score -8798768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -8798765.000000 Penalty: 5341.126953
	Iteration 114Q: 3 clusters Score -8798765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8798760.000000 Penalty: 5341.126953
	Iteration 115Q: 3 clusters Score -8798760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -8798763.000000 Penalty: 5341.126953
	Iteration 116Q: 3 clusters Score -8798763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -8798749.000000 Penalty: 5341.126953
	Iteration 117Q: 3 clusters Score -8798749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8798742.000000 Penalty: 5341.126953
	Iteration 118Q: 3 clusters Score -8798742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -8798732.000000 Penalty: 5341.126953
	Iteration 119Q: 3 clusters Score -8798732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -8798707.000000 Penalty: 5341.126953
	Iteration 120F: 3 clusters Score -8798707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -8798714.000000 Penalty: 5341.126953
	Iteration 121Q: 3 clusters Score -8798714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8798717.000000 Penalty: 5341.126953
	Iteration 122Q: 3 clusters Score -8798717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -8798696.000000 Penalty: 5341.126953
	Iteration 123Q: 3 clusters Score -8798696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8798692.000000 Penalty: 5341.126953
	Iteration 124Q: 3 clusters Score -8798692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -8798692.000000 Penalty: 5341.126953
	Iteration 125Q: 3 clusters Score -8798692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8798676.000000 Penalty: 5341.126953
	Iteration 126Q: 3 clusters Score -8798676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -8798664.000000 Penalty: 5341.126953
	Iteration 127Q: 3 clusters Score -8798664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -8798658.000000 Penalty: 5341.126953
	Iteration 128Q: 3 clusters Score -8798658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -8798653.000000 Penalty: 5341.126953
	Iteration 129Q: 3 clusters Score -8798653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -8798634.000000 Penalty: 5341.126953
	Iteration 130Q: 3 clusters Score -8798634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -8798616.000000 Penalty: 5341.126953
	Iteration 131Q: 3 clusters Score -8798616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -8798623.000000 Penalty: 5341.126953
	Iteration 132Q: 3 clusters Score -8798623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8798607.000000 Penalty: 5341.126953
	Iteration 133Q: 3 clusters Score -8798607 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -8798608.000000 Penalty: 5341.126953
	Iteration 134Q: 3 clusters Score -8798608 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -8798623.000000 Penalty: 5341.126953
	Iteration 135Q: 3 clusters Score -8798623 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -8798604.000000 Penalty: 5341.126953
	Iteration 136Q: 3 clusters Score -8798604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8798581.000000 Penalty: 5341.126953
	Iteration 137Q: 3 clusters Score -8798581 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -8798577.000000 Penalty: 5341.126953
	Iteration 138Q: 3 clusters Score -8798577 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -8798576.000000 Penalty: 5341.126953
	Iteration 139Q: 3 clusters Score -8798576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -8798558.000000 Penalty: 5341.126953
	Iteration 140F: 3 clusters Score -8798558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -8798498.000000 Penalty: 5341.126953
	Iteration 141Q: 3 clusters Score -8798498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -8798475.000000 Penalty: 5341.126953
	Iteration 142Q: 3 clusters Score -8798475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -8798450.000000 Penalty: 5341.126953
	Iteration 143Q: 3 clusters Score -8798450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -8798441.000000 Penalty: 5341.126953
	Iteration 144Q: 3 clusters Score -8798441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -8798416.000000 Penalty: 5341.126953
	Iteration 145Q: 3 clusters Score -8798416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -8798413.000000 Penalty: 5341.126953
	Iteration 146Q: 3 clusters Score -8798413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8798402.000000 Penalty: 5341.126953
	Iteration 147Q: 3 clusters Score -8798402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8798391.000000 Penalty: 5341.126953
	Iteration 148Q: 3 clusters Score -8798391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -8798372.000000 Penalty: 5341.126953
	Iteration 149Q: 3 clusters Score -8798372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -8798352.000000 Penalty: 5341.126953
	Iteration 150Q: 3 clusters Score -8798352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -8798342.000000 Penalty: 5341.126953
	Iteration 151Q: 3 clusters Score -8798342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8798349.000000 Penalty: 5341.126953
	Iteration 152Q: 3 clusters Score -8798349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -8798338.000000 Penalty: 5341.126953
	Iteration 153Q: 3 clusters Score -8798338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -8798329.000000 Penalty: 5341.126953
	Iteration 154Q: 3 clusters Score -8798329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -8798305.000000 Penalty: 5341.126953
	Iteration 155Q: 3 clusters Score -8798305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -8798300.000000 Penalty: 5341.126953
	Iteration 156Q: 3 clusters Score -8798300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -8798283.000000 Penalty: 5341.126953
	Iteration 157Q: 3 clusters Score -8798283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -8798271.000000 Penalty: 5341.126953
	Iteration 158Q: 3 clusters Score -8798271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8798259.000000 Penalty: 5341.126953
	Iteration 159Q: 3 clusters Score -8798259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -8798260.000000 Penalty: 5341.126953
	Iteration 160F: 3 clusters Score -8798260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8798250.000000 Penalty: 5341.126953
	Iteration 161Q: 3 clusters Score -8798250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -8798257.000000 Penalty: 5341.126953
	Iteration 162Q: 3 clusters Score -8798257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -8798259.000000 Penalty: 5341.126953
	Iteration 163Q: 3 clusters Score -8798259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -8798251.000000 Penalty: 5341.126953
	Iteration 164Q: 3 clusters Score -8798251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -8798234.000000 Penalty: 5341.126953
	Iteration 165Q: 3 clusters Score -8798234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -8798243.000000 Penalty: 5341.126953
	Iteration 166Q: 3 clusters Score -8798243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -8798230.000000 Penalty: 5341.126953
	Iteration 167Q: 3 clusters Score -8798230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -8798243.000000 Penalty: 5341.126953
	Iteration 168Q: 3 clusters Score -8798243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -8798248.000000 Penalty: 5341.126953
	Iteration 169Q: 3 clusters Score -8798248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -8798250.000000 Penalty: 5341.126953
	Iteration 170Q: 3 clusters Score -8798250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -8798251.000000 Penalty: 5341.126953
	Iteration 171Q: 3 clusters Score -8798251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -8798251.000000 Penalty: 5341.126953
	Iteration 172Q: 3 clusters Score -8798251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -8798259.000000 Penalty: 5341.126953
	Iteration 173Q: 3 clusters Score -8798259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -8798246.000000 Penalty: 5341.126953
	Iteration 174Q: 3 clusters Score -8798246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -8798239.000000 Penalty: 5341.126953
	Iteration 175Q: 3 clusters Score -8798239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -8798233.000000 Penalty: 5341.126953
	Iteration 176Q: 3 clusters Score -8798233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -8798231.000000 Penalty: 5341.126953
	Iteration 177Q: 3 clusters Score -8798231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -8798227.000000 Penalty: 5341.126953
	Iteration 178Q: 3 clusters Score -8798227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -8798229.000000 Penalty: 5341.126953
	Iteration 179Q: 3 clusters Score -8798229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -8798230.000000 Penalty: 5341.126953
	Iteration 180F: 3 clusters Score -8798230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -8798225.000000 Penalty: 5341.126953
	Iteration 181Q: 3 clusters Score -8798225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -8798228.000000 Penalty: 5341.126953
	Iteration 182Q: 3 clusters Score -8798228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -8798233.000000 Penalty: 5341.126953
	Iteration 183Q: 3 clusters Score -8798233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -8798233.000000 Penalty: 5341.126953
	Iteration 184Q: 3 clusters Score -8798233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8798239.000000 Penalty: 5341.126953
	Iteration 185Q: 3 clusters Score -8798239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8798239.000000 Penalty: 5341.126953
	Iteration 186F: 3 clusters Score -8798239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -239478.687500 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -239478.7 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 701 members 
Entering Unmasked Estep 
Score: -237304.468750 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -237304.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -237807.859375 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -237807.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -238102.421875 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -238102.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -238295.656250 Penalty: 3581.668213
	Iteration 3F: 3 clusters Score -238295.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -238487.921875 Penalty: 3581.668213
	Iteration 4F: 3 clusters Score -238487.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -238613.234375 Penalty: 3581.668213
	Iteration 5F: 3 clusters Score -238613.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -238700.390625 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -238700.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -238765.828125 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -238765.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -238801.156250 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -238801.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -238815.140625 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -238815.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -238830.281250 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -238830.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -238842.015625 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -238842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -238850.703125 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -238850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -238853.609375 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -238853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -238856.078125 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -238856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -238861.203125 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -238861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -238861.203125 Penalty: 3581.668213
	Iteration 16F: 3 clusters Score -238861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Entering Unmasked Estep 
Score: -14438155.000000 Penalty: 2795.632568
	Iteration 0F: 2 clusters Score -1.443816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -14399494.000000 Penalty: 5591.265137
	Iteration 0F: 3 clusters Score -1.439949e+07 nChanged 37156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -14421319.000000 Penalty: 5591.265137
	Iteration 1F: 3 clusters Score -1.442132e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -14422466.000000 Penalty: 5591.265137
	Iteration 2Q: 3 clusters Score -1.442247e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -14423924.000000 Penalty: 5591.265137
	Iteration 3F: 3 clusters Score -1.442392e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -14426092.000000 Penalty: 5591.265137
	Iteration 4F: 3 clusters Score -1.442609e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -14428413.000000 Penalty: 5591.265137
	Iteration 5F: 3 clusters Score -1.442841e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -14431552.000000 Penalty: 5591.265137
	Iteration 6F: 3 clusters Score -1.443155e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -14434232.000000 Penalty: 5591.265137
	Iteration 7F: 3 clusters Score -1.443423e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -14435719.000000 Penalty: 5591.265137
	Iteration 8Q: 3 clusters Score -1.443572e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -14436215.000000 Penalty: 5591.265137
	Iteration 9Q: 3 clusters Score -1.443622e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -14436397.000000 Penalty: 5591.265137
	Iteration 10Q: 3 clusters Score -1.44364e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -14436476.000000 Penalty: 5591.265137
	Iteration 11Q: 3 clusters Score -1.443648e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -14436549.000000 Penalty: 5591.265137
	Iteration 12Q: 3 clusters Score -1.443655e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -14436582.000000 Penalty: 5591.265137
	Iteration 13Q: 3 clusters Score -1.443658e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -14436744.000000 Penalty: 5591.265137
	Iteration 14Q: 3 clusters Score -1.443674e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -14436773.000000 Penalty: 5591.265137
	Iteration 15Q: 3 clusters Score -1.443677e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -14436774.000000 Penalty: 5591.265137
	Iteration 16Q: 3 clusters Score -1.443677e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -14436846.000000 Penalty: 5591.265137
	Iteration 17Q: 3 clusters Score -1.443685e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -14437048.000000 Penalty: 5591.265137
	Iteration 18Q: 3 clusters Score -1.443705e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -14437381.000000 Penalty: 5591.265137
	Iteration 19Q: 3 clusters Score -1.443738e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -14437650.000000 Penalty: 5591.265137
	Iteration 20F: 3 clusters Score -1.443765e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -14437980.000000 Penalty: 5591.265137
	Iteration 21Q: 3 clusters Score -1.443798e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -14438402.000000 Penalty: 5591.265137
	Iteration 22Q: 3 clusters Score -1.44384e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -14438819.000000 Penalty: 5591.265137
	Iteration 23Q: 3 clusters Score -1.443882e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -14439142.000000 Penalty: 5591.265137
	Iteration 24Q: 3 clusters Score -1.443914e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -14439327.000000 Penalty: 5591.265137
	Iteration 25Q: 3 clusters Score -1.443933e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -14439601.000000 Penalty: 5591.265137
	Iteration 26Q: 3 clusters Score -1.44396e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -14439809.000000 Penalty: 5591.265137
	Iteration 27Q: 3 clusters Score -1.443981e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -14439983.000000 Penalty: 5591.265137
	Iteration 28Q: 3 clusters Score -1.443998e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -14440198.000000 Penalty: 5591.265137
	Iteration 29Q: 3 clusters Score -1.44402e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -14440368.000000 Penalty: 5591.265137
	Iteration 30Q: 3 clusters Score -1.444037e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -14440484.000000 Penalty: 5591.265137
	Iteration 31Q: 3 clusters Score -1.444048e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -14440617.000000 Penalty: 5591.265137
	Iteration 32Q: 3 clusters Score -1.444062e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -14440689.000000 Penalty: 5591.265137
	Iteration 33Q: 3 clusters Score -1.444069e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -14440780.000000 Penalty: 5591.265137
	Iteration 34Q: 3 clusters Score -1.444078e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -14440865.000000 Penalty: 5591.265137
	Iteration 35Q: 3 clusters Score -1.444086e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -14440929.000000 Penalty: 5591.265137
	Iteration 36Q: 3 clusters Score -1.444093e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -14440986.000000 Penalty: 5591.265137
	Iteration 37Q: 3 clusters Score -1.444099e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -14441077.000000 Penalty: 5591.265137
	Iteration 38Q: 3 clusters Score -1.444108e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -14441161.000000 Penalty: 5591.265137
	Iteration 39Q: 3 clusters Score -1.444116e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -14441241.000000 Penalty: 5591.265137
	Iteration 40F: 3 clusters Score -1.444124e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -14441278.000000 Penalty: 5591.265137
	Iteration 41Q: 3 clusters Score -1.444128e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -14441320.000000 Penalty: 5591.265137
	Iteration 42Q: 3 clusters Score -1.444132e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -14441324.000000 Penalty: 5591.265137
	Iteration 43Q: 3 clusters Score -1.444132e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -14441413.000000 Penalty: 5591.265137
	Iteration 44Q: 3 clusters Score -1.444141e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -14441431.000000 Penalty: 5591.265137
	Iteration 45Q: 3 clusters Score -1.444143e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -14441532.000000 Penalty: 5591.265137
	Iteration 46Q: 3 clusters Score -1.444153e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -14441611.000000 Penalty: 5591.265137
	Iteration 47Q: 3 clusters Score -1.444161e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -14441649.000000 Penalty: 5591.265137
	Iteration 48Q: 3 clusters Score -1.444165e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -14441723.000000 Penalty: 5591.265137
	Iteration 49Q: 3 clusters Score -1.444172e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -14441754.000000 Penalty: 5591.265137
	Iteration 50Q: 3 clusters Score -1.444175e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -14441813.000000 Penalty: 5591.265137
	Iteration 51Q: 3 clusters Score -1.444181e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -14441834.000000 Penalty: 5591.265137
	Iteration 52Q: 3 clusters Score -1.444183e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -14441887.000000 Penalty: 5591.265137
	Iteration 53Q: 3 clusters Score -1.444189e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -14441956.000000 Penalty: 5591.265137
	Iteration 54Q: 3 clusters Score -1.444196e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -14441986.000000 Penalty: 5591.265137
	Iteration 55Q: 3 clusters Score -1.444199e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -14442017.000000 Penalty: 5591.265137
	Iteration 56Q: 3 clusters Score -1.444202e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -14442087.000000 Penalty: 5591.265137
	Iteration 57Q: 3 clusters Score -1.444209e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -14442113.000000 Penalty: 5591.265137
	Iteration 58Q: 3 clusters Score -1.444211e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -14442156.000000 Penalty: 5591.265137
	Iteration 59Q: 3 clusters Score -1.444216e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -14442159.000000 Penalty: 5591.265137
	Iteration 60F: 3 clusters Score -1.444216e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -14442172.000000 Penalty: 5591.265137
	Iteration 61Q: 3 clusters Score -1.444217e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -14442204.000000 Penalty: 5591.265137
	Iteration 62Q: 3 clusters Score -1.44422e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -14442220.000000 Penalty: 5591.265137
	Iteration 63Q: 3 clusters Score -1.444222e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -14442157.000000 Penalty: 5591.265137
	Iteration 64Q: 3 clusters Score -1.444216e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -14442121.000000 Penalty: 5591.265137
	Iteration 65Q: 3 clusters Score -1.444212e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -14442115.000000 Penalty: 5591.265137
	Iteration 66Q: 3 clusters Score -1.444212e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -14442091.000000 Penalty: 5591.265137
	Iteration 67Q: 3 clusters Score -1.444209e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -14442098.000000 Penalty: 5591.265137
	Iteration 68Q: 3 clusters Score -1.44421e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -14442059.000000 Penalty: 5591.265137
	Iteration 69Q: 3 clusters Score -1.444206e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -14442008.000000 Penalty: 5591.265137
	Iteration 70Q: 3 clusters Score -1.444201e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -14441996.000000 Penalty: 5591.265137
	Iteration 71Q: 3 clusters Score -1.4442e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -14441982.000000 Penalty: 5591.265137
	Iteration 72Q: 3 clusters Score -1.444198e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -14441990.000000 Penalty: 5591.265137
	Iteration 73Q: 3 clusters Score -1.444199e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -14442022.000000 Penalty: 5591.265137
	Iteration 74Q: 3 clusters Score -1.444202e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -14442008.000000 Penalty: 5591.265137
	Iteration 75Q: 3 clusters Score -1.444201e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -14442037.000000 Penalty: 5591.265137
	Iteration 76Q: 3 clusters Score -1.444204e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -14442010.000000 Penalty: 5591.265137
	Iteration 77Q: 3 clusters Score -1.444201e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -14442029.000000 Penalty: 5591.265137
	Iteration 78Q: 3 clusters Score -1.444203e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -14442061.000000 Penalty: 5591.265137
	Iteration 79Q: 3 clusters Score -1.444206e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -14442085.000000 Penalty: 5591.265137
	Iteration 80F: 3 clusters Score -1.444208e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -14442069.000000 Penalty: 5591.265137
	Iteration 81Q: 3 clusters Score -1.444207e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -14442072.000000 Penalty: 5591.265137
	Iteration 82Q: 3 clusters Score -1.444207e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -14442086.000000 Penalty: 5591.265137
	Iteration 83Q: 3 clusters Score -1.444209e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -14442101.000000 Penalty: 5591.265137
	Iteration 84Q: 3 clusters Score -1.44421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -14442097.000000 Penalty: 5591.265137
	Iteration 85Q: 3 clusters Score -1.44421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -14442087.000000 Penalty: 5591.265137
	Iteration 86Q: 3 clusters Score -1.444209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -14442085.000000 Penalty: 5591.265137
	Iteration 87Q: 3 clusters Score -1.444208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -14442098.000000 Penalty: 5591.265137
	Iteration 88Q: 3 clusters Score -1.44421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -14442087.000000 Penalty: 5591.265137
	Iteration 89Q: 3 clusters Score -1.444209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -14442103.000000 Penalty: 5591.265137
	Iteration 90Q: 3 clusters Score -1.44421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -14442095.000000 Penalty: 5591.265137
	Iteration 91Q: 3 clusters Score -1.44421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -14442094.000000 Penalty: 5591.265137
	Iteration 92Q: 3 clusters Score -1.444209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -14442090.000000 Penalty: 5591.265137
	Iteration 93Q: 3 clusters Score -1.444209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -14442116.000000 Penalty: 5591.265137
	Iteration 94Q: 3 clusters Score -1.444212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -14442116.000000 Penalty: 5591.265137
	Iteration 95Q: 3 clusters Score -1.444212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -14442114.000000 Penalty: 5591.265137
	Iteration 96Q: 3 clusters Score -1.444211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -14442128.000000 Penalty: 5591.265137
	Iteration 97Q: 3 clusters Score -1.444213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -14442127.000000 Penalty: 5591.265137
	Iteration 98Q: 3 clusters Score -1.444213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -14442118.000000 Penalty: 5591.265137
	Iteration 99Q: 3 clusters Score -1.444212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -14442118.000000 Penalty: 5591.265137
	Iteration 100F: 3 clusters Score -1.444212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 54403 members 
Mstep: Class 3 contains 57874 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 50578 members 
Mstep: Class 6 contains 49721 members 
Mstep: Class 7 contains 46180 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 52139 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 16 contains 55009 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 19 contains 29642 members 
Mstep: Class 20 contains 49004 members 
Mstep: Class 21 contains 46764 members 
Mstep: Class 22 contains 20872 members 
Entering Unmasked Estep 
Score: -106596280.000000 Penalty: 72451.218750
Splitting cluster 20 changes total score from -106592144.000000 to -106596280.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 21 (46764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Entering Unmasked Estep 
Score: -8649654.000000 Penalty: 2666.711426
	Iteration 0F: 2 clusters Score -8649654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -8620016.000000 Penalty: 5333.422852
	Iteration 0F: 3 clusters Score -8620016 nChanged 21574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -8632397.000000 Penalty: 5333.422852
	Iteration 1F: 3 clusters Score -8632397 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -8633301.000000 Penalty: 5333.422852
	Iteration 2Q: 3 clusters Score -8633301 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -8634490.000000 Penalty: 5333.422852
	Iteration 3F: 3 clusters Score -8634490 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -8636012.000000 Penalty: 5333.422852
	Iteration 4F: 3 clusters Score -8636012 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -8638332.000000 Penalty: 5333.422852
	Iteration 5F: 3 clusters Score -8638332 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -8641316.000000 Penalty: 5333.422852
	Iteration 6F: 3 clusters Score -8641316 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -8644501.000000 Penalty: 5333.422852
	Iteration 7F: 3 clusters Score -8644501 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -8646542.000000 Penalty: 5333.422852
	Iteration 8F: 3 clusters Score -8646542 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -8647324.000000 Penalty: 5333.422852
	Iteration 9Q: 3 clusters Score -8647324 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -8647667.000000 Penalty: 5333.422852
	Iteration 10Q: 3 clusters Score -8647667 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -8647874.000000 Penalty: 5333.422852
	Iteration 11Q: 3 clusters Score -8647874 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -8648067.000000 Penalty: 5333.422852
	Iteration 12Q: 3 clusters Score -8648067 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -8648267.000000 Penalty: 5333.422852
	Iteration 13Q: 3 clusters Score -8648267 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -8648369.000000 Penalty: 5333.422852
	Iteration 14Q: 3 clusters Score -8648369 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -8648517.000000 Penalty: 5333.422852
	Iteration 15Q: 3 clusters Score -8648517 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -8648662.000000 Penalty: 5333.422852
	Iteration 16Q: 3 clusters Score -8648662 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -8648747.000000 Penalty: 5333.422852
	Iteration 17Q: 3 clusters Score -8648747 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -8648822.000000 Penalty: 5333.422852
	Iteration 18Q: 3 clusters Score -8648822 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -8648815.000000 Penalty: 5333.422852
	Iteration 19Q: 3 clusters Score -8648815 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -8648774.000000 Penalty: 5333.422852
	Iteration 20F: 3 clusters Score -8648774 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -8648714.000000 Penalty: 5333.422852
	Iteration 21Q: 3 clusters Score -8648714 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -8648635.000000 Penalty: 5333.422852
	Iteration 22Q: 3 clusters Score -8648635 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -8648512.000000 Penalty: 5333.422852
	Iteration 23Q: 3 clusters Score -8648512 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -8648468.000000 Penalty: 5333.422852
	Iteration 24Q: 3 clusters Score -8648468 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -8648427.000000 Penalty: 5333.422852
	Iteration 25Q: 3 clusters Score -8648427 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -8648304.000000 Penalty: 5333.422852
	Iteration 26Q: 3 clusters Score -8648304 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8648264.000000 Penalty: 5333.422852
	Iteration 27Q: 3 clusters Score -8648264 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -8648243.000000 Penalty: 5333.422852
	Iteration 28Q: 3 clusters Score -8648243 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -8648186.000000 Penalty: 5333.422852
	Iteration 29Q: 3 clusters Score -8648186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -8648138.000000 Penalty: 5333.422852
	Iteration 30Q: 3 clusters Score -8648138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -8648103.000000 Penalty: 5333.422852
	Iteration 31Q: 3 clusters Score -8648103 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -8648081.000000 Penalty: 5333.422852
	Iteration 32Q: 3 clusters Score -8648081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8648061.000000 Penalty: 5333.422852
	Iteration 33Q: 3 clusters Score -8648061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -8648040.000000 Penalty: 5333.422852
	Iteration 34Q: 3 clusters Score -8648040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -8648028.000000 Penalty: 5333.422852
	Iteration 35Q: 3 clusters Score -8648028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -8648023.000000 Penalty: 5333.422852
	Iteration 36Q: 3 clusters Score -8648023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8648012.000000 Penalty: 5333.422852
	Iteration 37Q: 3 clusters Score -8648012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8648010.000000 Penalty: 5333.422852
	Iteration 38Q: 3 clusters Score -8648010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8647992.000000 Penalty: 5333.422852
	Iteration 39Q: 3 clusters Score -8647992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -8647985.000000 Penalty: 5333.422852
	Iteration 40F: 3 clusters Score -8647985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -8647985.000000 Penalty: 5333.422852
	Iteration 41Q: 3 clusters Score -8647985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -8647986.000000 Penalty: 5333.422852
	Iteration 42Q: 3 clusters Score -8647986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -8647984.000000 Penalty: 5333.422852
	Iteration 43Q: 3 clusters Score -8647984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -8647984.000000 Penalty: 5333.422852
	Iteration 44F: 3 clusters Score -8647984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Entering Unmasked Estep 
Score: -3780383.000000 Penalty: 2466.648682
	Iteration 0F: 2 clusters Score -3780383 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 10557 members 
Entering Unmasked Estep 
Score: -3765860.500000 Penalty: 4933.297363
	Iteration 0F: 3 clusters Score -3765860 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3770698.750000 Penalty: 4933.297363
	Iteration 1F: 3 clusters Score -3770699 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3771132.500000 Penalty: 4933.297363
	Iteration 2F: 3 clusters Score -3771132 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3771502.750000 Penalty: 4933.297363
	Iteration 3Q: 3 clusters Score -3771503 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3771910.750000 Penalty: 4933.297363
	Iteration 4Q: 3 clusters Score -3771911 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3772396.500000 Penalty: 4933.297363
	Iteration 5Q: 3 clusters Score -3772396 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3773016.000000 Penalty: 4933.297363
	Iteration 6F: 3 clusters Score -3773016 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3773828.000000 Penalty: 4933.297363
	Iteration 7F: 3 clusters Score -3773828 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3774912.750000 Penalty: 4933.297363
	Iteration 8F: 3 clusters Score -3774913 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3776037.500000 Penalty: 4933.297363
	Iteration 9F: 3 clusters Score -3776038 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -3777091.250000 Penalty: 4933.297363
	Iteration 10F: 3 clusters Score -3777091 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3777951.500000 Penalty: 4933.297363
	Iteration 11Q: 3 clusters Score -3777952 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3778426.250000 Penalty: 4933.297363
	Iteration 12Q: 3 clusters Score -3778426 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3778601.500000 Penalty: 4933.297363
	Iteration 13Q: 3 clusters Score -3778602 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3778710.250000 Penalty: 4933.297363
	Iteration 14Q: 3 clusters Score -3778710 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3778762.000000 Penalty: 4933.297363
	Iteration 15Q: 3 clusters Score -3778762 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3778803.750000 Penalty: 4933.297363
	Iteration 16Q: 3 clusters Score -3778804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -3778825.250000 Penalty: 4933.297363
	Iteration 17Q: 3 clusters Score -3778825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3778845.000000 Penalty: 4933.297363
	Iteration 18Q: 3 clusters Score -3778845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3778865.750000 Penalty: 4933.297363
	Iteration 19Q: 3 clusters Score -3778866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3778872.750000 Penalty: 4933.297363
	Iteration 20F: 3 clusters Score -3778873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3778880.500000 Penalty: 4933.297363
	Iteration 21Q: 3 clusters Score -3778880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3778891.750000 Penalty: 4933.297363
	Iteration 22Q: 3 clusters Score -3778892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3778898.750000 Penalty: 4933.297363
	Iteration 23Q: 3 clusters Score -3778899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3778903.750000 Penalty: 4933.297363
	Iteration 24Q: 3 clusters Score -3778904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3778900.500000 Penalty: 4933.297363
	Iteration 25Q: 3 clusters Score -3778900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -3778909.250000 Penalty: 4933.297363
	Iteration 26Q: 3 clusters Score -3778909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3778914.500000 Penalty: 4933.297363
	Iteration 27Q: 3 clusters Score -3778914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3778924.250000 Penalty: 4933.297363
	Iteration 28Q: 3 clusters Score -3778924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3778921.500000 Penalty: 4933.297363
	Iteration 29Q: 3 clusters Score -3778922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3778923.750000 Penalty: 4933.297363
	Iteration 30Q: 3 clusters Score -3778924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3778921.000000 Penalty: 4933.297363
	Iteration 31Q: 3 clusters Score -3778921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3778924.250000 Penalty: 4933.297363
	Iteration 32Q: 3 clusters Score -3778924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3778919.250000 Penalty: 4933.297363
	Iteration 33Q: 3 clusters Score -3778919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3778926.000000 Penalty: 4933.297363
	Iteration 34Q: 3 clusters Score -3778926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -3778919.500000 Penalty: 4933.297363
	Iteration 35Q: 3 clusters Score -3778920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3778922.000000 Penalty: 4933.297363
	Iteration 36Q: 3 clusters Score -3778922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3778928.000000 Penalty: 4933.297363
	Iteration 37Q: 3 clusters Score -3778928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3778926.750000 Penalty: 4933.297363
	Iteration 38Q: 3 clusters Score -3778927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3778925.000000 Penalty: 4933.297363
	Iteration 39Q: 3 clusters Score -3778925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3778921.500000 Penalty: 4933.297363
	Iteration 40F: 3 clusters Score -3778922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3778923.500000 Penalty: 4933.297363
	Iteration 41Q: 3 clusters Score -3778924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3778924.750000 Penalty: 4933.297363
	Iteration 42Q: 3 clusters Score -3778925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3778923.500000 Penalty: 4933.297363
	Iteration 43Q: 3 clusters Score -3778924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3778923.500000 Penalty: 4933.297363
	Iteration 44F: 3 clusters Score -3778924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 54403 members 
Mstep: Class 3 contains 57874 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 50578 members 
Mstep: Class 6 contains 49721 members 
Mstep: Class 9 contains 52139 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 16 contains 55009 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 20 contains 49004 members 
Mstep: Class 21 contains 46764 members 
Mstep: Class 22 contains 20872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106601648.000000 Penalty: 72451.218750
Iteration 39Q: 23 clusters Score -1.066016e+08 nChanged 16300
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 54142 members 
Mstep: Class 3 contains 57416 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 49364 members 
Mstep: Class 6 contains 49585 members 
Mstep: Class 7 contains 45310 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 51287 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 2095 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 15917 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 54281 members 
Mstep: Class 17 contains 46989 members 
Mstep: Class 18 contains 1376 members 
Mstep: Class 19 contains 29095 members 
Mstep: Class 20 contains 54656 members 
Mstep: Class 21 contains 46667 members 
Mstep: Class 22 contains 20735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106611912.000000 Penalty: 72451.218750
Iteration 40F: 23 clusters Score -1.066119e+08 nChanged 19316
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 52878 members 
Mstep: Class 3 contains 56168 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 48443 members 
Mstep: Class 6 contains 48736 members 
Mstep: Class 7 contains 46206 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 56205 members 
Mstep: Class 10 contains 298 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 16014 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 16 contains 52817 members 
Mstep: Class 17 contains 46160 members 
Mstep: Class 18 contains 1381 members 
Mstep: Class 19 contains 30540 members 
Mstep: Class 20 contains 57673 members 
Mstep: Class 21 contains 42988 members 
Mstep: Class 22 contains 20591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106614496.000000 Penalty: 72451.218750
Iteration 41Q: 23 clusters Score -1.066145e+08 nChanged 18306
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 52243 members 
Mstep: Class 3 contains 55077 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 47898 members 
Mstep: Class 6 contains 48227 members 
Mstep: Class 7 contains 47251 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 57264 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 16128 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 986 members 
Mstep: Class 16 contains 51704 members 
Mstep: Class 17 contains 45905 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 31888 members 
Mstep: Class 20 contains 59823 members 
Mstep: Class 21 contains 41450 members 
Mstep: Class 22 contains 20535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106616656.000000 Penalty: 72451.218750
Iteration 42Q: 23 clusters Score -1.066167e+08 nChanged 16332
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51841 members 
Mstep: Class 3 contains 54249 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 47189 members 
Mstep: Class 6 contains 47817 members 
Mstep: Class 7 contains 47989 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 56400 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 16228 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 1012 members 
Mstep: Class 16 contains 50758 members 
Mstep: Class 17 contains 45856 members 
Mstep: Class 18 contains 1401 members 
Mstep: Class 19 contains 33446 members 
Mstep: Class 20 contains 61400 members 
Mstep: Class 21 contains 41660 members 
Mstep: Class 22 contains 20530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106619168.000000 Penalty: 72451.218750
Iteration 43Q: 23 clusters Score -1.066192e+08 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 51627 members 
Mstep: Class 3 contains 53462 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 46330 members 
Mstep: Class 6 contains 47623 members 
Mstep: Class 7 contains 48364 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 54833 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 2014 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 16366 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 1034 members 
Mstep: Class 16 contains 49999 members 
Mstep: Class 17 contains 45622 members 
Mstep: Class 18 contains 1401 members 
Mstep: Class 19 contains 35343 members 
Mstep: Class 20 contains 62684 members 
Mstep: Class 21 contains 42536 members 
Mstep: Class 22 contains 20558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106621336.000000 Penalty: 72451.218750
Iteration 44Q: 23 clusters Score -1.066213e+08 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 51486 members 
Mstep: Class 3 contains 52727 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 45457 members 
Mstep: Class 6 contains 47573 members 
Mstep: Class 7 contains 48364 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 53266 members 
Mstep: Class 10 contains 303 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 16515 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 16 contains 49383 members 
Mstep: Class 17 contains 45303 members 
Mstep: Class 18 contains 1411 members 
Mstep: Class 19 contains 37562 members 
Mstep: Class 20 contains 63852 members 
Mstep: Class 21 contains 43283 members 
Mstep: Class 22 contains 20554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106623408.000000 Penalty: 72451.218750
Iteration 45Q: 23 clusters Score -1.066234e+08 nChanged 14782
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 51251 members 
Mstep: Class 3 contains 52071 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 44728 members 
Mstep: Class 6 contains 47524 members 
Mstep: Class 7 contains 48176 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 51882 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 2001 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 16672 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 1050 members 
Mstep: Class 16 contains 48879 members 
Mstep: Class 17 contains 44961 members 
Mstep: Class 18 contains 1422 members 
Mstep: Class 19 contains 40232 members 
Mstep: Class 20 contains 64583 members 
Mstep: Class 21 contains 43805 members 
Mstep: Class 22 contains 20539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106625544.000000 Penalty: 72451.218750
Iteration 46Q: 23 clusters Score -1.066255e+08 nChanged 14548
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 51136 members 
Mstep: Class 3 contains 51469 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 44393 members 
Mstep: Class 6 contains 47443 members 
Mstep: Class 7 contains 47836 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 50738 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 1992 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 16840 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 48382 members 
Mstep: Class 17 contains 44664 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 43342 members 
Mstep: Class 20 contains 64427 members 
Mstep: Class 21 contains 44080 members 
Mstep: Class 22 contains 20541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106627936.000000 Penalty: 72451.218750
Iteration 47Q: 23 clusters Score -1.066279e+08 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 50976 members 
Mstep: Class 3 contains 50919 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 44476 members 
Mstep: Class 6 contains 47368 members 
Mstep: Class 7 contains 47551 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 49791 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 1996 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 16936 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 47974 members 
Mstep: Class 17 contains 44510 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 19 contains 46702 members 
Mstep: Class 20 contains 63323 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 20581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106630904.000000 Penalty: 72451.218750
Iteration 48Q: 23 clusters Score -1.066309e+08 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 50781 members 
Mstep: Class 3 contains 50433 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 44924 members 
Mstep: Class 6 contains 47391 members 
Mstep: Class 7 contains 47429 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 48911 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 17042 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 1052 members 
Mstep: Class 16 contains 47597 members 
Mstep: Class 17 contains 44475 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 19 contains 50040 members 
Mstep: Class 20 contains 61419 members 
Mstep: Class 21 contains 44144 members 
Mstep: Class 22 contains 20652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106632992.000000 Penalty: 72451.218750
Iteration 49Q: 23 clusters Score -1.06633e+08 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 50464 members 
Mstep: Class 3 contains 49940 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 45509 members 
Mstep: Class 6 contains 47566 members 
Mstep: Class 7 contains 47270 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 48213 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 17149 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 1052 members 
Mstep: Class 16 contains 47325 members 
Mstep: Class 17 contains 44378 members 
Mstep: Class 18 contains 1462 members 
Mstep: Class 19 contains 53643 members 
Mstep: Class 20 contains 58898 members 
Mstep: Class 21 contains 44124 members 
Mstep: Class 22 contains 20744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106634688.000000 Penalty: 72451.218750
Iteration 50Q: 23 clusters Score -1.066347e+08 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 50251 members 
Mstep: Class 3 contains 49512 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 45975 members 
Mstep: Class 6 contains 47700 members 
Mstep: Class 7 contains 47155 members 
Mstep: Class 8 contains 777 members 
Mstep: Class 9 contains 47827 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 2000 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 17245 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 1054 members 
Mstep: Class 16 contains 47103 members 
Mstep: Class 17 contains 44295 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 56673 members 
Mstep: Class 20 contains 56452 members 
Mstep: Class 21 contains 44147 members 
Mstep: Class 22 contains 20878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106636272.000000 Penalty: 72451.218750
Iteration 51Q: 23 clusters Score -1.066363e+08 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 50055 members 
Mstep: Class 3 contains 49116 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 46103 members 
Mstep: Class 6 contains 47815 members 
Mstep: Class 7 contains 47081 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 47587 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 1053 members 
Mstep: Class 16 contains 46954 members 
Mstep: Class 17 contains 44319 members 
Mstep: Class 18 contains 1478 members 
Mstep: Class 19 contains 59460 members 
Mstep: Class 20 contains 54314 members 
Mstep: Class 21 contains 44065 members 
Mstep: Class 22 contains 21024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106637208.000000 Penalty: 72451.218750
Iteration 52Q: 23 clusters Score -1.066372e+08 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 49856 members 
Mstep: Class 3 contains 48816 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 46034 members 
Mstep: Class 6 contains 47772 members 
Mstep: Class 7 contains 46980 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47457 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 17379 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 1053 members 
Mstep: Class 16 contains 46779 members 
Mstep: Class 17 contains 44305 members 
Mstep: Class 18 contains 1488 members 
Mstep: Class 19 contains 61936 members 
Mstep: Class 20 contains 52685 members 
Mstep: Class 21 contains 44047 members 
Mstep: Class 22 contains 21162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106638216.000000 Penalty: 72451.218750
Iteration 53Q: 23 clusters Score -1.066382e+08 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 49608 members 
Mstep: Class 3 contains 48493 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 45928 members 
Mstep: Class 6 contains 47763 members 
Mstep: Class 7 contains 46848 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47272 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 1054 members 
Mstep: Class 16 contains 46628 members 
Mstep: Class 17 contains 44230 members 
Mstep: Class 18 contains 1500 members 
Mstep: Class 19 contains 64476 members 
Mstep: Class 20 contains 51310 members 
Mstep: Class 21 contains 43955 members 
Mstep: Class 22 contains 21265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106639080.000000 Penalty: 72451.218750
Iteration 54Q: 23 clusters Score -1.066391e+08 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 49344 members 
Mstep: Class 3 contains 48149 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 45575 members 
Mstep: Class 6 contains 47688 members 
Mstep: Class 7 contains 46710 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47108 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 1055 members 
Mstep: Class 16 contains 46479 members 
Mstep: Class 17 contains 44162 members 
Mstep: Class 18 contains 1505 members 
Mstep: Class 19 contains 67152 members 
Mstep: Class 20 contains 50232 members 
Mstep: Class 21 contains 43739 members 
Mstep: Class 22 contains 21377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106640032.000000 Penalty: 72451.218750
Iteration 55Q: 23 clusters Score -1.0664e+08 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 49087 members 
Mstep: Class 3 contains 47862 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 45292 members 
Mstep: Class 6 contains 47575 members 
Mstep: Class 7 contains 46548 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 46907 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 17535 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 46321 members 
Mstep: Class 17 contains 44104 members 
Mstep: Class 18 contains 1508 members 
Mstep: Class 19 contains 69589 members 
Mstep: Class 20 contains 49323 members 
Mstep: Class 21 contains 43555 members 
Mstep: Class 22 contains 21515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106640624.000000 Penalty: 72451.218750
Iteration 56Q: 23 clusters Score -1.066406e+08 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48801 members 
Mstep: Class 3 contains 47638 members 
Mstep: Class 4 contains 918 members 
Mstep: Class 5 contains 45285 members 
Mstep: Class 6 contains 47442 members 
Mstep: Class 7 contains 46471 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 46749 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 17573 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 46143 members 
Mstep: Class 17 contains 44007 members 
Mstep: Class 18 contains 1513 members 
Mstep: Class 19 contains 71476 members 
Mstep: Class 20 contains 48575 members 
Mstep: Class 21 contains 43386 members 
Mstep: Class 22 contains 21662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106641800.000000 Penalty: 72451.218750
Iteration 57Q: 23 clusters Score -1.066418e+08 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48636 members 
Mstep: Class 3 contains 47438 members 
Mstep: Class 4 contains 922 members 
Mstep: Class 5 contains 45414 members 
Mstep: Class 6 contains 47373 members 
Mstep: Class 7 contains 46400 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 46585 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 2000 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 17646 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 46015 members 
Mstep: Class 17 contains 43986 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 72462 members 
Mstep: Class 20 contains 48162 members 
Mstep: Class 21 contains 43272 members 
Mstep: Class 22 contains 21828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106642656.000000 Penalty: 72451.218750
Iteration 58Q: 23 clusters Score -1.066427e+08 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48451 members 
Mstep: Class 3 contains 47346 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 45497 members 
Mstep: Class 6 contains 47339 members 
Mstep: Class 7 contains 46335 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 46445 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 17715 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 45957 members 
Mstep: Class 17 contains 43972 members 
Mstep: Class 18 contains 1525 members 
Mstep: Class 19 contains 72841 members 
Mstep: Class 20 contains 48031 members 
Mstep: Class 21 contains 43292 members 
Mstep: Class 22 contains 22002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106642272.000000 Penalty: 72451.218750
Iteration 59Q: 23 clusters Score -1.066423e+08 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48320 members 
Mstep: Class 3 contains 47324 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 45476 members 
Mstep: Class 6 contains 47256 members 
Mstep: Class 7 contains 46324 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 46259 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 17763 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 45906 members 
Mstep: Class 17 contains 43957 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 73004 members 
Mstep: Class 20 contains 48120 members 
Mstep: Class 21 contains 43334 members 
Mstep: Class 22 contains 22182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106644760.000000 Penalty: 72451.218750
Iteration 60F: 23 clusters Score -1.066448e+08 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48148 members 
Mstep: Class 3 contains 47192 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 44936 members 
Mstep: Class 6 contains 47242 members 
Mstep: Class 7 contains 46304 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 46117 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 17790 members 
Mstep: Class 14 contains 1742 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 45773 members 
Mstep: Class 17 contains 43763 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 74357 members 
Mstep: Class 20 contains 48016 members 
Mstep: Class 21 contains 43239 members 
Mstep: Class 22 contains 22351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106645248.000000 Penalty: 72451.218750
Iteration 61Q: 23 clusters Score -1.066452e+08 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47961 members 
Mstep: Class 3 contains 47098 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 44661 members 
Mstep: Class 6 contains 47234 members 
Mstep: Class 7 contains 46248 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 46033 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 2004 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 17830 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 45635 members 
Mstep: Class 17 contains 43601 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 75073 members 
Mstep: Class 20 contains 48166 members 
Mstep: Class 21 contains 43161 members 
Mstep: Class 22 contains 22539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106645288.000000 Penalty: 72451.218750
Iteration 62Q: 23 clusters Score -1.066453e+08 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47849 members 
Mstep: Class 3 contains 47006 members 
Mstep: Class 4 contains 922 members 
Mstep: Class 5 contains 44551 members 
Mstep: Class 6 contains 47255 members 
Mstep: Class 7 contains 46128 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 45969 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 17875 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 1057 members 
Mstep: Class 16 contains 45448 members 
Mstep: Class 17 contains 43479 members 
Mstep: Class 18 contains 1561 members 
Mstep: Class 19 contains 75451 members 
Mstep: Class 20 contains 48468 members 
Mstep: Class 21 contains 43059 members 
Mstep: Class 22 contains 22710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106646208.000000 Penalty: 72451.218750
Iteration 63Q: 23 clusters Score -1.066462e+08 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47713 members 
Mstep: Class 3 contains 46922 members 
Mstep: Class 4 contains 922 members 
Mstep: Class 5 contains 44304 members 
Mstep: Class 6 contains 47269 members 
Mstep: Class 7 contains 46040 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 45942 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 2001 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 17906 members 
Mstep: Class 14 contains 1699 members 
Mstep: Class 15 contains 1059 members 
Mstep: Class 16 contains 45331 members 
Mstep: Class 17 contains 43453 members 
Mstep: Class 18 contains 1568 members 
Mstep: Class 19 contains 75589 members 
Mstep: Class 20 contains 48990 members 
Mstep: Class 21 contains 42941 members 
Mstep: Class 22 contains 22849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106646656.000000 Penalty: 72451.218750
Iteration 64Q: 23 clusters Score -1.066467e+08 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47644 members 
Mstep: Class 3 contains 46824 members 
Mstep: Class 4 contains 920 members 
Mstep: Class 5 contains 44127 members 
Mstep: Class 6 contains 47272 members 
Mstep: Class 7 contains 46017 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 45868 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 45219 members 
Mstep: Class 17 contains 43379 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 75602 members 
Mstep: Class 20 contains 49528 members 
Mstep: Class 21 contains 42845 members 
Mstep: Class 22 contains 22978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106646744.000000 Penalty: 72451.218750
Iteration 65Q: 23 clusters Score -1.066467e+08 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47594 members 
Mstep: Class 3 contains 46776 members 
Mstep: Class 4 contains 921 members 
Mstep: Class 5 contains 43957 members 
Mstep: Class 6 contains 47232 members 
Mstep: Class 7 contains 45975 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 45829 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 17982 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 45072 members 
Mstep: Class 17 contains 43328 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 75559 members 
Mstep: Class 20 contains 50143 members 
Mstep: Class 21 contains 42699 members 
Mstep: Class 22 contains 23118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106647184.000000 Penalty: 72451.218750
Iteration 66Q: 23 clusters Score -1.066472e+08 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47535 members 
Mstep: Class 3 contains 46725 members 
Mstep: Class 4 contains 920 members 
Mstep: Class 5 contains 43859 members 
Mstep: Class 6 contains 47223 members 
Mstep: Class 7 contains 45932 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 45834 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 18017 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 1063 members 
Mstep: Class 16 contains 45016 members 
Mstep: Class 17 contains 43235 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 75433 members 
Mstep: Class 20 contains 50619 members 
Mstep: Class 21 contains 42556 members 
Mstep: Class 22 contains 23285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106647336.000000 Penalty: 72451.218750
Iteration 67Q: 23 clusters Score -1.066473e+08 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47465 members 
Mstep: Class 3 contains 46637 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 43985 members 
Mstep: Class 6 contains 47223 members 
Mstep: Class 7 contains 45936 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 45887 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 18041 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 1065 members 
Mstep: Class 16 contains 44988 members 
Mstep: Class 17 contains 43187 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 75020 members 
Mstep: Class 20 contains 51025 members 
Mstep: Class 21 contains 42460 members 
Mstep: Class 22 contains 23429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106648040.000000 Penalty: 72451.218750
Iteration 68Q: 23 clusters Score -1.06648e+08 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47419 members 
Mstep: Class 3 contains 46582 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 5 contains 44368 members 
Mstep: Class 6 contains 47240 members 
Mstep: Class 7 contains 45881 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 45950 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 2001 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 18053 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 1071 members 
Mstep: Class 16 contains 45018 members 
Mstep: Class 17 contains 43187 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 74365 members 
Mstep: Class 20 contains 51185 members 
Mstep: Class 21 contains 42450 members 
Mstep: Class 22 contains 23584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106648800.000000 Penalty: 72451.218750
Iteration 69Q: 23 clusters Score -1.066488e+08 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47334 members 
Mstep: Class 3 contains 46565 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 5 contains 44856 members 
Mstep: Class 6 contains 47241 members 
Mstep: Class 7 contains 45846 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 46048 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 2000 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 18040 members 
Mstep: Class 14 contains 1606 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 45028 members 
Mstep: Class 17 contains 43255 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 73544 members 
Mstep: Class 20 contains 51205 members 
Mstep: Class 21 contains 42572 members 
Mstep: Class 22 contains 23743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649088.000000 Penalty: 72451.218750
Iteration 70Q: 23 clusters Score -1.066491e+08 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47283 members 
Mstep: Class 3 contains 46574 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 45340 members 
Mstep: Class 6 contains 47302 members 
Mstep: Class 7 contains 45820 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 46264 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1991 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 18030 members 
Mstep: Class 14 contains 1589 members 
Mstep: Class 15 contains 1084 members 
Mstep: Class 16 contains 45051 members 
Mstep: Class 17 contains 43334 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 72692 members 
Mstep: Class 20 contains 51049 members 
Mstep: Class 21 contains 42655 members 
Mstep: Class 22 contains 23895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649512.000000 Penalty: 72451.218750
Iteration 71Q: 23 clusters Score -1.066495e+08 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47318 members 
Mstep: Class 3 contains 46582 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 45719 members 
Mstep: Class 6 contains 47318 members 
Mstep: Class 7 contains 45814 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 46451 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1987 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 18024 members 
Mstep: Class 14 contains 1569 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 45136 members 
Mstep: Class 17 contains 43468 members 
Mstep: Class 18 contains 1646 members 
Mstep: Class 19 contains 71849 members 
Mstep: Class 20 contains 50745 members 
Mstep: Class 21 contains 42820 members 
Mstep: Class 22 contains 24056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649448.000000 Penalty: 72451.218750
Iteration 72Q: 23 clusters Score -1.066494e+08 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47284 members 
Mstep: Class 3 contains 46616 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 5 contains 46106 members 
Mstep: Class 6 contains 47358 members 
Mstep: Class 7 contains 45854 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 46634 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1988 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 18028 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 45213 members 
Mstep: Class 17 contains 43618 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 71075 members 
Mstep: Class 20 contains 50321 members 
Mstep: Class 21 contains 42970 members 
Mstep: Class 22 contains 24230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649616.000000 Penalty: 72451.218750
Iteration 73Q: 23 clusters Score -1.066496e+08 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47308 members 
Mstep: Class 3 contains 46596 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 46513 members 
Mstep: Class 6 contains 47416 members 
Mstep: Class 7 contains 45922 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 46820 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1988 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 18020 members 
Mstep: Class 14 contains 1545 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 45248 members 
Mstep: Class 17 contains 43745 members 
Mstep: Class 18 contains 1659 members 
Mstep: Class 19 contains 70316 members 
Mstep: Class 20 contains 49883 members 
Mstep: Class 21 contains 43138 members 
Mstep: Class 22 contains 24381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649312.000000 Penalty: 72451.218750
Iteration 74Q: 23 clusters Score -1.066493e+08 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47391 members 
Mstep: Class 3 contains 46612 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 46818 members 
Mstep: Class 6 contains 47471 members 
Mstep: Class 7 contains 45973 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 47030 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1987 members 
Mstep: Class 12 contains 727 members 
Mstep: Class 13 contains 18023 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 45317 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 69496 members 
Mstep: Class 20 contains 49456 members 
Mstep: Class 21 contains 43294 members 
Mstep: Class 22 contains 24542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649592.000000 Penalty: 72451.218750
Iteration 75Q: 23 clusters Score -1.066496e+08 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47513 members 
Mstep: Class 3 contains 46605 members 
Mstep: Class 4 contains 920 members 
Mstep: Class 5 contains 47106 members 
Mstep: Class 6 contains 47525 members 
Mstep: Class 7 contains 45991 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 47290 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1990 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 1527 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 45381 members 
Mstep: Class 17 contains 44009 members 
Mstep: Class 18 contains 1680 members 
Mstep: Class 19 contains 68525 members 
Mstep: Class 20 contains 49126 members 
Mstep: Class 21 contains 43457 members 
Mstep: Class 22 contains 24738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649200.000000 Penalty: 72451.218750
Iteration 76Q: 23 clusters Score -1.066492e+08 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47605 members 
Mstep: Class 3 contains 46608 members 
Mstep: Class 4 contains 918 members 
Mstep: Class 5 contains 47437 members 
Mstep: Class 6 contains 47588 members 
Mstep: Class 7 contains 46049 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 47522 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1990 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 18053 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 45483 members 
Mstep: Class 17 contains 44151 members 
Mstep: Class 18 contains 1689 members 
Mstep: Class 19 contains 67444 members 
Mstep: Class 20 contains 48833 members 
Mstep: Class 21 contains 43589 members 
Mstep: Class 22 contains 24930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649504.000000 Penalty: 72451.218750
Iteration 77Q: 23 clusters Score -1.066495e+08 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47733 members 
Mstep: Class 3 contains 46654 members 
Mstep: Class 4 contains 918 members 
Mstep: Class 5 contains 47699 members 
Mstep: Class 6 contains 47608 members 
Mstep: Class 7 contains 46097 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 47758 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1989 members 
Mstep: Class 12 contains 728 members 
Mstep: Class 13 contains 18050 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 45556 members 
Mstep: Class 17 contains 44316 members 
Mstep: Class 18 contains 1699 members 
Mstep: Class 19 contains 66435 members 
Mstep: Class 20 contains 48531 members 
Mstep: Class 21 contains 43708 members 
Mstep: Class 22 contains 25140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649832.000000 Penalty: 72451.218750
Iteration 78Q: 23 clusters Score -1.066498e+08 nChanged 6611
Entering ConstructFrom: 
Score: -106649832.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -60582.332031 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -60582.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59077.863281 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -59077.86 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59489.660156 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -59489.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59682.503906 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -59682.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59766.210938 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -59766.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59848.722656 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -59848.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59936.121094 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -59936.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59988.542969 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -59988.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60008.996094 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -60009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60008.996094 Penalty: 3122.451904
	Iteration 8F: 3 clusters Score -60009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Entering Unmasked Estep 
Score: -9070704.000000 Penalty: 2672.363525
	Iteration 0F: 2 clusters Score -9070704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -9043555.000000 Penalty: 5344.727051
	Iteration 0F: 3 clusters Score -9043555 nChanged 22075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -9055564.000000 Penalty: 5344.727051
	Iteration 1F: 3 clusters Score -9055564 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -9056165.000000 Penalty: 5344.727051
	Iteration 2Q: 3 clusters Score -9056165 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -9056872.000000 Penalty: 5344.727051
	Iteration 3Q: 3 clusters Score -9056872 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -9057664.000000 Penalty: 5344.727051
	Iteration 4Q: 3 clusters Score -9057664 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -9058953.000000 Penalty: 5344.727051
	Iteration 5F: 3 clusters Score -9058953 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -9060565.000000 Penalty: 5344.727051
	Iteration 6F: 3 clusters Score -9060565 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -9062545.000000 Penalty: 5344.727051
	Iteration 7F: 3 clusters Score -9062545 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -9064827.000000 Penalty: 5344.727051
	Iteration 8F: 3 clusters Score -9064827 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -9067082.000000 Penalty: 5344.727051
	Iteration 9F: 3 clusters Score -9067082 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -9068350.000000 Penalty: 5344.727051
	Iteration 10F: 3 clusters Score -9068350 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -9068633.000000 Penalty: 5344.727051
	Iteration 11Q: 3 clusters Score -9068633 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9068636.000000 Penalty: 5344.727051
	Iteration 12Q: 3 clusters Score -9068636 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9068662.000000 Penalty: 5344.727051
	Iteration 13Q: 3 clusters Score -9068662 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9068658.000000 Penalty: 5344.727051
	Iteration 14Q: 3 clusters Score -9068658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9068668.000000 Penalty: 5344.727051
	Iteration 15Q: 3 clusters Score -9068668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9068652.000000 Penalty: 5344.727051
	Iteration 16Q: 3 clusters Score -9068652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9068659.000000 Penalty: 5344.727051
	Iteration 17Q: 3 clusters Score -9068659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9068662.000000 Penalty: 5344.727051
	Iteration 18Q: 3 clusters Score -9068662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9068660.000000 Penalty: 5344.727051
	Iteration 19Q: 3 clusters Score -9068660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9068674.000000 Penalty: 5344.727051
	Iteration 20F: 3 clusters Score -9068674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9068678.000000 Penalty: 5344.727051
	Iteration 21Q: 3 clusters Score -9068678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9068693.000000 Penalty: 5344.727051
	Iteration 22Q: 3 clusters Score -9068693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9068697.000000 Penalty: 5344.727051
	Iteration 23Q: 3 clusters Score -9068697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9068696.000000 Penalty: 5344.727051
	Iteration 24Q: 3 clusters Score -9068696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9068696.000000 Penalty: 5344.727051
	Iteration 25F: 3 clusters Score -9068696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Entering Unmasked Estep 
Score: -8670988.000000 Penalty: 2666.175293
	Iteration 0F: 2 clusters Score -8670988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -8642048.000000 Penalty: 5332.350586
	Iteration 0F: 3 clusters Score -8642048 nChanged 21456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -8653867.000000 Penalty: 5332.350586
	Iteration 1F: 3 clusters Score -8653867 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -8654297.000000 Penalty: 5332.350586
	Iteration 2Q: 3 clusters Score -8654297 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -8654732.000000 Penalty: 5332.350586
	Iteration 3Q: 3 clusters Score -8654732 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -8655341.000000 Penalty: 5332.350586
	Iteration 4Q: 3 clusters Score -8655341 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -8656025.000000 Penalty: 5332.350586
	Iteration 5Q: 3 clusters Score -8656025 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -8657015.000000 Penalty: 5332.350586
	Iteration 6Q: 3 clusters Score -8657015 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -8658540.000000 Penalty: 5332.350586
	Iteration 7F: 3 clusters Score -8658540 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -8660732.000000 Penalty: 5332.350586
	Iteration 8F: 3 clusters Score -8660732 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -8663415.000000 Penalty: 5332.350586
	Iteration 9F: 3 clusters Score -8663415 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -8665884.000000 Penalty: 5332.350586
	Iteration 10F: 3 clusters Score -8665884 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -8667353.000000 Penalty: 5332.350586
	Iteration 11Q: 3 clusters Score -8667353 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -8668146.000000 Penalty: 5332.350586
	Iteration 12Q: 3 clusters Score -8668146 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -8668556.000000 Penalty: 5332.350586
	Iteration 13Q: 3 clusters Score -8668556 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -8668834.000000 Penalty: 5332.350586
	Iteration 14Q: 3 clusters Score -8668834 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -8669082.000000 Penalty: 5332.350586
	Iteration 15Q: 3 clusters Score -8669082 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -8669280.000000 Penalty: 5332.350586
	Iteration 16Q: 3 clusters Score -8669280 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -8669530.000000 Penalty: 5332.350586
	Iteration 17Q: 3 clusters Score -8669530 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -8669700.000000 Penalty: 5332.350586
	Iteration 18Q: 3 clusters Score -8669700 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -8669872.000000 Penalty: 5332.350586
	Iteration 19Q: 3 clusters Score -8669872 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -8670059.000000 Penalty: 5332.350586
	Iteration 20F: 3 clusters Score -8670059 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -8670180.000000 Penalty: 5332.350586
	Iteration 21Q: 3 clusters Score -8670180 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -8670291.000000 Penalty: 5332.350586
	Iteration 22Q: 3 clusters Score -8670291 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -8670318.000000 Penalty: 5332.350586
	Iteration 23Q: 3 clusters Score -8670318 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -8670378.000000 Penalty: 5332.350586
	Iteration 24Q: 3 clusters Score -8670378 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8670390.000000 Penalty: 5332.350586
	Iteration 25Q: 3 clusters Score -8670390 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8670392.000000 Penalty: 5332.350586
	Iteration 26Q: 3 clusters Score -8670392 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -8670415.000000 Penalty: 5332.350586
	Iteration 27Q: 3 clusters Score -8670415 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8670395.000000 Penalty: 5332.350586
	Iteration 28Q: 3 clusters Score -8670395 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8670370.000000 Penalty: 5332.350586
	Iteration 29Q: 3 clusters Score -8670370 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8670353.000000 Penalty: 5332.350586
	Iteration 30Q: 3 clusters Score -8670353 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8670334.000000 Penalty: 5332.350586
	Iteration 31Q: 3 clusters Score -8670334 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -8670271.000000 Penalty: 5332.350586
	Iteration 32Q: 3 clusters Score -8670271 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8670283.000000 Penalty: 5332.350586
	Iteration 33Q: 3 clusters Score -8670283 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8670281.000000 Penalty: 5332.350586
	Iteration 34Q: 3 clusters Score -8670281 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8670260.000000 Penalty: 5332.350586
	Iteration 35Q: 3 clusters Score -8670260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8670239.000000 Penalty: 5332.350586
	Iteration 36Q: 3 clusters Score -8670239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8670227.000000 Penalty: 5332.350586
	Iteration 37Q: 3 clusters Score -8670227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8670215.000000 Penalty: 5332.350586
	Iteration 38Q: 3 clusters Score -8670215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8670214.000000 Penalty: 5332.350586
	Iteration 39Q: 3 clusters Score -8670214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8670199.000000 Penalty: 5332.350586
	Iteration 40F: 3 clusters Score -8670199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8670212.000000 Penalty: 5332.350586
	Iteration 41Q: 3 clusters Score -8670212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8670183.000000 Penalty: 5332.350586
	Iteration 42Q: 3 clusters Score -8670183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8670180.000000 Penalty: 5332.350586
	Iteration 43Q: 3 clusters Score -8670180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8670168.000000 Penalty: 5332.350586
	Iteration 44Q: 3 clusters Score -8670168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8670171.000000 Penalty: 5332.350586
	Iteration 45Q: 3 clusters Score -8670171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8670168.000000 Penalty: 5332.350586
	Iteration 46Q: 3 clusters Score -8670168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8670171.000000 Penalty: 5332.350586
	Iteration 47Q: 3 clusters Score -8670171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8670171.000000 Penalty: 5332.350586
	Iteration 48Q: 3 clusters Score -8670171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8670172.000000 Penalty: 5332.350586
	Iteration 49Q: 3 clusters Score -8670172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8670161.000000 Penalty: 5332.350586
	Iteration 50Q: 3 clusters Score -8670161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8670156.000000 Penalty: 5332.350586
	Iteration 51Q: 3 clusters Score -8670156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8670149.000000 Penalty: 5332.350586
	Iteration 52Q: 3 clusters Score -8670149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8670149.000000 Penalty: 5332.350586
	Iteration 53Q: 3 clusters Score -8670149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8670147.000000 Penalty: 5332.350586
	Iteration 54Q: 3 clusters Score -8670147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8670141.000000 Penalty: 5332.350586
	Iteration 55Q: 3 clusters Score -8670141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8670134.000000 Penalty: 5332.350586
	Iteration 56Q: 3 clusters Score -8670134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8670140.000000 Penalty: 5332.350586
	Iteration 57Q: 3 clusters Score -8670140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8670140.000000 Penalty: 5332.350586
	Iteration 58F: 3 clusters Score -8670140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -159537.703125 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -159537.7 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 476 members 
Entering Unmasked Estep 
Score: -157718.453125 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -157718.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -158078.015625 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -158078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -158266.656250 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -158266.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -158383.765625 Penalty: 3383.809814
	Iteration 3F: 3 clusters Score -158383.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -158490.671875 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -158490.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -158569.875000 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -158569.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -158637.406250 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -158637.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -158739.953125 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -158740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -158846.859375 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -158846.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -158942.453125 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -158942.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -159039.921875 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -159039.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -159089.781250 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -159089.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -159118.328125 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -159118.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -159167.125000 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -159167.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -159224.953125 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -159225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -159276.265625 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -159276.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -159290.906250 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -159290.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -159305.468750 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -159305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -159312.031250 Penalty: 3383.809814
	Iteration 18Q: 3 clusters Score -159312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -159313.687500 Penalty: 3383.809814
	Iteration 19Q: 3 clusters Score -159313.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -159313.687500 Penalty: 3383.809814
	Iteration 20F: 3 clusters Score -159313.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Entering Unmasked Estep 
Score: -8876163.000000 Penalty: 2673.258545
	Iteration 0F: 2 clusters Score -8876163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -8847568.000000 Penalty: 5346.517090
	Iteration 0F: 3 clusters Score -8847568 nChanged 22095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -8859727.000000 Penalty: 5346.517090
	Iteration 1F: 3 clusters Score -8859727 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -8860213.000000 Penalty: 5346.517090
	Iteration 2Q: 3 clusters Score -8860213 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -8860631.000000 Penalty: 5346.517090
	Iteration 3Q: 3 clusters Score -8860631 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -8860974.000000 Penalty: 5346.517090
	Iteration 4Q: 3 clusters Score -8860974 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -8861349.000000 Penalty: 5346.517090
	Iteration 5Q: 3 clusters Score -8861349 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -8861872.000000 Penalty: 5346.517090
	Iteration 6Q: 3 clusters Score -8861872 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -8862596.000000 Penalty: 5346.517090
	Iteration 7Q: 3 clusters Score -8862596 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -8863791.000000 Penalty: 5346.517090
	Iteration 8Q: 3 clusters Score -8863791 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -8865584.000000 Penalty: 5346.517090
	Iteration 9F: 3 clusters Score -8865584 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -8868186.000000 Penalty: 5346.517090
	Iteration 10F: 3 clusters Score -8868186 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -8871066.000000 Penalty: 5346.517090
	Iteration 11F: 3 clusters Score -8871066 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -8873457.000000 Penalty: 5346.517090
	Iteration 12F: 3 clusters Score -8873457 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -8874544.000000 Penalty: 5346.517090
	Iteration 13Q: 3 clusters Score -8874544 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -8874980.000000 Penalty: 5346.517090
	Iteration 14Q: 3 clusters Score -8874980 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -8875214.000000 Penalty: 5346.517090
	Iteration 15Q: 3 clusters Score -8875214 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -8875407.000000 Penalty: 5346.517090
	Iteration 16Q: 3 clusters Score -8875407 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -8875590.000000 Penalty: 5346.517090
	Iteration 17Q: 3 clusters Score -8875590 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -8875712.000000 Penalty: 5346.517090
	Iteration 18Q: 3 clusters Score -8875712 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -8875863.000000 Penalty: 5346.517090
	Iteration 19Q: 3 clusters Score -8875863 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -8875925.000000 Penalty: 5346.517090
	Iteration 20F: 3 clusters Score -8875925 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -8876002.000000 Penalty: 5346.517090
	Iteration 21Q: 3 clusters Score -8876002 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -8876070.000000 Penalty: 5346.517090
	Iteration 22Q: 3 clusters Score -8876070 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -8876137.000000 Penalty: 5346.517090
	Iteration 23Q: 3 clusters Score -8876137 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -8876178.000000 Penalty: 5346.517090
	Iteration 24Q: 3 clusters Score -8876178 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -8876220.000000 Penalty: 5346.517090
	Iteration 25Q: 3 clusters Score -8876220 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -8876268.000000 Penalty: 5346.517090
	Iteration 26Q: 3 clusters Score -8876268 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -8876312.000000 Penalty: 5346.517090
	Iteration 27Q: 3 clusters Score -8876312 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -8876344.000000 Penalty: 5346.517090
	Iteration 28Q: 3 clusters Score -8876344 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -8876393.000000 Penalty: 5346.517090
	Iteration 29Q: 3 clusters Score -8876393 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -8876431.000000 Penalty: 5346.517090
	Iteration 30Q: 3 clusters Score -8876431 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -8876479.000000 Penalty: 5346.517090
	Iteration 31Q: 3 clusters Score -8876479 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -8876505.000000 Penalty: 5346.517090
	Iteration 32Q: 3 clusters Score -8876505 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -8876539.000000 Penalty: 5346.517090
	Iteration 33Q: 3 clusters Score -8876539 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -8876546.000000 Penalty: 5346.517090
	Iteration 34Q: 3 clusters Score -8876546 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -8876615.000000 Penalty: 5346.517090
	Iteration 35Q: 3 clusters Score -8876615 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -8876661.000000 Penalty: 5346.517090
	Iteration 36Q: 3 clusters Score -8876661 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -8876729.000000 Penalty: 5346.517090
	Iteration 37Q: 3 clusters Score -8876729 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -8876761.000000 Penalty: 5346.517090
	Iteration 38Q: 3 clusters Score -8876761 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -8876820.000000 Penalty: 5346.517090
	Iteration 39Q: 3 clusters Score -8876820 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -8876881.000000 Penalty: 5346.517090
	Iteration 40F: 3 clusters Score -8876881 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -8876924.000000 Penalty: 5346.517090
	Iteration 41Q: 3 clusters Score -8876924 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -8876975.000000 Penalty: 5346.517090
	Iteration 42Q: 3 clusters Score -8876975 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -8877010.000000 Penalty: 5346.517090
	Iteration 43Q: 3 clusters Score -8877010 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -8877059.000000 Penalty: 5346.517090
	Iteration 44Q: 3 clusters Score -8877059 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -8877089.000000 Penalty: 5346.517090
	Iteration 45Q: 3 clusters Score -8877089 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -8877067.000000 Penalty: 5346.517090
	Iteration 46Q: 3 clusters Score -8877067 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -8877065.000000 Penalty: 5346.517090
	Iteration 47Q: 3 clusters Score -8877065 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -8877024.000000 Penalty: 5346.517090
	Iteration 48Q: 3 clusters Score -8877024 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -8876986.000000 Penalty: 5346.517090
	Iteration 49Q: 3 clusters Score -8876986 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8876926.000000 Penalty: 5346.517090
	Iteration 50Q: 3 clusters Score -8876926 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -8876869.000000 Penalty: 5346.517090
	Iteration 51Q: 3 clusters Score -8876869 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -8876844.000000 Penalty: 5346.517090
	Iteration 52Q: 3 clusters Score -8876844 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8876790.000000 Penalty: 5346.517090
	Iteration 53Q: 3 clusters Score -8876790 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -8876666.000000 Penalty: 5346.517090
	Iteration 54Q: 3 clusters Score -8876666 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -8876627.000000 Penalty: 5346.517090
	Iteration 55Q: 3 clusters Score -8876627 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -8876535.000000 Penalty: 5346.517090
	Iteration 56Q: 3 clusters Score -8876535 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -8876445.000000 Penalty: 5346.517090
	Iteration 57Q: 3 clusters Score -8876445 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -8876414.000000 Penalty: 5346.517090
	Iteration 58Q: 3 clusters Score -8876414 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -8876364.000000 Penalty: 5346.517090
	Iteration 59Q: 3 clusters Score -8876364 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -8876265.000000 Penalty: 5346.517090
	Iteration 60F: 3 clusters Score -8876265 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -8876197.000000 Penalty: 5346.517090
	Iteration 61Q: 3 clusters Score -8876197 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8876109.000000 Penalty: 5346.517090
	Iteration 62Q: 3 clusters Score -8876109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -8876043.000000 Penalty: 5346.517090
	Iteration 63Q: 3 clusters Score -8876043 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -8875972.000000 Penalty: 5346.517090
	Iteration 64Q: 3 clusters Score -8875972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8875901.000000 Penalty: 5346.517090
	Iteration 65Q: 3 clusters Score -8875901 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -8875853.000000 Penalty: 5346.517090
	Iteration 66Q: 3 clusters Score -8875853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -8875791.000000 Penalty: 5346.517090
	Iteration 67Q: 3 clusters Score -8875791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8875732.000000 Penalty: 5346.517090
	Iteration 68Q: 3 clusters Score -8875732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -8875704.000000 Penalty: 5346.517090
	Iteration 69Q: 3 clusters Score -8875704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -8875685.000000 Penalty: 5346.517090
	Iteration 70Q: 3 clusters Score -8875685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -8875633.000000 Penalty: 5346.517090
	Iteration 71Q: 3 clusters Score -8875633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -8875613.000000 Penalty: 5346.517090
	Iteration 72Q: 3 clusters Score -8875613 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -8875591.000000 Penalty: 5346.517090
	Iteration 73Q: 3 clusters Score -8875591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -8875580.000000 Penalty: 5346.517090
	Iteration 74Q: 3 clusters Score -8875580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -8875573.000000 Penalty: 5346.517090
	Iteration 75Q: 3 clusters Score -8875573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -8875544.000000 Penalty: 5346.517090
	Iteration 76Q: 3 clusters Score -8875544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -8875507.000000 Penalty: 5346.517090
	Iteration 77Q: 3 clusters Score -8875507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -8875487.000000 Penalty: 5346.517090
	Iteration 78Q: 3 clusters Score -8875487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -8875461.000000 Penalty: 5346.517090
	Iteration 79Q: 3 clusters Score -8875461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -8875442.000000 Penalty: 5346.517090
	Iteration 80F: 3 clusters Score -8875442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -8875453.000000 Penalty: 5346.517090
	Iteration 81Q: 3 clusters Score -8875453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -8875437.000000 Penalty: 5346.517090
	Iteration 82Q: 3 clusters Score -8875437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -8875430.000000 Penalty: 5346.517090
	Iteration 83Q: 3 clusters Score -8875430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -8875444.000000 Penalty: 5346.517090
	Iteration 84Q: 3 clusters Score -8875444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -8875427.000000 Penalty: 5346.517090
	Iteration 85Q: 3 clusters Score -8875427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -8875450.000000 Penalty: 5346.517090
	Iteration 86Q: 3 clusters Score -8875450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -8875418.000000 Penalty: 5346.517090
	Iteration 87Q: 3 clusters Score -8875418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -8875423.000000 Penalty: 5346.517090
	Iteration 88Q: 3 clusters Score -8875423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -8875415.000000 Penalty: 5346.517090
	Iteration 89Q: 3 clusters Score -8875415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -8875423.000000 Penalty: 5346.517090
	Iteration 90Q: 3 clusters Score -8875423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -8875438.000000 Penalty: 5346.517090
	Iteration 91Q: 3 clusters Score -8875438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -8875439.000000 Penalty: 5346.517090
	Iteration 92Q: 3 clusters Score -8875439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -8875449.000000 Penalty: 5346.517090
	Iteration 93Q: 3 clusters Score -8875449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -8875455.000000 Penalty: 5346.517090
	Iteration 94Q: 3 clusters Score -8875455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -8875457.000000 Penalty: 5346.517090
	Iteration 95Q: 3 clusters Score -8875457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -8875453.000000 Penalty: 5346.517090
	Iteration 96Q: 3 clusters Score -8875453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -8875449.000000 Penalty: 5346.517090
	Iteration 97Q: 3 clusters Score -8875449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -8875451.000000 Penalty: 5346.517090
	Iteration 98Q: 3 clusters Score -8875451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -8875446.000000 Penalty: 5346.517090
	Iteration 99Q: 3 clusters Score -8875446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -8875462.000000 Penalty: 5346.517090
	Iteration 100F: 3 clusters Score -8875462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8875471.000000 Penalty: 5346.517090
	Iteration 101Q: 3 clusters Score -8875471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -8875483.000000 Penalty: 5346.517090
	Iteration 102Q: 3 clusters Score -8875483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8875488.000000 Penalty: 5346.517090
	Iteration 103Q: 3 clusters Score -8875488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -8875500.000000 Penalty: 5346.517090
	Iteration 104Q: 3 clusters Score -8875500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -8875511.000000 Penalty: 5346.517090
	Iteration 105Q: 3 clusters Score -8875511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -8875533.000000 Penalty: 5346.517090
	Iteration 106Q: 3 clusters Score -8875533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -8875539.000000 Penalty: 5346.517090
	Iteration 107Q: 3 clusters Score -8875539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -8875546.000000 Penalty: 5346.517090
	Iteration 108Q: 3 clusters Score -8875546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -8875536.000000 Penalty: 5346.517090
	Iteration 109Q: 3 clusters Score -8875536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -8875553.000000 Penalty: 5346.517090
	Iteration 110Q: 3 clusters Score -8875553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -8875570.000000 Penalty: 5346.517090
	Iteration 111Q: 3 clusters Score -8875570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8875567.000000 Penalty: 5346.517090
	Iteration 112Q: 3 clusters Score -8875567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8875585.000000 Penalty: 5346.517090
	Iteration 113Q: 3 clusters Score -8875585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -8875594.000000 Penalty: 5346.517090
	Iteration 114Q: 3 clusters Score -8875594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -8875588.000000 Penalty: 5346.517090
	Iteration 115Q: 3 clusters Score -8875588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8875588.000000 Penalty: 5346.517090
	Iteration 116Q: 3 clusters Score -8875588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8875592.000000 Penalty: 5346.517090
	Iteration 117Q: 3 clusters Score -8875592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8875600.000000 Penalty: 5346.517090
	Iteration 118Q: 3 clusters Score -8875600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -8875593.000000 Penalty: 5346.517090
	Iteration 119Q: 3 clusters Score -8875593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -8875593.000000 Penalty: 5346.517090
	Iteration 120F: 3 clusters Score -8875593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Entering Unmasked Estep 
Score: -8870976.000000 Penalty: 2671.475586
	Iteration 0F: 2 clusters Score -8870976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -8841819.000000 Penalty: 5342.951172
	Iteration 0F: 3 clusters Score -8841819 nChanged 22151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -8854523.000000 Penalty: 5342.951172
	Iteration 1F: 3 clusters Score -8854523 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -8855541.000000 Penalty: 5342.951172
	Iteration 2Q: 3 clusters Score -8855541 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -8856765.000000 Penalty: 5342.951172
	Iteration 3F: 3 clusters Score -8856765 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -8858390.000000 Penalty: 5342.951172
	Iteration 4F: 3 clusters Score -8858390 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -8860558.000000 Penalty: 5342.951172
	Iteration 5F: 3 clusters Score -8860558 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -8862984.000000 Penalty: 5342.951172
	Iteration 6F: 3 clusters Score -8862984 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -8865352.000000 Penalty: 5342.951172
	Iteration 7F: 3 clusters Score -8865352 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -8866665.000000 Penalty: 5342.951172
	Iteration 8F: 3 clusters Score -8866665 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -8867264.000000 Penalty: 5342.951172
	Iteration 9Q: 3 clusters Score -8867264 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -8867432.000000 Penalty: 5342.951172
	Iteration 10Q: 3 clusters Score -8867432 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -8867634.000000 Penalty: 5342.951172
	Iteration 11Q: 3 clusters Score -8867634 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -8867722.000000 Penalty: 5342.951172
	Iteration 12Q: 3 clusters Score -8867722 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -8867850.000000 Penalty: 5342.951172
	Iteration 13Q: 3 clusters Score -8867850 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -8867948.000000 Penalty: 5342.951172
	Iteration 14Q: 3 clusters Score -8867948 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -8868026.000000 Penalty: 5342.951172
	Iteration 15Q: 3 clusters Score -8868026 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -8868179.000000 Penalty: 5342.951172
	Iteration 16Q: 3 clusters Score -8868179 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -8868232.000000 Penalty: 5342.951172
	Iteration 17Q: 3 clusters Score -8868232 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -8868274.000000 Penalty: 5342.951172
	Iteration 18Q: 3 clusters Score -8868274 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -8868348.000000 Penalty: 5342.951172
	Iteration 19Q: 3 clusters Score -8868348 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -8868390.000000 Penalty: 5342.951172
	Iteration 20F: 3 clusters Score -8868390 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -8868411.000000 Penalty: 5342.951172
	Iteration 21Q: 3 clusters Score -8868411 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -8868451.000000 Penalty: 5342.951172
	Iteration 22Q: 3 clusters Score -8868451 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -8868484.000000 Penalty: 5342.951172
	Iteration 23Q: 3 clusters Score -8868484 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -8868509.000000 Penalty: 5342.951172
	Iteration 24Q: 3 clusters Score -8868509 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -8868533.000000 Penalty: 5342.951172
	Iteration 25Q: 3 clusters Score -8868533 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -8868565.000000 Penalty: 5342.951172
	Iteration 26Q: 3 clusters Score -8868565 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -8868578.000000 Penalty: 5342.951172
	Iteration 27Q: 3 clusters Score -8868578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -8868603.000000 Penalty: 5342.951172
	Iteration 28Q: 3 clusters Score -8868603 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -8868602.000000 Penalty: 5342.951172
	Iteration 29Q: 3 clusters Score -8868602 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -8868631.000000 Penalty: 5342.951172
	Iteration 30Q: 3 clusters Score -8868631 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -8868653.000000 Penalty: 5342.951172
	Iteration 31Q: 3 clusters Score -8868653 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -8868674.000000 Penalty: 5342.951172
	Iteration 32Q: 3 clusters Score -8868674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -8868687.000000 Penalty: 5342.951172
	Iteration 33Q: 3 clusters Score -8868687 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -8868722.000000 Penalty: 5342.951172
	Iteration 34Q: 3 clusters Score -8868722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -8868728.000000 Penalty: 5342.951172
	Iteration 35Q: 3 clusters Score -8868728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -8868728.000000 Penalty: 5342.951172
	Iteration 36Q: 3 clusters Score -8868728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -8868732.000000 Penalty: 5342.951172
	Iteration 37Q: 3 clusters Score -8868732 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -8868738.000000 Penalty: 5342.951172
	Iteration 38Q: 3 clusters Score -8868738 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -8868769.000000 Penalty: 5342.951172
	Iteration 39Q: 3 clusters Score -8868769 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -8868801.000000 Penalty: 5342.951172
	Iteration 40F: 3 clusters Score -8868801 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -8868787.000000 Penalty: 5342.951172
	Iteration 41Q: 3 clusters Score -8868787 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -8868786.000000 Penalty: 5342.951172
	Iteration 42Q: 3 clusters Score -8868786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -8868801.000000 Penalty: 5342.951172
	Iteration 43Q: 3 clusters Score -8868801 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -8868841.000000 Penalty: 5342.951172
	Iteration 44Q: 3 clusters Score -8868841 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -8868865.000000 Penalty: 5342.951172
	Iteration 45Q: 3 clusters Score -8868865 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -8868880.000000 Penalty: 5342.951172
	Iteration 46Q: 3 clusters Score -8868880 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -8868884.000000 Penalty: 5342.951172
	Iteration 47Q: 3 clusters Score -8868884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -8868901.000000 Penalty: 5342.951172
	Iteration 48Q: 3 clusters Score -8868901 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -8868905.000000 Penalty: 5342.951172
	Iteration 49Q: 3 clusters Score -8868905 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -8868933.000000 Penalty: 5342.951172
	Iteration 50Q: 3 clusters Score -8868933 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -8868960.000000 Penalty: 5342.951172
	Iteration 51Q: 3 clusters Score -8868960 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -8868992.000000 Penalty: 5342.951172
	Iteration 52Q: 3 clusters Score -8868992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -8869024.000000 Penalty: 5342.951172
	Iteration 53Q: 3 clusters Score -8869024 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -8869076.000000 Penalty: 5342.951172
	Iteration 54Q: 3 clusters Score -8869076 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -8869131.000000 Penalty: 5342.951172
	Iteration 55Q: 3 clusters Score -8869131 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -8869175.000000 Penalty: 5342.951172
	Iteration 56Q: 3 clusters Score -8869175 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -8869226.000000 Penalty: 5342.951172
	Iteration 57Q: 3 clusters Score -8869226 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -8869237.000000 Penalty: 5342.951172
	Iteration 58Q: 3 clusters Score -8869237 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -8869285.000000 Penalty: 5342.951172
	Iteration 59Q: 3 clusters Score -8869285 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -8869364.000000 Penalty: 5342.951172
	Iteration 60F: 3 clusters Score -8869364 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -8869412.000000 Penalty: 5342.951172
	Iteration 61Q: 3 clusters Score -8869412 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -8869437.000000 Penalty: 5342.951172
	Iteration 62Q: 3 clusters Score -8869437 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -8869561.000000 Penalty: 5342.951172
	Iteration 63Q: 3 clusters Score -8869561 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -8869634.000000 Penalty: 5342.951172
	Iteration 64Q: 3 clusters Score -8869634 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -8869697.000000 Penalty: 5342.951172
	Iteration 65Q: 3 clusters Score -8869697 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -8869737.000000 Penalty: 5342.951172
	Iteration 66Q: 3 clusters Score -8869737 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -8869808.000000 Penalty: 5342.951172
	Iteration 67Q: 3 clusters Score -8869808 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -8869890.000000 Penalty: 5342.951172
	Iteration 68Q: 3 clusters Score -8869890 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -8870008.000000 Penalty: 5342.951172
	Iteration 69Q: 3 clusters Score -8870008 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -8870040.000000 Penalty: 5342.951172
	Iteration 70Q: 3 clusters Score -8870040 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -8870125.000000 Penalty: 5342.951172
	Iteration 71Q: 3 clusters Score -8870125 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -8870201.000000 Penalty: 5342.951172
	Iteration 72Q: 3 clusters Score -8870201 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -8870250.000000 Penalty: 5342.951172
	Iteration 73Q: 3 clusters Score -8870250 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -8870296.000000 Penalty: 5342.951172
	Iteration 74Q: 3 clusters Score -8870296 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -8870328.000000 Penalty: 5342.951172
	Iteration 75Q: 3 clusters Score -8870328 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -8870343.000000 Penalty: 5342.951172
	Iteration 76Q: 3 clusters Score -8870343 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -8870346.000000 Penalty: 5342.951172
	Iteration 77Q: 3 clusters Score -8870346 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -8870296.000000 Penalty: 5342.951172
	Iteration 78Q: 3 clusters Score -8870296 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8870243.000000 Penalty: 5342.951172
	Iteration 79Q: 3 clusters Score -8870243 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -8870217.000000 Penalty: 5342.951172
	Iteration 80F: 3 clusters Score -8870217 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -8870197.000000 Penalty: 5342.951172
	Iteration 81Q: 3 clusters Score -8870197 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8870112.000000 Penalty: 5342.951172
	Iteration 82Q: 3 clusters Score -8870112 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8870058.000000 Penalty: 5342.951172
	Iteration 83Q: 3 clusters Score -8870058 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -8870010.000000 Penalty: 5342.951172
	Iteration 84Q: 3 clusters Score -8870010 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8869990.000000 Penalty: 5342.951172
	Iteration 85Q: 3 clusters Score -8869990 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8869960.000000 Penalty: 5342.951172
	Iteration 86Q: 3 clusters Score -8869960 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8869934.000000 Penalty: 5342.951172
	Iteration 87Q: 3 clusters Score -8869934 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8869893.000000 Penalty: 5342.951172
	Iteration 88Q: 3 clusters Score -8869893 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8869886.000000 Penalty: 5342.951172
	Iteration 89Q: 3 clusters Score -8869886 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8869848.000000 Penalty: 5342.951172
	Iteration 90Q: 3 clusters Score -8869848 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8869831.000000 Penalty: 5342.951172
	Iteration 91Q: 3 clusters Score -8869831 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8869782.000000 Penalty: 5342.951172
	Iteration 92Q: 3 clusters Score -8869782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8869735.000000 Penalty: 5342.951172
	Iteration 93Q: 3 clusters Score -8869735 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8869703.000000 Penalty: 5342.951172
	Iteration 94Q: 3 clusters Score -8869703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8869684.000000 Penalty: 5342.951172
	Iteration 95Q: 3 clusters Score -8869684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8869661.000000 Penalty: 5342.951172
	Iteration 96Q: 3 clusters Score -8869661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8869616.000000 Penalty: 5342.951172
	Iteration 97Q: 3 clusters Score -8869616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8869606.000000 Penalty: 5342.951172
	Iteration 98Q: 3 clusters Score -8869606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8869560.000000 Penalty: 5342.951172
	Iteration 99Q: 3 clusters Score -8869560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8869531.000000 Penalty: 5342.951172
	Iteration 100F: 3 clusters Score -8869531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8869539.000000 Penalty: 5342.951172
	Iteration 101Q: 3 clusters Score -8869539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8869531.000000 Penalty: 5342.951172
	Iteration 102Q: 3 clusters Score -8869531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8869517.000000 Penalty: 5342.951172
	Iteration 103Q: 3 clusters Score -8869517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8869528.000000 Penalty: 5342.951172
	Iteration 104Q: 3 clusters Score -8869528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8869515.000000 Penalty: 5342.951172
	Iteration 105Q: 3 clusters Score -8869515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8869515.000000 Penalty: 5342.951172
	Iteration 106Q: 3 clusters Score -8869515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8869517.000000 Penalty: 5342.951172
	Iteration 107Q: 3 clusters Score -8869517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8869512.000000 Penalty: 5342.951172
	Iteration 108Q: 3 clusters Score -8869512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8869508.000000 Penalty: 5342.951172
	Iteration 109Q: 3 clusters Score -8869508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8869490.000000 Penalty: 5342.951172
	Iteration 110Q: 3 clusters Score -8869490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8869488.000000 Penalty: 5342.951172
	Iteration 111Q: 3 clusters Score -8869488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8869476.000000 Penalty: 5342.951172
	Iteration 112Q: 3 clusters Score -8869476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8869462.000000 Penalty: 5342.951172
	Iteration 113Q: 3 clusters Score -8869462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8869461.000000 Penalty: 5342.951172
	Iteration 114Q: 3 clusters Score -8869461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8869460.000000 Penalty: 5342.951172
	Iteration 115Q: 3 clusters Score -8869460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8869463.000000 Penalty: 5342.951172
	Iteration 116Q: 3 clusters Score -8869463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8869463.000000 Penalty: 5342.951172
	Iteration 117Q: 3 clusters Score -8869463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8869455.000000 Penalty: 5342.951172
	Iteration 118Q: 3 clusters Score -8869455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8869449.000000 Penalty: 5342.951172
	Iteration 119Q: 3 clusters Score -8869449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8869449.000000 Penalty: 5342.951172
	Iteration 120F: 3 clusters Score -8869449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8869447.000000 Penalty: 5342.951172
	Iteration 121Q: 3 clusters Score -8869447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8869452.000000 Penalty: 5342.951172
	Iteration 122Q: 3 clusters Score -8869452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8869452.000000 Penalty: 5342.951172
	Iteration 123F: 3 clusters Score -8869452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Entering Unmasked Estep 
Score: -8557394.000000 Penalty: 2663.466064
	Iteration 0F: 2 clusters Score -8557394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -8528009.000000 Penalty: 5326.932129
	Iteration 0F: 3 clusters Score -8528009 nChanged 21317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -8539884.000000 Penalty: 5326.932129
	Iteration 1F: 3 clusters Score -8539884 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8540756.000000 Penalty: 5326.932129
	Iteration 2Q: 3 clusters Score -8540756 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -8541756.000000 Penalty: 5326.932129
	Iteration 3F: 3 clusters Score -8541756 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -8543183.000000 Penalty: 5326.932129
	Iteration 4F: 3 clusters Score -8543183 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -8545303.000000 Penalty: 5326.932129
	Iteration 5F: 3 clusters Score -8545303 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -8548498.000000 Penalty: 5326.932129
	Iteration 6F: 3 clusters Score -8548498 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -8552288.000000 Penalty: 5326.932129
	Iteration 7F: 3 clusters Score -8552288 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -8554909.000000 Penalty: 5326.932129
	Iteration 8F: 3 clusters Score -8554909 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -8555659.000000 Penalty: 5326.932129
	Iteration 9Q: 3 clusters Score -8555659 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -8556026.000000 Penalty: 5326.932129
	Iteration 10Q: 3 clusters Score -8556026 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -8556159.000000 Penalty: 5326.932129
	Iteration 11Q: 3 clusters Score -8556159 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -8556281.000000 Penalty: 5326.932129
	Iteration 12Q: 3 clusters Score -8556281 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -8556334.000000 Penalty: 5326.932129
	Iteration 13Q: 3 clusters Score -8556334 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -8556390.000000 Penalty: 5326.932129
	Iteration 14Q: 3 clusters Score -8556390 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -8556412.000000 Penalty: 5326.932129
	Iteration 15Q: 3 clusters Score -8556412 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -8556435.000000 Penalty: 5326.932129
	Iteration 16Q: 3 clusters Score -8556435 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -8556444.000000 Penalty: 5326.932129
	Iteration 17Q: 3 clusters Score -8556444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -8556460.000000 Penalty: 5326.932129
	Iteration 18Q: 3 clusters Score -8556460 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -8556473.000000 Penalty: 5326.932129
	Iteration 19Q: 3 clusters Score -8556473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -8556477.000000 Penalty: 5326.932129
	Iteration 20F: 3 clusters Score -8556477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -8556463.000000 Penalty: 5326.932129
	Iteration 21Q: 3 clusters Score -8556463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -8556486.000000 Penalty: 5326.932129
	Iteration 22Q: 3 clusters Score -8556486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -8556478.000000 Penalty: 5326.932129
	Iteration 23Q: 3 clusters Score -8556478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -8556496.000000 Penalty: 5326.932129
	Iteration 24Q: 3 clusters Score -8556496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -8556511.000000 Penalty: 5326.932129
	Iteration 25Q: 3 clusters Score -8556511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -8556508.000000 Penalty: 5326.932129
	Iteration 26Q: 3 clusters Score -8556508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -8556511.000000 Penalty: 5326.932129
	Iteration 27Q: 3 clusters Score -8556511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -8556514.000000 Penalty: 5326.932129
	Iteration 28Q: 3 clusters Score -8556514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -8556512.000000 Penalty: 5326.932129
	Iteration 29Q: 3 clusters Score -8556512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -8556485.000000 Penalty: 5326.932129
	Iteration 30Q: 3 clusters Score -8556485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -8556483.000000 Penalty: 5326.932129
	Iteration 31Q: 3 clusters Score -8556483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -8556487.000000 Penalty: 5326.932129
	Iteration 32Q: 3 clusters Score -8556487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -8556495.000000 Penalty: 5326.932129
	Iteration 33Q: 3 clusters Score -8556495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -8556488.000000 Penalty: 5326.932129
	Iteration 34Q: 3 clusters Score -8556488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -8556499.000000 Penalty: 5326.932129
	Iteration 35Q: 3 clusters Score -8556499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -8556497.000000 Penalty: 5326.932129
	Iteration 36Q: 3 clusters Score -8556497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -8556520.000000 Penalty: 5326.932129
	Iteration 37Q: 3 clusters Score -8556520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -8556523.000000 Penalty: 5326.932129
	Iteration 38Q: 3 clusters Score -8556523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -8556533.000000 Penalty: 5326.932129
	Iteration 39Q: 3 clusters Score -8556533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -8556543.000000 Penalty: 5326.932129
	Iteration 40F: 3 clusters Score -8556543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -8556542.000000 Penalty: 5326.932129
	Iteration 41Q: 3 clusters Score -8556542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -8556542.000000 Penalty: 5326.932129
	Iteration 42Q: 3 clusters Score -8556542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -8556535.000000 Penalty: 5326.932129
	Iteration 43Q: 3 clusters Score -8556535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -8556535.000000 Penalty: 5326.932129
	Iteration 44Q: 3 clusters Score -8556535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -8556538.000000 Penalty: 5326.932129
	Iteration 45Q: 3 clusters Score -8556538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -8556532.000000 Penalty: 5326.932129
	Iteration 46Q: 3 clusters Score -8556532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -8556535.000000 Penalty: 5326.932129
	Iteration 47Q: 3 clusters Score -8556535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -8556535.000000 Penalty: 5326.932129
	Iteration 48Q: 3 clusters Score -8556535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -8556534.000000 Penalty: 5326.932129
	Iteration 49Q: 3 clusters Score -8556534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -8556552.000000 Penalty: 5326.932129
	Iteration 50Q: 3 clusters Score -8556552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -8556543.000000 Penalty: 5326.932129
	Iteration 51Q: 3 clusters Score -8556543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -8556544.000000 Penalty: 5326.932129
	Iteration 52Q: 3 clusters Score -8556544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -8556542.000000 Penalty: 5326.932129
	Iteration 53Q: 3 clusters Score -8556542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -8556541.000000 Penalty: 5326.932129
	Iteration 54Q: 3 clusters Score -8556541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -8556541.000000 Penalty: 5326.932129
	Iteration 55Q: 3 clusters Score -8556541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -8556550.000000 Penalty: 5326.932129
	Iteration 56Q: 3 clusters Score -8556550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -8556553.000000 Penalty: 5326.932129
	Iteration 57Q: 3 clusters Score -8556553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -8556550.000000 Penalty: 5326.932129
	Iteration 58Q: 3 clusters Score -8556550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -8556547.000000 Penalty: 5326.932129
	Iteration 59Q: 3 clusters Score -8556547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -8556539.000000 Penalty: 5326.932129
	Iteration 60F: 3 clusters Score -8556539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -8556542.000000 Penalty: 5326.932129
	Iteration 61Q: 3 clusters Score -8556542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -8556552.000000 Penalty: 5326.932129
	Iteration 62Q: 3 clusters Score -8556552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -8556557.000000 Penalty: 5326.932129
	Iteration 63Q: 3 clusters Score -8556557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -8556565.000000 Penalty: 5326.932129
	Iteration 64Q: 3 clusters Score -8556565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -8556562.000000 Penalty: 5326.932129
	Iteration 65Q: 3 clusters Score -8556562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -8556563.000000 Penalty: 5326.932129
	Iteration 66Q: 3 clusters Score -8556563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -8556576.000000 Penalty: 5326.932129
	Iteration 67Q: 3 clusters Score -8556576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -8556581.000000 Penalty: 5326.932129
	Iteration 68Q: 3 clusters Score -8556581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -8556585.000000 Penalty: 5326.932129
	Iteration 69Q: 3 clusters Score -8556585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -8556592.000000 Penalty: 5326.932129
	Iteration 70Q: 3 clusters Score -8556592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -8556595.000000 Penalty: 5326.932129
	Iteration 71Q: 3 clusters Score -8556595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -8556588.000000 Penalty: 5326.932129
	Iteration 72Q: 3 clusters Score -8556588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -8556603.000000 Penalty: 5326.932129
	Iteration 73Q: 3 clusters Score -8556603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -8556591.000000 Penalty: 5326.932129
	Iteration 74Q: 3 clusters Score -8556591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -8556585.000000 Penalty: 5326.932129
	Iteration 75Q: 3 clusters Score -8556585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -8556601.000000 Penalty: 5326.932129
	Iteration 76Q: 3 clusters Score -8556601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -8556602.000000 Penalty: 5326.932129
	Iteration 77Q: 3 clusters Score -8556602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -8556599.000000 Penalty: 5326.932129
	Iteration 78Q: 3 clusters Score -8556599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -8556601.000000 Penalty: 5326.932129
	Iteration 79Q: 3 clusters Score -8556601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -8556607.000000 Penalty: 5326.932129
	Iteration 80F: 3 clusters Score -8556607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -8556606.000000 Penalty: 5326.932129
	Iteration 81Q: 3 clusters Score -8556606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -8556603.000000 Penalty: 5326.932129
	Iteration 82Q: 3 clusters Score -8556603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -8556609.000000 Penalty: 5326.932129
	Iteration 83Q: 3 clusters Score -8556609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -8556619.000000 Penalty: 5326.932129
	Iteration 84Q: 3 clusters Score -8556619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -8556615.000000 Penalty: 5326.932129
	Iteration 85Q: 3 clusters Score -8556615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -8556619.000000 Penalty: 5326.932129
	Iteration 86Q: 3 clusters Score -8556619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -8556613.000000 Penalty: 5326.932129
	Iteration 87Q: 3 clusters Score -8556613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -8556622.000000 Penalty: 5326.932129
	Iteration 88Q: 3 clusters Score -8556622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -8556619.000000 Penalty: 5326.932129
	Iteration 89Q: 3 clusters Score -8556619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -8556623.000000 Penalty: 5326.932129
	Iteration 90Q: 3 clusters Score -8556623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -8556622.000000 Penalty: 5326.932129
	Iteration 91Q: 3 clusters Score -8556622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -8556622.000000 Penalty: 5326.932129
	Iteration 92F: 3 clusters Score -8556622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -105648.882812 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -105648.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103967.921875 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -103967.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104434.367188 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -104434.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -104684.335938 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -104684.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104863.070312 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -104863.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -104995.703125 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -104995.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -105109.664062 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -105109.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105170.890625 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -105170.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -105219.046875 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -105219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105249.617188 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -105249.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105265.648438 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -105265.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105314.632812 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -105314.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -105348.179688 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -105348.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -105372.585938 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -105372.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -105398.890625 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -105398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -105410.578125 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -105410.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -105455.929688 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -105455.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -105496.343750 Penalty: 3305.546875
	Iteration 16Q: 3 clusters Score -105496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -105510.953125 Penalty: 3305.546875
	Iteration 17Q: 3 clusters Score -105511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -105525.781250 Penalty: 3305.546875
	Iteration 18Q: 3 clusters Score -105525.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -105537.500000 Penalty: 3305.546875
	Iteration 19Q: 3 clusters Score -105537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -105556.546875 Penalty: 3305.546875
	Iteration 20F: 3 clusters Score -105556.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -105568.898438 Penalty: 3305.546875
	Iteration 21Q: 3 clusters Score -105568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105578.265625 Penalty: 3305.546875
	Iteration 22Q: 3 clusters Score -105578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -105582.898438 Penalty: 3305.546875
	Iteration 23Q: 3 clusters Score -105582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105585.382812 Penalty: 3305.546875
	Iteration 24Q: 3 clusters Score -105585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -105592.179688 Penalty: 3305.546875
	Iteration 25Q: 3 clusters Score -105592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105598.148438 Penalty: 3305.546875
	Iteration 26Q: 3 clusters Score -105598.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105598.148438 Penalty: 3305.546875
	Iteration 27F: 3 clusters Score -105598.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Entering Unmasked Estep 
Score: -8931125.000000 Penalty: 2673.155518
	Iteration 0F: 2 clusters Score -8931125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -8901158.000000 Penalty: 5346.311035
	Iteration 0F: 3 clusters Score -8901158 nChanged 22219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -8913281.000000 Penalty: 5346.311035
	Iteration 1F: 3 clusters Score -8913281 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -8913924.000000 Penalty: 5346.311035
	Iteration 2Q: 3 clusters Score -8913924 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -8914573.000000 Penalty: 5346.311035
	Iteration 3Q: 3 clusters Score -8914573 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -8915183.000000 Penalty: 5346.311035
	Iteration 4Q: 3 clusters Score -8915183 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -8915954.000000 Penalty: 5346.311035
	Iteration 5Q: 3 clusters Score -8915954 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -8916928.000000 Penalty: 5346.311035
	Iteration 6Q: 3 clusters Score -8916928 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -8917949.000000 Penalty: 5346.311035
	Iteration 7Q: 3 clusters Score -8917949 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -8919345.000000 Penalty: 5346.311035
	Iteration 8F: 3 clusters Score -8919345 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -8921131.000000 Penalty: 5346.311035
	Iteration 9F: 3 clusters Score -8921131 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -8923017.000000 Penalty: 5346.311035
	Iteration 10F: 3 clusters Score -8923017 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -8924339.000000 Penalty: 5346.311035
	Iteration 11Q: 3 clusters Score -8924339 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -8925000.000000 Penalty: 5346.311035
	Iteration 12Q: 3 clusters Score -8925000 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -8925512.000000 Penalty: 5346.311035
	Iteration 13Q: 3 clusters Score -8925512 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -8925930.000000 Penalty: 5346.311035
	Iteration 14Q: 3 clusters Score -8925930 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -8926300.000000 Penalty: 5346.311035
	Iteration 15Q: 3 clusters Score -8926300 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -8926673.000000 Penalty: 5346.311035
	Iteration 16Q: 3 clusters Score -8926673 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -8926980.000000 Penalty: 5346.311035
	Iteration 17Q: 3 clusters Score -8926980 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -8927278.000000 Penalty: 5346.311035
	Iteration 18Q: 3 clusters Score -8927278 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -8927645.000000 Penalty: 5346.311035
	Iteration 19Q: 3 clusters Score -8927645 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -8927926.000000 Penalty: 5346.311035
	Iteration 20F: 3 clusters Score -8927926 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -8928207.000000 Penalty: 5346.311035
	Iteration 21Q: 3 clusters Score -8928207 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -8928494.000000 Penalty: 5346.311035
	Iteration 22Q: 3 clusters Score -8928494 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -8928774.000000 Penalty: 5346.311035
	Iteration 23Q: 3 clusters Score -8928774 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -8928971.000000 Penalty: 5346.311035
	Iteration 24Q: 3 clusters Score -8928971 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -8929144.000000 Penalty: 5346.311035
	Iteration 25Q: 3 clusters Score -8929144 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -8929224.000000 Penalty: 5346.311035
	Iteration 26Q: 3 clusters Score -8929224 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -8929304.000000 Penalty: 5346.311035
	Iteration 27Q: 3 clusters Score -8929304 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8929385.000000 Penalty: 5346.311035
	Iteration 28Q: 3 clusters Score -8929385 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -8929415.000000 Penalty: 5346.311035
	Iteration 29Q: 3 clusters Score -8929415 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -8929473.000000 Penalty: 5346.311035
	Iteration 30Q: 3 clusters Score -8929473 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8929475.000000 Penalty: 5346.311035
	Iteration 31Q: 3 clusters Score -8929475 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -8929525.000000 Penalty: 5346.311035
	Iteration 32Q: 3 clusters Score -8929525 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -8929546.000000 Penalty: 5346.311035
	Iteration 33Q: 3 clusters Score -8929546 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -8929533.000000 Penalty: 5346.311035
	Iteration 34Q: 3 clusters Score -8929533 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -8929519.000000 Penalty: 5346.311035
	Iteration 35Q: 3 clusters Score -8929519 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -8929510.000000 Penalty: 5346.311035
	Iteration 36Q: 3 clusters Score -8929510 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -8929522.000000 Penalty: 5346.311035
	Iteration 37Q: 3 clusters Score -8929522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -8929516.000000 Penalty: 5346.311035
	Iteration 38Q: 3 clusters Score -8929516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -8929489.000000 Penalty: 5346.311035
	Iteration 39Q: 3 clusters Score -8929489 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8929470.000000 Penalty: 5346.311035
	Iteration 40F: 3 clusters Score -8929470 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -8929461.000000 Penalty: 5346.311035
	Iteration 41Q: 3 clusters Score -8929461 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -8929484.000000 Penalty: 5346.311035
	Iteration 42Q: 3 clusters Score -8929484 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -8929455.000000 Penalty: 5346.311035
	Iteration 43Q: 3 clusters Score -8929455 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -8929449.000000 Penalty: 5346.311035
	Iteration 44Q: 3 clusters Score -8929449 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -8929433.000000 Penalty: 5346.311035
	Iteration 45Q: 3 clusters Score -8929433 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -8929430.000000 Penalty: 5346.311035
	Iteration 46Q: 3 clusters Score -8929430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -8929428.000000 Penalty: 5346.311035
	Iteration 47Q: 3 clusters Score -8929428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -8929437.000000 Penalty: 5346.311035
	Iteration 48Q: 3 clusters Score -8929437 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -8929434.000000 Penalty: 5346.311035
	Iteration 49Q: 3 clusters Score -8929434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -8929452.000000 Penalty: 5346.311035
	Iteration 50Q: 3 clusters Score -8929452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -8929445.000000 Penalty: 5346.311035
	Iteration 51Q: 3 clusters Score -8929445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -8929430.000000 Penalty: 5346.311035
	Iteration 52Q: 3 clusters Score -8929430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -8929426.000000 Penalty: 5346.311035
	Iteration 53Q: 3 clusters Score -8929426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -8929413.000000 Penalty: 5346.311035
	Iteration 54Q: 3 clusters Score -8929413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -8929418.000000 Penalty: 5346.311035
	Iteration 55Q: 3 clusters Score -8929418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -8929417.000000 Penalty: 5346.311035
	Iteration 56Q: 3 clusters Score -8929417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -8929408.000000 Penalty: 5346.311035
	Iteration 57Q: 3 clusters Score -8929408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -8929416.000000 Penalty: 5346.311035
	Iteration 58Q: 3 clusters Score -8929416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -8929425.000000 Penalty: 5346.311035
	Iteration 59Q: 3 clusters Score -8929425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -8929428.000000 Penalty: 5346.311035
	Iteration 60F: 3 clusters Score -8929428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -8929420.000000 Penalty: 5346.311035
	Iteration 61Q: 3 clusters Score -8929420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -8929414.000000 Penalty: 5346.311035
	Iteration 62Q: 3 clusters Score -8929414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -8929405.000000 Penalty: 5346.311035
	Iteration 63Q: 3 clusters Score -8929405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -8929410.000000 Penalty: 5346.311035
	Iteration 64Q: 3 clusters Score -8929410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -8929398.000000 Penalty: 5346.311035
	Iteration 65Q: 3 clusters Score -8929398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -8929408.000000 Penalty: 5346.311035
	Iteration 66Q: 3 clusters Score -8929408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -8929400.000000 Penalty: 5346.311035
	Iteration 67Q: 3 clusters Score -8929400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -8929400.000000 Penalty: 5346.311035
	Iteration 68F: 3 clusters Score -8929400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -24785.939453 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -24785.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23692.273438 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -23692.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23854.867188 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -23854.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23881.154297 Penalty: 2851.698975
	Iteration 2Q: 3 clusters Score -23881.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23893.814453 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -23893.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23902.083984 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -23902.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23911.281250 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -23911.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23918.935547 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -23918.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23924.275391 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -23924.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23954.218750 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -23954.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23958.634766 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -23958.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23973.363281 Penalty: 2851.698975
	Iteration 10Q: 3 clusters Score -23973.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24005.814453 Penalty: 2851.698975
	Iteration 11Q: 3 clusters Score -24005.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24011.937500 Penalty: 2851.698975
	Iteration 12Q: 3 clusters Score -24011.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24014.511719 Penalty: 2851.698975
	Iteration 13Q: 3 clusters Score -24014.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24018.060547 Penalty: 2851.698975
	Iteration 14Q: 3 clusters Score -24018.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24023.808594 Penalty: 2851.698975
	Iteration 15Q: 3 clusters Score -24023.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24053.617188 Penalty: 2851.698975
	Iteration 16Q: 3 clusters Score -24053.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24065.490234 Penalty: 2851.698975
	Iteration 17Q: 3 clusters Score -24065.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24104.359375 Penalty: 2851.698975
	Iteration 18Q: 3 clusters Score -24104.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24177.656250 Penalty: 2851.698975
	Iteration 19F: 3 clusters Score -24177.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24231.595703 Penalty: 2851.698975
	Iteration 20F: 3 clusters Score -24231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24279.177734 Penalty: 2851.698975
	Iteration 21Q: 3 clusters Score -24279.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24311.388672 Penalty: 2851.698975
	Iteration 22Q: 3 clusters Score -24311.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24312.933594 Penalty: 2851.698975
	Iteration 23Q: 3 clusters Score -24312.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24312.933594 Penalty: 2851.698975
	Iteration 24F: 3 clusters Score -24312.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -336105.718750 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -336105.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -333508.500000 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -333508.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -334041.593750 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -334041.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -334300.062500 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -334300.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -334457.968750 Penalty: 3767.062744
	Iteration 3F: 3 clusters Score -334458 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -334550.031250 Penalty: 3767.062744
	Iteration 4Q: 3 clusters Score -334550 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -334633.062500 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -334633.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -334684.593750 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -334684.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -334737.656250 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -334737.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -334795.187500 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -334795.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -334843.687500 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -334843.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -334883.906250 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -334883.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -334915.375000 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -334915.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -334947.250000 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -334947.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -334975.500000 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -334975.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -335013.312500 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -335013.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -335055.875000 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -335055.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -335109.000000 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -335109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -335165.125000 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -335165.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -335218.718750 Penalty: 3767.062744
	Iteration 18Q: 3 clusters Score -335218.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -335255.125000 Penalty: 3767.062744
	Iteration 19Q: 3 clusters Score -335255.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -335289.750000 Penalty: 3767.062744
	Iteration 20F: 3 clusters Score -335289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -335313.531250 Penalty: 3767.062744
	Iteration 21Q: 3 clusters Score -335313.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -335338.750000 Penalty: 3767.062744
	Iteration 22Q: 3 clusters Score -335338.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -335355.625000 Penalty: 3767.062744
	Iteration 23Q: 3 clusters Score -335355.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -335373.312500 Penalty: 3767.062744
	Iteration 24Q: 3 clusters Score -335373.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -335392.250000 Penalty: 3767.062744
	Iteration 25Q: 3 clusters Score -335392.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -335399.781250 Penalty: 3767.062744
	Iteration 26Q: 3 clusters Score -335399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -335404.656250 Penalty: 3767.062744
	Iteration 27Q: 3 clusters Score -335404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -335406.312500 Penalty: 3767.062744
	Iteration 28Q: 3 clusters Score -335406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -335408.593750 Penalty: 3767.062744
	Iteration 29Q: 3 clusters Score -335408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -335408.593750 Penalty: 3767.062744
	Iteration 30F: 3 clusters Score -335408.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -126313.054688 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -126313.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -124609.796875 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -124609.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -124899.007812 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -124899 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -125051.226562 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -125051.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -125146.976562 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -125147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -125215.851562 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -125215.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125255.765625 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -125255.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -125292.945312 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -125292.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -125325.343750 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -125325.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125352.843750 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -125352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125375.867188 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -125375.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125407.578125 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -125407.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125440.687500 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -125440.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -125479.578125 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -125479.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -125534.984375 Penalty: 3268.789307
	Iteration 13Q: 3 clusters Score -125535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -125633.921875 Penalty: 3268.789307
	Iteration 14Q: 3 clusters Score -125633.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125731.476562 Penalty: 3268.789307
	Iteration 15Q: 3 clusters Score -125731.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -125823.757812 Penalty: 3268.789307
	Iteration 16Q: 3 clusters Score -125823.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -125921.000000 Penalty: 3268.789307
	Iteration 17Q: 3 clusters Score -125921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -126018.421875 Penalty: 3268.789307
	Iteration 18Q: 3 clusters Score -126018.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -126062.007812 Penalty: 3268.789307
	Iteration 19Q: 3 clusters Score -126062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -126106.328125 Penalty: 3268.789307
	Iteration 20F: 3 clusters Score -126106.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -126171.390625 Penalty: 3268.789307
	Iteration 21Q: 3 clusters Score -126171.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -126311.960938 Penalty: 3268.789307
	Iteration 22Q: 3 clusters Score -126312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -126463.335938 Penalty: 3268.789307
	Iteration 23Q: 3 clusters Score -126463.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -126581.609375 Penalty: 3268.789307
	Iteration 24Q: 3 clusters Score -126581.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126645.875000 Penalty: 3268.789307
	Iteration 25Q: 3 clusters Score -126645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126711.093750 Penalty: 3268.789307
	Iteration 26Q: 3 clusters Score -126711.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -126742.617188 Penalty: 3268.789307
	Iteration 27Q: 3 clusters Score -126742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126758.148438 Penalty: 3268.789307
	Iteration 28Q: 3 clusters Score -126758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -126771.656250 Penalty: 3268.789307
	Iteration 29Q: 3 clusters Score -126771.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -126780.507812 Penalty: 3268.789307
	Iteration 30Q: 3 clusters Score -126780.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -126780.507812 Penalty: 3268.789307
	Iteration 31F: 3 clusters Score -126780.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47842 members 
Mstep: Class 3 contains 46663 members 
Mstep: Class 4 contains 918 members 
Mstep: Class 5 contains 48015 members 
Mstep: Class 6 contains 47671 members 
Mstep: Class 7 contains 46156 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 47995 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1988 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 18067 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 45657 members 
Mstep: Class 17 contains 44453 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 65390 members 
Mstep: Class 20 contains 48171 members 
Mstep: Class 21 contains 43890 members 
Mstep: Class 22 contains 25306 members 
Mstep: Class 23 contains 483 members 
Entering Unmasked Estep 
Score: -106647752.000000 Penalty: 75744.453125
Splitting cluster 12 changes total score from -106649832.000000 to -106647752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (18067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Entering Unmasked Estep 
Score: -3263155.500000 Penalty: 2430.856934
	Iteration 0F: 2 clusters Score -3263156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3250283.750000 Penalty: 4861.713867
	Iteration 0F: 3 clusters Score -3250284 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3254872.000000 Penalty: 4861.713867
	Iteration 1F: 3 clusters Score -3254872 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3255842.000000 Penalty: 4861.713867
	Iteration 2F: 3 clusters Score -3255842 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3257058.750000 Penalty: 4861.713867
	Iteration 3F: 3 clusters Score -3257059 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3258279.000000 Penalty: 4861.713867
	Iteration 4F: 3 clusters Score -3258279 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3259321.500000 Penalty: 4861.713867
	Iteration 5F: 3 clusters Score -3259322 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3260087.250000 Penalty: 4861.713867
	Iteration 6F: 3 clusters Score -3260087 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3260597.000000 Penalty: 4861.713867
	Iteration 7Q: 3 clusters Score -3260597 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3260981.500000 Penalty: 4861.713867
	Iteration 8Q: 3 clusters Score -3260982 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -3261273.500000 Penalty: 4861.713867
	Iteration 9Q: 3 clusters Score -3261274 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3261503.250000 Penalty: 4861.713867
	Iteration 10Q: 3 clusters Score -3261503 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3261688.500000 Penalty: 4861.713867
	Iteration 11Q: 3 clusters Score -3261688 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3261823.000000 Penalty: 4861.713867
	Iteration 12Q: 3 clusters Score -3261823 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3261896.500000 Penalty: 4861.713867
	Iteration 13Q: 3 clusters Score -3261896 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3261959.750000 Penalty: 4861.713867
	Iteration 14Q: 3 clusters Score -3261960 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3261993.000000 Penalty: 4861.713867
	Iteration 15Q: 3 clusters Score -3261993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3262023.500000 Penalty: 4861.713867
	Iteration 16Q: 3 clusters Score -3262024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3262051.250000 Penalty: 4861.713867
	Iteration 17Q: 3 clusters Score -3262051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3262062.750000 Penalty: 4861.713867
	Iteration 18Q: 3 clusters Score -3262063 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3262082.750000 Penalty: 4861.713867
	Iteration 19Q: 3 clusters Score -3262083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3262104.750000 Penalty: 4861.713867
	Iteration 20F: 3 clusters Score -3262105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3262121.750000 Penalty: 4861.713867
	Iteration 21Q: 3 clusters Score -3262122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3262125.250000 Penalty: 4861.713867
	Iteration 22Q: 3 clusters Score -3262125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3262133.250000 Penalty: 4861.713867
	Iteration 23Q: 3 clusters Score -3262133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3262127.250000 Penalty: 4861.713867
	Iteration 24Q: 3 clusters Score -3262127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3262129.500000 Penalty: 4861.713867
	Iteration 25Q: 3 clusters Score -3262130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3262133.250000 Penalty: 4861.713867
	Iteration 26Q: 3 clusters Score -3262133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3262132.000000 Penalty: 4861.713867
	Iteration 27Q: 3 clusters Score -3262132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3262136.250000 Penalty: 4861.713867
	Iteration 28Q: 3 clusters Score -3262136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3262140.750000 Penalty: 4861.713867
	Iteration 29Q: 3 clusters Score -3262141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3262145.000000 Penalty: 4861.713867
	Iteration 30Q: 3 clusters Score -3262145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3262139.250000 Penalty: 4861.713867
	Iteration 31Q: 3 clusters Score -3262139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3262144.750000 Penalty: 4861.713867
	Iteration 32Q: 3 clusters Score -3262145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3262142.750000 Penalty: 4861.713867
	Iteration 33Q: 3 clusters Score -3262143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3262143.750000 Penalty: 4861.713867
	Iteration 34Q: 3 clusters Score -3262144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3262146.750000 Penalty: 4861.713867
	Iteration 35Q: 3 clusters Score -3262147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3262150.750000 Penalty: 4861.713867
	Iteration 36Q: 3 clusters Score -3262151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3262150.500000 Penalty: 4861.713867
	Iteration 37Q: 3 clusters Score -3262150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3262149.500000 Penalty: 4861.713867
	Iteration 38Q: 3 clusters Score -3262150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3262149.500000 Penalty: 4861.713867
	Iteration 39F: 3 clusters Score -3262150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -282567.656250 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -282567.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -280274.781250 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -280274.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -280627.125000 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -280627.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -280738.500000 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -280738.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -280802.343750 Penalty: 3634.579346
	Iteration 3Q: 3 clusters Score -280802.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -280838.750000 Penalty: 3634.579346
	Iteration 4Q: 3 clusters Score -280838.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -280861.125000 Penalty: 3634.579346
	Iteration 5Q: 3 clusters Score -280861.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -280871.750000 Penalty: 3634.579346
	Iteration 6Q: 3 clusters Score -280871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -280879.218750 Penalty: 3634.579346
	Iteration 7Q: 3 clusters Score -280879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -280884.125000 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -280884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -280891.250000 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -280891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -280896.843750 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -280896.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -280901.187500 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -280901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -280903.156250 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -280903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -280904.656250 Penalty: 3634.579346
	Iteration 13Q: 3 clusters Score -280904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -280906.031250 Penalty: 3634.579346
	Iteration 14Q: 3 clusters Score -280906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -280907.375000 Penalty: 3634.579346
	Iteration 15Q: 3 clusters Score -280907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -280906.968750 Penalty: 3634.579346
	Iteration 16Q: 3 clusters Score -280907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -280906.968750 Penalty: 3634.579346
	Iteration 17F: 3 clusters Score -280907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -165312.671875 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -165312.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -163371.375000 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -163371.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -163988.265625 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -163988.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -164713.062500 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -164713.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -165392.500000 Penalty: 3469.445801
	Iteration 3F: 3 clusters Score -165392.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -165825.953125 Penalty: 3469.445801
	Iteration 4F: 3 clusters Score -165826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -166094.671875 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -166094.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -166181.328125 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -166181.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -166209.343750 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -166209.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -166244.578125 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -166244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -166260.203125 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -166260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166262.484375 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -166262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166267.859375 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -166267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166268.546875 Penalty: 3469.445801
	Iteration 12F: 3 clusters Score -166268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -166272.640625 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -166272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -166275.203125 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -166275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -166279.093750 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -166279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -166280.359375 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -166280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166286.171875 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -166286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166290.375000 Penalty: 3469.445801
	Iteration 18Q: 3 clusters Score -166290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166291.437500 Penalty: 3469.445801
	Iteration 19Q: 3 clusters Score -166291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166291.437500 Penalty: 3469.445801
	Iteration 20F: 3 clusters Score -166291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47842 members 
Mstep: Class 3 contains 46663 members 
Mstep: Class 4 contains 918 members 
Mstep: Class 5 contains 48015 members 
Mstep: Class 6 contains 47671 members 
Mstep: Class 7 contains 46156 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 47995 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1988 members 
Mstep: Class 12 contains 728 members 
Mstep: Class 13 contains 18067 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 45657 members 
Mstep: Class 17 contains 44453 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 65390 members 
Mstep: Class 20 contains 48171 members 
Mstep: Class 21 contains 43890 members 
Mstep: Class 22 contains 25306 members 
Mstep: Class 23 contains 687 members 
Entering Unmasked Estep 
Score: -106648384.000000 Penalty: 75744.453125
Splitting cluster 15 changes total score from -106649832.000000 to -106648384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (45657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Entering Unmasked Estep 
Score: -8438493.000000 Penalty: 2660.770264
	Iteration 0F: 2 clusters Score -8438493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -8409148.000000 Penalty: 5321.540527
	Iteration 0F: 3 clusters Score -8409148 nChanged 20928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -8420573.000000 Penalty: 5321.540527
	Iteration 1F: 3 clusters Score -8420573 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -8421087.000000 Penalty: 5321.540527
	Iteration 2Q: 3 clusters Score -8421087 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -8421585.000000 Penalty: 5321.540527
	Iteration 3Q: 3 clusters Score -8421585 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -8422070.000000 Penalty: 5321.540527
	Iteration 4Q: 3 clusters Score -8422070 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -8422444.000000 Penalty: 5321.540527
	Iteration 5Q: 3 clusters Score -8422444 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8422875.000000 Penalty: 5321.540527
	Iteration 6Q: 3 clusters Score -8422875 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -8423290.000000 Penalty: 5321.540527
	Iteration 7Q: 3 clusters Score -8423290 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -8423682.000000 Penalty: 5321.540527
	Iteration 8Q: 3 clusters Score -8423682 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -8424113.000000 Penalty: 5321.540527
	Iteration 9Q: 3 clusters Score -8424113 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -8424643.000000 Penalty: 5321.540527
	Iteration 10Q: 3 clusters Score -8424643 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -8425309.000000 Penalty: 5321.540527
	Iteration 11Q: 3 clusters Score -8425309 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -8426184.000000 Penalty: 5321.540527
	Iteration 12Q: 3 clusters Score -8426184 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -8427375.000000 Penalty: 5321.540527
	Iteration 13Q: 3 clusters Score -8427375 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -8428664.000000 Penalty: 5321.540527
	Iteration 14Q: 3 clusters Score -8428664 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -8429735.000000 Penalty: 5321.540527
	Iteration 15Q: 3 clusters Score -8429735 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -8430372.000000 Penalty: 5321.540527
	Iteration 16Q: 3 clusters Score -8430372 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -8430765.000000 Penalty: 5321.540527
	Iteration 17Q: 3 clusters Score -8430765 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -8431018.000000 Penalty: 5321.540527
	Iteration 18Q: 3 clusters Score -8431018 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -8431162.000000 Penalty: 5321.540527
	Iteration 19Q: 3 clusters Score -8431162 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -8431280.000000 Penalty: 5321.540527
	Iteration 20F: 3 clusters Score -8431280 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -8431424.000000 Penalty: 5321.540527
	Iteration 21Q: 3 clusters Score -8431424 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -8431555.000000 Penalty: 5321.540527
	Iteration 22Q: 3 clusters Score -8431555 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -8431659.000000 Penalty: 5321.540527
	Iteration 23Q: 3 clusters Score -8431659 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -8431810.000000 Penalty: 5321.540527
	Iteration 24Q: 3 clusters Score -8431810 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -8431941.000000 Penalty: 5321.540527
	Iteration 25Q: 3 clusters Score -8431941 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -8432121.000000 Penalty: 5321.540527
	Iteration 26Q: 3 clusters Score -8432121 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -8432282.000000 Penalty: 5321.540527
	Iteration 27Q: 3 clusters Score -8432282 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -8432475.000000 Penalty: 5321.540527
	Iteration 28Q: 3 clusters Score -8432475 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8432687.000000 Penalty: 5321.540527
	Iteration 29Q: 3 clusters Score -8432687 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -8432852.000000 Penalty: 5321.540527
	Iteration 30Q: 3 clusters Score -8432852 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -8432999.000000 Penalty: 5321.540527
	Iteration 31Q: 3 clusters Score -8432999 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -8433218.000000 Penalty: 5321.540527
	Iteration 32Q: 3 clusters Score -8433218 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -8433383.000000 Penalty: 5321.540527
	Iteration 33Q: 3 clusters Score -8433383 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -8433582.000000 Penalty: 5321.540527
	Iteration 34Q: 3 clusters Score -8433582 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -8433822.000000 Penalty: 5321.540527
	Iteration 35Q: 3 clusters Score -8433822 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -8434080.000000 Penalty: 5321.540527
	Iteration 36Q: 3 clusters Score -8434080 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -8434343.000000 Penalty: 5321.540527
	Iteration 37Q: 3 clusters Score -8434343 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -8434619.000000 Penalty: 5321.540527
	Iteration 38Q: 3 clusters Score -8434619 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -8434849.000000 Penalty: 5321.540527
	Iteration 39Q: 3 clusters Score -8434849 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -8435064.000000 Penalty: 5321.540527
	Iteration 40F: 3 clusters Score -8435064 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -8435279.000000 Penalty: 5321.540527
	Iteration 41Q: 3 clusters Score -8435279 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -8435514.000000 Penalty: 5321.540527
	Iteration 42Q: 3 clusters Score -8435514 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -8435696.000000 Penalty: 5321.540527
	Iteration 43Q: 3 clusters Score -8435696 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -8435859.000000 Penalty: 5321.540527
	Iteration 44Q: 3 clusters Score -8435859 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -8435981.000000 Penalty: 5321.540527
	Iteration 45Q: 3 clusters Score -8435981 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -8436033.000000 Penalty: 5321.540527
	Iteration 46Q: 3 clusters Score -8436033 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -8436115.000000 Penalty: 5321.540527
	Iteration 47Q: 3 clusters Score -8436115 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -8436154.000000 Penalty: 5321.540527
	Iteration 48Q: 3 clusters Score -8436154 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -8436203.000000 Penalty: 5321.540527
	Iteration 49Q: 3 clusters Score -8436203 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -8436262.000000 Penalty: 5321.540527
	Iteration 50Q: 3 clusters Score -8436262 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -8436263.000000 Penalty: 5321.540527
	Iteration 51Q: 3 clusters Score -8436263 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -8436275.000000 Penalty: 5321.540527
	Iteration 52Q: 3 clusters Score -8436275 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8436268.000000 Penalty: 5321.540527
	Iteration 53Q: 3 clusters Score -8436268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8436297.000000 Penalty: 5321.540527
	Iteration 54Q: 3 clusters Score -8436297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -8436290.000000 Penalty: 5321.540527
	Iteration 55Q: 3 clusters Score -8436290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -8436287.000000 Penalty: 5321.540527
	Iteration 56Q: 3 clusters Score -8436287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -8436313.000000 Penalty: 5321.540527
	Iteration 57Q: 3 clusters Score -8436313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8436325.000000 Penalty: 5321.540527
	Iteration 58Q: 3 clusters Score -8436325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8436338.000000 Penalty: 5321.540527
	Iteration 59Q: 3 clusters Score -8436338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -8436348.000000 Penalty: 5321.540527
	Iteration 60F: 3 clusters Score -8436348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8436348.000000 Penalty: 5321.540527
	Iteration 61Q: 3 clusters Score -8436348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -8436363.000000 Penalty: 5321.540527
	Iteration 62Q: 3 clusters Score -8436363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8436384.000000 Penalty: 5321.540527
	Iteration 63Q: 3 clusters Score -8436384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8436380.000000 Penalty: 5321.540527
	Iteration 64Q: 3 clusters Score -8436380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -8436402.000000 Penalty: 5321.540527
	Iteration 65Q: 3 clusters Score -8436402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -8436414.000000 Penalty: 5321.540527
	Iteration 66Q: 3 clusters Score -8436414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -8436405.000000 Penalty: 5321.540527
	Iteration 67Q: 3 clusters Score -8436405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -8436404.000000 Penalty: 5321.540527
	Iteration 68Q: 3 clusters Score -8436404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -8436420.000000 Penalty: 5321.540527
	Iteration 69Q: 3 clusters Score -8436420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -8436436.000000 Penalty: 5321.540527
	Iteration 70Q: 3 clusters Score -8436436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -8436434.000000 Penalty: 5321.540527
	Iteration 71Q: 3 clusters Score -8436434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8436436.000000 Penalty: 5321.540527
	Iteration 72Q: 3 clusters Score -8436436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8436421.000000 Penalty: 5321.540527
	Iteration 73Q: 3 clusters Score -8436421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8436426.000000 Penalty: 5321.540527
	Iteration 74Q: 3 clusters Score -8436426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -8436422.000000 Penalty: 5321.540527
	Iteration 75Q: 3 clusters Score -8436422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -8436441.000000 Penalty: 5321.540527
	Iteration 76Q: 3 clusters Score -8436441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -8436444.000000 Penalty: 5321.540527
	Iteration 77Q: 3 clusters Score -8436444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8436452.000000 Penalty: 5321.540527
	Iteration 78Q: 3 clusters Score -8436452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -8436458.000000 Penalty: 5321.540527
	Iteration 79Q: 3 clusters Score -8436458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -8436464.000000 Penalty: 5321.540527
	Iteration 80F: 3 clusters Score -8436464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -8436476.000000 Penalty: 5321.540527
	Iteration 81Q: 3 clusters Score -8436476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -8436479.000000 Penalty: 5321.540527
	Iteration 82Q: 3 clusters Score -8436479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -8436493.000000 Penalty: 5321.540527
	Iteration 83Q: 3 clusters Score -8436493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -8436496.000000 Penalty: 5321.540527
	Iteration 84Q: 3 clusters Score -8436496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8436483.000000 Penalty: 5321.540527
	Iteration 85Q: 3 clusters Score -8436483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -8436491.000000 Penalty: 5321.540527
	Iteration 86Q: 3 clusters Score -8436491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -8436503.000000 Penalty: 5321.540527
	Iteration 87Q: 3 clusters Score -8436503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -8436502.000000 Penalty: 5321.540527
	Iteration 88Q: 3 clusters Score -8436502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -8436505.000000 Penalty: 5321.540527
	Iteration 89Q: 3 clusters Score -8436505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -8436508.000000 Penalty: 5321.540527
	Iteration 90Q: 3 clusters Score -8436508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -8436512.000000 Penalty: 5321.540527
	Iteration 91Q: 3 clusters Score -8436512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -8436518.000000 Penalty: 5321.540527
	Iteration 92Q: 3 clusters Score -8436518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -8436517.000000 Penalty: 5321.540527
	Iteration 93Q: 3 clusters Score -8436517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -8436513.000000 Penalty: 5321.540527
	Iteration 94Q: 3 clusters Score -8436513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -8436516.000000 Penalty: 5321.540527
	Iteration 95Q: 3 clusters Score -8436516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -8436519.000000 Penalty: 5321.540527
	Iteration 96Q: 3 clusters Score -8436519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -8436519.000000 Penalty: 5321.540527
	Iteration 97Q: 3 clusters Score -8436519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -8436517.000000 Penalty: 5321.540527
	Iteration 98Q: 3 clusters Score -8436517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -8436524.000000 Penalty: 5321.540527
	Iteration 99Q: 3 clusters Score -8436524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -8436520.000000 Penalty: 5321.540527
	Iteration 100F: 3 clusters Score -8436520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -8436516.000000 Penalty: 5321.540527
	Iteration 101Q: 3 clusters Score -8436516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -8436515.000000 Penalty: 5321.540527
	Iteration 102Q: 3 clusters Score -8436515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -8436521.000000 Penalty: 5321.540527
	Iteration 103Q: 3 clusters Score -8436521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -8436524.000000 Penalty: 5321.540527
	Iteration 104Q: 3 clusters Score -8436524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -8436519.000000 Penalty: 5321.540527
	Iteration 105Q: 3 clusters Score -8436519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -8436518.000000 Penalty: 5321.540527
	Iteration 106Q: 3 clusters Score -8436518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -8436513.000000 Penalty: 5321.540527
	Iteration 107Q: 3 clusters Score -8436513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -8436514.000000 Penalty: 5321.540527
	Iteration 108Q: 3 clusters Score -8436514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -8436523.000000 Penalty: 5321.540527
	Iteration 109Q: 3 clusters Score -8436523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -8436525.000000 Penalty: 5321.540527
	Iteration 110Q: 3 clusters Score -8436525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8436515.000000 Penalty: 5321.540527
	Iteration 111Q: 3 clusters Score -8436515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -8436516.000000 Penalty: 5321.540527
	Iteration 112Q: 3 clusters Score -8436516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -8436525.000000 Penalty: 5321.540527
	Iteration 113Q: 3 clusters Score -8436525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -8436526.000000 Penalty: 5321.540527
	Iteration 114Q: 3 clusters Score -8436526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8436537.000000 Penalty: 5321.540527
	Iteration 115Q: 3 clusters Score -8436537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -8436534.000000 Penalty: 5321.540527
	Iteration 116Q: 3 clusters Score -8436534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8436530.000000 Penalty: 5321.540527
	Iteration 117Q: 3 clusters Score -8436530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8436534.000000 Penalty: 5321.540527
	Iteration 118Q: 3 clusters Score -8436534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -8436530.000000 Penalty: 5321.540527
	Iteration 119Q: 3 clusters Score -8436530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -8436525.000000 Penalty: 5321.540527
	Iteration 120F: 3 clusters Score -8436525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -8436528.000000 Penalty: 5321.540527
	Iteration 121Q: 3 clusters Score -8436528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8436532.000000 Penalty: 5321.540527
	Iteration 122Q: 3 clusters Score -8436532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8436532.000000 Penalty: 5321.540527
	Iteration 123F: 3 clusters Score -8436532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Entering Unmasked Estep 
Score: -8242682.500000 Penalty: 2654.142578
	Iteration 0F: 2 clusters Score -8242682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -8213695.000000 Penalty: 5308.285156
	Iteration 0F: 3 clusters Score -8213695 nChanged 20337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -8224698.000000 Penalty: 5308.285156
	Iteration 1F: 3 clusters Score -8224698 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -8225170.000000 Penalty: 5308.285156
	Iteration 2Q: 3 clusters Score -8225170 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -8225585.000000 Penalty: 5308.285156
	Iteration 3Q: 3 clusters Score -8225585 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -8225990.000000 Penalty: 5308.285156
	Iteration 4Q: 3 clusters Score -8225990 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -8226484.500000 Penalty: 5308.285156
	Iteration 5Q: 3 clusters Score -8226484 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -8226986.000000 Penalty: 5308.285156
	Iteration 6Q: 3 clusters Score -8226986 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -8227655.000000 Penalty: 5308.285156
	Iteration 7Q: 3 clusters Score -8227655 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -8228553.000000 Penalty: 5308.285156
	Iteration 8Q: 3 clusters Score -8228553 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -8229772.500000 Penalty: 5308.285156
	Iteration 9Q: 3 clusters Score -8229772 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -8231397.000000 Penalty: 5308.285156
	Iteration 10F: 3 clusters Score -8231397 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -8233281.500000 Penalty: 5308.285156
	Iteration 11F: 3 clusters Score -8233282 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -8234699.500000 Penalty: 5308.285156
	Iteration 12F: 3 clusters Score -8234700 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -8235486.000000 Penalty: 5308.285156
	Iteration 13Q: 3 clusters Score -8235486 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -8235833.500000 Penalty: 5308.285156
	Iteration 14Q: 3 clusters Score -8235834 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -8236078.000000 Penalty: 5308.285156
	Iteration 15Q: 3 clusters Score -8236078 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -8236304.500000 Penalty: 5308.285156
	Iteration 16Q: 3 clusters Score -8236304 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -8236523.500000 Penalty: 5308.285156
	Iteration 17Q: 3 clusters Score -8236524 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -8236721.000000 Penalty: 5308.285156
	Iteration 18Q: 3 clusters Score -8236721 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -8236936.000000 Penalty: 5308.285156
	Iteration 19Q: 3 clusters Score -8236936 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -8237133.500000 Penalty: 5308.285156
	Iteration 20F: 3 clusters Score -8237134 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -8237344.000000 Penalty: 5308.285156
	Iteration 21Q: 3 clusters Score -8237344 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -8237613.000000 Penalty: 5308.285156
	Iteration 22Q: 3 clusters Score -8237613 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -8237881.500000 Penalty: 5308.285156
	Iteration 23Q: 3 clusters Score -8237882 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -8238195.000000 Penalty: 5308.285156
	Iteration 24Q: 3 clusters Score -8238195 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -8238472.500000 Penalty: 5308.285156
	Iteration 25Q: 3 clusters Score -8238472 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -8238765.000000 Penalty: 5308.285156
	Iteration 26Q: 3 clusters Score -8238765 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -8239048.500000 Penalty: 5308.285156
	Iteration 27Q: 3 clusters Score -8239048 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8239319.000000 Penalty: 5308.285156
	Iteration 28Q: 3 clusters Score -8239319 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8239547.500000 Penalty: 5308.285156
	Iteration 29Q: 3 clusters Score -8239548 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -8239762.500000 Penalty: 5308.285156
	Iteration 30Q: 3 clusters Score -8239762 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8239945.500000 Penalty: 5308.285156
	Iteration 31Q: 3 clusters Score -8239946 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8240130.500000 Penalty: 5308.285156
	Iteration 32Q: 3 clusters Score -8240130 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8240263.500000 Penalty: 5308.285156
	Iteration 33Q: 3 clusters Score -8240264 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8240345.000000 Penalty: 5308.285156
	Iteration 34Q: 3 clusters Score -8240345 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8240433.500000 Penalty: 5308.285156
	Iteration 35Q: 3 clusters Score -8240434 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8240500.000000 Penalty: 5308.285156
	Iteration 36Q: 3 clusters Score -8240500 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8240571.500000 Penalty: 5308.285156
	Iteration 37Q: 3 clusters Score -8240572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8240572.500000 Penalty: 5308.285156
	Iteration 38Q: 3 clusters Score -8240572 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8240583.000000 Penalty: 5308.285156
	Iteration 39Q: 3 clusters Score -8240583 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8240614.500000 Penalty: 5308.285156
	Iteration 40F: 3 clusters Score -8240614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8240634.500000 Penalty: 5308.285156
	Iteration 41Q: 3 clusters Score -8240634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8240655.500000 Penalty: 5308.285156
	Iteration 42Q: 3 clusters Score -8240656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8240664.000000 Penalty: 5308.285156
	Iteration 43Q: 3 clusters Score -8240664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8240672.000000 Penalty: 5308.285156
	Iteration 44Q: 3 clusters Score -8240672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8240683.500000 Penalty: 5308.285156
	Iteration 45Q: 3 clusters Score -8240684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8240702.500000 Penalty: 5308.285156
	Iteration 46Q: 3 clusters Score -8240702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8240707.000000 Penalty: 5308.285156
	Iteration 47Q: 3 clusters Score -8240707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8240720.500000 Penalty: 5308.285156
	Iteration 48Q: 3 clusters Score -8240720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8240730.500000 Penalty: 5308.285156
	Iteration 49Q: 3 clusters Score -8240730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8240737.500000 Penalty: 5308.285156
	Iteration 50Q: 3 clusters Score -8240738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8240731.500000 Penalty: 5308.285156
	Iteration 51Q: 3 clusters Score -8240732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8240734.000000 Penalty: 5308.285156
	Iteration 52Q: 3 clusters Score -8240734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8240736.000000 Penalty: 5308.285156
	Iteration 53Q: 3 clusters Score -8240736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8240740.500000 Penalty: 5308.285156
	Iteration 54Q: 3 clusters Score -8240740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8240733.500000 Penalty: 5308.285156
	Iteration 55Q: 3 clusters Score -8240734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8240733.500000 Penalty: 5308.285156
	Iteration 56F: 3 clusters Score -8240734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -300434.781250 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -300434.8 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 856 members 
Entering Unmasked Estep 
Score: -297985.437500 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -297985.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -298444.406250 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -298444.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -298610.312500 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -298610.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -298710.156250 Penalty: 3691.766846
	Iteration 3Q: 3 clusters Score -298710.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -298775.031250 Penalty: 3691.766846
	Iteration 4Q: 3 clusters Score -298775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -298843.937500 Penalty: 3691.766846
	Iteration 5Q: 3 clusters Score -298843.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -298943.187500 Penalty: 3691.766846
	Iteration 6Q: 3 clusters Score -298943.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -299063.937500 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -299063.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -299210.437500 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -299210.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -299319.812500 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -299319.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -299406.781250 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -299406.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -299475.812500 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -299475.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -299512.312500 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -299512.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -299540.187500 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -299540.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -299568.000000 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -299568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -299579.656250 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -299579.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -299590.218750 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -299590.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -299599.375000 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -299599.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -299610.062500 Penalty: 3691.766846
	Iteration 18Q: 3 clusters Score -299610.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -299619.156250 Penalty: 3691.766846
	Iteration 19Q: 3 clusters Score -299619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -299626.656250 Penalty: 3691.766846
	Iteration 20F: 3 clusters Score -299626.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -299632.187500 Penalty: 3691.766846
	Iteration 21Q: 3 clusters Score -299632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -299634.781250 Penalty: 3691.766846
	Iteration 22Q: 3 clusters Score -299634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -299635.125000 Penalty: 3691.766846
	Iteration 23Q: 3 clusters Score -299635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -299635.125000 Penalty: 3691.766846
	Iteration 24F: 3 clusters Score -299635.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Entering Unmasked Estep 
Score: -12022124.000000 Penalty: 2749.854736
	Iteration 0F: 2 clusters Score -1.202212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -11983854.000000 Penalty: 5499.709473
	Iteration 0F: 3 clusters Score -1.198385e+07 nChanged 30327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -12001223.000000 Penalty: 5499.709473
	Iteration 1F: 3 clusters Score -1.200122e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -12002576.000000 Penalty: 5499.709473
	Iteration 2Q: 3 clusters Score -1.200258e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -12004579.000000 Penalty: 5499.709473
	Iteration 3Q: 3 clusters Score -1.200458e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -12006900.000000 Penalty: 5499.709473
	Iteration 4Q: 3 clusters Score -1.20069e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -12009317.000000 Penalty: 5499.709473
	Iteration 5F: 3 clusters Score -1.200932e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -12011763.000000 Penalty: 5499.709473
	Iteration 6F: 3 clusters Score -1.201176e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -12014043.000000 Penalty: 5499.709473
	Iteration 7F: 3 clusters Score -1.201404e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -12015881.000000 Penalty: 5499.709473
	Iteration 8Q: 3 clusters Score -1.201588e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -12017139.000000 Penalty: 5499.709473
	Iteration 9Q: 3 clusters Score -1.201714e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -12017910.000000 Penalty: 5499.709473
	Iteration 10Q: 3 clusters Score -1.201791e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -12018243.000000 Penalty: 5499.709473
	Iteration 11Q: 3 clusters Score -1.201824e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -12018435.000000 Penalty: 5499.709473
	Iteration 12Q: 3 clusters Score -1.201844e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -12018544.000000 Penalty: 5499.709473
	Iteration 13Q: 3 clusters Score -1.201854e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -12018581.000000 Penalty: 5499.709473
	Iteration 14Q: 3 clusters Score -1.201858e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -12018578.000000 Penalty: 5499.709473
	Iteration 15Q: 3 clusters Score -1.201858e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -12018647.000000 Penalty: 5499.709473
	Iteration 16Q: 3 clusters Score -1.201865e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -12018656.000000 Penalty: 5499.709473
	Iteration 17Q: 3 clusters Score -1.201866e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -12018718.000000 Penalty: 5499.709473
	Iteration 18Q: 3 clusters Score -1.201872e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -12018722.000000 Penalty: 5499.709473
	Iteration 19Q: 3 clusters Score -1.201872e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -12018741.000000 Penalty: 5499.709473
	Iteration 20F: 3 clusters Score -1.201874e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -12018729.000000 Penalty: 5499.709473
	Iteration 21Q: 3 clusters Score -1.201873e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -12018741.000000 Penalty: 5499.709473
	Iteration 22Q: 3 clusters Score -1.201874e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -12018808.000000 Penalty: 5499.709473
	Iteration 23Q: 3 clusters Score -1.201881e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -12018802.000000 Penalty: 5499.709473
	Iteration 24Q: 3 clusters Score -1.20188e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -12018822.000000 Penalty: 5499.709473
	Iteration 25Q: 3 clusters Score -1.201882e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -12018838.000000 Penalty: 5499.709473
	Iteration 26Q: 3 clusters Score -1.201884e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -12018884.000000 Penalty: 5499.709473
	Iteration 27Q: 3 clusters Score -1.201888e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -12018883.000000 Penalty: 5499.709473
	Iteration 28Q: 3 clusters Score -1.201888e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -12018885.000000 Penalty: 5499.709473
	Iteration 29Q: 3 clusters Score -1.201888e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -12018891.000000 Penalty: 5499.709473
	Iteration 30Q: 3 clusters Score -1.201889e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -12018899.000000 Penalty: 5499.709473
	Iteration 31Q: 3 clusters Score -1.20189e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -12018904.000000 Penalty: 5499.709473
	Iteration 32Q: 3 clusters Score -1.20189e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -12018907.000000 Penalty: 5499.709473
	Iteration 33Q: 3 clusters Score -1.201891e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -12018920.000000 Penalty: 5499.709473
	Iteration 34Q: 3 clusters Score -1.201892e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -12018927.000000 Penalty: 5499.709473
	Iteration 35Q: 3 clusters Score -1.201893e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -12018960.000000 Penalty: 5499.709473
	Iteration 36Q: 3 clusters Score -1.201896e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -12018952.000000 Penalty: 5499.709473
	Iteration 37Q: 3 clusters Score -1.201895e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -12018974.000000 Penalty: 5499.709473
	Iteration 38Q: 3 clusters Score -1.201897e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -12018967.000000 Penalty: 5499.709473
	Iteration 39Q: 3 clusters Score -1.201897e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -12018968.000000 Penalty: 5499.709473
	Iteration 40F: 3 clusters Score -1.201897e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -12018974.000000 Penalty: 5499.709473
	Iteration 41Q: 3 clusters Score -1.201897e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -12018950.000000 Penalty: 5499.709473
	Iteration 42Q: 3 clusters Score -1.201895e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -12018964.000000 Penalty: 5499.709473
	Iteration 43Q: 3 clusters Score -1.201896e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -12019002.000000 Penalty: 5499.709473
	Iteration 44Q: 3 clusters Score -1.2019e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -12019018.000000 Penalty: 5499.709473
	Iteration 45Q: 3 clusters Score -1.201902e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -12018999.000000 Penalty: 5499.709473
	Iteration 46Q: 3 clusters Score -1.2019e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -12019006.000000 Penalty: 5499.709473
	Iteration 47Q: 3 clusters Score -1.201901e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -12019055.000000 Penalty: 5499.709473
	Iteration 48Q: 3 clusters Score -1.201906e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -12019035.000000 Penalty: 5499.709473
	Iteration 49Q: 3 clusters Score -1.201904e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -12019040.000000 Penalty: 5499.709473
	Iteration 50Q: 3 clusters Score -1.201904e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -12019059.000000 Penalty: 5499.709473
	Iteration 51Q: 3 clusters Score -1.201906e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -12019077.000000 Penalty: 5499.709473
	Iteration 52Q: 3 clusters Score -1.201908e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -12019111.000000 Penalty: 5499.709473
	Iteration 53Q: 3 clusters Score -1.201911e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -12019111.000000 Penalty: 5499.709473
	Iteration 54Q: 3 clusters Score -1.201911e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -12019086.000000 Penalty: 5499.709473
	Iteration 55Q: 3 clusters Score -1.201909e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -12019104.000000 Penalty: 5499.709473
	Iteration 56Q: 3 clusters Score -1.20191e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -12019085.000000 Penalty: 5499.709473
	Iteration 57Q: 3 clusters Score -1.201908e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -12019104.000000 Penalty: 5499.709473
	Iteration 58Q: 3 clusters Score -1.20191e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -12019108.000000 Penalty: 5499.709473
	Iteration 59Q: 3 clusters Score -1.201911e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -12019108.000000 Penalty: 5499.709473
	Iteration 60F: 3 clusters Score -1.201911e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -12019107.000000 Penalty: 5499.709473
	Iteration 61Q: 3 clusters Score -1.201911e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -12019111.000000 Penalty: 5499.709473
	Iteration 62Q: 3 clusters Score -1.201911e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -12019127.000000 Penalty: 5499.709473
	Iteration 63Q: 3 clusters Score -1.201913e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -12019117.000000 Penalty: 5499.709473
	Iteration 64Q: 3 clusters Score -1.201912e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -12019126.000000 Penalty: 5499.709473
	Iteration 65Q: 3 clusters Score -1.201913e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -12019154.000000 Penalty: 5499.709473
	Iteration 66Q: 3 clusters Score -1.201915e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -12019154.000000 Penalty: 5499.709473
	Iteration 67Q: 3 clusters Score -1.201915e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -12019175.000000 Penalty: 5499.709473
	Iteration 68Q: 3 clusters Score -1.201918e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -12019206.000000 Penalty: 5499.709473
	Iteration 69Q: 3 clusters Score -1.201921e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -12019226.000000 Penalty: 5499.709473
	Iteration 70Q: 3 clusters Score -1.201923e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -12019240.000000 Penalty: 5499.709473
	Iteration 71Q: 3 clusters Score -1.201924e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -12019266.000000 Penalty: 5499.709473
	Iteration 72Q: 3 clusters Score -1.201927e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -12019303.000000 Penalty: 5499.709473
	Iteration 73Q: 3 clusters Score -1.20193e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -12019361.000000 Penalty: 5499.709473
	Iteration 74Q: 3 clusters Score -1.201936e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -12019350.000000 Penalty: 5499.709473
	Iteration 75Q: 3 clusters Score -1.201935e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -12019400.000000 Penalty: 5499.709473
	Iteration 76Q: 3 clusters Score -1.20194e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -12019413.000000 Penalty: 5499.709473
	Iteration 77Q: 3 clusters Score -1.201941e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -12019497.000000 Penalty: 5499.709473
	Iteration 78Q: 3 clusters Score -1.20195e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -12019478.000000 Penalty: 5499.709473
	Iteration 79Q: 3 clusters Score -1.201948e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -12019517.000000 Penalty: 5499.709473
	Iteration 80F: 3 clusters Score -1.201952e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -12019479.000000 Penalty: 5499.709473
	Iteration 81Q: 3 clusters Score -1.201948e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -12019525.000000 Penalty: 5499.709473
	Iteration 82Q: 3 clusters Score -1.201952e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -12019532.000000 Penalty: 5499.709473
	Iteration 83Q: 3 clusters Score -1.201953e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -12019556.000000 Penalty: 5499.709473
	Iteration 84Q: 3 clusters Score -1.201956e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -12019599.000000 Penalty: 5499.709473
	Iteration 85Q: 3 clusters Score -1.20196e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -12019625.000000 Penalty: 5499.709473
	Iteration 86Q: 3 clusters Score -1.201962e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -12019637.000000 Penalty: 5499.709473
	Iteration 87Q: 3 clusters Score -1.201964e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -12019659.000000 Penalty: 5499.709473
	Iteration 88Q: 3 clusters Score -1.201966e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -12019724.000000 Penalty: 5499.709473
	Iteration 89Q: 3 clusters Score -1.201972e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -12019774.000000 Penalty: 5499.709473
	Iteration 90Q: 3 clusters Score -1.201977e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -12019835.000000 Penalty: 5499.709473
	Iteration 91Q: 3 clusters Score -1.201984e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -12019895.000000 Penalty: 5499.709473
	Iteration 92Q: 3 clusters Score -1.20199e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -12019924.000000 Penalty: 5499.709473
	Iteration 93Q: 3 clusters Score -1.201992e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -12019982.000000 Penalty: 5499.709473
	Iteration 94Q: 3 clusters Score -1.201998e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -12020074.000000 Penalty: 5499.709473
	Iteration 95Q: 3 clusters Score -1.202007e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -12020178.000000 Penalty: 5499.709473
	Iteration 96Q: 3 clusters Score -1.202018e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -12020266.000000 Penalty: 5499.709473
	Iteration 97Q: 3 clusters Score -1.202027e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -12020424.000000 Penalty: 5499.709473
	Iteration 98Q: 3 clusters Score -1.202042e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -12020596.000000 Penalty: 5499.709473
	Iteration 99Q: 3 clusters Score -1.20206e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -12020747.000000 Penalty: 5499.709473
	Iteration 100F: 3 clusters Score -1.202075e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -12020817.000000 Penalty: 5499.709473
	Iteration 101Q: 3 clusters Score -1.202082e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -12020936.000000 Penalty: 5499.709473
	Iteration 102Q: 3 clusters Score -1.202094e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -12020992.000000 Penalty: 5499.709473
	Iteration 103Q: 3 clusters Score -1.202099e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -12021101.000000 Penalty: 5499.709473
	Iteration 104Q: 3 clusters Score -1.20211e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -12021215.000000 Penalty: 5499.709473
	Iteration 105Q: 3 clusters Score -1.202122e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -12021316.000000 Penalty: 5499.709473
	Iteration 106Q: 3 clusters Score -1.202132e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -12021369.000000 Penalty: 5499.709473
	Iteration 107Q: 3 clusters Score -1.202137e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -12021528.000000 Penalty: 5499.709473
	Iteration 108Q: 3 clusters Score -1.202153e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -12021682.000000 Penalty: 5499.709473
	Iteration 109Q: 3 clusters Score -1.202168e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -12021799.000000 Penalty: 5499.709473
	Iteration 110Q: 3 clusters Score -1.20218e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -12021902.000000 Penalty: 5499.709473
	Iteration 111Q: 3 clusters Score -1.20219e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -12022090.000000 Penalty: 5499.709473
	Iteration 112Q: 3 clusters Score -1.202209e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -12022196.000000 Penalty: 5499.709473
	Iteration 113Q: 3 clusters Score -1.20222e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -12022352.000000 Penalty: 5499.709473
	Iteration 114Q: 3 clusters Score -1.202235e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -12022494.000000 Penalty: 5499.709473
	Iteration 115Q: 3 clusters Score -1.202249e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -12022633.000000 Penalty: 5499.709473
	Iteration 116Q: 3 clusters Score -1.202263e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -12022783.000000 Penalty: 5499.709473
	Iteration 117Q: 3 clusters Score -1.202278e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -12022843.000000 Penalty: 5499.709473
	Iteration 118Q: 3 clusters Score -1.202284e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -12022937.000000 Penalty: 5499.709473
	Iteration 119Q: 3 clusters Score -1.202294e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -12023051.000000 Penalty: 5499.709473
	Iteration 120F: 3 clusters Score -1.202305e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -12023161.000000 Penalty: 5499.709473
	Iteration 121Q: 3 clusters Score -1.202316e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -12023381.000000 Penalty: 5499.709473
	Iteration 122Q: 3 clusters Score -1.202338e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -12023506.000000 Penalty: 5499.709473
	Iteration 123Q: 3 clusters Score -1.202351e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -12023559.000000 Penalty: 5499.709473
	Iteration 124Q: 3 clusters Score -1.202356e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -12023709.000000 Penalty: 5499.709473
	Iteration 125Q: 3 clusters Score -1.202371e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -12023661.000000 Penalty: 5499.709473
	Iteration 126Q: 3 clusters Score -1.202366e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -12023707.000000 Penalty: 5499.709473
	Iteration 127Q: 3 clusters Score -1.202371e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -12023610.000000 Penalty: 5499.709473
	Iteration 128Q: 3 clusters Score -1.202361e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -12023884.000000 Penalty: 5499.709473
	Iteration 129Q: 3 clusters Score -1.202388e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -12023883.000000 Penalty: 5499.709473
	Iteration 130Q: 3 clusters Score -1.202388e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -12023821.000000 Penalty: 5499.709473
	Iteration 131Q: 3 clusters Score -1.202382e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -12023714.000000 Penalty: 5499.709473
	Iteration 132Q: 3 clusters Score -1.202371e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -12023542.000000 Penalty: 5499.709473
	Iteration 133Q: 3 clusters Score -1.202354e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -12023354.000000 Penalty: 5499.709473
	Iteration 134Q: 3 clusters Score -1.202335e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -12023181.000000 Penalty: 5499.709473
	Iteration 135Q: 3 clusters Score -1.202318e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -12023169.000000 Penalty: 5499.709473
	Iteration 136Q: 3 clusters Score -1.202317e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -12023058.000000 Penalty: 5499.709473
	Iteration 137Q: 3 clusters Score -1.202306e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -12022890.000000 Penalty: 5499.709473
	Iteration 138Q: 3 clusters Score -1.202289e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -12022741.000000 Penalty: 5499.709473
	Iteration 139Q: 3 clusters Score -1.202274e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -12023026.000000 Penalty: 5499.709473
	Iteration 140F: 3 clusters Score -1.202303e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -12022764.000000 Penalty: 5499.709473
	Iteration 141Q: 3 clusters Score -1.202276e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -12022566.000000 Penalty: 5499.709473
	Iteration 142Q: 3 clusters Score -1.202257e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -12022329.000000 Penalty: 5499.709473
	Iteration 143Q: 3 clusters Score -1.202233e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -12022236.000000 Penalty: 5499.709473
	Iteration 144Q: 3 clusters Score -1.202224e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -12022216.000000 Penalty: 5499.709473
	Iteration 145Q: 3 clusters Score -1.202222e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -12022171.000000 Penalty: 5499.709473
	Iteration 146Q: 3 clusters Score -1.202217e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -12022134.000000 Penalty: 5499.709473
	Iteration 147Q: 3 clusters Score -1.202213e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -12022122.000000 Penalty: 5499.709473
	Iteration 148Q: 3 clusters Score -1.202212e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -12022110.000000 Penalty: 5499.709473
	Iteration 149Q: 3 clusters Score -1.202211e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -12022071.000000 Penalty: 5499.709473
	Iteration 150Q: 3 clusters Score -1.202207e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -12022047.000000 Penalty: 5499.709473
	Iteration 151Q: 3 clusters Score -1.202205e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -12022016.000000 Penalty: 5499.709473
	Iteration 152Q: 3 clusters Score -1.202202e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -12021978.000000 Penalty: 5499.709473
	Iteration 153Q: 3 clusters Score -1.202198e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -12021955.000000 Penalty: 5499.709473
	Iteration 154Q: 3 clusters Score -1.202196e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -12021924.000000 Penalty: 5499.709473
	Iteration 155Q: 3 clusters Score -1.202192e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -12021882.000000 Penalty: 5499.709473
	Iteration 156Q: 3 clusters Score -1.202188e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -12021868.000000 Penalty: 5499.709473
	Iteration 157Q: 3 clusters Score -1.202187e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -12021849.000000 Penalty: 5499.709473
	Iteration 158Q: 3 clusters Score -1.202185e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -12021846.000000 Penalty: 5499.709473
	Iteration 159Q: 3 clusters Score -1.202185e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -12021824.000000 Penalty: 5499.709473
	Iteration 160F: 3 clusters Score -1.202182e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12021814.000000 Penalty: 5499.709473
	Iteration 161Q: 3 clusters Score -1.202181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -12021790.000000 Penalty: 5499.709473
	Iteration 162Q: 3 clusters Score -1.202179e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -12021778.000000 Penalty: 5499.709473
	Iteration 163Q: 3 clusters Score -1.202178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -12021806.000000 Penalty: 5499.709473
	Iteration 164Q: 3 clusters Score -1.202181e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -12021784.000000 Penalty: 5499.709473
	Iteration 165Q: 3 clusters Score -1.202178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -12021780.000000 Penalty: 5499.709473
	Iteration 166Q: 3 clusters Score -1.202178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -12021774.000000 Penalty: 5499.709473
	Iteration 167Q: 3 clusters Score -1.202177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -12021767.000000 Penalty: 5499.709473
	Iteration 168Q: 3 clusters Score -1.202177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12021752.000000 Penalty: 5499.709473
	Iteration 169Q: 3 clusters Score -1.202175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -12021745.000000 Penalty: 5499.709473
	Iteration 170Q: 3 clusters Score -1.202174e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -12021749.000000 Penalty: 5499.709473
	Iteration 171Q: 3 clusters Score -1.202175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -12021736.000000 Penalty: 5499.709473
	Iteration 172Q: 3 clusters Score -1.202174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -12021750.000000 Penalty: 5499.709473
	Iteration 173Q: 3 clusters Score -1.202175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -12021737.000000 Penalty: 5499.709473
	Iteration 174Q: 3 clusters Score -1.202174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -12021722.000000 Penalty: 5499.709473
	Iteration 175Q: 3 clusters Score -1.202172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -12021723.000000 Penalty: 5499.709473
	Iteration 176Q: 3 clusters Score -1.202172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -12021720.000000 Penalty: 5499.709473
	Iteration 177Q: 3 clusters Score -1.202172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -12021730.000000 Penalty: 5499.709473
	Iteration 178Q: 3 clusters Score -1.202173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -12021738.000000 Penalty: 5499.709473
	Iteration 179Q: 3 clusters Score -1.202174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -12021729.000000 Penalty: 5499.709473
	Iteration 180F: 3 clusters Score -1.202173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12021729.000000 Penalty: 5499.709473
	Iteration 181Q: 3 clusters Score -1.202173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12021731.000000 Penalty: 5499.709473
	Iteration 182Q: 3 clusters Score -1.202173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -12021730.000000 Penalty: 5499.709473
	Iteration 183Q: 3 clusters Score -1.202173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -12021724.000000 Penalty: 5499.709473
	Iteration 184Q: 3 clusters Score -1.202172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -12021726.000000 Penalty: 5499.709473
	Iteration 185Q: 3 clusters Score -1.202173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -12021719.000000 Penalty: 5499.709473
	Iteration 186Q: 3 clusters Score -1.202172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -12021712.000000 Penalty: 5499.709473
	Iteration 187Q: 3 clusters Score -1.202171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -12021714.000000 Penalty: 5499.709473
	Iteration 188Q: 3 clusters Score -1.202171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -12021719.000000 Penalty: 5499.709473
	Iteration 189Q: 3 clusters Score -1.202172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -12021715.000000 Penalty: 5499.709473
	Iteration 190Q: 3 clusters Score -1.202172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -12021715.000000 Penalty: 5499.709473
	Iteration 191F: 3 clusters Score -1.202172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Entering Unmasked Estep 
Score: -8932012.000000 Penalty: 2674.063232
	Iteration 0F: 2 clusters Score -8932012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -8901028.000000 Penalty: 5348.126465
	Iteration 0F: 3 clusters Score -8901028 nChanged 22330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -8913434.000000 Penalty: 5348.126465
	Iteration 1F: 3 clusters Score -8913434 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -8913926.000000 Penalty: 5348.126465
	Iteration 2Q: 3 clusters Score -8913926 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -8914480.000000 Penalty: 5348.126465
	Iteration 3Q: 3 clusters Score -8914480 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -8915123.000000 Penalty: 5348.126465
	Iteration 4Q: 3 clusters Score -8915123 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -8916097.000000 Penalty: 5348.126465
	Iteration 5Q: 3 clusters Score -8916097 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -8917558.000000 Penalty: 5348.126465
	Iteration 6F: 3 clusters Score -8917558 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -8919620.000000 Penalty: 5348.126465
	Iteration 7F: 3 clusters Score -8919620 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -8922418.000000 Penalty: 5348.126465
	Iteration 8F: 3 clusters Score -8922418 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -8925118.000000 Penalty: 5348.126465
	Iteration 9F: 3 clusters Score -8925118 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -8927128.000000 Penalty: 5348.126465
	Iteration 10Q: 3 clusters Score -8927128 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -8928372.000000 Penalty: 5348.126465
	Iteration 11Q: 3 clusters Score -8928372 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -8929041.000000 Penalty: 5348.126465
	Iteration 12Q: 3 clusters Score -8929041 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -8929375.000000 Penalty: 5348.126465
	Iteration 13Q: 3 clusters Score -8929375 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -8929605.000000 Penalty: 5348.126465
	Iteration 14Q: 3 clusters Score -8929605 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -8929679.000000 Penalty: 5348.126465
	Iteration 15Q: 3 clusters Score -8929679 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -8929716.000000 Penalty: 5348.126465
	Iteration 16Q: 3 clusters Score -8929716 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -8929771.000000 Penalty: 5348.126465
	Iteration 17Q: 3 clusters Score -8929771 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -8929769.000000 Penalty: 5348.126465
	Iteration 18Q: 3 clusters Score -8929769 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -8929796.000000 Penalty: 5348.126465
	Iteration 19Q: 3 clusters Score -8929796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -8929807.000000 Penalty: 5348.126465
	Iteration 20F: 3 clusters Score -8929807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -8929805.000000 Penalty: 5348.126465
	Iteration 21Q: 3 clusters Score -8929805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -8929822.000000 Penalty: 5348.126465
	Iteration 22Q: 3 clusters Score -8929822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -8929798.000000 Penalty: 5348.126465
	Iteration 23Q: 3 clusters Score -8929798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -8929816.000000 Penalty: 5348.126465
	Iteration 24Q: 3 clusters Score -8929816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -8929797.000000 Penalty: 5348.126465
	Iteration 25Q: 3 clusters Score -8929797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -8929793.000000 Penalty: 5348.126465
	Iteration 26Q: 3 clusters Score -8929793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -8929797.000000 Penalty: 5348.126465
	Iteration 27Q: 3 clusters Score -8929797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -8929803.000000 Penalty: 5348.126465
	Iteration 28Q: 3 clusters Score -8929803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -8929802.000000 Penalty: 5348.126465
	Iteration 29Q: 3 clusters Score -8929802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -8929806.000000 Penalty: 5348.126465
	Iteration 30Q: 3 clusters Score -8929806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -8929806.000000 Penalty: 5348.126465
	Iteration 31Q: 3 clusters Score -8929806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -8929802.000000 Penalty: 5348.126465
	Iteration 32Q: 3 clusters Score -8929802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -8929805.000000 Penalty: 5348.126465
	Iteration 33Q: 3 clusters Score -8929805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -8929805.000000 Penalty: 5348.126465
	Iteration 34Q: 3 clusters Score -8929805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -8929805.000000 Penalty: 5348.126465
	Iteration 35F: 3 clusters Score -8929805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Entering Unmasked Estep 
Score: -8173144.000000 Penalty: 2650.981445
	Iteration 0F: 2 clusters Score -8173144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -8144831.000000 Penalty: 5301.962891
	Iteration 0F: 3 clusters Score -8144831 nChanged 20161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -8155814.500000 Penalty: 5301.962891
	Iteration 1F: 3 clusters Score -8155814 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -8156477.500000 Penalty: 5301.962891
	Iteration 2Q: 3 clusters Score -8156478 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -8157266.500000 Penalty: 5301.962891
	Iteration 3Q: 3 clusters Score -8157266 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -8158314.000000 Penalty: 5301.962891
	Iteration 4Q: 3 clusters Score -8158314 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -8159587.500000 Penalty: 5301.962891
	Iteration 5F: 3 clusters Score -8159588 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -8161159.000000 Penalty: 5301.962891
	Iteration 6F: 3 clusters Score -8161159 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -8163013.500000 Penalty: 5301.962891
	Iteration 7F: 3 clusters Score -8163014 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -8164835.000000 Penalty: 5301.962891
	Iteration 8F: 3 clusters Score -8164835 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -8166788.000000 Penalty: 5301.962891
	Iteration 9F: 3 clusters Score -8166788 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -8168438.500000 Penalty: 5301.962891
	Iteration 10Q: 3 clusters Score -8168438 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -8169505.500000 Penalty: 5301.962891
	Iteration 11Q: 3 clusters Score -8169506 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -8170032.000000 Penalty: 5301.962891
	Iteration 12Q: 3 clusters Score -8170032 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -8170321.000000 Penalty: 5301.962891
	Iteration 13Q: 3 clusters Score -8170321 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -8170560.500000 Penalty: 5301.962891
	Iteration 14Q: 3 clusters Score -8170560 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -8170759.500000 Penalty: 5301.962891
	Iteration 15Q: 3 clusters Score -8170760 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -8170868.500000 Penalty: 5301.962891
	Iteration 16Q: 3 clusters Score -8170868 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -8171058.500000 Penalty: 5301.962891
	Iteration 17Q: 3 clusters Score -8171058 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -8171174.000000 Penalty: 5301.962891
	Iteration 18Q: 3 clusters Score -8171174 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -8171316.500000 Penalty: 5301.962891
	Iteration 19Q: 3 clusters Score -8171316 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -8171459.000000 Penalty: 5301.962891
	Iteration 20F: 3 clusters Score -8171459 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8171546.000000 Penalty: 5301.962891
	Iteration 21Q: 3 clusters Score -8171546 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -8171648.000000 Penalty: 5301.962891
	Iteration 22Q: 3 clusters Score -8171648 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -8171708.500000 Penalty: 5301.962891
	Iteration 23Q: 3 clusters Score -8171708 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -8171769.000000 Penalty: 5301.962891
	Iteration 24Q: 3 clusters Score -8171769 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -8171832.000000 Penalty: 5301.962891
	Iteration 25Q: 3 clusters Score -8171832 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8171875.500000 Penalty: 5301.962891
	Iteration 26Q: 3 clusters Score -8171876 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8171940.500000 Penalty: 5301.962891
	Iteration 27Q: 3 clusters Score -8171940 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8171960.500000 Penalty: 5301.962891
	Iteration 28Q: 3 clusters Score -8171960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8171968.000000 Penalty: 5301.962891
	Iteration 29Q: 3 clusters Score -8171968 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8171973.500000 Penalty: 5301.962891
	Iteration 30Q: 3 clusters Score -8171974 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8171951.500000 Penalty: 5301.962891
	Iteration 31Q: 3 clusters Score -8171952 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8171939.000000 Penalty: 5301.962891
	Iteration 32Q: 3 clusters Score -8171939 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8171928.500000 Penalty: 5301.962891
	Iteration 33Q: 3 clusters Score -8171928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8171917.500000 Penalty: 5301.962891
	Iteration 34Q: 3 clusters Score -8171918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8171908.500000 Penalty: 5301.962891
	Iteration 35Q: 3 clusters Score -8171908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8171889.500000 Penalty: 5301.962891
	Iteration 36Q: 3 clusters Score -8171890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8171882.500000 Penalty: 5301.962891
	Iteration 37Q: 3 clusters Score -8171882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8171866.000000 Penalty: 5301.962891
	Iteration 38Q: 3 clusters Score -8171866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8171869.000000 Penalty: 5301.962891
	Iteration 39Q: 3 clusters Score -8171869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8171866.500000 Penalty: 5301.962891
	Iteration 40F: 3 clusters Score -8171866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8171857.500000 Penalty: 5301.962891
	Iteration 41Q: 3 clusters Score -8171858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8171856.000000 Penalty: 5301.962891
	Iteration 42Q: 3 clusters Score -8171856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8171847.500000 Penalty: 5301.962891
	Iteration 43Q: 3 clusters Score -8171848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8171861.500000 Penalty: 5301.962891
	Iteration 44Q: 3 clusters Score -8171862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8171860.000000 Penalty: 5301.962891
	Iteration 45Q: 3 clusters Score -8171860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8171851.500000 Penalty: 5301.962891
	Iteration 46Q: 3 clusters Score -8171852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8171850.000000 Penalty: 5301.962891
	Iteration 47Q: 3 clusters Score -8171850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8171864.500000 Penalty: 5301.962891
	Iteration 48Q: 3 clusters Score -8171864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8171861.000000 Penalty: 5301.962891
	Iteration 49Q: 3 clusters Score -8171861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8171852.000000 Penalty: 5301.962891
	Iteration 50Q: 3 clusters Score -8171852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8171839.000000 Penalty: 5301.962891
	Iteration 51Q: 3 clusters Score -8171839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8171845.000000 Penalty: 5301.962891
	Iteration 52Q: 3 clusters Score -8171845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8171827.500000 Penalty: 5301.962891
	Iteration 53Q: 3 clusters Score -8171828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8171823.000000 Penalty: 5301.962891
	Iteration 54Q: 3 clusters Score -8171823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8171831.000000 Penalty: 5301.962891
	Iteration 55Q: 3 clusters Score -8171831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8171835.500000 Penalty: 5301.962891
	Iteration 56Q: 3 clusters Score -8171836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8171835.000000 Penalty: 5301.962891
	Iteration 57Q: 3 clusters Score -8171835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8171833.000000 Penalty: 5301.962891
	Iteration 58Q: 3 clusters Score -8171833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8171833.000000 Penalty: 5301.962891
	Iteration 59Q: 3 clusters Score -8171833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8171836.000000 Penalty: 5301.962891
	Iteration 60F: 3 clusters Score -8171836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8171843.000000 Penalty: 5301.962891
	Iteration 61Q: 3 clusters Score -8171843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8171849.500000 Penalty: 5301.962891
	Iteration 62Q: 3 clusters Score -8171850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8171834.000000 Penalty: 5301.962891
	Iteration 63Q: 3 clusters Score -8171834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8171832.000000 Penalty: 5301.962891
	Iteration 64Q: 3 clusters Score -8171832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8171833.500000 Penalty: 5301.962891
	Iteration 65Q: 3 clusters Score -8171834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8171833.500000 Penalty: 5301.962891
	Iteration 66Q: 3 clusters Score -8171834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8171825.500000 Penalty: 5301.962891
	Iteration 67Q: 3 clusters Score -8171826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8171834.000000 Penalty: 5301.962891
	Iteration 68Q: 3 clusters Score -8171834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8171830.000000 Penalty: 5301.962891
	Iteration 69Q: 3 clusters Score -8171830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8171828.000000 Penalty: 5301.962891
	Iteration 70Q: 3 clusters Score -8171828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8171831.000000 Penalty: 5301.962891
	Iteration 71Q: 3 clusters Score -8171831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8171825.500000 Penalty: 5301.962891
	Iteration 72Q: 3 clusters Score -8171826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8171828.500000 Penalty: 5301.962891
	Iteration 73Q: 3 clusters Score -8171828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8171827.500000 Penalty: 5301.962891
	Iteration 74Q: 3 clusters Score -8171828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8171832.500000 Penalty: 5301.962891
	Iteration 75Q: 3 clusters Score -8171832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8171827.000000 Penalty: 5301.962891
	Iteration 76Q: 3 clusters Score -8171827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8171825.000000 Penalty: 5301.962891
	Iteration 77Q: 3 clusters Score -8171825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8171822.500000 Penalty: 5301.962891
	Iteration 78Q: 3 clusters Score -8171822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8171826.500000 Penalty: 5301.962891
	Iteration 79Q: 3 clusters Score -8171826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8171826.500000 Penalty: 5301.962891
	Iteration 80F: 3 clusters Score -8171826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Entering Unmasked Estep 
Score: -4592863.000000 Penalty: 2514.421631
	Iteration 0F: 2 clusters Score -4592863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4575323.500000 Penalty: 5028.843262
	Iteration 0F: 3 clusters Score -4575324 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4581261.500000 Penalty: 5028.843262
	Iteration 1F: 3 clusters Score -4581262 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -4581681.000000 Penalty: 5028.843262
	Iteration 2Q: 3 clusters Score -4581681 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -4582012.000000 Penalty: 5028.843262
	Iteration 3Q: 3 clusters Score -4582012 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -4582303.500000 Penalty: 5028.843262
	Iteration 4Q: 3 clusters Score -4582304 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4582578.500000 Penalty: 5028.843262
	Iteration 5Q: 3 clusters Score -4582578 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -4582865.000000 Penalty: 5028.843262
	Iteration 6Q: 3 clusters Score -4582865 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4583271.000000 Penalty: 5028.843262
	Iteration 7Q: 3 clusters Score -4583271 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4583792.500000 Penalty: 5028.843262
	Iteration 8Q: 3 clusters Score -4583792 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4584416.500000 Penalty: 5028.843262
	Iteration 9Q: 3 clusters Score -4584416 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4585074.000000 Penalty: 5028.843262
	Iteration 10Q: 3 clusters Score -4585074 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4585766.500000 Penalty: 5028.843262
	Iteration 11Q: 3 clusters Score -4585766 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -4586537.000000 Penalty: 5028.843262
	Iteration 12Q: 3 clusters Score -4586537 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4587427.000000 Penalty: 5028.843262
	Iteration 13Q: 3 clusters Score -4587427 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -4588257.000000 Penalty: 5028.843262
	Iteration 14Q: 3 clusters Score -4588257 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -4588962.500000 Penalty: 5028.843262
	Iteration 15Q: 3 clusters Score -4588962 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4589534.000000 Penalty: 5028.843262
	Iteration 16Q: 3 clusters Score -4589534 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4589955.000000 Penalty: 5028.843262
	Iteration 17Q: 3 clusters Score -4589955 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -4590245.000000 Penalty: 5028.843262
	Iteration 18Q: 3 clusters Score -4590245 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -4590429.500000 Penalty: 5028.843262
	Iteration 19Q: 3 clusters Score -4590430 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -4590526.000000 Penalty: 5028.843262
	Iteration 20F: 3 clusters Score -4590526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -4590601.500000 Penalty: 5028.843262
	Iteration 21Q: 3 clusters Score -4590602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -4590669.500000 Penalty: 5028.843262
	Iteration 22Q: 3 clusters Score -4590670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -4590695.500000 Penalty: 5028.843262
	Iteration 23Q: 3 clusters Score -4590696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -4590714.000000 Penalty: 5028.843262
	Iteration 24Q: 3 clusters Score -4590714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -4590743.000000 Penalty: 5028.843262
	Iteration 25Q: 3 clusters Score -4590743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -4590761.000000 Penalty: 5028.843262
	Iteration 26Q: 3 clusters Score -4590761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -4590775.500000 Penalty: 5028.843262
	Iteration 27Q: 3 clusters Score -4590776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4590803.000000 Penalty: 5028.843262
	Iteration 28Q: 3 clusters Score -4590803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -4590811.000000 Penalty: 5028.843262
	Iteration 29Q: 3 clusters Score -4590811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -4590807.000000 Penalty: 5028.843262
	Iteration 30Q: 3 clusters Score -4590807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4590808.500000 Penalty: 5028.843262
	Iteration 31Q: 3 clusters Score -4590808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -4590815.500000 Penalty: 5028.843262
	Iteration 32Q: 3 clusters Score -4590816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -4590813.000000 Penalty: 5028.843262
	Iteration 33Q: 3 clusters Score -4590813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -4590812.500000 Penalty: 5028.843262
	Iteration 34Q: 3 clusters Score -4590812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -4590814.000000 Penalty: 5028.843262
	Iteration 35Q: 3 clusters Score -4590814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -4590814.000000 Penalty: 5028.843262
	Iteration 36F: 3 clusters Score -4590814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47842 members 
Mstep: Class 3 contains 46663 members 
Mstep: Class 4 contains 918 members 
Mstep: Class 5 contains 48015 members 
Mstep: Class 6 contains 47671 members 
Mstep: Class 7 contains 46156 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 47995 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1988 members 
Mstep: Class 12 contains 728 members 
Mstep: Class 13 contains 18067 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 45657 members 
Mstep: Class 17 contains 44453 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 65390 members 
Mstep: Class 20 contains 48171 members 
Mstep: Class 21 contains 43890 members 
Mstep: Class 22 contains 25306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649608.000000 Penalty: 72451.218750
Iteration 79Q: 23 clusters Score -1.066496e+08 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47906 members 
Mstep: Class 3 contains 46664 members 
Mstep: Class 4 contains 919 members 
Mstep: Class 5 contains 48301 members 
Mstep: Class 6 contains 47768 members 
Mstep: Class 7 contains 46239 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 48188 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 1988 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 18108 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 45826 members 
Mstep: Class 17 contains 44599 members 
Mstep: Class 18 contains 1716 members 
Mstep: Class 19 contains 64289 members 
Mstep: Class 20 contains 47880 members 
Mstep: Class 21 contains 44018 members 
Mstep: Class 22 contains 25479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649320.000000 Penalty: 72451.218750
Iteration 80F: 23 clusters Score -1.066493e+08 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48008 members 
Mstep: Class 3 contains 46686 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 48460 members 
Mstep: Class 6 contains 47852 members 
Mstep: Class 7 contains 46338 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 48373 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 1519 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 45929 members 
Mstep: Class 17 contains 44712 members 
Mstep: Class 18 contains 1729 members 
Mstep: Class 19 contains 63191 members 
Mstep: Class 20 contains 47829 members 
Mstep: Class 21 contains 44074 members 
Mstep: Class 22 contains 25655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649528.000000 Penalty: 72451.218750
Iteration 81Q: 23 clusters Score -1.066495e+08 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48084 members 
Mstep: Class 3 contains 46697 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 5 contains 48530 members 
Mstep: Class 6 contains 47918 members 
Mstep: Class 7 contains 46422 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 48553 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1982 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 18207 members 
Mstep: Class 14 contains 1513 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 46003 members 
Mstep: Class 17 contains 44808 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 62137 members 
Mstep: Class 20 contains 47867 members 
Mstep: Class 21 contains 44154 members 
Mstep: Class 22 contains 25877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649624.000000 Penalty: 72451.218750
Iteration 82Q: 23 clusters Score -1.066496e+08 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48148 members 
Mstep: Class 3 contains 46660 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 5 contains 48562 members 
Mstep: Class 6 contains 47979 members 
Mstep: Class 7 contains 46499 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 48688 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 18240 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 46123 members 
Mstep: Class 17 contains 44922 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 19 contains 61059 members 
Mstep: Class 20 contains 48037 members 
Mstep: Class 21 contains 44231 members 
Mstep: Class 22 contains 26110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649192.000000 Penalty: 72451.218750
Iteration 83Q: 23 clusters Score -1.066492e+08 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48199 members 
Mstep: Class 3 contains 46675 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 48588 members 
Mstep: Class 6 contains 48019 members 
Mstep: Class 7 contains 46606 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 48794 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1973 members 
Mstep: Class 12 contains 728 members 
Mstep: Class 13 contains 18262 members 
Mstep: Class 14 contains 1509 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 46214 members 
Mstep: Class 17 contains 45004 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 59979 members 
Mstep: Class 20 contains 48407 members 
Mstep: Class 21 contains 44239 members 
Mstep: Class 22 contains 26272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649008.000000 Penalty: 72451.218750
Iteration 84Q: 23 clusters Score -1.06649e+08 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48253 members 
Mstep: Class 3 contains 46747 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 48461 members 
Mstep: Class 6 contains 48037 members 
Mstep: Class 7 contains 46690 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48893 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1970 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 18268 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 46279 members 
Mstep: Class 17 contains 45100 members 
Mstep: Class 18 contains 1773 members 
Mstep: Class 19 contains 59014 members 
Mstep: Class 20 contains 48856 members 
Mstep: Class 21 contains 44224 members 
Mstep: Class 22 contains 26429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649008.000000 Penalty: 72451.218750
Iteration 85Q: 23 clusters Score -1.06649e+08 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48324 members 
Mstep: Class 3 contains 46749 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 48200 members 
Mstep: Class 6 contains 48125 members 
Mstep: Class 7 contains 46761 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48949 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 18258 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 46303 members 
Mstep: Class 17 contains 45175 members 
Mstep: Class 18 contains 1786 members 
Mstep: Class 19 contains 58381 members 
Mstep: Class 20 contains 49315 members 
Mstep: Class 21 contains 44113 members 
Mstep: Class 22 contains 26591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649464.000000 Penalty: 72451.218750
Iteration 86Q: 23 clusters Score -1.066495e+08 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48349 members 
Mstep: Class 3 contains 46728 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 47859 members 
Mstep: Class 6 contains 48227 members 
Mstep: Class 7 contains 46812 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48920 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 18280 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 46272 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 19 contains 58164 members 
Mstep: Class 20 contains 49798 members 
Mstep: Class 21 contains 43914 members 
Mstep: Class 22 contains 26725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649912.000000 Penalty: 72451.218750
Iteration 87Q: 23 clusters Score -1.066499e+08 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48363 members 
Mstep: Class 3 contains 46734 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 47604 members 
Mstep: Class 6 contains 48246 members 
Mstep: Class 7 contains 46856 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48853 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1968 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 18326 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 46183 members 
Mstep: Class 17 contains 45124 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 58126 members 
Mstep: Class 20 contains 50291 members 
Mstep: Class 21 contains 43663 members 
Mstep: Class 22 contains 26858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650440.000000 Penalty: 72451.218750
Iteration 88Q: 23 clusters Score -1.066504e+08 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48320 members 
Mstep: Class 3 contains 46733 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 47386 members 
Mstep: Class 6 contains 48182 members 
Mstep: Class 7 contains 46845 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48715 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 18336 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 46097 members 
Mstep: Class 17 contains 45026 members 
Mstep: Class 18 contains 1840 members 
Mstep: Class 19 contains 58320 members 
Mstep: Class 20 contains 50812 members 
Mstep: Class 21 contains 43389 members 
Mstep: Class 22 contains 27048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650304.000000 Penalty: 72451.218750
Iteration 89Q: 23 clusters Score -1.066503e+08 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48220 members 
Mstep: Class 3 contains 46710 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 47217 members 
Mstep: Class 6 contains 48115 members 
Mstep: Class 7 contains 46808 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48586 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 18342 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 46014 members 
Mstep: Class 17 contains 44940 members 
Mstep: Class 18 contains 1861 members 
Mstep: Class 19 contains 58562 members 
Mstep: Class 20 contains 51262 members 
Mstep: Class 21 contains 43156 members 
Mstep: Class 22 contains 27256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650832.000000 Penalty: 72451.218750
Iteration 90Q: 23 clusters Score -1.066508e+08 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48150 members 
Mstep: Class 3 contains 46696 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 47181 members 
Mstep: Class 6 contains 48110 members 
Mstep: Class 7 contains 46778 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48458 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 18380 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 45945 members 
Mstep: Class 17 contains 44843 members 
Mstep: Class 18 contains 1887 members 
Mstep: Class 19 contains 58754 members 
Mstep: Class 20 contains 51513 members 
Mstep: Class 21 contains 42932 members 
Mstep: Class 22 contains 27427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106651008.000000 Penalty: 72451.218750
Iteration 91Q: 23 clusters Score -1.06651e+08 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48101 members 
Mstep: Class 3 contains 46693 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 47287 members 
Mstep: Class 6 contains 48062 members 
Mstep: Class 7 contains 46771 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48363 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 18412 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 45860 members 
Mstep: Class 17 contains 44766 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 58879 members 
Mstep: Class 20 contains 51590 members 
Mstep: Class 21 contains 42786 members 
Mstep: Class 22 contains 27579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106651064.000000 Penalty: 72451.218750
Iteration 92Q: 23 clusters Score -1.066511e+08 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48045 members 
Mstep: Class 3 contains 46671 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 47362 members 
Mstep: Class 6 contains 48042 members 
Mstep: Class 7 contains 46744 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48337 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1946 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 18445 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 1105 members 
Mstep: Class 16 contains 45743 members 
Mstep: Class 17 contains 44695 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 59048 members 
Mstep: Class 20 contains 51489 members 
Mstep: Class 21 contains 42747 members 
Mstep: Class 22 contains 27755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650912.000000 Penalty: 72451.218750
Iteration 93Q: 23 clusters Score -1.066509e+08 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47972 members 
Mstep: Class 3 contains 46645 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 47441 members 
Mstep: Class 6 contains 48058 members 
Mstep: Class 7 contains 46680 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48332 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 18498 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 1107 members 
Mstep: Class 16 contains 45667 members 
Mstep: Class 17 contains 44674 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 59200 members 
Mstep: Class 20 contains 51288 members 
Mstep: Class 21 contains 42770 members 
Mstep: Class 22 contains 27880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106651144.000000 Penalty: 72451.218750
Iteration 94Q: 23 clusters Score -1.066511e+08 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47871 members 
Mstep: Class 3 contains 46629 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 47516 members 
Mstep: Class 6 contains 48064 members 
Mstep: Class 7 contains 46601 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48335 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 18536 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 15 contains 1109 members 
Mstep: Class 16 contains 45602 members 
Mstep: Class 17 contains 44648 members 
Mstep: Class 18 contains 1982 members 
Mstep: Class 19 contains 59363 members 
Mstep: Class 20 contains 51114 members 
Mstep: Class 21 contains 42808 members 
Mstep: Class 22 contains 27998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650960.000000 Penalty: 72451.218750
Iteration 95Q: 23 clusters Score -1.06651e+08 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47781 members 
Mstep: Class 3 contains 46638 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 47538 members 
Mstep: Class 6 contains 48108 members 
Mstep: Class 7 contains 46577 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48349 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 18577 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 1110 members 
Mstep: Class 16 contains 45562 members 
Mstep: Class 17 contains 44656 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 59406 members 
Mstep: Class 20 contains 50868 members 
Mstep: Class 21 contains 42868 members 
Mstep: Class 22 contains 28122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106651120.000000 Penalty: 72451.218750
Iteration 96Q: 23 clusters Score -1.066511e+08 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47738 members 
Mstep: Class 3 contains 46661 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 47450 members 
Mstep: Class 6 contains 48150 members 
Mstep: Class 7 contains 46516 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48385 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1931 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 18617 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 1110 members 
Mstep: Class 16 contains 45535 members 
Mstep: Class 17 contains 44676 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 59509 members 
Mstep: Class 20 contains 50592 members 
Mstep: Class 21 contains 42936 members 
Mstep: Class 22 contains 28246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650808.000000 Penalty: 72451.218750
Iteration 97Q: 23 clusters Score -1.066508e+08 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47714 members 
Mstep: Class 3 contains 46660 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 47172 members 
Mstep: Class 6 contains 48144 members 
Mstep: Class 7 contains 46466 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48427 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 18665 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 15 contains 1110 members 
Mstep: Class 16 contains 45545 members 
Mstep: Class 17 contains 44698 members 
Mstep: Class 18 contains 2081 members 
Mstep: Class 19 contains 59726 members 
Mstep: Class 20 contains 50361 members 
Mstep: Class 21 contains 42956 members 
Mstep: Class 22 contains 28456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650856.000000 Penalty: 72451.218750
Iteration 98Q: 23 clusters Score -1.066509e+08 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47710 members 
Mstep: Class 3 contains 46666 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 46913 members 
Mstep: Class 6 contains 48151 members 
Mstep: Class 7 contains 46410 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48482 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 18744 members 
Mstep: Class 14 contains 1470 members 
Mstep: Class 15 contains 1110 members 
Mstep: Class 16 contains 45542 members 
Mstep: Class 17 contains 44681 members 
Mstep: Class 18 contains 2098 members 
Mstep: Class 19 contains 59902 members 
Mstep: Class 20 contains 50148 members 
Mstep: Class 21 contains 42947 members 
Mstep: Class 22 contains 28685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106651248.000000 Penalty: 72451.218750
Iteration 99Q: 23 clusters Score -1.066512e+08 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47665 members 
Mstep: Class 3 contains 46629 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 46653 members 
Mstep: Class 6 contains 48192 members 
Mstep: Class 7 contains 46367 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48516 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 18845 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 45526 members 
Mstep: Class 17 contains 44682 members 
Mstep: Class 18 contains 2103 members 
Mstep: Class 19 contains 60114 members 
Mstep: Class 20 contains 49969 members 
Mstep: Class 21 contains 42957 members 
Mstep: Class 22 contains 28868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652168.000000 Penalty: 72451.218750
Iteration 100F: 23 clusters Score -1.066522e+08 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47602 members 
Mstep: Class 3 contains 46581 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 46918 members 
Mstep: Class 6 contains 48169 members 
Mstep: Class 7 contains 46334 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48481 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 18918 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 15 contains 1113 members 
Mstep: Class 16 contains 45365 members 
Mstep: Class 17 contains 44612 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 59891 members 
Mstep: Class 20 contains 50841 members 
Mstep: Class 21 contains 42285 members 
Mstep: Class 22 contains 28982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652240.000000 Penalty: 72451.218750
Iteration 101Q: 23 clusters Score -1.066522e+08 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47582 members 
Mstep: Class 3 contains 46566 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 46942 members 
Mstep: Class 6 contains 48173 members 
Mstep: Class 7 contains 46317 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48482 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 19045 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 45255 members 
Mstep: Class 17 contains 44605 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 59543 members 
Mstep: Class 20 contains 51444 members 
Mstep: Class 21 contains 41859 members 
Mstep: Class 22 contains 29167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652144.000000 Penalty: 72451.218750
Iteration 102Q: 23 clusters Score -1.066521e+08 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47635 members 
Mstep: Class 3 contains 46528 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 46916 members 
Mstep: Class 6 contains 48190 members 
Mstep: Class 7 contains 46310 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48519 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 19174 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 45147 members 
Mstep: Class 17 contains 44660 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 59097 members 
Mstep: Class 20 contains 51777 members 
Mstep: Class 21 contains 41655 members 
Mstep: Class 22 contains 29379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652200.000000 Penalty: 72451.218750
Iteration 103Q: 23 clusters Score -1.066522e+08 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47703 members 
Mstep: Class 3 contains 46496 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 46780 members 
Mstep: Class 6 contains 48235 members 
Mstep: Class 7 contains 46322 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 48625 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 19292 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 45076 members 
Mstep: Class 17 contains 44698 members 
Mstep: Class 18 contains 2124 members 
Mstep: Class 19 contains 58547 members 
Mstep: Class 20 contains 51946 members 
Mstep: Class 21 contains 41633 members 
Mstep: Class 22 contains 29622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652112.000000 Penalty: 72451.218750
Iteration 104Q: 23 clusters Score -1.066521e+08 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47824 members 
Mstep: Class 3 contains 46456 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 46574 members 
Mstep: Class 6 contains 48326 members 
Mstep: Class 7 contains 46287 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 48731 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1887 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 19448 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 45014 members 
Mstep: Class 17 contains 44785 members 
Mstep: Class 18 contains 2138 members 
Mstep: Class 19 contains 57992 members 
Mstep: Class 20 contains 51930 members 
Mstep: Class 21 contains 41706 members 
Mstep: Class 22 contains 29891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106651936.000000 Penalty: 72451.218750
Iteration 105Q: 23 clusters Score -1.066519e+08 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47886 members 
Mstep: Class 3 contains 46400 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 46432 members 
Mstep: Class 6 contains 48442 members 
Mstep: Class 7 contains 46235 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 48896 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1889 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 19613 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 44970 members 
Mstep: Class 17 contains 44854 members 
Mstep: Class 18 contains 2140 members 
Mstep: Class 19 contains 57367 members 
Mstep: Class 20 contains 51884 members 
Mstep: Class 21 contains 41803 members 
Mstep: Class 22 contains 30177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652120.000000 Penalty: 72451.218750
Iteration 106Q: 23 clusters Score -1.066521e+08 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 47822 members 
Mstep: Class 3 contains 46400 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 46329 members 
Mstep: Class 6 contains 48448 members 
Mstep: Class 7 contains 46146 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 49044 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 19811 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 45015 members 
Mstep: Class 17 contains 44968 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 56621 members 
Mstep: Class 20 contains 51728 members 
Mstep: Class 21 contains 42104 members 
Mstep: Class 22 contains 30492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652456.000000 Penalty: 72451.218750
Iteration 107Q: 23 clusters Score -1.066525e+08 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47797 members 
Mstep: Class 3 contains 46387 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 46206 members 
Mstep: Class 6 contains 48437 members 
Mstep: Class 7 contains 46064 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 49191 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 20001 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 1113 members 
Mstep: Class 16 contains 45025 members 
Mstep: Class 17 contains 45051 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 55953 members 
Mstep: Class 20 contains 51528 members 
Mstep: Class 21 contains 42431 members 
Mstep: Class 22 contains 30845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652872.000000 Penalty: 72451.218750
Iteration 108Q: 23 clusters Score -1.066529e+08 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47746 members 
Mstep: Class 3 contains 46394 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 45999 members 
Mstep: Class 6 contains 48443 members 
Mstep: Class 7 contains 46040 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 49347 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 20218 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 44992 members 
Mstep: Class 17 contains 45143 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 55362 members 
Mstep: Class 20 contains 51258 members 
Mstep: Class 21 contains 42781 members 
Mstep: Class 22 contains 31198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652744.000000 Penalty: 72451.218750
Iteration 109Q: 23 clusters Score -1.066527e+08 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47682 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 45898 members 
Mstep: Class 6 contains 48439 members 
Mstep: Class 7 contains 45974 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 49475 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 20422 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 44970 members 
Mstep: Class 17 contains 45178 members 
Mstep: Class 18 contains 2140 members 
Mstep: Class 19 contains 54804 members 
Mstep: Class 20 contains 51011 members 
Mstep: Class 21 contains 43086 members 
Mstep: Class 22 contains 31568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106653264.000000 Penalty: 72451.218750
Iteration 110Q: 23 clusters Score -1.066533e+08 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47672 members 
Mstep: Class 3 contains 46399 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 45806 members 
Mstep: Class 6 contains 48463 members 
Mstep: Class 7 contains 45852 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 49646 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1903 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 20647 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 44946 members 
Mstep: Class 17 contains 45196 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 54147 members 
Mstep: Class 20 contains 50805 members 
Mstep: Class 21 contains 43442 members 
Mstep: Class 22 contains 31924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106654168.000000 Penalty: 72451.218750
Iteration 111Q: 23 clusters Score -1.066542e+08 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47617 members 
Mstep: Class 3 contains 46362 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 45682 members 
Mstep: Class 6 contains 48490 members 
Mstep: Class 7 contains 45718 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 49814 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 20916 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 44902 members 
Mstep: Class 17 contains 45204 members 
Mstep: Class 18 contains 2081 members 
Mstep: Class 19 contains 53516 members 
Mstep: Class 20 contains 50653 members 
Mstep: Class 21 contains 43775 members 
Mstep: Class 22 contains 32326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106655208.000000 Penalty: 72451.218750
Iteration 112Q: 23 clusters Score -1.066552e+08 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47575 members 
Mstep: Class 3 contains 46360 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 45578 members 
Mstep: Class 6 contains 48431 members 
Mstep: Class 7 contains 45627 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 49905 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 21274 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 44882 members 
Mstep: Class 17 contains 45190 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 52983 members 
Mstep: Class 20 contains 50447 members 
Mstep: Class 21 contains 44108 members 
Mstep: Class 22 contains 32683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106656152.000000 Penalty: 72451.218750
Iteration 113Q: 23 clusters Score -1.066562e+08 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47527 members 
Mstep: Class 3 contains 46357 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 45403 members 
Mstep: Class 6 contains 48355 members 
Mstep: Class 7 contains 45544 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 49978 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 21653 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 44866 members 
Mstep: Class 17 contains 45203 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 52539 members 
Mstep: Class 20 contains 50202 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 33108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106657152.000000 Penalty: 72451.218750
Iteration 114Q: 23 clusters Score -1.066572e+08 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47480 members 
Mstep: Class 3 contains 46372 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 45225 members 
Mstep: Class 6 contains 48267 members 
Mstep: Class 7 contains 45437 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 49982 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1902 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 22043 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 44830 members 
Mstep: Class 17 contains 45234 members 
Mstep: Class 18 contains 1832 members 
Mstep: Class 19 contains 52177 members 
Mstep: Class 20 contains 49988 members 
Mstep: Class 21 contains 44667 members 
Mstep: Class 22 contains 33516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106657896.000000 Penalty: 72451.218750
Iteration 115Q: 23 clusters Score -1.066579e+08 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47391 members 
Mstep: Class 3 contains 46405 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 45070 members 
Mstep: Class 6 contains 48192 members 
Mstep: Class 7 contains 45328 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 49969 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 22449 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 44789 members 
Mstep: Class 17 contains 45171 members 
Mstep: Class 18 contains 1717 members 
Mstep: Class 19 contains 51889 members 
Mstep: Class 20 contains 49824 members 
Mstep: Class 21 contains 44918 members 
Mstep: Class 22 contains 33954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106658824.000000 Penalty: 72451.218750
Iteration 116Q: 23 clusters Score -1.066588e+08 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47306 members 
Mstep: Class 3 contains 46417 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 44891 members 
Mstep: Class 6 contains 48131 members 
Mstep: Class 7 contains 45257 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 49910 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1885 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 22940 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 44709 members 
Mstep: Class 17 contains 45111 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 51676 members 
Mstep: Class 20 contains 49708 members 
Mstep: Class 21 contains 45064 members 
Mstep: Class 22 contains 34366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660080.000000 Penalty: 72451.218750
Iteration 117Q: 23 clusters Score -1.066601e+08 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47245 members 
Mstep: Class 3 contains 46432 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 44724 members 
Mstep: Class 6 contains 48099 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 49845 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1880 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 23458 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 1113 members 
Mstep: Class 16 contains 44616 members 
Mstep: Class 17 contains 45053 members 
Mstep: Class 18 contains 1454 members 
Mstep: Class 19 contains 51397 members 
Mstep: Class 20 contains 49582 members 
Mstep: Class 21 contains 45197 members 
Mstep: Class 22 contains 34778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661416.000000 Penalty: 72451.218750
Iteration 118Q: 23 clusters Score -1.066614e+08 nChanged 5508
Entering ConstructFrom: 
Score: -106661416.000000 Penalty: 72451.218750
Entering ConstructFrom: 
Trying to split cluster 1 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -60827.410156 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -60827.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59365.941406 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -59365.94 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59692.265625 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -59692.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59846.242188 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -59846.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59987.609375 Penalty: 3124.278809
	Iteration 3F: 3 clusters Score -59987.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60081.070312 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -60081.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60109.644531 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -60109.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60121.113281 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -60121.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60133.796875 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -60133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60139.679688 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -60139.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60142.140625 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -60142.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60158.937500 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -60158.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60192.226562 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -60192.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60224.070312 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -60224.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60255.855469 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -60255.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60287.359375 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -60287.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60315.824219 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -60315.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60354.566406 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -60354.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60406.152344 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -60406.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60419.730469 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -60419.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60445.207031 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -60445.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60464.847656 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -60464.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60509.750000 Penalty: 3124.278809
	Iteration 21Q: 3 clusters Score -60509.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60526.707031 Penalty: 3124.278809
	Iteration 22Q: 3 clusters Score -60526.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60547.527344 Penalty: 3124.278809
	Iteration 23Q: 3 clusters Score -60547.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60570.058594 Penalty: 3124.278809
	Iteration 24Q: 3 clusters Score -60570.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60596.917969 Penalty: 3124.278809
	Iteration 25Q: 3 clusters Score -60596.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60626.734375 Penalty: 3124.278809
	Iteration 26Q: 3 clusters Score -60626.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60652.398438 Penalty: 3124.278809
	Iteration 27Q: 3 clusters Score -60652.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60674.695312 Penalty: 3124.278809
	Iteration 28Q: 3 clusters Score -60674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60689.121094 Penalty: 3124.278809
	Iteration 29Q: 3 clusters Score -60689.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60698.531250 Penalty: 3124.278809
	Iteration 30Q: 3 clusters Score -60698.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60699.695312 Penalty: 3124.278809
	Iteration 31Q: 3 clusters Score -60699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60699.695312 Penalty: 3124.278809
	Iteration 32F: 3 clusters Score -60699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Entering Unmasked Estep 
Score: -8914739.000000 Penalty: 2668.892090
	Iteration 0F: 2 clusters Score -8914739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -8886613.000000 Penalty: 5337.784180
	Iteration 0F: 3 clusters Score -8886613 nChanged 21651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8898741.000000 Penalty: 5337.784180
	Iteration 1F: 3 clusters Score -8898741 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -8899386.000000 Penalty: 5337.784180
	Iteration 2Q: 3 clusters Score -8899386 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -8900080.000000 Penalty: 5337.784180
	Iteration 3Q: 3 clusters Score -8900080 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -8900902.000000 Penalty: 5337.784180
	Iteration 4Q: 3 clusters Score -8900902 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -8901789.000000 Penalty: 5337.784180
	Iteration 5Q: 3 clusters Score -8901789 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -8902841.000000 Penalty: 5337.784180
	Iteration 6Q: 3 clusters Score -8902841 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -8904087.000000 Penalty: 5337.784180
	Iteration 7F: 3 clusters Score -8904087 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -8905552.000000 Penalty: 5337.784180
	Iteration 8F: 3 clusters Score -8905552 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -8907122.000000 Penalty: 5337.784180
	Iteration 9F: 3 clusters Score -8907122 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -8908467.000000 Penalty: 5337.784180
	Iteration 10Q: 3 clusters Score -8908467 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -8909188.000000 Penalty: 5337.784180
	Iteration 11Q: 3 clusters Score -8909188 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -8909569.000000 Penalty: 5337.784180
	Iteration 12Q: 3 clusters Score -8909569 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -8909681.000000 Penalty: 5337.784180
	Iteration 13Q: 3 clusters Score -8909681 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -8909783.000000 Penalty: 5337.784180
	Iteration 14Q: 3 clusters Score -8909783 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -8909888.000000 Penalty: 5337.784180
	Iteration 15Q: 3 clusters Score -8909888 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -8909903.000000 Penalty: 5337.784180
	Iteration 16Q: 3 clusters Score -8909903 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -8909977.000000 Penalty: 5337.784180
	Iteration 17Q: 3 clusters Score -8909977 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -8910061.000000 Penalty: 5337.784180
	Iteration 18Q: 3 clusters Score -8910061 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -8910175.000000 Penalty: 5337.784180
	Iteration 19Q: 3 clusters Score -8910175 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -8910201.000000 Penalty: 5337.784180
	Iteration 20F: 3 clusters Score -8910201 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -8910291.000000 Penalty: 5337.784180
	Iteration 21Q: 3 clusters Score -8910291 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -8910350.000000 Penalty: 5337.784180
	Iteration 22Q: 3 clusters Score -8910350 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -8910416.000000 Penalty: 5337.784180
	Iteration 23Q: 3 clusters Score -8910416 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -8910521.000000 Penalty: 5337.784180
	Iteration 24Q: 3 clusters Score -8910521 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -8910580.000000 Penalty: 5337.784180
	Iteration 25Q: 3 clusters Score -8910580 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -8910625.000000 Penalty: 5337.784180
	Iteration 26Q: 3 clusters Score -8910625 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -8910678.000000 Penalty: 5337.784180
	Iteration 27Q: 3 clusters Score -8910678 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -8910727.000000 Penalty: 5337.784180
	Iteration 28Q: 3 clusters Score -8910727 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -8910783.000000 Penalty: 5337.784180
	Iteration 29Q: 3 clusters Score -8910783 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -8910856.000000 Penalty: 5337.784180
	Iteration 30Q: 3 clusters Score -8910856 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -8910932.000000 Penalty: 5337.784180
	Iteration 31Q: 3 clusters Score -8910932 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -8910984.000000 Penalty: 5337.784180
	Iteration 32Q: 3 clusters Score -8910984 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -8911041.000000 Penalty: 5337.784180
	Iteration 33Q: 3 clusters Score -8911041 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -8911085.000000 Penalty: 5337.784180
	Iteration 34Q: 3 clusters Score -8911085 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -8911193.000000 Penalty: 5337.784180
	Iteration 35Q: 3 clusters Score -8911193 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -8911213.000000 Penalty: 5337.784180
	Iteration 36Q: 3 clusters Score -8911213 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -8911277.000000 Penalty: 5337.784180
	Iteration 37Q: 3 clusters Score -8911277 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -8911340.000000 Penalty: 5337.784180
	Iteration 38Q: 3 clusters Score -8911340 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -8911380.000000 Penalty: 5337.784180
	Iteration 39Q: 3 clusters Score -8911380 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -8911456.000000 Penalty: 5337.784180
	Iteration 40F: 3 clusters Score -8911456 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -8911529.000000 Penalty: 5337.784180
	Iteration 41Q: 3 clusters Score -8911529 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -8911604.000000 Penalty: 5337.784180
	Iteration 42Q: 3 clusters Score -8911604 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -8911653.000000 Penalty: 5337.784180
	Iteration 43Q: 3 clusters Score -8911653 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -8911662.000000 Penalty: 5337.784180
	Iteration 44Q: 3 clusters Score -8911662 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -8911702.000000 Penalty: 5337.784180
	Iteration 45Q: 3 clusters Score -8911702 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -8911764.000000 Penalty: 5337.784180
	Iteration 46Q: 3 clusters Score -8911764 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -8911760.000000 Penalty: 5337.784180
	Iteration 47Q: 3 clusters Score -8911760 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -8911808.000000 Penalty: 5337.784180
	Iteration 48Q: 3 clusters Score -8911808 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -8911801.000000 Penalty: 5337.784180
	Iteration 49Q: 3 clusters Score -8911801 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -8911794.000000 Penalty: 5337.784180
	Iteration 50Q: 3 clusters Score -8911794 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -8911819.000000 Penalty: 5337.784180
	Iteration 51Q: 3 clusters Score -8911819 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -8911826.000000 Penalty: 5337.784180
	Iteration 52Q: 3 clusters Score -8911826 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -8911832.000000 Penalty: 5337.784180
	Iteration 53Q: 3 clusters Score -8911832 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -8911843.000000 Penalty: 5337.784180
	Iteration 54Q: 3 clusters Score -8911843 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -8911859.000000 Penalty: 5337.784180
	Iteration 55Q: 3 clusters Score -8911859 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8911874.000000 Penalty: 5337.784180
	Iteration 56Q: 3 clusters Score -8911874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -8911863.000000 Penalty: 5337.784180
	Iteration 57Q: 3 clusters Score -8911863 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -8911898.000000 Penalty: 5337.784180
	Iteration 58Q: 3 clusters Score -8911898 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -8911902.000000 Penalty: 5337.784180
	Iteration 59Q: 3 clusters Score -8911902 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -8911863.000000 Penalty: 5337.784180
	Iteration 60F: 3 clusters Score -8911863 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -8911882.000000 Penalty: 5337.784180
	Iteration 61Q: 3 clusters Score -8911882 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -8911902.000000 Penalty: 5337.784180
	Iteration 62Q: 3 clusters Score -8911902 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -8911882.000000 Penalty: 5337.784180
	Iteration 63Q: 3 clusters Score -8911882 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -8911873.000000 Penalty: 5337.784180
	Iteration 64Q: 3 clusters Score -8911873 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -8911882.000000 Penalty: 5337.784180
	Iteration 65Q: 3 clusters Score -8911882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -8911890.000000 Penalty: 5337.784180
	Iteration 66Q: 3 clusters Score -8911890 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -8911888.000000 Penalty: 5337.784180
	Iteration 67Q: 3 clusters Score -8911888 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8911899.000000 Penalty: 5337.784180
	Iteration 68Q: 3 clusters Score -8911899 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -8911899.000000 Penalty: 5337.784180
	Iteration 69Q: 3 clusters Score -8911899 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -8911894.000000 Penalty: 5337.784180
	Iteration 70Q: 3 clusters Score -8911894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -8911899.000000 Penalty: 5337.784180
	Iteration 71Q: 3 clusters Score -8911899 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -8911898.000000 Penalty: 5337.784180
	Iteration 72Q: 3 clusters Score -8911898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -8911915.000000 Penalty: 5337.784180
	Iteration 73Q: 3 clusters Score -8911915 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8911901.000000 Penalty: 5337.784180
	Iteration 74Q: 3 clusters Score -8911901 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -8911916.000000 Penalty: 5337.784180
	Iteration 75Q: 3 clusters Score -8911916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -8911884.000000 Penalty: 5337.784180
	Iteration 76Q: 3 clusters Score -8911884 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -8911897.000000 Penalty: 5337.784180
	Iteration 77Q: 3 clusters Score -8911897 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -8911898.000000 Penalty: 5337.784180
	Iteration 78Q: 3 clusters Score -8911898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -8911896.000000 Penalty: 5337.784180
	Iteration 79Q: 3 clusters Score -8911896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -8911878.000000 Penalty: 5337.784180
	Iteration 80F: 3 clusters Score -8911878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -8911890.000000 Penalty: 5337.784180
	Iteration 81Q: 3 clusters Score -8911890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -8911893.000000 Penalty: 5337.784180
	Iteration 82Q: 3 clusters Score -8911893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -8911904.000000 Penalty: 5337.784180
	Iteration 83Q: 3 clusters Score -8911904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -8911906.000000 Penalty: 5337.784180
	Iteration 84Q: 3 clusters Score -8911906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -8911922.000000 Penalty: 5337.784180
	Iteration 85Q: 3 clusters Score -8911922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -8911917.000000 Penalty: 5337.784180
	Iteration 86Q: 3 clusters Score -8911917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -8911928.000000 Penalty: 5337.784180
	Iteration 87Q: 3 clusters Score -8911928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -8911920.000000 Penalty: 5337.784180
	Iteration 88Q: 3 clusters Score -8911920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -8911908.000000 Penalty: 5337.784180
	Iteration 89Q: 3 clusters Score -8911908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -8911932.000000 Penalty: 5337.784180
	Iteration 90Q: 3 clusters Score -8911932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -8911941.000000 Penalty: 5337.784180
	Iteration 91Q: 3 clusters Score -8911941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -8911952.000000 Penalty: 5337.784180
	Iteration 92Q: 3 clusters Score -8911952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -8911951.000000 Penalty: 5337.784180
	Iteration 93Q: 3 clusters Score -8911951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -8911944.000000 Penalty: 5337.784180
	Iteration 94Q: 3 clusters Score -8911944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -8911953.000000 Penalty: 5337.784180
	Iteration 95Q: 3 clusters Score -8911953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -8911937.000000 Penalty: 5337.784180
	Iteration 96Q: 3 clusters Score -8911937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -8911936.000000 Penalty: 5337.784180
	Iteration 97Q: 3 clusters Score -8911936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -8911951.000000 Penalty: 5337.784180
	Iteration 98Q: 3 clusters Score -8911951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -8911953.000000 Penalty: 5337.784180
	Iteration 99Q: 3 clusters Score -8911953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -8911947.000000 Penalty: 5337.784180
	Iteration 100F: 3 clusters Score -8911947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -8911952.000000 Penalty: 5337.784180
	Iteration 101Q: 3 clusters Score -8911952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -8911971.000000 Penalty: 5337.784180
	Iteration 102Q: 3 clusters Score -8911971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -8911973.000000 Penalty: 5337.784180
	Iteration 103Q: 3 clusters Score -8911973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -8911955.000000 Penalty: 5337.784180
	Iteration 104Q: 3 clusters Score -8911955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -8911938.000000 Penalty: 5337.784180
	Iteration 105Q: 3 clusters Score -8911938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -8911932.000000 Penalty: 5337.784180
	Iteration 106Q: 3 clusters Score -8911932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -8911956.000000 Penalty: 5337.784180
	Iteration 107Q: 3 clusters Score -8911956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -8911935.000000 Penalty: 5337.784180
	Iteration 108Q: 3 clusters Score -8911935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -8911939.000000 Penalty: 5337.784180
	Iteration 109Q: 3 clusters Score -8911939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -8911945.000000 Penalty: 5337.784180
	Iteration 110Q: 3 clusters Score -8911945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -8911940.000000 Penalty: 5337.784180
	Iteration 111Q: 3 clusters Score -8911940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -8911935.000000 Penalty: 5337.784180
	Iteration 112Q: 3 clusters Score -8911935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -8911930.000000 Penalty: 5337.784180
	Iteration 113Q: 3 clusters Score -8911930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -8911938.000000 Penalty: 5337.784180
	Iteration 114Q: 3 clusters Score -8911938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -8911932.000000 Penalty: 5337.784180
	Iteration 115Q: 3 clusters Score -8911932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -8911937.000000 Penalty: 5337.784180
	Iteration 116Q: 3 clusters Score -8911937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -8911939.000000 Penalty: 5337.784180
	Iteration 117Q: 3 clusters Score -8911939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -8911942.000000 Penalty: 5337.784180
	Iteration 118Q: 3 clusters Score -8911942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -8911942.000000 Penalty: 5337.784180
	Iteration 119F: 3 clusters Score -8911942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Entering Unmasked Estep 
Score: -8615219.000000 Penalty: 2664.843018
	Iteration 0F: 2 clusters Score -8615219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -8585811.000000 Penalty: 5329.686035
	Iteration 0F: 3 clusters Score -8585811 nChanged 21526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -8598192.000000 Penalty: 5329.686035
	Iteration 1F: 3 clusters Score -8598192 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -8599135.000000 Penalty: 5329.686035
	Iteration 2Q: 3 clusters Score -8599135 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -8600312.000000 Penalty: 5329.686035
	Iteration 3Q: 3 clusters Score -8600312 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -8601766.000000 Penalty: 5329.686035
	Iteration 4F: 3 clusters Score -8601766 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -8603387.000000 Penalty: 5329.686035
	Iteration 5F: 3 clusters Score -8603387 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -8605170.000000 Penalty: 5329.686035
	Iteration 6F: 3 clusters Score -8605170 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -8607051.000000 Penalty: 5329.686035
	Iteration 7F: 3 clusters Score -8607051 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -8608567.000000 Penalty: 5329.686035
	Iteration 8Q: 3 clusters Score -8608567 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -8609724.000000 Penalty: 5329.686035
	Iteration 9Q: 3 clusters Score -8609724 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -8610494.000000 Penalty: 5329.686035
	Iteration 10Q: 3 clusters Score -8610494 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -8611045.000000 Penalty: 5329.686035
	Iteration 11Q: 3 clusters Score -8611045 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -8611387.000000 Penalty: 5329.686035
	Iteration 12Q: 3 clusters Score -8611387 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -8611647.000000 Penalty: 5329.686035
	Iteration 13Q: 3 clusters Score -8611647 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -8611901.000000 Penalty: 5329.686035
	Iteration 14Q: 3 clusters Score -8611901 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -8612095.000000 Penalty: 5329.686035
	Iteration 15Q: 3 clusters Score -8612095 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -8612235.000000 Penalty: 5329.686035
	Iteration 16Q: 3 clusters Score -8612235 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -8612339.000000 Penalty: 5329.686035
	Iteration 17Q: 3 clusters Score -8612339 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -8612457.000000 Penalty: 5329.686035
	Iteration 18Q: 3 clusters Score -8612457 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8612536.000000 Penalty: 5329.686035
	Iteration 19Q: 3 clusters Score -8612536 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -8612613.000000 Penalty: 5329.686035
	Iteration 20F: 3 clusters Score -8612613 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -8612703.000000 Penalty: 5329.686035
	Iteration 21Q: 3 clusters Score -8612703 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8612761.000000 Penalty: 5329.686035
	Iteration 22Q: 3 clusters Score -8612761 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8612797.000000 Penalty: 5329.686035
	Iteration 23Q: 3 clusters Score -8612797 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -8612771.000000 Penalty: 5329.686035
	Iteration 24Q: 3 clusters Score -8612771 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8612788.000000 Penalty: 5329.686035
	Iteration 25Q: 3 clusters Score -8612788 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -8612843.000000 Penalty: 5329.686035
	Iteration 26Q: 3 clusters Score -8612843 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8612855.000000 Penalty: 5329.686035
	Iteration 27Q: 3 clusters Score -8612855 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -8612882.000000 Penalty: 5329.686035
	Iteration 28Q: 3 clusters Score -8612882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -8612900.000000 Penalty: 5329.686035
	Iteration 29Q: 3 clusters Score -8612900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -8612926.000000 Penalty: 5329.686035
	Iteration 30Q: 3 clusters Score -8612926 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -8612938.000000 Penalty: 5329.686035
	Iteration 31Q: 3 clusters Score -8612938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8612955.000000 Penalty: 5329.686035
	Iteration 32Q: 3 clusters Score -8612955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -8612971.000000 Penalty: 5329.686035
	Iteration 33Q: 3 clusters Score -8612971 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -8612984.000000 Penalty: 5329.686035
	Iteration 34Q: 3 clusters Score -8612984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -8613006.000000 Penalty: 5329.686035
	Iteration 35Q: 3 clusters Score -8613006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -8613016.000000 Penalty: 5329.686035
	Iteration 36Q: 3 clusters Score -8613016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -8613014.000000 Penalty: 5329.686035
	Iteration 37Q: 3 clusters Score -8613014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -8613023.000000 Penalty: 5329.686035
	Iteration 38Q: 3 clusters Score -8613023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -8613022.000000 Penalty: 5329.686035
	Iteration 39Q: 3 clusters Score -8613022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -8613019.000000 Penalty: 5329.686035
	Iteration 40F: 3 clusters Score -8613019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -8613033.000000 Penalty: 5329.686035
	Iteration 41Q: 3 clusters Score -8613033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -8613035.000000 Penalty: 5329.686035
	Iteration 42Q: 3 clusters Score -8613035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -8613037.000000 Penalty: 5329.686035
	Iteration 43Q: 3 clusters Score -8613037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -8613038.000000 Penalty: 5329.686035
	Iteration 44Q: 3 clusters Score -8613038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -8613038.000000 Penalty: 5329.686035
	Iteration 45Q: 3 clusters Score -8613038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -8613040.000000 Penalty: 5329.686035
	Iteration 46Q: 3 clusters Score -8613040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -8613046.000000 Penalty: 5329.686035
	Iteration 47Q: 3 clusters Score -8613046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -8613043.000000 Penalty: 5329.686035
	Iteration 48Q: 3 clusters Score -8613043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -8613049.000000 Penalty: 5329.686035
	Iteration 49Q: 3 clusters Score -8613049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -8613044.000000 Penalty: 5329.686035
	Iteration 50Q: 3 clusters Score -8613044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -8613042.000000 Penalty: 5329.686035
	Iteration 51Q: 3 clusters Score -8613042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8613046.000000 Penalty: 5329.686035
	Iteration 52Q: 3 clusters Score -8613046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -8613052.000000 Penalty: 5329.686035
	Iteration 53Q: 3 clusters Score -8613052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -8613051.000000 Penalty: 5329.686035
	Iteration 54Q: 3 clusters Score -8613051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8613051.000000 Penalty: 5329.686035
	Iteration 55Q: 3 clusters Score -8613051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -8613049.000000 Penalty: 5329.686035
	Iteration 56Q: 3 clusters Score -8613049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -8613059.000000 Penalty: 5329.686035
	Iteration 57Q: 3 clusters Score -8613059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -8613054.000000 Penalty: 5329.686035
	Iteration 58Q: 3 clusters Score -8613054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -8613057.000000 Penalty: 5329.686035
	Iteration 59Q: 3 clusters Score -8613057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -8613054.000000 Penalty: 5329.686035
	Iteration 60F: 3 clusters Score -8613054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -158088.984375 Penalty: 1689.734253
	Iteration 0F: 2 clusters Score -158089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -156311.078125 Penalty: 3379.468506
	Iteration 0F: 3 clusters Score -156311.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -156740.671875 Penalty: 3379.468506
	Iteration 1F: 3 clusters Score -156740.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -157054.140625 Penalty: 3379.468506
	Iteration 2F: 3 clusters Score -157054.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157295.625000 Penalty: 3379.468506
	Iteration 3F: 3 clusters Score -157295.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -157537.656250 Penalty: 3379.468506
	Iteration 4F: 3 clusters Score -157537.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157712.265625 Penalty: 3379.468506
	Iteration 5F: 3 clusters Score -157712.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -157908.234375 Penalty: 3379.468506
	Iteration 6Q: 3 clusters Score -157908.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -157977.171875 Penalty: 3379.468506
	Iteration 7Q: 3 clusters Score -157977.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -158010.406250 Penalty: 3379.468506
	Iteration 8Q: 3 clusters Score -158010.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -158031.484375 Penalty: 3379.468506
	Iteration 9Q: 3 clusters Score -158031.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -158051.312500 Penalty: 3379.468506
	Iteration 10Q: 3 clusters Score -158051.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158059.609375 Penalty: 3379.468506
	Iteration 11Q: 3 clusters Score -158059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158065.484375 Penalty: 3379.468506
	Iteration 12Q: 3 clusters Score -158065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -158066.890625 Penalty: 3379.468506
	Iteration 13Q: 3 clusters Score -158066.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -158066.890625 Penalty: 3379.468506
	Iteration 14F: 3 clusters Score -158066.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Entering Unmasked Estep 
Score: -8205552.500000 Penalty: 2654.716553
	Iteration 0F: 2 clusters Score -8205552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -8176234.500000 Penalty: 5309.433105
	Iteration 0F: 3 clusters Score -8176234 nChanged 20521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -8187596.500000 Penalty: 5309.433105
	Iteration 1F: 3 clusters Score -8187596 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -8188280.000000 Penalty: 5309.433105
	Iteration 2Q: 3 clusters Score -8188280 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -8188900.000000 Penalty: 5309.433105
	Iteration 3Q: 3 clusters Score -8188900 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -8189670.500000 Penalty: 5309.433105
	Iteration 4Q: 3 clusters Score -8189670 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -8190836.500000 Penalty: 5309.433105
	Iteration 5F: 3 clusters Score -8190836 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -8192733.000000 Penalty: 5309.433105
	Iteration 6F: 3 clusters Score -8192733 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -8195334.000000 Penalty: 5309.433105
	Iteration 7F: 3 clusters Score -8195334 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -8198271.500000 Penalty: 5309.433105
	Iteration 8F: 3 clusters Score -8198272 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -8200594.500000 Penalty: 5309.433105
	Iteration 9F: 3 clusters Score -8200594 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -8202100.000000 Penalty: 5309.433105
	Iteration 10Q: 3 clusters Score -8202100 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -8202988.000000 Penalty: 5309.433105
	Iteration 11Q: 3 clusters Score -8202988 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -8203523.500000 Penalty: 5309.433105
	Iteration 12Q: 3 clusters Score -8203524 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -8203794.000000 Penalty: 5309.433105
	Iteration 13Q: 3 clusters Score -8203794 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8203953.500000 Penalty: 5309.433105
	Iteration 14Q: 3 clusters Score -8203954 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -8204096.500000 Penalty: 5309.433105
	Iteration 15Q: 3 clusters Score -8204096 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -8204187.000000 Penalty: 5309.433105
	Iteration 16Q: 3 clusters Score -8204187 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -8204254.500000 Penalty: 5309.433105
	Iteration 17Q: 3 clusters Score -8204254 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -8204306.000000 Penalty: 5309.433105
	Iteration 18Q: 3 clusters Score -8204306 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -8204338.500000 Penalty: 5309.433105
	Iteration 19Q: 3 clusters Score -8204338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -8204384.000000 Penalty: 5309.433105
	Iteration 20F: 3 clusters Score -8204384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -8204387.000000 Penalty: 5309.433105
	Iteration 21Q: 3 clusters Score -8204387 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -8204398.500000 Penalty: 5309.433105
	Iteration 22Q: 3 clusters Score -8204398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -8204400.000000 Penalty: 5309.433105
	Iteration 23Q: 3 clusters Score -8204400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -8204399.000000 Penalty: 5309.433105
	Iteration 24Q: 3 clusters Score -8204399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -8204399.000000 Penalty: 5309.433105
	Iteration 25Q: 3 clusters Score -8204399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -8204398.500000 Penalty: 5309.433105
	Iteration 26Q: 3 clusters Score -8204398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -8204414.500000 Penalty: 5309.433105
	Iteration 27Q: 3 clusters Score -8204414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -8204422.500000 Penalty: 5309.433105
	Iteration 28Q: 3 clusters Score -8204422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -8204412.000000 Penalty: 5309.433105
	Iteration 29Q: 3 clusters Score -8204412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -8204416.000000 Penalty: 5309.433105
	Iteration 30Q: 3 clusters Score -8204416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -8204420.500000 Penalty: 5309.433105
	Iteration 31Q: 3 clusters Score -8204420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -8204420.500000 Penalty: 5309.433105
	Iteration 32Q: 3 clusters Score -8204420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -8204410.000000 Penalty: 5309.433105
	Iteration 33Q: 3 clusters Score -8204410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -8204414.500000 Penalty: 5309.433105
	Iteration 34Q: 3 clusters Score -8204414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -8204404.000000 Penalty: 5309.433105
	Iteration 35Q: 3 clusters Score -8204404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -8204399.000000 Penalty: 5309.433105
	Iteration 36Q: 3 clusters Score -8204399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -8204409.500000 Penalty: 5309.433105
	Iteration 37Q: 3 clusters Score -8204410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -8204404.500000 Penalty: 5309.433105
	Iteration 38Q: 3 clusters Score -8204404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8204410.000000 Penalty: 5309.433105
	Iteration 39Q: 3 clusters Score -8204410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -8204408.000000 Penalty: 5309.433105
	Iteration 40F: 3 clusters Score -8204408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -8204411.500000 Penalty: 5309.433105
	Iteration 41Q: 3 clusters Score -8204412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -8204410.000000 Penalty: 5309.433105
	Iteration 42Q: 3 clusters Score -8204410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -8204413.500000 Penalty: 5309.433105
	Iteration 43Q: 3 clusters Score -8204414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -8204406.000000 Penalty: 5309.433105
	Iteration 44Q: 3 clusters Score -8204406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -8204395.500000 Penalty: 5309.433105
	Iteration 45Q: 3 clusters Score -8204396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -8204405.500000 Penalty: 5309.433105
	Iteration 46Q: 3 clusters Score -8204406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -8204397.000000 Penalty: 5309.433105
	Iteration 47Q: 3 clusters Score -8204397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -8204401.000000 Penalty: 5309.433105
	Iteration 48Q: 3 clusters Score -8204401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -8204394.500000 Penalty: 5309.433105
	Iteration 49Q: 3 clusters Score -8204394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -8204394.500000 Penalty: 5309.433105
	Iteration 50F: 3 clusters Score -8204394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Entering Unmasked Estep 
Score: -8956652.000000 Penalty: 2673.568359
	Iteration 0F: 2 clusters Score -8956652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -8927332.000000 Penalty: 5347.136719
	Iteration 0F: 3 clusters Score -8927332 nChanged 22195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -8939515.000000 Penalty: 5347.136719
	Iteration 1F: 3 clusters Score -8939515 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -8940047.000000 Penalty: 5347.136719
	Iteration 2Q: 3 clusters Score -8940047 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -8940494.000000 Penalty: 5347.136719
	Iteration 3Q: 3 clusters Score -8940494 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -8940978.000000 Penalty: 5347.136719
	Iteration 4Q: 3 clusters Score -8940978 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -8941556.000000 Penalty: 5347.136719
	Iteration 5Q: 3 clusters Score -8941556 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -8942198.000000 Penalty: 5347.136719
	Iteration 6Q: 3 clusters Score -8942198 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -8943044.000000 Penalty: 5347.136719
	Iteration 7Q: 3 clusters Score -8943044 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -8944213.000000 Penalty: 5347.136719
	Iteration 8Q: 3 clusters Score -8944213 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -8945839.000000 Penalty: 5347.136719
	Iteration 9F: 3 clusters Score -8945839 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -8947935.000000 Penalty: 5347.136719
	Iteration 10F: 3 clusters Score -8947935 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -8950209.000000 Penalty: 5347.136719
	Iteration 11F: 3 clusters Score -8950209 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -8951685.000000 Penalty: 5347.136719
	Iteration 12F: 3 clusters Score -8951685 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -8952344.000000 Penalty: 5347.136719
	Iteration 13Q: 3 clusters Score -8952344 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -8952572.000000 Penalty: 5347.136719
	Iteration 14Q: 3 clusters Score -8952572 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -8952717.000000 Penalty: 5347.136719
	Iteration 15Q: 3 clusters Score -8952717 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -8952800.000000 Penalty: 5347.136719
	Iteration 16Q: 3 clusters Score -8952800 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8952804.000000 Penalty: 5347.136719
	Iteration 17Q: 3 clusters Score -8952804 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -8952862.000000 Penalty: 5347.136719
	Iteration 18Q: 3 clusters Score -8952862 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -8952964.000000 Penalty: 5347.136719
	Iteration 19Q: 3 clusters Score -8952964 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -8952993.000000 Penalty: 5347.136719
	Iteration 20F: 3 clusters Score -8952993 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -8953019.000000 Penalty: 5347.136719
	Iteration 21Q: 3 clusters Score -8953019 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -8953082.000000 Penalty: 5347.136719
	Iteration 22Q: 3 clusters Score -8953082 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -8953151.000000 Penalty: 5347.136719
	Iteration 23Q: 3 clusters Score -8953151 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -8953141.000000 Penalty: 5347.136719
	Iteration 24Q: 3 clusters Score -8953141 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -8953159.000000 Penalty: 5347.136719
	Iteration 25Q: 3 clusters Score -8953159 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -8953181.000000 Penalty: 5347.136719
	Iteration 26Q: 3 clusters Score -8953181 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -8953203.000000 Penalty: 5347.136719
	Iteration 27Q: 3 clusters Score -8953203 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -8953272.000000 Penalty: 5347.136719
	Iteration 28Q: 3 clusters Score -8953272 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -8953301.000000 Penalty: 5347.136719
	Iteration 29Q: 3 clusters Score -8953301 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -8953325.000000 Penalty: 5347.136719
	Iteration 30Q: 3 clusters Score -8953325 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -8953326.000000 Penalty: 5347.136719
	Iteration 31Q: 3 clusters Score -8953326 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -8953358.000000 Penalty: 5347.136719
	Iteration 32Q: 3 clusters Score -8953358 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -8953382.000000 Penalty: 5347.136719
	Iteration 33Q: 3 clusters Score -8953382 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -8953379.000000 Penalty: 5347.136719
	Iteration 34Q: 3 clusters Score -8953379 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -8953418.000000 Penalty: 5347.136719
	Iteration 35Q: 3 clusters Score -8953418 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -8953443.000000 Penalty: 5347.136719
	Iteration 36Q: 3 clusters Score -8953443 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -8953442.000000 Penalty: 5347.136719
	Iteration 37Q: 3 clusters Score -8953442 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -8953462.000000 Penalty: 5347.136719
	Iteration 38Q: 3 clusters Score -8953462 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -8953482.000000 Penalty: 5347.136719
	Iteration 39Q: 3 clusters Score -8953482 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -8953511.000000 Penalty: 5347.136719
	Iteration 40F: 3 clusters Score -8953511 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -8953528.000000 Penalty: 5347.136719
	Iteration 41Q: 3 clusters Score -8953528 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -8953527.000000 Penalty: 5347.136719
	Iteration 42Q: 3 clusters Score -8953527 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -8953537.000000 Penalty: 5347.136719
	Iteration 43Q: 3 clusters Score -8953537 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -8953565.000000 Penalty: 5347.136719
	Iteration 44Q: 3 clusters Score -8953565 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -8953560.000000 Penalty: 5347.136719
	Iteration 45Q: 3 clusters Score -8953560 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -8953585.000000 Penalty: 5347.136719
	Iteration 46Q: 3 clusters Score -8953585 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -8953580.000000 Penalty: 5347.136719
	Iteration 47Q: 3 clusters Score -8953580 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -8953594.000000 Penalty: 5347.136719
	Iteration 48Q: 3 clusters Score -8953594 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -8953607.000000 Penalty: 5347.136719
	Iteration 49Q: 3 clusters Score -8953607 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -8953613.000000 Penalty: 5347.136719
	Iteration 50Q: 3 clusters Score -8953613 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -8953636.000000 Penalty: 5347.136719
	Iteration 51Q: 3 clusters Score -8953636 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -8953663.000000 Penalty: 5347.136719
	Iteration 52Q: 3 clusters Score -8953663 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -8953658.000000 Penalty: 5347.136719
	Iteration 53Q: 3 clusters Score -8953658 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -8953662.000000 Penalty: 5347.136719
	Iteration 54Q: 3 clusters Score -8953662 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -8953685.000000 Penalty: 5347.136719
	Iteration 55Q: 3 clusters Score -8953685 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -8953718.000000 Penalty: 5347.136719
	Iteration 56Q: 3 clusters Score -8953718 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -8953734.000000 Penalty: 5347.136719
	Iteration 57Q: 3 clusters Score -8953734 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -8953725.000000 Penalty: 5347.136719
	Iteration 58Q: 3 clusters Score -8953725 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -8953763.000000 Penalty: 5347.136719
	Iteration 59Q: 3 clusters Score -8953763 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -8953787.000000 Penalty: 5347.136719
	Iteration 60F: 3 clusters Score -8953787 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -8953801.000000 Penalty: 5347.136719
	Iteration 61Q: 3 clusters Score -8953801 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -8953851.000000 Penalty: 5347.136719
	Iteration 62Q: 3 clusters Score -8953851 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -8953881.000000 Penalty: 5347.136719
	Iteration 63Q: 3 clusters Score -8953881 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -8953890.000000 Penalty: 5347.136719
	Iteration 64Q: 3 clusters Score -8953890 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -8953906.000000 Penalty: 5347.136719
	Iteration 65Q: 3 clusters Score -8953906 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -8953917.000000 Penalty: 5347.136719
	Iteration 66Q: 3 clusters Score -8953917 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -8953955.000000 Penalty: 5347.136719
	Iteration 67Q: 3 clusters Score -8953955 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -8953975.000000 Penalty: 5347.136719
	Iteration 68Q: 3 clusters Score -8953975 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -8953998.000000 Penalty: 5347.136719
	Iteration 69Q: 3 clusters Score -8953998 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -8953997.000000 Penalty: 5347.136719
	Iteration 70Q: 3 clusters Score -8953997 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -8954043.000000 Penalty: 5347.136719
	Iteration 71Q: 3 clusters Score -8954043 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -8954032.000000 Penalty: 5347.136719
	Iteration 72Q: 3 clusters Score -8954032 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -8954046.000000 Penalty: 5347.136719
	Iteration 73Q: 3 clusters Score -8954046 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -8954095.000000 Penalty: 5347.136719
	Iteration 74Q: 3 clusters Score -8954095 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -8954080.000000 Penalty: 5347.136719
	Iteration 75Q: 3 clusters Score -8954080 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -8954136.000000 Penalty: 5347.136719
	Iteration 76Q: 3 clusters Score -8954136 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -8954123.000000 Penalty: 5347.136719
	Iteration 77Q: 3 clusters Score -8954123 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -8954100.000000 Penalty: 5347.136719
	Iteration 78Q: 3 clusters Score -8954100 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -8954132.000000 Penalty: 5347.136719
	Iteration 79Q: 3 clusters Score -8954132 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -8954142.000000 Penalty: 5347.136719
	Iteration 80F: 3 clusters Score -8954142 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -8954134.000000 Penalty: 5347.136719
	Iteration 81Q: 3 clusters Score -8954134 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -8954157.000000 Penalty: 5347.136719
	Iteration 82Q: 3 clusters Score -8954157 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -8954195.000000 Penalty: 5347.136719
	Iteration 83Q: 3 clusters Score -8954195 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -8954230.000000 Penalty: 5347.136719
	Iteration 84Q: 3 clusters Score -8954230 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -8954240.000000 Penalty: 5347.136719
	Iteration 85Q: 3 clusters Score -8954240 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -8954245.000000 Penalty: 5347.136719
	Iteration 86Q: 3 clusters Score -8954245 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -8954259.000000 Penalty: 5347.136719
	Iteration 87Q: 3 clusters Score -8954259 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -8954295.000000 Penalty: 5347.136719
	Iteration 88Q: 3 clusters Score -8954295 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -8954270.000000 Penalty: 5347.136719
	Iteration 89Q: 3 clusters Score -8954270 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -8954298.000000 Penalty: 5347.136719
	Iteration 90Q: 3 clusters Score -8954298 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -8954346.000000 Penalty: 5347.136719
	Iteration 91Q: 3 clusters Score -8954346 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -8954359.000000 Penalty: 5347.136719
	Iteration 92Q: 3 clusters Score -8954359 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -8954377.000000 Penalty: 5347.136719
	Iteration 93Q: 3 clusters Score -8954377 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -8954403.000000 Penalty: 5347.136719
	Iteration 94Q: 3 clusters Score -8954403 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -8954396.000000 Penalty: 5347.136719
	Iteration 95Q: 3 clusters Score -8954396 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -8954409.000000 Penalty: 5347.136719
	Iteration 96Q: 3 clusters Score -8954409 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -8954400.000000 Penalty: 5347.136719
	Iteration 97Q: 3 clusters Score -8954400 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -8954375.000000 Penalty: 5347.136719
	Iteration 98Q: 3 clusters Score -8954375 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -8954364.000000 Penalty: 5347.136719
	Iteration 99Q: 3 clusters Score -8954364 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -8954399.000000 Penalty: 5347.136719
	Iteration 100F: 3 clusters Score -8954399 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -8954402.000000 Penalty: 5347.136719
	Iteration 101Q: 3 clusters Score -8954402 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -8954406.000000 Penalty: 5347.136719
	Iteration 102Q: 3 clusters Score -8954406 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -8954422.000000 Penalty: 5347.136719
	Iteration 103Q: 3 clusters Score -8954422 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -8954453.000000 Penalty: 5347.136719
	Iteration 104Q: 3 clusters Score -8954453 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -8954431.000000 Penalty: 5347.136719
	Iteration 105Q: 3 clusters Score -8954431 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -8954458.000000 Penalty: 5347.136719
	Iteration 106Q: 3 clusters Score -8954458 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -8954468.000000 Penalty: 5347.136719
	Iteration 107Q: 3 clusters Score -8954468 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -8954489.000000 Penalty: 5347.136719
	Iteration 108Q: 3 clusters Score -8954489 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -8954535.000000 Penalty: 5347.136719
	Iteration 109Q: 3 clusters Score -8954535 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -8954545.000000 Penalty: 5347.136719
	Iteration 110Q: 3 clusters Score -8954545 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -8954573.000000 Penalty: 5347.136719
	Iteration 111Q: 3 clusters Score -8954573 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -8954577.000000 Penalty: 5347.136719
	Iteration 112Q: 3 clusters Score -8954577 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -8954589.000000 Penalty: 5347.136719
	Iteration 113Q: 3 clusters Score -8954589 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -8954617.000000 Penalty: 5347.136719
	Iteration 114Q: 3 clusters Score -8954617 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -8954626.000000 Penalty: 5347.136719
	Iteration 115Q: 3 clusters Score -8954626 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -8954658.000000 Penalty: 5347.136719
	Iteration 116Q: 3 clusters Score -8954658 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -8954660.000000 Penalty: 5347.136719
	Iteration 117Q: 3 clusters Score -8954660 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -8954686.000000 Penalty: 5347.136719
	Iteration 118Q: 3 clusters Score -8954686 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -8954709.000000 Penalty: 5347.136719
	Iteration 119Q: 3 clusters Score -8954709 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -8954734.000000 Penalty: 5347.136719
	Iteration 120F: 3 clusters Score -8954734 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -8954764.000000 Penalty: 5347.136719
	Iteration 121Q: 3 clusters Score -8954764 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -8954805.000000 Penalty: 5347.136719
	Iteration 122Q: 3 clusters Score -8954805 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -8954853.000000 Penalty: 5347.136719
	Iteration 123Q: 3 clusters Score -8954853 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -8954886.000000 Penalty: 5347.136719
	Iteration 124Q: 3 clusters Score -8954886 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -8954913.000000 Penalty: 5347.136719
	Iteration 125Q: 3 clusters Score -8954913 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -8954947.000000 Penalty: 5347.136719
	Iteration 126Q: 3 clusters Score -8954947 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -8955003.000000 Penalty: 5347.136719
	Iteration 127Q: 3 clusters Score -8955003 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -8955076.000000 Penalty: 5347.136719
	Iteration 128Q: 3 clusters Score -8955076 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -8955084.000000 Penalty: 5347.136719
	Iteration 129Q: 3 clusters Score -8955084 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -8955139.000000 Penalty: 5347.136719
	Iteration 130Q: 3 clusters Score -8955139 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -8955190.000000 Penalty: 5347.136719
	Iteration 131Q: 3 clusters Score -8955190 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -8955235.000000 Penalty: 5347.136719
	Iteration 132Q: 3 clusters Score -8955235 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -8955288.000000 Penalty: 5347.136719
	Iteration 133Q: 3 clusters Score -8955288 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -8955268.000000 Penalty: 5347.136719
	Iteration 134Q: 3 clusters Score -8955268 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -8955299.000000 Penalty: 5347.136719
	Iteration 135Q: 3 clusters Score -8955299 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -8955338.000000 Penalty: 5347.136719
	Iteration 136Q: 3 clusters Score -8955338 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -8955361.000000 Penalty: 5347.136719
	Iteration 137Q: 3 clusters Score -8955361 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -8955399.000000 Penalty: 5347.136719
	Iteration 138Q: 3 clusters Score -8955399 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -8955417.000000 Penalty: 5347.136719
	Iteration 139Q: 3 clusters Score -8955417 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -8955443.000000 Penalty: 5347.136719
	Iteration 140F: 3 clusters Score -8955443 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -8955485.000000 Penalty: 5347.136719
	Iteration 141Q: 3 clusters Score -8955485 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -8955495.000000 Penalty: 5347.136719
	Iteration 142Q: 3 clusters Score -8955495 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -8955512.000000 Penalty: 5347.136719
	Iteration 143Q: 3 clusters Score -8955512 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -8955544.000000 Penalty: 5347.136719
	Iteration 144Q: 3 clusters Score -8955544 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -8955590.000000 Penalty: 5347.136719
	Iteration 145Q: 3 clusters Score -8955590 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -8955626.000000 Penalty: 5347.136719
	Iteration 146Q: 3 clusters Score -8955626 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -8955673.000000 Penalty: 5347.136719
	Iteration 147Q: 3 clusters Score -8955673 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -8955698.000000 Penalty: 5347.136719
	Iteration 148Q: 3 clusters Score -8955698 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -8955733.000000 Penalty: 5347.136719
	Iteration 149Q: 3 clusters Score -8955733 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -8955751.000000 Penalty: 5347.136719
	Iteration 150Q: 3 clusters Score -8955751 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -8955776.000000 Penalty: 5347.136719
	Iteration 151Q: 3 clusters Score -8955776 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -8955781.000000 Penalty: 5347.136719
	Iteration 152Q: 3 clusters Score -8955781 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -8955829.000000 Penalty: 5347.136719
	Iteration 153Q: 3 clusters Score -8955829 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -8955880.000000 Penalty: 5347.136719
	Iteration 154Q: 3 clusters Score -8955880 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -8955907.000000 Penalty: 5347.136719
	Iteration 155Q: 3 clusters Score -8955907 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -8955884.000000 Penalty: 5347.136719
	Iteration 156Q: 3 clusters Score -8955884 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -8955936.000000 Penalty: 5347.136719
	Iteration 157Q: 3 clusters Score -8955936 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8955921.000000 Penalty: 5347.136719
	Iteration 158Q: 3 clusters Score -8955921 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -8955911.000000 Penalty: 5347.136719
	Iteration 159Q: 3 clusters Score -8955911 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -8955912.000000 Penalty: 5347.136719
	Iteration 160F: 3 clusters Score -8955912 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -8955906.000000 Penalty: 5347.136719
	Iteration 161Q: 3 clusters Score -8955906 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8955896.000000 Penalty: 5347.136719
	Iteration 162Q: 3 clusters Score -8955896 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -8955859.000000 Penalty: 5347.136719
	Iteration 163Q: 3 clusters Score -8955859 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -8955858.000000 Penalty: 5347.136719
	Iteration 164Q: 3 clusters Score -8955858 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8955822.000000 Penalty: 5347.136719
	Iteration 165Q: 3 clusters Score -8955822 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -8955816.000000 Penalty: 5347.136719
	Iteration 166Q: 3 clusters Score -8955816 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -8955801.000000 Penalty: 5347.136719
	Iteration 167Q: 3 clusters Score -8955801 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8955786.000000 Penalty: 5347.136719
	Iteration 168Q: 3 clusters Score -8955786 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -8955773.000000 Penalty: 5347.136719
	Iteration 169Q: 3 clusters Score -8955773 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -8955739.000000 Penalty: 5347.136719
	Iteration 170Q: 3 clusters Score -8955739 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -8955727.000000 Penalty: 5347.136719
	Iteration 171Q: 3 clusters Score -8955727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -8955701.000000 Penalty: 5347.136719
	Iteration 172Q: 3 clusters Score -8955701 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8955700.000000 Penalty: 5347.136719
	Iteration 173Q: 3 clusters Score -8955700 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8955702.000000 Penalty: 5347.136719
	Iteration 174Q: 3 clusters Score -8955702 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -8955672.000000 Penalty: 5347.136719
	Iteration 175Q: 3 clusters Score -8955672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -8955691.000000 Penalty: 5347.136719
	Iteration 176Q: 3 clusters Score -8955691 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8955670.000000 Penalty: 5347.136719
	Iteration 177Q: 3 clusters Score -8955670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8955665.000000 Penalty: 5347.136719
	Iteration 178Q: 3 clusters Score -8955665 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -8955648.000000 Penalty: 5347.136719
	Iteration 179Q: 3 clusters Score -8955648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -8955636.000000 Penalty: 5347.136719
	Iteration 180F: 3 clusters Score -8955636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -8955595.000000 Penalty: 5347.136719
	Iteration 181Q: 3 clusters Score -8955595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8955599.000000 Penalty: 5347.136719
	Iteration 182Q: 3 clusters Score -8955599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8955590.000000 Penalty: 5347.136719
	Iteration 183Q: 3 clusters Score -8955590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -8955546.000000 Penalty: 5347.136719
	Iteration 184Q: 3 clusters Score -8955546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8955521.000000 Penalty: 5347.136719
	Iteration 185Q: 3 clusters Score -8955521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -8955518.000000 Penalty: 5347.136719
	Iteration 186Q: 3 clusters Score -8955518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -8955520.000000 Penalty: 5347.136719
	Iteration 187Q: 3 clusters Score -8955520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -8955495.000000 Penalty: 5347.136719
	Iteration 188Q: 3 clusters Score -8955495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -8955492.000000 Penalty: 5347.136719
	Iteration 189Q: 3 clusters Score -8955492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8955478.000000 Penalty: 5347.136719
	Iteration 190Q: 3 clusters Score -8955478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -8955476.000000 Penalty: 5347.136719
	Iteration 191Q: 3 clusters Score -8955476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -8955478.000000 Penalty: 5347.136719
	Iteration 192Q: 3 clusters Score -8955478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -8955468.000000 Penalty: 5347.136719
	Iteration 193Q: 3 clusters Score -8955468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -8955482.000000 Penalty: 5347.136719
	Iteration 194Q: 3 clusters Score -8955482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -8955471.000000 Penalty: 5347.136719
	Iteration 195Q: 3 clusters Score -8955471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -8955449.000000 Penalty: 5347.136719
	Iteration 196Q: 3 clusters Score -8955449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -8955456.000000 Penalty: 5347.136719
	Iteration 197Q: 3 clusters Score -8955456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -8955478.000000 Penalty: 5347.136719
	Iteration 198Q: 3 clusters Score -8955478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8955456.000000 Penalty: 5347.136719
	Iteration 199Q: 3 clusters Score -8955456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -8955454.000000 Penalty: 5347.136719
	Iteration 200F: 3 clusters Score -8955454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8955430.000000 Penalty: 5347.136719
	Iteration 201Q: 3 clusters Score -8955430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -8955421.000000 Penalty: 5347.136719
	Iteration 202Q: 3 clusters Score -8955421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -8955419.000000 Penalty: 5347.136719
	Iteration 203Q: 3 clusters Score -8955419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -8955403.000000 Penalty: 5347.136719
	Iteration 204Q: 3 clusters Score -8955403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -8955408.000000 Penalty: 5347.136719
	Iteration 205Q: 3 clusters Score -8955408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -8955394.000000 Penalty: 5347.136719
	Iteration 206Q: 3 clusters Score -8955394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -8955375.000000 Penalty: 5347.136719
	Iteration 207Q: 3 clusters Score -8955375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -8955383.000000 Penalty: 5347.136719
	Iteration 208Q: 3 clusters Score -8955383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -8955393.000000 Penalty: 5347.136719
	Iteration 209Q: 3 clusters Score -8955393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -8955392.000000 Penalty: 5347.136719
	Iteration 210Q: 3 clusters Score -8955392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -8955386.000000 Penalty: 5347.136719
	Iteration 211Q: 3 clusters Score -8955386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -8955373.000000 Penalty: 5347.136719
	Iteration 212Q: 3 clusters Score -8955373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -8955367.000000 Penalty: 5347.136719
	Iteration 213Q: 3 clusters Score -8955367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -8955368.000000 Penalty: 5347.136719
	Iteration 214Q: 3 clusters Score -8955368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -8955356.000000 Penalty: 5347.136719
	Iteration 215Q: 3 clusters Score -8955356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8955357.000000 Penalty: 5347.136719
	Iteration 216Q: 3 clusters Score -8955357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8955352.000000 Penalty: 5347.136719
	Iteration 217Q: 3 clusters Score -8955352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -8955348.000000 Penalty: 5347.136719
	Iteration 218Q: 3 clusters Score -8955348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -8955342.000000 Penalty: 5347.136719
	Iteration 219Q: 3 clusters Score -8955342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -8955342.000000 Penalty: 5347.136719
	Iteration 220F: 3 clusters Score -8955342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -8955337.000000 Penalty: 5347.136719
	Iteration 221Q: 3 clusters Score -8955337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -8955327.000000 Penalty: 5347.136719
	Iteration 222Q: 3 clusters Score -8955327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -8955329.000000 Penalty: 5347.136719
	Iteration 223Q: 3 clusters Score -8955329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -8955320.000000 Penalty: 5347.136719
	Iteration 224Q: 3 clusters Score -8955320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -8955316.000000 Penalty: 5347.136719
	Iteration 225Q: 3 clusters Score -8955316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -8955315.000000 Penalty: 5347.136719
	Iteration 226Q: 3 clusters Score -8955315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -8955312.000000 Penalty: 5347.136719
	Iteration 227Q: 3 clusters Score -8955312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -8955310.000000 Penalty: 5347.136719
	Iteration 228Q: 3 clusters Score -8955310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -8955298.000000 Penalty: 5347.136719
	Iteration 229Q: 3 clusters Score -8955298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -8955303.000000 Penalty: 5347.136719
	Iteration 230Q: 3 clusters Score -8955303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -8955297.000000 Penalty: 5347.136719
	Iteration 231Q: 3 clusters Score -8955297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -8955292.000000 Penalty: 5347.136719
	Iteration 232Q: 3 clusters Score -8955292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -8955289.000000 Penalty: 5347.136719
	Iteration 233Q: 3 clusters Score -8955289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -8955297.000000 Penalty: 5347.136719
	Iteration 234Q: 3 clusters Score -8955297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -8955299.000000 Penalty: 5347.136719
	Iteration 235Q: 3 clusters Score -8955299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -8955299.000000 Penalty: 5347.136719
	Iteration 236Q: 3 clusters Score -8955299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -8955283.000000 Penalty: 5347.136719
	Iteration 237Q: 3 clusters Score -8955283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -8955278.000000 Penalty: 5347.136719
	Iteration 238Q: 3 clusters Score -8955278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -8955280.000000 Penalty: 5347.136719
	Iteration 239Q: 3 clusters Score -8955280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -8955284.000000 Penalty: 5347.136719
	Iteration 240F: 3 clusters Score -8955284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -8955285.000000 Penalty: 5347.136719
	Iteration 241Q: 3 clusters Score -8955285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -8955280.000000 Penalty: 5347.136719
	Iteration 242Q: 3 clusters Score -8955280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -8955267.000000 Penalty: 5347.136719
	Iteration 243Q: 3 clusters Score -8955267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -8955271.000000 Penalty: 5347.136719
	Iteration 244Q: 3 clusters Score -8955271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -8955269.000000 Penalty: 5347.136719
	Iteration 245Q: 3 clusters Score -8955269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -8955257.000000 Penalty: 5347.136719
	Iteration 246Q: 3 clusters Score -8955257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -8955262.000000 Penalty: 5347.136719
	Iteration 247Q: 3 clusters Score -8955262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -8955262.000000 Penalty: 5347.136719
	Iteration 248Q: 3 clusters Score -8955262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -8955258.000000 Penalty: 5347.136719
	Iteration 249Q: 3 clusters Score -8955258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -8955258.000000 Penalty: 5347.136719
	Iteration 250Q: 3 clusters Score -8955258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -8955263.000000 Penalty: 5347.136719
	Iteration 251Q: 3 clusters Score -8955263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -8955262.000000 Penalty: 5347.136719
	Iteration 252Q: 3 clusters Score -8955262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -8955258.000000 Penalty: 5347.136719
	Iteration 253Q: 3 clusters Score -8955258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -8955265.000000 Penalty: 5347.136719
	Iteration 254Q: 3 clusters Score -8955265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -8955259.000000 Penalty: 5347.136719
	Iteration 255Q: 3 clusters Score -8955259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -8955255.000000 Penalty: 5347.136719
	Iteration 256Q: 3 clusters Score -8955255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -8955255.000000 Penalty: 5347.136719
	Iteration 257F: 3 clusters Score -8955255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Entering Unmasked Estep 
Score: -8373214.500000 Penalty: 2658.094482
	Iteration 0F: 2 clusters Score -8373214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -8343979.500000 Penalty: 5316.188965
	Iteration 0F: 3 clusters Score -8343980 nChanged 20794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -8355299.500000 Penalty: 5316.188965
	Iteration 1F: 3 clusters Score -8355300 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -8355728.500000 Penalty: 5316.188965
	Iteration 2Q: 3 clusters Score -8355728 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -8356231.000000 Penalty: 5316.188965
	Iteration 3Q: 3 clusters Score -8356231 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -8356828.000000 Penalty: 5316.188965
	Iteration 4Q: 3 clusters Score -8356828 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -8357522.500000 Penalty: 5316.188965
	Iteration 5Q: 3 clusters Score -8357522 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -8358579.000000 Penalty: 5316.188965
	Iteration 6Q: 3 clusters Score -8358579 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -8359927.500000 Penalty: 5316.188965
	Iteration 7Q: 3 clusters Score -8359928 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -8361539.500000 Penalty: 5316.188965
	Iteration 8F: 3 clusters Score -8361540 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -8363297.000000 Penalty: 5316.188965
	Iteration 9F: 3 clusters Score -8363297 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -8365045.500000 Penalty: 5316.188965
	Iteration 10F: 3 clusters Score -8365046 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -8366692.500000 Penalty: 5316.188965
	Iteration 11Q: 3 clusters Score -8366692 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -8368071.500000 Penalty: 5316.188965
	Iteration 12Q: 3 clusters Score -8368072 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -8369033.500000 Penalty: 5316.188965
	Iteration 13Q: 3 clusters Score -8369034 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -8369769.000000 Penalty: 5316.188965
	Iteration 14Q: 3 clusters Score -8369769 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -8370249.500000 Penalty: 5316.188965
	Iteration 15Q: 3 clusters Score -8370250 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8370499.500000 Penalty: 5316.188965
	Iteration 16Q: 3 clusters Score -8370500 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -8370621.000000 Penalty: 5316.188965
	Iteration 17Q: 3 clusters Score -8370621 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -8370715.500000 Penalty: 5316.188965
	Iteration 18Q: 3 clusters Score -8370716 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -8370800.500000 Penalty: 5316.188965
	Iteration 19Q: 3 clusters Score -8370800 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -8370848.500000 Penalty: 5316.188965
	Iteration 20F: 3 clusters Score -8370848 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8370876.000000 Penalty: 5316.188965
	Iteration 21Q: 3 clusters Score -8370876 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -8370915.000000 Penalty: 5316.188965
	Iteration 22Q: 3 clusters Score -8370915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8370953.000000 Penalty: 5316.188965
	Iteration 23Q: 3 clusters Score -8370953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -8370955.500000 Penalty: 5316.188965
	Iteration 24Q: 3 clusters Score -8370956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8370968.000000 Penalty: 5316.188965
	Iteration 25Q: 3 clusters Score -8370968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -8370984.000000 Penalty: 5316.188965
	Iteration 26Q: 3 clusters Score -8370984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -8370986.500000 Penalty: 5316.188965
	Iteration 27Q: 3 clusters Score -8370986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -8370996.500000 Penalty: 5316.188965
	Iteration 28Q: 3 clusters Score -8370996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -8371006.500000 Penalty: 5316.188965
	Iteration 29Q: 3 clusters Score -8371006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -8371018.000000 Penalty: 5316.188965
	Iteration 30Q: 3 clusters Score -8371018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -8371024.500000 Penalty: 5316.188965
	Iteration 31Q: 3 clusters Score -8371024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -8371029.000000 Penalty: 5316.188965
	Iteration 32Q: 3 clusters Score -8371029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -8371037.500000 Penalty: 5316.188965
	Iteration 33Q: 3 clusters Score -8371038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -8371043.500000 Penalty: 5316.188965
	Iteration 34Q: 3 clusters Score -8371044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -8371042.000000 Penalty: 5316.188965
	Iteration 35Q: 3 clusters Score -8371042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8371049.500000 Penalty: 5316.188965
	Iteration 36Q: 3 clusters Score -8371050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -8371051.500000 Penalty: 5316.188965
	Iteration 37Q: 3 clusters Score -8371052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -8371053.000000 Penalty: 5316.188965
	Iteration 38Q: 3 clusters Score -8371053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8371058.000000 Penalty: 5316.188965
	Iteration 39Q: 3 clusters Score -8371058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -8371057.500000 Penalty: 5316.188965
	Iteration 40F: 3 clusters Score -8371058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8371052.000000 Penalty: 5316.188965
	Iteration 41Q: 3 clusters Score -8371052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8371052.000000 Penalty: 5316.188965
	Iteration 42F: 3 clusters Score -8371052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -107010.179688 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -107010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105322.585938 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -105322.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105782.796875 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -105782.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105931.312500 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -105931.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105983.296875 Penalty: 3311.833496
	Iteration 3Q: 3 clusters Score -105983.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -106023.921875 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -106023.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -106057.703125 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -106057.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106111.148438 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -106111.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -106168.929688 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -106168.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -106214.203125 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -106214.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106273.851562 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -106273.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -106324.093750 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -106324.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -106357.828125 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -106357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106391.898438 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -106391.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -106435.070312 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -106435.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -106499.046875 Penalty: 3311.833496
	Iteration 14Q: 3 clusters Score -106499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106565.046875 Penalty: 3311.833496
	Iteration 15Q: 3 clusters Score -106565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -106640.921875 Penalty: 3311.833496
	Iteration 16Q: 3 clusters Score -106640.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -106716.812500 Penalty: 3311.833496
	Iteration 17Q: 3 clusters Score -106716.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -106796.085938 Penalty: 3311.833496
	Iteration 18Q: 3 clusters Score -106796.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -106866.320312 Penalty: 3311.833496
	Iteration 19Q: 3 clusters Score -106866.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -106936.062500 Penalty: 3311.833496
	Iteration 20F: 3 clusters Score -106936.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106991.093750 Penalty: 3311.833496
	Iteration 21Q: 3 clusters Score -106991.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107023.968750 Penalty: 3311.833496
	Iteration 22Q: 3 clusters Score -107024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -107037.820312 Penalty: 3311.833496
	Iteration 23Q: 3 clusters Score -107037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107042.328125 Penalty: 3311.833496
	Iteration 24Q: 3 clusters Score -107042.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107056.804688 Penalty: 3311.833496
	Iteration 25Q: 3 clusters Score -107056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107067.750000 Penalty: 3311.833496
	Iteration 26Q: 3 clusters Score -107067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -107082.132812 Penalty: 3311.833496
	Iteration 27Q: 3 clusters Score -107082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107089.210938 Penalty: 3311.833496
	Iteration 28Q: 3 clusters Score -107089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107093.703125 Penalty: 3311.833496
	Iteration 29Q: 3 clusters Score -107093.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107093.703125 Penalty: 3311.833496
	Iteration 30F: 3 clusters Score -107093.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47177 members 
Mstep: Class 3 contains 46413 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 44556 members 
Mstep: Class 6 contains 48075 members 
Mstep: Class 7 contains 45167 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 49763 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1867 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 24021 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 44557 members 
Mstep: Class 17 contains 44998 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 51137 members 
Mstep: Class 20 contains 49393 members 
Mstep: Class 21 contains 45301 members 
Mstep: Class 22 contains 35202 members 
Mstep: Class 23 contains 335 members 
Entering Unmasked Estep 
Score: -106660872.000000 Penalty: 75744.453125
Splitting cluster 8 changes total score from -106661416.000000 to -106660872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (49763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Entering Unmasked Estep 
Score: -9278113.000000 Penalty: 2682.126709
	Iteration 0F: 2 clusters Score -9278113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -9247669.000000 Penalty: 5364.253418
	Iteration 0F: 3 clusters Score -9247669 nChanged 23041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -9260322.000000 Penalty: 5364.253418
	Iteration 1F: 3 clusters Score -9260322 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -9261125.000000 Penalty: 5364.253418
	Iteration 2Q: 3 clusters Score -9261125 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -9262077.000000 Penalty: 5364.253418
	Iteration 3F: 3 clusters Score -9262077 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -9263227.000000 Penalty: 5364.253418
	Iteration 4F: 3 clusters Score -9263227 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -9264788.000000 Penalty: 5364.253418
	Iteration 5F: 3 clusters Score -9264788 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -9267014.000000 Penalty: 5364.253418
	Iteration 6F: 3 clusters Score -9267014 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -9270004.000000 Penalty: 5364.253418
	Iteration 7F: 3 clusters Score -9270004 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -9272877.000000 Penalty: 5364.253418
	Iteration 8F: 3 clusters Score -9272877 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -9274617.000000 Penalty: 5364.253418
	Iteration 9F: 3 clusters Score -9274617 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9275355.000000 Penalty: 5364.253418
	Iteration 10Q: 3 clusters Score -9275355 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9275607.000000 Penalty: 5364.253418
	Iteration 11Q: 3 clusters Score -9275607 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9275720.000000 Penalty: 5364.253418
	Iteration 12Q: 3 clusters Score -9275720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9275764.000000 Penalty: 5364.253418
	Iteration 13Q: 3 clusters Score -9275764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9275806.000000 Penalty: 5364.253418
	Iteration 14Q: 3 clusters Score -9275806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9275832.000000 Penalty: 5364.253418
	Iteration 15Q: 3 clusters Score -9275832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9275857.000000 Penalty: 5364.253418
	Iteration 16Q: 3 clusters Score -9275857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9275873.000000 Penalty: 5364.253418
	Iteration 17Q: 3 clusters Score -9275873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9275878.000000 Penalty: 5364.253418
	Iteration 18Q: 3 clusters Score -9275878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9275882.000000 Penalty: 5364.253418
	Iteration 19Q: 3 clusters Score -9275882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9275882.000000 Penalty: 5364.253418
	Iteration 20F: 3 clusters Score -9275882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9275891.000000 Penalty: 5364.253418
	Iteration 21Q: 3 clusters Score -9275891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9275883.000000 Penalty: 5364.253418
	Iteration 22Q: 3 clusters Score -9275883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9275881.000000 Penalty: 5364.253418
	Iteration 23Q: 3 clusters Score -9275881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9275886.000000 Penalty: 5364.253418
	Iteration 24Q: 3 clusters Score -9275886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9275891.000000 Penalty: 5364.253418
	Iteration 25Q: 3 clusters Score -9275891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9275889.000000 Penalty: 5364.253418
	Iteration 26Q: 3 clusters Score -9275889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9275892.000000 Penalty: 5364.253418
	Iteration 27Q: 3 clusters Score -9275892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9275892.000000 Penalty: 5364.253418
	Iteration 28F: 3 clusters Score -9275892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -24877.449219 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -24877.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23792.029297 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -23792.03 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24020.908203 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -24020.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24077.355469 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -24077.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24099.482422 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -24099.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24128.234375 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -24128.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24165.785156 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -24165.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24287.779297 Penalty: 2856.415283
	Iteration 6F: 3 clusters Score -24287.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24378.148438 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -24378.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -24456.025391 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -24456.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24469.646484 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -24469.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24471.369141 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -24471.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24471.369141 Penalty: 2856.415283
	Iteration 11F: 3 clusters Score -24471.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -315037.656250 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -315037.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -312531.843750 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -312531.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -313076.968750 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -313077 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -313296.437500 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -313296.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -313420.875000 Penalty: 3735.915771
	Iteration 3F: 3 clusters Score -313420.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -313529.906250 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -313529.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -313644.500000 Penalty: 3735.915771
	Iteration 5F: 3 clusters Score -313644.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -313741.843750 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -313741.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -313834.968750 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -313835 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -313931.812500 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -313931.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -314007.750000 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -314007.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -314072.500000 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -314072.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -314125.000000 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -314125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -314151.500000 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -314151.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -314169.125000 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -314169.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -314185.187500 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -314185.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -314193.687500 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -314193.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -314205.687500 Penalty: 3735.915771
	Iteration 16Q: 3 clusters Score -314205.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -314213.812500 Penalty: 3735.915771
	Iteration 17Q: 3 clusters Score -314213.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -314218.062500 Penalty: 3735.915771
	Iteration 18Q: 3 clusters Score -314218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -314221.875000 Penalty: 3735.915771
	Iteration 19Q: 3 clusters Score -314221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -314226.812500 Penalty: 3735.915771
	Iteration 20F: 3 clusters Score -314226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -314232.312500 Penalty: 3735.915771
	Iteration 21Q: 3 clusters Score -314232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -314234.562500 Penalty: 3735.915771
	Iteration 22Q: 3 clusters Score -314234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -314234.562500 Penalty: 3735.915771
	Iteration 23F: 3 clusters Score -314234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -128040.687500 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -128040.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -126388.898438 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -126388.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -126898.828125 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -126898.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -127431.742188 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -127431.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -127970.429688 Penalty: 3275.556152
	Iteration 3F: 3 clusters Score -127970.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -128267.585938 Penalty: 3275.556152
	Iteration 4F: 3 clusters Score -128267.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -128457.554688 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -128457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -128496.937500 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -128496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -128505.226562 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -128505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -128517.023438 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -128517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -128519.000000 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -128519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -128519.000000 Penalty: 3275.556152
	Iteration 10F: 3 clusters Score -128519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47177 members 
Mstep: Class 3 contains 46413 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 44556 members 
Mstep: Class 6 contains 48075 members 
Mstep: Class 7 contains 45167 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 49763 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1867 members 
Mstep: Class 12 contains 470 members 
Mstep: Class 13 contains 24021 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 44557 members 
Mstep: Class 17 contains 44998 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 51137 members 
Mstep: Class 20 contains 49393 members 
Mstep: Class 21 contains 45301 members 
Mstep: Class 22 contains 35202 members 
Mstep: Class 23 contains 268 members 
Entering Unmasked Estep 
Score: -106661112.000000 Penalty: 75744.453125
Splitting cluster 12 changes total score from -106661416.000000 to -106661112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (24021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Entering Unmasked Estep 
Score: -4324590.000000 Penalty: 2501.497559
	Iteration 0F: 2 clusters Score -4324590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4308024.500000 Penalty: 5002.995117
	Iteration 0F: 3 clusters Score -4308024 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -4313527.000000 Penalty: 5002.995117
	Iteration 1F: 3 clusters Score -4313527 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4313916.000000 Penalty: 5002.995117
	Iteration 2F: 3 clusters Score -4313916 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -4314239.500000 Penalty: 5002.995117
	Iteration 3Q: 3 clusters Score -4314240 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4314536.000000 Penalty: 5002.995117
	Iteration 4Q: 3 clusters Score -4314536 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -4314782.000000 Penalty: 5002.995117
	Iteration 5Q: 3 clusters Score -4314782 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -4315056.500000 Penalty: 5002.995117
	Iteration 6Q: 3 clusters Score -4315056 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4315311.000000 Penalty: 5002.995117
	Iteration 7Q: 3 clusters Score -4315311 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4315538.500000 Penalty: 5002.995117
	Iteration 8Q: 3 clusters Score -4315538 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -4315734.500000 Penalty: 5002.995117
	Iteration 9Q: 3 clusters Score -4315734 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -4315940.000000 Penalty: 5002.995117
	Iteration 10Q: 3 clusters Score -4315940 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -4316175.000000 Penalty: 5002.995117
	Iteration 11Q: 3 clusters Score -4316175 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4316451.500000 Penalty: 5002.995117
	Iteration 12Q: 3 clusters Score -4316452 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -4316757.500000 Penalty: 5002.995117
	Iteration 13Q: 3 clusters Score -4316758 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -4317167.000000 Penalty: 5002.995117
	Iteration 14Q: 3 clusters Score -4317167 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4317662.000000 Penalty: 5002.995117
	Iteration 15Q: 3 clusters Score -4317662 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -4318332.000000 Penalty: 5002.995117
	Iteration 16Q: 3 clusters Score -4318332 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -4319118.500000 Penalty: 5002.995117
	Iteration 17Q: 3 clusters Score -4319118 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4319970.500000 Penalty: 5002.995117
	Iteration 18Q: 3 clusters Score -4319970 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4320694.000000 Penalty: 5002.995117
	Iteration 19Q: 3 clusters Score -4320694 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4321241.500000 Penalty: 5002.995117
	Iteration 20F: 3 clusters Score -4321242 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4321623.500000 Penalty: 5002.995117
	Iteration 21Q: 3 clusters Score -4321624 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4321889.500000 Penalty: 5002.995117
	Iteration 22Q: 3 clusters Score -4321890 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4322058.000000 Penalty: 5002.995117
	Iteration 23Q: 3 clusters Score -4322058 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4322176.000000 Penalty: 5002.995117
	Iteration 24Q: 3 clusters Score -4322176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4322248.000000 Penalty: 5002.995117
	Iteration 25Q: 3 clusters Score -4322248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4322298.000000 Penalty: 5002.995117
	Iteration 26Q: 3 clusters Score -4322298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4322341.000000 Penalty: 5002.995117
	Iteration 27Q: 3 clusters Score -4322341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4322367.000000 Penalty: 5002.995117
	Iteration 28Q: 3 clusters Score -4322367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4322387.500000 Penalty: 5002.995117
	Iteration 29Q: 3 clusters Score -4322388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4322399.500000 Penalty: 5002.995117
	Iteration 30Q: 3 clusters Score -4322400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4322420.500000 Penalty: 5002.995117
	Iteration 31Q: 3 clusters Score -4322420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4322428.000000 Penalty: 5002.995117
	Iteration 32Q: 3 clusters Score -4322428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4322442.000000 Penalty: 5002.995117
	Iteration 33Q: 3 clusters Score -4322442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4322449.000000 Penalty: 5002.995117
	Iteration 34Q: 3 clusters Score -4322449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4322462.000000 Penalty: 5002.995117
	Iteration 35Q: 3 clusters Score -4322462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4322470.000000 Penalty: 5002.995117
	Iteration 36Q: 3 clusters Score -4322470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4322466.000000 Penalty: 5002.995117
	Iteration 37Q: 3 clusters Score -4322466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4322468.500000 Penalty: 5002.995117
	Iteration 38Q: 3 clusters Score -4322468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4322465.500000 Penalty: 5002.995117
	Iteration 39Q: 3 clusters Score -4322466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4322465.500000 Penalty: 5002.995117
	Iteration 40F: 3 clusters Score -4322466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -277047.812500 Penalty: 1812.352417
	Iteration 0F: 2 clusters Score -277047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -274753.468750 Penalty: 3624.704834
	Iteration 0F: 3 clusters Score -274753.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -275138.406250 Penalty: 3624.704834
	Iteration 1F: 3 clusters Score -275138.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -275243.093750 Penalty: 3624.704834
	Iteration 2F: 3 clusters Score -275243.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -275293.781250 Penalty: 3624.704834
	Iteration 3Q: 3 clusters Score -275293.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -275332.687500 Penalty: 3624.704834
	Iteration 4Q: 3 clusters Score -275332.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -275358.656250 Penalty: 3624.704834
	Iteration 5Q: 3 clusters Score -275358.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -275377.750000 Penalty: 3624.704834
	Iteration 6Q: 3 clusters Score -275377.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -275395.187500 Penalty: 3624.704834
	Iteration 7Q: 3 clusters Score -275395.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -275407.281250 Penalty: 3624.704834
	Iteration 8Q: 3 clusters Score -275407.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -275412.593750 Penalty: 3624.704834
	Iteration 9Q: 3 clusters Score -275412.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -275417.375000 Penalty: 3624.704834
	Iteration 10Q: 3 clusters Score -275417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -275418.656250 Penalty: 3624.704834
	Iteration 11Q: 3 clusters Score -275418.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -275419.906250 Penalty: 3624.704834
	Iteration 12Q: 3 clusters Score -275419.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -275420.156250 Penalty: 3624.704834
	Iteration 13Q: 3 clusters Score -275420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -275421.718750 Penalty: 3624.704834
	Iteration 14Q: 3 clusters Score -275421.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -275422.343750 Penalty: 3624.704834
	Iteration 15Q: 3 clusters Score -275422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -275424.031250 Penalty: 3624.704834
	Iteration 16Q: 3 clusters Score -275424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -275426.468750 Penalty: 3624.704834
	Iteration 17Q: 3 clusters Score -275426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -275426.468750 Penalty: 3624.704834
	Iteration 18F: 3 clusters Score -275426.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -168295.937500 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -168295.9 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 556 members 
Entering Unmasked Estep 
Score: -166314.062500 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -166314.1 nChanged 321
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: -166989.328125 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -166989.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -167636.656250 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -167636.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -168117.828125 Penalty: 3477.114746
	Iteration 3F: 3 clusters Score -168117.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -168639.906250 Penalty: 3477.114746
	Iteration 4F: 3 clusters Score -168639.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -169016.718750 Penalty: 3477.114746
	Iteration 5F: 3 clusters Score -169016.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -169164.515625 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -169164.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -169211.296875 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -169211.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -169225.062500 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -169225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -169235.015625 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -169235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -169247.203125 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -169247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -169251.531250 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -169251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -169258.390625 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -169258.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -169267.203125 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -169267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -169269.531250 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -169269.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -169269.531250 Penalty: 3477.114746
	Iteration 15F: 3 clusters Score -169269.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47177 members 
Mstep: Class 3 contains 46413 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 44556 members 
Mstep: Class 6 contains 48075 members 
Mstep: Class 7 contains 45167 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 49763 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1867 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 24021 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 44557 members 
Mstep: Class 17 contains 44998 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 51137 members 
Mstep: Class 20 contains 49393 members 
Mstep: Class 21 contains 45301 members 
Mstep: Class 22 contains 35202 members 
Mstep: Class 23 contains 415 members 
Entering Unmasked Estep 
Score: -106661808.000000 Penalty: 75744.453125
Splitting cluster 15 changes total score from -106661416.000000 to -106661808.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (44557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Entering Unmasked Estep 
Score: -8241311.500000 Penalty: 2654.722168
	Iteration 0F: 2 clusters Score -8241312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -8212097.000000 Penalty: 5309.444336
	Iteration 0F: 3 clusters Score -8212097 nChanged 20470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -8223834.500000 Penalty: 5309.444336
	Iteration 1F: 3 clusters Score -8223834 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -8224633.000000 Penalty: 5309.444336
	Iteration 2Q: 3 clusters Score -8224633 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -8225727.000000 Penalty: 5309.444336
	Iteration 3F: 3 clusters Score -8225727 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -8227038.000000 Penalty: 5309.444336
	Iteration 4F: 3 clusters Score -8227038 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -8228691.500000 Penalty: 5309.444336
	Iteration 5F: 3 clusters Score -8228692 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -8230756.000000 Penalty: 5309.444336
	Iteration 6F: 3 clusters Score -8230756 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -8233202.000000 Penalty: 5309.444336
	Iteration 7F: 3 clusters Score -8233202 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -8235565.000000 Penalty: 5309.444336
	Iteration 8F: 3 clusters Score -8235565 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -8237385.000000 Penalty: 5309.444336
	Iteration 9Q: 3 clusters Score -8237385 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -8238304.500000 Penalty: 5309.444336
	Iteration 10Q: 3 clusters Score -8238304 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -8238677.500000 Penalty: 5309.444336
	Iteration 11Q: 3 clusters Score -8238678 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -8238899.000000 Penalty: 5309.444336
	Iteration 12Q: 3 clusters Score -8238899 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -8239072.000000 Penalty: 5309.444336
	Iteration 13Q: 3 clusters Score -8239072 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -8239233.500000 Penalty: 5309.444336
	Iteration 14Q: 3 clusters Score -8239234 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -8239349.000000 Penalty: 5309.444336
	Iteration 15Q: 3 clusters Score -8239349 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -8239422.000000 Penalty: 5309.444336
	Iteration 16Q: 3 clusters Score -8239422 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -8239515.000000 Penalty: 5309.444336
	Iteration 17Q: 3 clusters Score -8239515 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -8239592.000000 Penalty: 5309.444336
	Iteration 18Q: 3 clusters Score -8239592 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -8239671.500000 Penalty: 5309.444336
	Iteration 19Q: 3 clusters Score -8239672 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -8239723.000000 Penalty: 5309.444336
	Iteration 20F: 3 clusters Score -8239723 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -8239783.500000 Penalty: 5309.444336
	Iteration 21Q: 3 clusters Score -8239784 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -8239821.000000 Penalty: 5309.444336
	Iteration 22Q: 3 clusters Score -8239821 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -8239894.000000 Penalty: 5309.444336
	Iteration 23Q: 3 clusters Score -8239894 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -8239956.000000 Penalty: 5309.444336
	Iteration 24Q: 3 clusters Score -8239956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -8239987.500000 Penalty: 5309.444336
	Iteration 25Q: 3 clusters Score -8239988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8240015.000000 Penalty: 5309.444336
	Iteration 26Q: 3 clusters Score -8240015 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -8240019.000000 Penalty: 5309.444336
	Iteration 27Q: 3 clusters Score -8240019 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -8240022.500000 Penalty: 5309.444336
	Iteration 28Q: 3 clusters Score -8240022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -8240032.500000 Penalty: 5309.444336
	Iteration 29Q: 3 clusters Score -8240032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -8240041.000000 Penalty: 5309.444336
	Iteration 30Q: 3 clusters Score -8240041 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -8240041.500000 Penalty: 5309.444336
	Iteration 31Q: 3 clusters Score -8240042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -8240037.000000 Penalty: 5309.444336
	Iteration 32Q: 3 clusters Score -8240037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -8240043.000000 Penalty: 5309.444336
	Iteration 33Q: 3 clusters Score -8240043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -8240038.000000 Penalty: 5309.444336
	Iteration 34Q: 3 clusters Score -8240038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -8240034.500000 Penalty: 5309.444336
	Iteration 35Q: 3 clusters Score -8240034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -8240029.500000 Penalty: 5309.444336
	Iteration 36Q: 3 clusters Score -8240030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -8240021.000000 Penalty: 5309.444336
	Iteration 37Q: 3 clusters Score -8240021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -8240009.500000 Penalty: 5309.444336
	Iteration 38Q: 3 clusters Score -8240010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -8240021.000000 Penalty: 5309.444336
	Iteration 39Q: 3 clusters Score -8240021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8240017.500000 Penalty: 5309.444336
	Iteration 40F: 3 clusters Score -8240018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -8240024.000000 Penalty: 5309.444336
	Iteration 41Q: 3 clusters Score -8240024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -8240025.500000 Penalty: 5309.444336
	Iteration 42Q: 3 clusters Score -8240026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -8240023.000000 Penalty: 5309.444336
	Iteration 43Q: 3 clusters Score -8240023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -8240025.000000 Penalty: 5309.444336
	Iteration 44Q: 3 clusters Score -8240025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -8240022.500000 Penalty: 5309.444336
	Iteration 45Q: 3 clusters Score -8240022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -8240017.000000 Penalty: 5309.444336
	Iteration 46Q: 3 clusters Score -8240017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -8240011.000000 Penalty: 5309.444336
	Iteration 47Q: 3 clusters Score -8240011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -8240007.500000 Penalty: 5309.444336
	Iteration 48Q: 3 clusters Score -8240008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -8240014.500000 Penalty: 5309.444336
	Iteration 49Q: 3 clusters Score -8240014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -8240015.500000 Penalty: 5309.444336
	Iteration 50Q: 3 clusters Score -8240016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -8240016.000000 Penalty: 5309.444336
	Iteration 51Q: 3 clusters Score -8240016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -8240020.500000 Penalty: 5309.444336
	Iteration 52Q: 3 clusters Score -8240020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -8240014.500000 Penalty: 5309.444336
	Iteration 53Q: 3 clusters Score -8240014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -8240015.000000 Penalty: 5309.444336
	Iteration 54Q: 3 clusters Score -8240015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -8240018.500000 Penalty: 5309.444336
	Iteration 55Q: 3 clusters Score -8240018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -8240025.000000 Penalty: 5309.444336
	Iteration 56Q: 3 clusters Score -8240025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8240025.000000 Penalty: 5309.444336
	Iteration 57Q: 3 clusters Score -8240025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -8240020.000000 Penalty: 5309.444336
	Iteration 58Q: 3 clusters Score -8240020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8240031.000000 Penalty: 5309.444336
	Iteration 59Q: 3 clusters Score -8240031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -8240030.500000 Penalty: 5309.444336
	Iteration 60F: 3 clusters Score -8240030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8240026.000000 Penalty: 5309.444336
	Iteration 61Q: 3 clusters Score -8240026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -8240029.000000 Penalty: 5309.444336
	Iteration 62Q: 3 clusters Score -8240029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8240029.000000 Penalty: 5309.444336
	Iteration 63Q: 3 clusters Score -8240029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -8240029.000000 Penalty: 5309.444336
	Iteration 64Q: 3 clusters Score -8240029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -8240024.000000 Penalty: 5309.444336
	Iteration 65Q: 3 clusters Score -8240024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -8240024.000000 Penalty: 5309.444336
	Iteration 66Q: 3 clusters Score -8240024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -8240025.000000 Penalty: 5309.444336
	Iteration 67Q: 3 clusters Score -8240025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -8240025.000000 Penalty: 5309.444336
	Iteration 68F: 3 clusters Score -8240025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Entering Unmasked Estep 
Score: -8336289.500000 Penalty: 2657.164551
	Iteration 0F: 2 clusters Score -8336290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -8306527.500000 Penalty: 5314.329102
	Iteration 0F: 3 clusters Score -8306528 nChanged 20629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -8318205.000000 Penalty: 5314.329102
	Iteration 1F: 3 clusters Score -8318205 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -8318989.000000 Penalty: 5314.329102
	Iteration 2Q: 3 clusters Score -8318989 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -8319748.000000 Penalty: 5314.329102
	Iteration 3Q: 3 clusters Score -8319748 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -8320985.000000 Penalty: 5314.329102
	Iteration 4F: 3 clusters Score -8320985 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -8322718.000000 Penalty: 5314.329102
	Iteration 5F: 3 clusters Score -8322718 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -8325353.500000 Penalty: 5314.329102
	Iteration 6F: 3 clusters Score -8325354 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -8328463.000000 Penalty: 5314.329102
	Iteration 7F: 3 clusters Score -8328463 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -8331120.500000 Penalty: 5314.329102
	Iteration 8F: 3 clusters Score -8331120 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8332833.500000 Penalty: 5314.329102
	Iteration 9Q: 3 clusters Score -8332834 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -8333631.500000 Penalty: 5314.329102
	Iteration 10Q: 3 clusters Score -8333632 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -8333910.000000 Penalty: 5314.329102
	Iteration 11Q: 3 clusters Score -8333910 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -8334051.000000 Penalty: 5314.329102
	Iteration 12Q: 3 clusters Score -8334051 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -8334185.000000 Penalty: 5314.329102
	Iteration 13Q: 3 clusters Score -8334185 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -8334266.500000 Penalty: 5314.329102
	Iteration 14Q: 3 clusters Score -8334266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -8334329.500000 Penalty: 5314.329102
	Iteration 15Q: 3 clusters Score -8334330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8334351.000000 Penalty: 5314.329102
	Iteration 16Q: 3 clusters Score -8334351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8334380.000000 Penalty: 5314.329102
	Iteration 17Q: 3 clusters Score -8334380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -8334381.500000 Penalty: 5314.329102
	Iteration 18Q: 3 clusters Score -8334382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8334388.500000 Penalty: 5314.329102
	Iteration 19Q: 3 clusters Score -8334388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -8334392.500000 Penalty: 5314.329102
	Iteration 20F: 3 clusters Score -8334392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -8334399.000000 Penalty: 5314.329102
	Iteration 21Q: 3 clusters Score -8334399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -8334407.000000 Penalty: 5314.329102
	Iteration 22Q: 3 clusters Score -8334407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -8334403.500000 Penalty: 5314.329102
	Iteration 23Q: 3 clusters Score -8334404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -8334412.000000 Penalty: 5314.329102
	Iteration 24Q: 3 clusters Score -8334412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -8334414.500000 Penalty: 5314.329102
	Iteration 25Q: 3 clusters Score -8334414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -8334408.500000 Penalty: 5314.329102
	Iteration 26Q: 3 clusters Score -8334408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -8334408.500000 Penalty: 5314.329102
	Iteration 27Q: 3 clusters Score -8334408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -8334408.500000 Penalty: 5314.329102
	Iteration 28F: 3 clusters Score -8334408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -236766.859375 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -236766.9 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 679 members 
Entering Unmasked Estep 
Score: -234557.468750 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -234557.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -234962.156250 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -234962.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -235112.781250 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -235112.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -235192.687500 Penalty: 3572.889160
	Iteration 3Q: 3 clusters Score -235192.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -235234.312500 Penalty: 3572.889160
	Iteration 4Q: 3 clusters Score -235234.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -235275.500000 Penalty: 3572.889160
	Iteration 5Q: 3 clusters Score -235275.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -235306.484375 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -235306.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -235320.984375 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -235321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -235335.937500 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -235335.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -235356.390625 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -235356.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -235369.765625 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -235369.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -235382.656250 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -235382.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -235400.031250 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -235400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -235421.484375 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -235421.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -235444.406250 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -235444.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -235463.468750 Penalty: 3572.889160
	Iteration 15Q: 3 clusters Score -235463.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -235474.875000 Penalty: 3572.889160
	Iteration 16Q: 3 clusters Score -235474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -235483.125000 Penalty: 3572.889160
	Iteration 17Q: 3 clusters Score -235483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -235486.281250 Penalty: 3572.889160
	Iteration 18Q: 3 clusters Score -235486.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -235490.031250 Penalty: 3572.889160
	Iteration 19Q: 3 clusters Score -235490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -235495.968750 Penalty: 3572.889160
	Iteration 20F: 3 clusters Score -235496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -235500.500000 Penalty: 3572.889160
	Iteration 21Q: 3 clusters Score -235500.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -235506.546875 Penalty: 3572.889160
	Iteration 22Q: 3 clusters Score -235506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -235513.218750 Penalty: 3572.889160
	Iteration 23Q: 3 clusters Score -235513.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -235518.968750 Penalty: 3572.889160
	Iteration 24Q: 3 clusters Score -235519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -235525.875000 Penalty: 3572.889160
	Iteration 25Q: 3 clusters Score -235525.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -235529.000000 Penalty: 3572.889160
	Iteration 26Q: 3 clusters Score -235529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -235532.187500 Penalty: 3572.889160
	Iteration 27Q: 3 clusters Score -235532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -235532.187500 Penalty: 3572.889160
	Iteration 28F: 3 clusters Score -235532.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Entering Unmasked Estep 
Score: -9418710.000000 Penalty: 2688.881348
	Iteration 0F: 2 clusters Score -9418710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -9386138.000000 Penalty: 5377.762695
	Iteration 0F: 3 clusters Score -9386138 nChanged 23612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -9399183.000000 Penalty: 5377.762695
	Iteration 1F: 3 clusters Score -9399183 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -9399718.000000 Penalty: 5377.762695
	Iteration 2Q: 3 clusters Score -9399718 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -9400164.000000 Penalty: 5377.762695
	Iteration 3Q: 3 clusters Score -9400164 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -9400828.000000 Penalty: 5377.762695
	Iteration 4Q: 3 clusters Score -9400828 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -9401645.000000 Penalty: 5377.762695
	Iteration 5Q: 3 clusters Score -9401645 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -9402814.000000 Penalty: 5377.762695
	Iteration 6Q: 3 clusters Score -9402814 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -9404393.000000 Penalty: 5377.762695
	Iteration 7F: 3 clusters Score -9404393 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -9406619.000000 Penalty: 5377.762695
	Iteration 8F: 3 clusters Score -9406619 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -9409364.000000 Penalty: 5377.762695
	Iteration 9F: 3 clusters Score -9409364 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -9411949.000000 Penalty: 5377.762695
	Iteration 10F: 3 clusters Score -9411949 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -9413714.000000 Penalty: 5377.762695
	Iteration 11F: 3 clusters Score -9413714 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -9414677.000000 Penalty: 5377.762695
	Iteration 12Q: 3 clusters Score -9414677 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -9415258.000000 Penalty: 5377.762695
	Iteration 13Q: 3 clusters Score -9415258 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -9415869.000000 Penalty: 5377.762695
	Iteration 14Q: 3 clusters Score -9415869 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -9416403.000000 Penalty: 5377.762695
	Iteration 15Q: 3 clusters Score -9416403 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -9416899.000000 Penalty: 5377.762695
	Iteration 16Q: 3 clusters Score -9416899 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -9417254.000000 Penalty: 5377.762695
	Iteration 17Q: 3 clusters Score -9417254 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -9417538.000000 Penalty: 5377.762695
	Iteration 18Q: 3 clusters Score -9417538 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -9417814.000000 Penalty: 5377.762695
	Iteration 19Q: 3 clusters Score -9417814 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -9417915.000000 Penalty: 5377.762695
	Iteration 20F: 3 clusters Score -9417915 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -9418064.000000 Penalty: 5377.762695
	Iteration 21Q: 3 clusters Score -9418064 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -9418249.000000 Penalty: 5377.762695
	Iteration 22Q: 3 clusters Score -9418249 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -9418346.000000 Penalty: 5377.762695
	Iteration 23Q: 3 clusters Score -9418346 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -9418494.000000 Penalty: 5377.762695
	Iteration 24Q: 3 clusters Score -9418494 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -9418572.000000 Penalty: 5377.762695
	Iteration 25Q: 3 clusters Score -9418572 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -9418608.000000 Penalty: 5377.762695
	Iteration 26Q: 3 clusters Score -9418608 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -9418637.000000 Penalty: 5377.762695
	Iteration 27Q: 3 clusters Score -9418637 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -9418621.000000 Penalty: 5377.762695
	Iteration 28Q: 3 clusters Score -9418621 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -9418624.000000 Penalty: 5377.762695
	Iteration 29Q: 3 clusters Score -9418624 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -9418617.000000 Penalty: 5377.762695
	Iteration 30Q: 3 clusters Score -9418617 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -9418626.000000 Penalty: 5377.762695
	Iteration 31Q: 3 clusters Score -9418626 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -9418618.000000 Penalty: 5377.762695
	Iteration 32Q: 3 clusters Score -9418618 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -9418578.000000 Penalty: 5377.762695
	Iteration 33Q: 3 clusters Score -9418578 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -9418561.000000 Penalty: 5377.762695
	Iteration 34Q: 3 clusters Score -9418561 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -9418524.000000 Penalty: 5377.762695
	Iteration 35Q: 3 clusters Score -9418524 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -9418468.000000 Penalty: 5377.762695
	Iteration 36Q: 3 clusters Score -9418468 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -9418411.000000 Penalty: 5377.762695
	Iteration 37Q: 3 clusters Score -9418411 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -9418375.000000 Penalty: 5377.762695
	Iteration 38Q: 3 clusters Score -9418375 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -9418336.000000 Penalty: 5377.762695
	Iteration 39Q: 3 clusters Score -9418336 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -9418328.000000 Penalty: 5377.762695
	Iteration 40F: 3 clusters Score -9418328 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -9418288.000000 Penalty: 5377.762695
	Iteration 41Q: 3 clusters Score -9418288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -9418297.000000 Penalty: 5377.762695
	Iteration 42Q: 3 clusters Score -9418297 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -9418301.000000 Penalty: 5377.762695
	Iteration 43Q: 3 clusters Score -9418301 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9418294.000000 Penalty: 5377.762695
	Iteration 44Q: 3 clusters Score -9418294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -9418268.000000 Penalty: 5377.762695
	Iteration 45Q: 3 clusters Score -9418268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -9418243.000000 Penalty: 5377.762695
	Iteration 46Q: 3 clusters Score -9418243 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -9418233.000000 Penalty: 5377.762695
	Iteration 47Q: 3 clusters Score -9418233 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -9418211.000000 Penalty: 5377.762695
	Iteration 48Q: 3 clusters Score -9418211 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -9418202.000000 Penalty: 5377.762695
	Iteration 49Q: 3 clusters Score -9418202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -9418171.000000 Penalty: 5377.762695
	Iteration 50Q: 3 clusters Score -9418171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -9418160.000000 Penalty: 5377.762695
	Iteration 51Q: 3 clusters Score -9418160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -9418127.000000 Penalty: 5377.762695
	Iteration 52Q: 3 clusters Score -9418127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9418135.000000 Penalty: 5377.762695
	Iteration 53Q: 3 clusters Score -9418135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9418124.000000 Penalty: 5377.762695
	Iteration 54Q: 3 clusters Score -9418124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -9418115.000000 Penalty: 5377.762695
	Iteration 55Q: 3 clusters Score -9418115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -9418098.000000 Penalty: 5377.762695
	Iteration 56Q: 3 clusters Score -9418098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -9418101.000000 Penalty: 5377.762695
	Iteration 57Q: 3 clusters Score -9418101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -9418091.000000 Penalty: 5377.762695
	Iteration 58Q: 3 clusters Score -9418091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -9418098.000000 Penalty: 5377.762695
	Iteration 59Q: 3 clusters Score -9418098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9418095.000000 Penalty: 5377.762695
	Iteration 60F: 3 clusters Score -9418095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9418084.000000 Penalty: 5377.762695
	Iteration 61Q: 3 clusters Score -9418084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9418081.000000 Penalty: 5377.762695
	Iteration 62Q: 3 clusters Score -9418081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9418079.000000 Penalty: 5377.762695
	Iteration 63Q: 3 clusters Score -9418079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -9418063.000000 Penalty: 5377.762695
	Iteration 64Q: 3 clusters Score -9418063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -9418063.000000 Penalty: 5377.762695
	Iteration 65Q: 3 clusters Score -9418063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9418063.000000 Penalty: 5377.762695
	Iteration 66Q: 3 clusters Score -9418063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9418056.000000 Penalty: 5377.762695
	Iteration 67Q: 3 clusters Score -9418056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -9418061.000000 Penalty: 5377.762695
	Iteration 68Q: 3 clusters Score -9418061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9418059.000000 Penalty: 5377.762695
	Iteration 69Q: 3 clusters Score -9418059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -9418057.000000 Penalty: 5377.762695
	Iteration 70Q: 3 clusters Score -9418057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9418059.000000 Penalty: 5377.762695
	Iteration 71Q: 3 clusters Score -9418059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9418065.000000 Penalty: 5377.762695
	Iteration 72Q: 3 clusters Score -9418065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9418053.000000 Penalty: 5377.762695
	Iteration 73Q: 3 clusters Score -9418053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9418055.000000 Penalty: 5377.762695
	Iteration 74Q: 3 clusters Score -9418055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9418060.000000 Penalty: 5377.762695
	Iteration 75Q: 3 clusters Score -9418060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9418059.000000 Penalty: 5377.762695
	Iteration 76Q: 3 clusters Score -9418059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -9418059.000000 Penalty: 5377.762695
	Iteration 77Q: 3 clusters Score -9418059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9418066.000000 Penalty: 5377.762695
	Iteration 78Q: 3 clusters Score -9418066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9418056.000000 Penalty: 5377.762695
	Iteration 79Q: 3 clusters Score -9418056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9418054.000000 Penalty: 5377.762695
	Iteration 80F: 3 clusters Score -9418054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9418056.000000 Penalty: 5377.762695
	Iteration 81Q: 3 clusters Score -9418056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9418050.000000 Penalty: 5377.762695
	Iteration 82Q: 3 clusters Score -9418050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -9418039.000000 Penalty: 5377.762695
	Iteration 83Q: 3 clusters Score -9418039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9418037.000000 Penalty: 5377.762695
	Iteration 84Q: 3 clusters Score -9418037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9418034.000000 Penalty: 5377.762695
	Iteration 85Q: 3 clusters Score -9418034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -9418020.000000 Penalty: 5377.762695
	Iteration 86Q: 3 clusters Score -9418020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9418025.000000 Penalty: 5377.762695
	Iteration 87Q: 3 clusters Score -9418025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9418014.000000 Penalty: 5377.762695
	Iteration 88Q: 3 clusters Score -9418014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9418014.000000 Penalty: 5377.762695
	Iteration 89Q: 3 clusters Score -9418014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9418014.000000 Penalty: 5377.762695
	Iteration 90F: 3 clusters Score -9418014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Entering Unmasked Estep 
Score: -9164488.000000 Penalty: 2680.275879
	Iteration 0F: 2 clusters Score -9164488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -9133333.000000 Penalty: 5360.551758
	Iteration 0F: 3 clusters Score -9133333 nChanged 22825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -9145976.000000 Penalty: 5360.551758
	Iteration 1F: 3 clusters Score -9145976 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -9146744.000000 Penalty: 5360.551758
	Iteration 2Q: 3 clusters Score -9146744 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -9147593.000000 Penalty: 5360.551758
	Iteration 3Q: 3 clusters Score -9147593 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -9148642.000000 Penalty: 5360.551758
	Iteration 4Q: 3 clusters Score -9148642 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -9150026.000000 Penalty: 5360.551758
	Iteration 5F: 3 clusters Score -9150026 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -9151946.000000 Penalty: 5360.551758
	Iteration 6F: 3 clusters Score -9151946 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -9154145.000000 Penalty: 5360.551758
	Iteration 7F: 3 clusters Score -9154145 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -9156203.000000 Penalty: 5360.551758
	Iteration 8F: 3 clusters Score -9156203 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -9157510.000000 Penalty: 5360.551758
	Iteration 9F: 3 clusters Score -9157510 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -9158107.000000 Penalty: 5360.551758
	Iteration 10Q: 3 clusters Score -9158107 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -9158317.000000 Penalty: 5360.551758
	Iteration 11Q: 3 clusters Score -9158317 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -9158429.000000 Penalty: 5360.551758
	Iteration 12Q: 3 clusters Score -9158429 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -9158550.000000 Penalty: 5360.551758
	Iteration 13Q: 3 clusters Score -9158550 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -9158646.000000 Penalty: 5360.551758
	Iteration 14Q: 3 clusters Score -9158646 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -9158728.000000 Penalty: 5360.551758
	Iteration 15Q: 3 clusters Score -9158728 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -9158795.000000 Penalty: 5360.551758
	Iteration 16Q: 3 clusters Score -9158795 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -9158857.000000 Penalty: 5360.551758
	Iteration 17Q: 3 clusters Score -9158857 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -9158913.000000 Penalty: 5360.551758
	Iteration 18Q: 3 clusters Score -9158913 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -9158975.000000 Penalty: 5360.551758
	Iteration 19Q: 3 clusters Score -9158975 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -9158975.000000 Penalty: 5360.551758
	Iteration 20F: 3 clusters Score -9158975 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -9159007.000000 Penalty: 5360.551758
	Iteration 21Q: 3 clusters Score -9159007 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -9159034.000000 Penalty: 5360.551758
	Iteration 22Q: 3 clusters Score -9159034 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -9159061.000000 Penalty: 5360.551758
	Iteration 23Q: 3 clusters Score -9159061 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -9159113.000000 Penalty: 5360.551758
	Iteration 24Q: 3 clusters Score -9159113 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -9159107.000000 Penalty: 5360.551758
	Iteration 25Q: 3 clusters Score -9159107 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -9159152.000000 Penalty: 5360.551758
	Iteration 26Q: 3 clusters Score -9159152 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -9159198.000000 Penalty: 5360.551758
	Iteration 27Q: 3 clusters Score -9159198 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -9159212.000000 Penalty: 5360.551758
	Iteration 28Q: 3 clusters Score -9159212 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -9159250.000000 Penalty: 5360.551758
	Iteration 29Q: 3 clusters Score -9159250 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -9159292.000000 Penalty: 5360.551758
	Iteration 30Q: 3 clusters Score -9159292 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -9159288.000000 Penalty: 5360.551758
	Iteration 31Q: 3 clusters Score -9159288 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -9159291.000000 Penalty: 5360.551758
	Iteration 32Q: 3 clusters Score -9159291 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -9159309.000000 Penalty: 5360.551758
	Iteration 33Q: 3 clusters Score -9159309 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -9159340.000000 Penalty: 5360.551758
	Iteration 34Q: 3 clusters Score -9159340 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -9159367.000000 Penalty: 5360.551758
	Iteration 35Q: 3 clusters Score -9159367 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -9159406.000000 Penalty: 5360.551758
	Iteration 36Q: 3 clusters Score -9159406 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -9159401.000000 Penalty: 5360.551758
	Iteration 37Q: 3 clusters Score -9159401 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -9159416.000000 Penalty: 5360.551758
	Iteration 38Q: 3 clusters Score -9159416 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -9159474.000000 Penalty: 5360.551758
	Iteration 39Q: 3 clusters Score -9159474 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -9159498.000000 Penalty: 5360.551758
	Iteration 40F: 3 clusters Score -9159498 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -9159513.000000 Penalty: 5360.551758
	Iteration 41Q: 3 clusters Score -9159513 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -9159558.000000 Penalty: 5360.551758
	Iteration 42Q: 3 clusters Score -9159558 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -9159616.000000 Penalty: 5360.551758
	Iteration 43Q: 3 clusters Score -9159616 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -9159687.000000 Penalty: 5360.551758
	Iteration 44Q: 3 clusters Score -9159687 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -9159745.000000 Penalty: 5360.551758
	Iteration 45Q: 3 clusters Score -9159745 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -9159798.000000 Penalty: 5360.551758
	Iteration 46Q: 3 clusters Score -9159798 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -9159845.000000 Penalty: 5360.551758
	Iteration 47Q: 3 clusters Score -9159845 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -9159894.000000 Penalty: 5360.551758
	Iteration 48Q: 3 clusters Score -9159894 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -9160015.000000 Penalty: 5360.551758
	Iteration 49Q: 3 clusters Score -9160015 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -9160095.000000 Penalty: 5360.551758
	Iteration 50Q: 3 clusters Score -9160095 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -9160153.000000 Penalty: 5360.551758
	Iteration 51Q: 3 clusters Score -9160153 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -9160240.000000 Penalty: 5360.551758
	Iteration 52Q: 3 clusters Score -9160240 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -9160385.000000 Penalty: 5360.551758
	Iteration 53Q: 3 clusters Score -9160385 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -9160522.000000 Penalty: 5360.551758
	Iteration 54Q: 3 clusters Score -9160522 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -9160584.000000 Penalty: 5360.551758
	Iteration 55Q: 3 clusters Score -9160584 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -9160742.000000 Penalty: 5360.551758
	Iteration 56Q: 3 clusters Score -9160742 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -9160871.000000 Penalty: 5360.551758
	Iteration 57Q: 3 clusters Score -9160871 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -9161017.000000 Penalty: 5360.551758
	Iteration 58Q: 3 clusters Score -9161017 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -9161134.000000 Penalty: 5360.551758
	Iteration 59Q: 3 clusters Score -9161134 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -9161263.000000 Penalty: 5360.551758
	Iteration 60F: 3 clusters Score -9161263 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -9161368.000000 Penalty: 5360.551758
	Iteration 61Q: 3 clusters Score -9161368 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -9161479.000000 Penalty: 5360.551758
	Iteration 62Q: 3 clusters Score -9161479 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -9161630.000000 Penalty: 5360.551758
	Iteration 63Q: 3 clusters Score -9161630 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -9161746.000000 Penalty: 5360.551758
	Iteration 64Q: 3 clusters Score -9161746 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -9161902.000000 Penalty: 5360.551758
	Iteration 65Q: 3 clusters Score -9161902 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -9161995.000000 Penalty: 5360.551758
	Iteration 66Q: 3 clusters Score -9161995 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -9162103.000000 Penalty: 5360.551758
	Iteration 67Q: 3 clusters Score -9162103 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -9162247.000000 Penalty: 5360.551758
	Iteration 68Q: 3 clusters Score -9162247 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -9162381.000000 Penalty: 5360.551758
	Iteration 69Q: 3 clusters Score -9162381 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -9162371.000000 Penalty: 5360.551758
	Iteration 70Q: 3 clusters Score -9162371 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -9162425.000000 Penalty: 5360.551758
	Iteration 71Q: 3 clusters Score -9162425 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -9162431.000000 Penalty: 5360.551758
	Iteration 72Q: 3 clusters Score -9162431 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -9162380.000000 Penalty: 5360.551758
	Iteration 73Q: 3 clusters Score -9162380 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9162353.000000 Penalty: 5360.551758
	Iteration 74Q: 3 clusters Score -9162353 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9162326.000000 Penalty: 5360.551758
	Iteration 75Q: 3 clusters Score -9162326 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9162344.000000 Penalty: 5360.551758
	Iteration 76Q: 3 clusters Score -9162344 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9162347.000000 Penalty: 5360.551758
	Iteration 77Q: 3 clusters Score -9162347 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9162331.000000 Penalty: 5360.551758
	Iteration 78Q: 3 clusters Score -9162331 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9162333.000000 Penalty: 5360.551758
	Iteration 79Q: 3 clusters Score -9162333 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9162388.000000 Penalty: 5360.551758
	Iteration 80F: 3 clusters Score -9162388 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9162423.000000 Penalty: 5360.551758
	Iteration 81Q: 3 clusters Score -9162423 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9162428.000000 Penalty: 5360.551758
	Iteration 82Q: 3 clusters Score -9162428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9162430.000000 Penalty: 5360.551758
	Iteration 83Q: 3 clusters Score -9162430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9162443.000000 Penalty: 5360.551758
	Iteration 84Q: 3 clusters Score -9162443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9162448.000000 Penalty: 5360.551758
	Iteration 85Q: 3 clusters Score -9162448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9162462.000000 Penalty: 5360.551758
	Iteration 86Q: 3 clusters Score -9162462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9162483.000000 Penalty: 5360.551758
	Iteration 87Q: 3 clusters Score -9162483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9162483.000000 Penalty: 5360.551758
	Iteration 88Q: 3 clusters Score -9162483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9162481.000000 Penalty: 5360.551758
	Iteration 89Q: 3 clusters Score -9162481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9162487.000000 Penalty: 5360.551758
	Iteration 90Q: 3 clusters Score -9162487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9162490.000000 Penalty: 5360.551758
	Iteration 91Q: 3 clusters Score -9162490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9162481.000000 Penalty: 5360.551758
	Iteration 92Q: 3 clusters Score -9162481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9162504.000000 Penalty: 5360.551758
	Iteration 93Q: 3 clusters Score -9162504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9162501.000000 Penalty: 5360.551758
	Iteration 94Q: 3 clusters Score -9162501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9162499.000000 Penalty: 5360.551758
	Iteration 95Q: 3 clusters Score -9162499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9162499.000000 Penalty: 5360.551758
	Iteration 96Q: 3 clusters Score -9162499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9162502.000000 Penalty: 5360.551758
	Iteration 97Q: 3 clusters Score -9162502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9162503.000000 Penalty: 5360.551758
	Iteration 98Q: 3 clusters Score -9162503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9162502.000000 Penalty: 5360.551758
	Iteration 99Q: 3 clusters Score -9162502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9162507.000000 Penalty: 5360.551758
	Iteration 100F: 3 clusters Score -9162507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9162497.000000 Penalty: 5360.551758
	Iteration 101Q: 3 clusters Score -9162497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9162509.000000 Penalty: 5360.551758
	Iteration 102Q: 3 clusters Score -9162509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9162509.000000 Penalty: 5360.551758
	Iteration 103Q: 3 clusters Score -9162509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9162506.000000 Penalty: 5360.551758
	Iteration 104Q: 3 clusters Score -9162506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9162510.000000 Penalty: 5360.551758
	Iteration 105Q: 3 clusters Score -9162510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9162510.000000 Penalty: 5360.551758
	Iteration 106F: 3 clusters Score -9162510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Entering Unmasked Estep 
Score: -8474971.000000 Penalty: 2658.829102
	Iteration 0F: 2 clusters Score -8474971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -8445883.000000 Penalty: 5317.658203
	Iteration 0F: 3 clusters Score -8445883 nChanged 20806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -8457619.000000 Penalty: 5317.658203
	Iteration 1F: 3 clusters Score -8457619 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -8458585.000000 Penalty: 5317.658203
	Iteration 2F: 3 clusters Score -8458585 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -8459838.000000 Penalty: 5317.658203
	Iteration 3F: 3 clusters Score -8459838 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -8461526.000000 Penalty: 5317.658203
	Iteration 4F: 3 clusters Score -8461526 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -8463584.000000 Penalty: 5317.658203
	Iteration 5F: 3 clusters Score -8463584 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -8466076.000000 Penalty: 5317.658203
	Iteration 6F: 3 clusters Score -8466076 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -8468577.000000 Penalty: 5317.658203
	Iteration 7F: 3 clusters Score -8468577 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -8470442.000000 Penalty: 5317.658203
	Iteration 8Q: 3 clusters Score -8470442 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -8471585.000000 Penalty: 5317.658203
	Iteration 9Q: 3 clusters Score -8471585 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -8472232.000000 Penalty: 5317.658203
	Iteration 10Q: 3 clusters Score -8472232 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -8472524.000000 Penalty: 5317.658203
	Iteration 11Q: 3 clusters Score -8472524 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -8472805.000000 Penalty: 5317.658203
	Iteration 12Q: 3 clusters Score -8472805 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -8473022.000000 Penalty: 5317.658203
	Iteration 13Q: 3 clusters Score -8473022 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -8473151.000000 Penalty: 5317.658203
	Iteration 14Q: 3 clusters Score -8473151 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -8473224.000000 Penalty: 5317.658203
	Iteration 15Q: 3 clusters Score -8473224 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -8473266.000000 Penalty: 5317.658203
	Iteration 16Q: 3 clusters Score -8473266 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -8473286.000000 Penalty: 5317.658203
	Iteration 17Q: 3 clusters Score -8473286 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8473290.000000 Penalty: 5317.658203
	Iteration 18Q: 3 clusters Score -8473290 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8473287.000000 Penalty: 5317.658203
	Iteration 19Q: 3 clusters Score -8473287 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8473303.000000 Penalty: 5317.658203
	Iteration 20F: 3 clusters Score -8473303 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8473298.000000 Penalty: 5317.658203
	Iteration 21Q: 3 clusters Score -8473298 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8473273.000000 Penalty: 5317.658203
	Iteration 22Q: 3 clusters Score -8473273 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8473253.000000 Penalty: 5317.658203
	Iteration 23Q: 3 clusters Score -8473253 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8473259.000000 Penalty: 5317.658203
	Iteration 24Q: 3 clusters Score -8473259 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8473235.000000 Penalty: 5317.658203
	Iteration 25Q: 3 clusters Score -8473235 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8473239.000000 Penalty: 5317.658203
	Iteration 26Q: 3 clusters Score -8473239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8473239.000000 Penalty: 5317.658203
	Iteration 27Q: 3 clusters Score -8473239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8473233.000000 Penalty: 5317.658203
	Iteration 28Q: 3 clusters Score -8473233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8473210.000000 Penalty: 5317.658203
	Iteration 29Q: 3 clusters Score -8473210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8473216.000000 Penalty: 5317.658203
	Iteration 30Q: 3 clusters Score -8473216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8473220.000000 Penalty: 5317.658203
	Iteration 31Q: 3 clusters Score -8473220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8473211.000000 Penalty: 5317.658203
	Iteration 32Q: 3 clusters Score -8473211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8473212.000000 Penalty: 5317.658203
	Iteration 33Q: 3 clusters Score -8473212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8473236.000000 Penalty: 5317.658203
	Iteration 34Q: 3 clusters Score -8473236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8473226.000000 Penalty: 5317.658203
	Iteration 35Q: 3 clusters Score -8473226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8473226.000000 Penalty: 5317.658203
	Iteration 36Q: 3 clusters Score -8473226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8473229.000000 Penalty: 5317.658203
	Iteration 37Q: 3 clusters Score -8473229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8473229.000000 Penalty: 5317.658203
	Iteration 38Q: 3 clusters Score -8473229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8473224.000000 Penalty: 5317.658203
	Iteration 39Q: 3 clusters Score -8473224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8473236.000000 Penalty: 5317.658203
	Iteration 40F: 3 clusters Score -8473236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8473242.000000 Penalty: 5317.658203
	Iteration 41Q: 3 clusters Score -8473242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8473236.000000 Penalty: 5317.658203
	Iteration 42Q: 3 clusters Score -8473236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8473236.000000 Penalty: 5317.658203
	Iteration 43Q: 3 clusters Score -8473236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8473236.000000 Penalty: 5317.658203
	Iteration 44Q: 3 clusters Score -8473236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8473236.000000 Penalty: 5317.658203
	Iteration 45Q: 3 clusters Score -8473236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8473245.000000 Penalty: 5317.658203
	Iteration 46Q: 3 clusters Score -8473245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8473250.000000 Penalty: 5317.658203
	Iteration 47Q: 3 clusters Score -8473250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8473230.000000 Penalty: 5317.658203
	Iteration 48Q: 3 clusters Score -8473230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8473229.000000 Penalty: 5317.658203
	Iteration 49Q: 3 clusters Score -8473229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8473239.000000 Penalty: 5317.658203
	Iteration 50Q: 3 clusters Score -8473239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8473246.000000 Penalty: 5317.658203
	Iteration 51Q: 3 clusters Score -8473246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8473239.000000 Penalty: 5317.658203
	Iteration 52Q: 3 clusters Score -8473239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8473239.000000 Penalty: 5317.658203
	Iteration 53F: 3 clusters Score -8473239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Entering Unmasked Estep 
Score: -6448321.000000 Penalty: 2596.276611
	Iteration 0F: 2 clusters Score -6448321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -6424392.500000 Penalty: 5192.553223
	Iteration 0F: 3 clusters Score -6424392 nChanged 15900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -6433121.500000 Penalty: 5192.553223
	Iteration 1F: 3 clusters Score -6433122 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -6433700.500000 Penalty: 5192.553223
	Iteration 2Q: 3 clusters Score -6433700 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -6434334.500000 Penalty: 5192.553223
	Iteration 3Q: 3 clusters Score -6434334 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -6435111.000000 Penalty: 5192.553223
	Iteration 4Q: 3 clusters Score -6435111 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -6436031.000000 Penalty: 5192.553223
	Iteration 5Q: 3 clusters Score -6436031 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -6436984.500000 Penalty: 5192.553223
	Iteration 6F: 3 clusters Score -6436984 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -6438001.000000 Penalty: 5192.553223
	Iteration 7F: 3 clusters Score -6438001 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -6438992.500000 Penalty: 5192.553223
	Iteration 8F: 3 clusters Score -6438992 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -6440095.000000 Penalty: 5192.553223
	Iteration 9F: 3 clusters Score -6440095 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -6441179.000000 Penalty: 5192.553223
	Iteration 10Q: 3 clusters Score -6441179 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -6442183.000000 Penalty: 5192.553223
	Iteration 11Q: 3 clusters Score -6442183 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -6443266.500000 Penalty: 5192.553223
	Iteration 12Q: 3 clusters Score -6443266 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -6444002.000000 Penalty: 5192.553223
	Iteration 13Q: 3 clusters Score -6444002 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -6444380.500000 Penalty: 5192.553223
	Iteration 14Q: 3 clusters Score -6444380 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -6444600.500000 Penalty: 5192.553223
	Iteration 15Q: 3 clusters Score -6444600 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -6444791.500000 Penalty: 5192.553223
	Iteration 16Q: 3 clusters Score -6444792 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -6444964.500000 Penalty: 5192.553223
	Iteration 17Q: 3 clusters Score -6444964 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -6445117.000000 Penalty: 5192.553223
	Iteration 18Q: 3 clusters Score -6445117 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6445259.000000 Penalty: 5192.553223
	Iteration 19Q: 3 clusters Score -6445259 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -6445412.000000 Penalty: 5192.553223
	Iteration 20F: 3 clusters Score -6445412 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -6445578.500000 Penalty: 5192.553223
	Iteration 21Q: 3 clusters Score -6445578 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -6445699.000000 Penalty: 5192.553223
	Iteration 22Q: 3 clusters Score -6445699 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -6445792.000000 Penalty: 5192.553223
	Iteration 23Q: 3 clusters Score -6445792 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -6445921.500000 Penalty: 5192.553223
	Iteration 24Q: 3 clusters Score -6445922 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -6445958.500000 Penalty: 5192.553223
	Iteration 25Q: 3 clusters Score -6445958 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -6446014.000000 Penalty: 5192.553223
	Iteration 26Q: 3 clusters Score -6446014 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -6446106.000000 Penalty: 5192.553223
	Iteration 27Q: 3 clusters Score -6446106 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -6446180.000000 Penalty: 5192.553223
	Iteration 28Q: 3 clusters Score -6446180 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -6446245.500000 Penalty: 5192.553223
	Iteration 29Q: 3 clusters Score -6446246 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -6446308.000000 Penalty: 5192.553223
	Iteration 30Q: 3 clusters Score -6446308 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -6446342.500000 Penalty: 5192.553223
	Iteration 31Q: 3 clusters Score -6446342 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -6446403.500000 Penalty: 5192.553223
	Iteration 32Q: 3 clusters Score -6446404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -6446423.500000 Penalty: 5192.553223
	Iteration 33Q: 3 clusters Score -6446424 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -6446474.500000 Penalty: 5192.553223
	Iteration 34Q: 3 clusters Score -6446474 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -6446492.000000 Penalty: 5192.553223
	Iteration 35Q: 3 clusters Score -6446492 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -6446513.500000 Penalty: 5192.553223
	Iteration 36Q: 3 clusters Score -6446514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -6446543.500000 Penalty: 5192.553223
	Iteration 37Q: 3 clusters Score -6446544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -6446551.500000 Penalty: 5192.553223
	Iteration 38Q: 3 clusters Score -6446552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -6446588.500000 Penalty: 5192.553223
	Iteration 39Q: 3 clusters Score -6446588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -6446616.500000 Penalty: 5192.553223
	Iteration 40F: 3 clusters Score -6446616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -6446645.000000 Penalty: 5192.553223
	Iteration 41Q: 3 clusters Score -6446645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -6446658.000000 Penalty: 5192.553223
	Iteration 42Q: 3 clusters Score -6446658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -6446681.500000 Penalty: 5192.553223
	Iteration 43Q: 3 clusters Score -6446682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -6446661.500000 Penalty: 5192.553223
	Iteration 44Q: 3 clusters Score -6446662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -6446688.500000 Penalty: 5192.553223
	Iteration 45Q: 3 clusters Score -6446688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -6446701.000000 Penalty: 5192.553223
	Iteration 46Q: 3 clusters Score -6446701 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -6446695.000000 Penalty: 5192.553223
	Iteration 47Q: 3 clusters Score -6446695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -6446692.000000 Penalty: 5192.553223
	Iteration 48Q: 3 clusters Score -6446692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -6446695.000000 Penalty: 5192.553223
	Iteration 49Q: 3 clusters Score -6446695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -6446715.000000 Penalty: 5192.553223
	Iteration 50Q: 3 clusters Score -6446715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -6446714.000000 Penalty: 5192.553223
	Iteration 51Q: 3 clusters Score -6446714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -6446714.000000 Penalty: 5192.553223
	Iteration 52Q: 3 clusters Score -6446714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -6446725.500000 Penalty: 5192.553223
	Iteration 53Q: 3 clusters Score -6446726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -6446729.500000 Penalty: 5192.553223
	Iteration 54Q: 3 clusters Score -6446730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -6446715.000000 Penalty: 5192.553223
	Iteration 55Q: 3 clusters Score -6446715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -6446718.500000 Penalty: 5192.553223
	Iteration 56Q: 3 clusters Score -6446718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -6446721.500000 Penalty: 5192.553223
	Iteration 57Q: 3 clusters Score -6446722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -6446727.000000 Penalty: 5192.553223
	Iteration 58Q: 3 clusters Score -6446727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -6446735.500000 Penalty: 5192.553223
	Iteration 59Q: 3 clusters Score -6446736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -6446737.000000 Penalty: 5192.553223
	Iteration 60F: 3 clusters Score -6446737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -6446744.500000 Penalty: 5192.553223
	Iteration 61Q: 3 clusters Score -6446744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -6446739.500000 Penalty: 5192.553223
	Iteration 62Q: 3 clusters Score -6446740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -6446736.500000 Penalty: 5192.553223
	Iteration 63Q: 3 clusters Score -6446736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -6446738.000000 Penalty: 5192.553223
	Iteration 64Q: 3 clusters Score -6446738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -6446732.500000 Penalty: 5192.553223
	Iteration 65Q: 3 clusters Score -6446732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -6446738.500000 Penalty: 5192.553223
	Iteration 66Q: 3 clusters Score -6446738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -6446738.500000 Penalty: 5192.553223
	Iteration 67Q: 3 clusters Score -6446738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -6446741.000000 Penalty: 5192.553223
	Iteration 68Q: 3 clusters Score -6446741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -6446743.000000 Penalty: 5192.553223
	Iteration 69Q: 3 clusters Score -6446743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -6446746.000000 Penalty: 5192.553223
	Iteration 70Q: 3 clusters Score -6446746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -6446740.500000 Penalty: 5192.553223
	Iteration 71Q: 3 clusters Score -6446740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -6446732.500000 Penalty: 5192.553223
	Iteration 72Q: 3 clusters Score -6446732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -6446733.500000 Penalty: 5192.553223
	Iteration 73Q: 3 clusters Score -6446734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -6446737.500000 Penalty: 5192.553223
	Iteration 74Q: 3 clusters Score -6446738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -6446739.000000 Penalty: 5192.553223
	Iteration 75Q: 3 clusters Score -6446739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -6446742.000000 Penalty: 5192.553223
	Iteration 76Q: 3 clusters Score -6446742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -6446746.000000 Penalty: 5192.553223
	Iteration 77Q: 3 clusters Score -6446746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -6446747.000000 Penalty: 5192.553223
	Iteration 78Q: 3 clusters Score -6446747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -6446752.500000 Penalty: 5192.553223
	Iteration 79Q: 3 clusters Score -6446752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -6446755.000000 Penalty: 5192.553223
	Iteration 80F: 3 clusters Score -6446755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -6446755.000000 Penalty: 5192.553223
	Iteration 81Q: 3 clusters Score -6446755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -6446754.000000 Penalty: 5192.553223
	Iteration 82Q: 3 clusters Score -6446754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -6446753.000000 Penalty: 5192.553223
	Iteration 83Q: 3 clusters Score -6446753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -6446752.500000 Penalty: 5192.553223
	Iteration 84Q: 3 clusters Score -6446752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -6446750.500000 Penalty: 5192.553223
	Iteration 85Q: 3 clusters Score -6446750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -6446751.000000 Penalty: 5192.553223
	Iteration 86Q: 3 clusters Score -6446751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -6446757.000000 Penalty: 5192.553223
	Iteration 87Q: 3 clusters Score -6446757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -6446756.500000 Penalty: 5192.553223
	Iteration 88Q: 3 clusters Score -6446756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -6446757.500000 Penalty: 5192.553223
	Iteration 89Q: 3 clusters Score -6446758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -6446764.000000 Penalty: 5192.553223
	Iteration 90Q: 3 clusters Score -6446764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -6446757.500000 Penalty: 5192.553223
	Iteration 91Q: 3 clusters Score -6446758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -6446753.500000 Penalty: 5192.553223
	Iteration 92Q: 3 clusters Score -6446754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -6446756.000000 Penalty: 5192.553223
	Iteration 93Q: 3 clusters Score -6446756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -6446761.000000 Penalty: 5192.553223
	Iteration 94Q: 3 clusters Score -6446761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -6446759.000000 Penalty: 5192.553223
	Iteration 95Q: 3 clusters Score -6446759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -6446759.000000 Penalty: 5192.553223
	Iteration 96F: 3 clusters Score -6446759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47177 members 
Mstep: Class 3 contains 46413 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 44556 members 
Mstep: Class 6 contains 48075 members 
Mstep: Class 7 contains 45167 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 49763 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1867 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 24021 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 44557 members 
Mstep: Class 17 contains 44998 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 51137 members 
Mstep: Class 20 contains 49393 members 
Mstep: Class 21 contains 45301 members 
Mstep: Class 22 contains 35202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662296.000000 Penalty: 75744.453125
Iteration 119Q: 24 clusters Score -1.066623e+08 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47144 members 
Mstep: Class 3 contains 46402 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 44388 members 
Mstep: Class 6 contains 48050 members 
Mstep: Class 7 contains 45141 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 49694 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 24551 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 779 members 
Mstep: Class 16 contains 44534 members 
Mstep: Class 17 contains 44892 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 50839 members 
Mstep: Class 20 contains 49210 members 
Mstep: Class 21 contains 45368 members 
Mstep: Class 22 contains 35626 members 
Mstep: Class 23 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663528.000000 Penalty: 75744.453125
Iteration 120F: 24 clusters Score -1.066635e+08 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47139 members 
Mstep: Class 3 contains 46330 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 44337 members 
Mstep: Class 6 contains 48022 members 
Mstep: Class 7 contains 45150 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 49559 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 25162 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 44522 members 
Mstep: Class 17 contains 44788 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 50463 members 
Mstep: Class 20 contains 49103 members 
Mstep: Class 21 contains 45340 members 
Mstep: Class 22 contains 36082 members 
Mstep: Class 23 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664440.000000 Penalty: 75744.453125
Iteration 121Q: 24 clusters Score -1.066644e+08 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47114 members 
Mstep: Class 3 contains 46288 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 44270 members 
Mstep: Class 6 contains 47929 members 
Mstep: Class 7 contains 45166 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 49451 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 25687 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 44553 members 
Mstep: Class 17 contains 44713 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 50054 members 
Mstep: Class 20 contains 48922 members 
Mstep: Class 21 contains 45345 members 
Mstep: Class 22 contains 36577 members 
Mstep: Class 23 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665552.000000 Penalty: 75744.453125
Iteration 122Q: 24 clusters Score -1.066656e+08 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47115 members 
Mstep: Class 3 contains 46214 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 44155 members 
Mstep: Class 6 contains 47852 members 
Mstep: Class 7 contains 45185 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 49359 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 26186 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 44571 members 
Mstep: Class 17 contains 44645 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 49663 members 
Mstep: Class 20 contains 48708 members 
Mstep: Class 21 contains 45352 members 
Mstep: Class 22 contains 37097 members 
Mstep: Class 23 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666464.000000 Penalty: 75744.453125
Iteration 123Q: 24 clusters Score -1.066665e+08 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47131 members 
Mstep: Class 3 contains 46123 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 43989 members 
Mstep: Class 6 contains 47792 members 
Mstep: Class 7 contains 45206 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 49326 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 26647 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 44565 members 
Mstep: Class 17 contains 44611 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 49188 members 
Mstep: Class 20 contains 48526 members 
Mstep: Class 21 contains 45361 members 
Mstep: Class 22 contains 37658 members 
Mstep: Class 23 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667592.000000 Penalty: 75744.453125
Iteration 124Q: 24 clusters Score -1.066676e+08 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47125 members 
Mstep: Class 3 contains 46019 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 43909 members 
Mstep: Class 6 contains 47744 members 
Mstep: Class 7 contains 45212 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 49279 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 27049 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 44599 members 
Mstep: Class 17 contains 44527 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 19 contains 48767 members 
Mstep: Class 20 contains 48311 members 
Mstep: Class 21 contains 45375 members 
Mstep: Class 22 contains 38219 members 
Mstep: Class 23 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668096.000000 Penalty: 75744.453125
Iteration 125Q: 24 clusters Score -1.066681e+08 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 47113 members 
Mstep: Class 3 contains 45898 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 43815 members 
Mstep: Class 6 contains 47760 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 49287 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1746 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 27406 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 44592 members 
Mstep: Class 17 contains 44450 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 48302 members 
Mstep: Class 20 contains 48175 members 
Mstep: Class 21 contains 45371 members 
Mstep: Class 22 contains 38774 members 
Mstep: Class 23 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668880.000000 Penalty: 75744.453125
Iteration 126Q: 24 clusters Score -1.066689e+08 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 47084 members 
Mstep: Class 3 contains 45814 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 43718 members 
Mstep: Class 6 contains 47774 members 
Mstep: Class 7 contains 45164 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 49262 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 27769 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 44537 members 
Mstep: Class 17 contains 44406 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 47823 members 
Mstep: Class 20 contains 48068 members 
Mstep: Class 21 contains 45435 members 
Mstep: Class 22 contains 39288 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669672.000000 Penalty: 75744.453125
Iteration 127Q: 24 clusters Score -1.066697e+08 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 47049 members 
Mstep: Class 3 contains 45759 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 43630 members 
Mstep: Class 6 contains 47732 members 
Mstep: Class 7 contains 45145 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 49229 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 28101 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 847 members 
Mstep: Class 16 contains 44477 members 
Mstep: Class 17 contains 44361 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 47452 members 
Mstep: Class 20 contains 47923 members 
Mstep: Class 21 contains 45456 members 
Mstep: Class 22 contains 39827 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670296.000000 Penalty: 75744.453125
Iteration 128Q: 24 clusters Score -1.066703e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 47065 members 
Mstep: Class 3 contains 45732 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 43562 members 
Mstep: Class 6 contains 47676 members 
Mstep: Class 7 contains 45117 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 49210 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 28378 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 847 members 
Mstep: Class 16 contains 44441 members 
Mstep: Class 17 contains 44271 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 47067 members 
Mstep: Class 20 contains 47796 members 
Mstep: Class 21 contains 45444 members 
Mstep: Class 22 contains 40384 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670936.000000 Penalty: 75744.453125
Iteration 129Q: 24 clusters Score -1.066709e+08 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 47031 members 
Mstep: Class 3 contains 45692 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 43467 members 
Mstep: Class 6 contains 47627 members 
Mstep: Class 7 contains 45093 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 49162 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1753 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 28622 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 847 members 
Mstep: Class 16 contains 44433 members 
Mstep: Class 17 contains 44180 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 46840 members 
Mstep: Class 20 contains 47615 members 
Mstep: Class 21 contains 45422 members 
Mstep: Class 22 contains 40964 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671336.000000 Penalty: 75744.453125
Iteration 130Q: 24 clusters Score -1.066713e+08 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 47021 members 
Mstep: Class 3 contains 45675 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 43429 members 
Mstep: Class 6 contains 47556 members 
Mstep: Class 7 contains 45103 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 49085 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 28873 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 848 members 
Mstep: Class 16 contains 44387 members 
Mstep: Class 17 contains 44042 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 46709 members 
Mstep: Class 20 contains 47418 members 
Mstep: Class 21 contains 45370 members 
Mstep: Class 22 contains 41483 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671928.000000 Penalty: 75744.453125
Iteration 131Q: 24 clusters Score -1.066719e+08 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 47019 members 
Mstep: Class 3 contains 45689 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 43339 members 
Mstep: Class 6 contains 47470 members 
Mstep: Class 7 contains 45121 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 49014 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 29068 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 850 members 
Mstep: Class 16 contains 44357 members 
Mstep: Class 17 contains 43893 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 46556 members 
Mstep: Class 20 contains 47181 members 
Mstep: Class 21 contains 45330 members 
Mstep: Class 22 contains 42108 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672376.000000 Penalty: 75744.453125
Iteration 132Q: 24 clusters Score -1.066724e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46974 members 
Mstep: Class 3 contains 45657 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 43182 members 
Mstep: Class 6 contains 47445 members 
Mstep: Class 7 contains 45137 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48932 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 29281 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 16 contains 44301 members 
Mstep: Class 17 contains 43811 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 46411 members 
Mstep: Class 20 contains 46930 members 
Mstep: Class 21 contains 45227 members 
Mstep: Class 22 contains 42861 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672896.000000 Penalty: 75744.453125
Iteration 133Q: 24 clusters Score -1.066729e+08 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46891 members 
Mstep: Class 3 contains 45647 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 47421 members 
Mstep: Class 7 contains 45147 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48822 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1753 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 29491 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 44220 members 
Mstep: Class 17 contains 43710 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 46245 members 
Mstep: Class 20 contains 46655 members 
Mstep: Class 21 contains 45126 members 
Mstep: Class 22 contains 43747 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673472.000000 Penalty: 75744.453125
Iteration 134Q: 24 clusters Score -1.066735e+08 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46803 members 
Mstep: Class 3 contains 45644 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 42882 members 
Mstep: Class 6 contains 47376 members 
Mstep: Class 7 contains 45121 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48703 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 29704 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 862 members 
Mstep: Class 16 contains 44108 members 
Mstep: Class 17 contains 43571 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 46027 members 
Mstep: Class 20 contains 46370 members 
Mstep: Class 21 contains 45051 members 
Mstep: Class 22 contains 44781 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674104.000000 Penalty: 75744.453125
Iteration 135Q: 24 clusters Score -1.066741e+08 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46748 members 
Mstep: Class 3 contains 45617 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 42601 members 
Mstep: Class 6 contains 47312 members 
Mstep: Class 7 contains 45096 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 48585 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 29880 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 871 members 
Mstep: Class 16 contains 43975 members 
Mstep: Class 17 contains 43467 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 45808 members 
Mstep: Class 20 contains 46144 members 
Mstep: Class 21 contains 44917 members 
Mstep: Class 22 contains 45982 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674672.000000 Penalty: 75744.453125
Iteration 136Q: 24 clusters Score -1.066747e+08 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46715 members 
Mstep: Class 3 contains 45599 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 42205 members 
Mstep: Class 6 contains 47232 members 
Mstep: Class 7 contains 45072 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 48468 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30049 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 16 contains 43828 members 
Mstep: Class 17 contains 43313 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 45558 members 
Mstep: Class 20 contains 45948 members 
Mstep: Class 21 contains 44808 members 
Mstep: Class 22 contains 47332 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675056.000000 Penalty: 75744.453125
Iteration 137Q: 24 clusters Score -1.066751e+08 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46625 members 
Mstep: Class 3 contains 45565 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 41775 members 
Mstep: Class 6 contains 47101 members 
Mstep: Class 7 contains 45020 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 48341 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 30266 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 16 contains 43757 members 
Mstep: Class 17 contains 43102 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 45356 members 
Mstep: Class 20 contains 45739 members 
Mstep: Class 21 contains 44789 members 
Mstep: Class 22 contains 48687 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675288.000000 Penalty: 75744.453125
Iteration 138Q: 24 clusters Score -1.066753e+08 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46538 members 
Mstep: Class 3 contains 45514 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 41445 members 
Mstep: Class 6 contains 46968 members 
Mstep: Class 7 contains 45018 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 48166 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30501 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 43690 members 
Mstep: Class 17 contains 42870 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 45199 members 
Mstep: Class 20 contains 45532 members 
Mstep: Class 21 contains 44746 members 
Mstep: Class 22 contains 49932 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675776.000000 Penalty: 75744.453125
Iteration 139Q: 24 clusters Score -1.066758e+08 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46458 members 
Mstep: Class 3 contains 45457 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 41218 members 
Mstep: Class 6 contains 46891 members 
Mstep: Class 7 contains 44978 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 48055 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 30731 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 881 members 
Mstep: Class 16 contains 43638 members 
Mstep: Class 17 contains 42630 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 45099 members 
Mstep: Class 20 contains 45344 members 
Mstep: Class 21 contains 44698 members 
Mstep: Class 22 contains 50916 members 
Mstep: Class 23 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675352.000000 Penalty: 75744.453125
Iteration 140F: 24 clusters Score -1.066754e+08 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46377 members 
Mstep: Class 3 contains 45445 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 41148 members 
Mstep: Class 6 contains 46777 members 
Mstep: Class 7 contains 44941 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 47976 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 30953 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 881 members 
Mstep: Class 16 contains 43569 members 
Mstep: Class 17 contains 42441 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 45025 members 
Mstep: Class 20 contains 45205 members 
Mstep: Class 21 contains 44634 members 
Mstep: Class 22 contains 51614 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675192.000000 Penalty: 75744.453125
Iteration 141Q: 24 clusters Score -1.066752e+08 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46328 members 
Mstep: Class 3 contains 45409 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 41189 members 
Mstep: Class 6 contains 46673 members 
Mstep: Class 7 contains 44930 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 47919 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 31168 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43511 members 
Mstep: Class 17 contains 42259 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 44986 members 
Mstep: Class 20 contains 45173 members 
Mstep: Class 21 contains 44564 members 
Mstep: Class 22 contains 51991 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674920.000000 Penalty: 75744.453125
Iteration 142Q: 24 clusters Score -1.066749e+08 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46319 members 
Mstep: Class 3 contains 45369 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 41357 members 
Mstep: Class 6 contains 46603 members 
Mstep: Class 7 contains 44939 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 47873 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 31351 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43531 members 
Mstep: Class 17 contains 42166 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45025 members 
Mstep: Class 20 contains 45115 members 
Mstep: Class 21 contains 44422 members 
Mstep: Class 22 contains 52026 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674736.000000 Penalty: 75744.453125
Iteration 143Q: 24 clusters Score -1.066747e+08 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46309 members 
Mstep: Class 3 contains 45364 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 41600 members 
Mstep: Class 6 contains 46591 members 
Mstep: Class 7 contains 44997 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 47867 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1777 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 31516 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 887 members 
Mstep: Class 16 contains 43490 members 
Mstep: Class 17 contains 42060 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45129 members 
Mstep: Class 20 contains 45073 members 
Mstep: Class 21 contains 44303 members 
Mstep: Class 22 contains 51791 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675320.000000 Penalty: 75744.453125
Iteration 144Q: 24 clusters Score -1.066753e+08 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46330 members 
Mstep: Class 3 contains 45362 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 41847 members 
Mstep: Class 6 contains 46604 members 
Mstep: Class 7 contains 45053 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 47857 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 31627 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 43454 members 
Mstep: Class 17 contains 42018 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45238 members 
Mstep: Class 20 contains 45006 members 
Mstep: Class 21 contains 44197 members 
Mstep: Class 22 contains 51494 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675416.000000 Penalty: 75744.453125
Iteration 145Q: 24 clusters Score -1.066754e+08 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46359 members 
Mstep: Class 3 contains 45334 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 42119 members 
Mstep: Class 6 contains 46667 members 
Mstep: Class 7 contains 45055 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 47860 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 31720 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 43419 members 
Mstep: Class 17 contains 41987 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 45387 members 
Mstep: Class 20 contains 44896 members 
Mstep: Class 21 contains 44134 members 
Mstep: Class 22 contains 51146 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675504.000000 Penalty: 75744.453125
Iteration 146Q: 24 clusters Score -1.066755e+08 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46470 members 
Mstep: Class 3 contains 45306 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 42349 members 
Mstep: Class 6 contains 46701 members 
Mstep: Class 7 contains 45061 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 47820 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 31784 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 43437 members 
Mstep: Class 17 contains 42009 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 45540 members 
Mstep: Class 20 contains 44796 members 
Mstep: Class 21 contains 44019 members 
Mstep: Class 22 contains 50789 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675296.000000 Penalty: 75744.453125
Iteration 147Q: 24 clusters Score -1.066753e+08 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46530 members 
Mstep: Class 3 contains 45253 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 42553 members 
Mstep: Class 6 contains 46796 members 
Mstep: Class 7 contains 45075 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 47734 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 31829 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 43449 members 
Mstep: Class 17 contains 42093 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45641 members 
Mstep: Class 20 contains 44732 members 
Mstep: Class 21 contains 43973 members 
Mstep: Class 22 contains 50421 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675616.000000 Penalty: 75744.453125
Iteration 148Q: 24 clusters Score -1.066756e+08 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46538 members 
Mstep: Class 3 contains 45230 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 42722 members 
Mstep: Class 6 contains 46945 members 
Mstep: Class 7 contains 45090 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 47690 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 31841 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 16 contains 43434 members 
Mstep: Class 17 contains 42190 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45717 members 
Mstep: Class 20 contains 44695 members 
Mstep: Class 21 contains 43894 members 
Mstep: Class 22 contains 50092 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675672.000000 Penalty: 75744.453125
Iteration 149Q: 24 clusters Score -1.066757e+08 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46562 members 
Mstep: Class 3 contains 45179 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 42854 members 
Mstep: Class 6 contains 47104 members 
Mstep: Class 7 contains 45078 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 47622 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 31822 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 15 contains 898 members 
Mstep: Class 16 contains 43438 members 
Mstep: Class 17 contains 42276 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45810 members 
Mstep: Class 20 contains 44672 members 
Mstep: Class 21 contains 43853 members 
Mstep: Class 22 contains 49810 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675504.000000 Penalty: 75744.453125
Iteration 150Q: 24 clusters Score -1.066755e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46609 members 
Mstep: Class 3 contains 45142 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 42961 members 
Mstep: Class 6 contains 47203 members 
Mstep: Class 7 contains 45040 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47604 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 31829 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 43455 members 
Mstep: Class 17 contains 42341 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45898 members 
Mstep: Class 20 contains 44604 members 
Mstep: Class 21 contains 43876 members 
Mstep: Class 22 contains 49518 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675904.000000 Penalty: 75744.453125
Iteration 151Q: 24 clusters Score -1.066759e+08 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46608 members 
Mstep: Class 3 contains 45089 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 43046 members 
Mstep: Class 6 contains 47323 members 
Mstep: Class 7 contains 45040 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47584 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31817 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 43459 members 
Mstep: Class 17 contains 42374 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45973 members 
Mstep: Class 20 contains 44574 members 
Mstep: Class 21 contains 43915 members 
Mstep: Class 22 contains 49279 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676264.000000 Penalty: 75744.453125
Iteration 152Q: 24 clusters Score -1.066763e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46607 members 
Mstep: Class 3 contains 45100 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 43116 members 
Mstep: Class 6 contains 47408 members 
Mstep: Class 7 contains 45004 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47595 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31829 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 43430 members 
Mstep: Class 17 contains 42429 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45994 members 
Mstep: Class 20 contains 44596 members 
Mstep: Class 21 contains 43958 members 
Mstep: Class 22 contains 49018 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676224.000000 Penalty: 75744.453125
Iteration 153Q: 24 clusters Score -1.066762e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46612 members 
Mstep: Class 3 contains 45093 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 43199 members 
Mstep: Class 6 contains 47495 members 
Mstep: Class 7 contains 44982 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47645 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31832 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 43378 members 
Mstep: Class 17 contains 42486 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 46014 members 
Mstep: Class 20 contains 44650 members 
Mstep: Class 21 contains 43987 members 
Mstep: Class 22 contains 48718 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676296.000000 Penalty: 75744.453125
Iteration 154Q: 24 clusters Score -1.066763e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46583 members 
Mstep: Class 3 contains 45102 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 43262 members 
Mstep: Class 6 contains 47572 members 
Mstep: Class 7 contains 44914 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47672 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31843 members 
Mstep: Class 14 contains 1467 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 43343 members 
Mstep: Class 17 contains 42536 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 46004 members 
Mstep: Class 20 contains 44735 members 
Mstep: Class 21 contains 44035 members 
Mstep: Class 22 contains 48489 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676576.000000 Penalty: 75744.453125
Iteration 155Q: 24 clusters Score -1.066766e+08 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46578 members 
Mstep: Class 3 contains 45115 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 43289 members 
Mstep: Class 6 contains 47660 members 
Mstep: Class 7 contains 44885 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 47665 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31851 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 43309 members 
Mstep: Class 17 contains 42586 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45977 members 
Mstep: Class 20 contains 44809 members 
Mstep: Class 21 contains 44081 members 
Mstep: Class 22 contains 48283 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676680.000000 Penalty: 75744.453125
Iteration 156Q: 24 clusters Score -1.066767e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46596 members 
Mstep: Class 3 contains 45127 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 43313 members 
Mstep: Class 6 contains 47717 members 
Mstep: Class 7 contains 44872 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47672 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31846 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 43271 members 
Mstep: Class 17 contains 42597 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45935 members 
Mstep: Class 20 contains 44901 members 
Mstep: Class 21 contains 44142 members 
Mstep: Class 22 contains 48094 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677032.000000 Penalty: 75744.453125
Iteration 157Q: 24 clusters Score -1.06677e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46580 members 
Mstep: Class 3 contains 45114 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 43370 members 
Mstep: Class 6 contains 47802 members 
Mstep: Class 7 contains 44832 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31835 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 43240 members 
Mstep: Class 17 contains 42611 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45906 members 
Mstep: Class 20 contains 44962 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 47916 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677352.000000 Penalty: 75744.453125
Iteration 158Q: 24 clusters Score -1.066774e+08 nChanged 2445
Entering ConstructFrom: 
Score: -106677352.000000 Penalty: 75744.453125
Entering ConstructFrom: 
Trying to split cluster 1 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -60334.726562 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -60334.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58829.226562 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -58829.23 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59238.882812 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -59238.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59455.101562 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -59455.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59591.828125 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -59591.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59682.820312 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -59682.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59754.039062 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -59754.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59802.656250 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -59802.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59926.808594 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -59926.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60016.750000 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60016.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60056.339844 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60056.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60083.796875 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -60083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60091.492188 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -60091.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60098.347656 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -60098.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60102.500000 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -60102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60111.613281 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -60111.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60123.421875 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -60123.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60132.617188 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -60132.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60136.554688 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -60136.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60143.589844 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -60143.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60143.589844 Penalty: 3120.618408
	Iteration 19F: 3 clusters Score -60143.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Entering Unmasked Estep 
Score: -8779165.000000 Penalty: 2665.632812
	Iteration 0F: 2 clusters Score -8779165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -8750331.000000 Penalty: 5331.265625
	Iteration 0F: 3 clusters Score -8750331 nChanged 21529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -8762385.000000 Penalty: 5331.265625
	Iteration 1F: 3 clusters Score -8762385 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -8763213.000000 Penalty: 5331.265625
	Iteration 2Q: 3 clusters Score -8763213 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -8764277.000000 Penalty: 5331.265625
	Iteration 3F: 3 clusters Score -8764277 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -8765522.000000 Penalty: 5331.265625
	Iteration 4F: 3 clusters Score -8765522 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -8766991.000000 Penalty: 5331.265625
	Iteration 5F: 3 clusters Score -8766991 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -8768673.000000 Penalty: 5331.265625
	Iteration 6F: 3 clusters Score -8768673 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -8770547.000000 Penalty: 5331.265625
	Iteration 7F: 3 clusters Score -8770547 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -8772481.000000 Penalty: 5331.265625
	Iteration 8F: 3 clusters Score -8772481 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -8774376.000000 Penalty: 5331.265625
	Iteration 9F: 3 clusters Score -8774376 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -8775832.000000 Penalty: 5331.265625
	Iteration 10Q: 3 clusters Score -8775832 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -8776435.000000 Penalty: 5331.265625
	Iteration 11Q: 3 clusters Score -8776435 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -8776687.000000 Penalty: 5331.265625
	Iteration 12Q: 3 clusters Score -8776687 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -8776794.000000 Penalty: 5331.265625
	Iteration 13Q: 3 clusters Score -8776794 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -8776844.000000 Penalty: 5331.265625
	Iteration 14Q: 3 clusters Score -8776844 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -8776874.000000 Penalty: 5331.265625
	Iteration 15Q: 3 clusters Score -8776874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -8776919.000000 Penalty: 5331.265625
	Iteration 16Q: 3 clusters Score -8776919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -8776943.000000 Penalty: 5331.265625
	Iteration 17Q: 3 clusters Score -8776943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -8776957.000000 Penalty: 5331.265625
	Iteration 18Q: 3 clusters Score -8776957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -8776969.000000 Penalty: 5331.265625
	Iteration 19Q: 3 clusters Score -8776969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -8776983.000000 Penalty: 5331.265625
	Iteration 20F: 3 clusters Score -8776983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -8776981.000000 Penalty: 5331.265625
	Iteration 21Q: 3 clusters Score -8776981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -8776993.000000 Penalty: 5331.265625
	Iteration 22Q: 3 clusters Score -8776993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -8776995.000000 Penalty: 5331.265625
	Iteration 23Q: 3 clusters Score -8776995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -8776986.000000 Penalty: 5331.265625
	Iteration 24Q: 3 clusters Score -8776986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -8776994.000000 Penalty: 5331.265625
	Iteration 25Q: 3 clusters Score -8776994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -8776994.000000 Penalty: 5331.265625
	Iteration 26F: 3 clusters Score -8776994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Entering Unmasked Estep 
Score: -8369342.500000 Penalty: 2657.632812
	Iteration 0F: 2 clusters Score -8369342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8340261.000000 Penalty: 5315.265625
	Iteration 0F: 3 clusters Score -8340261 nChanged 20834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -8351678.000000 Penalty: 5315.265625
	Iteration 1F: 3 clusters Score -8351678 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -8352164.500000 Penalty: 5315.265625
	Iteration 2Q: 3 clusters Score -8352164 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -8352755.000000 Penalty: 5315.265625
	Iteration 3Q: 3 clusters Score -8352755 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -8353427.000000 Penalty: 5315.265625
	Iteration 4Q: 3 clusters Score -8353427 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -8354367.500000 Penalty: 5315.265625
	Iteration 5Q: 3 clusters Score -8354368 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -8355479.000000 Penalty: 5315.265625
	Iteration 6Q: 3 clusters Score -8355479 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -8357146.000000 Penalty: 5315.265625
	Iteration 7F: 3 clusters Score -8357146 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -8359182.500000 Penalty: 5315.265625
	Iteration 8F: 3 clusters Score -8359182 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -8361554.500000 Penalty: 5315.265625
	Iteration 9F: 3 clusters Score -8361554 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -8363894.500000 Penalty: 5315.265625
	Iteration 10F: 3 clusters Score -8363894 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -8365435.000000 Penalty: 5315.265625
	Iteration 11F: 3 clusters Score -8365435 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -8366261.000000 Penalty: 5315.265625
	Iteration 12Q: 3 clusters Score -8366261 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -8366726.000000 Penalty: 5315.265625
	Iteration 13Q: 3 clusters Score -8366726 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -8367098.000000 Penalty: 5315.265625
	Iteration 14Q: 3 clusters Score -8367098 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -8367342.500000 Penalty: 5315.265625
	Iteration 15Q: 3 clusters Score -8367342 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -8367524.500000 Penalty: 5315.265625
	Iteration 16Q: 3 clusters Score -8367524 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -8367669.000000 Penalty: 5315.265625
	Iteration 17Q: 3 clusters Score -8367669 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -8367730.500000 Penalty: 5315.265625
	Iteration 18Q: 3 clusters Score -8367730 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -8367796.500000 Penalty: 5315.265625
	Iteration 19Q: 3 clusters Score -8367796 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -8367818.000000 Penalty: 5315.265625
	Iteration 20F: 3 clusters Score -8367818 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -8367863.500000 Penalty: 5315.265625
	Iteration 21Q: 3 clusters Score -8367864 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -8367866.500000 Penalty: 5315.265625
	Iteration 22Q: 3 clusters Score -8367866 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -8367895.000000 Penalty: 5315.265625
	Iteration 23Q: 3 clusters Score -8367895 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -8367901.000000 Penalty: 5315.265625
	Iteration 24Q: 3 clusters Score -8367901 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -8367936.500000 Penalty: 5315.265625
	Iteration 25Q: 3 clusters Score -8367936 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -8367939.000000 Penalty: 5315.265625
	Iteration 26Q: 3 clusters Score -8367939 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -8367964.500000 Penalty: 5315.265625
	Iteration 27Q: 3 clusters Score -8367964 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -8367989.000000 Penalty: 5315.265625
	Iteration 28Q: 3 clusters Score -8367989 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -8368010.000000 Penalty: 5315.265625
	Iteration 29Q: 3 clusters Score -8368010 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -8368036.000000 Penalty: 5315.265625
	Iteration 30Q: 3 clusters Score -8368036 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -8368067.000000 Penalty: 5315.265625
	Iteration 31Q: 3 clusters Score -8368067 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -8368114.500000 Penalty: 5315.265625
	Iteration 32Q: 3 clusters Score -8368114 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -8368126.000000 Penalty: 5315.265625
	Iteration 33Q: 3 clusters Score -8368126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -8368138.000000 Penalty: 5315.265625
	Iteration 34Q: 3 clusters Score -8368138 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -8368150.000000 Penalty: 5315.265625
	Iteration 35Q: 3 clusters Score -8368150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -8368166.500000 Penalty: 5315.265625
	Iteration 36Q: 3 clusters Score -8368166 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -8368182.000000 Penalty: 5315.265625
	Iteration 37Q: 3 clusters Score -8368182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -8368173.000000 Penalty: 5315.265625
	Iteration 38Q: 3 clusters Score -8368173 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -8368196.500000 Penalty: 5315.265625
	Iteration 39Q: 3 clusters Score -8368196 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -8368221.500000 Penalty: 5315.265625
	Iteration 40F: 3 clusters Score -8368222 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -8368275.500000 Penalty: 5315.265625
	Iteration 41Q: 3 clusters Score -8368276 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -8368292.500000 Penalty: 5315.265625
	Iteration 42Q: 3 clusters Score -8368292 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -8368323.000000 Penalty: 5315.265625
	Iteration 43Q: 3 clusters Score -8368323 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -8368336.000000 Penalty: 5315.265625
	Iteration 44Q: 3 clusters Score -8368336 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -8368357.000000 Penalty: 5315.265625
	Iteration 45Q: 3 clusters Score -8368357 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -8368365.500000 Penalty: 5315.265625
	Iteration 46Q: 3 clusters Score -8368366 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -8368358.500000 Penalty: 5315.265625
	Iteration 47Q: 3 clusters Score -8368358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -8368387.000000 Penalty: 5315.265625
	Iteration 48Q: 3 clusters Score -8368387 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -8368400.000000 Penalty: 5315.265625
	Iteration 49Q: 3 clusters Score -8368400 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -8368439.500000 Penalty: 5315.265625
	Iteration 50Q: 3 clusters Score -8368440 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -8368467.000000 Penalty: 5315.265625
	Iteration 51Q: 3 clusters Score -8368467 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -8368505.500000 Penalty: 5315.265625
	Iteration 52Q: 3 clusters Score -8368506 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -8368522.000000 Penalty: 5315.265625
	Iteration 53Q: 3 clusters Score -8368522 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -8368547.500000 Penalty: 5315.265625
	Iteration 54Q: 3 clusters Score -8368548 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -8368541.500000 Penalty: 5315.265625
	Iteration 55Q: 3 clusters Score -8368542 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -8368570.000000 Penalty: 5315.265625
	Iteration 56Q: 3 clusters Score -8368570 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -8368574.000000 Penalty: 5315.265625
	Iteration 57Q: 3 clusters Score -8368574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -8368591.000000 Penalty: 5315.265625
	Iteration 58Q: 3 clusters Score -8368591 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -8368633.500000 Penalty: 5315.265625
	Iteration 59Q: 3 clusters Score -8368634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -8368650.000000 Penalty: 5315.265625
	Iteration 60F: 3 clusters Score -8368650 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -8368667.500000 Penalty: 5315.265625
	Iteration 61Q: 3 clusters Score -8368668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -8368722.500000 Penalty: 5315.265625
	Iteration 62Q: 3 clusters Score -8368722 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -8368742.000000 Penalty: 5315.265625
	Iteration 63Q: 3 clusters Score -8368742 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -8368751.000000 Penalty: 5315.265625
	Iteration 64Q: 3 clusters Score -8368751 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -8368788.000000 Penalty: 5315.265625
	Iteration 65Q: 3 clusters Score -8368788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -8368806.500000 Penalty: 5315.265625
	Iteration 66Q: 3 clusters Score -8368806 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -8368832.000000 Penalty: 5315.265625
	Iteration 67Q: 3 clusters Score -8368832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -8368841.000000 Penalty: 5315.265625
	Iteration 68Q: 3 clusters Score -8368841 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -8368838.000000 Penalty: 5315.265625
	Iteration 69Q: 3 clusters Score -8368838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -8368852.500000 Penalty: 5315.265625
	Iteration 70Q: 3 clusters Score -8368852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -8368880.000000 Penalty: 5315.265625
	Iteration 71Q: 3 clusters Score -8368880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -8368895.500000 Penalty: 5315.265625
	Iteration 72Q: 3 clusters Score -8368896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -8368901.000000 Penalty: 5315.265625
	Iteration 73Q: 3 clusters Score -8368901 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -8368921.000000 Penalty: 5315.265625
	Iteration 74Q: 3 clusters Score -8368921 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -8368935.500000 Penalty: 5315.265625
	Iteration 75Q: 3 clusters Score -8368936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -8368945.000000 Penalty: 5315.265625
	Iteration 76Q: 3 clusters Score -8368945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -8368981.000000 Penalty: 5315.265625
	Iteration 77Q: 3 clusters Score -8368981 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -8368978.000000 Penalty: 5315.265625
	Iteration 78Q: 3 clusters Score -8368978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -8368981.000000 Penalty: 5315.265625
	Iteration 79Q: 3 clusters Score -8368981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -8368971.500000 Penalty: 5315.265625
	Iteration 80F: 3 clusters Score -8368972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -8368969.000000 Penalty: 5315.265625
	Iteration 81Q: 3 clusters Score -8368969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -8368970.000000 Penalty: 5315.265625
	Iteration 82Q: 3 clusters Score -8368970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -8368960.500000 Penalty: 5315.265625
	Iteration 83Q: 3 clusters Score -8368960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -8368955.500000 Penalty: 5315.265625
	Iteration 84Q: 3 clusters Score -8368956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -8368959.000000 Penalty: 5315.265625
	Iteration 85Q: 3 clusters Score -8368959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -8368970.500000 Penalty: 5315.265625
	Iteration 86Q: 3 clusters Score -8368970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -8368960.000000 Penalty: 5315.265625
	Iteration 87Q: 3 clusters Score -8368960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -8368969.000000 Penalty: 5315.265625
	Iteration 88Q: 3 clusters Score -8368969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -8368971.000000 Penalty: 5315.265625
	Iteration 89Q: 3 clusters Score -8368971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -8368963.500000 Penalty: 5315.265625
	Iteration 90Q: 3 clusters Score -8368964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -8368965.000000 Penalty: 5315.265625
	Iteration 91Q: 3 clusters Score -8368965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -8368976.500000 Penalty: 5315.265625
	Iteration 92Q: 3 clusters Score -8368976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -8368968.000000 Penalty: 5315.265625
	Iteration 93Q: 3 clusters Score -8368968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -8368964.000000 Penalty: 5315.265625
	Iteration 94Q: 3 clusters Score -8368964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -8368976.500000 Penalty: 5315.265625
	Iteration 95Q: 3 clusters Score -8368976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -8368973.000000 Penalty: 5315.265625
	Iteration 96Q: 3 clusters Score -8368973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -8368960.000000 Penalty: 5315.265625
	Iteration 97Q: 3 clusters Score -8368960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -8368954.000000 Penalty: 5315.265625
	Iteration 98Q: 3 clusters Score -8368954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -8368957.500000 Penalty: 5315.265625
	Iteration 99Q: 3 clusters Score -8368958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -8368964.500000 Penalty: 5315.265625
	Iteration 100F: 3 clusters Score -8368964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -8368975.000000 Penalty: 5315.265625
	Iteration 101Q: 3 clusters Score -8368975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -8368973.500000 Penalty: 5315.265625
	Iteration 102Q: 3 clusters Score -8368974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -8368974.500000 Penalty: 5315.265625
	Iteration 103Q: 3 clusters Score -8368974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -8368984.500000 Penalty: 5315.265625
	Iteration 104Q: 3 clusters Score -8368984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -8368983.500000 Penalty: 5315.265625
	Iteration 105Q: 3 clusters Score -8368984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -8368986.500000 Penalty: 5315.265625
	Iteration 106Q: 3 clusters Score -8368986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -8369002.000000 Penalty: 5315.265625
	Iteration 107Q: 3 clusters Score -8369002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -8368997.000000 Penalty: 5315.265625
	Iteration 108Q: 3 clusters Score -8368997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -8369006.000000 Penalty: 5315.265625
	Iteration 109Q: 3 clusters Score -8369006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -8369004.000000 Penalty: 5315.265625
	Iteration 110Q: 3 clusters Score -8369004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -8368999.500000 Penalty: 5315.265625
	Iteration 111Q: 3 clusters Score -8369000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -8368998.000000 Penalty: 5315.265625
	Iteration 112Q: 3 clusters Score -8368998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -8369003.500000 Penalty: 5315.265625
	Iteration 113Q: 3 clusters Score -8369004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -8368998.500000 Penalty: 5315.265625
	Iteration 114Q: 3 clusters Score -8368998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -8369008.500000 Penalty: 5315.265625
	Iteration 115Q: 3 clusters Score -8369008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -8368993.000000 Penalty: 5315.265625
	Iteration 116Q: 3 clusters Score -8368993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -8368992.000000 Penalty: 5315.265625
	Iteration 117Q: 3 clusters Score -8368992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -8368989.500000 Penalty: 5315.265625
	Iteration 118Q: 3 clusters Score -8368990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -8368988.000000 Penalty: 5315.265625
	Iteration 119Q: 3 clusters Score -8368988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -8369007.000000 Penalty: 5315.265625
	Iteration 120F: 3 clusters Score -8369007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -8369021.500000 Penalty: 5315.265625
	Iteration 121Q: 3 clusters Score -8369022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -8369030.000000 Penalty: 5315.265625
	Iteration 122Q: 3 clusters Score -8369030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -8369033.500000 Penalty: 5315.265625
	Iteration 123Q: 3 clusters Score -8369034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -8369040.000000 Penalty: 5315.265625
	Iteration 124Q: 3 clusters Score -8369040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -8369036.500000 Penalty: 5315.265625
	Iteration 125Q: 3 clusters Score -8369036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -8369037.500000 Penalty: 5315.265625
	Iteration 126Q: 3 clusters Score -8369038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -8369038.500000 Penalty: 5315.265625
	Iteration 127Q: 3 clusters Score -8369038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -8369030.500000 Penalty: 5315.265625
	Iteration 128Q: 3 clusters Score -8369030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -8369030.500000 Penalty: 5315.265625
	Iteration 129Q: 3 clusters Score -8369030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -8369030.500000 Penalty: 5315.265625
	Iteration 130Q: 3 clusters Score -8369030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -8369029.500000 Penalty: 5315.265625
	Iteration 131Q: 3 clusters Score -8369030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -8369031.500000 Penalty: 5315.265625
	Iteration 132Q: 3 clusters Score -8369032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -8369030.000000 Penalty: 5315.265625
	Iteration 133Q: 3 clusters Score -8369030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -8369031.000000 Penalty: 5315.265625
	Iteration 134Q: 3 clusters Score -8369031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -8369034.500000 Penalty: 5315.265625
	Iteration 135Q: 3 clusters Score -8369034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -8369035.500000 Penalty: 5315.265625
	Iteration 136Q: 3 clusters Score -8369036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -8369036.000000 Penalty: 5315.265625
	Iteration 137Q: 3 clusters Score -8369036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -8369042.500000 Penalty: 5315.265625
	Iteration 138Q: 3 clusters Score -8369042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -8369047.500000 Penalty: 5315.265625
	Iteration 139Q: 3 clusters Score -8369048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -8369046.000000 Penalty: 5315.265625
	Iteration 140F: 3 clusters Score -8369046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -8369056.000000 Penalty: 5315.265625
	Iteration 141Q: 3 clusters Score -8369056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -8369050.500000 Penalty: 5315.265625
	Iteration 142Q: 3 clusters Score -8369050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -8369054.500000 Penalty: 5315.265625
	Iteration 143Q: 3 clusters Score -8369054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -8369043.000000 Penalty: 5315.265625
	Iteration 144Q: 3 clusters Score -8369043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -8369057.000000 Penalty: 5315.265625
	Iteration 145Q: 3 clusters Score -8369057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -8369050.000000 Penalty: 5315.265625
	Iteration 146Q: 3 clusters Score -8369050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -8369041.500000 Penalty: 5315.265625
	Iteration 147Q: 3 clusters Score -8369042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -8369043.000000 Penalty: 5315.265625
	Iteration 148Q: 3 clusters Score -8369043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -8369039.500000 Penalty: 5315.265625
	Iteration 149Q: 3 clusters Score -8369040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -8369032.500000 Penalty: 5315.265625
	Iteration 150Q: 3 clusters Score -8369032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -8369032.500000 Penalty: 5315.265625
	Iteration 151Q: 3 clusters Score -8369032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -8369027.500000 Penalty: 5315.265625
	Iteration 152Q: 3 clusters Score -8369028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -8369037.000000 Penalty: 5315.265625
	Iteration 153Q: 3 clusters Score -8369037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -8369029.500000 Penalty: 5315.265625
	Iteration 154Q: 3 clusters Score -8369030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8369017.500000 Penalty: 5315.265625
	Iteration 155Q: 3 clusters Score -8369018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -8369024.000000 Penalty: 5315.265625
	Iteration 156Q: 3 clusters Score -8369024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -8369022.000000 Penalty: 5315.265625
	Iteration 157Q: 3 clusters Score -8369022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8369022.500000 Penalty: 5315.265625
	Iteration 158Q: 3 clusters Score -8369022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -8369006.500000 Penalty: 5315.265625
	Iteration 159Q: 3 clusters Score -8369006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -8369010.000000 Penalty: 5315.265625
	Iteration 160F: 3 clusters Score -8369010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -8369009.500000 Penalty: 5315.265625
	Iteration 161Q: 3 clusters Score -8369010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -8369019.000000 Penalty: 5315.265625
	Iteration 162Q: 3 clusters Score -8369019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -8369010.500000 Penalty: 5315.265625
	Iteration 163Q: 3 clusters Score -8369010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -8369015.000000 Penalty: 5315.265625
	Iteration 164Q: 3 clusters Score -8369015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -8369003.500000 Penalty: 5315.265625
	Iteration 165Q: 3 clusters Score -8369004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -8369004.500000 Penalty: 5315.265625
	Iteration 166Q: 3 clusters Score -8369004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -8368998.500000 Penalty: 5315.265625
	Iteration 167Q: 3 clusters Score -8368998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -8368993.000000 Penalty: 5315.265625
	Iteration 168Q: 3 clusters Score -8368993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -8369003.500000 Penalty: 5315.265625
	Iteration 169Q: 3 clusters Score -8369004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -8368988.000000 Penalty: 5315.265625
	Iteration 170Q: 3 clusters Score -8368988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -8368992.000000 Penalty: 5315.265625
	Iteration 171Q: 3 clusters Score -8368992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -8368989.000000 Penalty: 5315.265625
	Iteration 172Q: 3 clusters Score -8368989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -8368990.000000 Penalty: 5315.265625
	Iteration 173Q: 3 clusters Score -8368990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -8368990.500000 Penalty: 5315.265625
	Iteration 174Q: 3 clusters Score -8368990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -8368994.000000 Penalty: 5315.265625
	Iteration 175Q: 3 clusters Score -8368994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -8368995.500000 Penalty: 5315.265625
	Iteration 176Q: 3 clusters Score -8368996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -8368985.000000 Penalty: 5315.265625
	Iteration 177Q: 3 clusters Score -8368985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -8369002.000000 Penalty: 5315.265625
	Iteration 178Q: 3 clusters Score -8369002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -8369003.000000 Penalty: 5315.265625
	Iteration 179Q: 3 clusters Score -8369003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -8368997.500000 Penalty: 5315.265625
	Iteration 180F: 3 clusters Score -8368998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -8368994.000000 Penalty: 5315.265625
	Iteration 181Q: 3 clusters Score -8368994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -8368990.000000 Penalty: 5315.265625
	Iteration 182Q: 3 clusters Score -8368990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -8368979.000000 Penalty: 5315.265625
	Iteration 183Q: 3 clusters Score -8368979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8368991.000000 Penalty: 5315.265625
	Iteration 184Q: 3 clusters Score -8368991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8368984.000000 Penalty: 5315.265625
	Iteration 185Q: 3 clusters Score -8368984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8368980.500000 Penalty: 5315.265625
	Iteration 186Q: 3 clusters Score -8368980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -8368983.000000 Penalty: 5315.265625
	Iteration 187Q: 3 clusters Score -8368983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -8368988.500000 Penalty: 5315.265625
	Iteration 188Q: 3 clusters Score -8368988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8368988.000000 Penalty: 5315.265625
	Iteration 189Q: 3 clusters Score -8368988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -8368984.000000 Penalty: 5315.265625
	Iteration 190Q: 3 clusters Score -8368984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8368982.500000 Penalty: 5315.265625
	Iteration 191Q: 3 clusters Score -8368982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8368982.500000 Penalty: 5315.265625
	Iteration 192F: 3 clusters Score -8368982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -157165.625000 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -157165.6 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 443 members 
Entering Unmasked Estep 
Score: -155353.406250 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -155353.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -155736.250000 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -155736.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -155975.796875 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -155975.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -156155.562500 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -156155.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -156277.453125 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -156277.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -156386.156250 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -156386.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156471.593750 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -156471.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -156545.125000 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -156545.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156626.078125 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -156626.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156768.687500 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -156768.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -156903.406250 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -156903.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156955.484375 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -156955.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156982.328125 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -156982.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -156994.750000 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -156994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157001.734375 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -157001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -157009.671875 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -157009.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157034.093750 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -157034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157049.843750 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -157049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157054.562500 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -157054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -157057.734375 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -157057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -157074.218750 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -157074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -157160.218750 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -157160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157186.265625 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -157186.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -157213.406250 Penalty: 3376.735596
	Iteration 23Q: 3 clusters Score -157213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157219.109375 Penalty: 3376.735596
	Iteration 24Q: 3 clusters Score -157219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157219.109375 Penalty: 3376.735596
	Iteration 25F: 3 clusters Score -157219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46561 members 
Mstep: Class 3 contains 45083 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 43452 members 
Mstep: Class 6 contains 47846 members 
Mstep: Class 7 contains 44827 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47722 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31829 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 43226 members 
Mstep: Class 17 contains 42621 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45877 members 
Mstep: Class 20 contains 45070 members 
Mstep: Class 21 contains 44253 members 
Mstep: Class 22 contains 47709 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 622 members 
Entering Unmasked Estep 
Score: -106676096.000000 Penalty: 79037.695312
Splitting cluster 4 changes total score from -106677352.000000 to -106676096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (43452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Entering Unmasked Estep 
Score: -8006961.500000 Penalty: 2648.494141
	Iteration 0F: 2 clusters Score -8006962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -7978215.000000 Penalty: 5296.988281
	Iteration 0F: 3 clusters Score -7978215 nChanged 19880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -7988859.000000 Penalty: 5296.988281
	Iteration 1F: 3 clusters Score -7988859 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -7989308.500000 Penalty: 5296.988281
	Iteration 2Q: 3 clusters Score -7989308 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -7989744.000000 Penalty: 5296.988281
	Iteration 3Q: 3 clusters Score -7989744 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -7990128.500000 Penalty: 5296.988281
	Iteration 4Q: 3 clusters Score -7990128 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -7990665.000000 Penalty: 5296.988281
	Iteration 5Q: 3 clusters Score -7990665 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -7991354.500000 Penalty: 5296.988281
	Iteration 6Q: 3 clusters Score -7991354 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -7992398.000000 Penalty: 5296.988281
	Iteration 7Q: 3 clusters Score -7992398 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -7994077.500000 Penalty: 5296.988281
	Iteration 8F: 3 clusters Score -7994078 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -7996534.500000 Penalty: 5296.988281
	Iteration 9F: 3 clusters Score -7996534 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -7999403.500000 Penalty: 5296.988281
	Iteration 10F: 3 clusters Score -7999404 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -8001896.000000 Penalty: 5296.988281
	Iteration 11F: 3 clusters Score -8001896 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -8003343.000000 Penalty: 5296.988281
	Iteration 12Q: 3 clusters Score -8003343 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -8004099.500000 Penalty: 5296.988281
	Iteration 13Q: 3 clusters Score -8004100 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8004420.000000 Penalty: 5296.988281
	Iteration 14Q: 3 clusters Score -8004420 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -8004583.500000 Penalty: 5296.988281
	Iteration 15Q: 3 clusters Score -8004584 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -8004705.500000 Penalty: 5296.988281
	Iteration 16Q: 3 clusters Score -8004706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -8004774.500000 Penalty: 5296.988281
	Iteration 17Q: 3 clusters Score -8004774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -8004816.500000 Penalty: 5296.988281
	Iteration 18Q: 3 clusters Score -8004816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -8004851.000000 Penalty: 5296.988281
	Iteration 19Q: 3 clusters Score -8004851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -8004868.000000 Penalty: 5296.988281
	Iteration 20F: 3 clusters Score -8004868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8004865.000000 Penalty: 5296.988281
	Iteration 21Q: 3 clusters Score -8004865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8004874.500000 Penalty: 5296.988281
	Iteration 22Q: 3 clusters Score -8004874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -8004876.500000 Penalty: 5296.988281
	Iteration 23Q: 3 clusters Score -8004876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -8004882.500000 Penalty: 5296.988281
	Iteration 24Q: 3 clusters Score -8004882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -8004882.500000 Penalty: 5296.988281
	Iteration 25F: 3 clusters Score -8004882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Entering Unmasked Estep 
Score: -8918199.000000 Penalty: 2672.384033
	Iteration 0F: 2 clusters Score -8918199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -8888654.000000 Penalty: 5344.768066
	Iteration 0F: 3 clusters Score -8888654 nChanged 22016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -8900794.000000 Penalty: 5344.768066
	Iteration 1F: 3 clusters Score -8900794 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -8901208.000000 Penalty: 5344.768066
	Iteration 2Q: 3 clusters Score -8901208 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -8901583.000000 Penalty: 5344.768066
	Iteration 3Q: 3 clusters Score -8901583 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -8901985.000000 Penalty: 5344.768066
	Iteration 4Q: 3 clusters Score -8901985 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -8902393.000000 Penalty: 5344.768066
	Iteration 5Q: 3 clusters Score -8902393 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -8902851.000000 Penalty: 5344.768066
	Iteration 6Q: 3 clusters Score -8902851 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -8903358.000000 Penalty: 5344.768066
	Iteration 7Q: 3 clusters Score -8903358 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -8904156.000000 Penalty: 5344.768066
	Iteration 8Q: 3 clusters Score -8904156 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -8905277.000000 Penalty: 5344.768066
	Iteration 9Q: 3 clusters Score -8905277 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -8906857.000000 Penalty: 5344.768066
	Iteration 10Q: 3 clusters Score -8906857 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -8908677.000000 Penalty: 5344.768066
	Iteration 11F: 3 clusters Score -8908677 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -8910470.000000 Penalty: 5344.768066
	Iteration 12F: 3 clusters Score -8910470 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -8911884.000000 Penalty: 5344.768066
	Iteration 13Q: 3 clusters Score -8911884 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -8912917.000000 Penalty: 5344.768066
	Iteration 14Q: 3 clusters Score -8912917 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -8913577.000000 Penalty: 5344.768066
	Iteration 15Q: 3 clusters Score -8913577 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -8914010.000000 Penalty: 5344.768066
	Iteration 16Q: 3 clusters Score -8914010 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -8914389.000000 Penalty: 5344.768066
	Iteration 17Q: 3 clusters Score -8914389 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -8914660.000000 Penalty: 5344.768066
	Iteration 18Q: 3 clusters Score -8914660 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -8914873.000000 Penalty: 5344.768066
	Iteration 19Q: 3 clusters Score -8914873 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -8915040.000000 Penalty: 5344.768066
	Iteration 20F: 3 clusters Score -8915040 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -8915229.000000 Penalty: 5344.768066
	Iteration 21Q: 3 clusters Score -8915229 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -8915330.000000 Penalty: 5344.768066
	Iteration 22Q: 3 clusters Score -8915330 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8915413.000000 Penalty: 5344.768066
	Iteration 23Q: 3 clusters Score -8915413 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -8915472.000000 Penalty: 5344.768066
	Iteration 24Q: 3 clusters Score -8915472 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -8915572.000000 Penalty: 5344.768066
	Iteration 25Q: 3 clusters Score -8915572 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8915599.000000 Penalty: 5344.768066
	Iteration 26Q: 3 clusters Score -8915599 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -8915690.000000 Penalty: 5344.768066
	Iteration 27Q: 3 clusters Score -8915690 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8915726.000000 Penalty: 5344.768066
	Iteration 28Q: 3 clusters Score -8915726 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8915803.000000 Penalty: 5344.768066
	Iteration 29Q: 3 clusters Score -8915803 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -8915868.000000 Penalty: 5344.768066
	Iteration 30Q: 3 clusters Score -8915868 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8915915.000000 Penalty: 5344.768066
	Iteration 31Q: 3 clusters Score -8915915 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8915929.000000 Penalty: 5344.768066
	Iteration 32Q: 3 clusters Score -8915929 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8915977.000000 Penalty: 5344.768066
	Iteration 33Q: 3 clusters Score -8915977 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8916040.000000 Penalty: 5344.768066
	Iteration 34Q: 3 clusters Score -8916040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8916067.000000 Penalty: 5344.768066
	Iteration 35Q: 3 clusters Score -8916067 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8916078.000000 Penalty: 5344.768066
	Iteration 36Q: 3 clusters Score -8916078 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8916097.000000 Penalty: 5344.768066
	Iteration 37Q: 3 clusters Score -8916097 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8916121.000000 Penalty: 5344.768066
	Iteration 38Q: 3 clusters Score -8916121 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8916148.000000 Penalty: 5344.768066
	Iteration 39Q: 3 clusters Score -8916148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8916135.000000 Penalty: 5344.768066
	Iteration 40F: 3 clusters Score -8916135 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8916158.000000 Penalty: 5344.768066
	Iteration 41Q: 3 clusters Score -8916158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8916163.000000 Penalty: 5344.768066
	Iteration 42Q: 3 clusters Score -8916163 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8916154.000000 Penalty: 5344.768066
	Iteration 43Q: 3 clusters Score -8916154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8916161.000000 Penalty: 5344.768066
	Iteration 44Q: 3 clusters Score -8916161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8916156.000000 Penalty: 5344.768066
	Iteration 45Q: 3 clusters Score -8916156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8916146.000000 Penalty: 5344.768066
	Iteration 46Q: 3 clusters Score -8916146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8916162.000000 Penalty: 5344.768066
	Iteration 47Q: 3 clusters Score -8916162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8916159.000000 Penalty: 5344.768066
	Iteration 48Q: 3 clusters Score -8916159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8916179.000000 Penalty: 5344.768066
	Iteration 49Q: 3 clusters Score -8916179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8916182.000000 Penalty: 5344.768066
	Iteration 50Q: 3 clusters Score -8916182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8916177.000000 Penalty: 5344.768066
	Iteration 51Q: 3 clusters Score -8916177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8916188.000000 Penalty: 5344.768066
	Iteration 52Q: 3 clusters Score -8916188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8916183.000000 Penalty: 5344.768066
	Iteration 53Q: 3 clusters Score -8916183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8916179.000000 Penalty: 5344.768066
	Iteration 54Q: 3 clusters Score -8916179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8916182.000000 Penalty: 5344.768066
	Iteration 55Q: 3 clusters Score -8916182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8916190.000000 Penalty: 5344.768066
	Iteration 56Q: 3 clusters Score -8916190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8916189.000000 Penalty: 5344.768066
	Iteration 57Q: 3 clusters Score -8916189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8916186.000000 Penalty: 5344.768066
	Iteration 58Q: 3 clusters Score -8916186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8916183.000000 Penalty: 5344.768066
	Iteration 59Q: 3 clusters Score -8916183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8916185.000000 Penalty: 5344.768066
	Iteration 60F: 3 clusters Score -8916185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8916198.000000 Penalty: 5344.768066
	Iteration 61Q: 3 clusters Score -8916198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8916193.000000 Penalty: 5344.768066
	Iteration 62Q: 3 clusters Score -8916193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8916188.000000 Penalty: 5344.768066
	Iteration 63Q: 3 clusters Score -8916188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8916189.000000 Penalty: 5344.768066
	Iteration 64Q: 3 clusters Score -8916189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8916197.000000 Penalty: 5344.768066
	Iteration 65Q: 3 clusters Score -8916197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8916199.000000 Penalty: 5344.768066
	Iteration 66Q: 3 clusters Score -8916199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8916197.000000 Penalty: 5344.768066
	Iteration 67Q: 3 clusters Score -8916197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8916197.000000 Penalty: 5344.768066
	Iteration 68F: 3 clusters Score -8916197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Entering Unmasked Estep 
Score: -8312526.000000 Penalty: 2656.220215
	Iteration 0F: 2 clusters Score -8312526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -8283362.000000 Penalty: 5312.440430
	Iteration 0F: 3 clusters Score -8283362 nChanged 20561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -8294523.000000 Penalty: 5312.440430
	Iteration 1F: 3 clusters Score -8294523 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -8294914.500000 Penalty: 5312.440430
	Iteration 2Q: 3 clusters Score -8294914 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -8295270.000000 Penalty: 5312.440430
	Iteration 3Q: 3 clusters Score -8295270 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -8295574.500000 Penalty: 5312.440430
	Iteration 4Q: 3 clusters Score -8295574 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -8295781.000000 Penalty: 5312.440430
	Iteration 5Q: 3 clusters Score -8295781 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -8296020.000000 Penalty: 5312.440430
	Iteration 6Q: 3 clusters Score -8296020 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -8296242.000000 Penalty: 5312.440430
	Iteration 7Q: 3 clusters Score -8296242 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -8296462.000000 Penalty: 5312.440430
	Iteration 8Q: 3 clusters Score -8296462 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -8296741.000000 Penalty: 5312.440430
	Iteration 9Q: 3 clusters Score -8296741 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -8297135.000000 Penalty: 5312.440430
	Iteration 10Q: 3 clusters Score -8297135 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -8297562.500000 Penalty: 5312.440430
	Iteration 11Q: 3 clusters Score -8297562 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -8298275.000000 Penalty: 5312.440430
	Iteration 12Q: 3 clusters Score -8298275 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -8299288.500000 Penalty: 5312.440430
	Iteration 13Q: 3 clusters Score -8299288 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -8300816.500000 Penalty: 5312.440430
	Iteration 14Q: 3 clusters Score -8300816 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -8302642.000000 Penalty: 5312.440430
	Iteration 15F: 3 clusters Score -8302642 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -8304121.000000 Penalty: 5312.440430
	Iteration 16Q: 3 clusters Score -8304121 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -8305038.000000 Penalty: 5312.440430
	Iteration 17Q: 3 clusters Score -8305038 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -8305589.000000 Penalty: 5312.440430
	Iteration 18Q: 3 clusters Score -8305589 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8306000.000000 Penalty: 5312.440430
	Iteration 19Q: 3 clusters Score -8306000 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -8306346.500000 Penalty: 5312.440430
	Iteration 20F: 3 clusters Score -8306346 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -8306711.500000 Penalty: 5312.440430
	Iteration 21Q: 3 clusters Score -8306712 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -8307079.000000 Penalty: 5312.440430
	Iteration 22Q: 3 clusters Score -8307079 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -8307452.500000 Penalty: 5312.440430
	Iteration 23Q: 3 clusters Score -8307452 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -8307810.500000 Penalty: 5312.440430
	Iteration 24Q: 3 clusters Score -8307810 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -8308159.500000 Penalty: 5312.440430
	Iteration 25Q: 3 clusters Score -8308160 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -8308520.000000 Penalty: 5312.440430
	Iteration 26Q: 3 clusters Score -8308520 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -8308833.500000 Penalty: 5312.440430
	Iteration 27Q: 3 clusters Score -8308834 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8309103.000000 Penalty: 5312.440430
	Iteration 28Q: 3 clusters Score -8309103 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8309348.500000 Penalty: 5312.440430
	Iteration 29Q: 3 clusters Score -8309348 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8309551.500000 Penalty: 5312.440430
	Iteration 30Q: 3 clusters Score -8309552 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8309737.000000 Penalty: 5312.440430
	Iteration 31Q: 3 clusters Score -8309737 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8309859.000000 Penalty: 5312.440430
	Iteration 32Q: 3 clusters Score -8309859 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8309968.500000 Penalty: 5312.440430
	Iteration 33Q: 3 clusters Score -8309968 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8310047.000000 Penalty: 5312.440430
	Iteration 34Q: 3 clusters Score -8310047 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8310091.500000 Penalty: 5312.440430
	Iteration 35Q: 3 clusters Score -8310092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8310115.000000 Penalty: 5312.440430
	Iteration 36Q: 3 clusters Score -8310115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8310155.500000 Penalty: 5312.440430
	Iteration 37Q: 3 clusters Score -8310156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8310183.500000 Penalty: 5312.440430
	Iteration 38Q: 3 clusters Score -8310184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8310196.500000 Penalty: 5312.440430
	Iteration 39Q: 3 clusters Score -8310196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8310201.500000 Penalty: 5312.440430
	Iteration 40F: 3 clusters Score -8310202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8310202.500000 Penalty: 5312.440430
	Iteration 41Q: 3 clusters Score -8310202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8310225.000000 Penalty: 5312.440430
	Iteration 42Q: 3 clusters Score -8310225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8310237.000000 Penalty: 5312.440430
	Iteration 43Q: 3 clusters Score -8310237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8310254.500000 Penalty: 5312.440430
	Iteration 44Q: 3 clusters Score -8310254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8310263.500000 Penalty: 5312.440430
	Iteration 45Q: 3 clusters Score -8310264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8310270.500000 Penalty: 5312.440430
	Iteration 46Q: 3 clusters Score -8310270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8310275.000000 Penalty: 5312.440430
	Iteration 47Q: 3 clusters Score -8310275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8310271.000000 Penalty: 5312.440430
	Iteration 48Q: 3 clusters Score -8310271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8310276.000000 Penalty: 5312.440430
	Iteration 49Q: 3 clusters Score -8310276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8310275.500000 Penalty: 5312.440430
	Iteration 50Q: 3 clusters Score -8310276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8310270.500000 Penalty: 5312.440430
	Iteration 51Q: 3 clusters Score -8310270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8310276.500000 Penalty: 5312.440430
	Iteration 52Q: 3 clusters Score -8310276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8310282.500000 Penalty: 5312.440430
	Iteration 53Q: 3 clusters Score -8310282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8310282.000000 Penalty: 5312.440430
	Iteration 54Q: 3 clusters Score -8310282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8310286.000000 Penalty: 5312.440430
	Iteration 55Q: 3 clusters Score -8310286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8310286.000000 Penalty: 5312.440430
	Iteration 56F: 3 clusters Score -8310286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -104991.929688 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -104991.9 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 392 members 
Entering Unmasked Estep 
Score: -103333.468750 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -103333.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103786.671875 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -103786.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103945.195312 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -103945.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104065.023438 Penalty: 3303.645264
	Iteration 3Q: 3 clusters Score -104065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -104139.070312 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -104139.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104220.187500 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -104220.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104275.726562 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -104275.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104314.429688 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -104314.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104338.937500 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -104338.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -104364.281250 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -104364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -104377.554688 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -104377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -104384.101562 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -104384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104386.507812 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -104386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104390.125000 Penalty: 3303.645264
	Iteration 13Q: 3 clusters Score -104390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104390.398438 Penalty: 3303.645264
	Iteration 14Q: 3 clusters Score -104390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104392.312500 Penalty: 3303.645264
	Iteration 15Q: 3 clusters Score -104392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104396.765625 Penalty: 3303.645264
	Iteration 16Q: 3 clusters Score -104396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -104400.914062 Penalty: 3303.645264
	Iteration 17Q: 3 clusters Score -104400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -104404.992188 Penalty: 3303.645264
	Iteration 18Q: 3 clusters Score -104405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104410.710938 Penalty: 3303.645264
	Iteration 19Q: 3 clusters Score -104410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104422.640625 Penalty: 3303.645264
	Iteration 20F: 3 clusters Score -104422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104456.257812 Penalty: 3303.645264
	Iteration 21Q: 3 clusters Score -104456.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104472.031250 Penalty: 3303.645264
	Iteration 22Q: 3 clusters Score -104472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104495.640625 Penalty: 3303.645264
	Iteration 23Q: 3 clusters Score -104495.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -104525.289062 Penalty: 3303.645264
	Iteration 24Q: 3 clusters Score -104525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104542.617188 Penalty: 3303.645264
	Iteration 25Q: 3 clusters Score -104542.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104560.984375 Penalty: 3303.645264
	Iteration 26Q: 3 clusters Score -104561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104579.031250 Penalty: 3303.645264
	Iteration 27Q: 3 clusters Score -104579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104594.921875 Penalty: 3303.645264
	Iteration 28Q: 3 clusters Score -104594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104601.664062 Penalty: 3303.645264
	Iteration 29Q: 3 clusters Score -104601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104614.992188 Penalty: 3303.645264
	Iteration 30Q: 3 clusters Score -104615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104639.109375 Penalty: 3303.645264
	Iteration 31Q: 3 clusters Score -104639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -104684.007812 Penalty: 3303.645264
	Iteration 32Q: 3 clusters Score -104684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104720.046875 Penalty: 3303.645264
	Iteration 33Q: 3 clusters Score -104720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104752.593750 Penalty: 3303.645264
	Iteration 34Q: 3 clusters Score -104752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104770.828125 Penalty: 3303.645264
	Iteration 35Q: 3 clusters Score -104770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -104783.492188 Penalty: 3303.645264
	Iteration 36Q: 3 clusters Score -104783.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -104785.929688 Penalty: 3303.645264
	Iteration 37Q: 3 clusters Score -104785.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -104785.929688 Penalty: 3303.645264
	Iteration 38F: 3 clusters Score -104785.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Entering Unmasked Estep 
Score: -8907960.000000 Penalty: 2671.740723
	Iteration 0F: 2 clusters Score -8907960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -8877923.000000 Penalty: 5343.481445
	Iteration 0F: 3 clusters Score -8877923 nChanged 22002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -8889852.000000 Penalty: 5343.481445
	Iteration 1F: 3 clusters Score -8889852 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -8890330.000000 Penalty: 5343.481445
	Iteration 2Q: 3 clusters Score -8890330 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -8890772.000000 Penalty: 5343.481445
	Iteration 3Q: 3 clusters Score -8890772 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -8891084.000000 Penalty: 5343.481445
	Iteration 4Q: 3 clusters Score -8891084 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8891428.000000 Penalty: 5343.481445
	Iteration 5Q: 3 clusters Score -8891428 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -8891771.000000 Penalty: 5343.481445
	Iteration 6Q: 3 clusters Score -8891771 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -8892104.000000 Penalty: 5343.481445
	Iteration 7Q: 3 clusters Score -8892104 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -8892525.000000 Penalty: 5343.481445
	Iteration 8Q: 3 clusters Score -8892525 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -8893125.000000 Penalty: 5343.481445
	Iteration 9Q: 3 clusters Score -8893125 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -8893902.000000 Penalty: 5343.481445
	Iteration 10Q: 3 clusters Score -8893902 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -8895080.000000 Penalty: 5343.481445
	Iteration 11Q: 3 clusters Score -8895080 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -8896708.000000 Penalty: 5343.481445
	Iteration 12F: 3 clusters Score -8896708 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -8898796.000000 Penalty: 5343.481445
	Iteration 13F: 3 clusters Score -8898796 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -8901023.000000 Penalty: 5343.481445
	Iteration 14F: 3 clusters Score -8901023 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -8902941.000000 Penalty: 5343.481445
	Iteration 15F: 3 clusters Score -8902941 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8904306.000000 Penalty: 5343.481445
	Iteration 16Q: 3 clusters Score -8904306 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8904999.000000 Penalty: 5343.481445
	Iteration 17Q: 3 clusters Score -8904999 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8905447.000000 Penalty: 5343.481445
	Iteration 18Q: 3 clusters Score -8905447 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8905645.000000 Penalty: 5343.481445
	Iteration 19Q: 3 clusters Score -8905645 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8905723.000000 Penalty: 5343.481445
	Iteration 20F: 3 clusters Score -8905723 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8905794.000000 Penalty: 5343.481445
	Iteration 21Q: 3 clusters Score -8905794 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8905832.000000 Penalty: 5343.481445
	Iteration 22Q: 3 clusters Score -8905832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8905834.000000 Penalty: 5343.481445
	Iteration 23Q: 3 clusters Score -8905834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8905833.000000 Penalty: 5343.481445
	Iteration 24Q: 3 clusters Score -8905833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8905835.000000 Penalty: 5343.481445
	Iteration 25Q: 3 clusters Score -8905835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8905829.000000 Penalty: 5343.481445
	Iteration 26Q: 3 clusters Score -8905829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8905847.000000 Penalty: 5343.481445
	Iteration 27Q: 3 clusters Score -8905847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8905853.000000 Penalty: 5343.481445
	Iteration 28Q: 3 clusters Score -8905853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8905846.000000 Penalty: 5343.481445
	Iteration 29Q: 3 clusters Score -8905846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8905848.000000 Penalty: 5343.481445
	Iteration 30Q: 3 clusters Score -8905848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8905848.000000 Penalty: 5343.481445
	Iteration 31F: 3 clusters Score -8905848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -24877.449219 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -24877.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23811.703125 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -23811.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24017.332031 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -24017.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24065.611328 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -24065.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24101.359375 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -24101.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24118.628906 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -24118.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24134.169922 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -24134.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24147.886719 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -24147.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24163.861328 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -24163.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24177.421875 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -24177.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24180.169922 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -24180.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24182.796875 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -24182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24188.556641 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -24188.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24190.382812 Penalty: 2856.415283
	Iteration 12F: 3 clusters Score -24190.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24232.097656 Penalty: 2856.415283
	Iteration 13Q: 3 clusters Score -24232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24257.511719 Penalty: 2856.415283
	Iteration 14Q: 3 clusters Score -24257.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24264.181641 Penalty: 2856.415283
	Iteration 15Q: 3 clusters Score -24264.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24281.150391 Penalty: 2856.415283
	Iteration 16Q: 3 clusters Score -24281.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24303.646484 Penalty: 2856.415283
	Iteration 17Q: 3 clusters Score -24303.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24316.677734 Penalty: 2856.415283
	Iteration 18Q: 3 clusters Score -24316.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24320.132812 Penalty: 2856.415283
	Iteration 19Q: 3 clusters Score -24320.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24320.404297 Penalty: 2856.415283
	Iteration 20F: 3 clusters Score -24320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24327.517578 Penalty: 2856.415283
	Iteration 21Q: 3 clusters Score -24327.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24329.236328 Penalty: 2856.415283
	Iteration 22Q: 3 clusters Score -24329.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24377.273438 Penalty: 2856.415283
	Iteration 23Q: 3 clusters Score -24377.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24414.279297 Penalty: 2856.415283
	Iteration 24Q: 3 clusters Score -24414.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24430.505859 Penalty: 2856.415283
	Iteration 25Q: 3 clusters Score -24430.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24430.505859 Penalty: 2856.415283
	Iteration 26F: 3 clusters Score -24430.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -302686.125000 Penalty: 1856.123413
	Iteration 0F: 2 clusters Score -302686.1 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 834 members 
Entering Unmasked Estep 
Score: -300284.250000 Penalty: 3712.246826
	Iteration 0F: 3 clusters Score -300284.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -300916.875000 Penalty: 3712.246826
	Iteration 1F: 3 clusters Score -300916.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -301351.812500 Penalty: 3712.246826
	Iteration 2F: 3 clusters Score -301351.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -301702.687500 Penalty: 3712.246826
	Iteration 3F: 3 clusters Score -301702.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -301977.656250 Penalty: 3712.246826
	Iteration 4F: 3 clusters Score -301977.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -302160.125000 Penalty: 3712.246826
	Iteration 5F: 3 clusters Score -302160.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -302255.031250 Penalty: 3712.246826
	Iteration 6Q: 3 clusters Score -302255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -302310.906250 Penalty: 3712.246826
	Iteration 7Q: 3 clusters Score -302310.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -302348.687500 Penalty: 3712.246826
	Iteration 8Q: 3 clusters Score -302348.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -302382.468750 Penalty: 3712.246826
	Iteration 9Q: 3 clusters Score -302382.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -302407.968750 Penalty: 3712.246826
	Iteration 10Q: 3 clusters Score -302408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -302422.656250 Penalty: 3712.246826
	Iteration 11Q: 3 clusters Score -302422.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -302429.000000 Penalty: 3712.246826
	Iteration 12Q: 3 clusters Score -302429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -302436.562500 Penalty: 3712.246826
	Iteration 13Q: 3 clusters Score -302436.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -302444.156250 Penalty: 3712.246826
	Iteration 14Q: 3 clusters Score -302444.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -302452.375000 Penalty: 3712.246826
	Iteration 15Q: 3 clusters Score -302452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -302465.843750 Penalty: 3712.246826
	Iteration 16Q: 3 clusters Score -302465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -302470.593750 Penalty: 3712.246826
	Iteration 17Q: 3 clusters Score -302470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -302473.750000 Penalty: 3712.246826
	Iteration 18Q: 3 clusters Score -302473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -302473.750000 Penalty: 3712.246826
	Iteration 19F: 3 clusters Score -302473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -127706.070312 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -127706.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -126026.085938 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -126026.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -126441.078125 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -126441.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -126827.953125 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -126828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -127168.085938 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -127168.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -127564.226562 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -127564.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -127891.195312 Penalty: 3274.210205
	Iteration 5F: 3 clusters Score -127891.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -128098.828125 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -128098.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -128172.781250 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -128172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -128196.617188 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -128196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -128198.500000 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -128198.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -128198.500000 Penalty: 3274.210205
	Iteration 10F: 3 clusters Score -128198.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46561 members 
Mstep: Class 3 contains 45083 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 43452 members 
Mstep: Class 6 contains 47846 members 
Mstep: Class 7 contains 44827 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47722 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 31829 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 43226 members 
Mstep: Class 17 contains 42621 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45877 members 
Mstep: Class 20 contains 45070 members 
Mstep: Class 21 contains 44253 members 
Mstep: Class 22 contains 47709 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 260 members 
Entering Unmasked Estep 
Score: -106676440.000000 Penalty: 79037.695312
Splitting cluster 12 changes total score from -106677352.000000 to -106676440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (31829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Entering Unmasked Estep 
Score: -5734248.500000 Penalty: 2571.297119
	Iteration 0F: 2 clusters Score -5734248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5712449.500000 Penalty: 5142.594238
	Iteration 0F: 3 clusters Score -5712450 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -5720245.500000 Penalty: 5142.594238
	Iteration 1F: 3 clusters Score -5720246 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -5720806.000000 Penalty: 5142.594238
	Iteration 2Q: 3 clusters Score -5720806 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -5721408.000000 Penalty: 5142.594238
	Iteration 3Q: 3 clusters Score -5721408 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -5722130.000000 Penalty: 5142.594238
	Iteration 4Q: 3 clusters Score -5722130 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -5723163.500000 Penalty: 5142.594238
	Iteration 5F: 3 clusters Score -5723164 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -5724683.000000 Penalty: 5142.594238
	Iteration 6F: 3 clusters Score -5724683 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -5726651.000000 Penalty: 5142.594238
	Iteration 7F: 3 clusters Score -5726651 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -5728542.500000 Penalty: 5142.594238
	Iteration 8F: 3 clusters Score -5728542 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -5730152.500000 Penalty: 5142.594238
	Iteration 9F: 3 clusters Score -5730152 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -5731308.000000 Penalty: 5142.594238
	Iteration 10Q: 3 clusters Score -5731308 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -5732019.500000 Penalty: 5142.594238
	Iteration 11Q: 3 clusters Score -5732020 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -5732362.500000 Penalty: 5142.594238
	Iteration 12Q: 3 clusters Score -5732362 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -5732466.000000 Penalty: 5142.594238
	Iteration 13Q: 3 clusters Score -5732466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -5732513.000000 Penalty: 5142.594238
	Iteration 14Q: 3 clusters Score -5732513 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -5732538.000000 Penalty: 5142.594238
	Iteration 15Q: 3 clusters Score -5732538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5732554.000000 Penalty: 5142.594238
	Iteration 16Q: 3 clusters Score -5732554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -5732557.000000 Penalty: 5142.594238
	Iteration 17Q: 3 clusters Score -5732557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5732562.500000 Penalty: 5142.594238
	Iteration 18Q: 3 clusters Score -5732562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -5732562.000000 Penalty: 5142.594238
	Iteration 19Q: 3 clusters Score -5732562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -5732564.500000 Penalty: 5142.594238
	Iteration 20F: 3 clusters Score -5732564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -5732560.500000 Penalty: 5142.594238
	Iteration 21Q: 3 clusters Score -5732560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5732559.500000 Penalty: 5142.594238
	Iteration 22Q: 3 clusters Score -5732560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -5732560.500000 Penalty: 5142.594238
	Iteration 23Q: 3 clusters Score -5732560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -5732568.500000 Penalty: 5142.594238
	Iteration 24Q: 3 clusters Score -5732568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -5732565.000000 Penalty: 5142.594238
	Iteration 25Q: 3 clusters Score -5732565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -5732565.000000 Penalty: 5142.594238
	Iteration 26Q: 3 clusters Score -5732565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -5732568.000000 Penalty: 5142.594238
	Iteration 27Q: 3 clusters Score -5732568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -5732568.000000 Penalty: 5142.594238
	Iteration 28Q: 3 clusters Score -5732568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -5732566.000000 Penalty: 5142.594238
	Iteration 29Q: 3 clusters Score -5732566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -5732570.500000 Penalty: 5142.594238
	Iteration 30Q: 3 clusters Score -5732570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -5732570.500000 Penalty: 5142.594238
	Iteration 31F: 3 clusters Score -5732570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -274854.562500 Penalty: 1810.349731
	Iteration 0F: 2 clusters Score -274854.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -272560.437500 Penalty: 3620.699463
	Iteration 0F: 3 clusters Score -272560.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -272909.812500 Penalty: 3620.699463
	Iteration 1F: 3 clusters Score -272909.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -272996.781250 Penalty: 3620.699463
	Iteration 2F: 3 clusters Score -272996.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -273037.250000 Penalty: 3620.699463
	Iteration 3Q: 3 clusters Score -273037.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -273070.687500 Penalty: 3620.699463
	Iteration 4Q: 3 clusters Score -273070.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -273091.781250 Penalty: 3620.699463
	Iteration 5Q: 3 clusters Score -273091.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -273110.968750 Penalty: 3620.699463
	Iteration 6Q: 3 clusters Score -273111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -273129.687500 Penalty: 3620.699463
	Iteration 7Q: 3 clusters Score -273129.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -273138.156250 Penalty: 3620.699463
	Iteration 8Q: 3 clusters Score -273138.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -273146.656250 Penalty: 3620.699463
	Iteration 9Q: 3 clusters Score -273146.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -273154.875000 Penalty: 3620.699463
	Iteration 10Q: 3 clusters Score -273154.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -273160.781250 Penalty: 3620.699463
	Iteration 11Q: 3 clusters Score -273160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -273163.218750 Penalty: 3620.699463
	Iteration 12Q: 3 clusters Score -273163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -273163.781250 Penalty: 3620.699463
	Iteration 13Q: 3 clusters Score -273163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -273164.343750 Penalty: 3620.699463
	Iteration 14Q: 3 clusters Score -273164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -273166.687500 Penalty: 3620.699463
	Iteration 15Q: 3 clusters Score -273166.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -273170.406250 Penalty: 3620.699463
	Iteration 16Q: 3 clusters Score -273170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -273170.406250 Penalty: 3620.699463
	Iteration 17F: 3 clusters Score -273170.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -141038.484375 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -141038.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -139167.343750 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -139167.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -139485.500000 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -139485.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -139587.218750 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -139587.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -139639.359375 Penalty: 3374.538574
	Iteration 3Q: 3 clusters Score -139639.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -139669.859375 Penalty: 3374.538574
	Iteration 4Q: 3 clusters Score -139669.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -139690.046875 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -139690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -139700.015625 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -139700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -139711.968750 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -139712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -139724.859375 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -139724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -139738.375000 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -139738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -139751.265625 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -139751.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -139766.921875 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -139766.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -139776.468750 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -139776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -139779.156250 Penalty: 3374.538574
	Iteration 13Q: 3 clusters Score -139779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -139789.890625 Penalty: 3374.538574
	Iteration 14Q: 3 clusters Score -139789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -139794.625000 Penalty: 3374.538574
	Iteration 15Q: 3 clusters Score -139794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -139795.984375 Penalty: 3374.538574
	Iteration 16Q: 3 clusters Score -139796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -139798.640625 Penalty: 3374.538574
	Iteration 17Q: 3 clusters Score -139798.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -139810.031250 Penalty: 3374.538574
	Iteration 18Q: 3 clusters Score -139810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -139813.375000 Penalty: 3374.538574
	Iteration 19Q: 3 clusters Score -139813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -139814.609375 Penalty: 3374.538574
	Iteration 20F: 3 clusters Score -139814.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Entering Unmasked Estep 
Score: -7996414.000000 Penalty: 2647.200928
	Iteration 0F: 2 clusters Score -7996414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -7967739.500000 Penalty: 5294.401855
	Iteration 0F: 3 clusters Score -7967740 nChanged 19784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -7978562.000000 Penalty: 5294.401855
	Iteration 1F: 3 clusters Score -7978562 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -7979034.500000 Penalty: 5294.401855
	Iteration 2Q: 3 clusters Score -7979034 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -7979459.500000 Penalty: 5294.401855
	Iteration 3Q: 3 clusters Score -7979460 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -7979809.000000 Penalty: 5294.401855
	Iteration 4Q: 3 clusters Score -7979809 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -7980128.000000 Penalty: 5294.401855
	Iteration 5Q: 3 clusters Score -7980128 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -7980497.000000 Penalty: 5294.401855
	Iteration 6Q: 3 clusters Score -7980497 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -7981105.500000 Penalty: 5294.401855
	Iteration 7Q: 3 clusters Score -7981106 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -7981882.500000 Penalty: 5294.401855
	Iteration 8Q: 3 clusters Score -7981882 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -7983001.500000 Penalty: 5294.401855
	Iteration 9Q: 3 clusters Score -7983002 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -7984523.500000 Penalty: 5294.401855
	Iteration 10Q: 3 clusters Score -7984524 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -7986220.500000 Penalty: 5294.401855
	Iteration 11F: 3 clusters Score -7986220 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -7987975.500000 Penalty: 5294.401855
	Iteration 12F: 3 clusters Score -7987976 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -7989458.500000 Penalty: 5294.401855
	Iteration 13Q: 3 clusters Score -7989458 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -7990557.000000 Penalty: 5294.401855
	Iteration 14Q: 3 clusters Score -7990557 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -7991445.000000 Penalty: 5294.401855
	Iteration 15Q: 3 clusters Score -7991445 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -7992040.500000 Penalty: 5294.401855
	Iteration 16Q: 3 clusters Score -7992040 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -7992538.500000 Penalty: 5294.401855
	Iteration 17Q: 3 clusters Score -7992538 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -7992873.500000 Penalty: 5294.401855
	Iteration 18Q: 3 clusters Score -7992874 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -7993150.500000 Penalty: 5294.401855
	Iteration 19Q: 3 clusters Score -7993150 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7993394.000000 Penalty: 5294.401855
	Iteration 20F: 3 clusters Score -7993394 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7993605.500000 Penalty: 5294.401855
	Iteration 21Q: 3 clusters Score -7993606 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7993779.000000 Penalty: 5294.401855
	Iteration 22Q: 3 clusters Score -7993779 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7993893.000000 Penalty: 5294.401855
	Iteration 23Q: 3 clusters Score -7993893 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7993981.000000 Penalty: 5294.401855
	Iteration 24Q: 3 clusters Score -7993981 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7994029.500000 Penalty: 5294.401855
	Iteration 25Q: 3 clusters Score -7994030 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7994075.500000 Penalty: 5294.401855
	Iteration 26Q: 3 clusters Score -7994076 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7994117.500000 Penalty: 5294.401855
	Iteration 27Q: 3 clusters Score -7994118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7994155.500000 Penalty: 5294.401855
	Iteration 28Q: 3 clusters Score -7994156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7994191.000000 Penalty: 5294.401855
	Iteration 29Q: 3 clusters Score -7994191 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7994221.500000 Penalty: 5294.401855
	Iteration 30Q: 3 clusters Score -7994222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7994229.500000 Penalty: 5294.401855
	Iteration 31Q: 3 clusters Score -7994230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7994241.000000 Penalty: 5294.401855
	Iteration 32Q: 3 clusters Score -7994241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7994242.000000 Penalty: 5294.401855
	Iteration 33Q: 3 clusters Score -7994242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7994254.500000 Penalty: 5294.401855
	Iteration 34Q: 3 clusters Score -7994254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7994272.000000 Penalty: 5294.401855
	Iteration 35Q: 3 clusters Score -7994272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7994277.500000 Penalty: 5294.401855
	Iteration 36Q: 3 clusters Score -7994278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7994272.000000 Penalty: 5294.401855
	Iteration 37Q: 3 clusters Score -7994272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7994283.000000 Penalty: 5294.401855
	Iteration 38Q: 3 clusters Score -7994283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7994276.000000 Penalty: 5294.401855
	Iteration 39Q: 3 clusters Score -7994276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7994285.000000 Penalty: 5294.401855
	Iteration 40F: 3 clusters Score -7994285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7994281.500000 Penalty: 5294.401855
	Iteration 41Q: 3 clusters Score -7994282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7994279.000000 Penalty: 5294.401855
	Iteration 42Q: 3 clusters Score -7994279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7994281.500000 Penalty: 5294.401855
	Iteration 43Q: 3 clusters Score -7994282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7994280.500000 Penalty: 5294.401855
	Iteration 44Q: 3 clusters Score -7994280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7994280.500000 Penalty: 5294.401855
	Iteration 45Q: 3 clusters Score -7994280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7994278.500000 Penalty: 5294.401855
	Iteration 46Q: 3 clusters Score -7994278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7994275.500000 Penalty: 5294.401855
	Iteration 47Q: 3 clusters Score -7994276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7994278.000000 Penalty: 5294.401855
	Iteration 48Q: 3 clusters Score -7994278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7994282.500000 Penalty: 5294.401855
	Iteration 49Q: 3 clusters Score -7994282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7994279.500000 Penalty: 5294.401855
	Iteration 50Q: 3 clusters Score -7994280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7994274.500000 Penalty: 5294.401855
	Iteration 51Q: 3 clusters Score -7994274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7994289.500000 Penalty: 5294.401855
	Iteration 52Q: 3 clusters Score -7994290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7994294.000000 Penalty: 5294.401855
	Iteration 53Q: 3 clusters Score -7994294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7994292.500000 Penalty: 5294.401855
	Iteration 54Q: 3 clusters Score -7994292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7994300.500000 Penalty: 5294.401855
	Iteration 55Q: 3 clusters Score -7994300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7994305.500000 Penalty: 5294.401855
	Iteration 56Q: 3 clusters Score -7994306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7994298.000000 Penalty: 5294.401855
	Iteration 57Q: 3 clusters Score -7994298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7994304.500000 Penalty: 5294.401855
	Iteration 58Q: 3 clusters Score -7994304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7994311.500000 Penalty: 5294.401855
	Iteration 59Q: 3 clusters Score -7994312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7994306.500000 Penalty: 5294.401855
	Iteration 60F: 3 clusters Score -7994306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7994304.500000 Penalty: 5294.401855
	Iteration 61Q: 3 clusters Score -7994304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7994296.500000 Penalty: 5294.401855
	Iteration 62Q: 3 clusters Score -7994296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7994298.500000 Penalty: 5294.401855
	Iteration 63Q: 3 clusters Score -7994298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7994308.500000 Penalty: 5294.401855
	Iteration 64Q: 3 clusters Score -7994308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7994304.500000 Penalty: 5294.401855
	Iteration 65Q: 3 clusters Score -7994304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7994306.500000 Penalty: 5294.401855
	Iteration 66Q: 3 clusters Score -7994306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7994307.500000 Penalty: 5294.401855
	Iteration 67Q: 3 clusters Score -7994308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7994314.000000 Penalty: 5294.401855
	Iteration 68Q: 3 clusters Score -7994314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7994314.000000 Penalty: 5294.401855
	Iteration 69F: 3 clusters Score -7994314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Entering Unmasked Estep 
Score: -7904283.500000 Penalty: 2643.705566
	Iteration 0F: 2 clusters Score -7904284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -7875732.000000 Penalty: 5287.411133
	Iteration 0F: 3 clusters Score -7875732 nChanged 19481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -7886535.500000 Penalty: 5287.411133
	Iteration 1F: 3 clusters Score -7886536 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -7887393.500000 Penalty: 5287.411133
	Iteration 2Q: 3 clusters Score -7887394 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -7888397.500000 Penalty: 5287.411133
	Iteration 3F: 3 clusters Score -7888398 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -7889557.500000 Penalty: 5287.411133
	Iteration 4F: 3 clusters Score -7889558 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -7891017.000000 Penalty: 5287.411133
	Iteration 5F: 3 clusters Score -7891017 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -7892662.500000 Penalty: 5287.411133
	Iteration 6F: 3 clusters Score -7892662 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -7894316.500000 Penalty: 5287.411133
	Iteration 7F: 3 clusters Score -7894316 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -7895999.000000 Penalty: 5287.411133
	Iteration 8F: 3 clusters Score -7895999 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -7897356.500000 Penalty: 5287.411133
	Iteration 9Q: 3 clusters Score -7897356 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -7898490.000000 Penalty: 5287.411133
	Iteration 10Q: 3 clusters Score -7898490 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -7899330.000000 Penalty: 5287.411133
	Iteration 11Q: 3 clusters Score -7899330 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -7899904.500000 Penalty: 5287.411133
	Iteration 12Q: 3 clusters Score -7899904 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -7900322.500000 Penalty: 5287.411133
	Iteration 13Q: 3 clusters Score -7900322 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -7900623.000000 Penalty: 5287.411133
	Iteration 14Q: 3 clusters Score -7900623 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7900904.000000 Penalty: 5287.411133
	Iteration 15Q: 3 clusters Score -7900904 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7901148.000000 Penalty: 5287.411133
	Iteration 16Q: 3 clusters Score -7901148 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7901340.000000 Penalty: 5287.411133
	Iteration 17Q: 3 clusters Score -7901340 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7901515.000000 Penalty: 5287.411133
	Iteration 18Q: 3 clusters Score -7901515 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7901637.500000 Penalty: 5287.411133
	Iteration 19Q: 3 clusters Score -7901638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7901752.500000 Penalty: 5287.411133
	Iteration 20F: 3 clusters Score -7901752 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7901825.000000 Penalty: 5287.411133
	Iteration 21Q: 3 clusters Score -7901825 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7901850.500000 Penalty: 5287.411133
	Iteration 22Q: 3 clusters Score -7901850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7901883.000000 Penalty: 5287.411133
	Iteration 23Q: 3 clusters Score -7901883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7901898.500000 Penalty: 5287.411133
	Iteration 24Q: 3 clusters Score -7901898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7901934.000000 Penalty: 5287.411133
	Iteration 25Q: 3 clusters Score -7901934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7901956.000000 Penalty: 5287.411133
	Iteration 26Q: 3 clusters Score -7901956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7901955.000000 Penalty: 5287.411133
	Iteration 27Q: 3 clusters Score -7901955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7901957.500000 Penalty: 5287.411133
	Iteration 28Q: 3 clusters Score -7901958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7901971.000000 Penalty: 5287.411133
	Iteration 29Q: 3 clusters Score -7901971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7901973.500000 Penalty: 5287.411133
	Iteration 30Q: 3 clusters Score -7901974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7901985.500000 Penalty: 5287.411133
	Iteration 31Q: 3 clusters Score -7901986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7901989.000000 Penalty: 5287.411133
	Iteration 32Q: 3 clusters Score -7901989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7901998.500000 Penalty: 5287.411133
	Iteration 33Q: 3 clusters Score -7901998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7902006.500000 Penalty: 5287.411133
	Iteration 34Q: 3 clusters Score -7902006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7902015.500000 Penalty: 5287.411133
	Iteration 35Q: 3 clusters Score -7902016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7902021.000000 Penalty: 5287.411133
	Iteration 36Q: 3 clusters Score -7902021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7902037.500000 Penalty: 5287.411133
	Iteration 37Q: 3 clusters Score -7902038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7902031.000000 Penalty: 5287.411133
	Iteration 38Q: 3 clusters Score -7902031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7902043.000000 Penalty: 5287.411133
	Iteration 39Q: 3 clusters Score -7902043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7902042.500000 Penalty: 5287.411133
	Iteration 40F: 3 clusters Score -7902042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7902051.500000 Penalty: 5287.411133
	Iteration 41Q: 3 clusters Score -7902052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7902045.000000 Penalty: 5287.411133
	Iteration 42Q: 3 clusters Score -7902045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7902056.500000 Penalty: 5287.411133
	Iteration 43Q: 3 clusters Score -7902056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7902059.500000 Penalty: 5287.411133
	Iteration 44Q: 3 clusters Score -7902060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7902060.500000 Penalty: 5287.411133
	Iteration 45Q: 3 clusters Score -7902060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7902053.000000 Penalty: 5287.411133
	Iteration 46Q: 3 clusters Score -7902053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7902054.000000 Penalty: 5287.411133
	Iteration 47Q: 3 clusters Score -7902054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7902055.500000 Penalty: 5287.411133
	Iteration 48Q: 3 clusters Score -7902056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7902062.000000 Penalty: 5287.411133
	Iteration 49Q: 3 clusters Score -7902062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7902065.500000 Penalty: 5287.411133
	Iteration 50Q: 3 clusters Score -7902066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7902063.500000 Penalty: 5287.411133
	Iteration 51Q: 3 clusters Score -7902064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7902069.500000 Penalty: 5287.411133
	Iteration 52Q: 3 clusters Score -7902070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7902077.000000 Penalty: 5287.411133
	Iteration 53Q: 3 clusters Score -7902077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7902081.500000 Penalty: 5287.411133
	Iteration 54Q: 3 clusters Score -7902082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7902078.500000 Penalty: 5287.411133
	Iteration 55Q: 3 clusters Score -7902078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7902088.000000 Penalty: 5287.411133
	Iteration 56Q: 3 clusters Score -7902088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7902083.000000 Penalty: 5287.411133
	Iteration 57Q: 3 clusters Score -7902083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7902093.000000 Penalty: 5287.411133
	Iteration 58Q: 3 clusters Score -7902093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7902089.500000 Penalty: 5287.411133
	Iteration 59Q: 3 clusters Score -7902090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7902088.000000 Penalty: 5287.411133
	Iteration 60F: 3 clusters Score -7902088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7902093.000000 Penalty: 5287.411133
	Iteration 61Q: 3 clusters Score -7902093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7902094.000000 Penalty: 5287.411133
	Iteration 62Q: 3 clusters Score -7902094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7902094.000000 Penalty: 5287.411133
	Iteration 63F: 3 clusters Score -7902094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -167394.125000 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -167394.1 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 479 members 
Entering Unmasked Estep 
Score: -165516.421875 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -165516.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -165783.343750 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -165783.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165845.781250 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -165845.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165876.906250 Penalty: 3403.408936
	Iteration 3Q: 3 clusters Score -165876.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -165893.453125 Penalty: 3403.408936
	Iteration 4Q: 3 clusters Score -165893.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -165900.500000 Penalty: 3403.408936
	Iteration 5Q: 3 clusters Score -165900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165902.515625 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -165902.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -165902.828125 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -165902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -165902.828125 Penalty: 3403.408936
	Iteration 8F: 3 clusters Score -165902.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Entering Unmasked Estep 
Score: -8464879.000000 Penalty: 2661.962402
	Iteration 0F: 2 clusters Score -8464879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8435013.000000 Penalty: 5323.924805
	Iteration 0F: 3 clusters Score -8435013 nChanged 21014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -8446598.000000 Penalty: 5323.924805
	Iteration 1F: 3 clusters Score -8446598 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -8447118.000000 Penalty: 5323.924805
	Iteration 2Q: 3 clusters Score -8447118 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -8447621.000000 Penalty: 5323.924805
	Iteration 3Q: 3 clusters Score -8447621 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -8448210.000000 Penalty: 5323.924805
	Iteration 4Q: 3 clusters Score -8448210 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -8448886.000000 Penalty: 5323.924805
	Iteration 5Q: 3 clusters Score -8448886 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -8449805.000000 Penalty: 5323.924805
	Iteration 6Q: 3 clusters Score -8449805 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -8451162.000000 Penalty: 5323.924805
	Iteration 7Q: 3 clusters Score -8451162 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -8452905.000000 Penalty: 5323.924805
	Iteration 8F: 3 clusters Score -8452905 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -8454847.000000 Penalty: 5323.924805
	Iteration 9F: 3 clusters Score -8454847 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -8456735.000000 Penalty: 5323.924805
	Iteration 10F: 3 clusters Score -8456735 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -8458405.000000 Penalty: 5323.924805
	Iteration 11Q: 3 clusters Score -8458405 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -8459515.000000 Penalty: 5323.924805
	Iteration 12Q: 3 clusters Score -8459515 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -8460329.000000 Penalty: 5323.924805
	Iteration 13Q: 3 clusters Score -8460329 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -8460940.000000 Penalty: 5323.924805
	Iteration 14Q: 3 clusters Score -8460940 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -8461336.000000 Penalty: 5323.924805
	Iteration 15Q: 3 clusters Score -8461336 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -8461694.000000 Penalty: 5323.924805
	Iteration 16Q: 3 clusters Score -8461694 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -8461937.000000 Penalty: 5323.924805
	Iteration 17Q: 3 clusters Score -8461937 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -8462143.000000 Penalty: 5323.924805
	Iteration 18Q: 3 clusters Score -8462143 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -8462321.000000 Penalty: 5323.924805
	Iteration 19Q: 3 clusters Score -8462321 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -8462424.000000 Penalty: 5323.924805
	Iteration 20F: 3 clusters Score -8462424 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -8462518.000000 Penalty: 5323.924805
	Iteration 21Q: 3 clusters Score -8462518 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -8462583.000000 Penalty: 5323.924805
	Iteration 22Q: 3 clusters Score -8462583 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -8462651.000000 Penalty: 5323.924805
	Iteration 23Q: 3 clusters Score -8462651 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -8462678.000000 Penalty: 5323.924805
	Iteration 24Q: 3 clusters Score -8462678 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -8462721.000000 Penalty: 5323.924805
	Iteration 25Q: 3 clusters Score -8462721 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -8462765.000000 Penalty: 5323.924805
	Iteration 26Q: 3 clusters Score -8462765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8462776.000000 Penalty: 5323.924805
	Iteration 27Q: 3 clusters Score -8462776 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -8462800.000000 Penalty: 5323.924805
	Iteration 28Q: 3 clusters Score -8462800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -8462814.000000 Penalty: 5323.924805
	Iteration 29Q: 3 clusters Score -8462814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -8462818.000000 Penalty: 5323.924805
	Iteration 30Q: 3 clusters Score -8462818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -8462819.000000 Penalty: 5323.924805
	Iteration 31Q: 3 clusters Score -8462819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -8462829.000000 Penalty: 5323.924805
	Iteration 32Q: 3 clusters Score -8462829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8462847.000000 Penalty: 5323.924805
	Iteration 33Q: 3 clusters Score -8462847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -8462846.000000 Penalty: 5323.924805
	Iteration 34Q: 3 clusters Score -8462846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -8462850.000000 Penalty: 5323.924805
	Iteration 35Q: 3 clusters Score -8462850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8462850.000000 Penalty: 5323.924805
	Iteration 36Q: 3 clusters Score -8462850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -8462845.000000 Penalty: 5323.924805
	Iteration 37Q: 3 clusters Score -8462845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8462860.000000 Penalty: 5323.924805
	Iteration 38Q: 3 clusters Score -8462860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -8462860.000000 Penalty: 5323.924805
	Iteration 39Q: 3 clusters Score -8462860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -8462868.000000 Penalty: 5323.924805
	Iteration 40F: 3 clusters Score -8462868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -8462863.000000 Penalty: 5323.924805
	Iteration 41Q: 3 clusters Score -8462863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -8462868.000000 Penalty: 5323.924805
	Iteration 42Q: 3 clusters Score -8462868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8462876.000000 Penalty: 5323.924805
	Iteration 43Q: 3 clusters Score -8462876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8462871.000000 Penalty: 5323.924805
	Iteration 44Q: 3 clusters Score -8462871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8462869.000000 Penalty: 5323.924805
	Iteration 45Q: 3 clusters Score -8462869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -8462863.000000 Penalty: 5323.924805
	Iteration 46Q: 3 clusters Score -8462863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -8462877.000000 Penalty: 5323.924805
	Iteration 47Q: 3 clusters Score -8462877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -8462874.000000 Penalty: 5323.924805
	Iteration 48Q: 3 clusters Score -8462874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -8462873.000000 Penalty: 5323.924805
	Iteration 49Q: 3 clusters Score -8462873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8462872.000000 Penalty: 5323.924805
	Iteration 50Q: 3 clusters Score -8462872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -8462878.000000 Penalty: 5323.924805
	Iteration 51Q: 3 clusters Score -8462878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -8462874.000000 Penalty: 5323.924805
	Iteration 52Q: 3 clusters Score -8462874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -8462877.000000 Penalty: 5323.924805
	Iteration 53Q: 3 clusters Score -8462877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8462887.000000 Penalty: 5323.924805
	Iteration 54Q: 3 clusters Score -8462887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -8462887.000000 Penalty: 5323.924805
	Iteration 55Q: 3 clusters Score -8462887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -8462886.000000 Penalty: 5323.924805
	Iteration 56Q: 3 clusters Score -8462886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -8462888.000000 Penalty: 5323.924805
	Iteration 57Q: 3 clusters Score -8462888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -8462888.000000 Penalty: 5323.924805
	Iteration 58Q: 3 clusters Score -8462888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -8462890.000000 Penalty: 5323.924805
	Iteration 59Q: 3 clusters Score -8462890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -8462890.000000 Penalty: 5323.924805
	Iteration 60F: 3 clusters Score -8462890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -8366482.000000 Penalty: 2657.561035
	Iteration 0F: 2 clusters Score -8366482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8336789.500000 Penalty: 5315.122070
	Iteration 0F: 3 clusters Score -8336790 nChanged 20682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -8348221.000000 Penalty: 5315.122070
	Iteration 1F: 3 clusters Score -8348221 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -8348623.000000 Penalty: 5315.122070
	Iteration 2Q: 3 clusters Score -8348623 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -8349064.500000 Penalty: 5315.122070
	Iteration 3Q: 3 clusters Score -8349064 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -8349482.000000 Penalty: 5315.122070
	Iteration 4Q: 3 clusters Score -8349482 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -8349966.000000 Penalty: 5315.122070
	Iteration 5Q: 3 clusters Score -8349966 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -8350582.500000 Penalty: 5315.122070
	Iteration 6Q: 3 clusters Score -8350582 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -8351522.500000 Penalty: 5315.122070
	Iteration 7Q: 3 clusters Score -8351522 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -8352711.500000 Penalty: 5315.122070
	Iteration 8Q: 3 clusters Score -8352712 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -8354282.500000 Penalty: 5315.122070
	Iteration 9F: 3 clusters Score -8354282 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -8356076.000000 Penalty: 5315.122070
	Iteration 10F: 3 clusters Score -8356076 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -8358011.500000 Penalty: 5315.122070
	Iteration 11F: 3 clusters Score -8358012 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -8359582.500000 Penalty: 5315.122070
	Iteration 12Q: 3 clusters Score -8359582 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -8360832.000000 Penalty: 5315.122070
	Iteration 13Q: 3 clusters Score -8360832 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -8361712.500000 Penalty: 5315.122070
	Iteration 14Q: 3 clusters Score -8361712 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -8362325.500000 Penalty: 5315.122070
	Iteration 15Q: 3 clusters Score -8362326 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -8362851.000000 Penalty: 5315.122070
	Iteration 16Q: 3 clusters Score -8362851 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -8363250.500000 Penalty: 5315.122070
	Iteration 17Q: 3 clusters Score -8363250 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -8363524.000000 Penalty: 5315.122070
	Iteration 18Q: 3 clusters Score -8363524 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -8363705.000000 Penalty: 5315.122070
	Iteration 19Q: 3 clusters Score -8363705 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -8363801.500000 Penalty: 5315.122070
	Iteration 20F: 3 clusters Score -8363802 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8363908.500000 Penalty: 5315.122070
	Iteration 21Q: 3 clusters Score -8363908 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8363968.000000 Penalty: 5315.122070
	Iteration 22Q: 3 clusters Score -8363968 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -8364026.000000 Penalty: 5315.122070
	Iteration 23Q: 3 clusters Score -8364026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8364047.000000 Penalty: 5315.122070
	Iteration 24Q: 3 clusters Score -8364047 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -8364090.000000 Penalty: 5315.122070
	Iteration 25Q: 3 clusters Score -8364090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -8364114.500000 Penalty: 5315.122070
	Iteration 26Q: 3 clusters Score -8364114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -8364135.000000 Penalty: 5315.122070
	Iteration 27Q: 3 clusters Score -8364135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -8364153.500000 Penalty: 5315.122070
	Iteration 28Q: 3 clusters Score -8364154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -8364161.000000 Penalty: 5315.122070
	Iteration 29Q: 3 clusters Score -8364161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -8364189.000000 Penalty: 5315.122070
	Iteration 30Q: 3 clusters Score -8364189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8364201.500000 Penalty: 5315.122070
	Iteration 31Q: 3 clusters Score -8364202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -8364217.000000 Penalty: 5315.122070
	Iteration 32Q: 3 clusters Score -8364217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -8364224.000000 Penalty: 5315.122070
	Iteration 33Q: 3 clusters Score -8364224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -8364231.500000 Penalty: 5315.122070
	Iteration 34Q: 3 clusters Score -8364232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -8364261.500000 Penalty: 5315.122070
	Iteration 35Q: 3 clusters Score -8364262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -8364264.000000 Penalty: 5315.122070
	Iteration 36Q: 3 clusters Score -8364264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -8364263.500000 Penalty: 5315.122070
	Iteration 37Q: 3 clusters Score -8364264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -8364263.000000 Penalty: 5315.122070
	Iteration 38Q: 3 clusters Score -8364263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -8364262.500000 Penalty: 5315.122070
	Iteration 39Q: 3 clusters Score -8364262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8364257.000000 Penalty: 5315.122070
	Iteration 40F: 3 clusters Score -8364257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8364262.500000 Penalty: 5315.122070
	Iteration 41Q: 3 clusters Score -8364262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -8364257.000000 Penalty: 5315.122070
	Iteration 42Q: 3 clusters Score -8364257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -8364270.000000 Penalty: 5315.122070
	Iteration 43Q: 3 clusters Score -8364270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -8364270.000000 Penalty: 5315.122070
	Iteration 44F: 3 clusters Score -8364270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Entering Unmasked Estep 
Score: -8301153.500000 Penalty: 2653.024170
	Iteration 0F: 2 clusters Score -8301154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -8272341.000000 Penalty: 5306.048340
	Iteration 0F: 3 clusters Score -8272341 nChanged 20294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -8283537.500000 Penalty: 5306.048340
	Iteration 1F: 3 clusters Score -8283538 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -8284181.000000 Penalty: 5306.048340
	Iteration 2Q: 3 clusters Score -8284181 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -8284859.000000 Penalty: 5306.048340
	Iteration 3Q: 3 clusters Score -8284859 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -8285711.500000 Penalty: 5306.048340
	Iteration 4Q: 3 clusters Score -8285712 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -8286888.000000 Penalty: 5306.048340
	Iteration 5F: 3 clusters Score -8286888 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -8288668.500000 Penalty: 5306.048340
	Iteration 6F: 3 clusters Score -8288668 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -8291037.000000 Penalty: 5306.048340
	Iteration 7F: 3 clusters Score -8291037 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -8293765.000000 Penalty: 5306.048340
	Iteration 8F: 3 clusters Score -8293765 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -8296151.000000 Penalty: 5306.048340
	Iteration 9F: 3 clusters Score -8296151 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -8297733.500000 Penalty: 5306.048340
	Iteration 10Q: 3 clusters Score -8297734 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -8298444.500000 Penalty: 5306.048340
	Iteration 11Q: 3 clusters Score -8298444 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -8298753.500000 Penalty: 5306.048340
	Iteration 12Q: 3 clusters Score -8298754 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -8298876.000000 Penalty: 5306.048340
	Iteration 13Q: 3 clusters Score -8298876 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -8298938.500000 Penalty: 5306.048340
	Iteration 14Q: 3 clusters Score -8298938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -8298981.500000 Penalty: 5306.048340
	Iteration 15Q: 3 clusters Score -8298982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8299002.000000 Penalty: 5306.048340
	Iteration 16Q: 3 clusters Score -8299002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8299048.000000 Penalty: 5306.048340
	Iteration 17Q: 3 clusters Score -8299048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8299053.500000 Penalty: 5306.048340
	Iteration 18Q: 3 clusters Score -8299054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -8299065.500000 Penalty: 5306.048340
	Iteration 19Q: 3 clusters Score -8299066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8299076.000000 Penalty: 5306.048340
	Iteration 20F: 3 clusters Score -8299076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -8299076.500000 Penalty: 5306.048340
	Iteration 21Q: 3 clusters Score -8299076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -8299083.500000 Penalty: 5306.048340
	Iteration 22Q: 3 clusters Score -8299084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -8299084.000000 Penalty: 5306.048340
	Iteration 23Q: 3 clusters Score -8299084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8299084.500000 Penalty: 5306.048340
	Iteration 24Q: 3 clusters Score -8299084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -8299097.500000 Penalty: 5306.048340
	Iteration 25Q: 3 clusters Score -8299098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -8299103.000000 Penalty: 5306.048340
	Iteration 26Q: 3 clusters Score -8299103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -8299087.500000 Penalty: 5306.048340
	Iteration 27Q: 3 clusters Score -8299088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -8299090.500000 Penalty: 5306.048340
	Iteration 28Q: 3 clusters Score -8299090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -8299090.500000 Penalty: 5306.048340
	Iteration 29F: 3 clusters Score -8299090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Entering Unmasked Estep 
Score: -8765449.000000 Penalty: 2671.673096
	Iteration 0F: 2 clusters Score -8765449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -8734962.000000 Penalty: 5343.346191
	Iteration 0F: 3 clusters Score -8734962 nChanged 22023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -8747063.000000 Penalty: 5343.346191
	Iteration 1F: 3 clusters Score -8747063 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -8747648.000000 Penalty: 5343.346191
	Iteration 2Q: 3 clusters Score -8747648 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -8748362.000000 Penalty: 5343.346191
	Iteration 3Q: 3 clusters Score -8748362 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -8749305.000000 Penalty: 5343.346191
	Iteration 4Q: 3 clusters Score -8749305 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -8750718.000000 Penalty: 5343.346191
	Iteration 5Q: 3 clusters Score -8750718 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -8752449.000000 Penalty: 5343.346191
	Iteration 6Q: 3 clusters Score -8752449 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -8754251.000000 Penalty: 5343.346191
	Iteration 7F: 3 clusters Score -8754251 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -8755919.000000 Penalty: 5343.346191
	Iteration 8Q: 3 clusters Score -8755919 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -8757224.000000 Penalty: 5343.346191
	Iteration 9Q: 3 clusters Score -8757224 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -8758259.000000 Penalty: 5343.346191
	Iteration 10Q: 3 clusters Score -8758259 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -8759064.000000 Penalty: 5343.346191
	Iteration 11Q: 3 clusters Score -8759064 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -8759648.000000 Penalty: 5343.346191
	Iteration 12Q: 3 clusters Score -8759648 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -8760170.000000 Penalty: 5343.346191
	Iteration 13Q: 3 clusters Score -8760170 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -8760698.000000 Penalty: 5343.346191
	Iteration 14Q: 3 clusters Score -8760698 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -8761153.000000 Penalty: 5343.346191
	Iteration 15Q: 3 clusters Score -8761153 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -8761643.000000 Penalty: 5343.346191
	Iteration 16Q: 3 clusters Score -8761643 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -8762040.000000 Penalty: 5343.346191
	Iteration 17Q: 3 clusters Score -8762040 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -8762383.000000 Penalty: 5343.346191
	Iteration 18Q: 3 clusters Score -8762383 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -8762602.000000 Penalty: 5343.346191
	Iteration 19Q: 3 clusters Score -8762602 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8762826.000000 Penalty: 5343.346191
	Iteration 20F: 3 clusters Score -8762826 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8762994.000000 Penalty: 5343.346191
	Iteration 21Q: 3 clusters Score -8762994 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8763094.000000 Penalty: 5343.346191
	Iteration 22Q: 3 clusters Score -8763094 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8763147.000000 Penalty: 5343.346191
	Iteration 23Q: 3 clusters Score -8763147 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8763216.000000 Penalty: 5343.346191
	Iteration 24Q: 3 clusters Score -8763216 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8763253.000000 Penalty: 5343.346191
	Iteration 25Q: 3 clusters Score -8763253 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8763255.000000 Penalty: 5343.346191
	Iteration 26Q: 3 clusters Score -8763255 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8763279.000000 Penalty: 5343.346191
	Iteration 27Q: 3 clusters Score -8763279 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8763304.000000 Penalty: 5343.346191
	Iteration 28Q: 3 clusters Score -8763304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8763325.000000 Penalty: 5343.346191
	Iteration 29Q: 3 clusters Score -8763325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8763340.000000 Penalty: 5343.346191
	Iteration 30Q: 3 clusters Score -8763340 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8763342.000000 Penalty: 5343.346191
	Iteration 31Q: 3 clusters Score -8763342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8763367.000000 Penalty: 5343.346191
	Iteration 32Q: 3 clusters Score -8763367 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8763355.000000 Penalty: 5343.346191
	Iteration 33Q: 3 clusters Score -8763355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8763376.000000 Penalty: 5343.346191
	Iteration 34Q: 3 clusters Score -8763376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8763377.000000 Penalty: 5343.346191
	Iteration 35Q: 3 clusters Score -8763377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8763403.000000 Penalty: 5343.346191
	Iteration 36Q: 3 clusters Score -8763403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8763415.000000 Penalty: 5343.346191
	Iteration 37Q: 3 clusters Score -8763415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8763421.000000 Penalty: 5343.346191
	Iteration 38Q: 3 clusters Score -8763421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8763434.000000 Penalty: 5343.346191
	Iteration 39Q: 3 clusters Score -8763434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8763425.000000 Penalty: 5343.346191
	Iteration 40F: 3 clusters Score -8763425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8763429.000000 Penalty: 5343.346191
	Iteration 41Q: 3 clusters Score -8763429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8763434.000000 Penalty: 5343.346191
	Iteration 42Q: 3 clusters Score -8763434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8763422.000000 Penalty: 5343.346191
	Iteration 43Q: 3 clusters Score -8763422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8763430.000000 Penalty: 5343.346191
	Iteration 44Q: 3 clusters Score -8763430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8763430.000000 Penalty: 5343.346191
	Iteration 45Q: 3 clusters Score -8763430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8763419.000000 Penalty: 5343.346191
	Iteration 46Q: 3 clusters Score -8763419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8763427.000000 Penalty: 5343.346191
	Iteration 47Q: 3 clusters Score -8763427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8763429.000000 Penalty: 5343.346191
	Iteration 48Q: 3 clusters Score -8763429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8763427.000000 Penalty: 5343.346191
	Iteration 49Q: 3 clusters Score -8763427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8763431.000000 Penalty: 5343.346191
	Iteration 50Q: 3 clusters Score -8763431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8763430.000000 Penalty: 5343.346191
	Iteration 51Q: 3 clusters Score -8763430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8763434.000000 Penalty: 5343.346191
	Iteration 52Q: 3 clusters Score -8763434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8763436.000000 Penalty: 5343.346191
	Iteration 53Q: 3 clusters Score -8763436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8763437.000000 Penalty: 5343.346191
	Iteration 54Q: 3 clusters Score -8763437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8763430.000000 Penalty: 5343.346191
	Iteration 55Q: 3 clusters Score -8763430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8763434.000000 Penalty: 5343.346191
	Iteration 56Q: 3 clusters Score -8763434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8763435.000000 Penalty: 5343.346191
	Iteration 57Q: 3 clusters Score -8763435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8763424.000000 Penalty: 5343.346191
	Iteration 58Q: 3 clusters Score -8763424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8763429.000000 Penalty: 5343.346191
	Iteration 59Q: 3 clusters Score -8763429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8763436.000000 Penalty: 5343.346191
	Iteration 60F: 3 clusters Score -8763436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8763433.000000 Penalty: 5343.346191
	Iteration 61Q: 3 clusters Score -8763433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8763439.000000 Penalty: 5343.346191
	Iteration 62Q: 3 clusters Score -8763439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8763433.000000 Penalty: 5343.346191
	Iteration 63Q: 3 clusters Score -8763433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8763433.000000 Penalty: 5343.346191
	Iteration 64F: 3 clusters Score -8763433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -61183.289062 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -61183.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59794.558594 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -59794.56 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60031.804688 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -60031.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60101.863281 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -60101.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60125.660156 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -60125.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60187.417969 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -60187.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -60252.332031 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -60252.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -60292.785156 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -60292.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -60322.824219 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -60322.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -60329.687500 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -60329.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -60331.113281 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -60331.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -60331.113281 Penalty: 2975.472656
	Iteration 10F: 3 clusters Score -60331.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46561 members 
Mstep: Class 3 contains 45083 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 43452 members 
Mstep: Class 6 contains 47846 members 
Mstep: Class 7 contains 44827 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47722 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31829 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 43226 members 
Mstep: Class 17 contains 42621 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45877 members 
Mstep: Class 20 contains 45070 members 
Mstep: Class 21 contains 44253 members 
Mstep: Class 22 contains 47709 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677744.000000 Penalty: 75744.453125
Iteration 159Q: 24 clusters Score -1.066777e+08 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46492 members 
Mstep: Class 3 contains 45083 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 43461 members 
Mstep: Class 6 contains 47904 members 
Mstep: Class 7 contains 44825 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47743 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31813 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 43229 members 
Mstep: Class 17 contains 42646 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45888 members 
Mstep: Class 20 contains 45178 members 
Mstep: Class 21 contains 44269 members 
Mstep: Class 22 contains 47544 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677728.000000 Penalty: 75744.453125
Iteration 160F: 24 clusters Score -1.066777e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46433 members 
Mstep: Class 3 contains 45053 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 43485 members 
Mstep: Class 6 contains 47912 members 
Mstep: Class 7 contains 44819 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47819 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31804 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 43200 members 
Mstep: Class 17 contains 42664 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45876 members 
Mstep: Class 20 contains 45288 members 
Mstep: Class 21 contains 44321 members 
Mstep: Class 22 contains 47402 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677808.000000 Penalty: 75744.453125
Iteration 161Q: 24 clusters Score -1.066778e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46372 members 
Mstep: Class 3 contains 45069 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 43519 members 
Mstep: Class 6 contains 47900 members 
Mstep: Class 7 contains 44790 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47874 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31792 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 43127 members 
Mstep: Class 17 contains 42684 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45805 members 
Mstep: Class 20 contains 45439 members 
Mstep: Class 21 contains 44407 members 
Mstep: Class 22 contains 47300 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677776.000000 Penalty: 75744.453125
Iteration 162Q: 24 clusters Score -1.066778e+08 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46303 members 
Mstep: Class 3 contains 45073 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43547 members 
Mstep: Class 6 contains 47897 members 
Mstep: Class 7 contains 44780 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47897 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31763 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 43082 members 
Mstep: Class 17 contains 42692 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 45744 members 
Mstep: Class 20 contains 45589 members 
Mstep: Class 21 contains 44495 members 
Mstep: Class 22 contains 47219 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677864.000000 Penalty: 75744.453125
Iteration 163Q: 24 clusters Score -1.066779e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46260 members 
Mstep: Class 3 contains 45071 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43572 members 
Mstep: Class 6 contains 47939 members 
Mstep: Class 7 contains 44770 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47921 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31744 members 
Mstep: Class 14 contains 1477 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 43048 members 
Mstep: Class 17 contains 42663 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 45706 members 
Mstep: Class 20 contains 45665 members 
Mstep: Class 21 contains 44574 members 
Mstep: Class 22 contains 47150 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677952.000000 Penalty: 75744.453125
Iteration 164Q: 24 clusters Score -1.06678e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46194 members 
Mstep: Class 3 contains 45068 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43557 members 
Mstep: Class 6 contains 47974 members 
Mstep: Class 7 contains 44749 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47962 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31729 members 
Mstep: Class 14 contains 1477 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 43013 members 
Mstep: Class 17 contains 42657 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45671 members 
Mstep: Class 20 contains 45726 members 
Mstep: Class 21 contains 44697 members 
Mstep: Class 22 contains 47087 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677960.000000 Penalty: 75744.453125
Iteration 165Q: 24 clusters Score -1.06678e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46149 members 
Mstep: Class 3 contains 45044 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43576 members 
Mstep: Class 6 contains 48008 members 
Mstep: Class 7 contains 44734 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47986 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31700 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42982 members 
Mstep: Class 17 contains 42650 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45629 members 
Mstep: Class 20 contains 45795 members 
Mstep: Class 21 contains 44805 members 
Mstep: Class 22 contains 47029 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678032.000000 Penalty: 75744.453125
Iteration 166Q: 24 clusters Score -1.06678e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46092 members 
Mstep: Class 3 contains 45073 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43623 members 
Mstep: Class 6 contains 47992 members 
Mstep: Class 7 contains 44733 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48007 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31665 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42975 members 
Mstep: Class 17 contains 42640 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45584 members 
Mstep: Class 20 contains 45830 members 
Mstep: Class 21 contains 44899 members 
Mstep: Class 22 contains 46975 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678456.000000 Penalty: 75744.453125
Iteration 167Q: 24 clusters Score -1.066785e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46057 members 
Mstep: Class 3 contains 45125 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43654 members 
Mstep: Class 6 contains 47943 members 
Mstep: Class 7 contains 44737 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48018 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31651 members 
Mstep: Class 14 contains 1470 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42965 members 
Mstep: Class 17 contains 42631 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45519 members 
Mstep: Class 20 contains 45870 members 
Mstep: Class 21 contains 44993 members 
Mstep: Class 22 contains 46927 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678704.000000 Penalty: 75744.453125
Iteration 168Q: 24 clusters Score -1.066787e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46041 members 
Mstep: Class 3 contains 45184 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43692 members 
Mstep: Class 6 contains 47922 members 
Mstep: Class 7 contains 44732 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47999 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31652 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42957 members 
Mstep: Class 17 contains 42595 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45485 members 
Mstep: Class 20 contains 45895 members 
Mstep: Class 21 contains 45060 members 
Mstep: Class 22 contains 46881 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678816.000000 Penalty: 75744.453125
Iteration 169Q: 24 clusters Score -1.066788e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46017 members 
Mstep: Class 3 contains 45228 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 43706 members 
Mstep: Class 6 contains 47940 members 
Mstep: Class 7 contains 44756 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47942 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31647 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42955 members 
Mstep: Class 17 contains 42589 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45464 members 
Mstep: Class 20 contains 45918 members 
Mstep: Class 21 contains 45079 members 
Mstep: Class 22 contains 46860 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679008.000000 Penalty: 75744.453125
Iteration 170Q: 24 clusters Score -1.06679e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46050 members 
Mstep: Class 3 contains 45265 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43727 members 
Mstep: Class 6 contains 47932 members 
Mstep: Class 7 contains 44756 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47956 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31634 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42936 members 
Mstep: Class 17 contains 42568 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45458 members 
Mstep: Class 20 contains 45942 members 
Mstep: Class 21 contains 45060 members 
Mstep: Class 22 contains 46824 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679072.000000 Penalty: 75744.453125
Iteration 171Q: 24 clusters Score -1.066791e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46064 members 
Mstep: Class 3 contains 45306 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43745 members 
Mstep: Class 6 contains 47914 members 
Mstep: Class 7 contains 44742 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47949 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31609 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42936 members 
Mstep: Class 17 contains 42551 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45454 members 
Mstep: Class 20 contains 45945 members 
Mstep: Class 21 contains 45091 members 
Mstep: Class 22 contains 46808 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679344.000000 Penalty: 75744.453125
Iteration 172Q: 24 clusters Score -1.066793e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46081 members 
Mstep: Class 3 contains 45325 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43777 members 
Mstep: Class 6 contains 47917 members 
Mstep: Class 7 contains 44743 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47952 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42915 members 
Mstep: Class 17 contains 42543 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45443 members 
Mstep: Class 20 contains 45929 members 
Mstep: Class 21 contains 45118 members 
Mstep: Class 22 contains 46791 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679304.000000 Penalty: 75744.453125
Iteration 173Q: 24 clusters Score -1.066793e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46116 members 
Mstep: Class 3 contains 45304 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43804 members 
Mstep: Class 6 contains 47915 members 
Mstep: Class 7 contains 44735 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47953 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31581 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42904 members 
Mstep: Class 17 contains 42539 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45442 members 
Mstep: Class 20 contains 45921 members 
Mstep: Class 21 contains 45128 members 
Mstep: Class 22 contains 46787 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679568.000000 Penalty: 75744.453125
Iteration 174Q: 24 clusters Score -1.066796e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46132 members 
Mstep: Class 3 contains 45306 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 43864 members 
Mstep: Class 6 contains 47947 members 
Mstep: Class 7 contains 44698 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47958 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31571 members 
Mstep: Class 14 contains 1426 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42881 members 
Mstep: Class 17 contains 42539 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45453 members 
Mstep: Class 20 contains 45895 members 
Mstep: Class 21 contains 45102 members 
Mstep: Class 22 contains 46788 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679608.000000 Penalty: 75744.453125
Iteration 175Q: 24 clusters Score -1.066796e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46173 members 
Mstep: Class 3 contains 45286 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 43943 members 
Mstep: Class 6 contains 47946 members 
Mstep: Class 7 contains 44684 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47974 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31548 members 
Mstep: Class 14 contains 1419 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42864 members 
Mstep: Class 17 contains 42534 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45447 members 
Mstep: Class 20 contains 45885 members 
Mstep: Class 21 contains 45055 members 
Mstep: Class 22 contains 46802 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679664.000000 Penalty: 75744.453125
Iteration 176Q: 24 clusters Score -1.066797e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46185 members 
Mstep: Class 3 contains 45259 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 43994 members 
Mstep: Class 6 contains 48005 members 
Mstep: Class 7 contains 44673 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47978 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31529 members 
Mstep: Class 14 contains 1414 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42855 members 
Mstep: Class 17 contains 42530 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45451 members 
Mstep: Class 20 contains 45841 members 
Mstep: Class 21 contains 45038 members 
Mstep: Class 22 contains 46808 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680008.000000 Penalty: 75744.453125
Iteration 177Q: 24 clusters Score -1.0668e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46245 members 
Mstep: Class 3 contains 45259 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 44018 members 
Mstep: Class 6 contains 48026 members 
Mstep: Class 7 contains 44646 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47983 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31516 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42867 members 
Mstep: Class 17 contains 42536 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45458 members 
Mstep: Class 20 contains 45814 members 
Mstep: Class 21 contains 44987 members 
Mstep: Class 22 contains 46798 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680184.000000 Penalty: 75744.453125
Iteration 178Q: 24 clusters Score -1.066802e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46280 members 
Mstep: Class 3 contains 45227 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 44024 members 
Mstep: Class 6 contains 48096 members 
Mstep: Class 7 contains 44630 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48008 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31508 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42853 members 
Mstep: Class 17 contains 42536 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45464 members 
Mstep: Class 20 contains 45832 members 
Mstep: Class 21 contains 44898 members 
Mstep: Class 22 contains 46803 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680512.000000 Penalty: 75744.453125
Iteration 179Q: 24 clusters Score -1.066805e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46296 members 
Mstep: Class 3 contains 45206 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 43993 members 
Mstep: Class 6 contains 48136 members 
Mstep: Class 7 contains 44643 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48033 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31490 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42860 members 
Mstep: Class 17 contains 42518 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45444 members 
Mstep: Class 20 contains 45843 members 
Mstep: Class 21 contains 44854 members 
Mstep: Class 22 contains 46848 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680648.000000 Penalty: 75744.453125
Iteration 180F: 24 clusters Score -1.066806e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46307 members 
Mstep: Class 3 contains 45158 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 43987 members 
Mstep: Class 6 contains 48210 members 
Mstep: Class 7 contains 44665 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48040 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31461 members 
Mstep: Class 14 contains 1393 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42859 members 
Mstep: Class 17 contains 42515 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45424 members 
Mstep: Class 20 contains 45855 members 
Mstep: Class 21 contains 44821 members 
Mstep: Class 22 contains 46866 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680976.000000 Penalty: 75744.453125
Iteration 181Q: 24 clusters Score -1.06681e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46325 members 
Mstep: Class 3 contains 45121 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 43959 members 
Mstep: Class 6 contains 48254 members 
Mstep: Class 7 contains 44669 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48069 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31440 members 
Mstep: Class 14 contains 1392 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42857 members 
Mstep: Class 17 contains 42519 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45417 members 
Mstep: Class 20 contains 45876 members 
Mstep: Class 21 contains 44783 members 
Mstep: Class 22 contains 46880 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681168.000000 Penalty: 75744.453125
Iteration 182Q: 24 clusters Score -1.066812e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46390 members 
Mstep: Class 3 contains 45093 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 43951 members 
Mstep: Class 6 contains 48265 members 
Mstep: Class 7 contains 44663 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48084 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42853 members 
Mstep: Class 17 contains 42524 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45432 members 
Mstep: Class 20 contains 45894 members 
Mstep: Class 21 contains 44717 members 
Mstep: Class 22 contains 46878 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681384.000000 Penalty: 75744.453125
Iteration 183Q: 24 clusters Score -1.066814e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46393 members 
Mstep: Class 3 contains 45104 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 43983 members 
Mstep: Class 6 contains 48272 members 
Mstep: Class 7 contains 44669 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48078 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31412 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42854 members 
Mstep: Class 17 contains 42502 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45391 members 
Mstep: Class 20 contains 45919 members 
Mstep: Class 21 contains 44713 members 
Mstep: Class 22 contains 46884 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681456.000000 Penalty: 75744.453125
Iteration 184Q: 24 clusters Score -1.066815e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46400 members 
Mstep: Class 3 contains 45097 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 44037 members 
Mstep: Class 6 contains 48285 members 
Mstep: Class 7 contains 44688 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48073 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31399 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42834 members 
Mstep: Class 17 contains 42475 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45363 members 
Mstep: Class 20 contains 45924 members 
Mstep: Class 21 contains 44709 members 
Mstep: Class 22 contains 46888 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681744.000000 Penalty: 75744.453125
Iteration 185Q: 24 clusters Score -1.066817e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46387 members 
Mstep: Class 3 contains 45085 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 44073 members 
Mstep: Class 6 contains 48306 members 
Mstep: Class 7 contains 44708 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48069 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31385 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42830 members 
Mstep: Class 17 contains 42446 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45326 members 
Mstep: Class 20 contains 45947 members 
Mstep: Class 21 contains 44698 members 
Mstep: Class 22 contains 46913 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681696.000000 Penalty: 75744.453125
Iteration 186Q: 24 clusters Score -1.066817e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46429 members 
Mstep: Class 3 contains 45072 members 
Mstep: Class 4 contains 899 members 
Mstep: Class 5 contains 44123 members 
Mstep: Class 6 contains 48292 members 
Mstep: Class 7 contains 44723 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48081 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 31374 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42821 members 
Mstep: Class 17 contains 42433 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45268 members 
Mstep: Class 20 contains 45959 members 
Mstep: Class 21 contains 44665 members 
Mstep: Class 22 contains 46930 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681808.000000 Penalty: 75744.453125
Iteration 187Q: 24 clusters Score -1.066818e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46452 members 
Mstep: Class 3 contains 45082 members 
Mstep: Class 4 contains 899 members 
Mstep: Class 5 contains 44162 members 
Mstep: Class 6 contains 48298 members 
Mstep: Class 7 contains 44719 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48082 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 31357 members 
Mstep: Class 14 contains 1393 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42808 members 
Mstep: Class 17 contains 42424 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45210 members 
Mstep: Class 20 contains 45973 members 
Mstep: Class 21 contains 44677 members 
Mstep: Class 22 contains 46924 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681856.000000 Penalty: 75744.453125
Iteration 188Q: 24 clusters Score -1.066819e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46479 members 
Mstep: Class 3 contains 45098 members 
Mstep: Class 4 contains 899 members 
Mstep: Class 5 contains 44229 members 
Mstep: Class 6 contains 48346 members 
Mstep: Class 7 contains 44703 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48057 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31341 members 
Mstep: Class 14 contains 1393 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42805 members 
Mstep: Class 17 contains 42381 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45145 members 
Mstep: Class 20 contains 45963 members 
Mstep: Class 21 contains 44697 members 
Mstep: Class 22 contains 46925 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681984.000000 Penalty: 75744.453125
Iteration 189Q: 24 clusters Score -1.06682e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46509 members 
Mstep: Class 3 contains 45116 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 44271 members 
Mstep: Class 6 contains 48366 members 
Mstep: Class 7 contains 44704 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48014 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31324 members 
Mstep: Class 14 contains 1392 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42807 members 
Mstep: Class 17 contains 42354 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45095 members 
Mstep: Class 20 contains 45945 members 
Mstep: Class 21 contains 44731 members 
Mstep: Class 22 contains 46935 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681952.000000 Penalty: 75744.453125
Iteration 190Q: 24 clusters Score -1.06682e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46518 members 
Mstep: Class 3 contains 45129 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 44296 members 
Mstep: Class 6 contains 48404 members 
Mstep: Class 7 contains 44677 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47998 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31306 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42810 members 
Mstep: Class 17 contains 42338 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 45052 members 
Mstep: Class 20 contains 45942 members 
Mstep: Class 21 contains 44721 members 
Mstep: Class 22 contains 46982 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682320.000000 Penalty: 75744.453125
Iteration 191Q: 24 clusters Score -1.066823e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46538 members 
Mstep: Class 3 contains 45129 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 44349 members 
Mstep: Class 6 contains 48426 members 
Mstep: Class 7 contains 44687 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47971 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31278 members 
Mstep: Class 14 contains 1388 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42819 members 
Mstep: Class 17 contains 42309 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44983 members 
Mstep: Class 20 contains 45940 members 
Mstep: Class 21 contains 44720 members 
Mstep: Class 22 contains 47029 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682456.000000 Penalty: 75744.453125
Iteration 192Q: 24 clusters Score -1.066825e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46566 members 
Mstep: Class 3 contains 45122 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 44422 members 
Mstep: Class 6 contains 48453 members 
Mstep: Class 7 contains 44696 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47984 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31263 members 
Mstep: Class 14 contains 1386 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42803 members 
Mstep: Class 17 contains 42256 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44931 members 
Mstep: Class 20 contains 45943 members 
Mstep: Class 21 contains 44684 members 
Mstep: Class 22 contains 47057 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682640.000000 Penalty: 75744.453125
Iteration 193Q: 24 clusters Score -1.066826e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46567 members 
Mstep: Class 3 contains 45136 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 44493 members 
Mstep: Class 6 contains 48437 members 
Mstep: Class 7 contains 44699 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48012 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31235 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42825 members 
Mstep: Class 17 contains 42222 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44865 members 
Mstep: Class 20 contains 45951 members 
Mstep: Class 21 contains 44666 members 
Mstep: Class 22 contains 47067 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682728.000000 Penalty: 75744.453125
Iteration 194Q: 24 clusters Score -1.066827e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46620 members 
Mstep: Class 3 contains 45120 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 44497 members 
Mstep: Class 6 contains 48480 members 
Mstep: Class 7 contains 44692 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48037 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31204 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42821 members 
Mstep: Class 17 contains 42195 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44833 members 
Mstep: Class 20 contains 45930 members 
Mstep: Class 21 contains 44663 members 
Mstep: Class 22 contains 47083 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682944.000000 Penalty: 75744.453125
Iteration 195Q: 24 clusters Score -1.066829e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46644 members 
Mstep: Class 3 contains 45132 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 44484 members 
Mstep: Class 6 contains 48512 members 
Mstep: Class 7 contains 44715 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48057 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 31177 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42815 members 
Mstep: Class 17 contains 42184 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44792 members 
Mstep: Class 20 contains 45933 members 
Mstep: Class 21 contains 44652 members 
Mstep: Class 22 contains 47078 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683304.000000 Penalty: 75744.453125
Iteration 196Q: 24 clusters Score -1.066833e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46641 members 
Mstep: Class 3 contains 45110 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 44520 members 
Mstep: Class 6 contains 48542 members 
Mstep: Class 7 contains 44737 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48094 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 31166 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42794 members 
Mstep: Class 17 contains 42171 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44756 members 
Mstep: Class 20 contains 45888 members 
Mstep: Class 21 contains 44681 members 
Mstep: Class 22 contains 47076 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683280.000000 Penalty: 75744.453125
Iteration 197Q: 24 clusters Score -1.066833e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46607 members 
Mstep: Class 3 contains 45097 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 44524 members 
Mstep: Class 6 contains 48529 members 
Mstep: Class 7 contains 44773 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48127 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 31160 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42787 members 
Mstep: Class 17 contains 42181 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44758 members 
Mstep: Class 20 contains 45866 members 
Mstep: Class 21 contains 44709 members 
Mstep: Class 22 contains 47059 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683304.000000 Penalty: 75744.453125
Iteration 198Q: 24 clusters Score -1.066833e+08 nChanged 2210
Entering ConstructFrom: 
Score: -106683304.000000 Penalty: 75744.453125
Entering ConstructFrom: 
Trying to split cluster 1 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -60334.726562 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -60334.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58934.660156 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -58934.66 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59346.878906 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -59346.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59460.593750 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -59460.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59530.222656 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -59530.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59583.066406 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -59583.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59618.726562 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -59618.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59632.710938 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -59632.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59643.503906 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -59643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59655.894531 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -59655.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59666.250000 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -59666.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59684.011719 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -59684.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59689.628906 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -59689.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59693.136719 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -59693.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59693.136719 Penalty: 3120.618408
	Iteration 13F: 3 clusters Score -59693.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Entering Unmasked Estep 
Score: -8775276.000000 Penalty: 2665.686035
	Iteration 0F: 2 clusters Score -8775276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -8746563.000000 Penalty: 5331.372070
	Iteration 0F: 3 clusters Score -8746563 nChanged 21372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -8758302.000000 Penalty: 5331.372070
	Iteration 1F: 3 clusters Score -8758302 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -8758814.000000 Penalty: 5331.372070
	Iteration 2Q: 3 clusters Score -8758814 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -8759294.000000 Penalty: 5331.372070
	Iteration 3Q: 3 clusters Score -8759294 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -8759755.000000 Penalty: 5331.372070
	Iteration 4Q: 3 clusters Score -8759755 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -8760331.000000 Penalty: 5331.372070
	Iteration 5Q: 3 clusters Score -8760331 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -8761053.000000 Penalty: 5331.372070
	Iteration 6Q: 3 clusters Score -8761053 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -8762165.000000 Penalty: 5331.372070
	Iteration 7Q: 3 clusters Score -8762165 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -8763742.000000 Penalty: 5331.372070
	Iteration 8F: 3 clusters Score -8763742 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -8765933.000000 Penalty: 5331.372070
	Iteration 9F: 3 clusters Score -8765933 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -8768502.000000 Penalty: 5331.372070
	Iteration 10F: 3 clusters Score -8768502 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -8770722.000000 Penalty: 5331.372070
	Iteration 11F: 3 clusters Score -8770722 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -8772040.000000 Penalty: 5331.372070
	Iteration 12Q: 3 clusters Score -8772040 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -8772695.000000 Penalty: 5331.372070
	Iteration 13Q: 3 clusters Score -8772695 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -8772933.000000 Penalty: 5331.372070
	Iteration 14Q: 3 clusters Score -8772933 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -8773163.000000 Penalty: 5331.372070
	Iteration 15Q: 3 clusters Score -8773163 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8773374.000000 Penalty: 5331.372070
	Iteration 16Q: 3 clusters Score -8773374 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -8773586.000000 Penalty: 5331.372070
	Iteration 17Q: 3 clusters Score -8773586 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -8773767.000000 Penalty: 5331.372070
	Iteration 18Q: 3 clusters Score -8773767 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -8773945.000000 Penalty: 5331.372070
	Iteration 19Q: 3 clusters Score -8773945 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -8774088.000000 Penalty: 5331.372070
	Iteration 20F: 3 clusters Score -8774088 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -8774236.000000 Penalty: 5331.372070
	Iteration 21Q: 3 clusters Score -8774236 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8774401.000000 Penalty: 5331.372070
	Iteration 22Q: 3 clusters Score -8774401 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -8774554.000000 Penalty: 5331.372070
	Iteration 23Q: 3 clusters Score -8774554 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -8774689.000000 Penalty: 5331.372070
	Iteration 24Q: 3 clusters Score -8774689 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -8774803.000000 Penalty: 5331.372070
	Iteration 25Q: 3 clusters Score -8774803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -8774890.000000 Penalty: 5331.372070
	Iteration 26Q: 3 clusters Score -8774890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -8775011.000000 Penalty: 5331.372070
	Iteration 27Q: 3 clusters Score -8775011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -8775097.000000 Penalty: 5331.372070
	Iteration 28Q: 3 clusters Score -8775097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -8775179.000000 Penalty: 5331.372070
	Iteration 29Q: 3 clusters Score -8775179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8775274.000000 Penalty: 5331.372070
	Iteration 30Q: 3 clusters Score -8775274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -8775347.000000 Penalty: 5331.372070
	Iteration 31Q: 3 clusters Score -8775347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -8775444.000000 Penalty: 5331.372070
	Iteration 32Q: 3 clusters Score -8775444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8775543.000000 Penalty: 5331.372070
	Iteration 33Q: 3 clusters Score -8775543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -8775621.000000 Penalty: 5331.372070
	Iteration 34Q: 3 clusters Score -8775621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -8775694.000000 Penalty: 5331.372070
	Iteration 35Q: 3 clusters Score -8775694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -8775741.000000 Penalty: 5331.372070
	Iteration 36Q: 3 clusters Score -8775741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -8775788.000000 Penalty: 5331.372070
	Iteration 37Q: 3 clusters Score -8775788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -8775844.000000 Penalty: 5331.372070
	Iteration 38Q: 3 clusters Score -8775844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -8775881.000000 Penalty: 5331.372070
	Iteration 39Q: 3 clusters Score -8775881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -8775933.000000 Penalty: 5331.372070
	Iteration 40F: 3 clusters Score -8775933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8775986.000000 Penalty: 5331.372070
	Iteration 41Q: 3 clusters Score -8775986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -8776022.000000 Penalty: 5331.372070
	Iteration 42Q: 3 clusters Score -8776022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -8776067.000000 Penalty: 5331.372070
	Iteration 43Q: 3 clusters Score -8776067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -8776099.000000 Penalty: 5331.372070
	Iteration 44Q: 3 clusters Score -8776099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -8776127.000000 Penalty: 5331.372070
	Iteration 45Q: 3 clusters Score -8776127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -8776140.000000 Penalty: 5331.372070
	Iteration 46Q: 3 clusters Score -8776140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8776145.000000 Penalty: 5331.372070
	Iteration 47Q: 3 clusters Score -8776145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -8776154.000000 Penalty: 5331.372070
	Iteration 48Q: 3 clusters Score -8776154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -8776155.000000 Penalty: 5331.372070
	Iteration 49Q: 3 clusters Score -8776155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -8776155.000000 Penalty: 5331.372070
	Iteration 50F: 3 clusters Score -8776155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 45060 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 44561 members 
Mstep: Class 6 contains 48555 members 
Mstep: Class 7 contains 44792 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48116 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 31134 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42774 members 
Mstep: Class 17 contains 42192 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44733 members 
Mstep: Class 20 contains 45865 members 
Mstep: Class 21 contains 44769 members 
Mstep: Class 22 contains 47058 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46343 members 
Entering Unmasked Estep 
Score: -106683432.000000 Penalty: 79037.695312
Splitting cluster 2 changes total score from -106683304.000000 to -106683432.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (45060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Entering Unmasked Estep 
Score: -8366703.000000 Penalty: 2657.505859
	Iteration 0F: 2 clusters Score -8366703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -8337836.000000 Penalty: 5315.011719
	Iteration 0F: 3 clusters Score -8337836 nChanged 20581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -8348904.500000 Penalty: 5315.011719
	Iteration 1F: 3 clusters Score -8348904 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -8349728.000000 Penalty: 5315.011719
	Iteration 2Q: 3 clusters Score -8349728 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -8350642.000000 Penalty: 5315.011719
	Iteration 3Q: 3 clusters Score -8350642 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -8351906.500000 Penalty: 5315.011719
	Iteration 4Q: 3 clusters Score -8351906 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -8353325.500000 Penalty: 5315.011719
	Iteration 5F: 3 clusters Score -8353326 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -8354922.500000 Penalty: 5315.011719
	Iteration 6F: 3 clusters Score -8354922 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -8356820.500000 Penalty: 5315.011719
	Iteration 7F: 3 clusters Score -8356820 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -8359018.000000 Penalty: 5315.011719
	Iteration 8F: 3 clusters Score -8359018 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -8361172.500000 Penalty: 5315.011719
	Iteration 9F: 3 clusters Score -8361172 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -8362572.500000 Penalty: 5315.011719
	Iteration 10F: 3 clusters Score -8362572 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -8363198.500000 Penalty: 5315.011719
	Iteration 11Q: 3 clusters Score -8363198 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -8363623.000000 Penalty: 5315.011719
	Iteration 12Q: 3 clusters Score -8363623 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -8363913.500000 Penalty: 5315.011719
	Iteration 13Q: 3 clusters Score -8363914 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -8364151.500000 Penalty: 5315.011719
	Iteration 14Q: 3 clusters Score -8364152 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -8364298.000000 Penalty: 5315.011719
	Iteration 15Q: 3 clusters Score -8364298 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -8364447.500000 Penalty: 5315.011719
	Iteration 16Q: 3 clusters Score -8364448 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -8364557.000000 Penalty: 5315.011719
	Iteration 17Q: 3 clusters Score -8364557 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -8364628.000000 Penalty: 5315.011719
	Iteration 18Q: 3 clusters Score -8364628 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -8364677.500000 Penalty: 5315.011719
	Iteration 19Q: 3 clusters Score -8364678 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -8364708.500000 Penalty: 5315.011719
	Iteration 20F: 3 clusters Score -8364708 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -8364722.500000 Penalty: 5315.011719
	Iteration 21Q: 3 clusters Score -8364722 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -8364769.000000 Penalty: 5315.011719
	Iteration 22Q: 3 clusters Score -8364769 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -8364794.000000 Penalty: 5315.011719
	Iteration 23Q: 3 clusters Score -8364794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -8364798.000000 Penalty: 5315.011719
	Iteration 24Q: 3 clusters Score -8364798 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -8364828.000000 Penalty: 5315.011719
	Iteration 25Q: 3 clusters Score -8364828 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -8364823.500000 Penalty: 5315.011719
	Iteration 26Q: 3 clusters Score -8364824 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -8364829.500000 Penalty: 5315.011719
	Iteration 27Q: 3 clusters Score -8364830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -8364822.500000 Penalty: 5315.011719
	Iteration 28Q: 3 clusters Score -8364822 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -8364839.000000 Penalty: 5315.011719
	Iteration 29Q: 3 clusters Score -8364839 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -8364839.500000 Penalty: 5315.011719
	Iteration 30Q: 3 clusters Score -8364840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -8364853.000000 Penalty: 5315.011719
	Iteration 31Q: 3 clusters Score -8364853 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -8364861.500000 Penalty: 5315.011719
	Iteration 32Q: 3 clusters Score -8364862 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -8364892.500000 Penalty: 5315.011719
	Iteration 33Q: 3 clusters Score -8364892 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -8364929.000000 Penalty: 5315.011719
	Iteration 34Q: 3 clusters Score -8364929 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -8364940.500000 Penalty: 5315.011719
	Iteration 35Q: 3 clusters Score -8364940 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -8364957.500000 Penalty: 5315.011719
	Iteration 36Q: 3 clusters Score -8364958 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -8364979.000000 Penalty: 5315.011719
	Iteration 37Q: 3 clusters Score -8364979 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -8365003.500000 Penalty: 5315.011719
	Iteration 38Q: 3 clusters Score -8365004 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -8365003.500000 Penalty: 5315.011719
	Iteration 39Q: 3 clusters Score -8365004 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -8365037.000000 Penalty: 5315.011719
	Iteration 40F: 3 clusters Score -8365037 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -8365053.000000 Penalty: 5315.011719
	Iteration 41Q: 3 clusters Score -8365053 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -8365073.500000 Penalty: 5315.011719
	Iteration 42Q: 3 clusters Score -8365074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -8365098.000000 Penalty: 5315.011719
	Iteration 43Q: 3 clusters Score -8365098 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -8365128.000000 Penalty: 5315.011719
	Iteration 44Q: 3 clusters Score -8365128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -8365137.500000 Penalty: 5315.011719
	Iteration 45Q: 3 clusters Score -8365138 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -8365174.500000 Penalty: 5315.011719
	Iteration 46Q: 3 clusters Score -8365174 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -8365182.500000 Penalty: 5315.011719
	Iteration 47Q: 3 clusters Score -8365182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -8365195.500000 Penalty: 5315.011719
	Iteration 48Q: 3 clusters Score -8365196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -8365215.500000 Penalty: 5315.011719
	Iteration 49Q: 3 clusters Score -8365216 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -8365231.500000 Penalty: 5315.011719
	Iteration 50Q: 3 clusters Score -8365232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -8365236.000000 Penalty: 5315.011719
	Iteration 51Q: 3 clusters Score -8365236 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -8365273.000000 Penalty: 5315.011719
	Iteration 52Q: 3 clusters Score -8365273 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -8365271.000000 Penalty: 5315.011719
	Iteration 53Q: 3 clusters Score -8365271 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -8365290.000000 Penalty: 5315.011719
	Iteration 54Q: 3 clusters Score -8365290 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -8365313.000000 Penalty: 5315.011719
	Iteration 55Q: 3 clusters Score -8365313 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -8365320.500000 Penalty: 5315.011719
	Iteration 56Q: 3 clusters Score -8365320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -8365329.500000 Penalty: 5315.011719
	Iteration 57Q: 3 clusters Score -8365330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -8365343.500000 Penalty: 5315.011719
	Iteration 58Q: 3 clusters Score -8365344 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -8365350.000000 Penalty: 5315.011719
	Iteration 59Q: 3 clusters Score -8365350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -8365378.500000 Penalty: 5315.011719
	Iteration 60F: 3 clusters Score -8365378 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -8365391.500000 Penalty: 5315.011719
	Iteration 61Q: 3 clusters Score -8365392 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -8365392.500000 Penalty: 5315.011719
	Iteration 62Q: 3 clusters Score -8365392 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -8365413.500000 Penalty: 5315.011719
	Iteration 63Q: 3 clusters Score -8365414 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -8365402.500000 Penalty: 5315.011719
	Iteration 64Q: 3 clusters Score -8365402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -8365433.500000 Penalty: 5315.011719
	Iteration 65Q: 3 clusters Score -8365434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -8365445.000000 Penalty: 5315.011719
	Iteration 66Q: 3 clusters Score -8365445 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -8365470.500000 Penalty: 5315.011719
	Iteration 67Q: 3 clusters Score -8365470 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -8365479.500000 Penalty: 5315.011719
	Iteration 68Q: 3 clusters Score -8365480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -8365474.000000 Penalty: 5315.011719
	Iteration 69Q: 3 clusters Score -8365474 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -8365491.000000 Penalty: 5315.011719
	Iteration 70Q: 3 clusters Score -8365491 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -8365498.000000 Penalty: 5315.011719
	Iteration 71Q: 3 clusters Score -8365498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -8365500.000000 Penalty: 5315.011719
	Iteration 72Q: 3 clusters Score -8365500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -8365504.500000 Penalty: 5315.011719
	Iteration 73Q: 3 clusters Score -8365504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -8365530.000000 Penalty: 5315.011719
	Iteration 74Q: 3 clusters Score -8365530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -8365541.500000 Penalty: 5315.011719
	Iteration 75Q: 3 clusters Score -8365542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -8365541.500000 Penalty: 5315.011719
	Iteration 76Q: 3 clusters Score -8365542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -8365555.000000 Penalty: 5315.011719
	Iteration 77Q: 3 clusters Score -8365555 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -8365560.000000 Penalty: 5315.011719
	Iteration 78Q: 3 clusters Score -8365560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -8365565.500000 Penalty: 5315.011719
	Iteration 79Q: 3 clusters Score -8365566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -8365582.500000 Penalty: 5315.011719
	Iteration 80F: 3 clusters Score -8365582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -8365577.000000 Penalty: 5315.011719
	Iteration 81Q: 3 clusters Score -8365577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -8365576.000000 Penalty: 5315.011719
	Iteration 82Q: 3 clusters Score -8365576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -8365575.500000 Penalty: 5315.011719
	Iteration 83Q: 3 clusters Score -8365576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -8365583.500000 Penalty: 5315.011719
	Iteration 84Q: 3 clusters Score -8365584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -8365595.500000 Penalty: 5315.011719
	Iteration 85Q: 3 clusters Score -8365596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -8365598.000000 Penalty: 5315.011719
	Iteration 86Q: 3 clusters Score -8365598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -8365595.000000 Penalty: 5315.011719
	Iteration 87Q: 3 clusters Score -8365595 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -8365606.500000 Penalty: 5315.011719
	Iteration 88Q: 3 clusters Score -8365606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -8365643.500000 Penalty: 5315.011719
	Iteration 89Q: 3 clusters Score -8365644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -8365657.500000 Penalty: 5315.011719
	Iteration 90Q: 3 clusters Score -8365658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -8365658.000000 Penalty: 5315.011719
	Iteration 91Q: 3 clusters Score -8365658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -8365686.000000 Penalty: 5315.011719
	Iteration 92Q: 3 clusters Score -8365686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -8365710.500000 Penalty: 5315.011719
	Iteration 93Q: 3 clusters Score -8365710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -8365708.500000 Penalty: 5315.011719
	Iteration 94Q: 3 clusters Score -8365708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -8365718.500000 Penalty: 5315.011719
	Iteration 95Q: 3 clusters Score -8365718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -8365732.000000 Penalty: 5315.011719
	Iteration 96Q: 3 clusters Score -8365732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -8365760.500000 Penalty: 5315.011719
	Iteration 97Q: 3 clusters Score -8365760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -8365754.500000 Penalty: 5315.011719
	Iteration 98Q: 3 clusters Score -8365754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -8365783.000000 Penalty: 5315.011719
	Iteration 99Q: 3 clusters Score -8365783 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -8365803.500000 Penalty: 5315.011719
	Iteration 100F: 3 clusters Score -8365804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -8365832.500000 Penalty: 5315.011719
	Iteration 101Q: 3 clusters Score -8365832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -8365832.500000 Penalty: 5315.011719
	Iteration 102Q: 3 clusters Score -8365832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -8365823.000000 Penalty: 5315.011719
	Iteration 103Q: 3 clusters Score -8365823 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -8365837.000000 Penalty: 5315.011719
	Iteration 104Q: 3 clusters Score -8365837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -8365841.000000 Penalty: 5315.011719
	Iteration 105Q: 3 clusters Score -8365841 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -8365850.000000 Penalty: 5315.011719
	Iteration 106Q: 3 clusters Score -8365850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -8365857.000000 Penalty: 5315.011719
	Iteration 107Q: 3 clusters Score -8365857 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -8365882.500000 Penalty: 5315.011719
	Iteration 108Q: 3 clusters Score -8365882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -8365875.500000 Penalty: 5315.011719
	Iteration 109Q: 3 clusters Score -8365876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -8365902.000000 Penalty: 5315.011719
	Iteration 110Q: 3 clusters Score -8365902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -8365905.500000 Penalty: 5315.011719
	Iteration 111Q: 3 clusters Score -8365906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -8365912.000000 Penalty: 5315.011719
	Iteration 112Q: 3 clusters Score -8365912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -8365905.500000 Penalty: 5315.011719
	Iteration 113Q: 3 clusters Score -8365906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -8365910.000000 Penalty: 5315.011719
	Iteration 114Q: 3 clusters Score -8365910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -8365930.500000 Penalty: 5315.011719
	Iteration 115Q: 3 clusters Score -8365930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -8365926.500000 Penalty: 5315.011719
	Iteration 116Q: 3 clusters Score -8365926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -8365906.500000 Penalty: 5315.011719
	Iteration 117Q: 3 clusters Score -8365906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -8365910.500000 Penalty: 5315.011719
	Iteration 118Q: 3 clusters Score -8365910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -8365907.500000 Penalty: 5315.011719
	Iteration 119Q: 3 clusters Score -8365908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -8365916.500000 Penalty: 5315.011719
	Iteration 120F: 3 clusters Score -8365916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -8365911.500000 Penalty: 5315.011719
	Iteration 121Q: 3 clusters Score -8365912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -8365913.000000 Penalty: 5315.011719
	Iteration 122Q: 3 clusters Score -8365913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -8365918.500000 Penalty: 5315.011719
	Iteration 123Q: 3 clusters Score -8365918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -8365922.000000 Penalty: 5315.011719
	Iteration 124Q: 3 clusters Score -8365922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -8365916.500000 Penalty: 5315.011719
	Iteration 125Q: 3 clusters Score -8365916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -8365916.000000 Penalty: 5315.011719
	Iteration 126Q: 3 clusters Score -8365916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -8365918.500000 Penalty: 5315.011719
	Iteration 127Q: 3 clusters Score -8365918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -8365917.000000 Penalty: 5315.011719
	Iteration 128Q: 3 clusters Score -8365917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -8365911.500000 Penalty: 5315.011719
	Iteration 129Q: 3 clusters Score -8365912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -8365913.500000 Penalty: 5315.011719
	Iteration 130Q: 3 clusters Score -8365914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -8365915.000000 Penalty: 5315.011719
	Iteration 131Q: 3 clusters Score -8365915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -8365915.000000 Penalty: 5315.011719
	Iteration 132F: 3 clusters Score -8365915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -155253.640625 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -155253.6 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 467 members 
Entering Unmasked Estep 
Score: -153418.453125 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -153418.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -153767.796875 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -153767.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -153932.140625 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -153932.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -154061.687500 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -154061.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -154161.078125 Penalty: 3370.670166
	Iteration 4F: 3 clusters Score -154161.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -154242.718750 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -154242.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -154299.375000 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -154299.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -154346.156250 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -154346.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -154385.828125 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -154385.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -154403.421875 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -154403.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -154418.265625 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -154418.3 nChanged 9
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: -154431.984375 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -154432 nChanged 13
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: -154453.937500 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -154453.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -154476.687500 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -154476.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -154498.703125 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -154498.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -154526.421875 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -154526.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -154624.781250 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -154624.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -154726.296875 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -154726.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -154784.890625 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -154784.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -154811.109375 Penalty: 3370.670166
	Iteration 19Q: 3 clusters Score -154811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -154824.078125 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -154824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -154825.937500 Penalty: 3370.670166
	Iteration 21Q: 3 clusters Score -154825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -154825.937500 Penalty: 3370.670166
	Iteration 22F: 3 clusters Score -154825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Entering Unmasked Estep 
Score: -8204078.500000 Penalty: 2654.744385
	Iteration 0F: 2 clusters Score -8204078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -8174614.000000 Penalty: 5309.488770
	Iteration 0F: 3 clusters Score -8174614 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -8185749.500000 Penalty: 5309.488770
	Iteration 1F: 3 clusters Score -8185750 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -8186217.500000 Penalty: 5309.488770
	Iteration 2Q: 3 clusters Score -8186218 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -8186577.500000 Penalty: 5309.488770
	Iteration 3Q: 3 clusters Score -8186578 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8186949.500000 Penalty: 5309.488770
	Iteration 4Q: 3 clusters Score -8186950 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -8187267.000000 Penalty: 5309.488770
	Iteration 5Q: 3 clusters Score -8187267 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -8187565.000000 Penalty: 5309.488770
	Iteration 6Q: 3 clusters Score -8187565 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -8187978.000000 Penalty: 5309.488770
	Iteration 7Q: 3 clusters Score -8187978 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -8188518.500000 Penalty: 5309.488770
	Iteration 8Q: 3 clusters Score -8188518 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -8189138.000000 Penalty: 5309.488770
	Iteration 9Q: 3 clusters Score -8189138 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -8189882.000000 Penalty: 5309.488770
	Iteration 10Q: 3 clusters Score -8189882 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -8190953.500000 Penalty: 5309.488770
	Iteration 11Q: 3 clusters Score -8190954 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -8192230.000000 Penalty: 5309.488770
	Iteration 12Q: 3 clusters Score -8192230 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -8193695.500000 Penalty: 5309.488770
	Iteration 13F: 3 clusters Score -8193696 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -8195329.000000 Penalty: 5309.488770
	Iteration 14F: 3 clusters Score -8195329 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -8196613.000000 Penalty: 5309.488770
	Iteration 15F: 3 clusters Score -8196613 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -8197353.000000 Penalty: 5309.488770
	Iteration 16Q: 3 clusters Score -8197353 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8197741.000000 Penalty: 5309.488770
	Iteration 17Q: 3 clusters Score -8197741 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -8197970.500000 Penalty: 5309.488770
	Iteration 18Q: 3 clusters Score -8197970 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -8198187.500000 Penalty: 5309.488770
	Iteration 19Q: 3 clusters Score -8198188 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -8198439.000000 Penalty: 5309.488770
	Iteration 20F: 3 clusters Score -8198439 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -8198659.000000 Penalty: 5309.488770
	Iteration 21Q: 3 clusters Score -8198659 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -8198943.000000 Penalty: 5309.488770
	Iteration 22Q: 3 clusters Score -8198943 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -8199201.500000 Penalty: 5309.488770
	Iteration 23Q: 3 clusters Score -8199202 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -8199475.500000 Penalty: 5309.488770
	Iteration 24Q: 3 clusters Score -8199476 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -8199638.500000 Penalty: 5309.488770
	Iteration 25Q: 3 clusters Score -8199638 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -8199757.000000 Penalty: 5309.488770
	Iteration 26Q: 3 clusters Score -8199757 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -8199918.000000 Penalty: 5309.488770
	Iteration 27Q: 3 clusters Score -8199918 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -8200104.500000 Penalty: 5309.488770
	Iteration 28Q: 3 clusters Score -8200104 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -8200240.000000 Penalty: 5309.488770
	Iteration 29Q: 3 clusters Score -8200240 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -8200360.500000 Penalty: 5309.488770
	Iteration 30Q: 3 clusters Score -8200360 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -8200514.000000 Penalty: 5309.488770
	Iteration 31Q: 3 clusters Score -8200514 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -8200661.500000 Penalty: 5309.488770
	Iteration 32Q: 3 clusters Score -8200662 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -8200788.500000 Penalty: 5309.488770
	Iteration 33Q: 3 clusters Score -8200788 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -8200909.500000 Penalty: 5309.488770
	Iteration 34Q: 3 clusters Score -8200910 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -8201015.000000 Penalty: 5309.488770
	Iteration 35Q: 3 clusters Score -8201015 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -8201100.000000 Penalty: 5309.488770
	Iteration 36Q: 3 clusters Score -8201100 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -8201193.000000 Penalty: 5309.488770
	Iteration 37Q: 3 clusters Score -8201193 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -8201223.500000 Penalty: 5309.488770
	Iteration 38Q: 3 clusters Score -8201224 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -8201307.000000 Penalty: 5309.488770
	Iteration 39Q: 3 clusters Score -8201307 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -8201418.000000 Penalty: 5309.488770
	Iteration 40F: 3 clusters Score -8201418 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -8201488.500000 Penalty: 5309.488770
	Iteration 41Q: 3 clusters Score -8201488 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -8201557.000000 Penalty: 5309.488770
	Iteration 42Q: 3 clusters Score -8201557 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -8201633.000000 Penalty: 5309.488770
	Iteration 43Q: 3 clusters Score -8201633 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -8201705.000000 Penalty: 5309.488770
	Iteration 44Q: 3 clusters Score -8201705 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -8201798.000000 Penalty: 5309.488770
	Iteration 45Q: 3 clusters Score -8201798 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -8201867.500000 Penalty: 5309.488770
	Iteration 46Q: 3 clusters Score -8201868 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -8201919.500000 Penalty: 5309.488770
	Iteration 47Q: 3 clusters Score -8201920 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -8201984.000000 Penalty: 5309.488770
	Iteration 48Q: 3 clusters Score -8201984 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -8202033.000000 Penalty: 5309.488770
	Iteration 49Q: 3 clusters Score -8202033 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -8202081.500000 Penalty: 5309.488770
	Iteration 50Q: 3 clusters Score -8202082 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -8202120.000000 Penalty: 5309.488770
	Iteration 51Q: 3 clusters Score -8202120 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -8202165.500000 Penalty: 5309.488770
	Iteration 52Q: 3 clusters Score -8202166 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -8202202.000000 Penalty: 5309.488770
	Iteration 53Q: 3 clusters Score -8202202 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -8202252.500000 Penalty: 5309.488770
	Iteration 54Q: 3 clusters Score -8202252 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -8202315.000000 Penalty: 5309.488770
	Iteration 55Q: 3 clusters Score -8202315 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -8202335.500000 Penalty: 5309.488770
	Iteration 56Q: 3 clusters Score -8202336 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -8202378.000000 Penalty: 5309.488770
	Iteration 57Q: 3 clusters Score -8202378 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -8202400.000000 Penalty: 5309.488770
	Iteration 58Q: 3 clusters Score -8202400 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -8202424.500000 Penalty: 5309.488770
	Iteration 59Q: 3 clusters Score -8202424 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -8202421.500000 Penalty: 5309.488770
	Iteration 60F: 3 clusters Score -8202422 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -8202449.500000 Penalty: 5309.488770
	Iteration 61Q: 3 clusters Score -8202450 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -8202470.000000 Penalty: 5309.488770
	Iteration 62Q: 3 clusters Score -8202470 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -8202499.000000 Penalty: 5309.488770
	Iteration 63Q: 3 clusters Score -8202499 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -8202519.500000 Penalty: 5309.488770
	Iteration 64Q: 3 clusters Score -8202520 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -8202490.500000 Penalty: 5309.488770
	Iteration 65Q: 3 clusters Score -8202490 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -8202509.000000 Penalty: 5309.488770
	Iteration 66Q: 3 clusters Score -8202509 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -8202520.000000 Penalty: 5309.488770
	Iteration 67Q: 3 clusters Score -8202520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -8202551.500000 Penalty: 5309.488770
	Iteration 68Q: 3 clusters Score -8202552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -8202557.500000 Penalty: 5309.488770
	Iteration 69Q: 3 clusters Score -8202558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -8202576.500000 Penalty: 5309.488770
	Iteration 70Q: 3 clusters Score -8202576 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -8202597.500000 Penalty: 5309.488770
	Iteration 71Q: 3 clusters Score -8202598 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -8202611.000000 Penalty: 5309.488770
	Iteration 72Q: 3 clusters Score -8202611 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -8202637.000000 Penalty: 5309.488770
	Iteration 73Q: 3 clusters Score -8202637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -8202672.000000 Penalty: 5309.488770
	Iteration 74Q: 3 clusters Score -8202672 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -8202652.000000 Penalty: 5309.488770
	Iteration 75Q: 3 clusters Score -8202652 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -8202665.500000 Penalty: 5309.488770
	Iteration 76Q: 3 clusters Score -8202666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -8202669.000000 Penalty: 5309.488770
	Iteration 77Q: 3 clusters Score -8202669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -8202694.500000 Penalty: 5309.488770
	Iteration 78Q: 3 clusters Score -8202694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8202694.000000 Penalty: 5309.488770
	Iteration 79Q: 3 clusters Score -8202694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8202704.500000 Penalty: 5309.488770
	Iteration 80F: 3 clusters Score -8202704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -8202689.500000 Penalty: 5309.488770
	Iteration 81Q: 3 clusters Score -8202690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8202679.500000 Penalty: 5309.488770
	Iteration 82Q: 3 clusters Score -8202680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -8202699.500000 Penalty: 5309.488770
	Iteration 83Q: 3 clusters Score -8202700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8202692.500000 Penalty: 5309.488770
	Iteration 84Q: 3 clusters Score -8202692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -8202689.500000 Penalty: 5309.488770
	Iteration 85Q: 3 clusters Score -8202690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -8202682.000000 Penalty: 5309.488770
	Iteration 86Q: 3 clusters Score -8202682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -8202688.000000 Penalty: 5309.488770
	Iteration 87Q: 3 clusters Score -8202688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -8202660.500000 Penalty: 5309.488770
	Iteration 88Q: 3 clusters Score -8202660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8202676.500000 Penalty: 5309.488770
	Iteration 89Q: 3 clusters Score -8202676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8202662.500000 Penalty: 5309.488770
	Iteration 90Q: 3 clusters Score -8202662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -8202670.000000 Penalty: 5309.488770
	Iteration 91Q: 3 clusters Score -8202670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -8202688.500000 Penalty: 5309.488770
	Iteration 92Q: 3 clusters Score -8202688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8202687.000000 Penalty: 5309.488770
	Iteration 93Q: 3 clusters Score -8202687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8202684.500000 Penalty: 5309.488770
	Iteration 94Q: 3 clusters Score -8202684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -8202681.500000 Penalty: 5309.488770
	Iteration 95Q: 3 clusters Score -8202682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -8202676.000000 Penalty: 5309.488770
	Iteration 96Q: 3 clusters Score -8202676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -8202677.500000 Penalty: 5309.488770
	Iteration 97Q: 3 clusters Score -8202678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -8202658.000000 Penalty: 5309.488770
	Iteration 98Q: 3 clusters Score -8202658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8202666.000000 Penalty: 5309.488770
	Iteration 99Q: 3 clusters Score -8202666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8202660.500000 Penalty: 5309.488770
	Iteration 100F: 3 clusters Score -8202660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8202657.500000 Penalty: 5309.488770
	Iteration 101Q: 3 clusters Score -8202658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -8202651.500000 Penalty: 5309.488770
	Iteration 102Q: 3 clusters Score -8202652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -8202653.500000 Penalty: 5309.488770
	Iteration 103Q: 3 clusters Score -8202654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8202661.500000 Penalty: 5309.488770
	Iteration 104Q: 3 clusters Score -8202662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -8202662.000000 Penalty: 5309.488770
	Iteration 105Q: 3 clusters Score -8202662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8202661.500000 Penalty: 5309.488770
	Iteration 106Q: 3 clusters Score -8202662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8202665.000000 Penalty: 5309.488770
	Iteration 107Q: 3 clusters Score -8202665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8202660.000000 Penalty: 5309.488770
	Iteration 108Q: 3 clusters Score -8202660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8202660.000000 Penalty: 5309.488770
	Iteration 109F: 3 clusters Score -8202660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Entering Unmasked Estep 
Score: -9050594.000000 Penalty: 2676.031982
	Iteration 0F: 2 clusters Score -9050594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -9021078.000000 Penalty: 5352.063965
	Iteration 0F: 3 clusters Score -9021078 nChanged 22273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -9033363.000000 Penalty: 5352.063965
	Iteration 1F: 3 clusters Score -9033363 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -9033894.000000 Penalty: 5352.063965
	Iteration 2Q: 3 clusters Score -9033894 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -9034529.000000 Penalty: 5352.063965
	Iteration 3Q: 3 clusters Score -9034529 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -9035128.000000 Penalty: 5352.063965
	Iteration 4Q: 3 clusters Score -9035128 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -9035804.000000 Penalty: 5352.063965
	Iteration 5Q: 3 clusters Score -9035804 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -9036768.000000 Penalty: 5352.063965
	Iteration 6Q: 3 clusters Score -9036768 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -9038042.000000 Penalty: 5352.063965
	Iteration 7Q: 3 clusters Score -9038042 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -9039666.000000 Penalty: 5352.063965
	Iteration 8F: 3 clusters Score -9039666 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -9041577.000000 Penalty: 5352.063965
	Iteration 9F: 3 clusters Score -9041577 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -9043672.000000 Penalty: 5352.063965
	Iteration 10F: 3 clusters Score -9043672 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -9045203.000000 Penalty: 5352.063965
	Iteration 11F: 3 clusters Score -9045203 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -9046190.000000 Penalty: 5352.063965
	Iteration 12Q: 3 clusters Score -9046190 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -9046822.000000 Penalty: 5352.063965
	Iteration 13Q: 3 clusters Score -9046822 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -9047304.000000 Penalty: 5352.063965
	Iteration 14Q: 3 clusters Score -9047304 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -9047718.000000 Penalty: 5352.063965
	Iteration 15Q: 3 clusters Score -9047718 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -9047977.000000 Penalty: 5352.063965
	Iteration 16Q: 3 clusters Score -9047977 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -9048209.000000 Penalty: 5352.063965
	Iteration 17Q: 3 clusters Score -9048209 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -9048423.000000 Penalty: 5352.063965
	Iteration 18Q: 3 clusters Score -9048423 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -9048572.000000 Penalty: 5352.063965
	Iteration 19Q: 3 clusters Score -9048572 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -9048696.000000 Penalty: 5352.063965
	Iteration 20F: 3 clusters Score -9048696 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -9048803.000000 Penalty: 5352.063965
	Iteration 21Q: 3 clusters Score -9048803 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -9048880.000000 Penalty: 5352.063965
	Iteration 22Q: 3 clusters Score -9048880 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -9048947.000000 Penalty: 5352.063965
	Iteration 23Q: 3 clusters Score -9048947 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -9049003.000000 Penalty: 5352.063965
	Iteration 24Q: 3 clusters Score -9049003 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -9049036.000000 Penalty: 5352.063965
	Iteration 25Q: 3 clusters Score -9049036 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -9049078.000000 Penalty: 5352.063965
	Iteration 26Q: 3 clusters Score -9049078 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -9049097.000000 Penalty: 5352.063965
	Iteration 27Q: 3 clusters Score -9049097 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -9049097.000000 Penalty: 5352.063965
	Iteration 28Q: 3 clusters Score -9049097 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -9049108.000000 Penalty: 5352.063965
	Iteration 29Q: 3 clusters Score -9049108 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -9049124.000000 Penalty: 5352.063965
	Iteration 30Q: 3 clusters Score -9049124 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -9049120.000000 Penalty: 5352.063965
	Iteration 31Q: 3 clusters Score -9049120 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -9049156.000000 Penalty: 5352.063965
	Iteration 32Q: 3 clusters Score -9049156 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -9049165.000000 Penalty: 5352.063965
	Iteration 33Q: 3 clusters Score -9049165 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -9049196.000000 Penalty: 5352.063965
	Iteration 34Q: 3 clusters Score -9049196 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -9049245.000000 Penalty: 5352.063965
	Iteration 35Q: 3 clusters Score -9049245 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -9049261.000000 Penalty: 5352.063965
	Iteration 36Q: 3 clusters Score -9049261 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -9049313.000000 Penalty: 5352.063965
	Iteration 37Q: 3 clusters Score -9049313 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -9049356.000000 Penalty: 5352.063965
	Iteration 38Q: 3 clusters Score -9049356 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -9049357.000000 Penalty: 5352.063965
	Iteration 39Q: 3 clusters Score -9049357 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -9049369.000000 Penalty: 5352.063965
	Iteration 40F: 3 clusters Score -9049369 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -9049376.000000 Penalty: 5352.063965
	Iteration 41Q: 3 clusters Score -9049376 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -9049421.000000 Penalty: 5352.063965
	Iteration 42Q: 3 clusters Score -9049421 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -9049457.000000 Penalty: 5352.063965
	Iteration 43Q: 3 clusters Score -9049457 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -9049476.000000 Penalty: 5352.063965
	Iteration 44Q: 3 clusters Score -9049476 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -9049481.000000 Penalty: 5352.063965
	Iteration 45Q: 3 clusters Score -9049481 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -9049489.000000 Penalty: 5352.063965
	Iteration 46Q: 3 clusters Score -9049489 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -9049530.000000 Penalty: 5352.063965
	Iteration 47Q: 3 clusters Score -9049530 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -9049551.000000 Penalty: 5352.063965
	Iteration 48Q: 3 clusters Score -9049551 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -9049562.000000 Penalty: 5352.063965
	Iteration 49Q: 3 clusters Score -9049562 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -9049564.000000 Penalty: 5352.063965
	Iteration 50Q: 3 clusters Score -9049564 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -9049575.000000 Penalty: 5352.063965
	Iteration 51Q: 3 clusters Score -9049575 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -9049602.000000 Penalty: 5352.063965
	Iteration 52Q: 3 clusters Score -9049602 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -9049628.000000 Penalty: 5352.063965
	Iteration 53Q: 3 clusters Score -9049628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -9049630.000000 Penalty: 5352.063965
	Iteration 54Q: 3 clusters Score -9049630 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -9049615.000000 Penalty: 5352.063965
	Iteration 55Q: 3 clusters Score -9049615 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -9049611.000000 Penalty: 5352.063965
	Iteration 56Q: 3 clusters Score -9049611 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -9049636.000000 Penalty: 5352.063965
	Iteration 57Q: 3 clusters Score -9049636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -9049650.000000 Penalty: 5352.063965
	Iteration 58Q: 3 clusters Score -9049650 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -9049696.000000 Penalty: 5352.063965
	Iteration 59Q: 3 clusters Score -9049696 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -9049718.000000 Penalty: 5352.063965
	Iteration 60F: 3 clusters Score -9049718 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -9049712.000000 Penalty: 5352.063965
	Iteration 61Q: 3 clusters Score -9049712 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -9049722.000000 Penalty: 5352.063965
	Iteration 62Q: 3 clusters Score -9049722 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -9049705.000000 Penalty: 5352.063965
	Iteration 63Q: 3 clusters Score -9049705 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -9049740.000000 Penalty: 5352.063965
	Iteration 64Q: 3 clusters Score -9049740 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -9049743.000000 Penalty: 5352.063965
	Iteration 65Q: 3 clusters Score -9049743 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -9049748.000000 Penalty: 5352.063965
	Iteration 66Q: 3 clusters Score -9049748 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -9049767.000000 Penalty: 5352.063965
	Iteration 67Q: 3 clusters Score -9049767 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -9049758.000000 Penalty: 5352.063965
	Iteration 68Q: 3 clusters Score -9049758 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -9049767.000000 Penalty: 5352.063965
	Iteration 69Q: 3 clusters Score -9049767 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -9049780.000000 Penalty: 5352.063965
	Iteration 70Q: 3 clusters Score -9049780 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -9049798.000000 Penalty: 5352.063965
	Iteration 71Q: 3 clusters Score -9049798 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -9049815.000000 Penalty: 5352.063965
	Iteration 72Q: 3 clusters Score -9049815 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -9049826.000000 Penalty: 5352.063965
	Iteration 73Q: 3 clusters Score -9049826 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -9049838.000000 Penalty: 5352.063965
	Iteration 74Q: 3 clusters Score -9049838 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -9049869.000000 Penalty: 5352.063965
	Iteration 75Q: 3 clusters Score -9049869 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -9049877.000000 Penalty: 5352.063965
	Iteration 76Q: 3 clusters Score -9049877 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -9049895.000000 Penalty: 5352.063965
	Iteration 77Q: 3 clusters Score -9049895 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -9049908.000000 Penalty: 5352.063965
	Iteration 78Q: 3 clusters Score -9049908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -9049926.000000 Penalty: 5352.063965
	Iteration 79Q: 3 clusters Score -9049926 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -9049960.000000 Penalty: 5352.063965
	Iteration 80F: 3 clusters Score -9049960 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -9049994.000000 Penalty: 5352.063965
	Iteration 81Q: 3 clusters Score -9049994 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -9050019.000000 Penalty: 5352.063965
	Iteration 82Q: 3 clusters Score -9050019 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -9050024.000000 Penalty: 5352.063965
	Iteration 83Q: 3 clusters Score -9050024 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -9050025.000000 Penalty: 5352.063965
	Iteration 84Q: 3 clusters Score -9050025 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -9050021.000000 Penalty: 5352.063965
	Iteration 85Q: 3 clusters Score -9050021 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -9050033.000000 Penalty: 5352.063965
	Iteration 86Q: 3 clusters Score -9050033 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -9050044.000000 Penalty: 5352.063965
	Iteration 87Q: 3 clusters Score -9050044 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -9050044.000000 Penalty: 5352.063965
	Iteration 88Q: 3 clusters Score -9050044 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -9050044.000000 Penalty: 5352.063965
	Iteration 89Q: 3 clusters Score -9050044 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -9050058.000000 Penalty: 5352.063965
	Iteration 90Q: 3 clusters Score -9050058 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -9050065.000000 Penalty: 5352.063965
	Iteration 91Q: 3 clusters Score -9050065 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -9050078.000000 Penalty: 5352.063965
	Iteration 92Q: 3 clusters Score -9050078 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -9050080.000000 Penalty: 5352.063965
	Iteration 93Q: 3 clusters Score -9050080 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -9050099.000000 Penalty: 5352.063965
	Iteration 94Q: 3 clusters Score -9050099 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -9050074.000000 Penalty: 5352.063965
	Iteration 95Q: 3 clusters Score -9050074 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -9050064.000000 Penalty: 5352.063965
	Iteration 96Q: 3 clusters Score -9050064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -9050052.000000 Penalty: 5352.063965
	Iteration 97Q: 3 clusters Score -9050052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -9050049.000000 Penalty: 5352.063965
	Iteration 98Q: 3 clusters Score -9050049 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -9050062.000000 Penalty: 5352.063965
	Iteration 99Q: 3 clusters Score -9050062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -9050070.000000 Penalty: 5352.063965
	Iteration 100F: 3 clusters Score -9050070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -9050068.000000 Penalty: 5352.063965
	Iteration 101Q: 3 clusters Score -9050068 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -9050043.000000 Penalty: 5352.063965
	Iteration 102Q: 3 clusters Score -9050043 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -9050038.000000 Penalty: 5352.063965
	Iteration 103Q: 3 clusters Score -9050038 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -9050014.000000 Penalty: 5352.063965
	Iteration 104Q: 3 clusters Score -9050014 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -9050005.000000 Penalty: 5352.063965
	Iteration 105Q: 3 clusters Score -9050005 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -9049996.000000 Penalty: 5352.063965
	Iteration 106Q: 3 clusters Score -9049996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -9049991.000000 Penalty: 5352.063965
	Iteration 107Q: 3 clusters Score -9049991 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -9049991.000000 Penalty: 5352.063965
	Iteration 108Q: 3 clusters Score -9049991 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -9049985.000000 Penalty: 5352.063965
	Iteration 109Q: 3 clusters Score -9049985 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -9049952.000000 Penalty: 5352.063965
	Iteration 110Q: 3 clusters Score -9049952 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -9049942.000000 Penalty: 5352.063965
	Iteration 111Q: 3 clusters Score -9049942 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -9049937.000000 Penalty: 5352.063965
	Iteration 112Q: 3 clusters Score -9049937 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -9049914.000000 Penalty: 5352.063965
	Iteration 113Q: 3 clusters Score -9049914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -9049875.000000 Penalty: 5352.063965
	Iteration 114Q: 3 clusters Score -9049875 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -9049827.000000 Penalty: 5352.063965
	Iteration 115Q: 3 clusters Score -9049827 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -9049792.000000 Penalty: 5352.063965
	Iteration 116Q: 3 clusters Score -9049792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -9049758.000000 Penalty: 5352.063965
	Iteration 117Q: 3 clusters Score -9049758 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9049751.000000 Penalty: 5352.063965
	Iteration 118Q: 3 clusters Score -9049751 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -9049709.000000 Penalty: 5352.063965
	Iteration 119Q: 3 clusters Score -9049709 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -9049678.000000 Penalty: 5352.063965
	Iteration 120F: 3 clusters Score -9049678 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -9049664.000000 Penalty: 5352.063965
	Iteration 121Q: 3 clusters Score -9049664 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -9049635.000000 Penalty: 5352.063965
	Iteration 122Q: 3 clusters Score -9049635 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -9049602.000000 Penalty: 5352.063965
	Iteration 123Q: 3 clusters Score -9049602 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -9049590.000000 Penalty: 5352.063965
	Iteration 124Q: 3 clusters Score -9049590 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -9049575.000000 Penalty: 5352.063965
	Iteration 125Q: 3 clusters Score -9049575 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -9049533.000000 Penalty: 5352.063965
	Iteration 126Q: 3 clusters Score -9049533 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9049487.000000 Penalty: 5352.063965
	Iteration 127Q: 3 clusters Score -9049487 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9049455.000000 Penalty: 5352.063965
	Iteration 128Q: 3 clusters Score -9049455 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -9049422.000000 Penalty: 5352.063965
	Iteration 129Q: 3 clusters Score -9049422 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9049418.000000 Penalty: 5352.063965
	Iteration 130Q: 3 clusters Score -9049418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9049353.000000 Penalty: 5352.063965
	Iteration 131Q: 3 clusters Score -9049353 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9049332.000000 Penalty: 5352.063965
	Iteration 132Q: 3 clusters Score -9049332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9049279.000000 Penalty: 5352.063965
	Iteration 133Q: 3 clusters Score -9049279 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9049284.000000 Penalty: 5352.063965
	Iteration 134Q: 3 clusters Score -9049284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9049268.000000 Penalty: 5352.063965
	Iteration 135Q: 3 clusters Score -9049268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9049238.000000 Penalty: 5352.063965
	Iteration 136Q: 3 clusters Score -9049238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9049236.000000 Penalty: 5352.063965
	Iteration 137Q: 3 clusters Score -9049236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9049213.000000 Penalty: 5352.063965
	Iteration 138Q: 3 clusters Score -9049213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9049214.000000 Penalty: 5352.063965
	Iteration 139Q: 3 clusters Score -9049214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -9049198.000000 Penalty: 5352.063965
	Iteration 140F: 3 clusters Score -9049198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9049202.000000 Penalty: 5352.063965
	Iteration 141Q: 3 clusters Score -9049202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9049196.000000 Penalty: 5352.063965
	Iteration 142Q: 3 clusters Score -9049196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9049195.000000 Penalty: 5352.063965
	Iteration 143Q: 3 clusters Score -9049195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9049199.000000 Penalty: 5352.063965
	Iteration 144Q: 3 clusters Score -9049199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9049202.000000 Penalty: 5352.063965
	Iteration 145Q: 3 clusters Score -9049202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9049202.000000 Penalty: 5352.063965
	Iteration 146Q: 3 clusters Score -9049202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9049184.000000 Penalty: 5352.063965
	Iteration 147Q: 3 clusters Score -9049184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -9049194.000000 Penalty: 5352.063965
	Iteration 148Q: 3 clusters Score -9049194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9049174.000000 Penalty: 5352.063965
	Iteration 149Q: 3 clusters Score -9049174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -9049161.000000 Penalty: 5352.063965
	Iteration 150Q: 3 clusters Score -9049161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9049144.000000 Penalty: 5352.063965
	Iteration 151Q: 3 clusters Score -9049144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9049148.000000 Penalty: 5352.063965
	Iteration 152Q: 3 clusters Score -9049148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9049141.000000 Penalty: 5352.063965
	Iteration 153Q: 3 clusters Score -9049141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9049134.000000 Penalty: 5352.063965
	Iteration 154Q: 3 clusters Score -9049134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9049132.000000 Penalty: 5352.063965
	Iteration 155Q: 3 clusters Score -9049132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9049113.000000 Penalty: 5352.063965
	Iteration 156Q: 3 clusters Score -9049113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -9049094.000000 Penalty: 5352.063965
	Iteration 157Q: 3 clusters Score -9049094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9049087.000000 Penalty: 5352.063965
	Iteration 158Q: 3 clusters Score -9049087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9049079.000000 Penalty: 5352.063965
	Iteration 159Q: 3 clusters Score -9049079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9049084.000000 Penalty: 5352.063965
	Iteration 160F: 3 clusters Score -9049084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9049086.000000 Penalty: 5352.063965
	Iteration 161Q: 3 clusters Score -9049086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9049084.000000 Penalty: 5352.063965
	Iteration 162Q: 3 clusters Score -9049084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9049082.000000 Penalty: 5352.063965
	Iteration 163Q: 3 clusters Score -9049082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9049083.000000 Penalty: 5352.063965
	Iteration 164Q: 3 clusters Score -9049083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9049071.000000 Penalty: 5352.063965
	Iteration 165Q: 3 clusters Score -9049071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9049069.000000 Penalty: 5352.063965
	Iteration 166Q: 3 clusters Score -9049069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9049077.000000 Penalty: 5352.063965
	Iteration 167Q: 3 clusters Score -9049077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9049083.000000 Penalty: 5352.063965
	Iteration 168Q: 3 clusters Score -9049083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9049071.000000 Penalty: 5352.063965
	Iteration 169Q: 3 clusters Score -9049071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9049070.000000 Penalty: 5352.063965
	Iteration 170Q: 3 clusters Score -9049070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9049065.000000 Penalty: 5352.063965
	Iteration 171Q: 3 clusters Score -9049065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9049061.000000 Penalty: 5352.063965
	Iteration 172Q: 3 clusters Score -9049061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9049064.000000 Penalty: 5352.063965
	Iteration 173Q: 3 clusters Score -9049064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9049056.000000 Penalty: 5352.063965
	Iteration 174Q: 3 clusters Score -9049056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9049063.000000 Penalty: 5352.063965
	Iteration 175Q: 3 clusters Score -9049063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9049066.000000 Penalty: 5352.063965
	Iteration 176Q: 3 clusters Score -9049066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9049056.000000 Penalty: 5352.063965
	Iteration 177Q: 3 clusters Score -9049056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9049056.000000 Penalty: 5352.063965
	Iteration 178F: 3 clusters Score -9049056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Entering Unmasked Estep 
Score: -8306112.500000 Penalty: 2656.026611
	Iteration 0F: 2 clusters Score -8306112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -8276866.000000 Penalty: 5312.053223
	Iteration 0F: 3 clusters Score -8276866 nChanged 20478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -8288175.500000 Penalty: 5312.053223
	Iteration 1F: 3 clusters Score -8288176 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -8288788.000000 Penalty: 5312.053223
	Iteration 2Q: 3 clusters Score -8288788 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -8289458.500000 Penalty: 5312.053223
	Iteration 3Q: 3 clusters Score -8289458 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -8290367.500000 Penalty: 5312.053223
	Iteration 4Q: 3 clusters Score -8290368 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -8291682.000000 Penalty: 5312.053223
	Iteration 5F: 3 clusters Score -8291682 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -8293561.500000 Penalty: 5312.053223
	Iteration 6F: 3 clusters Score -8293562 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -8295977.000000 Penalty: 5312.053223
	Iteration 7F: 3 clusters Score -8295977 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -8298753.500000 Penalty: 5312.053223
	Iteration 8F: 3 clusters Score -8298754 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -8300958.500000 Penalty: 5312.053223
	Iteration 9F: 3 clusters Score -8300958 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -8302632.000000 Penalty: 5312.053223
	Iteration 10Q: 3 clusters Score -8302632 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -8303715.500000 Penalty: 5312.053223
	Iteration 11Q: 3 clusters Score -8303716 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -8304271.500000 Penalty: 5312.053223
	Iteration 12Q: 3 clusters Score -8304272 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -8304513.500000 Penalty: 5312.053223
	Iteration 13Q: 3 clusters Score -8304514 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8304634.500000 Penalty: 5312.053223
	Iteration 14Q: 3 clusters Score -8304634 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -8304702.500000 Penalty: 5312.053223
	Iteration 15Q: 3 clusters Score -8304702 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -8304775.500000 Penalty: 5312.053223
	Iteration 16Q: 3 clusters Score -8304776 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -8304822.500000 Penalty: 5312.053223
	Iteration 17Q: 3 clusters Score -8304822 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -8304852.000000 Penalty: 5312.053223
	Iteration 18Q: 3 clusters Score -8304852 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -8304854.500000 Penalty: 5312.053223
	Iteration 19Q: 3 clusters Score -8304854 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -8304863.500000 Penalty: 5312.053223
	Iteration 20F: 3 clusters Score -8304864 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -8304877.500000 Penalty: 5312.053223
	Iteration 21Q: 3 clusters Score -8304878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -8304886.000000 Penalty: 5312.053223
	Iteration 22Q: 3 clusters Score -8304886 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -8304897.500000 Penalty: 5312.053223
	Iteration 23Q: 3 clusters Score -8304898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8304891.500000 Penalty: 5312.053223
	Iteration 24Q: 3 clusters Score -8304892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -8304895.000000 Penalty: 5312.053223
	Iteration 25Q: 3 clusters Score -8304895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -8304896.000000 Penalty: 5312.053223
	Iteration 26Q: 3 clusters Score -8304896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -8304899.500000 Penalty: 5312.053223
	Iteration 27Q: 3 clusters Score -8304900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -8304912.000000 Penalty: 5312.053223
	Iteration 28Q: 3 clusters Score -8304912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -8304902.500000 Penalty: 5312.053223
	Iteration 29Q: 3 clusters Score -8304902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8304901.500000 Penalty: 5312.053223
	Iteration 30Q: 3 clusters Score -8304902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -8304902.000000 Penalty: 5312.053223
	Iteration 31Q: 3 clusters Score -8304902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -8304903.000000 Penalty: 5312.053223
	Iteration 32Q: 3 clusters Score -8304903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -8304903.000000 Penalty: 5312.053223
	Iteration 33Q: 3 clusters Score -8304903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -8304901.000000 Penalty: 5312.053223
	Iteration 34Q: 3 clusters Score -8304901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -8304899.500000 Penalty: 5312.053223
	Iteration 35Q: 3 clusters Score -8304900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -8304907.000000 Penalty: 5312.053223
	Iteration 36Q: 3 clusters Score -8304907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -8304893.000000 Penalty: 5312.053223
	Iteration 37Q: 3 clusters Score -8304893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -8304898.500000 Penalty: 5312.053223
	Iteration 38Q: 3 clusters Score -8304898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -8304899.000000 Penalty: 5312.053223
	Iteration 39Q: 3 clusters Score -8304899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -8304909.000000 Penalty: 5312.053223
	Iteration 40F: 3 clusters Score -8304909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -8304901.500000 Penalty: 5312.053223
	Iteration 41Q: 3 clusters Score -8304902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -8304901.000000 Penalty: 5312.053223
	Iteration 42Q: 3 clusters Score -8304901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -8304904.000000 Penalty: 5312.053223
	Iteration 43Q: 3 clusters Score -8304904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -8304910.000000 Penalty: 5312.053223
	Iteration 44Q: 3 clusters Score -8304910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -8304911.000000 Penalty: 5312.053223
	Iteration 45Q: 3 clusters Score -8304911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -8304911.000000 Penalty: 5312.053223
	Iteration 46Q: 3 clusters Score -8304911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -8304911.000000 Penalty: 5312.053223
	Iteration 47F: 3 clusters Score -8304911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -104991.929688 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -104991.9 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 384 members 
Entering Unmasked Estep 
Score: -103284.906250 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -103284.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103764.070312 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -103764.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103980.984375 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -103981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104118.656250 Penalty: 3303.645264
	Iteration 3F: 3 clusters Score -104118.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104235.359375 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -104235.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104332.867188 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -104332.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104442.148438 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -104442.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104545.000000 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -104545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104625.515625 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -104625.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104750.859375 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -104750.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104832.351562 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -104832.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -104879.554688 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -104879.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104910.484375 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -104910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104925.929688 Penalty: 3303.645264
	Iteration 13Q: 3 clusters Score -104925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104942.054688 Penalty: 3303.645264
	Iteration 14Q: 3 clusters Score -104942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104943.429688 Penalty: 3303.645264
	Iteration 15Q: 3 clusters Score -104943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104947.304688 Penalty: 3303.645264
	Iteration 16Q: 3 clusters Score -104947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104951.804688 Penalty: 3303.645264
	Iteration 17Q: 3 clusters Score -104951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104953.531250 Penalty: 3303.645264
	Iteration 18Q: 3 clusters Score -104953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -104956.101562 Penalty: 3303.645264
	Iteration 19Q: 3 clusters Score -104956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -104956.101562 Penalty: 3303.645264
	Iteration 20F: 3 clusters Score -104956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Entering Unmasked Estep 
Score: -8974847.000000 Penalty: 2673.779785
	Iteration 0F: 2 clusters Score -8974847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -8944496.000000 Penalty: 5347.559570
	Iteration 0F: 3 clusters Score -8944496 nChanged 22302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -8956815.000000 Penalty: 5347.559570
	Iteration 1F: 3 clusters Score -8956815 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -8957462.000000 Penalty: 5347.559570
	Iteration 2Q: 3 clusters Score -8957462 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -8958142.000000 Penalty: 5347.559570
	Iteration 3Q: 3 clusters Score -8958142 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -8959001.000000 Penalty: 5347.559570
	Iteration 4Q: 3 clusters Score -8959001 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -8960149.000000 Penalty: 5347.559570
	Iteration 5Q: 3 clusters Score -8960149 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -8961625.000000 Penalty: 5347.559570
	Iteration 6F: 3 clusters Score -8961625 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -8963744.000000 Penalty: 5347.559570
	Iteration 7F: 3 clusters Score -8963744 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -8966102.000000 Penalty: 5347.559570
	Iteration 8F: 3 clusters Score -8966102 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -8968360.000000 Penalty: 5347.559570
	Iteration 9F: 3 clusters Score -8968360 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -8969907.000000 Penalty: 5347.559570
	Iteration 10Q: 3 clusters Score -8969907 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -8970952.000000 Penalty: 5347.559570
	Iteration 11Q: 3 clusters Score -8970952 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8971565.000000 Penalty: 5347.559570
	Iteration 12Q: 3 clusters Score -8971565 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8971981.000000 Penalty: 5347.559570
	Iteration 13Q: 3 clusters Score -8971981 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8972213.000000 Penalty: 5347.559570
	Iteration 14Q: 3 clusters Score -8972213 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8972334.000000 Penalty: 5347.559570
	Iteration 15Q: 3 clusters Score -8972334 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8972381.000000 Penalty: 5347.559570
	Iteration 16Q: 3 clusters Score -8972381 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8972414.000000 Penalty: 5347.559570
	Iteration 17Q: 3 clusters Score -8972414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8972467.000000 Penalty: 5347.559570
	Iteration 18Q: 3 clusters Score -8972467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8972508.000000 Penalty: 5347.559570
	Iteration 19Q: 3 clusters Score -8972508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8972533.000000 Penalty: 5347.559570
	Iteration 20F: 3 clusters Score -8972533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8972549.000000 Penalty: 5347.559570
	Iteration 21Q: 3 clusters Score -8972549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8972559.000000 Penalty: 5347.559570
	Iteration 22Q: 3 clusters Score -8972559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8972569.000000 Penalty: 5347.559570
	Iteration 23Q: 3 clusters Score -8972569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8972574.000000 Penalty: 5347.559570
	Iteration 24Q: 3 clusters Score -8972574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8972571.000000 Penalty: 5347.559570
	Iteration 25Q: 3 clusters Score -8972571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8972573.000000 Penalty: 5347.559570
	Iteration 26Q: 3 clusters Score -8972573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8972575.000000 Penalty: 5347.559570
	Iteration 27Q: 3 clusters Score -8972575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8972581.000000 Penalty: 5347.559570
	Iteration 28Q: 3 clusters Score -8972581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8972580.000000 Penalty: 5347.559570
	Iteration 29Q: 3 clusters Score -8972580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8972589.000000 Penalty: 5347.559570
	Iteration 30Q: 3 clusters Score -8972589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8972587.000000 Penalty: 5347.559570
	Iteration 31Q: 3 clusters Score -8972587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8972583.000000 Penalty: 5347.559570
	Iteration 32Q: 3 clusters Score -8972583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8972587.000000 Penalty: 5347.559570
	Iteration 33Q: 3 clusters Score -8972587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8972598.000000 Penalty: 5347.559570
	Iteration 34Q: 3 clusters Score -8972598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8972595.000000 Penalty: 5347.559570
	Iteration 35Q: 3 clusters Score -8972595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8972604.000000 Penalty: 5347.559570
	Iteration 36Q: 3 clusters Score -8972604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8972593.000000 Penalty: 5347.559570
	Iteration 37Q: 3 clusters Score -8972593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8972606.000000 Penalty: 5347.559570
	Iteration 38Q: 3 clusters Score -8972606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8972606.000000 Penalty: 5347.559570
	Iteration 39Q: 3 clusters Score -8972606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8972611.000000 Penalty: 5347.559570
	Iteration 40F: 3 clusters Score -8972611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8972616.000000 Penalty: 5347.559570
	Iteration 41Q: 3 clusters Score -8972616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8972615.000000 Penalty: 5347.559570
	Iteration 42Q: 3 clusters Score -8972615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8972618.000000 Penalty: 5347.559570
	Iteration 43Q: 3 clusters Score -8972618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8972618.000000 Penalty: 5347.559570
	Iteration 44F: 3 clusters Score -8972618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -24877.449219 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -24877.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23817.980469 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -23817.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24201.236328 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -24201.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24354.361328 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -24354.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24372.220703 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -24372.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24403.890625 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -24403.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24432.658203 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -24432.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24445.181641 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -24445.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24445.181641 Penalty: 2856.415283
	Iteration 7F: 3 clusters Score -24445.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -303213.343750 Penalty: 1856.541016
	Iteration 0F: 2 clusters Score -303213.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -300738.062500 Penalty: 3713.082031
	Iteration 0F: 3 clusters Score -300738.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -301238.625000 Penalty: 3713.082031
	Iteration 1F: 3 clusters Score -301238.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -301486.375000 Penalty: 3713.082031
	Iteration 2F: 3 clusters Score -301486.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -301630.968750 Penalty: 3713.082031
	Iteration 3F: 3 clusters Score -301631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -301685.437500 Penalty: 3713.082031
	Iteration 4Q: 3 clusters Score -301685.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -301722.781250 Penalty: 3713.082031
	Iteration 5Q: 3 clusters Score -301722.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -301747.343750 Penalty: 3713.082031
	Iteration 6Q: 3 clusters Score -301747.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -301768.187500 Penalty: 3713.082031
	Iteration 7Q: 3 clusters Score -301768.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -301783.718750 Penalty: 3713.082031
	Iteration 8Q: 3 clusters Score -301783.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -301801.093750 Penalty: 3713.082031
	Iteration 9Q: 3 clusters Score -301801.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -301834.968750 Penalty: 3713.082031
	Iteration 10Q: 3 clusters Score -301835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -301869.937500 Penalty: 3713.082031
	Iteration 11Q: 3 clusters Score -301869.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -301907.468750 Penalty: 3713.082031
	Iteration 12Q: 3 clusters Score -301907.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -301962.281250 Penalty: 3713.082031
	Iteration 13Q: 3 clusters Score -301962.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -302049.312500 Penalty: 3713.082031
	Iteration 14Q: 3 clusters Score -302049.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -302147.281250 Penalty: 3713.082031
	Iteration 15Q: 3 clusters Score -302147.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -302218.093750 Penalty: 3713.082031
	Iteration 16Q: 3 clusters Score -302218.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -302277.812500 Penalty: 3713.082031
	Iteration 17Q: 3 clusters Score -302277.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -302313.000000 Penalty: 3713.082031
	Iteration 18Q: 3 clusters Score -302313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -302325.437500 Penalty: 3713.082031
	Iteration 19Q: 3 clusters Score -302325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -302339.031250 Penalty: 3713.082031
	Iteration 20F: 3 clusters Score -302339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -302350.218750 Penalty: 3713.082031
	Iteration 21Q: 3 clusters Score -302350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -302359.281250 Penalty: 3713.082031
	Iteration 22Q: 3 clusters Score -302359.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -302372.187500 Penalty: 3713.082031
	Iteration 23Q: 3 clusters Score -302372.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -302385.812500 Penalty: 3713.082031
	Iteration 24Q: 3 clusters Score -302385.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -302401.281250 Penalty: 3713.082031
	Iteration 25Q: 3 clusters Score -302401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -302407.562500 Penalty: 3713.082031
	Iteration 26Q: 3 clusters Score -302407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -302413.093750 Penalty: 3713.082031
	Iteration 27Q: 3 clusters Score -302413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -302415.218750 Penalty: 3713.082031
	Iteration 28Q: 3 clusters Score -302415.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -302420.093750 Penalty: 3713.082031
	Iteration 29Q: 3 clusters Score -302420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -302421.843750 Penalty: 3713.082031
	Iteration 30Q: 3 clusters Score -302421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -302426.468750 Penalty: 3713.082031
	Iteration 31Q: 3 clusters Score -302426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -302428.375000 Penalty: 3713.082031
	Iteration 32Q: 3 clusters Score -302428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -302428.375000 Penalty: 3713.082031
	Iteration 33F: 3 clusters Score -302428.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -127357.921875 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -127357.9 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 381 members 
Entering Unmasked Estep 
Score: -125628.226562 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -125628.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -125872.835938 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -125872.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -125984.312500 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -125984.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -126102.007812 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -126102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -126272.117188 Penalty: 3272.860352
	Iteration 4F: 3 clusters Score -126272.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126564.601562 Penalty: 3272.860352
	Iteration 5F: 3 clusters Score -126564.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126861.726562 Penalty: 3272.860352
	Iteration 6F: 3 clusters Score -126861.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -127268.718750 Penalty: 3272.860352
	Iteration 7F: 3 clusters Score -127268.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -127553.101562 Penalty: 3272.860352
	Iteration 8F: 3 clusters Score -127553.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -127670.539062 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -127670.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -127784.476562 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -127784.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127841.742188 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -127841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127857.335938 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -127857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127857.335938 Penalty: 3272.860352
	Iteration 13F: 3 clusters Score -127857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 45060 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 44561 members 
Mstep: Class 6 contains 48555 members 
Mstep: Class 7 contains 44792 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48116 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 262 members 
Mstep: Class 13 contains 31134 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42774 members 
Mstep: Class 17 contains 42192 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44733 members 
Mstep: Class 20 contains 45865 members 
Mstep: Class 21 contains 44769 members 
Mstep: Class 22 contains 47058 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46343 members 
Mstep: Class 25 contains 472 members 
Entering Unmasked Estep 
Score: -106682256.000000 Penalty: 82330.929688
Splitting cluster 12 changes total score from -106683304.000000 to -106682256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (31134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Entering Unmasked Estep 
Score: -5608814.500000 Penalty: 2565.821777
	Iteration 0F: 2 clusters Score -5608814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5587695.000000 Penalty: 5131.643555
	Iteration 0F: 3 clusters Score -5587695 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -5595162.500000 Penalty: 5131.643555
	Iteration 1F: 3 clusters Score -5595162 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -5595636.500000 Penalty: 5131.643555
	Iteration 2Q: 3 clusters Score -5595636 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -5596075.000000 Penalty: 5131.643555
	Iteration 3Q: 3 clusters Score -5596075 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -5596456.000000 Penalty: 5131.643555
	Iteration 4Q: 3 clusters Score -5596456 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -5596913.000000 Penalty: 5131.643555
	Iteration 5Q: 3 clusters Score -5596913 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -5597408.500000 Penalty: 5131.643555
	Iteration 6Q: 3 clusters Score -5597408 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5598039.000000 Penalty: 5131.643555
	Iteration 7Q: 3 clusters Score -5598039 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -5598881.500000 Penalty: 5131.643555
	Iteration 8Q: 3 clusters Score -5598882 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -5599824.000000 Penalty: 5131.643555
	Iteration 9Q: 3 clusters Score -5599824 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -5600945.500000 Penalty: 5131.643555
	Iteration 10F: 3 clusters Score -5600946 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -5602237.000000 Penalty: 5131.643555
	Iteration 11F: 3 clusters Score -5602237 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -5603367.500000 Penalty: 5131.643555
	Iteration 12Q: 3 clusters Score -5603368 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -5604369.500000 Penalty: 5131.643555
	Iteration 13Q: 3 clusters Score -5604370 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -5605130.500000 Penalty: 5131.643555
	Iteration 14Q: 3 clusters Score -5605130 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -5605610.500000 Penalty: 5131.643555
	Iteration 15Q: 3 clusters Score -5605610 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -5605948.500000 Penalty: 5131.643555
	Iteration 16Q: 3 clusters Score -5605948 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -5606171.500000 Penalty: 5131.643555
	Iteration 17Q: 3 clusters Score -5606172 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -5606318.000000 Penalty: 5131.643555
	Iteration 18Q: 3 clusters Score -5606318 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -5606409.000000 Penalty: 5131.643555
	Iteration 19Q: 3 clusters Score -5606409 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -5606467.000000 Penalty: 5131.643555
	Iteration 20F: 3 clusters Score -5606467 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -5606509.000000 Penalty: 5131.643555
	Iteration 21Q: 3 clusters Score -5606509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -5606545.000000 Penalty: 5131.643555
	Iteration 22Q: 3 clusters Score -5606545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -5606560.000000 Penalty: 5131.643555
	Iteration 23Q: 3 clusters Score -5606560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -5606564.500000 Penalty: 5131.643555
	Iteration 24Q: 3 clusters Score -5606564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -5606577.000000 Penalty: 5131.643555
	Iteration 25Q: 3 clusters Score -5606577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -5606586.500000 Penalty: 5131.643555
	Iteration 26Q: 3 clusters Score -5606586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5606592.000000 Penalty: 5131.643555
	Iteration 27Q: 3 clusters Score -5606592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -5606591.500000 Penalty: 5131.643555
	Iteration 28Q: 3 clusters Score -5606592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5606599.000000 Penalty: 5131.643555
	Iteration 29Q: 3 clusters Score -5606599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5606598.500000 Penalty: 5131.643555
	Iteration 30Q: 3 clusters Score -5606598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -5606598.000000 Penalty: 5131.643555
	Iteration 31Q: 3 clusters Score -5606598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -5606607.500000 Penalty: 5131.643555
	Iteration 32Q: 3 clusters Score -5606608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5606607.000000 Penalty: 5131.643555
	Iteration 33Q: 3 clusters Score -5606607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5606607.000000 Penalty: 5131.643555
	Iteration 34F: 3 clusters Score -5606607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -257883.906250 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -257883.9 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 694 members 
Entering Unmasked Estep 
Score: -255638.515625 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -255638.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -255954.609375 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -255954.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -256045.828125 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -256045.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -256098.015625 Penalty: 3589.224365
	Iteration 3Q: 3 clusters Score -256098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -256138.593750 Penalty: 3589.224365
	Iteration 4Q: 3 clusters Score -256138.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -256150.656250 Penalty: 3589.224365
	Iteration 5Q: 3 clusters Score -256150.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -256160.593750 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -256160.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -256170.000000 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -256170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -256178.140625 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -256178.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -256185.515625 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -256185.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -256191.875000 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -256191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -256193.656250 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -256193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -256198.109375 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -256198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -256203.531250 Penalty: 3589.224365
	Iteration 13Q: 3 clusters Score -256203.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -256207.750000 Penalty: 3589.224365
	Iteration 14Q: 3 clusters Score -256207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -256213.937500 Penalty: 3589.224365
	Iteration 15Q: 3 clusters Score -256213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -256221.484375 Penalty: 3589.224365
	Iteration 16Q: 3 clusters Score -256221.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -256226.468750 Penalty: 3589.224365
	Iteration 17Q: 3 clusters Score -256226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -256227.843750 Penalty: 3589.224365
	Iteration 18Q: 3 clusters Score -256227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -256228.390625 Penalty: 3589.224365
	Iteration 19Q: 3 clusters Score -256228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -256230.875000 Penalty: 3589.224365
	Iteration 20F: 3 clusters Score -256230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -256231.750000 Penalty: 3589.224365
	Iteration 21Q: 3 clusters Score -256231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -256232.953125 Penalty: 3589.224365
	Iteration 22Q: 3 clusters Score -256233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -256233.750000 Penalty: 3589.224365
	Iteration 23Q: 3 clusters Score -256233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -256237.062500 Penalty: 3589.224365
	Iteration 24Q: 3 clusters Score -256237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -256241.625000 Penalty: 3589.224365
	Iteration 25Q: 3 clusters Score -256241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -256243.828125 Penalty: 3589.224365
	Iteration 26Q: 3 clusters Score -256243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -256247.031250 Penalty: 3589.224365
	Iteration 27Q: 3 clusters Score -256247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -256247.281250 Penalty: 3589.224365
	Iteration 28Q: 3 clusters Score -256247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -256247.281250 Penalty: 3589.224365
	Iteration 29F: 3 clusters Score -256247.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -141038.484375 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -141038.5 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 449 members 
Entering Unmasked Estep 
Score: -139239.234375 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -139239.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -139568.796875 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -139568.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -139681.937500 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -139681.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -139752.687500 Penalty: 3374.538574
	Iteration 3Q: 3 clusters Score -139752.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -139812.937500 Penalty: 3374.538574
	Iteration 4Q: 3 clusters Score -139812.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -139848.687500 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -139848.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -139877.843750 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -139877.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -139901.031250 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -139901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -139911.437500 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -139911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -139923.250000 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -139923.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -139929.562500 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -139929.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -139945.546875 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -139945.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -139952.171875 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -139952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -139954.609375 Penalty: 3374.538574
	Iteration 13Q: 3 clusters Score -139954.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -139956.968750 Penalty: 3374.538574
	Iteration 14Q: 3 clusters Score -139957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -139957.578125 Penalty: 3374.538574
	Iteration 15Q: 3 clusters Score -139957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -139962.546875 Penalty: 3374.538574
	Iteration 16Q: 3 clusters Score -139962.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -139962.546875 Penalty: 3374.538574
	Iteration 17F: 3 clusters Score -139962.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Entering Unmasked Estep 
Score: -7914596.000000 Penalty: 2644.593994
	Iteration 0F: 2 clusters Score -7914596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -7886198.000000 Penalty: 5289.187988
	Iteration 0F: 3 clusters Score -7886198 nChanged 19689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -7897066.500000 Penalty: 5289.187988
	Iteration 1F: 3 clusters Score -7897066 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -7897794.500000 Penalty: 5289.187988
	Iteration 2Q: 3 clusters Score -7897794 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -7898710.500000 Penalty: 5289.187988
	Iteration 3Q: 3 clusters Score -7898710 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -7899969.500000 Penalty: 5289.187988
	Iteration 4F: 3 clusters Score -7899970 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -7901477.500000 Penalty: 5289.187988
	Iteration 5F: 3 clusters Score -7901478 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -7903319.500000 Penalty: 5289.187988
	Iteration 6F: 3 clusters Score -7903320 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -7905410.500000 Penalty: 5289.187988
	Iteration 7F: 3 clusters Score -7905410 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -7907484.500000 Penalty: 5289.187988
	Iteration 8F: 3 clusters Score -7907484 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -7909299.000000 Penalty: 5289.187988
	Iteration 9Q: 3 clusters Score -7909299 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -7910585.000000 Penalty: 5289.187988
	Iteration 10Q: 3 clusters Score -7910585 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -7911305.500000 Penalty: 5289.187988
	Iteration 11Q: 3 clusters Score -7911306 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -7911686.500000 Penalty: 5289.187988
	Iteration 12Q: 3 clusters Score -7911686 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -7911969.500000 Penalty: 5289.187988
	Iteration 13Q: 3 clusters Score -7911970 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -7912215.000000 Penalty: 5289.187988
	Iteration 14Q: 3 clusters Score -7912215 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -7912348.000000 Penalty: 5289.187988
	Iteration 15Q: 3 clusters Score -7912348 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -7912458.500000 Penalty: 5289.187988
	Iteration 16Q: 3 clusters Score -7912458 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -7912577.000000 Penalty: 5289.187988
	Iteration 17Q: 3 clusters Score -7912577 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -7912674.000000 Penalty: 5289.187988
	Iteration 18Q: 3 clusters Score -7912674 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -7912733.500000 Penalty: 5289.187988
	Iteration 19Q: 3 clusters Score -7912734 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7912805.500000 Penalty: 5289.187988
	Iteration 20F: 3 clusters Score -7912806 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7912862.000000 Penalty: 5289.187988
	Iteration 21Q: 3 clusters Score -7912862 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -7912892.500000 Penalty: 5289.187988
	Iteration 22Q: 3 clusters Score -7912892 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7912910.000000 Penalty: 5289.187988
	Iteration 23Q: 3 clusters Score -7912910 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7912911.000000 Penalty: 5289.187988
	Iteration 24Q: 3 clusters Score -7912911 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -7912926.000000 Penalty: 5289.187988
	Iteration 25Q: 3 clusters Score -7912926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7912954.500000 Penalty: 5289.187988
	Iteration 26Q: 3 clusters Score -7912954 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7912967.500000 Penalty: 5289.187988
	Iteration 27Q: 3 clusters Score -7912968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7912976.000000 Penalty: 5289.187988
	Iteration 28Q: 3 clusters Score -7912976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7912972.000000 Penalty: 5289.187988
	Iteration 29Q: 3 clusters Score -7912972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7912968.500000 Penalty: 5289.187988
	Iteration 30Q: 3 clusters Score -7912968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7912971.500000 Penalty: 5289.187988
	Iteration 31Q: 3 clusters Score -7912972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7912984.000000 Penalty: 5289.187988
	Iteration 32Q: 3 clusters Score -7912984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7912989.500000 Penalty: 5289.187988
	Iteration 33Q: 3 clusters Score -7912990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7912994.500000 Penalty: 5289.187988
	Iteration 34Q: 3 clusters Score -7912994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7913000.000000 Penalty: 5289.187988
	Iteration 35Q: 3 clusters Score -7913000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7913006.500000 Penalty: 5289.187988
	Iteration 36Q: 3 clusters Score -7913006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7913024.500000 Penalty: 5289.187988
	Iteration 37Q: 3 clusters Score -7913024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7913017.500000 Penalty: 5289.187988
	Iteration 38Q: 3 clusters Score -7913018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7913020.000000 Penalty: 5289.187988
	Iteration 39Q: 3 clusters Score -7913020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7913035.000000 Penalty: 5289.187988
	Iteration 40F: 3 clusters Score -7913035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7913043.500000 Penalty: 5289.187988
	Iteration 41Q: 3 clusters Score -7913044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7913042.500000 Penalty: 5289.187988
	Iteration 42Q: 3 clusters Score -7913042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7913047.000000 Penalty: 5289.187988
	Iteration 43Q: 3 clusters Score -7913047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7913042.500000 Penalty: 5289.187988
	Iteration 44Q: 3 clusters Score -7913042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7913034.500000 Penalty: 5289.187988
	Iteration 45Q: 3 clusters Score -7913034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7913024.500000 Penalty: 5289.187988
	Iteration 46Q: 3 clusters Score -7913024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7913026.500000 Penalty: 5289.187988
	Iteration 47Q: 3 clusters Score -7913026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7913034.000000 Penalty: 5289.187988
	Iteration 48Q: 3 clusters Score -7913034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7913034.500000 Penalty: 5289.187988
	Iteration 49Q: 3 clusters Score -7913034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7913030.500000 Penalty: 5289.187988
	Iteration 50Q: 3 clusters Score -7913030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7913038.500000 Penalty: 5289.187988
	Iteration 51Q: 3 clusters Score -7913038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7913049.500000 Penalty: 5289.187988
	Iteration 52Q: 3 clusters Score -7913050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7913049.500000 Penalty: 5289.187988
	Iteration 53Q: 3 clusters Score -7913050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7913060.500000 Penalty: 5289.187988
	Iteration 54Q: 3 clusters Score -7913060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7913068.000000 Penalty: 5289.187988
	Iteration 55Q: 3 clusters Score -7913068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -7913069.000000 Penalty: 5289.187988
	Iteration 56Q: 3 clusters Score -7913069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7913066.000000 Penalty: 5289.187988
	Iteration 57Q: 3 clusters Score -7913066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7913069.000000 Penalty: 5289.187988
	Iteration 58Q: 3 clusters Score -7913069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7913068.500000 Penalty: 5289.187988
	Iteration 59Q: 3 clusters Score -7913068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7913064.500000 Penalty: 5289.187988
	Iteration 60F: 3 clusters Score -7913064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7913066.500000 Penalty: 5289.187988
	Iteration 61Q: 3 clusters Score -7913066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7913066.500000 Penalty: 5289.187988
	Iteration 62Q: 3 clusters Score -7913066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7913072.500000 Penalty: 5289.187988
	Iteration 63Q: 3 clusters Score -7913072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7913062.000000 Penalty: 5289.187988
	Iteration 64Q: 3 clusters Score -7913062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7913061.500000 Penalty: 5289.187988
	Iteration 65Q: 3 clusters Score -7913062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7913059.000000 Penalty: 5289.187988
	Iteration 66Q: 3 clusters Score -7913059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7913059.500000 Penalty: 5289.187988
	Iteration 67Q: 3 clusters Score -7913060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7913061.000000 Penalty: 5289.187988
	Iteration 68Q: 3 clusters Score -7913061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7913058.500000 Penalty: 5289.187988
	Iteration 69Q: 3 clusters Score -7913058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7913059.500000 Penalty: 5289.187988
	Iteration 70Q: 3 clusters Score -7913060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7913061.500000 Penalty: 5289.187988
	Iteration 71Q: 3 clusters Score -7913062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7913056.000000 Penalty: 5289.187988
	Iteration 72Q: 3 clusters Score -7913056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7913054.500000 Penalty: 5289.187988
	Iteration 73Q: 3 clusters Score -7913054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7913055.000000 Penalty: 5289.187988
	Iteration 74Q: 3 clusters Score -7913055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7913054.000000 Penalty: 5289.187988
	Iteration 75Q: 3 clusters Score -7913054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7913054.000000 Penalty: 5289.187988
	Iteration 76F: 3 clusters Score -7913054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Entering Unmasked Estep 
Score: -7832692.500000 Penalty: 2641.196533
	Iteration 0F: 2 clusters Score -7832692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -7804170.000000 Penalty: 5282.393066
	Iteration 0F: 3 clusters Score -7804170 nChanged 19368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -7814865.000000 Penalty: 5282.393066
	Iteration 1F: 3 clusters Score -7814865 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -7815341.500000 Penalty: 5282.393066
	Iteration 2Q: 3 clusters Score -7815342 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -7815872.500000 Penalty: 5282.393066
	Iteration 3Q: 3 clusters Score -7815872 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -7816535.500000 Penalty: 5282.393066
	Iteration 4Q: 3 clusters Score -7816536 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -7817528.000000 Penalty: 5282.393066
	Iteration 5Q: 3 clusters Score -7817528 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -7819051.500000 Penalty: 5282.393066
	Iteration 6F: 3 clusters Score -7819052 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -7821439.500000 Penalty: 5282.393066
	Iteration 7F: 3 clusters Score -7821440 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -7824341.000000 Penalty: 5282.393066
	Iteration 8F: 3 clusters Score -7824341 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -7827238.000000 Penalty: 5282.393066
	Iteration 9F: 3 clusters Score -7827238 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -7829178.000000 Penalty: 5282.393066
	Iteration 10Q: 3 clusters Score -7829178 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -7830225.500000 Penalty: 5282.393066
	Iteration 11Q: 3 clusters Score -7830226 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7830600.000000 Penalty: 5282.393066
	Iteration 12Q: 3 clusters Score -7830600 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -7830737.000000 Penalty: 5282.393066
	Iteration 13Q: 3 clusters Score -7830737 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -7830806.500000 Penalty: 5282.393066
	Iteration 14Q: 3 clusters Score -7830806 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -7830863.000000 Penalty: 5282.393066
	Iteration 15Q: 3 clusters Score -7830863 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -7830866.500000 Penalty: 5282.393066
	Iteration 16Q: 3 clusters Score -7830866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -7830884.500000 Penalty: 5282.393066
	Iteration 17Q: 3 clusters Score -7830884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -7830894.000000 Penalty: 5282.393066
	Iteration 18Q: 3 clusters Score -7830894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -7830891.500000 Penalty: 5282.393066
	Iteration 19Q: 3 clusters Score -7830892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -7830915.500000 Penalty: 5282.393066
	Iteration 20F: 3 clusters Score -7830916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -7830916.500000 Penalty: 5282.393066
	Iteration 21Q: 3 clusters Score -7830916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -7830922.000000 Penalty: 5282.393066
	Iteration 22Q: 3 clusters Score -7830922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -7830926.000000 Penalty: 5282.393066
	Iteration 23Q: 3 clusters Score -7830926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -7830931.000000 Penalty: 5282.393066
	Iteration 24Q: 3 clusters Score -7830931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7830926.500000 Penalty: 5282.393066
	Iteration 25Q: 3 clusters Score -7830926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -7830933.000000 Penalty: 5282.393066
	Iteration 26Q: 3 clusters Score -7830933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -7830938.500000 Penalty: 5282.393066
	Iteration 27Q: 3 clusters Score -7830938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -7830932.000000 Penalty: 5282.393066
	Iteration 28Q: 3 clusters Score -7830932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -7830934.000000 Penalty: 5282.393066
	Iteration 29Q: 3 clusters Score -7830934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -7830932.000000 Penalty: 5282.393066
	Iteration 30Q: 3 clusters Score -7830932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -7830935.000000 Penalty: 5282.393066
	Iteration 31Q: 3 clusters Score -7830935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -7830944.500000 Penalty: 5282.393066
	Iteration 32Q: 3 clusters Score -7830944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -7830952.500000 Penalty: 5282.393066
	Iteration 33Q: 3 clusters Score -7830952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -7830944.500000 Penalty: 5282.393066
	Iteration 34Q: 3 clusters Score -7830944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7830944.500000 Penalty: 5282.393066
	Iteration 35Q: 3 clusters Score -7830944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -7830945.000000 Penalty: 5282.393066
	Iteration 36Q: 3 clusters Score -7830945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -7830950.000000 Penalty: 5282.393066
	Iteration 37Q: 3 clusters Score -7830950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -7830958.500000 Penalty: 5282.393066
	Iteration 38Q: 3 clusters Score -7830958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -7830951.000000 Penalty: 5282.393066
	Iteration 39Q: 3 clusters Score -7830951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7830958.000000 Penalty: 5282.393066
	Iteration 40F: 3 clusters Score -7830958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -7830951.500000 Penalty: 5282.393066
	Iteration 41Q: 3 clusters Score -7830952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -7830953.500000 Penalty: 5282.393066
	Iteration 42Q: 3 clusters Score -7830954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -7830953.500000 Penalty: 5282.393066
	Iteration 43Q: 3 clusters Score -7830954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -7830947.500000 Penalty: 5282.393066
	Iteration 44Q: 3 clusters Score -7830948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -7830950.000000 Penalty: 5282.393066
	Iteration 45Q: 3 clusters Score -7830950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -7830950.000000 Penalty: 5282.393066
	Iteration 46Q: 3 clusters Score -7830950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -7830953.000000 Penalty: 5282.393066
	Iteration 47Q: 3 clusters Score -7830953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -7830953.000000 Penalty: 5282.393066
	Iteration 48F: 3 clusters Score -7830953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -166866.781250 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -166866.8 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 488 members 
Entering Unmasked Estep 
Score: -164936.718750 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -164936.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -165204.000000 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -165204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -165281.500000 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -165281.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -165314.093750 Penalty: 3401.848145
	Iteration 3Q: 3 clusters Score -165314.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -165340.593750 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -165340.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -165346.375000 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -165346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -165349.984375 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -165350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165356.968750 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -165357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165360.468750 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -165360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -165364.937500 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -165364.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165368.203125 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -165368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -165372.265625 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -165372.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -165379.484375 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -165379.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -165382.828125 Penalty: 3401.848145
	Iteration 13Q: 3 clusters Score -165382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -165385.515625 Penalty: 3401.848145
	Iteration 14Q: 3 clusters Score -165385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -165385.750000 Penalty: 3401.848145
	Iteration 15Q: 3 clusters Score -165385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -165385.750000 Penalty: 3401.848145
	Iteration 16F: 3 clusters Score -165385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Entering Unmasked Estep 
Score: -8254213.000000 Penalty: 2655.699707
	Iteration 0F: 2 clusters Score -8254213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -8224377.500000 Penalty: 5311.399414
	Iteration 0F: 3 clusters Score -8224378 nChanged 20566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -8235582.500000 Penalty: 5311.399414
	Iteration 1F: 3 clusters Score -8235582 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -8236132.500000 Penalty: 5311.399414
	Iteration 2Q: 3 clusters Score -8236132 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -8236824.500000 Penalty: 5311.399414
	Iteration 3Q: 3 clusters Score -8236824 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -8237757.000000 Penalty: 5311.399414
	Iteration 4Q: 3 clusters Score -8237757 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -8239147.000000 Penalty: 5311.399414
	Iteration 5Q: 3 clusters Score -8239147 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -8240918.500000 Penalty: 5311.399414
	Iteration 6F: 3 clusters Score -8240918 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -8243203.500000 Penalty: 5311.399414
	Iteration 7F: 3 clusters Score -8243204 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -8245622.000000 Penalty: 5311.399414
	Iteration 8F: 3 clusters Score -8245622 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -8247645.000000 Penalty: 5311.399414
	Iteration 9F: 3 clusters Score -8247645 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -8249084.500000 Penalty: 5311.399414
	Iteration 10Q: 3 clusters Score -8249084 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -8250073.000000 Penalty: 5311.399414
	Iteration 11Q: 3 clusters Score -8250073 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -8250729.500000 Penalty: 5311.399414
	Iteration 12Q: 3 clusters Score -8250730 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -8251147.500000 Penalty: 5311.399414
	Iteration 13Q: 3 clusters Score -8251148 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -8251398.500000 Penalty: 5311.399414
	Iteration 14Q: 3 clusters Score -8251398 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -8251578.500000 Penalty: 5311.399414
	Iteration 15Q: 3 clusters Score -8251578 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -8251677.500000 Penalty: 5311.399414
	Iteration 16Q: 3 clusters Score -8251678 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -8251750.000000 Penalty: 5311.399414
	Iteration 17Q: 3 clusters Score -8251750 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -8251783.500000 Penalty: 5311.399414
	Iteration 18Q: 3 clusters Score -8251784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -8251814.500000 Penalty: 5311.399414
	Iteration 19Q: 3 clusters Score -8251814 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -8251849.000000 Penalty: 5311.399414
	Iteration 20F: 3 clusters Score -8251849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -8251869.500000 Penalty: 5311.399414
	Iteration 21Q: 3 clusters Score -8251870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8251909.500000 Penalty: 5311.399414
	Iteration 22Q: 3 clusters Score -8251910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -8251936.000000 Penalty: 5311.399414
	Iteration 23Q: 3 clusters Score -8251936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8251956.000000 Penalty: 5311.399414
	Iteration 24Q: 3 clusters Score -8251956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -8251960.000000 Penalty: 5311.399414
	Iteration 25Q: 3 clusters Score -8251960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -8251964.500000 Penalty: 5311.399414
	Iteration 26Q: 3 clusters Score -8251964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -8251976.000000 Penalty: 5311.399414
	Iteration 27Q: 3 clusters Score -8251976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -8251981.000000 Penalty: 5311.399414
	Iteration 28Q: 3 clusters Score -8251981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -8251986.000000 Penalty: 5311.399414
	Iteration 29Q: 3 clusters Score -8251986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -8251983.500000 Penalty: 5311.399414
	Iteration 30Q: 3 clusters Score -8251984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -8251997.000000 Penalty: 5311.399414
	Iteration 31Q: 3 clusters Score -8251997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -8251998.500000 Penalty: 5311.399414
	Iteration 32Q: 3 clusters Score -8251998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -8252005.000000 Penalty: 5311.399414
	Iteration 33Q: 3 clusters Score -8252005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -8252014.500000 Penalty: 5311.399414
	Iteration 34Q: 3 clusters Score -8252014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8252017.500000 Penalty: 5311.399414
	Iteration 35Q: 3 clusters Score -8252018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -8252016.500000 Penalty: 5311.399414
	Iteration 36Q: 3 clusters Score -8252016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -8252028.500000 Penalty: 5311.399414
	Iteration 37Q: 3 clusters Score -8252028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -8252027.500000 Penalty: 5311.399414
	Iteration 38Q: 3 clusters Score -8252028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -8252036.000000 Penalty: 5311.399414
	Iteration 39Q: 3 clusters Score -8252036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -8252038.500000 Penalty: 5311.399414
	Iteration 40F: 3 clusters Score -8252038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -8252038.500000 Penalty: 5311.399414
	Iteration 41Q: 3 clusters Score -8252038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8252034.000000 Penalty: 5311.399414
	Iteration 42Q: 3 clusters Score -8252034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8252039.000000 Penalty: 5311.399414
	Iteration 43Q: 3 clusters Score -8252039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -8252047.500000 Penalty: 5311.399414
	Iteration 44Q: 3 clusters Score -8252048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -8252054.500000 Penalty: 5311.399414
	Iteration 45Q: 3 clusters Score -8252054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8252060.500000 Penalty: 5311.399414
	Iteration 46Q: 3 clusters Score -8252060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8252065.000000 Penalty: 5311.399414
	Iteration 47Q: 3 clusters Score -8252065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8252069.500000 Penalty: 5311.399414
	Iteration 48Q: 3 clusters Score -8252070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8252075.500000 Penalty: 5311.399414
	Iteration 49Q: 3 clusters Score -8252076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8252075.000000 Penalty: 5311.399414
	Iteration 50Q: 3 clusters Score -8252075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8252076.500000 Penalty: 5311.399414
	Iteration 51Q: 3 clusters Score -8252076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8252077.000000 Penalty: 5311.399414
	Iteration 52Q: 3 clusters Score -8252077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -8252071.000000 Penalty: 5311.399414
	Iteration 53Q: 3 clusters Score -8252071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8252076.500000 Penalty: 5311.399414
	Iteration 54Q: 3 clusters Score -8252076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8252073.000000 Penalty: 5311.399414
	Iteration 55Q: 3 clusters Score -8252073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8252081.000000 Penalty: 5311.399414
	Iteration 56Q: 3 clusters Score -8252081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8252075.000000 Penalty: 5311.399414
	Iteration 57Q: 3 clusters Score -8252075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8252086.500000 Penalty: 5311.399414
	Iteration 58Q: 3 clusters Score -8252086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8252092.000000 Penalty: 5311.399414
	Iteration 59Q: 3 clusters Score -8252092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8252088.500000 Penalty: 5311.399414
	Iteration 60F: 3 clusters Score -8252088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Entering Unmasked Estep 
Score: -8514982.000000 Penalty: 2661.897461
	Iteration 0F: 2 clusters Score -8514982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -8484948.000000 Penalty: 5323.794922
	Iteration 0F: 3 clusters Score -8484948 nChanged 21272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -8497022.000000 Penalty: 5323.794922
	Iteration 1F: 3 clusters Score -8497022 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -8497843.000000 Penalty: 5323.794922
	Iteration 2Q: 3 clusters Score -8497843 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -8498700.000000 Penalty: 5323.794922
	Iteration 3Q: 3 clusters Score -8498700 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -8499771.000000 Penalty: 5323.794922
	Iteration 4Q: 3 clusters Score -8499771 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -8501023.000000 Penalty: 5323.794922
	Iteration 5F: 3 clusters Score -8501023 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -8503041.000000 Penalty: 5323.794922
	Iteration 6F: 3 clusters Score -8503041 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -8505505.000000 Penalty: 5323.794922
	Iteration 7F: 3 clusters Score -8505505 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -8507966.000000 Penalty: 5323.794922
	Iteration 8F: 3 clusters Score -8507966 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -8509525.000000 Penalty: 5323.794922
	Iteration 9F: 3 clusters Score -8509525 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -8510198.000000 Penalty: 5323.794922
	Iteration 10Q: 3 clusters Score -8510198 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -8510621.000000 Penalty: 5323.794922
	Iteration 11Q: 3 clusters Score -8510621 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -8510912.000000 Penalty: 5323.794922
	Iteration 12Q: 3 clusters Score -8510912 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -8511147.000000 Penalty: 5323.794922
	Iteration 13Q: 3 clusters Score -8511147 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -8511389.000000 Penalty: 5323.794922
	Iteration 14Q: 3 clusters Score -8511389 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -8511556.000000 Penalty: 5323.794922
	Iteration 15Q: 3 clusters Score -8511556 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -8511678.000000 Penalty: 5323.794922
	Iteration 16Q: 3 clusters Score -8511678 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -8511750.000000 Penalty: 5323.794922
	Iteration 17Q: 3 clusters Score -8511750 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -8511778.000000 Penalty: 5323.794922
	Iteration 18Q: 3 clusters Score -8511778 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -8511803.000000 Penalty: 5323.794922
	Iteration 19Q: 3 clusters Score -8511803 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -8511873.000000 Penalty: 5323.794922
	Iteration 20F: 3 clusters Score -8511873 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -8511903.000000 Penalty: 5323.794922
	Iteration 21Q: 3 clusters Score -8511903 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -8511940.000000 Penalty: 5323.794922
	Iteration 22Q: 3 clusters Score -8511940 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -8511963.000000 Penalty: 5323.794922
	Iteration 23Q: 3 clusters Score -8511963 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -8512009.000000 Penalty: 5323.794922
	Iteration 24Q: 3 clusters Score -8512009 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -8512064.000000 Penalty: 5323.794922
	Iteration 25Q: 3 clusters Score -8512064 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -8512086.000000 Penalty: 5323.794922
	Iteration 26Q: 3 clusters Score -8512086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -8512089.000000 Penalty: 5323.794922
	Iteration 27Q: 3 clusters Score -8512089 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -8512087.000000 Penalty: 5323.794922
	Iteration 28Q: 3 clusters Score -8512087 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -8512098.000000 Penalty: 5323.794922
	Iteration 29Q: 3 clusters Score -8512098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -8512115.000000 Penalty: 5323.794922
	Iteration 30Q: 3 clusters Score -8512115 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -8512111.000000 Penalty: 5323.794922
	Iteration 31Q: 3 clusters Score -8512111 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -8512122.000000 Penalty: 5323.794922
	Iteration 32Q: 3 clusters Score -8512122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -8512142.000000 Penalty: 5323.794922
	Iteration 33Q: 3 clusters Score -8512142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -8512133.000000 Penalty: 5323.794922
	Iteration 34Q: 3 clusters Score -8512133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -8512145.000000 Penalty: 5323.794922
	Iteration 35Q: 3 clusters Score -8512145 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -8512159.000000 Penalty: 5323.794922
	Iteration 36Q: 3 clusters Score -8512159 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -8512147.000000 Penalty: 5323.794922
	Iteration 37Q: 3 clusters Score -8512147 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -8512161.000000 Penalty: 5323.794922
	Iteration 38Q: 3 clusters Score -8512161 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -8512179.000000 Penalty: 5323.794922
	Iteration 39Q: 3 clusters Score -8512179 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -8512186.000000 Penalty: 5323.794922
	Iteration 40F: 3 clusters Score -8512186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -8512197.000000 Penalty: 5323.794922
	Iteration 41Q: 3 clusters Score -8512197 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -8512195.000000 Penalty: 5323.794922
	Iteration 42Q: 3 clusters Score -8512195 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -8512200.000000 Penalty: 5323.794922
	Iteration 43Q: 3 clusters Score -8512200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -8512216.000000 Penalty: 5323.794922
	Iteration 44Q: 3 clusters Score -8512216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -8512230.000000 Penalty: 5323.794922
	Iteration 45Q: 3 clusters Score -8512230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -8512240.000000 Penalty: 5323.794922
	Iteration 46Q: 3 clusters Score -8512240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -8512257.000000 Penalty: 5323.794922
	Iteration 47Q: 3 clusters Score -8512257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -8512258.000000 Penalty: 5323.794922
	Iteration 48Q: 3 clusters Score -8512258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -8512267.000000 Penalty: 5323.794922
	Iteration 49Q: 3 clusters Score -8512267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -8512277.000000 Penalty: 5323.794922
	Iteration 50Q: 3 clusters Score -8512277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -8512285.000000 Penalty: 5323.794922
	Iteration 51Q: 3 clusters Score -8512285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -8512291.000000 Penalty: 5323.794922
	Iteration 52Q: 3 clusters Score -8512291 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -8512305.000000 Penalty: 5323.794922
	Iteration 53Q: 3 clusters Score -8512305 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -8512334.000000 Penalty: 5323.794922
	Iteration 54Q: 3 clusters Score -8512334 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -8512350.000000 Penalty: 5323.794922
	Iteration 55Q: 3 clusters Score -8512350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -8512372.000000 Penalty: 5323.794922
	Iteration 56Q: 3 clusters Score -8512372 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -8512378.000000 Penalty: 5323.794922
	Iteration 57Q: 3 clusters Score -8512378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -8512372.000000 Penalty: 5323.794922
	Iteration 58Q: 3 clusters Score -8512372 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -8512385.000000 Penalty: 5323.794922
	Iteration 59Q: 3 clusters Score -8512385 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -8512411.000000 Penalty: 5323.794922
	Iteration 60F: 3 clusters Score -8512411 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -8512446.000000 Penalty: 5323.794922
	Iteration 61Q: 3 clusters Score -8512446 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -8512465.000000 Penalty: 5323.794922
	Iteration 62Q: 3 clusters Score -8512465 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -8512497.000000 Penalty: 5323.794922
	Iteration 63Q: 3 clusters Score -8512497 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -8512506.000000 Penalty: 5323.794922
	Iteration 64Q: 3 clusters Score -8512506 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -8512506.000000 Penalty: 5323.794922
	Iteration 65Q: 3 clusters Score -8512506 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -8512531.000000 Penalty: 5323.794922
	Iteration 66Q: 3 clusters Score -8512531 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -8512563.000000 Penalty: 5323.794922
	Iteration 67Q: 3 clusters Score -8512563 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -8512591.000000 Penalty: 5323.794922
	Iteration 68Q: 3 clusters Score -8512591 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -8512620.000000 Penalty: 5323.794922
	Iteration 69Q: 3 clusters Score -8512620 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -8512641.000000 Penalty: 5323.794922
	Iteration 70Q: 3 clusters Score -8512641 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -8512683.000000 Penalty: 5323.794922
	Iteration 71Q: 3 clusters Score -8512683 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -8512710.000000 Penalty: 5323.794922
	Iteration 72Q: 3 clusters Score -8512710 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -8512735.000000 Penalty: 5323.794922
	Iteration 73Q: 3 clusters Score -8512735 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -8512790.000000 Penalty: 5323.794922
	Iteration 74Q: 3 clusters Score -8512790 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -8512833.000000 Penalty: 5323.794922
	Iteration 75Q: 3 clusters Score -8512833 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -8512861.000000 Penalty: 5323.794922
	Iteration 76Q: 3 clusters Score -8512861 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -8512886.000000 Penalty: 5323.794922
	Iteration 77Q: 3 clusters Score -8512886 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -8512909.000000 Penalty: 5323.794922
	Iteration 78Q: 3 clusters Score -8512909 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -8512926.000000 Penalty: 5323.794922
	Iteration 79Q: 3 clusters Score -8512926 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -8512935.000000 Penalty: 5323.794922
	Iteration 80F: 3 clusters Score -8512935 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -8512974.000000 Penalty: 5323.794922
	Iteration 81Q: 3 clusters Score -8512974 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -8512958.000000 Penalty: 5323.794922
	Iteration 82Q: 3 clusters Score -8512958 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -8512993.000000 Penalty: 5323.794922
	Iteration 83Q: 3 clusters Score -8512993 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -8513022.000000 Penalty: 5323.794922
	Iteration 84Q: 3 clusters Score -8513022 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -8513038.000000 Penalty: 5323.794922
	Iteration 85Q: 3 clusters Score -8513038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -8513030.000000 Penalty: 5323.794922
	Iteration 86Q: 3 clusters Score -8513030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -8513048.000000 Penalty: 5323.794922
	Iteration 87Q: 3 clusters Score -8513048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -8513070.000000 Penalty: 5323.794922
	Iteration 88Q: 3 clusters Score -8513070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -8513100.000000 Penalty: 5323.794922
	Iteration 89Q: 3 clusters Score -8513100 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -8513100.000000 Penalty: 5323.794922
	Iteration 90Q: 3 clusters Score -8513100 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -8513108.000000 Penalty: 5323.794922
	Iteration 91Q: 3 clusters Score -8513108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8513136.000000 Penalty: 5323.794922
	Iteration 92Q: 3 clusters Score -8513136 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -8513165.000000 Penalty: 5323.794922
	Iteration 93Q: 3 clusters Score -8513165 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -8513196.000000 Penalty: 5323.794922
	Iteration 94Q: 3 clusters Score -8513196 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -8513223.000000 Penalty: 5323.794922
	Iteration 95Q: 3 clusters Score -8513223 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -8513244.000000 Penalty: 5323.794922
	Iteration 96Q: 3 clusters Score -8513244 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -8513264.000000 Penalty: 5323.794922
	Iteration 97Q: 3 clusters Score -8513264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -8513268.000000 Penalty: 5323.794922
	Iteration 98Q: 3 clusters Score -8513268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -8513263.000000 Penalty: 5323.794922
	Iteration 99Q: 3 clusters Score -8513263 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -8513278.000000 Penalty: 5323.794922
	Iteration 100F: 3 clusters Score -8513278 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -8513311.000000 Penalty: 5323.794922
	Iteration 101Q: 3 clusters Score -8513311 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -8513334.000000 Penalty: 5323.794922
	Iteration 102Q: 3 clusters Score -8513334 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8513328.000000 Penalty: 5323.794922
	Iteration 103Q: 3 clusters Score -8513328 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -8513320.000000 Penalty: 5323.794922
	Iteration 104Q: 3 clusters Score -8513320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -8513329.000000 Penalty: 5323.794922
	Iteration 105Q: 3 clusters Score -8513329 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -8513341.000000 Penalty: 5323.794922
	Iteration 106Q: 3 clusters Score -8513341 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -8513332.000000 Penalty: 5323.794922
	Iteration 107Q: 3 clusters Score -8513332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8513340.000000 Penalty: 5323.794922
	Iteration 108Q: 3 clusters Score -8513340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -8513351.000000 Penalty: 5323.794922
	Iteration 109Q: 3 clusters Score -8513351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -8513361.000000 Penalty: 5323.794922
	Iteration 110Q: 3 clusters Score -8513361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -8513342.000000 Penalty: 5323.794922
	Iteration 111Q: 3 clusters Score -8513342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8513342.000000 Penalty: 5323.794922
	Iteration 112Q: 3 clusters Score -8513342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -8513349.000000 Penalty: 5323.794922
	Iteration 113Q: 3 clusters Score -8513349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -8513359.000000 Penalty: 5323.794922
	Iteration 114Q: 3 clusters Score -8513359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -8513352.000000 Penalty: 5323.794922
	Iteration 115Q: 3 clusters Score -8513352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -8513364.000000 Penalty: 5323.794922
	Iteration 116Q: 3 clusters Score -8513364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8513358.000000 Penalty: 5323.794922
	Iteration 117Q: 3 clusters Score -8513358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8513352.000000 Penalty: 5323.794922
	Iteration 118Q: 3 clusters Score -8513352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8513358.000000 Penalty: 5323.794922
	Iteration 119Q: 3 clusters Score -8513358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -8513360.000000 Penalty: 5323.794922
	Iteration 120F: 3 clusters Score -8513360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8513356.000000 Penalty: 5323.794922
	Iteration 121Q: 3 clusters Score -8513356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8513350.000000 Penalty: 5323.794922
	Iteration 122Q: 3 clusters Score -8513350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8513340.000000 Penalty: 5323.794922
	Iteration 123Q: 3 clusters Score -8513340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -8513354.000000 Penalty: 5323.794922
	Iteration 124Q: 3 clusters Score -8513354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8513339.000000 Penalty: 5323.794922
	Iteration 125Q: 3 clusters Score -8513339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -8513348.000000 Penalty: 5323.794922
	Iteration 126Q: 3 clusters Score -8513348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -8513350.000000 Penalty: 5323.794922
	Iteration 127Q: 3 clusters Score -8513350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8513335.000000 Penalty: 5323.794922
	Iteration 128Q: 3 clusters Score -8513335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -8513345.000000 Penalty: 5323.794922
	Iteration 129Q: 3 clusters Score -8513345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8513366.000000 Penalty: 5323.794922
	Iteration 130Q: 3 clusters Score -8513366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8513370.000000 Penalty: 5323.794922
	Iteration 131Q: 3 clusters Score -8513370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -8513382.000000 Penalty: 5323.794922
	Iteration 132Q: 3 clusters Score -8513382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8513380.000000 Penalty: 5323.794922
	Iteration 133Q: 3 clusters Score -8513380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8513401.000000 Penalty: 5323.794922
	Iteration 134Q: 3 clusters Score -8513401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8513389.000000 Penalty: 5323.794922
	Iteration 135Q: 3 clusters Score -8513389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8513395.000000 Penalty: 5323.794922
	Iteration 136Q: 3 clusters Score -8513395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8513412.000000 Penalty: 5323.794922
	Iteration 137Q: 3 clusters Score -8513412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -8513399.000000 Penalty: 5323.794922
	Iteration 138Q: 3 clusters Score -8513399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8513416.000000 Penalty: 5323.794922
	Iteration 139Q: 3 clusters Score -8513416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -8513418.000000 Penalty: 5323.794922
	Iteration 140F: 3 clusters Score -8513418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8513417.000000 Penalty: 5323.794922
	Iteration 141Q: 3 clusters Score -8513417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8513411.000000 Penalty: 5323.794922
	Iteration 142Q: 3 clusters Score -8513411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -8513408.000000 Penalty: 5323.794922
	Iteration 143Q: 3 clusters Score -8513408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8513406.000000 Penalty: 5323.794922
	Iteration 144Q: 3 clusters Score -8513406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8513387.000000 Penalty: 5323.794922
	Iteration 145Q: 3 clusters Score -8513387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8513387.000000 Penalty: 5323.794922
	Iteration 146Q: 3 clusters Score -8513387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -8513378.000000 Penalty: 5323.794922
	Iteration 147Q: 3 clusters Score -8513378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8513370.000000 Penalty: 5323.794922
	Iteration 148Q: 3 clusters Score -8513370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8513360.000000 Penalty: 5323.794922
	Iteration 149Q: 3 clusters Score -8513360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8513366.000000 Penalty: 5323.794922
	Iteration 150Q: 3 clusters Score -8513366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8513365.000000 Penalty: 5323.794922
	Iteration 151Q: 3 clusters Score -8513365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8513355.000000 Penalty: 5323.794922
	Iteration 152Q: 3 clusters Score -8513355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -8513362.000000 Penalty: 5323.794922
	Iteration 153Q: 3 clusters Score -8513362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8513356.000000 Penalty: 5323.794922
	Iteration 154Q: 3 clusters Score -8513356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8513358.000000 Penalty: 5323.794922
	Iteration 155Q: 3 clusters Score -8513358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8513353.000000 Penalty: 5323.794922
	Iteration 156Q: 3 clusters Score -8513353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8513341.000000 Penalty: 5323.794922
	Iteration 157Q: 3 clusters Score -8513341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8513359.000000 Penalty: 5323.794922
	Iteration 158Q: 3 clusters Score -8513359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8513347.000000 Penalty: 5323.794922
	Iteration 159Q: 3 clusters Score -8513347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8513346.000000 Penalty: 5323.794922
	Iteration 160F: 3 clusters Score -8513346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8513338.000000 Penalty: 5323.794922
	Iteration 161Q: 3 clusters Score -8513338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8513342.000000 Penalty: 5323.794922
	Iteration 162Q: 3 clusters Score -8513342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8513338.000000 Penalty: 5323.794922
	Iteration 163Q: 3 clusters Score -8513338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8513339.000000 Penalty: 5323.794922
	Iteration 164Q: 3 clusters Score -8513339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8513345.000000 Penalty: 5323.794922
	Iteration 165Q: 3 clusters Score -8513345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8513345.000000 Penalty: 5323.794922
	Iteration 166Q: 3 clusters Score -8513345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8513347.000000 Penalty: 5323.794922
	Iteration 167Q: 3 clusters Score -8513347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8513360.000000 Penalty: 5323.794922
	Iteration 168Q: 3 clusters Score -8513360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8513373.000000 Penalty: 5323.794922
	Iteration 169Q: 3 clusters Score -8513373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8513353.000000 Penalty: 5323.794922
	Iteration 170Q: 3 clusters Score -8513353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8513350.000000 Penalty: 5323.794922
	Iteration 171Q: 3 clusters Score -8513350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8513350.000000 Penalty: 5323.794922
	Iteration 172Q: 3 clusters Score -8513350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8513344.000000 Penalty: 5323.794922
	Iteration 173Q: 3 clusters Score -8513344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8513341.000000 Penalty: 5323.794922
	Iteration 174Q: 3 clusters Score -8513341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8513350.000000 Penalty: 5323.794922
	Iteration 175Q: 3 clusters Score -8513350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8513336.000000 Penalty: 5323.794922
	Iteration 176Q: 3 clusters Score -8513336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8513337.000000 Penalty: 5323.794922
	Iteration 177Q: 3 clusters Score -8513337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8513342.000000 Penalty: 5323.794922
	Iteration 178Q: 3 clusters Score -8513342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8513343.000000 Penalty: 5323.794922
	Iteration 179Q: 3 clusters Score -8513343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8513344.000000 Penalty: 5323.794922
	Iteration 180F: 3 clusters Score -8513344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8513329.000000 Penalty: 5323.794922
	Iteration 181Q: 3 clusters Score -8513329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8513324.000000 Penalty: 5323.794922
	Iteration 182Q: 3 clusters Score -8513324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8513330.000000 Penalty: 5323.794922
	Iteration 183Q: 3 clusters Score -8513330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8513326.000000 Penalty: 5323.794922
	Iteration 184Q: 3 clusters Score -8513326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8513324.000000 Penalty: 5323.794922
	Iteration 185Q: 3 clusters Score -8513324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8513325.000000 Penalty: 5323.794922
	Iteration 186Q: 3 clusters Score -8513325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8513335.000000 Penalty: 5323.794922
	Iteration 187Q: 3 clusters Score -8513335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8513334.000000 Penalty: 5323.794922
	Iteration 188Q: 3 clusters Score -8513334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8513327.000000 Penalty: 5323.794922
	Iteration 189Q: 3 clusters Score -8513327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8513325.000000 Penalty: 5323.794922
	Iteration 190Q: 3 clusters Score -8513325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8513325.000000 Penalty: 5323.794922
	Iteration 191Q: 3 clusters Score -8513325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8513322.000000 Penalty: 5323.794922
	Iteration 192Q: 3 clusters Score -8513322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -8513325.000000 Penalty: 5323.794922
	Iteration 193Q: 3 clusters Score -8513325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8513318.000000 Penalty: 5323.794922
	Iteration 194Q: 3 clusters Score -8513318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8513317.000000 Penalty: 5323.794922
	Iteration 195Q: 3 clusters Score -8513317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8513305.000000 Penalty: 5323.794922
	Iteration 196Q: 3 clusters Score -8513305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8513312.000000 Penalty: 5323.794922
	Iteration 197Q: 3 clusters Score -8513312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8513304.000000 Penalty: 5323.794922
	Iteration 198Q: 3 clusters Score -8513304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8513310.000000 Penalty: 5323.794922
	Iteration 199Q: 3 clusters Score -8513310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8513317.000000 Penalty: 5323.794922
	Iteration 200F: 3 clusters Score -8513317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8513310.000000 Penalty: 5323.794922
	Iteration 201Q: 3 clusters Score -8513310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8513302.000000 Penalty: 5323.794922
	Iteration 202Q: 3 clusters Score -8513302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8513298.000000 Penalty: 5323.794922
	Iteration 203Q: 3 clusters Score -8513298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8513293.000000 Penalty: 5323.794922
	Iteration 204Q: 3 clusters Score -8513293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8513286.000000 Penalty: 5323.794922
	Iteration 205Q: 3 clusters Score -8513286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8513296.000000 Penalty: 5323.794922
	Iteration 206Q: 3 clusters Score -8513296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8513290.000000 Penalty: 5323.794922
	Iteration 207Q: 3 clusters Score -8513290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8513286.000000 Penalty: 5323.794922
	Iteration 208Q: 3 clusters Score -8513286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8513292.000000 Penalty: 5323.794922
	Iteration 209Q: 3 clusters Score -8513292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8513275.000000 Penalty: 5323.794922
	Iteration 210Q: 3 clusters Score -8513275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8513277.000000 Penalty: 5323.794922
	Iteration 211Q: 3 clusters Score -8513277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8513277.000000 Penalty: 5323.794922
	Iteration 212Q: 3 clusters Score -8513277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8513276.000000 Penalty: 5323.794922
	Iteration 213Q: 3 clusters Score -8513276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8513270.000000 Penalty: 5323.794922
	Iteration 214Q: 3 clusters Score -8513270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8513277.000000 Penalty: 5323.794922
	Iteration 215Q: 3 clusters Score -8513277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8513276.000000 Penalty: 5323.794922
	Iteration 216Q: 3 clusters Score -8513276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8513275.000000 Penalty: 5323.794922
	Iteration 217Q: 3 clusters Score -8513275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8513276.000000 Penalty: 5323.794922
	Iteration 218Q: 3 clusters Score -8513276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8513283.000000 Penalty: 5323.794922
	Iteration 219Q: 3 clusters Score -8513283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8513290.000000 Penalty: 5323.794922
	Iteration 220F: 3 clusters Score -8513290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8513295.000000 Penalty: 5323.794922
	Iteration 221Q: 3 clusters Score -8513295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8513297.000000 Penalty: 5323.794922
	Iteration 222Q: 3 clusters Score -8513297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8513296.000000 Penalty: 5323.794922
	Iteration 223Q: 3 clusters Score -8513296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8513294.000000 Penalty: 5323.794922
	Iteration 224Q: 3 clusters Score -8513294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8513282.000000 Penalty: 5323.794922
	Iteration 225Q: 3 clusters Score -8513282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8513277.000000 Penalty: 5323.794922
	Iteration 226Q: 3 clusters Score -8513277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8513282.000000 Penalty: 5323.794922
	Iteration 227Q: 3 clusters Score -8513282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8513284.000000 Penalty: 5323.794922
	Iteration 228Q: 3 clusters Score -8513284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8513286.000000 Penalty: 5323.794922
	Iteration 229Q: 3 clusters Score -8513286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8513284.000000 Penalty: 5323.794922
	Iteration 230Q: 3 clusters Score -8513284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8513281.000000 Penalty: 5323.794922
	Iteration 231Q: 3 clusters Score -8513281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8513277.000000 Penalty: 5323.794922
	Iteration 232Q: 3 clusters Score -8513277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8513273.000000 Penalty: 5323.794922
	Iteration 233Q: 3 clusters Score -8513273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8513273.000000 Penalty: 5323.794922
	Iteration 234F: 3 clusters Score -8513273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Entering Unmasked Estep 
Score: -8403418.000000 Penalty: 2655.899414
	Iteration 0F: 2 clusters Score -8403418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -8374473.000000 Penalty: 5311.798828
	Iteration 0F: 3 clusters Score -8374473 nChanged 20796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -8385833.500000 Penalty: 5311.798828
	Iteration 1F: 3 clusters Score -8385834 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -8386402.500000 Penalty: 5311.798828
	Iteration 2Q: 3 clusters Score -8386402 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -8387051.500000 Penalty: 5311.798828
	Iteration 3Q: 3 clusters Score -8387052 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -8387679.500000 Penalty: 5311.798828
	Iteration 4Q: 3 clusters Score -8387680 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -8388401.500000 Penalty: 5311.798828
	Iteration 5Q: 3 clusters Score -8388402 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -8389348.000000 Penalty: 5311.798828
	Iteration 6Q: 3 clusters Score -8389348 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -8390457.000000 Penalty: 5311.798828
	Iteration 7Q: 3 clusters Score -8390457 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -8391848.000000 Penalty: 5311.798828
	Iteration 8F: 3 clusters Score -8391848 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -8393501.000000 Penalty: 5311.798828
	Iteration 9F: 3 clusters Score -8393501 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -8395158.000000 Penalty: 5311.798828
	Iteration 10F: 3 clusters Score -8395158 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -8396549.000000 Penalty: 5311.798828
	Iteration 11Q: 3 clusters Score -8396549 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -8397526.000000 Penalty: 5311.798828
	Iteration 12Q: 3 clusters Score -8397526 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -8398005.000000 Penalty: 5311.798828
	Iteration 13Q: 3 clusters Score -8398005 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -8398294.000000 Penalty: 5311.798828
	Iteration 14Q: 3 clusters Score -8398294 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -8398527.000000 Penalty: 5311.798828
	Iteration 15Q: 3 clusters Score -8398527 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -8398664.000000 Penalty: 5311.798828
	Iteration 16Q: 3 clusters Score -8398664 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -8398820.000000 Penalty: 5311.798828
	Iteration 17Q: 3 clusters Score -8398820 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -8398923.000000 Penalty: 5311.798828
	Iteration 18Q: 3 clusters Score -8398923 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -8399037.000000 Penalty: 5311.798828
	Iteration 19Q: 3 clusters Score -8399037 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -8399156.000000 Penalty: 5311.798828
	Iteration 20F: 3 clusters Score -8399156 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -8399226.000000 Penalty: 5311.798828
	Iteration 21Q: 3 clusters Score -8399226 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -8399281.000000 Penalty: 5311.798828
	Iteration 22Q: 3 clusters Score -8399281 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -8399359.000000 Penalty: 5311.798828
	Iteration 23Q: 3 clusters Score -8399359 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -8399413.000000 Penalty: 5311.798828
	Iteration 24Q: 3 clusters Score -8399413 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -8399508.000000 Penalty: 5311.798828
	Iteration 25Q: 3 clusters Score -8399508 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -8399564.000000 Penalty: 5311.798828
	Iteration 26Q: 3 clusters Score -8399564 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -8399603.000000 Penalty: 5311.798828
	Iteration 27Q: 3 clusters Score -8399603 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -8399693.000000 Penalty: 5311.798828
	Iteration 28Q: 3 clusters Score -8399693 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -8399745.000000 Penalty: 5311.798828
	Iteration 29Q: 3 clusters Score -8399745 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -8399806.000000 Penalty: 5311.798828
	Iteration 30Q: 3 clusters Score -8399806 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -8399869.000000 Penalty: 5311.798828
	Iteration 31Q: 3 clusters Score -8399869 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -8399963.000000 Penalty: 5311.798828
	Iteration 32Q: 3 clusters Score -8399963 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -8400041.000000 Penalty: 5311.798828
	Iteration 33Q: 3 clusters Score -8400041 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -8400155.000000 Penalty: 5311.798828
	Iteration 34Q: 3 clusters Score -8400155 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -8400262.000000 Penalty: 5311.798828
	Iteration 35Q: 3 clusters Score -8400262 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -8400327.000000 Penalty: 5311.798828
	Iteration 36Q: 3 clusters Score -8400327 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -8400387.000000 Penalty: 5311.798828
	Iteration 37Q: 3 clusters Score -8400387 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -8400437.000000 Penalty: 5311.798828
	Iteration 38Q: 3 clusters Score -8400437 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -8400533.000000 Penalty: 5311.798828
	Iteration 39Q: 3 clusters Score -8400533 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -8400611.000000 Penalty: 5311.798828
	Iteration 40F: 3 clusters Score -8400611 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -8400678.000000 Penalty: 5311.798828
	Iteration 41Q: 3 clusters Score -8400678 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -8400712.000000 Penalty: 5311.798828
	Iteration 42Q: 3 clusters Score -8400712 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -8400785.000000 Penalty: 5311.798828
	Iteration 43Q: 3 clusters Score -8400785 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -8400841.000000 Penalty: 5311.798828
	Iteration 44Q: 3 clusters Score -8400841 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -8400916.000000 Penalty: 5311.798828
	Iteration 45Q: 3 clusters Score -8400916 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -8400952.000000 Penalty: 5311.798828
	Iteration 46Q: 3 clusters Score -8400952 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -8401019.000000 Penalty: 5311.798828
	Iteration 47Q: 3 clusters Score -8401019 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -8401115.000000 Penalty: 5311.798828
	Iteration 48Q: 3 clusters Score -8401115 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -8401179.000000 Penalty: 5311.798828
	Iteration 49Q: 3 clusters Score -8401179 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -8401226.000000 Penalty: 5311.798828
	Iteration 50Q: 3 clusters Score -8401226 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -8401270.000000 Penalty: 5311.798828
	Iteration 51Q: 3 clusters Score -8401270 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8401337.000000 Penalty: 5311.798828
	Iteration 52Q: 3 clusters Score -8401337 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -8401425.000000 Penalty: 5311.798828
	Iteration 53Q: 3 clusters Score -8401425 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8401477.000000 Penalty: 5311.798828
	Iteration 54Q: 3 clusters Score -8401477 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -8401526.000000 Penalty: 5311.798828
	Iteration 55Q: 3 clusters Score -8401526 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8401522.000000 Penalty: 5311.798828
	Iteration 56Q: 3 clusters Score -8401522 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8401569.000000 Penalty: 5311.798828
	Iteration 57Q: 3 clusters Score -8401569 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8401529.000000 Penalty: 5311.798828
	Iteration 58Q: 3 clusters Score -8401529 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8401493.000000 Penalty: 5311.798828
	Iteration 59Q: 3 clusters Score -8401493 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8401496.000000 Penalty: 5311.798828
	Iteration 60F: 3 clusters Score -8401496 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8401477.000000 Penalty: 5311.798828
	Iteration 61Q: 3 clusters Score -8401477 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8401464.000000 Penalty: 5311.798828
	Iteration 62Q: 3 clusters Score -8401464 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8401475.000000 Penalty: 5311.798828
	Iteration 63Q: 3 clusters Score -8401475 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8401469.000000 Penalty: 5311.798828
	Iteration 64Q: 3 clusters Score -8401469 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8401471.000000 Penalty: 5311.798828
	Iteration 65Q: 3 clusters Score -8401471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8401470.000000 Penalty: 5311.798828
	Iteration 66Q: 3 clusters Score -8401470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8401478.000000 Penalty: 5311.798828
	Iteration 67Q: 3 clusters Score -8401478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8401457.000000 Penalty: 5311.798828
	Iteration 68Q: 3 clusters Score -8401457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8401464.000000 Penalty: 5311.798828
	Iteration 69Q: 3 clusters Score -8401464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8401456.000000 Penalty: 5311.798828
	Iteration 70Q: 3 clusters Score -8401456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8401457.000000 Penalty: 5311.798828
	Iteration 71Q: 3 clusters Score -8401457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8401461.000000 Penalty: 5311.798828
	Iteration 72Q: 3 clusters Score -8401461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8401464.000000 Penalty: 5311.798828
	Iteration 73Q: 3 clusters Score -8401464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8401464.000000 Penalty: 5311.798828
	Iteration 74Q: 3 clusters Score -8401464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8401475.000000 Penalty: 5311.798828
	Iteration 75Q: 3 clusters Score -8401475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8401478.000000 Penalty: 5311.798828
	Iteration 76Q: 3 clusters Score -8401478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8401474.000000 Penalty: 5311.798828
	Iteration 77Q: 3 clusters Score -8401474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8401477.000000 Penalty: 5311.798828
	Iteration 78Q: 3 clusters Score -8401477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8401483.000000 Penalty: 5311.798828
	Iteration 79Q: 3 clusters Score -8401483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8401483.000000 Penalty: 5311.798828
	Iteration 80F: 3 clusters Score -8401483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Entering Unmasked Estep 
Score: -8646494.000000 Penalty: 2668.265869
	Iteration 0F: 2 clusters Score -8646494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -8616190.000000 Penalty: 5336.531738
	Iteration 0F: 3 clusters Score -8616190 nChanged 21442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -8628082.000000 Penalty: 5336.531738
	Iteration 1F: 3 clusters Score -8628082 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -8628613.000000 Penalty: 5336.531738
	Iteration 2Q: 3 clusters Score -8628613 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -8629247.000000 Penalty: 5336.531738
	Iteration 3Q: 3 clusters Score -8629247 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -8629962.000000 Penalty: 5336.531738
	Iteration 4Q: 3 clusters Score -8629962 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -8631145.000000 Penalty: 5336.531738
	Iteration 5Q: 3 clusters Score -8631145 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -8633128.000000 Penalty: 5336.531738
	Iteration 6F: 3 clusters Score -8633128 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -8635938.000000 Penalty: 5336.531738
	Iteration 7F: 3 clusters Score -8635938 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -8639347.000000 Penalty: 5336.531738
	Iteration 8F: 3 clusters Score -8639347 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8641912.000000 Penalty: 5336.531738
	Iteration 9F: 3 clusters Score -8641912 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8643104.000000 Penalty: 5336.531738
	Iteration 10Q: 3 clusters Score -8643104 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -8643645.000000 Penalty: 5336.531738
	Iteration 11Q: 3 clusters Score -8643645 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8643914.000000 Penalty: 5336.531738
	Iteration 12Q: 3 clusters Score -8643914 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -8644018.000000 Penalty: 5336.531738
	Iteration 13Q: 3 clusters Score -8644018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -8644069.000000 Penalty: 5336.531738
	Iteration 14Q: 3 clusters Score -8644069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -8644090.000000 Penalty: 5336.531738
	Iteration 15Q: 3 clusters Score -8644090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -8644113.000000 Penalty: 5336.531738
	Iteration 16Q: 3 clusters Score -8644113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -8644134.000000 Penalty: 5336.531738
	Iteration 17Q: 3 clusters Score -8644134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -8644149.000000 Penalty: 5336.531738
	Iteration 18Q: 3 clusters Score -8644149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -8644159.000000 Penalty: 5336.531738
	Iteration 19Q: 3 clusters Score -8644159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -8644168.000000 Penalty: 5336.531738
	Iteration 20F: 3 clusters Score -8644168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -8644180.000000 Penalty: 5336.531738
	Iteration 21Q: 3 clusters Score -8644180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -8644174.000000 Penalty: 5336.531738
	Iteration 22Q: 3 clusters Score -8644174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -8644178.000000 Penalty: 5336.531738
	Iteration 23Q: 3 clusters Score -8644178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -8644181.000000 Penalty: 5336.531738
	Iteration 24Q: 3 clusters Score -8644181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -8644183.000000 Penalty: 5336.531738
	Iteration 25Q: 3 clusters Score -8644183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -8644188.000000 Penalty: 5336.531738
	Iteration 26Q: 3 clusters Score -8644188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -8644193.000000 Penalty: 5336.531738
	Iteration 27Q: 3 clusters Score -8644193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -8644192.000000 Penalty: 5336.531738
	Iteration 28Q: 3 clusters Score -8644192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -8644192.000000 Penalty: 5336.531738
	Iteration 29F: 3 clusters Score -8644192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -61183.289062 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -61183.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59855.136719 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -59855.14 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60020.363281 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -60020.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60094.484375 Penalty: 2975.472656
	Iteration 2Q: 3 clusters Score -60094.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60137.523438 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -60137.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60180.312500 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -60180.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60206.945312 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -60206.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60233.058594 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -60233.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60254.328125 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -60254.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60256.691406 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -60256.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60256.691406 Penalty: 2975.472656
	Iteration 9F: 3 clusters Score -60256.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 45060 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 44561 members 
Mstep: Class 6 contains 48555 members 
Mstep: Class 7 contains 44792 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48116 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 31134 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42774 members 
Mstep: Class 17 contains 42192 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44733 members 
Mstep: Class 20 contains 45865 members 
Mstep: Class 21 contains 44769 members 
Mstep: Class 22 contains 47058 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684344.000000 Penalty: 79037.695312
Iteration 199Q: 25 clusters Score -1.066843e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 284 members 
Mstep: Class 3 contains 45014 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 44629 members 
Mstep: Class 6 contains 48644 members 
Mstep: Class 7 contains 44785 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48143 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 31105 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42760 members 
Mstep: Class 17 contains 42217 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44717 members 
Mstep: Class 20 contains 45834 members 
Mstep: Class 21 contains 44855 members 
Mstep: Class 22 contains 47074 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685312.000000 Penalty: 79037.695312
Iteration 200F: 25 clusters Score -1.066853e+08 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 44973 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44709 members 
Mstep: Class 6 contains 48655 members 
Mstep: Class 7 contains 44766 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48150 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 31064 members 
Mstep: Class 14 contains 1387 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42732 members 
Mstep: Class 17 contains 42133 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44676 members 
Mstep: Class 20 contains 45815 members 
Mstep: Class 21 contains 44849 members 
Mstep: Class 22 contains 47076 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685672.000000 Penalty: 79037.695312
Iteration 201Q: 25 clusters Score -1.066857e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 300 members 
Mstep: Class 3 contains 44935 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 44766 members 
Mstep: Class 6 contains 48707 members 
Mstep: Class 7 contains 44736 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48121 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 31049 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42702 members 
Mstep: Class 17 contains 42127 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44626 members 
Mstep: Class 20 contains 45777 members 
Mstep: Class 21 contains 44886 members 
Mstep: Class 22 contains 47087 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685728.000000 Penalty: 79037.695312
Iteration 202Q: 25 clusters Score -1.066857e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 290 members 
Mstep: Class 3 contains 44912 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 44778 members 
Mstep: Class 6 contains 48756 members 
Mstep: Class 7 contains 44738 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48105 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 31019 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42664 members 
Mstep: Class 17 contains 42170 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44589 members 
Mstep: Class 20 contains 45711 members 
Mstep: Class 21 contains 44928 members 
Mstep: Class 22 contains 47119 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686232.000000 Penalty: 79037.695312
Iteration 203Q: 25 clusters Score -1.066862e+08 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 286 members 
Mstep: Class 3 contains 44913 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44774 members 
Mstep: Class 6 contains 48763 members 
Mstep: Class 7 contains 44759 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48083 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30989 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42645 members 
Mstep: Class 17 contains 42204 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44537 members 
Mstep: Class 20 contains 45645 members 
Mstep: Class 21 contains 44993 members 
Mstep: Class 22 contains 47153 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686088.000000 Penalty: 79037.695312
Iteration 204Q: 25 clusters Score -1.066861e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44926 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 44779 members 
Mstep: Class 6 contains 48773 members 
Mstep: Class 7 contains 44753 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48066 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30962 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42622 members 
Mstep: Class 17 contains 42208 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44501 members 
Mstep: Class 20 contains 45632 members 
Mstep: Class 21 contains 45056 members 
Mstep: Class 22 contains 47151 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686528.000000 Penalty: 79037.695312
Iteration 205Q: 25 clusters Score -1.066865e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44910 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 44749 members 
Mstep: Class 6 contains 48768 members 
Mstep: Class 7 contains 44740 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48096 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30927 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42587 members 
Mstep: Class 17 contains 42251 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44488 members 
Mstep: Class 20 contains 45648 members 
Mstep: Class 21 contains 45080 members 
Mstep: Class 22 contains 47175 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686928.000000 Penalty: 79037.695312
Iteration 206Q: 25 clusters Score -1.066869e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44888 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44704 members 
Mstep: Class 6 contains 48768 members 
Mstep: Class 7 contains 44725 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48144 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30901 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42572 members 
Mstep: Class 17 contains 42309 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44499 members 
Mstep: Class 20 contains 45672 members 
Mstep: Class 21 contains 45063 members 
Mstep: Class 22 contains 47193 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687000.000000 Penalty: 79037.695312
Iteration 207Q: 25 clusters Score -1.06687e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44897 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 44668 members 
Mstep: Class 6 contains 48755 members 
Mstep: Class 7 contains 44717 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48156 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30889 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42563 members 
Mstep: Class 17 contains 42385 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44523 members 
Mstep: Class 20 contains 45638 members 
Mstep: Class 21 contains 45042 members 
Mstep: Class 22 contains 47200 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687136.000000 Penalty: 79037.695312
Iteration 208Q: 25 clusters Score -1.066871e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44940 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 44647 members 
Mstep: Class 6 contains 48738 members 
Mstep: Class 7 contains 44713 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48125 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30861 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42554 members 
Mstep: Class 17 contains 42458 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44524 members 
Mstep: Class 20 contains 45634 members 
Mstep: Class 21 contains 45025 members 
Mstep: Class 22 contains 47214 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687560.000000 Penalty: 79037.695312
Iteration 209Q: 25 clusters Score -1.066876e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44969 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 44619 members 
Mstep: Class 6 contains 48731 members 
Mstep: Class 7 contains 44688 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48078 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30829 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42558 members 
Mstep: Class 17 contains 42565 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44530 members 
Mstep: Class 20 contains 45643 members 
Mstep: Class 21 contains 44992 members 
Mstep: Class 22 contains 47231 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687760.000000 Penalty: 79037.695312
Iteration 210Q: 25 clusters Score -1.066878e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 45007 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44557 members 
Mstep: Class 6 contains 48754 members 
Mstep: Class 7 contains 44684 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48047 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30810 members 
Mstep: Class 14 contains 1379 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42568 members 
Mstep: Class 17 contains 42657 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44497 members 
Mstep: Class 20 contains 45697 members 
Mstep: Class 21 contains 44912 members 
Mstep: Class 22 contains 47239 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687632.000000 Penalty: 79037.695312
Iteration 211Q: 25 clusters Score -1.066876e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 45033 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44520 members 
Mstep: Class 6 contains 48783 members 
Mstep: Class 7 contains 44688 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48007 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30775 members 
Mstep: Class 14 contains 1380 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42558 members 
Mstep: Class 17 contains 42744 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44450 members 
Mstep: Class 20 contains 45729 members 
Mstep: Class 21 contains 44874 members 
Mstep: Class 22 contains 47259 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688232.000000 Penalty: 79037.695312
Iteration 212Q: 25 clusters Score -1.066882e+08 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 45031 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44476 members 
Mstep: Class 6 contains 48835 members 
Mstep: Class 7 contains 44700 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48009 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30739 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42564 members 
Mstep: Class 17 contains 42815 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44426 members 
Mstep: Class 20 contains 45739 members 
Mstep: Class 21 contains 44826 members 
Mstep: Class 22 contains 47286 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688496.000000 Penalty: 79037.695312
Iteration 213Q: 25 clusters Score -1.066885e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 45052 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44423 members 
Mstep: Class 6 contains 48856 members 
Mstep: Class 7 contains 44692 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48005 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30713 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42552 members 
Mstep: Class 17 contains 42924 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44407 members 
Mstep: Class 20 contains 45720 members 
Mstep: Class 21 contains 44835 members 
Mstep: Class 22 contains 47297 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688464.000000 Penalty: 79037.695312
Iteration 214Q: 25 clusters Score -1.066885e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44999 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44401 members 
Mstep: Class 6 contains 48938 members 
Mstep: Class 7 contains 44693 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48007 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30678 members 
Mstep: Class 14 contains 1380 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42530 members 
Mstep: Class 17 contains 42966 members 
Mstep: Class 18 contains 952 members 
Mstep: Class 19 contains 44418 members 
Mstep: Class 20 contains 45726 members 
Mstep: Class 21 contains 44831 members 
Mstep: Class 22 contains 47310 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688712.000000 Penalty: 79037.695312
Iteration 215Q: 25 clusters Score -1.066887e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44993 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44400 members 
Mstep: Class 6 contains 48957 members 
Mstep: Class 7 contains 44683 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48015 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30642 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42513 members 
Mstep: Class 17 contains 42991 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44392 members 
Mstep: Class 20 contains 45772 members 
Mstep: Class 21 contains 44830 members 
Mstep: Class 22 contains 47309 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688896.000000 Penalty: 79037.695312
Iteration 216Q: 25 clusters Score -1.066889e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44965 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 44407 members 
Mstep: Class 6 contains 49000 members 
Mstep: Class 7 contains 44685 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47991 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30614 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42486 members 
Mstep: Class 17 contains 43065 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44378 members 
Mstep: Class 20 contains 45823 members 
Mstep: Class 21 contains 44836 members 
Mstep: Class 22 contains 47291 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689112.000000 Penalty: 79037.695312
Iteration 217Q: 25 clusters Score -1.066891e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44937 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 44430 members 
Mstep: Class 6 contains 49034 members 
Mstep: Class 7 contains 44698 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47956 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30597 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 43108 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44388 members 
Mstep: Class 20 contains 45854 members 
Mstep: Class 21 contains 44845 members 
Mstep: Class 22 contains 47269 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688976.000000 Penalty: 79037.695312
Iteration 218Q: 25 clusters Score -1.06689e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44922 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 44469 members 
Mstep: Class 6 contains 49057 members 
Mstep: Class 7 contains 44709 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47941 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30562 members 
Mstep: Class 14 contains 1356 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42466 members 
Mstep: Class 17 contains 43122 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44384 members 
Mstep: Class 20 contains 45844 members 
Mstep: Class 21 contains 44851 members 
Mstep: Class 22 contains 47264 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689112.000000 Penalty: 79037.695312
Iteration 219Q: 25 clusters Score -1.066891e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 285 members 
Mstep: Class 3 contains 44918 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44532 members 
Mstep: Class 6 contains 49078 members 
Mstep: Class 7 contains 44709 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47986 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30538 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42451 members 
Mstep: Class 17 contains 43110 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44344 members 
Mstep: Class 20 contains 45830 members 
Mstep: Class 21 contains 44846 members 
Mstep: Class 22 contains 47271 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689480.000000 Penalty: 79037.695312
Iteration 220F: 25 clusters Score -1.066895e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 293 members 
Mstep: Class 3 contains 44903 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44628 members 
Mstep: Class 6 contains 49058 members 
Mstep: Class 7 contains 44705 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48019 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30497 members 
Mstep: Class 14 contains 1342 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42430 members 
Mstep: Class 17 contains 43098 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44342 members 
Mstep: Class 20 contains 45839 members 
Mstep: Class 21 contains 44883 members 
Mstep: Class 22 contains 47250 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689728.000000 Penalty: 79037.695312
Iteration 221Q: 25 clusters Score -1.066897e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44907 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 49044 members 
Mstep: Class 7 contains 44722 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48036 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30486 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42426 members 
Mstep: Class 17 contains 43084 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44337 members 
Mstep: Class 20 contains 45847 members 
Mstep: Class 21 contains 44888 members 
Mstep: Class 22 contains 47207 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689944.000000 Penalty: 79037.695312
Iteration 222Q: 25 clusters Score -1.066899e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44931 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 44740 members 
Mstep: Class 6 contains 49049 members 
Mstep: Class 7 contains 44712 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48061 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30463 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42423 members 
Mstep: Class 17 contains 43112 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44293 members 
Mstep: Class 20 contains 45850 members 
Mstep: Class 21 contains 44875 members 
Mstep: Class 22 contains 47197 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690136.000000 Penalty: 79037.695312
Iteration 223Q: 25 clusters Score -1.066901e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44964 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 44789 members 
Mstep: Class 6 contains 49051 members 
Mstep: Class 7 contains 44703 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48032 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30449 members 
Mstep: Class 14 contains 1343 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42415 members 
Mstep: Class 17 contains 43160 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44259 members 
Mstep: Class 20 contains 45882 members 
Mstep: Class 21 contains 44878 members 
Mstep: Class 22 contains 47159 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690584.000000 Penalty: 79037.695312
Iteration 224Q: 25 clusters Score -1.066906e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44987 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 44806 members 
Mstep: Class 6 contains 49075 members 
Mstep: Class 7 contains 44686 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48015 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30434 members 
Mstep: Class 14 contains 1341 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42420 members 
Mstep: Class 17 contains 43184 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44221 members 
Mstep: Class 20 contains 45918 members 
Mstep: Class 21 contains 44884 members 
Mstep: Class 22 contains 47146 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690824.000000 Penalty: 79037.695312
Iteration 225Q: 25 clusters Score -1.066908e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44971 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 44845 members 
Mstep: Class 6 contains 49105 members 
Mstep: Class 7 contains 44652 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48011 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30422 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42414 members 
Mstep: Class 17 contains 43199 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44207 members 
Mstep: Class 20 contains 45924 members 
Mstep: Class 21 contains 44911 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691008.000000 Penalty: 79037.695312
Iteration 226Q: 25 clusters Score -1.06691e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44932 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 44884 members 
Mstep: Class 6 contains 49147 members 
Mstep: Class 7 contains 44623 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48010 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30420 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42406 members 
Mstep: Class 17 contains 43225 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 44196 members 
Mstep: Class 20 contains 45916 members 
Mstep: Class 21 contains 44937 members 
Mstep: Class 22 contains 47102 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691192.000000 Penalty: 79037.695312
Iteration 227Q: 25 clusters Score -1.066912e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44869 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 44892 members 
Mstep: Class 6 contains 49206 members 
Mstep: Class 7 contains 44597 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48009 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30420 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42410 members 
Mstep: Class 17 contains 43250 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44232 members 
Mstep: Class 20 contains 45904 members 
Mstep: Class 21 contains 44948 members 
Mstep: Class 22 contains 47090 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691592.000000 Penalty: 79037.695312
Iteration 228Q: 25 clusters Score -1.066916e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44790 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 44919 members 
Mstep: Class 6 contains 49258 members 
Mstep: Class 7 contains 44573 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48030 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 30412 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42417 members 
Mstep: Class 17 contains 43258 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44246 members 
Mstep: Class 20 contains 45911 members 
Mstep: Class 21 contains 44969 members 
Mstep: Class 22 contains 47063 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691536.000000 Penalty: 79037.695312
Iteration 229Q: 25 clusters Score -1.066915e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44754 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 44958 members 
Mstep: Class 6 contains 49278 members 
Mstep: Class 7 contains 44557 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48032 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 13 contains 30395 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42436 members 
Mstep: Class 17 contains 43252 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44313 members 
Mstep: Class 20 contains 45888 members 
Mstep: Class 21 contains 44959 members 
Mstep: Class 22 contains 47019 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691672.000000 Penalty: 79037.695312
Iteration 230Q: 25 clusters Score -1.066917e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44744 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 44994 members 
Mstep: Class 6 contains 49287 members 
Mstep: Class 7 contains 44548 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48034 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30377 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42418 members 
Mstep: Class 17 contains 43257 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44356 members 
Mstep: Class 20 contains 45862 members 
Mstep: Class 21 contains 44968 members 
Mstep: Class 22 contains 46987 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691896.000000 Penalty: 79037.695312
Iteration 231Q: 25 clusters Score -1.066919e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44741 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45060 members 
Mstep: Class 6 contains 49293 members 
Mstep: Class 7 contains 44533 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48012 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30371 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42400 members 
Mstep: Class 17 contains 43235 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44358 members 
Mstep: Class 20 contains 45842 members 
Mstep: Class 21 contains 45011 members 
Mstep: Class 22 contains 46982 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692056.000000 Penalty: 79037.695312
Iteration 232Q: 25 clusters Score -1.066921e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44755 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45118 members 
Mstep: Class 6 contains 49288 members 
Mstep: Class 7 contains 44507 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47975 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30368 members 
Mstep: Class 14 contains 1333 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42407 members 
Mstep: Class 17 contains 43215 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44384 members 
Mstep: Class 20 contains 45837 members 
Mstep: Class 21 contains 45059 members 
Mstep: Class 22 contains 46928 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692240.000000 Penalty: 79037.695312
Iteration 233Q: 25 clusters Score -1.066922e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44789 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 45177 members 
Mstep: Class 6 contains 49289 members 
Mstep: Class 7 contains 44481 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47946 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30358 members 
Mstep: Class 14 contains 1330 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42421 members 
Mstep: Class 17 contains 43186 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44398 members 
Mstep: Class 20 contains 45855 members 
Mstep: Class 21 contains 45069 members 
Mstep: Class 22 contains 46898 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692016.000000 Penalty: 79037.695312
Iteration 234Q: 25 clusters Score -1.06692e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44779 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 45216 members 
Mstep: Class 6 contains 49332 members 
Mstep: Class 7 contains 44464 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47903 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30354 members 
Mstep: Class 14 contains 1329 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42414 members 
Mstep: Class 17 contains 43151 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44433 members 
Mstep: Class 20 contains 45862 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 46884 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692192.000000 Penalty: 79037.695312
Iteration 235Q: 25 clusters Score -1.066922e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44774 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45228 members 
Mstep: Class 6 contains 49368 members 
Mstep: Class 7 contains 44473 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47854 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30351 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42420 members 
Mstep: Class 17 contains 43131 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44450 members 
Mstep: Class 20 contains 45856 members 
Mstep: Class 21 contains 45137 members 
Mstep: Class 22 contains 46889 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 46018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692392.000000 Penalty: 79037.695312
Iteration 236Q: 25 clusters Score -1.066924e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44774 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45230 members 
Mstep: Class 6 contains 49383 members 
Mstep: Class 7 contains 44480 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47817 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30345 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42422 members 
Mstep: Class 17 contains 43105 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44478 members 
Mstep: Class 20 contains 45865 members 
Mstep: Class 21 contains 45182 members 
Mstep: Class 22 contains 46883 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692792.000000 Penalty: 79037.695312
Iteration 237Q: 25 clusters Score -1.066928e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44767 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45238 members 
Mstep: Class 6 contains 49413 members 
Mstep: Class 7 contains 44469 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47776 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30339 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42425 members 
Mstep: Class 17 contains 43077 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44498 members 
Mstep: Class 20 contains 45898 members 
Mstep: Class 21 contains 45241 members 
Mstep: Class 22 contains 46872 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692768.000000 Penalty: 79037.695312
Iteration 238Q: 25 clusters Score -1.066928e+08 nChanged 1274
Entering ConstructFrom: 
Score: -106692768.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -60334.726562 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -60334.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58851.558594 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -58851.56 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59256.386719 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -59256.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59474.093750 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -59474.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59597.175781 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -59597.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59668.234375 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -59668.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59723.523438 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -59723.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59764.308594 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -59764.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59809.277344 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -59809.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59823.503906 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -59823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59841.558594 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -59841.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59856.019531 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -59856.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59871.937500 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -59871.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59886.078125 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -59886.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59888.539062 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -59888.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59894.976562 Penalty: 3120.618408
	Iteration 14F: 3 clusters Score -59894.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59920.570312 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -59920.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59972.441406 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -59972.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60017.542969 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -60017.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60062.960938 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -60062.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60070.191406 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -60070.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60072.707031 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -60072.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60076.894531 Penalty: 3120.618408
	Iteration 21Q: 3 clusters Score -60076.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60079.316406 Penalty: 3120.618408
	Iteration 22Q: 3 clusters Score -60079.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60079.316406 Penalty: 3120.618408
	Iteration 23F: 3 clusters Score -60079.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -64498.410156 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -64498.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -63279.562500 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -63279.56 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -63377.960938 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -63377.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -63399.019531 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -63399.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -63417.828125 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -63417.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -63430.218750 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -63430.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -63437.597656 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -63437.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63446.039062 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -63446.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63446.039062 Penalty: 2825.758301
	Iteration 7F: 3 clusters Score -63446.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Entering Unmasked Estep 
Score: -8318744.500000 Penalty: 2656.037598
	Iteration 0F: 2 clusters Score -8318744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -8289895.000000 Penalty: 5312.075195
	Iteration 0F: 3 clusters Score -8289895 nChanged 20562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -8301254.500000 Penalty: 5312.075195
	Iteration 1F: 3 clusters Score -8301254 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -8301834.000000 Penalty: 5312.075195
	Iteration 2Q: 3 clusters Score -8301834 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -8302420.500000 Penalty: 5312.075195
	Iteration 3Q: 3 clusters Score -8302420 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -8303247.500000 Penalty: 5312.075195
	Iteration 4Q: 3 clusters Score -8303248 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -8304214.000000 Penalty: 5312.075195
	Iteration 5Q: 3 clusters Score -8304214 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -8305393.500000 Penalty: 5312.075195
	Iteration 6Q: 3 clusters Score -8305394 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -8306692.500000 Penalty: 5312.075195
	Iteration 7Q: 3 clusters Score -8306692 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -8308162.500000 Penalty: 5312.075195
	Iteration 8Q: 3 clusters Score -8308162 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -8309763.500000 Penalty: 5312.075195
	Iteration 9F: 3 clusters Score -8309764 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -8311326.000000 Penalty: 5312.075195
	Iteration 10F: 3 clusters Score -8311326 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -8312531.500000 Penalty: 5312.075195
	Iteration 11Q: 3 clusters Score -8312532 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -8313129.500000 Penalty: 5312.075195
	Iteration 12Q: 3 clusters Score -8313130 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -8313379.500000 Penalty: 5312.075195
	Iteration 13Q: 3 clusters Score -8313380 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -8313522.000000 Penalty: 5312.075195
	Iteration 14Q: 3 clusters Score -8313522 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -8313664.000000 Penalty: 5312.075195
	Iteration 15Q: 3 clusters Score -8313664 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -8313747.000000 Penalty: 5312.075195
	Iteration 16Q: 3 clusters Score -8313747 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -8313849.000000 Penalty: 5312.075195
	Iteration 17Q: 3 clusters Score -8313849 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -8313908.500000 Penalty: 5312.075195
	Iteration 18Q: 3 clusters Score -8313908 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -8313988.500000 Penalty: 5312.075195
	Iteration 19Q: 3 clusters Score -8313988 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -8314057.500000 Penalty: 5312.075195
	Iteration 20F: 3 clusters Score -8314058 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -8314108.500000 Penalty: 5312.075195
	Iteration 21Q: 3 clusters Score -8314108 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -8314186.000000 Penalty: 5312.075195
	Iteration 22Q: 3 clusters Score -8314186 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -8314256.000000 Penalty: 5312.075195
	Iteration 23Q: 3 clusters Score -8314256 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -8314346.000000 Penalty: 5312.075195
	Iteration 24Q: 3 clusters Score -8314346 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -8314400.500000 Penalty: 5312.075195
	Iteration 25Q: 3 clusters Score -8314400 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -8314455.500000 Penalty: 5312.075195
	Iteration 26Q: 3 clusters Score -8314456 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -8314578.000000 Penalty: 5312.075195
	Iteration 27Q: 3 clusters Score -8314578 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -8314622.500000 Penalty: 5312.075195
	Iteration 28Q: 3 clusters Score -8314622 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -8314666.500000 Penalty: 5312.075195
	Iteration 29Q: 3 clusters Score -8314666 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -8314739.000000 Penalty: 5312.075195
	Iteration 30Q: 3 clusters Score -8314739 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -8314806.500000 Penalty: 5312.075195
	Iteration 31Q: 3 clusters Score -8314806 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -8314876.500000 Penalty: 5312.075195
	Iteration 32Q: 3 clusters Score -8314876 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -8314932.000000 Penalty: 5312.075195
	Iteration 33Q: 3 clusters Score -8314932 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -8314993.000000 Penalty: 5312.075195
	Iteration 34Q: 3 clusters Score -8314993 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -8315043.500000 Penalty: 5312.075195
	Iteration 35Q: 3 clusters Score -8315044 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -8315091.000000 Penalty: 5312.075195
	Iteration 36Q: 3 clusters Score -8315091 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -8315137.500000 Penalty: 5312.075195
	Iteration 37Q: 3 clusters Score -8315138 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -8315172.500000 Penalty: 5312.075195
	Iteration 38Q: 3 clusters Score -8315172 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -8315202.000000 Penalty: 5312.075195
	Iteration 39Q: 3 clusters Score -8315202 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -8315218.000000 Penalty: 5312.075195
	Iteration 40F: 3 clusters Score -8315218 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -8315271.000000 Penalty: 5312.075195
	Iteration 41Q: 3 clusters Score -8315271 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -8315317.500000 Penalty: 5312.075195
	Iteration 42Q: 3 clusters Score -8315318 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -8315333.000000 Penalty: 5312.075195
	Iteration 43Q: 3 clusters Score -8315333 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -8315335.500000 Penalty: 5312.075195
	Iteration 44Q: 3 clusters Score -8315336 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -8315362.000000 Penalty: 5312.075195
	Iteration 45Q: 3 clusters Score -8315362 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -8315415.500000 Penalty: 5312.075195
	Iteration 46Q: 3 clusters Score -8315416 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -8315434.500000 Penalty: 5312.075195
	Iteration 47Q: 3 clusters Score -8315434 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -8315458.500000 Penalty: 5312.075195
	Iteration 48Q: 3 clusters Score -8315458 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -8315510.500000 Penalty: 5312.075195
	Iteration 49Q: 3 clusters Score -8315510 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -8315521.000000 Penalty: 5312.075195
	Iteration 50Q: 3 clusters Score -8315521 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -8315540.000000 Penalty: 5312.075195
	Iteration 51Q: 3 clusters Score -8315540 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -8315557.500000 Penalty: 5312.075195
	Iteration 52Q: 3 clusters Score -8315558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -8315578.500000 Penalty: 5312.075195
	Iteration 53Q: 3 clusters Score -8315578 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -8315604.000000 Penalty: 5312.075195
	Iteration 54Q: 3 clusters Score -8315604 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -8315641.500000 Penalty: 5312.075195
	Iteration 55Q: 3 clusters Score -8315642 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -8315687.500000 Penalty: 5312.075195
	Iteration 56Q: 3 clusters Score -8315688 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -8315706.000000 Penalty: 5312.075195
	Iteration 57Q: 3 clusters Score -8315706 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -8315741.000000 Penalty: 5312.075195
	Iteration 58Q: 3 clusters Score -8315741 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -8315748.500000 Penalty: 5312.075195
	Iteration 59Q: 3 clusters Score -8315748 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -8315787.000000 Penalty: 5312.075195
	Iteration 60F: 3 clusters Score -8315787 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -8315798.000000 Penalty: 5312.075195
	Iteration 61Q: 3 clusters Score -8315798 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -8315798.000000 Penalty: 5312.075195
	Iteration 62Q: 3 clusters Score -8315798 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -8315813.500000 Penalty: 5312.075195
	Iteration 63Q: 3 clusters Score -8315814 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -8315821.000000 Penalty: 5312.075195
	Iteration 64Q: 3 clusters Score -8315821 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -8315814.000000 Penalty: 5312.075195
	Iteration 65Q: 3 clusters Score -8315814 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -8315853.500000 Penalty: 5312.075195
	Iteration 66Q: 3 clusters Score -8315854 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -8315867.000000 Penalty: 5312.075195
	Iteration 67Q: 3 clusters Score -8315867 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -8315885.000000 Penalty: 5312.075195
	Iteration 68Q: 3 clusters Score -8315885 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -8315905.000000 Penalty: 5312.075195
	Iteration 69Q: 3 clusters Score -8315905 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -8315964.000000 Penalty: 5312.075195
	Iteration 70Q: 3 clusters Score -8315964 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -8315991.500000 Penalty: 5312.075195
	Iteration 71Q: 3 clusters Score -8315992 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -8315995.000000 Penalty: 5312.075195
	Iteration 72Q: 3 clusters Score -8315995 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -8316036.000000 Penalty: 5312.075195
	Iteration 73Q: 3 clusters Score -8316036 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -8316050.000000 Penalty: 5312.075195
	Iteration 74Q: 3 clusters Score -8316050 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -8316092.500000 Penalty: 5312.075195
	Iteration 75Q: 3 clusters Score -8316092 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -8316129.000000 Penalty: 5312.075195
	Iteration 76Q: 3 clusters Score -8316129 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -8316148.500000 Penalty: 5312.075195
	Iteration 77Q: 3 clusters Score -8316148 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -8316185.500000 Penalty: 5312.075195
	Iteration 78Q: 3 clusters Score -8316186 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -8316235.000000 Penalty: 5312.075195
	Iteration 79Q: 3 clusters Score -8316235 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -8316251.500000 Penalty: 5312.075195
	Iteration 80F: 3 clusters Score -8316252 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -8316278.000000 Penalty: 5312.075195
	Iteration 81Q: 3 clusters Score -8316278 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -8316301.000000 Penalty: 5312.075195
	Iteration 82Q: 3 clusters Score -8316301 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -8316338.500000 Penalty: 5312.075195
	Iteration 83Q: 3 clusters Score -8316338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -8316360.500000 Penalty: 5312.075195
	Iteration 84Q: 3 clusters Score -8316360 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -8316409.500000 Penalty: 5312.075195
	Iteration 85Q: 3 clusters Score -8316410 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -8316428.000000 Penalty: 5312.075195
	Iteration 86Q: 3 clusters Score -8316428 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -8316454.500000 Penalty: 5312.075195
	Iteration 87Q: 3 clusters Score -8316454 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -8316470.000000 Penalty: 5312.075195
	Iteration 88Q: 3 clusters Score -8316470 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -8316519.000000 Penalty: 5312.075195
	Iteration 89Q: 3 clusters Score -8316519 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -8316582.000000 Penalty: 5312.075195
	Iteration 90Q: 3 clusters Score -8316582 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -8316603.000000 Penalty: 5312.075195
	Iteration 91Q: 3 clusters Score -8316603 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -8316656.000000 Penalty: 5312.075195
	Iteration 92Q: 3 clusters Score -8316656 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -8316696.000000 Penalty: 5312.075195
	Iteration 93Q: 3 clusters Score -8316696 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -8316693.500000 Penalty: 5312.075195
	Iteration 94Q: 3 clusters Score -8316694 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -8316719.500000 Penalty: 5312.075195
	Iteration 95Q: 3 clusters Score -8316720 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -8316717.000000 Penalty: 5312.075195
	Iteration 96Q: 3 clusters Score -8316717 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -8316735.500000 Penalty: 5312.075195
	Iteration 97Q: 3 clusters Score -8316736 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -8316746.500000 Penalty: 5312.075195
	Iteration 98Q: 3 clusters Score -8316746 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -8316750.000000 Penalty: 5312.075195
	Iteration 99Q: 3 clusters Score -8316750 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -8316770.000000 Penalty: 5312.075195
	Iteration 100F: 3 clusters Score -8316770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -8316799.000000 Penalty: 5312.075195
	Iteration 101Q: 3 clusters Score -8316799 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -8316797.500000 Penalty: 5312.075195
	Iteration 102Q: 3 clusters Score -8316798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -8316806.000000 Penalty: 5312.075195
	Iteration 103Q: 3 clusters Score -8316806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -8316809.500000 Penalty: 5312.075195
	Iteration 104Q: 3 clusters Score -8316810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -8316815.500000 Penalty: 5312.075195
	Iteration 105Q: 3 clusters Score -8316816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -8316813.000000 Penalty: 5312.075195
	Iteration 106Q: 3 clusters Score -8316813 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -8316832.000000 Penalty: 5312.075195
	Iteration 107Q: 3 clusters Score -8316832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -8316847.000000 Penalty: 5312.075195
	Iteration 108Q: 3 clusters Score -8316847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -8316847.000000 Penalty: 5312.075195
	Iteration 109Q: 3 clusters Score -8316847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -8316846.500000 Penalty: 5312.075195
	Iteration 110Q: 3 clusters Score -8316846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -8316838.000000 Penalty: 5312.075195
	Iteration 111Q: 3 clusters Score -8316838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -8316835.500000 Penalty: 5312.075195
	Iteration 112Q: 3 clusters Score -8316836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8316844.500000 Penalty: 5312.075195
	Iteration 113Q: 3 clusters Score -8316844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -8316825.500000 Penalty: 5312.075195
	Iteration 114Q: 3 clusters Score -8316826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8316828.000000 Penalty: 5312.075195
	Iteration 115Q: 3 clusters Score -8316828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8316828.000000 Penalty: 5312.075195
	Iteration 116Q: 3 clusters Score -8316828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -8316831.500000 Penalty: 5312.075195
	Iteration 117Q: 3 clusters Score -8316832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -8316824.000000 Penalty: 5312.075195
	Iteration 118Q: 3 clusters Score -8316824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -8316827.500000 Penalty: 5312.075195
	Iteration 119Q: 3 clusters Score -8316828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -8316829.500000 Penalty: 5312.075195
	Iteration 120F: 3 clusters Score -8316830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -8316835.000000 Penalty: 5312.075195
	Iteration 121Q: 3 clusters Score -8316835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -8316824.500000 Penalty: 5312.075195
	Iteration 122Q: 3 clusters Score -8316824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -8316821.500000 Penalty: 5312.075195
	Iteration 123Q: 3 clusters Score -8316822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -8316829.000000 Penalty: 5312.075195
	Iteration 124Q: 3 clusters Score -8316829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -8316837.500000 Penalty: 5312.075195
	Iteration 125Q: 3 clusters Score -8316838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -8316835.500000 Penalty: 5312.075195
	Iteration 126Q: 3 clusters Score -8316836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -8316843.500000 Penalty: 5312.075195
	Iteration 127Q: 3 clusters Score -8316844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -8316842.500000 Penalty: 5312.075195
	Iteration 128Q: 3 clusters Score -8316842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8316840.500000 Penalty: 5312.075195
	Iteration 129Q: 3 clusters Score -8316840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -8316830.000000 Penalty: 5312.075195
	Iteration 130Q: 3 clusters Score -8316830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -8316842.500000 Penalty: 5312.075195
	Iteration 131Q: 3 clusters Score -8316842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -8316834.500000 Penalty: 5312.075195
	Iteration 132Q: 3 clusters Score -8316834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -8316829.500000 Penalty: 5312.075195
	Iteration 133Q: 3 clusters Score -8316830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -8316831.500000 Penalty: 5312.075195
	Iteration 134Q: 3 clusters Score -8316832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -8316824.500000 Penalty: 5312.075195
	Iteration 135Q: 3 clusters Score -8316824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -8316821.000000 Penalty: 5312.075195
	Iteration 136Q: 3 clusters Score -8316821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -8316824.000000 Penalty: 5312.075195
	Iteration 137Q: 3 clusters Score -8316824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -8316827.500000 Penalty: 5312.075195
	Iteration 138Q: 3 clusters Score -8316828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -8316814.000000 Penalty: 5312.075195
	Iteration 139Q: 3 clusters Score -8316814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -8316821.000000 Penalty: 5312.075195
	Iteration 140F: 3 clusters Score -8316821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -8316815.000000 Penalty: 5312.075195
	Iteration 141Q: 3 clusters Score -8316815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -8316813.000000 Penalty: 5312.075195
	Iteration 142Q: 3 clusters Score -8316813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -8316813.000000 Penalty: 5312.075195
	Iteration 143F: 3 clusters Score -8316813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -155452.421875 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -155452.4 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 467 members 
Entering Unmasked Estep 
Score: -153640.453125 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -153640.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -154088.265625 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -154088.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -154284.718750 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -154284.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -154402.765625 Penalty: 3371.224365
	Iteration 3F: 3 clusters Score -154402.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -154516.859375 Penalty: 3371.224365
	Iteration 4Q: 3 clusters Score -154516.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -154644.531250 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -154644.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -154746.078125 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -154746.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -154804.687500 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -154804.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -154833.515625 Penalty: 3371.224365
	Iteration 8Q: 3 clusters Score -154833.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -154853.281250 Penalty: 3371.224365
	Iteration 9Q: 3 clusters Score -154853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -154857.953125 Penalty: 3371.224365
	Iteration 10Q: 3 clusters Score -154858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154865.093750 Penalty: 3371.224365
	Iteration 11Q: 3 clusters Score -154865.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -154868.875000 Penalty: 3371.224365
	Iteration 12Q: 3 clusters Score -154868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154874.812500 Penalty: 3371.224365
	Iteration 13Q: 3 clusters Score -154874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -154877.609375 Penalty: 3371.224365
	Iteration 14Q: 3 clusters Score -154877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -154881.906250 Penalty: 3371.224365
	Iteration 15Q: 3 clusters Score -154881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -154885.687500 Penalty: 3371.224365
	Iteration 16Q: 3 clusters Score -154885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154887.093750 Penalty: 3371.224365
	Iteration 17Q: 3 clusters Score -154887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -154888.703125 Penalty: 3371.224365
	Iteration 18Q: 3 clusters Score -154888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154889.906250 Penalty: 3371.224365
	Iteration 19Q: 3 clusters Score -154889.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154893.921875 Penalty: 3371.224365
	Iteration 20F: 3 clusters Score -154893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -154897.437500 Penalty: 3371.224365
	Iteration 21Q: 3 clusters Score -154897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -154901.062500 Penalty: 3371.224365
	Iteration 22Q: 3 clusters Score -154901.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -154901.062500 Penalty: 3371.224365
	Iteration 23F: 3 clusters Score -154901.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Entering Unmasked Estep 
Score: -8323088.500000 Penalty: 2658.543945
	Iteration 0F: 2 clusters Score -8323088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -8292900.500000 Penalty: 5317.087891
	Iteration 0F: 3 clusters Score -8292900 nChanged 20842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -8304526.500000 Penalty: 5317.087891
	Iteration 1F: 3 clusters Score -8304526 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -8305059.000000 Penalty: 5317.087891
	Iteration 2Q: 3 clusters Score -8305059 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -8305724.500000 Penalty: 5317.087891
	Iteration 3Q: 3 clusters Score -8305724 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -8306425.500000 Penalty: 5317.087891
	Iteration 4Q: 3 clusters Score -8306426 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -8307456.500000 Penalty: 5317.087891
	Iteration 5Q: 3 clusters Score -8307456 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -8308735.500000 Penalty: 5317.087891
	Iteration 6F: 3 clusters Score -8308736 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -8310719.500000 Penalty: 5317.087891
	Iteration 7F: 3 clusters Score -8310720 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -8313120.500000 Penalty: 5317.087891
	Iteration 8F: 3 clusters Score -8313120 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -8315581.500000 Penalty: 5317.087891
	Iteration 9F: 3 clusters Score -8315582 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -8317697.500000 Penalty: 5317.087891
	Iteration 10F: 3 clusters Score -8317698 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -8319198.500000 Penalty: 5317.087891
	Iteration 11Q: 3 clusters Score -8319198 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8320223.000000 Penalty: 5317.087891
	Iteration 12Q: 3 clusters Score -8320223 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8320871.500000 Penalty: 5317.087891
	Iteration 13Q: 3 clusters Score -8320872 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8321167.500000 Penalty: 5317.087891
	Iteration 14Q: 3 clusters Score -8321168 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8321293.500000 Penalty: 5317.087891
	Iteration 15Q: 3 clusters Score -8321294 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8321375.000000 Penalty: 5317.087891
	Iteration 16Q: 3 clusters Score -8321375 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8321407.500000 Penalty: 5317.087891
	Iteration 17Q: 3 clusters Score -8321408 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8321450.000000 Penalty: 5317.087891
	Iteration 18Q: 3 clusters Score -8321450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8321447.500000 Penalty: 5317.087891
	Iteration 19Q: 3 clusters Score -8321448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8321459.000000 Penalty: 5317.087891
	Iteration 20F: 3 clusters Score -8321459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8321459.500000 Penalty: 5317.087891
	Iteration 21Q: 3 clusters Score -8321460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8321467.000000 Penalty: 5317.087891
	Iteration 22Q: 3 clusters Score -8321467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8321466.000000 Penalty: 5317.087891
	Iteration 23Q: 3 clusters Score -8321466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8321469.000000 Penalty: 5317.087891
	Iteration 24Q: 3 clusters Score -8321469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8321472.500000 Penalty: 5317.087891
	Iteration 25Q: 3 clusters Score -8321472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8321475.500000 Penalty: 5317.087891
	Iteration 26Q: 3 clusters Score -8321476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8321485.000000 Penalty: 5317.087891
	Iteration 27Q: 3 clusters Score -8321485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8321491.000000 Penalty: 5317.087891
	Iteration 28Q: 3 clusters Score -8321491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8321497.500000 Penalty: 5317.087891
	Iteration 29Q: 3 clusters Score -8321498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8321495.500000 Penalty: 5317.087891
	Iteration 30Q: 3 clusters Score -8321496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8321499.000000 Penalty: 5317.087891
	Iteration 31Q: 3 clusters Score -8321499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8321495.000000 Penalty: 5317.087891
	Iteration 32Q: 3 clusters Score -8321495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8321500.000000 Penalty: 5317.087891
	Iteration 33Q: 3 clusters Score -8321500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8321494.000000 Penalty: 5317.087891
	Iteration 34Q: 3 clusters Score -8321494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8321497.500000 Penalty: 5317.087891
	Iteration 35Q: 3 clusters Score -8321498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8321499.500000 Penalty: 5317.087891
	Iteration 36Q: 3 clusters Score -8321500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8321505.500000 Penalty: 5317.087891
	Iteration 37Q: 3 clusters Score -8321506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8321505.000000 Penalty: 5317.087891
	Iteration 38Q: 3 clusters Score -8321505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8321498.500000 Penalty: 5317.087891
	Iteration 39Q: 3 clusters Score -8321498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8321497.500000 Penalty: 5317.087891
	Iteration 40F: 3 clusters Score -8321498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8321503.500000 Penalty: 5317.087891
	Iteration 41Q: 3 clusters Score -8321504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8321502.500000 Penalty: 5317.087891
	Iteration 42Q: 3 clusters Score -8321502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8321507.500000 Penalty: 5317.087891
	Iteration 43Q: 3 clusters Score -8321508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8321513.000000 Penalty: 5317.087891
	Iteration 44Q: 3 clusters Score -8321513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8321513.000000 Penalty: 5317.087891
	Iteration 45F: 3 clusters Score -8321513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Entering Unmasked Estep 
Score: -9210896.000000 Penalty: 2680.280762
	Iteration 0F: 2 clusters Score -9210896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -9180909.000000 Penalty: 5360.561523
	Iteration 0F: 3 clusters Score -9180909 nChanged 22816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -9193455.000000 Penalty: 5360.561523
	Iteration 1F: 3 clusters Score -9193455 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -9193894.000000 Penalty: 5360.561523
	Iteration 2Q: 3 clusters Score -9193894 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -9194259.000000 Penalty: 5360.561523
	Iteration 3Q: 3 clusters Score -9194259 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -9194690.000000 Penalty: 5360.561523
	Iteration 4Q: 3 clusters Score -9194690 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -9195059.000000 Penalty: 5360.561523
	Iteration 5Q: 3 clusters Score -9195059 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -9195401.000000 Penalty: 5360.561523
	Iteration 6Q: 3 clusters Score -9195401 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -9195795.000000 Penalty: 5360.561523
	Iteration 7Q: 3 clusters Score -9195795 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -9196322.000000 Penalty: 5360.561523
	Iteration 8Q: 3 clusters Score -9196322 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -9196987.000000 Penalty: 5360.561523
	Iteration 9Q: 3 clusters Score -9196987 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -9197989.000000 Penalty: 5360.561523
	Iteration 10Q: 3 clusters Score -9197989 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -9199382.000000 Penalty: 5360.561523
	Iteration 11Q: 3 clusters Score -9199382 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -9201203.000000 Penalty: 5360.561523
	Iteration 12F: 3 clusters Score -9201203 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -9203214.000000 Penalty: 5360.561523
	Iteration 13F: 3 clusters Score -9203214 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -9204907.000000 Penalty: 5360.561523
	Iteration 14Q: 3 clusters Score -9204907 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -9206197.000000 Penalty: 5360.561523
	Iteration 15Q: 3 clusters Score -9206197 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -9207097.000000 Penalty: 5360.561523
	Iteration 16Q: 3 clusters Score -9207097 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -9207573.000000 Penalty: 5360.561523
	Iteration 17Q: 3 clusters Score -9207573 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -9207899.000000 Penalty: 5360.561523
	Iteration 18Q: 3 clusters Score -9207899 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -9208125.000000 Penalty: 5360.561523
	Iteration 19Q: 3 clusters Score -9208125 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -9208352.000000 Penalty: 5360.561523
	Iteration 20F: 3 clusters Score -9208352 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -9208533.000000 Penalty: 5360.561523
	Iteration 21Q: 3 clusters Score -9208533 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9208621.000000 Penalty: 5360.561523
	Iteration 22Q: 3 clusters Score -9208621 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9208635.000000 Penalty: 5360.561523
	Iteration 23Q: 3 clusters Score -9208635 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9208663.000000 Penalty: 5360.561523
	Iteration 24Q: 3 clusters Score -9208663 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -9208685.000000 Penalty: 5360.561523
	Iteration 25Q: 3 clusters Score -9208685 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9208727.000000 Penalty: 5360.561523
	Iteration 26Q: 3 clusters Score -9208727 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9208739.000000 Penalty: 5360.561523
	Iteration 27Q: 3 clusters Score -9208739 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9208771.000000 Penalty: 5360.561523
	Iteration 28Q: 3 clusters Score -9208771 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9208771.000000 Penalty: 5360.561523
	Iteration 29Q: 3 clusters Score -9208771 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9208796.000000 Penalty: 5360.561523
	Iteration 30Q: 3 clusters Score -9208796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9208822.000000 Penalty: 5360.561523
	Iteration 31Q: 3 clusters Score -9208822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9208827.000000 Penalty: 5360.561523
	Iteration 32Q: 3 clusters Score -9208827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9208829.000000 Penalty: 5360.561523
	Iteration 33Q: 3 clusters Score -9208829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9208837.000000 Penalty: 5360.561523
	Iteration 34Q: 3 clusters Score -9208837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9208847.000000 Penalty: 5360.561523
	Iteration 35Q: 3 clusters Score -9208847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9208843.000000 Penalty: 5360.561523
	Iteration 36Q: 3 clusters Score -9208843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9208848.000000 Penalty: 5360.561523
	Iteration 37Q: 3 clusters Score -9208848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9208839.000000 Penalty: 5360.561523
	Iteration 38Q: 3 clusters Score -9208839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9208839.000000 Penalty: 5360.561523
	Iteration 39Q: 3 clusters Score -9208839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9208839.000000 Penalty: 5360.561523
	Iteration 40F: 3 clusters Score -9208839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9208835.000000 Penalty: 5360.561523
	Iteration 41Q: 3 clusters Score -9208835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9208836.000000 Penalty: 5360.561523
	Iteration 42Q: 3 clusters Score -9208836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9208840.000000 Penalty: 5360.561523
	Iteration 43Q: 3 clusters Score -9208840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9208839.000000 Penalty: 5360.561523
	Iteration 44Q: 3 clusters Score -9208839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9208839.000000 Penalty: 5360.561523
	Iteration 45F: 3 clusters Score -9208839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Entering Unmasked Estep 
Score: -8245702.000000 Penalty: 2654.170410
	Iteration 0F: 2 clusters Score -8245702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -8216466.000000 Penalty: 5308.340820
	Iteration 0F: 3 clusters Score -8216466 nChanged 20568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -8227848.500000 Penalty: 5308.340820
	Iteration 1F: 3 clusters Score -8227848 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -8228317.000000 Penalty: 5308.340820
	Iteration 2Q: 3 clusters Score -8228317 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -8228810.500000 Penalty: 5308.340820
	Iteration 3Q: 3 clusters Score -8228810 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -8229328.500000 Penalty: 5308.340820
	Iteration 4Q: 3 clusters Score -8229328 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -8230001.500000 Penalty: 5308.340820
	Iteration 5Q: 3 clusters Score -8230002 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -8231003.000000 Penalty: 5308.340820
	Iteration 6Q: 3 clusters Score -8231003 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -8232465.500000 Penalty: 5308.340820
	Iteration 7F: 3 clusters Score -8232466 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -8234662.500000 Penalty: 5308.340820
	Iteration 8F: 3 clusters Score -8234662 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -8237603.000000 Penalty: 5308.340820
	Iteration 9F: 3 clusters Score -8237603 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8240502.000000 Penalty: 5308.340820
	Iteration 10F: 3 clusters Score -8240502 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8242286.500000 Penalty: 5308.340820
	Iteration 11Q: 3 clusters Score -8242286 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8242951.500000 Penalty: 5308.340820
	Iteration 12Q: 3 clusters Score -8242952 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8243171.000000 Penalty: 5308.340820
	Iteration 13Q: 3 clusters Score -8243171 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8243279.500000 Penalty: 5308.340820
	Iteration 14Q: 3 clusters Score -8243280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8243351.500000 Penalty: 5308.340820
	Iteration 15Q: 3 clusters Score -8243352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8243395.000000 Penalty: 5308.340820
	Iteration 16Q: 3 clusters Score -8243395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8243399.000000 Penalty: 5308.340820
	Iteration 17Q: 3 clusters Score -8243399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8243417.000000 Penalty: 5308.340820
	Iteration 18Q: 3 clusters Score -8243417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8243419.000000 Penalty: 5308.340820
	Iteration 19Q: 3 clusters Score -8243419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8243429.500000 Penalty: 5308.340820
	Iteration 20F: 3 clusters Score -8243430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8243433.000000 Penalty: 5308.340820
	Iteration 21Q: 3 clusters Score -8243433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8243444.500000 Penalty: 5308.340820
	Iteration 22Q: 3 clusters Score -8243444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8243446.000000 Penalty: 5308.340820
	Iteration 23Q: 3 clusters Score -8243446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8243455.000000 Penalty: 5308.340820
	Iteration 24Q: 3 clusters Score -8243455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8243453.000000 Penalty: 5308.340820
	Iteration 25Q: 3 clusters Score -8243453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8243453.000000 Penalty: 5308.340820
	Iteration 26F: 3 clusters Score -8243453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -104991.929688 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -104991.9 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 392 members 
Entering Unmasked Estep 
Score: -103378.046875 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -103378 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -104045.265625 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -104045.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -104452.406250 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -104452.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -104626.843750 Penalty: 3303.645264
	Iteration 3F: 3 clusters Score -104626.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -104703.109375 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -104703.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -104766.648438 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -104766.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104813.390625 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -104813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104836.398438 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -104836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -104846.085938 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -104846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -104851.843750 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -104851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -104859.007812 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -104859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -104869.945312 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -104869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104880.375000 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -104880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104889.945312 Penalty: 3303.645264
	Iteration 13Q: 3 clusters Score -104889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -104891.710938 Penalty: 3303.645264
	Iteration 14Q: 3 clusters Score -104891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104892.632812 Penalty: 3303.645264
	Iteration 15Q: 3 clusters Score -104892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104892.632812 Penalty: 3303.645264
	Iteration 16F: 3 clusters Score -104892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Entering Unmasked Estep 
Score: -8907104.000000 Penalty: 2671.912109
	Iteration 0F: 2 clusters Score -8907104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -8876872.000000 Penalty: 5343.824219
	Iteration 0F: 3 clusters Score -8876872 nChanged 21949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -8888901.000000 Penalty: 5343.824219
	Iteration 1F: 3 clusters Score -8888901 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8889435.000000 Penalty: 5343.824219
	Iteration 2Q: 3 clusters Score -8889435 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -8889842.000000 Penalty: 5343.824219
	Iteration 3Q: 3 clusters Score -8889842 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -8890225.000000 Penalty: 5343.824219
	Iteration 4Q: 3 clusters Score -8890225 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -8890673.000000 Penalty: 5343.824219
	Iteration 5Q: 3 clusters Score -8890673 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -8891182.000000 Penalty: 5343.824219
	Iteration 6Q: 3 clusters Score -8891182 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -8891933.000000 Penalty: 5343.824219
	Iteration 7Q: 3 clusters Score -8891933 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -8893164.000000 Penalty: 5343.824219
	Iteration 8Q: 3 clusters Score -8893164 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -8894865.000000 Penalty: 5343.824219
	Iteration 9F: 3 clusters Score -8894865 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -8897123.000000 Penalty: 5343.824219
	Iteration 10F: 3 clusters Score -8897123 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -8899651.000000 Penalty: 5343.824219
	Iteration 11F: 3 clusters Score -8899651 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -8901777.000000 Penalty: 5343.824219
	Iteration 12Q: 3 clusters Score -8901777 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -8903312.000000 Penalty: 5343.824219
	Iteration 13Q: 3 clusters Score -8903312 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -8904180.000000 Penalty: 5343.824219
	Iteration 14Q: 3 clusters Score -8904180 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -8904629.000000 Penalty: 5343.824219
	Iteration 15Q: 3 clusters Score -8904629 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -8904914.000000 Penalty: 5343.824219
	Iteration 16Q: 3 clusters Score -8904914 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -8905087.000000 Penalty: 5343.824219
	Iteration 17Q: 3 clusters Score -8905087 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -8905102.000000 Penalty: 5343.824219
	Iteration 18Q: 3 clusters Score -8905102 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -8905194.000000 Penalty: 5343.824219
	Iteration 19Q: 3 clusters Score -8905194 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -8905241.000000 Penalty: 5343.824219
	Iteration 20F: 3 clusters Score -8905241 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -8905319.000000 Penalty: 5343.824219
	Iteration 21Q: 3 clusters Score -8905319 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -8905331.000000 Penalty: 5343.824219
	Iteration 22Q: 3 clusters Score -8905331 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -8905329.000000 Penalty: 5343.824219
	Iteration 23Q: 3 clusters Score -8905329 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8905360.000000 Penalty: 5343.824219
	Iteration 24Q: 3 clusters Score -8905360 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -8905352.000000 Penalty: 5343.824219
	Iteration 25Q: 3 clusters Score -8905352 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8905382.000000 Penalty: 5343.824219
	Iteration 26Q: 3 clusters Score -8905382 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -8905353.000000 Penalty: 5343.824219
	Iteration 27Q: 3 clusters Score -8905353 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8905354.000000 Penalty: 5343.824219
	Iteration 28Q: 3 clusters Score -8905354 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -8905342.000000 Penalty: 5343.824219
	Iteration 29Q: 3 clusters Score -8905342 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8905300.000000 Penalty: 5343.824219
	Iteration 30Q: 3 clusters Score -8905300 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8905295.000000 Penalty: 5343.824219
	Iteration 31Q: 3 clusters Score -8905295 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8905279.000000 Penalty: 5343.824219
	Iteration 32Q: 3 clusters Score -8905279 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8905271.000000 Penalty: 5343.824219
	Iteration 33Q: 3 clusters Score -8905271 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8905270.000000 Penalty: 5343.824219
	Iteration 34Q: 3 clusters Score -8905270 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8905257.000000 Penalty: 5343.824219
	Iteration 35Q: 3 clusters Score -8905257 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8905255.000000 Penalty: 5343.824219
	Iteration 36Q: 3 clusters Score -8905255 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8905248.000000 Penalty: 5343.824219
	Iteration 37Q: 3 clusters Score -8905248 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8905249.000000 Penalty: 5343.824219
	Iteration 38Q: 3 clusters Score -8905249 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8905244.000000 Penalty: 5343.824219
	Iteration 39Q: 3 clusters Score -8905244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8905212.000000 Penalty: 5343.824219
	Iteration 40F: 3 clusters Score -8905212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8905220.000000 Penalty: 5343.824219
	Iteration 41Q: 3 clusters Score -8905220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8905179.000000 Penalty: 5343.824219
	Iteration 42Q: 3 clusters Score -8905179 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8905180.000000 Penalty: 5343.824219
	Iteration 43Q: 3 clusters Score -8905180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8905174.000000 Penalty: 5343.824219
	Iteration 44Q: 3 clusters Score -8905174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8905154.000000 Penalty: 5343.824219
	Iteration 45Q: 3 clusters Score -8905154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8905158.000000 Penalty: 5343.824219
	Iteration 46Q: 3 clusters Score -8905158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8905172.000000 Penalty: 5343.824219
	Iteration 47Q: 3 clusters Score -8905172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8905174.000000 Penalty: 5343.824219
	Iteration 48Q: 3 clusters Score -8905174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8905174.000000 Penalty: 5343.824219
	Iteration 49Q: 3 clusters Score -8905174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8905166.000000 Penalty: 5343.824219
	Iteration 50Q: 3 clusters Score -8905166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8905174.000000 Penalty: 5343.824219
	Iteration 51Q: 3 clusters Score -8905174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8905178.000000 Penalty: 5343.824219
	Iteration 52Q: 3 clusters Score -8905178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8905179.000000 Penalty: 5343.824219
	Iteration 53Q: 3 clusters Score -8905179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8905171.000000 Penalty: 5343.824219
	Iteration 54Q: 3 clusters Score -8905171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8905176.000000 Penalty: 5343.824219
	Iteration 55Q: 3 clusters Score -8905176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8905187.000000 Penalty: 5343.824219
	Iteration 56Q: 3 clusters Score -8905187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8905174.000000 Penalty: 5343.824219
	Iteration 57Q: 3 clusters Score -8905174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8905179.000000 Penalty: 5343.824219
	Iteration 58Q: 3 clusters Score -8905179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8905173.000000 Penalty: 5343.824219
	Iteration 59Q: 3 clusters Score -8905173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8905170.000000 Penalty: 5343.824219
	Iteration 60F: 3 clusters Score -8905170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8905177.000000 Penalty: 5343.824219
	Iteration 61Q: 3 clusters Score -8905177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8905174.000000 Penalty: 5343.824219
	Iteration 62Q: 3 clusters Score -8905174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8905175.000000 Penalty: 5343.824219
	Iteration 63Q: 3 clusters Score -8905175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8905178.000000 Penalty: 5343.824219
	Iteration 64Q: 3 clusters Score -8905178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8905185.000000 Penalty: 5343.824219
	Iteration 65Q: 3 clusters Score -8905185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8905180.000000 Penalty: 5343.824219
	Iteration 66Q: 3 clusters Score -8905180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8905192.000000 Penalty: 5343.824219
	Iteration 67Q: 3 clusters Score -8905192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8905189.000000 Penalty: 5343.824219
	Iteration 68Q: 3 clusters Score -8905189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8905188.000000 Penalty: 5343.824219
	Iteration 69Q: 3 clusters Score -8905188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8905174.000000 Penalty: 5343.824219
	Iteration 70Q: 3 clusters Score -8905174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8905173.000000 Penalty: 5343.824219
	Iteration 71Q: 3 clusters Score -8905173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8905180.000000 Penalty: 5343.824219
	Iteration 72Q: 3 clusters Score -8905180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8905172.000000 Penalty: 5343.824219
	Iteration 73Q: 3 clusters Score -8905172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8905171.000000 Penalty: 5343.824219
	Iteration 74Q: 3 clusters Score -8905171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8905175.000000 Penalty: 5343.824219
	Iteration 75Q: 3 clusters Score -8905175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8905172.000000 Penalty: 5343.824219
	Iteration 76Q: 3 clusters Score -8905172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8905176.000000 Penalty: 5343.824219
	Iteration 77Q: 3 clusters Score -8905176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8905178.000000 Penalty: 5343.824219
	Iteration 78Q: 3 clusters Score -8905178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8905176.000000 Penalty: 5343.824219
	Iteration 79Q: 3 clusters Score -8905176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8905176.000000 Penalty: 5343.824219
	Iteration 80F: 3 clusters Score -8905176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -24877.449219 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -24877.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23820.494141 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -23820.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24032.365234 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -24032.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24121.173828 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -24121.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24131.765625 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -24131.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24142.445312 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -24142.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24167.375000 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -24167.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24182.849609 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -24182.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24185.816406 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -24185.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24189.544922 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -24189.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24190.623047 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -24190.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24191.445312 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -24191.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24192.605469 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -24192.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24197.238281 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -24197.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24198.910156 Penalty: 2856.415283
	Iteration 13Q: 3 clusters Score -24198.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24200.898438 Penalty: 2856.415283
	Iteration 14Q: 3 clusters Score -24200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24201.916016 Penalty: 2856.415283
	Iteration 15Q: 3 clusters Score -24201.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24202.662109 Penalty: 2856.415283
	Iteration 16Q: 3 clusters Score -24202.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24207.375000 Penalty: 2856.415283
	Iteration 17Q: 3 clusters Score -24207.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24210.242188 Penalty: 2856.415283
	Iteration 18Q: 3 clusters Score -24210.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24210.242188 Penalty: 2856.415283
	Iteration 19F: 3 clusters Score -24210.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -303035.937500 Penalty: 1856.401978
	Iteration 0F: 2 clusters Score -303035.9 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 939 members 
Entering Unmasked Estep 
Score: -300567.687500 Penalty: 3712.803955
	Iteration 0F: 3 clusters Score -300567.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -301253.906250 Penalty: 3712.803955
	Iteration 1F: 3 clusters Score -301253.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -301607.687500 Penalty: 3712.803955
	Iteration 2F: 3 clusters Score -301607.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -301905.968750 Penalty: 3712.803955
	Iteration 3F: 3 clusters Score -301906 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -302131.218750 Penalty: 3712.803955
	Iteration 4F: 3 clusters Score -302131.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -302226.218750 Penalty: 3712.803955
	Iteration 5Q: 3 clusters Score -302226.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -302302.406250 Penalty: 3712.803955
	Iteration 6Q: 3 clusters Score -302302.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -302361.625000 Penalty: 3712.803955
	Iteration 7Q: 3 clusters Score -302361.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -302436.750000 Penalty: 3712.803955
	Iteration 8Q: 3 clusters Score -302436.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -302506.218750 Penalty: 3712.803955
	Iteration 9Q: 3 clusters Score -302506.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -302561.625000 Penalty: 3712.803955
	Iteration 10Q: 3 clusters Score -302561.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -302621.750000 Penalty: 3712.803955
	Iteration 11Q: 3 clusters Score -302621.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -302675.406250 Penalty: 3712.803955
	Iteration 12Q: 3 clusters Score -302675.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -302710.000000 Penalty: 3712.803955
	Iteration 13Q: 3 clusters Score -302710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -302737.531250 Penalty: 3712.803955
	Iteration 14Q: 3 clusters Score -302737.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -302757.656250 Penalty: 3712.803955
	Iteration 15Q: 3 clusters Score -302757.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -302776.312500 Penalty: 3712.803955
	Iteration 16Q: 3 clusters Score -302776.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -302789.406250 Penalty: 3712.803955
	Iteration 17Q: 3 clusters Score -302789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -302801.750000 Penalty: 3712.803955
	Iteration 18Q: 3 clusters Score -302801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -302805.906250 Penalty: 3712.803955
	Iteration 19Q: 3 clusters Score -302805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -302806.281250 Penalty: 3712.803955
	Iteration 20F: 3 clusters Score -302806.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -126999.117188 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -126999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -125264.226562 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -125264.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -125563.015625 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -125563 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -125679.460938 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -125679.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -125768.023438 Penalty: 3271.507080
	Iteration 3Q: 3 clusters Score -125768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -125928.953125 Penalty: 3271.507080
	Iteration 4F: 3 clusters Score -125929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126114.531250 Penalty: 3271.507080
	Iteration 5F: 3 clusters Score -126114.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -126343.695312 Penalty: 3271.507080
	Iteration 6F: 3 clusters Score -126343.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -126650.781250 Penalty: 3271.507080
	Iteration 7F: 3 clusters Score -126650.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -127078.492188 Penalty: 3271.507080
	Iteration 8F: 3 clusters Score -127078.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127337.453125 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -127337.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127438.609375 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -127438.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127471.476562 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -127471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127477.687500 Penalty: 3271.507080
	Iteration 12Q: 3 clusters Score -127477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127479.835938 Penalty: 3271.507080
	Iteration 13Q: 3 clusters Score -127479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127479.835938 Penalty: 3271.507080
	Iteration 14F: 3 clusters Score -127479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44794 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 45249 members 
Mstep: Class 6 contains 49394 members 
Mstep: Class 7 contains 44458 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47755 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 30331 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42423 members 
Mstep: Class 17 contains 43042 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44509 members 
Mstep: Class 20 contains 45928 members 
Mstep: Class 21 contains 45282 members 
Mstep: Class 22 contains 46892 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45903 members 
Mstep: Class 25 contains 474 members 
Entering Unmasked Estep 
Score: -106691656.000000 Penalty: 82330.929688
Splitting cluster 12 changes total score from -106692768.000000 to -106691656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (30331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Entering Unmasked Estep 
Score: -5464040.000000 Penalty: 2559.341553
	Iteration 0F: 2 clusters Score -5464040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -5443297.000000 Penalty: 5118.683105
	Iteration 0F: 3 clusters Score -5443297 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -5450795.000000 Penalty: 5118.683105
	Iteration 1F: 3 clusters Score -5450795 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -5451423.500000 Penalty: 5118.683105
	Iteration 2F: 3 clusters Score -5451424 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -5452106.500000 Penalty: 5118.683105
	Iteration 3Q: 3 clusters Score -5452106 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -5452897.500000 Penalty: 5118.683105
	Iteration 4F: 3 clusters Score -5452898 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -5453713.000000 Penalty: 5118.683105
	Iteration 5F: 3 clusters Score -5453713 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -5454533.500000 Penalty: 5118.683105
	Iteration 6F: 3 clusters Score -5454534 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -5455328.500000 Penalty: 5118.683105
	Iteration 7F: 3 clusters Score -5455328 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -5456031.500000 Penalty: 5118.683105
	Iteration 8F: 3 clusters Score -5456032 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -5456669.500000 Penalty: 5118.683105
	Iteration 9Q: 3 clusters Score -5456670 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -5457203.000000 Penalty: 5118.683105
	Iteration 10Q: 3 clusters Score -5457203 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -5457629.000000 Penalty: 5118.683105
	Iteration 11Q: 3 clusters Score -5457629 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -5457974.500000 Penalty: 5118.683105
	Iteration 12Q: 3 clusters Score -5457974 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -5458296.500000 Penalty: 5118.683105
	Iteration 13Q: 3 clusters Score -5458296 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -5458647.000000 Penalty: 5118.683105
	Iteration 14Q: 3 clusters Score -5458647 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -5459080.000000 Penalty: 5118.683105
	Iteration 15Q: 3 clusters Score -5459080 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -5459660.000000 Penalty: 5118.683105
	Iteration 16Q: 3 clusters Score -5459660 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5460286.500000 Penalty: 5118.683105
	Iteration 17Q: 3 clusters Score -5460286 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -5460958.000000 Penalty: 5118.683105
	Iteration 18Q: 3 clusters Score -5460958 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5461456.000000 Penalty: 5118.683105
	Iteration 19Q: 3 clusters Score -5461456 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5461764.000000 Penalty: 5118.683105
	Iteration 20F: 3 clusters Score -5461764 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5462042.000000 Penalty: 5118.683105
	Iteration 21Q: 3 clusters Score -5462042 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5462224.500000 Penalty: 5118.683105
	Iteration 22Q: 3 clusters Score -5462224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5462297.500000 Penalty: 5118.683105
	Iteration 23Q: 3 clusters Score -5462298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5462325.500000 Penalty: 5118.683105
	Iteration 24Q: 3 clusters Score -5462326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5462336.000000 Penalty: 5118.683105
	Iteration 25Q: 3 clusters Score -5462336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5462352.500000 Penalty: 5118.683105
	Iteration 26Q: 3 clusters Score -5462352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5462364.500000 Penalty: 5118.683105
	Iteration 27Q: 3 clusters Score -5462364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5462372.500000 Penalty: 5118.683105
	Iteration 28Q: 3 clusters Score -5462372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5462377.000000 Penalty: 5118.683105
	Iteration 29Q: 3 clusters Score -5462377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5462374.500000 Penalty: 5118.683105
	Iteration 30Q: 3 clusters Score -5462374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5462376.000000 Penalty: 5118.683105
	Iteration 31Q: 3 clusters Score -5462376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5462383.000000 Penalty: 5118.683105
	Iteration 32Q: 3 clusters Score -5462383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5462381.500000 Penalty: 5118.683105
	Iteration 33Q: 3 clusters Score -5462382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5462386.500000 Penalty: 5118.683105
	Iteration 34Q: 3 clusters Score -5462386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5462382.000000 Penalty: 5118.683105
	Iteration 35Q: 3 clusters Score -5462382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5462386.000000 Penalty: 5118.683105
	Iteration 36Q: 3 clusters Score -5462386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5462391.500000 Penalty: 5118.683105
	Iteration 37Q: 3 clusters Score -5462392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5462391.500000 Penalty: 5118.683105
	Iteration 38Q: 3 clusters Score -5462392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5462398.000000 Penalty: 5118.683105
	Iteration 39Q: 3 clusters Score -5462398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5462396.500000 Penalty: 5118.683105
	Iteration 40F: 3 clusters Score -5462396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -244125.562500 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -244125.6 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 676 members 
Entering Unmasked Estep 
Score: -241943.859375 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -241943.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -242277.421875 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -242277.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -242359.921875 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -242359.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -242393.218750 Penalty: 3562.069580
	Iteration 3Q: 3 clusters Score -242393.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -242413.531250 Penalty: 3562.069580
	Iteration 4Q: 3 clusters Score -242413.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -242423.156250 Penalty: 3562.069580
	Iteration 5Q: 3 clusters Score -242423.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -242432.062500 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -242432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -242438.718750 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -242438.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -242445.468750 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -242445.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -242450.812500 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -242450.8 nChanged 8
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: -242459.593750 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -242459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -242461.218750 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -242461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -242461.921875 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -242461.9 nChanged 1
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: -242463.109375 Penalty: 3562.069580
	Iteration 13Q: 3 clusters Score -242463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -242466.218750 Penalty: 3562.069580
	Iteration 14Q: 3 clusters Score -242466.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -242469.171875 Penalty: 3562.069580
	Iteration 15Q: 3 clusters Score -242469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -242473.375000 Penalty: 3562.069580
	Iteration 16Q: 3 clusters Score -242473.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -242478.843750 Penalty: 3562.069580
	Iteration 17Q: 3 clusters Score -242478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -242480.312500 Penalty: 3562.069580
	Iteration 18Q: 3 clusters Score -242480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -242481.640625 Penalty: 3562.069580
	Iteration 19Q: 3 clusters Score -242481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -242482.000000 Penalty: 3562.069580
	Iteration 20F: 3 clusters Score -242482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -242482.890625 Penalty: 3562.069580
	Iteration 21Q: 3 clusters Score -242482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -242484.328125 Penalty: 3562.069580
	Iteration 22Q: 3 clusters Score -242484.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -242484.328125 Penalty: 3562.069580
	Iteration 23F: 3 clusters Score -242484.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -141038.484375 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -141038.5 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 455 members 
Entering Unmasked Estep 
Score: -139217.875000 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -139217.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -139586.515625 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -139586.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -139745.765625 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -139745.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -139854.765625 Penalty: 3374.538574
	Iteration 3Q: 3 clusters Score -139854.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -139915.093750 Penalty: 3374.538574
	Iteration 4Q: 3 clusters Score -139915.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -139971.875000 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -139971.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -140073.515625 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -140073.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -140179.734375 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -140179.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -140235.578125 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -140235.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -140253.296875 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -140253.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -140259.734375 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -140259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -140260.000000 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -140260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -140260.000000 Penalty: 3374.538574
	Iteration 12F: 3 clusters Score -140260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Entering Unmasked Estep 
Score: -7851608.000000 Penalty: 2642.550537
	Iteration 0F: 2 clusters Score -7851608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -7823082.000000 Penalty: 5285.101074
	Iteration 0F: 3 clusters Score -7823082 nChanged 19561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -7834022.500000 Penalty: 5285.101074
	Iteration 1F: 3 clusters Score -7834022 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -7834586.500000 Penalty: 5285.101074
	Iteration 2Q: 3 clusters Score -7834586 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -7835304.500000 Penalty: 5285.101074
	Iteration 3Q: 3 clusters Score -7835304 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -7836140.500000 Penalty: 5285.101074
	Iteration 4Q: 3 clusters Score -7836140 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -7837106.500000 Penalty: 5285.101074
	Iteration 5Q: 3 clusters Score -7837106 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -7838293.500000 Penalty: 5285.101074
	Iteration 6F: 3 clusters Score -7838294 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -7839576.500000 Penalty: 5285.101074
	Iteration 7F: 3 clusters Score -7839576 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -7841061.500000 Penalty: 5285.101074
	Iteration 8F: 3 clusters Score -7841062 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -7842766.000000 Penalty: 5285.101074
	Iteration 9F: 3 clusters Score -7842766 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -7844395.000000 Penalty: 5285.101074
	Iteration 10F: 3 clusters Score -7844395 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -7845522.000000 Penalty: 5285.101074
	Iteration 11Q: 3 clusters Score -7845522 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -7846215.500000 Penalty: 5285.101074
	Iteration 12Q: 3 clusters Score -7846216 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -7846771.500000 Penalty: 5285.101074
	Iteration 13Q: 3 clusters Score -7846772 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -7847203.000000 Penalty: 5285.101074
	Iteration 14Q: 3 clusters Score -7847203 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -7847612.000000 Penalty: 5285.101074
	Iteration 15Q: 3 clusters Score -7847612 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -7847998.500000 Penalty: 5285.101074
	Iteration 16Q: 3 clusters Score -7847998 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -7848257.500000 Penalty: 5285.101074
	Iteration 17Q: 3 clusters Score -7848258 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -7848463.500000 Penalty: 5285.101074
	Iteration 18Q: 3 clusters Score -7848464 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -7848664.000000 Penalty: 5285.101074
	Iteration 19Q: 3 clusters Score -7848664 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -7848904.000000 Penalty: 5285.101074
	Iteration 20F: 3 clusters Score -7848904 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -7849072.500000 Penalty: 5285.101074
	Iteration 21Q: 3 clusters Score -7849072 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -7849244.000000 Penalty: 5285.101074
	Iteration 22Q: 3 clusters Score -7849244 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -7849355.500000 Penalty: 5285.101074
	Iteration 23Q: 3 clusters Score -7849356 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -7849490.000000 Penalty: 5285.101074
	Iteration 24Q: 3 clusters Score -7849490 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -7849587.500000 Penalty: 5285.101074
	Iteration 25Q: 3 clusters Score -7849588 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -7849670.000000 Penalty: 5285.101074
	Iteration 26Q: 3 clusters Score -7849670 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -7849765.000000 Penalty: 5285.101074
	Iteration 27Q: 3 clusters Score -7849765 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -7849790.000000 Penalty: 5285.101074
	Iteration 28Q: 3 clusters Score -7849790 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -7849834.500000 Penalty: 5285.101074
	Iteration 29Q: 3 clusters Score -7849834 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -7849869.000000 Penalty: 5285.101074
	Iteration 30Q: 3 clusters Score -7849869 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7849901.000000 Penalty: 5285.101074
	Iteration 31Q: 3 clusters Score -7849901 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -7849924.000000 Penalty: 5285.101074
	Iteration 32Q: 3 clusters Score -7849924 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7849956.500000 Penalty: 5285.101074
	Iteration 33Q: 3 clusters Score -7849956 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7849985.500000 Penalty: 5285.101074
	Iteration 34Q: 3 clusters Score -7849986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -7850002.500000 Penalty: 5285.101074
	Iteration 35Q: 3 clusters Score -7850002 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -7850021.000000 Penalty: 5285.101074
	Iteration 36Q: 3 clusters Score -7850021 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -7850024.000000 Penalty: 5285.101074
	Iteration 37Q: 3 clusters Score -7850024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -7850042.000000 Penalty: 5285.101074
	Iteration 38Q: 3 clusters Score -7850042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -7850046.000000 Penalty: 5285.101074
	Iteration 39Q: 3 clusters Score -7850046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -7850044.000000 Penalty: 5285.101074
	Iteration 40F: 3 clusters Score -7850044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -7850044.000000 Penalty: 5285.101074
	Iteration 41Q: 3 clusters Score -7850044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -7850043.000000 Penalty: 5285.101074
	Iteration 42Q: 3 clusters Score -7850043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -7850041.500000 Penalty: 5285.101074
	Iteration 43Q: 3 clusters Score -7850042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -7850043.500000 Penalty: 5285.101074
	Iteration 44Q: 3 clusters Score -7850044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -7850044.000000 Penalty: 5285.101074
	Iteration 45Q: 3 clusters Score -7850044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -7850042.500000 Penalty: 5285.101074
	Iteration 46Q: 3 clusters Score -7850042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -7850045.500000 Penalty: 5285.101074
	Iteration 47Q: 3 clusters Score -7850046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -7850056.000000 Penalty: 5285.101074
	Iteration 48Q: 3 clusters Score -7850056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -7850066.000000 Penalty: 5285.101074
	Iteration 49Q: 3 clusters Score -7850066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -7850063.500000 Penalty: 5285.101074
	Iteration 50Q: 3 clusters Score -7850064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7850067.500000 Penalty: 5285.101074
	Iteration 51Q: 3 clusters Score -7850068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -7850067.500000 Penalty: 5285.101074
	Iteration 52Q: 3 clusters Score -7850068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -7850073.000000 Penalty: 5285.101074
	Iteration 53Q: 3 clusters Score -7850073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -7850084.500000 Penalty: 5285.101074
	Iteration 54Q: 3 clusters Score -7850084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -7850083.500000 Penalty: 5285.101074
	Iteration 55Q: 3 clusters Score -7850084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -7850080.500000 Penalty: 5285.101074
	Iteration 56Q: 3 clusters Score -7850080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -7850080.000000 Penalty: 5285.101074
	Iteration 57Q: 3 clusters Score -7850080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -7850091.500000 Penalty: 5285.101074
	Iteration 58Q: 3 clusters Score -7850092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -7850080.500000 Penalty: 5285.101074
	Iteration 59Q: 3 clusters Score -7850080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -7850086.000000 Penalty: 5285.101074
	Iteration 60F: 3 clusters Score -7850086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -7850085.000000 Penalty: 5285.101074
	Iteration 61Q: 3 clusters Score -7850085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -7850086.500000 Penalty: 5285.101074
	Iteration 62Q: 3 clusters Score -7850086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -7850080.500000 Penalty: 5285.101074
	Iteration 63Q: 3 clusters Score -7850080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -7850084.500000 Penalty: 5285.101074
	Iteration 64Q: 3 clusters Score -7850084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -7850082.000000 Penalty: 5285.101074
	Iteration 65Q: 3 clusters Score -7850082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -7850079.000000 Penalty: 5285.101074
	Iteration 66Q: 3 clusters Score -7850079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -7850084.500000 Penalty: 5285.101074
	Iteration 67Q: 3 clusters Score -7850084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -7850084.500000 Penalty: 5285.101074
	Iteration 68F: 3 clusters Score -7850084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Entering Unmasked Estep 
Score: -7996386.500000 Penalty: 2646.143066
	Iteration 0F: 2 clusters Score -7996386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -7967559.500000 Penalty: 5292.286133
	Iteration 0F: 3 clusters Score -7967560 nChanged 19689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -7978337.500000 Penalty: 5292.286133
	Iteration 1F: 3 clusters Score -7978338 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -7978986.000000 Penalty: 5292.286133
	Iteration 2Q: 3 clusters Score -7978986 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -7979757.500000 Penalty: 5292.286133
	Iteration 3Q: 3 clusters Score -7979758 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -7980895.000000 Penalty: 5292.286133
	Iteration 4F: 3 clusters Score -7980895 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -7982492.500000 Penalty: 5292.286133
	Iteration 5F: 3 clusters Score -7982492 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -7984614.500000 Penalty: 5292.286133
	Iteration 6F: 3 clusters Score -7984614 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -7987291.500000 Penalty: 5292.286133
	Iteration 7F: 3 clusters Score -7987292 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -7989998.500000 Penalty: 5292.286133
	Iteration 8F: 3 clusters Score -7989998 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -7992192.500000 Penalty: 5292.286133
	Iteration 9F: 3 clusters Score -7992192 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -7993164.000000 Penalty: 5292.286133
	Iteration 10Q: 3 clusters Score -7993164 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -7993488.000000 Penalty: 5292.286133
	Iteration 11Q: 3 clusters Score -7993488 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -7993599.000000 Penalty: 5292.286133
	Iteration 12Q: 3 clusters Score -7993599 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -7993717.500000 Penalty: 5292.286133
	Iteration 13Q: 3 clusters Score -7993718 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -7993788.500000 Penalty: 5292.286133
	Iteration 14Q: 3 clusters Score -7993788 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -7993819.000000 Penalty: 5292.286133
	Iteration 15Q: 3 clusters Score -7993819 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -7993888.000000 Penalty: 5292.286133
	Iteration 16Q: 3 clusters Score -7993888 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -7993959.000000 Penalty: 5292.286133
	Iteration 17Q: 3 clusters Score -7993959 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -7993981.000000 Penalty: 5292.286133
	Iteration 18Q: 3 clusters Score -7993981 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -7994057.000000 Penalty: 5292.286133
	Iteration 19Q: 3 clusters Score -7994057 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -7994088.000000 Penalty: 5292.286133
	Iteration 20F: 3 clusters Score -7994088 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -7994123.500000 Penalty: 5292.286133
	Iteration 21Q: 3 clusters Score -7994124 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -7994144.000000 Penalty: 5292.286133
	Iteration 22Q: 3 clusters Score -7994144 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -7994185.500000 Penalty: 5292.286133
	Iteration 23Q: 3 clusters Score -7994186 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -7994206.500000 Penalty: 5292.286133
	Iteration 24Q: 3 clusters Score -7994206 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -7994229.500000 Penalty: 5292.286133
	Iteration 25Q: 3 clusters Score -7994230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -7994255.500000 Penalty: 5292.286133
	Iteration 26Q: 3 clusters Score -7994256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -7994270.500000 Penalty: 5292.286133
	Iteration 27Q: 3 clusters Score -7994270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -7994289.500000 Penalty: 5292.286133
	Iteration 28Q: 3 clusters Score -7994290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -7994315.500000 Penalty: 5292.286133
	Iteration 29Q: 3 clusters Score -7994316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -7994314.500000 Penalty: 5292.286133
	Iteration 30Q: 3 clusters Score -7994314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -7994343.000000 Penalty: 5292.286133
	Iteration 31Q: 3 clusters Score -7994343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -7994330.500000 Penalty: 5292.286133
	Iteration 32Q: 3 clusters Score -7994330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -7994344.000000 Penalty: 5292.286133
	Iteration 33Q: 3 clusters Score -7994344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -7994348.000000 Penalty: 5292.286133
	Iteration 34Q: 3 clusters Score -7994348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -7994377.000000 Penalty: 5292.286133
	Iteration 35Q: 3 clusters Score -7994377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -7994381.500000 Penalty: 5292.286133
	Iteration 36Q: 3 clusters Score -7994382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -7994378.500000 Penalty: 5292.286133
	Iteration 37Q: 3 clusters Score -7994378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -7994389.000000 Penalty: 5292.286133
	Iteration 38Q: 3 clusters Score -7994389 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -7994421.500000 Penalty: 5292.286133
	Iteration 39Q: 3 clusters Score -7994422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -7994411.000000 Penalty: 5292.286133
	Iteration 40F: 3 clusters Score -7994411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -7994418.000000 Penalty: 5292.286133
	Iteration 41Q: 3 clusters Score -7994418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -7994453.000000 Penalty: 5292.286133
	Iteration 42Q: 3 clusters Score -7994453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -7994473.500000 Penalty: 5292.286133
	Iteration 43Q: 3 clusters Score -7994474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -7994484.000000 Penalty: 5292.286133
	Iteration 44Q: 3 clusters Score -7994484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -7994497.500000 Penalty: 5292.286133
	Iteration 45Q: 3 clusters Score -7994498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -7994500.500000 Penalty: 5292.286133
	Iteration 46Q: 3 clusters Score -7994500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7994508.500000 Penalty: 5292.286133
	Iteration 47Q: 3 clusters Score -7994508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -7994528.000000 Penalty: 5292.286133
	Iteration 48Q: 3 clusters Score -7994528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -7994542.000000 Penalty: 5292.286133
	Iteration 49Q: 3 clusters Score -7994542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7994540.500000 Penalty: 5292.286133
	Iteration 50Q: 3 clusters Score -7994540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -7994547.000000 Penalty: 5292.286133
	Iteration 51Q: 3 clusters Score -7994547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -7994548.500000 Penalty: 5292.286133
	Iteration 52Q: 3 clusters Score -7994548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -7994548.500000 Penalty: 5292.286133
	Iteration 53Q: 3 clusters Score -7994548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -7994563.000000 Penalty: 5292.286133
	Iteration 54Q: 3 clusters Score -7994563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7994577.500000 Penalty: 5292.286133
	Iteration 55Q: 3 clusters Score -7994578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -7994579.500000 Penalty: 5292.286133
	Iteration 56Q: 3 clusters Score -7994580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -7994598.000000 Penalty: 5292.286133
	Iteration 57Q: 3 clusters Score -7994598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -7994589.500000 Penalty: 5292.286133
	Iteration 58Q: 3 clusters Score -7994590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -7994592.000000 Penalty: 5292.286133
	Iteration 59Q: 3 clusters Score -7994592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7994598.000000 Penalty: 5292.286133
	Iteration 60F: 3 clusters Score -7994598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -7994598.500000 Penalty: 5292.286133
	Iteration 61Q: 3 clusters Score -7994598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -7994602.000000 Penalty: 5292.286133
	Iteration 62Q: 3 clusters Score -7994602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -7994597.500000 Penalty: 5292.286133
	Iteration 63Q: 3 clusters Score -7994598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -7994598.000000 Penalty: 5292.286133
	Iteration 64Q: 3 clusters Score -7994598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -7994597.000000 Penalty: 5292.286133
	Iteration 65Q: 3 clusters Score -7994597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -7994600.000000 Penalty: 5292.286133
	Iteration 66Q: 3 clusters Score -7994600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -7994601.500000 Penalty: 5292.286133
	Iteration 67Q: 3 clusters Score -7994602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -7994597.500000 Penalty: 5292.286133
	Iteration 68Q: 3 clusters Score -7994598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -7994597.000000 Penalty: 5292.286133
	Iteration 69Q: 3 clusters Score -7994597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -7994598.000000 Penalty: 5292.286133
	Iteration 70Q: 3 clusters Score -7994598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -7994598.000000 Penalty: 5292.286133
	Iteration 71F: 3 clusters Score -7994598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -166498.156250 Penalty: 1700.402588
	Iteration 0F: 2 clusters Score -166498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -164555.000000 Penalty: 3400.805176
	Iteration 0F: 3 clusters Score -164555 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -164813.375000 Penalty: 3400.805176
	Iteration 1F: 3 clusters Score -164813.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -164900.218750 Penalty: 3400.805176
	Iteration 2F: 3 clusters Score -164900.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -164963.812500 Penalty: 3400.805176
	Iteration 3Q: 3 clusters Score -164963.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -165009.875000 Penalty: 3400.805176
	Iteration 4Q: 3 clusters Score -165009.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -165046.109375 Penalty: 3400.805176
	Iteration 5Q: 3 clusters Score -165046.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -165077.781250 Penalty: 3400.805176
	Iteration 6Q: 3 clusters Score -165077.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -165098.171875 Penalty: 3400.805176
	Iteration 7Q: 3 clusters Score -165098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -165108.906250 Penalty: 3400.805176
	Iteration 8Q: 3 clusters Score -165108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -165120.890625 Penalty: 3400.805176
	Iteration 9Q: 3 clusters Score -165120.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -165132.093750 Penalty: 3400.805176
	Iteration 10Q: 3 clusters Score -165132.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -165146.187500 Penalty: 3400.805176
	Iteration 11Q: 3 clusters Score -165146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165154.156250 Penalty: 3400.805176
	Iteration 12Q: 3 clusters Score -165154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -165163.578125 Penalty: 3400.805176
	Iteration 13Q: 3 clusters Score -165163.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165177.343750 Penalty: 3400.805176
	Iteration 14Q: 3 clusters Score -165177.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -165187.703125 Penalty: 3400.805176
	Iteration 15Q: 3 clusters Score -165187.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -165195.296875 Penalty: 3400.805176
	Iteration 16Q: 3 clusters Score -165195.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -165205.281250 Penalty: 3400.805176
	Iteration 17Q: 3 clusters Score -165205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -165210.796875 Penalty: 3400.805176
	Iteration 18Q: 3 clusters Score -165210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -165215.718750 Penalty: 3400.805176
	Iteration 19Q: 3 clusters Score -165215.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -165221.515625 Penalty: 3400.805176
	Iteration 20F: 3 clusters Score -165221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -165226.500000 Penalty: 3400.805176
	Iteration 21Q: 3 clusters Score -165226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -165227.156250 Penalty: 3400.805176
	Iteration 22Q: 3 clusters Score -165227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -165227.156250 Penalty: 3400.805176
	Iteration 23F: 3 clusters Score -165227.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Entering Unmasked Estep 
Score: -8212126.500000 Penalty: 2654.454590
	Iteration 0F: 2 clusters Score -8212126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8182424.500000 Penalty: 5308.909180
	Iteration 0F: 3 clusters Score -8182424 nChanged 20510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -8193887.000000 Penalty: 5308.909180
	Iteration 1F: 3 clusters Score -8193887 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -8194433.500000 Penalty: 5308.909180
	Iteration 2Q: 3 clusters Score -8194434 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8194962.500000 Penalty: 5308.909180
	Iteration 3Q: 3 clusters Score -8194962 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -8195628.500000 Penalty: 5308.909180
	Iteration 4Q: 3 clusters Score -8195628 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -8196478.000000 Penalty: 5308.909180
	Iteration 5Q: 3 clusters Score -8196478 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -8197631.000000 Penalty: 5308.909180
	Iteration 6Q: 3 clusters Score -8197631 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -8199050.500000 Penalty: 5308.909180
	Iteration 7F: 3 clusters Score -8199050 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -8200813.000000 Penalty: 5308.909180
	Iteration 8F: 3 clusters Score -8200813 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -8203000.000000 Penalty: 5308.909180
	Iteration 9F: 3 clusters Score -8203000 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -8205193.000000 Penalty: 5308.909180
	Iteration 10F: 3 clusters Score -8205193 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -8206691.000000 Penalty: 5308.909180
	Iteration 11Q: 3 clusters Score -8206691 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -8207551.000000 Penalty: 5308.909180
	Iteration 12Q: 3 clusters Score -8207551 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -8208240.000000 Penalty: 5308.909180
	Iteration 13Q: 3 clusters Score -8208240 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -8208753.000000 Penalty: 5308.909180
	Iteration 14Q: 3 clusters Score -8208753 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -8209102.500000 Penalty: 5308.909180
	Iteration 15Q: 3 clusters Score -8209102 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -8209387.500000 Penalty: 5308.909180
	Iteration 16Q: 3 clusters Score -8209388 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -8209598.000000 Penalty: 5308.909180
	Iteration 17Q: 3 clusters Score -8209598 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -8209779.000000 Penalty: 5308.909180
	Iteration 18Q: 3 clusters Score -8209779 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -8209902.000000 Penalty: 5308.909180
	Iteration 19Q: 3 clusters Score -8209902 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -8210011.000000 Penalty: 5308.909180
	Iteration 20F: 3 clusters Score -8210011 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -8210123.500000 Penalty: 5308.909180
	Iteration 21Q: 3 clusters Score -8210124 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -8210176.000000 Penalty: 5308.909180
	Iteration 22Q: 3 clusters Score -8210176 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -8210273.000000 Penalty: 5308.909180
	Iteration 23Q: 3 clusters Score -8210273 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -8210385.000000 Penalty: 5308.909180
	Iteration 24Q: 3 clusters Score -8210385 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -8210439.500000 Penalty: 5308.909180
	Iteration 25Q: 3 clusters Score -8210440 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -8210476.500000 Penalty: 5308.909180
	Iteration 26Q: 3 clusters Score -8210476 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -8210492.500000 Penalty: 5308.909180
	Iteration 27Q: 3 clusters Score -8210492 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -8210544.500000 Penalty: 5308.909180
	Iteration 28Q: 3 clusters Score -8210544 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -8210567.000000 Penalty: 5308.909180
	Iteration 29Q: 3 clusters Score -8210567 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -8210618.500000 Penalty: 5308.909180
	Iteration 30Q: 3 clusters Score -8210618 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -8210622.500000 Penalty: 5308.909180
	Iteration 31Q: 3 clusters Score -8210622 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -8210664.500000 Penalty: 5308.909180
	Iteration 32Q: 3 clusters Score -8210664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -8210673.500000 Penalty: 5308.909180
	Iteration 33Q: 3 clusters Score -8210674 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -8210710.000000 Penalty: 5308.909180
	Iteration 34Q: 3 clusters Score -8210710 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -8210714.500000 Penalty: 5308.909180
	Iteration 35Q: 3 clusters Score -8210714 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -8210719.000000 Penalty: 5308.909180
	Iteration 36Q: 3 clusters Score -8210719 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -8210712.000000 Penalty: 5308.909180
	Iteration 37Q: 3 clusters Score -8210712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -8210706.500000 Penalty: 5308.909180
	Iteration 38Q: 3 clusters Score -8210706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -8210718.000000 Penalty: 5308.909180
	Iteration 39Q: 3 clusters Score -8210718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -8210730.500000 Penalty: 5308.909180
	Iteration 40F: 3 clusters Score -8210730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -8210749.000000 Penalty: 5308.909180
	Iteration 41Q: 3 clusters Score -8210749 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -8210754.000000 Penalty: 5308.909180
	Iteration 42Q: 3 clusters Score -8210754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -8210728.000000 Penalty: 5308.909180
	Iteration 43Q: 3 clusters Score -8210728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -8210737.500000 Penalty: 5308.909180
	Iteration 44Q: 3 clusters Score -8210738 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -8210750.000000 Penalty: 5308.909180
	Iteration 45Q: 3 clusters Score -8210750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -8210749.000000 Penalty: 5308.909180
	Iteration 46Q: 3 clusters Score -8210749 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -8210750.000000 Penalty: 5308.909180
	Iteration 47Q: 3 clusters Score -8210750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -8210754.000000 Penalty: 5308.909180
	Iteration 48Q: 3 clusters Score -8210754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -8210759.500000 Penalty: 5308.909180
	Iteration 49Q: 3 clusters Score -8210760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -8210758.000000 Penalty: 5308.909180
	Iteration 50Q: 3 clusters Score -8210758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -8210756.000000 Penalty: 5308.909180
	Iteration 51Q: 3 clusters Score -8210756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -8210771.500000 Penalty: 5308.909180
	Iteration 52Q: 3 clusters Score -8210772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -8210768.000000 Penalty: 5308.909180
	Iteration 53Q: 3 clusters Score -8210768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -8210764.000000 Penalty: 5308.909180
	Iteration 54Q: 3 clusters Score -8210764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -8210758.000000 Penalty: 5308.909180
	Iteration 55Q: 3 clusters Score -8210758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -8210774.500000 Penalty: 5308.909180
	Iteration 56Q: 3 clusters Score -8210774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -8210764.000000 Penalty: 5308.909180
	Iteration 57Q: 3 clusters Score -8210764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -8210769.500000 Penalty: 5308.909180
	Iteration 58Q: 3 clusters Score -8210770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -8210765.000000 Penalty: 5308.909180
	Iteration 59Q: 3 clusters Score -8210765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8210759.000000 Penalty: 5308.909180
	Iteration 60F: 3 clusters Score -8210759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -8210768.000000 Penalty: 5308.909180
	Iteration 61Q: 3 clusters Score -8210768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -8210758.000000 Penalty: 5308.909180
	Iteration 62Q: 3 clusters Score -8210758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -8210769.500000 Penalty: 5308.909180
	Iteration 63Q: 3 clusters Score -8210770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8210772.500000 Penalty: 5308.909180
	Iteration 64Q: 3 clusters Score -8210772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -8210782.000000 Penalty: 5308.909180
	Iteration 65Q: 3 clusters Score -8210782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -8210779.500000 Penalty: 5308.909180
	Iteration 66Q: 3 clusters Score -8210780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8210774.000000 Penalty: 5308.909180
	Iteration 67Q: 3 clusters Score -8210774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -8210786.500000 Penalty: 5308.909180
	Iteration 68Q: 3 clusters Score -8210786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -8210788.500000 Penalty: 5308.909180
	Iteration 69Q: 3 clusters Score -8210788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -8210788.000000 Penalty: 5308.909180
	Iteration 70Q: 3 clusters Score -8210788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -8210788.000000 Penalty: 5308.909180
	Iteration 71Q: 3 clusters Score -8210788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -8210789.000000 Penalty: 5308.909180
	Iteration 72Q: 3 clusters Score -8210789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -8210798.000000 Penalty: 5308.909180
	Iteration 73Q: 3 clusters Score -8210798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -8210802.500000 Penalty: 5308.909180
	Iteration 74Q: 3 clusters Score -8210802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -8210811.000000 Penalty: 5308.909180
	Iteration 75Q: 3 clusters Score -8210811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -8210806.000000 Penalty: 5308.909180
	Iteration 76Q: 3 clusters Score -8210806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -8210807.500000 Penalty: 5308.909180
	Iteration 77Q: 3 clusters Score -8210808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -8210796.500000 Penalty: 5308.909180
	Iteration 78Q: 3 clusters Score -8210796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -8210802.500000 Penalty: 5308.909180
	Iteration 79Q: 3 clusters Score -8210802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8210807.500000 Penalty: 5308.909180
	Iteration 80F: 3 clusters Score -8210808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -8210810.500000 Penalty: 5308.909180
	Iteration 81Q: 3 clusters Score -8210810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -8210813.500000 Penalty: 5308.909180
	Iteration 82Q: 3 clusters Score -8210814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -8210811.500000 Penalty: 5308.909180
	Iteration 83Q: 3 clusters Score -8210812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -8210815.000000 Penalty: 5308.909180
	Iteration 84Q: 3 clusters Score -8210815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -8210810.500000 Penalty: 5308.909180
	Iteration 85Q: 3 clusters Score -8210810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8210809.500000 Penalty: 5308.909180
	Iteration 86Q: 3 clusters Score -8210810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -8210811.000000 Penalty: 5308.909180
	Iteration 87Q: 3 clusters Score -8210811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -8210809.500000 Penalty: 5308.909180
	Iteration 88Q: 3 clusters Score -8210810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -8210809.500000 Penalty: 5308.909180
	Iteration 89Q: 3 clusters Score -8210810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -8210809.500000 Penalty: 5308.909180
	Iteration 90F: 3 clusters Score -8210810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Entering Unmasked Estep 
Score: -8525568.000000 Penalty: 2662.237793
	Iteration 0F: 2 clusters Score -8525568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -8495545.000000 Penalty: 5324.475586
	Iteration 0F: 3 clusters Score -8495545 nChanged 21099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -8506854.000000 Penalty: 5324.475586
	Iteration 1F: 3 clusters Score -8506854 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8507379.000000 Penalty: 5324.475586
	Iteration 2Q: 3 clusters Score -8507379 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -8507959.000000 Penalty: 5324.475586
	Iteration 3Q: 3 clusters Score -8507959 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -8508484.000000 Penalty: 5324.475586
	Iteration 4Q: 3 clusters Score -8508484 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -8509108.000000 Penalty: 5324.475586
	Iteration 5Q: 3 clusters Score -8509108 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -8509756.000000 Penalty: 5324.475586
	Iteration 6Q: 3 clusters Score -8509756 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -8510655.000000 Penalty: 5324.475586
	Iteration 7Q: 3 clusters Score -8510655 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -8511777.000000 Penalty: 5324.475586
	Iteration 8Q: 3 clusters Score -8511777 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -8513348.000000 Penalty: 5324.475586
	Iteration 9F: 3 clusters Score -8513348 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -8515494.000000 Penalty: 5324.475586
	Iteration 10F: 3 clusters Score -8515494 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -8517464.000000 Penalty: 5324.475586
	Iteration 11F: 3 clusters Score -8517464 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -8518528.000000 Penalty: 5324.475586
	Iteration 12Q: 3 clusters Score -8518528 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -8519029.000000 Penalty: 5324.475586
	Iteration 13Q: 3 clusters Score -8519029 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -8519402.000000 Penalty: 5324.475586
	Iteration 14Q: 3 clusters Score -8519402 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -8519688.000000 Penalty: 5324.475586
	Iteration 15Q: 3 clusters Score -8519688 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -8519906.000000 Penalty: 5324.475586
	Iteration 16Q: 3 clusters Score -8519906 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -8520178.000000 Penalty: 5324.475586
	Iteration 17Q: 3 clusters Score -8520178 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -8520438.000000 Penalty: 5324.475586
	Iteration 18Q: 3 clusters Score -8520438 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -8520614.000000 Penalty: 5324.475586
	Iteration 19Q: 3 clusters Score -8520614 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -8520813.000000 Penalty: 5324.475586
	Iteration 20F: 3 clusters Score -8520813 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -8521002.000000 Penalty: 5324.475586
	Iteration 21Q: 3 clusters Score -8521002 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -8521132.000000 Penalty: 5324.475586
	Iteration 22Q: 3 clusters Score -8521132 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -8521231.000000 Penalty: 5324.475586
	Iteration 23Q: 3 clusters Score -8521231 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -8521339.000000 Penalty: 5324.475586
	Iteration 24Q: 3 clusters Score -8521339 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -8521430.000000 Penalty: 5324.475586
	Iteration 25Q: 3 clusters Score -8521430 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -8521508.000000 Penalty: 5324.475586
	Iteration 26Q: 3 clusters Score -8521508 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -8521605.000000 Penalty: 5324.475586
	Iteration 27Q: 3 clusters Score -8521605 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -8521628.000000 Penalty: 5324.475586
	Iteration 28Q: 3 clusters Score -8521628 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -8521645.000000 Penalty: 5324.475586
	Iteration 29Q: 3 clusters Score -8521645 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -8521716.000000 Penalty: 5324.475586
	Iteration 30Q: 3 clusters Score -8521716 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -8521770.000000 Penalty: 5324.475586
	Iteration 31Q: 3 clusters Score -8521770 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -8521827.000000 Penalty: 5324.475586
	Iteration 32Q: 3 clusters Score -8521827 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -8521851.000000 Penalty: 5324.475586
	Iteration 33Q: 3 clusters Score -8521851 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -8521904.000000 Penalty: 5324.475586
	Iteration 34Q: 3 clusters Score -8521904 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -8521952.000000 Penalty: 5324.475586
	Iteration 35Q: 3 clusters Score -8521952 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -8521985.000000 Penalty: 5324.475586
	Iteration 36Q: 3 clusters Score -8521985 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -8522026.000000 Penalty: 5324.475586
	Iteration 37Q: 3 clusters Score -8522026 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -8522046.000000 Penalty: 5324.475586
	Iteration 38Q: 3 clusters Score -8522046 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -8522038.000000 Penalty: 5324.475586
	Iteration 39Q: 3 clusters Score -8522038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -8522081.000000 Penalty: 5324.475586
	Iteration 40F: 3 clusters Score -8522081 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -8522098.000000 Penalty: 5324.475586
	Iteration 41Q: 3 clusters Score -8522098 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -8522107.000000 Penalty: 5324.475586
	Iteration 42Q: 3 clusters Score -8522107 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -8522117.000000 Penalty: 5324.475586
	Iteration 43Q: 3 clusters Score -8522117 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -8522140.000000 Penalty: 5324.475586
	Iteration 44Q: 3 clusters Score -8522140 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -8522142.000000 Penalty: 5324.475586
	Iteration 45Q: 3 clusters Score -8522142 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -8522144.000000 Penalty: 5324.475586
	Iteration 46Q: 3 clusters Score -8522144 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -8522166.000000 Penalty: 5324.475586
	Iteration 47Q: 3 clusters Score -8522166 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -8522186.000000 Penalty: 5324.475586
	Iteration 48Q: 3 clusters Score -8522186 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -8522235.000000 Penalty: 5324.475586
	Iteration 49Q: 3 clusters Score -8522235 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -8522259.000000 Penalty: 5324.475586
	Iteration 50Q: 3 clusters Score -8522259 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -8522287.000000 Penalty: 5324.475586
	Iteration 51Q: 3 clusters Score -8522287 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -8522290.000000 Penalty: 5324.475586
	Iteration 52Q: 3 clusters Score -8522290 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -8522304.000000 Penalty: 5324.475586
	Iteration 53Q: 3 clusters Score -8522304 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -8522286.000000 Penalty: 5324.475586
	Iteration 54Q: 3 clusters Score -8522286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -8522285.000000 Penalty: 5324.475586
	Iteration 55Q: 3 clusters Score -8522285 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -8522298.000000 Penalty: 5324.475586
	Iteration 56Q: 3 clusters Score -8522298 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -8522309.000000 Penalty: 5324.475586
	Iteration 57Q: 3 clusters Score -8522309 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -8522323.000000 Penalty: 5324.475586
	Iteration 58Q: 3 clusters Score -8522323 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -8522363.000000 Penalty: 5324.475586
	Iteration 59Q: 3 clusters Score -8522363 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -8522389.000000 Penalty: 5324.475586
	Iteration 60F: 3 clusters Score -8522389 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -8522385.000000 Penalty: 5324.475586
	Iteration 61Q: 3 clusters Score -8522385 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -8522421.000000 Penalty: 5324.475586
	Iteration 62Q: 3 clusters Score -8522421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -8522429.000000 Penalty: 5324.475586
	Iteration 63Q: 3 clusters Score -8522429 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -8522441.000000 Penalty: 5324.475586
	Iteration 64Q: 3 clusters Score -8522441 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -8522475.000000 Penalty: 5324.475586
	Iteration 65Q: 3 clusters Score -8522475 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -8522495.000000 Penalty: 5324.475586
	Iteration 66Q: 3 clusters Score -8522495 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -8522510.000000 Penalty: 5324.475586
	Iteration 67Q: 3 clusters Score -8522510 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -8522528.000000 Penalty: 5324.475586
	Iteration 68Q: 3 clusters Score -8522528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -8522557.000000 Penalty: 5324.475586
	Iteration 69Q: 3 clusters Score -8522557 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -8522571.000000 Penalty: 5324.475586
	Iteration 70Q: 3 clusters Score -8522571 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -8522587.000000 Penalty: 5324.475586
	Iteration 71Q: 3 clusters Score -8522587 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -8522600.000000 Penalty: 5324.475586
	Iteration 72Q: 3 clusters Score -8522600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -8522630.000000 Penalty: 5324.475586
	Iteration 73Q: 3 clusters Score -8522630 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -8522624.000000 Penalty: 5324.475586
	Iteration 74Q: 3 clusters Score -8522624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -8522649.000000 Penalty: 5324.475586
	Iteration 75Q: 3 clusters Score -8522649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -8522649.000000 Penalty: 5324.475586
	Iteration 76Q: 3 clusters Score -8522649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -8522669.000000 Penalty: 5324.475586
	Iteration 77Q: 3 clusters Score -8522669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -8522690.000000 Penalty: 5324.475586
	Iteration 78Q: 3 clusters Score -8522690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -8522686.000000 Penalty: 5324.475586
	Iteration 79Q: 3 clusters Score -8522686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -8522704.000000 Penalty: 5324.475586
	Iteration 80F: 3 clusters Score -8522704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -8522696.000000 Penalty: 5324.475586
	Iteration 81Q: 3 clusters Score -8522696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -8522710.000000 Penalty: 5324.475586
	Iteration 82Q: 3 clusters Score -8522710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -8522708.000000 Penalty: 5324.475586
	Iteration 83Q: 3 clusters Score -8522708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -8522713.000000 Penalty: 5324.475586
	Iteration 84Q: 3 clusters Score -8522713 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -8522738.000000 Penalty: 5324.475586
	Iteration 85Q: 3 clusters Score -8522738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -8522756.000000 Penalty: 5324.475586
	Iteration 86Q: 3 clusters Score -8522756 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -8522777.000000 Penalty: 5324.475586
	Iteration 87Q: 3 clusters Score -8522777 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -8522777.000000 Penalty: 5324.475586
	Iteration 88Q: 3 clusters Score -8522777 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -8522805.000000 Penalty: 5324.475586
	Iteration 89Q: 3 clusters Score -8522805 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -8522824.000000 Penalty: 5324.475586
	Iteration 90Q: 3 clusters Score -8522824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -8522838.000000 Penalty: 5324.475586
	Iteration 91Q: 3 clusters Score -8522838 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -8522863.000000 Penalty: 5324.475586
	Iteration 92Q: 3 clusters Score -8522863 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -8522867.000000 Penalty: 5324.475586
	Iteration 93Q: 3 clusters Score -8522867 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -8522870.000000 Penalty: 5324.475586
	Iteration 94Q: 3 clusters Score -8522870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -8522886.000000 Penalty: 5324.475586
	Iteration 95Q: 3 clusters Score -8522886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -8522913.000000 Penalty: 5324.475586
	Iteration 96Q: 3 clusters Score -8522913 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -8522931.000000 Penalty: 5324.475586
	Iteration 97Q: 3 clusters Score -8522931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -8522959.000000 Penalty: 5324.475586
	Iteration 98Q: 3 clusters Score -8522959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -8522949.000000 Penalty: 5324.475586
	Iteration 99Q: 3 clusters Score -8522949 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -8522952.000000 Penalty: 5324.475586
	Iteration 100F: 3 clusters Score -8522952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -8522982.000000 Penalty: 5324.475586
	Iteration 101Q: 3 clusters Score -8522982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -8522963.000000 Penalty: 5324.475586
	Iteration 102Q: 3 clusters Score -8522963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -8522976.000000 Penalty: 5324.475586
	Iteration 103Q: 3 clusters Score -8522976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -8522981.000000 Penalty: 5324.475586
	Iteration 104Q: 3 clusters Score -8522981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -8523000.000000 Penalty: 5324.475586
	Iteration 105Q: 3 clusters Score -8523000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -8523036.000000 Penalty: 5324.475586
	Iteration 106Q: 3 clusters Score -8523036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -8523020.000000 Penalty: 5324.475586
	Iteration 107Q: 3 clusters Score -8523020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -8523024.000000 Penalty: 5324.475586
	Iteration 108Q: 3 clusters Score -8523024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -8523043.000000 Penalty: 5324.475586
	Iteration 109Q: 3 clusters Score -8523043 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -8523053.000000 Penalty: 5324.475586
	Iteration 110Q: 3 clusters Score -8523053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -8523055.000000 Penalty: 5324.475586
	Iteration 111Q: 3 clusters Score -8523055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -8523045.000000 Penalty: 5324.475586
	Iteration 112Q: 3 clusters Score -8523045 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -8523054.000000 Penalty: 5324.475586
	Iteration 113Q: 3 clusters Score -8523054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -8523056.000000 Penalty: 5324.475586
	Iteration 114Q: 3 clusters Score -8523056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -8523072.000000 Penalty: 5324.475586
	Iteration 115Q: 3 clusters Score -8523072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -8523082.000000 Penalty: 5324.475586
	Iteration 116Q: 3 clusters Score -8523082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -8523087.000000 Penalty: 5324.475586
	Iteration 117Q: 3 clusters Score -8523087 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -8523103.000000 Penalty: 5324.475586
	Iteration 118Q: 3 clusters Score -8523103 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -8523114.000000 Penalty: 5324.475586
	Iteration 119Q: 3 clusters Score -8523114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -8523129.000000 Penalty: 5324.475586
	Iteration 120F: 3 clusters Score -8523129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -8523144.000000 Penalty: 5324.475586
	Iteration 121Q: 3 clusters Score -8523144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -8523141.000000 Penalty: 5324.475586
	Iteration 122Q: 3 clusters Score -8523141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -8523157.000000 Penalty: 5324.475586
	Iteration 123Q: 3 clusters Score -8523157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -8523154.000000 Penalty: 5324.475586
	Iteration 124Q: 3 clusters Score -8523154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -8523162.000000 Penalty: 5324.475586
	Iteration 125Q: 3 clusters Score -8523162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -8523152.000000 Penalty: 5324.475586
	Iteration 126Q: 3 clusters Score -8523152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -8523146.000000 Penalty: 5324.475586
	Iteration 127Q: 3 clusters Score -8523146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -8523146.000000 Penalty: 5324.475586
	Iteration 128Q: 3 clusters Score -8523146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -8523160.000000 Penalty: 5324.475586
	Iteration 129Q: 3 clusters Score -8523160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -8523177.000000 Penalty: 5324.475586
	Iteration 130Q: 3 clusters Score -8523177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -8523171.000000 Penalty: 5324.475586
	Iteration 131Q: 3 clusters Score -8523171 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -8523193.000000 Penalty: 5324.475586
	Iteration 132Q: 3 clusters Score -8523193 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -8523222.000000 Penalty: 5324.475586
	Iteration 133Q: 3 clusters Score -8523222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -8523245.000000 Penalty: 5324.475586
	Iteration 134Q: 3 clusters Score -8523245 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -8523273.000000 Penalty: 5324.475586
	Iteration 135Q: 3 clusters Score -8523273 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -8523288.000000 Penalty: 5324.475586
	Iteration 136Q: 3 clusters Score -8523288 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -8523297.000000 Penalty: 5324.475586
	Iteration 137Q: 3 clusters Score -8523297 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -8523324.000000 Penalty: 5324.475586
	Iteration 138Q: 3 clusters Score -8523324 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -8523337.000000 Penalty: 5324.475586
	Iteration 139Q: 3 clusters Score -8523337 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -8523351.000000 Penalty: 5324.475586
	Iteration 140F: 3 clusters Score -8523351 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -8523357.000000 Penalty: 5324.475586
	Iteration 141Q: 3 clusters Score -8523357 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -8523391.000000 Penalty: 5324.475586
	Iteration 142Q: 3 clusters Score -8523391 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -8523401.000000 Penalty: 5324.475586
	Iteration 143Q: 3 clusters Score -8523401 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -8523425.000000 Penalty: 5324.475586
	Iteration 144Q: 3 clusters Score -8523425 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -8523460.000000 Penalty: 5324.475586
	Iteration 145Q: 3 clusters Score -8523460 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -8523502.000000 Penalty: 5324.475586
	Iteration 146Q: 3 clusters Score -8523502 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -8523520.000000 Penalty: 5324.475586
	Iteration 147Q: 3 clusters Score -8523520 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -8523543.000000 Penalty: 5324.475586
	Iteration 148Q: 3 clusters Score -8523543 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -8523536.000000 Penalty: 5324.475586
	Iteration 149Q: 3 clusters Score -8523536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -8523576.000000 Penalty: 5324.475586
	Iteration 150Q: 3 clusters Score -8523576 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -8523584.000000 Penalty: 5324.475586
	Iteration 151Q: 3 clusters Score -8523584 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -8523605.000000 Penalty: 5324.475586
	Iteration 152Q: 3 clusters Score -8523605 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -8523625.000000 Penalty: 5324.475586
	Iteration 153Q: 3 clusters Score -8523625 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -8523650.000000 Penalty: 5324.475586
	Iteration 154Q: 3 clusters Score -8523650 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -8523656.000000 Penalty: 5324.475586
	Iteration 155Q: 3 clusters Score -8523656 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -8523685.000000 Penalty: 5324.475586
	Iteration 156Q: 3 clusters Score -8523685 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -8523709.000000 Penalty: 5324.475586
	Iteration 157Q: 3 clusters Score -8523709 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -8523749.000000 Penalty: 5324.475586
	Iteration 158Q: 3 clusters Score -8523749 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8523760.000000 Penalty: 5324.475586
	Iteration 159Q: 3 clusters Score -8523760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -8523765.000000 Penalty: 5324.475586
	Iteration 160F: 3 clusters Score -8523765 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -8523763.000000 Penalty: 5324.475586
	Iteration 161Q: 3 clusters Score -8523763 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -8523785.000000 Penalty: 5324.475586
	Iteration 162Q: 3 clusters Score -8523785 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -8523794.000000 Penalty: 5324.475586
	Iteration 163Q: 3 clusters Score -8523794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -8523811.000000 Penalty: 5324.475586
	Iteration 164Q: 3 clusters Score -8523811 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -8523802.000000 Penalty: 5324.475586
	Iteration 165Q: 3 clusters Score -8523802 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -8523798.000000 Penalty: 5324.475586
	Iteration 166Q: 3 clusters Score -8523798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -8523788.000000 Penalty: 5324.475586
	Iteration 167Q: 3 clusters Score -8523788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -8523777.000000 Penalty: 5324.475586
	Iteration 168Q: 3 clusters Score -8523777 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8523788.000000 Penalty: 5324.475586
	Iteration 169Q: 3 clusters Score -8523788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8523790.000000 Penalty: 5324.475586
	Iteration 170Q: 3 clusters Score -8523790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8523786.000000 Penalty: 5324.475586
	Iteration 171Q: 3 clusters Score -8523786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -8523790.000000 Penalty: 5324.475586
	Iteration 172Q: 3 clusters Score -8523790 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -8523787.000000 Penalty: 5324.475586
	Iteration 173Q: 3 clusters Score -8523787 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -8523786.000000 Penalty: 5324.475586
	Iteration 174Q: 3 clusters Score -8523786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8523805.000000 Penalty: 5324.475586
	Iteration 175Q: 3 clusters Score -8523805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8523811.000000 Penalty: 5324.475586
	Iteration 176Q: 3 clusters Score -8523811 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -8523816.000000 Penalty: 5324.475586
	Iteration 177Q: 3 clusters Score -8523816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8523798.000000 Penalty: 5324.475586
	Iteration 178Q: 3 clusters Score -8523798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -8523802.000000 Penalty: 5324.475586
	Iteration 179Q: 3 clusters Score -8523802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8523797.000000 Penalty: 5324.475586
	Iteration 180F: 3 clusters Score -8523797 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8523810.000000 Penalty: 5324.475586
	Iteration 181Q: 3 clusters Score -8523810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8523822.000000 Penalty: 5324.475586
	Iteration 182Q: 3 clusters Score -8523822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -8523831.000000 Penalty: 5324.475586
	Iteration 183Q: 3 clusters Score -8523831 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8523833.000000 Penalty: 5324.475586
	Iteration 184Q: 3 clusters Score -8523833 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8523850.000000 Penalty: 5324.475586
	Iteration 185Q: 3 clusters Score -8523850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8523829.000000 Penalty: 5324.475586
	Iteration 186Q: 3 clusters Score -8523829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8523844.000000 Penalty: 5324.475586
	Iteration 187Q: 3 clusters Score -8523844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8523847.000000 Penalty: 5324.475586
	Iteration 188Q: 3 clusters Score -8523847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8523843.000000 Penalty: 5324.475586
	Iteration 189Q: 3 clusters Score -8523843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -8523846.000000 Penalty: 5324.475586
	Iteration 190Q: 3 clusters Score -8523846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8523839.000000 Penalty: 5324.475586
	Iteration 191Q: 3 clusters Score -8523839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8523843.000000 Penalty: 5324.475586
	Iteration 192Q: 3 clusters Score -8523843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8523833.000000 Penalty: 5324.475586
	Iteration 193Q: 3 clusters Score -8523833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8523830.000000 Penalty: 5324.475586
	Iteration 194Q: 3 clusters Score -8523830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8523817.000000 Penalty: 5324.475586
	Iteration 195Q: 3 clusters Score -8523817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8523822.000000 Penalty: 5324.475586
	Iteration 196Q: 3 clusters Score -8523822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8523819.000000 Penalty: 5324.475586
	Iteration 197Q: 3 clusters Score -8523819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8523824.000000 Penalty: 5324.475586
	Iteration 198Q: 3 clusters Score -8523824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8523831.000000 Penalty: 5324.475586
	Iteration 199Q: 3 clusters Score -8523831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8523818.000000 Penalty: 5324.475586
	Iteration 200F: 3 clusters Score -8523818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8523816.000000 Penalty: 5324.475586
	Iteration 201Q: 3 clusters Score -8523816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8523830.000000 Penalty: 5324.475586
	Iteration 202Q: 3 clusters Score -8523830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8523825.000000 Penalty: 5324.475586
	Iteration 203Q: 3 clusters Score -8523825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8523830.000000 Penalty: 5324.475586
	Iteration 204Q: 3 clusters Score -8523830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8523820.000000 Penalty: 5324.475586
	Iteration 205Q: 3 clusters Score -8523820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8523829.000000 Penalty: 5324.475586
	Iteration 206Q: 3 clusters Score -8523829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8523820.000000 Penalty: 5324.475586
	Iteration 207Q: 3 clusters Score -8523820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8523821.000000 Penalty: 5324.475586
	Iteration 208Q: 3 clusters Score -8523821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8523806.000000 Penalty: 5324.475586
	Iteration 209Q: 3 clusters Score -8523806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8523810.000000 Penalty: 5324.475586
	Iteration 210Q: 3 clusters Score -8523810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8523807.000000 Penalty: 5324.475586
	Iteration 211Q: 3 clusters Score -8523807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8523798.000000 Penalty: 5324.475586
	Iteration 212Q: 3 clusters Score -8523798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8523792.000000 Penalty: 5324.475586
	Iteration 213Q: 3 clusters Score -8523792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8523786.000000 Penalty: 5324.475586
	Iteration 214Q: 3 clusters Score -8523786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8523789.000000 Penalty: 5324.475586
	Iteration 215Q: 3 clusters Score -8523789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8523793.000000 Penalty: 5324.475586
	Iteration 216Q: 3 clusters Score -8523793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8523788.000000 Penalty: 5324.475586
	Iteration 217Q: 3 clusters Score -8523788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8523791.000000 Penalty: 5324.475586
	Iteration 218Q: 3 clusters Score -8523791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8523787.000000 Penalty: 5324.475586
	Iteration 219Q: 3 clusters Score -8523787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8523786.000000 Penalty: 5324.475586
	Iteration 220F: 3 clusters Score -8523786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8523784.000000 Penalty: 5324.475586
	Iteration 221Q: 3 clusters Score -8523784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8523786.000000 Penalty: 5324.475586
	Iteration 222Q: 3 clusters Score -8523786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8523778.000000 Penalty: 5324.475586
	Iteration 223Q: 3 clusters Score -8523778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8523784.000000 Penalty: 5324.475586
	Iteration 224Q: 3 clusters Score -8523784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8523789.000000 Penalty: 5324.475586
	Iteration 225Q: 3 clusters Score -8523789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8523783.000000 Penalty: 5324.475586
	Iteration 226Q: 3 clusters Score -8523783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8523778.000000 Penalty: 5324.475586
	Iteration 227Q: 3 clusters Score -8523778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8523770.000000 Penalty: 5324.475586
	Iteration 228Q: 3 clusters Score -8523770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8523767.000000 Penalty: 5324.475586
	Iteration 229Q: 3 clusters Score -8523767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8523779.000000 Penalty: 5324.475586
	Iteration 230Q: 3 clusters Score -8523779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8523782.000000 Penalty: 5324.475586
	Iteration 231Q: 3 clusters Score -8523782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8523791.000000 Penalty: 5324.475586
	Iteration 232Q: 3 clusters Score -8523791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8523793.000000 Penalty: 5324.475586
	Iteration 233Q: 3 clusters Score -8523793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8523774.000000 Penalty: 5324.475586
	Iteration 234Q: 3 clusters Score -8523774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8523775.000000 Penalty: 5324.475586
	Iteration 235Q: 3 clusters Score -8523775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8523775.000000 Penalty: 5324.475586
	Iteration 236F: 3 clusters Score -8523775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Entering Unmasked Estep 
Score: -8502717.000000 Penalty: 2658.724854
	Iteration 0F: 2 clusters Score -8502717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -8473953.000000 Penalty: 5317.449707
	Iteration 0F: 3 clusters Score -8473953 nChanged 20682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -8485385.000000 Penalty: 5317.449707
	Iteration 1F: 3 clusters Score -8485385 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -8485954.000000 Penalty: 5317.449707
	Iteration 2Q: 3 clusters Score -8485954 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -8486520.000000 Penalty: 5317.449707
	Iteration 3Q: 3 clusters Score -8486520 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -8487182.000000 Penalty: 5317.449707
	Iteration 4Q: 3 clusters Score -8487182 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -8487817.000000 Penalty: 5317.449707
	Iteration 5Q: 3 clusters Score -8487817 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -8488649.000000 Penalty: 5317.449707
	Iteration 6Q: 3 clusters Score -8488649 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -8489512.000000 Penalty: 5317.449707
	Iteration 7Q: 3 clusters Score -8489512 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -8490475.000000 Penalty: 5317.449707
	Iteration 8Q: 3 clusters Score -8490475 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -8491656.000000 Penalty: 5317.449707
	Iteration 9Q: 3 clusters Score -8491656 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -8492794.000000 Penalty: 5317.449707
	Iteration 10Q: 3 clusters Score -8492794 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -8493926.000000 Penalty: 5317.449707
	Iteration 11Q: 3 clusters Score -8493926 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -8494952.000000 Penalty: 5317.449707
	Iteration 12Q: 3 clusters Score -8494952 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -8495829.000000 Penalty: 5317.449707
	Iteration 13Q: 3 clusters Score -8495829 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -8496505.000000 Penalty: 5317.449707
	Iteration 14Q: 3 clusters Score -8496505 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -8496930.000000 Penalty: 5317.449707
	Iteration 15Q: 3 clusters Score -8496930 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -8497308.000000 Penalty: 5317.449707
	Iteration 16Q: 3 clusters Score -8497308 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -8497594.000000 Penalty: 5317.449707
	Iteration 17Q: 3 clusters Score -8497594 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -8497918.000000 Penalty: 5317.449707
	Iteration 18Q: 3 clusters Score -8497918 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -8498186.000000 Penalty: 5317.449707
	Iteration 19Q: 3 clusters Score -8498186 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -8498501.000000 Penalty: 5317.449707
	Iteration 20F: 3 clusters Score -8498501 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -8498804.000000 Penalty: 5317.449707
	Iteration 21Q: 3 clusters Score -8498804 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -8499100.000000 Penalty: 5317.449707
	Iteration 22Q: 3 clusters Score -8499100 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -8499383.000000 Penalty: 5317.449707
	Iteration 23Q: 3 clusters Score -8499383 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -8499627.000000 Penalty: 5317.449707
	Iteration 24Q: 3 clusters Score -8499627 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -8499941.000000 Penalty: 5317.449707
	Iteration 25Q: 3 clusters Score -8499941 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -8500201.000000 Penalty: 5317.449707
	Iteration 26Q: 3 clusters Score -8500201 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -8500406.000000 Penalty: 5317.449707
	Iteration 27Q: 3 clusters Score -8500406 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -8500459.000000 Penalty: 5317.449707
	Iteration 28Q: 3 clusters Score -8500459 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -8500590.000000 Penalty: 5317.449707
	Iteration 29Q: 3 clusters Score -8500590 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -8500678.000000 Penalty: 5317.449707
	Iteration 30Q: 3 clusters Score -8500678 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -8500707.000000 Penalty: 5317.449707
	Iteration 31Q: 3 clusters Score -8500707 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -8500766.000000 Penalty: 5317.449707
	Iteration 32Q: 3 clusters Score -8500766 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -8500739.000000 Penalty: 5317.449707
	Iteration 33Q: 3 clusters Score -8500739 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -8500769.000000 Penalty: 5317.449707
	Iteration 34Q: 3 clusters Score -8500769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8500773.000000 Penalty: 5317.449707
	Iteration 35Q: 3 clusters Score -8500773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -8500801.000000 Penalty: 5317.449707
	Iteration 36Q: 3 clusters Score -8500801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8500795.000000 Penalty: 5317.449707
	Iteration 37Q: 3 clusters Score -8500795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -8500814.000000 Penalty: 5317.449707
	Iteration 38Q: 3 clusters Score -8500814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -8500820.000000 Penalty: 5317.449707
	Iteration 39Q: 3 clusters Score -8500820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8500817.000000 Penalty: 5317.449707
	Iteration 40F: 3 clusters Score -8500817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -8500821.000000 Penalty: 5317.449707
	Iteration 41Q: 3 clusters Score -8500821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -8500821.000000 Penalty: 5317.449707
	Iteration 42Q: 3 clusters Score -8500821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -8500829.000000 Penalty: 5317.449707
	Iteration 43Q: 3 clusters Score -8500829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -8500821.000000 Penalty: 5317.449707
	Iteration 44Q: 3 clusters Score -8500821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -8500826.000000 Penalty: 5317.449707
	Iteration 45Q: 3 clusters Score -8500826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -8500829.000000 Penalty: 5317.449707
	Iteration 46Q: 3 clusters Score -8500829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -8500820.000000 Penalty: 5317.449707
	Iteration 47Q: 3 clusters Score -8500820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -8500823.000000 Penalty: 5317.449707
	Iteration 48Q: 3 clusters Score -8500823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -8500825.000000 Penalty: 5317.449707
	Iteration 49Q: 3 clusters Score -8500825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -8500825.000000 Penalty: 5317.449707
	Iteration 50F: 3 clusters Score -8500825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Entering Unmasked Estep 
Score: -8614868.000000 Penalty: 2667.389160
	Iteration 0F: 2 clusters Score -8614868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -8584388.000000 Penalty: 5334.778320
	Iteration 0F: 3 clusters Score -8584388 nChanged 21824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -8596382.000000 Penalty: 5334.778320
	Iteration 1F: 3 clusters Score -8596382 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -8596936.000000 Penalty: 5334.778320
	Iteration 2Q: 3 clusters Score -8596936 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -8597594.000000 Penalty: 5334.778320
	Iteration 3Q: 3 clusters Score -8597594 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -8598465.000000 Penalty: 5334.778320
	Iteration 4Q: 3 clusters Score -8598465 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -8599818.000000 Penalty: 5334.778320
	Iteration 5F: 3 clusters Score -8599818 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -8601920.000000 Penalty: 5334.778320
	Iteration 6F: 3 clusters Score -8601920 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -8605028.000000 Penalty: 5334.778320
	Iteration 7F: 3 clusters Score -8605028 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -8608375.000000 Penalty: 5334.778320
	Iteration 8F: 3 clusters Score -8608375 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8610853.000000 Penalty: 5334.778320
	Iteration 9F: 3 clusters Score -8610853 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -8611907.000000 Penalty: 5334.778320
	Iteration 10Q: 3 clusters Score -8611907 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -8612321.000000 Penalty: 5334.778320
	Iteration 11Q: 3 clusters Score -8612321 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -8612551.000000 Penalty: 5334.778320
	Iteration 12Q: 3 clusters Score -8612551 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -8612719.000000 Penalty: 5334.778320
	Iteration 13Q: 3 clusters Score -8612719 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -8612775.000000 Penalty: 5334.778320
	Iteration 14Q: 3 clusters Score -8612775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -8612811.000000 Penalty: 5334.778320
	Iteration 15Q: 3 clusters Score -8612811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -8612863.000000 Penalty: 5334.778320
	Iteration 16Q: 3 clusters Score -8612863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -8612882.000000 Penalty: 5334.778320
	Iteration 17Q: 3 clusters Score -8612882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -8612901.000000 Penalty: 5334.778320
	Iteration 18Q: 3 clusters Score -8612901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -8612931.000000 Penalty: 5334.778320
	Iteration 19Q: 3 clusters Score -8612931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -8612939.000000 Penalty: 5334.778320
	Iteration 20F: 3 clusters Score -8612939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -8612962.000000 Penalty: 5334.778320
	Iteration 21Q: 3 clusters Score -8612962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -8612960.000000 Penalty: 5334.778320
	Iteration 22Q: 3 clusters Score -8612960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -8612961.000000 Penalty: 5334.778320
	Iteration 23Q: 3 clusters Score -8612961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -8612960.000000 Penalty: 5334.778320
	Iteration 24Q: 3 clusters Score -8612960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -8612960.000000 Penalty: 5334.778320
	Iteration 25Q: 3 clusters Score -8612960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -8612963.000000 Penalty: 5334.778320
	Iteration 26Q: 3 clusters Score -8612963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -8612961.000000 Penalty: 5334.778320
	Iteration 27Q: 3 clusters Score -8612961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -8612959.000000 Penalty: 5334.778320
	Iteration 28Q: 3 clusters Score -8612959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -8612967.000000 Penalty: 5334.778320
	Iteration 29Q: 3 clusters Score -8612967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -8612976.000000 Penalty: 5334.778320
	Iteration 30Q: 3 clusters Score -8612976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -8612975.000000 Penalty: 5334.778320
	Iteration 31Q: 3 clusters Score -8612975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -8612978.000000 Penalty: 5334.778320
	Iteration 32Q: 3 clusters Score -8612978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -8612978.000000 Penalty: 5334.778320
	Iteration 33F: 3 clusters Score -8612978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -61183.289062 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -61183.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59804.445312 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -59804.45 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60022.367188 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -60022.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60118.472656 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -60118.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60168.695312 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -60168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60203.429688 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -60203.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60241.835938 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -60241.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60274.171875 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -60274.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60301.214844 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -60301.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60346.867188 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -60346.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60395.863281 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -60395.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60520.121094 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -60520.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60604.398438 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -60604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60636.140625 Penalty: 2975.472656
	Iteration 12Q: 3 clusters Score -60636.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60657.250000 Penalty: 2975.472656
	Iteration 13Q: 3 clusters Score -60657.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60679.710938 Penalty: 2975.472656
	Iteration 14Q: 3 clusters Score -60679.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60687.652344 Penalty: 2975.472656
	Iteration 15Q: 3 clusters Score -60687.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60702.031250 Penalty: 2975.472656
	Iteration 16F: 3 clusters Score -60702.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60730.308594 Penalty: 2975.472656
	Iteration 17Q: 3 clusters Score -60730.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60730.308594 Penalty: 2975.472656
	Iteration 18F: 3 clusters Score -60730.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Entering Unmasked Estep 
Score: -8642112.000000 Penalty: 2662.102783
	Iteration 0F: 2 clusters Score -8642112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -8613379.000000 Penalty: 5324.205566
	Iteration 0F: 3 clusters Score -8613379 nChanged 21082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -8624901.000000 Penalty: 5324.205566
	Iteration 1F: 3 clusters Score -8624901 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -8625434.000000 Penalty: 5324.205566
	Iteration 2Q: 3 clusters Score -8625434 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -8626069.000000 Penalty: 5324.205566
	Iteration 3Q: 3 clusters Score -8626069 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -8626806.000000 Penalty: 5324.205566
	Iteration 4Q: 3 clusters Score -8626806 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -8627757.000000 Penalty: 5324.205566
	Iteration 5Q: 3 clusters Score -8627757 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -8629119.000000 Penalty: 5324.205566
	Iteration 6F: 3 clusters Score -8629119 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -8630865.000000 Penalty: 5324.205566
	Iteration 7F: 3 clusters Score -8630865 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -8633000.000000 Penalty: 5324.205566
	Iteration 8F: 3 clusters Score -8633000 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -8635040.000000 Penalty: 5324.205566
	Iteration 9F: 3 clusters Score -8635040 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -8636315.000000 Penalty: 5324.205566
	Iteration 10Q: 3 clusters Score -8636315 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -8636838.000000 Penalty: 5324.205566
	Iteration 11Q: 3 clusters Score -8636838 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -8637116.000000 Penalty: 5324.205566
	Iteration 12Q: 3 clusters Score -8637116 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -8637231.000000 Penalty: 5324.205566
	Iteration 13Q: 3 clusters Score -8637231 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -8637317.000000 Penalty: 5324.205566
	Iteration 14Q: 3 clusters Score -8637317 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -8637406.000000 Penalty: 5324.205566
	Iteration 15Q: 3 clusters Score -8637406 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -8637505.000000 Penalty: 5324.205566
	Iteration 16Q: 3 clusters Score -8637505 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -8637571.000000 Penalty: 5324.205566
	Iteration 17Q: 3 clusters Score -8637571 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -8637652.000000 Penalty: 5324.205566
	Iteration 18Q: 3 clusters Score -8637652 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -8637775.000000 Penalty: 5324.205566
	Iteration 19Q: 3 clusters Score -8637775 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -8637878.000000 Penalty: 5324.205566
	Iteration 20F: 3 clusters Score -8637878 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -8637976.000000 Penalty: 5324.205566
	Iteration 21Q: 3 clusters Score -8637976 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -8638038.000000 Penalty: 5324.205566
	Iteration 22Q: 3 clusters Score -8638038 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -8638145.000000 Penalty: 5324.205566
	Iteration 23Q: 3 clusters Score -8638145 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -8638213.000000 Penalty: 5324.205566
	Iteration 24Q: 3 clusters Score -8638213 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -8638255.000000 Penalty: 5324.205566
	Iteration 25Q: 3 clusters Score -8638255 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -8638308.000000 Penalty: 5324.205566
	Iteration 26Q: 3 clusters Score -8638308 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -8638375.000000 Penalty: 5324.205566
	Iteration 27Q: 3 clusters Score -8638375 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -8638412.000000 Penalty: 5324.205566
	Iteration 28Q: 3 clusters Score -8638412 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -8638461.000000 Penalty: 5324.205566
	Iteration 29Q: 3 clusters Score -8638461 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -8638488.000000 Penalty: 5324.205566
	Iteration 30Q: 3 clusters Score -8638488 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8638534.000000 Penalty: 5324.205566
	Iteration 31Q: 3 clusters Score -8638534 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -8638596.000000 Penalty: 5324.205566
	Iteration 32Q: 3 clusters Score -8638596 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -8638662.000000 Penalty: 5324.205566
	Iteration 33Q: 3 clusters Score -8638662 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -8638724.000000 Penalty: 5324.205566
	Iteration 34Q: 3 clusters Score -8638724 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -8638781.000000 Penalty: 5324.205566
	Iteration 35Q: 3 clusters Score -8638781 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8638833.000000 Penalty: 5324.205566
	Iteration 36Q: 3 clusters Score -8638833 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -8638895.000000 Penalty: 5324.205566
	Iteration 37Q: 3 clusters Score -8638895 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -8638952.000000 Penalty: 5324.205566
	Iteration 38Q: 3 clusters Score -8638952 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -8639004.000000 Penalty: 5324.205566
	Iteration 39Q: 3 clusters Score -8639004 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -8639066.000000 Penalty: 5324.205566
	Iteration 40F: 3 clusters Score -8639066 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -8639142.000000 Penalty: 5324.205566
	Iteration 41Q: 3 clusters Score -8639142 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -8639202.000000 Penalty: 5324.205566
	Iteration 42Q: 3 clusters Score -8639202 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -8639244.000000 Penalty: 5324.205566
	Iteration 43Q: 3 clusters Score -8639244 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -8639298.000000 Penalty: 5324.205566
	Iteration 44Q: 3 clusters Score -8639298 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -8639383.000000 Penalty: 5324.205566
	Iteration 45Q: 3 clusters Score -8639383 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -8639432.000000 Penalty: 5324.205566
	Iteration 46Q: 3 clusters Score -8639432 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -8639516.000000 Penalty: 5324.205566
	Iteration 47Q: 3 clusters Score -8639516 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -8639595.000000 Penalty: 5324.205566
	Iteration 48Q: 3 clusters Score -8639595 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -8639668.000000 Penalty: 5324.205566
	Iteration 49Q: 3 clusters Score -8639668 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -8639727.000000 Penalty: 5324.205566
	Iteration 50Q: 3 clusters Score -8639727 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -8639788.000000 Penalty: 5324.205566
	Iteration 51Q: 3 clusters Score -8639788 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -8639815.000000 Penalty: 5324.205566
	Iteration 52Q: 3 clusters Score -8639815 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -8639869.000000 Penalty: 5324.205566
	Iteration 53Q: 3 clusters Score -8639869 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -8639919.000000 Penalty: 5324.205566
	Iteration 54Q: 3 clusters Score -8639919 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8639940.000000 Penalty: 5324.205566
	Iteration 55Q: 3 clusters Score -8639940 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8640011.000000 Penalty: 5324.205566
	Iteration 56Q: 3 clusters Score -8640011 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8640026.000000 Penalty: 5324.205566
	Iteration 57Q: 3 clusters Score -8640026 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8640100.000000 Penalty: 5324.205566
	Iteration 58Q: 3 clusters Score -8640100 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8640140.000000 Penalty: 5324.205566
	Iteration 59Q: 3 clusters Score -8640140 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8640111.000000 Penalty: 5324.205566
	Iteration 60F: 3 clusters Score -8640111 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8640127.000000 Penalty: 5324.205566
	Iteration 61Q: 3 clusters Score -8640127 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8640095.000000 Penalty: 5324.205566
	Iteration 62Q: 3 clusters Score -8640095 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8640088.000000 Penalty: 5324.205566
	Iteration 63Q: 3 clusters Score -8640088 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8640093.000000 Penalty: 5324.205566
	Iteration 64Q: 3 clusters Score -8640093 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8640104.000000 Penalty: 5324.205566
	Iteration 65Q: 3 clusters Score -8640104 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8640065.000000 Penalty: 5324.205566
	Iteration 66Q: 3 clusters Score -8640065 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8640072.000000 Penalty: 5324.205566
	Iteration 67Q: 3 clusters Score -8640072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8640085.000000 Penalty: 5324.205566
	Iteration 68Q: 3 clusters Score -8640085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8640082.000000 Penalty: 5324.205566
	Iteration 69Q: 3 clusters Score -8640082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8640085.000000 Penalty: 5324.205566
	Iteration 70Q: 3 clusters Score -8640085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8640097.000000 Penalty: 5324.205566
	Iteration 71Q: 3 clusters Score -8640097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8640097.000000 Penalty: 5324.205566
	Iteration 72Q: 3 clusters Score -8640097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8640097.000000 Penalty: 5324.205566
	Iteration 73Q: 3 clusters Score -8640097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8640087.000000 Penalty: 5324.205566
	Iteration 74Q: 3 clusters Score -8640087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8640085.000000 Penalty: 5324.205566
	Iteration 75Q: 3 clusters Score -8640085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8640077.000000 Penalty: 5324.205566
	Iteration 76Q: 3 clusters Score -8640077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8640068.000000 Penalty: 5324.205566
	Iteration 77Q: 3 clusters Score -8640068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8640087.000000 Penalty: 5324.205566
	Iteration 78Q: 3 clusters Score -8640087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8640089.000000 Penalty: 5324.205566
	Iteration 79Q: 3 clusters Score -8640089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8640086.000000 Penalty: 5324.205566
	Iteration 80F: 3 clusters Score -8640086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44794 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 45249 members 
Mstep: Class 6 contains 49394 members 
Mstep: Class 7 contains 44458 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47755 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30331 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42423 members 
Mstep: Class 17 contains 43042 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44509 members 
Mstep: Class 20 contains 45928 members 
Mstep: Class 21 contains 45282 members 
Mstep: Class 22 contains 46892 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692936.000000 Penalty: 79037.695312
Iteration 239Q: 25 clusters Score -1.066929e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 44826 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45260 members 
Mstep: Class 6 contains 49389 members 
Mstep: Class 7 contains 44460 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47721 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30322 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42421 members 
Mstep: Class 17 contains 43016 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44517 members 
Mstep: Class 20 contains 45961 members 
Mstep: Class 21 contains 45300 members 
Mstep: Class 22 contains 46907 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693136.000000 Penalty: 79037.695312
Iteration 240F: 25 clusters Score -1.066931e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44848 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 45274 members 
Mstep: Class 6 contains 49396 members 
Mstep: Class 7 contains 44453 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47669 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30319 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42437 members 
Mstep: Class 17 contains 43004 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44533 members 
Mstep: Class 20 contains 45972 members 
Mstep: Class 21 contains 45321 members 
Mstep: Class 22 contains 46895 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693240.000000 Penalty: 79037.695312
Iteration 241Q: 25 clusters Score -1.066932e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 44834 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 45309 members 
Mstep: Class 6 contains 49422 members 
Mstep: Class 7 contains 44461 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47641 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30320 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42437 members 
Mstep: Class 17 contains 42980 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44544 members 
Mstep: Class 20 contains 45996 members 
Mstep: Class 21 contains 45345 members 
Mstep: Class 22 contains 46898 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693352.000000 Penalty: 79037.695312
Iteration 242Q: 25 clusters Score -1.066934e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44846 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 45342 members 
Mstep: Class 6 contains 49407 members 
Mstep: Class 7 contains 44468 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47592 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30314 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42454 members 
Mstep: Class 17 contains 42945 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 44565 members 
Mstep: Class 20 contains 46025 members 
Mstep: Class 21 contains 45344 members 
Mstep: Class 22 contains 46906 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693264.000000 Penalty: 79037.695312
Iteration 243Q: 25 clusters Score -1.066933e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44853 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 45374 members 
Mstep: Class 6 contains 49391 members 
Mstep: Class 7 contains 44454 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47574 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30309 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42483 members 
Mstep: Class 17 contains 42929 members 
Mstep: Class 18 contains 949 members 
Mstep: Class 19 contains 44573 members 
Mstep: Class 20 contains 46042 members 
Mstep: Class 21 contains 45353 members 
Mstep: Class 22 contains 46911 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693208.000000 Penalty: 79037.695312
Iteration 244Q: 25 clusters Score -1.066932e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44879 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 45403 members 
Mstep: Class 6 contains 49375 members 
Mstep: Class 7 contains 44457 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47558 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30304 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42480 members 
Mstep: Class 17 contains 42903 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 44576 members 
Mstep: Class 20 contains 46037 members 
Mstep: Class 21 contains 45351 members 
Mstep: Class 22 contains 46916 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693448.000000 Penalty: 79037.695312
Iteration 245Q: 25 clusters Score -1.066934e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44900 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45452 members 
Mstep: Class 6 contains 49346 members 
Mstep: Class 7 contains 44472 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47523 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30291 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42475 members 
Mstep: Class 17 contains 42894 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 44572 members 
Mstep: Class 20 contains 46073 members 
Mstep: Class 21 contains 45325 members 
Mstep: Class 22 contains 46931 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693672.000000 Penalty: 79037.695312
Iteration 246Q: 25 clusters Score -1.066937e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44899 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45491 members 
Mstep: Class 6 contains 49333 members 
Mstep: Class 7 contains 44489 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47534 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30284 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42476 members 
Mstep: Class 17 contains 42874 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44572 members 
Mstep: Class 20 contains 46070 members 
Mstep: Class 21 contains 45308 members 
Mstep: Class 22 contains 46932 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694080.000000 Penalty: 79037.695312
Iteration 247Q: 25 clusters Score -1.066941e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44874 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45520 members 
Mstep: Class 6 contains 49366 members 
Mstep: Class 7 contains 44498 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47552 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30274 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42480 members 
Mstep: Class 17 contains 42848 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44552 members 
Mstep: Class 20 contains 46075 members 
Mstep: Class 21 contains 45279 members 
Mstep: Class 22 contains 46952 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694168.000000 Penalty: 79037.695312
Iteration 248Q: 25 clusters Score -1.066942e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44884 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45547 members 
Mstep: Class 6 contains 49371 members 
Mstep: Class 7 contains 44509 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47548 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30269 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42470 members 
Mstep: Class 17 contains 42835 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44528 members 
Mstep: Class 20 contains 46096 members 
Mstep: Class 21 contains 45255 members 
Mstep: Class 22 contains 46952 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694144.000000 Penalty: 79037.695312
Iteration 249Q: 25 clusters Score -1.066941e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44861 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45584 members 
Mstep: Class 6 contains 49401 members 
Mstep: Class 7 contains 44506 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47555 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30259 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42450 members 
Mstep: Class 17 contains 42838 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44528 members 
Mstep: Class 20 contains 46097 members 
Mstep: Class 21 contains 45225 members 
Mstep: Class 22 contains 46969 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694240.000000 Penalty: 79037.695312
Iteration 250Q: 25 clusters Score -1.066942e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44833 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45630 members 
Mstep: Class 6 contains 49407 members 
Mstep: Class 7 contains 44522 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47551 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30246 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42446 members 
Mstep: Class 17 contains 42849 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44499 members 
Mstep: Class 20 contains 46092 members 
Mstep: Class 21 contains 45206 members 
Mstep: Class 22 contains 46995 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694240.000000 Penalty: 79037.695312
Iteration 251Q: 25 clusters Score -1.066942e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44823 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 45664 members 
Mstep: Class 6 contains 49406 members 
Mstep: Class 7 contains 44528 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47558 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30227 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42449 members 
Mstep: Class 17 contains 42864 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44493 members 
Mstep: Class 20 contains 46070 members 
Mstep: Class 21 contains 45215 members 
Mstep: Class 22 contains 46994 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694304.000000 Penalty: 79037.695312
Iteration 252Q: 25 clusters Score -1.066943e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44815 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45696 members 
Mstep: Class 6 contains 49429 members 
Mstep: Class 7 contains 44536 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47544 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30211 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42453 members 
Mstep: Class 17 contains 42864 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44459 members 
Mstep: Class 20 contains 46057 members 
Mstep: Class 21 contains 45229 members 
Mstep: Class 22 contains 47016 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694096.000000 Penalty: 79037.695312
Iteration 253Q: 25 clusters Score -1.066941e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44833 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45713 members 
Mstep: Class 6 contains 49426 members 
Mstep: Class 7 contains 44545 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47553 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30202 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42462 members 
Mstep: Class 17 contains 42862 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44438 members 
Mstep: Class 20 contains 46028 members 
Mstep: Class 21 contains 45229 members 
Mstep: Class 22 contains 47051 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694168.000000 Penalty: 79037.695312
Iteration 254Q: 25 clusters Score -1.066942e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44839 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45729 members 
Mstep: Class 6 contains 49448 members 
Mstep: Class 7 contains 44550 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47551 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30191 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42448 members 
Mstep: Class 17 contains 42853 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44417 members 
Mstep: Class 20 contains 46018 members 
Mstep: Class 21 contains 45245 members 
Mstep: Class 22 contains 47066 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694304.000000 Penalty: 79037.695312
Iteration 255Q: 25 clusters Score -1.066943e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44820 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45731 members 
Mstep: Class 6 contains 49465 members 
Mstep: Class 7 contains 44534 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47561 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30183 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42455 members 
Mstep: Class 17 contains 42844 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44405 members 
Mstep: Class 20 contains 46016 members 
Mstep: Class 21 contains 45249 members 
Mstep: Class 22 contains 47097 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694480.000000 Penalty: 79037.695312
Iteration 256Q: 25 clusters Score -1.066945e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44816 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45730 members 
Mstep: Class 6 contains 49469 members 
Mstep: Class 7 contains 44534 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47584 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30179 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42460 members 
Mstep: Class 17 contains 42823 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44382 members 
Mstep: Class 20 contains 46019 members 
Mstep: Class 21 contains 45261 members 
Mstep: Class 22 contains 47111 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694352.000000 Penalty: 79037.695312
Iteration 257Q: 25 clusters Score -1.066944e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44800 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45729 members 
Mstep: Class 6 contains 49487 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47585 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30179 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42461 members 
Mstep: Class 17 contains 42805 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44381 members 
Mstep: Class 20 contains 46015 members 
Mstep: Class 21 contains 45266 members 
Mstep: Class 22 contains 47120 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694456.000000 Penalty: 79037.695312
Iteration 258Q: 25 clusters Score -1.066945e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44772 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45734 members 
Mstep: Class 6 contains 49500 members 
Mstep: Class 7 contains 44521 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47605 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30173 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42452 members 
Mstep: Class 17 contains 42774 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44371 members 
Mstep: Class 20 contains 46031 members 
Mstep: Class 21 contains 45269 members 
Mstep: Class 22 contains 47127 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694320.000000 Penalty: 79037.695312
Iteration 259Q: 25 clusters Score -1.066943e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 302 members 
Mstep: Class 3 contains 44752 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45731 members 
Mstep: Class 6 contains 49502 members 
Mstep: Class 7 contains 44505 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47623 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30169 members 
Mstep: Class 14 contains 1329 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42445 members 
Mstep: Class 17 contains 42750 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44364 members 
Mstep: Class 20 contains 46033 members 
Mstep: Class 21 contains 45272 members 
Mstep: Class 22 contains 47146 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694376.000000 Penalty: 79037.695312
Iteration 260F: 25 clusters Score -1.066944e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 303 members 
Mstep: Class 3 contains 44741 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45721 members 
Mstep: Class 6 contains 49496 members 
Mstep: Class 7 contains 44500 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47632 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30163 members 
Mstep: Class 14 contains 1329 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42444 members 
Mstep: Class 17 contains 42741 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44353 members 
Mstep: Class 20 contains 46029 members 
Mstep: Class 21 contains 45283 members 
Mstep: Class 22 contains 47182 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694432.000000 Penalty: 79037.695312
Iteration 261Q: 25 clusters Score -1.066944e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 304 members 
Mstep: Class 3 contains 44738 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45712 members 
Mstep: Class 6 contains 49494 members 
Mstep: Class 7 contains 44515 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47625 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30157 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42443 members 
Mstep: Class 17 contains 42737 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44351 members 
Mstep: Class 20 contains 46020 members 
Mstep: Class 21 contains 45296 members 
Mstep: Class 22 contains 47209 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694632.000000 Penalty: 79037.695312
Iteration 262Q: 25 clusters Score -1.066946e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44739 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45713 members 
Mstep: Class 6 contains 49487 members 
Mstep: Class 7 contains 44518 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47645 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30151 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42445 members 
Mstep: Class 17 contains 42745 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44353 members 
Mstep: Class 20 contains 46015 members 
Mstep: Class 21 contains 45279 members 
Mstep: Class 22 contains 47224 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694880.000000 Penalty: 79037.695312
Iteration 263Q: 25 clusters Score -1.066949e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44739 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45714 members 
Mstep: Class 6 contains 49473 members 
Mstep: Class 7 contains 44514 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47652 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30142 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42458 members 
Mstep: Class 17 contains 42756 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44332 members 
Mstep: Class 20 contains 46030 members 
Mstep: Class 21 contains 45300 members 
Mstep: Class 22 contains 47224 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694888.000000 Penalty: 79037.695312
Iteration 264Q: 25 clusters Score -1.066949e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44732 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45717 members 
Mstep: Class 6 contains 49471 members 
Mstep: Class 7 contains 44500 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47653 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30125 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42470 members 
Mstep: Class 17 contains 42759 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44332 members 
Mstep: Class 20 contains 46041 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 47230 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694784.000000 Penalty: 79037.695312
Iteration 265Q: 25 clusters Score -1.066948e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44708 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45724 members 
Mstep: Class 6 contains 49479 members 
Mstep: Class 7 contains 44484 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47651 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30114 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42487 members 
Mstep: Class 17 contains 42756 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44340 members 
Mstep: Class 20 contains 46037 members 
Mstep: Class 21 contains 45325 members 
Mstep: Class 22 contains 47231 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694968.000000 Penalty: 79037.695312
Iteration 266Q: 25 clusters Score -1.06695e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44686 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45722 members 
Mstep: Class 6 contains 49488 members 
Mstep: Class 7 contains 44471 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47665 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30112 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42500 members 
Mstep: Class 17 contains 42766 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44344 members 
Mstep: Class 20 contains 46028 members 
Mstep: Class 21 contains 45324 members 
Mstep: Class 22 contains 47238 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694952.000000 Penalty: 79037.695312
Iteration 267Q: 25 clusters Score -1.06695e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44665 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45735 members 
Mstep: Class 6 contains 49498 members 
Mstep: Class 7 contains 44454 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30102 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42513 members 
Mstep: Class 17 contains 42779 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44345 members 
Mstep: Class 20 contains 46010 members 
Mstep: Class 21 contains 45329 members 
Mstep: Class 22 contains 47249 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695064.000000 Penalty: 79037.695312
Iteration 268Q: 25 clusters Score -1.066951e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44666 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 45743 members 
Mstep: Class 6 contains 49496 members 
Mstep: Class 7 contains 44440 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47670 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30096 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42519 members 
Mstep: Class 17 contains 42800 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44337 members 
Mstep: Class 20 contains 45990 members 
Mstep: Class 21 contains 45345 members 
Mstep: Class 22 contains 47256 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695072.000000 Penalty: 79037.695312
Iteration 269Q: 25 clusters Score -1.066951e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44657 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 45743 members 
Mstep: Class 6 contains 49499 members 
Mstep: Class 7 contains 44441 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47665 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30095 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42530 members 
Mstep: Class 17 contains 42825 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44321 members 
Mstep: Class 20 contains 45985 members 
Mstep: Class 21 contains 45355 members 
Mstep: Class 22 contains 47272 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695040.000000 Penalty: 79037.695312
Iteration 270Q: 25 clusters Score -1.06695e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44634 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 45742 members 
Mstep: Class 6 contains 49479 members 
Mstep: Class 7 contains 44457 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47648 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30093 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42544 members 
Mstep: Class 17 contains 42829 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44338 members 
Mstep: Class 20 contains 45970 members 
Mstep: Class 21 contains 45372 members 
Mstep: Class 22 contains 47290 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695040.000000 Penalty: 79037.695312
Iteration 271Q: 25 clusters Score -1.06695e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44621 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 45752 members 
Mstep: Class 6 contains 49464 members 
Mstep: Class 7 contains 44450 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47683 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30094 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42560 members 
Mstep: Class 17 contains 42821 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44331 members 
Mstep: Class 20 contains 45963 members 
Mstep: Class 21 contains 45382 members 
Mstep: Class 22 contains 47289 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694984.000000 Penalty: 79037.695312
Iteration 272Q: 25 clusters Score -1.06695e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44597 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 45753 members 
Mstep: Class 6 contains 49470 members 
Mstep: Class 7 contains 44449 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47713 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30093 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42565 members 
Mstep: Class 17 contains 42824 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44337 members 
Mstep: Class 20 contains 45946 members 
Mstep: Class 21 contains 45396 members 
Mstep: Class 22 contains 47282 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694976.000000 Penalty: 79037.695312
Iteration 273Q: 25 clusters Score -1.06695e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44588 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45760 members 
Mstep: Class 6 contains 49463 members 
Mstep: Class 7 contains 44448 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47709 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30087 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42559 members 
Mstep: Class 17 contains 42827 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44339 members 
Mstep: Class 20 contains 45935 members 
Mstep: Class 21 contains 45438 members 
Mstep: Class 22 contains 47281 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695064.000000 Penalty: 79037.695312
Iteration 274Q: 25 clusters Score -1.066951e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44583 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45768 members 
Mstep: Class 6 contains 49423 members 
Mstep: Class 7 contains 44445 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47697 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30087 members 
Mstep: Class 14 contains 1320 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42560 members 
Mstep: Class 17 contains 42816 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44353 members 
Mstep: Class 20 contains 45936 members 
Mstep: Class 21 contains 45480 members 
Mstep: Class 22 contains 47285 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695216.000000 Penalty: 79037.695312
Iteration 275Q: 25 clusters Score -1.066952e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44567 members 
Mstep: Class 4 contains 895 members 
Mstep: Class 5 contains 45778 members 
Mstep: Class 6 contains 49433 members 
Mstep: Class 7 contains 44456 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47707 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30086 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42551 members 
Mstep: Class 17 contains 42822 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44365 members 
Mstep: Class 20 contains 45919 members 
Mstep: Class 21 contains 45473 members 
Mstep: Class 22 contains 47287 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695064.000000 Penalty: 79037.695312
Iteration 276Q: 25 clusters Score -1.066951e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44549 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 45791 members 
Mstep: Class 6 contains 49429 members 
Mstep: Class 7 contains 44451 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47709 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30083 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42558 members 
Mstep: Class 17 contains 42835 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44378 members 
Mstep: Class 20 contains 45891 members 
Mstep: Class 21 contains 45488 members 
Mstep: Class 22 contains 47282 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694968.000000 Penalty: 79037.695312
Iteration 277Q: 25 clusters Score -1.06695e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44540 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45800 members 
Mstep: Class 6 contains 49416 members 
Mstep: Class 7 contains 44443 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47715 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30083 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42558 members 
Mstep: Class 17 contains 42835 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44386 members 
Mstep: Class 20 contains 45891 members 
Mstep: Class 21 contains 45479 members 
Mstep: Class 22 contains 47277 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695136.000000 Penalty: 79037.695312
Iteration 278Q: 25 clusters Score -1.066951e+08 nChanged 663
Entering ConstructFrom: 
Score: -106695136.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -60334.726562 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -60334.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58845.058594 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -58845.06 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59114.261719 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -59114.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59248.457031 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -59248.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59363.195312 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -59363.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59498.125000 Penalty: 3120.618408
	Iteration 4F: 3 clusters Score -59498.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59588.132812 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -59588.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59633.226562 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -59633.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59645.371094 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -59645.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59654.925781 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -59654.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59655.433594 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -59655.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59655.433594 Penalty: 3120.618408
	Iteration 10F: 3 clusters Score -59655.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -65882.593750 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -65882.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -64665.691406 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -64665.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -64833.578125 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -64833.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -64892.320312 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -64892.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -64938.410156 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -64938.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -64964.453125 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -64964.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -65014.359375 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -65014.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -65044.621094 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -65044.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -65078.667969 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -65078.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -65086.156250 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -65086.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -65098.468750 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -65098.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -65098.468750 Penalty: 2837.274658
	Iteration 10F: 3 clusters Score -65098.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Entering Unmasked Estep 
Score: -8274252.000000 Penalty: 2654.672119
	Iteration 0F: 2 clusters Score -8274252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -8245386.500000 Penalty: 5309.344238
	Iteration 0F: 3 clusters Score -8245386 nChanged 20500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -8256966.500000 Penalty: 5309.344238
	Iteration 1F: 3 clusters Score -8256966 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -8257744.500000 Penalty: 5309.344238
	Iteration 2Q: 3 clusters Score -8257744 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -8258844.500000 Penalty: 5309.344238
	Iteration 3Q: 3 clusters Score -8258844 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -8260354.000000 Penalty: 5309.344238
	Iteration 4F: 3 clusters Score -8260354 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -8262174.500000 Penalty: 5309.344238
	Iteration 5F: 3 clusters Score -8262174 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -8264681.000000 Penalty: 5309.344238
	Iteration 6F: 3 clusters Score -8264681 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -8268172.000000 Penalty: 5309.344238
	Iteration 7F: 3 clusters Score -8268172 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -8271328.000000 Penalty: 5309.344238
	Iteration 8F: 3 clusters Score -8271328 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -8272545.500000 Penalty: 5309.344238
	Iteration 9Q: 3 clusters Score -8272546 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -8272896.500000 Penalty: 5309.344238
	Iteration 10Q: 3 clusters Score -8272896 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -8272977.500000 Penalty: 5309.344238
	Iteration 11Q: 3 clusters Score -8272978 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -8273005.000000 Penalty: 5309.344238
	Iteration 12Q: 3 clusters Score -8273005 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -8273002.000000 Penalty: 5309.344238
	Iteration 13Q: 3 clusters Score -8273002 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -8273019.500000 Penalty: 5309.344238
	Iteration 14Q: 3 clusters Score -8273020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -8273026.000000 Penalty: 5309.344238
	Iteration 15Q: 3 clusters Score -8273026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -8273033.000000 Penalty: 5309.344238
	Iteration 16Q: 3 clusters Score -8273033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -8273052.000000 Penalty: 5309.344238
	Iteration 17Q: 3 clusters Score -8273052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -8273072.500000 Penalty: 5309.344238
	Iteration 18Q: 3 clusters Score -8273072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -8273083.000000 Penalty: 5309.344238
	Iteration 19Q: 3 clusters Score -8273083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -8273079.000000 Penalty: 5309.344238
	Iteration 20F: 3 clusters Score -8273079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -8273077.500000 Penalty: 5309.344238
	Iteration 21Q: 3 clusters Score -8273078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -8273075.500000 Penalty: 5309.344238
	Iteration 22Q: 3 clusters Score -8273076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -8273081.000000 Penalty: 5309.344238
	Iteration 23Q: 3 clusters Score -8273081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -8273092.500000 Penalty: 5309.344238
	Iteration 24Q: 3 clusters Score -8273092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -8273101.000000 Penalty: 5309.344238
	Iteration 25Q: 3 clusters Score -8273101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -8273096.000000 Penalty: 5309.344238
	Iteration 26Q: 3 clusters Score -8273096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -8273097.500000 Penalty: 5309.344238
	Iteration 27Q: 3 clusters Score -8273098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -8273096.500000 Penalty: 5309.344238
	Iteration 28Q: 3 clusters Score -8273096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -8273095.500000 Penalty: 5309.344238
	Iteration 29Q: 3 clusters Score -8273096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -8273092.000000 Penalty: 5309.344238
	Iteration 30Q: 3 clusters Score -8273092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -8273095.500000 Penalty: 5309.344238
	Iteration 31Q: 3 clusters Score -8273096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -8273105.500000 Penalty: 5309.344238
	Iteration 32Q: 3 clusters Score -8273106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -8273106.500000 Penalty: 5309.344238
	Iteration 33Q: 3 clusters Score -8273106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -8273112.000000 Penalty: 5309.344238
	Iteration 34Q: 3 clusters Score -8273112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -8273102.500000 Penalty: 5309.344238
	Iteration 35Q: 3 clusters Score -8273102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -8273102.000000 Penalty: 5309.344238
	Iteration 36Q: 3 clusters Score -8273102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -8273099.500000 Penalty: 5309.344238
	Iteration 37Q: 3 clusters Score -8273100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -8273100.000000 Penalty: 5309.344238
	Iteration 38Q: 3 clusters Score -8273100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -8273103.000000 Penalty: 5309.344238
	Iteration 39Q: 3 clusters Score -8273103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -8273100.000000 Penalty: 5309.344238
	Iteration 40F: 3 clusters Score -8273100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -8273097.500000 Penalty: 5309.344238
	Iteration 41Q: 3 clusters Score -8273098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -8273097.000000 Penalty: 5309.344238
	Iteration 42Q: 3 clusters Score -8273097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -8273084.500000 Penalty: 5309.344238
	Iteration 43Q: 3 clusters Score -8273084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -8273075.500000 Penalty: 5309.344238
	Iteration 44Q: 3 clusters Score -8273076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -8273080.000000 Penalty: 5309.344238
	Iteration 45Q: 3 clusters Score -8273080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -8273079.000000 Penalty: 5309.344238
	Iteration 46Q: 3 clusters Score -8273079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -8273083.500000 Penalty: 5309.344238
	Iteration 47Q: 3 clusters Score -8273084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -8273084.500000 Penalty: 5309.344238
	Iteration 48Q: 3 clusters Score -8273084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -8273087.500000 Penalty: 5309.344238
	Iteration 49Q: 3 clusters Score -8273088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -8273084.500000 Penalty: 5309.344238
	Iteration 50Q: 3 clusters Score -8273084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -8273078.500000 Penalty: 5309.344238
	Iteration 51Q: 3 clusters Score -8273078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -8273066.500000 Penalty: 5309.344238
	Iteration 52Q: 3 clusters Score -8273066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -8273062.500000 Penalty: 5309.344238
	Iteration 53Q: 3 clusters Score -8273062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -8273073.000000 Penalty: 5309.344238
	Iteration 54Q: 3 clusters Score -8273073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -8273077.000000 Penalty: 5309.344238
	Iteration 55Q: 3 clusters Score -8273077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -8273085.000000 Penalty: 5309.344238
	Iteration 56Q: 3 clusters Score -8273085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -8273087.000000 Penalty: 5309.344238
	Iteration 57Q: 3 clusters Score -8273087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -8273080.500000 Penalty: 5309.344238
	Iteration 58Q: 3 clusters Score -8273080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -8273078.500000 Penalty: 5309.344238
	Iteration 59Q: 3 clusters Score -8273078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -8273075.000000 Penalty: 5309.344238
	Iteration 60F: 3 clusters Score -8273075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -8273068.500000 Penalty: 5309.344238
	Iteration 61Q: 3 clusters Score -8273068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -8273053.000000 Penalty: 5309.344238
	Iteration 62Q: 3 clusters Score -8273053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -8273065.000000 Penalty: 5309.344238
	Iteration 63Q: 3 clusters Score -8273065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -8273053.000000 Penalty: 5309.344238
	Iteration 64Q: 3 clusters Score -8273053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -8273058.000000 Penalty: 5309.344238
	Iteration 65Q: 3 clusters Score -8273058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -8273056.000000 Penalty: 5309.344238
	Iteration 66Q: 3 clusters Score -8273056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -8273059.500000 Penalty: 5309.344238
	Iteration 67Q: 3 clusters Score -8273060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -8273058.000000 Penalty: 5309.344238
	Iteration 68Q: 3 clusters Score -8273058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -8273052.500000 Penalty: 5309.344238
	Iteration 69Q: 3 clusters Score -8273052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -8273048.500000 Penalty: 5309.344238
	Iteration 70Q: 3 clusters Score -8273048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -8273057.000000 Penalty: 5309.344238
	Iteration 71Q: 3 clusters Score -8273057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -8273050.000000 Penalty: 5309.344238
	Iteration 72Q: 3 clusters Score -8273050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -8273047.500000 Penalty: 5309.344238
	Iteration 73Q: 3 clusters Score -8273048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -8273041.500000 Penalty: 5309.344238
	Iteration 74Q: 3 clusters Score -8273042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -8273041.000000 Penalty: 5309.344238
	Iteration 75Q: 3 clusters Score -8273041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -8273044.500000 Penalty: 5309.344238
	Iteration 76Q: 3 clusters Score -8273044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -8273039.000000 Penalty: 5309.344238
	Iteration 77Q: 3 clusters Score -8273039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -8273046.500000 Penalty: 5309.344238
	Iteration 78Q: 3 clusters Score -8273046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -8273046.500000 Penalty: 5309.344238
	Iteration 79Q: 3 clusters Score -8273046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -8273040.500000 Penalty: 5309.344238
	Iteration 80F: 3 clusters Score -8273040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -8273044.000000 Penalty: 5309.344238
	Iteration 81Q: 3 clusters Score -8273044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -8273044.500000 Penalty: 5309.344238
	Iteration 82Q: 3 clusters Score -8273044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -8273044.500000 Penalty: 5309.344238
	Iteration 83Q: 3 clusters Score -8273044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -8273050.500000 Penalty: 5309.344238
	Iteration 84Q: 3 clusters Score -8273050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -8273052.000000 Penalty: 5309.344238
	Iteration 85Q: 3 clusters Score -8273052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -8273043.000000 Penalty: 5309.344238
	Iteration 86Q: 3 clusters Score -8273043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -8273045.000000 Penalty: 5309.344238
	Iteration 87Q: 3 clusters Score -8273045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -8273046.500000 Penalty: 5309.344238
	Iteration 88Q: 3 clusters Score -8273046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -8273051.000000 Penalty: 5309.344238
	Iteration 89Q: 3 clusters Score -8273051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -8273057.000000 Penalty: 5309.344238
	Iteration 90Q: 3 clusters Score -8273057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -8273071.000000 Penalty: 5309.344238
	Iteration 91Q: 3 clusters Score -8273071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -8273074.500000 Penalty: 5309.344238
	Iteration 92Q: 3 clusters Score -8273074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -8273074.500000 Penalty: 5309.344238
	Iteration 93F: 3 clusters Score -8273074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -155147.031250 Penalty: 1685.057495
	Iteration 0F: 2 clusters Score -155147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -153358.156250 Penalty: 3370.114990
	Iteration 0F: 3 clusters Score -153358.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -153802.062500 Penalty: 3370.114990
	Iteration 1F: 3 clusters Score -153802.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -154034.328125 Penalty: 3370.114990
	Iteration 2F: 3 clusters Score -154034.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -154155.687500 Penalty: 3370.114990
	Iteration 3F: 3 clusters Score -154155.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -154231.718750 Penalty: 3370.114990
	Iteration 4Q: 3 clusters Score -154231.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -154288.656250 Penalty: 3370.114990
	Iteration 5Q: 3 clusters Score -154288.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -154361.562500 Penalty: 3370.114990
	Iteration 6Q: 3 clusters Score -154361.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -154392.296875 Penalty: 3370.114990
	Iteration 7Q: 3 clusters Score -154392.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -154411.109375 Penalty: 3370.114990
	Iteration 8Q: 3 clusters Score -154411.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -154427.437500 Penalty: 3370.114990
	Iteration 9Q: 3 clusters Score -154427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -154441.656250 Penalty: 3370.114990
	Iteration 10Q: 3 clusters Score -154441.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -154458.328125 Penalty: 3370.114990
	Iteration 11Q: 3 clusters Score -154458.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -154473.578125 Penalty: 3370.114990
	Iteration 12Q: 3 clusters Score -154473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -154484.625000 Penalty: 3370.114990
	Iteration 13Q: 3 clusters Score -154484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -154495.515625 Penalty: 3370.114990
	Iteration 14Q: 3 clusters Score -154495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -154500.562500 Penalty: 3370.114990
	Iteration 15Q: 3 clusters Score -154500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -154507.234375 Penalty: 3370.114990
	Iteration 16Q: 3 clusters Score -154507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -154508.421875 Penalty: 3370.114990
	Iteration 17Q: 3 clusters Score -154508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -154509.687500 Penalty: 3370.114990
	Iteration 18Q: 3 clusters Score -154509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -154510.015625 Penalty: 3370.114990
	Iteration 19Q: 3 clusters Score -154510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -154510.015625 Penalty: 3370.114990
	Iteration 20F: 3 clusters Score -154510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Entering Unmasked Estep 
Score: -8422670.000000 Penalty: 2661.556641
	Iteration 0F: 2 clusters Score -8422670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -8392207.000000 Penalty: 5323.113281
	Iteration 0F: 3 clusters Score -8392207 nChanged 21126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -8403942.000000 Penalty: 5323.113281
	Iteration 1F: 3 clusters Score -8403942 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -8404567.000000 Penalty: 5323.113281
	Iteration 2Q: 3 clusters Score -8404567 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -8405295.000000 Penalty: 5323.113281
	Iteration 3Q: 3 clusters Score -8405295 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -8406396.000000 Penalty: 5323.113281
	Iteration 4Q: 3 clusters Score -8406396 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -8407864.000000 Penalty: 5323.113281
	Iteration 5F: 3 clusters Score -8407864 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -8410058.000000 Penalty: 5323.113281
	Iteration 6F: 3 clusters Score -8410058 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -8412804.000000 Penalty: 5323.113281
	Iteration 7F: 3 clusters Score -8412804 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -8415889.000000 Penalty: 5323.113281
	Iteration 8F: 3 clusters Score -8415889 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -8418295.000000 Penalty: 5323.113281
	Iteration 9F: 3 clusters Score -8418295 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -8419509.000000 Penalty: 5323.113281
	Iteration 10Q: 3 clusters Score -8419509 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -8420110.000000 Penalty: 5323.113281
	Iteration 11Q: 3 clusters Score -8420110 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -8420437.000000 Penalty: 5323.113281
	Iteration 12Q: 3 clusters Score -8420437 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -8420660.000000 Penalty: 5323.113281
	Iteration 13Q: 3 clusters Score -8420660 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -8420787.000000 Penalty: 5323.113281
	Iteration 14Q: 3 clusters Score -8420787 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -8420868.000000 Penalty: 5323.113281
	Iteration 15Q: 3 clusters Score -8420868 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -8420958.000000 Penalty: 5323.113281
	Iteration 16Q: 3 clusters Score -8420958 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -8420993.000000 Penalty: 5323.113281
	Iteration 17Q: 3 clusters Score -8420993 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -8421046.000000 Penalty: 5323.113281
	Iteration 18Q: 3 clusters Score -8421046 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -8421049.000000 Penalty: 5323.113281
	Iteration 19Q: 3 clusters Score -8421049 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -8421096.000000 Penalty: 5323.113281
	Iteration 20F: 3 clusters Score -8421096 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -8421111.000000 Penalty: 5323.113281
	Iteration 21Q: 3 clusters Score -8421111 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -8421121.000000 Penalty: 5323.113281
	Iteration 22Q: 3 clusters Score -8421121 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8421138.000000 Penalty: 5323.113281
	Iteration 23Q: 3 clusters Score -8421138 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -8421152.000000 Penalty: 5323.113281
	Iteration 24Q: 3 clusters Score -8421152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -8421176.000000 Penalty: 5323.113281
	Iteration 25Q: 3 clusters Score -8421176 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -8421173.000000 Penalty: 5323.113281
	Iteration 26Q: 3 clusters Score -8421173 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -8421170.000000 Penalty: 5323.113281
	Iteration 27Q: 3 clusters Score -8421170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -8421189.000000 Penalty: 5323.113281
	Iteration 28Q: 3 clusters Score -8421189 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -8421213.000000 Penalty: 5323.113281
	Iteration 29Q: 3 clusters Score -8421213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -8421182.000000 Penalty: 5323.113281
	Iteration 30Q: 3 clusters Score -8421182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -8421188.000000 Penalty: 5323.113281
	Iteration 31Q: 3 clusters Score -8421188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -8421195.000000 Penalty: 5323.113281
	Iteration 32Q: 3 clusters Score -8421195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -8421234.000000 Penalty: 5323.113281
	Iteration 33Q: 3 clusters Score -8421234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -8421222.000000 Penalty: 5323.113281
	Iteration 34Q: 3 clusters Score -8421222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -8421224.000000 Penalty: 5323.113281
	Iteration 35Q: 3 clusters Score -8421224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -8421226.000000 Penalty: 5323.113281
	Iteration 36Q: 3 clusters Score -8421226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8421226.000000 Penalty: 5323.113281
	Iteration 37Q: 3 clusters Score -8421226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -8421220.000000 Penalty: 5323.113281
	Iteration 38Q: 3 clusters Score -8421220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8421208.000000 Penalty: 5323.113281
	Iteration 39Q: 3 clusters Score -8421208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -8421211.000000 Penalty: 5323.113281
	Iteration 40F: 3 clusters Score -8421211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -8421204.000000 Penalty: 5323.113281
	Iteration 41Q: 3 clusters Score -8421204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8421200.000000 Penalty: 5323.113281
	Iteration 42Q: 3 clusters Score -8421200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -8421197.000000 Penalty: 5323.113281
	Iteration 43Q: 3 clusters Score -8421197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -8421201.000000 Penalty: 5323.113281
	Iteration 44Q: 3 clusters Score -8421201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8421192.000000 Penalty: 5323.113281
	Iteration 45Q: 3 clusters Score -8421192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -8421198.000000 Penalty: 5323.113281
	Iteration 46Q: 3 clusters Score -8421198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -8421208.000000 Penalty: 5323.113281
	Iteration 47Q: 3 clusters Score -8421208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -8421217.000000 Penalty: 5323.113281
	Iteration 48Q: 3 clusters Score -8421217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -8421215.000000 Penalty: 5323.113281
	Iteration 49Q: 3 clusters Score -8421215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8421223.000000 Penalty: 5323.113281
	Iteration 50Q: 3 clusters Score -8421223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -8421231.000000 Penalty: 5323.113281
	Iteration 51Q: 3 clusters Score -8421231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8421217.000000 Penalty: 5323.113281
	Iteration 52Q: 3 clusters Score -8421217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8421225.000000 Penalty: 5323.113281
	Iteration 53Q: 3 clusters Score -8421225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8421224.000000 Penalty: 5323.113281
	Iteration 54Q: 3 clusters Score -8421224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -8421226.000000 Penalty: 5323.113281
	Iteration 55Q: 3 clusters Score -8421226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -8421228.000000 Penalty: 5323.113281
	Iteration 56Q: 3 clusters Score -8421228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8421230.000000 Penalty: 5323.113281
	Iteration 57Q: 3 clusters Score -8421230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8421238.000000 Penalty: 5323.113281
	Iteration 58Q: 3 clusters Score -8421238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8421239.000000 Penalty: 5323.113281
	Iteration 59Q: 3 clusters Score -8421239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8421249.000000 Penalty: 5323.113281
	Iteration 60F: 3 clusters Score -8421249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8421253.000000 Penalty: 5323.113281
	Iteration 61Q: 3 clusters Score -8421253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -8421237.000000 Penalty: 5323.113281
	Iteration 62Q: 3 clusters Score -8421237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -8421229.000000 Penalty: 5323.113281
	Iteration 63Q: 3 clusters Score -8421229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8421225.000000 Penalty: 5323.113281
	Iteration 64Q: 3 clusters Score -8421225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8421227.000000 Penalty: 5323.113281
	Iteration 65Q: 3 clusters Score -8421227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8421229.000000 Penalty: 5323.113281
	Iteration 66Q: 3 clusters Score -8421229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -8421235.000000 Penalty: 5323.113281
	Iteration 67Q: 3 clusters Score -8421235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -8421237.000000 Penalty: 5323.113281
	Iteration 68Q: 3 clusters Score -8421237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8421238.000000 Penalty: 5323.113281
	Iteration 69Q: 3 clusters Score -8421238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -8421230.000000 Penalty: 5323.113281
	Iteration 70Q: 3 clusters Score -8421230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -8421227.000000 Penalty: 5323.113281
	Iteration 71Q: 3 clusters Score -8421227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -8421225.000000 Penalty: 5323.113281
	Iteration 72Q: 3 clusters Score -8421225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8421231.000000 Penalty: 5323.113281
	Iteration 73Q: 3 clusters Score -8421231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8421229.000000 Penalty: 5323.113281
	Iteration 74Q: 3 clusters Score -8421229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -8421225.000000 Penalty: 5323.113281
	Iteration 75Q: 3 clusters Score -8421225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -8421218.000000 Penalty: 5323.113281
	Iteration 76Q: 3 clusters Score -8421218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8421218.000000 Penalty: 5323.113281
	Iteration 77Q: 3 clusters Score -8421218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8421217.000000 Penalty: 5323.113281
	Iteration 78Q: 3 clusters Score -8421217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -8421215.000000 Penalty: 5323.113281
	Iteration 79Q: 3 clusters Score -8421215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8421214.000000 Penalty: 5323.113281
	Iteration 80F: 3 clusters Score -8421214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -8421206.000000 Penalty: 5323.113281
	Iteration 81Q: 3 clusters Score -8421206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -8421210.000000 Penalty: 5323.113281
	Iteration 82Q: 3 clusters Score -8421210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8421218.000000 Penalty: 5323.113281
	Iteration 83Q: 3 clusters Score -8421218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8421217.000000 Penalty: 5323.113281
	Iteration 84Q: 3 clusters Score -8421217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8421211.000000 Penalty: 5323.113281
	Iteration 85Q: 3 clusters Score -8421211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -8421212.000000 Penalty: 5323.113281
	Iteration 86Q: 3 clusters Score -8421212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8421211.000000 Penalty: 5323.113281
	Iteration 87Q: 3 clusters Score -8421211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8421213.000000 Penalty: 5323.113281
	Iteration 88Q: 3 clusters Score -8421213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8421213.000000 Penalty: 5323.113281
	Iteration 89F: 3 clusters Score -8421213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Entering Unmasked Estep 
Score: -9212794.000000 Penalty: 2680.371338
	Iteration 0F: 2 clusters Score -9212794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -9183013.000000 Penalty: 5360.742676
	Iteration 0F: 3 clusters Score -9183013 nChanged 22763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -9195388.000000 Penalty: 5360.742676
	Iteration 1F: 3 clusters Score -9195388 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -9195818.000000 Penalty: 5360.742676
	Iteration 2Q: 3 clusters Score -9195818 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -9196227.000000 Penalty: 5360.742676
	Iteration 3Q: 3 clusters Score -9196227 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -9196577.000000 Penalty: 5360.742676
	Iteration 4Q: 3 clusters Score -9196577 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -9196924.000000 Penalty: 5360.742676
	Iteration 5Q: 3 clusters Score -9196924 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -9197318.000000 Penalty: 5360.742676
	Iteration 6Q: 3 clusters Score -9197318 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -9197758.000000 Penalty: 5360.742676
	Iteration 7Q: 3 clusters Score -9197758 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -9198331.000000 Penalty: 5360.742676
	Iteration 8Q: 3 clusters Score -9198331 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -9199105.000000 Penalty: 5360.742676
	Iteration 9Q: 3 clusters Score -9199105 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -9200447.000000 Penalty: 5360.742676
	Iteration 10Q: 3 clusters Score -9200447 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -9202171.000000 Penalty: 5360.742676
	Iteration 11F: 3 clusters Score -9202171 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -9204111.000000 Penalty: 5360.742676
	Iteration 12F: 3 clusters Score -9204111 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -9205586.000000 Penalty: 5360.742676
	Iteration 13Q: 3 clusters Score -9205586 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -9206261.000000 Penalty: 5360.742676
	Iteration 14Q: 3 clusters Score -9206261 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -9206681.000000 Penalty: 5360.742676
	Iteration 15Q: 3 clusters Score -9206681 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -9207001.000000 Penalty: 5360.742676
	Iteration 16Q: 3 clusters Score -9207001 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -9207335.000000 Penalty: 5360.742676
	Iteration 17Q: 3 clusters Score -9207335 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -9207678.000000 Penalty: 5360.742676
	Iteration 18Q: 3 clusters Score -9207678 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -9208041.000000 Penalty: 5360.742676
	Iteration 19Q: 3 clusters Score -9208041 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -9208492.000000 Penalty: 5360.742676
	Iteration 20F: 3 clusters Score -9208492 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -9208926.000000 Penalty: 5360.742676
	Iteration 21Q: 3 clusters Score -9208926 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -9209303.000000 Penalty: 5360.742676
	Iteration 22Q: 3 clusters Score -9209303 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -9209659.000000 Penalty: 5360.742676
	Iteration 23Q: 3 clusters Score -9209659 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -9209902.000000 Penalty: 5360.742676
	Iteration 24Q: 3 clusters Score -9209902 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -9210171.000000 Penalty: 5360.742676
	Iteration 25Q: 3 clusters Score -9210171 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -9210290.000000 Penalty: 5360.742676
	Iteration 26Q: 3 clusters Score -9210290 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9210371.000000 Penalty: 5360.742676
	Iteration 27Q: 3 clusters Score -9210371 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9210416.000000 Penalty: 5360.742676
	Iteration 28Q: 3 clusters Score -9210416 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9210460.000000 Penalty: 5360.742676
	Iteration 29Q: 3 clusters Score -9210460 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9210476.000000 Penalty: 5360.742676
	Iteration 30Q: 3 clusters Score -9210476 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9210518.000000 Penalty: 5360.742676
	Iteration 31Q: 3 clusters Score -9210518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9210539.000000 Penalty: 5360.742676
	Iteration 32Q: 3 clusters Score -9210539 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9210586.000000 Penalty: 5360.742676
	Iteration 33Q: 3 clusters Score -9210586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9210624.000000 Penalty: 5360.742676
	Iteration 34Q: 3 clusters Score -9210624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9210641.000000 Penalty: 5360.742676
	Iteration 35Q: 3 clusters Score -9210641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9210649.000000 Penalty: 5360.742676
	Iteration 36Q: 3 clusters Score -9210649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9210653.000000 Penalty: 5360.742676
	Iteration 37Q: 3 clusters Score -9210653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9210662.000000 Penalty: 5360.742676
	Iteration 38Q: 3 clusters Score -9210662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9210668.000000 Penalty: 5360.742676
	Iteration 39Q: 3 clusters Score -9210668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9210668.000000 Penalty: 5360.742676
	Iteration 40F: 3 clusters Score -9210668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Entering Unmasked Estep 
Score: -8240872.000000 Penalty: 2654.019775
	Iteration 0F: 2 clusters Score -8240872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -8211757.000000 Penalty: 5308.039551
	Iteration 0F: 3 clusters Score -8211757 nChanged 20307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -8223119.000000 Penalty: 5308.039551
	Iteration 1F: 3 clusters Score -8223119 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -8223735.000000 Penalty: 5308.039551
	Iteration 2Q: 3 clusters Score -8223735 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -8224415.500000 Penalty: 5308.039551
	Iteration 3Q: 3 clusters Score -8224416 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -8225362.500000 Penalty: 5308.039551
	Iteration 4Q: 3 clusters Score -8225362 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8226582.500000 Penalty: 5308.039551
	Iteration 5Q: 3 clusters Score -8226582 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -8228407.500000 Penalty: 5308.039551
	Iteration 6F: 3 clusters Score -8228408 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -8230883.500000 Penalty: 5308.039551
	Iteration 7F: 3 clusters Score -8230884 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -8233822.000000 Penalty: 5308.039551
	Iteration 8F: 3 clusters Score -8233822 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -8235977.500000 Penalty: 5308.039551
	Iteration 9F: 3 clusters Score -8235978 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -8236988.500000 Penalty: 5308.039551
	Iteration 10Q: 3 clusters Score -8236988 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -8237416.500000 Penalty: 5308.039551
	Iteration 11Q: 3 clusters Score -8237416 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -8237761.000000 Penalty: 5308.039551
	Iteration 12Q: 3 clusters Score -8237761 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -8237951.500000 Penalty: 5308.039551
	Iteration 13Q: 3 clusters Score -8237952 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -8238060.500000 Penalty: 5308.039551
	Iteration 14Q: 3 clusters Score -8238060 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -8238162.500000 Penalty: 5308.039551
	Iteration 15Q: 3 clusters Score -8238162 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -8238237.500000 Penalty: 5308.039551
	Iteration 16Q: 3 clusters Score -8238238 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -8238311.000000 Penalty: 5308.039551
	Iteration 17Q: 3 clusters Score -8238311 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -8238354.500000 Penalty: 5308.039551
	Iteration 18Q: 3 clusters Score -8238354 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -8238419.500000 Penalty: 5308.039551
	Iteration 19Q: 3 clusters Score -8238420 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -8238427.500000 Penalty: 5308.039551
	Iteration 20F: 3 clusters Score -8238428 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -8238442.000000 Penalty: 5308.039551
	Iteration 21Q: 3 clusters Score -8238442 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -8238465.000000 Penalty: 5308.039551
	Iteration 22Q: 3 clusters Score -8238465 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -8238454.500000 Penalty: 5308.039551
	Iteration 23Q: 3 clusters Score -8238454 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -8238478.000000 Penalty: 5308.039551
	Iteration 24Q: 3 clusters Score -8238478 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -8238514.500000 Penalty: 5308.039551
	Iteration 25Q: 3 clusters Score -8238514 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -8238524.000000 Penalty: 5308.039551
	Iteration 26Q: 3 clusters Score -8238524 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -8238546.500000 Penalty: 5308.039551
	Iteration 27Q: 3 clusters Score -8238546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -8238580.500000 Penalty: 5308.039551
	Iteration 28Q: 3 clusters Score -8238580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -8238610.500000 Penalty: 5308.039551
	Iteration 29Q: 3 clusters Score -8238610 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -8238654.500000 Penalty: 5308.039551
	Iteration 30Q: 3 clusters Score -8238654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -8238647.000000 Penalty: 5308.039551
	Iteration 31Q: 3 clusters Score -8238647 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -8238661.000000 Penalty: 5308.039551
	Iteration 32Q: 3 clusters Score -8238661 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -8238676.000000 Penalty: 5308.039551
	Iteration 33Q: 3 clusters Score -8238676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -8238663.000000 Penalty: 5308.039551
	Iteration 34Q: 3 clusters Score -8238663 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -8238693.500000 Penalty: 5308.039551
	Iteration 35Q: 3 clusters Score -8238694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -8238717.500000 Penalty: 5308.039551
	Iteration 36Q: 3 clusters Score -8238718 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -8238710.000000 Penalty: 5308.039551
	Iteration 37Q: 3 clusters Score -8238710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -8238721.500000 Penalty: 5308.039551
	Iteration 38Q: 3 clusters Score -8238722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -8238737.000000 Penalty: 5308.039551
	Iteration 39Q: 3 clusters Score -8238737 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -8238759.500000 Penalty: 5308.039551
	Iteration 40F: 3 clusters Score -8238760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -8238773.500000 Penalty: 5308.039551
	Iteration 41Q: 3 clusters Score -8238774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -8238795.000000 Penalty: 5308.039551
	Iteration 42Q: 3 clusters Score -8238795 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -8238793.500000 Penalty: 5308.039551
	Iteration 43Q: 3 clusters Score -8238794 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -8238832.000000 Penalty: 5308.039551
	Iteration 44Q: 3 clusters Score -8238832 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -8238830.000000 Penalty: 5308.039551
	Iteration 45Q: 3 clusters Score -8238830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -8238832.500000 Penalty: 5308.039551
	Iteration 46Q: 3 clusters Score -8238832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -8238832.000000 Penalty: 5308.039551
	Iteration 47Q: 3 clusters Score -8238832 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -8238845.000000 Penalty: 5308.039551
	Iteration 48Q: 3 clusters Score -8238845 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -8238867.500000 Penalty: 5308.039551
	Iteration 49Q: 3 clusters Score -8238868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -8238867.500000 Penalty: 5308.039551
	Iteration 50Q: 3 clusters Score -8238868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -8238898.000000 Penalty: 5308.039551
	Iteration 51Q: 3 clusters Score -8238898 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -8238908.500000 Penalty: 5308.039551
	Iteration 52Q: 3 clusters Score -8238908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -8238904.000000 Penalty: 5308.039551
	Iteration 53Q: 3 clusters Score -8238904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -8238935.500000 Penalty: 5308.039551
	Iteration 54Q: 3 clusters Score -8238936 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -8238941.000000 Penalty: 5308.039551
	Iteration 55Q: 3 clusters Score -8238941 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -8238952.500000 Penalty: 5308.039551
	Iteration 56Q: 3 clusters Score -8238952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -8238958.000000 Penalty: 5308.039551
	Iteration 57Q: 3 clusters Score -8238958 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -8238979.000000 Penalty: 5308.039551
	Iteration 58Q: 3 clusters Score -8238979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -8238988.500000 Penalty: 5308.039551
	Iteration 59Q: 3 clusters Score -8238988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -8239009.000000 Penalty: 5308.039551
	Iteration 60F: 3 clusters Score -8239009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -8239011.000000 Penalty: 5308.039551
	Iteration 61Q: 3 clusters Score -8239011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -8239009.500000 Penalty: 5308.039551
	Iteration 62Q: 3 clusters Score -8239010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -8239037.500000 Penalty: 5308.039551
	Iteration 63Q: 3 clusters Score -8239038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -8239060.500000 Penalty: 5308.039551
	Iteration 64Q: 3 clusters Score -8239060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -8239063.500000 Penalty: 5308.039551
	Iteration 65Q: 3 clusters Score -8239064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -8239070.500000 Penalty: 5308.039551
	Iteration 66Q: 3 clusters Score -8239070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -8239070.000000 Penalty: 5308.039551
	Iteration 67Q: 3 clusters Score -8239070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -8239080.000000 Penalty: 5308.039551
	Iteration 68Q: 3 clusters Score -8239080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -8239086.500000 Penalty: 5308.039551
	Iteration 69Q: 3 clusters Score -8239086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -8239079.500000 Penalty: 5308.039551
	Iteration 70Q: 3 clusters Score -8239080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -8239079.500000 Penalty: 5308.039551
	Iteration 71Q: 3 clusters Score -8239080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -8239098.500000 Penalty: 5308.039551
	Iteration 72Q: 3 clusters Score -8239098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -8239104.500000 Penalty: 5308.039551
	Iteration 73Q: 3 clusters Score -8239104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -8239097.500000 Penalty: 5308.039551
	Iteration 74Q: 3 clusters Score -8239098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -8239090.500000 Penalty: 5308.039551
	Iteration 75Q: 3 clusters Score -8239090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -8239089.500000 Penalty: 5308.039551
	Iteration 76Q: 3 clusters Score -8239090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -8239098.000000 Penalty: 5308.039551
	Iteration 77Q: 3 clusters Score -8239098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -8239101.500000 Penalty: 5308.039551
	Iteration 78Q: 3 clusters Score -8239102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -8239097.000000 Penalty: 5308.039551
	Iteration 79Q: 3 clusters Score -8239097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -8239094.500000 Penalty: 5308.039551
	Iteration 80F: 3 clusters Score -8239094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -8239103.500000 Penalty: 5308.039551
	Iteration 81Q: 3 clusters Score -8239104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -8239121.500000 Penalty: 5308.039551
	Iteration 82Q: 3 clusters Score -8239122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -8239118.000000 Penalty: 5308.039551
	Iteration 83Q: 3 clusters Score -8239118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -8239118.000000 Penalty: 5308.039551
	Iteration 84Q: 3 clusters Score -8239118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -8239133.500000 Penalty: 5308.039551
	Iteration 85Q: 3 clusters Score -8239134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -8239130.000000 Penalty: 5308.039551
	Iteration 86Q: 3 clusters Score -8239130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -8239146.000000 Penalty: 5308.039551
	Iteration 87Q: 3 clusters Score -8239146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -8239154.000000 Penalty: 5308.039551
	Iteration 88Q: 3 clusters Score -8239154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -8239153.500000 Penalty: 5308.039551
	Iteration 89Q: 3 clusters Score -8239154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -8239172.500000 Penalty: 5308.039551
	Iteration 90Q: 3 clusters Score -8239172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -8239167.500000 Penalty: 5308.039551
	Iteration 91Q: 3 clusters Score -8239168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -8239156.500000 Penalty: 5308.039551
	Iteration 92Q: 3 clusters Score -8239156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -8239174.000000 Penalty: 5308.039551
	Iteration 93Q: 3 clusters Score -8239174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -8239169.500000 Penalty: 5308.039551
	Iteration 94Q: 3 clusters Score -8239170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -8239187.000000 Penalty: 5308.039551
	Iteration 95Q: 3 clusters Score -8239187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -8239184.500000 Penalty: 5308.039551
	Iteration 96Q: 3 clusters Score -8239184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -8239189.000000 Penalty: 5308.039551
	Iteration 97Q: 3 clusters Score -8239189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -8239185.500000 Penalty: 5308.039551
	Iteration 98Q: 3 clusters Score -8239186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -8239168.500000 Penalty: 5308.039551
	Iteration 99Q: 3 clusters Score -8239168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -8239172.500000 Penalty: 5308.039551
	Iteration 100F: 3 clusters Score -8239172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -8239184.500000 Penalty: 5308.039551
	Iteration 101Q: 3 clusters Score -8239184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -8239199.000000 Penalty: 5308.039551
	Iteration 102Q: 3 clusters Score -8239199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -8239194.000000 Penalty: 5308.039551
	Iteration 103Q: 3 clusters Score -8239194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -8239194.500000 Penalty: 5308.039551
	Iteration 104Q: 3 clusters Score -8239194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -8239203.000000 Penalty: 5308.039551
	Iteration 105Q: 3 clusters Score -8239203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -8239216.000000 Penalty: 5308.039551
	Iteration 106Q: 3 clusters Score -8239216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -8239213.000000 Penalty: 5308.039551
	Iteration 107Q: 3 clusters Score -8239213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -8239234.500000 Penalty: 5308.039551
	Iteration 108Q: 3 clusters Score -8239234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -8239243.000000 Penalty: 5308.039551
	Iteration 109Q: 3 clusters Score -8239243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -8239232.000000 Penalty: 5308.039551
	Iteration 110Q: 3 clusters Score -8239232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -8239246.500000 Penalty: 5308.039551
	Iteration 111Q: 3 clusters Score -8239246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -8239235.500000 Penalty: 5308.039551
	Iteration 112Q: 3 clusters Score -8239236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -8239234.500000 Penalty: 5308.039551
	Iteration 113Q: 3 clusters Score -8239234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -8239245.500000 Penalty: 5308.039551
	Iteration 114Q: 3 clusters Score -8239246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -8239239.500000 Penalty: 5308.039551
	Iteration 115Q: 3 clusters Score -8239240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -8239247.000000 Penalty: 5308.039551
	Iteration 116Q: 3 clusters Score -8239247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -8239249.500000 Penalty: 5308.039551
	Iteration 117Q: 3 clusters Score -8239250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -8239252.000000 Penalty: 5308.039551
	Iteration 118Q: 3 clusters Score -8239252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -8239247.500000 Penalty: 5308.039551
	Iteration 119Q: 3 clusters Score -8239248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -8239260.500000 Penalty: 5308.039551
	Iteration 120F: 3 clusters Score -8239260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -8239261.500000 Penalty: 5308.039551
	Iteration 121Q: 3 clusters Score -8239262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -8239262.000000 Penalty: 5308.039551
	Iteration 122Q: 3 clusters Score -8239262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -8239259.500000 Penalty: 5308.039551
	Iteration 123Q: 3 clusters Score -8239260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -8239251.500000 Penalty: 5308.039551
	Iteration 124Q: 3 clusters Score -8239252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -8239240.500000 Penalty: 5308.039551
	Iteration 125Q: 3 clusters Score -8239240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -8239242.000000 Penalty: 5308.039551
	Iteration 126Q: 3 clusters Score -8239242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -8239243.000000 Penalty: 5308.039551
	Iteration 127Q: 3 clusters Score -8239243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -8239245.500000 Penalty: 5308.039551
	Iteration 128Q: 3 clusters Score -8239246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -8239255.000000 Penalty: 5308.039551
	Iteration 129Q: 3 clusters Score -8239255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -8239252.000000 Penalty: 5308.039551
	Iteration 130Q: 3 clusters Score -8239252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -8239254.500000 Penalty: 5308.039551
	Iteration 131Q: 3 clusters Score -8239254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -8239251.500000 Penalty: 5308.039551
	Iteration 132Q: 3 clusters Score -8239252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -8239250.500000 Penalty: 5308.039551
	Iteration 133Q: 3 clusters Score -8239250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -8239254.500000 Penalty: 5308.039551
	Iteration 134Q: 3 clusters Score -8239254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -8239258.500000 Penalty: 5308.039551
	Iteration 135Q: 3 clusters Score -8239258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -8239271.000000 Penalty: 5308.039551
	Iteration 136Q: 3 clusters Score -8239271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -8239268.500000 Penalty: 5308.039551
	Iteration 137Q: 3 clusters Score -8239268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -8239287.000000 Penalty: 5308.039551
	Iteration 138Q: 3 clusters Score -8239287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -8239280.500000 Penalty: 5308.039551
	Iteration 139Q: 3 clusters Score -8239280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -8239293.000000 Penalty: 5308.039551
	Iteration 140F: 3 clusters Score -8239293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -8239296.000000 Penalty: 5308.039551
	Iteration 141Q: 3 clusters Score -8239296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -8239302.500000 Penalty: 5308.039551
	Iteration 142Q: 3 clusters Score -8239302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -8239302.500000 Penalty: 5308.039551
	Iteration 143Q: 3 clusters Score -8239302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -8239290.500000 Penalty: 5308.039551
	Iteration 144Q: 3 clusters Score -8239290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -8239298.000000 Penalty: 5308.039551
	Iteration 145Q: 3 clusters Score -8239298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -8239281.500000 Penalty: 5308.039551
	Iteration 146Q: 3 clusters Score -8239282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -8239292.000000 Penalty: 5308.039551
	Iteration 147Q: 3 clusters Score -8239292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -8239301.500000 Penalty: 5308.039551
	Iteration 148Q: 3 clusters Score -8239302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -8239297.500000 Penalty: 5308.039551
	Iteration 149Q: 3 clusters Score -8239298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -8239296.500000 Penalty: 5308.039551
	Iteration 150Q: 3 clusters Score -8239296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -8239295.500000 Penalty: 5308.039551
	Iteration 151Q: 3 clusters Score -8239296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -8239294.500000 Penalty: 5308.039551
	Iteration 152Q: 3 clusters Score -8239294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -8239297.000000 Penalty: 5308.039551
	Iteration 153Q: 3 clusters Score -8239297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -8239289.000000 Penalty: 5308.039551
	Iteration 154Q: 3 clusters Score -8239289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -8239287.000000 Penalty: 5308.039551
	Iteration 155Q: 3 clusters Score -8239287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -8239299.000000 Penalty: 5308.039551
	Iteration 156Q: 3 clusters Score -8239299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -8239300.000000 Penalty: 5308.039551
	Iteration 157Q: 3 clusters Score -8239300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -8239299.000000 Penalty: 5308.039551
	Iteration 158Q: 3 clusters Score -8239299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -8239299.500000 Penalty: 5308.039551
	Iteration 159Q: 3 clusters Score -8239300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -8239290.500000 Penalty: 5308.039551
	Iteration 160F: 3 clusters Score -8239290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -8239295.500000 Penalty: 5308.039551
	Iteration 161Q: 3 clusters Score -8239296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -8239301.500000 Penalty: 5308.039551
	Iteration 162Q: 3 clusters Score -8239302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -8239296.500000 Penalty: 5308.039551
	Iteration 163Q: 3 clusters Score -8239296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -8239300.500000 Penalty: 5308.039551
	Iteration 164Q: 3 clusters Score -8239300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -8239301.000000 Penalty: 5308.039551
	Iteration 165Q: 3 clusters Score -8239301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -8239303.000000 Penalty: 5308.039551
	Iteration 166Q: 3 clusters Score -8239303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -8239303.500000 Penalty: 5308.039551
	Iteration 167Q: 3 clusters Score -8239304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -8239306.500000 Penalty: 5308.039551
	Iteration 168Q: 3 clusters Score -8239306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -8239307.000000 Penalty: 5308.039551
	Iteration 169Q: 3 clusters Score -8239307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -8239302.000000 Penalty: 5308.039551
	Iteration 170Q: 3 clusters Score -8239302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -8239300.000000 Penalty: 5308.039551
	Iteration 171Q: 3 clusters Score -8239300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -8239305.000000 Penalty: 5308.039551
	Iteration 172Q: 3 clusters Score -8239305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -8239310.500000 Penalty: 5308.039551
	Iteration 173Q: 3 clusters Score -8239310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -8239303.500000 Penalty: 5308.039551
	Iteration 174Q: 3 clusters Score -8239304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -8239303.500000 Penalty: 5308.039551
	Iteration 175Q: 3 clusters Score -8239304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -8239303.500000 Penalty: 5308.039551
	Iteration 176F: 3 clusters Score -8239304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -104991.929688 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -104991.9 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 400 members 
Entering Unmasked Estep 
Score: -103314.921875 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -103314.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103829.242188 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -103829.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104028.515625 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -104028.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104160.492188 Penalty: 3303.645264
	Iteration 3F: 3 clusters Score -104160.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104280.375000 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -104280.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104370.734375 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -104370.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104451.445312 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -104451.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104486.710938 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -104486.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104511.679688 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -104511.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104527.101562 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -104527.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104527.101562 Penalty: 3303.645264
	Iteration 10F: 3 clusters Score -104527.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Entering Unmasked Estep 
Score: -8901671.000000 Penalty: 2671.740723
	Iteration 0F: 2 clusters Score -8901671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -8871439.000000 Penalty: 5343.481445
	Iteration 0F: 3 clusters Score -8871439 nChanged 21893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -8883507.000000 Penalty: 5343.481445
	Iteration 1F: 3 clusters Score -8883507 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -8884012.000000 Penalty: 5343.481445
	Iteration 2Q: 3 clusters Score -8884012 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -8884498.000000 Penalty: 5343.481445
	Iteration 3Q: 3 clusters Score -8884498 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -8885074.000000 Penalty: 5343.481445
	Iteration 4Q: 3 clusters Score -8885074 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -8885970.000000 Penalty: 5343.481445
	Iteration 5Q: 3 clusters Score -8885970 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -8887419.000000 Penalty: 5343.481445
	Iteration 6F: 3 clusters Score -8887419 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -8889759.000000 Penalty: 5343.481445
	Iteration 7F: 3 clusters Score -8889759 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -8892922.000000 Penalty: 5343.481445
	Iteration 8F: 3 clusters Score -8892922 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -8896031.000000 Penalty: 5343.481445
	Iteration 9F: 3 clusters Score -8896031 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8897855.000000 Penalty: 5343.481445
	Iteration 10F: 3 clusters Score -8897855 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8898734.000000 Penalty: 5343.481445
	Iteration 11Q: 3 clusters Score -8898734 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8899055.000000 Penalty: 5343.481445
	Iteration 12Q: 3 clusters Score -8899055 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8899196.000000 Penalty: 5343.481445
	Iteration 13Q: 3 clusters Score -8899196 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8899296.000000 Penalty: 5343.481445
	Iteration 14Q: 3 clusters Score -8899296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8899330.000000 Penalty: 5343.481445
	Iteration 15Q: 3 clusters Score -8899330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8899353.000000 Penalty: 5343.481445
	Iteration 16Q: 3 clusters Score -8899353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8899373.000000 Penalty: 5343.481445
	Iteration 17Q: 3 clusters Score -8899373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8899393.000000 Penalty: 5343.481445
	Iteration 18Q: 3 clusters Score -8899393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8899413.000000 Penalty: 5343.481445
	Iteration 19Q: 3 clusters Score -8899413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8899426.000000 Penalty: 5343.481445
	Iteration 20F: 3 clusters Score -8899426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8899423.000000 Penalty: 5343.481445
	Iteration 21Q: 3 clusters Score -8899423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8899436.000000 Penalty: 5343.481445
	Iteration 22Q: 3 clusters Score -8899436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8899443.000000 Penalty: 5343.481445
	Iteration 23Q: 3 clusters Score -8899443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8899446.000000 Penalty: 5343.481445
	Iteration 24Q: 3 clusters Score -8899446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8899438.000000 Penalty: 5343.481445
	Iteration 25Q: 3 clusters Score -8899438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8899438.000000 Penalty: 5343.481445
	Iteration 26Q: 3 clusters Score -8899438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8899442.000000 Penalty: 5343.481445
	Iteration 27Q: 3 clusters Score -8899442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8899446.000000 Penalty: 5343.481445
	Iteration 28Q: 3 clusters Score -8899446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8899451.000000 Penalty: 5343.481445
	Iteration 29Q: 3 clusters Score -8899451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8899451.000000 Penalty: 5343.481445
	Iteration 30F: 3 clusters Score -8899451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -24877.449219 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -24877.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23765.484375 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -23765.48 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24002.175781 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -24002.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24070.621094 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -24070.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24132.486328 Penalty: 2856.415283
	Iteration 3F: 3 clusters Score -24132.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24219.443359 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -24219.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24253.390625 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -24253.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24296.601562 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -24296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24334.775391 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -24334.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24349.750000 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -24349.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24355.136719 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -24355.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24365.398438 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -24365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24437.339844 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -24437.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24451.544922 Penalty: 2856.415283
	Iteration 12Q: 3 clusters Score -24451.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24453.386719 Penalty: 2856.415283
	Iteration 13F: 3 clusters Score -24453.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24471.904297 Penalty: 2856.415283
	Iteration 14Q: 3 clusters Score -24471.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24471.904297 Penalty: 2856.415283
	Iteration 15F: 3 clusters Score -24471.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -302861.218750 Penalty: 1856.262695
	Iteration 0F: 2 clusters Score -302861.2 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 905 members 
Entering Unmasked Estep 
Score: -300395.750000 Penalty: 3712.525391
	Iteration 0F: 3 clusters Score -300395.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -300956.937500 Penalty: 3712.525391
	Iteration 1F: 3 clusters Score -300956.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -301182.812500 Penalty: 3712.525391
	Iteration 2F: 3 clusters Score -301182.8 nChanged 109
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: -301334.562500 Penalty: 3712.525391
	Iteration 3F: 3 clusters Score -301334.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -301428.593750 Penalty: 3712.525391
	Iteration 4Q: 3 clusters Score -301428.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -301522.031250 Penalty: 3712.525391
	Iteration 5Q: 3 clusters Score -301522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -301631.937500 Penalty: 3712.525391
	Iteration 6Q: 3 clusters Score -301631.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -301756.906250 Penalty: 3712.525391
	Iteration 7Q: 3 clusters Score -301756.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -301936.968750 Penalty: 3712.525391
	Iteration 8Q: 3 clusters Score -301937 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -302111.000000 Penalty: 3712.525391
	Iteration 9Q: 3 clusters Score -302111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -302239.281250 Penalty: 3712.525391
	Iteration 10Q: 3 clusters Score -302239.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -302310.062500 Penalty: 3712.525391
	Iteration 11Q: 3 clusters Score -302310.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -302344.500000 Penalty: 3712.525391
	Iteration 12Q: 3 clusters Score -302344.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -302369.531250 Penalty: 3712.525391
	Iteration 13Q: 3 clusters Score -302369.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -302379.031250 Penalty: 3712.525391
	Iteration 14Q: 3 clusters Score -302379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -302384.812500 Penalty: 3712.525391
	Iteration 15Q: 3 clusters Score -302384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -302390.781250 Penalty: 3712.525391
	Iteration 16Q: 3 clusters Score -302390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -302394.968750 Penalty: 3712.525391
	Iteration 17Q: 3 clusters Score -302395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -302399.718750 Penalty: 3712.525391
	Iteration 18Q: 3 clusters Score -302399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -302401.281250 Penalty: 3712.525391
	Iteration 19Q: 3 clusters Score -302401.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -302401.281250 Penalty: 3712.525391
	Iteration 20F: 3 clusters Score -302401.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -127343.265625 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -127343.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -125642.765625 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -125642.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -125911.406250 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -125911.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -125994.109375 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -125994.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126080.093750 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -126080.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -126167.070312 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -126167.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -126286.210938 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -126286.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -126421.570312 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -126421.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126593.359375 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -126593.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -126724.132812 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -126724.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126802.023438 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -126802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -126882.125000 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -126882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -127012.789062 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -127012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127154.601562 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -127154.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127306.078125 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -127306.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127384.039062 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -127384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127449.085938 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -127449.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -127524.210938 Penalty: 3272.860352
	Iteration 16Q: 3 clusters Score -127524.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127596.875000 Penalty: 3272.860352
	Iteration 17Q: 3 clusters Score -127596.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127664.578125 Penalty: 3272.860352
	Iteration 18Q: 3 clusters Score -127664.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -127700.015625 Penalty: 3272.860352
	Iteration 19Q: 3 clusters Score -127700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -127721.867188 Penalty: 3272.860352
	Iteration 20F: 3 clusters Score -127721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127735.914062 Penalty: 3272.860352
	Iteration 21Q: 3 clusters Score -127735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -127744.867188 Penalty: 3272.860352
	Iteration 22Q: 3 clusters Score -127744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -127756.812500 Penalty: 3272.860352
	Iteration 23Q: 3 clusters Score -127756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -127758.585938 Penalty: 3272.860352
	Iteration 24Q: 3 clusters Score -127758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -127759.414062 Penalty: 3272.860352
	Iteration 25Q: 3 clusters Score -127759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -127759.414062 Penalty: 3272.860352
	Iteration 26F: 3 clusters Score -127759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44548 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45802 members 
Mstep: Class 6 contains 49412 members 
Mstep: Class 7 contains 44431 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47722 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 30082 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42552 members 
Mstep: Class 17 contains 42830 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44397 members 
Mstep: Class 20 contains 45901 members 
Mstep: Class 21 contains 45473 members 
Mstep: Class 22 contains 47271 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45530 members 
Mstep: Class 25 contains 499 members 
Entering Unmasked Estep 
Score: -106693616.000000 Penalty: 82330.929688
Splitting cluster 12 changes total score from -106695136.000000 to -106693616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (30082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Entering Unmasked Estep 
Score: -5419210.500000 Penalty: 2557.297363
	Iteration 0F: 2 clusters Score -5419210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -5398729.500000 Penalty: 5114.594727
	Iteration 0F: 3 clusters Score -5398730 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -5405919.500000 Penalty: 5114.594727
	Iteration 1F: 3 clusters Score -5405920 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -5406334.000000 Penalty: 5114.594727
	Iteration 2Q: 3 clusters Score -5406334 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5406729.500000 Penalty: 5114.594727
	Iteration 3Q: 3 clusters Score -5406730 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -5407090.000000 Penalty: 5114.594727
	Iteration 4Q: 3 clusters Score -5407090 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5407524.500000 Penalty: 5114.594727
	Iteration 5Q: 3 clusters Score -5407524 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -5407913.500000 Penalty: 5114.594727
	Iteration 6Q: 3 clusters Score -5407914 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -5408288.500000 Penalty: 5114.594727
	Iteration 7Q: 3 clusters Score -5408288 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -5408671.000000 Penalty: 5114.594727
	Iteration 8Q: 3 clusters Score -5408671 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -5409087.500000 Penalty: 5114.594727
	Iteration 9Q: 3 clusters Score -5409088 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -5409627.500000 Penalty: 5114.594727
	Iteration 10Q: 3 clusters Score -5409628 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -5410216.000000 Penalty: 5114.594727
	Iteration 11Q: 3 clusters Score -5410216 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -5410967.500000 Penalty: 5114.594727
	Iteration 12Q: 3 clusters Score -5410968 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5411892.000000 Penalty: 5114.594727
	Iteration 13Q: 3 clusters Score -5411892 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -5412856.500000 Penalty: 5114.594727
	Iteration 14Q: 3 clusters Score -5412856 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -5413843.000000 Penalty: 5114.594727
	Iteration 15Q: 3 clusters Score -5413843 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -5414732.500000 Penalty: 5114.594727
	Iteration 16Q: 3 clusters Score -5414732 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -5415449.500000 Penalty: 5114.594727
	Iteration 17Q: 3 clusters Score -5415450 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -5415980.500000 Penalty: 5114.594727
	Iteration 18Q: 3 clusters Score -5415980 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -5416357.500000 Penalty: 5114.594727
	Iteration 19Q: 3 clusters Score -5416358 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -5416611.000000 Penalty: 5114.594727
	Iteration 20F: 3 clusters Score -5416611 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -5416761.000000 Penalty: 5114.594727
	Iteration 21Q: 3 clusters Score -5416761 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -5416843.000000 Penalty: 5114.594727
	Iteration 22Q: 3 clusters Score -5416843 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -5416925.000000 Penalty: 5114.594727
	Iteration 23Q: 3 clusters Score -5416925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -5416977.500000 Penalty: 5114.594727
	Iteration 24Q: 3 clusters Score -5416978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -5417006.000000 Penalty: 5114.594727
	Iteration 25Q: 3 clusters Score -5417006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -5417043.000000 Penalty: 5114.594727
	Iteration 26Q: 3 clusters Score -5417043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -5417065.500000 Penalty: 5114.594727
	Iteration 27Q: 3 clusters Score -5417066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -5417080.500000 Penalty: 5114.594727
	Iteration 28Q: 3 clusters Score -5417080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -5417107.000000 Penalty: 5114.594727
	Iteration 29Q: 3 clusters Score -5417107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -5417117.500000 Penalty: 5114.594727
	Iteration 30Q: 3 clusters Score -5417118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -5417130.000000 Penalty: 5114.594727
	Iteration 31Q: 3 clusters Score -5417130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -5417122.500000 Penalty: 5114.594727
	Iteration 32Q: 3 clusters Score -5417122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -5417127.000000 Penalty: 5114.594727
	Iteration 33Q: 3 clusters Score -5417127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -5417125.500000 Penalty: 5114.594727
	Iteration 34Q: 3 clusters Score -5417126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -5417134.000000 Penalty: 5114.594727
	Iteration 35Q: 3 clusters Score -5417134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -5417134.000000 Penalty: 5114.594727
	Iteration 36F: 3 clusters Score -5417134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -245481.531250 Penalty: 1782.351440
	Iteration 0F: 2 clusters Score -245481.5 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 670 members 
Entering Unmasked Estep 
Score: -243266.015625 Penalty: 3564.702881
	Iteration 0F: 3 clusters Score -243266 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -243601.500000 Penalty: 3564.702881
	Iteration 1F: 3 clusters Score -243601.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -243693.937500 Penalty: 3564.702881
	Iteration 2F: 3 clusters Score -243693.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -243748.468750 Penalty: 3564.702881
	Iteration 3Q: 3 clusters Score -243748.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -243773.812500 Penalty: 3564.702881
	Iteration 4Q: 3 clusters Score -243773.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -243780.281250 Penalty: 3564.702881
	Iteration 5Q: 3 clusters Score -243780.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -243784.625000 Penalty: 3564.702881
	Iteration 6Q: 3 clusters Score -243784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -243786.500000 Penalty: 3564.702881
	Iteration 7Q: 3 clusters Score -243786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -243789.640625 Penalty: 3564.702881
	Iteration 8Q: 3 clusters Score -243789.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -243792.296875 Penalty: 3564.702881
	Iteration 9Q: 3 clusters Score -243792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -243796.828125 Penalty: 3564.702881
	Iteration 10Q: 3 clusters Score -243796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -243798.671875 Penalty: 3564.702881
	Iteration 11Q: 3 clusters Score -243798.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -243800.078125 Penalty: 3564.702881
	Iteration 12Q: 3 clusters Score -243800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -243802.718750 Penalty: 3564.702881
	Iteration 13Q: 3 clusters Score -243802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -243804.140625 Penalty: 3564.702881
	Iteration 14Q: 3 clusters Score -243804.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -243804.140625 Penalty: 3564.702881
	Iteration 15F: 3 clusters Score -243804.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -141038.484375 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -141038.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -139203.406250 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -139203.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -139600.484375 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -139600.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -139742.500000 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -139742.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -139827.484375 Penalty: 3374.538574
	Iteration 3Q: 3 clusters Score -139827.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -139889.781250 Penalty: 3374.538574
	Iteration 4Q: 3 clusters Score -139889.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -139935.937500 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -139935.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -139963.437500 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -139963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -139979.156250 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -139979.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -139996.421875 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -139996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -140003.343750 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -140003.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -140008.437500 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -140008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -140010.203125 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -140010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -140016.125000 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -140016.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -140022.015625 Penalty: 3374.538574
	Iteration 13Q: 3 clusters Score -140022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -140024.843750 Penalty: 3374.538574
	Iteration 14Q: 3 clusters Score -140024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -140024.843750 Penalty: 3374.538574
	Iteration 15F: 3 clusters Score -140024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Entering Unmasked Estep 
Score: -7875968.000000 Penalty: 2643.303711
	Iteration 0F: 2 clusters Score -7875968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -7847493.000000 Penalty: 5286.607422
	Iteration 0F: 3 clusters Score -7847493 nChanged 19474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -7858144.500000 Penalty: 5286.607422
	Iteration 1F: 3 clusters Score -7858144 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -7858607.000000 Penalty: 5286.607422
	Iteration 2Q: 3 clusters Score -7858607 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -7859014.500000 Penalty: 5286.607422
	Iteration 3Q: 3 clusters Score -7859014 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -7859456.000000 Penalty: 5286.607422
	Iteration 4Q: 3 clusters Score -7859456 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -7859906.000000 Penalty: 5286.607422
	Iteration 5Q: 3 clusters Score -7859906 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -7860815.000000 Penalty: 5286.607422
	Iteration 6Q: 3 clusters Score -7860815 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -7862202.500000 Penalty: 5286.607422
	Iteration 7F: 3 clusters Score -7862202 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -7864323.500000 Penalty: 5286.607422
	Iteration 8F: 3 clusters Score -7864324 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -7867196.000000 Penalty: 5286.607422
	Iteration 9F: 3 clusters Score -7867196 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -7869826.500000 Penalty: 5286.607422
	Iteration 10F: 3 clusters Score -7869826 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -7871769.000000 Penalty: 5286.607422
	Iteration 11F: 3 clusters Score -7871769 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -7873033.000000 Penalty: 5286.607422
	Iteration 12Q: 3 clusters Score -7873033 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -7873707.500000 Penalty: 5286.607422
	Iteration 13Q: 3 clusters Score -7873708 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -7874103.500000 Penalty: 5286.607422
	Iteration 14Q: 3 clusters Score -7874104 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -7874325.500000 Penalty: 5286.607422
	Iteration 15Q: 3 clusters Score -7874326 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -7874381.500000 Penalty: 5286.607422
	Iteration 16Q: 3 clusters Score -7874382 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -7874417.500000 Penalty: 5286.607422
	Iteration 17Q: 3 clusters Score -7874418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -7874446.000000 Penalty: 5286.607422
	Iteration 18Q: 3 clusters Score -7874446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -7874446.000000 Penalty: 5286.607422
	Iteration 19Q: 3 clusters Score -7874446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -7874459.000000 Penalty: 5286.607422
	Iteration 20F: 3 clusters Score -7874459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -7874467.000000 Penalty: 5286.607422
	Iteration 21Q: 3 clusters Score -7874467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -7874471.500000 Penalty: 5286.607422
	Iteration 22Q: 3 clusters Score -7874472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -7874480.000000 Penalty: 5286.607422
	Iteration 23Q: 3 clusters Score -7874480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7874484.500000 Penalty: 5286.607422
	Iteration 24Q: 3 clusters Score -7874484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -7874482.500000 Penalty: 5286.607422
	Iteration 25Q: 3 clusters Score -7874482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -7874483.500000 Penalty: 5286.607422
	Iteration 26Q: 3 clusters Score -7874484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -7874494.500000 Penalty: 5286.607422
	Iteration 27Q: 3 clusters Score -7874494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -7874493.500000 Penalty: 5286.607422
	Iteration 28Q: 3 clusters Score -7874494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -7874493.500000 Penalty: 5286.607422
	Iteration 29F: 3 clusters Score -7874494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -7956128.000000 Penalty: 2644.918457
	Iteration 0F: 2 clusters Score -7956128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -7927448.500000 Penalty: 5289.836914
	Iteration 0F: 3 clusters Score -7927448 nChanged 19454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -7938260.500000 Penalty: 5289.836914
	Iteration 1F: 3 clusters Score -7938260 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -7939160.000000 Penalty: 5289.836914
	Iteration 2Q: 3 clusters Score -7939160 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -7940381.000000 Penalty: 5289.836914
	Iteration 3F: 3 clusters Score -7940381 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -7942138.000000 Penalty: 5289.836914
	Iteration 4F: 3 clusters Score -7942138 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -7944537.000000 Penalty: 5289.836914
	Iteration 5F: 3 clusters Score -7944537 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -7947419.500000 Penalty: 5289.836914
	Iteration 6F: 3 clusters Score -7947420 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -7950287.500000 Penalty: 5289.836914
	Iteration 7F: 3 clusters Score -7950288 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -7952188.500000 Penalty: 5289.836914
	Iteration 8Q: 3 clusters Score -7952188 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -7952882.000000 Penalty: 5289.836914
	Iteration 9Q: 3 clusters Score -7952882 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -7953150.500000 Penalty: 5289.836914
	Iteration 10Q: 3 clusters Score -7953150 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -7953285.500000 Penalty: 5289.836914
	Iteration 11Q: 3 clusters Score -7953286 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -7953394.000000 Penalty: 5289.836914
	Iteration 12Q: 3 clusters Score -7953394 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -7953510.500000 Penalty: 5289.836914
	Iteration 13Q: 3 clusters Score -7953510 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -7953580.500000 Penalty: 5289.836914
	Iteration 14Q: 3 clusters Score -7953580 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -7953608.500000 Penalty: 5289.836914
	Iteration 15Q: 3 clusters Score -7953608 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -7953667.500000 Penalty: 5289.836914
	Iteration 16Q: 3 clusters Score -7953668 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -7953684.500000 Penalty: 5289.836914
	Iteration 17Q: 3 clusters Score -7953684 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -7953711.000000 Penalty: 5289.836914
	Iteration 18Q: 3 clusters Score -7953711 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -7953747.500000 Penalty: 5289.836914
	Iteration 19Q: 3 clusters Score -7953748 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -7953791.000000 Penalty: 5289.836914
	Iteration 20F: 3 clusters Score -7953791 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -7953810.500000 Penalty: 5289.836914
	Iteration 21Q: 3 clusters Score -7953810 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -7953838.500000 Penalty: 5289.836914
	Iteration 22Q: 3 clusters Score -7953838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -7953842.500000 Penalty: 5289.836914
	Iteration 23Q: 3 clusters Score -7953842 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -7953855.000000 Penalty: 5289.836914
	Iteration 24Q: 3 clusters Score -7953855 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -7953884.000000 Penalty: 5289.836914
	Iteration 25Q: 3 clusters Score -7953884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -7953905.500000 Penalty: 5289.836914
	Iteration 26Q: 3 clusters Score -7953906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -7953911.500000 Penalty: 5289.836914
	Iteration 27Q: 3 clusters Score -7953912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -7953944.000000 Penalty: 5289.836914
	Iteration 28Q: 3 clusters Score -7953944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7953966.000000 Penalty: 5289.836914
	Iteration 29Q: 3 clusters Score -7953966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -7953977.500000 Penalty: 5289.836914
	Iteration 30Q: 3 clusters Score -7953978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -7953974.500000 Penalty: 5289.836914
	Iteration 31Q: 3 clusters Score -7953974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -7953970.000000 Penalty: 5289.836914
	Iteration 32Q: 3 clusters Score -7953970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -7954002.500000 Penalty: 5289.836914
	Iteration 33Q: 3 clusters Score -7954002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -7954035.500000 Penalty: 5289.836914
	Iteration 34Q: 3 clusters Score -7954036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7954063.000000 Penalty: 5289.836914
	Iteration 35Q: 3 clusters Score -7954063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -7954090.500000 Penalty: 5289.836914
	Iteration 36Q: 3 clusters Score -7954090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -7954091.000000 Penalty: 5289.836914
	Iteration 37Q: 3 clusters Score -7954091 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -7954104.500000 Penalty: 5289.836914
	Iteration 38Q: 3 clusters Score -7954104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -7954124.000000 Penalty: 5289.836914
	Iteration 39Q: 3 clusters Score -7954124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -7954145.000000 Penalty: 5289.836914
	Iteration 40F: 3 clusters Score -7954145 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -7954158.500000 Penalty: 5289.836914
	Iteration 41Q: 3 clusters Score -7954158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -7954179.500000 Penalty: 5289.836914
	Iteration 42Q: 3 clusters Score -7954180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -7954187.500000 Penalty: 5289.836914
	Iteration 43Q: 3 clusters Score -7954188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -7954187.000000 Penalty: 5289.836914
	Iteration 44Q: 3 clusters Score -7954187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -7954211.000000 Penalty: 5289.836914
	Iteration 45Q: 3 clusters Score -7954211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -7954222.500000 Penalty: 5289.836914
	Iteration 46Q: 3 clusters Score -7954222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -7954255.500000 Penalty: 5289.836914
	Iteration 47Q: 3 clusters Score -7954256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -7954264.500000 Penalty: 5289.836914
	Iteration 48Q: 3 clusters Score -7954264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -7954263.500000 Penalty: 5289.836914
	Iteration 49Q: 3 clusters Score -7954264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -7954285.500000 Penalty: 5289.836914
	Iteration 50Q: 3 clusters Score -7954286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -7954292.500000 Penalty: 5289.836914
	Iteration 51Q: 3 clusters Score -7954292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -7954307.500000 Penalty: 5289.836914
	Iteration 52Q: 3 clusters Score -7954308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -7954307.000000 Penalty: 5289.836914
	Iteration 53Q: 3 clusters Score -7954307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -7954317.500000 Penalty: 5289.836914
	Iteration 54Q: 3 clusters Score -7954318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -7954307.500000 Penalty: 5289.836914
	Iteration 55Q: 3 clusters Score -7954308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -7954323.000000 Penalty: 5289.836914
	Iteration 56Q: 3 clusters Score -7954323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -7954329.500000 Penalty: 5289.836914
	Iteration 57Q: 3 clusters Score -7954330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -7954330.500000 Penalty: 5289.836914
	Iteration 58Q: 3 clusters Score -7954330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -7954354.000000 Penalty: 5289.836914
	Iteration 59Q: 3 clusters Score -7954354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -7954361.000000 Penalty: 5289.836914
	Iteration 60F: 3 clusters Score -7954361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -7954355.000000 Penalty: 5289.836914
	Iteration 61Q: 3 clusters Score -7954355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -7954367.000000 Penalty: 5289.836914
	Iteration 62Q: 3 clusters Score -7954367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -7954367.500000 Penalty: 5289.836914
	Iteration 63Q: 3 clusters Score -7954368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -7954365.500000 Penalty: 5289.836914
	Iteration 64Q: 3 clusters Score -7954366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -7954383.000000 Penalty: 5289.836914
	Iteration 65Q: 3 clusters Score -7954383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -7954388.000000 Penalty: 5289.836914
	Iteration 66Q: 3 clusters Score -7954388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -7954398.500000 Penalty: 5289.836914
	Iteration 67Q: 3 clusters Score -7954398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -7954419.000000 Penalty: 5289.836914
	Iteration 68Q: 3 clusters Score -7954419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -7954410.500000 Penalty: 5289.836914
	Iteration 69Q: 3 clusters Score -7954410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -7954417.500000 Penalty: 5289.836914
	Iteration 70Q: 3 clusters Score -7954418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -7954419.000000 Penalty: 5289.836914
	Iteration 71Q: 3 clusters Score -7954419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -7954425.000000 Penalty: 5289.836914
	Iteration 72Q: 3 clusters Score -7954425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -7954415.500000 Penalty: 5289.836914
	Iteration 73Q: 3 clusters Score -7954416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -7954413.000000 Penalty: 5289.836914
	Iteration 74Q: 3 clusters Score -7954413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -7954415.000000 Penalty: 5289.836914
	Iteration 75Q: 3 clusters Score -7954415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -7954414.000000 Penalty: 5289.836914
	Iteration 76Q: 3 clusters Score -7954414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7954417.000000 Penalty: 5289.836914
	Iteration 77Q: 3 clusters Score -7954417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -7954429.500000 Penalty: 5289.836914
	Iteration 78Q: 3 clusters Score -7954430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -7954418.500000 Penalty: 5289.836914
	Iteration 79Q: 3 clusters Score -7954418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -7954423.000000 Penalty: 5289.836914
	Iteration 80F: 3 clusters Score -7954423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -7954441.500000 Penalty: 5289.836914
	Iteration 81Q: 3 clusters Score -7954442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -7954442.500000 Penalty: 5289.836914
	Iteration 82Q: 3 clusters Score -7954442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -7954452.000000 Penalty: 5289.836914
	Iteration 83Q: 3 clusters Score -7954452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -7954450.500000 Penalty: 5289.836914
	Iteration 84Q: 3 clusters Score -7954450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -7954459.000000 Penalty: 5289.836914
	Iteration 85Q: 3 clusters Score -7954459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -7954466.000000 Penalty: 5289.836914
	Iteration 86Q: 3 clusters Score -7954466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -7954462.500000 Penalty: 5289.836914
	Iteration 87Q: 3 clusters Score -7954462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -7954469.000000 Penalty: 5289.836914
	Iteration 88Q: 3 clusters Score -7954469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -7954469.500000 Penalty: 5289.836914
	Iteration 89Q: 3 clusters Score -7954470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -7954464.000000 Penalty: 5289.836914
	Iteration 90Q: 3 clusters Score -7954464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -7954461.500000 Penalty: 5289.836914
	Iteration 91Q: 3 clusters Score -7954462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -7954457.000000 Penalty: 5289.836914
	Iteration 92Q: 3 clusters Score -7954457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -7954451.000000 Penalty: 5289.836914
	Iteration 93Q: 3 clusters Score -7954451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -7954454.500000 Penalty: 5289.836914
	Iteration 94Q: 3 clusters Score -7954454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -7954459.000000 Penalty: 5289.836914
	Iteration 95Q: 3 clusters Score -7954459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -7954463.000000 Penalty: 5289.836914
	Iteration 96Q: 3 clusters Score -7954463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -7954460.500000 Penalty: 5289.836914
	Iteration 97Q: 3 clusters Score -7954460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -7954459.000000 Penalty: 5289.836914
	Iteration 98Q: 3 clusters Score -7954459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -7954461.000000 Penalty: 5289.836914
	Iteration 99Q: 3 clusters Score -7954461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -7954461.000000 Penalty: 5289.836914
	Iteration 100F: 3 clusters Score -7954461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -165774.015625 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -165774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -163883.515625 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -163883.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -164132.500000 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -164132.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -164212.968750 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -164213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -164253.312500 Penalty: 3398.712158
	Iteration 3Q: 3 clusters Score -164253.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -164267.890625 Penalty: 3398.712158
	Iteration 4Q: 3 clusters Score -164267.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -164277.125000 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -164277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -164279.484375 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -164279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -164283.062500 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -164283.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -164285.734375 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -164285.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -164285.734375 Penalty: 3398.712158
	Iteration 9F: 3 clusters Score -164285.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Entering Unmasked Estep 
Score: -8192020.500000 Penalty: 2653.829834
	Iteration 0F: 2 clusters Score -8192020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -8162371.500000 Penalty: 5307.659668
	Iteration 0F: 3 clusters Score -8162372 nChanged 20524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -8173692.000000 Penalty: 5307.659668
	Iteration 1F: 3 clusters Score -8173692 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -8174302.500000 Penalty: 5307.659668
	Iteration 2Q: 3 clusters Score -8174302 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -8174911.000000 Penalty: 5307.659668
	Iteration 3Q: 3 clusters Score -8174911 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -8175702.000000 Penalty: 5307.659668
	Iteration 4Q: 3 clusters Score -8175702 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8176762.500000 Penalty: 5307.659668
	Iteration 5F: 3 clusters Score -8176762 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -8178475.500000 Penalty: 5307.659668
	Iteration 6F: 3 clusters Score -8178476 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -8180917.000000 Penalty: 5307.659668
	Iteration 7F: 3 clusters Score -8180917 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -8183973.500000 Penalty: 5307.659668
	Iteration 8F: 3 clusters Score -8183974 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -8186851.000000 Penalty: 5307.659668
	Iteration 9F: 3 clusters Score -8186851 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -8188475.000000 Penalty: 5307.659668
	Iteration 10Q: 3 clusters Score -8188475 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -8189188.500000 Penalty: 5307.659668
	Iteration 11Q: 3 clusters Score -8189188 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8189472.000000 Penalty: 5307.659668
	Iteration 12Q: 3 clusters Score -8189472 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -8189627.500000 Penalty: 5307.659668
	Iteration 13Q: 3 clusters Score -8189628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -8189717.500000 Penalty: 5307.659668
	Iteration 14Q: 3 clusters Score -8189718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8189765.000000 Penalty: 5307.659668
	Iteration 15Q: 3 clusters Score -8189765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -8189796.000000 Penalty: 5307.659668
	Iteration 16Q: 3 clusters Score -8189796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8189836.000000 Penalty: 5307.659668
	Iteration 17Q: 3 clusters Score -8189836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8189862.000000 Penalty: 5307.659668
	Iteration 18Q: 3 clusters Score -8189862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -8189879.000000 Penalty: 5307.659668
	Iteration 19Q: 3 clusters Score -8189879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -8189888.000000 Penalty: 5307.659668
	Iteration 20F: 3 clusters Score -8189888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8189900.500000 Penalty: 5307.659668
	Iteration 21Q: 3 clusters Score -8189900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -8189923.500000 Penalty: 5307.659668
	Iteration 22Q: 3 clusters Score -8189924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8189953.500000 Penalty: 5307.659668
	Iteration 23Q: 3 clusters Score -8189954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8189967.000000 Penalty: 5307.659668
	Iteration 24Q: 3 clusters Score -8189967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8189982.000000 Penalty: 5307.659668
	Iteration 25Q: 3 clusters Score -8189982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8189988.500000 Penalty: 5307.659668
	Iteration 26Q: 3 clusters Score -8189988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8189990.000000 Penalty: 5307.659668
	Iteration 27Q: 3 clusters Score -8189990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8190003.000000 Penalty: 5307.659668
	Iteration 28Q: 3 clusters Score -8190003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8190013.500000 Penalty: 5307.659668
	Iteration 29Q: 3 clusters Score -8190014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -8190014.500000 Penalty: 5307.659668
	Iteration 30Q: 3 clusters Score -8190014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8190022.000000 Penalty: 5307.659668
	Iteration 31Q: 3 clusters Score -8190022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8190022.000000 Penalty: 5307.659668
	Iteration 32Q: 3 clusters Score -8190022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -8190037.000000 Penalty: 5307.659668
	Iteration 33Q: 3 clusters Score -8190037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -8190046.000000 Penalty: 5307.659668
	Iteration 34Q: 3 clusters Score -8190046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -8190046.500000 Penalty: 5307.659668
	Iteration 35Q: 3 clusters Score -8190046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -8190047.000000 Penalty: 5307.659668
	Iteration 36Q: 3 clusters Score -8190047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -8190054.000000 Penalty: 5307.659668
	Iteration 37Q: 3 clusters Score -8190054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -8190056.500000 Penalty: 5307.659668
	Iteration 38Q: 3 clusters Score -8190056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -8190067.500000 Penalty: 5307.659668
	Iteration 39Q: 3 clusters Score -8190068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -8190066.000000 Penalty: 5307.659668
	Iteration 40F: 3 clusters Score -8190066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Entering Unmasked Estep 
Score: -8521015.000000 Penalty: 2662.092041
	Iteration 0F: 2 clusters Score -8521015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -8491077.000000 Penalty: 5324.184082
	Iteration 0F: 3 clusters Score -8491077 nChanged 21106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -8502714.000000 Penalty: 5324.184082
	Iteration 1F: 3 clusters Score -8502714 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -8503165.000000 Penalty: 5324.184082
	Iteration 2Q: 3 clusters Score -8503165 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -8503494.000000 Penalty: 5324.184082
	Iteration 3Q: 3 clusters Score -8503494 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -8503827.000000 Penalty: 5324.184082
	Iteration 4Q: 3 clusters Score -8503827 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -8504128.000000 Penalty: 5324.184082
	Iteration 5Q: 3 clusters Score -8504128 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -8504468.000000 Penalty: 5324.184082
	Iteration 6Q: 3 clusters Score -8504468 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -8504816.000000 Penalty: 5324.184082
	Iteration 7Q: 3 clusters Score -8504816 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -8505196.000000 Penalty: 5324.184082
	Iteration 8Q: 3 clusters Score -8505196 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -8505636.000000 Penalty: 5324.184082
	Iteration 9Q: 3 clusters Score -8505636 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -8506151.000000 Penalty: 5324.184082
	Iteration 10Q: 3 clusters Score -8506151 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -8506605.000000 Penalty: 5324.184082
	Iteration 11Q: 3 clusters Score -8506605 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -8507207.000000 Penalty: 5324.184082
	Iteration 12Q: 3 clusters Score -8507207 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -8507869.000000 Penalty: 5324.184082
	Iteration 13Q: 3 clusters Score -8507869 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -8508712.000000 Penalty: 5324.184082
	Iteration 14Q: 3 clusters Score -8508712 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -8509742.000000 Penalty: 5324.184082
	Iteration 15Q: 3 clusters Score -8509742 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -8511049.000000 Penalty: 5324.184082
	Iteration 16Q: 3 clusters Score -8511049 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -8512434.000000 Penalty: 5324.184082
	Iteration 17Q: 3 clusters Score -8512434 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -8513570.000000 Penalty: 5324.184082
	Iteration 18Q: 3 clusters Score -8513570 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -8514214.000000 Penalty: 5324.184082
	Iteration 19Q: 3 clusters Score -8514214 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -8514581.000000 Penalty: 5324.184082
	Iteration 20F: 3 clusters Score -8514581 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -8514791.000000 Penalty: 5324.184082
	Iteration 21Q: 3 clusters Score -8514791 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -8514984.000000 Penalty: 5324.184082
	Iteration 22Q: 3 clusters Score -8514984 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -8515149.000000 Penalty: 5324.184082
	Iteration 23Q: 3 clusters Score -8515149 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -8515304.000000 Penalty: 5324.184082
	Iteration 24Q: 3 clusters Score -8515304 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -8515513.000000 Penalty: 5324.184082
	Iteration 25Q: 3 clusters Score -8515513 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -8515673.000000 Penalty: 5324.184082
	Iteration 26Q: 3 clusters Score -8515673 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -8515859.000000 Penalty: 5324.184082
	Iteration 27Q: 3 clusters Score -8515859 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -8516038.000000 Penalty: 5324.184082
	Iteration 28Q: 3 clusters Score -8516038 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -8516213.000000 Penalty: 5324.184082
	Iteration 29Q: 3 clusters Score -8516213 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -8516441.000000 Penalty: 5324.184082
	Iteration 30Q: 3 clusters Score -8516441 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -8516636.000000 Penalty: 5324.184082
	Iteration 31Q: 3 clusters Score -8516636 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -8516904.000000 Penalty: 5324.184082
	Iteration 32Q: 3 clusters Score -8516904 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -8517167.000000 Penalty: 5324.184082
	Iteration 33Q: 3 clusters Score -8517167 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -8517395.000000 Penalty: 5324.184082
	Iteration 34Q: 3 clusters Score -8517395 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -8517560.000000 Penalty: 5324.184082
	Iteration 35Q: 3 clusters Score -8517560 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -8517693.000000 Penalty: 5324.184082
	Iteration 36Q: 3 clusters Score -8517693 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -8517795.000000 Penalty: 5324.184082
	Iteration 37Q: 3 clusters Score -8517795 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -8517902.000000 Penalty: 5324.184082
	Iteration 38Q: 3 clusters Score -8517902 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -8517963.000000 Penalty: 5324.184082
	Iteration 39Q: 3 clusters Score -8517963 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -8518028.000000 Penalty: 5324.184082
	Iteration 40F: 3 clusters Score -8518028 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -8518096.000000 Penalty: 5324.184082
	Iteration 41Q: 3 clusters Score -8518096 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -8518133.000000 Penalty: 5324.184082
	Iteration 42Q: 3 clusters Score -8518133 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -8518194.000000 Penalty: 5324.184082
	Iteration 43Q: 3 clusters Score -8518194 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -8518234.000000 Penalty: 5324.184082
	Iteration 44Q: 3 clusters Score -8518234 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -8518268.000000 Penalty: 5324.184082
	Iteration 45Q: 3 clusters Score -8518268 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -8518293.000000 Penalty: 5324.184082
	Iteration 46Q: 3 clusters Score -8518293 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -8518316.000000 Penalty: 5324.184082
	Iteration 47Q: 3 clusters Score -8518316 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -8518340.000000 Penalty: 5324.184082
	Iteration 48Q: 3 clusters Score -8518340 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -8518379.000000 Penalty: 5324.184082
	Iteration 49Q: 3 clusters Score -8518379 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -8518381.000000 Penalty: 5324.184082
	Iteration 50Q: 3 clusters Score -8518381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -8518397.000000 Penalty: 5324.184082
	Iteration 51Q: 3 clusters Score -8518397 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -8518439.000000 Penalty: 5324.184082
	Iteration 52Q: 3 clusters Score -8518439 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -8518477.000000 Penalty: 5324.184082
	Iteration 53Q: 3 clusters Score -8518477 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -8518505.000000 Penalty: 5324.184082
	Iteration 54Q: 3 clusters Score -8518505 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -8518505.000000 Penalty: 5324.184082
	Iteration 55Q: 3 clusters Score -8518505 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -8518530.000000 Penalty: 5324.184082
	Iteration 56Q: 3 clusters Score -8518530 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -8518529.000000 Penalty: 5324.184082
	Iteration 57Q: 3 clusters Score -8518529 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -8518563.000000 Penalty: 5324.184082
	Iteration 58Q: 3 clusters Score -8518563 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -8518586.000000 Penalty: 5324.184082
	Iteration 59Q: 3 clusters Score -8518586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -8518594.000000 Penalty: 5324.184082
	Iteration 60F: 3 clusters Score -8518594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -8518599.000000 Penalty: 5324.184082
	Iteration 61Q: 3 clusters Score -8518599 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -8518613.000000 Penalty: 5324.184082
	Iteration 62Q: 3 clusters Score -8518613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -8518621.000000 Penalty: 5324.184082
	Iteration 63Q: 3 clusters Score -8518621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -8518638.000000 Penalty: 5324.184082
	Iteration 64Q: 3 clusters Score -8518638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -8518643.000000 Penalty: 5324.184082
	Iteration 65Q: 3 clusters Score -8518643 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -8518649.000000 Penalty: 5324.184082
	Iteration 66Q: 3 clusters Score -8518649 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -8518688.000000 Penalty: 5324.184082
	Iteration 67Q: 3 clusters Score -8518688 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -8518697.000000 Penalty: 5324.184082
	Iteration 68Q: 3 clusters Score -8518697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -8518700.000000 Penalty: 5324.184082
	Iteration 69Q: 3 clusters Score -8518700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -8518720.000000 Penalty: 5324.184082
	Iteration 70Q: 3 clusters Score -8518720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -8518718.000000 Penalty: 5324.184082
	Iteration 71Q: 3 clusters Score -8518718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -8518739.000000 Penalty: 5324.184082
	Iteration 72Q: 3 clusters Score -8518739 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -8518751.000000 Penalty: 5324.184082
	Iteration 73Q: 3 clusters Score -8518751 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -8518766.000000 Penalty: 5324.184082
	Iteration 74Q: 3 clusters Score -8518766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -8518779.000000 Penalty: 5324.184082
	Iteration 75Q: 3 clusters Score -8518779 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -8518770.000000 Penalty: 5324.184082
	Iteration 76Q: 3 clusters Score -8518770 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -8518789.000000 Penalty: 5324.184082
	Iteration 77Q: 3 clusters Score -8518789 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -8518809.000000 Penalty: 5324.184082
	Iteration 78Q: 3 clusters Score -8518809 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -8518825.000000 Penalty: 5324.184082
	Iteration 79Q: 3 clusters Score -8518825 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -8518833.000000 Penalty: 5324.184082
	Iteration 80F: 3 clusters Score -8518833 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -8518828.000000 Penalty: 5324.184082
	Iteration 81Q: 3 clusters Score -8518828 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -8518851.000000 Penalty: 5324.184082
	Iteration 82Q: 3 clusters Score -8518851 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -8518877.000000 Penalty: 5324.184082
	Iteration 83Q: 3 clusters Score -8518877 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -8518916.000000 Penalty: 5324.184082
	Iteration 84Q: 3 clusters Score -8518916 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -8518922.000000 Penalty: 5324.184082
	Iteration 85Q: 3 clusters Score -8518922 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -8518937.000000 Penalty: 5324.184082
	Iteration 86Q: 3 clusters Score -8518937 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -8518969.000000 Penalty: 5324.184082
	Iteration 87Q: 3 clusters Score -8518969 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -8519007.000000 Penalty: 5324.184082
	Iteration 88Q: 3 clusters Score -8519007 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -8518998.000000 Penalty: 5324.184082
	Iteration 89Q: 3 clusters Score -8518998 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -8519023.000000 Penalty: 5324.184082
	Iteration 90Q: 3 clusters Score -8519023 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -8519056.000000 Penalty: 5324.184082
	Iteration 91Q: 3 clusters Score -8519056 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -8519094.000000 Penalty: 5324.184082
	Iteration 92Q: 3 clusters Score -8519094 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -8519105.000000 Penalty: 5324.184082
	Iteration 93Q: 3 clusters Score -8519105 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -8519139.000000 Penalty: 5324.184082
	Iteration 94Q: 3 clusters Score -8519139 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -8519120.000000 Penalty: 5324.184082
	Iteration 95Q: 3 clusters Score -8519120 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -8519161.000000 Penalty: 5324.184082
	Iteration 96Q: 3 clusters Score -8519161 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -8519163.000000 Penalty: 5324.184082
	Iteration 97Q: 3 clusters Score -8519163 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -8519169.000000 Penalty: 5324.184082
	Iteration 98Q: 3 clusters Score -8519169 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -8519191.000000 Penalty: 5324.184082
	Iteration 99Q: 3 clusters Score -8519191 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -8519190.000000 Penalty: 5324.184082
	Iteration 100F: 3 clusters Score -8519190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -8519185.000000 Penalty: 5324.184082
	Iteration 101Q: 3 clusters Score -8519185 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -8519206.000000 Penalty: 5324.184082
	Iteration 102Q: 3 clusters Score -8519206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -8519207.000000 Penalty: 5324.184082
	Iteration 103Q: 3 clusters Score -8519207 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -8519204.000000 Penalty: 5324.184082
	Iteration 104Q: 3 clusters Score -8519204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -8519198.000000 Penalty: 5324.184082
	Iteration 105Q: 3 clusters Score -8519198 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -8519203.000000 Penalty: 5324.184082
	Iteration 106Q: 3 clusters Score -8519203 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8519181.000000 Penalty: 5324.184082
	Iteration 107Q: 3 clusters Score -8519181 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -8519192.000000 Penalty: 5324.184082
	Iteration 108Q: 3 clusters Score -8519192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -8519195.000000 Penalty: 5324.184082
	Iteration 109Q: 3 clusters Score -8519195 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8519210.000000 Penalty: 5324.184082
	Iteration 110Q: 3 clusters Score -8519210 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -8519218.000000 Penalty: 5324.184082
	Iteration 111Q: 3 clusters Score -8519218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -8519220.000000 Penalty: 5324.184082
	Iteration 112Q: 3 clusters Score -8519220 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -8519215.000000 Penalty: 5324.184082
	Iteration 113Q: 3 clusters Score -8519215 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -8519207.000000 Penalty: 5324.184082
	Iteration 114Q: 3 clusters Score -8519207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -8519216.000000 Penalty: 5324.184082
	Iteration 115Q: 3 clusters Score -8519216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8519218.000000 Penalty: 5324.184082
	Iteration 116Q: 3 clusters Score -8519218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -8519230.000000 Penalty: 5324.184082
	Iteration 117Q: 3 clusters Score -8519230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8519241.000000 Penalty: 5324.184082
	Iteration 118Q: 3 clusters Score -8519241 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8519252.000000 Penalty: 5324.184082
	Iteration 119Q: 3 clusters Score -8519252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8519262.000000 Penalty: 5324.184082
	Iteration 120F: 3 clusters Score -8519262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -8519260.000000 Penalty: 5324.184082
	Iteration 121Q: 3 clusters Score -8519260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -8519262.000000 Penalty: 5324.184082
	Iteration 122Q: 3 clusters Score -8519262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8519254.000000 Penalty: 5324.184082
	Iteration 123Q: 3 clusters Score -8519254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8519272.000000 Penalty: 5324.184082
	Iteration 124Q: 3 clusters Score -8519272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8519257.000000 Penalty: 5324.184082
	Iteration 125Q: 3 clusters Score -8519257 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8519259.000000 Penalty: 5324.184082
	Iteration 126Q: 3 clusters Score -8519259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8519263.000000 Penalty: 5324.184082
	Iteration 127Q: 3 clusters Score -8519263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8519263.000000 Penalty: 5324.184082
	Iteration 128Q: 3 clusters Score -8519263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8519269.000000 Penalty: 5324.184082
	Iteration 129Q: 3 clusters Score -8519269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8519280.000000 Penalty: 5324.184082
	Iteration 130Q: 3 clusters Score -8519280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8519288.000000 Penalty: 5324.184082
	Iteration 131Q: 3 clusters Score -8519288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8519264.000000 Penalty: 5324.184082
	Iteration 132Q: 3 clusters Score -8519264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8519266.000000 Penalty: 5324.184082
	Iteration 133Q: 3 clusters Score -8519266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8519258.000000 Penalty: 5324.184082
	Iteration 134Q: 3 clusters Score -8519258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -8519253.000000 Penalty: 5324.184082
	Iteration 135Q: 3 clusters Score -8519253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8519243.000000 Penalty: 5324.184082
	Iteration 136Q: 3 clusters Score -8519243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8519240.000000 Penalty: 5324.184082
	Iteration 137Q: 3 clusters Score -8519240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8519237.000000 Penalty: 5324.184082
	Iteration 138Q: 3 clusters Score -8519237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8519250.000000 Penalty: 5324.184082
	Iteration 139Q: 3 clusters Score -8519250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8519252.000000 Penalty: 5324.184082
	Iteration 140F: 3 clusters Score -8519252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8519246.000000 Penalty: 5324.184082
	Iteration 141Q: 3 clusters Score -8519246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8519235.000000 Penalty: 5324.184082
	Iteration 142Q: 3 clusters Score -8519235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8519229.000000 Penalty: 5324.184082
	Iteration 143Q: 3 clusters Score -8519229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8519239.000000 Penalty: 5324.184082
	Iteration 144Q: 3 clusters Score -8519239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8519238.000000 Penalty: 5324.184082
	Iteration 145Q: 3 clusters Score -8519238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8519240.000000 Penalty: 5324.184082
	Iteration 146Q: 3 clusters Score -8519240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8519240.000000 Penalty: 5324.184082
	Iteration 147Q: 3 clusters Score -8519240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8519228.000000 Penalty: 5324.184082
	Iteration 148Q: 3 clusters Score -8519228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8519221.000000 Penalty: 5324.184082
	Iteration 149Q: 3 clusters Score -8519221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8519220.000000 Penalty: 5324.184082
	Iteration 150Q: 3 clusters Score -8519220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8519223.000000 Penalty: 5324.184082
	Iteration 151Q: 3 clusters Score -8519223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8519218.000000 Penalty: 5324.184082
	Iteration 152Q: 3 clusters Score -8519218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8519210.000000 Penalty: 5324.184082
	Iteration 153Q: 3 clusters Score -8519210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8519207.000000 Penalty: 5324.184082
	Iteration 154Q: 3 clusters Score -8519207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8519212.000000 Penalty: 5324.184082
	Iteration 155Q: 3 clusters Score -8519212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8519224.000000 Penalty: 5324.184082
	Iteration 156Q: 3 clusters Score -8519224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8519227.000000 Penalty: 5324.184082
	Iteration 157Q: 3 clusters Score -8519227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8519221.000000 Penalty: 5324.184082
	Iteration 158Q: 3 clusters Score -8519221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8519209.000000 Penalty: 5324.184082
	Iteration 159Q: 3 clusters Score -8519209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8519218.000000 Penalty: 5324.184082
	Iteration 160F: 3 clusters Score -8519218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8519210.000000 Penalty: 5324.184082
	Iteration 161Q: 3 clusters Score -8519210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8519203.000000 Penalty: 5324.184082
	Iteration 162Q: 3 clusters Score -8519203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8519207.000000 Penalty: 5324.184082
	Iteration 163Q: 3 clusters Score -8519207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8519203.000000 Penalty: 5324.184082
	Iteration 164Q: 3 clusters Score -8519203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8519206.000000 Penalty: 5324.184082
	Iteration 165Q: 3 clusters Score -8519206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8519187.000000 Penalty: 5324.184082
	Iteration 166Q: 3 clusters Score -8519187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -8519186.000000 Penalty: 5324.184082
	Iteration 167Q: 3 clusters Score -8519186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8519183.000000 Penalty: 5324.184082
	Iteration 168Q: 3 clusters Score -8519183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8519182.000000 Penalty: 5324.184082
	Iteration 169Q: 3 clusters Score -8519182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8519185.000000 Penalty: 5324.184082
	Iteration 170Q: 3 clusters Score -8519185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8519190.000000 Penalty: 5324.184082
	Iteration 171Q: 3 clusters Score -8519190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8519184.000000 Penalty: 5324.184082
	Iteration 172Q: 3 clusters Score -8519184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8519189.000000 Penalty: 5324.184082
	Iteration 173Q: 3 clusters Score -8519189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8519186.000000 Penalty: 5324.184082
	Iteration 174Q: 3 clusters Score -8519186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8519189.000000 Penalty: 5324.184082
	Iteration 175Q: 3 clusters Score -8519189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8519189.000000 Penalty: 5324.184082
	Iteration 176F: 3 clusters Score -8519189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Entering Unmasked Estep 
Score: -8541489.000000 Penalty: 2659.768799
	Iteration 0F: 2 clusters Score -8541489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -8512663.000000 Penalty: 5319.537598
	Iteration 0F: 3 clusters Score -8512663 nChanged 20866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -8524215.000000 Penalty: 5319.537598
	Iteration 1F: 3 clusters Score -8524215 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -8524877.000000 Penalty: 5319.537598
	Iteration 2Q: 3 clusters Score -8524877 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -8525493.000000 Penalty: 5319.537598
	Iteration 3Q: 3 clusters Score -8525493 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -8526216.000000 Penalty: 5319.537598
	Iteration 4Q: 3 clusters Score -8526216 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -8527179.000000 Penalty: 5319.537598
	Iteration 5Q: 3 clusters Score -8527179 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -8528477.000000 Penalty: 5319.537598
	Iteration 6F: 3 clusters Score -8528477 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -8530348.000000 Penalty: 5319.537598
	Iteration 7F: 3 clusters Score -8530348 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -8532584.000000 Penalty: 5319.537598
	Iteration 8F: 3 clusters Score -8532584 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -8534843.000000 Penalty: 5319.537598
	Iteration 9F: 3 clusters Score -8534843 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -8536506.000000 Penalty: 5319.537598
	Iteration 10Q: 3 clusters Score -8536506 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -8537394.000000 Penalty: 5319.537598
	Iteration 11Q: 3 clusters Score -8537394 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -8537902.000000 Penalty: 5319.537598
	Iteration 12Q: 3 clusters Score -8537902 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -8538245.000000 Penalty: 5319.537598
	Iteration 13Q: 3 clusters Score -8538245 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -8538554.000000 Penalty: 5319.537598
	Iteration 14Q: 3 clusters Score -8538554 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -8538815.000000 Penalty: 5319.537598
	Iteration 15Q: 3 clusters Score -8538815 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -8538956.000000 Penalty: 5319.537598
	Iteration 16Q: 3 clusters Score -8538956 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -8539048.000000 Penalty: 5319.537598
	Iteration 17Q: 3 clusters Score -8539048 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -8539158.000000 Penalty: 5319.537598
	Iteration 18Q: 3 clusters Score -8539158 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -8539245.000000 Penalty: 5319.537598
	Iteration 19Q: 3 clusters Score -8539245 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -8539329.000000 Penalty: 5319.537598
	Iteration 20F: 3 clusters Score -8539329 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -8539356.000000 Penalty: 5319.537598
	Iteration 21Q: 3 clusters Score -8539356 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8539384.000000 Penalty: 5319.537598
	Iteration 22Q: 3 clusters Score -8539384 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -8539388.000000 Penalty: 5319.537598
	Iteration 23Q: 3 clusters Score -8539388 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -8539375.000000 Penalty: 5319.537598
	Iteration 24Q: 3 clusters Score -8539375 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -8539390.000000 Penalty: 5319.537598
	Iteration 25Q: 3 clusters Score -8539390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -8539397.000000 Penalty: 5319.537598
	Iteration 26Q: 3 clusters Score -8539397 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -8539400.000000 Penalty: 5319.537598
	Iteration 27Q: 3 clusters Score -8539400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -8539408.000000 Penalty: 5319.537598
	Iteration 28Q: 3 clusters Score -8539408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -8539413.000000 Penalty: 5319.537598
	Iteration 29Q: 3 clusters Score -8539413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -8539418.000000 Penalty: 5319.537598
	Iteration 30Q: 3 clusters Score -8539418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -8539418.000000 Penalty: 5319.537598
	Iteration 31Q: 3 clusters Score -8539418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -8539421.000000 Penalty: 5319.537598
	Iteration 32Q: 3 clusters Score -8539421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -8539407.000000 Penalty: 5319.537598
	Iteration 33Q: 3 clusters Score -8539407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -8539424.000000 Penalty: 5319.537598
	Iteration 34Q: 3 clusters Score -8539424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -8539428.000000 Penalty: 5319.537598
	Iteration 35Q: 3 clusters Score -8539428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -8539417.000000 Penalty: 5319.537598
	Iteration 36Q: 3 clusters Score -8539417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -8539425.000000 Penalty: 5319.537598
	Iteration 37Q: 3 clusters Score -8539425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8539429.000000 Penalty: 5319.537598
	Iteration 38Q: 3 clusters Score -8539429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8539428.000000 Penalty: 5319.537598
	Iteration 39Q: 3 clusters Score -8539428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8539429.000000 Penalty: 5319.537598
	Iteration 40F: 3 clusters Score -8539429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -8539427.000000 Penalty: 5319.537598
	Iteration 41Q: 3 clusters Score -8539427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -8539436.000000 Penalty: 5319.537598
	Iteration 42Q: 3 clusters Score -8539436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -8539436.000000 Penalty: 5319.537598
	Iteration 43F: 3 clusters Score -8539436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Entering Unmasked Estep 
Score: -8683574.000000 Penalty: 2669.385742
	Iteration 0F: 2 clusters Score -8683574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -8653103.000000 Penalty: 5338.771484
	Iteration 0F: 3 clusters Score -8653103 nChanged 21674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -8665021.000000 Penalty: 5338.771484
	Iteration 1F: 3 clusters Score -8665021 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -8665600.000000 Penalty: 5338.771484
	Iteration 2Q: 3 clusters Score -8665600 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -8666311.000000 Penalty: 5338.771484
	Iteration 3Q: 3 clusters Score -8666311 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -8667314.000000 Penalty: 5338.771484
	Iteration 4Q: 3 clusters Score -8667314 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -8668712.000000 Penalty: 5338.771484
	Iteration 5F: 3 clusters Score -8668712 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -8670952.000000 Penalty: 5338.771484
	Iteration 6F: 3 clusters Score -8670952 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -8673831.000000 Penalty: 5338.771484
	Iteration 7F: 3 clusters Score -8673831 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -8677039.000000 Penalty: 5338.771484
	Iteration 8F: 3 clusters Score -8677039 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -8679376.000000 Penalty: 5338.771484
	Iteration 9F: 3 clusters Score -8679376 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -8680771.000000 Penalty: 5338.771484
	Iteration 10Q: 3 clusters Score -8680771 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -8681536.000000 Penalty: 5338.771484
	Iteration 11Q: 3 clusters Score -8681536 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8681970.000000 Penalty: 5338.771484
	Iteration 12Q: 3 clusters Score -8681970 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8682194.000000 Penalty: 5338.771484
	Iteration 13Q: 3 clusters Score -8682194 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8682275.000000 Penalty: 5338.771484
	Iteration 14Q: 3 clusters Score -8682275 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8682323.000000 Penalty: 5338.771484
	Iteration 15Q: 3 clusters Score -8682323 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -8682341.000000 Penalty: 5338.771484
	Iteration 16Q: 3 clusters Score -8682341 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8682353.000000 Penalty: 5338.771484
	Iteration 17Q: 3 clusters Score -8682353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -8682373.000000 Penalty: 5338.771484
	Iteration 18Q: 3 clusters Score -8682373 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -8682393.000000 Penalty: 5338.771484
	Iteration 19Q: 3 clusters Score -8682393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -8682411.000000 Penalty: 5338.771484
	Iteration 20F: 3 clusters Score -8682411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -8682423.000000 Penalty: 5338.771484
	Iteration 21Q: 3 clusters Score -8682423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -8682427.000000 Penalty: 5338.771484
	Iteration 22Q: 3 clusters Score -8682427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -8682430.000000 Penalty: 5338.771484
	Iteration 23Q: 3 clusters Score -8682430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -8682427.000000 Penalty: 5338.771484
	Iteration 24Q: 3 clusters Score -8682427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -8682426.000000 Penalty: 5338.771484
	Iteration 25Q: 3 clusters Score -8682426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -8682426.000000 Penalty: 5338.771484
	Iteration 26Q: 3 clusters Score -8682426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -8682429.000000 Penalty: 5338.771484
	Iteration 27Q: 3 clusters Score -8682429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -8682431.000000 Penalty: 5338.771484
	Iteration 28Q: 3 clusters Score -8682431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -8682436.000000 Penalty: 5338.771484
	Iteration 29Q: 3 clusters Score -8682436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -8682442.000000 Penalty: 5338.771484
	Iteration 30Q: 3 clusters Score -8682442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -8682434.000000 Penalty: 5338.771484
	Iteration 31Q: 3 clusters Score -8682434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -8682435.000000 Penalty: 5338.771484
	Iteration 32Q: 3 clusters Score -8682435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -8682432.000000 Penalty: 5338.771484
	Iteration 33Q: 3 clusters Score -8682432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8682430.000000 Penalty: 5338.771484
	Iteration 34Q: 3 clusters Score -8682430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8682434.000000 Penalty: 5338.771484
	Iteration 35Q: 3 clusters Score -8682434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -8682428.000000 Penalty: 5338.771484
	Iteration 36Q: 3 clusters Score -8682428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -8682433.000000 Penalty: 5338.771484
	Iteration 37Q: 3 clusters Score -8682433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -8682437.000000 Penalty: 5338.771484
	Iteration 38Q: 3 clusters Score -8682437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -8682433.000000 Penalty: 5338.771484
	Iteration 39Q: 3 clusters Score -8682433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -8682433.000000 Penalty: 5338.771484
	Iteration 40F: 3 clusters Score -8682433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -61183.289062 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -61183.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59834.355469 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -59834.36 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60062.265625 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -60062.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60151.554688 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -60151.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60184.328125 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -60184.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60206.074219 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -60206.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60212.886719 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -60212.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60215.656250 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -60215.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60218.800781 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -60218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60221.867188 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -60221.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60224.089844 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -60224.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60224.691406 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -60224.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60224.691406 Penalty: 2975.472656
	Iteration 11F: 3 clusters Score -60224.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Entering Unmasked Estep 
Score: -8572759.000000 Penalty: 2660.079346
	Iteration 0F: 2 clusters Score -8572759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -8544276.000000 Penalty: 5320.158691
	Iteration 0F: 3 clusters Score -8544276 nChanged 20939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -8555547.000000 Penalty: 5320.158691
	Iteration 1F: 3 clusters Score -8555547 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8556146.000000 Penalty: 5320.158691
	Iteration 2Q: 3 clusters Score -8556146 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -8556700.000000 Penalty: 5320.158691
	Iteration 3Q: 3 clusters Score -8556700 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -8557354.000000 Penalty: 5320.158691
	Iteration 4Q: 3 clusters Score -8557354 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -8558212.000000 Penalty: 5320.158691
	Iteration 5Q: 3 clusters Score -8558212 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -8559371.000000 Penalty: 5320.158691
	Iteration 6Q: 3 clusters Score -8559371 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -8560959.000000 Penalty: 5320.158691
	Iteration 7F: 3 clusters Score -8560959 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -8562961.000000 Penalty: 5320.158691
	Iteration 8F: 3 clusters Score -8562961 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -8564813.000000 Penalty: 5320.158691
	Iteration 9F: 3 clusters Score -8564813 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -8566021.000000 Penalty: 5320.158691
	Iteration 10Q: 3 clusters Score -8566021 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -8566657.000000 Penalty: 5320.158691
	Iteration 11Q: 3 clusters Score -8566657 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -8567033.000000 Penalty: 5320.158691
	Iteration 12Q: 3 clusters Score -8567033 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -8567274.000000 Penalty: 5320.158691
	Iteration 13Q: 3 clusters Score -8567274 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -8567544.000000 Penalty: 5320.158691
	Iteration 14Q: 3 clusters Score -8567544 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -8567870.000000 Penalty: 5320.158691
	Iteration 15Q: 3 clusters Score -8567870 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -8568125.000000 Penalty: 5320.158691
	Iteration 16Q: 3 clusters Score -8568125 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -8568398.000000 Penalty: 5320.158691
	Iteration 17Q: 3 clusters Score -8568398 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -8568674.000000 Penalty: 5320.158691
	Iteration 18Q: 3 clusters Score -8568674 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -8568896.000000 Penalty: 5320.158691
	Iteration 19Q: 3 clusters Score -8568896 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -8569113.000000 Penalty: 5320.158691
	Iteration 20F: 3 clusters Score -8569113 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -8569282.000000 Penalty: 5320.158691
	Iteration 21Q: 3 clusters Score -8569282 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -8569399.000000 Penalty: 5320.158691
	Iteration 22Q: 3 clusters Score -8569399 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -8569526.000000 Penalty: 5320.158691
	Iteration 23Q: 3 clusters Score -8569526 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -8569592.000000 Penalty: 5320.158691
	Iteration 24Q: 3 clusters Score -8569592 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -8569655.000000 Penalty: 5320.158691
	Iteration 25Q: 3 clusters Score -8569655 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -8569720.000000 Penalty: 5320.158691
	Iteration 26Q: 3 clusters Score -8569720 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -8569749.000000 Penalty: 5320.158691
	Iteration 27Q: 3 clusters Score -8569749 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -8569775.000000 Penalty: 5320.158691
	Iteration 28Q: 3 clusters Score -8569775 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -8569802.000000 Penalty: 5320.158691
	Iteration 29Q: 3 clusters Score -8569802 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -8569856.000000 Penalty: 5320.158691
	Iteration 30Q: 3 clusters Score -8569856 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -8569950.000000 Penalty: 5320.158691
	Iteration 31Q: 3 clusters Score -8569950 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -8569995.000000 Penalty: 5320.158691
	Iteration 32Q: 3 clusters Score -8569995 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -8570016.000000 Penalty: 5320.158691
	Iteration 33Q: 3 clusters Score -8570016 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -8570090.000000 Penalty: 5320.158691
	Iteration 34Q: 3 clusters Score -8570090 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -8570123.000000 Penalty: 5320.158691
	Iteration 35Q: 3 clusters Score -8570123 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -8570171.000000 Penalty: 5320.158691
	Iteration 36Q: 3 clusters Score -8570171 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -8570243.000000 Penalty: 5320.158691
	Iteration 37Q: 3 clusters Score -8570243 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -8570315.000000 Penalty: 5320.158691
	Iteration 38Q: 3 clusters Score -8570315 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -8570336.000000 Penalty: 5320.158691
	Iteration 39Q: 3 clusters Score -8570336 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -8570397.000000 Penalty: 5320.158691
	Iteration 40F: 3 clusters Score -8570397 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -8570406.000000 Penalty: 5320.158691
	Iteration 41Q: 3 clusters Score -8570406 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -8570463.000000 Penalty: 5320.158691
	Iteration 42Q: 3 clusters Score -8570463 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -8570486.000000 Penalty: 5320.158691
	Iteration 43Q: 3 clusters Score -8570486 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -8570500.000000 Penalty: 5320.158691
	Iteration 44Q: 3 clusters Score -8570500 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -8570526.000000 Penalty: 5320.158691
	Iteration 45Q: 3 clusters Score -8570526 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -8570534.000000 Penalty: 5320.158691
	Iteration 46Q: 3 clusters Score -8570534 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -8570598.000000 Penalty: 5320.158691
	Iteration 47Q: 3 clusters Score -8570598 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -8570607.000000 Penalty: 5320.158691
	Iteration 48Q: 3 clusters Score -8570607 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -8570652.000000 Penalty: 5320.158691
	Iteration 49Q: 3 clusters Score -8570652 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -8570678.000000 Penalty: 5320.158691
	Iteration 50Q: 3 clusters Score -8570678 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -8570731.000000 Penalty: 5320.158691
	Iteration 51Q: 3 clusters Score -8570731 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -8570769.000000 Penalty: 5320.158691
	Iteration 52Q: 3 clusters Score -8570769 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -8570784.000000 Penalty: 5320.158691
	Iteration 53Q: 3 clusters Score -8570784 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -8570835.000000 Penalty: 5320.158691
	Iteration 54Q: 3 clusters Score -8570835 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -8570829.000000 Penalty: 5320.158691
	Iteration 55Q: 3 clusters Score -8570829 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -8570865.000000 Penalty: 5320.158691
	Iteration 56Q: 3 clusters Score -8570865 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -8570896.000000 Penalty: 5320.158691
	Iteration 57Q: 3 clusters Score -8570896 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -8570931.000000 Penalty: 5320.158691
	Iteration 58Q: 3 clusters Score -8570931 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -8570964.000000 Penalty: 5320.158691
	Iteration 59Q: 3 clusters Score -8570964 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -8570981.000000 Penalty: 5320.158691
	Iteration 60F: 3 clusters Score -8570981 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -8570985.000000 Penalty: 5320.158691
	Iteration 61Q: 3 clusters Score -8570985 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -8571009.000000 Penalty: 5320.158691
	Iteration 62Q: 3 clusters Score -8571009 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -8571024.000000 Penalty: 5320.158691
	Iteration 63Q: 3 clusters Score -8571024 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -8571044.000000 Penalty: 5320.158691
	Iteration 64Q: 3 clusters Score -8571044 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -8571079.000000 Penalty: 5320.158691
	Iteration 65Q: 3 clusters Score -8571079 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -8571082.000000 Penalty: 5320.158691
	Iteration 66Q: 3 clusters Score -8571082 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -8571068.000000 Penalty: 5320.158691
	Iteration 67Q: 3 clusters Score -8571068 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -8571100.000000 Penalty: 5320.158691
	Iteration 68Q: 3 clusters Score -8571100 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -8571099.000000 Penalty: 5320.158691
	Iteration 69Q: 3 clusters Score -8571099 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -8571118.000000 Penalty: 5320.158691
	Iteration 70Q: 3 clusters Score -8571118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -8571141.000000 Penalty: 5320.158691
	Iteration 71Q: 3 clusters Score -8571141 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -8571174.000000 Penalty: 5320.158691
	Iteration 72Q: 3 clusters Score -8571174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -8571165.000000 Penalty: 5320.158691
	Iteration 73Q: 3 clusters Score -8571165 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -8571179.000000 Penalty: 5320.158691
	Iteration 74Q: 3 clusters Score -8571179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -8571205.000000 Penalty: 5320.158691
	Iteration 75Q: 3 clusters Score -8571205 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -8571223.000000 Penalty: 5320.158691
	Iteration 76Q: 3 clusters Score -8571223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -8571235.000000 Penalty: 5320.158691
	Iteration 77Q: 3 clusters Score -8571235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -8571234.000000 Penalty: 5320.158691
	Iteration 78Q: 3 clusters Score -8571234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -8571256.000000 Penalty: 5320.158691
	Iteration 79Q: 3 clusters Score -8571256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8571259.000000 Penalty: 5320.158691
	Iteration 80F: 3 clusters Score -8571259 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -8571258.000000 Penalty: 5320.158691
	Iteration 81Q: 3 clusters Score -8571258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8571255.000000 Penalty: 5320.158691
	Iteration 82Q: 3 clusters Score -8571255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8571255.000000 Penalty: 5320.158691
	Iteration 83Q: 3 clusters Score -8571255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -8571244.000000 Penalty: 5320.158691
	Iteration 84Q: 3 clusters Score -8571244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -8571262.000000 Penalty: 5320.158691
	Iteration 85Q: 3 clusters Score -8571262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8571261.000000 Penalty: 5320.158691
	Iteration 86Q: 3 clusters Score -8571261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -8571280.000000 Penalty: 5320.158691
	Iteration 87Q: 3 clusters Score -8571280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8571297.000000 Penalty: 5320.158691
	Iteration 88Q: 3 clusters Score -8571297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8571306.000000 Penalty: 5320.158691
	Iteration 89Q: 3 clusters Score -8571306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -8571313.000000 Penalty: 5320.158691
	Iteration 90Q: 3 clusters Score -8571313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -8571302.000000 Penalty: 5320.158691
	Iteration 91Q: 3 clusters Score -8571302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -8571295.000000 Penalty: 5320.158691
	Iteration 92Q: 3 clusters Score -8571295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8571279.000000 Penalty: 5320.158691
	Iteration 93Q: 3 clusters Score -8571279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -8571270.000000 Penalty: 5320.158691
	Iteration 94Q: 3 clusters Score -8571270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -8571245.000000 Penalty: 5320.158691
	Iteration 95Q: 3 clusters Score -8571245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8571243.000000 Penalty: 5320.158691
	Iteration 96Q: 3 clusters Score -8571243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8571261.000000 Penalty: 5320.158691
	Iteration 97Q: 3 clusters Score -8571261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -8571262.000000 Penalty: 5320.158691
	Iteration 98Q: 3 clusters Score -8571262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -8571246.000000 Penalty: 5320.158691
	Iteration 99Q: 3 clusters Score -8571246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8571263.000000 Penalty: 5320.158691
	Iteration 100F: 3 clusters Score -8571263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -8571254.000000 Penalty: 5320.158691
	Iteration 101Q: 3 clusters Score -8571254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -8571262.000000 Penalty: 5320.158691
	Iteration 102Q: 3 clusters Score -8571262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -8571266.000000 Penalty: 5320.158691
	Iteration 103Q: 3 clusters Score -8571266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -8571256.000000 Penalty: 5320.158691
	Iteration 104Q: 3 clusters Score -8571256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8571254.000000 Penalty: 5320.158691
	Iteration 105Q: 3 clusters Score -8571254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8571268.000000 Penalty: 5320.158691
	Iteration 106Q: 3 clusters Score -8571268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -8571269.000000 Penalty: 5320.158691
	Iteration 107Q: 3 clusters Score -8571269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8571266.000000 Penalty: 5320.158691
	Iteration 108Q: 3 clusters Score -8571266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8571265.000000 Penalty: 5320.158691
	Iteration 109Q: 3 clusters Score -8571265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8571274.000000 Penalty: 5320.158691
	Iteration 110Q: 3 clusters Score -8571274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -8571259.000000 Penalty: 5320.158691
	Iteration 111Q: 3 clusters Score -8571259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8571255.000000 Penalty: 5320.158691
	Iteration 112Q: 3 clusters Score -8571255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8571259.000000 Penalty: 5320.158691
	Iteration 113Q: 3 clusters Score -8571259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8571272.000000 Penalty: 5320.158691
	Iteration 114Q: 3 clusters Score -8571272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8571271.000000 Penalty: 5320.158691
	Iteration 115Q: 3 clusters Score -8571271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -8571270.000000 Penalty: 5320.158691
	Iteration 116Q: 3 clusters Score -8571270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8571275.000000 Penalty: 5320.158691
	Iteration 117Q: 3 clusters Score -8571275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8571286.000000 Penalty: 5320.158691
	Iteration 118Q: 3 clusters Score -8571286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -8571280.000000 Penalty: 5320.158691
	Iteration 119Q: 3 clusters Score -8571280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8571285.000000 Penalty: 5320.158691
	Iteration 120F: 3 clusters Score -8571285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8571286.000000 Penalty: 5320.158691
	Iteration 121Q: 3 clusters Score -8571286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8571285.000000 Penalty: 5320.158691
	Iteration 122Q: 3 clusters Score -8571285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -8571292.000000 Penalty: 5320.158691
	Iteration 123Q: 3 clusters Score -8571292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8571282.000000 Penalty: 5320.158691
	Iteration 124Q: 3 clusters Score -8571282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8571288.000000 Penalty: 5320.158691
	Iteration 125Q: 3 clusters Score -8571288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -8571278.000000 Penalty: 5320.158691
	Iteration 126Q: 3 clusters Score -8571278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8571282.000000 Penalty: 5320.158691
	Iteration 127Q: 3 clusters Score -8571282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8571284.000000 Penalty: 5320.158691
	Iteration 128Q: 3 clusters Score -8571284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8571278.000000 Penalty: 5320.158691
	Iteration 129Q: 3 clusters Score -8571278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -8571283.000000 Penalty: 5320.158691
	Iteration 130Q: 3 clusters Score -8571283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8571280.000000 Penalty: 5320.158691
	Iteration 131Q: 3 clusters Score -8571280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -8571279.000000 Penalty: 5320.158691
	Iteration 132Q: 3 clusters Score -8571279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8571284.000000 Penalty: 5320.158691
	Iteration 133Q: 3 clusters Score -8571284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8571284.000000 Penalty: 5320.158691
	Iteration 134F: 3 clusters Score -8571284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44548 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45802 members 
Mstep: Class 6 contains 49412 members 
Mstep: Class 7 contains 44431 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47722 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30082 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42552 members 
Mstep: Class 17 contains 42830 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44397 members 
Mstep: Class 20 contains 45901 members 
Mstep: Class 21 contains 45473 members 
Mstep: Class 22 contains 47271 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694928.000000 Penalty: 79037.695312
Iteration 279Q: 25 clusters Score -1.066949e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45797 members 
Mstep: Class 6 contains 49407 members 
Mstep: Class 7 contains 44434 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47733 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30084 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42540 members 
Mstep: Class 17 contains 42832 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44402 members 
Mstep: Class 20 contains 45918 members 
Mstep: Class 21 contains 45459 members 
Mstep: Class 22 contains 47262 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694832.000000 Penalty: 79037.695312
Iteration 280F: 25 clusters Score -1.066948e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44532 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45798 members 
Mstep: Class 6 contains 49397 members 
Mstep: Class 7 contains 44441 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47723 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30078 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42548 members 
Mstep: Class 17 contains 42838 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44400 members 
Mstep: Class 20 contains 45926 members 
Mstep: Class 21 contains 45474 members 
Mstep: Class 22 contains 47254 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694800.000000 Penalty: 79037.695312
Iteration 281Q: 25 clusters Score -1.066948e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44534 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45802 members 
Mstep: Class 6 contains 49375 members 
Mstep: Class 7 contains 44428 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47730 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30074 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42532 members 
Mstep: Class 17 contains 42824 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44387 members 
Mstep: Class 20 contains 45944 members 
Mstep: Class 21 contains 45505 members 
Mstep: Class 22 contains 47247 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694824.000000 Penalty: 79037.695312
Iteration 282Q: 25 clusters Score -1.066948e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44536 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45801 members 
Mstep: Class 6 contains 49395 members 
Mstep: Class 7 contains 44422 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47745 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30071 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42524 members 
Mstep: Class 17 contains 42820 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44361 members 
Mstep: Class 20 contains 45953 members 
Mstep: Class 21 contains 45505 members 
Mstep: Class 22 contains 47249 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694808.000000 Penalty: 79037.695312
Iteration 283Q: 25 clusters Score -1.066948e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44538 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 49403 members 
Mstep: Class 7 contains 44420 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47776 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30067 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42515 members 
Mstep: Class 17 contains 42821 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44352 members 
Mstep: Class 20 contains 45941 members 
Mstep: Class 21 contains 45489 members 
Mstep: Class 22 contains 47246 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694936.000000 Penalty: 79037.695312
Iteration 284Q: 25 clusters Score -1.066949e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44533 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45792 members 
Mstep: Class 6 contains 49424 members 
Mstep: Class 7 contains 44422 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47802 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30061 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42511 members 
Mstep: Class 17 contains 42818 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44353 members 
Mstep: Class 20 contains 45917 members 
Mstep: Class 21 contains 45445 members 
Mstep: Class 22 contains 47246 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694920.000000 Penalty: 79037.695312
Iteration 285Q: 25 clusters Score -1.066949e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44513 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45801 members 
Mstep: Class 6 contains 49448 members 
Mstep: Class 7 contains 44410 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47813 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30060 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42515 members 
Mstep: Class 17 contains 42803 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44349 members 
Mstep: Class 20 contains 45912 members 
Mstep: Class 21 contains 45425 members 
Mstep: Class 22 contains 47251 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694912.000000 Penalty: 79037.695312
Iteration 286Q: 25 clusters Score -1.066949e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44505 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45805 members 
Mstep: Class 6 contains 49444 members 
Mstep: Class 7 contains 44418 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47800 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30059 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42521 members 
Mstep: Class 17 contains 42806 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44351 members 
Mstep: Class 20 contains 45907 members 
Mstep: Class 21 contains 45421 members 
Mstep: Class 22 contains 47249 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695128.000000 Penalty: 79037.695312
Iteration 287Q: 25 clusters Score -1.066951e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45802 members 
Mstep: Class 6 contains 49461 members 
Mstep: Class 7 contains 44418 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47800 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30058 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42537 members 
Mstep: Class 17 contains 42814 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44365 members 
Mstep: Class 20 contains 45905 members 
Mstep: Class 21 contains 45412 members 
Mstep: Class 22 contains 47232 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695056.000000 Penalty: 79037.695312
Iteration 288Q: 25 clusters Score -1.066951e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44496 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45810 members 
Mstep: Class 6 contains 49447 members 
Mstep: Class 7 contains 44423 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47813 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30054 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42545 members 
Mstep: Class 17 contains 42812 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44362 members 
Mstep: Class 20 contains 45911 members 
Mstep: Class 21 contains 45421 members 
Mstep: Class 22 contains 47214 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695080.000000 Penalty: 79037.695312
Iteration 289Q: 25 clusters Score -1.066951e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44493 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45820 members 
Mstep: Class 6 contains 49453 members 
Mstep: Class 7 contains 44433 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47798 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30051 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42547 members 
Mstep: Class 17 contains 42802 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44364 members 
Mstep: Class 20 contains 45921 members 
Mstep: Class 21 contains 45433 members 
Mstep: Class 22 contains 47200 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695136.000000 Penalty: 79037.695312
Iteration 290Q: 25 clusters Score -1.066951e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45820 members 
Mstep: Class 6 contains 49449 members 
Mstep: Class 7 contains 44446 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47813 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30049 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42537 members 
Mstep: Class 17 contains 42804 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44360 members 
Mstep: Class 20 contains 45922 members 
Mstep: Class 21 contains 45426 members 
Mstep: Class 22 contains 47196 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695192.000000 Penalty: 79037.695312
Iteration 291Q: 25 clusters Score -1.066952e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44480 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45829 members 
Mstep: Class 6 contains 49441 members 
Mstep: Class 7 contains 44454 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47810 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30054 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42549 members 
Mstep: Class 17 contains 42791 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44373 members 
Mstep: Class 20 contains 45924 members 
Mstep: Class 21 contains 45439 members 
Mstep: Class 22 contains 47186 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695256.000000 Penalty: 79037.695312
Iteration 292Q: 25 clusters Score -1.066953e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44480 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45826 members 
Mstep: Class 6 contains 49434 members 
Mstep: Class 7 contains 44457 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47813 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30056 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42545 members 
Mstep: Class 17 contains 42788 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44368 members 
Mstep: Class 20 contains 45947 members 
Mstep: Class 21 contains 45448 members 
Mstep: Class 22 contains 47176 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695160.000000 Penalty: 79037.695312
Iteration 293Q: 25 clusters Score -1.066952e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44470 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45834 members 
Mstep: Class 6 contains 49437 members 
Mstep: Class 7 contains 44462 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47801 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30057 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42535 members 
Mstep: Class 17 contains 42798 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44378 members 
Mstep: Class 20 contains 45936 members 
Mstep: Class 21 contains 45470 members 
Mstep: Class 22 contains 47155 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695072.000000 Penalty: 79037.695312
Iteration 294Q: 25 clusters Score -1.066951e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44450 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45846 members 
Mstep: Class 6 contains 49452 members 
Mstep: Class 7 contains 44468 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47812 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30055 members 
Mstep: Class 14 contains 1320 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42524 members 
Mstep: Class 17 contains 42789 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44389 members 
Mstep: Class 20 contains 45936 members 
Mstep: Class 21 contains 45458 members 
Mstep: Class 22 contains 47156 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695080.000000 Penalty: 79037.695312
Iteration 295Q: 25 clusters Score -1.066951e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44418 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45861 members 
Mstep: Class 6 contains 49500 members 
Mstep: Class 7 contains 44472 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47817 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 30051 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42516 members 
Mstep: Class 17 contains 42787 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44392 members 
Mstep: Class 20 contains 45908 members 
Mstep: Class 21 contains 45455 members 
Mstep: Class 22 contains 47159 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695248.000000 Penalty: 79037.695312
Iteration 296Q: 25 clusters Score -1.066952e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44386 members 
Mstep: Class 4 contains 890 members 
Mstep: Class 5 contains 45858 members 
Mstep: Class 6 contains 49554 members 
Mstep: Class 7 contains 44456 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47851 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30057 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42512 members 
Mstep: Class 17 contains 42804 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44398 members 
Mstep: Class 20 contains 45865 members 
Mstep: Class 21 contains 45432 members 
Mstep: Class 22 contains 47152 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695184.000000 Penalty: 79037.695312
Iteration 297Q: 25 clusters Score -1.066952e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44368 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45853 members 
Mstep: Class 6 contains 49575 members 
Mstep: Class 7 contains 44449 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47882 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30058 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42507 members 
Mstep: Class 17 contains 42799 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44411 members 
Mstep: Class 20 contains 45832 members 
Mstep: Class 21 contains 45428 members 
Mstep: Class 22 contains 47134 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695088.000000 Penalty: 79037.695312
Iteration 298Q: 25 clusters Score -1.066951e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44355 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45841 members 
Mstep: Class 6 contains 49586 members 
Mstep: Class 7 contains 44449 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47923 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30057 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42503 members 
Mstep: Class 17 contains 42797 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44430 members 
Mstep: Class 20 contains 45789 members 
Mstep: Class 21 contains 45435 members 
Mstep: Class 22 contains 47137 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695064.000000 Penalty: 79037.695312
Iteration 299Q: 25 clusters Score -1.066951e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44346 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45836 members 
Mstep: Class 6 contains 49595 members 
Mstep: Class 7 contains 44443 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47962 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30064 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42497 members 
Mstep: Class 17 contains 42793 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44454 members 
Mstep: Class 20 contains 45748 members 
Mstep: Class 21 contains 45445 members 
Mstep: Class 22 contains 47131 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695000.000000 Penalty: 79037.695312
Iteration 300F: 25 clusters Score -1.06695e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44349 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45832 members 
Mstep: Class 6 contains 49609 members 
Mstep: Class 7 contains 44436 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 47991 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30066 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42503 members 
Mstep: Class 17 contains 42787 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44447 members 
Mstep: Class 20 contains 45699 members 
Mstep: Class 21 contains 45454 members 
Mstep: Class 22 contains 47146 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695088.000000 Penalty: 79037.695312
Iteration 301Q: 25 clusters Score -1.066951e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44352 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45816 members 
Mstep: Class 6 contains 49611 members 
Mstep: Class 7 contains 44433 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48006 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30062 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42512 members 
Mstep: Class 17 contains 42804 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44436 members 
Mstep: Class 20 contains 45666 members 
Mstep: Class 21 contains 45467 members 
Mstep: Class 22 contains 47158 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694992.000000 Penalty: 79037.695312
Iteration 302Q: 25 clusters Score -1.06695e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44348 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45817 members 
Mstep: Class 6 contains 49611 members 
Mstep: Class 7 contains 44440 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48037 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30059 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 42819 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44418 members 
Mstep: Class 20 contains 45657 members 
Mstep: Class 21 contains 45461 members 
Mstep: Class 22 contains 47169 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694880.000000 Penalty: 79037.695312
Iteration 303Q: 25 clusters Score -1.066949e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44353 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45813 members 
Mstep: Class 6 contains 49606 members 
Mstep: Class 7 contains 44443 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48058 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30061 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42476 members 
Mstep: Class 17 contains 42835 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44386 members 
Mstep: Class 20 contains 45640 members 
Mstep: Class 21 contains 45493 members 
Mstep: Class 22 contains 47171 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694936.000000 Penalty: 79037.695312
Iteration 304Q: 25 clusters Score -1.066949e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44365 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45821 members 
Mstep: Class 6 contains 49621 members 
Mstep: Class 7 contains 44449 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48055 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30056 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42461 members 
Mstep: Class 17 contains 42837 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44367 members 
Mstep: Class 20 contains 45618 members 
Mstep: Class 21 contains 45509 members 
Mstep: Class 22 contains 47180 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695040.000000 Penalty: 79037.695312
Iteration 305Q: 25 clusters Score -1.06695e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44380 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45824 members 
Mstep: Class 6 contains 49621 members 
Mstep: Class 7 contains 44442 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48067 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30056 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42453 members 
Mstep: Class 17 contains 42859 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44363 members 
Mstep: Class 20 contains 45600 members 
Mstep: Class 21 contains 45504 members 
Mstep: Class 22 contains 47172 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694840.000000 Penalty: 79037.695312
Iteration 306Q: 25 clusters Score -1.066948e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44377 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45822 members 
Mstep: Class 6 contains 49637 members 
Mstep: Class 7 contains 44435 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48084 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30058 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42455 members 
Mstep: Class 17 contains 42877 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44346 members 
Mstep: Class 20 contains 45581 members 
Mstep: Class 21 contains 45498 members 
Mstep: Class 22 contains 47168 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694992.000000 Penalty: 79037.695312
Iteration 307Q: 25 clusters Score -1.06695e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44389 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45830 members 
Mstep: Class 6 contains 49640 members 
Mstep: Class 7 contains 44441 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48089 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30057 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42446 members 
Mstep: Class 17 contains 42891 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44335 members 
Mstep: Class 20 contains 45567 members 
Mstep: Class 21 contains 45502 members 
Mstep: Class 22 contains 47154 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695184.000000 Penalty: 79037.695312
Iteration 308Q: 25 clusters Score -1.066952e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44408 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45845 members 
Mstep: Class 6 contains 49644 members 
Mstep: Class 7 contains 44431 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48071 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30057 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42442 members 
Mstep: Class 17 contains 42920 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44324 members 
Mstep: Class 20 contains 45537 members 
Mstep: Class 21 contains 45537 members 
Mstep: Class 22 contains 47142 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695032.000000 Penalty: 79037.695312
Iteration 309Q: 25 clusters Score -1.06695e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44425 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45851 members 
Mstep: Class 6 contains 49645 members 
Mstep: Class 7 contains 44439 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48072 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30060 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42418 members 
Mstep: Class 17 contains 42935 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44310 members 
Mstep: Class 20 contains 45506 members 
Mstep: Class 21 contains 45561 members 
Mstep: Class 22 contains 47142 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695064.000000 Penalty: 79037.695312
Iteration 310Q: 25 clusters Score -1.066951e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44441 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45876 members 
Mstep: Class 6 contains 49653 members 
Mstep: Class 7 contains 44440 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48068 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30060 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42425 members 
Mstep: Class 17 contains 42954 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44269 members 
Mstep: Class 20 contains 45468 members 
Mstep: Class 21 contains 45589 members 
Mstep: Class 22 contains 47135 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695184.000000 Penalty: 79037.695312
Iteration 311Q: 25 clusters Score -1.066952e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44457 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45883 members 
Mstep: Class 6 contains 49667 members 
Mstep: Class 7 contains 44439 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48073 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30065 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42402 members 
Mstep: Class 17 contains 42979 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 44239 members 
Mstep: Class 20 contains 45454 members 
Mstep: Class 21 contains 45608 members 
Mstep: Class 22 contains 47137 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695192.000000 Penalty: 79037.695312
Iteration 312Q: 25 clusters Score -1.066952e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44471 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45880 members 
Mstep: Class 6 contains 49676 members 
Mstep: Class 7 contains 44432 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48050 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30062 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42400 members 
Mstep: Class 17 contains 43013 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44220 members 
Mstep: Class 20 contains 45455 members 
Mstep: Class 21 contains 45606 members 
Mstep: Class 22 contains 47149 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695248.000000 Penalty: 79037.695312
Iteration 313Q: 25 clusters Score -1.066952e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44476 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45876 members 
Mstep: Class 6 contains 49699 members 
Mstep: Class 7 contains 44424 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48049 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30062 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42395 members 
Mstep: Class 17 contains 43041 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44182 members 
Mstep: Class 20 contains 45446 members 
Mstep: Class 21 contains 45609 members 
Mstep: Class 22 contains 47155 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695336.000000 Penalty: 79037.695312
Iteration 314Q: 25 clusters Score -1.066953e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44474 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45866 members 
Mstep: Class 6 contains 49724 members 
Mstep: Class 7 contains 44414 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48060 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30063 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42389 members 
Mstep: Class 17 contains 43074 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44148 members 
Mstep: Class 20 contains 45430 members 
Mstep: Class 21 contains 45630 members 
Mstep: Class 22 contains 47164 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695272.000000 Penalty: 79037.695312
Iteration 315Q: 25 clusters Score -1.066953e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44475 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45861 members 
Mstep: Class 6 contains 49736 members 
Mstep: Class 7 contains 44403 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48060 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30074 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42385 members 
Mstep: Class 17 contains 43097 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44124 members 
Mstep: Class 20 contains 45421 members 
Mstep: Class 21 contains 45644 members 
Mstep: Class 22 contains 47168 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695400.000000 Penalty: 79037.695312
Iteration 316Q: 25 clusters Score -1.066954e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44473 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45871 members 
Mstep: Class 6 contains 49748 members 
Mstep: Class 7 contains 44409 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48042 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30078 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42384 members 
Mstep: Class 17 contains 43120 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44098 members 
Mstep: Class 20 contains 45400 members 
Mstep: Class 21 contains 45653 members 
Mstep: Class 22 contains 47168 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695200.000000 Penalty: 79037.695312
Iteration 317Q: 25 clusters Score -1.066952e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44465 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45871 members 
Mstep: Class 6 contains 49764 members 
Mstep: Class 7 contains 44408 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48034 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30081 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42381 members 
Mstep: Class 17 contains 43126 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44098 members 
Mstep: Class 20 contains 45383 members 
Mstep: Class 21 contains 45674 members 
Mstep: Class 22 contains 47157 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695208.000000 Penalty: 79037.695312
Iteration 318Q: 25 clusters Score -1.066952e+08 nChanged 593
Entering ConstructFrom: 
Score: -106695208.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -60334.726562 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -60334.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58831.394531 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -58831.39 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59290.511719 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -59290.51 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59625.644531 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -59625.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59834.035156 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -59834.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59959.449219 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -59959.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60029.414062 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60029.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60136.308594 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60136.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60198.289062 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60198.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60207.484375 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60207.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60208.796875 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60209.398438 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -60209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60209.398438 Penalty: 3120.618408
	Iteration 11F: 3 clusters Score -60209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -65882.593750 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -65882.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -64663.085938 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -64663.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -64801.578125 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -64801.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -64865.746094 Penalty: 2837.274658
	Iteration 2Q: 3 clusters Score -64865.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -64886.500000 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -64886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -64889.218750 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -64889.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -64897.796875 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -64897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -64901.562500 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -64901.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -64922.902344 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -64922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -64929.289062 Penalty: 2837.274658
	Iteration 8Q: 3 clusters Score -64929.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -64931.285156 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -64931.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -64933.304688 Penalty: 2837.274658
	Iteration 10Q: 3 clusters Score -64933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -64935.210938 Penalty: 2837.274658
	Iteration 11Q: 3 clusters Score -64935.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -64937.328125 Penalty: 2837.274658
	Iteration 12Q: 3 clusters Score -64937.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -64940.421875 Penalty: 2837.274658
	Iteration 13F: 3 clusters Score -64940.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -64961.632812 Penalty: 2837.274658
	Iteration 14Q: 3 clusters Score -64961.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -64984.339844 Penalty: 2837.274658
	Iteration 15Q: 3 clusters Score -64984.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65017.585938 Penalty: 2837.274658
	Iteration 16Q: 3 clusters Score -65017.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -65028.445312 Penalty: 2837.274658
	Iteration 17Q: 3 clusters Score -65028.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -65029.820312 Penalty: 2837.274658
	Iteration 18Q: 3 clusters Score -65029.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -65031.253906 Penalty: 2837.274658
	Iteration 19Q: 3 clusters Score -65031.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -65032.046875 Penalty: 2837.274658
	Iteration 20F: 3 clusters Score -65032.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -65033.734375 Penalty: 2837.274658
	Iteration 21Q: 3 clusters Score -65033.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -65036.117188 Penalty: 2837.274658
	Iteration 22Q: 3 clusters Score -65036.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -65036.117188 Penalty: 2837.274658
	Iteration 23F: 3 clusters Score -65036.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Entering Unmasked Estep 
Score: -8258699.000000 Penalty: 2654.192627
	Iteration 0F: 2 clusters Score -8258699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -8229899.500000 Penalty: 5308.385254
	Iteration 0F: 3 clusters Score -8229900 nChanged 20284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -8240932.500000 Penalty: 5308.385254
	Iteration 1F: 3 clusters Score -8240932 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -8241437.500000 Penalty: 5308.385254
	Iteration 2Q: 3 clusters Score -8241438 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -8242035.500000 Penalty: 5308.385254
	Iteration 3Q: 3 clusters Score -8242036 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -8242755.500000 Penalty: 5308.385254
	Iteration 4Q: 3 clusters Score -8242756 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -8243916.500000 Penalty: 5308.385254
	Iteration 5Q: 3 clusters Score -8243916 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -8245523.500000 Penalty: 5308.385254
	Iteration 6F: 3 clusters Score -8245524 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -8247942.500000 Penalty: 5308.385254
	Iteration 7F: 3 clusters Score -8247942 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -8251119.500000 Penalty: 5308.385254
	Iteration 8F: 3 clusters Score -8251120 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -8254241.000000 Penalty: 5308.385254
	Iteration 9F: 3 clusters Score -8254241 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -8256171.500000 Penalty: 5308.385254
	Iteration 10F: 3 clusters Score -8256172 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -8256915.000000 Penalty: 5308.385254
	Iteration 11Q: 3 clusters Score -8256915 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -8257228.500000 Penalty: 5308.385254
	Iteration 12Q: 3 clusters Score -8257228 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -8257419.500000 Penalty: 5308.385254
	Iteration 13Q: 3 clusters Score -8257420 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -8257566.000000 Penalty: 5308.385254
	Iteration 14Q: 3 clusters Score -8257566 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -8257633.500000 Penalty: 5308.385254
	Iteration 15Q: 3 clusters Score -8257634 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -8257722.000000 Penalty: 5308.385254
	Iteration 16Q: 3 clusters Score -8257722 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -8257766.000000 Penalty: 5308.385254
	Iteration 17Q: 3 clusters Score -8257766 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -8257791.000000 Penalty: 5308.385254
	Iteration 18Q: 3 clusters Score -8257791 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -8257832.000000 Penalty: 5308.385254
	Iteration 19Q: 3 clusters Score -8257832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -8257852.000000 Penalty: 5308.385254
	Iteration 20F: 3 clusters Score -8257852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -8257839.000000 Penalty: 5308.385254
	Iteration 21Q: 3 clusters Score -8257839 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -8257836.500000 Penalty: 5308.385254
	Iteration 22Q: 3 clusters Score -8257836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -8257815.500000 Penalty: 5308.385254
	Iteration 23Q: 3 clusters Score -8257816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -8257826.000000 Penalty: 5308.385254
	Iteration 24Q: 3 clusters Score -8257826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -8257836.000000 Penalty: 5308.385254
	Iteration 25Q: 3 clusters Score -8257836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -8257833.000000 Penalty: 5308.385254
	Iteration 26Q: 3 clusters Score -8257833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -8257834.000000 Penalty: 5308.385254
	Iteration 27Q: 3 clusters Score -8257834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -8257830.000000 Penalty: 5308.385254
	Iteration 28Q: 3 clusters Score -8257830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -8257832.500000 Penalty: 5308.385254
	Iteration 29Q: 3 clusters Score -8257832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -8257820.500000 Penalty: 5308.385254
	Iteration 30Q: 3 clusters Score -8257820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -8257820.500000 Penalty: 5308.385254
	Iteration 31Q: 3 clusters Score -8257820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -8257818.500000 Penalty: 5308.385254
	Iteration 32Q: 3 clusters Score -8257818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -8257818.500000 Penalty: 5308.385254
	Iteration 33F: 3 clusters Score -8257818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -155141.265625 Penalty: 1685.057495
	Iteration 0F: 2 clusters Score -155141.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -153331.937500 Penalty: 3370.114990
	Iteration 0F: 3 clusters Score -153331.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -153758.046875 Penalty: 3370.114990
	Iteration 1F: 3 clusters Score -153758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -153969.750000 Penalty: 3370.114990
	Iteration 2F: 3 clusters Score -153969.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -154139.187500 Penalty: 3370.114990
	Iteration 3F: 3 clusters Score -154139.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -154243.718750 Penalty: 3370.114990
	Iteration 4Q: 3 clusters Score -154243.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -154318.671875 Penalty: 3370.114990
	Iteration 5Q: 3 clusters Score -154318.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -154358.812500 Penalty: 3370.114990
	Iteration 6Q: 3 clusters Score -154358.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -154399.968750 Penalty: 3370.114990
	Iteration 7Q: 3 clusters Score -154400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -154450.203125 Penalty: 3370.114990
	Iteration 8Q: 3 clusters Score -154450.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -154496.718750 Penalty: 3370.114990
	Iteration 9Q: 3 clusters Score -154496.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -154532.171875 Penalty: 3370.114990
	Iteration 10Q: 3 clusters Score -154532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -154549.453125 Penalty: 3370.114990
	Iteration 11Q: 3 clusters Score -154549.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -154572.062500 Penalty: 3370.114990
	Iteration 12Q: 3 clusters Score -154572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -154605.375000 Penalty: 3370.114990
	Iteration 13Q: 3 clusters Score -154605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -154648.562500 Penalty: 3370.114990
	Iteration 14Q: 3 clusters Score -154648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -154725.390625 Penalty: 3370.114990
	Iteration 15Q: 3 clusters Score -154725.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -154766.578125 Penalty: 3370.114990
	Iteration 16Q: 3 clusters Score -154766.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -154789.718750 Penalty: 3370.114990
	Iteration 17Q: 3 clusters Score -154789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -154796.640625 Penalty: 3370.114990
	Iteration 18Q: 3 clusters Score -154796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -154796.640625 Penalty: 3370.114990
	Iteration 19F: 3 clusters Score -154796.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Entering Unmasked Estep 
Score: -8435937.000000 Penalty: 2661.951660
	Iteration 0F: 2 clusters Score -8435937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -8405383.000000 Penalty: 5323.903320
	Iteration 0F: 3 clusters Score -8405383 nChanged 21186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -8417262.000000 Penalty: 5323.903320
	Iteration 1F: 3 clusters Score -8417262 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -8417779.000000 Penalty: 5323.903320
	Iteration 2Q: 3 clusters Score -8417779 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -8418275.000000 Penalty: 5323.903320
	Iteration 3Q: 3 clusters Score -8418275 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -8419029.000000 Penalty: 5323.903320
	Iteration 4Q: 3 clusters Score -8419029 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -8420138.000000 Penalty: 5323.903320
	Iteration 5Q: 3 clusters Score -8420138 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -8421904.000000 Penalty: 5323.903320
	Iteration 6F: 3 clusters Score -8421904 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -8424516.000000 Penalty: 5323.903320
	Iteration 7F: 3 clusters Score -8424516 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -8427572.000000 Penalty: 5323.903320
	Iteration 8F: 3 clusters Score -8427572 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -8430267.000000 Penalty: 5323.903320
	Iteration 9F: 3 clusters Score -8430267 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -8431936.000000 Penalty: 5323.903320
	Iteration 10Q: 3 clusters Score -8431936 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -8432800.000000 Penalty: 5323.903320
	Iteration 11Q: 3 clusters Score -8432800 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -8433183.000000 Penalty: 5323.903320
	Iteration 12Q: 3 clusters Score -8433183 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -8433384.000000 Penalty: 5323.903320
	Iteration 13Q: 3 clusters Score -8433384 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8433487.000000 Penalty: 5323.903320
	Iteration 14Q: 3 clusters Score -8433487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -8433564.000000 Penalty: 5323.903320
	Iteration 15Q: 3 clusters Score -8433564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -8433593.000000 Penalty: 5323.903320
	Iteration 16Q: 3 clusters Score -8433593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -8433625.000000 Penalty: 5323.903320
	Iteration 17Q: 3 clusters Score -8433625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -8433637.000000 Penalty: 5323.903320
	Iteration 18Q: 3 clusters Score -8433637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -8433649.000000 Penalty: 5323.903320
	Iteration 19Q: 3 clusters Score -8433649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8433663.000000 Penalty: 5323.903320
	Iteration 20F: 3 clusters Score -8433663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -8433678.000000 Penalty: 5323.903320
	Iteration 21Q: 3 clusters Score -8433678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8433679.000000 Penalty: 5323.903320
	Iteration 22Q: 3 clusters Score -8433679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -8433675.000000 Penalty: 5323.903320
	Iteration 23Q: 3 clusters Score -8433675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -8433675.000000 Penalty: 5323.903320
	Iteration 24F: 3 clusters Score -8433675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Entering Unmasked Estep 
Score: -9278318.000000 Penalty: 2682.191650
	Iteration 0F: 2 clusters Score -9278318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -9248296.000000 Penalty: 5364.383301
	Iteration 0F: 3 clusters Score -9248296 nChanged 23102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -9261009.000000 Penalty: 5364.383301
	Iteration 1F: 3 clusters Score -9261009 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -9261537.000000 Penalty: 5364.383301
	Iteration 2Q: 3 clusters Score -9261537 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -9261977.000000 Penalty: 5364.383301
	Iteration 3Q: 3 clusters Score -9261977 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -9262449.000000 Penalty: 5364.383301
	Iteration 4Q: 3 clusters Score -9262449 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -9262945.000000 Penalty: 5364.383301
	Iteration 5Q: 3 clusters Score -9262945 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -9263627.000000 Penalty: 5364.383301
	Iteration 6Q: 3 clusters Score -9263627 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -9264485.000000 Penalty: 5364.383301
	Iteration 7Q: 3 clusters Score -9264485 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -9265739.000000 Penalty: 5364.383301
	Iteration 8Q: 3 clusters Score -9265739 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -9267526.000000 Penalty: 5364.383301
	Iteration 9F: 3 clusters Score -9267526 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -9269648.000000 Penalty: 5364.383301
	Iteration 10F: 3 clusters Score -9269648 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -9271861.000000 Penalty: 5364.383301
	Iteration 11F: 3 clusters Score -9271861 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -9273670.000000 Penalty: 5364.383301
	Iteration 12Q: 3 clusters Score -9273670 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -9274725.000000 Penalty: 5364.383301
	Iteration 13Q: 3 clusters Score -9274725 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -9275341.000000 Penalty: 5364.383301
	Iteration 14Q: 3 clusters Score -9275341 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -9275673.000000 Penalty: 5364.383301
	Iteration 15Q: 3 clusters Score -9275673 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -9275852.000000 Penalty: 5364.383301
	Iteration 16Q: 3 clusters Score -9275852 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -9275918.000000 Penalty: 5364.383301
	Iteration 17Q: 3 clusters Score -9275918 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -9276009.000000 Penalty: 5364.383301
	Iteration 18Q: 3 clusters Score -9276009 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -9276086.000000 Penalty: 5364.383301
	Iteration 19Q: 3 clusters Score -9276086 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -9276130.000000 Penalty: 5364.383301
	Iteration 20F: 3 clusters Score -9276130 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -9276189.000000 Penalty: 5364.383301
	Iteration 21Q: 3 clusters Score -9276189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -9276220.000000 Penalty: 5364.383301
	Iteration 22Q: 3 clusters Score -9276220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -9276237.000000 Penalty: 5364.383301
	Iteration 23Q: 3 clusters Score -9276237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -9276234.000000 Penalty: 5364.383301
	Iteration 24Q: 3 clusters Score -9276234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -9276228.000000 Penalty: 5364.383301
	Iteration 25Q: 3 clusters Score -9276228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -9276243.000000 Penalty: 5364.383301
	Iteration 26Q: 3 clusters Score -9276243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -9276243.000000 Penalty: 5364.383301
	Iteration 27Q: 3 clusters Score -9276243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -9276249.000000 Penalty: 5364.383301
	Iteration 28Q: 3 clusters Score -9276249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -9276254.000000 Penalty: 5364.383301
	Iteration 29Q: 3 clusters Score -9276254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -9276248.000000 Penalty: 5364.383301
	Iteration 30Q: 3 clusters Score -9276248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -9276252.000000 Penalty: 5364.383301
	Iteration 31Q: 3 clusters Score -9276252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -9276256.000000 Penalty: 5364.383301
	Iteration 32Q: 3 clusters Score -9276256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -9276255.000000 Penalty: 5364.383301
	Iteration 33Q: 3 clusters Score -9276255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -9276252.000000 Penalty: 5364.383301
	Iteration 34Q: 3 clusters Score -9276252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -9276252.000000 Penalty: 5364.383301
	Iteration 35F: 3 clusters Score -9276252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Entering Unmasked Estep 
Score: -8235231.500000 Penalty: 2653.829834
	Iteration 0F: 2 clusters Score -8235232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -8206017.000000 Penalty: 5307.659668
	Iteration 0F: 3 clusters Score -8206017 nChanged 20449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -8217049.500000 Penalty: 5307.659668
	Iteration 1F: 3 clusters Score -8217050 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -8217472.500000 Penalty: 5307.659668
	Iteration 2Q: 3 clusters Score -8217472 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -8217841.500000 Penalty: 5307.659668
	Iteration 3Q: 3 clusters Score -8217842 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -8218298.000000 Penalty: 5307.659668
	Iteration 4Q: 3 clusters Score -8218298 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -8218844.000000 Penalty: 5307.659668
	Iteration 5Q: 3 clusters Score -8218844 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -8219593.500000 Penalty: 5307.659668
	Iteration 6Q: 3 clusters Score -8219594 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -8220877.000000 Penalty: 5307.659668
	Iteration 7F: 3 clusters Score -8220877 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -8222806.000000 Penalty: 5307.659668
	Iteration 8F: 3 clusters Score -8222806 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -8225559.500000 Penalty: 5307.659668
	Iteration 9F: 3 clusters Score -8225560 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -8228635.000000 Penalty: 5307.659668
	Iteration 10F: 3 clusters Score -8228635 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -8231150.000000 Penalty: 5307.659668
	Iteration 11F: 3 clusters Score -8231150 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -8232263.500000 Penalty: 5307.659668
	Iteration 12Q: 3 clusters Score -8232264 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -8232638.000000 Penalty: 5307.659668
	Iteration 13Q: 3 clusters Score -8232638 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -8232777.000000 Penalty: 5307.659668
	Iteration 14Q: 3 clusters Score -8232777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -8232837.500000 Penalty: 5307.659668
	Iteration 15Q: 3 clusters Score -8232838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -8232859.000000 Penalty: 5307.659668
	Iteration 16Q: 3 clusters Score -8232859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -8232895.500000 Penalty: 5307.659668
	Iteration 17Q: 3 clusters Score -8232896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8232916.500000 Penalty: 5307.659668
	Iteration 18Q: 3 clusters Score -8232916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -8232932.000000 Penalty: 5307.659668
	Iteration 19Q: 3 clusters Score -8232932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -8232944.000000 Penalty: 5307.659668
	Iteration 20F: 3 clusters Score -8232944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -8232945.500000 Penalty: 5307.659668
	Iteration 21Q: 3 clusters Score -8232946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8232942.000000 Penalty: 5307.659668
	Iteration 22Q: 3 clusters Score -8232942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8232952.500000 Penalty: 5307.659668
	Iteration 23Q: 3 clusters Score -8232952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -8232954.500000 Penalty: 5307.659668
	Iteration 24Q: 3 clusters Score -8232954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8232956.500000 Penalty: 5307.659668
	Iteration 25Q: 3 clusters Score -8232956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -8232959.000000 Penalty: 5307.659668
	Iteration 26Q: 3 clusters Score -8232959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8232956.000000 Penalty: 5307.659668
	Iteration 27Q: 3 clusters Score -8232956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8232956.000000 Penalty: 5307.659668
	Iteration 28F: 3 clusters Score -8232956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -104991.929688 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -104991.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103286.281250 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -103286.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -103698.460938 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -103698.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103921.875000 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -103921.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104048.289062 Penalty: 3303.645264
	Iteration 3F: 3 clusters Score -104048.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104151.406250 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -104151.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104292.906250 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -104292.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104384.703125 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -104384.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104459.312500 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -104459.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104485.695312 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -104485.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104515.695312 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -104515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104536.960938 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -104537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104564.656250 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -104564.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104603.242188 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -104603.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104633.773438 Penalty: 3303.645264
	Iteration 13Q: 3 clusters Score -104633.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104655.875000 Penalty: 3303.645264
	Iteration 14Q: 3 clusters Score -104655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104667.914062 Penalty: 3303.645264
	Iteration 15Q: 3 clusters Score -104667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104680.304688 Penalty: 3303.645264
	Iteration 16Q: 3 clusters Score -104680.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104687.226562 Penalty: 3303.645264
	Iteration 17Q: 3 clusters Score -104687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104687.226562 Penalty: 3303.645264
	Iteration 18F: 3 clusters Score -104687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Entering Unmasked Estep 
Score: -8959000.000000 Penalty: 2673.377441
	Iteration 0F: 2 clusters Score -8959000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -8928672.000000 Penalty: 5346.754883
	Iteration 0F: 3 clusters Score -8928672 nChanged 21995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -8941046.000000 Penalty: 5346.754883
	Iteration 1F: 3 clusters Score -8941046 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -8941690.000000 Penalty: 5346.754883
	Iteration 2Q: 3 clusters Score -8941690 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -8942263.000000 Penalty: 5346.754883
	Iteration 3Q: 3 clusters Score -8942263 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -8942878.000000 Penalty: 5346.754883
	Iteration 4Q: 3 clusters Score -8942878 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -8943594.000000 Penalty: 5346.754883
	Iteration 5Q: 3 clusters Score -8943594 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -8944581.000000 Penalty: 5346.754883
	Iteration 6Q: 3 clusters Score -8944581 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -8945951.000000 Penalty: 5346.754883
	Iteration 7F: 3 clusters Score -8945951 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -8947847.000000 Penalty: 5346.754883
	Iteration 8F: 3 clusters Score -8947847 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -8950169.000000 Penalty: 5346.754883
	Iteration 9F: 3 clusters Score -8950169 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -8952623.000000 Penalty: 5346.754883
	Iteration 10F: 3 clusters Score -8952623 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -8954521.000000 Penalty: 5346.754883
	Iteration 11F: 3 clusters Score -8954521 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -8955642.000000 Penalty: 5346.754883
	Iteration 12Q: 3 clusters Score -8955642 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -8956229.000000 Penalty: 5346.754883
	Iteration 13Q: 3 clusters Score -8956229 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -8956450.000000 Penalty: 5346.754883
	Iteration 14Q: 3 clusters Score -8956450 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -8956586.000000 Penalty: 5346.754883
	Iteration 15Q: 3 clusters Score -8956586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -8956660.000000 Penalty: 5346.754883
	Iteration 16Q: 3 clusters Score -8956660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -8956689.000000 Penalty: 5346.754883
	Iteration 17Q: 3 clusters Score -8956689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -8956723.000000 Penalty: 5346.754883
	Iteration 18Q: 3 clusters Score -8956723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -8956716.000000 Penalty: 5346.754883
	Iteration 19Q: 3 clusters Score -8956716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -8956728.000000 Penalty: 5346.754883
	Iteration 20F: 3 clusters Score -8956728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -8956732.000000 Penalty: 5346.754883
	Iteration 21Q: 3 clusters Score -8956732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -8956748.000000 Penalty: 5346.754883
	Iteration 22Q: 3 clusters Score -8956748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -8956758.000000 Penalty: 5346.754883
	Iteration 23Q: 3 clusters Score -8956758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -8956762.000000 Penalty: 5346.754883
	Iteration 24Q: 3 clusters Score -8956762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -8956753.000000 Penalty: 5346.754883
	Iteration 25Q: 3 clusters Score -8956753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -8956762.000000 Penalty: 5346.754883
	Iteration 26Q: 3 clusters Score -8956762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -8956759.000000 Penalty: 5346.754883
	Iteration 27Q: 3 clusters Score -8956759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -8956769.000000 Penalty: 5346.754883
	Iteration 28Q: 3 clusters Score -8956769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -8956775.000000 Penalty: 5346.754883
	Iteration 29Q: 3 clusters Score -8956775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -8956777.000000 Penalty: 5346.754883
	Iteration 30Q: 3 clusters Score -8956777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -8956779.000000 Penalty: 5346.754883
	Iteration 31Q: 3 clusters Score -8956779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -8956775.000000 Penalty: 5346.754883
	Iteration 32Q: 3 clusters Score -8956775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -8956775.000000 Penalty: 5346.754883
	Iteration 33F: 3 clusters Score -8956775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -24877.449219 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -24877.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23806.740234 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -23806.74 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24150.076172 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -24150.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24246.218750 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -24246.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24337.541016 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -24337.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24357.724609 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -24357.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24357.724609 Penalty: 2856.415283
	Iteration 5F: 3 clusters Score -24357.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -302861.218750 Penalty: 1856.262695
	Iteration 0F: 2 clusters Score -302861.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -300338.562500 Penalty: 3712.525391
	Iteration 0F: 3 clusters Score -300338.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -300861.718750 Penalty: 3712.525391
	Iteration 1F: 3 clusters Score -300861.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -301306.812500 Penalty: 3712.525391
	Iteration 2F: 3 clusters Score -301306.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -301692.187500 Penalty: 3712.525391
	Iteration 3F: 3 clusters Score -301692.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -301930.312500 Penalty: 3712.525391
	Iteration 4F: 3 clusters Score -301930.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -302071.468750 Penalty: 3712.525391
	Iteration 5F: 3 clusters Score -302071.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -302162.343750 Penalty: 3712.525391
	Iteration 6Q: 3 clusters Score -302162.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -302238.375000 Penalty: 3712.525391
	Iteration 7Q: 3 clusters Score -302238.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -302291.125000 Penalty: 3712.525391
	Iteration 8Q: 3 clusters Score -302291.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -302315.093750 Penalty: 3712.525391
	Iteration 9Q: 3 clusters Score -302315.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -302327.781250 Penalty: 3712.525391
	Iteration 10Q: 3 clusters Score -302327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -302330.718750 Penalty: 3712.525391
	Iteration 11Q: 3 clusters Score -302330.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -302337.062500 Penalty: 3712.525391
	Iteration 12Q: 3 clusters Score -302337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -302344.031250 Penalty: 3712.525391
	Iteration 13Q: 3 clusters Score -302344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -302347.968750 Penalty: 3712.525391
	Iteration 14Q: 3 clusters Score -302348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -302352.250000 Penalty: 3712.525391
	Iteration 15Q: 3 clusters Score -302352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -302358.312500 Penalty: 3712.525391
	Iteration 16Q: 3 clusters Score -302358.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -302366.968750 Penalty: 3712.525391
	Iteration 17Q: 3 clusters Score -302367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -302377.656250 Penalty: 3712.525391
	Iteration 18Q: 3 clusters Score -302377.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -302391.000000 Penalty: 3712.525391
	Iteration 19Q: 3 clusters Score -302391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -302397.187500 Penalty: 3712.525391
	Iteration 20F: 3 clusters Score -302397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -302397.437500 Penalty: 3712.525391
	Iteration 21Q: 3 clusters Score -302397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -302398.187500 Penalty: 3712.525391
	Iteration 22Q: 3 clusters Score -302398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -302398.187500 Penalty: 3712.525391
	Iteration 23F: 3 clusters Score -302398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -127689.750000 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -127689.8 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 367 members 
Entering Unmasked Estep 
Score: -126002.179688 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -126002.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -126264.179688 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -126264.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -126458.742188 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -126458.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -126699.289062 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -126699.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -127005.656250 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -127005.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -127352.117188 Penalty: 3274.210205
	Iteration 5F: 3 clusters Score -127352.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -127648.906250 Penalty: 3274.210205
	Iteration 6F: 3 clusters Score -127648.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -127850.156250 Penalty: 3274.210205
	Iteration 7F: 3 clusters Score -127850.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -127950.117188 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -127950.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -128067.039062 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -128067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -128150.781250 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -128150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -128159.968750 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -128160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -128162.484375 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -128162.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -128162.484375 Penalty: 3274.210205
	Iteration 13F: 3 clusters Score -128162.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44462 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45875 members 
Mstep: Class 6 contains 49776 members 
Mstep: Class 7 contains 44397 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48038 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 30081 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42384 members 
Mstep: Class 17 contains 43142 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44089 members 
Mstep: Class 20 contains 45359 members 
Mstep: Class 21 contains 45686 members 
Mstep: Class 22 contains 47153 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45511 members 
Mstep: Class 25 contains 257 members 
Entering Unmasked Estep 
Score: -106694120.000000 Penalty: 82330.929688
Splitting cluster 12 changes total score from -106695208.000000 to -106694120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -5419054.000000 Penalty: 2557.289062
	Iteration 0F: 2 clusters Score -5419054 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 15168 members 
Entering Unmasked Estep 
Score: -5398475.000000 Penalty: 5114.578125
	Iteration 0F: 3 clusters Score -5398475 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -5405754.500000 Penalty: 5114.578125
	Iteration 1F: 3 clusters Score -5405754 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -5406279.500000 Penalty: 5114.578125
	Iteration 2Q: 3 clusters Score -5406280 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5406784.000000 Penalty: 5114.578125
	Iteration 3Q: 3 clusters Score -5406784 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -5407356.500000 Penalty: 5114.578125
	Iteration 4Q: 3 clusters Score -5407356 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -5407958.000000 Penalty: 5114.578125
	Iteration 5Q: 3 clusters Score -5407958 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -5408598.000000 Penalty: 5114.578125
	Iteration 6Q: 3 clusters Score -5408598 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -5409235.000000 Penalty: 5114.578125
	Iteration 7Q: 3 clusters Score -5409235 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -5409935.000000 Penalty: 5114.578125
	Iteration 8Q: 3 clusters Score -5409935 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -5410820.500000 Penalty: 5114.578125
	Iteration 9Q: 3 clusters Score -5410820 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5411944.500000 Penalty: 5114.578125
	Iteration 10F: 3 clusters Score -5411944 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -5413064.500000 Penalty: 5114.578125
	Iteration 11Q: 3 clusters Score -5413064 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -5414140.500000 Penalty: 5114.578125
	Iteration 12Q: 3 clusters Score -5414140 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -5414921.500000 Penalty: 5114.578125
	Iteration 13Q: 3 clusters Score -5414922 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -5415482.500000 Penalty: 5114.578125
	Iteration 14Q: 3 clusters Score -5415482 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -5415912.000000 Penalty: 5114.578125
	Iteration 15Q: 3 clusters Score -5415912 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -5416173.000000 Penalty: 5114.578125
	Iteration 16Q: 3 clusters Score -5416173 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -5416387.000000 Penalty: 5114.578125
	Iteration 17Q: 3 clusters Score -5416387 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -5416523.000000 Penalty: 5114.578125
	Iteration 18Q: 3 clusters Score -5416523 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -5416619.000000 Penalty: 5114.578125
	Iteration 19Q: 3 clusters Score -5416619 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -5416660.500000 Penalty: 5114.578125
	Iteration 20F: 3 clusters Score -5416660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -5416698.500000 Penalty: 5114.578125
	Iteration 21Q: 3 clusters Score -5416698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -5416725.500000 Penalty: 5114.578125
	Iteration 22Q: 3 clusters Score -5416726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -5416742.500000 Penalty: 5114.578125
	Iteration 23Q: 3 clusters Score -5416742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -5416758.500000 Penalty: 5114.578125
	Iteration 24Q: 3 clusters Score -5416758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -5416763.000000 Penalty: 5114.578125
	Iteration 25Q: 3 clusters Score -5416763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -5416769.500000 Penalty: 5114.578125
	Iteration 26Q: 3 clusters Score -5416770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -5416778.500000 Penalty: 5114.578125
	Iteration 27Q: 3 clusters Score -5416778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -5416774.000000 Penalty: 5114.578125
	Iteration 28Q: 3 clusters Score -5416774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -5416783.000000 Penalty: 5114.578125
	Iteration 29Q: 3 clusters Score -5416783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -5416785.500000 Penalty: 5114.578125
	Iteration 30Q: 3 clusters Score -5416786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -5416793.000000 Penalty: 5114.578125
	Iteration 31Q: 3 clusters Score -5416793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -5416803.500000 Penalty: 5114.578125
	Iteration 32Q: 3 clusters Score -5416804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -5416805.000000 Penalty: 5114.578125
	Iteration 33Q: 3 clusters Score -5416805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -5416807.500000 Penalty: 5114.578125
	Iteration 34Q: 3 clusters Score -5416808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -5416808.000000 Penalty: 5114.578125
	Iteration 35Q: 3 clusters Score -5416808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -5416810.500000 Penalty: 5114.578125
	Iteration 36Q: 3 clusters Score -5416810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -5416806.000000 Penalty: 5114.578125
	Iteration 37Q: 3 clusters Score -5416806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -5416807.000000 Penalty: 5114.578125
	Iteration 38Q: 3 clusters Score -5416807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -5416812.000000 Penalty: 5114.578125
	Iteration 39Q: 3 clusters Score -5416812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -5416818.000000 Penalty: 5114.578125
	Iteration 40F: 3 clusters Score -5416818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -5416815.500000 Penalty: 5114.578125
	Iteration 41Q: 3 clusters Score -5416816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -5416817.500000 Penalty: 5114.578125
	Iteration 42Q: 3 clusters Score -5416818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5416821.000000 Penalty: 5114.578125
	Iteration 43Q: 3 clusters Score -5416821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -5416820.000000 Penalty: 5114.578125
	Iteration 44Q: 3 clusters Score -5416820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -5416828.500000 Penalty: 5114.578125
	Iteration 45Q: 3 clusters Score -5416828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -5416830.000000 Penalty: 5114.578125
	Iteration 46Q: 3 clusters Score -5416830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -5416826.000000 Penalty: 5114.578125
	Iteration 47Q: 3 clusters Score -5416826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -5416826.500000 Penalty: 5114.578125
	Iteration 48Q: 3 clusters Score -5416826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -5416835.000000 Penalty: 5114.578125
	Iteration 49Q: 3 clusters Score -5416835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -5416839.500000 Penalty: 5114.578125
	Iteration 50Q: 3 clusters Score -5416840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -5416844.500000 Penalty: 5114.578125
	Iteration 51Q: 3 clusters Score -5416844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -5416846.500000 Penalty: 5114.578125
	Iteration 52Q: 3 clusters Score -5416846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -5416851.000000 Penalty: 5114.578125
	Iteration 53Q: 3 clusters Score -5416851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -5416855.000000 Penalty: 5114.578125
	Iteration 54Q: 3 clusters Score -5416855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -5416856.500000 Penalty: 5114.578125
	Iteration 55Q: 3 clusters Score -5416856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -5416853.000000 Penalty: 5114.578125
	Iteration 56Q: 3 clusters Score -5416853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5416856.500000 Penalty: 5114.578125
	Iteration 57Q: 3 clusters Score -5416856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -5416855.500000 Penalty: 5114.578125
	Iteration 58Q: 3 clusters Score -5416856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -5416856.000000 Penalty: 5114.578125
	Iteration 59Q: 3 clusters Score -5416856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -5416860.000000 Penalty: 5114.578125
	Iteration 60F: 3 clusters Score -5416860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -244550.718750 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -244550.7 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 634 members 
Entering Unmasked Estep 
Score: -242391.343750 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -242391.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -242705.343750 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -242705.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -242781.375000 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -242781.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -242823.328125 Penalty: 3562.823486
	Iteration 3Q: 3 clusters Score -242823.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -242846.421875 Penalty: 3562.823486
	Iteration 4Q: 3 clusters Score -242846.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -242856.875000 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -242856.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -242861.140625 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -242861.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -242868.859375 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -242868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -242879.125000 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -242879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -242887.718750 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -242887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -242889.500000 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -242889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -242891.203125 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -242891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -242896.281250 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -242896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -242901.515625 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -242901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -242905.406250 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -242905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -242907.609375 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -242907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -242908.343750 Penalty: 3562.823486
	Iteration 16Q: 3 clusters Score -242908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -242909.125000 Penalty: 3562.823486
	Iteration 17Q: 3 clusters Score -242909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -242910.359375 Penalty: 3562.823486
	Iteration 18Q: 3 clusters Score -242910.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -242911.968750 Penalty: 3562.823486
	Iteration 19Q: 3 clusters Score -242912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -242913.000000 Penalty: 3562.823486
	Iteration 20F: 3 clusters Score -242913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -141038.484375 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -141038.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -139209.515625 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -139209.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -139536.062500 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -139536.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -139609.500000 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -139609.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -139658.578125 Penalty: 3374.538574
	Iteration 3Q: 3 clusters Score -139658.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -139688.343750 Penalty: 3374.538574
	Iteration 4Q: 3 clusters Score -139688.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -139731.828125 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -139731.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -139783.359375 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -139783.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -139864.093750 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -139864.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -139938.531250 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -139938.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -139975.109375 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -139975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -139992.609375 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -139992.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -140018.312500 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -140018.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -140038.968750 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -140039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -140053.171875 Penalty: 3374.538574
	Iteration 13Q: 3 clusters Score -140053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -140060.281250 Penalty: 3374.538574
	Iteration 14Q: 3 clusters Score -140060.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -140064.093750 Penalty: 3374.538574
	Iteration 15Q: 3 clusters Score -140064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -140069.109375 Penalty: 3374.538574
	Iteration 16Q: 3 clusters Score -140069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -140078.171875 Penalty: 3374.538574
	Iteration 17Q: 3 clusters Score -140078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -140087.390625 Penalty: 3374.538574
	Iteration 18Q: 3 clusters Score -140087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -140101.578125 Penalty: 3374.538574
	Iteration 19Q: 3 clusters Score -140101.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -140117.453125 Penalty: 3374.538574
	Iteration 20F: 3 clusters Score -140117.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -140140.750000 Penalty: 3374.538574
	Iteration 21Q: 3 clusters Score -140140.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -140157.687500 Penalty: 3374.538574
	Iteration 22Q: 3 clusters Score -140157.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -140179.812500 Penalty: 3374.538574
	Iteration 23Q: 3 clusters Score -140179.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -140190.984375 Penalty: 3374.538574
	Iteration 24Q: 3 clusters Score -140191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -140197.796875 Penalty: 3374.538574
	Iteration 25Q: 3 clusters Score -140197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -140214.218750 Penalty: 3374.538574
	Iteration 26Q: 3 clusters Score -140214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -140228.906250 Penalty: 3374.538574
	Iteration 27Q: 3 clusters Score -140228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -140237.203125 Penalty: 3374.538574
	Iteration 28Q: 3 clusters Score -140237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -140242.421875 Penalty: 3374.538574
	Iteration 29Q: 3 clusters Score -140242.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -140246.187500 Penalty: 3374.538574
	Iteration 30Q: 3 clusters Score -140246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -140246.968750 Penalty: 3374.538574
	Iteration 31Q: 3 clusters Score -140247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -140247.328125 Penalty: 3374.538574
	Iteration 32Q: 3 clusters Score -140247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -140248.953125 Penalty: 3374.538574
	Iteration 33Q: 3 clusters Score -140249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -140250.765625 Penalty: 3374.538574
	Iteration 34Q: 3 clusters Score -140250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -140251.468750 Penalty: 3374.538574
	Iteration 35Q: 3 clusters Score -140251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -140251.468750 Penalty: 3374.538574
	Iteration 36F: 3 clusters Score -140251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Entering Unmasked Estep 
Score: -7845131.000000 Penalty: 2642.322266
	Iteration 0F: 2 clusters Score -7845131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -7816886.500000 Penalty: 5284.644531
	Iteration 0F: 3 clusters Score -7816886 nChanged 19432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -7827382.000000 Penalty: 5284.644531
	Iteration 1F: 3 clusters Score -7827382 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -7827989.000000 Penalty: 5284.644531
	Iteration 2Q: 3 clusters Score -7827989 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -7828690.500000 Penalty: 5284.644531
	Iteration 3Q: 3 clusters Score -7828690 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -7829656.500000 Penalty: 5284.644531
	Iteration 4Q: 3 clusters Score -7829656 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -7830993.000000 Penalty: 5284.644531
	Iteration 5F: 3 clusters Score -7830993 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -7832979.500000 Penalty: 5284.644531
	Iteration 6F: 3 clusters Score -7832980 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -7835332.500000 Penalty: 5284.644531
	Iteration 7F: 3 clusters Score -7835332 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -7837630.000000 Penalty: 5284.644531
	Iteration 8F: 3 clusters Score -7837630 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -7839450.000000 Penalty: 5284.644531
	Iteration 9F: 3 clusters Score -7839450 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -7840737.500000 Penalty: 5284.644531
	Iteration 10Q: 3 clusters Score -7840738 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7841680.000000 Penalty: 5284.644531
	Iteration 11Q: 3 clusters Score -7841680 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -7842357.000000 Penalty: 5284.644531
	Iteration 12Q: 3 clusters Score -7842357 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -7842822.000000 Penalty: 5284.644531
	Iteration 13Q: 3 clusters Score -7842822 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7843131.500000 Penalty: 5284.644531
	Iteration 14Q: 3 clusters Score -7843132 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -7843298.000000 Penalty: 5284.644531
	Iteration 15Q: 3 clusters Score -7843298 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7843406.500000 Penalty: 5284.644531
	Iteration 16Q: 3 clusters Score -7843406 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7843455.000000 Penalty: 5284.644531
	Iteration 17Q: 3 clusters Score -7843455 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7843500.000000 Penalty: 5284.644531
	Iteration 18Q: 3 clusters Score -7843500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7843529.000000 Penalty: 5284.644531
	Iteration 19Q: 3 clusters Score -7843529 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7843543.500000 Penalty: 5284.644531
	Iteration 20F: 3 clusters Score -7843544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -7843550.000000 Penalty: 5284.644531
	Iteration 21Q: 3 clusters Score -7843550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7843566.500000 Penalty: 5284.644531
	Iteration 22Q: 3 clusters Score -7843566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7843568.500000 Penalty: 5284.644531
	Iteration 23Q: 3 clusters Score -7843568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7843579.500000 Penalty: 5284.644531
	Iteration 24Q: 3 clusters Score -7843580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7843587.500000 Penalty: 5284.644531
	Iteration 25Q: 3 clusters Score -7843588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7843596.500000 Penalty: 5284.644531
	Iteration 26Q: 3 clusters Score -7843596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7843598.000000 Penalty: 5284.644531
	Iteration 27Q: 3 clusters Score -7843598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7843599.500000 Penalty: 5284.644531
	Iteration 28Q: 3 clusters Score -7843600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7843602.000000 Penalty: 5284.644531
	Iteration 29Q: 3 clusters Score -7843602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7843598.500000 Penalty: 5284.644531
	Iteration 30Q: 3 clusters Score -7843598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7843607.000000 Penalty: 5284.644531
	Iteration 31Q: 3 clusters Score -7843607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7843611.500000 Penalty: 5284.644531
	Iteration 32Q: 3 clusters Score -7843612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7843608.000000 Penalty: 5284.644531
	Iteration 33Q: 3 clusters Score -7843608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7843613.000000 Penalty: 5284.644531
	Iteration 34Q: 3 clusters Score -7843613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7843619.500000 Penalty: 5284.644531
	Iteration 35Q: 3 clusters Score -7843620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7843615.500000 Penalty: 5284.644531
	Iteration 36Q: 3 clusters Score -7843616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7843619.000000 Penalty: 5284.644531
	Iteration 37Q: 3 clusters Score -7843619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7843620.000000 Penalty: 5284.644531
	Iteration 38Q: 3 clusters Score -7843620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7843612.500000 Penalty: 5284.644531
	Iteration 39Q: 3 clusters Score -7843612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7843617.500000 Penalty: 5284.644531
	Iteration 40F: 3 clusters Score -7843618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7843616.000000 Penalty: 5284.644531
	Iteration 41Q: 3 clusters Score -7843616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7843617.500000 Penalty: 5284.644531
	Iteration 42Q: 3 clusters Score -7843618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7843617.500000 Penalty: 5284.644531
	Iteration 43F: 3 clusters Score -7843618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Entering Unmasked Estep 
Score: -8013593.500000 Penalty: 2646.718750
	Iteration 0F: 2 clusters Score -8013594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -7984626.500000 Penalty: 5293.437500
	Iteration 0F: 3 clusters Score -7984626 nChanged 19803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -7995456.500000 Penalty: 5293.437500
	Iteration 1F: 3 clusters Score -7995456 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -7996154.500000 Penalty: 5293.437500
	Iteration 2Q: 3 clusters Score -7996154 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -7996951.500000 Penalty: 5293.437500
	Iteration 3Q: 3 clusters Score -7996952 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -7998034.000000 Penalty: 5293.437500
	Iteration 4F: 3 clusters Score -7998034 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -7999651.500000 Penalty: 5293.437500
	Iteration 5F: 3 clusters Score -7999652 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -8001652.500000 Penalty: 5293.437500
	Iteration 6F: 3 clusters Score -8001652 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -8004056.000000 Penalty: 5293.437500
	Iteration 7F: 3 clusters Score -8004056 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -8006831.500000 Penalty: 5293.437500
	Iteration 8F: 3 clusters Score -8006832 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -8009042.000000 Penalty: 5293.437500
	Iteration 9F: 3 clusters Score -8009042 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -8010020.500000 Penalty: 5293.437500
	Iteration 10Q: 3 clusters Score -8010020 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -8010353.000000 Penalty: 5293.437500
	Iteration 11Q: 3 clusters Score -8010353 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -8010541.000000 Penalty: 5293.437500
	Iteration 12Q: 3 clusters Score -8010541 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -8010629.500000 Penalty: 5293.437500
	Iteration 13Q: 3 clusters Score -8010630 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -8010706.500000 Penalty: 5293.437500
	Iteration 14Q: 3 clusters Score -8010706 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -8010766.500000 Penalty: 5293.437500
	Iteration 15Q: 3 clusters Score -8010766 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -8010827.000000 Penalty: 5293.437500
	Iteration 16Q: 3 clusters Score -8010827 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -8010907.000000 Penalty: 5293.437500
	Iteration 17Q: 3 clusters Score -8010907 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -8010946.000000 Penalty: 5293.437500
	Iteration 18Q: 3 clusters Score -8010946 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -8011008.000000 Penalty: 5293.437500
	Iteration 19Q: 3 clusters Score -8011008 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -8011038.000000 Penalty: 5293.437500
	Iteration 20F: 3 clusters Score -8011038 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -8011054.000000 Penalty: 5293.437500
	Iteration 21Q: 3 clusters Score -8011054 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -8011104.000000 Penalty: 5293.437500
	Iteration 22Q: 3 clusters Score -8011104 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -8011130.500000 Penalty: 5293.437500
	Iteration 23Q: 3 clusters Score -8011130 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -8011161.500000 Penalty: 5293.437500
	Iteration 24Q: 3 clusters Score -8011162 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -8011181.000000 Penalty: 5293.437500
	Iteration 25Q: 3 clusters Score -8011181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -8011231.500000 Penalty: 5293.437500
	Iteration 26Q: 3 clusters Score -8011232 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -8011247.500000 Penalty: 5293.437500
	Iteration 27Q: 3 clusters Score -8011248 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -8011292.500000 Penalty: 5293.437500
	Iteration 28Q: 3 clusters Score -8011292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -8011286.500000 Penalty: 5293.437500
	Iteration 29Q: 3 clusters Score -8011286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -8011320.500000 Penalty: 5293.437500
	Iteration 30Q: 3 clusters Score -8011320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -8011351.000000 Penalty: 5293.437500
	Iteration 31Q: 3 clusters Score -8011351 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -8011373.000000 Penalty: 5293.437500
	Iteration 32Q: 3 clusters Score -8011373 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -8011381.000000 Penalty: 5293.437500
	Iteration 33Q: 3 clusters Score -8011381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -8011388.000000 Penalty: 5293.437500
	Iteration 34Q: 3 clusters Score -8011388 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -8011442.000000 Penalty: 5293.437500
	Iteration 35Q: 3 clusters Score -8011442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -8011457.000000 Penalty: 5293.437500
	Iteration 36Q: 3 clusters Score -8011457 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -8011478.000000 Penalty: 5293.437500
	Iteration 37Q: 3 clusters Score -8011478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -8011494.500000 Penalty: 5293.437500
	Iteration 38Q: 3 clusters Score -8011494 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -8011525.000000 Penalty: 5293.437500
	Iteration 39Q: 3 clusters Score -8011525 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -8011549.000000 Penalty: 5293.437500
	Iteration 40F: 3 clusters Score -8011549 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -8011580.500000 Penalty: 5293.437500
	Iteration 41Q: 3 clusters Score -8011580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -8011612.000000 Penalty: 5293.437500
	Iteration 42Q: 3 clusters Score -8011612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -8011633.500000 Penalty: 5293.437500
	Iteration 43Q: 3 clusters Score -8011634 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -8011653.500000 Penalty: 5293.437500
	Iteration 44Q: 3 clusters Score -8011654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -8011659.000000 Penalty: 5293.437500
	Iteration 45Q: 3 clusters Score -8011659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -8011691.500000 Penalty: 5293.437500
	Iteration 46Q: 3 clusters Score -8011692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -8011680.000000 Penalty: 5293.437500
	Iteration 47Q: 3 clusters Score -8011680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -8011694.000000 Penalty: 5293.437500
	Iteration 48Q: 3 clusters Score -8011694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -8011720.000000 Penalty: 5293.437500
	Iteration 49Q: 3 clusters Score -8011720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -8011739.500000 Penalty: 5293.437500
	Iteration 50Q: 3 clusters Score -8011740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -8011753.500000 Penalty: 5293.437500
	Iteration 51Q: 3 clusters Score -8011754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -8011760.500000 Penalty: 5293.437500
	Iteration 52Q: 3 clusters Score -8011760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -8011777.000000 Penalty: 5293.437500
	Iteration 53Q: 3 clusters Score -8011777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -8011800.500000 Penalty: 5293.437500
	Iteration 54Q: 3 clusters Score -8011800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -8011797.500000 Penalty: 5293.437500
	Iteration 55Q: 3 clusters Score -8011798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -8011793.000000 Penalty: 5293.437500
	Iteration 56Q: 3 clusters Score -8011793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -8011794.000000 Penalty: 5293.437500
	Iteration 57Q: 3 clusters Score -8011794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -8011795.500000 Penalty: 5293.437500
	Iteration 58Q: 3 clusters Score -8011796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -8011803.000000 Penalty: 5293.437500
	Iteration 59Q: 3 clusters Score -8011803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -8011801.000000 Penalty: 5293.437500
	Iteration 60F: 3 clusters Score -8011801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -8011814.000000 Penalty: 5293.437500
	Iteration 61Q: 3 clusters Score -8011814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -8011798.000000 Penalty: 5293.437500
	Iteration 62Q: 3 clusters Score -8011798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -8011803.000000 Penalty: 5293.437500
	Iteration 63Q: 3 clusters Score -8011803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -8011808.500000 Penalty: 5293.437500
	Iteration 64Q: 3 clusters Score -8011808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -8011816.500000 Penalty: 5293.437500
	Iteration 65Q: 3 clusters Score -8011816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -8011846.000000 Penalty: 5293.437500
	Iteration 66Q: 3 clusters Score -8011846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -8011847.500000 Penalty: 5293.437500
	Iteration 67Q: 3 clusters Score -8011848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -8011846.000000 Penalty: 5293.437500
	Iteration 68Q: 3 clusters Score -8011846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -8011856.500000 Penalty: 5293.437500
	Iteration 69Q: 3 clusters Score -8011856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -8011860.500000 Penalty: 5293.437500
	Iteration 70Q: 3 clusters Score -8011860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -8011854.500000 Penalty: 5293.437500
	Iteration 71Q: 3 clusters Score -8011854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -8011857.500000 Penalty: 5293.437500
	Iteration 72Q: 3 clusters Score -8011858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -8011857.000000 Penalty: 5293.437500
	Iteration 73Q: 3 clusters Score -8011857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -8011857.000000 Penalty: 5293.437500
	Iteration 74Q: 3 clusters Score -8011857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -8011866.500000 Penalty: 5293.437500
	Iteration 75Q: 3 clusters Score -8011866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -8011881.500000 Penalty: 5293.437500
	Iteration 76Q: 3 clusters Score -8011882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -8011883.000000 Penalty: 5293.437500
	Iteration 77Q: 3 clusters Score -8011883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -8011881.500000 Penalty: 5293.437500
	Iteration 78Q: 3 clusters Score -8011882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -8011886.500000 Penalty: 5293.437500
	Iteration 79Q: 3 clusters Score -8011886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -8011882.000000 Penalty: 5293.437500
	Iteration 80F: 3 clusters Score -8011882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -8011890.000000 Penalty: 5293.437500
	Iteration 81Q: 3 clusters Score -8011890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -8011895.000000 Penalty: 5293.437500
	Iteration 82Q: 3 clusters Score -8011895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -8011893.500000 Penalty: 5293.437500
	Iteration 83Q: 3 clusters Score -8011894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -8011886.000000 Penalty: 5293.437500
	Iteration 84Q: 3 clusters Score -8011886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -8011891.500000 Penalty: 5293.437500
	Iteration 85Q: 3 clusters Score -8011892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -8011898.000000 Penalty: 5293.437500
	Iteration 86Q: 3 clusters Score -8011898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -8011904.500000 Penalty: 5293.437500
	Iteration 87Q: 3 clusters Score -8011904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -8011906.000000 Penalty: 5293.437500
	Iteration 88Q: 3 clusters Score -8011906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -8011907.000000 Penalty: 5293.437500
	Iteration 89Q: 3 clusters Score -8011907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -8011903.000000 Penalty: 5293.437500
	Iteration 90Q: 3 clusters Score -8011903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -8011901.500000 Penalty: 5293.437500
	Iteration 91Q: 3 clusters Score -8011902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -8011900.500000 Penalty: 5293.437500
	Iteration 92Q: 3 clusters Score -8011900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -8011895.500000 Penalty: 5293.437500
	Iteration 93Q: 3 clusters Score -8011896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -8011904.000000 Penalty: 5293.437500
	Iteration 94Q: 3 clusters Score -8011904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -8011899.500000 Penalty: 5293.437500
	Iteration 95Q: 3 clusters Score -8011900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -8011903.500000 Penalty: 5293.437500
	Iteration 96Q: 3 clusters Score -8011904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -8011895.000000 Penalty: 5293.437500
	Iteration 97Q: 3 clusters Score -8011895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -8011909.000000 Penalty: 5293.437500
	Iteration 98Q: 3 clusters Score -8011909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -8011901.000000 Penalty: 5293.437500
	Iteration 99Q: 3 clusters Score -8011901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -8011908.500000 Penalty: 5293.437500
	Iteration 100F: 3 clusters Score -8011908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -8011901.500000 Penalty: 5293.437500
	Iteration 101Q: 3 clusters Score -8011902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -8011919.000000 Penalty: 5293.437500
	Iteration 102Q: 3 clusters Score -8011919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -8011911.500000 Penalty: 5293.437500
	Iteration 103Q: 3 clusters Score -8011912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -8011920.500000 Penalty: 5293.437500
	Iteration 104Q: 3 clusters Score -8011920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -8011914.500000 Penalty: 5293.437500
	Iteration 105Q: 3 clusters Score -8011914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -8011912.000000 Penalty: 5293.437500
	Iteration 106Q: 3 clusters Score -8011912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -8011919.000000 Penalty: 5293.437500
	Iteration 107Q: 3 clusters Score -8011919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -8011924.000000 Penalty: 5293.437500
	Iteration 108Q: 3 clusters Score -8011924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -8011919.000000 Penalty: 5293.437500
	Iteration 109Q: 3 clusters Score -8011919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -8011922.500000 Penalty: 5293.437500
	Iteration 110Q: 3 clusters Score -8011922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -8011923.500000 Penalty: 5293.437500
	Iteration 111Q: 3 clusters Score -8011924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -8011918.500000 Penalty: 5293.437500
	Iteration 112Q: 3 clusters Score -8011918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -8011919.000000 Penalty: 5293.437500
	Iteration 113Q: 3 clusters Score -8011919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -8011917.500000 Penalty: 5293.437500
	Iteration 114Q: 3 clusters Score -8011918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -8011917.500000 Penalty: 5293.437500
	Iteration 115F: 3 clusters Score -8011918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -165947.109375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -165947.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -164049.578125 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -164049.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -164292.453125 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -164292.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -164368.796875 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -164368.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -164412.750000 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -164412.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -164427.359375 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -164427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -164438.750000 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -164438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -164446.906250 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -164446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -164452.140625 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -164452.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -164463.625000 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -164463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -164476.218750 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -164476.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -164488.468750 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -164488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -164496.000000 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -164496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -164501.578125 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -164501.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -164511.500000 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -164511.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164524.359375 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -164524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -164534.187500 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -164534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164535.140625 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -164535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164535.140625 Penalty: 3399.236328
	Iteration 17F: 3 clusters Score -164535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Entering Unmasked Estep 
Score: -8135387.500000 Penalty: 2652.103516
	Iteration 0F: 2 clusters Score -8135388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -8105830.500000 Penalty: 5304.207031
	Iteration 0F: 3 clusters Score -8105830 nChanged 20333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -8117215.000000 Penalty: 5304.207031
	Iteration 1F: 3 clusters Score -8117215 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -8118034.000000 Penalty: 5304.207031
	Iteration 2Q: 3 clusters Score -8118034 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -8118995.000000 Penalty: 5304.207031
	Iteration 3Q: 3 clusters Score -8118995 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -8120053.000000 Penalty: 5304.207031
	Iteration 4Q: 3 clusters Score -8120053 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -8121467.500000 Penalty: 5304.207031
	Iteration 5F: 3 clusters Score -8121468 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -8123069.500000 Penalty: 5304.207031
	Iteration 6F: 3 clusters Score -8123070 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -8124924.500000 Penalty: 5304.207031
	Iteration 7F: 3 clusters Score -8124924 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -8126828.500000 Penalty: 5304.207031
	Iteration 8F: 3 clusters Score -8126828 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8128383.500000 Penalty: 5304.207031
	Iteration 9F: 3 clusters Score -8128384 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -8129243.000000 Penalty: 5304.207031
	Iteration 10Q: 3 clusters Score -8129243 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -8129855.500000 Penalty: 5304.207031
	Iteration 11Q: 3 clusters Score -8129856 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -8130308.000000 Penalty: 5304.207031
	Iteration 12Q: 3 clusters Score -8130308 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -8130663.000000 Penalty: 5304.207031
	Iteration 13Q: 3 clusters Score -8130663 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -8131112.500000 Penalty: 5304.207031
	Iteration 14Q: 3 clusters Score -8131112 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -8131560.500000 Penalty: 5304.207031
	Iteration 15Q: 3 clusters Score -8131560 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -8132005.500000 Penalty: 5304.207031
	Iteration 16Q: 3 clusters Score -8132006 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -8132355.000000 Penalty: 5304.207031
	Iteration 17Q: 3 clusters Score -8132355 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -8132572.500000 Penalty: 5304.207031
	Iteration 18Q: 3 clusters Score -8132572 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -8132786.000000 Penalty: 5304.207031
	Iteration 19Q: 3 clusters Score -8132786 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -8132955.000000 Penalty: 5304.207031
	Iteration 20F: 3 clusters Score -8132955 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -8133136.000000 Penalty: 5304.207031
	Iteration 21Q: 3 clusters Score -8133136 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -8133264.000000 Penalty: 5304.207031
	Iteration 22Q: 3 clusters Score -8133264 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -8133394.500000 Penalty: 5304.207031
	Iteration 23Q: 3 clusters Score -8133394 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -8133511.000000 Penalty: 5304.207031
	Iteration 24Q: 3 clusters Score -8133511 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -8133610.000000 Penalty: 5304.207031
	Iteration 25Q: 3 clusters Score -8133610 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -8133708.500000 Penalty: 5304.207031
	Iteration 26Q: 3 clusters Score -8133708 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -8133762.000000 Penalty: 5304.207031
	Iteration 27Q: 3 clusters Score -8133762 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -8133834.500000 Penalty: 5304.207031
	Iteration 28Q: 3 clusters Score -8133834 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -8133880.000000 Penalty: 5304.207031
	Iteration 29Q: 3 clusters Score -8133880 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -8133925.500000 Penalty: 5304.207031
	Iteration 30Q: 3 clusters Score -8133926 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -8133932.500000 Penalty: 5304.207031
	Iteration 31Q: 3 clusters Score -8133932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -8133940.000000 Penalty: 5304.207031
	Iteration 32Q: 3 clusters Score -8133940 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -8133951.500000 Penalty: 5304.207031
	Iteration 33Q: 3 clusters Score -8133952 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -8133967.500000 Penalty: 5304.207031
	Iteration 34Q: 3 clusters Score -8133968 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -8133986.000000 Penalty: 5304.207031
	Iteration 35Q: 3 clusters Score -8133986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -8133995.500000 Penalty: 5304.207031
	Iteration 36Q: 3 clusters Score -8133996 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -8134004.500000 Penalty: 5304.207031
	Iteration 37Q: 3 clusters Score -8134004 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -8134024.000000 Penalty: 5304.207031
	Iteration 38Q: 3 clusters Score -8134024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -8134033.500000 Penalty: 5304.207031
	Iteration 39Q: 3 clusters Score -8134034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -8134050.500000 Penalty: 5304.207031
	Iteration 40F: 3 clusters Score -8134050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -8134037.000000 Penalty: 5304.207031
	Iteration 41Q: 3 clusters Score -8134037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -8134042.000000 Penalty: 5304.207031
	Iteration 42Q: 3 clusters Score -8134042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -8134050.000000 Penalty: 5304.207031
	Iteration 43Q: 3 clusters Score -8134050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -8134034.500000 Penalty: 5304.207031
	Iteration 44Q: 3 clusters Score -8134034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -8134056.500000 Penalty: 5304.207031
	Iteration 45Q: 3 clusters Score -8134056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -8134033.500000 Penalty: 5304.207031
	Iteration 46Q: 3 clusters Score -8134034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -8134049.000000 Penalty: 5304.207031
	Iteration 47Q: 3 clusters Score -8134049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -8134054.500000 Penalty: 5304.207031
	Iteration 48Q: 3 clusters Score -8134054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -8134078.000000 Penalty: 5304.207031
	Iteration 49Q: 3 clusters Score -8134078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -8134055.500000 Penalty: 5304.207031
	Iteration 50Q: 3 clusters Score -8134056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -8134063.500000 Penalty: 5304.207031
	Iteration 51Q: 3 clusters Score -8134064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -8134060.500000 Penalty: 5304.207031
	Iteration 52Q: 3 clusters Score -8134060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -8134063.500000 Penalty: 5304.207031
	Iteration 53Q: 3 clusters Score -8134064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8134057.500000 Penalty: 5304.207031
	Iteration 54Q: 3 clusters Score -8134058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -8134060.000000 Penalty: 5304.207031
	Iteration 55Q: 3 clusters Score -8134060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -8134062.000000 Penalty: 5304.207031
	Iteration 56Q: 3 clusters Score -8134062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -8134048.500000 Penalty: 5304.207031
	Iteration 57Q: 3 clusters Score -8134048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -8134045.500000 Penalty: 5304.207031
	Iteration 58Q: 3 clusters Score -8134046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -8134054.000000 Penalty: 5304.207031
	Iteration 59Q: 3 clusters Score -8134054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -8134042.500000 Penalty: 5304.207031
	Iteration 60F: 3 clusters Score -8134042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -8134055.500000 Penalty: 5304.207031
	Iteration 61Q: 3 clusters Score -8134056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -8134045.000000 Penalty: 5304.207031
	Iteration 62Q: 3 clusters Score -8134045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -8134058.000000 Penalty: 5304.207031
	Iteration 63Q: 3 clusters Score -8134058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -8134055.500000 Penalty: 5304.207031
	Iteration 64Q: 3 clusters Score -8134056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -8134049.500000 Penalty: 5304.207031
	Iteration 65Q: 3 clusters Score -8134050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -8134054.000000 Penalty: 5304.207031
	Iteration 66Q: 3 clusters Score -8134054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -8134046.000000 Penalty: 5304.207031
	Iteration 67Q: 3 clusters Score -8134046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -8134041.000000 Penalty: 5304.207031
	Iteration 68Q: 3 clusters Score -8134041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -8134034.500000 Penalty: 5304.207031
	Iteration 69Q: 3 clusters Score -8134034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -8134022.000000 Penalty: 5304.207031
	Iteration 70Q: 3 clusters Score -8134022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -8134009.000000 Penalty: 5304.207031
	Iteration 71Q: 3 clusters Score -8134009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -8134014.000000 Penalty: 5304.207031
	Iteration 72Q: 3 clusters Score -8134014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -8134007.000000 Penalty: 5304.207031
	Iteration 73Q: 3 clusters Score -8134007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -8134023.500000 Penalty: 5304.207031
	Iteration 74Q: 3 clusters Score -8134024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -8134021.000000 Penalty: 5304.207031
	Iteration 75Q: 3 clusters Score -8134021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -8134014.000000 Penalty: 5304.207031
	Iteration 76Q: 3 clusters Score -8134014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -8134025.000000 Penalty: 5304.207031
	Iteration 77Q: 3 clusters Score -8134025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -8134036.500000 Penalty: 5304.207031
	Iteration 78Q: 3 clusters Score -8134036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -8134033.000000 Penalty: 5304.207031
	Iteration 79Q: 3 clusters Score -8134033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -8134042.000000 Penalty: 5304.207031
	Iteration 80F: 3 clusters Score -8134042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -8134042.000000 Penalty: 5304.207031
	Iteration 81Q: 3 clusters Score -8134042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -8134046.000000 Penalty: 5304.207031
	Iteration 82Q: 3 clusters Score -8134046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -8134045.000000 Penalty: 5304.207031
	Iteration 83Q: 3 clusters Score -8134045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -8134045.000000 Penalty: 5304.207031
	Iteration 84F: 3 clusters Score -8134045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Entering Unmasked Estep 
Score: -8419689.000000 Penalty: 2659.146240
	Iteration 0F: 2 clusters Score -8419689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -8389793.000000 Penalty: 5318.292480
	Iteration 0F: 3 clusters Score -8389793 nChanged 21048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -8401462.000000 Penalty: 5318.292480
	Iteration 1F: 3 clusters Score -8401462 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -8402209.000000 Penalty: 5318.292480
	Iteration 2Q: 3 clusters Score -8402209 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -8403054.000000 Penalty: 5318.292480
	Iteration 3Q: 3 clusters Score -8403054 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -8404183.000000 Penalty: 5318.292480
	Iteration 4F: 3 clusters Score -8404183 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -8405662.000000 Penalty: 5318.292480
	Iteration 5F: 3 clusters Score -8405662 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -8407732.000000 Penalty: 5318.292480
	Iteration 6F: 3 clusters Score -8407732 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -8410096.000000 Penalty: 5318.292480
	Iteration 7F: 3 clusters Score -8410096 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -8412452.000000 Penalty: 5318.292480
	Iteration 8F: 3 clusters Score -8412452 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -8414332.000000 Penalty: 5318.292480
	Iteration 9Q: 3 clusters Score -8414332 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -8415536.000000 Penalty: 5318.292480
	Iteration 10Q: 3 clusters Score -8415536 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -8416276.000000 Penalty: 5318.292480
	Iteration 11Q: 3 clusters Score -8416276 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8416673.000000 Penalty: 5318.292480
	Iteration 12Q: 3 clusters Score -8416673 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -8416975.000000 Penalty: 5318.292480
	Iteration 13Q: 3 clusters Score -8416975 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -8417234.000000 Penalty: 5318.292480
	Iteration 14Q: 3 clusters Score -8417234 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8417439.000000 Penalty: 5318.292480
	Iteration 15Q: 3 clusters Score -8417439 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -8417564.000000 Penalty: 5318.292480
	Iteration 16Q: 3 clusters Score -8417564 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8417657.000000 Penalty: 5318.292480
	Iteration 17Q: 3 clusters Score -8417657 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8417699.000000 Penalty: 5318.292480
	Iteration 18Q: 3 clusters Score -8417699 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8417730.000000 Penalty: 5318.292480
	Iteration 19Q: 3 clusters Score -8417730 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8417766.000000 Penalty: 5318.292480
	Iteration 20F: 3 clusters Score -8417766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8417804.000000 Penalty: 5318.292480
	Iteration 21Q: 3 clusters Score -8417804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8417788.000000 Penalty: 5318.292480
	Iteration 22Q: 3 clusters Score -8417788 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8417804.000000 Penalty: 5318.292480
	Iteration 23Q: 3 clusters Score -8417804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8417785.000000 Penalty: 5318.292480
	Iteration 24Q: 3 clusters Score -8417785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8417783.000000 Penalty: 5318.292480
	Iteration 25Q: 3 clusters Score -8417783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8417797.000000 Penalty: 5318.292480
	Iteration 26Q: 3 clusters Score -8417797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8417775.000000 Penalty: 5318.292480
	Iteration 27Q: 3 clusters Score -8417775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8417786.000000 Penalty: 5318.292480
	Iteration 28Q: 3 clusters Score -8417786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8417795.000000 Penalty: 5318.292480
	Iteration 29Q: 3 clusters Score -8417795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8417799.000000 Penalty: 5318.292480
	Iteration 30Q: 3 clusters Score -8417799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8417794.000000 Penalty: 5318.292480
	Iteration 31Q: 3 clusters Score -8417794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8417787.000000 Penalty: 5318.292480
	Iteration 32Q: 3 clusters Score -8417787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8417792.000000 Penalty: 5318.292480
	Iteration 33Q: 3 clusters Score -8417792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8417799.000000 Penalty: 5318.292480
	Iteration 34Q: 3 clusters Score -8417799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8417797.000000 Penalty: 5318.292480
	Iteration 35Q: 3 clusters Score -8417797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8417811.000000 Penalty: 5318.292480
	Iteration 36Q: 3 clusters Score -8417811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8417808.000000 Penalty: 5318.292480
	Iteration 37Q: 3 clusters Score -8417808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8417810.000000 Penalty: 5318.292480
	Iteration 38Q: 3 clusters Score -8417810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8417815.000000 Penalty: 5318.292480
	Iteration 39Q: 3 clusters Score -8417815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8417826.000000 Penalty: 5318.292480
	Iteration 40F: 3 clusters Score -8417826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8417810.000000 Penalty: 5318.292480
	Iteration 41Q: 3 clusters Score -8417810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8417809.000000 Penalty: 5318.292480
	Iteration 42Q: 3 clusters Score -8417809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8417800.000000 Penalty: 5318.292480
	Iteration 43Q: 3 clusters Score -8417800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8417806.000000 Penalty: 5318.292480
	Iteration 44Q: 3 clusters Score -8417806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8417814.000000 Penalty: 5318.292480
	Iteration 45Q: 3 clusters Score -8417814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8417812.000000 Penalty: 5318.292480
	Iteration 46Q: 3 clusters Score -8417812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8417814.000000 Penalty: 5318.292480
	Iteration 47Q: 3 clusters Score -8417814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8417812.000000 Penalty: 5318.292480
	Iteration 48Q: 3 clusters Score -8417812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8417815.000000 Penalty: 5318.292480
	Iteration 49Q: 3 clusters Score -8417815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8417817.000000 Penalty: 5318.292480
	Iteration 50Q: 3 clusters Score -8417817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8417805.000000 Penalty: 5318.292480
	Iteration 51Q: 3 clusters Score -8417805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8417815.000000 Penalty: 5318.292480
	Iteration 52Q: 3 clusters Score -8417815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8417809.000000 Penalty: 5318.292480
	Iteration 53Q: 3 clusters Score -8417809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8417804.000000 Penalty: 5318.292480
	Iteration 54Q: 3 clusters Score -8417804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8417803.000000 Penalty: 5318.292480
	Iteration 55Q: 3 clusters Score -8417803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8417810.000000 Penalty: 5318.292480
	Iteration 56Q: 3 clusters Score -8417810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8417822.000000 Penalty: 5318.292480
	Iteration 57Q: 3 clusters Score -8417822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8417819.000000 Penalty: 5318.292480
	Iteration 58Q: 3 clusters Score -8417819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8417828.000000 Penalty: 5318.292480
	Iteration 59Q: 3 clusters Score -8417828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8417824.000000 Penalty: 5318.292480
	Iteration 60F: 3 clusters Score -8417824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8417834.000000 Penalty: 5318.292480
	Iteration 61Q: 3 clusters Score -8417834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8417826.000000 Penalty: 5318.292480
	Iteration 62Q: 3 clusters Score -8417826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8417825.000000 Penalty: 5318.292480
	Iteration 63Q: 3 clusters Score -8417825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8417819.000000 Penalty: 5318.292480
	Iteration 64Q: 3 clusters Score -8417819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8417824.000000 Penalty: 5318.292480
	Iteration 65Q: 3 clusters Score -8417824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8417821.000000 Penalty: 5318.292480
	Iteration 66Q: 3 clusters Score -8417821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8417823.000000 Penalty: 5318.292480
	Iteration 67Q: 3 clusters Score -8417823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8417835.000000 Penalty: 5318.292480
	Iteration 68Q: 3 clusters Score -8417835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8417834.000000 Penalty: 5318.292480
	Iteration 69Q: 3 clusters Score -8417834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8417834.000000 Penalty: 5318.292480
	Iteration 70Q: 3 clusters Score -8417834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8417832.000000 Penalty: 5318.292480
	Iteration 71Q: 3 clusters Score -8417832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8417827.000000 Penalty: 5318.292480
	Iteration 72Q: 3 clusters Score -8417827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8417833.000000 Penalty: 5318.292480
	Iteration 73Q: 3 clusters Score -8417833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8417826.000000 Penalty: 5318.292480
	Iteration 74Q: 3 clusters Score -8417826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8417833.000000 Penalty: 5318.292480
	Iteration 75Q: 3 clusters Score -8417833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8417828.000000 Penalty: 5318.292480
	Iteration 76Q: 3 clusters Score -8417828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8417831.000000 Penalty: 5318.292480
	Iteration 77Q: 3 clusters Score -8417831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8417822.000000 Penalty: 5318.292480
	Iteration 78Q: 3 clusters Score -8417822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8417821.000000 Penalty: 5318.292480
	Iteration 79Q: 3 clusters Score -8417821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8417817.000000 Penalty: 5318.292480
	Iteration 80F: 3 clusters Score -8417817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8417818.000000 Penalty: 5318.292480
	Iteration 81Q: 3 clusters Score -8417818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8417819.000000 Penalty: 5318.292480
	Iteration 82Q: 3 clusters Score -8417819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8417825.000000 Penalty: 5318.292480
	Iteration 83Q: 3 clusters Score -8417825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8417825.000000 Penalty: 5318.292480
	Iteration 84Q: 3 clusters Score -8417825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8417828.000000 Penalty: 5318.292480
	Iteration 85Q: 3 clusters Score -8417828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8417825.000000 Penalty: 5318.292480
	Iteration 86Q: 3 clusters Score -8417825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8417826.000000 Penalty: 5318.292480
	Iteration 87Q: 3 clusters Score -8417826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8417819.000000 Penalty: 5318.292480
	Iteration 88Q: 3 clusters Score -8417819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8417823.000000 Penalty: 5318.292480
	Iteration 89Q: 3 clusters Score -8417823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8417824.000000 Penalty: 5318.292480
	Iteration 90Q: 3 clusters Score -8417824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8417829.000000 Penalty: 5318.292480
	Iteration 91Q: 3 clusters Score -8417829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8417825.000000 Penalty: 5318.292480
	Iteration 92Q: 3 clusters Score -8417825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8417819.000000 Penalty: 5318.292480
	Iteration 93Q: 3 clusters Score -8417819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8417817.000000 Penalty: 5318.292480
	Iteration 94Q: 3 clusters Score -8417817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8417817.000000 Penalty: 5318.292480
	Iteration 95F: 3 clusters Score -8417817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Entering Unmasked Estep 
Score: -8585174.000000 Penalty: 2660.927734
	Iteration 0F: 2 clusters Score -8585174 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 22734 members 
Entering Unmasked Estep 
Score: -8556144.000000 Penalty: 5321.855469
	Iteration 0F: 3 clusters Score -8556144 nChanged 21052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -8567845.000000 Penalty: 5321.855469
	Iteration 1F: 3 clusters Score -8567845 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -8568588.000000 Penalty: 5321.855469
	Iteration 2Q: 3 clusters Score -8568588 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -8569445.000000 Penalty: 5321.855469
	Iteration 3Q: 3 clusters Score -8569445 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -8570683.000000 Penalty: 5321.855469
	Iteration 4F: 3 clusters Score -8570683 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -8572327.000000 Penalty: 5321.855469
	Iteration 5F: 3 clusters Score -8572327 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -8574441.000000 Penalty: 5321.855469
	Iteration 6F: 3 clusters Score -8574441 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -8576790.000000 Penalty: 5321.855469
	Iteration 7F: 3 clusters Score -8576790 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -8579064.000000 Penalty: 5321.855469
	Iteration 8F: 3 clusters Score -8579064 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -8580988.000000 Penalty: 5321.855469
	Iteration 9F: 3 clusters Score -8580988 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8582029.000000 Penalty: 5321.855469
	Iteration 10Q: 3 clusters Score -8582029 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8582534.000000 Penalty: 5321.855469
	Iteration 11Q: 3 clusters Score -8582534 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8582692.000000 Penalty: 5321.855469
	Iteration 12Q: 3 clusters Score -8582692 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8582858.000000 Penalty: 5321.855469
	Iteration 13Q: 3 clusters Score -8582858 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8582880.000000 Penalty: 5321.855469
	Iteration 14Q: 3 clusters Score -8582880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8582920.000000 Penalty: 5321.855469
	Iteration 15Q: 3 clusters Score -8582920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8582931.000000 Penalty: 5321.855469
	Iteration 16Q: 3 clusters Score -8582931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8582941.000000 Penalty: 5321.855469
	Iteration 17Q: 3 clusters Score -8582941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8582956.000000 Penalty: 5321.855469
	Iteration 18Q: 3 clusters Score -8582956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8582957.000000 Penalty: 5321.855469
	Iteration 19Q: 3 clusters Score -8582957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8582971.000000 Penalty: 5321.855469
	Iteration 20F: 3 clusters Score -8582971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8582979.000000 Penalty: 5321.855469
	Iteration 21Q: 3 clusters Score -8582979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8582985.000000 Penalty: 5321.855469
	Iteration 22Q: 3 clusters Score -8582985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8582981.000000 Penalty: 5321.855469
	Iteration 23Q: 3 clusters Score -8582981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8582983.000000 Penalty: 5321.855469
	Iteration 24Q: 3 clusters Score -8582983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8582983.000000 Penalty: 5321.855469
	Iteration 25Q: 3 clusters Score -8582983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8582981.000000 Penalty: 5321.855469
	Iteration 26Q: 3 clusters Score -8582981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8582980.000000 Penalty: 5321.855469
	Iteration 27Q: 3 clusters Score -8582980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8582980.000000 Penalty: 5321.855469
	Iteration 28F: 3 clusters Score -8582980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Entering Unmasked Estep 
Score: -8662472.000000 Penalty: 2668.766113
	Iteration 0F: 2 clusters Score -8662472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -8631903.000000 Penalty: 5337.532227
	Iteration 0F: 3 clusters Score -8631903 nChanged 21736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -8644051.000000 Penalty: 5337.532227
	Iteration 1F: 3 clusters Score -8644051 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -8644713.000000 Penalty: 5337.532227
	Iteration 2Q: 3 clusters Score -8644713 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -8645568.000000 Penalty: 5337.532227
	Iteration 3Q: 3 clusters Score -8645568 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -8646612.000000 Penalty: 5337.532227
	Iteration 4Q: 3 clusters Score -8646612 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -8648091.000000 Penalty: 5337.532227
	Iteration 5Q: 3 clusters Score -8648091 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -8649781.000000 Penalty: 5337.532227
	Iteration 6F: 3 clusters Score -8649781 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -8651610.000000 Penalty: 5337.532227
	Iteration 7F: 3 clusters Score -8651610 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -8653361.000000 Penalty: 5337.532227
	Iteration 8F: 3 clusters Score -8653361 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -8654823.000000 Penalty: 5337.532227
	Iteration 9F: 3 clusters Score -8654823 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -8655791.000000 Penalty: 5337.532227
	Iteration 10Q: 3 clusters Score -8655791 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -8656336.000000 Penalty: 5337.532227
	Iteration 11Q: 3 clusters Score -8656336 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -8656664.000000 Penalty: 5337.532227
	Iteration 12Q: 3 clusters Score -8656664 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -8656847.000000 Penalty: 5337.532227
	Iteration 13Q: 3 clusters Score -8656847 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -8657074.000000 Penalty: 5337.532227
	Iteration 14Q: 3 clusters Score -8657074 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -8657239.000000 Penalty: 5337.532227
	Iteration 15Q: 3 clusters Score -8657239 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -8657408.000000 Penalty: 5337.532227
	Iteration 16Q: 3 clusters Score -8657408 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -8657616.000000 Penalty: 5337.532227
	Iteration 17Q: 3 clusters Score -8657616 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -8657838.000000 Penalty: 5337.532227
	Iteration 18Q: 3 clusters Score -8657838 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -8658118.000000 Penalty: 5337.532227
	Iteration 19Q: 3 clusters Score -8658118 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -8658405.000000 Penalty: 5337.532227
	Iteration 20F: 3 clusters Score -8658405 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -8658629.000000 Penalty: 5337.532227
	Iteration 21Q: 3 clusters Score -8658629 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -8658845.000000 Penalty: 5337.532227
	Iteration 22Q: 3 clusters Score -8658845 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -8659065.000000 Penalty: 5337.532227
	Iteration 23Q: 3 clusters Score -8659065 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -8659292.000000 Penalty: 5337.532227
	Iteration 24Q: 3 clusters Score -8659292 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -8659476.000000 Penalty: 5337.532227
	Iteration 25Q: 3 clusters Score -8659476 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -8659629.000000 Penalty: 5337.532227
	Iteration 26Q: 3 clusters Score -8659629 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -8659856.000000 Penalty: 5337.532227
	Iteration 27Q: 3 clusters Score -8659856 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -8660034.000000 Penalty: 5337.532227
	Iteration 28Q: 3 clusters Score -8660034 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -8660183.000000 Penalty: 5337.532227
	Iteration 29Q: 3 clusters Score -8660183 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -8660302.000000 Penalty: 5337.532227
	Iteration 30Q: 3 clusters Score -8660302 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -8660421.000000 Penalty: 5337.532227
	Iteration 31Q: 3 clusters Score -8660421 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -8660540.000000 Penalty: 5337.532227
	Iteration 32Q: 3 clusters Score -8660540 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -8660634.000000 Penalty: 5337.532227
	Iteration 33Q: 3 clusters Score -8660634 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -8660717.000000 Penalty: 5337.532227
	Iteration 34Q: 3 clusters Score -8660717 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -8660780.000000 Penalty: 5337.532227
	Iteration 35Q: 3 clusters Score -8660780 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -8660876.000000 Penalty: 5337.532227
	Iteration 36Q: 3 clusters Score -8660876 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -8660960.000000 Penalty: 5337.532227
	Iteration 37Q: 3 clusters Score -8660960 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -8661028.000000 Penalty: 5337.532227
	Iteration 38Q: 3 clusters Score -8661028 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -8661113.000000 Penalty: 5337.532227
	Iteration 39Q: 3 clusters Score -8661113 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -8661177.000000 Penalty: 5337.532227
	Iteration 40F: 3 clusters Score -8661177 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -8661215.000000 Penalty: 5337.532227
	Iteration 41Q: 3 clusters Score -8661215 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -8661259.000000 Penalty: 5337.532227
	Iteration 42Q: 3 clusters Score -8661259 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -8661277.000000 Penalty: 5337.532227
	Iteration 43Q: 3 clusters Score -8661277 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -8661285.000000 Penalty: 5337.532227
	Iteration 44Q: 3 clusters Score -8661285 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -8661342.000000 Penalty: 5337.532227
	Iteration 45Q: 3 clusters Score -8661342 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -8661395.000000 Penalty: 5337.532227
	Iteration 46Q: 3 clusters Score -8661395 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -8661398.000000 Penalty: 5337.532227
	Iteration 47Q: 3 clusters Score -8661398 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -8661415.000000 Penalty: 5337.532227
	Iteration 48Q: 3 clusters Score -8661415 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -8661414.000000 Penalty: 5337.532227
	Iteration 49Q: 3 clusters Score -8661414 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -8661421.000000 Penalty: 5337.532227
	Iteration 50Q: 3 clusters Score -8661421 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -8661434.000000 Penalty: 5337.532227
	Iteration 51Q: 3 clusters Score -8661434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -8661439.000000 Penalty: 5337.532227
	Iteration 52Q: 3 clusters Score -8661439 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -8661433.000000 Penalty: 5337.532227
	Iteration 53Q: 3 clusters Score -8661433 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -8661423.000000 Penalty: 5337.532227
	Iteration 54Q: 3 clusters Score -8661423 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -8661448.000000 Penalty: 5337.532227
	Iteration 55Q: 3 clusters Score -8661448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -8661446.000000 Penalty: 5337.532227
	Iteration 56Q: 3 clusters Score -8661446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -8661457.000000 Penalty: 5337.532227
	Iteration 57Q: 3 clusters Score -8661457 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -8661476.000000 Penalty: 5337.532227
	Iteration 58Q: 3 clusters Score -8661476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -8661499.000000 Penalty: 5337.532227
	Iteration 59Q: 3 clusters Score -8661499 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -8661520.000000 Penalty: 5337.532227
	Iteration 60F: 3 clusters Score -8661520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -8661527.000000 Penalty: 5337.532227
	Iteration 61Q: 3 clusters Score -8661527 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -8661559.000000 Penalty: 5337.532227
	Iteration 62Q: 3 clusters Score -8661559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -8661587.000000 Penalty: 5337.532227
	Iteration 63Q: 3 clusters Score -8661587 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -8661623.000000 Penalty: 5337.532227
	Iteration 64Q: 3 clusters Score -8661623 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -8661638.000000 Penalty: 5337.532227
	Iteration 65Q: 3 clusters Score -8661638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -8661657.000000 Penalty: 5337.532227
	Iteration 66Q: 3 clusters Score -8661657 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -8661660.000000 Penalty: 5337.532227
	Iteration 67Q: 3 clusters Score -8661660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -8661661.000000 Penalty: 5337.532227
	Iteration 68Q: 3 clusters Score -8661661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -8661655.000000 Penalty: 5337.532227
	Iteration 69Q: 3 clusters Score -8661655 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -8661672.000000 Penalty: 5337.532227
	Iteration 70Q: 3 clusters Score -8661672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -8661677.000000 Penalty: 5337.532227
	Iteration 71Q: 3 clusters Score -8661677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -8661679.000000 Penalty: 5337.532227
	Iteration 72Q: 3 clusters Score -8661679 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -8661679.000000 Penalty: 5337.532227
	Iteration 73Q: 3 clusters Score -8661679 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -8661681.000000 Penalty: 5337.532227
	Iteration 74Q: 3 clusters Score -8661681 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -8661695.000000 Penalty: 5337.532227
	Iteration 75Q: 3 clusters Score -8661695 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -8661691.000000 Penalty: 5337.532227
	Iteration 76Q: 3 clusters Score -8661691 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -8661682.000000 Penalty: 5337.532227
	Iteration 77Q: 3 clusters Score -8661682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -8661681.000000 Penalty: 5337.532227
	Iteration 78Q: 3 clusters Score -8661681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -8661696.000000 Penalty: 5337.532227
	Iteration 79Q: 3 clusters Score -8661696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -8661712.000000 Penalty: 5337.532227
	Iteration 80F: 3 clusters Score -8661712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -8661714.000000 Penalty: 5337.532227
	Iteration 81Q: 3 clusters Score -8661714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -8661710.000000 Penalty: 5337.532227
	Iteration 82Q: 3 clusters Score -8661710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -8661711.000000 Penalty: 5337.532227
	Iteration 83Q: 3 clusters Score -8661711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -8661715.000000 Penalty: 5337.532227
	Iteration 84Q: 3 clusters Score -8661715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -8661714.000000 Penalty: 5337.532227
	Iteration 85Q: 3 clusters Score -8661714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -8661705.000000 Penalty: 5337.532227
	Iteration 86Q: 3 clusters Score -8661705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -8661709.000000 Penalty: 5337.532227
	Iteration 87Q: 3 clusters Score -8661709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -8661710.000000 Penalty: 5337.532227
	Iteration 88Q: 3 clusters Score -8661710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -8661725.000000 Penalty: 5337.532227
	Iteration 89Q: 3 clusters Score -8661725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -8661719.000000 Penalty: 5337.532227
	Iteration 90Q: 3 clusters Score -8661719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -8661723.000000 Penalty: 5337.532227
	Iteration 91Q: 3 clusters Score -8661723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -8661723.000000 Penalty: 5337.532227
	Iteration 92Q: 3 clusters Score -8661723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -8661727.000000 Penalty: 5337.532227
	Iteration 93Q: 3 clusters Score -8661727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -8661715.000000 Penalty: 5337.532227
	Iteration 94Q: 3 clusters Score -8661715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -8661728.000000 Penalty: 5337.532227
	Iteration 95Q: 3 clusters Score -8661728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -8661731.000000 Penalty: 5337.532227
	Iteration 96Q: 3 clusters Score -8661731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -8661741.000000 Penalty: 5337.532227
	Iteration 97Q: 3 clusters Score -8661741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -8661731.000000 Penalty: 5337.532227
	Iteration 98Q: 3 clusters Score -8661731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -8661745.000000 Penalty: 5337.532227
	Iteration 99Q: 3 clusters Score -8661745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -8661737.000000 Penalty: 5337.532227
	Iteration 100F: 3 clusters Score -8661737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -8661746.000000 Penalty: 5337.532227
	Iteration 101Q: 3 clusters Score -8661746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -8661748.000000 Penalty: 5337.532227
	Iteration 102Q: 3 clusters Score -8661748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -8661748.000000 Penalty: 5337.532227
	Iteration 103Q: 3 clusters Score -8661748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -8661740.000000 Penalty: 5337.532227
	Iteration 104Q: 3 clusters Score -8661740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -8661745.000000 Penalty: 5337.532227
	Iteration 105Q: 3 clusters Score -8661745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -8661742.000000 Penalty: 5337.532227
	Iteration 106Q: 3 clusters Score -8661742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -8661744.000000 Penalty: 5337.532227
	Iteration 107Q: 3 clusters Score -8661744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -8661750.000000 Penalty: 5337.532227
	Iteration 108Q: 3 clusters Score -8661750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -8661759.000000 Penalty: 5337.532227
	Iteration 109Q: 3 clusters Score -8661759 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -8661759.000000 Penalty: 5337.532227
	Iteration 110Q: 3 clusters Score -8661759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -8661768.000000 Penalty: 5337.532227
	Iteration 111Q: 3 clusters Score -8661768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -8661774.000000 Penalty: 5337.532227
	Iteration 112Q: 3 clusters Score -8661774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -8661788.000000 Penalty: 5337.532227
	Iteration 113Q: 3 clusters Score -8661788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -8661792.000000 Penalty: 5337.532227
	Iteration 114Q: 3 clusters Score -8661792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -8661803.000000 Penalty: 5337.532227
	Iteration 115Q: 3 clusters Score -8661803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -8661795.000000 Penalty: 5337.532227
	Iteration 116Q: 3 clusters Score -8661795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -8661833.000000 Penalty: 5337.532227
	Iteration 117Q: 3 clusters Score -8661833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -8661842.000000 Penalty: 5337.532227
	Iteration 118Q: 3 clusters Score -8661842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -8661855.000000 Penalty: 5337.532227
	Iteration 119Q: 3 clusters Score -8661855 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -8661862.000000 Penalty: 5337.532227
	Iteration 120F: 3 clusters Score -8661862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -8661858.000000 Penalty: 5337.532227
	Iteration 121Q: 3 clusters Score -8661858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -8661870.000000 Penalty: 5337.532227
	Iteration 122Q: 3 clusters Score -8661870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -8661861.000000 Penalty: 5337.532227
	Iteration 123Q: 3 clusters Score -8661861 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -8661865.000000 Penalty: 5337.532227
	Iteration 124Q: 3 clusters Score -8661865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -8661850.000000 Penalty: 5337.532227
	Iteration 125Q: 3 clusters Score -8661850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -8661858.000000 Penalty: 5337.532227
	Iteration 126Q: 3 clusters Score -8661858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -8661867.000000 Penalty: 5337.532227
	Iteration 127Q: 3 clusters Score -8661867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -8661869.000000 Penalty: 5337.532227
	Iteration 128Q: 3 clusters Score -8661869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -8661871.000000 Penalty: 5337.532227
	Iteration 129Q: 3 clusters Score -8661871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -8661881.000000 Penalty: 5337.532227
	Iteration 130Q: 3 clusters Score -8661881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8661881.000000 Penalty: 5337.532227
	Iteration 131Q: 3 clusters Score -8661881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -8661885.000000 Penalty: 5337.532227
	Iteration 132Q: 3 clusters Score -8661885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -8661879.000000 Penalty: 5337.532227
	Iteration 133Q: 3 clusters Score -8661879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -8661883.000000 Penalty: 5337.532227
	Iteration 134Q: 3 clusters Score -8661883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -8661881.000000 Penalty: 5337.532227
	Iteration 135Q: 3 clusters Score -8661881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -8661890.000000 Penalty: 5337.532227
	Iteration 136Q: 3 clusters Score -8661890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -8661883.000000 Penalty: 5337.532227
	Iteration 137Q: 3 clusters Score -8661883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -8661896.000000 Penalty: 5337.532227
	Iteration 138Q: 3 clusters Score -8661896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -8661904.000000 Penalty: 5337.532227
	Iteration 139Q: 3 clusters Score -8661904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -8661902.000000 Penalty: 5337.532227
	Iteration 140F: 3 clusters Score -8661902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -8661897.000000 Penalty: 5337.532227
	Iteration 141Q: 3 clusters Score -8661897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -8661892.000000 Penalty: 5337.532227
	Iteration 142Q: 3 clusters Score -8661892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -8661891.000000 Penalty: 5337.532227
	Iteration 143Q: 3 clusters Score -8661891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -8661900.000000 Penalty: 5337.532227
	Iteration 144Q: 3 clusters Score -8661900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -8661899.000000 Penalty: 5337.532227
	Iteration 145Q: 3 clusters Score -8661899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -8661907.000000 Penalty: 5337.532227
	Iteration 146Q: 3 clusters Score -8661907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -8661899.000000 Penalty: 5337.532227
	Iteration 147Q: 3 clusters Score -8661899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -8661899.000000 Penalty: 5337.532227
	Iteration 148Q: 3 clusters Score -8661899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -8661908.000000 Penalty: 5337.532227
	Iteration 149Q: 3 clusters Score -8661908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -8661896.000000 Penalty: 5337.532227
	Iteration 150Q: 3 clusters Score -8661896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -8661907.000000 Penalty: 5337.532227
	Iteration 151Q: 3 clusters Score -8661907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -8661911.000000 Penalty: 5337.532227
	Iteration 152Q: 3 clusters Score -8661911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8661903.000000 Penalty: 5337.532227
	Iteration 153Q: 3 clusters Score -8661903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -8661919.000000 Penalty: 5337.532227
	Iteration 154Q: 3 clusters Score -8661919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -8661918.000000 Penalty: 5337.532227
	Iteration 155Q: 3 clusters Score -8661918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -8661918.000000 Penalty: 5337.532227
	Iteration 156Q: 3 clusters Score -8661918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -8661921.000000 Penalty: 5337.532227
	Iteration 157Q: 3 clusters Score -8661921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -8661929.000000 Penalty: 5337.532227
	Iteration 158Q: 3 clusters Score -8661929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -8661929.000000 Penalty: 5337.532227
	Iteration 159Q: 3 clusters Score -8661929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -8661925.000000 Penalty: 5337.532227
	Iteration 160F: 3 clusters Score -8661925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -8661926.000000 Penalty: 5337.532227
	Iteration 161Q: 3 clusters Score -8661926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -8661933.000000 Penalty: 5337.532227
	Iteration 162Q: 3 clusters Score -8661933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -8661932.000000 Penalty: 5337.532227
	Iteration 163Q: 3 clusters Score -8661932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -8661926.000000 Penalty: 5337.532227
	Iteration 164Q: 3 clusters Score -8661926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -8661933.000000 Penalty: 5337.532227
	Iteration 165Q: 3 clusters Score -8661933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -8661938.000000 Penalty: 5337.532227
	Iteration 166Q: 3 clusters Score -8661938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -8661934.000000 Penalty: 5337.532227
	Iteration 167Q: 3 clusters Score -8661934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -8661946.000000 Penalty: 5337.532227
	Iteration 168Q: 3 clusters Score -8661946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -8661950.000000 Penalty: 5337.532227
	Iteration 169Q: 3 clusters Score -8661950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -8661948.000000 Penalty: 5337.532227
	Iteration 170Q: 3 clusters Score -8661948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -8661949.000000 Penalty: 5337.532227
	Iteration 171Q: 3 clusters Score -8661949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -8661945.000000 Penalty: 5337.532227
	Iteration 172Q: 3 clusters Score -8661945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8661955.000000 Penalty: 5337.532227
	Iteration 173Q: 3 clusters Score -8661955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -8661953.000000 Penalty: 5337.532227
	Iteration 174Q: 3 clusters Score -8661953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -8661936.000000 Penalty: 5337.532227
	Iteration 175Q: 3 clusters Score -8661936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -8661954.000000 Penalty: 5337.532227
	Iteration 176Q: 3 clusters Score -8661954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -8661943.000000 Penalty: 5337.532227
	Iteration 177Q: 3 clusters Score -8661943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -8661932.000000 Penalty: 5337.532227
	Iteration 178Q: 3 clusters Score -8661932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -8661933.000000 Penalty: 5337.532227
	Iteration 179Q: 3 clusters Score -8661933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -8661937.000000 Penalty: 5337.532227
	Iteration 180F: 3 clusters Score -8661937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -8661944.000000 Penalty: 5337.532227
	Iteration 181Q: 3 clusters Score -8661944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -8661945.000000 Penalty: 5337.532227
	Iteration 182Q: 3 clusters Score -8661945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -8661949.000000 Penalty: 5337.532227
	Iteration 183Q: 3 clusters Score -8661949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -8661950.000000 Penalty: 5337.532227
	Iteration 184Q: 3 clusters Score -8661950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -8661949.000000 Penalty: 5337.532227
	Iteration 185Q: 3 clusters Score -8661949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -8661943.000000 Penalty: 5337.532227
	Iteration 186Q: 3 clusters Score -8661943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -8661939.000000 Penalty: 5337.532227
	Iteration 187Q: 3 clusters Score -8661939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -8661945.000000 Penalty: 5337.532227
	Iteration 188Q: 3 clusters Score -8661945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -8661937.000000 Penalty: 5337.532227
	Iteration 189Q: 3 clusters Score -8661937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -8661952.000000 Penalty: 5337.532227
	Iteration 190Q: 3 clusters Score -8661952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -8661943.000000 Penalty: 5337.532227
	Iteration 191Q: 3 clusters Score -8661943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -8661937.000000 Penalty: 5337.532227
	Iteration 192Q: 3 clusters Score -8661937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8661951.000000 Penalty: 5337.532227
	Iteration 193Q: 3 clusters Score -8661951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -8661946.000000 Penalty: 5337.532227
	Iteration 194Q: 3 clusters Score -8661946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -8661941.000000 Penalty: 5337.532227
	Iteration 195Q: 3 clusters Score -8661941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8661946.000000 Penalty: 5337.532227
	Iteration 196Q: 3 clusters Score -8661946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -8661951.000000 Penalty: 5337.532227
	Iteration 197Q: 3 clusters Score -8661951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -8661960.000000 Penalty: 5337.532227
	Iteration 198Q: 3 clusters Score -8661960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -8661956.000000 Penalty: 5337.532227
	Iteration 199Q: 3 clusters Score -8661956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -8661950.000000 Penalty: 5337.532227
	Iteration 200F: 3 clusters Score -8661950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -8661952.000000 Penalty: 5337.532227
	Iteration 201Q: 3 clusters Score -8661952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -8661949.000000 Penalty: 5337.532227
	Iteration 202Q: 3 clusters Score -8661949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8661956.000000 Penalty: 5337.532227
	Iteration 203Q: 3 clusters Score -8661956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -8661951.000000 Penalty: 5337.532227
	Iteration 204Q: 3 clusters Score -8661951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -8661951.000000 Penalty: 5337.532227
	Iteration 205F: 3 clusters Score -8661951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -61183.289062 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -61183.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59786.992188 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -59786.99 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59998.210938 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -59998.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60088.226562 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -60088.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60125.437500 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -60125.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60143.519531 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -60143.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60174.593750 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -60174.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60221.894531 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -60221.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60274.765625 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -60274.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60288.125000 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -60288.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60295.464844 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -60295.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60303.316406 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -60303.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60304.765625 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -60304.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60304.765625 Penalty: 2975.472656
	Iteration 12F: 3 clusters Score -60304.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Entering Unmasked Estep 
Score: -8567506.000000 Penalty: 2659.975830
	Iteration 0F: 2 clusters Score -8567506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -8538959.000000 Penalty: 5319.951660
	Iteration 0F: 3 clusters Score -8538959 nChanged 20971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -8550316.000000 Penalty: 5319.951660
	Iteration 1F: 3 clusters Score -8550316 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -8550876.000000 Penalty: 5319.951660
	Iteration 2Q: 3 clusters Score -8550876 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -8551521.000000 Penalty: 5319.951660
	Iteration 3Q: 3 clusters Score -8551521 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -8552227.000000 Penalty: 5319.951660
	Iteration 4Q: 3 clusters Score -8552227 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -8553199.000000 Penalty: 5319.951660
	Iteration 5Q: 3 clusters Score -8553199 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -8554367.000000 Penalty: 5319.951660
	Iteration 6F: 3 clusters Score -8554367 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -8555669.000000 Penalty: 5319.951660
	Iteration 7F: 3 clusters Score -8555669 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -8557090.000000 Penalty: 5319.951660
	Iteration 8F: 3 clusters Score -8557090 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -8558804.000000 Penalty: 5319.951660
	Iteration 9F: 3 clusters Score -8558804 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -8560435.000000 Penalty: 5319.951660
	Iteration 10F: 3 clusters Score -8560435 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -8561486.000000 Penalty: 5319.951660
	Iteration 11Q: 3 clusters Score -8561486 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -8562003.000000 Penalty: 5319.951660
	Iteration 12Q: 3 clusters Score -8562003 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -8562203.000000 Penalty: 5319.951660
	Iteration 13Q: 3 clusters Score -8562203 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -8562343.000000 Penalty: 5319.951660
	Iteration 14Q: 3 clusters Score -8562343 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -8562481.000000 Penalty: 5319.951660
	Iteration 15Q: 3 clusters Score -8562481 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -8562590.000000 Penalty: 5319.951660
	Iteration 16Q: 3 clusters Score -8562590 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -8562695.000000 Penalty: 5319.951660
	Iteration 17Q: 3 clusters Score -8562695 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -8562790.000000 Penalty: 5319.951660
	Iteration 18Q: 3 clusters Score -8562790 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -8562901.000000 Penalty: 5319.951660
	Iteration 19Q: 3 clusters Score -8562901 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -8563022.000000 Penalty: 5319.951660
	Iteration 20F: 3 clusters Score -8563022 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -8563142.000000 Penalty: 5319.951660
	Iteration 21Q: 3 clusters Score -8563142 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -8563223.000000 Penalty: 5319.951660
	Iteration 22Q: 3 clusters Score -8563223 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -8563330.000000 Penalty: 5319.951660
	Iteration 23Q: 3 clusters Score -8563330 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -8563429.000000 Penalty: 5319.951660
	Iteration 24Q: 3 clusters Score -8563429 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -8563565.000000 Penalty: 5319.951660
	Iteration 25Q: 3 clusters Score -8563565 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -8563636.000000 Penalty: 5319.951660
	Iteration 26Q: 3 clusters Score -8563636 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -8563718.000000 Penalty: 5319.951660
	Iteration 27Q: 3 clusters Score -8563718 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -8563812.000000 Penalty: 5319.951660
	Iteration 28Q: 3 clusters Score -8563812 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -8563925.000000 Penalty: 5319.951660
	Iteration 29Q: 3 clusters Score -8563925 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -8564006.000000 Penalty: 5319.951660
	Iteration 30Q: 3 clusters Score -8564006 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -8564077.000000 Penalty: 5319.951660
	Iteration 31Q: 3 clusters Score -8564077 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -8564176.000000 Penalty: 5319.951660
	Iteration 32Q: 3 clusters Score -8564176 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -8564236.000000 Penalty: 5319.951660
	Iteration 33Q: 3 clusters Score -8564236 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -8564288.000000 Penalty: 5319.951660
	Iteration 34Q: 3 clusters Score -8564288 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -8564375.000000 Penalty: 5319.951660
	Iteration 35Q: 3 clusters Score -8564375 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -8564474.000000 Penalty: 5319.951660
	Iteration 36Q: 3 clusters Score -8564474 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -8564589.000000 Penalty: 5319.951660
	Iteration 37Q: 3 clusters Score -8564589 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -8564666.000000 Penalty: 5319.951660
	Iteration 38Q: 3 clusters Score -8564666 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -8564742.000000 Penalty: 5319.951660
	Iteration 39Q: 3 clusters Score -8564742 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -8564828.000000 Penalty: 5319.951660
	Iteration 40F: 3 clusters Score -8564828 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -8564883.000000 Penalty: 5319.951660
	Iteration 41Q: 3 clusters Score -8564883 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -8564914.000000 Penalty: 5319.951660
	Iteration 42Q: 3 clusters Score -8564914 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -8564959.000000 Penalty: 5319.951660
	Iteration 43Q: 3 clusters Score -8564959 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -8565061.000000 Penalty: 5319.951660
	Iteration 44Q: 3 clusters Score -8565061 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -8565123.000000 Penalty: 5319.951660
	Iteration 45Q: 3 clusters Score -8565123 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -8565188.000000 Penalty: 5319.951660
	Iteration 46Q: 3 clusters Score -8565188 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -8565230.000000 Penalty: 5319.951660
	Iteration 47Q: 3 clusters Score -8565230 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -8565247.000000 Penalty: 5319.951660
	Iteration 48Q: 3 clusters Score -8565247 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -8565302.000000 Penalty: 5319.951660
	Iteration 49Q: 3 clusters Score -8565302 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -8565369.000000 Penalty: 5319.951660
	Iteration 50Q: 3 clusters Score -8565369 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -8565469.000000 Penalty: 5319.951660
	Iteration 51Q: 3 clusters Score -8565469 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -8565503.000000 Penalty: 5319.951660
	Iteration 52Q: 3 clusters Score -8565503 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -8565531.000000 Penalty: 5319.951660
	Iteration 53Q: 3 clusters Score -8565531 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -8565564.000000 Penalty: 5319.951660
	Iteration 54Q: 3 clusters Score -8565564 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -8565590.000000 Penalty: 5319.951660
	Iteration 55Q: 3 clusters Score -8565590 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -8565686.000000 Penalty: 5319.951660
	Iteration 56Q: 3 clusters Score -8565686 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8565697.000000 Penalty: 5319.951660
	Iteration 57Q: 3 clusters Score -8565697 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8565765.000000 Penalty: 5319.951660
	Iteration 58Q: 3 clusters Score -8565765 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -8565798.000000 Penalty: 5319.951660
	Iteration 59Q: 3 clusters Score -8565798 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8565858.000000 Penalty: 5319.951660
	Iteration 60F: 3 clusters Score -8565858 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -8565845.000000 Penalty: 5319.951660
	Iteration 61Q: 3 clusters Score -8565845 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -8565853.000000 Penalty: 5319.951660
	Iteration 62Q: 3 clusters Score -8565853 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8565892.000000 Penalty: 5319.951660
	Iteration 63Q: 3 clusters Score -8565892 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8565911.000000 Penalty: 5319.951660
	Iteration 64Q: 3 clusters Score -8565911 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8565913.000000 Penalty: 5319.951660
	Iteration 65Q: 3 clusters Score -8565913 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8565922.000000 Penalty: 5319.951660
	Iteration 66Q: 3 clusters Score -8565922 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8565961.000000 Penalty: 5319.951660
	Iteration 67Q: 3 clusters Score -8565961 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8565938.000000 Penalty: 5319.951660
	Iteration 68Q: 3 clusters Score -8565938 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8565938.000000 Penalty: 5319.951660
	Iteration 69Q: 3 clusters Score -8565938 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8565940.000000 Penalty: 5319.951660
	Iteration 70Q: 3 clusters Score -8565940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8565912.000000 Penalty: 5319.951660
	Iteration 71Q: 3 clusters Score -8565912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8565920.000000 Penalty: 5319.951660
	Iteration 72Q: 3 clusters Score -8565920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8565904.000000 Penalty: 5319.951660
	Iteration 73Q: 3 clusters Score -8565904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8565899.000000 Penalty: 5319.951660
	Iteration 74Q: 3 clusters Score -8565899 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8565857.000000 Penalty: 5319.951660
	Iteration 75Q: 3 clusters Score -8565857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8565850.000000 Penalty: 5319.951660
	Iteration 76Q: 3 clusters Score -8565850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8565844.000000 Penalty: 5319.951660
	Iteration 77Q: 3 clusters Score -8565844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8565839.000000 Penalty: 5319.951660
	Iteration 78Q: 3 clusters Score -8565839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8565826.000000 Penalty: 5319.951660
	Iteration 79Q: 3 clusters Score -8565826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8565813.000000 Penalty: 5319.951660
	Iteration 80F: 3 clusters Score -8565813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8565801.000000 Penalty: 5319.951660
	Iteration 81Q: 3 clusters Score -8565801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8565795.000000 Penalty: 5319.951660
	Iteration 82Q: 3 clusters Score -8565795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8565790.000000 Penalty: 5319.951660
	Iteration 83Q: 3 clusters Score -8565790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8565780.000000 Penalty: 5319.951660
	Iteration 84Q: 3 clusters Score -8565780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8565763.000000 Penalty: 5319.951660
	Iteration 85Q: 3 clusters Score -8565763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8565753.000000 Penalty: 5319.951660
	Iteration 86Q: 3 clusters Score -8565753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8565747.000000 Penalty: 5319.951660
	Iteration 87Q: 3 clusters Score -8565747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8565741.000000 Penalty: 5319.951660
	Iteration 88Q: 3 clusters Score -8565741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8565730.000000 Penalty: 5319.951660
	Iteration 89Q: 3 clusters Score -8565730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8565730.000000 Penalty: 5319.951660
	Iteration 90Q: 3 clusters Score -8565730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8565722.000000 Penalty: 5319.951660
	Iteration 91Q: 3 clusters Score -8565722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8565714.000000 Penalty: 5319.951660
	Iteration 92Q: 3 clusters Score -8565714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8565723.000000 Penalty: 5319.951660
	Iteration 93Q: 3 clusters Score -8565723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8565716.000000 Penalty: 5319.951660
	Iteration 94Q: 3 clusters Score -8565716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8565717.000000 Penalty: 5319.951660
	Iteration 95Q: 3 clusters Score -8565717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8565723.000000 Penalty: 5319.951660
	Iteration 96Q: 3 clusters Score -8565723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8565717.000000 Penalty: 5319.951660
	Iteration 97Q: 3 clusters Score -8565717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8565723.000000 Penalty: 5319.951660
	Iteration 98Q: 3 clusters Score -8565723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8565719.000000 Penalty: 5319.951660
	Iteration 99Q: 3 clusters Score -8565719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8565732.000000 Penalty: 5319.951660
	Iteration 100F: 3 clusters Score -8565732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8565726.000000 Penalty: 5319.951660
	Iteration 101Q: 3 clusters Score -8565726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8565726.000000 Penalty: 5319.951660
	Iteration 102F: 3 clusters Score -8565726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44462 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45875 members 
Mstep: Class 6 contains 49776 members 
Mstep: Class 7 contains 44397 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48038 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30081 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42384 members 
Mstep: Class 17 contains 43142 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44089 members 
Mstep: Class 20 contains 45359 members 
Mstep: Class 21 contains 45686 members 
Mstep: Class 22 contains 47153 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695368.000000 Penalty: 79037.695312
Iteration 319Q: 25 clusters Score -1.066954e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44463 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45877 members 
Mstep: Class 6 contains 49773 members 
Mstep: Class 7 contains 44396 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48047 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30081 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42386 members 
Mstep: Class 17 contains 43162 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44071 members 
Mstep: Class 20 contains 45345 members 
Mstep: Class 21 contains 45699 members 
Mstep: Class 22 contains 47156 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695312.000000 Penalty: 79037.695312
Iteration 320F: 25 clusters Score -1.066953e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44467 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 45883 members 
Mstep: Class 6 contains 49761 members 
Mstep: Class 7 contains 44389 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48077 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30082 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42378 members 
Mstep: Class 17 contains 43180 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44056 members 
Mstep: Class 20 contains 45334 members 
Mstep: Class 21 contains 45709 members 
Mstep: Class 22 contains 47143 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695368.000000 Penalty: 79037.695312
Iteration 321Q: 25 clusters Score -1.066954e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44471 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45876 members 
Mstep: Class 6 contains 49779 members 
Mstep: Class 7 contains 44389 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48101 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30079 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42378 members 
Mstep: Class 17 contains 43182 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44045 members 
Mstep: Class 20 contains 45314 members 
Mstep: Class 21 contains 45728 members 
Mstep: Class 22 contains 47145 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695424.000000 Penalty: 79037.695312
Iteration 322Q: 25 clusters Score -1.066954e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44476 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45882 members 
Mstep: Class 6 contains 49788 members 
Mstep: Class 7 contains 44401 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30073 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42381 members 
Mstep: Class 17 contains 43191 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44039 members 
Mstep: Class 20 contains 45298 members 
Mstep: Class 21 contains 45711 members 
Mstep: Class 22 contains 47145 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695496.000000 Penalty: 79037.695312
Iteration 323Q: 25 clusters Score -1.066955e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44480 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45885 members 
Mstep: Class 6 contains 49806 members 
Mstep: Class 7 contains 44408 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48118 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 30072 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42370 members 
Mstep: Class 17 contains 43193 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44022 members 
Mstep: Class 20 contains 45283 members 
Mstep: Class 21 contains 45709 members 
Mstep: Class 22 contains 47152 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695576.000000 Penalty: 79037.695312
Iteration 324Q: 25 clusters Score -1.066956e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44482 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45913 members 
Mstep: Class 6 contains 49818 members 
Mstep: Class 7 contains 44415 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48115 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 30064 members 
Mstep: Class 14 contains 1318 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42362 members 
Mstep: Class 17 contains 43185 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44029 members 
Mstep: Class 20 contains 45277 members 
Mstep: Class 21 contains 45687 members 
Mstep: Class 22 contains 47166 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695536.000000 Penalty: 79037.695312
Iteration 325Q: 25 clusters Score -1.066955e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44486 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45923 members 
Mstep: Class 6 contains 49820 members 
Mstep: Class 7 contains 44426 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48119 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 30061 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42350 members 
Mstep: Class 17 contains 43162 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44029 members 
Mstep: Class 20 contains 45272 members 
Mstep: Class 21 contains 45703 members 
Mstep: Class 22 contains 47166 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695608.000000 Penalty: 79037.695312
Iteration 326Q: 25 clusters Score -1.066956e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44493 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45933 members 
Mstep: Class 6 contains 49828 members 
Mstep: Class 7 contains 44431 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48128 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 30058 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42331 members 
Mstep: Class 17 contains 43167 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44017 members 
Mstep: Class 20 contains 45267 members 
Mstep: Class 21 contains 45717 members 
Mstep: Class 22 contains 47170 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695760.000000 Penalty: 79037.695312
Iteration 327Q: 25 clusters Score -1.066958e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44502 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45930 members 
Mstep: Class 6 contains 49827 members 
Mstep: Class 7 contains 44430 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48123 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 30056 members 
Mstep: Class 14 contains 1320 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42326 members 
Mstep: Class 17 contains 43141 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44013 members 
Mstep: Class 20 contains 45259 members 
Mstep: Class 21 contains 45756 members 
Mstep: Class 22 contains 47179 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695800.000000 Penalty: 79037.695312
Iteration 328Q: 25 clusters Score -1.066958e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44512 members 
Mstep: Class 4 contains 892 members 
Mstep: Class 5 contains 45938 members 
Mstep: Class 6 contains 49828 members 
Mstep: Class 7 contains 44430 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48124 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 30052 members 
Mstep: Class 14 contains 1320 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42328 members 
Mstep: Class 17 contains 43117 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44005 members 
Mstep: Class 20 contains 45267 members 
Mstep: Class 21 contains 45773 members 
Mstep: Class 22 contains 47173 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695784.000000 Penalty: 79037.695312
Iteration 329Q: 25 clusters Score -1.066958e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44527 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 45943 members 
Mstep: Class 6 contains 49835 members 
Mstep: Class 7 contains 44430 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48137 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 30048 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42322 members 
Mstep: Class 17 contains 43096 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43993 members 
Mstep: Class 20 contains 45257 members 
Mstep: Class 21 contains 45795 members 
Mstep: Class 22 contains 47174 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695696.000000 Penalty: 79037.695312
Iteration 330Q: 25 clusters Score -1.066957e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44533 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 45949 members 
Mstep: Class 6 contains 49836 members 
Mstep: Class 7 contains 44426 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48131 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 30045 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42344 members 
Mstep: Class 17 contains 43092 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43999 members 
Mstep: Class 20 contains 45238 members 
Mstep: Class 21 contains 45821 members 
Mstep: Class 22 contains 47176 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695760.000000 Penalty: 79037.695312
Iteration 331Q: 25 clusters Score -1.066958e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44535 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45955 members 
Mstep: Class 6 contains 49851 members 
Mstep: Class 7 contains 44427 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48103 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 30043 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42350 members 
Mstep: Class 17 contains 43061 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44008 members 
Mstep: Class 20 contains 45245 members 
Mstep: Class 21 contains 45848 members 
Mstep: Class 22 contains 47185 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695824.000000 Penalty: 79037.695312
Iteration 332Q: 25 clusters Score -1.066958e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44542 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45950 members 
Mstep: Class 6 contains 49872 members 
Mstep: Class 7 contains 44421 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48083 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 30043 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42346 members 
Mstep: Class 17 contains 43049 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44005 members 
Mstep: Class 20 contains 45247 members 
Mstep: Class 21 contains 45884 members 
Mstep: Class 22 contains 47176 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695864.000000 Penalty: 79037.695312
Iteration 333Q: 25 clusters Score -1.066959e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45957 members 
Mstep: Class 6 contains 49874 members 
Mstep: Class 7 contains 44409 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48080 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 30040 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 43040 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44001 members 
Mstep: Class 20 contains 45243 members 
Mstep: Class 21 contains 45892 members 
Mstep: Class 22 contains 47175 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695912.000000 Penalty: 79037.695312
Iteration 334Q: 25 clusters Score -1.066959e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44549 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45946 members 
Mstep: Class 6 contains 49879 members 
Mstep: Class 7 contains 44413 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48100 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 30038 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42350 members 
Mstep: Class 17 contains 43009 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44005 members 
Mstep: Class 20 contains 45261 members 
Mstep: Class 21 contains 45903 members 
Mstep: Class 22 contains 47166 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695880.000000 Penalty: 79037.695312
Iteration 335Q: 25 clusters Score -1.066959e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44538 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45938 members 
Mstep: Class 6 contains 49905 members 
Mstep: Class 7 contains 44403 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48099 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30041 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42345 members 
Mstep: Class 17 contains 42974 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44003 members 
Mstep: Class 20 contains 45288 members 
Mstep: Class 21 contains 45918 members 
Mstep: Class 22 contains 47154 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695912.000000 Penalty: 79037.695312
Iteration 336Q: 25 clusters Score -1.066959e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44541 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45940 members 
Mstep: Class 6 contains 49911 members 
Mstep: Class 7 contains 44399 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48092 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30042 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42342 members 
Mstep: Class 17 contains 42935 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44020 members 
Mstep: Class 20 contains 45281 members 
Mstep: Class 21 contains 45960 members 
Mstep: Class 22 contains 47142 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695904.000000 Penalty: 79037.695312
Iteration 337Q: 25 clusters Score -1.066959e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44551 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45932 members 
Mstep: Class 6 contains 49928 members 
Mstep: Class 7 contains 44393 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48065 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30041 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42345 members 
Mstep: Class 17 contains 42928 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44027 members 
Mstep: Class 20 contains 45282 members 
Mstep: Class 21 contains 45993 members 
Mstep: Class 22 contains 47129 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695896.000000 Penalty: 79037.695312
Iteration 338Q: 25 clusters Score -1.066959e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44558 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45922 members 
Mstep: Class 6 contains 49950 members 
Mstep: Class 7 contains 44388 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48075 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30041 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42350 members 
Mstep: Class 17 contains 42936 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44043 members 
Mstep: Class 20 contains 45268 members 
Mstep: Class 21 contains 45993 members 
Mstep: Class 22 contains 47114 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695816.000000 Penalty: 79037.695312
Iteration 339Q: 25 clusters Score -1.066958e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44560 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45928 members 
Mstep: Class 6 contains 49954 members 
Mstep: Class 7 contains 44398 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48077 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30039 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42333 members 
Mstep: Class 17 contains 42920 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44058 members 
Mstep: Class 20 contains 45279 members 
Mstep: Class 21 contains 45989 members 
Mstep: Class 22 contains 47105 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695768.000000 Penalty: 79037.695312
Iteration 340F: 25 clusters Score -1.066958e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44566 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45929 members 
Mstep: Class 6 contains 49966 members 
Mstep: Class 7 contains 44398 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48063 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30038 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42328 members 
Mstep: Class 17 contains 42909 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44070 members 
Mstep: Class 20 contains 45273 members 
Mstep: Class 21 contains 45980 members 
Mstep: Class 22 contains 47095 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695616.000000 Penalty: 79037.695312
Iteration 341Q: 25 clusters Score -1.066956e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44573 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45920 members 
Mstep: Class 6 contains 49977 members 
Mstep: Class 7 contains 44396 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48072 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30040 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42320 members 
Mstep: Class 17 contains 42916 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44082 members 
Mstep: Class 20 contains 45255 members 
Mstep: Class 21 contains 45980 members 
Mstep: Class 22 contains 47077 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695784.000000 Penalty: 79037.695312
Iteration 342Q: 25 clusters Score -1.066958e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44572 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45910 members 
Mstep: Class 6 contains 49985 members 
Mstep: Class 7 contains 44393 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48101 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30043 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42298 members 
Mstep: Class 17 contains 42899 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44089 members 
Mstep: Class 20 contains 45258 members 
Mstep: Class 21 contains 45982 members 
Mstep: Class 22 contains 47062 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695672.000000 Penalty: 79037.695312
Iteration 343Q: 25 clusters Score -1.066957e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44568 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45904 members 
Mstep: Class 6 contains 49984 members 
Mstep: Class 7 contains 44390 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48105 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30042 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42298 members 
Mstep: Class 17 contains 42901 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44100 members 
Mstep: Class 20 contains 45272 members 
Mstep: Class 21 contains 45981 members 
Mstep: Class 22 contains 47045 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695640.000000 Penalty: 79037.695312
Iteration 344Q: 25 clusters Score -1.066956e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44577 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45898 members 
Mstep: Class 6 contains 49987 members 
Mstep: Class 7 contains 44382 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48121 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30041 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42291 members 
Mstep: Class 17 contains 42885 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44096 members 
Mstep: Class 20 contains 45268 members 
Mstep: Class 21 contains 46005 members 
Mstep: Class 22 contains 47034 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695856.000000 Penalty: 79037.695312
Iteration 345Q: 25 clusters Score -1.066959e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44585 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45899 members 
Mstep: Class 6 contains 49992 members 
Mstep: Class 7 contains 44375 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48119 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30040 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42289 members 
Mstep: Class 17 contains 42864 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44103 members 
Mstep: Class 20 contains 45252 members 
Mstep: Class 21 contains 46005 members 
Mstep: Class 22 contains 47039 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695776.000000 Penalty: 79037.695312
Iteration 346Q: 25 clusters Score -1.066958e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44583 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45914 members 
Mstep: Class 6 contains 49985 members 
Mstep: Class 7 contains 44374 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48122 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30035 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42286 members 
Mstep: Class 17 contains 42861 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44121 members 
Mstep: Class 20 contains 45256 members 
Mstep: Class 21 contains 45987 members 
Mstep: Class 22 contains 47028 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695912.000000 Penalty: 79037.695312
Iteration 347Q: 25 clusters Score -1.066959e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 44581 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45927 members 
Mstep: Class 6 contains 49983 members 
Mstep: Class 7 contains 44378 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48118 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30032 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42288 members 
Mstep: Class 17 contains 42842 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44118 members 
Mstep: Class 20 contains 45255 members 
Mstep: Class 21 contains 46008 members 
Mstep: Class 22 contains 47021 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696016.000000 Penalty: 79037.695312
Iteration 348Q: 25 clusters Score -1.06696e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44581 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45929 members 
Mstep: Class 6 contains 49986 members 
Mstep: Class 7 contains 44374 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48132 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30029 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42291 members 
Mstep: Class 17 contains 42830 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44121 members 
Mstep: Class 20 contains 45250 members 
Mstep: Class 21 contains 46006 members 
Mstep: Class 22 contains 47019 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696032.000000 Penalty: 79037.695312
Iteration 349Q: 25 clusters Score -1.06696e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44580 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45938 members 
Mstep: Class 6 contains 49995 members 
Mstep: Class 7 contains 44389 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48135 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30026 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42268 members 
Mstep: Class 17 contains 42828 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44116 members 
Mstep: Class 20 contains 45251 members 
Mstep: Class 21 contains 46013 members 
Mstep: Class 22 contains 47013 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695872.000000 Penalty: 79037.695312
Iteration 350Q: 25 clusters Score -1.066959e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44584 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45952 members 
Mstep: Class 6 contains 50005 members 
Mstep: Class 7 contains 44401 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48130 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30024 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42260 members 
Mstep: Class 17 contains 42824 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44116 members 
Mstep: Class 20 contains 45212 members 
Mstep: Class 21 contains 46014 members 
Mstep: Class 22 contains 47015 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695848.000000 Penalty: 79037.695312
Iteration 351Q: 25 clusters Score -1.066958e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44588 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45967 members 
Mstep: Class 6 contains 50016 members 
Mstep: Class 7 contains 44399 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48142 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30019 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42272 members 
Mstep: Class 17 contains 42824 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44113 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 46012 members 
Mstep: Class 22 contains 47009 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695928.000000 Penalty: 79037.695312
Iteration 352Q: 25 clusters Score -1.066959e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44591 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 45971 members 
Mstep: Class 6 contains 50014 members 
Mstep: Class 7 contains 44411 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48145 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30017 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42274 members 
Mstep: Class 17 contains 42817 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44113 members 
Mstep: Class 20 contains 45195 members 
Mstep: Class 21 contains 46017 members 
Mstep: Class 22 contains 46995 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695872.000000 Penalty: 79037.695312
Iteration 353Q: 25 clusters Score -1.066959e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44586 members 
Mstep: Class 4 contains 883 members 
Mstep: Class 5 contains 45978 members 
Mstep: Class 6 contains 50018 members 
Mstep: Class 7 contains 44417 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48136 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30013 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42261 members 
Mstep: Class 17 contains 42840 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44121 members 
Mstep: Class 20 contains 45186 members 
Mstep: Class 21 contains 46015 members 
Mstep: Class 22 contains 46989 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695888.000000 Penalty: 79037.695312
Iteration 354Q: 25 clusters Score -1.066959e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44585 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 45979 members 
Mstep: Class 6 contains 50003 members 
Mstep: Class 7 contains 44420 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48141 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30013 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42263 members 
Mstep: Class 17 contains 42841 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44117 members 
Mstep: Class 20 contains 45186 members 
Mstep: Class 21 contains 46033 members 
Mstep: Class 22 contains 46988 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695928.000000 Penalty: 79037.695312
Iteration 355Q: 25 clusters Score -1.066959e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44593 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 45984 members 
Mstep: Class 6 contains 50000 members 
Mstep: Class 7 contains 44424 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48164 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 30011 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42256 members 
Mstep: Class 17 contains 42842 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44118 members 
Mstep: Class 20 contains 45177 members 
Mstep: Class 21 contains 46036 members 
Mstep: Class 22 contains 46982 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695784.000000 Penalty: 79037.695312
Iteration 356Q: 25 clusters Score -1.066958e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44594 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 45994 members 
Mstep: Class 6 contains 50003 members 
Mstep: Class 7 contains 44433 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48173 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30004 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42251 members 
Mstep: Class 17 contains 42840 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44122 members 
Mstep: Class 20 contains 45168 members 
Mstep: Class 21 contains 46036 members 
Mstep: Class 22 contains 46991 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695832.000000 Penalty: 79037.695312
Iteration 357Q: 25 clusters Score -1.066958e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44594 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 45995 members 
Mstep: Class 6 contains 50007 members 
Mstep: Class 7 contains 44431 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48187 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29997 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42229 members 
Mstep: Class 17 contains 42839 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44137 members 
Mstep: Class 20 contains 45161 members 
Mstep: Class 21 contains 46023 members 
Mstep: Class 22 contains 47001 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695936.000000 Penalty: 79037.695312
Iteration 358Q: 25 clusters Score -1.066959e+08 nChanged 439
Entering ConstructFrom: 
Score: -106695936.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -60334.726562 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -60334.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58838.421875 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -58838.42 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59243.542969 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -59243.54 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59551.179688 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -59551.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59675.750000 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -59675.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59707.382812 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -59707.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59727.871094 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -59727.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59759.597656 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -59759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59775.156250 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -59775.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59799.687500 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -59799.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59815.265625 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -59815.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59820.574219 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -59820.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59829.187500 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -59829.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59829.281250 Penalty: 3120.618408
	Iteration 12F: 3 clusters Score -59829.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59833.820312 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -59833.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59848.835938 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -59848.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59850.710938 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -59850.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59850.710938 Penalty: 3120.618408
	Iteration 16F: 3 clusters Score -59850.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -66083.968750 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -66083.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -64882.906250 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -64882.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -65069.851562 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -65069.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -65196.691406 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -65196.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65245.191406 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -65245.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -65312.937500 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -65312.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -65312.937500 Penalty: 2838.898193
	Iteration 5F: 3 clusters Score -65312.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Entering Unmasked Estep 
Score: -8280784.500000 Penalty: 2654.861328
	Iteration 0F: 2 clusters Score -8280784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -8251685.000000 Penalty: 5309.722656
	Iteration 0F: 3 clusters Score -8251685 nChanged 20588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -8263064.000000 Penalty: 5309.722656
	Iteration 1F: 3 clusters Score -8263064 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -8263498.500000 Penalty: 5309.722656
	Iteration 2Q: 3 clusters Score -8263498 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -8263881.000000 Penalty: 5309.722656
	Iteration 3Q: 3 clusters Score -8263881 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -8264329.000000 Penalty: 5309.722656
	Iteration 4Q: 3 clusters Score -8264329 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -8265086.500000 Penalty: 5309.722656
	Iteration 5Q: 3 clusters Score -8265086 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -8266094.500000 Penalty: 5309.722656
	Iteration 6Q: 3 clusters Score -8266094 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -8267653.500000 Penalty: 5309.722656
	Iteration 7F: 3 clusters Score -8267654 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -8269923.500000 Penalty: 5309.722656
	Iteration 8F: 3 clusters Score -8269924 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -8273093.500000 Penalty: 5309.722656
	Iteration 9F: 3 clusters Score -8273094 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -8276387.000000 Penalty: 5309.722656
	Iteration 10F: 3 clusters Score -8276387 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -8278598.500000 Penalty: 5309.722656
	Iteration 11F: 3 clusters Score -8278598 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -8279419.500000 Penalty: 5309.722656
	Iteration 12Q: 3 clusters Score -8279420 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -8279704.000000 Penalty: 5309.722656
	Iteration 13Q: 3 clusters Score -8279704 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -8279840.000000 Penalty: 5309.722656
	Iteration 14Q: 3 clusters Score -8279840 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -8279909.000000 Penalty: 5309.722656
	Iteration 15Q: 3 clusters Score -8279909 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -8279958.500000 Penalty: 5309.722656
	Iteration 16Q: 3 clusters Score -8279958 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -8279971.500000 Penalty: 5309.722656
	Iteration 17Q: 3 clusters Score -8279972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -8279990.000000 Penalty: 5309.722656
	Iteration 18Q: 3 clusters Score -8279990 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -8280003.500000 Penalty: 5309.722656
	Iteration 19Q: 3 clusters Score -8280004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -8280004.000000 Penalty: 5309.722656
	Iteration 20F: 3 clusters Score -8280004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -8280005.000000 Penalty: 5309.722656
	Iteration 21Q: 3 clusters Score -8280005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -8280005.000000 Penalty: 5309.722656
	Iteration 22Q: 3 clusters Score -8280005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -8280015.500000 Penalty: 5309.722656
	Iteration 23Q: 3 clusters Score -8280016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -8280019.500000 Penalty: 5309.722656
	Iteration 24Q: 3 clusters Score -8280020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -8280024.000000 Penalty: 5309.722656
	Iteration 25Q: 3 clusters Score -8280024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -8280025.000000 Penalty: 5309.722656
	Iteration 26Q: 3 clusters Score -8280025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -8280037.500000 Penalty: 5309.722656
	Iteration 27Q: 3 clusters Score -8280038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -8280033.000000 Penalty: 5309.722656
	Iteration 28Q: 3 clusters Score -8280033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -8280026.500000 Penalty: 5309.722656
	Iteration 29Q: 3 clusters Score -8280026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -8280031.000000 Penalty: 5309.722656
	Iteration 30Q: 3 clusters Score -8280031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -8280039.000000 Penalty: 5309.722656
	Iteration 31Q: 3 clusters Score -8280039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -8280044.500000 Penalty: 5309.722656
	Iteration 32Q: 3 clusters Score -8280044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -8280040.500000 Penalty: 5309.722656
	Iteration 33Q: 3 clusters Score -8280040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -8280039.000000 Penalty: 5309.722656
	Iteration 34Q: 3 clusters Score -8280039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -8280042.000000 Penalty: 5309.722656
	Iteration 35Q: 3 clusters Score -8280042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -8280046.000000 Penalty: 5309.722656
	Iteration 36Q: 3 clusters Score -8280046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -8280043.000000 Penalty: 5309.722656
	Iteration 37Q: 3 clusters Score -8280043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -8280041.000000 Penalty: 5309.722656
	Iteration 38Q: 3 clusters Score -8280041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -8280041.000000 Penalty: 5309.722656
	Iteration 39F: 3 clusters Score -8280041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -153047.140625 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -153047.1 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 438 members 
Entering Unmasked Estep 
Score: -151265.625000 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -151265.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -151633.546875 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -151633.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -151778.296875 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -151778.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -151865.343750 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -151865.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -151917.359375 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -151917.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -151953.578125 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -151953.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -151984.328125 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -151984.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152017.875000 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -152017.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -152039.328125 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -152039.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -152053.546875 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -152053.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -152061.921875 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -152061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152071.796875 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -152071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152080.531250 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -152080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152082.671875 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -152082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -152086.484375 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -152086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152088.875000 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -152088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -152089.421875 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -152089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152091.375000 Penalty: 3363.404785
	Iteration 17Q: 3 clusters Score -152091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152091.375000 Penalty: 3363.404785
	Iteration 18F: 3 clusters Score -152091.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Entering Unmasked Estep 
Score: -8456982.000000 Penalty: 2662.572510
	Iteration 0F: 2 clusters Score -8456982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -8426463.000000 Penalty: 5325.145020
	Iteration 0F: 3 clusters Score -8426463 nChanged 21324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -8438358.000000 Penalty: 5325.145020
	Iteration 1F: 3 clusters Score -8438358 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -8438986.000000 Penalty: 5325.145020
	Iteration 2Q: 3 clusters Score -8438986 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -8439886.000000 Penalty: 5325.145020
	Iteration 3Q: 3 clusters Score -8439886 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -8441288.000000 Penalty: 5325.145020
	Iteration 4F: 3 clusters Score -8441288 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -8443491.000000 Penalty: 5325.145020
	Iteration 5F: 3 clusters Score -8443491 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -8446534.000000 Penalty: 5325.145020
	Iteration 6F: 3 clusters Score -8446534 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -8450055.000000 Penalty: 5325.145020
	Iteration 7F: 3 clusters Score -8450055 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8452590.000000 Penalty: 5325.145020
	Iteration 8F: 3 clusters Score -8452590 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8453759.000000 Penalty: 5325.145020
	Iteration 9Q: 3 clusters Score -8453759 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8454283.000000 Penalty: 5325.145020
	Iteration 10Q: 3 clusters Score -8454283 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8454464.000000 Penalty: 5325.145020
	Iteration 11Q: 3 clusters Score -8454464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8454549.000000 Penalty: 5325.145020
	Iteration 12Q: 3 clusters Score -8454549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8454601.000000 Penalty: 5325.145020
	Iteration 13Q: 3 clusters Score -8454601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8454631.000000 Penalty: 5325.145020
	Iteration 14Q: 3 clusters Score -8454631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8454651.000000 Penalty: 5325.145020
	Iteration 15Q: 3 clusters Score -8454651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8454657.000000 Penalty: 5325.145020
	Iteration 16Q: 3 clusters Score -8454657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8454665.000000 Penalty: 5325.145020
	Iteration 17Q: 3 clusters Score -8454665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8454669.000000 Penalty: 5325.145020
	Iteration 18Q: 3 clusters Score -8454669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8454670.000000 Penalty: 5325.145020
	Iteration 19Q: 3 clusters Score -8454670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8454671.000000 Penalty: 5325.145020
	Iteration 20F: 3 clusters Score -8454671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8454673.000000 Penalty: 5325.145020
	Iteration 21Q: 3 clusters Score -8454673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8454672.000000 Penalty: 5325.145020
	Iteration 22Q: 3 clusters Score -8454672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8454672.000000 Penalty: 5325.145020
	Iteration 23F: 3 clusters Score -8454672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Entering Unmasked Estep 
Score: -9321775.000000 Penalty: 2683.374268
	Iteration 0F: 2 clusters Score -9321775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -9291660.000000 Penalty: 5366.748535
	Iteration 0F: 3 clusters Score -9291660 nChanged 23195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -9304602.000000 Penalty: 5366.748535
	Iteration 1F: 3 clusters Score -9304602 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -9305131.000000 Penalty: 5366.748535
	Iteration 2Q: 3 clusters Score -9305131 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -9305649.000000 Penalty: 5366.748535
	Iteration 3Q: 3 clusters Score -9305649 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -9306320.000000 Penalty: 5366.748535
	Iteration 4Q: 3 clusters Score -9306320 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -9307281.000000 Penalty: 5366.748535
	Iteration 5Q: 3 clusters Score -9307281 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -9308747.000000 Penalty: 5366.748535
	Iteration 6F: 3 clusters Score -9308747 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -9311257.000000 Penalty: 5366.748535
	Iteration 7F: 3 clusters Score -9311257 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -9314579.000000 Penalty: 5366.748535
	Iteration 8F: 3 clusters Score -9314579 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -9317169.000000 Penalty: 5366.748535
	Iteration 9F: 3 clusters Score -9317169 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -9318539.000000 Penalty: 5366.748535
	Iteration 10F: 3 clusters Score -9318539 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -9318930.000000 Penalty: 5366.748535
	Iteration 11Q: 3 clusters Score -9318930 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -9319151.000000 Penalty: 5366.748535
	Iteration 12Q: 3 clusters Score -9319151 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -9319282.000000 Penalty: 5366.748535
	Iteration 13Q: 3 clusters Score -9319282 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -9319355.000000 Penalty: 5366.748535
	Iteration 14Q: 3 clusters Score -9319355 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -9319436.000000 Penalty: 5366.748535
	Iteration 15Q: 3 clusters Score -9319436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -9319490.000000 Penalty: 5366.748535
	Iteration 16Q: 3 clusters Score -9319490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -9319511.000000 Penalty: 5366.748535
	Iteration 17Q: 3 clusters Score -9319511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -9319510.000000 Penalty: 5366.748535
	Iteration 18Q: 3 clusters Score -9319510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -9319523.000000 Penalty: 5366.748535
	Iteration 19Q: 3 clusters Score -9319523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -9319527.000000 Penalty: 5366.748535
	Iteration 20F: 3 clusters Score -9319527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -9319538.000000 Penalty: 5366.748535
	Iteration 21Q: 3 clusters Score -9319538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -9319546.000000 Penalty: 5366.748535
	Iteration 22Q: 3 clusters Score -9319546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -9319548.000000 Penalty: 5366.748535
	Iteration 23Q: 3 clusters Score -9319548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -9319553.000000 Penalty: 5366.748535
	Iteration 24Q: 3 clusters Score -9319553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -9319559.000000 Penalty: 5366.748535
	Iteration 25Q: 3 clusters Score -9319559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -9319559.000000 Penalty: 5366.748535
	Iteration 26F: 3 clusters Score -9319559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Entering Unmasked Estep 
Score: -8240774.000000 Penalty: 2653.986084
	Iteration 0F: 2 clusters Score -8240774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -8211609.000000 Penalty: 5307.972168
	Iteration 0F: 3 clusters Score -8211609 nChanged 20391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -8222649.000000 Penalty: 5307.972168
	Iteration 1F: 3 clusters Score -8222649 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -8223158.000000 Penalty: 5307.972168
	Iteration 2Q: 3 clusters Score -8223158 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -8223702.000000 Penalty: 5307.972168
	Iteration 3Q: 3 clusters Score -8223702 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -8224179.500000 Penalty: 5307.972168
	Iteration 4Q: 3 clusters Score -8224180 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -8224870.000000 Penalty: 5307.972168
	Iteration 5Q: 3 clusters Score -8224870 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -8225849.500000 Penalty: 5307.972168
	Iteration 6Q: 3 clusters Score -8225850 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -8227307.000000 Penalty: 5307.972168
	Iteration 7Q: 3 clusters Score -8227307 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -8229019.000000 Penalty: 5307.972168
	Iteration 8F: 3 clusters Score -8229019 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -8230873.000000 Penalty: 5307.972168
	Iteration 9F: 3 clusters Score -8230873 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -8232470.500000 Penalty: 5307.972168
	Iteration 10F: 3 clusters Score -8232470 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -8233697.000000 Penalty: 5307.972168
	Iteration 11Q: 3 clusters Score -8233697 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -8234615.000000 Penalty: 5307.972168
	Iteration 12Q: 3 clusters Score -8234615 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -8235382.500000 Penalty: 5307.972168
	Iteration 13Q: 3 clusters Score -8235382 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -8235889.500000 Penalty: 5307.972168
	Iteration 14Q: 3 clusters Score -8235890 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -8236404.000000 Penalty: 5307.972168
	Iteration 15Q: 3 clusters Score -8236404 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -8236797.500000 Penalty: 5307.972168
	Iteration 16Q: 3 clusters Score -8236798 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -8237146.500000 Penalty: 5307.972168
	Iteration 17Q: 3 clusters Score -8237146 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -8237410.500000 Penalty: 5307.972168
	Iteration 18Q: 3 clusters Score -8237410 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -8237637.000000 Penalty: 5307.972168
	Iteration 19Q: 3 clusters Score -8237637 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8237834.000000 Penalty: 5307.972168
	Iteration 20F: 3 clusters Score -8237834 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8238059.500000 Penalty: 5307.972168
	Iteration 21Q: 3 clusters Score -8238060 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8238182.500000 Penalty: 5307.972168
	Iteration 22Q: 3 clusters Score -8238182 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8238318.500000 Penalty: 5307.972168
	Iteration 23Q: 3 clusters Score -8238318 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8238397.000000 Penalty: 5307.972168
	Iteration 24Q: 3 clusters Score -8238397 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8238470.000000 Penalty: 5307.972168
	Iteration 25Q: 3 clusters Score -8238470 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8238539.500000 Penalty: 5307.972168
	Iteration 26Q: 3 clusters Score -8238540 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8238560.500000 Penalty: 5307.972168
	Iteration 27Q: 3 clusters Score -8238560 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8238595.500000 Penalty: 5307.972168
	Iteration 28Q: 3 clusters Score -8238596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8238625.000000 Penalty: 5307.972168
	Iteration 29Q: 3 clusters Score -8238625 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8238657.500000 Penalty: 5307.972168
	Iteration 30Q: 3 clusters Score -8238658 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8238684.000000 Penalty: 5307.972168
	Iteration 31Q: 3 clusters Score -8238684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8238715.000000 Penalty: 5307.972168
	Iteration 32Q: 3 clusters Score -8238715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8238729.500000 Penalty: 5307.972168
	Iteration 33Q: 3 clusters Score -8238730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8238752.500000 Penalty: 5307.972168
	Iteration 34Q: 3 clusters Score -8238752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8238737.000000 Penalty: 5307.972168
	Iteration 35Q: 3 clusters Score -8238737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8238749.000000 Penalty: 5307.972168
	Iteration 36Q: 3 clusters Score -8238749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8238765.000000 Penalty: 5307.972168
	Iteration 37Q: 3 clusters Score -8238765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8238764.500000 Penalty: 5307.972168
	Iteration 38Q: 3 clusters Score -8238764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8238780.000000 Penalty: 5307.972168
	Iteration 39Q: 3 clusters Score -8238780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8238795.000000 Penalty: 5307.972168
	Iteration 40F: 3 clusters Score -8238795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8238794.500000 Penalty: 5307.972168
	Iteration 41Q: 3 clusters Score -8238794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8238810.500000 Penalty: 5307.972168
	Iteration 42Q: 3 clusters Score -8238810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8238814.500000 Penalty: 5307.972168
	Iteration 43Q: 3 clusters Score -8238814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8238820.500000 Penalty: 5307.972168
	Iteration 44Q: 3 clusters Score -8238820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8238819.000000 Penalty: 5307.972168
	Iteration 45Q: 3 clusters Score -8238819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8238822.500000 Penalty: 5307.972168
	Iteration 46Q: 3 clusters Score -8238822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8238827.000000 Penalty: 5307.972168
	Iteration 47Q: 3 clusters Score -8238827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8238830.000000 Penalty: 5307.972168
	Iteration 48Q: 3 clusters Score -8238830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8238827.500000 Penalty: 5307.972168
	Iteration 49Q: 3 clusters Score -8238828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8238835.500000 Penalty: 5307.972168
	Iteration 50Q: 3 clusters Score -8238836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8238845.500000 Penalty: 5307.972168
	Iteration 51Q: 3 clusters Score -8238846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8238843.000000 Penalty: 5307.972168
	Iteration 52Q: 3 clusters Score -8238843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8238848.500000 Penalty: 5307.972168
	Iteration 53Q: 3 clusters Score -8238848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8238849.500000 Penalty: 5307.972168
	Iteration 54Q: 3 clusters Score -8238850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8238851.000000 Penalty: 5307.972168
	Iteration 55Q: 3 clusters Score -8238851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8238854.000000 Penalty: 5307.972168
	Iteration 56Q: 3 clusters Score -8238854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8238855.500000 Penalty: 5307.972168
	Iteration 57Q: 3 clusters Score -8238856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8238848.500000 Penalty: 5307.972168
	Iteration 58Q: 3 clusters Score -8238848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8238848.500000 Penalty: 5307.972168
	Iteration 59F: 3 clusters Score -8238848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -104991.929688 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -104991.9 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 383 members 
Entering Unmasked Estep 
Score: -103352.453125 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -103352.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103849.617188 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -103849.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -104020.781250 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -104020.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -104091.132812 Penalty: 3303.645264
	Iteration 3Q: 3 clusters Score -104091.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -104164.445312 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -104164.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104242.421875 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -104242.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104318.554688 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -104318.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104392.640625 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -104392.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104449.578125 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -104449.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104516.250000 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -104516.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104603.718750 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -104603.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -104714.695312 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -104714.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104781.023438 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -104781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104813.710938 Penalty: 3303.645264
	Iteration 13Q: 3 clusters Score -104813.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -104856.242188 Penalty: 3303.645264
	Iteration 14Q: 3 clusters Score -104856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -104900.015625 Penalty: 3303.645264
	Iteration 15Q: 3 clusters Score -104900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -104941.281250 Penalty: 3303.645264
	Iteration 16Q: 3 clusters Score -104941.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -104990.929688 Penalty: 3303.645264
	Iteration 17Q: 3 clusters Score -104990.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -105021.093750 Penalty: 3303.645264
	Iteration 18Q: 3 clusters Score -105021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105047.312500 Penalty: 3303.645264
	Iteration 19Q: 3 clusters Score -105047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105053.851562 Penalty: 3303.645264
	Iteration 20F: 3 clusters Score -105053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -105063.601562 Penalty: 3303.645264
	Iteration 21Q: 3 clusters Score -105063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -105073.210938 Penalty: 3303.645264
	Iteration 22Q: 3 clusters Score -105073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -105077.023438 Penalty: 3303.645264
	Iteration 23Q: 3 clusters Score -105077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -105083.828125 Penalty: 3303.645264
	Iteration 24Q: 3 clusters Score -105083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105088.804688 Penalty: 3303.645264
	Iteration 25Q: 3 clusters Score -105088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105088.804688 Penalty: 3303.645264
	Iteration 26F: 3 clusters Score -105088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44582 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 50014 members 
Mstep: Class 7 contains 44425 members 
Mstep: Class 8 contains 453 members 
Mstep: Class 9 contains 48205 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42214 members 
Mstep: Class 17 contains 42847 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44153 members 
Mstep: Class 20 contains 45144 members 
Mstep: Class 21 contains 46026 members 
Mstep: Class 22 contains 47010 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45354 members 
Mstep: Class 25 contains 328 members 
Entering Unmasked Estep 
Score: -106694504.000000 Penalty: 82330.929688
Splitting cluster 8 changes total score from -106695936.000000 to -106694504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (48205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Entering Unmasked Estep 
Score: -8989128.000000 Penalty: 2674.238281
	Iteration 0F: 2 clusters Score -8989128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -8958610.000000 Penalty: 5348.476562
	Iteration 0F: 3 clusters Score -8958610 nChanged 22471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -8971080.000000 Penalty: 5348.476562
	Iteration 1F: 3 clusters Score -8971080 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -8971626.000000 Penalty: 5348.476562
	Iteration 2Q: 3 clusters Score -8971626 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -8972175.000000 Penalty: 5348.476562
	Iteration 3Q: 3 clusters Score -8972175 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -8972781.000000 Penalty: 5348.476562
	Iteration 4Q: 3 clusters Score -8972781 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -8973547.000000 Penalty: 5348.476562
	Iteration 5Q: 3 clusters Score -8973547 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -8974679.000000 Penalty: 5348.476562
	Iteration 6Q: 3 clusters Score -8974679 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -8976442.000000 Penalty: 5348.476562
	Iteration 7F: 3 clusters Score -8976442 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -8978809.000000 Penalty: 5348.476562
	Iteration 8F: 3 clusters Score -8978809 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -8981747.000000 Penalty: 5348.476562
	Iteration 9F: 3 clusters Score -8981747 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -8984110.000000 Penalty: 5348.476562
	Iteration 10F: 3 clusters Score -8984110 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -8985436.000000 Penalty: 5348.476562
	Iteration 11Q: 3 clusters Score -8985436 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -8986177.000000 Penalty: 5348.476562
	Iteration 12Q: 3 clusters Score -8986177 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -8986504.000000 Penalty: 5348.476562
	Iteration 13Q: 3 clusters Score -8986504 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -8986675.000000 Penalty: 5348.476562
	Iteration 14Q: 3 clusters Score -8986675 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -8986763.000000 Penalty: 5348.476562
	Iteration 15Q: 3 clusters Score -8986763 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -8986856.000000 Penalty: 5348.476562
	Iteration 16Q: 3 clusters Score -8986856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -8986916.000000 Penalty: 5348.476562
	Iteration 17Q: 3 clusters Score -8986916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -8986964.000000 Penalty: 5348.476562
	Iteration 18Q: 3 clusters Score -8986964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -8986981.000000 Penalty: 5348.476562
	Iteration 19Q: 3 clusters Score -8986981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -8986998.000000 Penalty: 5348.476562
	Iteration 20F: 3 clusters Score -8986998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -8987005.000000 Penalty: 5348.476562
	Iteration 21Q: 3 clusters Score -8987005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -8987034.000000 Penalty: 5348.476562
	Iteration 22Q: 3 clusters Score -8987034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -8987045.000000 Penalty: 5348.476562
	Iteration 23Q: 3 clusters Score -8987045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -8987045.000000 Penalty: 5348.476562
	Iteration 24Q: 3 clusters Score -8987045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -8987052.000000 Penalty: 5348.476562
	Iteration 25Q: 3 clusters Score -8987052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -8987057.000000 Penalty: 5348.476562
	Iteration 26Q: 3 clusters Score -8987057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -8987063.000000 Penalty: 5348.476562
	Iteration 27Q: 3 clusters Score -8987063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -8987067.000000 Penalty: 5348.476562
	Iteration 28Q: 3 clusters Score -8987067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -8987064.000000 Penalty: 5348.476562
	Iteration 29Q: 3 clusters Score -8987064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -8987076.000000 Penalty: 5348.476562
	Iteration 30Q: 3 clusters Score -8987076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -8987076.000000 Penalty: 5348.476562
	Iteration 31Q: 3 clusters Score -8987076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -8987074.000000 Penalty: 5348.476562
	Iteration 32Q: 3 clusters Score -8987074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -8987074.000000 Penalty: 5348.476562
	Iteration 33F: 3 clusters Score -8987074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -24877.449219 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -24877.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23802.556641 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -23802.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24028.052734 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -24028.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24160.968750 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -24160.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24220.925781 Penalty: 2856.415283
	Iteration 3F: 3 clusters Score -24220.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24298.503906 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -24298.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24341.894531 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -24341.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24425.289062 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -24425.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24462.798828 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -24462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24490.896484 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -24490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24513.007812 Penalty: 2856.415283
	Iteration 9Q: 3 clusters Score -24513.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24528.849609 Penalty: 2856.415283
	Iteration 10Q: 3 clusters Score -24528.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24530.970703 Penalty: 2856.415283
	Iteration 11Q: 3 clusters Score -24530.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24530.970703 Penalty: 2856.415283
	Iteration 12F: 3 clusters Score -24530.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -302687.187500 Penalty: 1856.123413
	Iteration 0F: 2 clusters Score -302687.2 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 900 members 
Entering Unmasked Estep 
Score: -300287.937500 Penalty: 3712.246826
	Iteration 0F: 3 clusters Score -300287.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -301050.250000 Penalty: 3712.246826
	Iteration 1F: 3 clusters Score -301050.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -301519.781250 Penalty: 3712.246826
	Iteration 2F: 3 clusters Score -301519.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -301808.156250 Penalty: 3712.246826
	Iteration 3F: 3 clusters Score -301808.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -301995.968750 Penalty: 3712.246826
	Iteration 4F: 3 clusters Score -301996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -302124.500000 Penalty: 3712.246826
	Iteration 5Q: 3 clusters Score -302124.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -302207.531250 Penalty: 3712.246826
	Iteration 6Q: 3 clusters Score -302207.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -302262.406250 Penalty: 3712.246826
	Iteration 7Q: 3 clusters Score -302262.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -302283.500000 Penalty: 3712.246826
	Iteration 8Q: 3 clusters Score -302283.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -302295.718750 Penalty: 3712.246826
	Iteration 9Q: 3 clusters Score -302295.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -302302.812500 Penalty: 3712.246826
	Iteration 10Q: 3 clusters Score -302302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -302306.500000 Penalty: 3712.246826
	Iteration 11Q: 3 clusters Score -302306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -302307.000000 Penalty: 3712.246826
	Iteration 12Q: 3 clusters Score -302307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -302307.468750 Penalty: 3712.246826
	Iteration 13Q: 3 clusters Score -302307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -302307.468750 Penalty: 3712.246826
	Iteration 14F: 3 clusters Score -302307.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -127162.851562 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -127162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -125470.726562 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -125470.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -125790.046875 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -125790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -126270.445312 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -126270.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126810.906250 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -126810.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -127260.773438 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -127260.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -127467.250000 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -127467.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -127595.890625 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -127595.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127631.218750 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -127631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127636.132812 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -127636.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -127638.234375 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -127638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -127638.234375 Penalty: 3272.184082
	Iteration 10F: 3 clusters Score -127638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44582 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 50014 members 
Mstep: Class 7 contains 44425 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48205 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42214 members 
Mstep: Class 17 contains 42847 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44153 members 
Mstep: Class 20 contains 45144 members 
Mstep: Class 21 contains 46026 members 
Mstep: Class 22 contains 47010 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45354 members 
Mstep: Class 25 contains 475 members 
Entering Unmasked Estep 
Score: -106694800.000000 Penalty: 82330.929688
Splitting cluster 12 changes total score from -106695936.000000 to -106694800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (29995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Entering Unmasked Estep 
Score: -5403455.000000 Penalty: 2556.579102
	Iteration 0F: 2 clusters Score -5403455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -5382986.500000 Penalty: 5113.158203
	Iteration 0F: 3 clusters Score -5382986 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -5390407.500000 Penalty: 5113.158203
	Iteration 1F: 3 clusters Score -5390408 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -5390999.500000 Penalty: 5113.158203
	Iteration 2F: 3 clusters Score -5391000 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -5391603.500000 Penalty: 5113.158203
	Iteration 3Q: 3 clusters Score -5391604 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -5392251.000000 Penalty: 5113.158203
	Iteration 4Q: 3 clusters Score -5392251 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -5393018.500000 Penalty: 5113.158203
	Iteration 5F: 3 clusters Score -5393018 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -5393742.000000 Penalty: 5113.158203
	Iteration 6F: 3 clusters Score -5393742 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -5394548.000000 Penalty: 5113.158203
	Iteration 7F: 3 clusters Score -5394548 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -5395263.500000 Penalty: 5113.158203
	Iteration 8F: 3 clusters Score -5395264 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5395878.000000 Penalty: 5113.158203
	Iteration 9Q: 3 clusters Score -5395878 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -5396394.000000 Penalty: 5113.158203
	Iteration 10Q: 3 clusters Score -5396394 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -5396799.000000 Penalty: 5113.158203
	Iteration 11Q: 3 clusters Score -5396799 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -5397086.000000 Penalty: 5113.158203
	Iteration 12Q: 3 clusters Score -5397086 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5397324.500000 Penalty: 5113.158203
	Iteration 13Q: 3 clusters Score -5397324 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -5397609.000000 Penalty: 5113.158203
	Iteration 14Q: 3 clusters Score -5397609 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -5397923.000000 Penalty: 5113.158203
	Iteration 15Q: 3 clusters Score -5397923 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -5398360.500000 Penalty: 5113.158203
	Iteration 16Q: 3 clusters Score -5398360 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -5398899.500000 Penalty: 5113.158203
	Iteration 17Q: 3 clusters Score -5398900 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -5399562.500000 Penalty: 5113.158203
	Iteration 18Q: 3 clusters Score -5399562 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -5400267.000000 Penalty: 5113.158203
	Iteration 19Q: 3 clusters Score -5400267 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -5400843.500000 Penalty: 5113.158203
	Iteration 20F: 3 clusters Score -5400844 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -5401259.500000 Penalty: 5113.158203
	Iteration 21Q: 3 clusters Score -5401260 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -5401514.500000 Penalty: 5113.158203
	Iteration 22Q: 3 clusters Score -5401514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -5401642.000000 Penalty: 5113.158203
	Iteration 23Q: 3 clusters Score -5401642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -5401687.000000 Penalty: 5113.158203
	Iteration 24Q: 3 clusters Score -5401687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5401701.500000 Penalty: 5113.158203
	Iteration 25Q: 3 clusters Score -5401702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -5401716.500000 Penalty: 5113.158203
	Iteration 26Q: 3 clusters Score -5401716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -5401730.500000 Penalty: 5113.158203
	Iteration 27Q: 3 clusters Score -5401730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -5401734.000000 Penalty: 5113.158203
	Iteration 28Q: 3 clusters Score -5401734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5401758.500000 Penalty: 5113.158203
	Iteration 29Q: 3 clusters Score -5401758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -5401768.000000 Penalty: 5113.158203
	Iteration 30Q: 3 clusters Score -5401768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -5401770.500000 Penalty: 5113.158203
	Iteration 31Q: 3 clusters Score -5401770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -5401769.500000 Penalty: 5113.158203
	Iteration 32Q: 3 clusters Score -5401770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -5401767.500000 Penalty: 5113.158203
	Iteration 33Q: 3 clusters Score -5401768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5401777.500000 Penalty: 5113.158203
	Iteration 34Q: 3 clusters Score -5401778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -5401780.000000 Penalty: 5113.158203
	Iteration 35Q: 3 clusters Score -5401780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -5401777.500000 Penalty: 5113.158203
	Iteration 36Q: 3 clusters Score -5401778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5401774.000000 Penalty: 5113.158203
	Iteration 37Q: 3 clusters Score -5401774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -5401771.500000 Penalty: 5113.158203
	Iteration 38Q: 3 clusters Score -5401772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -5401772.000000 Penalty: 5113.158203
	Iteration 39Q: 3 clusters Score -5401772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -5401773.500000 Penalty: 5113.158203
	Iteration 40F: 3 clusters Score -5401774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -5401775.500000 Penalty: 5113.158203
	Iteration 41Q: 3 clusters Score -5401776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -5401775.500000 Penalty: 5113.158203
	Iteration 42F: 3 clusters Score -5401776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -246221.968750 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -246222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -244091.640625 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -244091.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -244443.796875 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -244443.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -244528.265625 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -244528.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -244566.359375 Penalty: 3566.201416
	Iteration 3Q: 3 clusters Score -244566.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -244593.593750 Penalty: 3566.201416
	Iteration 4Q: 3 clusters Score -244593.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -244608.187500 Penalty: 3566.201416
	Iteration 5Q: 3 clusters Score -244608.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -244618.546875 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -244618.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -244626.453125 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -244626.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -244636.281250 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -244636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -244640.203125 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -244640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -244642.546875 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -244642.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -244645.859375 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -244645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -244648.953125 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -244649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -244649.734375 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -244649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -244650.203125 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -244650.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -244650.203125 Penalty: 3566.201416
	Iteration 15F: 3 clusters Score -244650.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -141038.484375 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -141038.5 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 460 members 
Entering Unmasked Estep 
Score: -139274.484375 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -139274.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -139607.234375 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -139607.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -139708.156250 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -139708.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -139781.546875 Penalty: 3374.538574
	Iteration 3Q: 3 clusters Score -139781.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -139816.390625 Penalty: 3374.538574
	Iteration 4Q: 3 clusters Score -139816.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -139826.406250 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -139826.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -139839.187500 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -139839.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -139849.437500 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -139849.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -139856.828125 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -139856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -139864.453125 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -139864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -139868.765625 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -139868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -139872.453125 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -139872.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -139872.828125 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -139872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -139872.828125 Penalty: 3374.538574
	Iteration 13F: 3 clusters Score -139872.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Entering Unmasked Estep 
Score: -7814540.000000 Penalty: 2641.325684
	Iteration 0F: 2 clusters Score -7814540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -7786235.500000 Penalty: 5282.651367
	Iteration 0F: 3 clusters Score -7786236 nChanged 19486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -7796998.500000 Penalty: 5282.651367
	Iteration 1F: 3 clusters Score -7796998 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -7797865.500000 Penalty: 5282.651367
	Iteration 2Q: 3 clusters Score -7797866 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -7798808.500000 Penalty: 5282.651367
	Iteration 3F: 3 clusters Score -7798808 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -7799956.500000 Penalty: 5282.651367
	Iteration 4F: 3 clusters Score -7799956 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -7801379.500000 Penalty: 5282.651367
	Iteration 5F: 3 clusters Score -7801380 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -7803030.500000 Penalty: 5282.651367
	Iteration 6F: 3 clusters Score -7803030 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -7804902.500000 Penalty: 5282.651367
	Iteration 7F: 3 clusters Score -7804902 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -7806926.500000 Penalty: 5282.651367
	Iteration 8F: 3 clusters Score -7806926 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -7808513.000000 Penalty: 5282.651367
	Iteration 9F: 3 clusters Score -7808513 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -7809679.500000 Penalty: 5282.651367
	Iteration 10Q: 3 clusters Score -7809680 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -7810710.000000 Penalty: 5282.651367
	Iteration 11Q: 3 clusters Score -7810710 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -7811551.500000 Penalty: 5282.651367
	Iteration 12Q: 3 clusters Score -7811552 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -7812069.500000 Penalty: 5282.651367
	Iteration 13Q: 3 clusters Score -7812070 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -7812336.500000 Penalty: 5282.651367
	Iteration 14Q: 3 clusters Score -7812336 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -7812490.000000 Penalty: 5282.651367
	Iteration 15Q: 3 clusters Score -7812490 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -7812599.000000 Penalty: 5282.651367
	Iteration 16Q: 3 clusters Score -7812599 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -7812653.000000 Penalty: 5282.651367
	Iteration 17Q: 3 clusters Score -7812653 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -7812730.500000 Penalty: 5282.651367
	Iteration 18Q: 3 clusters Score -7812730 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -7812795.500000 Penalty: 5282.651367
	Iteration 19Q: 3 clusters Score -7812796 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -7812806.000000 Penalty: 5282.651367
	Iteration 20F: 3 clusters Score -7812806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -7812825.500000 Penalty: 5282.651367
	Iteration 21Q: 3 clusters Score -7812826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -7812858.000000 Penalty: 5282.651367
	Iteration 22Q: 3 clusters Score -7812858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -7812869.500000 Penalty: 5282.651367
	Iteration 23Q: 3 clusters Score -7812870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -7812883.500000 Penalty: 5282.651367
	Iteration 24Q: 3 clusters Score -7812884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -7812881.500000 Penalty: 5282.651367
	Iteration 25Q: 3 clusters Score -7812882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -7812888.500000 Penalty: 5282.651367
	Iteration 26Q: 3 clusters Score -7812888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -7812897.500000 Penalty: 5282.651367
	Iteration 27Q: 3 clusters Score -7812898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -7812908.500000 Penalty: 5282.651367
	Iteration 28Q: 3 clusters Score -7812908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -7812923.000000 Penalty: 5282.651367
	Iteration 29Q: 3 clusters Score -7812923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -7812937.000000 Penalty: 5282.651367
	Iteration 30Q: 3 clusters Score -7812937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -7812945.000000 Penalty: 5282.651367
	Iteration 31Q: 3 clusters Score -7812945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -7812937.500000 Penalty: 5282.651367
	Iteration 32Q: 3 clusters Score -7812938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -7812926.500000 Penalty: 5282.651367
	Iteration 33Q: 3 clusters Score -7812926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -7812934.500000 Penalty: 5282.651367
	Iteration 34Q: 3 clusters Score -7812934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -7812952.000000 Penalty: 5282.651367
	Iteration 35Q: 3 clusters Score -7812952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7812956.500000 Penalty: 5282.651367
	Iteration 36Q: 3 clusters Score -7812956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -7812961.000000 Penalty: 5282.651367
	Iteration 37Q: 3 clusters Score -7812961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7812965.000000 Penalty: 5282.651367
	Iteration 38Q: 3 clusters Score -7812965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -7812963.500000 Penalty: 5282.651367
	Iteration 39Q: 3 clusters Score -7812964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -7812965.500000 Penalty: 5282.651367
	Iteration 40F: 3 clusters Score -7812966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -7812957.500000 Penalty: 5282.651367
	Iteration 41Q: 3 clusters Score -7812958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -7812961.500000 Penalty: 5282.651367
	Iteration 42Q: 3 clusters Score -7812962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -7812960.000000 Penalty: 5282.651367
	Iteration 43Q: 3 clusters Score -7812960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -7812964.500000 Penalty: 5282.651367
	Iteration 44Q: 3 clusters Score -7812964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -7812960.000000 Penalty: 5282.651367
	Iteration 45Q: 3 clusters Score -7812960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -7812955.500000 Penalty: 5282.651367
	Iteration 46Q: 3 clusters Score -7812956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -7812961.500000 Penalty: 5282.651367
	Iteration 47Q: 3 clusters Score -7812962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -7812956.500000 Penalty: 5282.651367
	Iteration 48Q: 3 clusters Score -7812956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7812957.000000 Penalty: 5282.651367
	Iteration 49Q: 3 clusters Score -7812957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -7812951.500000 Penalty: 5282.651367
	Iteration 50Q: 3 clusters Score -7812952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -7812956.000000 Penalty: 5282.651367
	Iteration 51Q: 3 clusters Score -7812956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7812950.000000 Penalty: 5282.651367
	Iteration 52Q: 3 clusters Score -7812950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -7812956.500000 Penalty: 5282.651367
	Iteration 53Q: 3 clusters Score -7812956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -7812949.000000 Penalty: 5282.651367
	Iteration 54Q: 3 clusters Score -7812949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7812951.500000 Penalty: 5282.651367
	Iteration 55Q: 3 clusters Score -7812952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -7812954.500000 Penalty: 5282.651367
	Iteration 56Q: 3 clusters Score -7812954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -7812953.000000 Penalty: 5282.651367
	Iteration 57Q: 3 clusters Score -7812953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -7812950.000000 Penalty: 5282.651367
	Iteration 58Q: 3 clusters Score -7812950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -7812951.000000 Penalty: 5282.651367
	Iteration 59Q: 3 clusters Score -7812951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -7812951.000000 Penalty: 5282.651367
	Iteration 60F: 3 clusters Score -7812951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Entering Unmasked Estep 
Score: -7959056.000000 Penalty: 2645.016846
	Iteration 0F: 2 clusters Score -7959056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -7930284.500000 Penalty: 5290.033691
	Iteration 0F: 3 clusters Score -7930284 nChanged 19698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -7941112.500000 Penalty: 5290.033691
	Iteration 1F: 3 clusters Score -7941112 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -7941627.500000 Penalty: 5290.033691
	Iteration 2Q: 3 clusters Score -7941628 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -7942212.000000 Penalty: 5290.033691
	Iteration 3Q: 3 clusters Score -7942212 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -7943027.500000 Penalty: 5290.033691
	Iteration 4Q: 3 clusters Score -7943028 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -7944238.000000 Penalty: 5290.033691
	Iteration 5F: 3 clusters Score -7944238 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -7945915.500000 Penalty: 5290.033691
	Iteration 6F: 3 clusters Score -7945916 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -7948048.500000 Penalty: 5290.033691
	Iteration 7F: 3 clusters Score -7948048 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -7950674.000000 Penalty: 5290.033691
	Iteration 8F: 3 clusters Score -7950674 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -7953102.000000 Penalty: 5290.033691
	Iteration 9F: 3 clusters Score -7953102 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -7954420.500000 Penalty: 5290.033691
	Iteration 10Q: 3 clusters Score -7954420 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -7954976.500000 Penalty: 5290.033691
	Iteration 11Q: 3 clusters Score -7954976 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -7955228.500000 Penalty: 5290.033691
	Iteration 12Q: 3 clusters Score -7955228 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -7955434.000000 Penalty: 5290.033691
	Iteration 13Q: 3 clusters Score -7955434 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -7955621.000000 Penalty: 5290.033691
	Iteration 14Q: 3 clusters Score -7955621 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -7955762.000000 Penalty: 5290.033691
	Iteration 15Q: 3 clusters Score -7955762 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -7955870.000000 Penalty: 5290.033691
	Iteration 16Q: 3 clusters Score -7955870 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -7955959.000000 Penalty: 5290.033691
	Iteration 17Q: 3 clusters Score -7955959 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -7956032.000000 Penalty: 5290.033691
	Iteration 18Q: 3 clusters Score -7956032 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -7956108.000000 Penalty: 5290.033691
	Iteration 19Q: 3 clusters Score -7956108 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -7956154.500000 Penalty: 5290.033691
	Iteration 20F: 3 clusters Score -7956154 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -7956199.000000 Penalty: 5290.033691
	Iteration 21Q: 3 clusters Score -7956199 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -7956226.000000 Penalty: 5290.033691
	Iteration 22Q: 3 clusters Score -7956226 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -7956301.500000 Penalty: 5290.033691
	Iteration 23Q: 3 clusters Score -7956302 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -7956332.000000 Penalty: 5290.033691
	Iteration 24Q: 3 clusters Score -7956332 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -7956353.000000 Penalty: 5290.033691
	Iteration 25Q: 3 clusters Score -7956353 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -7956369.500000 Penalty: 5290.033691
	Iteration 26Q: 3 clusters Score -7956370 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -7956408.500000 Penalty: 5290.033691
	Iteration 27Q: 3 clusters Score -7956408 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -7956443.500000 Penalty: 5290.033691
	Iteration 28Q: 3 clusters Score -7956444 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -7956475.000000 Penalty: 5290.033691
	Iteration 29Q: 3 clusters Score -7956475 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -7956543.000000 Penalty: 5290.033691
	Iteration 30Q: 3 clusters Score -7956543 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -7956582.500000 Penalty: 5290.033691
	Iteration 31Q: 3 clusters Score -7956582 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -7956607.500000 Penalty: 5290.033691
	Iteration 32Q: 3 clusters Score -7956608 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -7956659.000000 Penalty: 5290.033691
	Iteration 33Q: 3 clusters Score -7956659 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -7956700.000000 Penalty: 5290.033691
	Iteration 34Q: 3 clusters Score -7956700 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -7956720.000000 Penalty: 5290.033691
	Iteration 35Q: 3 clusters Score -7956720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -7956747.500000 Penalty: 5290.033691
	Iteration 36Q: 3 clusters Score -7956748 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -7956811.500000 Penalty: 5290.033691
	Iteration 37Q: 3 clusters Score -7956812 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -7956833.000000 Penalty: 5290.033691
	Iteration 38Q: 3 clusters Score -7956833 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -7956869.500000 Penalty: 5290.033691
	Iteration 39Q: 3 clusters Score -7956870 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -7956899.500000 Penalty: 5290.033691
	Iteration 40F: 3 clusters Score -7956900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -7956900.500000 Penalty: 5290.033691
	Iteration 41Q: 3 clusters Score -7956900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -7956919.000000 Penalty: 5290.033691
	Iteration 42Q: 3 clusters Score -7956919 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -7956938.000000 Penalty: 5290.033691
	Iteration 43Q: 3 clusters Score -7956938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -7956961.000000 Penalty: 5290.033691
	Iteration 44Q: 3 clusters Score -7956961 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -7956970.500000 Penalty: 5290.033691
	Iteration 45Q: 3 clusters Score -7956970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -7956986.000000 Penalty: 5290.033691
	Iteration 46Q: 3 clusters Score -7956986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -7957008.500000 Penalty: 5290.033691
	Iteration 47Q: 3 clusters Score -7957008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -7957024.000000 Penalty: 5290.033691
	Iteration 48Q: 3 clusters Score -7957024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7957015.000000 Penalty: 5290.033691
	Iteration 49Q: 3 clusters Score -7957015 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -7957031.000000 Penalty: 5290.033691
	Iteration 50Q: 3 clusters Score -7957031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -7957040.000000 Penalty: 5290.033691
	Iteration 51Q: 3 clusters Score -7957040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -7957038.000000 Penalty: 5290.033691
	Iteration 52Q: 3 clusters Score -7957038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -7957052.500000 Penalty: 5290.033691
	Iteration 53Q: 3 clusters Score -7957052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -7957067.000000 Penalty: 5290.033691
	Iteration 54Q: 3 clusters Score -7957067 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -7957090.000000 Penalty: 5290.033691
	Iteration 55Q: 3 clusters Score -7957090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -7957109.000000 Penalty: 5290.033691
	Iteration 56Q: 3 clusters Score -7957109 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -7957125.000000 Penalty: 5290.033691
	Iteration 57Q: 3 clusters Score -7957125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -7957155.000000 Penalty: 5290.033691
	Iteration 58Q: 3 clusters Score -7957155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -7957185.000000 Penalty: 5290.033691
	Iteration 59Q: 3 clusters Score -7957185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -7957188.000000 Penalty: 5290.033691
	Iteration 60F: 3 clusters Score -7957188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -7957191.000000 Penalty: 5290.033691
	Iteration 61Q: 3 clusters Score -7957191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -7957204.000000 Penalty: 5290.033691
	Iteration 62Q: 3 clusters Score -7957204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7957204.000000 Penalty: 5290.033691
	Iteration 63Q: 3 clusters Score -7957204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -7957205.000000 Penalty: 5290.033691
	Iteration 64Q: 3 clusters Score -7957205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -7957207.000000 Penalty: 5290.033691
	Iteration 65Q: 3 clusters Score -7957207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7957195.500000 Penalty: 5290.033691
	Iteration 66Q: 3 clusters Score -7957196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7957209.000000 Penalty: 5290.033691
	Iteration 67Q: 3 clusters Score -7957209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7957223.000000 Penalty: 5290.033691
	Iteration 68Q: 3 clusters Score -7957223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -7957237.000000 Penalty: 5290.033691
	Iteration 69Q: 3 clusters Score -7957237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -7957234.000000 Penalty: 5290.033691
	Iteration 70Q: 3 clusters Score -7957234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -7957249.500000 Penalty: 5290.033691
	Iteration 71Q: 3 clusters Score -7957250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -7957256.000000 Penalty: 5290.033691
	Iteration 72Q: 3 clusters Score -7957256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -7957254.500000 Penalty: 5290.033691
	Iteration 73Q: 3 clusters Score -7957254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -7957254.000000 Penalty: 5290.033691
	Iteration 74Q: 3 clusters Score -7957254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7957264.500000 Penalty: 5290.033691
	Iteration 75Q: 3 clusters Score -7957264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -7957263.500000 Penalty: 5290.033691
	Iteration 76Q: 3 clusters Score -7957264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -7957260.000000 Penalty: 5290.033691
	Iteration 77Q: 3 clusters Score -7957260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -7957274.500000 Penalty: 5290.033691
	Iteration 78Q: 3 clusters Score -7957274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -7957281.500000 Penalty: 5290.033691
	Iteration 79Q: 3 clusters Score -7957282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -7957282.500000 Penalty: 5290.033691
	Iteration 80F: 3 clusters Score -7957282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -7957286.500000 Penalty: 5290.033691
	Iteration 81Q: 3 clusters Score -7957286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -7957288.000000 Penalty: 5290.033691
	Iteration 82Q: 3 clusters Score -7957288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -7957292.500000 Penalty: 5290.033691
	Iteration 83Q: 3 clusters Score -7957292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -7957290.000000 Penalty: 5290.033691
	Iteration 84Q: 3 clusters Score -7957290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -7957279.500000 Penalty: 5290.033691
	Iteration 85Q: 3 clusters Score -7957280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -7957282.000000 Penalty: 5290.033691
	Iteration 86Q: 3 clusters Score -7957282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -7957276.000000 Penalty: 5290.033691
	Iteration 87Q: 3 clusters Score -7957276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -7957281.000000 Penalty: 5290.033691
	Iteration 88Q: 3 clusters Score -7957281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -7957285.000000 Penalty: 5290.033691
	Iteration 89Q: 3 clusters Score -7957285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -7957282.500000 Penalty: 5290.033691
	Iteration 90Q: 3 clusters Score -7957282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -7957283.500000 Penalty: 5290.033691
	Iteration 91Q: 3 clusters Score -7957284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -7957280.500000 Penalty: 5290.033691
	Iteration 92Q: 3 clusters Score -7957280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -7957283.000000 Penalty: 5290.033691
	Iteration 93Q: 3 clusters Score -7957283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -7957283.000000 Penalty: 5290.033691
	Iteration 94F: 3 clusters Score -7957283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -165947.109375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -165947.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -164045.312500 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -164045.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -164330.890625 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -164330.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -164432.390625 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -164432.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -164508.000000 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -164508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -164542.390625 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -164542.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -164579.984375 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -164580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -164606.062500 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -164606.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -164620.781250 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -164620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -164632.046875 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -164632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -164640.234375 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -164640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -164644.968750 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -164645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -164650.625000 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -164650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -164657.390625 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -164657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -164660.984375 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -164661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -164662.046875 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -164662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -164663.531250 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -164663.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -164663.531250 Penalty: 3399.236328
	Iteration 16F: 3 clusters Score -164663.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Entering Unmasked Estep 
Score: -8146537.500000 Penalty: 2652.463379
	Iteration 0F: 2 clusters Score -8146538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -8117066.500000 Penalty: 5304.926758
	Iteration 0F: 3 clusters Score -8117066 nChanged 20324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -8128522.000000 Penalty: 5304.926758
	Iteration 1F: 3 clusters Score -8128522 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -8129462.000000 Penalty: 5304.926758
	Iteration 2Q: 3 clusters Score -8129462 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -8130624.000000 Penalty: 5304.926758
	Iteration 3F: 3 clusters Score -8130624 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -8131874.000000 Penalty: 5304.926758
	Iteration 4F: 3 clusters Score -8131874 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -8133349.000000 Penalty: 5304.926758
	Iteration 5F: 3 clusters Score -8133349 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -8134878.500000 Penalty: 5304.926758
	Iteration 6F: 3 clusters Score -8134878 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -8136485.000000 Penalty: 5304.926758
	Iteration 7F: 3 clusters Score -8136485 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -8138135.000000 Penalty: 5304.926758
	Iteration 8F: 3 clusters Score -8138135 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -8139550.000000 Penalty: 5304.926758
	Iteration 9F: 3 clusters Score -8139550 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -8140567.500000 Penalty: 5304.926758
	Iteration 10Q: 3 clusters Score -8140568 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -8141108.000000 Penalty: 5304.926758
	Iteration 11Q: 3 clusters Score -8141108 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -8141479.500000 Penalty: 5304.926758
	Iteration 12Q: 3 clusters Score -8141480 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -8141769.500000 Penalty: 5304.926758
	Iteration 13Q: 3 clusters Score -8141770 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -8142035.000000 Penalty: 5304.926758
	Iteration 14Q: 3 clusters Score -8142035 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -8142311.500000 Penalty: 5304.926758
	Iteration 15Q: 3 clusters Score -8142312 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -8142539.000000 Penalty: 5304.926758
	Iteration 16Q: 3 clusters Score -8142539 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -8142778.500000 Penalty: 5304.926758
	Iteration 17Q: 3 clusters Score -8142778 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -8143023.500000 Penalty: 5304.926758
	Iteration 18Q: 3 clusters Score -8143024 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -8143261.500000 Penalty: 5304.926758
	Iteration 19Q: 3 clusters Score -8143262 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -8143506.500000 Penalty: 5304.926758
	Iteration 20F: 3 clusters Score -8143506 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -8143686.000000 Penalty: 5304.926758
	Iteration 21Q: 3 clusters Score -8143686 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -8143840.500000 Penalty: 5304.926758
	Iteration 22Q: 3 clusters Score -8143840 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -8143983.000000 Penalty: 5304.926758
	Iteration 23Q: 3 clusters Score -8143983 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -8144128.500000 Penalty: 5304.926758
	Iteration 24Q: 3 clusters Score -8144128 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -8144247.000000 Penalty: 5304.926758
	Iteration 25Q: 3 clusters Score -8144247 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -8144355.000000 Penalty: 5304.926758
	Iteration 26Q: 3 clusters Score -8144355 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -8144517.000000 Penalty: 5304.926758
	Iteration 27Q: 3 clusters Score -8144517 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -8144625.500000 Penalty: 5304.926758
	Iteration 28Q: 3 clusters Score -8144626 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -8144722.500000 Penalty: 5304.926758
	Iteration 29Q: 3 clusters Score -8144722 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -8144807.000000 Penalty: 5304.926758
	Iteration 30Q: 3 clusters Score -8144807 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -8144844.500000 Penalty: 5304.926758
	Iteration 31Q: 3 clusters Score -8144844 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -8144914.500000 Penalty: 5304.926758
	Iteration 32Q: 3 clusters Score -8144914 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -8144999.000000 Penalty: 5304.926758
	Iteration 33Q: 3 clusters Score -8144999 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -8145052.500000 Penalty: 5304.926758
	Iteration 34Q: 3 clusters Score -8145052 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -8145109.000000 Penalty: 5304.926758
	Iteration 35Q: 3 clusters Score -8145109 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -8145131.500000 Penalty: 5304.926758
	Iteration 36Q: 3 clusters Score -8145132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -8145166.500000 Penalty: 5304.926758
	Iteration 37Q: 3 clusters Score -8145166 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8145205.000000 Penalty: 5304.926758
	Iteration 38Q: 3 clusters Score -8145205 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -8145246.000000 Penalty: 5304.926758
	Iteration 39Q: 3 clusters Score -8145246 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8145244.000000 Penalty: 5304.926758
	Iteration 40F: 3 clusters Score -8145244 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -8145254.000000 Penalty: 5304.926758
	Iteration 41Q: 3 clusters Score -8145254 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8145268.500000 Penalty: 5304.926758
	Iteration 42Q: 3 clusters Score -8145268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -8145286.000000 Penalty: 5304.926758
	Iteration 43Q: 3 clusters Score -8145286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8145283.000000 Penalty: 5304.926758
	Iteration 44Q: 3 clusters Score -8145283 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -8145288.500000 Penalty: 5304.926758
	Iteration 45Q: 3 clusters Score -8145288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8145297.000000 Penalty: 5304.926758
	Iteration 46Q: 3 clusters Score -8145297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8145293.500000 Penalty: 5304.926758
	Iteration 47Q: 3 clusters Score -8145294 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -8145293.500000 Penalty: 5304.926758
	Iteration 48Q: 3 clusters Score -8145294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8145293.000000 Penalty: 5304.926758
	Iteration 49Q: 3 clusters Score -8145293 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8145299.000000 Penalty: 5304.926758
	Iteration 50Q: 3 clusters Score -8145299 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8145291.000000 Penalty: 5304.926758
	Iteration 51Q: 3 clusters Score -8145291 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8145277.500000 Penalty: 5304.926758
	Iteration 52Q: 3 clusters Score -8145278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8145272.000000 Penalty: 5304.926758
	Iteration 53Q: 3 clusters Score -8145272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8145274.000000 Penalty: 5304.926758
	Iteration 54Q: 3 clusters Score -8145274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8145296.500000 Penalty: 5304.926758
	Iteration 55Q: 3 clusters Score -8145296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8145271.000000 Penalty: 5304.926758
	Iteration 56Q: 3 clusters Score -8145271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8145267.000000 Penalty: 5304.926758
	Iteration 57Q: 3 clusters Score -8145267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8145269.500000 Penalty: 5304.926758
	Iteration 58Q: 3 clusters Score -8145270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8145278.000000 Penalty: 5304.926758
	Iteration 59Q: 3 clusters Score -8145278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8145285.500000 Penalty: 5304.926758
	Iteration 60F: 3 clusters Score -8145286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8145289.000000 Penalty: 5304.926758
	Iteration 61Q: 3 clusters Score -8145289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8145279.000000 Penalty: 5304.926758
	Iteration 62Q: 3 clusters Score -8145279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8145280.000000 Penalty: 5304.926758
	Iteration 63Q: 3 clusters Score -8145280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8145263.000000 Penalty: 5304.926758
	Iteration 64Q: 3 clusters Score -8145263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8145258.000000 Penalty: 5304.926758
	Iteration 65Q: 3 clusters Score -8145258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8145264.500000 Penalty: 5304.926758
	Iteration 66Q: 3 clusters Score -8145264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8145264.500000 Penalty: 5304.926758
	Iteration 67Q: 3 clusters Score -8145264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8145262.000000 Penalty: 5304.926758
	Iteration 68Q: 3 clusters Score -8145262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8145268.000000 Penalty: 5304.926758
	Iteration 69Q: 3 clusters Score -8145268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8145264.000000 Penalty: 5304.926758
	Iteration 70Q: 3 clusters Score -8145264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8145263.500000 Penalty: 5304.926758
	Iteration 71Q: 3 clusters Score -8145264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8145275.500000 Penalty: 5304.926758
	Iteration 72Q: 3 clusters Score -8145276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8145273.500000 Penalty: 5304.926758
	Iteration 73Q: 3 clusters Score -8145274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8145274.500000 Penalty: 5304.926758
	Iteration 74Q: 3 clusters Score -8145274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8145276.500000 Penalty: 5304.926758
	Iteration 75Q: 3 clusters Score -8145276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8145276.000000 Penalty: 5304.926758
	Iteration 76Q: 3 clusters Score -8145276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8145275.500000 Penalty: 5304.926758
	Iteration 77Q: 3 clusters Score -8145276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8145275.500000 Penalty: 5304.926758
	Iteration 78Q: 3 clusters Score -8145276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8145275.500000 Penalty: 5304.926758
	Iteration 79F: 3 clusters Score -8145276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Entering Unmasked Estep 
Score: -8380621.000000 Penalty: 2657.967773
	Iteration 0F: 2 clusters Score -8380621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -8350991.000000 Penalty: 5315.935547
	Iteration 0F: 3 clusters Score -8350991 nChanged 20858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -8362536.000000 Penalty: 5315.935547
	Iteration 1F: 3 clusters Score -8362536 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -8363282.500000 Penalty: 5315.935547
	Iteration 2Q: 3 clusters Score -8363282 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -8364155.500000 Penalty: 5315.935547
	Iteration 3Q: 3 clusters Score -8364156 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -8365252.500000 Penalty: 5315.935547
	Iteration 4F: 3 clusters Score -8365252 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -8366604.500000 Penalty: 5315.935547
	Iteration 5F: 3 clusters Score -8366604 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -8368521.500000 Penalty: 5315.935547
	Iteration 6F: 3 clusters Score -8368522 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -8370782.000000 Penalty: 5315.935547
	Iteration 7F: 3 clusters Score -8370782 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -8373161.000000 Penalty: 5315.935547
	Iteration 8F: 3 clusters Score -8373161 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -8374992.500000 Penalty: 5315.935547
	Iteration 9Q: 3 clusters Score -8374992 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -8376153.000000 Penalty: 5315.935547
	Iteration 10Q: 3 clusters Score -8376153 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -8376884.000000 Penalty: 5315.935547
	Iteration 11Q: 3 clusters Score -8376884 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -8377253.000000 Penalty: 5315.935547
	Iteration 12Q: 3 clusters Score -8377253 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -8377492.500000 Penalty: 5315.935547
	Iteration 13Q: 3 clusters Score -8377492 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -8377665.500000 Penalty: 5315.935547
	Iteration 14Q: 3 clusters Score -8377666 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -8377844.500000 Penalty: 5315.935547
	Iteration 15Q: 3 clusters Score -8377844 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8377917.500000 Penalty: 5315.935547
	Iteration 16Q: 3 clusters Score -8377918 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8378007.500000 Penalty: 5315.935547
	Iteration 17Q: 3 clusters Score -8378008 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -8378058.500000 Penalty: 5315.935547
	Iteration 18Q: 3 clusters Score -8378058 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8378126.000000 Penalty: 5315.935547
	Iteration 19Q: 3 clusters Score -8378126 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -8378207.000000 Penalty: 5315.935547
	Iteration 20F: 3 clusters Score -8378207 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -8378256.000000 Penalty: 5315.935547
	Iteration 21Q: 3 clusters Score -8378256 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -8378313.000000 Penalty: 5315.935547
	Iteration 22Q: 3 clusters Score -8378313 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8378333.500000 Penalty: 5315.935547
	Iteration 23Q: 3 clusters Score -8378334 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8378371.000000 Penalty: 5315.935547
	Iteration 24Q: 3 clusters Score -8378371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8378391.000000 Penalty: 5315.935547
	Iteration 25Q: 3 clusters Score -8378391 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -8378407.500000 Penalty: 5315.935547
	Iteration 26Q: 3 clusters Score -8378408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -8378413.500000 Penalty: 5315.935547
	Iteration 27Q: 3 clusters Score -8378414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -8378427.500000 Penalty: 5315.935547
	Iteration 28Q: 3 clusters Score -8378428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -8378438.000000 Penalty: 5315.935547
	Iteration 29Q: 3 clusters Score -8378438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8378459.500000 Penalty: 5315.935547
	Iteration 30Q: 3 clusters Score -8378460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -8378483.000000 Penalty: 5315.935547
	Iteration 31Q: 3 clusters Score -8378483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -8378492.000000 Penalty: 5315.935547
	Iteration 32Q: 3 clusters Score -8378492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -8378497.000000 Penalty: 5315.935547
	Iteration 33Q: 3 clusters Score -8378497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -8378496.000000 Penalty: 5315.935547
	Iteration 34Q: 3 clusters Score -8378496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -8378498.500000 Penalty: 5315.935547
	Iteration 35Q: 3 clusters Score -8378498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -8378498.500000 Penalty: 5315.935547
	Iteration 36Q: 3 clusters Score -8378498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8378494.000000 Penalty: 5315.935547
	Iteration 37Q: 3 clusters Score -8378494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -8378493.000000 Penalty: 5315.935547
	Iteration 38Q: 3 clusters Score -8378493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -8378491.500000 Penalty: 5315.935547
	Iteration 39Q: 3 clusters Score -8378492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -8378501.500000 Penalty: 5315.935547
	Iteration 40F: 3 clusters Score -8378502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8378501.500000 Penalty: 5315.935547
	Iteration 41Q: 3 clusters Score -8378502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -8378496.000000 Penalty: 5315.935547
	Iteration 42Q: 3 clusters Score -8378496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8378495.000000 Penalty: 5315.935547
	Iteration 43Q: 3 clusters Score -8378495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -8378497.500000 Penalty: 5315.935547
	Iteration 44Q: 3 clusters Score -8378498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -8378494.500000 Penalty: 5315.935547
	Iteration 45Q: 3 clusters Score -8378494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8378496.500000 Penalty: 5315.935547
	Iteration 46Q: 3 clusters Score -8378496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -8378491.500000 Penalty: 5315.935547
	Iteration 47Q: 3 clusters Score -8378492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8378493.500000 Penalty: 5315.935547
	Iteration 48Q: 3 clusters Score -8378494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8378494.500000 Penalty: 5315.935547
	Iteration 49Q: 3 clusters Score -8378494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -8378500.500000 Penalty: 5315.935547
	Iteration 50Q: 3 clusters Score -8378500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8378498.500000 Penalty: 5315.935547
	Iteration 51Q: 3 clusters Score -8378498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -8378493.000000 Penalty: 5315.935547
	Iteration 52Q: 3 clusters Score -8378493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -8378500.000000 Penalty: 5315.935547
	Iteration 53Q: 3 clusters Score -8378500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -8378502.500000 Penalty: 5315.935547
	Iteration 54Q: 3 clusters Score -8378502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -8378502.000000 Penalty: 5315.935547
	Iteration 55Q: 3 clusters Score -8378502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -8378502.000000 Penalty: 5315.935547
	Iteration 56F: 3 clusters Score -8378502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Entering Unmasked Estep 
Score: -8649229.000000 Penalty: 2662.766357
	Iteration 0F: 2 clusters Score -8649229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -8620251.000000 Penalty: 5325.532715
	Iteration 0F: 3 clusters Score -8620251 nChanged 21205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -8631911.000000 Penalty: 5325.532715
	Iteration 1F: 3 clusters Score -8631911 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8632493.000000 Penalty: 5325.532715
	Iteration 2Q: 3 clusters Score -8632493 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -8633075.000000 Penalty: 5325.532715
	Iteration 3Q: 3 clusters Score -8633075 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -8633714.000000 Penalty: 5325.532715
	Iteration 4Q: 3 clusters Score -8633714 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -8634633.000000 Penalty: 5325.532715
	Iteration 5Q: 3 clusters Score -8634633 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -8635834.000000 Penalty: 5325.532715
	Iteration 6F: 3 clusters Score -8635834 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -8637369.000000 Penalty: 5325.532715
	Iteration 7F: 3 clusters Score -8637369 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -8639313.000000 Penalty: 5325.532715
	Iteration 8F: 3 clusters Score -8639313 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -8641359.000000 Penalty: 5325.532715
	Iteration 9F: 3 clusters Score -8641359 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -8643216.000000 Penalty: 5325.532715
	Iteration 10F: 3 clusters Score -8643216 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -8644754.000000 Penalty: 5325.532715
	Iteration 11Q: 3 clusters Score -8644754 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -8645762.000000 Penalty: 5325.532715
	Iteration 12Q: 3 clusters Score -8645762 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -8646431.000000 Penalty: 5325.532715
	Iteration 13Q: 3 clusters Score -8646431 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -8646745.000000 Penalty: 5325.532715
	Iteration 14Q: 3 clusters Score -8646745 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8646948.000000 Penalty: 5325.532715
	Iteration 15Q: 3 clusters Score -8646948 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8647172.000000 Penalty: 5325.532715
	Iteration 16Q: 3 clusters Score -8647172 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8647256.000000 Penalty: 5325.532715
	Iteration 17Q: 3 clusters Score -8647256 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8647250.000000 Penalty: 5325.532715
	Iteration 18Q: 3 clusters Score -8647250 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8647265.000000 Penalty: 5325.532715
	Iteration 19Q: 3 clusters Score -8647265 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8647263.000000 Penalty: 5325.532715
	Iteration 20F: 3 clusters Score -8647263 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8647228.000000 Penalty: 5325.532715
	Iteration 21Q: 3 clusters Score -8647228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8647254.000000 Penalty: 5325.532715
	Iteration 22Q: 3 clusters Score -8647254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8647245.000000 Penalty: 5325.532715
	Iteration 23Q: 3 clusters Score -8647245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8647235.000000 Penalty: 5325.532715
	Iteration 24Q: 3 clusters Score -8647235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8647238.000000 Penalty: 5325.532715
	Iteration 25Q: 3 clusters Score -8647238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8647250.000000 Penalty: 5325.532715
	Iteration 26Q: 3 clusters Score -8647250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8647233.000000 Penalty: 5325.532715
	Iteration 27Q: 3 clusters Score -8647233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8647243.000000 Penalty: 5325.532715
	Iteration 28Q: 3 clusters Score -8647243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8647238.000000 Penalty: 5325.532715
	Iteration 29Q: 3 clusters Score -8647238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8647237.000000 Penalty: 5325.532715
	Iteration 30Q: 3 clusters Score -8647237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8647244.000000 Penalty: 5325.532715
	Iteration 31Q: 3 clusters Score -8647244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8647245.000000 Penalty: 5325.532715
	Iteration 32Q: 3 clusters Score -8647245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8647250.000000 Penalty: 5325.532715
	Iteration 33Q: 3 clusters Score -8647250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8647245.000000 Penalty: 5325.532715
	Iteration 34Q: 3 clusters Score -8647245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8647250.000000 Penalty: 5325.532715
	Iteration 35Q: 3 clusters Score -8647250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8647249.000000 Penalty: 5325.532715
	Iteration 36Q: 3 clusters Score -8647249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8647250.000000 Penalty: 5325.532715
	Iteration 37Q: 3 clusters Score -8647250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8647263.000000 Penalty: 5325.532715
	Iteration 38Q: 3 clusters Score -8647263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8647261.000000 Penalty: 5325.532715
	Iteration 39Q: 3 clusters Score -8647261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8647259.000000 Penalty: 5325.532715
	Iteration 40F: 3 clusters Score -8647259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Entering Unmasked Estep 
Score: -8636215.000000 Penalty: 2668.012695
	Iteration 0F: 2 clusters Score -8636215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -8605889.000000 Penalty: 5336.025391
	Iteration 0F: 3 clusters Score -8605889 nChanged 21521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -8617632.000000 Penalty: 5336.025391
	Iteration 1F: 3 clusters Score -8617632 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -8618129.000000 Penalty: 5336.025391
	Iteration 2Q: 3 clusters Score -8618129 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -8618764.000000 Penalty: 5336.025391
	Iteration 3Q: 3 clusters Score -8618764 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -8619584.000000 Penalty: 5336.025391
	Iteration 4Q: 3 clusters Score -8619584 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -8620619.000000 Penalty: 5336.025391
	Iteration 5Q: 3 clusters Score -8620619 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -8622196.000000 Penalty: 5336.025391
	Iteration 6F: 3 clusters Score -8622196 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -8624274.000000 Penalty: 5336.025391
	Iteration 7F: 3 clusters Score -8624274 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -8626586.000000 Penalty: 5336.025391
	Iteration 8F: 3 clusters Score -8626586 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -8628962.000000 Penalty: 5336.025391
	Iteration 9F: 3 clusters Score -8628962 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -8630940.000000 Penalty: 5336.025391
	Iteration 10Q: 3 clusters Score -8630940 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -8632281.000000 Penalty: 5336.025391
	Iteration 11Q: 3 clusters Score -8632281 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -8632988.000000 Penalty: 5336.025391
	Iteration 12Q: 3 clusters Score -8632988 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -8633429.000000 Penalty: 5336.025391
	Iteration 13Q: 3 clusters Score -8633429 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8633640.000000 Penalty: 5336.025391
	Iteration 14Q: 3 clusters Score -8633640 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -8633741.000000 Penalty: 5336.025391
	Iteration 15Q: 3 clusters Score -8633741 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -8633833.000000 Penalty: 5336.025391
	Iteration 16Q: 3 clusters Score -8633833 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -8633880.000000 Penalty: 5336.025391
	Iteration 17Q: 3 clusters Score -8633880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -8633933.000000 Penalty: 5336.025391
	Iteration 18Q: 3 clusters Score -8633933 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -8633965.000000 Penalty: 5336.025391
	Iteration 19Q: 3 clusters Score -8633965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -8633982.000000 Penalty: 5336.025391
	Iteration 20F: 3 clusters Score -8633982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -8633990.000000 Penalty: 5336.025391
	Iteration 21Q: 3 clusters Score -8633990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -8633994.000000 Penalty: 5336.025391
	Iteration 22Q: 3 clusters Score -8633994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -8634001.000000 Penalty: 5336.025391
	Iteration 23Q: 3 clusters Score -8634001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -8634029.000000 Penalty: 5336.025391
	Iteration 24Q: 3 clusters Score -8634029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -8634043.000000 Penalty: 5336.025391
	Iteration 25Q: 3 clusters Score -8634043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -8634054.000000 Penalty: 5336.025391
	Iteration 26Q: 3 clusters Score -8634054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8634056.000000 Penalty: 5336.025391
	Iteration 27Q: 3 clusters Score -8634056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -8634069.000000 Penalty: 5336.025391
	Iteration 28Q: 3 clusters Score -8634069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -8634064.000000 Penalty: 5336.025391
	Iteration 29Q: 3 clusters Score -8634064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -8634070.000000 Penalty: 5336.025391
	Iteration 30Q: 3 clusters Score -8634070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -8634068.000000 Penalty: 5336.025391
	Iteration 31Q: 3 clusters Score -8634068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -8634072.000000 Penalty: 5336.025391
	Iteration 32Q: 3 clusters Score -8634072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -8634065.000000 Penalty: 5336.025391
	Iteration 33Q: 3 clusters Score -8634065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -8634074.000000 Penalty: 5336.025391
	Iteration 34Q: 3 clusters Score -8634074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -8634072.000000 Penalty: 5336.025391
	Iteration 35Q: 3 clusters Score -8634072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -8634072.000000 Penalty: 5336.025391
	Iteration 36Q: 3 clusters Score -8634072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -8634072.000000 Penalty: 5336.025391
	Iteration 37F: 3 clusters Score -8634072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -61183.289062 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -61183.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59854.648438 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -59854.65 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60045.726562 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -60045.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -60127.000000 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -60127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -60159.164062 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -60159.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60174.570312 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -60174.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -60176.929688 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -60176.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -60186.339844 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -60186.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -60195.835938 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -60195.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -60195.835938 Penalty: 2975.472656
	Iteration 8F: 3 clusters Score -60195.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Entering Unmasked Estep 
Score: -8537244.000000 Penalty: 2659.118896
	Iteration 0F: 2 clusters Score -8537244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8508790.000000 Penalty: 5318.237793
	Iteration 0F: 3 clusters Score -8508790 nChanged 20684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -8519962.000000 Penalty: 5318.237793
	Iteration 1F: 3 clusters Score -8519962 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -8520437.000000 Penalty: 5318.237793
	Iteration 2Q: 3 clusters Score -8520437 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -8521048.000000 Penalty: 5318.237793
	Iteration 3Q: 3 clusters Score -8521048 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -8521659.000000 Penalty: 5318.237793
	Iteration 4Q: 3 clusters Score -8521659 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -8522471.000000 Penalty: 5318.237793
	Iteration 5Q: 3 clusters Score -8522471 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -8523462.000000 Penalty: 5318.237793
	Iteration 6Q: 3 clusters Score -8523462 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -8524762.000000 Penalty: 5318.237793
	Iteration 7F: 3 clusters Score -8524762 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -8526479.000000 Penalty: 5318.237793
	Iteration 8F: 3 clusters Score -8526479 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -8528479.000000 Penalty: 5318.237793
	Iteration 9F: 3 clusters Score -8528479 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -8530746.000000 Penalty: 5318.237793
	Iteration 10F: 3 clusters Score -8530746 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8532833.000000 Penalty: 5318.237793
	Iteration 11F: 3 clusters Score -8532833 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8534056.000000 Penalty: 5318.237793
	Iteration 12Q: 3 clusters Score -8534056 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8534532.000000 Penalty: 5318.237793
	Iteration 13Q: 3 clusters Score -8534532 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8534723.000000 Penalty: 5318.237793
	Iteration 14Q: 3 clusters Score -8534723 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8534815.000000 Penalty: 5318.237793
	Iteration 15Q: 3 clusters Score -8534815 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8534858.000000 Penalty: 5318.237793
	Iteration 16Q: 3 clusters Score -8534858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8534917.000000 Penalty: 5318.237793
	Iteration 17Q: 3 clusters Score -8534917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8534965.000000 Penalty: 5318.237793
	Iteration 18Q: 3 clusters Score -8534965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8534996.000000 Penalty: 5318.237793
	Iteration 19Q: 3 clusters Score -8534996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8535002.000000 Penalty: 5318.237793
	Iteration 20F: 3 clusters Score -8535002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8535010.000000 Penalty: 5318.237793
	Iteration 21Q: 3 clusters Score -8535010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8535030.000000 Penalty: 5318.237793
	Iteration 22Q: 3 clusters Score -8535030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8535028.000000 Penalty: 5318.237793
	Iteration 23Q: 3 clusters Score -8535028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8535032.000000 Penalty: 5318.237793
	Iteration 24Q: 3 clusters Score -8535032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8535038.000000 Penalty: 5318.237793
	Iteration 25Q: 3 clusters Score -8535038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8535032.000000 Penalty: 5318.237793
	Iteration 26Q: 3 clusters Score -8535032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8535032.000000 Penalty: 5318.237793
	Iteration 27F: 3 clusters Score -8535032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44582 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 50014 members 
Mstep: Class 7 contains 44425 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48205 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42214 members 
Mstep: Class 17 contains 42847 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44153 members 
Mstep: Class 20 contains 45144 members 
Mstep: Class 21 contains 46026 members 
Mstep: Class 22 contains 47010 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696024.000000 Penalty: 79037.695312
Iteration 359Q: 25 clusters Score -1.06696e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44566 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45979 members 
Mstep: Class 6 contains 50024 members 
Mstep: Class 7 contains 44418 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48227 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29997 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42206 members 
Mstep: Class 17 contains 42844 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44155 members 
Mstep: Class 20 contains 45149 members 
Mstep: Class 21 contains 46034 members 
Mstep: Class 22 contains 47012 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696048.000000 Penalty: 79037.695312
Iteration 360F: 25 clusters Score -1.06696e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44569 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45964 members 
Mstep: Class 6 contains 50037 members 
Mstep: Class 7 contains 44422 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48224 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42187 members 
Mstep: Class 17 contains 42824 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44164 members 
Mstep: Class 20 contains 45160 members 
Mstep: Class 21 contains 46058 members 
Mstep: Class 22 contains 47007 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696064.000000 Penalty: 79037.695312
Iteration 361Q: 25 clusters Score -1.066961e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44571 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 45961 members 
Mstep: Class 6 contains 50045 members 
Mstep: Class 7 contains 44418 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48226 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29993 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42189 members 
Mstep: Class 17 contains 42819 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44168 members 
Mstep: Class 20 contains 45165 members 
Mstep: Class 21 contains 46081 members 
Mstep: Class 22 contains 46997 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696104.000000 Penalty: 79037.695312
Iteration 362Q: 25 clusters Score -1.066961e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44563 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 45964 members 
Mstep: Class 6 contains 50056 members 
Mstep: Class 7 contains 44418 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48241 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42181 members 
Mstep: Class 17 contains 42817 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44157 members 
Mstep: Class 20 contains 45162 members 
Mstep: Class 21 contains 46097 members 
Mstep: Class 22 contains 46986 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696056.000000 Penalty: 79037.695312
Iteration 363Q: 25 clusters Score -1.066961e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44562 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 45960 members 
Mstep: Class 6 contains 50074 members 
Mstep: Class 7 contains 44411 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48241 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 14 contains 1328 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42201 members 
Mstep: Class 17 contains 42824 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44147 members 
Mstep: Class 20 contains 45154 members 
Mstep: Class 21 contains 46100 members 
Mstep: Class 22 contains 46991 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696096.000000 Penalty: 79037.695312
Iteration 364Q: 25 clusters Score -1.066961e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44560 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45959 members 
Mstep: Class 6 contains 50075 members 
Mstep: Class 7 contains 44403 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48247 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 14 contains 1331 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42206 members 
Mstep: Class 17 contains 42828 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44148 members 
Mstep: Class 20 contains 45155 members 
Mstep: Class 21 contains 46103 members 
Mstep: Class 22 contains 46984 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695992.000000 Penalty: 79037.695312
Iteration 365Q: 25 clusters Score -1.06696e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44563 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45953 members 
Mstep: Class 6 contains 50074 members 
Mstep: Class 7 contains 44395 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48243 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 14 contains 1333 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42209 members 
Mstep: Class 17 contains 42832 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44140 members 
Mstep: Class 20 contains 45161 members 
Mstep: Class 21 contains 46096 members 
Mstep: Class 22 contains 46986 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696088.000000 Penalty: 79037.695312
Iteration 366Q: 25 clusters Score -1.066961e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44561 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45949 members 
Mstep: Class 6 contains 50082 members 
Mstep: Class 7 contains 44391 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48242 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29990 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42220 members 
Mstep: Class 17 contains 42837 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44137 members 
Mstep: Class 20 contains 45156 members 
Mstep: Class 21 contains 46095 members 
Mstep: Class 22 contains 46987 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696072.000000 Penalty: 79037.695312
Iteration 367Q: 25 clusters Score -1.066961e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44562 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45943 members 
Mstep: Class 6 contains 50102 members 
Mstep: Class 7 contains 44393 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48227 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29989 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42227 members 
Mstep: Class 17 contains 42813 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44148 members 
Mstep: Class 20 contains 45140 members 
Mstep: Class 21 contains 46107 members 
Mstep: Class 22 contains 46991 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696056.000000 Penalty: 79037.695312
Iteration 368Q: 25 clusters Score -1.066961e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44554 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45932 members 
Mstep: Class 6 contains 50103 members 
Mstep: Class 7 contains 44397 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48212 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29989 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42245 members 
Mstep: Class 17 contains 42809 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44157 members 
Mstep: Class 20 contains 45145 members 
Mstep: Class 21 contains 46110 members 
Mstep: Class 22 contains 46997 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696152.000000 Penalty: 79037.695312
Iteration 369Q: 25 clusters Score -1.066962e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44553 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45938 members 
Mstep: Class 6 contains 50112 members 
Mstep: Class 7 contains 44395 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48195 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29988 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42258 members 
Mstep: Class 17 contains 42800 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44161 members 
Mstep: Class 20 contains 45141 members 
Mstep: Class 21 contains 46105 members 
Mstep: Class 22 contains 46998 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696208.000000 Penalty: 79037.695312
Iteration 370Q: 25 clusters Score -1.066962e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44554 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45940 members 
Mstep: Class 6 contains 50124 members 
Mstep: Class 7 contains 44392 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48190 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29987 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42275 members 
Mstep: Class 17 contains 42783 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44171 members 
Mstep: Class 20 contains 45126 members 
Mstep: Class 21 contains 46102 members 
Mstep: Class 22 contains 47000 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696192.000000 Penalty: 79037.695312
Iteration 371Q: 25 clusters Score -1.066962e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44559 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45937 members 
Mstep: Class 6 contains 50125 members 
Mstep: Class 7 contains 44382 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48184 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29986 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42286 members 
Mstep: Class 17 contains 42775 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44165 members 
Mstep: Class 20 contains 45133 members 
Mstep: Class 21 contains 46099 members 
Mstep: Class 22 contains 47000 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696288.000000 Penalty: 79037.695312
Iteration 372Q: 25 clusters Score -1.066963e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44565 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45934 members 
Mstep: Class 6 contains 50127 members 
Mstep: Class 7 contains 44383 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48173 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29983 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42304 members 
Mstep: Class 17 contains 42777 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44163 members 
Mstep: Class 20 contains 45143 members 
Mstep: Class 21 contains 46093 members 
Mstep: Class 22 contains 47002 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696288.000000 Penalty: 79037.695312
Iteration 373Q: 25 clusters Score -1.066963e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44557 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45931 members 
Mstep: Class 6 contains 50144 members 
Mstep: Class 7 contains 44388 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48169 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29979 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42320 members 
Mstep: Class 17 contains 42778 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44155 members 
Mstep: Class 20 contains 45151 members 
Mstep: Class 21 contains 46078 members 
Mstep: Class 22 contains 47008 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696216.000000 Penalty: 79037.695312
Iteration 374Q: 25 clusters Score -1.066962e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44552 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45944 members 
Mstep: Class 6 contains 50145 members 
Mstep: Class 7 contains 44391 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48170 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29976 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42330 members 
Mstep: Class 17 contains 42769 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44153 members 
Mstep: Class 20 contains 45156 members 
Mstep: Class 21 contains 46064 members 
Mstep: Class 22 contains 47011 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696088.000000 Penalty: 79037.695312
Iteration 375Q: 25 clusters Score -1.066961e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44551 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45942 members 
Mstep: Class 6 contains 50137 members 
Mstep: Class 7 contains 44401 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48167 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29977 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42336 members 
Mstep: Class 17 contains 42768 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44144 members 
Mstep: Class 20 contains 45165 members 
Mstep: Class 21 contains 46054 members 
Mstep: Class 22 contains 47010 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696152.000000 Penalty: 79037.695312
Iteration 376Q: 25 clusters Score -1.066962e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44548 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45945 members 
Mstep: Class 6 contains 50130 members 
Mstep: Class 7 contains 44404 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48170 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29977 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42344 members 
Mstep: Class 17 contains 42759 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44129 members 
Mstep: Class 20 contains 45163 members 
Mstep: Class 21 contains 46052 members 
Mstep: Class 22 contains 47014 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696312.000000 Penalty: 79037.695312
Iteration 377Q: 25 clusters Score -1.066963e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44536 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45948 members 
Mstep: Class 6 contains 50120 members 
Mstep: Class 7 contains 44407 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48168 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29976 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42359 members 
Mstep: Class 17 contains 42761 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44117 members 
Mstep: Class 20 contains 45171 members 
Mstep: Class 21 contains 46047 members 
Mstep: Class 22 contains 47010 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696320.000000 Penalty: 79037.695312
Iteration 378Q: 25 clusters Score -1.066963e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44535 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45955 members 
Mstep: Class 6 contains 50118 members 
Mstep: Class 7 contains 44414 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48152 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29977 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 42747 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44110 members 
Mstep: Class 20 contains 45167 members 
Mstep: Class 21 contains 46053 members 
Mstep: Class 22 contains 47008 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696464.000000 Penalty: 79037.695312
Iteration 379Q: 25 clusters Score -1.066965e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44536 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45967 members 
Mstep: Class 6 contains 50112 members 
Mstep: Class 7 contains 44414 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48161 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29976 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42360 members 
Mstep: Class 17 contains 42734 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44098 members 
Mstep: Class 20 contains 45175 members 
Mstep: Class 21 contains 46037 members 
Mstep: Class 22 contains 47016 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696376.000000 Penalty: 79037.695312
Iteration 380F: 25 clusters Score -1.066964e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44541 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45971 members 
Mstep: Class 6 contains 50110 members 
Mstep: Class 7 contains 44415 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48180 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29978 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 42711 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44088 members 
Mstep: Class 20 contains 45176 members 
Mstep: Class 21 contains 46022 members 
Mstep: Class 22 contains 47017 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696320.000000 Penalty: 79037.695312
Iteration 381Q: 25 clusters Score -1.066963e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44542 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45971 members 
Mstep: Class 6 contains 50110 members 
Mstep: Class 7 contains 44411 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48191 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29975 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42378 members 
Mstep: Class 17 contains 42699 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44076 members 
Mstep: Class 20 contains 45180 members 
Mstep: Class 21 contains 46024 members 
Mstep: Class 22 contains 47022 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696344.000000 Penalty: 79037.695312
Iteration 382Q: 25 clusters Score -1.066963e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45975 members 
Mstep: Class 6 contains 50120 members 
Mstep: Class 7 contains 44409 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48196 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29973 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42378 members 
Mstep: Class 17 contains 42693 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44070 members 
Mstep: Class 20 contains 45183 members 
Mstep: Class 21 contains 46019 members 
Mstep: Class 22 contains 47025 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696304.000000 Penalty: 79037.695312
Iteration 383Q: 25 clusters Score -1.066963e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44528 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45976 members 
Mstep: Class 6 contains 50127 members 
Mstep: Class 7 contains 44408 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48203 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29972 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42382 members 
Mstep: Class 17 contains 42689 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 45182 members 
Mstep: Class 21 contains 46011 members 
Mstep: Class 22 contains 47032 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696304.000000 Penalty: 79037.695312
Iteration 384Q: 25 clusters Score -1.066963e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44523 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 45983 members 
Mstep: Class 6 contains 50122 members 
Mstep: Class 7 contains 44406 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48217 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29970 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42380 members 
Mstep: Class 17 contains 42686 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44060 members 
Mstep: Class 20 contains 45191 members 
Mstep: Class 21 contains 46008 members 
Mstep: Class 22 contains 47033 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696352.000000 Penalty: 79037.695312
Iteration 385Q: 25 clusters Score -1.066964e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44521 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45984 members 
Mstep: Class 6 contains 50118 members 
Mstep: Class 7 contains 44407 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48229 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29969 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42387 members 
Mstep: Class 17 contains 42683 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44058 members 
Mstep: Class 20 contains 45192 members 
Mstep: Class 21 contains 46008 members 
Mstep: Class 22 contains 47030 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696432.000000 Penalty: 79037.695312
Iteration 386Q: 25 clusters Score -1.066964e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44517 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45989 members 
Mstep: Class 6 contains 50115 members 
Mstep: Class 7 contains 44394 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48245 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29967 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42384 members 
Mstep: Class 17 contains 42675 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44052 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 46016 members 
Mstep: Class 22 contains 47029 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696488.000000 Penalty: 79037.695312
Iteration 387Q: 25 clusters Score -1.066965e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44509 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45987 members 
Mstep: Class 6 contains 50117 members 
Mstep: Class 7 contains 44390 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48248 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29972 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42381 members 
Mstep: Class 17 contains 42682 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44043 members 
Mstep: Class 20 contains 45212 members 
Mstep: Class 21 contains 45999 members 
Mstep: Class 22 contains 47025 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696536.000000 Penalty: 79037.695312
Iteration 388Q: 25 clusters Score -1.066965e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44504 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45992 members 
Mstep: Class 6 contains 50117 members 
Mstep: Class 7 contains 44389 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48255 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29975 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42390 members 
Mstep: Class 17 contains 42677 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44042 members 
Mstep: Class 20 contains 45212 members 
Mstep: Class 21 contains 45989 members 
Mstep: Class 22 contains 47011 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696472.000000 Penalty: 79037.695312
Iteration 389Q: 25 clusters Score -1.066965e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44505 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45990 members 
Mstep: Class 6 contains 50122 members 
Mstep: Class 7 contains 44391 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48247 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29977 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42387 members 
Mstep: Class 17 contains 42687 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44035 members 
Mstep: Class 20 contains 45223 members 
Mstep: Class 21 contains 45968 members 
Mstep: Class 22 contains 47009 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696472.000000 Penalty: 79037.695312
Iteration 390Q: 25 clusters Score -1.066965e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44500 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45999 members 
Mstep: Class 6 contains 50125 members 
Mstep: Class 7 contains 44387 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48233 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29977 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42387 members 
Mstep: Class 17 contains 42679 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44027 members 
Mstep: Class 20 contains 45236 members 
Mstep: Class 21 contains 45973 members 
Mstep: Class 22 contains 47004 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696448.000000 Penalty: 79037.695312
Iteration 391Q: 25 clusters Score -1.066964e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44496 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 46003 members 
Mstep: Class 6 contains 50134 members 
Mstep: Class 7 contains 44391 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48229 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29977 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42383 members 
Mstep: Class 17 contains 42675 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44023 members 
Mstep: Class 20 contains 45241 members 
Mstep: Class 21 contains 45972 members 
Mstep: Class 22 contains 46994 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696360.000000 Penalty: 79037.695312
Iteration 392Q: 25 clusters Score -1.066964e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 46001 members 
Mstep: Class 6 contains 50130 members 
Mstep: Class 7 contains 44388 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48236 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29978 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42379 members 
Mstep: Class 17 contains 42677 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 44012 members 
Mstep: Class 20 contains 45250 members 
Mstep: Class 21 contains 45968 members 
Mstep: Class 22 contains 46992 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696384.000000 Penalty: 79037.695312
Iteration 393Q: 25 clusters Score -1.066964e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45999 members 
Mstep: Class 6 contains 50141 members 
Mstep: Class 7 contains 44376 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48238 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29980 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42374 members 
Mstep: Class 17 contains 42674 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43996 members 
Mstep: Class 20 contains 45260 members 
Mstep: Class 21 contains 45975 members 
Mstep: Class 22 contains 46990 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696488.000000 Penalty: 79037.695312
Iteration 394Q: 25 clusters Score -1.066965e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44486 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45998 members 
Mstep: Class 6 contains 50148 members 
Mstep: Class 7 contains 44376 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48242 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29983 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42363 members 
Mstep: Class 17 contains 42671 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43968 members 
Mstep: Class 20 contains 45271 members 
Mstep: Class 21 contains 45988 members 
Mstep: Class 22 contains 46986 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696688.000000 Penalty: 79037.695312
Iteration 395Q: 25 clusters Score -1.066967e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44481 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45994 members 
Mstep: Class 6 contains 50152 members 
Mstep: Class 7 contains 44372 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48240 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29984 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42358 members 
Mstep: Class 17 contains 42671 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43939 members 
Mstep: Class 20 contains 45279 members 
Mstep: Class 21 contains 46003 members 
Mstep: Class 22 contains 46994 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696608.000000 Penalty: 79037.695312
Iteration 396Q: 25 clusters Score -1.066966e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44477 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45994 members 
Mstep: Class 6 contains 50150 members 
Mstep: Class 7 contains 44374 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48223 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29985 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 42675 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43912 members 
Mstep: Class 20 contains 45298 members 
Mstep: Class 21 contains 46015 members 
Mstep: Class 22 contains 46994 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696520.000000 Penalty: 79037.695312
Iteration 397Q: 25 clusters Score -1.066965e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44469 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45994 members 
Mstep: Class 6 contains 50159 members 
Mstep: Class 7 contains 44374 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48208 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29986 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42355 members 
Mstep: Class 17 contains 42682 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43890 members 
Mstep: Class 20 contains 45316 members 
Mstep: Class 21 contains 46016 members 
Mstep: Class 22 contains 46991 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696392.000000 Penalty: 79037.695312
Iteration 398Q: 25 clusters Score -1.066964e+08 nChanged 354
Entering ConstructFrom: 
Score: -106696392.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -60334.726562 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -60334.73 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 285 members 
Entering Unmasked Estep 
Score: -58885.507812 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -58885.51 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59178.253906 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -59178.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59320.253906 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -59320.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59426.710938 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -59426.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59532.742188 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -59532.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59604.058594 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -59604.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59658.625000 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -59658.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59744.656250 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -59744.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59866.472656 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -59866.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59940.003906 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -59940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60005.367188 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -60005.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60048.214844 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -60048.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60080.675781 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -60080.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60098.042969 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -60098.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60131.894531 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -60131.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60159.964844 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -60159.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60176.777344 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -60176.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60185.441406 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -60185.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60193.007812 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -60193.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60198.578125 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -60198.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60198.578125 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -60198.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -66083.968750 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -66083.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -64881.660156 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -64881.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -65098.582031 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -65098.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65214.386719 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -65214.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65277.667969 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -65277.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65299.804688 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -65299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65299.804688 Penalty: 2838.898193
	Iteration 5F: 3 clusters Score -65299.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Entering Unmasked Estep 
Score: -8258936.000000 Penalty: 2654.192627
	Iteration 0F: 2 clusters Score -8258936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -8230052.500000 Penalty: 5308.385254
	Iteration 0F: 3 clusters Score -8230052 nChanged 20476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -8241833.000000 Penalty: 5308.385254
	Iteration 1F: 3 clusters Score -8241833 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -8243071.500000 Penalty: 5308.385254
	Iteration 2F: 3 clusters Score -8243072 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -8244750.000000 Penalty: 5308.385254
	Iteration 3F: 3 clusters Score -8244750 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -8246876.500000 Penalty: 5308.385254
	Iteration 4F: 3 clusters Score -8246876 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -8249811.500000 Penalty: 5308.385254
	Iteration 5F: 3 clusters Score -8249812 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -8253322.000000 Penalty: 5308.385254
	Iteration 6F: 3 clusters Score -8253322 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -8256277.500000 Penalty: 5308.385254
	Iteration 7F: 3 clusters Score -8256278 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -8257395.000000 Penalty: 5308.385254
	Iteration 8Q: 3 clusters Score -8257395 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -8257656.000000 Penalty: 5308.385254
	Iteration 9Q: 3 clusters Score -8257656 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -8257724.500000 Penalty: 5308.385254
	Iteration 10Q: 3 clusters Score -8257724 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -8257766.000000 Penalty: 5308.385254
	Iteration 11Q: 3 clusters Score -8257766 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -8257804.500000 Penalty: 5308.385254
	Iteration 12Q: 3 clusters Score -8257804 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -8257816.000000 Penalty: 5308.385254
	Iteration 13Q: 3 clusters Score -8257816 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -8257841.000000 Penalty: 5308.385254
	Iteration 14Q: 3 clusters Score -8257841 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -8257860.500000 Penalty: 5308.385254
	Iteration 15Q: 3 clusters Score -8257860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -8257868.500000 Penalty: 5308.385254
	Iteration 16Q: 3 clusters Score -8257868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -8257871.500000 Penalty: 5308.385254
	Iteration 17Q: 3 clusters Score -8257872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -8257860.000000 Penalty: 5308.385254
	Iteration 18Q: 3 clusters Score -8257860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -8257862.500000 Penalty: 5308.385254
	Iteration 19Q: 3 clusters Score -8257862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -8257848.500000 Penalty: 5308.385254
	Iteration 20F: 3 clusters Score -8257848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -8257857.000000 Penalty: 5308.385254
	Iteration 21Q: 3 clusters Score -8257857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -8257845.000000 Penalty: 5308.385254
	Iteration 22Q: 3 clusters Score -8257845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -8257859.000000 Penalty: 5308.385254
	Iteration 23Q: 3 clusters Score -8257859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -8257865.500000 Penalty: 5308.385254
	Iteration 24Q: 3 clusters Score -8257866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -8257886.500000 Penalty: 5308.385254
	Iteration 25Q: 3 clusters Score -8257886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -8257891.000000 Penalty: 5308.385254
	Iteration 26Q: 3 clusters Score -8257891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -8257894.500000 Penalty: 5308.385254
	Iteration 27Q: 3 clusters Score -8257894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -8257895.000000 Penalty: 5308.385254
	Iteration 28Q: 3 clusters Score -8257895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -8257907.500000 Penalty: 5308.385254
	Iteration 29Q: 3 clusters Score -8257908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -8257907.500000 Penalty: 5308.385254
	Iteration 30F: 3 clusters Score -8257908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -153052.640625 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -153052.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -151311.640625 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -151311.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -151699.421875 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -151699.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -151902.968750 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -151903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -152021.671875 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -152021.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -152086.953125 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -152087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -152143.375000 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -152143.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -152182.375000 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -152182.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -152240.343750 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -152240.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -152292.656250 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -152292.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -152323.328125 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -152323.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -152366.843750 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -152366.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -152413.921875 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -152413.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -152511.640625 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -152511.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -152625.234375 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -152625.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -152689.171875 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -152689.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -152732.562500 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -152732.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -152791.250000 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -152791.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -152880.765625 Penalty: 3363.404785
	Iteration 17Q: 3 clusters Score -152880.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -152905.781250 Penalty: 3363.404785
	Iteration 18Q: 3 clusters Score -152905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -152909.703125 Penalty: 3363.404785
	Iteration 19Q: 3 clusters Score -152909.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -152909.703125 Penalty: 3363.404785
	Iteration 20F: 3 clusters Score -152909.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Entering Unmasked Estep 
Score: -8457988.000000 Penalty: 2662.610352
	Iteration 0F: 2 clusters Score -8457988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -8427580.000000 Penalty: 5325.220703
	Iteration 0F: 3 clusters Score -8427580 nChanged 21250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -8439156.000000 Penalty: 5325.220703
	Iteration 1F: 3 clusters Score -8439156 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -8439545.000000 Penalty: 5325.220703
	Iteration 2Q: 3 clusters Score -8439545 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -8439921.000000 Penalty: 5325.220703
	Iteration 3Q: 3 clusters Score -8439921 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -8440305.000000 Penalty: 5325.220703
	Iteration 4Q: 3 clusters Score -8440305 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -8440731.000000 Penalty: 5325.220703
	Iteration 5Q: 3 clusters Score -8440731 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -8441246.000000 Penalty: 5325.220703
	Iteration 6Q: 3 clusters Score -8441246 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -8441998.000000 Penalty: 5325.220703
	Iteration 7Q: 3 clusters Score -8441998 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -8443232.000000 Penalty: 5325.220703
	Iteration 8Q: 3 clusters Score -8443232 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -8444977.000000 Penalty: 5325.220703
	Iteration 9F: 3 clusters Score -8444977 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -8447330.000000 Penalty: 5325.220703
	Iteration 10F: 3 clusters Score -8447330 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -8449890.000000 Penalty: 5325.220703
	Iteration 11F: 3 clusters Score -8449890 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -8452123.000000 Penalty: 5325.220703
	Iteration 12F: 3 clusters Score -8452123 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8453634.000000 Penalty: 5325.220703
	Iteration 13Q: 3 clusters Score -8453634 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8454560.000000 Penalty: 5325.220703
	Iteration 14Q: 3 clusters Score -8454560 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8455134.000000 Penalty: 5325.220703
	Iteration 15Q: 3 clusters Score -8455134 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8455395.000000 Penalty: 5325.220703
	Iteration 16Q: 3 clusters Score -8455395 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8455527.000000 Penalty: 5325.220703
	Iteration 17Q: 3 clusters Score -8455527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8455604.000000 Penalty: 5325.220703
	Iteration 18Q: 3 clusters Score -8455604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8455649.000000 Penalty: 5325.220703
	Iteration 19Q: 3 clusters Score -8455649 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8455674.000000 Penalty: 5325.220703
	Iteration 20F: 3 clusters Score -8455674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8455701.000000 Penalty: 5325.220703
	Iteration 21Q: 3 clusters Score -8455701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8455702.000000 Penalty: 5325.220703
	Iteration 22Q: 3 clusters Score -8455702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8455735.000000 Penalty: 5325.220703
	Iteration 23Q: 3 clusters Score -8455735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8455743.000000 Penalty: 5325.220703
	Iteration 24Q: 3 clusters Score -8455743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8455755.000000 Penalty: 5325.220703
	Iteration 25Q: 3 clusters Score -8455755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8455765.000000 Penalty: 5325.220703
	Iteration 26Q: 3 clusters Score -8455765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8455777.000000 Penalty: 5325.220703
	Iteration 27Q: 3 clusters Score -8455777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8455772.000000 Penalty: 5325.220703
	Iteration 28Q: 3 clusters Score -8455772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8455773.000000 Penalty: 5325.220703
	Iteration 29Q: 3 clusters Score -8455773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8455780.000000 Penalty: 5325.220703
	Iteration 30Q: 3 clusters Score -8455780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8455776.000000 Penalty: 5325.220703
	Iteration 31Q: 3 clusters Score -8455776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8455787.000000 Penalty: 5325.220703
	Iteration 32Q: 3 clusters Score -8455787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8455787.000000 Penalty: 5325.220703
	Iteration 33F: 3 clusters Score -8455787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Entering Unmasked Estep 
Score: -9349115.000000 Penalty: 2684.122070
	Iteration 0F: 2 clusters Score -9349115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -9319111.000000 Penalty: 5368.244141
	Iteration 0F: 3 clusters Score -9319111 nChanged 23262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -9331733.000000 Penalty: 5368.244141
	Iteration 1F: 3 clusters Score -9331733 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -9332281.000000 Penalty: 5368.244141
	Iteration 2Q: 3 clusters Score -9332281 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -9332858.000000 Penalty: 5368.244141
	Iteration 3Q: 3 clusters Score -9332858 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -9333534.000000 Penalty: 5368.244141
	Iteration 4Q: 3 clusters Score -9333534 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -9334640.000000 Penalty: 5368.244141
	Iteration 5Q: 3 clusters Score -9334640 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -9336465.000000 Penalty: 5368.244141
	Iteration 6F: 3 clusters Score -9336465 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -9339484.000000 Penalty: 5368.244141
	Iteration 7F: 3 clusters Score -9339484 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -9343008.000000 Penalty: 5368.244141
	Iteration 8F: 3 clusters Score -9343008 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -9345331.000000 Penalty: 5368.244141
	Iteration 9F: 3 clusters Score -9345331 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -9346181.000000 Penalty: 5368.244141
	Iteration 10Q: 3 clusters Score -9346181 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -9346421.000000 Penalty: 5368.244141
	Iteration 11Q: 3 clusters Score -9346421 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -9346577.000000 Penalty: 5368.244141
	Iteration 12Q: 3 clusters Score -9346577 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -9346669.000000 Penalty: 5368.244141
	Iteration 13Q: 3 clusters Score -9346669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -9346721.000000 Penalty: 5368.244141
	Iteration 14Q: 3 clusters Score -9346721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -9346770.000000 Penalty: 5368.244141
	Iteration 15Q: 3 clusters Score -9346770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -9346795.000000 Penalty: 5368.244141
	Iteration 16Q: 3 clusters Score -9346795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -9346799.000000 Penalty: 5368.244141
	Iteration 17Q: 3 clusters Score -9346799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -9346799.000000 Penalty: 5368.244141
	Iteration 18F: 3 clusters Score -9346799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Entering Unmasked Estep 
Score: -8230523.000000 Penalty: 2653.673584
	Iteration 0F: 2 clusters Score -8230523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -8201416.500000 Penalty: 5307.347168
	Iteration 0F: 3 clusters Score -8201416 nChanged 20377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8212205.500000 Penalty: 5307.347168
	Iteration 1F: 3 clusters Score -8212206 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -8212692.000000 Penalty: 5307.347168
	Iteration 2Q: 3 clusters Score -8212692 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -8213131.000000 Penalty: 5307.347168
	Iteration 3Q: 3 clusters Score -8213131 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -8213714.000000 Penalty: 5307.347168
	Iteration 4Q: 3 clusters Score -8213714 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -8214419.000000 Penalty: 5307.347168
	Iteration 5Q: 3 clusters Score -8214419 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -8215466.000000 Penalty: 5307.347168
	Iteration 6F: 3 clusters Score -8215466 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -8217161.500000 Penalty: 5307.347168
	Iteration 7F: 3 clusters Score -8217162 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -8219418.000000 Penalty: 5307.347168
	Iteration 8F: 3 clusters Score -8219418 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -8221929.000000 Penalty: 5307.347168
	Iteration 9F: 3 clusters Score -8221929 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -8224459.500000 Penalty: 5307.347168
	Iteration 10F: 3 clusters Score -8224460 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -8226638.000000 Penalty: 5307.347168
	Iteration 11Q: 3 clusters Score -8226638 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -8228154.500000 Penalty: 5307.347168
	Iteration 12Q: 3 clusters Score -8228154 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -8228789.500000 Penalty: 5307.347168
	Iteration 13Q: 3 clusters Score -8228790 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -8228931.500000 Penalty: 5307.347168
	Iteration 14Q: 3 clusters Score -8228932 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -8228995.500000 Penalty: 5307.347168
	Iteration 15Q: 3 clusters Score -8228996 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -8229031.500000 Penalty: 5307.347168
	Iteration 16Q: 3 clusters Score -8229032 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -8229072.500000 Penalty: 5307.347168
	Iteration 17Q: 3 clusters Score -8229072 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -8229085.500000 Penalty: 5307.347168
	Iteration 18Q: 3 clusters Score -8229086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -8229091.500000 Penalty: 5307.347168
	Iteration 19Q: 3 clusters Score -8229092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -8229102.000000 Penalty: 5307.347168
	Iteration 20F: 3 clusters Score -8229102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -8229089.500000 Penalty: 5307.347168
	Iteration 21Q: 3 clusters Score -8229090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -8229089.500000 Penalty: 5307.347168
	Iteration 22Q: 3 clusters Score -8229090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -8229093.000000 Penalty: 5307.347168
	Iteration 23Q: 3 clusters Score -8229093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -8229093.000000 Penalty: 5307.347168
	Iteration 24Q: 3 clusters Score -8229093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -8229093.500000 Penalty: 5307.347168
	Iteration 25Q: 3 clusters Score -8229094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -8229080.000000 Penalty: 5307.347168
	Iteration 26Q: 3 clusters Score -8229080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -8229080.000000 Penalty: 5307.347168
	Iteration 27Q: 3 clusters Score -8229080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -8229076.500000 Penalty: 5307.347168
	Iteration 28Q: 3 clusters Score -8229076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -8229074.000000 Penalty: 5307.347168
	Iteration 29Q: 3 clusters Score -8229074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -8229077.000000 Penalty: 5307.347168
	Iteration 30Q: 3 clusters Score -8229077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -8229080.000000 Penalty: 5307.347168
	Iteration 31Q: 3 clusters Score -8229080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -8229073.500000 Penalty: 5307.347168
	Iteration 32Q: 3 clusters Score -8229074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -8229081.500000 Penalty: 5307.347168
	Iteration 33Q: 3 clusters Score -8229082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -8229083.000000 Penalty: 5307.347168
	Iteration 34Q: 3 clusters Score -8229083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -8229088.500000 Penalty: 5307.347168
	Iteration 35Q: 3 clusters Score -8229088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -8229098.000000 Penalty: 5307.347168
	Iteration 36Q: 3 clusters Score -8229098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -8229095.000000 Penalty: 5307.347168
	Iteration 37Q: 3 clusters Score -8229095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -8229093.000000 Penalty: 5307.347168
	Iteration 38Q: 3 clusters Score -8229093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -8229098.000000 Penalty: 5307.347168
	Iteration 39Q: 3 clusters Score -8229098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -8229093.000000 Penalty: 5307.347168
	Iteration 40F: 3 clusters Score -8229093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -8229094.000000 Penalty: 5307.347168
	Iteration 41Q: 3 clusters Score -8229094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -8229086.500000 Penalty: 5307.347168
	Iteration 42Q: 3 clusters Score -8229086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -8229089.500000 Penalty: 5307.347168
	Iteration 43Q: 3 clusters Score -8229090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -8229088.500000 Penalty: 5307.347168
	Iteration 44Q: 3 clusters Score -8229088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -8229091.500000 Penalty: 5307.347168
	Iteration 45Q: 3 clusters Score -8229092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -8229091.000000 Penalty: 5307.347168
	Iteration 46Q: 3 clusters Score -8229091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -8229089.500000 Penalty: 5307.347168
	Iteration 47Q: 3 clusters Score -8229090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -8229080.500000 Penalty: 5307.347168
	Iteration 48Q: 3 clusters Score -8229080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -8229082.500000 Penalty: 5307.347168
	Iteration 49Q: 3 clusters Score -8229082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -8229075.500000 Penalty: 5307.347168
	Iteration 50Q: 3 clusters Score -8229076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -8229079.000000 Penalty: 5307.347168
	Iteration 51Q: 3 clusters Score -8229079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -8229079.000000 Penalty: 5307.347168
	Iteration 52F: 3 clusters Score -8229079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -104991.929688 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -104991.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103281.500000 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -103281.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -103688.398438 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -103688.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103967.281250 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -103967.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104216.671875 Penalty: 3303.645264
	Iteration 3F: 3 clusters Score -104216.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104382.515625 Penalty: 3303.645264
	Iteration 4F: 3 clusters Score -104382.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104559.382812 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -104559.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -104713.140625 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -104713.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104862.398438 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -104862.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104962.585938 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -104962.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105006.710938 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -105006.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105024.500000 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -105024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105033.476562 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -105033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105037.781250 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -105037.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105037.781250 Penalty: 3303.645264
	Iteration 13F: 3 clusters Score -105037.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44462 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45997 members 
Mstep: Class 6 contains 50165 members 
Mstep: Class 7 contains 44369 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29989 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42353 members 
Mstep: Class 17 contains 42672 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43864 members 
Mstep: Class 20 contains 45332 members 
Mstep: Class 21 contains 46033 members 
Mstep: Class 22 contains 46987 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45524 members 
Mstep: Class 25 contains 392 members 
Entering Unmasked Estep 
Score: -106694832.000000 Penalty: 82330.929688
Splitting cluster 8 changes total score from -106696392.000000 to -106694832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (48200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Entering Unmasked Estep 
Score: -8988006.000000 Penalty: 2674.212402
	Iteration 0F: 2 clusters Score -8988006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -8957943.000000 Penalty: 5348.424805
	Iteration 0F: 3 clusters Score -8957943 nChanged 22059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -8970001.000000 Penalty: 5348.424805
	Iteration 1F: 3 clusters Score -8970001 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -8970721.000000 Penalty: 5348.424805
	Iteration 2Q: 3 clusters Score -8970721 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -8971447.000000 Penalty: 5348.424805
	Iteration 3Q: 3 clusters Score -8971447 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -8972250.000000 Penalty: 5348.424805
	Iteration 4Q: 3 clusters Score -8972250 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -8973322.000000 Penalty: 5348.424805
	Iteration 5Q: 3 clusters Score -8973322 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -8974773.000000 Penalty: 5348.424805
	Iteration 6F: 3 clusters Score -8974773 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -8976708.000000 Penalty: 5348.424805
	Iteration 7F: 3 clusters Score -8976708 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -8978913.000000 Penalty: 5348.424805
	Iteration 8F: 3 clusters Score -8978913 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -8981143.000000 Penalty: 5348.424805
	Iteration 9F: 3 clusters Score -8981143 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -8982897.000000 Penalty: 5348.424805
	Iteration 10Q: 3 clusters Score -8982897 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -8984052.000000 Penalty: 5348.424805
	Iteration 11Q: 3 clusters Score -8984052 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -8984764.000000 Penalty: 5348.424805
	Iteration 12Q: 3 clusters Score -8984764 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -8985195.000000 Penalty: 5348.424805
	Iteration 13Q: 3 clusters Score -8985195 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -8985468.000000 Penalty: 5348.424805
	Iteration 14Q: 3 clusters Score -8985468 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8985717.000000 Penalty: 5348.424805
	Iteration 15Q: 3 clusters Score -8985717 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -8985896.000000 Penalty: 5348.424805
	Iteration 16Q: 3 clusters Score -8985896 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -8985955.000000 Penalty: 5348.424805
	Iteration 17Q: 3 clusters Score -8985955 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -8986035.000000 Penalty: 5348.424805
	Iteration 18Q: 3 clusters Score -8986035 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -8986092.000000 Penalty: 5348.424805
	Iteration 19Q: 3 clusters Score -8986092 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -8986121.000000 Penalty: 5348.424805
	Iteration 20F: 3 clusters Score -8986121 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8986163.000000 Penalty: 5348.424805
	Iteration 21Q: 3 clusters Score -8986163 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -8986192.000000 Penalty: 5348.424805
	Iteration 22Q: 3 clusters Score -8986192 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -8986240.000000 Penalty: 5348.424805
	Iteration 23Q: 3 clusters Score -8986240 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -8986273.000000 Penalty: 5348.424805
	Iteration 24Q: 3 clusters Score -8986273 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8986235.000000 Penalty: 5348.424805
	Iteration 25Q: 3 clusters Score -8986235 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -8986253.000000 Penalty: 5348.424805
	Iteration 26Q: 3 clusters Score -8986253 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -8986224.000000 Penalty: 5348.424805
	Iteration 27Q: 3 clusters Score -8986224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -8986229.000000 Penalty: 5348.424805
	Iteration 28Q: 3 clusters Score -8986229 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -8986215.000000 Penalty: 5348.424805
	Iteration 29Q: 3 clusters Score -8986215 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -8986203.000000 Penalty: 5348.424805
	Iteration 30Q: 3 clusters Score -8986203 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -8986166.000000 Penalty: 5348.424805
	Iteration 31Q: 3 clusters Score -8986166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -8986166.000000 Penalty: 5348.424805
	Iteration 32Q: 3 clusters Score -8986166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -8986156.000000 Penalty: 5348.424805
	Iteration 33Q: 3 clusters Score -8986156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -8986161.000000 Penalty: 5348.424805
	Iteration 34Q: 3 clusters Score -8986161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -8986158.000000 Penalty: 5348.424805
	Iteration 35Q: 3 clusters Score -8986158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -8986172.000000 Penalty: 5348.424805
	Iteration 36Q: 3 clusters Score -8986172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -8986149.000000 Penalty: 5348.424805
	Iteration 37Q: 3 clusters Score -8986149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -8986152.000000 Penalty: 5348.424805
	Iteration 38Q: 3 clusters Score -8986152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -8986150.000000 Penalty: 5348.424805
	Iteration 39Q: 3 clusters Score -8986150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -8986170.000000 Penalty: 5348.424805
	Iteration 40F: 3 clusters Score -8986170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -8986155.000000 Penalty: 5348.424805
	Iteration 41Q: 3 clusters Score -8986155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -8986129.000000 Penalty: 5348.424805
	Iteration 42Q: 3 clusters Score -8986129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -8986132.000000 Penalty: 5348.424805
	Iteration 43Q: 3 clusters Score -8986132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -8986127.000000 Penalty: 5348.424805
	Iteration 44Q: 3 clusters Score -8986127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -8986126.000000 Penalty: 5348.424805
	Iteration 45Q: 3 clusters Score -8986126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -8986111.000000 Penalty: 5348.424805
	Iteration 46Q: 3 clusters Score -8986111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -8986116.000000 Penalty: 5348.424805
	Iteration 47Q: 3 clusters Score -8986116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -8986109.000000 Penalty: 5348.424805
	Iteration 48Q: 3 clusters Score -8986109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -8986116.000000 Penalty: 5348.424805
	Iteration 49Q: 3 clusters Score -8986116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -8986123.000000 Penalty: 5348.424805
	Iteration 50Q: 3 clusters Score -8986123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -8986126.000000 Penalty: 5348.424805
	Iteration 51Q: 3 clusters Score -8986126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -8986119.000000 Penalty: 5348.424805
	Iteration 52Q: 3 clusters Score -8986119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -8986122.000000 Penalty: 5348.424805
	Iteration 53Q: 3 clusters Score -8986122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -8986120.000000 Penalty: 5348.424805
	Iteration 54Q: 3 clusters Score -8986120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -8986116.000000 Penalty: 5348.424805
	Iteration 55Q: 3 clusters Score -8986116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -8986110.000000 Penalty: 5348.424805
	Iteration 56Q: 3 clusters Score -8986110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -8986108.000000 Penalty: 5348.424805
	Iteration 57Q: 3 clusters Score -8986108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -8986106.000000 Penalty: 5348.424805
	Iteration 58Q: 3 clusters Score -8986106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -8986105.000000 Penalty: 5348.424805
	Iteration 59Q: 3 clusters Score -8986105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -8986105.000000 Penalty: 5348.424805
	Iteration 60F: 3 clusters Score -8986105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -8986096.000000 Penalty: 5348.424805
	Iteration 61Q: 3 clusters Score -8986096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -8986102.000000 Penalty: 5348.424805
	Iteration 62Q: 3 clusters Score -8986102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -8986100.000000 Penalty: 5348.424805
	Iteration 63Q: 3 clusters Score -8986100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -8986096.000000 Penalty: 5348.424805
	Iteration 64Q: 3 clusters Score -8986096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -8986102.000000 Penalty: 5348.424805
	Iteration 65Q: 3 clusters Score -8986102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -8986084.000000 Penalty: 5348.424805
	Iteration 66Q: 3 clusters Score -8986084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -8986096.000000 Penalty: 5348.424805
	Iteration 67Q: 3 clusters Score -8986096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -8986095.000000 Penalty: 5348.424805
	Iteration 68Q: 3 clusters Score -8986095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -8986098.000000 Penalty: 5348.424805
	Iteration 69Q: 3 clusters Score -8986098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -8986100.000000 Penalty: 5348.424805
	Iteration 70Q: 3 clusters Score -8986100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -8986107.000000 Penalty: 5348.424805
	Iteration 71Q: 3 clusters Score -8986107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -8986105.000000 Penalty: 5348.424805
	Iteration 72Q: 3 clusters Score -8986105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -8986102.000000 Penalty: 5348.424805
	Iteration 73Q: 3 clusters Score -8986102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -8986108.000000 Penalty: 5348.424805
	Iteration 74Q: 3 clusters Score -8986108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -8986107.000000 Penalty: 5348.424805
	Iteration 75Q: 3 clusters Score -8986107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -8986105.000000 Penalty: 5348.424805
	Iteration 76Q: 3 clusters Score -8986105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -8986103.000000 Penalty: 5348.424805
	Iteration 77Q: 3 clusters Score -8986103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -8986103.000000 Penalty: 5348.424805
	Iteration 78F: 3 clusters Score -8986103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -24877.449219 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -24877.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23808.654297 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -23808.65 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24011.396484 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -24011.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24135.595703 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -24135.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24263.085938 Penalty: 2856.415283
	Iteration 3F: 3 clusters Score -24263.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24367.218750 Penalty: 2856.415283
	Iteration 4F: 3 clusters Score -24367.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24414.617188 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -24414.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24421.652344 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -24421.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24461.869141 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -24461.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24461.869141 Penalty: 2856.415283
	Iteration 8F: 3 clusters Score -24461.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -302687.187500 Penalty: 1856.123413
	Iteration 0F: 2 clusters Score -302687.2 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 917 members 
Entering Unmasked Estep 
Score: -300272.968750 Penalty: 3712.246826
	Iteration 0F: 3 clusters Score -300273 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -301074.250000 Penalty: 3712.246826
	Iteration 1F: 3 clusters Score -301074.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -301565.968750 Penalty: 3712.246826
	Iteration 2F: 3 clusters Score -301566 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -301867.312500 Penalty: 3712.246826
	Iteration 3F: 3 clusters Score -301867.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -302015.062500 Penalty: 3712.246826
	Iteration 4F: 3 clusters Score -302015.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -302143.312500 Penalty: 3712.246826
	Iteration 5Q: 3 clusters Score -302143.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -302233.937500 Penalty: 3712.246826
	Iteration 6Q: 3 clusters Score -302233.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -302305.656250 Penalty: 3712.246826
	Iteration 7Q: 3 clusters Score -302305.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -302337.593750 Penalty: 3712.246826
	Iteration 8Q: 3 clusters Score -302337.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -302367.656250 Penalty: 3712.246826
	Iteration 9Q: 3 clusters Score -302367.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -302415.187500 Penalty: 3712.246826
	Iteration 10Q: 3 clusters Score -302415.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -302460.625000 Penalty: 3712.246826
	Iteration 11Q: 3 clusters Score -302460.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -302498.593750 Penalty: 3712.246826
	Iteration 12Q: 3 clusters Score -302498.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -302519.343750 Penalty: 3712.246826
	Iteration 13Q: 3 clusters Score -302519.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -302539.843750 Penalty: 3712.246826
	Iteration 14Q: 3 clusters Score -302539.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -302549.125000 Penalty: 3712.246826
	Iteration 15Q: 3 clusters Score -302549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -302561.875000 Penalty: 3712.246826
	Iteration 16Q: 3 clusters Score -302561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -302564.656250 Penalty: 3712.246826
	Iteration 17Q: 3 clusters Score -302564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -302568.218750 Penalty: 3712.246826
	Iteration 18Q: 3 clusters Score -302568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -302572.625000 Penalty: 3712.246826
	Iteration 19Q: 3 clusters Score -302572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -302573.656250 Penalty: 3712.246826
	Iteration 20F: 3 clusters Score -302573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -302575.000000 Penalty: 3712.246826
	Iteration 21Q: 3 clusters Score -302575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -302575.000000 Penalty: 3712.246826
	Iteration 22F: 3 clusters Score -302575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -127162.851562 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -127162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -125462.609375 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -125462.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -125765.640625 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -125765.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -125903.132812 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -125903.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -126017.281250 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -126017.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126142.484375 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -126142.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -126341.726562 Penalty: 3272.184082
	Iteration 5F: 3 clusters Score -126341.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126580.195312 Penalty: 3272.184082
	Iteration 6F: 3 clusters Score -126580.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126889.578125 Penalty: 3272.184082
	Iteration 7F: 3 clusters Score -126889.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -127167.125000 Penalty: 3272.184082
	Iteration 8F: 3 clusters Score -127167.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -127350.750000 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -127350.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -127506.125000 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -127506.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -127611.468750 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -127611.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -127639.546875 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -127639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -127639.546875 Penalty: 3272.184082
	Iteration 13F: 3 clusters Score -127639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44462 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45997 members 
Mstep: Class 6 contains 50165 members 
Mstep: Class 7 contains 44369 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 29989 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42353 members 
Mstep: Class 17 contains 42672 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43864 members 
Mstep: Class 20 contains 45332 members 
Mstep: Class 21 contains 46033 members 
Mstep: Class 22 contains 46987 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45524 members 
Mstep: Class 25 contains 476 members 
Entering Unmasked Estep 
Score: -106695272.000000 Penalty: 82330.929688
Splitting cluster 12 changes total score from -106696392.000000 to -106695272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (29989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Entering Unmasked Estep 
Score: -5402441.000000 Penalty: 2556.529297
	Iteration 0F: 2 clusters Score -5402441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -5381844.000000 Penalty: 5113.058594
	Iteration 0F: 3 clusters Score -5381844 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -5388984.500000 Penalty: 5113.058594
	Iteration 1F: 3 clusters Score -5388984 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -5389365.000000 Penalty: 5113.058594
	Iteration 2Q: 3 clusters Score -5389365 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -5389769.000000 Penalty: 5113.058594
	Iteration 3Q: 3 clusters Score -5389769 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5390145.000000 Penalty: 5113.058594
	Iteration 4Q: 3 clusters Score -5390145 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -5390614.500000 Penalty: 5113.058594
	Iteration 5Q: 3 clusters Score -5390614 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -5391342.500000 Penalty: 5113.058594
	Iteration 6Q: 3 clusters Score -5391342 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -5392367.500000 Penalty: 5113.058594
	Iteration 7F: 3 clusters Score -5392368 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -5393875.000000 Penalty: 5113.058594
	Iteration 8F: 3 clusters Score -5393875 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -5395837.000000 Penalty: 5113.058594
	Iteration 9F: 3 clusters Score -5395837 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -5397777.000000 Penalty: 5113.058594
	Iteration 10F: 3 clusters Score -5397777 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -5399169.000000 Penalty: 5113.058594
	Iteration 11Q: 3 clusters Score -5399169 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -5400045.500000 Penalty: 5113.058594
	Iteration 12Q: 3 clusters Score -5400046 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -5400442.000000 Penalty: 5113.058594
	Iteration 13Q: 3 clusters Score -5400442 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -5400608.500000 Penalty: 5113.058594
	Iteration 14Q: 3 clusters Score -5400608 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -5400665.000000 Penalty: 5113.058594
	Iteration 15Q: 3 clusters Score -5400665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -5400699.000000 Penalty: 5113.058594
	Iteration 16Q: 3 clusters Score -5400699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -5400719.500000 Penalty: 5113.058594
	Iteration 17Q: 3 clusters Score -5400720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -5400731.000000 Penalty: 5113.058594
	Iteration 18Q: 3 clusters Score -5400731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -5400733.000000 Penalty: 5113.058594
	Iteration 19Q: 3 clusters Score -5400733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -5400735.500000 Penalty: 5113.058594
	Iteration 20F: 3 clusters Score -5400736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -5400740.000000 Penalty: 5113.058594
	Iteration 21Q: 3 clusters Score -5400740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -5400759.000000 Penalty: 5113.058594
	Iteration 22Q: 3 clusters Score -5400759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -5400759.500000 Penalty: 5113.058594
	Iteration 23Q: 3 clusters Score -5400760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -5400761.000000 Penalty: 5113.058594
	Iteration 24Q: 3 clusters Score -5400761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -5400762.500000 Penalty: 5113.058594
	Iteration 25Q: 3 clusters Score -5400762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5400771.000000 Penalty: 5113.058594
	Iteration 26Q: 3 clusters Score -5400771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -5400767.500000 Penalty: 5113.058594
	Iteration 27Q: 3 clusters Score -5400768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -5400763.500000 Penalty: 5113.058594
	Iteration 28Q: 3 clusters Score -5400764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5400758.500000 Penalty: 5113.058594
	Iteration 29Q: 3 clusters Score -5400758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5400758.500000 Penalty: 5113.058594
	Iteration 30F: 3 clusters Score -5400758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -248443.796875 Penalty: 1785.334961
	Iteration 0F: 2 clusters Score -248443.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -246279.390625 Penalty: 3570.669922
	Iteration 0F: 3 clusters Score -246279.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -246590.859375 Penalty: 3570.669922
	Iteration 1F: 3 clusters Score -246590.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -246675.187500 Penalty: 3570.669922
	Iteration 2F: 3 clusters Score -246675.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -246722.234375 Penalty: 3570.669922
	Iteration 3Q: 3 clusters Score -246722.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -246744.375000 Penalty: 3570.669922
	Iteration 4Q: 3 clusters Score -246744.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -246762.859375 Penalty: 3570.669922
	Iteration 5Q: 3 clusters Score -246762.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -246772.359375 Penalty: 3570.669922
	Iteration 6Q: 3 clusters Score -246772.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -246781.703125 Penalty: 3570.669922
	Iteration 7Q: 3 clusters Score -246781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -246783.937500 Penalty: 3570.669922
	Iteration 8Q: 3 clusters Score -246783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -246784.703125 Penalty: 3570.669922
	Iteration 9Q: 3 clusters Score -246784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -246784.703125 Penalty: 3570.669922
	Iteration 10F: 3 clusters Score -246784.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -141038.484375 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -141038.5 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 472 members 
Entering Unmasked Estep 
Score: -139174.343750 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -139174.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -139485.109375 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -139485.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -139647.687500 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -139647.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -139835.343750 Penalty: 3374.538574
	Iteration 3F: 3 clusters Score -139835.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -140001.890625 Penalty: 3374.538574
	Iteration 4F: 3 clusters Score -140001.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -140103.281250 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -140103.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -140195.062500 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -140195.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140225.515625 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -140225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140238.171875 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -140238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140243.156250 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -140243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140243.156250 Penalty: 3374.538574
	Iteration 10F: 3 clusters Score -140243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Entering Unmasked Estep 
Score: -7840988.000000 Penalty: 2642.140869
	Iteration 0F: 2 clusters Score -7840988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -7812600.000000 Penalty: 5284.281738
	Iteration 0F: 3 clusters Score -7812600 nChanged 19451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -7823153.000000 Penalty: 5284.281738
	Iteration 1F: 3 clusters Score -7823153 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -7823547.500000 Penalty: 5284.281738
	Iteration 2Q: 3 clusters Score -7823548 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -7823888.500000 Penalty: 5284.281738
	Iteration 3Q: 3 clusters Score -7823888 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -7824151.500000 Penalty: 5284.281738
	Iteration 4Q: 3 clusters Score -7824152 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -7824467.500000 Penalty: 5284.281738
	Iteration 5Q: 3 clusters Score -7824468 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -7824722.500000 Penalty: 5284.281738
	Iteration 6Q: 3 clusters Score -7824722 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -7825081.000000 Penalty: 5284.281738
	Iteration 7Q: 3 clusters Score -7825081 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -7825541.500000 Penalty: 5284.281738
	Iteration 8Q: 3 clusters Score -7825542 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -7826263.500000 Penalty: 5284.281738
	Iteration 9Q: 3 clusters Score -7826264 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -7827454.000000 Penalty: 5284.281738
	Iteration 10F: 3 clusters Score -7827454 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -7829339.500000 Penalty: 5284.281738
	Iteration 11F: 3 clusters Score -7829340 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -7831747.000000 Penalty: 5284.281738
	Iteration 12F: 3 clusters Score -7831747 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -7834128.500000 Penalty: 5284.281738
	Iteration 13F: 3 clusters Score -7834128 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7836274.500000 Penalty: 5284.281738
	Iteration 14F: 3 clusters Score -7836274 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7837469.500000 Penalty: 5284.281738
	Iteration 15Q: 3 clusters Score -7837470 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7838099.500000 Penalty: 5284.281738
	Iteration 16Q: 3 clusters Score -7838100 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7838422.500000 Penalty: 5284.281738
	Iteration 17Q: 3 clusters Score -7838422 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7838562.500000 Penalty: 5284.281738
	Iteration 18Q: 3 clusters Score -7838562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7838640.500000 Penalty: 5284.281738
	Iteration 19Q: 3 clusters Score -7838640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7838668.500000 Penalty: 5284.281738
	Iteration 20F: 3 clusters Score -7838668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7838702.000000 Penalty: 5284.281738
	Iteration 21Q: 3 clusters Score -7838702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7838721.500000 Penalty: 5284.281738
	Iteration 22Q: 3 clusters Score -7838722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7838740.000000 Penalty: 5284.281738
	Iteration 23Q: 3 clusters Score -7838740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7838744.500000 Penalty: 5284.281738
	Iteration 24Q: 3 clusters Score -7838744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7838749.500000 Penalty: 5284.281738
	Iteration 25Q: 3 clusters Score -7838750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7838753.000000 Penalty: 5284.281738
	Iteration 26Q: 3 clusters Score -7838753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7838764.000000 Penalty: 5284.281738
	Iteration 27Q: 3 clusters Score -7838764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7838770.500000 Penalty: 5284.281738
	Iteration 28Q: 3 clusters Score -7838770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7838775.000000 Penalty: 5284.281738
	Iteration 29Q: 3 clusters Score -7838775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7838785.000000 Penalty: 5284.281738
	Iteration 30Q: 3 clusters Score -7838785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7838798.500000 Penalty: 5284.281738
	Iteration 31Q: 3 clusters Score -7838798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7838798.500000 Penalty: 5284.281738
	Iteration 32Q: 3 clusters Score -7838798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7838799.500000 Penalty: 5284.281738
	Iteration 33Q: 3 clusters Score -7838800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7838799.000000 Penalty: 5284.281738
	Iteration 34Q: 3 clusters Score -7838799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7838798.000000 Penalty: 5284.281738
	Iteration 35Q: 3 clusters Score -7838798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7838799.500000 Penalty: 5284.281738
	Iteration 36Q: 3 clusters Score -7838800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7838803.000000 Penalty: 5284.281738
	Iteration 37Q: 3 clusters Score -7838803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7838803.000000 Penalty: 5284.281738
	Iteration 38F: 3 clusters Score -7838803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Entering Unmasked Estep 
Score: -7927337.000000 Penalty: 2644.001953
	Iteration 0F: 2 clusters Score -7927337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -7898552.500000 Penalty: 5288.003906
	Iteration 0F: 3 clusters Score -7898552 nChanged 19662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -7909350.000000 Penalty: 5288.003906
	Iteration 1F: 3 clusters Score -7909350 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -7909863.000000 Penalty: 5288.003906
	Iteration 2Q: 3 clusters Score -7909863 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -7910335.500000 Penalty: 5288.003906
	Iteration 3Q: 3 clusters Score -7910336 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -7910806.000000 Penalty: 5288.003906
	Iteration 4Q: 3 clusters Score -7910806 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -7911356.000000 Penalty: 5288.003906
	Iteration 5Q: 3 clusters Score -7911356 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -7912197.500000 Penalty: 5288.003906
	Iteration 6Q: 3 clusters Score -7912198 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -7913509.500000 Penalty: 5288.003906
	Iteration 7F: 3 clusters Score -7913510 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -7915302.500000 Penalty: 5288.003906
	Iteration 8F: 3 clusters Score -7915302 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -7917755.500000 Penalty: 5288.003906
	Iteration 9F: 3 clusters Score -7917756 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -7920226.500000 Penalty: 5288.003906
	Iteration 10F: 3 clusters Score -7920226 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -7922136.000000 Penalty: 5288.003906
	Iteration 11F: 3 clusters Score -7922136 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -7923191.500000 Penalty: 5288.003906
	Iteration 12Q: 3 clusters Score -7923192 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -7923770.500000 Penalty: 5288.003906
	Iteration 13Q: 3 clusters Score -7923770 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -7924198.000000 Penalty: 5288.003906
	Iteration 14Q: 3 clusters Score -7924198 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -7924510.500000 Penalty: 5288.003906
	Iteration 15Q: 3 clusters Score -7924510 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -7924692.000000 Penalty: 5288.003906
	Iteration 16Q: 3 clusters Score -7924692 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -7924899.500000 Penalty: 5288.003906
	Iteration 17Q: 3 clusters Score -7924900 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -7925014.500000 Penalty: 5288.003906
	Iteration 18Q: 3 clusters Score -7925014 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -7925082.000000 Penalty: 5288.003906
	Iteration 19Q: 3 clusters Score -7925082 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -7925186.000000 Penalty: 5288.003906
	Iteration 20F: 3 clusters Score -7925186 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -7925219.000000 Penalty: 5288.003906
	Iteration 21Q: 3 clusters Score -7925219 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -7925277.500000 Penalty: 5288.003906
	Iteration 22Q: 3 clusters Score -7925278 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -7925300.000000 Penalty: 5288.003906
	Iteration 23Q: 3 clusters Score -7925300 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -7925319.500000 Penalty: 5288.003906
	Iteration 24Q: 3 clusters Score -7925320 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -7925363.500000 Penalty: 5288.003906
	Iteration 25Q: 3 clusters Score -7925364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -7925395.500000 Penalty: 5288.003906
	Iteration 26Q: 3 clusters Score -7925396 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -7925413.000000 Penalty: 5288.003906
	Iteration 27Q: 3 clusters Score -7925413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -7925428.500000 Penalty: 5288.003906
	Iteration 28Q: 3 clusters Score -7925428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -7925429.500000 Penalty: 5288.003906
	Iteration 29Q: 3 clusters Score -7925430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -7925439.000000 Penalty: 5288.003906
	Iteration 30Q: 3 clusters Score -7925439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -7925446.500000 Penalty: 5288.003906
	Iteration 31Q: 3 clusters Score -7925446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -7925458.500000 Penalty: 5288.003906
	Iteration 32Q: 3 clusters Score -7925458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -7925467.500000 Penalty: 5288.003906
	Iteration 33Q: 3 clusters Score -7925468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7925490.000000 Penalty: 5288.003906
	Iteration 34Q: 3 clusters Score -7925490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -7925484.000000 Penalty: 5288.003906
	Iteration 35Q: 3 clusters Score -7925484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -7925484.000000 Penalty: 5288.003906
	Iteration 36Q: 3 clusters Score -7925484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -7925488.000000 Penalty: 5288.003906
	Iteration 37Q: 3 clusters Score -7925488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7925499.000000 Penalty: 5288.003906
	Iteration 38Q: 3 clusters Score -7925499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -7925494.500000 Penalty: 5288.003906
	Iteration 39Q: 3 clusters Score -7925494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -7925507.000000 Penalty: 5288.003906
	Iteration 40F: 3 clusters Score -7925507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -7925518.500000 Penalty: 5288.003906
	Iteration 41Q: 3 clusters Score -7925518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -7925521.500000 Penalty: 5288.003906
	Iteration 42Q: 3 clusters Score -7925522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -7925532.000000 Penalty: 5288.003906
	Iteration 43Q: 3 clusters Score -7925532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -7925538.500000 Penalty: 5288.003906
	Iteration 44Q: 3 clusters Score -7925538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -7925538.000000 Penalty: 5288.003906
	Iteration 45Q: 3 clusters Score -7925538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -7925536.500000 Penalty: 5288.003906
	Iteration 46Q: 3 clusters Score -7925536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -7925539.000000 Penalty: 5288.003906
	Iteration 47Q: 3 clusters Score -7925539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -7925536.000000 Penalty: 5288.003906
	Iteration 48Q: 3 clusters Score -7925536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7925544.000000 Penalty: 5288.003906
	Iteration 49Q: 3 clusters Score -7925544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -7925541.000000 Penalty: 5288.003906
	Iteration 50Q: 3 clusters Score -7925541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7925552.000000 Penalty: 5288.003906
	Iteration 51Q: 3 clusters Score -7925552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -7925552.000000 Penalty: 5288.003906
	Iteration 52Q: 3 clusters Score -7925552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -7925549.500000 Penalty: 5288.003906
	Iteration 53Q: 3 clusters Score -7925550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -7925544.500000 Penalty: 5288.003906
	Iteration 54Q: 3 clusters Score -7925544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -7925558.000000 Penalty: 5288.003906
	Iteration 55Q: 3 clusters Score -7925558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -7925546.500000 Penalty: 5288.003906
	Iteration 56Q: 3 clusters Score -7925546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -7925549.000000 Penalty: 5288.003906
	Iteration 57Q: 3 clusters Score -7925549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -7925546.500000 Penalty: 5288.003906
	Iteration 58Q: 3 clusters Score -7925546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7925550.500000 Penalty: 5288.003906
	Iteration 59Q: 3 clusters Score -7925550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -7925555.000000 Penalty: 5288.003906
	Iteration 60F: 3 clusters Score -7925555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -7925556.500000 Penalty: 5288.003906
	Iteration 61Q: 3 clusters Score -7925556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -7925558.000000 Penalty: 5288.003906
	Iteration 62Q: 3 clusters Score -7925558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -7925554.000000 Penalty: 5288.003906
	Iteration 63Q: 3 clusters Score -7925554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -7925558.000000 Penalty: 5288.003906
	Iteration 64Q: 3 clusters Score -7925558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -7925558.500000 Penalty: 5288.003906
	Iteration 65Q: 3 clusters Score -7925558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -7925567.500000 Penalty: 5288.003906
	Iteration 66Q: 3 clusters Score -7925568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -7925560.500000 Penalty: 5288.003906
	Iteration 67Q: 3 clusters Score -7925560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -7925560.500000 Penalty: 5288.003906
	Iteration 68Q: 3 clusters Score -7925560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -7925560.500000 Penalty: 5288.003906
	Iteration 69F: 3 clusters Score -7925560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -165947.109375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -165947.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -164079.406250 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -164079.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -164306.953125 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -164307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -164379.593750 Penalty: 3399.236328
	Iteration 2Q: 3 clusters Score -164379.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -164413.187500 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -164413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -164443.828125 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -164443.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -164465.718750 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -164465.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -164491.000000 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -164491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -164506.875000 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -164506.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -164514.531250 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -164514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -164516.281250 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -164516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -164519.312500 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -164519.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -164526.687500 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -164526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -164532.859375 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -164532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -164537.875000 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -164537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -164539.390625 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -164539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -164542.062500 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -164542.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -164542.062500 Penalty: 3399.236328
	Iteration 16F: 3 clusters Score -164542.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Entering Unmasked Estep 
Score: -8093479.000000 Penalty: 2650.834717
	Iteration 0F: 2 clusters Score -8093479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -8064310.000000 Penalty: 5301.669434
	Iteration 0F: 3 clusters Score -8064310 nChanged 20202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -8075251.000000 Penalty: 5301.669434
	Iteration 1F: 3 clusters Score -8075251 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -8075779.500000 Penalty: 5301.669434
	Iteration 2Q: 3 clusters Score -8075780 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -8076369.500000 Penalty: 5301.669434
	Iteration 3Q: 3 clusters Score -8076370 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -8077079.500000 Penalty: 5301.669434
	Iteration 4Q: 3 clusters Score -8077080 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -8078067.500000 Penalty: 5301.669434
	Iteration 5Q: 3 clusters Score -8078068 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -8079581.000000 Penalty: 5301.669434
	Iteration 6F: 3 clusters Score -8079581 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -8081793.500000 Penalty: 5301.669434
	Iteration 7F: 3 clusters Score -8081794 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -8084499.000000 Penalty: 5301.669434
	Iteration 8F: 3 clusters Score -8084499 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -8087232.000000 Penalty: 5301.669434
	Iteration 9F: 3 clusters Score -8087232 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8089155.500000 Penalty: 5301.669434
	Iteration 10Q: 3 clusters Score -8089156 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8090212.500000 Penalty: 5301.669434
	Iteration 11Q: 3 clusters Score -8090212 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8090747.500000 Penalty: 5301.669434
	Iteration 12Q: 3 clusters Score -8090748 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8090962.000000 Penalty: 5301.669434
	Iteration 13Q: 3 clusters Score -8090962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8091066.500000 Penalty: 5301.669434
	Iteration 14Q: 3 clusters Score -8091066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8091105.000000 Penalty: 5301.669434
	Iteration 15Q: 3 clusters Score -8091105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8091119.000000 Penalty: 5301.669434
	Iteration 16Q: 3 clusters Score -8091119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8091136.000000 Penalty: 5301.669434
	Iteration 17Q: 3 clusters Score -8091136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8091145.500000 Penalty: 5301.669434
	Iteration 18Q: 3 clusters Score -8091146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8091157.500000 Penalty: 5301.669434
	Iteration 19Q: 3 clusters Score -8091158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8091163.000000 Penalty: 5301.669434
	Iteration 20F: 3 clusters Score -8091163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8091164.500000 Penalty: 5301.669434
	Iteration 21Q: 3 clusters Score -8091164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8091167.000000 Penalty: 5301.669434
	Iteration 22Q: 3 clusters Score -8091167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8091181.000000 Penalty: 5301.669434
	Iteration 23Q: 3 clusters Score -8091181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8091185.500000 Penalty: 5301.669434
	Iteration 24Q: 3 clusters Score -8091186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8091194.000000 Penalty: 5301.669434
	Iteration 25Q: 3 clusters Score -8091194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8091197.500000 Penalty: 5301.669434
	Iteration 26Q: 3 clusters Score -8091198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8091204.500000 Penalty: 5301.669434
	Iteration 27Q: 3 clusters Score -8091204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8091202.000000 Penalty: 5301.669434
	Iteration 28Q: 3 clusters Score -8091202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8091209.000000 Penalty: 5301.669434
	Iteration 29Q: 3 clusters Score -8091209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8091220.000000 Penalty: 5301.669434
	Iteration 30Q: 3 clusters Score -8091220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8091219.500000 Penalty: 5301.669434
	Iteration 31Q: 3 clusters Score -8091220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8091213.500000 Penalty: 5301.669434
	Iteration 32Q: 3 clusters Score -8091214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8091213.500000 Penalty: 5301.669434
	Iteration 33F: 3 clusters Score -8091214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Entering Unmasked Estep 
Score: -8416025.000000 Penalty: 2658.998535
	Iteration 0F: 2 clusters Score -8416025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -8386409.000000 Penalty: 5317.997070
	Iteration 0F: 3 clusters Score -8386409 nChanged 20702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -8397818.000000 Penalty: 5317.997070
	Iteration 1F: 3 clusters Score -8397818 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -8398494.000000 Penalty: 5317.997070
	Iteration 2Q: 3 clusters Score -8398494 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -8399144.000000 Penalty: 5317.997070
	Iteration 3Q: 3 clusters Score -8399144 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -8399894.000000 Penalty: 5317.997070
	Iteration 4Q: 3 clusters Score -8399894 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -8400862.000000 Penalty: 5317.997070
	Iteration 5Q: 3 clusters Score -8400862 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -8402346.000000 Penalty: 5317.997070
	Iteration 6F: 3 clusters Score -8402346 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -8404400.000000 Penalty: 5317.997070
	Iteration 7F: 3 clusters Score -8404400 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -8407005.000000 Penalty: 5317.997070
	Iteration 8F: 3 clusters Score -8407005 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -8409460.000000 Penalty: 5317.997070
	Iteration 9F: 3 clusters Score -8409460 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -8411211.000000 Penalty: 5317.997070
	Iteration 10Q: 3 clusters Score -8411211 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -8412180.000000 Penalty: 5317.997070
	Iteration 11Q: 3 clusters Score -8412180 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -8412585.000000 Penalty: 5317.997070
	Iteration 12Q: 3 clusters Score -8412585 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -8412800.000000 Penalty: 5317.997070
	Iteration 13Q: 3 clusters Score -8412800 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -8413000.000000 Penalty: 5317.997070
	Iteration 14Q: 3 clusters Score -8413000 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -8413141.000000 Penalty: 5317.997070
	Iteration 15Q: 3 clusters Score -8413141 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -8413264.000000 Penalty: 5317.997070
	Iteration 16Q: 3 clusters Score -8413264 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -8413356.000000 Penalty: 5317.997070
	Iteration 17Q: 3 clusters Score -8413356 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -8413461.000000 Penalty: 5317.997070
	Iteration 18Q: 3 clusters Score -8413461 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -8413552.000000 Penalty: 5317.997070
	Iteration 19Q: 3 clusters Score -8413552 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -8413603.000000 Penalty: 5317.997070
	Iteration 20F: 3 clusters Score -8413603 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -8413637.000000 Penalty: 5317.997070
	Iteration 21Q: 3 clusters Score -8413637 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -8413700.000000 Penalty: 5317.997070
	Iteration 22Q: 3 clusters Score -8413700 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -8413738.000000 Penalty: 5317.997070
	Iteration 23Q: 3 clusters Score -8413738 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -8413761.000000 Penalty: 5317.997070
	Iteration 24Q: 3 clusters Score -8413761 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -8413801.000000 Penalty: 5317.997070
	Iteration 25Q: 3 clusters Score -8413801 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -8413839.000000 Penalty: 5317.997070
	Iteration 26Q: 3 clusters Score -8413839 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -8413899.000000 Penalty: 5317.997070
	Iteration 27Q: 3 clusters Score -8413899 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -8413921.000000 Penalty: 5317.997070
	Iteration 28Q: 3 clusters Score -8413921 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -8413948.000000 Penalty: 5317.997070
	Iteration 29Q: 3 clusters Score -8413948 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -8413956.000000 Penalty: 5317.997070
	Iteration 30Q: 3 clusters Score -8413956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -8413954.000000 Penalty: 5317.997070
	Iteration 31Q: 3 clusters Score -8413954 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -8413962.000000 Penalty: 5317.997070
	Iteration 32Q: 3 clusters Score -8413962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -8413973.000000 Penalty: 5317.997070
	Iteration 33Q: 3 clusters Score -8413973 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -8414003.000000 Penalty: 5317.997070
	Iteration 34Q: 3 clusters Score -8414003 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -8413998.000000 Penalty: 5317.997070
	Iteration 35Q: 3 clusters Score -8413998 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -8414021.000000 Penalty: 5317.997070
	Iteration 36Q: 3 clusters Score -8414021 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -8414038.000000 Penalty: 5317.997070
	Iteration 37Q: 3 clusters Score -8414038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -8414038.000000 Penalty: 5317.997070
	Iteration 38Q: 3 clusters Score -8414038 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -8414045.000000 Penalty: 5317.997070
	Iteration 39Q: 3 clusters Score -8414045 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -8414037.000000 Penalty: 5317.997070
	Iteration 40F: 3 clusters Score -8414037 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -8414051.000000 Penalty: 5317.997070
	Iteration 41Q: 3 clusters Score -8414051 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -8414075.000000 Penalty: 5317.997070
	Iteration 42Q: 3 clusters Score -8414075 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -8414076.000000 Penalty: 5317.997070
	Iteration 43Q: 3 clusters Score -8414076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -8414068.000000 Penalty: 5317.997070
	Iteration 44Q: 3 clusters Score -8414068 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -8414077.000000 Penalty: 5317.997070
	Iteration 45Q: 3 clusters Score -8414077 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -8414109.000000 Penalty: 5317.997070
	Iteration 46Q: 3 clusters Score -8414109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -8414114.000000 Penalty: 5317.997070
	Iteration 47Q: 3 clusters Score -8414114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -8414115.000000 Penalty: 5317.997070
	Iteration 48Q: 3 clusters Score -8414115 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -8414109.000000 Penalty: 5317.997070
	Iteration 49Q: 3 clusters Score -8414109 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -8414115.000000 Penalty: 5317.997070
	Iteration 50Q: 3 clusters Score -8414115 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8414130.000000 Penalty: 5317.997070
	Iteration 51Q: 3 clusters Score -8414130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -8414130.000000 Penalty: 5317.997070
	Iteration 52Q: 3 clusters Score -8414130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -8414114.000000 Penalty: 5317.997070
	Iteration 53Q: 3 clusters Score -8414114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -8414115.000000 Penalty: 5317.997070
	Iteration 54Q: 3 clusters Score -8414115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -8414101.000000 Penalty: 5317.997070
	Iteration 55Q: 3 clusters Score -8414101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -8414112.000000 Penalty: 5317.997070
	Iteration 56Q: 3 clusters Score -8414112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -8414107.000000 Penalty: 5317.997070
	Iteration 57Q: 3 clusters Score -8414107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -8414106.000000 Penalty: 5317.997070
	Iteration 58Q: 3 clusters Score -8414106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -8414096.000000 Penalty: 5317.997070
	Iteration 59Q: 3 clusters Score -8414096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -8414087.000000 Penalty: 5317.997070
	Iteration 60F: 3 clusters Score -8414087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -8414095.000000 Penalty: 5317.997070
	Iteration 61Q: 3 clusters Score -8414095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -8414089.000000 Penalty: 5317.997070
	Iteration 62Q: 3 clusters Score -8414089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -8414083.000000 Penalty: 5317.997070
	Iteration 63Q: 3 clusters Score -8414083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -8414087.000000 Penalty: 5317.997070
	Iteration 64Q: 3 clusters Score -8414087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -8414100.000000 Penalty: 5317.997070
	Iteration 65Q: 3 clusters Score -8414100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -8414110.000000 Penalty: 5317.997070
	Iteration 66Q: 3 clusters Score -8414110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -8414100.000000 Penalty: 5317.997070
	Iteration 67Q: 3 clusters Score -8414100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -8414086.000000 Penalty: 5317.997070
	Iteration 68Q: 3 clusters Score -8414086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -8414101.000000 Penalty: 5317.997070
	Iteration 69Q: 3 clusters Score -8414101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -8414092.000000 Penalty: 5317.997070
	Iteration 70Q: 3 clusters Score -8414092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -8414077.000000 Penalty: 5317.997070
	Iteration 71Q: 3 clusters Score -8414077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -8414075.000000 Penalty: 5317.997070
	Iteration 72Q: 3 clusters Score -8414075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8414075.000000 Penalty: 5317.997070
	Iteration 73Q: 3 clusters Score -8414075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -8414107.000000 Penalty: 5317.997070
	Iteration 74Q: 3 clusters Score -8414107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -8414096.000000 Penalty: 5317.997070
	Iteration 75Q: 3 clusters Score -8414096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -8414086.000000 Penalty: 5317.997070
	Iteration 76Q: 3 clusters Score -8414086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -8414089.000000 Penalty: 5317.997070
	Iteration 77Q: 3 clusters Score -8414089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8414087.000000 Penalty: 5317.997070
	Iteration 78Q: 3 clusters Score -8414087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -8414103.000000 Penalty: 5317.997070
	Iteration 79Q: 3 clusters Score -8414103 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -8414114.000000 Penalty: 5317.997070
	Iteration 80F: 3 clusters Score -8414114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8414112.000000 Penalty: 5317.997070
	Iteration 81Q: 3 clusters Score -8414112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -8414118.000000 Penalty: 5317.997070
	Iteration 82Q: 3 clusters Score -8414118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -8414113.000000 Penalty: 5317.997070
	Iteration 83Q: 3 clusters Score -8414113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -8414108.000000 Penalty: 5317.997070
	Iteration 84Q: 3 clusters Score -8414108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -8414103.000000 Penalty: 5317.997070
	Iteration 85Q: 3 clusters Score -8414103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -8414095.000000 Penalty: 5317.997070
	Iteration 86Q: 3 clusters Score -8414095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -8414102.000000 Penalty: 5317.997070
	Iteration 87Q: 3 clusters Score -8414102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -8414093.000000 Penalty: 5317.997070
	Iteration 88Q: 3 clusters Score -8414093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -8414118.000000 Penalty: 5317.997070
	Iteration 89Q: 3 clusters Score -8414118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8414126.000000 Penalty: 5317.997070
	Iteration 90Q: 3 clusters Score -8414126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -8414112.000000 Penalty: 5317.997070
	Iteration 91Q: 3 clusters Score -8414112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8414119.000000 Penalty: 5317.997070
	Iteration 92Q: 3 clusters Score -8414119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -8414123.000000 Penalty: 5317.997070
	Iteration 93Q: 3 clusters Score -8414123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -8414120.000000 Penalty: 5317.997070
	Iteration 94Q: 3 clusters Score -8414120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -8414119.000000 Penalty: 5317.997070
	Iteration 95Q: 3 clusters Score -8414119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8414122.000000 Penalty: 5317.997070
	Iteration 96Q: 3 clusters Score -8414122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8414126.000000 Penalty: 5317.997070
	Iteration 97Q: 3 clusters Score -8414126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8414125.000000 Penalty: 5317.997070
	Iteration 98Q: 3 clusters Score -8414125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -8414129.000000 Penalty: 5317.997070
	Iteration 99Q: 3 clusters Score -8414129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -8414129.000000 Penalty: 5317.997070
	Iteration 100F: 3 clusters Score -8414129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -8414125.000000 Penalty: 5317.997070
	Iteration 101Q: 3 clusters Score -8414125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -8414120.000000 Penalty: 5317.997070
	Iteration 102Q: 3 clusters Score -8414120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8414120.000000 Penalty: 5317.997070
	Iteration 103Q: 3 clusters Score -8414120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -8414122.000000 Penalty: 5317.997070
	Iteration 104Q: 3 clusters Score -8414122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -8414118.000000 Penalty: 5317.997070
	Iteration 105Q: 3 clusters Score -8414118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -8414123.000000 Penalty: 5317.997070
	Iteration 106Q: 3 clusters Score -8414123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8414127.000000 Penalty: 5317.997070
	Iteration 107Q: 3 clusters Score -8414127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -8414126.000000 Penalty: 5317.997070
	Iteration 108Q: 3 clusters Score -8414126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -8414126.000000 Penalty: 5317.997070
	Iteration 109F: 3 clusters Score -8414126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Entering Unmasked Estep 
Score: -8649762.000000 Penalty: 2662.804199
	Iteration 0F: 2 clusters Score -8649762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -8620738.000000 Penalty: 5325.608398
	Iteration 0F: 3 clusters Score -8620738 nChanged 21217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -8632823.000000 Penalty: 5325.608398
	Iteration 1F: 3 clusters Score -8632823 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -8633635.000000 Penalty: 5325.608398
	Iteration 2Q: 3 clusters Score -8633635 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -8634795.000000 Penalty: 5325.608398
	Iteration 3F: 3 clusters Score -8634795 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -8636215.000000 Penalty: 5325.608398
	Iteration 4F: 3 clusters Score -8636215 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -8637892.000000 Penalty: 5325.608398
	Iteration 5F: 3 clusters Score -8637892 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -8639845.000000 Penalty: 5325.608398
	Iteration 6F: 3 clusters Score -8639845 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -8641955.000000 Penalty: 5325.608398
	Iteration 7F: 3 clusters Score -8641955 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -8643772.000000 Penalty: 5325.608398
	Iteration 8Q: 3 clusters Score -8643772 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -8645016.000000 Penalty: 5325.608398
	Iteration 9Q: 3 clusters Score -8645016 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -8645806.000000 Penalty: 5325.608398
	Iteration 10Q: 3 clusters Score -8645806 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -8646333.000000 Penalty: 5325.608398
	Iteration 11Q: 3 clusters Score -8646333 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -8646755.000000 Penalty: 5325.608398
	Iteration 12Q: 3 clusters Score -8646755 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -8646987.000000 Penalty: 5325.608398
	Iteration 13Q: 3 clusters Score -8646987 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8647189.000000 Penalty: 5325.608398
	Iteration 14Q: 3 clusters Score -8647189 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -8647306.000000 Penalty: 5325.608398
	Iteration 15Q: 3 clusters Score -8647306 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8647411.000000 Penalty: 5325.608398
	Iteration 16Q: 3 clusters Score -8647411 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8647517.000000 Penalty: 5325.608398
	Iteration 17Q: 3 clusters Score -8647517 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8647628.000000 Penalty: 5325.608398
	Iteration 18Q: 3 clusters Score -8647628 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8647693.000000 Penalty: 5325.608398
	Iteration 19Q: 3 clusters Score -8647693 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8647763.000000 Penalty: 5325.608398
	Iteration 20F: 3 clusters Score -8647763 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8647801.000000 Penalty: 5325.608398
	Iteration 21Q: 3 clusters Score -8647801 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8647822.000000 Penalty: 5325.608398
	Iteration 22Q: 3 clusters Score -8647822 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8647844.000000 Penalty: 5325.608398
	Iteration 23Q: 3 clusters Score -8647844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8647855.000000 Penalty: 5325.608398
	Iteration 24Q: 3 clusters Score -8647855 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8647838.000000 Penalty: 5325.608398
	Iteration 25Q: 3 clusters Score -8647838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8647849.000000 Penalty: 5325.608398
	Iteration 26Q: 3 clusters Score -8647849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8647871.000000 Penalty: 5325.608398
	Iteration 27Q: 3 clusters Score -8647871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8647873.000000 Penalty: 5325.608398
	Iteration 28Q: 3 clusters Score -8647873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8647872.000000 Penalty: 5325.608398
	Iteration 29Q: 3 clusters Score -8647872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8647875.000000 Penalty: 5325.608398
	Iteration 30Q: 3 clusters Score -8647875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8647874.000000 Penalty: 5325.608398
	Iteration 31Q: 3 clusters Score -8647874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8647879.000000 Penalty: 5325.608398
	Iteration 32Q: 3 clusters Score -8647879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8647878.000000 Penalty: 5325.608398
	Iteration 33Q: 3 clusters Score -8647878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8647882.000000 Penalty: 5325.608398
	Iteration 34Q: 3 clusters Score -8647882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8647889.000000 Penalty: 5325.608398
	Iteration 35Q: 3 clusters Score -8647889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8647897.000000 Penalty: 5325.608398
	Iteration 36Q: 3 clusters Score -8647897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8647889.000000 Penalty: 5325.608398
	Iteration 37Q: 3 clusters Score -8647889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8647889.000000 Penalty: 5325.608398
	Iteration 38Q: 3 clusters Score -8647889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8647889.000000 Penalty: 5325.608398
	Iteration 39F: 3 clusters Score -8647889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Entering Unmasked Estep 
Score: -8631947.000000 Penalty: 2667.891357
	Iteration 0F: 2 clusters Score -8631947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -8601458.000000 Penalty: 5335.782715
	Iteration 0F: 3 clusters Score -8601458 nChanged 21721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -8613318.000000 Penalty: 5335.782715
	Iteration 1F: 3 clusters Score -8613318 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -8613913.000000 Penalty: 5335.782715
	Iteration 2Q: 3 clusters Score -8613913 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -8614565.000000 Penalty: 5335.782715
	Iteration 3Q: 3 clusters Score -8614565 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -8615510.000000 Penalty: 5335.782715
	Iteration 4Q: 3 clusters Score -8615510 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -8616865.000000 Penalty: 5335.782715
	Iteration 5Q: 3 clusters Score -8616865 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -8618658.000000 Penalty: 5335.782715
	Iteration 6F: 3 clusters Score -8618658 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -8620866.000000 Penalty: 5335.782715
	Iteration 7F: 3 clusters Score -8620866 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -8623123.000000 Penalty: 5335.782715
	Iteration 8F: 3 clusters Score -8623123 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -8624912.000000 Penalty: 5335.782715
	Iteration 9F: 3 clusters Score -8624912 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -8626369.000000 Penalty: 5335.782715
	Iteration 10Q: 3 clusters Score -8626369 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -8627558.000000 Penalty: 5335.782715
	Iteration 11Q: 3 clusters Score -8627558 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -8628319.000000 Penalty: 5335.782715
	Iteration 12Q: 3 clusters Score -8628319 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -8628843.000000 Penalty: 5335.782715
	Iteration 13Q: 3 clusters Score -8628843 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -8629180.000000 Penalty: 5335.782715
	Iteration 14Q: 3 clusters Score -8629180 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -8629385.000000 Penalty: 5335.782715
	Iteration 15Q: 3 clusters Score -8629385 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -8629518.000000 Penalty: 5335.782715
	Iteration 16Q: 3 clusters Score -8629518 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -8629594.000000 Penalty: 5335.782715
	Iteration 17Q: 3 clusters Score -8629594 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -8629649.000000 Penalty: 5335.782715
	Iteration 18Q: 3 clusters Score -8629649 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -8629694.000000 Penalty: 5335.782715
	Iteration 19Q: 3 clusters Score -8629694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -8629697.000000 Penalty: 5335.782715
	Iteration 20F: 3 clusters Score -8629697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -8629714.000000 Penalty: 5335.782715
	Iteration 21Q: 3 clusters Score -8629714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -8629740.000000 Penalty: 5335.782715
	Iteration 22Q: 3 clusters Score -8629740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -8629766.000000 Penalty: 5335.782715
	Iteration 23Q: 3 clusters Score -8629766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -8629788.000000 Penalty: 5335.782715
	Iteration 24Q: 3 clusters Score -8629788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8629797.000000 Penalty: 5335.782715
	Iteration 25Q: 3 clusters Score -8629797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -8629800.000000 Penalty: 5335.782715
	Iteration 26Q: 3 clusters Score -8629800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -8629811.000000 Penalty: 5335.782715
	Iteration 27Q: 3 clusters Score -8629811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8629812.000000 Penalty: 5335.782715
	Iteration 28Q: 3 clusters Score -8629812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -8629814.000000 Penalty: 5335.782715
	Iteration 29Q: 3 clusters Score -8629814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -8629819.000000 Penalty: 5335.782715
	Iteration 30Q: 3 clusters Score -8629819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -8629824.000000 Penalty: 5335.782715
	Iteration 31Q: 3 clusters Score -8629824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -8629826.000000 Penalty: 5335.782715
	Iteration 32Q: 3 clusters Score -8629826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8629827.000000 Penalty: 5335.782715
	Iteration 33Q: 3 clusters Score -8629827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -8629822.000000 Penalty: 5335.782715
	Iteration 34Q: 3 clusters Score -8629822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -8629823.000000 Penalty: 5335.782715
	Iteration 35Q: 3 clusters Score -8629823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -8629823.000000 Penalty: 5335.782715
	Iteration 36F: 3 clusters Score -8629823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -61183.289062 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -61183.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59822.578125 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -59822.58 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59988.812500 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -59988.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60028.472656 Penalty: 2975.472656
	Iteration 2Q: 3 clusters Score -60028.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60054.300781 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -60054.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60100.535156 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -60100.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60169.632812 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -60169.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60208.328125 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -60208.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60256.410156 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -60256.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60294.453125 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -60294.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60303.371094 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -60303.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60306.187500 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -60306.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60306.187500 Penalty: 2975.472656
	Iteration 11F: 3 clusters Score -60306.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Entering Unmasked Estep 
Score: -8567822.000000 Penalty: 2660.046875
	Iteration 0F: 2 clusters Score -8567822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -8539016.000000 Penalty: 5320.093750
	Iteration 0F: 3 clusters Score -8539016 nChanged 21047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -8550729.000000 Penalty: 5320.093750
	Iteration 1F: 3 clusters Score -8550729 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -8551391.000000 Penalty: 5320.093750
	Iteration 2Q: 3 clusters Score -8551391 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -8552022.000000 Penalty: 5320.093750
	Iteration 3Q: 3 clusters Score -8552022 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -8552734.000000 Penalty: 5320.093750
	Iteration 4Q: 3 clusters Score -8552734 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -8553470.000000 Penalty: 5320.093750
	Iteration 5Q: 3 clusters Score -8553470 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -8554260.000000 Penalty: 5320.093750
	Iteration 6Q: 3 clusters Score -8554260 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -8555296.000000 Penalty: 5320.093750
	Iteration 7Q: 3 clusters Score -8555296 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -8556461.000000 Penalty: 5320.093750
	Iteration 8Q: 3 clusters Score -8556461 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -8557923.000000 Penalty: 5320.093750
	Iteration 9F: 3 clusters Score -8557923 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -8559656.000000 Penalty: 5320.093750
	Iteration 10F: 3 clusters Score -8559656 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -8561316.000000 Penalty: 5320.093750
	Iteration 11Q: 3 clusters Score -8561316 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -8562765.000000 Penalty: 5320.093750
	Iteration 12Q: 3 clusters Score -8562765 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -8563752.000000 Penalty: 5320.093750
	Iteration 13Q: 3 clusters Score -8563752 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8564524.000000 Penalty: 5320.093750
	Iteration 14Q: 3 clusters Score -8564524 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -8565009.000000 Penalty: 5320.093750
	Iteration 15Q: 3 clusters Score -8565009 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8565259.000000 Penalty: 5320.093750
	Iteration 16Q: 3 clusters Score -8565259 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8565416.000000 Penalty: 5320.093750
	Iteration 17Q: 3 clusters Score -8565416 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8565469.000000 Penalty: 5320.093750
	Iteration 18Q: 3 clusters Score -8565469 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8565546.000000 Penalty: 5320.093750
	Iteration 19Q: 3 clusters Score -8565546 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8565577.000000 Penalty: 5320.093750
	Iteration 20F: 3 clusters Score -8565577 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8565601.000000 Penalty: 5320.093750
	Iteration 21Q: 3 clusters Score -8565601 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8565616.000000 Penalty: 5320.093750
	Iteration 22Q: 3 clusters Score -8565616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8565666.000000 Penalty: 5320.093750
	Iteration 23Q: 3 clusters Score -8565666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8565708.000000 Penalty: 5320.093750
	Iteration 24Q: 3 clusters Score -8565708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8565719.000000 Penalty: 5320.093750
	Iteration 25Q: 3 clusters Score -8565719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8565713.000000 Penalty: 5320.093750
	Iteration 26Q: 3 clusters Score -8565713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8565725.000000 Penalty: 5320.093750
	Iteration 27Q: 3 clusters Score -8565725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8565734.000000 Penalty: 5320.093750
	Iteration 28Q: 3 clusters Score -8565734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8565737.000000 Penalty: 5320.093750
	Iteration 29Q: 3 clusters Score -8565737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8565740.000000 Penalty: 5320.093750
	Iteration 30Q: 3 clusters Score -8565740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8565753.000000 Penalty: 5320.093750
	Iteration 31Q: 3 clusters Score -8565753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8565766.000000 Penalty: 5320.093750
	Iteration 32Q: 3 clusters Score -8565766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8565763.000000 Penalty: 5320.093750
	Iteration 33Q: 3 clusters Score -8565763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8565766.000000 Penalty: 5320.093750
	Iteration 34Q: 3 clusters Score -8565766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8565778.000000 Penalty: 5320.093750
	Iteration 35Q: 3 clusters Score -8565778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8565773.000000 Penalty: 5320.093750
	Iteration 36Q: 3 clusters Score -8565773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8565771.000000 Penalty: 5320.093750
	Iteration 37Q: 3 clusters Score -8565771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8565771.000000 Penalty: 5320.093750
	Iteration 38F: 3 clusters Score -8565771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44462 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 45997 members 
Mstep: Class 6 contains 50165 members 
Mstep: Class 7 contains 44369 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29989 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42353 members 
Mstep: Class 17 contains 42672 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43864 members 
Mstep: Class 20 contains 45332 members 
Mstep: Class 21 contains 46033 members 
Mstep: Class 22 contains 46987 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696504.000000 Penalty: 79037.695312
Iteration 399Q: 25 clusters Score -1.066965e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44453 members 
Mstep: Class 4 contains 881 members 
Mstep: Class 5 contains 46004 members 
Mstep: Class 6 contains 50161 members 
Mstep: Class 7 contains 44370 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48185 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42341 members 
Mstep: Class 17 contains 42688 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43848 members 
Mstep: Class 20 contains 45357 members 
Mstep: Class 21 contains 46022 members 
Mstep: Class 22 contains 46986 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696584.000000 Penalty: 79037.695312
Iteration 400F: 25 clusters Score -1.066966e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44449 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 46011 members 
Mstep: Class 6 contains 50166 members 
Mstep: Class 7 contains 44373 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 48167 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29992 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42335 members 
Mstep: Class 17 contains 42690 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43826 members 
Mstep: Class 20 contains 45371 members 
Mstep: Class 21 contains 46021 members 
Mstep: Class 22 contains 46985 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696552.000000 Penalty: 79037.695312
Iteration 401Q: 25 clusters Score -1.066966e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44453 members 
Mstep: Class 4 contains 880 members 
Mstep: Class 5 contains 46019 members 
Mstep: Class 6 contains 50158 members 
Mstep: Class 7 contains 44366 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48149 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42323 members 
Mstep: Class 17 contains 42688 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43811 members 
Mstep: Class 20 contains 45383 members 
Mstep: Class 21 contains 46030 members 
Mstep: Class 22 contains 46984 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696608.000000 Penalty: 79037.695312
Iteration 402Q: 25 clusters Score -1.066966e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44457 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46030 members 
Mstep: Class 6 contains 50146 members 
Mstep: Class 7 contains 44366 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48127 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42324 members 
Mstep: Class 17 contains 42695 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43804 members 
Mstep: Class 20 contains 45389 members 
Mstep: Class 21 contains 46040 members 
Mstep: Class 22 contains 46987 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696544.000000 Penalty: 79037.695312
Iteration 403Q: 25 clusters Score -1.066965e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44455 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46039 members 
Mstep: Class 6 contains 50146 members 
Mstep: Class 7 contains 44361 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48124 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42319 members 
Mstep: Class 17 contains 42699 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43786 members 
Mstep: Class 20 contains 45397 members 
Mstep: Class 21 contains 46049 members 
Mstep: Class 22 contains 46993 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696504.000000 Penalty: 79037.695312
Iteration 404Q: 25 clusters Score -1.066965e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44450 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46033 members 
Mstep: Class 6 contains 50155 members 
Mstep: Class 7 contains 44362 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48140 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29993 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42308 members 
Mstep: Class 17 contains 42681 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43769 members 
Mstep: Class 20 contains 45412 members 
Mstep: Class 21 contains 46055 members 
Mstep: Class 22 contains 46992 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696528.000000 Penalty: 79037.695312
Iteration 405Q: 25 clusters Score -1.066965e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44446 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46034 members 
Mstep: Class 6 contains 50151 members 
Mstep: Class 7 contains 44355 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48146 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42300 members 
Mstep: Class 17 contains 42667 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43769 members 
Mstep: Class 20 contains 45406 members 
Mstep: Class 21 contains 46059 members 
Mstep: Class 22 contains 46996 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696464.000000 Penalty: 79037.695312
Iteration 406Q: 25 clusters Score -1.066965e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46034 members 
Mstep: Class 6 contains 50152 members 
Mstep: Class 7 contains 44361 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48130 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29990 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42296 members 
Mstep: Class 17 contains 42644 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43787 members 
Mstep: Class 20 contains 45390 members 
Mstep: Class 21 contains 46075 members 
Mstep: Class 22 contains 47002 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696480.000000 Penalty: 79037.695312
Iteration 407Q: 25 clusters Score -1.066965e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44451 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46036 members 
Mstep: Class 6 contains 50159 members 
Mstep: Class 7 contains 44362 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48119 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29988 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42291 members 
Mstep: Class 17 contains 42641 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43797 members 
Mstep: Class 20 contains 45367 members 
Mstep: Class 21 contains 46071 members 
Mstep: Class 22 contains 47009 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696600.000000 Penalty: 79037.695312
Iteration 408Q: 25 clusters Score -1.066966e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44461 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46042 members 
Mstep: Class 6 contains 50161 members 
Mstep: Class 7 contains 44365 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48113 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29988 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42282 members 
Mstep: Class 17 contains 42631 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43792 members 
Mstep: Class 20 contains 45361 members 
Mstep: Class 21 contains 46073 members 
Mstep: Class 22 contains 47006 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696520.000000 Penalty: 79037.695312
Iteration 409Q: 25 clusters Score -1.066965e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44460 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46049 members 
Mstep: Class 6 contains 50169 members 
Mstep: Class 7 contains 44368 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48111 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29990 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42285 members 
Mstep: Class 17 contains 42630 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43787 members 
Mstep: Class 20 contains 45348 members 
Mstep: Class 21 contains 46078 members 
Mstep: Class 22 contains 46999 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696640.000000 Penalty: 79037.695312
Iteration 410Q: 25 clusters Score -1.066966e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44460 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46053 members 
Mstep: Class 6 contains 50167 members 
Mstep: Class 7 contains 44373 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48103 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42282 members 
Mstep: Class 17 contains 42630 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 45336 members 
Mstep: Class 21 contains 46087 members 
Mstep: Class 22 contains 47003 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696576.000000 Penalty: 79037.695312
Iteration 411Q: 25 clusters Score -1.066966e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44452 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46057 members 
Mstep: Class 6 contains 50177 members 
Mstep: Class 7 contains 44371 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48111 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29989 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42270 members 
Mstep: Class 17 contains 42619 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 45322 members 
Mstep: Class 21 contains 46083 members 
Mstep: Class 22 contains 47011 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696704.000000 Penalty: 79037.695312
Iteration 412Q: 25 clusters Score -1.066967e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44453 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46059 members 
Mstep: Class 6 contains 50172 members 
Mstep: Class 7 contains 44377 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48099 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42261 members 
Mstep: Class 17 contains 42611 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43761 members 
Mstep: Class 20 contains 45325 members 
Mstep: Class 21 contains 46089 members 
Mstep: Class 22 contains 47016 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696784.000000 Penalty: 79037.695312
Iteration 413Q: 25 clusters Score -1.066968e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44446 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46071 members 
Mstep: Class 6 contains 50177 members 
Mstep: Class 7 contains 44372 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48100 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42259 members 
Mstep: Class 17 contains 42605 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43755 members 
Mstep: Class 20 contains 45321 members 
Mstep: Class 21 contains 46099 members 
Mstep: Class 22 contains 47015 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696736.000000 Penalty: 79037.695312
Iteration 414Q: 25 clusters Score -1.066967e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44445 members 
Mstep: Class 4 contains 879 members 
Mstep: Class 5 contains 46079 members 
Mstep: Class 6 contains 50174 members 
Mstep: Class 7 contains 44373 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48101 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29992 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42258 members 
Mstep: Class 17 contains 42604 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43740 members 
Mstep: Class 20 contains 45330 members 
Mstep: Class 21 contains 46103 members 
Mstep: Class 22 contains 47015 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696664.000000 Penalty: 79037.695312
Iteration 415Q: 25 clusters Score -1.066967e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44441 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46079 members 
Mstep: Class 6 contains 50176 members 
Mstep: Class 7 contains 44370 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48100 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42259 members 
Mstep: Class 17 contains 42601 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43737 members 
Mstep: Class 20 contains 45332 members 
Mstep: Class 21 contains 46115 members 
Mstep: Class 22 contains 47017 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696608.000000 Penalty: 79037.695312
Iteration 416Q: 25 clusters Score -1.066966e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44440 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46085 members 
Mstep: Class 6 contains 50172 members 
Mstep: Class 7 contains 44373 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48101 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29993 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42252 members 
Mstep: Class 17 contains 42585 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43735 members 
Mstep: Class 20 contains 45329 members 
Mstep: Class 21 contains 46121 members 
Mstep: Class 22 contains 47022 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696640.000000 Penalty: 79037.695312
Iteration 417Q: 25 clusters Score -1.066966e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44439 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46091 members 
Mstep: Class 6 contains 50170 members 
Mstep: Class 7 contains 44372 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48102 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29992 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42254 members 
Mstep: Class 17 contains 42576 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43728 members 
Mstep: Class 20 contains 45324 members 
Mstep: Class 21 contains 46133 members 
Mstep: Class 22 contains 47024 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696664.000000 Penalty: 79037.695312
Iteration 418Q: 25 clusters Score -1.066967e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44432 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46097 members 
Mstep: Class 6 contains 50168 members 
Mstep: Class 7 contains 44377 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48098 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42248 members 
Mstep: Class 17 contains 42572 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43725 members 
Mstep: Class 20 contains 45321 members 
Mstep: Class 21 contains 46146 members 
Mstep: Class 22 contains 47024 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696680.000000 Penalty: 79037.695312
Iteration 419Q: 25 clusters Score -1.066967e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44431 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46105 members 
Mstep: Class 6 contains 50163 members 
Mstep: Class 7 contains 44380 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48095 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42246 members 
Mstep: Class 17 contains 42570 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43715 members 
Mstep: Class 20 contains 45325 members 
Mstep: Class 21 contains 46147 members 
Mstep: Class 22 contains 47026 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696680.000000 Penalty: 79037.695312
Iteration 420F: 25 clusters Score -1.066967e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44432 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46114 members 
Mstep: Class 6 contains 50159 members 
Mstep: Class 7 contains 44380 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48096 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42247 members 
Mstep: Class 17 contains 42568 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43705 members 
Mstep: Class 20 contains 45331 members 
Mstep: Class 21 contains 46131 members 
Mstep: Class 22 contains 47030 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696544.000000 Penalty: 79037.695312
Iteration 421Q: 25 clusters Score -1.066965e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44430 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46121 members 
Mstep: Class 6 contains 50162 members 
Mstep: Class 7 contains 44385 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48095 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42254 members 
Mstep: Class 17 contains 42566 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43695 members 
Mstep: Class 20 contains 45331 members 
Mstep: Class 21 contains 46129 members 
Mstep: Class 22 contains 47031 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696536.000000 Penalty: 79037.695312
Iteration 422Q: 25 clusters Score -1.066965e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44428 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46123 members 
Mstep: Class 6 contains 50158 members 
Mstep: Class 7 contains 44390 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48093 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42256 members 
Mstep: Class 17 contains 42563 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43691 members 
Mstep: Class 20 contains 45325 members 
Mstep: Class 21 contains 46136 members 
Mstep: Class 22 contains 47036 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696576.000000 Penalty: 79037.695312
Iteration 423Q: 25 clusters Score -1.066966e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44429 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46120 members 
Mstep: Class 6 contains 50159 members 
Mstep: Class 7 contains 44390 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48097 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42252 members 
Mstep: Class 17 contains 42563 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43694 members 
Mstep: Class 20 contains 45324 members 
Mstep: Class 21 contains 46137 members 
Mstep: Class 22 contains 47035 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696648.000000 Penalty: 79037.695312
Iteration 424Q: 25 clusters Score -1.066966e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44433 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46122 members 
Mstep: Class 6 contains 50151 members 
Mstep: Class 7 contains 44390 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48102 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42248 members 
Mstep: Class 17 contains 42573 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43690 members 
Mstep: Class 20 contains 45321 members 
Mstep: Class 21 contains 46131 members 
Mstep: Class 22 contains 47035 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696688.000000 Penalty: 79037.695312
Iteration 425Q: 25 clusters Score -1.066967e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44434 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46128 members 
Mstep: Class 6 contains 50147 members 
Mstep: Class 7 contains 44389 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48098 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29992 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42243 members 
Mstep: Class 17 contains 42573 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43696 members 
Mstep: Class 20 contains 45325 members 
Mstep: Class 21 contains 46123 members 
Mstep: Class 22 contains 47037 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696696.000000 Penalty: 79037.695312
Iteration 426Q: 25 clusters Score -1.066967e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44436 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46130 members 
Mstep: Class 6 contains 50139 members 
Mstep: Class 7 contains 44396 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48100 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29991 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42247 members 
Mstep: Class 17 contains 42583 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43704 members 
Mstep: Class 20 contains 45320 members 
Mstep: Class 21 contains 46116 members 
Mstep: Class 22 contains 47040 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696640.000000 Penalty: 79037.695312
Iteration 427Q: 25 clusters Score -1.066966e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44441 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46127 members 
Mstep: Class 6 contains 50138 members 
Mstep: Class 7 contains 44397 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48097 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29992 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42247 members 
Mstep: Class 17 contains 42583 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43701 members 
Mstep: Class 20 contains 45321 members 
Mstep: Class 21 contains 46115 members 
Mstep: Class 22 contains 47043 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696720.000000 Penalty: 79037.695312
Iteration 428Q: 25 clusters Score -1.066967e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44449 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46122 members 
Mstep: Class 6 contains 50130 members 
Mstep: Class 7 contains 44393 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48102 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29992 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42247 members 
Mstep: Class 17 contains 42582 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43699 members 
Mstep: Class 20 contains 45323 members 
Mstep: Class 21 contains 46112 members 
Mstep: Class 22 contains 47049 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696704.000000 Penalty: 79037.695312
Iteration 429Q: 25 clusters Score -1.066967e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44457 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46123 members 
Mstep: Class 6 contains 50122 members 
Mstep: Class 7 contains 44397 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48109 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42248 members 
Mstep: Class 17 contains 42577 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43695 members 
Mstep: Class 20 contains 45323 members 
Mstep: Class 21 contains 46107 members 
Mstep: Class 22 contains 47049 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696648.000000 Penalty: 79037.695312
Iteration 430Q: 25 clusters Score -1.066966e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44468 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46122 members 
Mstep: Class 6 contains 50112 members 
Mstep: Class 7 contains 44399 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48109 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29993 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42246 members 
Mstep: Class 17 contains 42573 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43695 members 
Mstep: Class 20 contains 45327 members 
Mstep: Class 21 contains 46107 members 
Mstep: Class 22 contains 47050 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696648.000000 Penalty: 79037.695312
Iteration 431Q: 25 clusters Score -1.066966e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44475 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46120 members 
Mstep: Class 6 contains 50112 members 
Mstep: Class 7 contains 44403 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48112 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29993 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42247 members 
Mstep: Class 17 contains 42567 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43689 members 
Mstep: Class 20 contains 45331 members 
Mstep: Class 21 contains 46103 members 
Mstep: Class 22 contains 47056 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696720.000000 Penalty: 79037.695312
Iteration 432Q: 25 clusters Score -1.066967e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44479 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46123 members 
Mstep: Class 6 contains 50109 members 
Mstep: Class 7 contains 44409 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48111 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42246 members 
Mstep: Class 17 contains 42563 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43689 members 
Mstep: Class 20 contains 45322 members 
Mstep: Class 21 contains 46100 members 
Mstep: Class 22 contains 47063 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696656.000000 Penalty: 79037.695312
Iteration 433Q: 25 clusters Score -1.066967e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44480 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46129 members 
Mstep: Class 6 contains 50111 members 
Mstep: Class 7 contains 44413 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48111 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29997 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42245 members 
Mstep: Class 17 contains 42560 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43693 members 
Mstep: Class 20 contains 45318 members 
Mstep: Class 21 contains 46102 members 
Mstep: Class 22 contains 47060 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696728.000000 Penalty: 79037.695312
Iteration 434Q: 25 clusters Score -1.066967e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44482 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46135 members 
Mstep: Class 6 contains 50108 members 
Mstep: Class 7 contains 44416 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48118 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42253 members 
Mstep: Class 17 contains 42558 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43698 members 
Mstep: Class 20 contains 45313 members 
Mstep: Class 21 contains 46092 members 
Mstep: Class 22 contains 47065 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696728.000000 Penalty: 79037.695312
Iteration 435Q: 25 clusters Score -1.066967e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44488 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46140 members 
Mstep: Class 6 contains 50101 members 
Mstep: Class 7 contains 44420 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48118 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29993 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42256 members 
Mstep: Class 17 contains 42560 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43701 members 
Mstep: Class 20 contains 45305 members 
Mstep: Class 21 contains 46095 members 
Mstep: Class 22 contains 47062 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696768.000000 Penalty: 79037.695312
Iteration 436Q: 25 clusters Score -1.066968e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44487 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46145 members 
Mstep: Class 6 contains 50108 members 
Mstep: Class 7 contains 44420 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48121 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29995 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42249 members 
Mstep: Class 17 contains 42559 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43702 members 
Mstep: Class 20 contains 45296 members 
Mstep: Class 21 contains 46098 members 
Mstep: Class 22 contains 47063 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696816.000000 Penalty: 79037.695312
Iteration 437Q: 25 clusters Score -1.066968e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44489 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46158 members 
Mstep: Class 6 contains 50115 members 
Mstep: Class 7 contains 44415 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48118 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42249 members 
Mstep: Class 17 contains 42554 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43703 members 
Mstep: Class 20 contains 45289 members 
Mstep: Class 21 contains 46099 members 
Mstep: Class 22 contains 47062 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696632.000000 Penalty: 79037.695312
Iteration 438Q: 25 clusters Score -1.066966e+08 nChanged 128
Entering ConstructFrom: 
Score: -106696632.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -60334.726562 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -60334.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58886.171875 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -58886.17 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59233.472656 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -59233.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59367.351562 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -59367.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59399.718750 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -59399.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59414.941406 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -59414.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59461.308594 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -59461.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59505.925781 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -59505.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59614.492188 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -59614.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59732.718750 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -59732.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59806.777344 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -59806.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59881.277344 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -59881.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59930.105469 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -59930.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59940.937500 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -59940.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59947.535156 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -59947.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59951.140625 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -59951.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59962.812500 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -59962.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59970.753906 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -59970.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59970.753906 Penalty: 3120.618408
	Iteration 17F: 3 clusters Score -59970.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -66083.968750 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -66083.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -64899.035156 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -64899.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -65031.308594 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -65031.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -65089.476562 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -65089.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -65133.476562 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -65133.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65162.917969 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -65162.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -65190.113281 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -65190.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -65237.656250 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -65237.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -65247.953125 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -65247.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -65280.929688 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -65280.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -65293.148438 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -65293.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -65293.148438 Penalty: 2838.898193
	Iteration 10F: 3 clusters Score -65293.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Entering Unmasked Estep 
Score: -8262527.000000 Penalty: 2654.298584
	Iteration 0F: 2 clusters Score -8262527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -8233491.500000 Penalty: 5308.597168
	Iteration 0F: 3 clusters Score -8233492 nChanged 20489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -8245270.500000 Penalty: 5308.597168
	Iteration 1F: 3 clusters Score -8245270 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -8246276.000000 Penalty: 5308.597168
	Iteration 2Q: 3 clusters Score -8246276 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -8247836.000000 Penalty: 5308.597168
	Iteration 3F: 3 clusters Score -8247836 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -8249816.000000 Penalty: 5308.597168
	Iteration 4F: 3 clusters Score -8249816 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -8252286.500000 Penalty: 5308.597168
	Iteration 5F: 3 clusters Score -8252286 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -8255450.500000 Penalty: 5308.597168
	Iteration 6F: 3 clusters Score -8255450 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -8258679.000000 Penalty: 5308.597168
	Iteration 7F: 3 clusters Score -8258679 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -8260281.500000 Penalty: 5308.597168
	Iteration 8F: 3 clusters Score -8260282 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -8260797.000000 Penalty: 5308.597168
	Iteration 9Q: 3 clusters Score -8260797 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -8261053.500000 Penalty: 5308.597168
	Iteration 10Q: 3 clusters Score -8261054 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -8261136.500000 Penalty: 5308.597168
	Iteration 11Q: 3 clusters Score -8261136 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -8261157.500000 Penalty: 5308.597168
	Iteration 12Q: 3 clusters Score -8261158 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -8261206.000000 Penalty: 5308.597168
	Iteration 13Q: 3 clusters Score -8261206 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -8261238.000000 Penalty: 5308.597168
	Iteration 14Q: 3 clusters Score -8261238 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -8261250.500000 Penalty: 5308.597168
	Iteration 15Q: 3 clusters Score -8261250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -8261275.000000 Penalty: 5308.597168
	Iteration 16Q: 3 clusters Score -8261275 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -8261266.500000 Penalty: 5308.597168
	Iteration 17Q: 3 clusters Score -8261266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -8261279.500000 Penalty: 5308.597168
	Iteration 18Q: 3 clusters Score -8261280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -8261289.500000 Penalty: 5308.597168
	Iteration 19Q: 3 clusters Score -8261290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -8261298.000000 Penalty: 5308.597168
	Iteration 20F: 3 clusters Score -8261298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -8261296.500000 Penalty: 5308.597168
	Iteration 21Q: 3 clusters Score -8261296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -8261290.500000 Penalty: 5308.597168
	Iteration 22Q: 3 clusters Score -8261290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -8261288.500000 Penalty: 5308.597168
	Iteration 23Q: 3 clusters Score -8261288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -8261287.500000 Penalty: 5308.597168
	Iteration 24Q: 3 clusters Score -8261288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -8261285.000000 Penalty: 5308.597168
	Iteration 25Q: 3 clusters Score -8261285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -8261288.000000 Penalty: 5308.597168
	Iteration 26Q: 3 clusters Score -8261288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -8261296.500000 Penalty: 5308.597168
	Iteration 27Q: 3 clusters Score -8261296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -8261302.500000 Penalty: 5308.597168
	Iteration 28Q: 3 clusters Score -8261302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -8261299.000000 Penalty: 5308.597168
	Iteration 29Q: 3 clusters Score -8261299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -8261307.500000 Penalty: 5308.597168
	Iteration 30Q: 3 clusters Score -8261308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -8261304.000000 Penalty: 5308.597168
	Iteration 31Q: 3 clusters Score -8261304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -8261303.500000 Penalty: 5308.597168
	Iteration 32Q: 3 clusters Score -8261304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -8261303.500000 Penalty: 5308.597168
	Iteration 33F: 3 clusters Score -8261304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -152520.187500 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -152520.2 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 420 members 
Entering Unmasked Estep 
Score: -150783.125000 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -150783.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -151265.062500 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -151265.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -151489.140625 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -151489.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -151597.656250 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -151597.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -151664.390625 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -151664.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -151727.796875 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -151727.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -151766.859375 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -151766.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -151799.500000 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -151799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -151813.609375 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -151813.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -151824.015625 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -151824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -151832.000000 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -151832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -151838.859375 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -151838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -151841.093750 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -151841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -151843.125000 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -151843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -151845.609375 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -151845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -151849.859375 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -151849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -151849.859375 Penalty: 3361.712646
	Iteration 16F: 3 clusters Score -151849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Entering Unmasked Estep 
Score: -8488770.000000 Penalty: 2663.514160
	Iteration 0F: 2 clusters Score -8488770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -8458282.000000 Penalty: 5327.028320
	Iteration 0F: 3 clusters Score -8458282 nChanged 21243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -8469623.000000 Penalty: 5327.028320
	Iteration 1F: 3 clusters Score -8469623 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -8470130.000000 Penalty: 5327.028320
	Iteration 2Q: 3 clusters Score -8470130 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -8470447.000000 Penalty: 5327.028320
	Iteration 3Q: 3 clusters Score -8470447 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -8470750.000000 Penalty: 5327.028320
	Iteration 4Q: 3 clusters Score -8470750 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -8471005.000000 Penalty: 5327.028320
	Iteration 5Q: 3 clusters Score -8471005 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -8471280.000000 Penalty: 5327.028320
	Iteration 6Q: 3 clusters Score -8471280 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -8471666.000000 Penalty: 5327.028320
	Iteration 7Q: 3 clusters Score -8471666 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -8472201.000000 Penalty: 5327.028320
	Iteration 8Q: 3 clusters Score -8472201 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -8473033.000000 Penalty: 5327.028320
	Iteration 9Q: 3 clusters Score -8473033 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -8474443.000000 Penalty: 5327.028320
	Iteration 10F: 3 clusters Score -8474443 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -8476644.000000 Penalty: 5327.028320
	Iteration 11F: 3 clusters Score -8476644 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -8479242.000000 Penalty: 5327.028320
	Iteration 12F: 3 clusters Score -8479242 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -8481994.000000 Penalty: 5327.028320
	Iteration 13F: 3 clusters Score -8481994 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -8484072.000000 Penalty: 5327.028320
	Iteration 14F: 3 clusters Score -8484072 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8485203.000000 Penalty: 5327.028320
	Iteration 15Q: 3 clusters Score -8485203 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8485747.000000 Penalty: 5327.028320
	Iteration 16Q: 3 clusters Score -8485747 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8486074.000000 Penalty: 5327.028320
	Iteration 17Q: 3 clusters Score -8486074 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8486234.000000 Penalty: 5327.028320
	Iteration 18Q: 3 clusters Score -8486234 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8486304.000000 Penalty: 5327.028320
	Iteration 19Q: 3 clusters Score -8486304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8486357.000000 Penalty: 5327.028320
	Iteration 20F: 3 clusters Score -8486357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8486389.000000 Penalty: 5327.028320
	Iteration 21Q: 3 clusters Score -8486389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8486408.000000 Penalty: 5327.028320
	Iteration 22Q: 3 clusters Score -8486408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8486426.000000 Penalty: 5327.028320
	Iteration 23Q: 3 clusters Score -8486426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8486442.000000 Penalty: 5327.028320
	Iteration 24Q: 3 clusters Score -8486442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8486447.000000 Penalty: 5327.028320
	Iteration 25Q: 3 clusters Score -8486447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8486452.000000 Penalty: 5327.028320
	Iteration 26Q: 3 clusters Score -8486452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8486455.000000 Penalty: 5327.028320
	Iteration 27Q: 3 clusters Score -8486455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8486460.000000 Penalty: 5327.028320
	Iteration 28Q: 3 clusters Score -8486460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8486458.000000 Penalty: 5327.028320
	Iteration 29Q: 3 clusters Score -8486458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8486458.000000 Penalty: 5327.028320
	Iteration 30F: 3 clusters Score -8486458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Entering Unmasked Estep 
Score: -9341433.000000 Penalty: 2683.914307
	Iteration 0F: 2 clusters Score -9341433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -9311476.000000 Penalty: 5367.828613
	Iteration 0F: 3 clusters Score -9311476 nChanged 23200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -9324106.000000 Penalty: 5367.828613
	Iteration 1F: 3 clusters Score -9324106 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -9324682.000000 Penalty: 5367.828613
	Iteration 2Q: 3 clusters Score -9324682 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -9325258.000000 Penalty: 5367.828613
	Iteration 3Q: 3 clusters Score -9325258 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -9326165.000000 Penalty: 5367.828613
	Iteration 4Q: 3 clusters Score -9326165 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -9327494.000000 Penalty: 5367.828613
	Iteration 5Q: 3 clusters Score -9327494 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -9329526.000000 Penalty: 5367.828613
	Iteration 6F: 3 clusters Score -9329526 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -9332400.000000 Penalty: 5367.828613
	Iteration 7F: 3 clusters Score -9332400 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -9335744.000000 Penalty: 5367.828613
	Iteration 8F: 3 clusters Score -9335744 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -9337771.000000 Penalty: 5367.828613
	Iteration 9F: 3 clusters Score -9337771 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9338715.000000 Penalty: 5367.828613
	Iteration 10Q: 3 clusters Score -9338715 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9339034.000000 Penalty: 5367.828613
	Iteration 11Q: 3 clusters Score -9339034 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9339100.000000 Penalty: 5367.828613
	Iteration 12Q: 3 clusters Score -9339100 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9339172.000000 Penalty: 5367.828613
	Iteration 13Q: 3 clusters Score -9339172 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9339201.000000 Penalty: 5367.828613
	Iteration 14Q: 3 clusters Score -9339201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9339219.000000 Penalty: 5367.828613
	Iteration 15Q: 3 clusters Score -9339219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9339245.000000 Penalty: 5367.828613
	Iteration 16Q: 3 clusters Score -9339245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9339268.000000 Penalty: 5367.828613
	Iteration 17Q: 3 clusters Score -9339268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9339275.000000 Penalty: 5367.828613
	Iteration 18Q: 3 clusters Score -9339275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9339274.000000 Penalty: 5367.828613
	Iteration 19Q: 3 clusters Score -9339274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9339284.000000 Penalty: 5367.828613
	Iteration 20F: 3 clusters Score -9339284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9339304.000000 Penalty: 5367.828613
	Iteration 21Q: 3 clusters Score -9339304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9339307.000000 Penalty: 5367.828613
	Iteration 22Q: 3 clusters Score -9339307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9339301.000000 Penalty: 5367.828613
	Iteration 23Q: 3 clusters Score -9339301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9339303.000000 Penalty: 5367.828613
	Iteration 24Q: 3 clusters Score -9339303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9339303.000000 Penalty: 5367.828613
	Iteration 25F: 3 clusters Score -9339303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Entering Unmasked Estep 
Score: -8238060.500000 Penalty: 2653.908203
	Iteration 0F: 2 clusters Score -8238060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -8208922.000000 Penalty: 5307.816406
	Iteration 0F: 3 clusters Score -8208922 nChanged 20331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -8220025.500000 Penalty: 5307.816406
	Iteration 1F: 3 clusters Score -8220026 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -8220513.500000 Penalty: 5307.816406
	Iteration 2Q: 3 clusters Score -8220514 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -8221037.500000 Penalty: 5307.816406
	Iteration 3Q: 3 clusters Score -8221038 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -8221689.500000 Penalty: 5307.816406
	Iteration 4Q: 3 clusters Score -8221690 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -8222801.500000 Penalty: 5307.816406
	Iteration 5F: 3 clusters Score -8222802 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -8224398.000000 Penalty: 5307.816406
	Iteration 6F: 3 clusters Score -8224398 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -8226900.000000 Penalty: 5307.816406
	Iteration 7F: 3 clusters Score -8226900 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -8229823.500000 Penalty: 5307.816406
	Iteration 8F: 3 clusters Score -8229824 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8232419.000000 Penalty: 5307.816406
	Iteration 9F: 3 clusters Score -8232419 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8234136.000000 Penalty: 5307.816406
	Iteration 10Q: 3 clusters Score -8234136 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8235129.500000 Penalty: 5307.816406
	Iteration 11Q: 3 clusters Score -8235130 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8235557.500000 Penalty: 5307.816406
	Iteration 12Q: 3 clusters Score -8235558 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8235795.500000 Penalty: 5307.816406
	Iteration 13Q: 3 clusters Score -8235796 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8235909.000000 Penalty: 5307.816406
	Iteration 14Q: 3 clusters Score -8235909 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8235931.500000 Penalty: 5307.816406
	Iteration 15Q: 3 clusters Score -8235932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8235977.500000 Penalty: 5307.816406
	Iteration 16Q: 3 clusters Score -8235978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8235987.500000 Penalty: 5307.816406
	Iteration 17Q: 3 clusters Score -8235988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8236016.500000 Penalty: 5307.816406
	Iteration 18Q: 3 clusters Score -8236016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8236022.500000 Penalty: 5307.816406
	Iteration 19Q: 3 clusters Score -8236022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8236040.500000 Penalty: 5307.816406
	Iteration 20F: 3 clusters Score -8236040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8236032.000000 Penalty: 5307.816406
	Iteration 21Q: 3 clusters Score -8236032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8236054.500000 Penalty: 5307.816406
	Iteration 22Q: 3 clusters Score -8236054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8236067.500000 Penalty: 5307.816406
	Iteration 23Q: 3 clusters Score -8236068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8236066.000000 Penalty: 5307.816406
	Iteration 24Q: 3 clusters Score -8236066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8236069.500000 Penalty: 5307.816406
	Iteration 25Q: 3 clusters Score -8236070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8236068.500000 Penalty: 5307.816406
	Iteration 26Q: 3 clusters Score -8236068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8236069.500000 Penalty: 5307.816406
	Iteration 27Q: 3 clusters Score -8236070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8236076.000000 Penalty: 5307.816406
	Iteration 28Q: 3 clusters Score -8236076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8236082.500000 Penalty: 5307.816406
	Iteration 29Q: 3 clusters Score -8236082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8236072.500000 Penalty: 5307.816406
	Iteration 30Q: 3 clusters Score -8236072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8236092.000000 Penalty: 5307.816406
	Iteration 31Q: 3 clusters Score -8236092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8236090.000000 Penalty: 5307.816406
	Iteration 32Q: 3 clusters Score -8236090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8236092.000000 Penalty: 5307.816406
	Iteration 33Q: 3 clusters Score -8236092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8236099.500000 Penalty: 5307.816406
	Iteration 34Q: 3 clusters Score -8236100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8236103.000000 Penalty: 5307.816406
	Iteration 35Q: 3 clusters Score -8236103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8236101.500000 Penalty: 5307.816406
	Iteration 36Q: 3 clusters Score -8236102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8236097.000000 Penalty: 5307.816406
	Iteration 37Q: 3 clusters Score -8236097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8236095.500000 Penalty: 5307.816406
	Iteration 38Q: 3 clusters Score -8236096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8236097.000000 Penalty: 5307.816406
	Iteration 39Q: 3 clusters Score -8236097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8236097.000000 Penalty: 5307.816406
	Iteration 40F: 3 clusters Score -8236097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -104855.179688 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -104855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103227.093750 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -103227.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103801.656250 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -103801.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104101.148438 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -104101.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104221.773438 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -104221.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104306.039062 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -104306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104347.281250 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -104347.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104357.820312 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -104357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104361.945312 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -104361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104362.757812 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -104362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104362.757812 Penalty: 3303.009766
	Iteration 9F: 3 clusters Score -104362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Entering Unmasked Estep 
Score: -8975489.000000 Penalty: 2673.852051
	Iteration 0F: 2 clusters Score -8975489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -8944913.000000 Penalty: 5347.704102
	Iteration 0F: 3 clusters Score -8944913 nChanged 22295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -8957404.000000 Penalty: 5347.704102
	Iteration 1F: 3 clusters Score -8957404 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -8957957.000000 Penalty: 5347.704102
	Iteration 2Q: 3 clusters Score -8957957 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -8958517.000000 Penalty: 5347.704102
	Iteration 3Q: 3 clusters Score -8958517 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -8958952.000000 Penalty: 5347.704102
	Iteration 4Q: 3 clusters Score -8958952 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -8959496.000000 Penalty: 5347.704102
	Iteration 5Q: 3 clusters Score -8959496 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -8960282.000000 Penalty: 5347.704102
	Iteration 6Q: 3 clusters Score -8960282 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -8961368.000000 Penalty: 5347.704102
	Iteration 7Q: 3 clusters Score -8961368 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -8963065.000000 Penalty: 5347.704102
	Iteration 8F: 3 clusters Score -8963065 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -8965217.000000 Penalty: 5347.704102
	Iteration 9F: 3 clusters Score -8965217 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -8967542.000000 Penalty: 5347.704102
	Iteration 10F: 3 clusters Score -8967542 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -8969584.000000 Penalty: 5347.704102
	Iteration 11F: 3 clusters Score -8969584 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -8971086.000000 Penalty: 5347.704102
	Iteration 12Q: 3 clusters Score -8971086 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8972011.000000 Penalty: 5347.704102
	Iteration 13Q: 3 clusters Score -8972011 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -8972497.000000 Penalty: 5347.704102
	Iteration 14Q: 3 clusters Score -8972497 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8972791.000000 Penalty: 5347.704102
	Iteration 15Q: 3 clusters Score -8972791 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8973020.000000 Penalty: 5347.704102
	Iteration 16Q: 3 clusters Score -8973020 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8973142.000000 Penalty: 5347.704102
	Iteration 17Q: 3 clusters Score -8973142 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8973269.000000 Penalty: 5347.704102
	Iteration 18Q: 3 clusters Score -8973269 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8973351.000000 Penalty: 5347.704102
	Iteration 19Q: 3 clusters Score -8973351 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8973398.000000 Penalty: 5347.704102
	Iteration 20F: 3 clusters Score -8973398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8973441.000000 Penalty: 5347.704102
	Iteration 21Q: 3 clusters Score -8973441 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8973443.000000 Penalty: 5347.704102
	Iteration 22Q: 3 clusters Score -8973443 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8973455.000000 Penalty: 5347.704102
	Iteration 23Q: 3 clusters Score -8973455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8973486.000000 Penalty: 5347.704102
	Iteration 24Q: 3 clusters Score -8973486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8973492.000000 Penalty: 5347.704102
	Iteration 25Q: 3 clusters Score -8973492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8973503.000000 Penalty: 5347.704102
	Iteration 26Q: 3 clusters Score -8973503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8973524.000000 Penalty: 5347.704102
	Iteration 27Q: 3 clusters Score -8973524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8973528.000000 Penalty: 5347.704102
	Iteration 28Q: 3 clusters Score -8973528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8973525.000000 Penalty: 5347.704102
	Iteration 29Q: 3 clusters Score -8973525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8973537.000000 Penalty: 5347.704102
	Iteration 30Q: 3 clusters Score -8973537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8973545.000000 Penalty: 5347.704102
	Iteration 31Q: 3 clusters Score -8973545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8973548.000000 Penalty: 5347.704102
	Iteration 32Q: 3 clusters Score -8973548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8973556.000000 Penalty: 5347.704102
	Iteration 33Q: 3 clusters Score -8973556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8973555.000000 Penalty: 5347.704102
	Iteration 34Q: 3 clusters Score -8973555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8973558.000000 Penalty: 5347.704102
	Iteration 35Q: 3 clusters Score -8973558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8973564.000000 Penalty: 5347.704102
	Iteration 36Q: 3 clusters Score -8973564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8973560.000000 Penalty: 5347.704102
	Iteration 37Q: 3 clusters Score -8973560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8973558.000000 Penalty: 5347.704102
	Iteration 38Q: 3 clusters Score -8973558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8973566.000000 Penalty: 5347.704102
	Iteration 39Q: 3 clusters Score -8973566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8973563.000000 Penalty: 5347.704102
	Iteration 40F: 3 clusters Score -8973563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -24877.449219 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -24877.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23793.369141 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -23793.37 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23985.226562 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -23985.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24077.851562 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -24077.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24218.896484 Penalty: 2856.415283
	Iteration 3F: 3 clusters Score -24218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24253.728516 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -24253.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24261.951172 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -24261.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24282.433594 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -24282.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24291.779297 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -24291.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24307.054688 Penalty: 2856.415283
	Iteration 8Q: 3 clusters Score -24307.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24307.054688 Penalty: 2856.415283
	Iteration 9F: 3 clusters Score -24307.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -302687.187500 Penalty: 1856.123413
	Iteration 0F: 2 clusters Score -302687.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -300221.562500 Penalty: 3712.246826
	Iteration 0F: 3 clusters Score -300221.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -300778.250000 Penalty: 3712.246826
	Iteration 1F: 3 clusters Score -300778.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -301022.156250 Penalty: 3712.246826
	Iteration 2F: 3 clusters Score -301022.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -301180.687500 Penalty: 3712.246826
	Iteration 3F: 3 clusters Score -301180.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -301307.062500 Penalty: 3712.246826
	Iteration 4F: 3 clusters Score -301307.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -301390.843750 Penalty: 3712.246826
	Iteration 5Q: 3 clusters Score -301390.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -301447.843750 Penalty: 3712.246826
	Iteration 6Q: 3 clusters Score -301447.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -301498.156250 Penalty: 3712.246826
	Iteration 7Q: 3 clusters Score -301498.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -301544.593750 Penalty: 3712.246826
	Iteration 8Q: 3 clusters Score -301544.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -301573.812500 Penalty: 3712.246826
	Iteration 9Q: 3 clusters Score -301573.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -301592.781250 Penalty: 3712.246826
	Iteration 10Q: 3 clusters Score -301592.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -301609.375000 Penalty: 3712.246826
	Iteration 11Q: 3 clusters Score -301609.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -301622.843750 Penalty: 3712.246826
	Iteration 12Q: 3 clusters Score -301622.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -301638.968750 Penalty: 3712.246826
	Iteration 13Q: 3 clusters Score -301639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -301662.843750 Penalty: 3712.246826
	Iteration 14Q: 3 clusters Score -301662.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -301694.468750 Penalty: 3712.246826
	Iteration 15Q: 3 clusters Score -301694.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -301733.250000 Penalty: 3712.246826
	Iteration 16Q: 3 clusters Score -301733.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -301749.781250 Penalty: 3712.246826
	Iteration 17Q: 3 clusters Score -301749.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -301764.750000 Penalty: 3712.246826
	Iteration 18Q: 3 clusters Score -301764.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -301776.406250 Penalty: 3712.246826
	Iteration 19Q: 3 clusters Score -301776.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -301784.218750 Penalty: 3712.246826
	Iteration 20F: 3 clusters Score -301784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -301788.281250 Penalty: 3712.246826
	Iteration 21Q: 3 clusters Score -301788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -301790.093750 Penalty: 3712.246826
	Iteration 22Q: 3 clusters Score -301790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -301792.406250 Penalty: 3712.246826
	Iteration 23Q: 3 clusters Score -301792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -301798.187500 Penalty: 3712.246826
	Iteration 24Q: 3 clusters Score -301798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -301798.187500 Penalty: 3712.246826
	Iteration 25Q: 3 clusters Score -301798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -301798.187500 Penalty: 3712.246826
	Iteration 26F: 3 clusters Score -301798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -126987.015625 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -126987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -125296.875000 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -125296.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -125551.789062 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -125551.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -125655.125000 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -125655.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -125725.625000 Penalty: 3271.507080
	Iteration 3Q: 3 clusters Score -125725.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -125771.851562 Penalty: 3271.507080
	Iteration 4Q: 3 clusters Score -125771.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -125814.835938 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -125814.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -125833.867188 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -125833.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -125856.515625 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -125856.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -125874.960938 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -125875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -125883.328125 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -125883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -125884.195312 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -125884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -125884.195312 Penalty: 3271.507080
	Iteration 11F: 3 clusters Score -125884.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Entering Unmasked Estep 
Score: -5403374.000000 Penalty: 2556.570801
	Iteration 0F: 2 clusters Score -5403374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -5382892.000000 Penalty: 5113.141602
	Iteration 0F: 3 clusters Score -5382892 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -5390232.000000 Penalty: 5113.141602
	Iteration 1F: 3 clusters Score -5390232 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -5390820.000000 Penalty: 5113.141602
	Iteration 2Q: 3 clusters Score -5390820 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -5391380.500000 Penalty: 5113.141602
	Iteration 3Q: 3 clusters Score -5391380 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5391977.000000 Penalty: 5113.141602
	Iteration 4Q: 3 clusters Score -5391977 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -5392548.000000 Penalty: 5113.141602
	Iteration 5Q: 3 clusters Score -5392548 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -5393037.500000 Penalty: 5113.141602
	Iteration 6Q: 3 clusters Score -5393038 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -5393659.000000 Penalty: 5113.141602
	Iteration 7Q: 3 clusters Score -5393659 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -5394354.500000 Penalty: 5113.141602
	Iteration 8Q: 3 clusters Score -5394354 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -5395293.000000 Penalty: 5113.141602
	Iteration 9F: 3 clusters Score -5395293 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -5396403.000000 Penalty: 5113.141602
	Iteration 10F: 3 clusters Score -5396403 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -5397558.000000 Penalty: 5113.141602
	Iteration 11F: 3 clusters Score -5397558 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -5398666.500000 Penalty: 5113.141602
	Iteration 12Q: 3 clusters Score -5398666 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5399588.500000 Penalty: 5113.141602
	Iteration 13Q: 3 clusters Score -5399588 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5400417.000000 Penalty: 5113.141602
	Iteration 14Q: 3 clusters Score -5400417 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5400866.000000 Penalty: 5113.141602
	Iteration 15Q: 3 clusters Score -5400866 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5401159.000000 Penalty: 5113.141602
	Iteration 16Q: 3 clusters Score -5401159 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5401346.500000 Penalty: 5113.141602
	Iteration 17Q: 3 clusters Score -5401346 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5401437.000000 Penalty: 5113.141602
	Iteration 18Q: 3 clusters Score -5401437 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5401479.500000 Penalty: 5113.141602
	Iteration 19Q: 3 clusters Score -5401480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5401516.000000 Penalty: 5113.141602
	Iteration 20F: 3 clusters Score -5401516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5401563.000000 Penalty: 5113.141602
	Iteration 21Q: 3 clusters Score -5401563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5401576.500000 Penalty: 5113.141602
	Iteration 22Q: 3 clusters Score -5401576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5401595.000000 Penalty: 5113.141602
	Iteration 23Q: 3 clusters Score -5401595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5401607.500000 Penalty: 5113.141602
	Iteration 24Q: 3 clusters Score -5401608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5401627.500000 Penalty: 5113.141602
	Iteration 25Q: 3 clusters Score -5401628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5401628.000000 Penalty: 5113.141602
	Iteration 26Q: 3 clusters Score -5401628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5401642.000000 Penalty: 5113.141602
	Iteration 27Q: 3 clusters Score -5401642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5401649.000000 Penalty: 5113.141602
	Iteration 28Q: 3 clusters Score -5401649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5401658.000000 Penalty: 5113.141602
	Iteration 29Q: 3 clusters Score -5401658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5401660.500000 Penalty: 5113.141602
	Iteration 30Q: 3 clusters Score -5401660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5401656.000000 Penalty: 5113.141602
	Iteration 31Q: 3 clusters Score -5401656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5401665.000000 Penalty: 5113.141602
	Iteration 32Q: 3 clusters Score -5401665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5401668.000000 Penalty: 5113.141602
	Iteration 33Q: 3 clusters Score -5401668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5401679.500000 Penalty: 5113.141602
	Iteration 34Q: 3 clusters Score -5401680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5401677.500000 Penalty: 5113.141602
	Iteration 35Q: 3 clusters Score -5401678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5401681.500000 Penalty: 5113.141602
	Iteration 36Q: 3 clusters Score -5401682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5401678.000000 Penalty: 5113.141602
	Iteration 37Q: 3 clusters Score -5401678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5401681.500000 Penalty: 5113.141602
	Iteration 38Q: 3 clusters Score -5401682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5401678.000000 Penalty: 5113.141602
	Iteration 39Q: 3 clusters Score -5401678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5401677.000000 Penalty: 5113.141602
	Iteration 40F: 3 clusters Score -5401677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5401680.000000 Penalty: 5113.141602
	Iteration 41Q: 3 clusters Score -5401680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5401678.000000 Penalty: 5113.141602
	Iteration 42Q: 3 clusters Score -5401678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5401683.500000 Penalty: 5113.141602
	Iteration 43Q: 3 clusters Score -5401684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5401684.000000 Penalty: 5113.141602
	Iteration 44Q: 3 clusters Score -5401684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5401684.000000 Penalty: 5113.141602
	Iteration 45Q: 3 clusters Score -5401684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5401684.500000 Penalty: 5113.141602
	Iteration 46Q: 3 clusters Score -5401684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5401685.500000 Penalty: 5113.141602
	Iteration 47Q: 3 clusters Score -5401686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5401689.500000 Penalty: 5113.141602
	Iteration 48Q: 3 clusters Score -5401690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5401688.000000 Penalty: 5113.141602
	Iteration 49Q: 3 clusters Score -5401688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5401687.500000 Penalty: 5113.141602
	Iteration 50Q: 3 clusters Score -5401688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5401700.000000 Penalty: 5113.141602
	Iteration 51Q: 3 clusters Score -5401700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5401704.500000 Penalty: 5113.141602
	Iteration 52Q: 3 clusters Score -5401704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5401699.000000 Penalty: 5113.141602
	Iteration 53Q: 3 clusters Score -5401699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5401706.000000 Penalty: 5113.141602
	Iteration 54Q: 3 clusters Score -5401706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5401709.000000 Penalty: 5113.141602
	Iteration 55Q: 3 clusters Score -5401709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5401709.500000 Penalty: 5113.141602
	Iteration 56Q: 3 clusters Score -5401710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5401703.500000 Penalty: 5113.141602
	Iteration 57Q: 3 clusters Score -5401704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5401709.000000 Penalty: 5113.141602
	Iteration 58Q: 3 clusters Score -5401709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5401709.000000 Penalty: 5113.141602
	Iteration 59F: 3 clusters Score -5401709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -248495.406250 Penalty: 1785.334961
	Iteration 0F: 2 clusters Score -248495.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -246299.031250 Penalty: 3570.669922
	Iteration 0F: 3 clusters Score -246299 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -246649.062500 Penalty: 3570.669922
	Iteration 1F: 3 clusters Score -246649.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -246738.921875 Penalty: 3570.669922
	Iteration 2F: 3 clusters Score -246738.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -246780.531250 Penalty: 3570.669922
	Iteration 3Q: 3 clusters Score -246780.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -246799.843750 Penalty: 3570.669922
	Iteration 4Q: 3 clusters Score -246799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -246810.703125 Penalty: 3570.669922
	Iteration 5Q: 3 clusters Score -246810.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -246820.531250 Penalty: 3570.669922
	Iteration 6Q: 3 clusters Score -246820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -246826.484375 Penalty: 3570.669922
	Iteration 7Q: 3 clusters Score -246826.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -246832.812500 Penalty: 3570.669922
	Iteration 8Q: 3 clusters Score -246832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -246837.765625 Penalty: 3570.669922
	Iteration 9Q: 3 clusters Score -246837.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -246842.078125 Penalty: 3570.669922
	Iteration 10Q: 3 clusters Score -246842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -246844.531250 Penalty: 3570.669922
	Iteration 11Q: 3 clusters Score -246844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -246846.281250 Penalty: 3570.669922
	Iteration 12Q: 3 clusters Score -246846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -246846.281250 Penalty: 3570.669922
	Iteration 13F: 3 clusters Score -246846.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -141038.484375 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -141038.5 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 458 members 
Entering Unmasked Estep 
Score: -139154.046875 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -139154 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -139454.671875 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -139454.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -139596.750000 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -139596.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -139680.640625 Penalty: 3374.538574
	Iteration 3Q: 3 clusters Score -139680.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -139742.140625 Penalty: 3374.538574
	Iteration 4Q: 3 clusters Score -139742.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -139802.375000 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -139802.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -139870.562500 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -139870.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -139932.765625 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -139932.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -140008.546875 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -140008.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -140053.453125 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -140053.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -140078.531250 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -140078.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -140100.328125 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -140100.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -140122.875000 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -140122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -140140.828125 Penalty: 3374.538574
	Iteration 13Q: 3 clusters Score -140140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -140149.781250 Penalty: 3374.538574
	Iteration 14Q: 3 clusters Score -140149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -140160.031250 Penalty: 3374.538574
	Iteration 15Q: 3 clusters Score -140160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -140163.234375 Penalty: 3374.538574
	Iteration 16Q: 3 clusters Score -140163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -140166.375000 Penalty: 3374.538574
	Iteration 17Q: 3 clusters Score -140166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -140168.593750 Penalty: 3374.538574
	Iteration 18Q: 3 clusters Score -140168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -140171.750000 Penalty: 3374.538574
	Iteration 19Q: 3 clusters Score -140171.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -140173.359375 Penalty: 3374.538574
	Iteration 20F: 3 clusters Score -140173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -140183.734375 Penalty: 3374.538574
	Iteration 21Q: 3 clusters Score -140183.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -140189.890625 Penalty: 3374.538574
	Iteration 22Q: 3 clusters Score -140189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -140194.078125 Penalty: 3374.538574
	Iteration 23Q: 3 clusters Score -140194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -140198.046875 Penalty: 3374.538574
	Iteration 24Q: 3 clusters Score -140198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -140199.234375 Penalty: 3374.538574
	Iteration 25Q: 3 clusters Score -140199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -140199.234375 Penalty: 3374.538574
	Iteration 26F: 3 clusters Score -140199.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Entering Unmasked Estep 
Score: -7822447.500000 Penalty: 2641.549072
	Iteration 0F: 2 clusters Score -7822448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -7794135.500000 Penalty: 5283.098145
	Iteration 0F: 3 clusters Score -7794136 nChanged 19484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -7805210.000000 Penalty: 5283.098145
	Iteration 1F: 3 clusters Score -7805210 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -7805984.000000 Penalty: 5283.098145
	Iteration 2Q: 3 clusters Score -7805984 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -7807099.000000 Penalty: 5283.098145
	Iteration 3F: 3 clusters Score -7807099 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -7808710.000000 Penalty: 5283.098145
	Iteration 4F: 3 clusters Score -7808710 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -7811294.000000 Penalty: 5283.098145
	Iteration 5F: 3 clusters Score -7811294 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -7814380.000000 Penalty: 5283.098145
	Iteration 6F: 3 clusters Score -7814380 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -7817200.500000 Penalty: 5283.098145
	Iteration 7F: 3 clusters Score -7817200 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -7819037.000000 Penalty: 5283.098145
	Iteration 8Q: 3 clusters Score -7819037 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -7819986.000000 Penalty: 5283.098145
	Iteration 9Q: 3 clusters Score -7819986 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -7820402.000000 Penalty: 5283.098145
	Iteration 10Q: 3 clusters Score -7820402 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -7820613.000000 Penalty: 5283.098145
	Iteration 11Q: 3 clusters Score -7820613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -7820686.500000 Penalty: 5283.098145
	Iteration 12Q: 3 clusters Score -7820686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -7820741.000000 Penalty: 5283.098145
	Iteration 13Q: 3 clusters Score -7820741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -7820772.000000 Penalty: 5283.098145
	Iteration 14Q: 3 clusters Score -7820772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -7820800.000000 Penalty: 5283.098145
	Iteration 15Q: 3 clusters Score -7820800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -7820835.000000 Penalty: 5283.098145
	Iteration 16Q: 3 clusters Score -7820835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -7820840.500000 Penalty: 5283.098145
	Iteration 17Q: 3 clusters Score -7820840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -7820849.000000 Penalty: 5283.098145
	Iteration 18Q: 3 clusters Score -7820849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -7820848.500000 Penalty: 5283.098145
	Iteration 19Q: 3 clusters Score -7820848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -7820861.500000 Penalty: 5283.098145
	Iteration 20F: 3 clusters Score -7820862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -7820865.500000 Penalty: 5283.098145
	Iteration 21Q: 3 clusters Score -7820866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -7820864.000000 Penalty: 5283.098145
	Iteration 22Q: 3 clusters Score -7820864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -7820858.000000 Penalty: 5283.098145
	Iteration 23Q: 3 clusters Score -7820858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -7820867.500000 Penalty: 5283.098145
	Iteration 24Q: 3 clusters Score -7820868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -7820862.000000 Penalty: 5283.098145
	Iteration 25Q: 3 clusters Score -7820862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -7820862.500000 Penalty: 5283.098145
	Iteration 26Q: 3 clusters Score -7820862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -7820863.000000 Penalty: 5283.098145
	Iteration 27Q: 3 clusters Score -7820863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -7820860.000000 Penalty: 5283.098145
	Iteration 28Q: 3 clusters Score -7820860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -7820860.000000 Penalty: 5283.098145
	Iteration 29F: 3 clusters Score -7820860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Entering Unmasked Estep 
Score: -7905425.000000 Penalty: 2643.321045
	Iteration 0F: 2 clusters Score -7905425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -7876734.000000 Penalty: 5286.642090
	Iteration 0F: 3 clusters Score -7876734 nChanged 19516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -7887480.000000 Penalty: 5286.642090
	Iteration 1F: 3 clusters Score -7887480 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -7888124.500000 Penalty: 5286.642090
	Iteration 2Q: 3 clusters Score -7888124 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -7888800.000000 Penalty: 5286.642090
	Iteration 3Q: 3 clusters Score -7888800 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -7889663.000000 Penalty: 5286.642090
	Iteration 4Q: 3 clusters Score -7889663 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -7890628.500000 Penalty: 5286.642090
	Iteration 5Q: 3 clusters Score -7890628 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -7891751.000000 Penalty: 5286.642090
	Iteration 6Q: 3 clusters Score -7891751 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -7893077.500000 Penalty: 5286.642090
	Iteration 7Q: 3 clusters Score -7893078 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -7894378.000000 Penalty: 5286.642090
	Iteration 8F: 3 clusters Score -7894378 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -7895597.000000 Penalty: 5286.642090
	Iteration 9Q: 3 clusters Score -7895597 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -7896616.000000 Penalty: 5286.642090
	Iteration 10Q: 3 clusters Score -7896616 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -7897456.500000 Penalty: 5286.642090
	Iteration 11Q: 3 clusters Score -7897456 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -7898089.500000 Penalty: 5286.642090
	Iteration 12Q: 3 clusters Score -7898090 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -7898545.500000 Penalty: 5286.642090
	Iteration 13Q: 3 clusters Score -7898546 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -7899034.000000 Penalty: 5286.642090
	Iteration 14Q: 3 clusters Score -7899034 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -7899544.500000 Penalty: 5286.642090
	Iteration 15Q: 3 clusters Score -7899544 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -7899919.000000 Penalty: 5286.642090
	Iteration 16Q: 3 clusters Score -7899919 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -7900329.000000 Penalty: 5286.642090
	Iteration 17Q: 3 clusters Score -7900329 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -7900746.000000 Penalty: 5286.642090
	Iteration 18Q: 3 clusters Score -7900746 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -7901145.500000 Penalty: 5286.642090
	Iteration 19Q: 3 clusters Score -7901146 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -7901525.000000 Penalty: 5286.642090
	Iteration 20F: 3 clusters Score -7901525 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -7901818.500000 Penalty: 5286.642090
	Iteration 21Q: 3 clusters Score -7901818 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7902114.500000 Penalty: 5286.642090
	Iteration 22Q: 3 clusters Score -7902114 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7902339.500000 Penalty: 5286.642090
	Iteration 23Q: 3 clusters Score -7902340 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7902502.000000 Penalty: 5286.642090
	Iteration 24Q: 3 clusters Score -7902502 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7902610.500000 Penalty: 5286.642090
	Iteration 25Q: 3 clusters Score -7902610 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7902729.000000 Penalty: 5286.642090
	Iteration 26Q: 3 clusters Score -7902729 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7902809.500000 Penalty: 5286.642090
	Iteration 27Q: 3 clusters Score -7902810 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7902870.000000 Penalty: 5286.642090
	Iteration 28Q: 3 clusters Score -7902870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7902944.500000 Penalty: 5286.642090
	Iteration 29Q: 3 clusters Score -7902944 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7903012.000000 Penalty: 5286.642090
	Iteration 30Q: 3 clusters Score -7903012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7903049.000000 Penalty: 5286.642090
	Iteration 31Q: 3 clusters Score -7903049 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7903104.000000 Penalty: 5286.642090
	Iteration 32Q: 3 clusters Score -7903104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7903141.500000 Penalty: 5286.642090
	Iteration 33Q: 3 clusters Score -7903142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7903152.000000 Penalty: 5286.642090
	Iteration 34Q: 3 clusters Score -7903152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7903174.500000 Penalty: 5286.642090
	Iteration 35Q: 3 clusters Score -7903174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7903192.500000 Penalty: 5286.642090
	Iteration 36Q: 3 clusters Score -7903192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7903197.500000 Penalty: 5286.642090
	Iteration 37Q: 3 clusters Score -7903198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7903217.000000 Penalty: 5286.642090
	Iteration 38Q: 3 clusters Score -7903217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7903227.500000 Penalty: 5286.642090
	Iteration 39Q: 3 clusters Score -7903228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7903242.500000 Penalty: 5286.642090
	Iteration 40F: 3 clusters Score -7903242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7903247.500000 Penalty: 5286.642090
	Iteration 41Q: 3 clusters Score -7903248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7903262.000000 Penalty: 5286.642090
	Iteration 42Q: 3 clusters Score -7903262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7903279.500000 Penalty: 5286.642090
	Iteration 43Q: 3 clusters Score -7903280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7903280.500000 Penalty: 5286.642090
	Iteration 44Q: 3 clusters Score -7903280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7903281.000000 Penalty: 5286.642090
	Iteration 45Q: 3 clusters Score -7903281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7903291.000000 Penalty: 5286.642090
	Iteration 46Q: 3 clusters Score -7903291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7903287.500000 Penalty: 5286.642090
	Iteration 47Q: 3 clusters Score -7903288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7903283.000000 Penalty: 5286.642090
	Iteration 48Q: 3 clusters Score -7903283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7903284.500000 Penalty: 5286.642090
	Iteration 49Q: 3 clusters Score -7903284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7903298.500000 Penalty: 5286.642090
	Iteration 50Q: 3 clusters Score -7903298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7903298.000000 Penalty: 5286.642090
	Iteration 51Q: 3 clusters Score -7903298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7903303.000000 Penalty: 5286.642090
	Iteration 52Q: 3 clusters Score -7903303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7903298.500000 Penalty: 5286.642090
	Iteration 53Q: 3 clusters Score -7903298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7903303.000000 Penalty: 5286.642090
	Iteration 54Q: 3 clusters Score -7903303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7903303.000000 Penalty: 5286.642090
	Iteration 55F: 3 clusters Score -7903303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -165947.109375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -165947.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -164048.796875 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -164048.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -164353.328125 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -164353.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -164447.781250 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -164447.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -164498.781250 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -164498.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -164535.437500 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -164535.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -164556.562500 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -164556.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -164576.015625 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -164576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -164585.250000 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -164585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -164605.828125 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -164605.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -164612.375000 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -164612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -164617.265625 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -164617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -164621.093750 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -164621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -164623.359375 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -164623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -164626.562500 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -164626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -164628.000000 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -164628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -164631.484375 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -164631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -164632.156250 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -164632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -164632.906250 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -164632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -164635.750000 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -164635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -164635.750000 Penalty: 3399.236328
	Iteration 19F: 3 clusters Score -164635.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Entering Unmasked Estep 
Score: -8063149.500000 Penalty: 2649.899902
	Iteration 0F: 2 clusters Score -8063150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -8033967.000000 Penalty: 5299.799805
	Iteration 0F: 3 clusters Score -8033967 nChanged 20187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -8045418.500000 Penalty: 5299.799805
	Iteration 1F: 3 clusters Score -8045418 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -8046329.000000 Penalty: 5299.799805
	Iteration 2Q: 3 clusters Score -8046329 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -8047625.500000 Penalty: 5299.799805
	Iteration 3Q: 3 clusters Score -8047626 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -8049066.500000 Penalty: 5299.799805
	Iteration 4Q: 3 clusters Score -8049066 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -8050717.500000 Penalty: 5299.799805
	Iteration 5F: 3 clusters Score -8050718 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -8052431.500000 Penalty: 5299.799805
	Iteration 6F: 3 clusters Score -8052432 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -8054000.000000 Penalty: 5299.799805
	Iteration 7F: 3 clusters Score -8054000 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -8055274.000000 Penalty: 5299.799805
	Iteration 8Q: 3 clusters Score -8055274 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -8056158.500000 Penalty: 5299.799805
	Iteration 9Q: 3 clusters Score -8056158 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -8056842.000000 Penalty: 5299.799805
	Iteration 10Q: 3 clusters Score -8056842 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -8057363.500000 Penalty: 5299.799805
	Iteration 11Q: 3 clusters Score -8057364 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -8057869.500000 Penalty: 5299.799805
	Iteration 12Q: 3 clusters Score -8057870 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -8058215.000000 Penalty: 5299.799805
	Iteration 13Q: 3 clusters Score -8058215 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -8058570.500000 Penalty: 5299.799805
	Iteration 14Q: 3 clusters Score -8058570 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -8058880.000000 Penalty: 5299.799805
	Iteration 15Q: 3 clusters Score -8058880 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -8059100.500000 Penalty: 5299.799805
	Iteration 16Q: 3 clusters Score -8059100 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -8059361.000000 Penalty: 5299.799805
	Iteration 17Q: 3 clusters Score -8059361 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -8059579.500000 Penalty: 5299.799805
	Iteration 18Q: 3 clusters Score -8059580 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -8059813.000000 Penalty: 5299.799805
	Iteration 19Q: 3 clusters Score -8059813 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -8060001.500000 Penalty: 5299.799805
	Iteration 20F: 3 clusters Score -8060002 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8060148.000000 Penalty: 5299.799805
	Iteration 21Q: 3 clusters Score -8060148 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8060242.000000 Penalty: 5299.799805
	Iteration 22Q: 3 clusters Score -8060242 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8060360.000000 Penalty: 5299.799805
	Iteration 23Q: 3 clusters Score -8060360 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8060429.500000 Penalty: 5299.799805
	Iteration 24Q: 3 clusters Score -8060430 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8060506.500000 Penalty: 5299.799805
	Iteration 25Q: 3 clusters Score -8060506 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8060562.500000 Penalty: 5299.799805
	Iteration 26Q: 3 clusters Score -8060562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8060633.000000 Penalty: 5299.799805
	Iteration 27Q: 3 clusters Score -8060633 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8060646.000000 Penalty: 5299.799805
	Iteration 28Q: 3 clusters Score -8060646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8060687.000000 Penalty: 5299.799805
	Iteration 29Q: 3 clusters Score -8060687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8060722.000000 Penalty: 5299.799805
	Iteration 30Q: 3 clusters Score -8060722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8060742.500000 Penalty: 5299.799805
	Iteration 31Q: 3 clusters Score -8060742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8060765.000000 Penalty: 5299.799805
	Iteration 32Q: 3 clusters Score -8060765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8060779.000000 Penalty: 5299.799805
	Iteration 33Q: 3 clusters Score -8060779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8060782.500000 Penalty: 5299.799805
	Iteration 34Q: 3 clusters Score -8060782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8060808.500000 Penalty: 5299.799805
	Iteration 35Q: 3 clusters Score -8060808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8060830.000000 Penalty: 5299.799805
	Iteration 36Q: 3 clusters Score -8060830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8060841.000000 Penalty: 5299.799805
	Iteration 37Q: 3 clusters Score -8060841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8060855.000000 Penalty: 5299.799805
	Iteration 38Q: 3 clusters Score -8060855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8060858.000000 Penalty: 5299.799805
	Iteration 39Q: 3 clusters Score -8060858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8060868.500000 Penalty: 5299.799805
	Iteration 40F: 3 clusters Score -8060868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8060865.000000 Penalty: 5299.799805
	Iteration 41Q: 3 clusters Score -8060865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8060877.000000 Penalty: 5299.799805
	Iteration 42Q: 3 clusters Score -8060877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8060881.000000 Penalty: 5299.799805
	Iteration 43Q: 3 clusters Score -8060881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8060882.500000 Penalty: 5299.799805
	Iteration 44Q: 3 clusters Score -8060882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8060892.000000 Penalty: 5299.799805
	Iteration 45Q: 3 clusters Score -8060892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8060886.000000 Penalty: 5299.799805
	Iteration 46Q: 3 clusters Score -8060886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8060895.000000 Penalty: 5299.799805
	Iteration 47Q: 3 clusters Score -8060895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8060891.000000 Penalty: 5299.799805
	Iteration 48Q: 3 clusters Score -8060891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8060898.000000 Penalty: 5299.799805
	Iteration 49Q: 3 clusters Score -8060898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8060896.500000 Penalty: 5299.799805
	Iteration 50Q: 3 clusters Score -8060896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8060896.500000 Penalty: 5299.799805
	Iteration 51F: 3 clusters Score -8060896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Entering Unmasked Estep 
Score: -8408126.000000 Penalty: 2658.768555
	Iteration 0F: 2 clusters Score -8408126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -8378368.500000 Penalty: 5317.537109
	Iteration 0F: 3 clusters Score -8378368 nChanged 20814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -8389649.000000 Penalty: 5317.537109
	Iteration 1F: 3 clusters Score -8389649 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -8390285.000000 Penalty: 5317.537109
	Iteration 2Q: 3 clusters Score -8390285 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -8390949.000000 Penalty: 5317.537109
	Iteration 3Q: 3 clusters Score -8390949 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -8391738.000000 Penalty: 5317.537109
	Iteration 4Q: 3 clusters Score -8391738 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -8392857.000000 Penalty: 5317.537109
	Iteration 5Q: 3 clusters Score -8392857 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -8394209.000000 Penalty: 5317.537109
	Iteration 6F: 3 clusters Score -8394209 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -8395913.000000 Penalty: 5317.537109
	Iteration 7F: 3 clusters Score -8395913 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -8398015.000000 Penalty: 5317.537109
	Iteration 8F: 3 clusters Score -8398015 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -8400312.000000 Penalty: 5317.537109
	Iteration 9F: 3 clusters Score -8400312 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -8402171.000000 Penalty: 5317.537109
	Iteration 10F: 3 clusters Score -8402171 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -8403107.000000 Penalty: 5317.537109
	Iteration 11Q: 3 clusters Score -8403107 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -8403564.000000 Penalty: 5317.537109
	Iteration 12Q: 3 clusters Score -8403564 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -8403880.000000 Penalty: 5317.537109
	Iteration 13Q: 3 clusters Score -8403880 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -8404078.000000 Penalty: 5317.537109
	Iteration 14Q: 3 clusters Score -8404078 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -8404215.000000 Penalty: 5317.537109
	Iteration 15Q: 3 clusters Score -8404215 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -8404334.000000 Penalty: 5317.537109
	Iteration 16Q: 3 clusters Score -8404334 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -8404396.000000 Penalty: 5317.537109
	Iteration 17Q: 3 clusters Score -8404396 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -8404448.000000 Penalty: 5317.537109
	Iteration 18Q: 3 clusters Score -8404448 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -8404483.000000 Penalty: 5317.537109
	Iteration 19Q: 3 clusters Score -8404483 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -8404533.000000 Penalty: 5317.537109
	Iteration 20F: 3 clusters Score -8404533 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -8404528.000000 Penalty: 5317.537109
	Iteration 21Q: 3 clusters Score -8404528 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -8404539.000000 Penalty: 5317.537109
	Iteration 22Q: 3 clusters Score -8404539 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -8404565.000000 Penalty: 5317.537109
	Iteration 23Q: 3 clusters Score -8404565 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -8404575.000000 Penalty: 5317.537109
	Iteration 24Q: 3 clusters Score -8404575 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -8404624.000000 Penalty: 5317.537109
	Iteration 25Q: 3 clusters Score -8404624 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -8404654.000000 Penalty: 5317.537109
	Iteration 26Q: 3 clusters Score -8404654 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -8404652.000000 Penalty: 5317.537109
	Iteration 27Q: 3 clusters Score -8404652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -8404653.000000 Penalty: 5317.537109
	Iteration 28Q: 3 clusters Score -8404653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -8404697.000000 Penalty: 5317.537109
	Iteration 29Q: 3 clusters Score -8404697 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -8404711.000000 Penalty: 5317.537109
	Iteration 30Q: 3 clusters Score -8404711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -8404714.000000 Penalty: 5317.537109
	Iteration 31Q: 3 clusters Score -8404714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -8404744.000000 Penalty: 5317.537109
	Iteration 32Q: 3 clusters Score -8404744 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -8404742.000000 Penalty: 5317.537109
	Iteration 33Q: 3 clusters Score -8404742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -8404747.000000 Penalty: 5317.537109
	Iteration 34Q: 3 clusters Score -8404747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -8404755.000000 Penalty: 5317.537109
	Iteration 35Q: 3 clusters Score -8404755 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -8404759.000000 Penalty: 5317.537109
	Iteration 36Q: 3 clusters Score -8404759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -8404773.000000 Penalty: 5317.537109
	Iteration 37Q: 3 clusters Score -8404773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -8404787.000000 Penalty: 5317.537109
	Iteration 38Q: 3 clusters Score -8404787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -8404796.000000 Penalty: 5317.537109
	Iteration 39Q: 3 clusters Score -8404796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -8404798.000000 Penalty: 5317.537109
	Iteration 40F: 3 clusters Score -8404798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -8404806.000000 Penalty: 5317.537109
	Iteration 41Q: 3 clusters Score -8404806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -8404797.000000 Penalty: 5317.537109
	Iteration 42Q: 3 clusters Score -8404797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -8404789.000000 Penalty: 5317.537109
	Iteration 43Q: 3 clusters Score -8404789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -8404806.000000 Penalty: 5317.537109
	Iteration 44Q: 3 clusters Score -8404806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -8404803.000000 Penalty: 5317.537109
	Iteration 45Q: 3 clusters Score -8404803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -8404810.000000 Penalty: 5317.537109
	Iteration 46Q: 3 clusters Score -8404810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -8404816.000000 Penalty: 5317.537109
	Iteration 47Q: 3 clusters Score -8404816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -8404809.000000 Penalty: 5317.537109
	Iteration 48Q: 3 clusters Score -8404809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -8404816.000000 Penalty: 5317.537109
	Iteration 49Q: 3 clusters Score -8404816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -8404812.000000 Penalty: 5317.537109
	Iteration 50Q: 3 clusters Score -8404812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -8404821.000000 Penalty: 5317.537109
	Iteration 51Q: 3 clusters Score -8404821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -8404813.000000 Penalty: 5317.537109
	Iteration 52Q: 3 clusters Score -8404813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -8404814.000000 Penalty: 5317.537109
	Iteration 53Q: 3 clusters Score -8404814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -8404821.000000 Penalty: 5317.537109
	Iteration 54Q: 3 clusters Score -8404821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -8404816.000000 Penalty: 5317.537109
	Iteration 55Q: 3 clusters Score -8404816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -8404823.000000 Penalty: 5317.537109
	Iteration 56Q: 3 clusters Score -8404823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -8404831.000000 Penalty: 5317.537109
	Iteration 57Q: 3 clusters Score -8404831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -8404839.000000 Penalty: 5317.537109
	Iteration 58Q: 3 clusters Score -8404839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -8404830.000000 Penalty: 5317.537109
	Iteration 59Q: 3 clusters Score -8404830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -8404833.000000 Penalty: 5317.537109
	Iteration 60F: 3 clusters Score -8404833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -8404841.000000 Penalty: 5317.537109
	Iteration 61Q: 3 clusters Score -8404841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -8404837.000000 Penalty: 5317.537109
	Iteration 62Q: 3 clusters Score -8404837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -8404853.000000 Penalty: 5317.537109
	Iteration 63Q: 3 clusters Score -8404853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -8404854.000000 Penalty: 5317.537109
	Iteration 64Q: 3 clusters Score -8404854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -8404862.000000 Penalty: 5317.537109
	Iteration 65Q: 3 clusters Score -8404862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -8404857.000000 Penalty: 5317.537109
	Iteration 66Q: 3 clusters Score -8404857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -8404866.000000 Penalty: 5317.537109
	Iteration 67Q: 3 clusters Score -8404866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -8404870.000000 Penalty: 5317.537109
	Iteration 68Q: 3 clusters Score -8404870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -8404864.000000 Penalty: 5317.537109
	Iteration 69Q: 3 clusters Score -8404864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -8404867.000000 Penalty: 5317.537109
	Iteration 70Q: 3 clusters Score -8404867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -8404874.000000 Penalty: 5317.537109
	Iteration 71Q: 3 clusters Score -8404874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -8404879.000000 Penalty: 5317.537109
	Iteration 72Q: 3 clusters Score -8404879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -8404882.000000 Penalty: 5317.537109
	Iteration 73Q: 3 clusters Score -8404882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -8404880.000000 Penalty: 5317.537109
	Iteration 74Q: 3 clusters Score -8404880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -8404877.000000 Penalty: 5317.537109
	Iteration 75Q: 3 clusters Score -8404877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -8404877.000000 Penalty: 5317.537109
	Iteration 76Q: 3 clusters Score -8404877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -8404869.000000 Penalty: 5317.537109
	Iteration 77Q: 3 clusters Score -8404869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -8404864.000000 Penalty: 5317.537109
	Iteration 78Q: 3 clusters Score -8404864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -8404868.000000 Penalty: 5317.537109
	Iteration 79Q: 3 clusters Score -8404868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -8404877.000000 Penalty: 5317.537109
	Iteration 80F: 3 clusters Score -8404877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -8404876.000000 Penalty: 5317.537109
	Iteration 81Q: 3 clusters Score -8404876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -8404869.000000 Penalty: 5317.537109
	Iteration 82Q: 3 clusters Score -8404869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -8404869.000000 Penalty: 5317.537109
	Iteration 83Q: 3 clusters Score -8404869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -8404865.000000 Penalty: 5317.537109
	Iteration 84Q: 3 clusters Score -8404865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -8404868.000000 Penalty: 5317.537109
	Iteration 85Q: 3 clusters Score -8404868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -8404861.000000 Penalty: 5317.537109
	Iteration 86Q: 3 clusters Score -8404861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -8404864.000000 Penalty: 5317.537109
	Iteration 87Q: 3 clusters Score -8404864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -8404866.000000 Penalty: 5317.537109
	Iteration 88Q: 3 clusters Score -8404866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -8404863.000000 Penalty: 5317.537109
	Iteration 89Q: 3 clusters Score -8404863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -8404860.000000 Penalty: 5317.537109
	Iteration 90Q: 3 clusters Score -8404860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -8404864.000000 Penalty: 5317.537109
	Iteration 91Q: 3 clusters Score -8404864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -8404860.000000 Penalty: 5317.537109
	Iteration 92Q: 3 clusters Score -8404860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -8404859.000000 Penalty: 5317.537109
	Iteration 93Q: 3 clusters Score -8404859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -8404861.000000 Penalty: 5317.537109
	Iteration 94Q: 3 clusters Score -8404861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -8404859.000000 Penalty: 5317.537109
	Iteration 95Q: 3 clusters Score -8404859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -8404876.000000 Penalty: 5317.537109
	Iteration 96Q: 3 clusters Score -8404876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -8404867.000000 Penalty: 5317.537109
	Iteration 97Q: 3 clusters Score -8404867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -8404872.000000 Penalty: 5317.537109
	Iteration 98Q: 3 clusters Score -8404872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -8404877.000000 Penalty: 5317.537109
	Iteration 99Q: 3 clusters Score -8404877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -8404877.000000 Penalty: 5317.537109
	Iteration 100F: 3 clusters Score -8404877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Entering Unmasked Estep 
Score: -8660450.000000 Penalty: 2663.105713
	Iteration 0F: 2 clusters Score -8660450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -8631500.000000 Penalty: 5326.211426
	Iteration 0F: 3 clusters Score -8631500 nChanged 21170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -8643007.000000 Penalty: 5326.211426
	Iteration 1F: 3 clusters Score -8643007 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -8643506.000000 Penalty: 5326.211426
	Iteration 2Q: 3 clusters Score -8643506 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -8643857.000000 Penalty: 5326.211426
	Iteration 3Q: 3 clusters Score -8643857 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -8644250.000000 Penalty: 5326.211426
	Iteration 4Q: 3 clusters Score -8644250 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -8644598.000000 Penalty: 5326.211426
	Iteration 5Q: 3 clusters Score -8644598 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -8644976.000000 Penalty: 5326.211426
	Iteration 6Q: 3 clusters Score -8644976 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -8645389.000000 Penalty: 5326.211426
	Iteration 7Q: 3 clusters Score -8645389 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -8646018.000000 Penalty: 5326.211426
	Iteration 8Q: 3 clusters Score -8646018 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -8646853.000000 Penalty: 5326.211426
	Iteration 9Q: 3 clusters Score -8646853 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -8648045.000000 Penalty: 5326.211426
	Iteration 10Q: 3 clusters Score -8648045 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -8649676.000000 Penalty: 5326.211426
	Iteration 11F: 3 clusters Score -8649676 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -8651758.000000 Penalty: 5326.211426
	Iteration 12F: 3 clusters Score -8651758 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -8654074.000000 Penalty: 5326.211426
	Iteration 13F: 3 clusters Score -8654074 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -8656139.000000 Penalty: 5326.211426
	Iteration 14F: 3 clusters Score -8656139 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8657262.000000 Penalty: 5326.211426
	Iteration 15Q: 3 clusters Score -8657262 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8657829.000000 Penalty: 5326.211426
	Iteration 16Q: 3 clusters Score -8657829 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8658051.000000 Penalty: 5326.211426
	Iteration 17Q: 3 clusters Score -8658051 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8658154.000000 Penalty: 5326.211426
	Iteration 18Q: 3 clusters Score -8658154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8658206.000000 Penalty: 5326.211426
	Iteration 19Q: 3 clusters Score -8658206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8658248.000000 Penalty: 5326.211426
	Iteration 20F: 3 clusters Score -8658248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8658295.000000 Penalty: 5326.211426
	Iteration 21Q: 3 clusters Score -8658295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8658328.000000 Penalty: 5326.211426
	Iteration 22Q: 3 clusters Score -8658328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8658334.000000 Penalty: 5326.211426
	Iteration 23Q: 3 clusters Score -8658334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8658338.000000 Penalty: 5326.211426
	Iteration 24Q: 3 clusters Score -8658338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8658350.000000 Penalty: 5326.211426
	Iteration 25Q: 3 clusters Score -8658350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8658352.000000 Penalty: 5326.211426
	Iteration 26Q: 3 clusters Score -8658352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8658353.000000 Penalty: 5326.211426
	Iteration 27Q: 3 clusters Score -8658353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8658353.000000 Penalty: 5326.211426
	Iteration 28F: 3 clusters Score -8658353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Entering Unmasked Estep 
Score: -8645798.000000 Penalty: 2668.286865
	Iteration 0F: 2 clusters Score -8645798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -8615058.000000 Penalty: 5336.573730
	Iteration 0F: 3 clusters Score -8615058 nChanged 21872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -8626991.000000 Penalty: 5336.573730
	Iteration 1F: 3 clusters Score -8626991 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -8627451.000000 Penalty: 5336.573730
	Iteration 2Q: 3 clusters Score -8627451 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -8627934.000000 Penalty: 5336.573730
	Iteration 3Q: 3 clusters Score -8627934 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -8628571.000000 Penalty: 5336.573730
	Iteration 4Q: 3 clusters Score -8628571 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -8629494.000000 Penalty: 5336.573730
	Iteration 5Q: 3 clusters Score -8629494 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -8630926.000000 Penalty: 5336.573730
	Iteration 6F: 3 clusters Score -8630926 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -8633153.000000 Penalty: 5336.573730
	Iteration 7F: 3 clusters Score -8633153 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -8636505.000000 Penalty: 5336.573730
	Iteration 8F: 3 clusters Score -8636505 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -8640094.000000 Penalty: 5336.573730
	Iteration 9F: 3 clusters Score -8640094 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8642171.000000 Penalty: 5336.573730
	Iteration 10F: 3 clusters Score -8642171 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8642939.000000 Penalty: 5336.573730
	Iteration 11Q: 3 clusters Score -8642939 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8643198.000000 Penalty: 5336.573730
	Iteration 12Q: 3 clusters Score -8643198 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8643315.000000 Penalty: 5336.573730
	Iteration 13Q: 3 clusters Score -8643315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8643388.000000 Penalty: 5336.573730
	Iteration 14Q: 3 clusters Score -8643388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8643405.000000 Penalty: 5336.573730
	Iteration 15Q: 3 clusters Score -8643405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8643424.000000 Penalty: 5336.573730
	Iteration 16Q: 3 clusters Score -8643424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8643423.000000 Penalty: 5336.573730
	Iteration 17Q: 3 clusters Score -8643423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8643435.000000 Penalty: 5336.573730
	Iteration 18Q: 3 clusters Score -8643435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8643440.000000 Penalty: 5336.573730
	Iteration 19Q: 3 clusters Score -8643440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8643447.000000 Penalty: 5336.573730
	Iteration 20F: 3 clusters Score -8643447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8643451.000000 Penalty: 5336.573730
	Iteration 21Q: 3 clusters Score -8643451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8643459.000000 Penalty: 5336.573730
	Iteration 22Q: 3 clusters Score -8643459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8643454.000000 Penalty: 5336.573730
	Iteration 23Q: 3 clusters Score -8643454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8643457.000000 Penalty: 5336.573730
	Iteration 24Q: 3 clusters Score -8643457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8643457.000000 Penalty: 5336.573730
	Iteration 25F: 3 clusters Score -8643457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -61183.289062 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -61183.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59852.851562 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -59852.85 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60035.136719 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -60035.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60113.781250 Penalty: 2975.472656
	Iteration 2Q: 3 clusters Score -60113.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60157.542969 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -60157.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60178.773438 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -60178.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60178.773438 Penalty: 2975.472656
	Iteration 5F: 3 clusters Score -60178.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Entering Unmasked Estep 
Score: -8600139.000000 Penalty: 2661.009033
	Iteration 0F: 2 clusters Score -8600139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -8571405.000000 Penalty: 5322.018066
	Iteration 0F: 3 clusters Score -8571405 nChanged 21097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -8582907.000000 Penalty: 5322.018066
	Iteration 1F: 3 clusters Score -8582907 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -8583372.000000 Penalty: 5322.018066
	Iteration 2Q: 3 clusters Score -8583372 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -8583966.000000 Penalty: 5322.018066
	Iteration 3Q: 3 clusters Score -8583966 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -8584623.000000 Penalty: 5322.018066
	Iteration 4Q: 3 clusters Score -8584623 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -8585475.000000 Penalty: 5322.018066
	Iteration 5Q: 3 clusters Score -8585475 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -8586592.000000 Penalty: 5322.018066
	Iteration 6Q: 3 clusters Score -8586592 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -8587870.000000 Penalty: 5322.018066
	Iteration 7F: 3 clusters Score -8587870 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -8589362.000000 Penalty: 5322.018066
	Iteration 8F: 3 clusters Score -8589362 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -8591135.000000 Penalty: 5322.018066
	Iteration 9F: 3 clusters Score -8591135 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -8592824.000000 Penalty: 5322.018066
	Iteration 10Q: 3 clusters Score -8592824 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -8594358.000000 Penalty: 5322.018066
	Iteration 11Q: 3 clusters Score -8594358 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -8595532.000000 Penalty: 5322.018066
	Iteration 12Q: 3 clusters Score -8595532 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -8596176.000000 Penalty: 5322.018066
	Iteration 13Q: 3 clusters Score -8596176 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -8596573.000000 Penalty: 5322.018066
	Iteration 14Q: 3 clusters Score -8596573 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -8596783.000000 Penalty: 5322.018066
	Iteration 15Q: 3 clusters Score -8596783 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -8596962.000000 Penalty: 5322.018066
	Iteration 16Q: 3 clusters Score -8596962 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -8597105.000000 Penalty: 5322.018066
	Iteration 17Q: 3 clusters Score -8597105 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -8597293.000000 Penalty: 5322.018066
	Iteration 18Q: 3 clusters Score -8597293 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -8597461.000000 Penalty: 5322.018066
	Iteration 19Q: 3 clusters Score -8597461 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -8597589.000000 Penalty: 5322.018066
	Iteration 20F: 3 clusters Score -8597589 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -8597758.000000 Penalty: 5322.018066
	Iteration 21Q: 3 clusters Score -8597758 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -8597904.000000 Penalty: 5322.018066
	Iteration 22Q: 3 clusters Score -8597904 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -8598007.000000 Penalty: 5322.018066
	Iteration 23Q: 3 clusters Score -8598007 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -8598117.000000 Penalty: 5322.018066
	Iteration 24Q: 3 clusters Score -8598117 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -8598174.000000 Penalty: 5322.018066
	Iteration 25Q: 3 clusters Score -8598174 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -8598229.000000 Penalty: 5322.018066
	Iteration 26Q: 3 clusters Score -8598229 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -8598270.000000 Penalty: 5322.018066
	Iteration 27Q: 3 clusters Score -8598270 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8598271.000000 Penalty: 5322.018066
	Iteration 28Q: 3 clusters Score -8598271 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -8598333.000000 Penalty: 5322.018066
	Iteration 29Q: 3 clusters Score -8598333 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -8598302.000000 Penalty: 5322.018066
	Iteration 30Q: 3 clusters Score -8598302 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8598284.000000 Penalty: 5322.018066
	Iteration 31Q: 3 clusters Score -8598284 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8598255.000000 Penalty: 5322.018066
	Iteration 32Q: 3 clusters Score -8598255 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8598231.000000 Penalty: 5322.018066
	Iteration 33Q: 3 clusters Score -8598231 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -8598222.000000 Penalty: 5322.018066
	Iteration 34Q: 3 clusters Score -8598222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -8598227.000000 Penalty: 5322.018066
	Iteration 35Q: 3 clusters Score -8598227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -8598231.000000 Penalty: 5322.018066
	Iteration 36Q: 3 clusters Score -8598231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -8598233.000000 Penalty: 5322.018066
	Iteration 37Q: 3 clusters Score -8598233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -8598244.000000 Penalty: 5322.018066
	Iteration 38Q: 3 clusters Score -8598244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -8598228.000000 Penalty: 5322.018066
	Iteration 39Q: 3 clusters Score -8598228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -8598241.000000 Penalty: 5322.018066
	Iteration 40F: 3 clusters Score -8598241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -8598231.000000 Penalty: 5322.018066
	Iteration 41Q: 3 clusters Score -8598231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -8598231.000000 Penalty: 5322.018066
	Iteration 42Q: 3 clusters Score -8598231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8598239.000000 Penalty: 5322.018066
	Iteration 43Q: 3 clusters Score -8598239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -8598233.000000 Penalty: 5322.018066
	Iteration 44Q: 3 clusters Score -8598233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8598241.000000 Penalty: 5322.018066
	Iteration 45Q: 3 clusters Score -8598241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -8598232.000000 Penalty: 5322.018066
	Iteration 46Q: 3 clusters Score -8598232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -8598232.000000 Penalty: 5322.018066
	Iteration 47Q: 3 clusters Score -8598232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -8598235.000000 Penalty: 5322.018066
	Iteration 48Q: 3 clusters Score -8598235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8598233.000000 Penalty: 5322.018066
	Iteration 49Q: 3 clusters Score -8598233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -8598233.000000 Penalty: 5322.018066
	Iteration 50Q: 3 clusters Score -8598233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -8598230.000000 Penalty: 5322.018066
	Iteration 51Q: 3 clusters Score -8598230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -8598230.000000 Penalty: 5322.018066
	Iteration 52Q: 3 clusters Score -8598230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -8598238.000000 Penalty: 5322.018066
	Iteration 53Q: 3 clusters Score -8598238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -8598238.000000 Penalty: 5322.018066
	Iteration 54F: 3 clusters Score -8598238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44481 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46165 members 
Mstep: Class 6 contains 50123 members 
Mstep: Class 7 contains 44411 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48130 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42252 members 
Mstep: Class 17 contains 42555 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43699 members 
Mstep: Class 20 contains 45290 members 
Mstep: Class 21 contains 46089 members 
Mstep: Class 22 contains 47062 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696648.000000 Penalty: 79037.695312
Iteration 439Q: 25 clusters Score -1.066966e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44477 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46162 members 
Mstep: Class 6 contains 50127 members 
Mstep: Class 7 contains 44412 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48134 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29993 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42249 members 
Mstep: Class 17 contains 42553 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43699 members 
Mstep: Class 20 contains 45287 members 
Mstep: Class 21 contains 46090 members 
Mstep: Class 22 contains 47069 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696688.000000 Penalty: 79037.695312
Iteration 440F: 25 clusters Score -1.066967e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44480 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46167 members 
Mstep: Class 6 contains 50122 members 
Mstep: Class 7 contains 44410 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48142 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29992 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42251 members 
Mstep: Class 17 contains 42546 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43698 members 
Mstep: Class 20 contains 45285 members 
Mstep: Class 21 contains 46088 members 
Mstep: Class 22 contains 47077 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696472.000000 Penalty: 79037.695312
Iteration 441Q: 25 clusters Score -1.066965e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44474 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46164 members 
Mstep: Class 6 contains 50130 members 
Mstep: Class 7 contains 44409 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48138 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29992 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42256 members 
Mstep: Class 17 contains 42540 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43698 members 
Mstep: Class 20 contains 45287 members 
Mstep: Class 21 contains 46094 members 
Mstep: Class 22 contains 47080 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696520.000000 Penalty: 79037.695312
Iteration 442Q: 25 clusters Score -1.066965e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44473 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46168 members 
Mstep: Class 6 contains 50130 members 
Mstep: Class 7 contains 44407 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48143 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42254 members 
Mstep: Class 17 contains 42530 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43692 members 
Mstep: Class 20 contains 45287 members 
Mstep: Class 21 contains 46101 members 
Mstep: Class 22 contains 47082 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696344.000000 Penalty: 79037.695312
Iteration 443Q: 25 clusters Score -1.066963e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44468 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46172 members 
Mstep: Class 6 contains 50130 members 
Mstep: Class 7 contains 44404 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48137 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29997 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42248 members 
Mstep: Class 17 contains 42522 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43689 members 
Mstep: Class 20 contains 45294 members 
Mstep: Class 21 contains 46111 members 
Mstep: Class 22 contains 47091 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696336.000000 Penalty: 79037.695312
Iteration 444Q: 25 clusters Score -1.066963e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44469 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46171 members 
Mstep: Class 6 contains 50127 members 
Mstep: Class 7 contains 44402 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48146 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29999 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42254 members 
Mstep: Class 17 contains 42514 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 43691 members 
Mstep: Class 20 contains 45294 members 
Mstep: Class 21 contains 46105 members 
Mstep: Class 22 contains 47092 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696344.000000 Penalty: 79037.695312
Iteration 445Q: 25 clusters Score -1.066963e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44466 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46167 members 
Mstep: Class 6 contains 50125 members 
Mstep: Class 7 contains 44409 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48140 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42255 members 
Mstep: Class 17 contains 42507 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 43690 members 
Mstep: Class 20 contains 45295 members 
Mstep: Class 21 contains 46112 members 
Mstep: Class 22 contains 47096 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696512.000000 Penalty: 79037.695312
Iteration 446Q: 25 clusters Score -1.066965e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44466 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46168 members 
Mstep: Class 6 contains 50130 members 
Mstep: Class 7 contains 44407 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48143 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42253 members 
Mstep: Class 17 contains 42487 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43694 members 
Mstep: Class 20 contains 45293 members 
Mstep: Class 21 contains 46122 members 
Mstep: Class 22 contains 47099 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696488.000000 Penalty: 79037.695312
Iteration 447Q: 25 clusters Score -1.066965e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44466 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46168 members 
Mstep: Class 6 contains 50135 members 
Mstep: Class 7 contains 44402 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48163 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42254 members 
Mstep: Class 17 contains 42466 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43698 members 
Mstep: Class 20 contains 45288 members 
Mstep: Class 21 contains 46120 members 
Mstep: Class 22 contains 47100 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696480.000000 Penalty: 79037.695312
Iteration 448Q: 25 clusters Score -1.066965e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44461 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46165 members 
Mstep: Class 6 contains 50138 members 
Mstep: Class 7 contains 44403 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48169 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42256 members 
Mstep: Class 17 contains 42453 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43707 members 
Mstep: Class 20 contains 45283 members 
Mstep: Class 21 contains 46119 members 
Mstep: Class 22 contains 47097 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696512.000000 Penalty: 79037.695312
Iteration 449Q: 25 clusters Score -1.066965e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44453 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46165 members 
Mstep: Class 6 contains 50127 members 
Mstep: Class 7 contains 44401 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48170 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42258 members 
Mstep: Class 17 contains 42452 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43715 members 
Mstep: Class 20 contains 45282 members 
Mstep: Class 21 contains 46123 members 
Mstep: Class 22 contains 47094 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696424.000000 Penalty: 79037.695312
Iteration 450Q: 25 clusters Score -1.066964e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44453 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46163 members 
Mstep: Class 6 contains 50127 members 
Mstep: Class 7 contains 44398 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48177 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29999 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42260 members 
Mstep: Class 17 contains 42451 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43720 members 
Mstep: Class 20 contains 45283 members 
Mstep: Class 21 contains 46116 members 
Mstep: Class 22 contains 47091 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696576.000000 Penalty: 79037.695312
Iteration 451Q: 25 clusters Score -1.066966e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44456 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46161 members 
Mstep: Class 6 contains 50125 members 
Mstep: Class 7 contains 44392 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48186 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29999 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42261 members 
Mstep: Class 17 contains 42449 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43726 members 
Mstep: Class 20 contains 45279 members 
Mstep: Class 21 contains 46116 members 
Mstep: Class 22 contains 47092 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696584.000000 Penalty: 79037.695312
Iteration 452Q: 25 clusters Score -1.066966e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44458 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46157 members 
Mstep: Class 6 contains 50126 members 
Mstep: Class 7 contains 44389 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48192 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29999 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42261 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43731 members 
Mstep: Class 20 contains 45276 members 
Mstep: Class 21 contains 46109 members 
Mstep: Class 22 contains 47089 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696760.000000 Penalty: 79037.695312
Iteration 453Q: 25 clusters Score -1.066968e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44451 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46155 members 
Mstep: Class 6 contains 50139 members 
Mstep: Class 7 contains 44384 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48198 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29999 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42265 members 
Mstep: Class 17 contains 42451 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43736 members 
Mstep: Class 20 contains 45273 members 
Mstep: Class 21 contains 46103 members 
Mstep: Class 22 contains 47082 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696768.000000 Penalty: 79037.695312
Iteration 454Q: 25 clusters Score -1.066968e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46153 members 
Mstep: Class 6 contains 50143 members 
Mstep: Class 7 contains 44384 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48199 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42269 members 
Mstep: Class 17 contains 42448 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43743 members 
Mstep: Class 20 contains 45271 members 
Mstep: Class 21 contains 46107 members 
Mstep: Class 22 contains 47079 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696816.000000 Penalty: 79037.695312
Iteration 455Q: 25 clusters Score -1.066968e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44451 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46154 members 
Mstep: Class 6 contains 50139 members 
Mstep: Class 7 contains 44384 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48201 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42268 members 
Mstep: Class 17 contains 42452 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43747 members 
Mstep: Class 20 contains 45266 members 
Mstep: Class 21 contains 46116 members 
Mstep: Class 22 contains 47075 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696824.000000 Penalty: 79037.695312
Iteration 456Q: 25 clusters Score -1.066968e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44450 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46158 members 
Mstep: Class 6 contains 50133 members 
Mstep: Class 7 contains 44373 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48201 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29997 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42268 members 
Mstep: Class 17 contains 42448 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43751 members 
Mstep: Class 20 contains 45263 members 
Mstep: Class 21 contains 46122 members 
Mstep: Class 22 contains 47077 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696904.000000 Penalty: 79037.695312
Iteration 457Q: 25 clusters Score -1.066969e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44455 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46154 members 
Mstep: Class 6 contains 50126 members 
Mstep: Class 7 contains 44369 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48201 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29997 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42269 members 
Mstep: Class 17 contains 42452 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43752 members 
Mstep: Class 20 contains 45268 members 
Mstep: Class 21 contains 46127 members 
Mstep: Class 22 contains 47081 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696936.000000 Penalty: 79037.695312
Iteration 458Q: 25 clusters Score -1.066969e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44454 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46154 members 
Mstep: Class 6 contains 50133 members 
Mstep: Class 7 contains 44367 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48197 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29997 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42273 members 
Mstep: Class 17 contains 42447 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43758 members 
Mstep: Class 20 contains 45268 members 
Mstep: Class 21 contains 46134 members 
Mstep: Class 22 contains 47081 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696776.000000 Penalty: 79037.695312
Iteration 459Q: 25 clusters Score -1.066968e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44453 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46155 members 
Mstep: Class 6 contains 50130 members 
Mstep: Class 7 contains 44365 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48215 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42269 members 
Mstep: Class 17 contains 42442 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43759 members 
Mstep: Class 20 contains 45270 members 
Mstep: Class 21 contains 46132 members 
Mstep: Class 22 contains 47083 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696696.000000 Penalty: 79037.695312
Iteration 460F: 25 clusters Score -1.066967e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44453 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46154 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 44360 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48216 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42271 members 
Mstep: Class 17 contains 42446 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43760 members 
Mstep: Class 20 contains 45273 members 
Mstep: Class 21 contains 46131 members 
Mstep: Class 22 contains 47077 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696848.000000 Penalty: 79037.695312
Iteration 461Q: 25 clusters Score -1.066968e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44453 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46149 members 
Mstep: Class 6 contains 50130 members 
Mstep: Class 7 contains 44361 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48213 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29999 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42267 members 
Mstep: Class 17 contains 42451 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43760 members 
Mstep: Class 20 contains 45274 members 
Mstep: Class 21 contains 46137 members 
Mstep: Class 22 contains 47076 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696824.000000 Penalty: 79037.695312
Iteration 462Q: 25 clusters Score -1.066968e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44451 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46146 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 44360 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48222 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30000 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42266 members 
Mstep: Class 17 contains 42444 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43757 members 
Mstep: Class 20 contains 45279 members 
Mstep: Class 21 contains 46139 members 
Mstep: Class 22 contains 47074 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696800.000000 Penalty: 79037.695312
Iteration 463Q: 25 clusters Score -1.066968e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44451 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46149 members 
Mstep: Class 6 contains 50124 members 
Mstep: Class 7 contains 44358 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48235 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30000 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42264 members 
Mstep: Class 17 contains 42439 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43759 members 
Mstep: Class 20 contains 45281 members 
Mstep: Class 21 contains 46140 members 
Mstep: Class 22 contains 47070 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696784.000000 Penalty: 79037.695312
Iteration 464Q: 25 clusters Score -1.066968e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44452 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46148 members 
Mstep: Class 6 contains 50125 members 
Mstep: Class 7 contains 44361 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48236 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30000 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42260 members 
Mstep: Class 17 contains 42437 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43765 members 
Mstep: Class 20 contains 45279 members 
Mstep: Class 21 contains 46142 members 
Mstep: Class 22 contains 47069 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696736.000000 Penalty: 79037.695312
Iteration 465Q: 25 clusters Score -1.066967e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44455 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46144 members 
Mstep: Class 6 contains 50120 members 
Mstep: Class 7 contains 44364 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48238 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29998 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42260 members 
Mstep: Class 17 contains 42437 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43764 members 
Mstep: Class 20 contains 45280 members 
Mstep: Class 21 contains 46147 members 
Mstep: Class 22 contains 47072 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696792.000000 Penalty: 79037.695312
Iteration 466Q: 25 clusters Score -1.066968e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44457 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46142 members 
Mstep: Class 6 contains 50116 members 
Mstep: Class 7 contains 44368 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48232 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 29999 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42261 members 
Mstep: Class 17 contains 42442 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43762 members 
Mstep: Class 20 contains 45281 members 
Mstep: Class 21 contains 46148 members 
Mstep: Class 22 contains 47071 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696680.000000 Penalty: 79037.695312
Iteration 467Q: 25 clusters Score -1.066967e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44458 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46141 members 
Mstep: Class 6 contains 50113 members 
Mstep: Class 7 contains 44369 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48232 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30001 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42260 members 
Mstep: Class 17 contains 42446 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43757 members 
Mstep: Class 20 contains 45283 members 
Mstep: Class 21 contains 46148 members 
Mstep: Class 22 contains 47072 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696632.000000 Penalty: 79037.695312
Iteration 468Q: 25 clusters Score -1.066966e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44459 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46137 members 
Mstep: Class 6 contains 50117 members 
Mstep: Class 7 contains 44364 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48232 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30004 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42257 members 
Mstep: Class 17 contains 42450 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43758 members 
Mstep: Class 20 contains 45278 members 
Mstep: Class 21 contains 46154 members 
Mstep: Class 22 contains 47073 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696728.000000 Penalty: 79037.695312
Iteration 469Q: 25 clusters Score -1.066967e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44459 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46138 members 
Mstep: Class 6 contains 50106 members 
Mstep: Class 7 contains 44358 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48238 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30007 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42250 members 
Mstep: Class 17 contains 42454 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43756 members 
Mstep: Class 20 contains 45280 members 
Mstep: Class 21 contains 46161 members 
Mstep: Class 22 contains 47074 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696616.000000 Penalty: 79037.695312
Iteration 470Q: 25 clusters Score -1.066966e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44461 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46141 members 
Mstep: Class 6 contains 50100 members 
Mstep: Class 7 contains 44352 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48237 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30007 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42244 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43754 members 
Mstep: Class 20 contains 45281 members 
Mstep: Class 21 contains 46164 members 
Mstep: Class 22 contains 47075 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696728.000000 Penalty: 79037.695312
Iteration 471Q: 25 clusters Score -1.066967e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44459 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46141 members 
Mstep: Class 6 contains 50100 members 
Mstep: Class 7 contains 44344 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48238 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30004 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42235 members 
Mstep: Class 17 contains 42467 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43754 members 
Mstep: Class 20 contains 45279 members 
Mstep: Class 21 contains 46178 members 
Mstep: Class 22 contains 47079 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696728.000000 Penalty: 79037.695312
Iteration 472Q: 25 clusters Score -1.066967e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44455 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46143 members 
Mstep: Class 6 contains 50107 members 
Mstep: Class 7 contains 44336 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48246 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30002 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42234 members 
Mstep: Class 17 contains 42472 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43753 members 
Mstep: Class 20 contains 45274 members 
Mstep: Class 21 contains 46181 members 
Mstep: Class 22 contains 47078 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696648.000000 Penalty: 79037.695312
Iteration 473Q: 25 clusters Score -1.066966e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44452 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46138 members 
Mstep: Class 6 contains 50114 members 
Mstep: Class 7 contains 44332 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48253 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30004 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42238 members 
Mstep: Class 17 contains 42467 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43758 members 
Mstep: Class 20 contains 45269 members 
Mstep: Class 21 contains 46187 members 
Mstep: Class 22 contains 47074 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696624.000000 Penalty: 79037.695312
Iteration 474Q: 25 clusters Score -1.066966e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46138 members 
Mstep: Class 6 contains 50122 members 
Mstep: Class 7 contains 44325 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48258 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30004 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42239 members 
Mstep: Class 17 contains 42467 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43757 members 
Mstep: Class 20 contains 45268 members 
Mstep: Class 21 contains 46189 members 
Mstep: Class 22 contains 47072 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696696.000000 Penalty: 79037.695312
Iteration 475Q: 25 clusters Score -1.066967e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46138 members 
Mstep: Class 6 contains 50121 members 
Mstep: Class 7 contains 44321 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48255 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30004 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42238 members 
Mstep: Class 17 contains 42464 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43759 members 
Mstep: Class 20 contains 45267 members 
Mstep: Class 21 contains 46195 members 
Mstep: Class 22 contains 47070 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696664.000000 Penalty: 79037.695312
Iteration 476Q: 25 clusters Score -1.066967e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44447 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46139 members 
Mstep: Class 6 contains 50127 members 
Mstep: Class 7 contains 44316 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48262 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30004 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42240 members 
Mstep: Class 17 contains 42462 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43762 members 
Mstep: Class 20 contains 45257 members 
Mstep: Class 21 contains 46193 members 
Mstep: Class 22 contains 47072 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696664.000000 Penalty: 79037.695312
Iteration 477Q: 25 clusters Score -1.066967e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44441 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46135 members 
Mstep: Class 6 contains 50128 members 
Mstep: Class 7 contains 44319 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48268 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30004 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42242 members 
Mstep: Class 17 contains 42461 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43763 members 
Mstep: Class 20 contains 45251 members 
Mstep: Class 21 contains 46194 members 
Mstep: Class 22 contains 47075 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696608.000000 Penalty: 79037.695312
Iteration 478Q: 25 clusters Score -1.066966e+08 nChanged 92
Entering ConstructFrom: 
Score: -106696608.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -60334.726562 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -60334.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58856.792969 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -58856.79 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59190.039062 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -59190.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59354.406250 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -59354.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59435.238281 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -59435.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59476.230469 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -59476.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59497.476562 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -59497.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59565.214844 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -59565.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59609.828125 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -59609.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59663.769531 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -59663.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59689.175781 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -59689.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59700.570312 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -59700.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59709.058594 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -59709.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59709.058594 Penalty: 3120.618408
	Iteration 12F: 3 clusters Score -59709.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -66083.968750 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -66083.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -64885.699219 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -64885.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -65002.203125 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -65002.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -65064.457031 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -65064.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -65080.964844 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -65080.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -65086.347656 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -65086.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -65087.070312 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -65087.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -65087.070312 Penalty: 2838.898193
	Iteration 6F: 3 clusters Score -65087.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Entering Unmasked Estep 
Score: -8254777.500000 Penalty: 2654.069824
	Iteration 0F: 2 clusters Score -8254778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -8225703.000000 Penalty: 5308.139648
	Iteration 0F: 3 clusters Score -8225703 nChanged 20443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -8237717.500000 Penalty: 5308.139648
	Iteration 1F: 3 clusters Score -8237718 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -8239092.000000 Penalty: 5308.139648
	Iteration 2F: 3 clusters Score -8239092 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -8240826.500000 Penalty: 5308.139648
	Iteration 3F: 3 clusters Score -8240826 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -8242602.500000 Penalty: 5308.139648
	Iteration 4F: 3 clusters Score -8242602 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -8244570.000000 Penalty: 5308.139648
	Iteration 5F: 3 clusters Score -8244570 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -8246415.000000 Penalty: 5308.139648
	Iteration 6F: 3 clusters Score -8246415 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -8248263.000000 Penalty: 5308.139648
	Iteration 7F: 3 clusters Score -8248263 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -8249866.000000 Penalty: 5308.139648
	Iteration 8F: 3 clusters Score -8249866 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -8251007.000000 Penalty: 5308.139648
	Iteration 9Q: 3 clusters Score -8251007 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -8251608.000000 Penalty: 5308.139648
	Iteration 10Q: 3 clusters Score -8251608 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -8251977.500000 Penalty: 5308.139648
	Iteration 11Q: 3 clusters Score -8251978 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -8252280.000000 Penalty: 5308.139648
	Iteration 12Q: 3 clusters Score -8252280 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -8252518.500000 Penalty: 5308.139648
	Iteration 13Q: 3 clusters Score -8252518 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8252666.000000 Penalty: 5308.139648
	Iteration 14Q: 3 clusters Score -8252666 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -8252817.000000 Penalty: 5308.139648
	Iteration 15Q: 3 clusters Score -8252817 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -8252892.000000 Penalty: 5308.139648
	Iteration 16Q: 3 clusters Score -8252892 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -8252947.000000 Penalty: 5308.139648
	Iteration 17Q: 3 clusters Score -8252947 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -8252969.000000 Penalty: 5308.139648
	Iteration 18Q: 3 clusters Score -8252969 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -8253009.000000 Penalty: 5308.139648
	Iteration 19Q: 3 clusters Score -8253009 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -8253038.500000 Penalty: 5308.139648
	Iteration 20F: 3 clusters Score -8253038 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -8253042.000000 Penalty: 5308.139648
	Iteration 21Q: 3 clusters Score -8253042 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -8253063.500000 Penalty: 5308.139648
	Iteration 22Q: 3 clusters Score -8253064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -8253084.500000 Penalty: 5308.139648
	Iteration 23Q: 3 clusters Score -8253084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -8253084.000000 Penalty: 5308.139648
	Iteration 24Q: 3 clusters Score -8253084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -8253102.000000 Penalty: 5308.139648
	Iteration 25Q: 3 clusters Score -8253102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -8253097.500000 Penalty: 5308.139648
	Iteration 26Q: 3 clusters Score -8253098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -8253109.500000 Penalty: 5308.139648
	Iteration 27Q: 3 clusters Score -8253110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -8253107.000000 Penalty: 5308.139648
	Iteration 28Q: 3 clusters Score -8253107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -8253117.500000 Penalty: 5308.139648
	Iteration 29Q: 3 clusters Score -8253118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -8253109.000000 Penalty: 5308.139648
	Iteration 30Q: 3 clusters Score -8253109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -8253128.500000 Penalty: 5308.139648
	Iteration 31Q: 3 clusters Score -8253128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -8253133.000000 Penalty: 5308.139648
	Iteration 32Q: 3 clusters Score -8253133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -8253128.000000 Penalty: 5308.139648
	Iteration 33Q: 3 clusters Score -8253128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -8253140.000000 Penalty: 5308.139648
	Iteration 34Q: 3 clusters Score -8253140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -8253149.500000 Penalty: 5308.139648
	Iteration 35Q: 3 clusters Score -8253150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -8253167.000000 Penalty: 5308.139648
	Iteration 36Q: 3 clusters Score -8253167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -8253161.500000 Penalty: 5308.139648
	Iteration 37Q: 3 clusters Score -8253162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -8253158.000000 Penalty: 5308.139648
	Iteration 38Q: 3 clusters Score -8253158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -8253159.000000 Penalty: 5308.139648
	Iteration 39Q: 3 clusters Score -8253159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -8253150.000000 Penalty: 5308.139648
	Iteration 40F: 3 clusters Score -8253150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -8253151.000000 Penalty: 5308.139648
	Iteration 41Q: 3 clusters Score -8253151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -8253154.000000 Penalty: 5308.139648
	Iteration 42Q: 3 clusters Score -8253154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -8253149.500000 Penalty: 5308.139648
	Iteration 43Q: 3 clusters Score -8253150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -8253154.000000 Penalty: 5308.139648
	Iteration 44Q: 3 clusters Score -8253154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -8253151.000000 Penalty: 5308.139648
	Iteration 45Q: 3 clusters Score -8253151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -8253158.500000 Penalty: 5308.139648
	Iteration 46Q: 3 clusters Score -8253158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -8253150.000000 Penalty: 5308.139648
	Iteration 47Q: 3 clusters Score -8253150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -8253148.500000 Penalty: 5308.139648
	Iteration 48Q: 3 clusters Score -8253148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -8253138.500000 Penalty: 5308.139648
	Iteration 49Q: 3 clusters Score -8253138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -8253140.500000 Penalty: 5308.139648
	Iteration 50Q: 3 clusters Score -8253140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -8253149.500000 Penalty: 5308.139648
	Iteration 51Q: 3 clusters Score -8253150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -8253145.500000 Penalty: 5308.139648
	Iteration 52Q: 3 clusters Score -8253146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -8253145.500000 Penalty: 5308.139648
	Iteration 53Q: 3 clusters Score -8253146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -8253140.500000 Penalty: 5308.139648
	Iteration 54Q: 3 clusters Score -8253140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -8253143.000000 Penalty: 5308.139648
	Iteration 55Q: 3 clusters Score -8253143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -8253137.500000 Penalty: 5308.139648
	Iteration 56Q: 3 clusters Score -8253138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -8253135.500000 Penalty: 5308.139648
	Iteration 57Q: 3 clusters Score -8253136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -8253131.500000 Penalty: 5308.139648
	Iteration 58Q: 3 clusters Score -8253132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -8253131.000000 Penalty: 5308.139648
	Iteration 59Q: 3 clusters Score -8253131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -8253131.000000 Penalty: 5308.139648
	Iteration 60F: 3 clusters Score -8253131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -8253137.500000 Penalty: 5308.139648
	Iteration 61Q: 3 clusters Score -8253138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -8253140.000000 Penalty: 5308.139648
	Iteration 62Q: 3 clusters Score -8253140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -8253142.000000 Penalty: 5308.139648
	Iteration 63Q: 3 clusters Score -8253142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -8253148.500000 Penalty: 5308.139648
	Iteration 64Q: 3 clusters Score -8253148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -8253148.500000 Penalty: 5308.139648
	Iteration 65Q: 3 clusters Score -8253148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -8253137.500000 Penalty: 5308.139648
	Iteration 66Q: 3 clusters Score -8253138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -8253144.000000 Penalty: 5308.139648
	Iteration 67Q: 3 clusters Score -8253144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -8253149.500000 Penalty: 5308.139648
	Iteration 68Q: 3 clusters Score -8253150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -8253158.000000 Penalty: 5308.139648
	Iteration 69Q: 3 clusters Score -8253158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -8253158.000000 Penalty: 5308.139648
	Iteration 70Q: 3 clusters Score -8253158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -8253160.000000 Penalty: 5308.139648
	Iteration 71Q: 3 clusters Score -8253160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -8253166.500000 Penalty: 5308.139648
	Iteration 72Q: 3 clusters Score -8253166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -8253157.500000 Penalty: 5308.139648
	Iteration 73Q: 3 clusters Score -8253158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -8253161.500000 Penalty: 5308.139648
	Iteration 74Q: 3 clusters Score -8253162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -8253160.500000 Penalty: 5308.139648
	Iteration 75Q: 3 clusters Score -8253160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -8253160.500000 Penalty: 5308.139648
	Iteration 76F: 3 clusters Score -8253160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -152520.187500 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -152520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -150685.406250 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -150685.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -151068.796875 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -151068.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -151211.875000 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -151211.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -151291.812500 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -151291.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -151339.906250 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -151339.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -151393.734375 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -151393.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -151438.953125 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -151439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -151464.953125 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -151465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -151477.437500 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -151477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -151482.265625 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -151482.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -151497.171875 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -151497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -151545.140625 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -151545.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -151588.500000 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -151588.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -151610.203125 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -151610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -151621.359375 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -151621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -151633.671875 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -151633.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -151654.875000 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -151654.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -151672.453125 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -151672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -151684.015625 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -151684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -151692.937500 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -151692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -151700.859375 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -151700.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -151714.109375 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -151714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -151717.937500 Penalty: 3361.712646
	Iteration 22Q: 3 clusters Score -151717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -151721.500000 Penalty: 3361.712646
	Iteration 23Q: 3 clusters Score -151721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -151723.906250 Penalty: 3361.712646
	Iteration 24Q: 3 clusters Score -151723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -151730.734375 Penalty: 3361.712646
	Iteration 25Q: 3 clusters Score -151730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -151738.156250 Penalty: 3361.712646
	Iteration 26Q: 3 clusters Score -151738.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -151742.468750 Penalty: 3361.712646
	Iteration 27Q: 3 clusters Score -151742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -151745.328125 Penalty: 3361.712646
	Iteration 28Q: 3 clusters Score -151745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -151747.515625 Penalty: 3361.712646
	Iteration 29Q: 3 clusters Score -151747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -151749.562500 Penalty: 3361.712646
	Iteration 30Q: 3 clusters Score -151749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -151751.000000 Penalty: 3361.712646
	Iteration 31Q: 3 clusters Score -151751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -151752.937500 Penalty: 3361.712646
	Iteration 32Q: 3 clusters Score -151752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -151759.593750 Penalty: 3361.712646
	Iteration 33Q: 3 clusters Score -151759.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -151761.343750 Penalty: 3361.712646
	Iteration 34Q: 3 clusters Score -151761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -151762.234375 Penalty: 3361.712646
	Iteration 35Q: 3 clusters Score -151762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -151763.484375 Penalty: 3361.712646
	Iteration 36Q: 3 clusters Score -151763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -151765.421875 Penalty: 3361.712646
	Iteration 37Q: 3 clusters Score -151765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -151766.484375 Penalty: 3361.712646
	Iteration 38Q: 3 clusters Score -151766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -151766.484375 Penalty: 3361.712646
	Iteration 39F: 3 clusters Score -151766.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Entering Unmasked Estep 
Score: -8482135.000000 Penalty: 2663.326172
	Iteration 0F: 2 clusters Score -8482135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -8451613.000000 Penalty: 5326.652344
	Iteration 0F: 3 clusters Score -8451613 nChanged 21288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -8463080.000000 Penalty: 5326.652344
	Iteration 1F: 3 clusters Score -8463080 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -8463549.000000 Penalty: 5326.652344
	Iteration 2Q: 3 clusters Score -8463549 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -8464076.000000 Penalty: 5326.652344
	Iteration 3Q: 3 clusters Score -8464076 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -8464611.000000 Penalty: 5326.652344
	Iteration 4Q: 3 clusters Score -8464611 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -8465439.000000 Penalty: 5326.652344
	Iteration 5Q: 3 clusters Score -8465439 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -8466775.000000 Penalty: 5326.652344
	Iteration 6F: 3 clusters Score -8466775 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -8469021.000000 Penalty: 5326.652344
	Iteration 7F: 3 clusters Score -8469021 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -8472136.000000 Penalty: 5326.652344
	Iteration 8F: 3 clusters Score -8472136 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -8475561.000000 Penalty: 5326.652344
	Iteration 9F: 3 clusters Score -8475561 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8477996.000000 Penalty: 5326.652344
	Iteration 10F: 3 clusters Score -8477996 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8479106.000000 Penalty: 5326.652344
	Iteration 11Q: 3 clusters Score -8479106 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8479493.000000 Penalty: 5326.652344
	Iteration 12Q: 3 clusters Score -8479493 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8479655.000000 Penalty: 5326.652344
	Iteration 13Q: 3 clusters Score -8479655 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8479727.000000 Penalty: 5326.652344
	Iteration 14Q: 3 clusters Score -8479727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8479768.000000 Penalty: 5326.652344
	Iteration 15Q: 3 clusters Score -8479768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8479799.000000 Penalty: 5326.652344
	Iteration 16Q: 3 clusters Score -8479799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8479802.000000 Penalty: 5326.652344
	Iteration 17Q: 3 clusters Score -8479802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8479804.000000 Penalty: 5326.652344
	Iteration 18Q: 3 clusters Score -8479804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8479808.000000 Penalty: 5326.652344
	Iteration 19Q: 3 clusters Score -8479808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8479811.000000 Penalty: 5326.652344
	Iteration 20F: 3 clusters Score -8479811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8479809.000000 Penalty: 5326.652344
	Iteration 21Q: 3 clusters Score -8479809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8479819.000000 Penalty: 5326.652344
	Iteration 22Q: 3 clusters Score -8479819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8479819.000000 Penalty: 5326.652344
	Iteration 23Q: 3 clusters Score -8479819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8479826.000000 Penalty: 5326.652344
	Iteration 24Q: 3 clusters Score -8479826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8479836.000000 Penalty: 5326.652344
	Iteration 25Q: 3 clusters Score -8479836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8479836.000000 Penalty: 5326.652344
	Iteration 26F: 3 clusters Score -8479836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Entering Unmasked Estep 
Score: -9342445.000000 Penalty: 2683.939209
	Iteration 0F: 2 clusters Score -9342445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -9312620.000000 Penalty: 5367.878418
	Iteration 0F: 3 clusters Score -9312620 nChanged 23036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -9325281.000000 Penalty: 5367.878418
	Iteration 1F: 3 clusters Score -9325281 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -9325608.000000 Penalty: 5367.878418
	Iteration 2Q: 3 clusters Score -9325608 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -9325994.000000 Penalty: 5367.878418
	Iteration 3Q: 3 clusters Score -9325994 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -9326273.000000 Penalty: 5367.878418
	Iteration 4Q: 3 clusters Score -9326273 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -9326537.000000 Penalty: 5367.878418
	Iteration 5Q: 3 clusters Score -9326537 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -9326763.000000 Penalty: 5367.878418
	Iteration 6Q: 3 clusters Score -9326763 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -9327019.000000 Penalty: 5367.878418
	Iteration 7Q: 3 clusters Score -9327019 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -9327275.000000 Penalty: 5367.878418
	Iteration 8Q: 3 clusters Score -9327275 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -9327609.000000 Penalty: 5367.878418
	Iteration 9Q: 3 clusters Score -9327609 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -9328044.000000 Penalty: 5367.878418
	Iteration 10Q: 3 clusters Score -9328044 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -9328630.000000 Penalty: 5367.878418
	Iteration 11Q: 3 clusters Score -9328630 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -9329657.000000 Penalty: 5367.878418
	Iteration 12Q: 3 clusters Score -9329657 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -9331074.000000 Penalty: 5367.878418
	Iteration 13Q: 3 clusters Score -9331074 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -9332868.000000 Penalty: 5367.878418
	Iteration 14F: 3 clusters Score -9332868 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -9334861.000000 Penalty: 5367.878418
	Iteration 15F: 3 clusters Score -9334861 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -9336590.000000 Penalty: 5367.878418
	Iteration 16Q: 3 clusters Score -9336590 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -9337738.000000 Penalty: 5367.878418
	Iteration 17Q: 3 clusters Score -9337738 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -9338411.000000 Penalty: 5367.878418
	Iteration 18Q: 3 clusters Score -9338411 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -9338851.000000 Penalty: 5367.878418
	Iteration 19Q: 3 clusters Score -9338851 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -9339190.000000 Penalty: 5367.878418
	Iteration 20F: 3 clusters Score -9339190 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -9339400.000000 Penalty: 5367.878418
	Iteration 21Q: 3 clusters Score -9339400 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -9339538.000000 Penalty: 5367.878418
	Iteration 22Q: 3 clusters Score -9339538 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -9339681.000000 Penalty: 5367.878418
	Iteration 23Q: 3 clusters Score -9339681 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -9339789.000000 Penalty: 5367.878418
	Iteration 24Q: 3 clusters Score -9339789 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -9339828.000000 Penalty: 5367.878418
	Iteration 25Q: 3 clusters Score -9339828 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -9339960.000000 Penalty: 5367.878418
	Iteration 26Q: 3 clusters Score -9339960 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -9340011.000000 Penalty: 5367.878418
	Iteration 27Q: 3 clusters Score -9340011 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -9340030.000000 Penalty: 5367.878418
	Iteration 28Q: 3 clusters Score -9340030 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -9340048.000000 Penalty: 5367.878418
	Iteration 29Q: 3 clusters Score -9340048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -9340064.000000 Penalty: 5367.878418
	Iteration 30Q: 3 clusters Score -9340064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -9340089.000000 Penalty: 5367.878418
	Iteration 31Q: 3 clusters Score -9340089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -9340121.000000 Penalty: 5367.878418
	Iteration 32Q: 3 clusters Score -9340121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -9340150.000000 Penalty: 5367.878418
	Iteration 33Q: 3 clusters Score -9340150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -9340164.000000 Penalty: 5367.878418
	Iteration 34Q: 3 clusters Score -9340164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -9340171.000000 Penalty: 5367.878418
	Iteration 35Q: 3 clusters Score -9340171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -9340169.000000 Penalty: 5367.878418
	Iteration 36Q: 3 clusters Score -9340169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -9340170.000000 Penalty: 5367.878418
	Iteration 37Q: 3 clusters Score -9340170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -9340188.000000 Penalty: 5367.878418
	Iteration 38Q: 3 clusters Score -9340188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -9340188.000000 Penalty: 5367.878418
	Iteration 39Q: 3 clusters Score -9340188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -9340184.000000 Penalty: 5367.878418
	Iteration 40F: 3 clusters Score -9340184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -9340190.000000 Penalty: 5367.878418
	Iteration 41Q: 3 clusters Score -9340190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -9340197.000000 Penalty: 5367.878418
	Iteration 42Q: 3 clusters Score -9340197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -9340196.000000 Penalty: 5367.878418
	Iteration 43Q: 3 clusters Score -9340196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -9340196.000000 Penalty: 5367.878418
	Iteration 44Q: 3 clusters Score -9340196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -9340194.000000 Penalty: 5367.878418
	Iteration 45Q: 3 clusters Score -9340194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -9340192.000000 Penalty: 5367.878418
	Iteration 46Q: 3 clusters Score -9340192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -9340204.000000 Penalty: 5367.878418
	Iteration 47Q: 3 clusters Score -9340204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -9340204.000000 Penalty: 5367.878418
	Iteration 48F: 3 clusters Score -9340204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Entering Unmasked Estep 
Score: -8220334.000000 Penalty: 2653.365723
	Iteration 0F: 2 clusters Score -8220334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -8191188.000000 Penalty: 5306.731445
	Iteration 0F: 3 clusters Score -8191188 nChanged 20380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -8202542.000000 Penalty: 5306.731445
	Iteration 1F: 3 clusters Score -8202542 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -8203324.000000 Penalty: 5306.731445
	Iteration 2Q: 3 clusters Score -8203324 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -8204320.000000 Penalty: 5306.731445
	Iteration 3F: 3 clusters Score -8204320 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -8205757.000000 Penalty: 5306.731445
	Iteration 4F: 3 clusters Score -8205757 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -8207801.000000 Penalty: 5306.731445
	Iteration 5F: 3 clusters Score -8207801 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -8210748.500000 Penalty: 5306.731445
	Iteration 6F: 3 clusters Score -8210748 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -8214331.500000 Penalty: 5306.731445
	Iteration 7F: 3 clusters Score -8214332 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -8216989.500000 Penalty: 5306.731445
	Iteration 8F: 3 clusters Score -8216990 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -8217835.000000 Penalty: 5306.731445
	Iteration 9Q: 3 clusters Score -8217835 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -8218106.500000 Penalty: 5306.731445
	Iteration 10Q: 3 clusters Score -8218106 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -8218279.500000 Penalty: 5306.731445
	Iteration 11Q: 3 clusters Score -8218280 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -8218364.500000 Penalty: 5306.731445
	Iteration 12Q: 3 clusters Score -8218364 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -8218410.000000 Penalty: 5306.731445
	Iteration 13Q: 3 clusters Score -8218410 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -8218460.000000 Penalty: 5306.731445
	Iteration 14Q: 3 clusters Score -8218460 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -8218478.000000 Penalty: 5306.731445
	Iteration 15Q: 3 clusters Score -8218478 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -8218505.000000 Penalty: 5306.731445
	Iteration 16Q: 3 clusters Score -8218505 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -8218546.000000 Penalty: 5306.731445
	Iteration 17Q: 3 clusters Score -8218546 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -8218572.000000 Penalty: 5306.731445
	Iteration 18Q: 3 clusters Score -8218572 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -8218587.000000 Penalty: 5306.731445
	Iteration 19Q: 3 clusters Score -8218587 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -8218605.500000 Penalty: 5306.731445
	Iteration 20F: 3 clusters Score -8218606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -8218609.000000 Penalty: 5306.731445
	Iteration 21Q: 3 clusters Score -8218609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -8218611.500000 Penalty: 5306.731445
	Iteration 22Q: 3 clusters Score -8218612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -8218619.000000 Penalty: 5306.731445
	Iteration 23Q: 3 clusters Score -8218619 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -8218636.500000 Penalty: 5306.731445
	Iteration 24Q: 3 clusters Score -8218636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -8218627.500000 Penalty: 5306.731445
	Iteration 25Q: 3 clusters Score -8218628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -8218637.000000 Penalty: 5306.731445
	Iteration 26Q: 3 clusters Score -8218637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -8218632.500000 Penalty: 5306.731445
	Iteration 27Q: 3 clusters Score -8218632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -8218644.000000 Penalty: 5306.731445
	Iteration 28Q: 3 clusters Score -8218644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -8218646.000000 Penalty: 5306.731445
	Iteration 29Q: 3 clusters Score -8218646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -8218646.000000 Penalty: 5306.731445
	Iteration 30Q: 3 clusters Score -8218646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -8218645.500000 Penalty: 5306.731445
	Iteration 31Q: 3 clusters Score -8218646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -8218650.500000 Penalty: 5306.731445
	Iteration 32Q: 3 clusters Score -8218650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -8218654.000000 Penalty: 5306.731445
	Iteration 33Q: 3 clusters Score -8218654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -8218655.000000 Penalty: 5306.731445
	Iteration 34Q: 3 clusters Score -8218655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -8218644.500000 Penalty: 5306.731445
	Iteration 35Q: 3 clusters Score -8218644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -8218651.000000 Penalty: 5306.731445
	Iteration 36Q: 3 clusters Score -8218651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -8218655.500000 Penalty: 5306.731445
	Iteration 37Q: 3 clusters Score -8218656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -8218649.000000 Penalty: 5306.731445
	Iteration 38Q: 3 clusters Score -8218649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -8218646.500000 Penalty: 5306.731445
	Iteration 39Q: 3 clusters Score -8218646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -8218649.500000 Penalty: 5306.731445
	Iteration 40F: 3 clusters Score -8218650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -8218648.500000 Penalty: 5306.731445
	Iteration 41Q: 3 clusters Score -8218648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -8218657.000000 Penalty: 5306.731445
	Iteration 42Q: 3 clusters Score -8218657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -8218659.500000 Penalty: 5306.731445
	Iteration 43Q: 3 clusters Score -8218660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -8218660.000000 Penalty: 5306.731445
	Iteration 44Q: 3 clusters Score -8218660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -8218658.000000 Penalty: 5306.731445
	Iteration 45Q: 3 clusters Score -8218658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -8218661.000000 Penalty: 5306.731445
	Iteration 46Q: 3 clusters Score -8218661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -8218652.500000 Penalty: 5306.731445
	Iteration 47Q: 3 clusters Score -8218652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -8218665.500000 Penalty: 5306.731445
	Iteration 48Q: 3 clusters Score -8218666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -8218663.000000 Penalty: 5306.731445
	Iteration 49Q: 3 clusters Score -8218663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -8218664.000000 Penalty: 5306.731445
	Iteration 50Q: 3 clusters Score -8218664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -8218671.500000 Penalty: 5306.731445
	Iteration 51Q: 3 clusters Score -8218672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -8218664.000000 Penalty: 5306.731445
	Iteration 52Q: 3 clusters Score -8218664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -8218665.500000 Penalty: 5306.731445
	Iteration 53Q: 3 clusters Score -8218666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -8218665.000000 Penalty: 5306.731445
	Iteration 54Q: 3 clusters Score -8218665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -8218664.500000 Penalty: 5306.731445
	Iteration 55Q: 3 clusters Score -8218664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -8218664.500000 Penalty: 5306.731445
	Iteration 56F: 3 clusters Score -8218664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -104855.179688 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -104855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103160.812500 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -103160.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -103681.539062 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -103681.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -103948.828125 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -103948.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104148.625000 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -104148.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104320.015625 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -104320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104399.437500 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -104399.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104465.468750 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -104465.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104509.437500 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -104509.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104544.187500 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -104544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104564.515625 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -104564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -104573.664062 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -104573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104581.117188 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -104581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104592.250000 Penalty: 3303.009766
	Iteration 12F: 3 clusters Score -104592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -104602.359375 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -104602.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104620.023438 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -104620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104633.625000 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -104633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104668.187500 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -104668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104682.796875 Penalty: 3303.009766
	Iteration 17Q: 3 clusters Score -104682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -104696.820312 Penalty: 3303.009766
	Iteration 18Q: 3 clusters Score -104696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104702.453125 Penalty: 3303.009766
	Iteration 19Q: 3 clusters Score -104702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104719.250000 Penalty: 3303.009766
	Iteration 20F: 3 clusters Score -104719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104723.796875 Penalty: 3303.009766
	Iteration 21Q: 3 clusters Score -104723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104724.179688 Penalty: 3303.009766
	Iteration 22Q: 3 clusters Score -104724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104725.828125 Penalty: 3303.009766
	Iteration 23Q: 3 clusters Score -104725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104725.828125 Penalty: 3303.009766
	Iteration 24F: 3 clusters Score -104725.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Entering Unmasked Estep 
Score: -9003070.000000 Penalty: 2674.623779
	Iteration 0F: 2 clusters Score -9003070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -8972820.000000 Penalty: 5349.247559
	Iteration 0F: 3 clusters Score -8972820 nChanged 22211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -8984781.000000 Penalty: 5349.247559
	Iteration 1F: 3 clusters Score -8984781 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -8985407.000000 Penalty: 5349.247559
	Iteration 2Q: 3 clusters Score -8985407 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -8985911.000000 Penalty: 5349.247559
	Iteration 3Q: 3 clusters Score -8985911 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -8986388.000000 Penalty: 5349.247559
	Iteration 4Q: 3 clusters Score -8986388 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -8987042.000000 Penalty: 5349.247559
	Iteration 5Q: 3 clusters Score -8987042 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -8987812.000000 Penalty: 5349.247559
	Iteration 6Q: 3 clusters Score -8987812 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -8988675.000000 Penalty: 5349.247559
	Iteration 7Q: 3 clusters Score -8988675 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -8989822.000000 Penalty: 5349.247559
	Iteration 8Q: 3 clusters Score -8989822 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -8991244.000000 Penalty: 5349.247559
	Iteration 9Q: 3 clusters Score -8991244 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -8993073.000000 Penalty: 5349.247559
	Iteration 10F: 3 clusters Score -8993073 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -8994767.000000 Penalty: 5349.247559
	Iteration 11F: 3 clusters Score -8994767 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -8996186.000000 Penalty: 5349.247559
	Iteration 12Q: 3 clusters Score -8996186 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -8996885.000000 Penalty: 5349.247559
	Iteration 13Q: 3 clusters Score -8996885 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -8997266.000000 Penalty: 5349.247559
	Iteration 14Q: 3 clusters Score -8997266 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -8997442.000000 Penalty: 5349.247559
	Iteration 15Q: 3 clusters Score -8997442 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -8997560.000000 Penalty: 5349.247559
	Iteration 16Q: 3 clusters Score -8997560 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -8997658.000000 Penalty: 5349.247559
	Iteration 17Q: 3 clusters Score -8997658 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -8997768.000000 Penalty: 5349.247559
	Iteration 18Q: 3 clusters Score -8997768 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -8997850.000000 Penalty: 5349.247559
	Iteration 19Q: 3 clusters Score -8997850 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -8997976.000000 Penalty: 5349.247559
	Iteration 20F: 3 clusters Score -8997976 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -8998058.000000 Penalty: 5349.247559
	Iteration 21Q: 3 clusters Score -8998058 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -8998163.000000 Penalty: 5349.247559
	Iteration 22Q: 3 clusters Score -8998163 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -8998251.000000 Penalty: 5349.247559
	Iteration 23Q: 3 clusters Score -8998251 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -8998325.000000 Penalty: 5349.247559
	Iteration 24Q: 3 clusters Score -8998325 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -8998375.000000 Penalty: 5349.247559
	Iteration 25Q: 3 clusters Score -8998375 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -8998419.000000 Penalty: 5349.247559
	Iteration 26Q: 3 clusters Score -8998419 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -8998442.000000 Penalty: 5349.247559
	Iteration 27Q: 3 clusters Score -8998442 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -8998521.000000 Penalty: 5349.247559
	Iteration 28Q: 3 clusters Score -8998521 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -8998578.000000 Penalty: 5349.247559
	Iteration 29Q: 3 clusters Score -8998578 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -8998578.000000 Penalty: 5349.247559
	Iteration 30Q: 3 clusters Score -8998578 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -8998599.000000 Penalty: 5349.247559
	Iteration 31Q: 3 clusters Score -8998599 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -8998676.000000 Penalty: 5349.247559
	Iteration 32Q: 3 clusters Score -8998676 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -8998701.000000 Penalty: 5349.247559
	Iteration 33Q: 3 clusters Score -8998701 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -8998730.000000 Penalty: 5349.247559
	Iteration 34Q: 3 clusters Score -8998730 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -8998807.000000 Penalty: 5349.247559
	Iteration 35Q: 3 clusters Score -8998807 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -8998883.000000 Penalty: 5349.247559
	Iteration 36Q: 3 clusters Score -8998883 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -8998957.000000 Penalty: 5349.247559
	Iteration 37Q: 3 clusters Score -8998957 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -8999029.000000 Penalty: 5349.247559
	Iteration 38Q: 3 clusters Score -8999029 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -8999099.000000 Penalty: 5349.247559
	Iteration 39Q: 3 clusters Score -8999099 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -8999209.000000 Penalty: 5349.247559
	Iteration 40F: 3 clusters Score -8999209 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -8999299.000000 Penalty: 5349.247559
	Iteration 41Q: 3 clusters Score -8999299 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -8999398.000000 Penalty: 5349.247559
	Iteration 42Q: 3 clusters Score -8999398 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -8999513.000000 Penalty: 5349.247559
	Iteration 43Q: 3 clusters Score -8999513 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -8999608.000000 Penalty: 5349.247559
	Iteration 44Q: 3 clusters Score -8999608 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -8999734.000000 Penalty: 5349.247559
	Iteration 45Q: 3 clusters Score -8999734 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -8999823.000000 Penalty: 5349.247559
	Iteration 46Q: 3 clusters Score -8999823 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -8999871.000000 Penalty: 5349.247559
	Iteration 47Q: 3 clusters Score -8999871 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -8999948.000000 Penalty: 5349.247559
	Iteration 48Q: 3 clusters Score -8999948 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -9000029.000000 Penalty: 5349.247559
	Iteration 49Q: 3 clusters Score -9000029 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -9000109.000000 Penalty: 5349.247559
	Iteration 50Q: 3 clusters Score -9000109 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -9000155.000000 Penalty: 5349.247559
	Iteration 51Q: 3 clusters Score -9000155 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -9000255.000000 Penalty: 5349.247559
	Iteration 52Q: 3 clusters Score -9000255 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -9000338.000000 Penalty: 5349.247559
	Iteration 53Q: 3 clusters Score -9000338 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -9000442.000000 Penalty: 5349.247559
	Iteration 54Q: 3 clusters Score -9000442 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -9000560.000000 Penalty: 5349.247559
	Iteration 55Q: 3 clusters Score -9000560 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -9000642.000000 Penalty: 5349.247559
	Iteration 56Q: 3 clusters Score -9000642 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -9000767.000000 Penalty: 5349.247559
	Iteration 57Q: 3 clusters Score -9000767 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -9000863.000000 Penalty: 5349.247559
	Iteration 58Q: 3 clusters Score -9000863 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -9000908.000000 Penalty: 5349.247559
	Iteration 59Q: 3 clusters Score -9000908 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -9000964.000000 Penalty: 5349.247559
	Iteration 60F: 3 clusters Score -9000964 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -9001036.000000 Penalty: 5349.247559
	Iteration 61Q: 3 clusters Score -9001036 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -9001039.000000 Penalty: 5349.247559
	Iteration 62Q: 3 clusters Score -9001039 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -9001061.000000 Penalty: 5349.247559
	Iteration 63Q: 3 clusters Score -9001061 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -9001075.000000 Penalty: 5349.247559
	Iteration 64Q: 3 clusters Score -9001075 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -9001120.000000 Penalty: 5349.247559
	Iteration 65Q: 3 clusters Score -9001120 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -9001149.000000 Penalty: 5349.247559
	Iteration 66Q: 3 clusters Score -9001149 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -9001157.000000 Penalty: 5349.247559
	Iteration 67Q: 3 clusters Score -9001157 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -9001167.000000 Penalty: 5349.247559
	Iteration 68Q: 3 clusters Score -9001167 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -9001200.000000 Penalty: 5349.247559
	Iteration 69Q: 3 clusters Score -9001200 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -9001211.000000 Penalty: 5349.247559
	Iteration 70Q: 3 clusters Score -9001211 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -9001221.000000 Penalty: 5349.247559
	Iteration 71Q: 3 clusters Score -9001221 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -9001212.000000 Penalty: 5349.247559
	Iteration 72Q: 3 clusters Score -9001212 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -9001226.000000 Penalty: 5349.247559
	Iteration 73Q: 3 clusters Score -9001226 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -9001234.000000 Penalty: 5349.247559
	Iteration 74Q: 3 clusters Score -9001234 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -9001229.000000 Penalty: 5349.247559
	Iteration 75Q: 3 clusters Score -9001229 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -9001250.000000 Penalty: 5349.247559
	Iteration 76Q: 3 clusters Score -9001250 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -9001243.000000 Penalty: 5349.247559
	Iteration 77Q: 3 clusters Score -9001243 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -9001264.000000 Penalty: 5349.247559
	Iteration 78Q: 3 clusters Score -9001264 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -9001263.000000 Penalty: 5349.247559
	Iteration 79Q: 3 clusters Score -9001263 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -9001285.000000 Penalty: 5349.247559
	Iteration 80F: 3 clusters Score -9001285 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -9001274.000000 Penalty: 5349.247559
	Iteration 81Q: 3 clusters Score -9001274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -9001261.000000 Penalty: 5349.247559
	Iteration 82Q: 3 clusters Score -9001261 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -9001268.000000 Penalty: 5349.247559
	Iteration 83Q: 3 clusters Score -9001268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -9001252.000000 Penalty: 5349.247559
	Iteration 84Q: 3 clusters Score -9001252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -9001249.000000 Penalty: 5349.247559
	Iteration 85Q: 3 clusters Score -9001249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -9001268.000000 Penalty: 5349.247559
	Iteration 86Q: 3 clusters Score -9001268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -9001271.000000 Penalty: 5349.247559
	Iteration 87Q: 3 clusters Score -9001271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -9001288.000000 Penalty: 5349.247559
	Iteration 88Q: 3 clusters Score -9001288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -9001310.000000 Penalty: 5349.247559
	Iteration 89Q: 3 clusters Score -9001310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -9001326.000000 Penalty: 5349.247559
	Iteration 90Q: 3 clusters Score -9001326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -9001309.000000 Penalty: 5349.247559
	Iteration 91Q: 3 clusters Score -9001309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -9001292.000000 Penalty: 5349.247559
	Iteration 92Q: 3 clusters Score -9001292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -9001310.000000 Penalty: 5349.247559
	Iteration 93Q: 3 clusters Score -9001310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -9001298.000000 Penalty: 5349.247559
	Iteration 94Q: 3 clusters Score -9001298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -9001314.000000 Penalty: 5349.247559
	Iteration 95Q: 3 clusters Score -9001314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -9001304.000000 Penalty: 5349.247559
	Iteration 96Q: 3 clusters Score -9001304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -9001324.000000 Penalty: 5349.247559
	Iteration 97Q: 3 clusters Score -9001324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -9001308.000000 Penalty: 5349.247559
	Iteration 98Q: 3 clusters Score -9001308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -9001303.000000 Penalty: 5349.247559
	Iteration 99Q: 3 clusters Score -9001303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -9001317.000000 Penalty: 5349.247559
	Iteration 100F: 3 clusters Score -9001317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -9001326.000000 Penalty: 5349.247559
	Iteration 101Q: 3 clusters Score -9001326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -9001328.000000 Penalty: 5349.247559
	Iteration 102Q: 3 clusters Score -9001328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -9001332.000000 Penalty: 5349.247559
	Iteration 103Q: 3 clusters Score -9001332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -9001345.000000 Penalty: 5349.247559
	Iteration 104Q: 3 clusters Score -9001345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -9001338.000000 Penalty: 5349.247559
	Iteration 105Q: 3 clusters Score -9001338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -9001345.000000 Penalty: 5349.247559
	Iteration 106Q: 3 clusters Score -9001345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -9001344.000000 Penalty: 5349.247559
	Iteration 107Q: 3 clusters Score -9001344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -9001342.000000 Penalty: 5349.247559
	Iteration 108Q: 3 clusters Score -9001342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -9001340.000000 Penalty: 5349.247559
	Iteration 109Q: 3 clusters Score -9001340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -9001335.000000 Penalty: 5349.247559
	Iteration 110Q: 3 clusters Score -9001335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -9001347.000000 Penalty: 5349.247559
	Iteration 111Q: 3 clusters Score -9001347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -9001339.000000 Penalty: 5349.247559
	Iteration 112Q: 3 clusters Score -9001339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -9001346.000000 Penalty: 5349.247559
	Iteration 113Q: 3 clusters Score -9001346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -9001341.000000 Penalty: 5349.247559
	Iteration 114Q: 3 clusters Score -9001341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -9001349.000000 Penalty: 5349.247559
	Iteration 115Q: 3 clusters Score -9001349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -9001336.000000 Penalty: 5349.247559
	Iteration 116Q: 3 clusters Score -9001336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -9001342.000000 Penalty: 5349.247559
	Iteration 117Q: 3 clusters Score -9001342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -9001340.000000 Penalty: 5349.247559
	Iteration 118Q: 3 clusters Score -9001340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -9001342.000000 Penalty: 5349.247559
	Iteration 119Q: 3 clusters Score -9001342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -9001344.000000 Penalty: 5349.247559
	Iteration 120F: 3 clusters Score -9001344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -9001354.000000 Penalty: 5349.247559
	Iteration 121Q: 3 clusters Score -9001354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -9001341.000000 Penalty: 5349.247559
	Iteration 122Q: 3 clusters Score -9001341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -9001353.000000 Penalty: 5349.247559
	Iteration 123Q: 3 clusters Score -9001353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -9001358.000000 Penalty: 5349.247559
	Iteration 124Q: 3 clusters Score -9001358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -9001356.000000 Penalty: 5349.247559
	Iteration 125Q: 3 clusters Score -9001356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -9001351.000000 Penalty: 5349.247559
	Iteration 126Q: 3 clusters Score -9001351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9001357.000000 Penalty: 5349.247559
	Iteration 127Q: 3 clusters Score -9001357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -9001354.000000 Penalty: 5349.247559
	Iteration 128Q: 3 clusters Score -9001354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -9001347.000000 Penalty: 5349.247559
	Iteration 129Q: 3 clusters Score -9001347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -9001352.000000 Penalty: 5349.247559
	Iteration 130Q: 3 clusters Score -9001352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -9001345.000000 Penalty: 5349.247559
	Iteration 131Q: 3 clusters Score -9001345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -9001343.000000 Penalty: 5349.247559
	Iteration 132Q: 3 clusters Score -9001343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -9001343.000000 Penalty: 5349.247559
	Iteration 133Q: 3 clusters Score -9001343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -9001348.000000 Penalty: 5349.247559
	Iteration 134Q: 3 clusters Score -9001348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -9001346.000000 Penalty: 5349.247559
	Iteration 135Q: 3 clusters Score -9001346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -9001344.000000 Penalty: 5349.247559
	Iteration 136Q: 3 clusters Score -9001344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -9001346.000000 Penalty: 5349.247559
	Iteration 137Q: 3 clusters Score -9001346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -9001345.000000 Penalty: 5349.247559
	Iteration 138Q: 3 clusters Score -9001345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -9001356.000000 Penalty: 5349.247559
	Iteration 139Q: 3 clusters Score -9001356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -9001362.000000 Penalty: 5349.247559
	Iteration 140F: 3 clusters Score -9001362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -9001363.000000 Penalty: 5349.247559
	Iteration 141Q: 3 clusters Score -9001363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -9001373.000000 Penalty: 5349.247559
	Iteration 142Q: 3 clusters Score -9001373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -9001366.000000 Penalty: 5349.247559
	Iteration 143Q: 3 clusters Score -9001366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -9001360.000000 Penalty: 5349.247559
	Iteration 144Q: 3 clusters Score -9001360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -9001361.000000 Penalty: 5349.247559
	Iteration 145Q: 3 clusters Score -9001361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -9001361.000000 Penalty: 5349.247559
	Iteration 146F: 3 clusters Score -9001361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -24877.449219 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -24877.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23798.570312 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -23798.57 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23988.474609 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -23988.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24068.796875 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -24068.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24174.105469 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -24174.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24222.318359 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -24222.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24274.791016 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -24274.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24314.242188 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -24314.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24314.242188 Penalty: 2856.415283
	Iteration 7F: 3 clusters Score -24314.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -302680.218750 Penalty: 1856.123413
	Iteration 0F: 2 clusters Score -302680.2 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 912 members 
Entering Unmasked Estep 
Score: -300255.218750 Penalty: 3712.246826
	Iteration 0F: 3 clusters Score -300255.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -300819.781250 Penalty: 3712.246826
	Iteration 1F: 3 clusters Score -300819.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -301059.812500 Penalty: 3712.246826
	Iteration 2F: 3 clusters Score -301059.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -301258.468750 Penalty: 3712.246826
	Iteration 3F: 3 clusters Score -301258.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -301364.968750 Penalty: 3712.246826
	Iteration 4Q: 3 clusters Score -301365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -301443.781250 Penalty: 3712.246826
	Iteration 5Q: 3 clusters Score -301443.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -301501.218750 Penalty: 3712.246826
	Iteration 6Q: 3 clusters Score -301501.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -301539.843750 Penalty: 3712.246826
	Iteration 7Q: 3 clusters Score -301539.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -301568.375000 Penalty: 3712.246826
	Iteration 8Q: 3 clusters Score -301568.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -301589.625000 Penalty: 3712.246826
	Iteration 9Q: 3 clusters Score -301589.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -301609.218750 Penalty: 3712.246826
	Iteration 10Q: 3 clusters Score -301609.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -301620.812500 Penalty: 3712.246826
	Iteration 11Q: 3 clusters Score -301620.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -301634.968750 Penalty: 3712.246826
	Iteration 12Q: 3 clusters Score -301635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -301640.156250 Penalty: 3712.246826
	Iteration 13Q: 3 clusters Score -301640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -301645.468750 Penalty: 3712.246826
	Iteration 14Q: 3 clusters Score -301645.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -301653.125000 Penalty: 3712.246826
	Iteration 15Q: 3 clusters Score -301653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -301657.437500 Penalty: 3712.246826
	Iteration 16Q: 3 clusters Score -301657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -301658.406250 Penalty: 3712.246826
	Iteration 17Q: 3 clusters Score -301658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -301659.531250 Penalty: 3712.246826
	Iteration 18Q: 3 clusters Score -301659.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -301659.531250 Penalty: 3712.246826
	Iteration 19F: 3 clusters Score -301659.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -126987.015625 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -126987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -125317.976562 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -125318 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -125613.843750 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -125613.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -125701.406250 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -125701.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -125747.476562 Penalty: 3271.507080
	Iteration 3Q: 3 clusters Score -125747.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -125770.140625 Penalty: 3271.507080
	Iteration 4Q: 3 clusters Score -125770.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -125779.007812 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -125779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -125782.007812 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -125782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -125788.750000 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -125788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -125802.914062 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -125802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -125807.101562 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -125807.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -125828.648438 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -125828.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -125853.187500 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -125853.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -125876.867188 Penalty: 3271.507080
	Iteration 12Q: 3 clusters Score -125876.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -125900.335938 Penalty: 3271.507080
	Iteration 13Q: 3 clusters Score -125900.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -125923.578125 Penalty: 3271.507080
	Iteration 14Q: 3 clusters Score -125923.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -125962.117188 Penalty: 3271.507080
	Iteration 15Q: 3 clusters Score -125962.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -126012.992188 Penalty: 3271.507080
	Iteration 16Q: 3 clusters Score -126013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -126063.656250 Penalty: 3271.507080
	Iteration 17Q: 3 clusters Score -126063.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -126124.609375 Penalty: 3271.507080
	Iteration 18Q: 3 clusters Score -126124.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -126185.664062 Penalty: 3271.507080
	Iteration 19Q: 3 clusters Score -126185.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -126232.343750 Penalty: 3271.507080
	Iteration 20F: 3 clusters Score -126232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -126312.304688 Penalty: 3271.507080
	Iteration 21Q: 3 clusters Score -126312.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -126375.859375 Penalty: 3271.507080
	Iteration 22Q: 3 clusters Score -126375.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -126416.742188 Penalty: 3271.507080
	Iteration 23Q: 3 clusters Score -126416.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -126487.820312 Penalty: 3271.507080
	Iteration 24Q: 3 clusters Score -126487.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -126530.648438 Penalty: 3271.507080
	Iteration 25Q: 3 clusters Score -126530.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -126607.695312 Penalty: 3271.507080
	Iteration 26Q: 3 clusters Score -126607.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -126700.234375 Penalty: 3271.507080
	Iteration 27Q: 3 clusters Score -126700.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -126804.695312 Penalty: 3271.507080
	Iteration 28Q: 3 clusters Score -126804.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -126903.843750 Penalty: 3271.507080
	Iteration 29Q: 3 clusters Score -126903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -127043.828125 Penalty: 3271.507080
	Iteration 30Q: 3 clusters Score -127043.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -127118.031250 Penalty: 3271.507080
	Iteration 31Q: 3 clusters Score -127118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -127185.851562 Penalty: 3271.507080
	Iteration 32Q: 3 clusters Score -127185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -127221.656250 Penalty: 3271.507080
	Iteration 33Q: 3 clusters Score -127221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -127271.078125 Penalty: 3271.507080
	Iteration 34Q: 3 clusters Score -127271.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -127337.921875 Penalty: 3271.507080
	Iteration 35Q: 3 clusters Score -127337.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -127374.398438 Penalty: 3271.507080
	Iteration 36Q: 3 clusters Score -127374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -127383.523438 Penalty: 3271.507080
	Iteration 37F: 3 clusters Score -127383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -127398.859375 Penalty: 3271.507080
	Iteration 38Q: 3 clusters Score -127398.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -127406.367188 Penalty: 3271.507080
	Iteration 39Q: 3 clusters Score -127406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -127450.148438 Penalty: 3271.507080
	Iteration 40F: 3 clusters Score -127450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44440 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46130 members 
Mstep: Class 6 contains 50128 members 
Mstep: Class 7 contains 44314 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48280 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 30007 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42245 members 
Mstep: Class 17 contains 42462 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43768 members 
Mstep: Class 20 contains 45246 members 
Mstep: Class 21 contains 46192 members 
Mstep: Class 22 contains 47071 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45674 members 
Mstep: Class 25 contains 250 members 
Entering Unmasked Estep 
Score: -106695312.000000 Penalty: 82330.929688
Splitting cluster 12 changes total score from -106696608.000000 to -106695312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (30007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Entering Unmasked Estep 
Score: -5405702.000000 Penalty: 2556.678223
	Iteration 0F: 2 clusters Score -5405702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -5385138.500000 Penalty: 5113.356445
	Iteration 0F: 3 clusters Score -5385138 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -5392309.000000 Penalty: 5113.356445
	Iteration 1F: 3 clusters Score -5392309 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -5392833.500000 Penalty: 5113.356445
	Iteration 2Q: 3 clusters Score -5392834 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -5393366.000000 Penalty: 5113.356445
	Iteration 3Q: 3 clusters Score -5393366 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -5394067.000000 Penalty: 5113.356445
	Iteration 4Q: 3 clusters Score -5394067 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -5395008.000000 Penalty: 5113.356445
	Iteration 5F: 3 clusters Score -5395008 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -5396123.500000 Penalty: 5113.356445
	Iteration 6F: 3 clusters Score -5396124 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5397386.000000 Penalty: 5113.356445
	Iteration 7F: 3 clusters Score -5397386 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -5398611.500000 Penalty: 5113.356445
	Iteration 8F: 3 clusters Score -5398612 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -5399721.000000 Penalty: 5113.356445
	Iteration 9F: 3 clusters Score -5399721 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -5400776.000000 Penalty: 5113.356445
	Iteration 10Q: 3 clusters Score -5400776 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -5401656.500000 Penalty: 5113.356445
	Iteration 11Q: 3 clusters Score -5401656 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -5402431.500000 Penalty: 5113.356445
	Iteration 12Q: 3 clusters Score -5402432 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -5403019.000000 Penalty: 5113.356445
	Iteration 13Q: 3 clusters Score -5403019 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -5403471.500000 Penalty: 5113.356445
	Iteration 14Q: 3 clusters Score -5403472 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -5403766.000000 Penalty: 5113.356445
	Iteration 15Q: 3 clusters Score -5403766 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5403910.000000 Penalty: 5113.356445
	Iteration 16Q: 3 clusters Score -5403910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5403963.500000 Penalty: 5113.356445
	Iteration 17Q: 3 clusters Score -5403964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -5403996.500000 Penalty: 5113.356445
	Iteration 18Q: 3 clusters Score -5403996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -5404012.500000 Penalty: 5113.356445
	Iteration 19Q: 3 clusters Score -5404012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5404027.500000 Penalty: 5113.356445
	Iteration 20F: 3 clusters Score -5404028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -5404021.500000 Penalty: 5113.356445
	Iteration 21Q: 3 clusters Score -5404022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -5404029.500000 Penalty: 5113.356445
	Iteration 22Q: 3 clusters Score -5404030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -5404031.000000 Penalty: 5113.356445
	Iteration 23Q: 3 clusters Score -5404031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -5404031.500000 Penalty: 5113.356445
	Iteration 24Q: 3 clusters Score -5404032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -5404038.000000 Penalty: 5113.356445
	Iteration 25Q: 3 clusters Score -5404038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -5404036.500000 Penalty: 5113.356445
	Iteration 26Q: 3 clusters Score -5404036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -5404045.500000 Penalty: 5113.356445
	Iteration 27Q: 3 clusters Score -5404046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -5404047.500000 Penalty: 5113.356445
	Iteration 28Q: 3 clusters Score -5404048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -5404046.000000 Penalty: 5113.356445
	Iteration 29Q: 3 clusters Score -5404046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -5404047.000000 Penalty: 5113.356445
	Iteration 30Q: 3 clusters Score -5404047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -5404050.500000 Penalty: 5113.356445
	Iteration 31Q: 3 clusters Score -5404050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -5404052.500000 Penalty: 5113.356445
	Iteration 32Q: 3 clusters Score -5404052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -5404052.500000 Penalty: 5113.356445
	Iteration 33F: 3 clusters Score -5404052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -247929.796875 Penalty: 1784.778320
	Iteration 0F: 2 clusters Score -247929.8 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 666 members 
Entering Unmasked Estep 
Score: -245750.000000 Penalty: 3569.556641
	Iteration 0F: 3 clusters Score -245750 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -246090.734375 Penalty: 3569.556641
	Iteration 1F: 3 clusters Score -246090.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -246184.734375 Penalty: 3569.556641
	Iteration 2F: 3 clusters Score -246184.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -246235.078125 Penalty: 3569.556641
	Iteration 3Q: 3 clusters Score -246235.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -246259.546875 Penalty: 3569.556641
	Iteration 4Q: 3 clusters Score -246259.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -246269.906250 Penalty: 3569.556641
	Iteration 5Q: 3 clusters Score -246269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -246279.531250 Penalty: 3569.556641
	Iteration 6Q: 3 clusters Score -246279.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -246288.187500 Penalty: 3569.556641
	Iteration 7Q: 3 clusters Score -246288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -246294.171875 Penalty: 3569.556641
	Iteration 8Q: 3 clusters Score -246294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -246299.453125 Penalty: 3569.556641
	Iteration 9Q: 3 clusters Score -246299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -246300.578125 Penalty: 3569.556641
	Iteration 10Q: 3 clusters Score -246300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -246301.500000 Penalty: 3569.556641
	Iteration 11Q: 3 clusters Score -246301.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -246307.296875 Penalty: 3569.556641
	Iteration 12Q: 3 clusters Score -246307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -246310.796875 Penalty: 3569.556641
	Iteration 13Q: 3 clusters Score -246310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -246312.250000 Penalty: 3569.556641
	Iteration 14Q: 3 clusters Score -246312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -246313.531250 Penalty: 3569.556641
	Iteration 15Q: 3 clusters Score -246313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -246314.843750 Penalty: 3569.556641
	Iteration 16Q: 3 clusters Score -246314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -246314.843750 Penalty: 3569.556641
	Iteration 17F: 3 clusters Score -246314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -141038.484375 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -141038.5 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 443 members 
Entering Unmasked Estep 
Score: -139217.062500 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -139217.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -139535.000000 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -139535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -139665.843750 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -139665.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -139736.031250 Penalty: 3374.538574
	Iteration 3Q: 3 clusters Score -139736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -139761.250000 Penalty: 3374.538574
	Iteration 4Q: 3 clusters Score -139761.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -139794.906250 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -139794.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -139838.046875 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -139838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -139886.625000 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -139886.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -139954.125000 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -139954.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -139988.203125 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -139988.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -140010.046875 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -140010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -140014.812500 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -140014.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -140017.843750 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -140017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -140023.812500 Penalty: 3374.538574
	Iteration 13Q: 3 clusters Score -140023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -140026.734375 Penalty: 3374.538574
	Iteration 14Q: 3 clusters Score -140026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -140030.812500 Penalty: 3374.538574
	Iteration 15Q: 3 clusters Score -140030.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -140030.812500 Penalty: 3374.538574
	Iteration 16F: 3 clusters Score -140030.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Entering Unmasked Estep 
Score: -7821623.500000 Penalty: 2641.507812
	Iteration 0F: 2 clusters Score -7821624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -7793231.000000 Penalty: 5283.015625
	Iteration 0F: 3 clusters Score -7793231 nChanged 19361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -7803964.500000 Penalty: 5283.015625
	Iteration 1F: 3 clusters Score -7803964 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -7804662.000000 Penalty: 5283.015625
	Iteration 2Q: 3 clusters Score -7804662 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -7805479.500000 Penalty: 5283.015625
	Iteration 3Q: 3 clusters Score -7805480 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -7806507.000000 Penalty: 5283.015625
	Iteration 4F: 3 clusters Score -7806507 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -7807935.500000 Penalty: 5283.015625
	Iteration 5F: 3 clusters Score -7807936 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -7809909.500000 Penalty: 5283.015625
	Iteration 6F: 3 clusters Score -7809910 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -7812252.500000 Penalty: 5283.015625
	Iteration 7F: 3 clusters Score -7812252 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -7814434.500000 Penalty: 5283.015625
	Iteration 8F: 3 clusters Score -7814434 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -7816165.500000 Penalty: 5283.015625
	Iteration 9F: 3 clusters Score -7816166 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -7817256.000000 Penalty: 5283.015625
	Iteration 10Q: 3 clusters Score -7817256 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -7818100.000000 Penalty: 5283.015625
	Iteration 11Q: 3 clusters Score -7818100 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -7818715.500000 Penalty: 5283.015625
	Iteration 12Q: 3 clusters Score -7818716 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -7819108.500000 Penalty: 5283.015625
	Iteration 13Q: 3 clusters Score -7819108 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -7819395.000000 Penalty: 5283.015625
	Iteration 14Q: 3 clusters Score -7819395 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -7819629.000000 Penalty: 5283.015625
	Iteration 15Q: 3 clusters Score -7819629 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -7819749.000000 Penalty: 5283.015625
	Iteration 16Q: 3 clusters Score -7819749 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -7819840.500000 Penalty: 5283.015625
	Iteration 17Q: 3 clusters Score -7819840 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -7819907.000000 Penalty: 5283.015625
	Iteration 18Q: 3 clusters Score -7819907 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -7819925.500000 Penalty: 5283.015625
	Iteration 19Q: 3 clusters Score -7819926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -7819948.500000 Penalty: 5283.015625
	Iteration 20F: 3 clusters Score -7819948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -7819988.000000 Penalty: 5283.015625
	Iteration 21Q: 3 clusters Score -7819988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -7819991.500000 Penalty: 5283.015625
	Iteration 22Q: 3 clusters Score -7819992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -7819999.500000 Penalty: 5283.015625
	Iteration 23Q: 3 clusters Score -7820000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -7820017.000000 Penalty: 5283.015625
	Iteration 24Q: 3 clusters Score -7820017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -7820029.500000 Penalty: 5283.015625
	Iteration 25Q: 3 clusters Score -7820030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -7820030.500000 Penalty: 5283.015625
	Iteration 26Q: 3 clusters Score -7820030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -7820022.000000 Penalty: 5283.015625
	Iteration 27Q: 3 clusters Score -7820022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -7820028.500000 Penalty: 5283.015625
	Iteration 28Q: 3 clusters Score -7820028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -7820031.000000 Penalty: 5283.015625
	Iteration 29Q: 3 clusters Score -7820031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -7820040.500000 Penalty: 5283.015625
	Iteration 30Q: 3 clusters Score -7820040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -7820048.500000 Penalty: 5283.015625
	Iteration 31Q: 3 clusters Score -7820048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -7820040.500000 Penalty: 5283.015625
	Iteration 32Q: 3 clusters Score -7820040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -7820035.500000 Penalty: 5283.015625
	Iteration 33Q: 3 clusters Score -7820036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -7820026.000000 Penalty: 5283.015625
	Iteration 34Q: 3 clusters Score -7820026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -7820056.000000 Penalty: 5283.015625
	Iteration 35Q: 3 clusters Score -7820056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -7820048.500000 Penalty: 5283.015625
	Iteration 36Q: 3 clusters Score -7820048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -7820063.500000 Penalty: 5283.015625
	Iteration 37Q: 3 clusters Score -7820064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7820069.500000 Penalty: 5283.015625
	Iteration 38Q: 3 clusters Score -7820070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -7820075.000000 Penalty: 5283.015625
	Iteration 39Q: 3 clusters Score -7820075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -7820068.500000 Penalty: 5283.015625
	Iteration 40F: 3 clusters Score -7820068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -7820069.000000 Penalty: 5283.015625
	Iteration 41Q: 3 clusters Score -7820069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -7820072.000000 Penalty: 5283.015625
	Iteration 42Q: 3 clusters Score -7820072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -7820070.500000 Penalty: 5283.015625
	Iteration 43Q: 3 clusters Score -7820070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -7820070.000000 Penalty: 5283.015625
	Iteration 44Q: 3 clusters Score -7820070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -7820072.000000 Penalty: 5283.015625
	Iteration 45Q: 3 clusters Score -7820072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -7820071.000000 Penalty: 5283.015625
	Iteration 46Q: 3 clusters Score -7820071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -7820065.000000 Penalty: 5283.015625
	Iteration 47Q: 3 clusters Score -7820065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -7820069.500000 Penalty: 5283.015625
	Iteration 48Q: 3 clusters Score -7820070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -7820067.500000 Penalty: 5283.015625
	Iteration 49Q: 3 clusters Score -7820068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -7820063.500000 Penalty: 5283.015625
	Iteration 50Q: 3 clusters Score -7820064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -7820068.500000 Penalty: 5283.015625
	Iteration 51Q: 3 clusters Score -7820068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -7820070.500000 Penalty: 5283.015625
	Iteration 52Q: 3 clusters Score -7820070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -7820075.000000 Penalty: 5283.015625
	Iteration 53Q: 3 clusters Score -7820075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -7820081.500000 Penalty: 5283.015625
	Iteration 54Q: 3 clusters Score -7820082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -7820084.000000 Penalty: 5283.015625
	Iteration 55Q: 3 clusters Score -7820084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -7820084.000000 Penalty: 5283.015625
	Iteration 56F: 3 clusters Score -7820084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Entering Unmasked Estep 
Score: -7888262.500000 Penalty: 2642.778320
	Iteration 0F: 2 clusters Score -7888262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -7859854.000000 Penalty: 5285.556641
	Iteration 0F: 3 clusters Score -7859854 nChanged 19349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -7870907.500000 Penalty: 5285.556641
	Iteration 1F: 3 clusters Score -7870908 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -7871845.500000 Penalty: 5285.556641
	Iteration 2Q: 3 clusters Score -7871846 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -7872915.500000 Penalty: 5285.556641
	Iteration 3Q: 3 clusters Score -7872916 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -7874136.500000 Penalty: 5285.556641
	Iteration 4F: 3 clusters Score -7874136 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -7875438.000000 Penalty: 5285.556641
	Iteration 5F: 3 clusters Score -7875438 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -7876955.500000 Penalty: 5285.556641
	Iteration 6F: 3 clusters Score -7876956 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -7878687.500000 Penalty: 5285.556641
	Iteration 7F: 3 clusters Score -7878688 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -7880336.500000 Penalty: 5285.556641
	Iteration 8F: 3 clusters Score -7880336 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -7881374.000000 Penalty: 5285.556641
	Iteration 9Q: 3 clusters Score -7881374 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -7882016.500000 Penalty: 5285.556641
	Iteration 10Q: 3 clusters Score -7882016 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -7882257.500000 Penalty: 5285.556641
	Iteration 11Q: 3 clusters Score -7882258 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -7882401.000000 Penalty: 5285.556641
	Iteration 12Q: 3 clusters Score -7882401 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -7882555.000000 Penalty: 5285.556641
	Iteration 13Q: 3 clusters Score -7882555 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -7882732.500000 Penalty: 5285.556641
	Iteration 14Q: 3 clusters Score -7882732 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -7882930.000000 Penalty: 5285.556641
	Iteration 15Q: 3 clusters Score -7882930 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -7883096.500000 Penalty: 5285.556641
	Iteration 16Q: 3 clusters Score -7883096 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -7883233.000000 Penalty: 5285.556641
	Iteration 17Q: 3 clusters Score -7883233 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -7883385.000000 Penalty: 5285.556641
	Iteration 18Q: 3 clusters Score -7883385 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -7883497.500000 Penalty: 5285.556641
	Iteration 19Q: 3 clusters Score -7883498 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -7883575.500000 Penalty: 5285.556641
	Iteration 20F: 3 clusters Score -7883576 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -7883707.000000 Penalty: 5285.556641
	Iteration 21Q: 3 clusters Score -7883707 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -7883772.500000 Penalty: 5285.556641
	Iteration 22Q: 3 clusters Score -7883772 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -7883883.000000 Penalty: 5285.556641
	Iteration 23Q: 3 clusters Score -7883883 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -7883948.000000 Penalty: 5285.556641
	Iteration 24Q: 3 clusters Score -7883948 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -7884028.500000 Penalty: 5285.556641
	Iteration 25Q: 3 clusters Score -7884028 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -7884096.500000 Penalty: 5285.556641
	Iteration 26Q: 3 clusters Score -7884096 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -7884156.000000 Penalty: 5285.556641
	Iteration 27Q: 3 clusters Score -7884156 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -7884226.000000 Penalty: 5285.556641
	Iteration 28Q: 3 clusters Score -7884226 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -7884268.000000 Penalty: 5285.556641
	Iteration 29Q: 3 clusters Score -7884268 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -7884350.000000 Penalty: 5285.556641
	Iteration 30Q: 3 clusters Score -7884350 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -7884376.500000 Penalty: 5285.556641
	Iteration 31Q: 3 clusters Score -7884376 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -7884419.500000 Penalty: 5285.556641
	Iteration 32Q: 3 clusters Score -7884420 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -7884469.000000 Penalty: 5285.556641
	Iteration 33Q: 3 clusters Score -7884469 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -7884494.000000 Penalty: 5285.556641
	Iteration 34Q: 3 clusters Score -7884494 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -7884538.000000 Penalty: 5285.556641
	Iteration 35Q: 3 clusters Score -7884538 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -7884579.500000 Penalty: 5285.556641
	Iteration 36Q: 3 clusters Score -7884580 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -7884662.500000 Penalty: 5285.556641
	Iteration 37Q: 3 clusters Score -7884662 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -7884724.000000 Penalty: 5285.556641
	Iteration 38Q: 3 clusters Score -7884724 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -7884803.500000 Penalty: 5285.556641
	Iteration 39Q: 3 clusters Score -7884804 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -7884875.000000 Penalty: 5285.556641
	Iteration 40F: 3 clusters Score -7884875 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -7884927.500000 Penalty: 5285.556641
	Iteration 41Q: 3 clusters Score -7884928 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -7884980.500000 Penalty: 5285.556641
	Iteration 42Q: 3 clusters Score -7884980 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -7885043.500000 Penalty: 5285.556641
	Iteration 43Q: 3 clusters Score -7885044 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -7885113.000000 Penalty: 5285.556641
	Iteration 44Q: 3 clusters Score -7885113 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -7885165.500000 Penalty: 5285.556641
	Iteration 45Q: 3 clusters Score -7885166 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -7885251.500000 Penalty: 5285.556641
	Iteration 46Q: 3 clusters Score -7885252 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -7885302.500000 Penalty: 5285.556641
	Iteration 47Q: 3 clusters Score -7885302 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -7885346.000000 Penalty: 5285.556641
	Iteration 48Q: 3 clusters Score -7885346 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -7885397.000000 Penalty: 5285.556641
	Iteration 49Q: 3 clusters Score -7885397 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -7885462.000000 Penalty: 5285.556641
	Iteration 50Q: 3 clusters Score -7885462 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -7885521.000000 Penalty: 5285.556641
	Iteration 51Q: 3 clusters Score -7885521 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -7885536.000000 Penalty: 5285.556641
	Iteration 52Q: 3 clusters Score -7885536 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -7885583.000000 Penalty: 5285.556641
	Iteration 53Q: 3 clusters Score -7885583 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -7885641.500000 Penalty: 5285.556641
	Iteration 54Q: 3 clusters Score -7885642 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -7885683.000000 Penalty: 5285.556641
	Iteration 55Q: 3 clusters Score -7885683 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -7885720.500000 Penalty: 5285.556641
	Iteration 56Q: 3 clusters Score -7885720 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -7885759.000000 Penalty: 5285.556641
	Iteration 57Q: 3 clusters Score -7885759 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -7885807.500000 Penalty: 5285.556641
	Iteration 58Q: 3 clusters Score -7885808 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -7885829.500000 Penalty: 5285.556641
	Iteration 59Q: 3 clusters Score -7885830 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -7885860.000000 Penalty: 5285.556641
	Iteration 60F: 3 clusters Score -7885860 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7885885.000000 Penalty: 5285.556641
	Iteration 61Q: 3 clusters Score -7885885 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -7885912.000000 Penalty: 5285.556641
	Iteration 62Q: 3 clusters Score -7885912 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -7885957.500000 Penalty: 5285.556641
	Iteration 63Q: 3 clusters Score -7885958 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -7885988.000000 Penalty: 5285.556641
	Iteration 64Q: 3 clusters Score -7885988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -7886005.000000 Penalty: 5285.556641
	Iteration 65Q: 3 clusters Score -7886005 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -7886026.500000 Penalty: 5285.556641
	Iteration 66Q: 3 clusters Score -7886026 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -7886055.000000 Penalty: 5285.556641
	Iteration 67Q: 3 clusters Score -7886055 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -7886103.500000 Penalty: 5285.556641
	Iteration 68Q: 3 clusters Score -7886104 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -7886112.000000 Penalty: 5285.556641
	Iteration 69Q: 3 clusters Score -7886112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -7886165.500000 Penalty: 5285.556641
	Iteration 70Q: 3 clusters Score -7886166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -7886183.000000 Penalty: 5285.556641
	Iteration 71Q: 3 clusters Score -7886183 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -7886210.500000 Penalty: 5285.556641
	Iteration 72Q: 3 clusters Score -7886210 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -7886231.500000 Penalty: 5285.556641
	Iteration 73Q: 3 clusters Score -7886232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7886260.500000 Penalty: 5285.556641
	Iteration 74Q: 3 clusters Score -7886260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -7886262.000000 Penalty: 5285.556641
	Iteration 75Q: 3 clusters Score -7886262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7886270.000000 Penalty: 5285.556641
	Iteration 76Q: 3 clusters Score -7886270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -7886273.000000 Penalty: 5285.556641
	Iteration 77Q: 3 clusters Score -7886273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7886289.500000 Penalty: 5285.556641
	Iteration 78Q: 3 clusters Score -7886290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -7886296.000000 Penalty: 5285.556641
	Iteration 79Q: 3 clusters Score -7886296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -7886312.000000 Penalty: 5285.556641
	Iteration 80F: 3 clusters Score -7886312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7886328.000000 Penalty: 5285.556641
	Iteration 81Q: 3 clusters Score -7886328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7886334.000000 Penalty: 5285.556641
	Iteration 82Q: 3 clusters Score -7886334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -7886328.500000 Penalty: 5285.556641
	Iteration 83Q: 3 clusters Score -7886328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -7886330.000000 Penalty: 5285.556641
	Iteration 84Q: 3 clusters Score -7886330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -7886346.000000 Penalty: 5285.556641
	Iteration 85Q: 3 clusters Score -7886346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -7886355.500000 Penalty: 5285.556641
	Iteration 86Q: 3 clusters Score -7886356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -7886353.500000 Penalty: 5285.556641
	Iteration 87Q: 3 clusters Score -7886354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7886338.000000 Penalty: 5285.556641
	Iteration 88Q: 3 clusters Score -7886338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7886340.500000 Penalty: 5285.556641
	Iteration 89Q: 3 clusters Score -7886340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -7886347.000000 Penalty: 5285.556641
	Iteration 90Q: 3 clusters Score -7886347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -7886367.500000 Penalty: 5285.556641
	Iteration 91Q: 3 clusters Score -7886368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -7886373.000000 Penalty: 5285.556641
	Iteration 92Q: 3 clusters Score -7886373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -7886369.000000 Penalty: 5285.556641
	Iteration 93Q: 3 clusters Score -7886369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -7886381.000000 Penalty: 5285.556641
	Iteration 94Q: 3 clusters Score -7886381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -7886368.500000 Penalty: 5285.556641
	Iteration 95Q: 3 clusters Score -7886368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -7886367.500000 Penalty: 5285.556641
	Iteration 96Q: 3 clusters Score -7886368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -7886375.000000 Penalty: 5285.556641
	Iteration 97Q: 3 clusters Score -7886375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7886388.000000 Penalty: 5285.556641
	Iteration 98Q: 3 clusters Score -7886388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -7886383.500000 Penalty: 5285.556641
	Iteration 99Q: 3 clusters Score -7886384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7886387.000000 Penalty: 5285.556641
	Iteration 100F: 3 clusters Score -7886387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -7886384.500000 Penalty: 5285.556641
	Iteration 101Q: 3 clusters Score -7886384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7886398.500000 Penalty: 5285.556641
	Iteration 102Q: 3 clusters Score -7886398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -7886398.000000 Penalty: 5285.556641
	Iteration 103Q: 3 clusters Score -7886398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7886402.000000 Penalty: 5285.556641
	Iteration 104Q: 3 clusters Score -7886402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7886405.500000 Penalty: 5285.556641
	Iteration 105Q: 3 clusters Score -7886406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -7886404.000000 Penalty: 5285.556641
	Iteration 106Q: 3 clusters Score -7886404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7886413.500000 Penalty: 5285.556641
	Iteration 107Q: 3 clusters Score -7886414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -7886419.000000 Penalty: 5285.556641
	Iteration 108Q: 3 clusters Score -7886419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -7886416.500000 Penalty: 5285.556641
	Iteration 109Q: 3 clusters Score -7886416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7886434.000000 Penalty: 5285.556641
	Iteration 110Q: 3 clusters Score -7886434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7886422.000000 Penalty: 5285.556641
	Iteration 111Q: 3 clusters Score -7886422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -7886408.500000 Penalty: 5285.556641
	Iteration 112Q: 3 clusters Score -7886408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7886415.000000 Penalty: 5285.556641
	Iteration 113Q: 3 clusters Score -7886415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -7886436.000000 Penalty: 5285.556641
	Iteration 114Q: 3 clusters Score -7886436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7886440.500000 Penalty: 5285.556641
	Iteration 115Q: 3 clusters Score -7886440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7886438.500000 Penalty: 5285.556641
	Iteration 116Q: 3 clusters Score -7886438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -7886438.500000 Penalty: 5285.556641
	Iteration 117Q: 3 clusters Score -7886438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7886442.500000 Penalty: 5285.556641
	Iteration 118Q: 3 clusters Score -7886442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7886449.500000 Penalty: 5285.556641
	Iteration 119Q: 3 clusters Score -7886450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7886456.500000 Penalty: 5285.556641
	Iteration 120F: 3 clusters Score -7886456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7886440.500000 Penalty: 5285.556641
	Iteration 121Q: 3 clusters Score -7886440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7886446.500000 Penalty: 5285.556641
	Iteration 122Q: 3 clusters Score -7886446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7886455.000000 Penalty: 5285.556641
	Iteration 123Q: 3 clusters Score -7886455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -7886450.000000 Penalty: 5285.556641
	Iteration 124Q: 3 clusters Score -7886450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -7886443.000000 Penalty: 5285.556641
	Iteration 125Q: 3 clusters Score -7886443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7886451.500000 Penalty: 5285.556641
	Iteration 126Q: 3 clusters Score -7886452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7886451.000000 Penalty: 5285.556641
	Iteration 127Q: 3 clusters Score -7886451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7886453.000000 Penalty: 5285.556641
	Iteration 128Q: 3 clusters Score -7886453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7886447.000000 Penalty: 5285.556641
	Iteration 129Q: 3 clusters Score -7886447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7886444.500000 Penalty: 5285.556641
	Iteration 130Q: 3 clusters Score -7886444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7886453.500000 Penalty: 5285.556641
	Iteration 131Q: 3 clusters Score -7886454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7886448.500000 Penalty: 5285.556641
	Iteration 132Q: 3 clusters Score -7886448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7886444.500000 Penalty: 5285.556641
	Iteration 133Q: 3 clusters Score -7886444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7886446.000000 Penalty: 5285.556641
	Iteration 134Q: 3 clusters Score -7886446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7886441.500000 Penalty: 5285.556641
	Iteration 135Q: 3 clusters Score -7886442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7886448.000000 Penalty: 5285.556641
	Iteration 136Q: 3 clusters Score -7886448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7886445.000000 Penalty: 5285.556641
	Iteration 137Q: 3 clusters Score -7886445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -7886438.500000 Penalty: 5285.556641
	Iteration 138Q: 3 clusters Score -7886438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -7886446.500000 Penalty: 5285.556641
	Iteration 139Q: 3 clusters Score -7886446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7886453.000000 Penalty: 5285.556641
	Iteration 140F: 3 clusters Score -7886453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7886448.500000 Penalty: 5285.556641
	Iteration 141Q: 3 clusters Score -7886448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7886452.000000 Penalty: 5285.556641
	Iteration 142Q: 3 clusters Score -7886452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7886449.000000 Penalty: 5285.556641
	Iteration 143Q: 3 clusters Score -7886449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7886456.000000 Penalty: 5285.556641
	Iteration 144Q: 3 clusters Score -7886456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7886456.000000 Penalty: 5285.556641
	Iteration 145F: 3 clusters Score -7886456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -165603.218750 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -165603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -163685.000000 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -163685 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -163961.718750 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -163961.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -164045.578125 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -164045.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -164103.562500 Penalty: 3398.187744
	Iteration 3Q: 3 clusters Score -164103.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -164126.281250 Penalty: 3398.187744
	Iteration 4Q: 3 clusters Score -164126.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -164145.750000 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -164145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -164151.546875 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -164151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -164154.687500 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -164154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -164161.640625 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -164161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -164165.859375 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -164165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -164167.656250 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -164167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -164171.656250 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -164171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -164174.687500 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -164174.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -164174.687500 Penalty: 3398.187744
	Iteration 13F: 3 clusters Score -164174.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Entering Unmasked Estep 
Score: -8075994.500000 Penalty: 2650.291260
	Iteration 0F: 2 clusters Score -8075994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -8046847.500000 Penalty: 5300.582520
	Iteration 0F: 3 clusters Score -8046848 nChanged 20017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -8057776.500000 Penalty: 5300.582520
	Iteration 1F: 3 clusters Score -8057776 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -8058274.000000 Penalty: 5300.582520
	Iteration 2Q: 3 clusters Score -8058274 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -8058785.000000 Penalty: 5300.582520
	Iteration 3Q: 3 clusters Score -8058785 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -8059606.500000 Penalty: 5300.582520
	Iteration 4Q: 3 clusters Score -8059606 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -8060813.000000 Penalty: 5300.582520
	Iteration 5F: 3 clusters Score -8060813 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -8062664.000000 Penalty: 5300.582520
	Iteration 6F: 3 clusters Score -8062664 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -8065099.000000 Penalty: 5300.582520
	Iteration 7F: 3 clusters Score -8065099 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -8067903.000000 Penalty: 5300.582520
	Iteration 8F: 3 clusters Score -8067903 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -8070498.000000 Penalty: 5300.582520
	Iteration 9F: 3 clusters Score -8070498 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -8072320.500000 Penalty: 5300.582520
	Iteration 10Q: 3 clusters Score -8072320 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -8073361.500000 Penalty: 5300.582520
	Iteration 11Q: 3 clusters Score -8073362 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -8073899.500000 Penalty: 5300.582520
	Iteration 12Q: 3 clusters Score -8073900 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -8074187.000000 Penalty: 5300.582520
	Iteration 13Q: 3 clusters Score -8074187 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -8074346.000000 Penalty: 5300.582520
	Iteration 14Q: 3 clusters Score -8074346 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -8074459.500000 Penalty: 5300.582520
	Iteration 15Q: 3 clusters Score -8074460 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -8074544.000000 Penalty: 5300.582520
	Iteration 16Q: 3 clusters Score -8074544 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -8074605.000000 Penalty: 5300.582520
	Iteration 17Q: 3 clusters Score -8074605 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -8074621.500000 Penalty: 5300.582520
	Iteration 18Q: 3 clusters Score -8074622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -8074625.500000 Penalty: 5300.582520
	Iteration 19Q: 3 clusters Score -8074626 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -8074651.500000 Penalty: 5300.582520
	Iteration 20F: 3 clusters Score -8074652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -8074688.000000 Penalty: 5300.582520
	Iteration 21Q: 3 clusters Score -8074688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -8074666.000000 Penalty: 5300.582520
	Iteration 22Q: 3 clusters Score -8074666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -8074671.000000 Penalty: 5300.582520
	Iteration 23Q: 3 clusters Score -8074671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -8074668.000000 Penalty: 5300.582520
	Iteration 24Q: 3 clusters Score -8074668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -8074683.500000 Penalty: 5300.582520
	Iteration 25Q: 3 clusters Score -8074684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -8074684.500000 Penalty: 5300.582520
	Iteration 26Q: 3 clusters Score -8074684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -8074675.500000 Penalty: 5300.582520
	Iteration 27Q: 3 clusters Score -8074676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -8074670.000000 Penalty: 5300.582520
	Iteration 28Q: 3 clusters Score -8074670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -8074675.000000 Penalty: 5300.582520
	Iteration 29Q: 3 clusters Score -8074675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -8074679.500000 Penalty: 5300.582520
	Iteration 30Q: 3 clusters Score -8074680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -8074679.000000 Penalty: 5300.582520
	Iteration 31Q: 3 clusters Score -8074679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -8074691.000000 Penalty: 5300.582520
	Iteration 32Q: 3 clusters Score -8074691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8074683.500000 Penalty: 5300.582520
	Iteration 33Q: 3 clusters Score -8074684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -8074690.500000 Penalty: 5300.582520
	Iteration 34Q: 3 clusters Score -8074690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -8074689.000000 Penalty: 5300.582520
	Iteration 35Q: 3 clusters Score -8074689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -8074692.000000 Penalty: 5300.582520
	Iteration 36Q: 3 clusters Score -8074692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -8074687.500000 Penalty: 5300.582520
	Iteration 37Q: 3 clusters Score -8074688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -8074683.000000 Penalty: 5300.582520
	Iteration 38Q: 3 clusters Score -8074683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -8074697.500000 Penalty: 5300.582520
	Iteration 39Q: 3 clusters Score -8074698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -8074685.500000 Penalty: 5300.582520
	Iteration 40F: 3 clusters Score -8074686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -8074687.000000 Penalty: 5300.582520
	Iteration 41Q: 3 clusters Score -8074687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -8074686.500000 Penalty: 5300.582520
	Iteration 42Q: 3 clusters Score -8074686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -8074681.500000 Penalty: 5300.582520
	Iteration 43Q: 3 clusters Score -8074682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -8074688.500000 Penalty: 5300.582520
	Iteration 44Q: 3 clusters Score -8074688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -8074697.000000 Penalty: 5300.582520
	Iteration 45Q: 3 clusters Score -8074697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -8074694.500000 Penalty: 5300.582520
	Iteration 46Q: 3 clusters Score -8074694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -8074695.000000 Penalty: 5300.582520
	Iteration 47Q: 3 clusters Score -8074695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -8074693.500000 Penalty: 5300.582520
	Iteration 48Q: 3 clusters Score -8074694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -8074693.000000 Penalty: 5300.582520
	Iteration 49Q: 3 clusters Score -8074693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8074699.500000 Penalty: 5300.582520
	Iteration 50Q: 3 clusters Score -8074700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -8074692.500000 Penalty: 5300.582520
	Iteration 51Q: 3 clusters Score -8074692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -8074689.000000 Penalty: 5300.582520
	Iteration 52Q: 3 clusters Score -8074689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -8074692.500000 Penalty: 5300.582520
	Iteration 53Q: 3 clusters Score -8074692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -8074692.500000 Penalty: 5300.582520
	Iteration 54F: 3 clusters Score -8074692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Entering Unmasked Estep 
Score: -8400141.000000 Penalty: 2658.527588
	Iteration 0F: 2 clusters Score -8400141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -8370088.000000 Penalty: 5317.055176
	Iteration 0F: 3 clusters Score -8370088 nChanged 20885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -8381786.000000 Penalty: 5317.055176
	Iteration 1F: 3 clusters Score -8381786 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -8382320.500000 Penalty: 5317.055176
	Iteration 2Q: 3 clusters Score -8382320 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -8382807.000000 Penalty: 5317.055176
	Iteration 3Q: 3 clusters Score -8382807 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -8383339.500000 Penalty: 5317.055176
	Iteration 4Q: 3 clusters Score -8383340 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -8384086.500000 Penalty: 5317.055176
	Iteration 5Q: 3 clusters Score -8384086 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -8385226.000000 Penalty: 5317.055176
	Iteration 6F: 3 clusters Score -8385226 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -8386921.000000 Penalty: 5317.055176
	Iteration 7F: 3 clusters Score -8386921 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -8389446.000000 Penalty: 5317.055176
	Iteration 8F: 3 clusters Score -8389446 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -8392570.000000 Penalty: 5317.055176
	Iteration 9F: 3 clusters Score -8392570 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -8395196.000000 Penalty: 5317.055176
	Iteration 10F: 3 clusters Score -8395196 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8396617.000000 Penalty: 5317.055176
	Iteration 11Q: 3 clusters Score -8396617 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -8397256.000000 Penalty: 5317.055176
	Iteration 12Q: 3 clusters Score -8397256 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -8397518.000000 Penalty: 5317.055176
	Iteration 13Q: 3 clusters Score -8397518 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -8397650.000000 Penalty: 5317.055176
	Iteration 14Q: 3 clusters Score -8397650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -8397733.000000 Penalty: 5317.055176
	Iteration 15Q: 3 clusters Score -8397733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -8397767.000000 Penalty: 5317.055176
	Iteration 16Q: 3 clusters Score -8397767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -8397795.000000 Penalty: 5317.055176
	Iteration 17Q: 3 clusters Score -8397795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8397823.000000 Penalty: 5317.055176
	Iteration 18Q: 3 clusters Score -8397823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8397832.000000 Penalty: 5317.055176
	Iteration 19Q: 3 clusters Score -8397832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -8397832.000000 Penalty: 5317.055176
	Iteration 20F: 3 clusters Score -8397832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8397835.000000 Penalty: 5317.055176
	Iteration 21Q: 3 clusters Score -8397835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -8397841.000000 Penalty: 5317.055176
	Iteration 22Q: 3 clusters Score -8397841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -8397847.000000 Penalty: 5317.055176
	Iteration 23Q: 3 clusters Score -8397847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -8397846.000000 Penalty: 5317.055176
	Iteration 24Q: 3 clusters Score -8397846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -8397846.000000 Penalty: 5317.055176
	Iteration 25Q: 3 clusters Score -8397846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8397857.000000 Penalty: 5317.055176
	Iteration 26Q: 3 clusters Score -8397857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -8397854.000000 Penalty: 5317.055176
	Iteration 27Q: 3 clusters Score -8397854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8397861.000000 Penalty: 5317.055176
	Iteration 28Q: 3 clusters Score -8397861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8397860.000000 Penalty: 5317.055176
	Iteration 29Q: 3 clusters Score -8397860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -8397865.000000 Penalty: 5317.055176
	Iteration 30Q: 3 clusters Score -8397865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -8397865.000000 Penalty: 5317.055176
	Iteration 31F: 3 clusters Score -8397865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Entering Unmasked Estep 
Score: -8679658.000000 Penalty: 2663.659180
	Iteration 0F: 2 clusters Score -8679658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -8650577.000000 Penalty: 5327.318359
	Iteration 0F: 3 clusters Score -8650577 nChanged 21224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -8662587.000000 Penalty: 5327.318359
	Iteration 1F: 3 clusters Score -8662587 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -8663146.000000 Penalty: 5327.318359
	Iteration 2Q: 3 clusters Score -8663146 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -8663734.000000 Penalty: 5327.318359
	Iteration 3Q: 3 clusters Score -8663734 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -8664444.000000 Penalty: 5327.318359
	Iteration 4Q: 3 clusters Score -8664444 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -8665380.000000 Penalty: 5327.318359
	Iteration 5Q: 3 clusters Score -8665380 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -8666571.000000 Penalty: 5327.318359
	Iteration 6Q: 3 clusters Score -8666571 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -8668257.000000 Penalty: 5327.318359
	Iteration 7F: 3 clusters Score -8668257 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -8670369.000000 Penalty: 5327.318359
	Iteration 8F: 3 clusters Score -8670369 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -8672597.000000 Penalty: 5327.318359
	Iteration 9F: 3 clusters Score -8672597 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -8674493.000000 Penalty: 5327.318359
	Iteration 10F: 3 clusters Score -8674493 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -8675739.000000 Penalty: 5327.318359
	Iteration 11Q: 3 clusters Score -8675739 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -8676417.000000 Penalty: 5327.318359
	Iteration 12Q: 3 clusters Score -8676417 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -8676861.000000 Penalty: 5327.318359
	Iteration 13Q: 3 clusters Score -8676861 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -8677126.000000 Penalty: 5327.318359
	Iteration 14Q: 3 clusters Score -8677126 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -8677293.000000 Penalty: 5327.318359
	Iteration 15Q: 3 clusters Score -8677293 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -8677372.000000 Penalty: 5327.318359
	Iteration 16Q: 3 clusters Score -8677372 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -8677429.000000 Penalty: 5327.318359
	Iteration 17Q: 3 clusters Score -8677429 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -8677462.000000 Penalty: 5327.318359
	Iteration 18Q: 3 clusters Score -8677462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -8677493.000000 Penalty: 5327.318359
	Iteration 19Q: 3 clusters Score -8677493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -8677489.000000 Penalty: 5327.318359
	Iteration 20F: 3 clusters Score -8677489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -8677502.000000 Penalty: 5327.318359
	Iteration 21Q: 3 clusters Score -8677502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8677503.000000 Penalty: 5327.318359
	Iteration 22Q: 3 clusters Score -8677503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -8677521.000000 Penalty: 5327.318359
	Iteration 23Q: 3 clusters Score -8677521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -8677520.000000 Penalty: 5327.318359
	Iteration 24Q: 3 clusters Score -8677520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -8677524.000000 Penalty: 5327.318359
	Iteration 25Q: 3 clusters Score -8677524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8677522.000000 Penalty: 5327.318359
	Iteration 26Q: 3 clusters Score -8677522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8677522.000000 Penalty: 5327.318359
	Iteration 27Q: 3 clusters Score -8677522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8677525.000000 Penalty: 5327.318359
	Iteration 28Q: 3 clusters Score -8677525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8677525.000000 Penalty: 5327.318359
	Iteration 29F: 3 clusters Score -8677525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Entering Unmasked Estep 
Score: -8647374.000000 Penalty: 2668.334473
	Iteration 0F: 2 clusters Score -8647374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -8616789.000000 Penalty: 5336.668945
	Iteration 0F: 3 clusters Score -8616789 nChanged 21665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -8628763.000000 Penalty: 5336.668945
	Iteration 1F: 3 clusters Score -8628763 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -8629292.000000 Penalty: 5336.668945
	Iteration 2Q: 3 clusters Score -8629292 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -8629832.000000 Penalty: 5336.668945
	Iteration 3Q: 3 clusters Score -8629832 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -8630533.000000 Penalty: 5336.668945
	Iteration 4Q: 3 clusters Score -8630533 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -8631519.000000 Penalty: 5336.668945
	Iteration 5Q: 3 clusters Score -8631519 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -8633087.000000 Penalty: 5336.668945
	Iteration 6F: 3 clusters Score -8633087 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -8635354.000000 Penalty: 5336.668945
	Iteration 7F: 3 clusters Score -8635354 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -8638494.000000 Penalty: 5336.668945
	Iteration 8F: 3 clusters Score -8638494 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -8642042.000000 Penalty: 5336.668945
	Iteration 9F: 3 clusters Score -8642042 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -8644551.000000 Penalty: 5336.668945
	Iteration 10F: 3 clusters Score -8644551 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -8645420.000000 Penalty: 5336.668945
	Iteration 11Q: 3 clusters Score -8645420 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -8645732.000000 Penalty: 5336.668945
	Iteration 12Q: 3 clusters Score -8645732 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -8645937.000000 Penalty: 5336.668945
	Iteration 13Q: 3 clusters Score -8645937 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -8646054.000000 Penalty: 5336.668945
	Iteration 14Q: 3 clusters Score -8646054 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -8646119.000000 Penalty: 5336.668945
	Iteration 15Q: 3 clusters Score -8646119 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -8646163.000000 Penalty: 5336.668945
	Iteration 16Q: 3 clusters Score -8646163 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -8646208.000000 Penalty: 5336.668945
	Iteration 17Q: 3 clusters Score -8646208 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -8646257.000000 Penalty: 5336.668945
	Iteration 18Q: 3 clusters Score -8646257 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -8646302.000000 Penalty: 5336.668945
	Iteration 19Q: 3 clusters Score -8646302 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -8646327.000000 Penalty: 5336.668945
	Iteration 20F: 3 clusters Score -8646327 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -8646335.000000 Penalty: 5336.668945
	Iteration 21Q: 3 clusters Score -8646335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -8646349.000000 Penalty: 5336.668945
	Iteration 22Q: 3 clusters Score -8646349 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -8646362.000000 Penalty: 5336.668945
	Iteration 23Q: 3 clusters Score -8646362 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -8646365.000000 Penalty: 5336.668945
	Iteration 24Q: 3 clusters Score -8646365 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -8646385.000000 Penalty: 5336.668945
	Iteration 25Q: 3 clusters Score -8646385 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -8646391.000000 Penalty: 5336.668945
	Iteration 26Q: 3 clusters Score -8646391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -8646395.000000 Penalty: 5336.668945
	Iteration 27Q: 3 clusters Score -8646395 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -8646422.000000 Penalty: 5336.668945
	Iteration 28Q: 3 clusters Score -8646422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -8646448.000000 Penalty: 5336.668945
	Iteration 29Q: 3 clusters Score -8646448 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -8646454.000000 Penalty: 5336.668945
	Iteration 30Q: 3 clusters Score -8646454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -8646458.000000 Penalty: 5336.668945
	Iteration 31Q: 3 clusters Score -8646458 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -8646483.000000 Penalty: 5336.668945
	Iteration 32Q: 3 clusters Score -8646483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -8646506.000000 Penalty: 5336.668945
	Iteration 33Q: 3 clusters Score -8646506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -8646500.000000 Penalty: 5336.668945
	Iteration 34Q: 3 clusters Score -8646500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -8646506.000000 Penalty: 5336.668945
	Iteration 35Q: 3 clusters Score -8646506 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -8646520.000000 Penalty: 5336.668945
	Iteration 36Q: 3 clusters Score -8646520 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -8646538.000000 Penalty: 5336.668945
	Iteration 37Q: 3 clusters Score -8646538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -8646541.000000 Penalty: 5336.668945
	Iteration 38Q: 3 clusters Score -8646541 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -8646559.000000 Penalty: 5336.668945
	Iteration 39Q: 3 clusters Score -8646559 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -8646559.000000 Penalty: 5336.668945
	Iteration 40F: 3 clusters Score -8646559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -8646569.000000 Penalty: 5336.668945
	Iteration 41Q: 3 clusters Score -8646569 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -8646579.000000 Penalty: 5336.668945
	Iteration 42Q: 3 clusters Score -8646579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -8646594.000000 Penalty: 5336.668945
	Iteration 43Q: 3 clusters Score -8646594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -8646603.000000 Penalty: 5336.668945
	Iteration 44Q: 3 clusters Score -8646603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -8646597.000000 Penalty: 5336.668945
	Iteration 45Q: 3 clusters Score -8646597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -8646587.000000 Penalty: 5336.668945
	Iteration 46Q: 3 clusters Score -8646587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -8646602.000000 Penalty: 5336.668945
	Iteration 47Q: 3 clusters Score -8646602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -8646599.000000 Penalty: 5336.668945
	Iteration 48Q: 3 clusters Score -8646599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -8646594.000000 Penalty: 5336.668945
	Iteration 49Q: 3 clusters Score -8646594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -8646587.000000 Penalty: 5336.668945
	Iteration 50Q: 3 clusters Score -8646587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -8646590.000000 Penalty: 5336.668945
	Iteration 51Q: 3 clusters Score -8646590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -8646596.000000 Penalty: 5336.668945
	Iteration 52Q: 3 clusters Score -8646596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -8646598.000000 Penalty: 5336.668945
	Iteration 53Q: 3 clusters Score -8646598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -8646611.000000 Penalty: 5336.668945
	Iteration 54Q: 3 clusters Score -8646611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -8646617.000000 Penalty: 5336.668945
	Iteration 55Q: 3 clusters Score -8646617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -8646632.000000 Penalty: 5336.668945
	Iteration 56Q: 3 clusters Score -8646632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -8646634.000000 Penalty: 5336.668945
	Iteration 57Q: 3 clusters Score -8646634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -8646629.000000 Penalty: 5336.668945
	Iteration 58Q: 3 clusters Score -8646629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -8646628.000000 Penalty: 5336.668945
	Iteration 59Q: 3 clusters Score -8646628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -8646616.000000 Penalty: 5336.668945
	Iteration 60F: 3 clusters Score -8646616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -8646617.000000 Penalty: 5336.668945
	Iteration 61Q: 3 clusters Score -8646617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -8646618.000000 Penalty: 5336.668945
	Iteration 62Q: 3 clusters Score -8646618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -8646615.000000 Penalty: 5336.668945
	Iteration 63Q: 3 clusters Score -8646615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -8646609.000000 Penalty: 5336.668945
	Iteration 64Q: 3 clusters Score -8646609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -8646618.000000 Penalty: 5336.668945
	Iteration 65Q: 3 clusters Score -8646618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -8646617.000000 Penalty: 5336.668945
	Iteration 66Q: 3 clusters Score -8646617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -8646614.000000 Penalty: 5336.668945
	Iteration 67Q: 3 clusters Score -8646614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -8646618.000000 Penalty: 5336.668945
	Iteration 68Q: 3 clusters Score -8646618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -8646619.000000 Penalty: 5336.668945
	Iteration 69Q: 3 clusters Score -8646619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -8646629.000000 Penalty: 5336.668945
	Iteration 70Q: 3 clusters Score -8646629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -8646641.000000 Penalty: 5336.668945
	Iteration 71Q: 3 clusters Score -8646641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -8646648.000000 Penalty: 5336.668945
	Iteration 72Q: 3 clusters Score -8646648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -8646653.000000 Penalty: 5336.668945
	Iteration 73Q: 3 clusters Score -8646653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -8646644.000000 Penalty: 5336.668945
	Iteration 74Q: 3 clusters Score -8646644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -8646652.000000 Penalty: 5336.668945
	Iteration 75Q: 3 clusters Score -8646652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -8646653.000000 Penalty: 5336.668945
	Iteration 76Q: 3 clusters Score -8646653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -8646646.000000 Penalty: 5336.668945
	Iteration 77Q: 3 clusters Score -8646646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -8646637.000000 Penalty: 5336.668945
	Iteration 78Q: 3 clusters Score -8646637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -8646640.000000 Penalty: 5336.668945
	Iteration 79Q: 3 clusters Score -8646640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -8646648.000000 Penalty: 5336.668945
	Iteration 80F: 3 clusters Score -8646648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -8646639.000000 Penalty: 5336.668945
	Iteration 81Q: 3 clusters Score -8646639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -8646647.000000 Penalty: 5336.668945
	Iteration 82Q: 3 clusters Score -8646647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -8646646.000000 Penalty: 5336.668945
	Iteration 83Q: 3 clusters Score -8646646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -8646654.000000 Penalty: 5336.668945
	Iteration 84Q: 3 clusters Score -8646654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -8646669.000000 Penalty: 5336.668945
	Iteration 85Q: 3 clusters Score -8646669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -8646663.000000 Penalty: 5336.668945
	Iteration 86Q: 3 clusters Score -8646663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -8646663.000000 Penalty: 5336.668945
	Iteration 87Q: 3 clusters Score -8646663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -8646664.000000 Penalty: 5336.668945
	Iteration 88Q: 3 clusters Score -8646664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -8646661.000000 Penalty: 5336.668945
	Iteration 89Q: 3 clusters Score -8646661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -8646653.000000 Penalty: 5336.668945
	Iteration 90Q: 3 clusters Score -8646653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -8646654.000000 Penalty: 5336.668945
	Iteration 91Q: 3 clusters Score -8646654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -8646656.000000 Penalty: 5336.668945
	Iteration 92Q: 3 clusters Score -8646656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -8646646.000000 Penalty: 5336.668945
	Iteration 93Q: 3 clusters Score -8646646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -8646654.000000 Penalty: 5336.668945
	Iteration 94Q: 3 clusters Score -8646654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -8646662.000000 Penalty: 5336.668945
	Iteration 95Q: 3 clusters Score -8646662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -8646659.000000 Penalty: 5336.668945
	Iteration 96Q: 3 clusters Score -8646659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -8646678.000000 Penalty: 5336.668945
	Iteration 97Q: 3 clusters Score -8646678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -8646682.000000 Penalty: 5336.668945
	Iteration 98Q: 3 clusters Score -8646682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -8646683.000000 Penalty: 5336.668945
	Iteration 99Q: 3 clusters Score -8646683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -8646675.000000 Penalty: 5336.668945
	Iteration 100F: 3 clusters Score -8646675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -8646669.000000 Penalty: 5336.668945
	Iteration 101Q: 3 clusters Score -8646669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -8646677.000000 Penalty: 5336.668945
	Iteration 102Q: 3 clusters Score -8646677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -8646678.000000 Penalty: 5336.668945
	Iteration 103Q: 3 clusters Score -8646678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -8646688.000000 Penalty: 5336.668945
	Iteration 104Q: 3 clusters Score -8646688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -8646690.000000 Penalty: 5336.668945
	Iteration 105Q: 3 clusters Score -8646690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -8646703.000000 Penalty: 5336.668945
	Iteration 106Q: 3 clusters Score -8646703 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -8646711.000000 Penalty: 5336.668945
	Iteration 107Q: 3 clusters Score -8646711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -8646707.000000 Penalty: 5336.668945
	Iteration 108Q: 3 clusters Score -8646707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -8646708.000000 Penalty: 5336.668945
	Iteration 109Q: 3 clusters Score -8646708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -8646735.000000 Penalty: 5336.668945
	Iteration 110Q: 3 clusters Score -8646735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -8646726.000000 Penalty: 5336.668945
	Iteration 111Q: 3 clusters Score -8646726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -8646738.000000 Penalty: 5336.668945
	Iteration 112Q: 3 clusters Score -8646738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -8646747.000000 Penalty: 5336.668945
	Iteration 113Q: 3 clusters Score -8646747 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -8646744.000000 Penalty: 5336.668945
	Iteration 114Q: 3 clusters Score -8646744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -8646737.000000 Penalty: 5336.668945
	Iteration 115Q: 3 clusters Score -8646737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -8646737.000000 Penalty: 5336.668945
	Iteration 116Q: 3 clusters Score -8646737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -8646753.000000 Penalty: 5336.668945
	Iteration 117Q: 3 clusters Score -8646753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -8646765.000000 Penalty: 5336.668945
	Iteration 118Q: 3 clusters Score -8646765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -8646775.000000 Penalty: 5336.668945
	Iteration 119Q: 3 clusters Score -8646775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -8646765.000000 Penalty: 5336.668945
	Iteration 120F: 3 clusters Score -8646765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -8646772.000000 Penalty: 5336.668945
	Iteration 121Q: 3 clusters Score -8646772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -8646766.000000 Penalty: 5336.668945
	Iteration 122Q: 3 clusters Score -8646766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -8646770.000000 Penalty: 5336.668945
	Iteration 123Q: 3 clusters Score -8646770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -8646776.000000 Penalty: 5336.668945
	Iteration 124Q: 3 clusters Score -8646776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -8646772.000000 Penalty: 5336.668945
	Iteration 125Q: 3 clusters Score -8646772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -8646758.000000 Penalty: 5336.668945
	Iteration 126Q: 3 clusters Score -8646758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -8646772.000000 Penalty: 5336.668945
	Iteration 127Q: 3 clusters Score -8646772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -8646774.000000 Penalty: 5336.668945
	Iteration 128Q: 3 clusters Score -8646774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -8646774.000000 Penalty: 5336.668945
	Iteration 129Q: 3 clusters Score -8646774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -8646784.000000 Penalty: 5336.668945
	Iteration 130Q: 3 clusters Score -8646784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -8646784.000000 Penalty: 5336.668945
	Iteration 131Q: 3 clusters Score -8646784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -8646784.000000 Penalty: 5336.668945
	Iteration 132Q: 3 clusters Score -8646784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -8646804.000000 Penalty: 5336.668945
	Iteration 133Q: 3 clusters Score -8646804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -8646792.000000 Penalty: 5336.668945
	Iteration 134Q: 3 clusters Score -8646792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -8646796.000000 Penalty: 5336.668945
	Iteration 135Q: 3 clusters Score -8646796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -8646786.000000 Penalty: 5336.668945
	Iteration 136Q: 3 clusters Score -8646786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -8646796.000000 Penalty: 5336.668945
	Iteration 137Q: 3 clusters Score -8646796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -8646787.000000 Penalty: 5336.668945
	Iteration 138Q: 3 clusters Score -8646787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -8646799.000000 Penalty: 5336.668945
	Iteration 139Q: 3 clusters Score -8646799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -8646801.000000 Penalty: 5336.668945
	Iteration 140F: 3 clusters Score -8646801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -8646800.000000 Penalty: 5336.668945
	Iteration 141Q: 3 clusters Score -8646800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -8646775.000000 Penalty: 5336.668945
	Iteration 142Q: 3 clusters Score -8646775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -8646769.000000 Penalty: 5336.668945
	Iteration 143Q: 3 clusters Score -8646769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -8646784.000000 Penalty: 5336.668945
	Iteration 144Q: 3 clusters Score -8646784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -8646786.000000 Penalty: 5336.668945
	Iteration 145Q: 3 clusters Score -8646786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -8646783.000000 Penalty: 5336.668945
	Iteration 146Q: 3 clusters Score -8646783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -8646792.000000 Penalty: 5336.668945
	Iteration 147Q: 3 clusters Score -8646792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -8646804.000000 Penalty: 5336.668945
	Iteration 148Q: 3 clusters Score -8646804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -8646797.000000 Penalty: 5336.668945
	Iteration 149Q: 3 clusters Score -8646797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8646797.000000 Penalty: 5336.668945
	Iteration 150Q: 3 clusters Score -8646797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -8646792.000000 Penalty: 5336.668945
	Iteration 151Q: 3 clusters Score -8646792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -8646786.000000 Penalty: 5336.668945
	Iteration 152Q: 3 clusters Score -8646786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -8646795.000000 Penalty: 5336.668945
	Iteration 153Q: 3 clusters Score -8646795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -8646805.000000 Penalty: 5336.668945
	Iteration 154Q: 3 clusters Score -8646805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -8646807.000000 Penalty: 5336.668945
	Iteration 155Q: 3 clusters Score -8646807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -8646815.000000 Penalty: 5336.668945
	Iteration 156Q: 3 clusters Score -8646815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -8646806.000000 Penalty: 5336.668945
	Iteration 157Q: 3 clusters Score -8646806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -8646814.000000 Penalty: 5336.668945
	Iteration 158Q: 3 clusters Score -8646814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -8646815.000000 Penalty: 5336.668945
	Iteration 159Q: 3 clusters Score -8646815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -8646813.000000 Penalty: 5336.668945
	Iteration 160F: 3 clusters Score -8646813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8646805.000000 Penalty: 5336.668945
	Iteration 161Q: 3 clusters Score -8646805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -8646808.000000 Penalty: 5336.668945
	Iteration 162Q: 3 clusters Score -8646808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -8646788.000000 Penalty: 5336.668945
	Iteration 163Q: 3 clusters Score -8646788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -8646795.000000 Penalty: 5336.668945
	Iteration 164Q: 3 clusters Score -8646795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -8646794.000000 Penalty: 5336.668945
	Iteration 165Q: 3 clusters Score -8646794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8646799.000000 Penalty: 5336.668945
	Iteration 166Q: 3 clusters Score -8646799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -8646798.000000 Penalty: 5336.668945
	Iteration 167Q: 3 clusters Score -8646798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -8646804.000000 Penalty: 5336.668945
	Iteration 168Q: 3 clusters Score -8646804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -8646802.000000 Penalty: 5336.668945
	Iteration 169Q: 3 clusters Score -8646802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -8646805.000000 Penalty: 5336.668945
	Iteration 170Q: 3 clusters Score -8646805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -8646793.000000 Penalty: 5336.668945
	Iteration 171Q: 3 clusters Score -8646793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -8646784.000000 Penalty: 5336.668945
	Iteration 172Q: 3 clusters Score -8646784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -8646783.000000 Penalty: 5336.668945
	Iteration 173Q: 3 clusters Score -8646783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8646782.000000 Penalty: 5336.668945
	Iteration 174Q: 3 clusters Score -8646782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -8646784.000000 Penalty: 5336.668945
	Iteration 175Q: 3 clusters Score -8646784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -8646790.000000 Penalty: 5336.668945
	Iteration 176Q: 3 clusters Score -8646790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -8646790.000000 Penalty: 5336.668945
	Iteration 177Q: 3 clusters Score -8646790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -8646777.000000 Penalty: 5336.668945
	Iteration 178Q: 3 clusters Score -8646777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -8646785.000000 Penalty: 5336.668945
	Iteration 179Q: 3 clusters Score -8646785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -8646779.000000 Penalty: 5336.668945
	Iteration 180F: 3 clusters Score -8646779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -8646781.000000 Penalty: 5336.668945
	Iteration 181Q: 3 clusters Score -8646781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -8646788.000000 Penalty: 5336.668945
	Iteration 182Q: 3 clusters Score -8646788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -8646782.000000 Penalty: 5336.668945
	Iteration 183Q: 3 clusters Score -8646782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8646787.000000 Penalty: 5336.668945
	Iteration 184Q: 3 clusters Score -8646787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -8646787.000000 Penalty: 5336.668945
	Iteration 185Q: 3 clusters Score -8646787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -8646793.000000 Penalty: 5336.668945
	Iteration 186Q: 3 clusters Score -8646793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8646793.000000 Penalty: 5336.668945
	Iteration 187Q: 3 clusters Score -8646793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -8646787.000000 Penalty: 5336.668945
	Iteration 188Q: 3 clusters Score -8646787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -8646791.000000 Penalty: 5336.668945
	Iteration 189Q: 3 clusters Score -8646791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -8646792.000000 Penalty: 5336.668945
	Iteration 190Q: 3 clusters Score -8646792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -8646794.000000 Penalty: 5336.668945
	Iteration 191Q: 3 clusters Score -8646794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -8646803.000000 Penalty: 5336.668945
	Iteration 192Q: 3 clusters Score -8646803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -8646791.000000 Penalty: 5336.668945
	Iteration 193Q: 3 clusters Score -8646791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -8646801.000000 Penalty: 5336.668945
	Iteration 194Q: 3 clusters Score -8646801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -8646788.000000 Penalty: 5336.668945
	Iteration 195Q: 3 clusters Score -8646788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -8646788.000000 Penalty: 5336.668945
	Iteration 196Q: 3 clusters Score -8646788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -8646788.000000 Penalty: 5336.668945
	Iteration 197Q: 3 clusters Score -8646788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -8646793.000000 Penalty: 5336.668945
	Iteration 198Q: 3 clusters Score -8646793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -8646790.000000 Penalty: 5336.668945
	Iteration 199Q: 3 clusters Score -8646790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8646787.000000 Penalty: 5336.668945
	Iteration 200F: 3 clusters Score -8646787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -8646791.000000 Penalty: 5336.668945
	Iteration 201Q: 3 clusters Score -8646791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -8646791.000000 Penalty: 5336.668945
	Iteration 202F: 3 clusters Score -8646791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -61183.289062 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -61183.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59855.867188 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -59855.87 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60041.503906 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -60041.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60103.789062 Penalty: 2975.472656
	Iteration 2Q: 3 clusters Score -60103.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60127.039062 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -60127.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60153.089844 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -60153.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60174.058594 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -60174.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60199.601562 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -60199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60220.312500 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -60220.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60223.816406 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -60223.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60230.187500 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -60230.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60231.480469 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -60231.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60233.468750 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -60233.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60234.605469 Penalty: 2975.472656
	Iteration 12Q: 3 clusters Score -60234.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60234.605469 Penalty: 2975.472656
	Iteration 13F: 3 clusters Score -60234.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Entering Unmasked Estep 
Score: -8594573.000000 Penalty: 2660.862549
	Iteration 0F: 2 clusters Score -8594573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8566151.000000 Penalty: 5321.725098
	Iteration 0F: 3 clusters Score -8566151 nChanged 20921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -8577426.000000 Penalty: 5321.725098
	Iteration 1F: 3 clusters Score -8577426 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -8578274.000000 Penalty: 5321.725098
	Iteration 2Q: 3 clusters Score -8578274 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -8579177.000000 Penalty: 5321.725098
	Iteration 3Q: 3 clusters Score -8579177 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -8580221.000000 Penalty: 5321.725098
	Iteration 4Q: 3 clusters Score -8580221 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -8581743.000000 Penalty: 5321.725098
	Iteration 5F: 3 clusters Score -8581743 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -8583806.000000 Penalty: 5321.725098
	Iteration 6F: 3 clusters Score -8583806 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -8586153.000000 Penalty: 5321.725098
	Iteration 7F: 3 clusters Score -8586153 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -8587985.000000 Penalty: 5321.725098
	Iteration 8F: 3 clusters Score -8587985 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -8588900.000000 Penalty: 5321.725098
	Iteration 9Q: 3 clusters Score -8588900 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -8589324.000000 Penalty: 5321.725098
	Iteration 10Q: 3 clusters Score -8589324 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -8589646.000000 Penalty: 5321.725098
	Iteration 11Q: 3 clusters Score -8589646 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -8589849.000000 Penalty: 5321.725098
	Iteration 12Q: 3 clusters Score -8589849 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -8590118.000000 Penalty: 5321.725098
	Iteration 13Q: 3 clusters Score -8590118 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -8590352.000000 Penalty: 5321.725098
	Iteration 14Q: 3 clusters Score -8590352 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -8590569.000000 Penalty: 5321.725098
	Iteration 15Q: 3 clusters Score -8590569 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -8590705.000000 Penalty: 5321.725098
	Iteration 16Q: 3 clusters Score -8590705 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -8590825.000000 Penalty: 5321.725098
	Iteration 17Q: 3 clusters Score -8590825 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -8590977.000000 Penalty: 5321.725098
	Iteration 18Q: 3 clusters Score -8590977 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -8591106.000000 Penalty: 5321.725098
	Iteration 19Q: 3 clusters Score -8591106 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -8591253.000000 Penalty: 5321.725098
	Iteration 20F: 3 clusters Score -8591253 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -8591383.000000 Penalty: 5321.725098
	Iteration 21Q: 3 clusters Score -8591383 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -8591528.000000 Penalty: 5321.725098
	Iteration 22Q: 3 clusters Score -8591528 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -8591625.000000 Penalty: 5321.725098
	Iteration 23Q: 3 clusters Score -8591625 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -8591708.000000 Penalty: 5321.725098
	Iteration 24Q: 3 clusters Score -8591708 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -8591777.000000 Penalty: 5321.725098
	Iteration 25Q: 3 clusters Score -8591777 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -8591849.000000 Penalty: 5321.725098
	Iteration 26Q: 3 clusters Score -8591849 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -8591944.000000 Penalty: 5321.725098
	Iteration 27Q: 3 clusters Score -8591944 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -8592011.000000 Penalty: 5321.725098
	Iteration 28Q: 3 clusters Score -8592011 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -8592097.000000 Penalty: 5321.725098
	Iteration 29Q: 3 clusters Score -8592097 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -8592156.000000 Penalty: 5321.725098
	Iteration 30Q: 3 clusters Score -8592156 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -8592242.000000 Penalty: 5321.725098
	Iteration 31Q: 3 clusters Score -8592242 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -8592271.000000 Penalty: 5321.725098
	Iteration 32Q: 3 clusters Score -8592271 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -8592317.000000 Penalty: 5321.725098
	Iteration 33Q: 3 clusters Score -8592317 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -8592406.000000 Penalty: 5321.725098
	Iteration 34Q: 3 clusters Score -8592406 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -8592473.000000 Penalty: 5321.725098
	Iteration 35Q: 3 clusters Score -8592473 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -8592551.000000 Penalty: 5321.725098
	Iteration 36Q: 3 clusters Score -8592551 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -8592622.000000 Penalty: 5321.725098
	Iteration 37Q: 3 clusters Score -8592622 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -8592696.000000 Penalty: 5321.725098
	Iteration 38Q: 3 clusters Score -8592696 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -8592734.000000 Penalty: 5321.725098
	Iteration 39Q: 3 clusters Score -8592734 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -8592821.000000 Penalty: 5321.725098
	Iteration 40F: 3 clusters Score -8592821 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -8592897.000000 Penalty: 5321.725098
	Iteration 41Q: 3 clusters Score -8592897 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8592968.000000 Penalty: 5321.725098
	Iteration 42Q: 3 clusters Score -8592968 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -8592992.000000 Penalty: 5321.725098
	Iteration 43Q: 3 clusters Score -8592992 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -8593013.000000 Penalty: 5321.725098
	Iteration 44Q: 3 clusters Score -8593013 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -8593060.000000 Penalty: 5321.725098
	Iteration 45Q: 3 clusters Score -8593060 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8593074.000000 Penalty: 5321.725098
	Iteration 46Q: 3 clusters Score -8593074 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -8593074.000000 Penalty: 5321.725098
	Iteration 47Q: 3 clusters Score -8593074 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -8593084.000000 Penalty: 5321.725098
	Iteration 48Q: 3 clusters Score -8593084 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8593078.000000 Penalty: 5321.725098
	Iteration 49Q: 3 clusters Score -8593078 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -8593071.000000 Penalty: 5321.725098
	Iteration 50Q: 3 clusters Score -8593071 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -8593036.000000 Penalty: 5321.725098
	Iteration 51Q: 3 clusters Score -8593036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -8593015.000000 Penalty: 5321.725098
	Iteration 52Q: 3 clusters Score -8593015 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8592992.000000 Penalty: 5321.725098
	Iteration 53Q: 3 clusters Score -8592992 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -8592981.000000 Penalty: 5321.725098
	Iteration 54Q: 3 clusters Score -8592981 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -8592948.000000 Penalty: 5321.725098
	Iteration 55Q: 3 clusters Score -8592948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -8592927.000000 Penalty: 5321.725098
	Iteration 56Q: 3 clusters Score -8592927 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -8592923.000000 Penalty: 5321.725098
	Iteration 57Q: 3 clusters Score -8592923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -8592893.000000 Penalty: 5321.725098
	Iteration 58Q: 3 clusters Score -8592893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -8592880.000000 Penalty: 5321.725098
	Iteration 59Q: 3 clusters Score -8592880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -8592864.000000 Penalty: 5321.725098
	Iteration 60F: 3 clusters Score -8592864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -8592862.000000 Penalty: 5321.725098
	Iteration 61Q: 3 clusters Score -8592862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8592857.000000 Penalty: 5321.725098
	Iteration 62Q: 3 clusters Score -8592857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8592875.000000 Penalty: 5321.725098
	Iteration 63Q: 3 clusters Score -8592875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -8592855.000000 Penalty: 5321.725098
	Iteration 64Q: 3 clusters Score -8592855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -8592844.000000 Penalty: 5321.725098
	Iteration 65Q: 3 clusters Score -8592844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -8592840.000000 Penalty: 5321.725098
	Iteration 66Q: 3 clusters Score -8592840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8592825.000000 Penalty: 5321.725098
	Iteration 67Q: 3 clusters Score -8592825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -8592822.000000 Penalty: 5321.725098
	Iteration 68Q: 3 clusters Score -8592822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -8592818.000000 Penalty: 5321.725098
	Iteration 69Q: 3 clusters Score -8592818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -8592817.000000 Penalty: 5321.725098
	Iteration 70Q: 3 clusters Score -8592817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -8592824.000000 Penalty: 5321.725098
	Iteration 71Q: 3 clusters Score -8592824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -8592828.000000 Penalty: 5321.725098
	Iteration 72Q: 3 clusters Score -8592828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -8592831.000000 Penalty: 5321.725098
	Iteration 73Q: 3 clusters Score -8592831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -8592813.000000 Penalty: 5321.725098
	Iteration 74Q: 3 clusters Score -8592813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -8592811.000000 Penalty: 5321.725098
	Iteration 75Q: 3 clusters Score -8592811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -8592811.000000 Penalty: 5321.725098
	Iteration 76Q: 3 clusters Score -8592811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -8592812.000000 Penalty: 5321.725098
	Iteration 77Q: 3 clusters Score -8592812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -8592818.000000 Penalty: 5321.725098
	Iteration 78Q: 3 clusters Score -8592818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -8592823.000000 Penalty: 5321.725098
	Iteration 79Q: 3 clusters Score -8592823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -8592828.000000 Penalty: 5321.725098
	Iteration 80F: 3 clusters Score -8592828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -8592827.000000 Penalty: 5321.725098
	Iteration 81Q: 3 clusters Score -8592827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -8592835.000000 Penalty: 5321.725098
	Iteration 82Q: 3 clusters Score -8592835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -8592833.000000 Penalty: 5321.725098
	Iteration 83Q: 3 clusters Score -8592833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -8592827.000000 Penalty: 5321.725098
	Iteration 84Q: 3 clusters Score -8592827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -8592837.000000 Penalty: 5321.725098
	Iteration 85Q: 3 clusters Score -8592837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -8592839.000000 Penalty: 5321.725098
	Iteration 86Q: 3 clusters Score -8592839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -8592833.000000 Penalty: 5321.725098
	Iteration 87Q: 3 clusters Score -8592833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -8592830.000000 Penalty: 5321.725098
	Iteration 88Q: 3 clusters Score -8592830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -8592831.000000 Penalty: 5321.725098
	Iteration 89Q: 3 clusters Score -8592831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -8592831.000000 Penalty: 5321.725098
	Iteration 90F: 3 clusters Score -8592831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44440 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46130 members 
Mstep: Class 6 contains 50128 members 
Mstep: Class 7 contains 44314 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48280 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30007 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42245 members 
Mstep: Class 17 contains 42462 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43768 members 
Mstep: Class 20 contains 45246 members 
Mstep: Class 21 contains 46192 members 
Mstep: Class 22 contains 47071 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696544.000000 Penalty: 79037.695312
Iteration 479Q: 25 clusters Score -1.066965e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44441 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46129 members 
Mstep: Class 6 contains 50122 members 
Mstep: Class 7 contains 44307 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48291 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30007 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42244 members 
Mstep: Class 17 contains 42464 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 45246 members 
Mstep: Class 21 contains 46183 members 
Mstep: Class 22 contains 47073 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696608.000000 Penalty: 79037.695312
Iteration 480F: 25 clusters Score -1.066966e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44443 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46131 members 
Mstep: Class 6 contains 50123 members 
Mstep: Class 7 contains 44306 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48288 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30007 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42244 members 
Mstep: Class 17 contains 42470 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 45248 members 
Mstep: Class 21 contains 46179 members 
Mstep: Class 22 contains 47074 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696608.000000 Penalty: 79037.695312
Iteration 481Q: 25 clusters Score -1.066966e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44443 members 
Mstep: Class 4 contains 878 members 
Mstep: Class 5 contains 46131 members 
Mstep: Class 6 contains 50129 members 
Mstep: Class 7 contains 44300 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48292 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30007 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42241 members 
Mstep: Class 17 contains 42473 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43776 members 
Mstep: Class 20 contains 45245 members 
Mstep: Class 21 contains 46179 members 
Mstep: Class 22 contains 47070 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696512.000000 Penalty: 79037.695312
Iteration 482Q: 25 clusters Score -1.066965e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44445 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46133 members 
Mstep: Class 6 contains 50124 members 
Mstep: Class 7 contains 44290 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48296 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30008 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42240 members 
Mstep: Class 17 contains 42477 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 45248 members 
Mstep: Class 21 contains 46182 members 
Mstep: Class 22 contains 47068 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696576.000000 Penalty: 79037.695312
Iteration 483Q: 25 clusters Score -1.066966e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44446 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46131 members 
Mstep: Class 6 contains 50121 members 
Mstep: Class 7 contains 44288 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48295 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30010 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42242 members 
Mstep: Class 17 contains 42478 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 45244 members 
Mstep: Class 21 contains 46185 members 
Mstep: Class 22 contains 47068 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696512.000000 Penalty: 79037.695312
Iteration 484Q: 25 clusters Score -1.066965e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46128 members 
Mstep: Class 6 contains 50122 members 
Mstep: Class 7 contains 44280 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48297 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30011 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42247 members 
Mstep: Class 17 contains 42478 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 45246 members 
Mstep: Class 21 contains 46188 members 
Mstep: Class 22 contains 47069 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696456.000000 Penalty: 79037.695312
Iteration 485Q: 25 clusters Score -1.066965e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46128 members 
Mstep: Class 6 contains 50119 members 
Mstep: Class 7 contains 44273 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48304 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30012 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42245 members 
Mstep: Class 17 contains 42484 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 45244 members 
Mstep: Class 21 contains 46187 members 
Mstep: Class 22 contains 47068 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696464.000000 Penalty: 79037.695312
Iteration 486Q: 25 clusters Score -1.066965e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46129 members 
Mstep: Class 6 contains 50120 members 
Mstep: Class 7 contains 44271 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48312 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30011 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42245 members 
Mstep: Class 17 contains 42490 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 45245 members 
Mstep: Class 21 contains 46182 members 
Mstep: Class 22 contains 47063 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696424.000000 Penalty: 79037.695312
Iteration 487Q: 25 clusters Score -1.066964e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46129 members 
Mstep: Class 6 contains 50120 members 
Mstep: Class 7 contains 44270 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48317 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30011 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42246 members 
Mstep: Class 17 contains 42491 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43775 members 
Mstep: Class 20 contains 45249 members 
Mstep: Class 21 contains 46179 members 
Mstep: Class 22 contains 47063 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696464.000000 Penalty: 79037.695312
Iteration 488Q: 25 clusters Score -1.066965e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46131 members 
Mstep: Class 6 contains 50120 members 
Mstep: Class 7 contains 44261 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48325 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30011 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42247 members 
Mstep: Class 17 contains 42489 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43775 members 
Mstep: Class 20 contains 45249 members 
Mstep: Class 21 contains 46177 members 
Mstep: Class 22 contains 47063 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696480.000000 Penalty: 79037.695312
Iteration 489Q: 25 clusters Score -1.066965e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46134 members 
Mstep: Class 6 contains 50122 members 
Mstep: Class 7 contains 44253 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48327 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30011 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42245 members 
Mstep: Class 17 contains 42485 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 45247 members 
Mstep: Class 21 contains 46181 members 
Mstep: Class 22 contains 47063 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696568.000000 Penalty: 79037.695312
Iteration 490Q: 25 clusters Score -1.066966e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44449 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46138 members 
Mstep: Class 6 contains 50121 members 
Mstep: Class 7 contains 44255 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48320 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 13 contains 30011 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42245 members 
Mstep: Class 17 contains 42487 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 45247 members 
Mstep: Class 21 contains 46179 members 
Mstep: Class 22 contains 47064 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696528.000000 Penalty: 79037.695312
Iteration 491Q: 25 clusters Score -1.066965e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46140 members 
Mstep: Class 6 contains 50121 members 
Mstep: Class 7 contains 44254 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48319 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30010 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42244 members 
Mstep: Class 17 contains 42483 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43781 members 
Mstep: Class 20 contains 45245 members 
Mstep: Class 21 contains 46183 members 
Mstep: Class 22 contains 47066 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696592.000000 Penalty: 79037.695312
Iteration 492Q: 25 clusters Score -1.066966e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46139 members 
Mstep: Class 6 contains 50121 members 
Mstep: Class 7 contains 44253 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48321 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30008 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42240 members 
Mstep: Class 17 contains 42483 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43780 members 
Mstep: Class 20 contains 45241 members 
Mstep: Class 21 contains 46189 members 
Mstep: Class 22 contains 47071 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696520.000000 Penalty: 79037.695312
Iteration 493Q: 25 clusters Score -1.066965e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44448 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46140 members 
Mstep: Class 6 contains 50119 members 
Mstep: Class 7 contains 44251 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48317 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30009 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42239 members 
Mstep: Class 17 contains 42483 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43779 members 
Mstep: Class 20 contains 45242 members 
Mstep: Class 21 contains 46194 members 
Mstep: Class 22 contains 47072 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696544.000000 Penalty: 79037.695312
Iteration 494Q: 25 clusters Score -1.066965e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44451 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46141 members 
Mstep: Class 6 contains 50116 members 
Mstep: Class 7 contains 44252 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48311 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30009 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42237 members 
Mstep: Class 17 contains 42485 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43779 members 
Mstep: Class 20 contains 45241 members 
Mstep: Class 21 contains 46200 members 
Mstep: Class 22 contains 47073 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696536.000000 Penalty: 79037.695312
Iteration 495Q: 25 clusters Score -1.066965e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44454 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46140 members 
Mstep: Class 6 contains 50111 members 
Mstep: Class 7 contains 44252 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48307 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30009 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42239 members 
Mstep: Class 17 contains 42490 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43776 members 
Mstep: Class 20 contains 45239 members 
Mstep: Class 21 contains 46202 members 
Mstep: Class 22 contains 47077 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696480.000000 Penalty: 79037.695312
Iteration 496Q: 25 clusters Score -1.066965e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44456 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46136 members 
Mstep: Class 6 contains 50114 members 
Mstep: Class 7 contains 44253 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48309 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30008 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42238 members 
Mstep: Class 17 contains 42490 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43775 members 
Mstep: Class 20 contains 45239 members 
Mstep: Class 21 contains 46207 members 
Mstep: Class 22 contains 47075 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696512.000000 Penalty: 79037.695312
Iteration 497Q: 25 clusters Score -1.066965e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44456 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46135 members 
Mstep: Class 6 contains 50118 members 
Mstep: Class 7 contains 44255 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48309 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30008 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42237 members 
Mstep: Class 17 contains 42489 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43775 members 
Mstep: Class 20 contains 45239 members 
Mstep: Class 21 contains 46211 members 
Mstep: Class 22 contains 47074 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696528.000000 Penalty: 79037.695312
Iteration 498Q: 25 clusters Score -1.066965e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44455 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46136 members 
Mstep: Class 6 contains 50117 members 
Mstep: Class 7 contains 44257 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48312 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30008 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42236 members 
Mstep: Class 17 contains 42485 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43776 members 
Mstep: Class 20 contains 45239 members 
Mstep: Class 21 contains 46211 members 
Mstep: Class 22 contains 47074 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696504.000000 Penalty: 79037.695312
Iteration 499Q: 25 clusters Score -1.066965e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 3 contains 44455 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 46135 members 
Mstep: Class 6 contains 50119 members 
Mstep: Class 7 contains 44261 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 9 contains 48312 members 
Mstep: Class 10 contains 317 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 30008 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 42236 members 
Mstep: Class 17 contains 42485 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 45241 members 
Mstep: Class 21 contains 46208 members 
Mstep: Class 22 contains 47071 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 45649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696584.000000 Penalty: 79037.695312
Iteration 500F: 25 clusters Score -1.066966e+08 nChanged 24
Maximum iterations exceeded
--- Evaluating fit on full set of 1754678 points ---
Entering Unmasked Estep 
Score: -322360224.000000 Penalty: 85576.640625
23->25 Clusters: Score -322360224.000000, best is -322551680.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 584892 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 25358 members 
Mstep: Class 3 contains 25047 members 
Mstep: Class 4 contains 25314 members 
Mstep: Class 5 contains 25478 members 
Mstep: Class 6 contains 25542 members 
Mstep: Class 7 contains 25245 members 
Mstep: Class 8 contains 25327 members 
Mstep: Class 9 contains 25475 members 
Mstep: Class 10 contains 25546 members 
Mstep: Class 11 contains 25847 members 
Mstep: Class 12 contains 25170 members 
Mstep: Class 13 contains 25862 members 
Mstep: Class 14 contains 25427 members 
Mstep: Class 15 contains 25230 members 
Mstep: Class 16 contains 25352 members 
Mstep: Class 17 contains 25383 members 
Mstep: Class 18 contains 25600 members 
Mstep: Class 19 contains 25289 members 
Mstep: Class 20 contains 25327 members 
Mstep: Class 21 contains 25448 members 
Mstep: Class 22 contains 25520 members 
Mstep: Class 23 contains 25694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1334.058838 but Gain 3293.234375
Score: -101716928.000000 Penalty: 72451.218750
Iteration 0F: 23 clusters Score -1.017169e+08 nChanged 559081
Entering Unmasked Mstep 
Mstep: Class 0 contains 1660 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 12789 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 9754 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 17009 members 
Mstep: Class 7 contains 7549 members 
Mstep: Class 8 contains 167183 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 5275 members 
Mstep: Class 13 contains 4075 members 
Mstep: Class 14 contains 3892 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 292065 members 
Mstep: Class 17 contains 6168 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 11914 members 
Mstep: Class 20 contains 5399 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 5830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 577.237671 but Gain 3293.234375
Score: -105192440.000000 Penalty: 69157.984375
Iteration 1F: 22 clusters Score -1.051924e+08 nChanged 199189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1361 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 20014 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 6907 members 
Mstep: Class 6 contains 27846 members 
Mstep: Class 7 contains 7587 members 
Mstep: Class 8 contains 246775 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 11 contains 4743 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 4134 members 
Mstep: Class 16 contains 224872 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 499 members 
Mstep: Class 19 contains 18183 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 2804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 818.280823 but Gain 3293.242188
Score: -105514624.000000 Penalty: 65864.742188
Iteration 2F: 21 clusters Score -1.055146e+08 nChanged 173211
Entering Unmasked Mstep 
Mstep: Class 0 contains 708 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 39449 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 9522 members 
Mstep: Class 6 contains 62235 members 
Mstep: Class 7 contains 10439 members 
Mstep: Class 8 contains 175963 members 
Mstep: Class 11 contains 7826 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 768 members 
Mstep: Class 15 contains 7039 members 
Mstep: Class 16 contains 214629 members 
Mstep: Class 17 contains 1857 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 19 contains 35635 members 
Mstep: Class 20 contains 1415 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 3011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1506.600464 but Gain 3293.234375
Score: -105923208.000000 Penalty: 62571.507812
Iteration 3F: 20 clusters Score -1.059232e+08 nChanged 140339
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 61346 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 10321 members 
Mstep: Class 6 contains 112628 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 147762 members 
Mstep: Class 11 contains 9274 members 
Mstep: Class 12 contains 6773 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 8580 members 
Mstep: Class 16 contains 151127 members 
Mstep: Class 17 contains 1043 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 19 contains 54009 members 
Mstep: Class 20 contains 932 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1992.699951 but Gain 3293.238281
Score: -105990976.000000 Penalty: 59278.269531
Iteration 4F: 19 clusters Score -1.05991e+08 nChanged 173198
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 107909 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 4 contains 12713 members 
Mstep: Class 6 contains 110551 members 
Mstep: Class 7 contains 12842 members 
Mstep: Class 8 contains 97856 members 
Mstep: Class 11 contains 10755 members 
Mstep: Class 12 contains 6284 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 9508 members 
Mstep: Class 16 contains 119824 members 
Mstep: Class 17 contains 724 members 
Mstep: Class 19 contains 85850 members 
Mstep: Class 20 contains 807 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1404 members 
Mstep: Class 23 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2100.044434 but Gain 3293.238281
Score: -106100168.000000 Penalty: 55985.031250
Iteration 5F: 18 clusters Score -1.061002e+08 nChanged 126482
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 96922 members 
Mstep: Class 4 contains 16309 members 
Mstep: Class 6 contains 92433 members 
Mstep: Class 7 contains 15881 members 
Mstep: Class 8 contains 103593 members 
Mstep: Class 11 contains 12049 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 96891 members 
Mstep: Class 17 contains 607 members 
Mstep: Class 19 contains 125397 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 1439 members 
Mstep: Class 23 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1905.427979 but Gain 3293.234375
Score: -106140296.000000 Penalty: 52691.796875
Iteration 6F: 17 clusters Score -1.061403e+08 nChanged 120264
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 101942 members 
Mstep: Class 4 contains 20019 members 
Mstep: Class 6 contains 116075 members 
Mstep: Class 7 contains 20244 members 
Mstep: Class 8 contains 91700 members 
Mstep: Class 11 contains 12525 members 
Mstep: Class 12 contains 6345 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 11173 members 
Mstep: Class 16 contains 105496 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 19 contains 92316 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106177280.000000 Penalty: 52691.796875
Iteration 7F: 17 clusters Score -1.061773e+08 nChanged 86571
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 95804 members 
Mstep: Class 4 contains 25099 members 
Mstep: Class 6 contains 97042 members 
Mstep: Class 7 contains 26380 members 
Mstep: Class 8 contains 99393 members 
Mstep: Class 11 contains 12610 members 
Mstep: Class 12 contains 6745 members 
Mstep: Class 14 contains 1360 members 
Mstep: Class 15 contains 11606 members 
Mstep: Class 16 contains 93213 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 19 contains 110003 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 1223 members 
Mstep: Class 22 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106222408.000000 Penalty: 52691.796875
Iteration 8F: 17 clusters Score -1.062224e+08 nChanged 73620
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 97013 members 
Mstep: Class 4 contains 29651 members 
Mstep: Class 6 contains 105395 members 
Mstep: Class 7 contains 34448 members 
Mstep: Class 8 contains 87907 members 
Mstep: Class 11 contains 12021 members 
Mstep: Class 12 contains 7285 members 
Mstep: Class 14 contains 1432 members 
Mstep: Class 15 contains 12104 members 
Mstep: Class 16 contains 94723 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 19 contains 97384 members 
Mstep: Class 20 contains 861 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106266632.000000 Penalty: 52691.796875
Iteration 9F: 17 clusters Score -1.062666e+08 nChanged 65532
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 92971 members 
Mstep: Class 4 contains 35447 members 
Mstep: Class 6 contains 96299 members 
Mstep: Class 7 contains 45763 members 
Mstep: Class 8 contains 90846 members 
Mstep: Class 11 contains 11287 members 
Mstep: Class 12 contains 7626 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 12753 members 
Mstep: Class 16 contains 87603 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 19 contains 97397 members 
Mstep: Class 20 contains 860 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106324624.000000 Penalty: 52691.796875
Iteration 10F: 17 clusters Score -1.063246e+08 nChanged 62620
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 89880 members 
Mstep: Class 4 contains 40870 members 
Mstep: Class 6 contains 97130 members 
Mstep: Class 7 contains 58340 members 
Mstep: Class 8 contains 82879 members 
Mstep: Class 11 contains 10284 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 14 contains 1574 members 
Mstep: Class 15 contains 13474 members 
Mstep: Class 16 contains 84103 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 19 contains 93363 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 900 members 
Mstep: Class 22 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106368848.000000 Penalty: 52691.796875
Iteration 11F: 17 clusters Score -1.063688e+08 nChanged 61396
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 89272 members 
Mstep: Class 4 contains 47638 members 
Mstep: Class 6 contains 94158 members 
Mstep: Class 7 contains 69348 members 
Mstep: Class 8 contains 79363 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 7604 members 
Mstep: Class 14 contains 1623 members 
Mstep: Class 15 contains 14255 members 
Mstep: Class 16 contains 76935 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 19 contains 90105 members 
Mstep: Class 20 contains 868 members 
Mstep: Class 21 contains 861 members 
Mstep: Class 22 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106398480.000000 Penalty: 52691.796875
Iteration 12F: 17 clusters Score -1.063985e+08 nChanged 56417
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 86856 members 
Mstep: Class 4 contains 56787 members 
Mstep: Class 6 contains 94495 members 
Mstep: Class 7 contains 74538 members 
Mstep: Class 8 contains 75135 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 14 contains 1656 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 70833 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 19 contains 88016 members 
Mstep: Class 20 contains 860 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 1477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106418664.000000 Penalty: 52691.796875
Iteration 13F: 17 clusters Score -1.064187e+08 nChanged 50441
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 85099 members 
Mstep: Class 4 contains 67855 members 
Mstep: Class 6 contains 92320 members 
Mstep: Class 7 contains 75072 members 
Mstep: Class 8 contains 72795 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 7953 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 16093 members 
Mstep: Class 16 contains 67255 members 
Mstep: Class 17 contains 545 members 
Mstep: Class 19 contains 85519 members 
Mstep: Class 20 contains 858 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106436768.000000 Penalty: 52691.796875
Iteration 14F: 17 clusters Score -1.064368e+08 nChanged 44397
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 81861 members 
Mstep: Class 4 contains 79258 members 
Mstep: Class 6 contains 91732 members 
Mstep: Class 7 contains 72851 members 
Mstep: Class 8 contains 70971 members 
Mstep: Class 11 contains 7853 members 
Mstep: Class 12 contains 8469 members 
Mstep: Class 14 contains 1699 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 65097 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 19 contains 82944 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 758 members 
Mstep: Class 22 contains 1464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106445472.000000 Penalty: 52691.796875
Iteration 15F: 17 clusters Score -1.064455e+08 nChanged 40405
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 79209 members 
Mstep: Class 4 contains 89911 members 
Mstep: Class 6 contains 90577 members 
Mstep: Class 7 contains 70082 members 
Mstep: Class 8 contains 69754 members 
Mstep: Class 11 contains 7832 members 
Mstep: Class 12 contains 9345 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 18224 members 
Mstep: Class 16 contains 63839 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 19 contains 79347 members 
Mstep: Class 20 contains 847 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106453592.000000 Penalty: 52691.796875
Iteration 16F: 17 clusters Score -1.064536e+08 nChanged 39451
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 76015 members 
Mstep: Class 4 contains 100567 members 
Mstep: Class 6 contains 85976 members 
Mstep: Class 7 contains 68710 members 
Mstep: Class 8 contains 68514 members 
Mstep: Class 11 contains 8095 members 
Mstep: Class 12 contains 10542 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 19586 members 
Mstep: Class 16 contains 63405 members 
Mstep: Class 17 contains 545 members 
Mstep: Class 19 contains 76713 members 
Mstep: Class 20 contains 836 members 
Mstep: Class 21 contains 737 members 
Mstep: Class 22 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106444072.000000 Penalty: 52691.796875
Iteration 17F: 17 clusters Score -1.064441e+08 nChanged 38879
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 73401 members 
Mstep: Class 4 contains 98994 members 
Mstep: Class 6 contains 88843 members 
Mstep: Class 7 contains 69648 members 
Mstep: Class 8 contains 67012 members 
Mstep: Class 11 contains 8680 members 
Mstep: Class 12 contains 12378 members 
Mstep: Class 14 contains 1682 members 
Mstep: Class 15 contains 21582 members 
Mstep: Class 16 contains 62008 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 19 contains 75562 members 
Mstep: Class 20 contains 834 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 1418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106448312.000000 Penalty: 52691.796875
Iteration 18F: 17 clusters Score -1.064483e+08 nChanged 24644
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 72538 members 
Mstep: Class 4 contains 96291 members 
Mstep: Class 6 contains 88183 members 
Mstep: Class 7 contains 70351 members 
Mstep: Class 8 contains 66610 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 14796 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 15 contains 23116 members 
Mstep: Class 16 contains 62445 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 19 contains 74648 members 
Mstep: Class 20 contains 834 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106457928.000000 Penalty: 52691.796875
Iteration 19Q: 17 clusters Score -1.064579e+08 nChanged 19852
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 70987 members 
Mstep: Class 4 contains 94289 members 
Mstep: Class 6 contains 88285 members 
Mstep: Class 7 contains 70273 members 
Mstep: Class 8 contains 66393 members 
Mstep: Class 11 contains 9375 members 
Mstep: Class 12 contains 17779 members 
Mstep: Class 14 contains 1635 members 
Mstep: Class 15 contains 24259 members 
Mstep: Class 16 contains 62654 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 19 contains 73736 members 
Mstep: Class 20 contains 834 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106464080.000000 Penalty: 52691.796875
Iteration 20F: 17 clusters Score -1.064641e+08 nChanged 17927
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 69404 members 
Mstep: Class 4 contains 92596 members 
Mstep: Class 6 contains 87837 members 
Mstep: Class 7 contains 69827 members 
Mstep: Class 8 contains 66171 members 
Mstep: Class 11 contains 9627 members 
Mstep: Class 12 contains 21662 members 
Mstep: Class 14 contains 1602 members 
Mstep: Class 15 contains 25104 members 
Mstep: Class 16 contains 62986 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 19 contains 72779 members 
Mstep: Class 20 contains 830 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106470888.000000 Penalty: 52691.796875
Iteration 21Q: 17 clusters Score -1.064709e+08 nChanged 17314
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 67637 members 
Mstep: Class 4 contains 91019 members 
Mstep: Class 6 contains 87522 members 
Mstep: Class 7 contains 69007 members 
Mstep: Class 8 contains 65755 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 26615 members 
Mstep: Class 14 contains 1561 members 
Mstep: Class 15 contains 25796 members 
Mstep: Class 16 contains 63050 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 19 contains 71741 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106478040.000000 Penalty: 52691.796875
Iteration 22Q: 17 clusters Score -1.06478e+08 nChanged 17222
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 65852 members 
Mstep: Class 4 contains 89486 members 
Mstep: Class 6 contains 86953 members 
Mstep: Class 7 contains 67765 members 
Mstep: Class 8 contains 65126 members 
Mstep: Class 11 contains 9907 members 
Mstep: Class 12 contains 33064 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 26364 members 
Mstep: Class 16 contains 62940 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 19 contains 70448 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 689 members 
Mstep: Class 22 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106486512.000000 Penalty: 52691.796875
Iteration 23Q: 17 clusters Score -1.064865e+08 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 63940 members 
Mstep: Class 4 contains 87931 members 
Mstep: Class 6 contains 86400 members 
Mstep: Class 7 contains 66133 members 
Mstep: Class 8 contains 64064 members 
Mstep: Class 11 contains 9924 members 
Mstep: Class 12 contains 41422 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 26829 members 
Mstep: Class 16 contains 62339 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 19 contains 68886 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106495904.000000 Penalty: 52691.796875
Iteration 24Q: 17 clusters Score -1.064959e+08 nChanged 20712
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 61856 members 
Mstep: Class 4 contains 85965 members 
Mstep: Class 6 contains 85144 members 
Mstep: Class 7 contains 64147 members 
Mstep: Class 8 contains 62397 members 
Mstep: Class 11 contains 9888 members 
Mstep: Class 12 contains 52719 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 27205 members 
Mstep: Class 16 contains 61406 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 19 contains 67110 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106505688.000000 Penalty: 52691.796875
Iteration 25Q: 17 clusters Score -1.065057e+08 nChanged 25493
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 58593 members 
Mstep: Class 4 contains 85082 members 
Mstep: Class 6 contains 84735 members 
Mstep: Class 7 contains 61264 members 
Mstep: Class 8 contains 60026 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 67096 members 
Mstep: Class 14 contains 1428 members 
Mstep: Class 15 contains 27526 members 
Mstep: Class 16 contains 59370 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 19 contains 64323 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 687 members 
Mstep: Class 22 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106507840.000000 Penalty: 52691.796875
Iteration 26Q: 17 clusters Score -1.065078e+08 nChanged 21679
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 55813 members 
Mstep: Class 4 contains 84797 members 
Mstep: Class 6 contains 84845 members 
Mstep: Class 7 contains 60312 members 
Mstep: Class 8 contains 58465 members 
Mstep: Class 11 contains 9686 members 
Mstep: Class 12 contains 75615 members 
Mstep: Class 14 contains 1416 members 
Mstep: Class 15 contains 27947 members 
Mstep: Class 16 contains 57936 members 
Mstep: Class 17 contains 546 members 
Mstep: Class 19 contains 62377 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 687 members 
Mstep: Class 22 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106504952.000000 Penalty: 52691.796875
Iteration 27Q: 17 clusters Score -1.06505e+08 nChanged 14685
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 54742 members 
Mstep: Class 4 contains 84413 members 
Mstep: Class 6 contains 84665 members 
Mstep: Class 7 contains 60297 members 
Mstep: Class 8 contains 57996 members 
Mstep: Class 11 contains 9574 members 
Mstep: Class 12 contains 78654 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 28402 members 
Mstep: Class 16 contains 57488 members 
Mstep: Class 17 contains 546 members 
Mstep: Class 19 contains 61539 members 
Mstep: Class 20 contains 826 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106503256.000000 Penalty: 52691.796875
Iteration 28Q: 17 clusters Score -1.065033e+08 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 54449 members 
Mstep: Class 4 contains 84035 members 
Mstep: Class 6 contains 84603 members 
Mstep: Class 7 contains 60535 members 
Mstep: Class 8 contains 57909 members 
Mstep: Class 11 contains 9463 members 
Mstep: Class 12 contains 79489 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 28836 members 
Mstep: Class 16 contains 57286 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 19 contains 61150 members 
Mstep: Class 20 contains 826 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 1354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106502808.000000 Penalty: 52691.796875
Iteration 29Q: 17 clusters Score -1.065028e+08 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 54298 members 
Mstep: Class 4 contains 83618 members 
Mstep: Class 6 contains 84529 members 
Mstep: Class 7 contains 60767 members 
Mstep: Class 8 contains 58130 members 
Mstep: Class 11 contains 9349 members 
Mstep: Class 12 contains 79509 members 
Mstep: Class 14 contains 1392 members 
Mstep: Class 15 contains 29240 members 
Mstep: Class 16 contains 57276 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 19 contains 61032 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 1350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106502648.000000 Penalty: 52691.796875
Iteration 30Q: 17 clusters Score -1.065026e+08 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 54138 members 
Mstep: Class 4 contains 83333 members 
Mstep: Class 6 contains 84444 members 
Mstep: Class 7 contains 60898 members 
Mstep: Class 8 contains 58404 members 
Mstep: Class 11 contains 9227 members 
Mstep: Class 12 contains 79341 members 
Mstep: Class 14 contains 1385 members 
Mstep: Class 15 contains 29632 members 
Mstep: Class 16 contains 57272 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 19 contains 61048 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106501752.000000 Penalty: 52691.796875
Iteration 31Q: 17 clusters Score -1.065018e+08 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 54065 members 
Mstep: Class 4 contains 83012 members 
Mstep: Class 6 contains 84318 members 
Mstep: Class 7 contains 60907 members 
Mstep: Class 8 contains 58713 members 
Mstep: Class 11 contains 9152 members 
Mstep: Class 12 contains 79165 members 
Mstep: Class 14 contains 1383 members 
Mstep: Class 15 contains 29999 members 
Mstep: Class 16 contains 57265 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 19 contains 61130 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106501800.000000 Penalty: 52691.796875
Iteration 32Q: 17 clusters Score -1.065018e+08 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 53889 members 
Mstep: Class 4 contains 82708 members 
Mstep: Class 6 contains 84293 members 
Mstep: Class 7 contains 60958 members 
Mstep: Class 8 contains 58992 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 78954 members 
Mstep: Class 14 contains 1384 members 
Mstep: Class 15 contains 30348 members 
Mstep: Class 16 contains 57316 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 19 contains 61173 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106502232.000000 Penalty: 52691.796875
Iteration 33Q: 17 clusters Score -1.065022e+08 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 53725 members 
Mstep: Class 4 contains 82500 members 
Mstep: Class 6 contains 84220 members 
Mstep: Class 7 contains 60912 members 
Mstep: Class 8 contains 59250 members 
Mstep: Class 11 contains 9012 members 
Mstep: Class 12 contains 78763 members 
Mstep: Class 14 contains 1387 members 
Mstep: Class 15 contains 30665 members 
Mstep: Class 16 contains 57377 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 19 contains 61276 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106501912.000000 Penalty: 52691.796875
Iteration 34Q: 17 clusters Score -1.065019e+08 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 53594 members 
Mstep: Class 4 contains 82232 members 
Mstep: Class 6 contains 84219 members 
Mstep: Class 7 contains 60843 members 
Mstep: Class 8 contains 59534 members 
Mstep: Class 11 contains 8957 members 
Mstep: Class 12 contains 78505 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 30981 members 
Mstep: Class 16 contains 57418 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 19 contains 61400 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106501992.000000 Penalty: 52691.796875
Iteration 35Q: 17 clusters Score -1.06502e+08 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 53525 members 
Mstep: Class 4 contains 82002 members 
Mstep: Class 6 contains 84060 members 
Mstep: Class 7 contains 60645 members 
Mstep: Class 8 contains 59881 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 78321 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 31296 members 
Mstep: Class 16 contains 57533 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 826 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106501992.000000 Penalty: 52691.796875
Iteration 36Q: 17 clusters Score -1.06502e+08 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 53517 members 
Mstep: Class 4 contains 81721 members 
Mstep: Class 6 contains 84023 members 
Mstep: Class 7 contains 60445 members 
Mstep: Class 8 contains 60167 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 78177 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 31601 members 
Mstep: Class 16 contains 57611 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 19 contains 61540 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106501984.000000 Penalty: 52691.796875
Iteration 37Q: 17 clusters Score -1.06502e+08 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 53598 members 
Mstep: Class 4 contains 81417 members 
Mstep: Class 6 contains 83958 members 
Mstep: Class 7 contains 60305 members 
Mstep: Class 8 contains 60437 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 77965 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 31897 members 
Mstep: Class 16 contains 57690 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106502760.000000 Penalty: 52691.796875
Iteration 38Q: 17 clusters Score -1.065028e+08 nChanged 5453
Entering ConstructFrom: 
Score: -106502760.000000 Penalty: 52691.796875
Entering ConstructFrom: 
Trying to split cluster 1 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -411564.062500 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -411564.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -408681.250000 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -408681.2 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -409479.656250 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -409479.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -409903.250000 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -409903.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -410258.906250 Penalty: 3860.892334
	Iteration 3F: 3 clusters Score -410258.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -410687.656250 Penalty: 3860.892334
	Iteration 4F: 3 clusters Score -410687.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -411074.281250 Penalty: 3860.892334
	Iteration 5F: 3 clusters Score -411074.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -411326.218750 Penalty: 3860.892334
	Iteration 6F: 3 clusters Score -411326.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -411462.343750 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -411462.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -411544.062500 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -411544.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -411598.843750 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -411598.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -411616.531250 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -411616.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -411629.843750 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -411629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -411640.593750 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -411640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -411644.031250 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -411644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -411646.093750 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -411646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -411649.562500 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -411649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -411652.093750 Penalty: 3860.892334
	Iteration 16Q: 3 clusters Score -411652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -411655.937500 Penalty: 3860.892334
	Iteration 17Q: 3 clusters Score -411655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -411657.468750 Penalty: 3860.892334
	Iteration 18Q: 3 clusters Score -411657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -411658.250000 Penalty: 3860.892334
	Iteration 19Q: 3 clusters Score -411658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -411658.250000 Penalty: 3860.892334
	Iteration 20F: 3 clusters Score -411658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 53597 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 81193 members 
Mstep: Class 6 contains 83861 members 
Mstep: Class 7 contains 60164 members 
Mstep: Class 8 contains 60623 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 77814 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 57807 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 19 contains 61664 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1341 members 
Entering Unmasked Estep 
Score: -106501144.000000 Penalty: 55985.031250
Splitting cluster 1 changes total score from -106502760.000000 to -106501144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (53597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Entering Unmasked Estep 
Score: -9902350.000000 Penalty: 2700.533447
	Iteration 0F: 2 clusters Score -9902350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -9875234.000000 Penalty: 5401.066895
	Iteration 0F: 3 clusters Score -9875234 nChanged 24720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -9888894.000000 Penalty: 5401.066895
	Iteration 1F: 3 clusters Score -9888894 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -9889726.000000 Penalty: 5401.066895
	Iteration 2Q: 3 clusters Score -9889726 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -9890838.000000 Penalty: 5401.066895
	Iteration 3Q: 3 clusters Score -9890838 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -9892181.000000 Penalty: 5401.066895
	Iteration 4F: 3 clusters Score -9892181 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -9893811.000000 Penalty: 5401.066895
	Iteration 5F: 3 clusters Score -9893811 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -9895800.000000 Penalty: 5401.066895
	Iteration 6F: 3 clusters Score -9895800 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -9898014.000000 Penalty: 5401.066895
	Iteration 7F: 3 clusters Score -9898014 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -9900393.000000 Penalty: 5401.066895
	Iteration 8F: 3 clusters Score -9900393 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -9902650.000000 Penalty: 5401.066895
	Iteration 9F: 3 clusters Score -9902650 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -9904409.000000 Penalty: 5401.066895
	Iteration 10Q: 3 clusters Score -9904409 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -9905434.000000 Penalty: 5401.066895
	Iteration 11Q: 3 clusters Score -9905434 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -9905962.000000 Penalty: 5401.066895
	Iteration 12Q: 3 clusters Score -9905962 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -9906342.000000 Penalty: 5401.066895
	Iteration 13Q: 3 clusters Score -9906342 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -9906478.000000 Penalty: 5401.066895
	Iteration 14Q: 3 clusters Score -9906478 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -9906379.000000 Penalty: 5401.066895
	Iteration 15Q: 3 clusters Score -9906379 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -9905987.000000 Penalty: 5401.066895
	Iteration 16Q: 3 clusters Score -9905987 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -9905160.000000 Penalty: 5401.066895
	Iteration 17Q: 3 clusters Score -9905160 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -9904373.000000 Penalty: 5401.066895
	Iteration 18Q: 3 clusters Score -9904373 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -9903730.000000 Penalty: 5401.066895
	Iteration 19Q: 3 clusters Score -9903730 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -9903197.000000 Penalty: 5401.066895
	Iteration 20F: 3 clusters Score -9903197 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -9902739.000000 Penalty: 5401.066895
	Iteration 21Q: 3 clusters Score -9902739 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -9902445.000000 Penalty: 5401.066895
	Iteration 22Q: 3 clusters Score -9902445 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -9902125.000000 Penalty: 5401.066895
	Iteration 23Q: 3 clusters Score -9902125 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -9901880.000000 Penalty: 5401.066895
	Iteration 24Q: 3 clusters Score -9901880 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -9901654.000000 Penalty: 5401.066895
	Iteration 25Q: 3 clusters Score -9901654 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -9901497.000000 Penalty: 5401.066895
	Iteration 26Q: 3 clusters Score -9901497 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 52422 members 
Entering Unmasked Estep 
Score: -9901404.000000 Penalty: 5401.066895
	Iteration 27Q: 3 clusters Score -9901404 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -9901315.000000 Penalty: 5401.066895
	Iteration 28Q: 3 clusters Score -9901315 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -9901249.000000 Penalty: 5401.066895
	Iteration 29Q: 3 clusters Score -9901249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -9901211.000000 Penalty: 5401.066895
	Iteration 30Q: 3 clusters Score -9901211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -9901195.000000 Penalty: 5401.066895
	Iteration 31Q: 3 clusters Score -9901195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -9901152.000000 Penalty: 5401.066895
	Iteration 32Q: 3 clusters Score -9901152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -9901153.000000 Penalty: 5401.066895
	Iteration 33Q: 3 clusters Score -9901153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -9901121.000000 Penalty: 5401.066895
	Iteration 34Q: 3 clusters Score -9901121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -9901103.000000 Penalty: 5401.066895
	Iteration 35Q: 3 clusters Score -9901103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -9901092.000000 Penalty: 5401.066895
	Iteration 36Q: 3 clusters Score -9901092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -9901088.000000 Penalty: 5401.066895
	Iteration 37Q: 3 clusters Score -9901088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -9901075.000000 Penalty: 5401.066895
	Iteration 38Q: 3 clusters Score -9901075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -9901075.000000 Penalty: 5401.066895
	Iteration 39Q: 3 clusters Score -9901075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -9901061.000000 Penalty: 5401.066895
	Iteration 40F: 3 clusters Score -9901061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -9901048.000000 Penalty: 5401.066895
	Iteration 41Q: 3 clusters Score -9901048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -9901052.000000 Penalty: 5401.066895
	Iteration 42Q: 3 clusters Score -9901052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -9901041.000000 Penalty: 5401.066895
	Iteration 43Q: 3 clusters Score -9901041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -9901018.000000 Penalty: 5401.066895
	Iteration 44Q: 3 clusters Score -9901018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -9901017.000000 Penalty: 5401.066895
	Iteration 45Q: 3 clusters Score -9901017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -9901024.000000 Penalty: 5401.066895
	Iteration 46Q: 3 clusters Score -9901024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -9901014.000000 Penalty: 5401.066895
	Iteration 47Q: 3 clusters Score -9901014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -9901015.000000 Penalty: 5401.066895
	Iteration 48Q: 3 clusters Score -9901015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -9901015.000000 Penalty: 5401.066895
	Iteration 49Q: 3 clusters Score -9901015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -9901001.000000 Penalty: 5401.066895
	Iteration 50Q: 3 clusters Score -9901001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -9900992.000000 Penalty: 5401.066895
	Iteration 51Q: 3 clusters Score -9900992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -9900987.000000 Penalty: 5401.066895
	Iteration 52Q: 3 clusters Score -9900987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -9900987.000000 Penalty: 5401.066895
	Iteration 53F: 3 clusters Score -9900987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (81193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81193 members 
Entering Unmasked Estep 
Score: -14898649.000000 Penalty: 2803.536865
	Iteration 0F: 2 clusters Score -1.489865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -14875680.000000 Penalty: 5607.073730
	Iteration 0F: 3 clusters Score -1.487568e+07 nChanged 38396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -14897964.000000 Penalty: 5607.073730
	Iteration 1F: 3 clusters Score -1.489796e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -14899138.000000 Penalty: 5607.073730
	Iteration 2Q: 3 clusters Score -1.489914e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -14900723.000000 Penalty: 5607.073730
	Iteration 3Q: 3 clusters Score -1.490072e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -14902910.000000 Penalty: 5607.073730
	Iteration 4Q: 3 clusters Score -1.490291e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -14905653.000000 Penalty: 5607.073730
	Iteration 5F: 3 clusters Score -1.490565e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -14909307.000000 Penalty: 5607.073730
	Iteration 6F: 3 clusters Score -1.490931e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -14913147.000000 Penalty: 5607.073730
	Iteration 7F: 3 clusters Score -1.491315e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -14915794.000000 Penalty: 5607.073730
	Iteration 8F: 3 clusters Score -1.491579e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -14916827.000000 Penalty: 5607.073730
	Iteration 9Q: 3 clusters Score -1.491683e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -14917115.000000 Penalty: 5607.073730
	Iteration 10Q: 3 clusters Score -1.491712e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -14917214.000000 Penalty: 5607.073730
	Iteration 11Q: 3 clusters Score -1.491721e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -14917221.000000 Penalty: 5607.073730
	Iteration 12Q: 3 clusters Score -1.491722e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -14917320.000000 Penalty: 5607.073730
	Iteration 13Q: 3 clusters Score -1.491732e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -14917432.000000 Penalty: 5607.073730
	Iteration 14Q: 3 clusters Score -1.491743e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -14917475.000000 Penalty: 5607.073730
	Iteration 15Q: 3 clusters Score -1.491748e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -14917572.000000 Penalty: 5607.073730
	Iteration 16Q: 3 clusters Score -1.491757e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -14917626.000000 Penalty: 5607.073730
	Iteration 17Q: 3 clusters Score -1.491763e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -14917702.000000 Penalty: 5607.073730
	Iteration 18Q: 3 clusters Score -1.49177e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -14917804.000000 Penalty: 5607.073730
	Iteration 19Q: 3 clusters Score -1.49178e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -14917888.000000 Penalty: 5607.073730
	Iteration 20F: 3 clusters Score -1.491789e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -14917988.000000 Penalty: 5607.073730
	Iteration 21Q: 3 clusters Score -1.491799e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -14917999.000000 Penalty: 5607.073730
	Iteration 22Q: 3 clusters Score -1.4918e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -14918035.000000 Penalty: 5607.073730
	Iteration 23Q: 3 clusters Score -1.491804e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -14918107.000000 Penalty: 5607.073730
	Iteration 24Q: 3 clusters Score -1.491811e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -14918198.000000 Penalty: 5607.073730
	Iteration 25Q: 3 clusters Score -1.49182e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -14918240.000000 Penalty: 5607.073730
	Iteration 26Q: 3 clusters Score -1.491824e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -14918229.000000 Penalty: 5607.073730
	Iteration 27Q: 3 clusters Score -1.491823e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -14918373.000000 Penalty: 5607.073730
	Iteration 28Q: 3 clusters Score -1.491837e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -14918513.000000 Penalty: 5607.073730
	Iteration 29Q: 3 clusters Score -1.491851e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -14918570.000000 Penalty: 5607.073730
	Iteration 30Q: 3 clusters Score -1.491857e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -14918682.000000 Penalty: 5607.073730
	Iteration 31Q: 3 clusters Score -1.491868e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -14918726.000000 Penalty: 5607.073730
	Iteration 32Q: 3 clusters Score -1.491873e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -14918747.000000 Penalty: 5607.073730
	Iteration 33Q: 3 clusters Score -1.491875e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -14918693.000000 Penalty: 5607.073730
	Iteration 34Q: 3 clusters Score -1.491869e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -14918554.000000 Penalty: 5607.073730
	Iteration 35Q: 3 clusters Score -1.491855e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -14918302.000000 Penalty: 5607.073730
	Iteration 36Q: 3 clusters Score -1.49183e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -14918035.000000 Penalty: 5607.073730
	Iteration 37Q: 3 clusters Score -1.491804e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -14917735.000000 Penalty: 5607.073730
	Iteration 38Q: 3 clusters Score -1.491774e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -14917561.000000 Penalty: 5607.073730
	Iteration 39Q: 3 clusters Score -1.491756e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -14917439.000000 Penalty: 5607.073730
	Iteration 40F: 3 clusters Score -1.491744e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -14917297.000000 Penalty: 5607.073730
	Iteration 41Q: 3 clusters Score -1.49173e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -14917298.000000 Penalty: 5607.073730
	Iteration 42Q: 3 clusters Score -1.49173e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -14917343.000000 Penalty: 5607.073730
	Iteration 43Q: 3 clusters Score -1.491734e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -14917375.000000 Penalty: 5607.073730
	Iteration 44Q: 3 clusters Score -1.491738e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -14917503.000000 Penalty: 5607.073730
	Iteration 45Q: 3 clusters Score -1.49175e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -14917560.000000 Penalty: 5607.073730
	Iteration 46Q: 3 clusters Score -1.491756e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -14917660.000000 Penalty: 5607.073730
	Iteration 47Q: 3 clusters Score -1.491766e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -14917779.000000 Penalty: 5607.073730
	Iteration 48Q: 3 clusters Score -1.491778e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -14917872.000000 Penalty: 5607.073730
	Iteration 49Q: 3 clusters Score -1.491787e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -14917966.000000 Penalty: 5607.073730
	Iteration 50Q: 3 clusters Score -1.491797e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -14918043.000000 Penalty: 5607.073730
	Iteration 51Q: 3 clusters Score -1.491804e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -14918096.000000 Penalty: 5607.073730
	Iteration 52Q: 3 clusters Score -1.49181e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -14918134.000000 Penalty: 5607.073730
	Iteration 53Q: 3 clusters Score -1.491813e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -14918185.000000 Penalty: 5607.073730
	Iteration 54Q: 3 clusters Score -1.491818e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -14918210.000000 Penalty: 5607.073730
	Iteration 55Q: 3 clusters Score -1.491821e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -14918258.000000 Penalty: 5607.073730
	Iteration 56Q: 3 clusters Score -1.491826e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -14918268.000000 Penalty: 5607.073730
	Iteration 57Q: 3 clusters Score -1.491827e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -14918301.000000 Penalty: 5607.073730
	Iteration 58Q: 3 clusters Score -1.49183e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -14918336.000000 Penalty: 5607.073730
	Iteration 59Q: 3 clusters Score -1.491834e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -14918366.000000 Penalty: 5607.073730
	Iteration 60F: 3 clusters Score -1.491837e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -14918386.000000 Penalty: 5607.073730
	Iteration 61Q: 3 clusters Score -1.491839e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -14918384.000000 Penalty: 5607.073730
	Iteration 62Q: 3 clusters Score -1.491838e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -14918398.000000 Penalty: 5607.073730
	Iteration 63Q: 3 clusters Score -1.49184e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -14918362.000000 Penalty: 5607.073730
	Iteration 64Q: 3 clusters Score -1.491836e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -14918379.000000 Penalty: 5607.073730
	Iteration 65Q: 3 clusters Score -1.491838e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -14918387.000000 Penalty: 5607.073730
	Iteration 66Q: 3 clusters Score -1.491839e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -14918388.000000 Penalty: 5607.073730
	Iteration 67Q: 3 clusters Score -1.491839e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -14918374.000000 Penalty: 5607.073730
	Iteration 68Q: 3 clusters Score -1.491837e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -14918388.000000 Penalty: 5607.073730
	Iteration 69Q: 3 clusters Score -1.491839e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -14918417.000000 Penalty: 5607.073730
	Iteration 70Q: 3 clusters Score -1.491842e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -14918400.000000 Penalty: 5607.073730
	Iteration 71Q: 3 clusters Score -1.49184e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -14918429.000000 Penalty: 5607.073730
	Iteration 72Q: 3 clusters Score -1.491843e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -14918423.000000 Penalty: 5607.073730
	Iteration 73Q: 3 clusters Score -1.491842e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -14918408.000000 Penalty: 5607.073730
	Iteration 74Q: 3 clusters Score -1.491841e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -14918395.000000 Penalty: 5607.073730
	Iteration 75Q: 3 clusters Score -1.49184e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -14918394.000000 Penalty: 5607.073730
	Iteration 76Q: 3 clusters Score -1.491839e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -14918381.000000 Penalty: 5607.073730
	Iteration 77Q: 3 clusters Score -1.491838e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -14918389.000000 Penalty: 5607.073730
	Iteration 78Q: 3 clusters Score -1.491839e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -14918380.000000 Penalty: 5607.073730
	Iteration 79Q: 3 clusters Score -1.491838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -14918371.000000 Penalty: 5607.073730
	Iteration 80F: 3 clusters Score -1.491837e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -14918383.000000 Penalty: 5607.073730
	Iteration 81Q: 3 clusters Score -1.491838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -14918402.000000 Penalty: 5607.073730
	Iteration 82Q: 3 clusters Score -1.49184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -14918410.000000 Penalty: 5607.073730
	Iteration 83Q: 3 clusters Score -1.491841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -14918411.000000 Penalty: 5607.073730
	Iteration 84Q: 3 clusters Score -1.491841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -14918403.000000 Penalty: 5607.073730
	Iteration 85Q: 3 clusters Score -1.49184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -14918400.000000 Penalty: 5607.073730
	Iteration 86Q: 3 clusters Score -1.49184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -14918395.000000 Penalty: 5607.073730
	Iteration 87Q: 3 clusters Score -1.49184e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -14918387.000000 Penalty: 5607.073730
	Iteration 88Q: 3 clusters Score -1.491839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -14918372.000000 Penalty: 5607.073730
	Iteration 89Q: 3 clusters Score -1.491837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -14918377.000000 Penalty: 5607.073730
	Iteration 90Q: 3 clusters Score -1.491838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -14918358.000000 Penalty: 5607.073730
	Iteration 91Q: 3 clusters Score -1.491836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -14918361.000000 Penalty: 5607.073730
	Iteration 92Q: 3 clusters Score -1.491836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -14918365.000000 Penalty: 5607.073730
	Iteration 93Q: 3 clusters Score -1.491836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -14918355.000000 Penalty: 5607.073730
	Iteration 94Q: 3 clusters Score -1.491836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -14918361.000000 Penalty: 5607.073730
	Iteration 95Q: 3 clusters Score -1.491836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -14918355.000000 Penalty: 5607.073730
	Iteration 96Q: 3 clusters Score -1.491836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -14918375.000000 Penalty: 5607.073730
	Iteration 97Q: 3 clusters Score -1.491838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -14918370.000000 Penalty: 5607.073730
	Iteration 98Q: 3 clusters Score -1.491837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -14918376.000000 Penalty: 5607.073730
	Iteration 99Q: 3 clusters Score -1.491838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -14918377.000000 Penalty: 5607.073730
	Iteration 100F: 3 clusters Score -1.491838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -14918367.000000 Penalty: 5607.073730
	Iteration 101Q: 3 clusters Score -1.491837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -14918369.000000 Penalty: 5607.073730
	Iteration 102Q: 3 clusters Score -1.491837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -14918358.000000 Penalty: 5607.073730
	Iteration 103Q: 3 clusters Score -1.491836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -14918366.000000 Penalty: 5607.073730
	Iteration 104Q: 3 clusters Score -1.491837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -14918366.000000 Penalty: 5607.073730
	Iteration 105F: 3 clusters Score -1.491837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 53597 members 
Mstep: Class 3 contains 42972 members 
Mstep: Class 4 contains 38221 members 
Mstep: Class 6 contains 83861 members 
Mstep: Class 7 contains 60164 members 
Mstep: Class 8 contains 60623 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 77814 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 57807 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 19 contains 61664 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1341 members 
Entering Unmasked Estep 
Score: -106520424.000000 Penalty: 55985.031250
Splitting cluster 4 changes total score from -106502760.000000 to -106520424.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (83861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83861 members 
Entering Unmasked Estep 
Score: -15486262.000000 Penalty: 2811.555176
	Iteration 0F: 2 clusters Score -1.548626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -15465466.000000 Penalty: 5623.110352
	Iteration 0F: 3 clusters Score -1.546547e+07 nChanged 39384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -15487528.000000 Penalty: 5623.110352
	Iteration 1F: 3 clusters Score -1.548753e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -15488400.000000 Penalty: 5623.110352
	Iteration 2Q: 3 clusters Score -1.54884e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -15489498.000000 Penalty: 5623.110352
	Iteration 3Q: 3 clusters Score -1.54895e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -15491027.000000 Penalty: 5623.110352
	Iteration 4F: 3 clusters Score -1.549103e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -15493087.000000 Penalty: 5623.110352
	Iteration 5F: 3 clusters Score -1.549309e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -15495850.000000 Penalty: 5623.110352
	Iteration 6F: 3 clusters Score -1.549585e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -15499190.000000 Penalty: 5623.110352
	Iteration 7F: 3 clusters Score -1.549919e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -15502519.000000 Penalty: 5623.110352
	Iteration 8F: 3 clusters Score -1.550252e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -15505272.000000 Penalty: 5623.110352
	Iteration 9F: 3 clusters Score -1.550527e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -15506544.000000 Penalty: 5623.110352
	Iteration 10Q: 3 clusters Score -1.550654e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -15506692.000000 Penalty: 5623.110352
	Iteration 11Q: 3 clusters Score -1.550669e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -15506155.000000 Penalty: 5623.110352
	Iteration 12Q: 3 clusters Score -1.550616e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -15504808.000000 Penalty: 5623.110352
	Iteration 13Q: 3 clusters Score -1.550481e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -15503278.000000 Penalty: 5623.110352
	Iteration 14Q: 3 clusters Score -1.550328e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -15501968.000000 Penalty: 5623.110352
	Iteration 15Q: 3 clusters Score -1.550197e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -15500795.000000 Penalty: 5623.110352
	Iteration 16Q: 3 clusters Score -1.55008e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -15499977.000000 Penalty: 5623.110352
	Iteration 17Q: 3 clusters Score -1.549998e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -15499431.000000 Penalty: 5623.110352
	Iteration 18Q: 3 clusters Score -1.549943e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -15499220.000000 Penalty: 5623.110352
	Iteration 19Q: 3 clusters Score -1.549922e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -15499423.000000 Penalty: 5623.110352
	Iteration 20F: 3 clusters Score -1.549942e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -15499621.000000 Penalty: 5623.110352
	Iteration 21Q: 3 clusters Score -1.549962e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -15500355.000000 Penalty: 5623.110352
	Iteration 22Q: 3 clusters Score -1.550036e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -15501211.000000 Penalty: 5623.110352
	Iteration 23Q: 3 clusters Score -1.550121e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -15502110.000000 Penalty: 5623.110352
	Iteration 24Q: 3 clusters Score -1.550211e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -15503057.000000 Penalty: 5623.110352
	Iteration 25Q: 3 clusters Score -1.550306e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -15504000.000000 Penalty: 5623.110352
	Iteration 26Q: 3 clusters Score -1.5504e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -15505036.000000 Penalty: 5623.110352
	Iteration 27Q: 3 clusters Score -1.550504e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -15506063.000000 Penalty: 5623.110352
	Iteration 28Q: 3 clusters Score -1.550606e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -15507029.000000 Penalty: 5623.110352
	Iteration 29Q: 3 clusters Score -1.550703e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -15507776.000000 Penalty: 5623.110352
	Iteration 30Q: 3 clusters Score -1.550778e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -15508286.000000 Penalty: 5623.110352
	Iteration 31Q: 3 clusters Score -1.550829e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -15508775.000000 Penalty: 5623.110352
	Iteration 32Q: 3 clusters Score -1.550878e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -15508990.000000 Penalty: 5623.110352
	Iteration 33Q: 3 clusters Score -1.550899e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -15509070.000000 Penalty: 5623.110352
	Iteration 34Q: 3 clusters Score -1.550907e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -15508787.000000 Penalty: 5623.110352
	Iteration 35Q: 3 clusters Score -1.550879e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -15508381.000000 Penalty: 5623.110352
	Iteration 36Q: 3 clusters Score -1.550838e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -15507806.000000 Penalty: 5623.110352
	Iteration 37Q: 3 clusters Score -1.550781e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -15507558.000000 Penalty: 5623.110352
	Iteration 38Q: 3 clusters Score -1.550756e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -15507446.000000 Penalty: 5623.110352
	Iteration 39Q: 3 clusters Score -1.550745e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -15508061.000000 Penalty: 5623.110352
	Iteration 40F: 3 clusters Score -1.550806e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -15508166.000000 Penalty: 5623.110352
	Iteration 41Q: 3 clusters Score -1.550817e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -15508479.000000 Penalty: 5623.110352
	Iteration 42Q: 3 clusters Score -1.550848e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -15508876.000000 Penalty: 5623.110352
	Iteration 43Q: 3 clusters Score -1.550888e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -15509220.000000 Penalty: 5623.110352
	Iteration 44Q: 3 clusters Score -1.550922e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -15509538.000000 Penalty: 5623.110352
	Iteration 45Q: 3 clusters Score -1.550954e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -15509731.000000 Penalty: 5623.110352
	Iteration 46Q: 3 clusters Score -1.550973e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -15509823.000000 Penalty: 5623.110352
	Iteration 47Q: 3 clusters Score -1.550982e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -15509982.000000 Penalty: 5623.110352
	Iteration 48Q: 3 clusters Score -1.550998e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -15510035.000000 Penalty: 5623.110352
	Iteration 49Q: 3 clusters Score -1.551004e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -15510180.000000 Penalty: 5623.110352
	Iteration 50Q: 3 clusters Score -1.551018e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -15510248.000000 Penalty: 5623.110352
	Iteration 51Q: 3 clusters Score -1.551025e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -15510276.000000 Penalty: 5623.110352
	Iteration 52Q: 3 clusters Score -1.551028e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -15510286.000000 Penalty: 5623.110352
	Iteration 53Q: 3 clusters Score -1.551029e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -15510323.000000 Penalty: 5623.110352
	Iteration 54Q: 3 clusters Score -1.551032e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -15510335.000000 Penalty: 5623.110352
	Iteration 55Q: 3 clusters Score -1.551034e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -15510374.000000 Penalty: 5623.110352
	Iteration 56Q: 3 clusters Score -1.551037e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -15510403.000000 Penalty: 5623.110352
	Iteration 57Q: 3 clusters Score -1.55104e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -15510380.000000 Penalty: 5623.110352
	Iteration 58Q: 3 clusters Score -1.551038e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -15510385.000000 Penalty: 5623.110352
	Iteration 59Q: 3 clusters Score -1.551038e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -15510368.000000 Penalty: 5623.110352
	Iteration 60F: 3 clusters Score -1.551037e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -15510377.000000 Penalty: 5623.110352
	Iteration 61Q: 3 clusters Score -1.551038e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -15510378.000000 Penalty: 5623.110352
	Iteration 62Q: 3 clusters Score -1.551038e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -15510394.000000 Penalty: 5623.110352
	Iteration 63Q: 3 clusters Score -1.551039e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -15510399.000000 Penalty: 5623.110352
	Iteration 64Q: 3 clusters Score -1.55104e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -15510380.000000 Penalty: 5623.110352
	Iteration 65Q: 3 clusters Score -1.551038e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -15510361.000000 Penalty: 5623.110352
	Iteration 66Q: 3 clusters Score -1.551036e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -15510372.000000 Penalty: 5623.110352
	Iteration 67Q: 3 clusters Score -1.551037e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -15510339.000000 Penalty: 5623.110352
	Iteration 68Q: 3 clusters Score -1.551034e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -15510335.000000 Penalty: 5623.110352
	Iteration 69Q: 3 clusters Score -1.551034e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -15510344.000000 Penalty: 5623.110352
	Iteration 70Q: 3 clusters Score -1.551034e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -15510324.000000 Penalty: 5623.110352
	Iteration 71Q: 3 clusters Score -1.551032e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -15510304.000000 Penalty: 5623.110352
	Iteration 72Q: 3 clusters Score -1.55103e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -15510308.000000 Penalty: 5623.110352
	Iteration 73Q: 3 clusters Score -1.551031e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -15510308.000000 Penalty: 5623.110352
	Iteration 74Q: 3 clusters Score -1.551031e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -15510315.000000 Penalty: 5623.110352
	Iteration 75Q: 3 clusters Score -1.551032e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -15510287.000000 Penalty: 5623.110352
	Iteration 76Q: 3 clusters Score -1.551029e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -15510288.000000 Penalty: 5623.110352
	Iteration 77Q: 3 clusters Score -1.551029e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -15510244.000000 Penalty: 5623.110352
	Iteration 78Q: 3 clusters Score -1.551024e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -15510250.000000 Penalty: 5623.110352
	Iteration 79Q: 3 clusters Score -1.551025e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -15510229.000000 Penalty: 5623.110352
	Iteration 80F: 3 clusters Score -1.551023e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -15510214.000000 Penalty: 5623.110352
	Iteration 81Q: 3 clusters Score -1.551021e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -15510210.000000 Penalty: 5623.110352
	Iteration 82Q: 3 clusters Score -1.551021e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -15510200.000000 Penalty: 5623.110352
	Iteration 83Q: 3 clusters Score -1.55102e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -15510194.000000 Penalty: 5623.110352
	Iteration 84Q: 3 clusters Score -1.551019e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -15510193.000000 Penalty: 5623.110352
	Iteration 85Q: 3 clusters Score -1.551019e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -15510178.000000 Penalty: 5623.110352
	Iteration 86Q: 3 clusters Score -1.551018e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -15510176.000000 Penalty: 5623.110352
	Iteration 87Q: 3 clusters Score -1.551018e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -15510145.000000 Penalty: 5623.110352
	Iteration 88Q: 3 clusters Score -1.551014e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -15510125.000000 Penalty: 5623.110352
	Iteration 89Q: 3 clusters Score -1.551012e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -15510155.000000 Penalty: 5623.110352
	Iteration 90Q: 3 clusters Score -1.551016e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -15510139.000000 Penalty: 5623.110352
	Iteration 91Q: 3 clusters Score -1.551014e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -15510152.000000 Penalty: 5623.110352
	Iteration 92Q: 3 clusters Score -1.551015e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -15510164.000000 Penalty: 5623.110352
	Iteration 93Q: 3 clusters Score -1.551016e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -15510157.000000 Penalty: 5623.110352
	Iteration 94Q: 3 clusters Score -1.551016e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -15510151.000000 Penalty: 5623.110352
	Iteration 95Q: 3 clusters Score -1.551015e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -15510122.000000 Penalty: 5623.110352
	Iteration 96Q: 3 clusters Score -1.551012e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -15510142.000000 Penalty: 5623.110352
	Iteration 97Q: 3 clusters Score -1.551014e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -15510143.000000 Penalty: 5623.110352
	Iteration 98Q: 3 clusters Score -1.551014e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -15510122.000000 Penalty: 5623.110352
	Iteration 99Q: 3 clusters Score -1.551012e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -15510124.000000 Penalty: 5623.110352
	Iteration 100F: 3 clusters Score -1.551012e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -15510102.000000 Penalty: 5623.110352
	Iteration 101Q: 3 clusters Score -1.55101e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -15510120.000000 Penalty: 5623.110352
	Iteration 102Q: 3 clusters Score -1.551012e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -15510106.000000 Penalty: 5623.110352
	Iteration 103Q: 3 clusters Score -1.551011e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -15510111.000000 Penalty: 5623.110352
	Iteration 104Q: 3 clusters Score -1.551011e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -15510099.000000 Penalty: 5623.110352
	Iteration 105Q: 3 clusters Score -1.55101e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -15510119.000000 Penalty: 5623.110352
	Iteration 106Q: 3 clusters Score -1.551012e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -15510099.000000 Penalty: 5623.110352
	Iteration 107Q: 3 clusters Score -1.55101e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -15510086.000000 Penalty: 5623.110352
	Iteration 108Q: 3 clusters Score -1.551009e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -15510088.000000 Penalty: 5623.110352
	Iteration 109Q: 3 clusters Score -1.551009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -15510091.000000 Penalty: 5623.110352
	Iteration 110Q: 3 clusters Score -1.551009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -15510093.000000 Penalty: 5623.110352
	Iteration 111Q: 3 clusters Score -1.551009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -15510078.000000 Penalty: 5623.110352
	Iteration 112Q: 3 clusters Score -1.551008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -15510104.000000 Penalty: 5623.110352
	Iteration 113Q: 3 clusters Score -1.55101e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -15510097.000000 Penalty: 5623.110352
	Iteration 114Q: 3 clusters Score -1.55101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -15510098.000000 Penalty: 5623.110352
	Iteration 115Q: 3 clusters Score -1.55101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -15510091.000000 Penalty: 5623.110352
	Iteration 116Q: 3 clusters Score -1.551009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -15510101.000000 Penalty: 5623.110352
	Iteration 117Q: 3 clusters Score -1.55101e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -15510118.000000 Penalty: 5623.110352
	Iteration 118Q: 3 clusters Score -1.551012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -15510092.000000 Penalty: 5623.110352
	Iteration 119Q: 3 clusters Score -1.551009e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -15510106.000000 Penalty: 5623.110352
	Iteration 120F: 3 clusters Score -1.551011e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -15510114.000000 Penalty: 5623.110352
	Iteration 121Q: 3 clusters Score -1.551011e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -15510119.000000 Penalty: 5623.110352
	Iteration 122Q: 3 clusters Score -1.551012e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -15510105.000000 Penalty: 5623.110352
	Iteration 123Q: 3 clusters Score -1.55101e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -15510100.000000 Penalty: 5623.110352
	Iteration 124Q: 3 clusters Score -1.55101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -15510107.000000 Penalty: 5623.110352
	Iteration 125Q: 3 clusters Score -1.551011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -15510114.000000 Penalty: 5623.110352
	Iteration 126Q: 3 clusters Score -1.551011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -15510112.000000 Penalty: 5623.110352
	Iteration 127Q: 3 clusters Score -1.551011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -15510101.000000 Penalty: 5623.110352
	Iteration 128Q: 3 clusters Score -1.55101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -15510115.000000 Penalty: 5623.110352
	Iteration 129Q: 3 clusters Score -1.551012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -15510133.000000 Penalty: 5623.110352
	Iteration 130Q: 3 clusters Score -1.551013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -15510111.000000 Penalty: 5623.110352
	Iteration 131Q: 3 clusters Score -1.551011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -15510104.000000 Penalty: 5623.110352
	Iteration 132Q: 3 clusters Score -1.55101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -15510103.000000 Penalty: 5623.110352
	Iteration 133Q: 3 clusters Score -1.55101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -15510118.000000 Penalty: 5623.110352
	Iteration 134Q: 3 clusters Score -1.551012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -15510118.000000 Penalty: 5623.110352
	Iteration 135F: 3 clusters Score -1.551012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 53597 members 
Mstep: Class 3 contains 42972 members 
Mstep: Class 4 contains 38221 members 
Mstep: Class 5 contains 43006 members 
Mstep: Class 6 contains 40855 members 
Mstep: Class 7 contains 60164 members 
Mstep: Class 8 contains 60623 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 77814 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 57807 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 19 contains 61664 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1341 members 
Entering Unmasked Estep 
Score: -106543320.000000 Penalty: 59278.269531
Splitting cluster 6 changes total score from -106502760.000000 to -106543320.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 7 (60164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Entering Unmasked Estep 
Score: -11071001.000000 Penalty: 2729.197754
	Iteration 0F: 2 clusters Score -1.1071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -11041139.000000 Penalty: 5458.395508
	Iteration 0F: 3 clusters Score -1.104114e+07 nChanged 27968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -11056878.000000 Penalty: 5458.395508
	Iteration 1F: 3 clusters Score -1.105688e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -11057664.000000 Penalty: 5458.395508
	Iteration 2Q: 3 clusters Score -1.105766e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -11058540.000000 Penalty: 5458.395508
	Iteration 3Q: 3 clusters Score -1.105854e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -11059779.000000 Penalty: 5458.395508
	Iteration 4Q: 3 clusters Score -1.105978e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -11061457.000000 Penalty: 5458.395508
	Iteration 5Q: 3 clusters Score -1.106146e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -11063652.000000 Penalty: 5458.395508
	Iteration 6F: 3 clusters Score -1.106365e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -11066102.000000 Penalty: 5458.395508
	Iteration 7F: 3 clusters Score -1.10661e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -11067765.000000 Penalty: 5458.395508
	Iteration 8F: 3 clusters Score -1.106776e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -11069143.000000 Penalty: 5458.395508
	Iteration 9F: 3 clusters Score -1.106914e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -11070362.000000 Penalty: 5458.395508
	Iteration 10Q: 3 clusters Score -1.107036e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -11071266.000000 Penalty: 5458.395508
	Iteration 11Q: 3 clusters Score -1.107127e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -11071843.000000 Penalty: 5458.395508
	Iteration 12Q: 3 clusters Score -1.107184e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -11072265.000000 Penalty: 5458.395508
	Iteration 13Q: 3 clusters Score -1.107226e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -11072445.000000 Penalty: 5458.395508
	Iteration 14Q: 3 clusters Score -1.107244e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -11072490.000000 Penalty: 5458.395508
	Iteration 15Q: 3 clusters Score -1.107249e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -11072564.000000 Penalty: 5458.395508
	Iteration 16Q: 3 clusters Score -1.107256e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -11072682.000000 Penalty: 5458.395508
	Iteration 17Q: 3 clusters Score -1.107268e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -11072769.000000 Penalty: 5458.395508
	Iteration 18Q: 3 clusters Score -1.107277e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -11072883.000000 Penalty: 5458.395508
	Iteration 19Q: 3 clusters Score -1.107288e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -11073026.000000 Penalty: 5458.395508
	Iteration 20F: 3 clusters Score -1.107303e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -11073164.000000 Penalty: 5458.395508
	Iteration 21Q: 3 clusters Score -1.107316e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -11073253.000000 Penalty: 5458.395508
	Iteration 22Q: 3 clusters Score -1.107325e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -11073337.000000 Penalty: 5458.395508
	Iteration 23Q: 3 clusters Score -1.107334e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -11073425.000000 Penalty: 5458.395508
	Iteration 24Q: 3 clusters Score -1.107342e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -11073475.000000 Penalty: 5458.395508
	Iteration 25Q: 3 clusters Score -1.107348e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -11073552.000000 Penalty: 5458.395508
	Iteration 26Q: 3 clusters Score -1.107355e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -11073628.000000 Penalty: 5458.395508
	Iteration 27Q: 3 clusters Score -1.107363e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -11073648.000000 Penalty: 5458.395508
	Iteration 28Q: 3 clusters Score -1.107365e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -11073743.000000 Penalty: 5458.395508
	Iteration 29Q: 3 clusters Score -1.107374e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -11073798.000000 Penalty: 5458.395508
	Iteration 30Q: 3 clusters Score -1.10738e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -11073872.000000 Penalty: 5458.395508
	Iteration 31Q: 3 clusters Score -1.107387e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -11073970.000000 Penalty: 5458.395508
	Iteration 32Q: 3 clusters Score -1.107397e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -11074029.000000 Penalty: 5458.395508
	Iteration 33Q: 3 clusters Score -1.107403e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -11074132.000000 Penalty: 5458.395508
	Iteration 34Q: 3 clusters Score -1.107413e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -11074192.000000 Penalty: 5458.395508
	Iteration 35Q: 3 clusters Score -1.107419e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -11074259.000000 Penalty: 5458.395508
	Iteration 36Q: 3 clusters Score -1.107426e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -11074290.000000 Penalty: 5458.395508
	Iteration 37Q: 3 clusters Score -1.107429e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -11074320.000000 Penalty: 5458.395508
	Iteration 38Q: 3 clusters Score -1.107432e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -11074349.000000 Penalty: 5458.395508
	Iteration 39Q: 3 clusters Score -1.107435e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -11074378.000000 Penalty: 5458.395508
	Iteration 40F: 3 clusters Score -1.107438e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -11074422.000000 Penalty: 5458.395508
	Iteration 41Q: 3 clusters Score -1.107442e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -11074495.000000 Penalty: 5458.395508
	Iteration 42Q: 3 clusters Score -1.10745e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -11074540.000000 Penalty: 5458.395508
	Iteration 43Q: 3 clusters Score -1.107454e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -11074578.000000 Penalty: 5458.395508
	Iteration 44Q: 3 clusters Score -1.107458e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -11074643.000000 Penalty: 5458.395508
	Iteration 45Q: 3 clusters Score -1.107464e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -11074738.000000 Penalty: 5458.395508
	Iteration 46Q: 3 clusters Score -1.107474e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -11074805.000000 Penalty: 5458.395508
	Iteration 47Q: 3 clusters Score -1.10748e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -11074880.000000 Penalty: 5458.395508
	Iteration 48Q: 3 clusters Score -1.107488e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -11074945.000000 Penalty: 5458.395508
	Iteration 49Q: 3 clusters Score -1.107494e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -11075009.000000 Penalty: 5458.395508
	Iteration 50Q: 3 clusters Score -1.107501e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -11075051.000000 Penalty: 5458.395508
	Iteration 51Q: 3 clusters Score -1.107505e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -11075143.000000 Penalty: 5458.395508
	Iteration 52Q: 3 clusters Score -1.107514e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -11075208.000000 Penalty: 5458.395508
	Iteration 53Q: 3 clusters Score -1.107521e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -11075234.000000 Penalty: 5458.395508
	Iteration 54Q: 3 clusters Score -1.107523e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -11075245.000000 Penalty: 5458.395508
	Iteration 55Q: 3 clusters Score -1.107524e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -11075268.000000 Penalty: 5458.395508
	Iteration 56Q: 3 clusters Score -1.107527e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -11075289.000000 Penalty: 5458.395508
	Iteration 57Q: 3 clusters Score -1.107529e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -11075306.000000 Penalty: 5458.395508
	Iteration 58Q: 3 clusters Score -1.107531e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -11075316.000000 Penalty: 5458.395508
	Iteration 59Q: 3 clusters Score -1.107532e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -11075313.000000 Penalty: 5458.395508
	Iteration 60F: 3 clusters Score -1.107531e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -11075312.000000 Penalty: 5458.395508
	Iteration 61Q: 3 clusters Score -1.107531e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -11075342.000000 Penalty: 5458.395508
	Iteration 62Q: 3 clusters Score -1.107534e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -11075355.000000 Penalty: 5458.395508
	Iteration 63Q: 3 clusters Score -1.107536e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -11075374.000000 Penalty: 5458.395508
	Iteration 64Q: 3 clusters Score -1.107537e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -11075382.000000 Penalty: 5458.395508
	Iteration 65Q: 3 clusters Score -1.107538e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -11075377.000000 Penalty: 5458.395508
	Iteration 66Q: 3 clusters Score -1.107538e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -11075399.000000 Penalty: 5458.395508
	Iteration 67Q: 3 clusters Score -1.10754e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -11075413.000000 Penalty: 5458.395508
	Iteration 68Q: 3 clusters Score -1.107541e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -11075425.000000 Penalty: 5458.395508
	Iteration 69Q: 3 clusters Score -1.107542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -11075433.000000 Penalty: 5458.395508
	Iteration 70Q: 3 clusters Score -1.107543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -11075428.000000 Penalty: 5458.395508
	Iteration 71Q: 3 clusters Score -1.107543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -11075427.000000 Penalty: 5458.395508
	Iteration 72Q: 3 clusters Score -1.107543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -11075439.000000 Penalty: 5458.395508
	Iteration 73Q: 3 clusters Score -1.107544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -11075441.000000 Penalty: 5458.395508
	Iteration 74Q: 3 clusters Score -1.107544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -11075426.000000 Penalty: 5458.395508
	Iteration 75Q: 3 clusters Score -1.107543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -11075434.000000 Penalty: 5458.395508
	Iteration 76Q: 3 clusters Score -1.107543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -11075433.000000 Penalty: 5458.395508
	Iteration 77Q: 3 clusters Score -1.107543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -11075430.000000 Penalty: 5458.395508
	Iteration 78Q: 3 clusters Score -1.107543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -11075439.000000 Penalty: 5458.395508
	Iteration 79Q: 3 clusters Score -1.107544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -11075434.000000 Penalty: 5458.395508
	Iteration 80F: 3 clusters Score -1.107543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 53597 members 
Mstep: Class 3 contains 42972 members 
Mstep: Class 4 contains 38221 members 
Mstep: Class 5 contains 43006 members 
Mstep: Class 6 contains 40855 members 
Mstep: Class 7 contains 14832 members 
Mstep: Class 8 contains 60623 members 
Mstep: Class 9 contains 45332 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 77814 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 57807 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 19 contains 61664 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1341 members 
Entering Unmasked Estep 
Score: -106546768.000000 Penalty: 62571.507812
Splitting cluster 7 changes total score from -106502760.000000 to -106546768.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (60623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Entering Unmasked Estep 
Score: -11307860.000000 Penalty: 2731.082520
	Iteration 0F: 2 clusters Score -1.130786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -11286211.000000 Penalty: 5462.165039
	Iteration 0F: 3 clusters Score -1.128621e+07 nChanged 28212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -11301975.000000 Penalty: 5462.165039
	Iteration 1F: 3 clusters Score -1.130198e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -11302530.000000 Penalty: 5462.165039
	Iteration 2Q: 3 clusters Score -1.130253e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -11303124.000000 Penalty: 5462.165039
	Iteration 3Q: 3 clusters Score -1.130312e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -11303774.000000 Penalty: 5462.165039
	Iteration 4Q: 3 clusters Score -1.130377e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -11304831.000000 Penalty: 5462.165039
	Iteration 5Q: 3 clusters Score -1.130483e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -11306257.000000 Penalty: 5462.165039
	Iteration 6F: 3 clusters Score -1.130626e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -11308419.000000 Penalty: 5462.165039
	Iteration 7F: 3 clusters Score -1.130842e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -11309714.000000 Penalty: 5462.165039
	Iteration 8F: 3 clusters Score -1.130971e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -11309372.000000 Penalty: 5462.165039
	Iteration 9F: 3 clusters Score -1.130937e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -11308659.000000 Penalty: 5462.165039
	Iteration 10F: 3 clusters Score -1.130866e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -11307930.000000 Penalty: 5462.165039
	Iteration 11Q: 3 clusters Score -1.130793e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -11307632.000000 Penalty: 5462.165039
	Iteration 12Q: 3 clusters Score -1.130763e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -11307352.000000 Penalty: 5462.165039
	Iteration 13Q: 3 clusters Score -1.130735e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -11307162.000000 Penalty: 5462.165039
	Iteration 14Q: 3 clusters Score -1.130716e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -11307041.000000 Penalty: 5462.165039
	Iteration 15Q: 3 clusters Score -1.130704e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -11306938.000000 Penalty: 5462.165039
	Iteration 16Q: 3 clusters Score -1.130694e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -11306875.000000 Penalty: 5462.165039
	Iteration 17Q: 3 clusters Score -1.130688e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -11306791.000000 Penalty: 5462.165039
	Iteration 18Q: 3 clusters Score -1.130679e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -11306693.000000 Penalty: 5462.165039
	Iteration 19Q: 3 clusters Score -1.130669e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11306646.000000 Penalty: 5462.165039
	Iteration 20F: 3 clusters Score -1.130665e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -11306594.000000 Penalty: 5462.165039
	Iteration 21Q: 3 clusters Score -1.130659e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -11306566.000000 Penalty: 5462.165039
	Iteration 22Q: 3 clusters Score -1.130657e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11306531.000000 Penalty: 5462.165039
	Iteration 23Q: 3 clusters Score -1.130653e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -11306499.000000 Penalty: 5462.165039
	Iteration 24Q: 3 clusters Score -1.13065e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11306459.000000 Penalty: 5462.165039
	Iteration 25Q: 3 clusters Score -1.130646e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11306447.000000 Penalty: 5462.165039
	Iteration 26Q: 3 clusters Score -1.130645e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -11306408.000000 Penalty: 5462.165039
	Iteration 27Q: 3 clusters Score -1.130641e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -11306396.000000 Penalty: 5462.165039
	Iteration 28Q: 3 clusters Score -1.13064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -11306407.000000 Penalty: 5462.165039
	Iteration 29Q: 3 clusters Score -1.130641e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -11306398.000000 Penalty: 5462.165039
	Iteration 30Q: 3 clusters Score -1.13064e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11306369.000000 Penalty: 5462.165039
	Iteration 31Q: 3 clusters Score -1.130637e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -11306354.000000 Penalty: 5462.165039
	Iteration 32Q: 3 clusters Score -1.130635e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11306324.000000 Penalty: 5462.165039
	Iteration 33Q: 3 clusters Score -1.130632e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -11306315.000000 Penalty: 5462.165039
	Iteration 34Q: 3 clusters Score -1.130632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11306303.000000 Penalty: 5462.165039
	Iteration 35Q: 3 clusters Score -1.13063e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11306296.000000 Penalty: 5462.165039
	Iteration 36Q: 3 clusters Score -1.13063e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11306272.000000 Penalty: 5462.165039
	Iteration 37Q: 3 clusters Score -1.130627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -11306268.000000 Penalty: 5462.165039
	Iteration 38Q: 3 clusters Score -1.130627e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11306268.000000 Penalty: 5462.165039
	Iteration 39Q: 3 clusters Score -1.130627e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11306269.000000 Penalty: 5462.165039
	Iteration 40F: 3 clusters Score -1.130627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11306270.000000 Penalty: 5462.165039
	Iteration 41Q: 3 clusters Score -1.130627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11306265.000000 Penalty: 5462.165039
	Iteration 42Q: 3 clusters Score -1.130626e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11306254.000000 Penalty: 5462.165039
	Iteration 43Q: 3 clusters Score -1.130625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11306241.000000 Penalty: 5462.165039
	Iteration 44Q: 3 clusters Score -1.130624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11306233.000000 Penalty: 5462.165039
	Iteration 45Q: 3 clusters Score -1.130623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11306240.000000 Penalty: 5462.165039
	Iteration 46Q: 3 clusters Score -1.130624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11306238.000000 Penalty: 5462.165039
	Iteration 47Q: 3 clusters Score -1.130624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11306246.000000 Penalty: 5462.165039
	Iteration 48Q: 3 clusters Score -1.130625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11306243.000000 Penalty: 5462.165039
	Iteration 49Q: 3 clusters Score -1.130624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11306242.000000 Penalty: 5462.165039
	Iteration 50Q: 3 clusters Score -1.130624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11306241.000000 Penalty: 5462.165039
	Iteration 51Q: 3 clusters Score -1.130624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11306238.000000 Penalty: 5462.165039
	Iteration 52Q: 3 clusters Score -1.130624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11306248.000000 Penalty: 5462.165039
	Iteration 53Q: 3 clusters Score -1.130625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59736 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11306238.000000 Penalty: 5462.165039
	Iteration 54Q: 3 clusters Score -1.130624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11306230.000000 Penalty: 5462.165039
	Iteration 55Q: 3 clusters Score -1.130623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11306244.000000 Penalty: 5462.165039
	Iteration 56Q: 3 clusters Score -1.130624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -11306240.000000 Penalty: 5462.165039
	Iteration 57Q: 3 clusters Score -1.130624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11306240.000000 Penalty: 5462.165039
	Iteration 58Q: 3 clusters Score -1.130624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -11306240.000000 Penalty: 5462.165039
	Iteration 59Q: 3 clusters Score -1.130624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11306239.000000 Penalty: 5462.165039
	Iteration 60F: 3 clusters Score -1.130624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Entering Unmasked Estep 
Score: -1622439.625000 Penalty: 2252.038574
	Iteration 0F: 2 clusters Score -1622440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1615633.125000 Penalty: 4504.077148
	Iteration 0F: 3 clusters Score -1615633 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1617440.625000 Penalty: 4504.077148
	Iteration 1F: 3 clusters Score -1617441 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1617674.000000 Penalty: 4504.077148
	Iteration 2F: 3 clusters Score -1617674 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1617833.000000 Penalty: 4504.077148
	Iteration 3Q: 3 clusters Score -1617833 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1617939.250000 Penalty: 4504.077148
	Iteration 4Q: 3 clusters Score -1617939 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1618050.125000 Penalty: 4504.077148
	Iteration 5Q: 3 clusters Score -1618050 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1618144.250000 Penalty: 4504.077148
	Iteration 6Q: 3 clusters Score -1618144 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1618251.750000 Penalty: 4504.077148
	Iteration 7Q: 3 clusters Score -1618252 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1618340.375000 Penalty: 4504.077148
	Iteration 8Q: 3 clusters Score -1618340 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1618432.625000 Penalty: 4504.077148
	Iteration 9Q: 3 clusters Score -1618433 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1618514.125000 Penalty: 4504.077148
	Iteration 10Q: 3 clusters Score -1618514 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1618614.250000 Penalty: 4504.077148
	Iteration 11Q: 3 clusters Score -1618614 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1618751.125000 Penalty: 4504.077148
	Iteration 12Q: 3 clusters Score -1618751 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1618924.125000 Penalty: 4504.077148
	Iteration 13Q: 3 clusters Score -1618924 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1619140.500000 Penalty: 4504.077148
	Iteration 14Q: 3 clusters Score -1619140 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1619361.750000 Penalty: 4504.077148
	Iteration 15Q: 3 clusters Score -1619362 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1619567.000000 Penalty: 4504.077148
	Iteration 16Q: 3 clusters Score -1619567 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1619770.125000 Penalty: 4504.077148
	Iteration 17Q: 3 clusters Score -1619770 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1619940.875000 Penalty: 4504.077148
	Iteration 18Q: 3 clusters Score -1619941 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1620078.500000 Penalty: 4504.077148
	Iteration 19Q: 3 clusters Score -1620078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1620183.500000 Penalty: 4504.077148
	Iteration 20F: 3 clusters Score -1620184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1620248.250000 Penalty: 4504.077148
	Iteration 21Q: 3 clusters Score -1620248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1620299.000000 Penalty: 4504.077148
	Iteration 22Q: 3 clusters Score -1620299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1620329.125000 Penalty: 4504.077148
	Iteration 23Q: 3 clusters Score -1620329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1620354.125000 Penalty: 4504.077148
	Iteration 24Q: 3 clusters Score -1620354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1620368.500000 Penalty: 4504.077148
	Iteration 25Q: 3 clusters Score -1620368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1620381.625000 Penalty: 4504.077148
	Iteration 26Q: 3 clusters Score -1620382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1620391.875000 Penalty: 4504.077148
	Iteration 27Q: 3 clusters Score -1620392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1620402.625000 Penalty: 4504.077148
	Iteration 28Q: 3 clusters Score -1620403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1620413.125000 Penalty: 4504.077148
	Iteration 29Q: 3 clusters Score -1620413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1620419.500000 Penalty: 4504.077148
	Iteration 30Q: 3 clusters Score -1620420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1620422.500000 Penalty: 4504.077148
	Iteration 31Q: 3 clusters Score -1620422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1620423.000000 Penalty: 4504.077148
	Iteration 32Q: 3 clusters Score -1620423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1620429.875000 Penalty: 4504.077148
	Iteration 33Q: 3 clusters Score -1620430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1620429.875000 Penalty: 4504.077148
	Iteration 34F: 3 clusters Score -1620430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Entering Unmasked Estep 
Score: -14483544.000000 Penalty: 2792.994873
	Iteration 0F: 2 clusters Score -1.448354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -14459673.000000 Penalty: 5585.989746
	Iteration 0F: 3 clusters Score -1.445967e+07 nChanged 36628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -14480896.000000 Penalty: 5585.989746
	Iteration 1F: 3 clusters Score -1.44809e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -14481814.000000 Penalty: 5585.989746
	Iteration 2Q: 3 clusters Score -1.448181e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -14482537.000000 Penalty: 5585.989746
	Iteration 3Q: 3 clusters Score -1.448254e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -14483010.000000 Penalty: 5585.989746
	Iteration 4F: 3 clusters Score -1.448301e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -14483524.000000 Penalty: 5585.989746
	Iteration 5F: 3 clusters Score -1.448352e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -14484383.000000 Penalty: 5585.989746
	Iteration 6F: 3 clusters Score -1.448438e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -14486597.000000 Penalty: 5585.989746
	Iteration 7F: 3 clusters Score -1.44866e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -14489569.000000 Penalty: 5585.989746
	Iteration 8F: 3 clusters Score -1.448957e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -14492037.000000 Penalty: 5585.989746
	Iteration 9F: 3 clusters Score -1.449204e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -14493873.000000 Penalty: 5585.989746
	Iteration 10Q: 3 clusters Score -1.449387e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -14495090.000000 Penalty: 5585.989746
	Iteration 11Q: 3 clusters Score -1.449509e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -14496122.000000 Penalty: 5585.989746
	Iteration 12Q: 3 clusters Score -1.449612e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -14496628.000000 Penalty: 5585.989746
	Iteration 13Q: 3 clusters Score -1.449663e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -14497047.000000 Penalty: 5585.989746
	Iteration 14Q: 3 clusters Score -1.449705e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -14497348.000000 Penalty: 5585.989746
	Iteration 15Q: 3 clusters Score -1.449735e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -14497548.000000 Penalty: 5585.989746
	Iteration 16Q: 3 clusters Score -1.449755e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -14497708.000000 Penalty: 5585.989746
	Iteration 17Q: 3 clusters Score -1.449771e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -14497837.000000 Penalty: 5585.989746
	Iteration 18Q: 3 clusters Score -1.449784e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -14497989.000000 Penalty: 5585.989746
	Iteration 19Q: 3 clusters Score -1.449799e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -14498084.000000 Penalty: 5585.989746
	Iteration 20F: 3 clusters Score -1.449808e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -14498145.000000 Penalty: 5585.989746
	Iteration 21Q: 3 clusters Score -1.449814e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -14498207.000000 Penalty: 5585.989746
	Iteration 22Q: 3 clusters Score -1.449821e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -14498329.000000 Penalty: 5585.989746
	Iteration 23Q: 3 clusters Score -1.449833e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -14498404.000000 Penalty: 5585.989746
	Iteration 24Q: 3 clusters Score -1.44984e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -14498430.000000 Penalty: 5585.989746
	Iteration 25Q: 3 clusters Score -1.449843e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -14498473.000000 Penalty: 5585.989746
	Iteration 26Q: 3 clusters Score -1.449847e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -14498529.000000 Penalty: 5585.989746
	Iteration 27Q: 3 clusters Score -1.449853e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -14498604.000000 Penalty: 5585.989746
	Iteration 28Q: 3 clusters Score -1.44986e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -14498656.000000 Penalty: 5585.989746
	Iteration 29Q: 3 clusters Score -1.449866e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -14498713.000000 Penalty: 5585.989746
	Iteration 30Q: 3 clusters Score -1.449871e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -14498757.000000 Penalty: 5585.989746
	Iteration 31Q: 3 clusters Score -1.449876e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -14498797.000000 Penalty: 5585.989746
	Iteration 32Q: 3 clusters Score -1.44988e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -14498844.000000 Penalty: 5585.989746
	Iteration 33Q: 3 clusters Score -1.449884e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -14498867.000000 Penalty: 5585.989746
	Iteration 34Q: 3 clusters Score -1.449887e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -14498892.000000 Penalty: 5585.989746
	Iteration 35Q: 3 clusters Score -1.449889e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -14498887.000000 Penalty: 5585.989746
	Iteration 36Q: 3 clusters Score -1.449889e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -14498911.000000 Penalty: 5585.989746
	Iteration 37Q: 3 clusters Score -1.449891e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -14498920.000000 Penalty: 5585.989746
	Iteration 38Q: 3 clusters Score -1.449892e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -14498908.000000 Penalty: 5585.989746
	Iteration 39Q: 3 clusters Score -1.449891e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -14498949.000000 Penalty: 5585.989746
	Iteration 40F: 3 clusters Score -1.449895e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -14498996.000000 Penalty: 5585.989746
	Iteration 41Q: 3 clusters Score -1.4499e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -14498976.000000 Penalty: 5585.989746
	Iteration 42Q: 3 clusters Score -1.449898e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -14499000.000000 Penalty: 5585.989746
	Iteration 43Q: 3 clusters Score -1.4499e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -14499013.000000 Penalty: 5585.989746
	Iteration 44Q: 3 clusters Score -1.449901e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -14499015.000000 Penalty: 5585.989746
	Iteration 45Q: 3 clusters Score -1.449902e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -14498981.000000 Penalty: 5585.989746
	Iteration 46Q: 3 clusters Score -1.449898e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -14498991.000000 Penalty: 5585.989746
	Iteration 47Q: 3 clusters Score -1.449899e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -14499009.000000 Penalty: 5585.989746
	Iteration 48Q: 3 clusters Score -1.449901e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -14499024.000000 Penalty: 5585.989746
	Iteration 49Q: 3 clusters Score -1.449902e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14499032.000000 Penalty: 5585.989746
	Iteration 50Q: 3 clusters Score -1.449903e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -14499071.000000 Penalty: 5585.989746
	Iteration 51Q: 3 clusters Score -1.449907e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -14499067.000000 Penalty: 5585.989746
	Iteration 52Q: 3 clusters Score -1.449907e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -14499096.000000 Penalty: 5585.989746
	Iteration 53Q: 3 clusters Score -1.44991e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -14499105.000000 Penalty: 5585.989746
	Iteration 54Q: 3 clusters Score -1.44991e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -14499103.000000 Penalty: 5585.989746
	Iteration 55Q: 3 clusters Score -1.44991e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -14499109.000000 Penalty: 5585.989746
	Iteration 56Q: 3 clusters Score -1.449911e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -14499117.000000 Penalty: 5585.989746
	Iteration 57Q: 3 clusters Score -1.449912e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -14499102.000000 Penalty: 5585.989746
	Iteration 58Q: 3 clusters Score -1.44991e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -14499113.000000 Penalty: 5585.989746
	Iteration 59Q: 3 clusters Score -1.449911e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -14499161.000000 Penalty: 5585.989746
	Iteration 60F: 3 clusters Score -1.449916e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -14499165.000000 Penalty: 5585.989746
	Iteration 61Q: 3 clusters Score -1.449916e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -14499199.000000 Penalty: 5585.989746
	Iteration 62Q: 3 clusters Score -1.44992e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -14499177.000000 Penalty: 5585.989746
	Iteration 63Q: 3 clusters Score -1.449918e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -14499202.000000 Penalty: 5585.989746
	Iteration 64Q: 3 clusters Score -1.44992e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -14499199.000000 Penalty: 5585.989746
	Iteration 65Q: 3 clusters Score -1.44992e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -14499234.000000 Penalty: 5585.989746
	Iteration 66Q: 3 clusters Score -1.449923e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -14499286.000000 Penalty: 5585.989746
	Iteration 67Q: 3 clusters Score -1.449929e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -14499254.000000 Penalty: 5585.989746
	Iteration 68Q: 3 clusters Score -1.449925e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -14499243.000000 Penalty: 5585.989746
	Iteration 69Q: 3 clusters Score -1.449924e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -14499277.000000 Penalty: 5585.989746
	Iteration 70Q: 3 clusters Score -1.449928e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -14499349.000000 Penalty: 5585.989746
	Iteration 71Q: 3 clusters Score -1.449935e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -14499372.000000 Penalty: 5585.989746
	Iteration 72Q: 3 clusters Score -1.449937e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -14499403.000000 Penalty: 5585.989746
	Iteration 73Q: 3 clusters Score -1.44994e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -14499382.000000 Penalty: 5585.989746
	Iteration 74Q: 3 clusters Score -1.449938e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -14499418.000000 Penalty: 5585.989746
	Iteration 75Q: 3 clusters Score -1.449942e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -14499463.000000 Penalty: 5585.989746
	Iteration 76Q: 3 clusters Score -1.449946e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -14499498.000000 Penalty: 5585.989746
	Iteration 77Q: 3 clusters Score -1.44995e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -14499483.000000 Penalty: 5585.989746
	Iteration 78Q: 3 clusters Score -1.449948e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -14499497.000000 Penalty: 5585.989746
	Iteration 79Q: 3 clusters Score -1.44995e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -14499551.000000 Penalty: 5585.989746
	Iteration 80F: 3 clusters Score -1.449955e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -14499566.000000 Penalty: 5585.989746
	Iteration 81Q: 3 clusters Score -1.449957e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -14499568.000000 Penalty: 5585.989746
	Iteration 82Q: 3 clusters Score -1.449957e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -14499592.000000 Penalty: 5585.989746
	Iteration 83Q: 3 clusters Score -1.449959e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -14499625.000000 Penalty: 5585.989746
	Iteration 84Q: 3 clusters Score -1.449962e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -14499694.000000 Penalty: 5585.989746
	Iteration 85Q: 3 clusters Score -1.449969e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -14499769.000000 Penalty: 5585.989746
	Iteration 86Q: 3 clusters Score -1.449977e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -14499813.000000 Penalty: 5585.989746
	Iteration 87Q: 3 clusters Score -1.449981e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -14499852.000000 Penalty: 5585.989746
	Iteration 88Q: 3 clusters Score -1.449985e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -14499887.000000 Penalty: 5585.989746
	Iteration 89Q: 3 clusters Score -1.449989e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -14499917.000000 Penalty: 5585.989746
	Iteration 90Q: 3 clusters Score -1.449992e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -14499932.000000 Penalty: 5585.989746
	Iteration 91Q: 3 clusters Score -1.449993e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -14499978.000000 Penalty: 5585.989746
	Iteration 92Q: 3 clusters Score -1.449998e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -14499991.000000 Penalty: 5585.989746
	Iteration 93Q: 3 clusters Score -1.449999e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -14500058.000000 Penalty: 5585.989746
	Iteration 94Q: 3 clusters Score -1.450006e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -14500115.000000 Penalty: 5585.989746
	Iteration 95Q: 3 clusters Score -1.450012e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -14500122.000000 Penalty: 5585.989746
	Iteration 96Q: 3 clusters Score -1.450012e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -14500198.000000 Penalty: 5585.989746
	Iteration 97Q: 3 clusters Score -1.45002e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -14500249.000000 Penalty: 5585.989746
	Iteration 98Q: 3 clusters Score -1.450025e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -14500304.000000 Penalty: 5585.989746
	Iteration 99Q: 3 clusters Score -1.45003e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -14500361.000000 Penalty: 5585.989746
	Iteration 100F: 3 clusters Score -1.450036e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -14500438.000000 Penalty: 5585.989746
	Iteration 101Q: 3 clusters Score -1.450044e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -14500458.000000 Penalty: 5585.989746
	Iteration 102Q: 3 clusters Score -1.450046e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -14500416.000000 Penalty: 5585.989746
	Iteration 103Q: 3 clusters Score -1.450042e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -14500455.000000 Penalty: 5585.989746
	Iteration 104Q: 3 clusters Score -1.450046e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -14500521.000000 Penalty: 5585.989746
	Iteration 105Q: 3 clusters Score -1.450052e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -14500554.000000 Penalty: 5585.989746
	Iteration 106Q: 3 clusters Score -1.450055e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -14500588.000000 Penalty: 5585.989746
	Iteration 107Q: 3 clusters Score -1.450059e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -14500618.000000 Penalty: 5585.989746
	Iteration 108Q: 3 clusters Score -1.450062e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -14500673.000000 Penalty: 5585.989746
	Iteration 109Q: 3 clusters Score -1.450067e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -14500671.000000 Penalty: 5585.989746
	Iteration 110Q: 3 clusters Score -1.450067e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -14500754.000000 Penalty: 5585.989746
	Iteration 111Q: 3 clusters Score -1.450075e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -14500813.000000 Penalty: 5585.989746
	Iteration 112Q: 3 clusters Score -1.450081e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -14500866.000000 Penalty: 5585.989746
	Iteration 113Q: 3 clusters Score -1.450087e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -14500899.000000 Penalty: 5585.989746
	Iteration 114Q: 3 clusters Score -1.45009e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -14500928.000000 Penalty: 5585.989746
	Iteration 115Q: 3 clusters Score -1.450093e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -14500965.000000 Penalty: 5585.989746
	Iteration 116Q: 3 clusters Score -1.450096e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -14500995.000000 Penalty: 5585.989746
	Iteration 117Q: 3 clusters Score -1.4501e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -14501002.000000 Penalty: 5585.989746
	Iteration 118Q: 3 clusters Score -1.4501e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -14500990.000000 Penalty: 5585.989746
	Iteration 119Q: 3 clusters Score -1.450099e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -14501009.000000 Penalty: 5585.989746
	Iteration 120F: 3 clusters Score -1.450101e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -14501020.000000 Penalty: 5585.989746
	Iteration 121Q: 3 clusters Score -1.450102e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -14501059.000000 Penalty: 5585.989746
	Iteration 122Q: 3 clusters Score -1.450106e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -14501071.000000 Penalty: 5585.989746
	Iteration 123Q: 3 clusters Score -1.450107e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -14501058.000000 Penalty: 5585.989746
	Iteration 124Q: 3 clusters Score -1.450106e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -14501051.000000 Penalty: 5585.989746
	Iteration 125Q: 3 clusters Score -1.450105e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -14501027.000000 Penalty: 5585.989746
	Iteration 126Q: 3 clusters Score -1.450103e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -14501034.000000 Penalty: 5585.989746
	Iteration 127Q: 3 clusters Score -1.450103e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -14501020.000000 Penalty: 5585.989746
	Iteration 128Q: 3 clusters Score -1.450102e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -14501009.000000 Penalty: 5585.989746
	Iteration 129Q: 3 clusters Score -1.450101e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -14501003.000000 Penalty: 5585.989746
	Iteration 130Q: 3 clusters Score -1.4501e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -14500996.000000 Penalty: 5585.989746
	Iteration 131Q: 3 clusters Score -1.4501e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -14500997.000000 Penalty: 5585.989746
	Iteration 132Q: 3 clusters Score -1.4501e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -14500971.000000 Penalty: 5585.989746
	Iteration 133Q: 3 clusters Score -1.450097e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -14500943.000000 Penalty: 5585.989746
	Iteration 134Q: 3 clusters Score -1.450094e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -14500949.000000 Penalty: 5585.989746
	Iteration 135Q: 3 clusters Score -1.450095e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -14500931.000000 Penalty: 5585.989746
	Iteration 136Q: 3 clusters Score -1.450093e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -14500942.000000 Penalty: 5585.989746
	Iteration 137Q: 3 clusters Score -1.450094e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -14500952.000000 Penalty: 5585.989746
	Iteration 138Q: 3 clusters Score -1.450095e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -14500959.000000 Penalty: 5585.989746
	Iteration 139Q: 3 clusters Score -1.450096e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -14500964.000000 Penalty: 5585.989746
	Iteration 140F: 3 clusters Score -1.450096e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -14500965.000000 Penalty: 5585.989746
	Iteration 141Q: 3 clusters Score -1.450096e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -14500965.000000 Penalty: 5585.989746
	Iteration 142Q: 3 clusters Score -1.450096e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -14500943.000000 Penalty: 5585.989746
	Iteration 143Q: 3 clusters Score -1.450094e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -14500939.000000 Penalty: 5585.989746
	Iteration 144Q: 3 clusters Score -1.450094e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -14500934.000000 Penalty: 5585.989746
	Iteration 145Q: 3 clusters Score -1.450093e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -14500938.000000 Penalty: 5585.989746
	Iteration 146Q: 3 clusters Score -1.450094e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -14500922.000000 Penalty: 5585.989746
	Iteration 147Q: 3 clusters Score -1.450092e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -14500922.000000 Penalty: 5585.989746
	Iteration 148Q: 3 clusters Score -1.450092e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -14500936.000000 Penalty: 5585.989746
	Iteration 149Q: 3 clusters Score -1.450094e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -14500926.000000 Penalty: 5585.989746
	Iteration 150Q: 3 clusters Score -1.450093e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -14500934.000000 Penalty: 5585.989746
	Iteration 151Q: 3 clusters Score -1.450093e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -14500958.000000 Penalty: 5585.989746
	Iteration 152Q: 3 clusters Score -1.450096e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -14500972.000000 Penalty: 5585.989746
	Iteration 153Q: 3 clusters Score -1.450097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -14500972.000000 Penalty: 5585.989746
	Iteration 154Q: 3 clusters Score -1.450097e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -14500972.000000 Penalty: 5585.989746
	Iteration 155Q: 3 clusters Score -1.450097e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -14500976.000000 Penalty: 5585.989746
	Iteration 156Q: 3 clusters Score -1.450098e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -14500973.000000 Penalty: 5585.989746
	Iteration 157Q: 3 clusters Score -1.450097e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -14500983.000000 Penalty: 5585.989746
	Iteration 158Q: 3 clusters Score -1.450098e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -14500981.000000 Penalty: 5585.989746
	Iteration 159Q: 3 clusters Score -1.450098e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -14500976.000000 Penalty: 5585.989746
	Iteration 160F: 3 clusters Score -1.450098e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -14500972.000000 Penalty: 5585.989746
	Iteration 161Q: 3 clusters Score -1.450097e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -14500973.000000 Penalty: 5585.989746
	Iteration 162Q: 3 clusters Score -1.450097e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -14500993.000000 Penalty: 5585.989746
	Iteration 163Q: 3 clusters Score -1.450099e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -14500999.000000 Penalty: 5585.989746
	Iteration 164Q: 3 clusters Score -1.4501e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -14501035.000000 Penalty: 5585.989746
	Iteration 165Q: 3 clusters Score -1.450104e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -14501057.000000 Penalty: 5585.989746
	Iteration 166Q: 3 clusters Score -1.450106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -14501033.000000 Penalty: 5585.989746
	Iteration 167Q: 3 clusters Score -1.450103e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -14501021.000000 Penalty: 5585.989746
	Iteration 168Q: 3 clusters Score -1.450102e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -14501020.000000 Penalty: 5585.989746
	Iteration 169Q: 3 clusters Score -1.450102e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -14501012.000000 Penalty: 5585.989746
	Iteration 170Q: 3 clusters Score -1.450101e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -14501040.000000 Penalty: 5585.989746
	Iteration 171Q: 3 clusters Score -1.450104e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -14501043.000000 Penalty: 5585.989746
	Iteration 172Q: 3 clusters Score -1.450104e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -14501059.000000 Penalty: 5585.989746
	Iteration 173Q: 3 clusters Score -1.450106e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -14501059.000000 Penalty: 5585.989746
	Iteration 174Q: 3 clusters Score -1.450106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -14501070.000000 Penalty: 5585.989746
	Iteration 175Q: 3 clusters Score -1.450107e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -14501071.000000 Penalty: 5585.989746
	Iteration 176Q: 3 clusters Score -1.450107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -14501062.000000 Penalty: 5585.989746
	Iteration 177Q: 3 clusters Score -1.450106e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -14501073.000000 Penalty: 5585.989746
	Iteration 178Q: 3 clusters Score -1.450107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -14501076.000000 Penalty: 5585.989746
	Iteration 179Q: 3 clusters Score -1.450108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -14501064.000000 Penalty: 5585.989746
	Iteration 180F: 3 clusters Score -1.450106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -14501074.000000 Penalty: 5585.989746
	Iteration 181Q: 3 clusters Score -1.450107e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -14501053.000000 Penalty: 5585.989746
	Iteration 182Q: 3 clusters Score -1.450105e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -14501064.000000 Penalty: 5585.989746
	Iteration 183Q: 3 clusters Score -1.450106e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -14501085.000000 Penalty: 5585.989746
	Iteration 184Q: 3 clusters Score -1.450108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -14501093.000000 Penalty: 5585.989746
	Iteration 185Q: 3 clusters Score -1.450109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -14501088.000000 Penalty: 5585.989746
	Iteration 186Q: 3 clusters Score -1.450109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -14501101.000000 Penalty: 5585.989746
	Iteration 187Q: 3 clusters Score -1.45011e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -14501100.000000 Penalty: 5585.989746
	Iteration 188Q: 3 clusters Score -1.45011e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -14501096.000000 Penalty: 5585.989746
	Iteration 189Q: 3 clusters Score -1.45011e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -14501100.000000 Penalty: 5585.989746
	Iteration 190Q: 3 clusters Score -1.45011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -14501084.000000 Penalty: 5585.989746
	Iteration 191Q: 3 clusters Score -1.450108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -14501093.000000 Penalty: 5585.989746
	Iteration 192Q: 3 clusters Score -1.450109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -14501090.000000 Penalty: 5585.989746
	Iteration 193Q: 3 clusters Score -1.450109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -14501104.000000 Penalty: 5585.989746
	Iteration 194Q: 3 clusters Score -1.45011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -14501101.000000 Penalty: 5585.989746
	Iteration 195Q: 3 clusters Score -1.45011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -14501115.000000 Penalty: 5585.989746
	Iteration 196Q: 3 clusters Score -1.450112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -14501118.000000 Penalty: 5585.989746
	Iteration 197Q: 3 clusters Score -1.450112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -14501122.000000 Penalty: 5585.989746
	Iteration 198Q: 3 clusters Score -1.450112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -14501109.000000 Penalty: 5585.989746
	Iteration 199Q: 3 clusters Score -1.450111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -14501123.000000 Penalty: 5585.989746
	Iteration 200F: 3 clusters Score -1.450112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -14501129.000000 Penalty: 5585.989746
	Iteration 201Q: 3 clusters Score -1.450113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -14501116.000000 Penalty: 5585.989746
	Iteration 202Q: 3 clusters Score -1.450112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -14501127.000000 Penalty: 5585.989746
	Iteration 203Q: 3 clusters Score -1.450113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -14501115.000000 Penalty: 5585.989746
	Iteration 204Q: 3 clusters Score -1.450112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -14501134.000000 Penalty: 5585.989746
	Iteration 205Q: 3 clusters Score -1.450113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -14501134.000000 Penalty: 5585.989746
	Iteration 206Q: 3 clusters Score -1.450113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -14501136.000000 Penalty: 5585.989746
	Iteration 207Q: 3 clusters Score -1.450114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -14501148.000000 Penalty: 5585.989746
	Iteration 208Q: 3 clusters Score -1.450115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -14501143.000000 Penalty: 5585.989746
	Iteration 209Q: 3 clusters Score -1.450114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -14501147.000000 Penalty: 5585.989746
	Iteration 210Q: 3 clusters Score -1.450115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -14501152.000000 Penalty: 5585.989746
	Iteration 211Q: 3 clusters Score -1.450115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -14501158.000000 Penalty: 5585.989746
	Iteration 212Q: 3 clusters Score -1.450116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -14501163.000000 Penalty: 5585.989746
	Iteration 213Q: 3 clusters Score -1.450116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -14501161.000000 Penalty: 5585.989746
	Iteration 214Q: 3 clusters Score -1.450116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -14501161.000000 Penalty: 5585.989746
	Iteration 215F: 3 clusters Score -1.450116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 53597 members 
Mstep: Class 3 contains 42972 members 
Mstep: Class 4 contains 38221 members 
Mstep: Class 5 contains 43006 members 
Mstep: Class 6 contains 40855 members 
Mstep: Class 7 contains 14832 members 
Mstep: Class 8 contains 60623 members 
Mstep: Class 9 contains 45332 members 
Mstep: Class 10 contains 32330 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 45484 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 57807 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 19 contains 61664 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1341 members 
Entering Unmasked Estep 
Score: -106564400.000000 Penalty: 65864.742188
Splitting cluster 12 changes total score from -106502760.000000 to -106564400.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 14 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -221577.328125 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -221577.3 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 673 members 
Entering Unmasked Estep 
Score: -219409.843750 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -219409.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -220013.890625 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -220013.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220241.281250 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -220241.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -220361.312500 Penalty: 3589.224365
	Iteration 3F: 3 clusters Score -220361.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -220448.765625 Penalty: 3589.224365
	Iteration 4Q: 3 clusters Score -220448.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -220500.656250 Penalty: 3589.224365
	Iteration 5Q: 3 clusters Score -220500.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -220532.562500 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -220532.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -220565.750000 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -220565.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220591.218750 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -220591.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220604.109375 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -220604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -220610.328125 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -220610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -220615.437500 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -220615.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -220619.515625 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -220619.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -220624.843750 Penalty: 3589.224365
	Iteration 13Q: 3 clusters Score -220624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -220631.625000 Penalty: 3589.224365
	Iteration 14Q: 3 clusters Score -220631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -220641.984375 Penalty: 3589.224365
	Iteration 15Q: 3 clusters Score -220642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -220647.812500 Penalty: 3589.224365
	Iteration 16Q: 3 clusters Score -220647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -220655.718750 Penalty: 3589.224365
	Iteration 17Q: 3 clusters Score -220655.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -220665.000000 Penalty: 3589.224365
	Iteration 18Q: 3 clusters Score -220665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -220671.015625 Penalty: 3589.224365
	Iteration 19Q: 3 clusters Score -220671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -220674.718750 Penalty: 3589.224365
	Iteration 20F: 3 clusters Score -220674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -220679.515625 Penalty: 3589.224365
	Iteration 21Q: 3 clusters Score -220679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -220690.828125 Penalty: 3589.224365
	Iteration 22Q: 3 clusters Score -220690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220698.359375 Penalty: 3589.224365
	Iteration 23Q: 3 clusters Score -220698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -220699.718750 Penalty: 3589.224365
	Iteration 24Q: 3 clusters Score -220699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -220700.484375 Penalty: 3589.224365
	Iteration 25Q: 3 clusters Score -220700.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -220701.531250 Penalty: 3589.224365
	Iteration 26Q: 3 clusters Score -220701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220701.937500 Penalty: 3589.224365
	Iteration 27Q: 3 clusters Score -220701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -220702.531250 Penalty: 3589.224365
	Iteration 28Q: 3 clusters Score -220702.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -220702.531250 Penalty: 3589.224365
	Iteration 29F: 3 clusters Score -220702.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Entering Unmasked Estep 
Score: -5784920.000000 Penalty: 2573.731445
	Iteration 0F: 2 clusters Score -5784920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -5762910.000000 Penalty: 5147.462891
	Iteration 0F: 3 clusters Score -5762910 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -5770756.500000 Penalty: 5147.462891
	Iteration 1F: 3 clusters Score -5770756 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5771280.000000 Penalty: 5147.462891
	Iteration 2Q: 3 clusters Score -5771280 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -5771846.000000 Penalty: 5147.462891
	Iteration 3Q: 3 clusters Score -5771846 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -5772430.500000 Penalty: 5147.462891
	Iteration 4Q: 3 clusters Score -5772430 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5773149.500000 Penalty: 5147.462891
	Iteration 5Q: 3 clusters Score -5773150 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -5774124.500000 Penalty: 5147.462891
	Iteration 6F: 3 clusters Score -5774124 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -5775522.000000 Penalty: 5147.462891
	Iteration 7F: 3 clusters Score -5775522 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -5777384.000000 Penalty: 5147.462891
	Iteration 8F: 3 clusters Score -5777384 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5779341.500000 Penalty: 5147.462891
	Iteration 9F: 3 clusters Score -5779342 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5780945.000000 Penalty: 5147.462891
	Iteration 10F: 3 clusters Score -5780945 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5781842.500000 Penalty: 5147.462891
	Iteration 11Q: 3 clusters Score -5781842 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5782253.000000 Penalty: 5147.462891
	Iteration 12Q: 3 clusters Score -5782253 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5782441.000000 Penalty: 5147.462891
	Iteration 13Q: 3 clusters Score -5782441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5782513.000000 Penalty: 5147.462891
	Iteration 14Q: 3 clusters Score -5782513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5782535.000000 Penalty: 5147.462891
	Iteration 15Q: 3 clusters Score -5782535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5782549.000000 Penalty: 5147.462891
	Iteration 16Q: 3 clusters Score -5782549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5782563.500000 Penalty: 5147.462891
	Iteration 17Q: 3 clusters Score -5782564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5782573.000000 Penalty: 5147.462891
	Iteration 18Q: 3 clusters Score -5782573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5782581.000000 Penalty: 5147.462891
	Iteration 19Q: 3 clusters Score -5782581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5782587.500000 Penalty: 5147.462891
	Iteration 20F: 3 clusters Score -5782588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Entering Unmasked Estep 
Score: -10777569.000000 Penalty: 2719.286377
	Iteration 0F: 2 clusters Score -1.077757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -10755241.000000 Penalty: 5438.572754
	Iteration 0F: 3 clusters Score -1.075524e+07 nChanged 26912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -10770340.000000 Penalty: 5438.572754
	Iteration 1F: 3 clusters Score -1.077034e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -10770970.000000 Penalty: 5438.572754
	Iteration 2Q: 3 clusters Score -1.077097e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -10771651.000000 Penalty: 5438.572754
	Iteration 3Q: 3 clusters Score -1.077165e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -10772522.000000 Penalty: 5438.572754
	Iteration 4Q: 3 clusters Score -1.077252e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -10773448.000000 Penalty: 5438.572754
	Iteration 5Q: 3 clusters Score -1.077345e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -10774701.000000 Penalty: 5438.572754
	Iteration 6Q: 3 clusters Score -1.07747e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -10776472.000000 Penalty: 5438.572754
	Iteration 7F: 3 clusters Score -1.077647e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -10778873.000000 Penalty: 5438.572754
	Iteration 8F: 3 clusters Score -1.077887e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -10781558.000000 Penalty: 5438.572754
	Iteration 9F: 3 clusters Score -1.078156e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -10784021.000000 Penalty: 5438.572754
	Iteration 10F: 3 clusters Score -1.078402e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -10785749.000000 Penalty: 5438.572754
	Iteration 11F: 3 clusters Score -1.078575e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -10786524.000000 Penalty: 5438.572754
	Iteration 12Q: 3 clusters Score -1.078652e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -10787012.000000 Penalty: 5438.572754
	Iteration 13Q: 3 clusters Score -1.078701e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -10787297.000000 Penalty: 5438.572754
	Iteration 14Q: 3 clusters Score -1.07873e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -10787446.000000 Penalty: 5438.572754
	Iteration 15Q: 3 clusters Score -1.078745e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -10787565.000000 Penalty: 5438.572754
	Iteration 16Q: 3 clusters Score -1.078756e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -10787640.000000 Penalty: 5438.572754
	Iteration 17Q: 3 clusters Score -1.078764e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -10787700.000000 Penalty: 5438.572754
	Iteration 18Q: 3 clusters Score -1.07877e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -10787784.000000 Penalty: 5438.572754
	Iteration 19Q: 3 clusters Score -1.078778e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -10787790.000000 Penalty: 5438.572754
	Iteration 20F: 3 clusters Score -1.078779e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -10787831.000000 Penalty: 5438.572754
	Iteration 21Q: 3 clusters Score -1.078783e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -10787884.000000 Penalty: 5438.572754
	Iteration 22Q: 3 clusters Score -1.078788e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -10787941.000000 Penalty: 5438.572754
	Iteration 23Q: 3 clusters Score -1.078794e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -10787969.000000 Penalty: 5438.572754
	Iteration 24Q: 3 clusters Score -1.078797e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -10788012.000000 Penalty: 5438.572754
	Iteration 25Q: 3 clusters Score -1.078801e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -10788053.000000 Penalty: 5438.572754
	Iteration 26Q: 3 clusters Score -1.078805e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -10788067.000000 Penalty: 5438.572754
	Iteration 27Q: 3 clusters Score -1.078807e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -10788044.000000 Penalty: 5438.572754
	Iteration 28Q: 3 clusters Score -1.078804e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -10788062.000000 Penalty: 5438.572754
	Iteration 29Q: 3 clusters Score -1.078806e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -10788046.000000 Penalty: 5438.572754
	Iteration 30Q: 3 clusters Score -1.078805e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -10788036.000000 Penalty: 5438.572754
	Iteration 31Q: 3 clusters Score -1.078804e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -10788069.000000 Penalty: 5438.572754
	Iteration 32Q: 3 clusters Score -1.078807e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -10788101.000000 Penalty: 5438.572754
	Iteration 33Q: 3 clusters Score -1.07881e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -10788082.000000 Penalty: 5438.572754
	Iteration 34Q: 3 clusters Score -1.078808e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -10788082.000000 Penalty: 5438.572754
	Iteration 35Q: 3 clusters Score -1.078808e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -10788100.000000 Penalty: 5438.572754
	Iteration 36Q: 3 clusters Score -1.07881e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -10788099.000000 Penalty: 5438.572754
	Iteration 37Q: 3 clusters Score -1.07881e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -10788093.000000 Penalty: 5438.572754
	Iteration 38Q: 3 clusters Score -1.078809e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -10788126.000000 Penalty: 5438.572754
	Iteration 39Q: 3 clusters Score -1.078813e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -10788137.000000 Penalty: 5438.572754
	Iteration 40F: 3 clusters Score -1.078814e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -10788171.000000 Penalty: 5438.572754
	Iteration 41Q: 3 clusters Score -1.078817e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -10788145.000000 Penalty: 5438.572754
	Iteration 42Q: 3 clusters Score -1.078814e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -10788177.000000 Penalty: 5438.572754
	Iteration 43Q: 3 clusters Score -1.078818e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -10788192.000000 Penalty: 5438.572754
	Iteration 44Q: 3 clusters Score -1.078819e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -10788200.000000 Penalty: 5438.572754
	Iteration 45Q: 3 clusters Score -1.07882e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -10788210.000000 Penalty: 5438.572754
	Iteration 46Q: 3 clusters Score -1.078821e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -10788174.000000 Penalty: 5438.572754
	Iteration 47Q: 3 clusters Score -1.078817e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -10788197.000000 Penalty: 5438.572754
	Iteration 48Q: 3 clusters Score -1.07882e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -10788201.000000 Penalty: 5438.572754
	Iteration 49Q: 3 clusters Score -1.07882e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -10788188.000000 Penalty: 5438.572754
	Iteration 50Q: 3 clusters Score -1.078819e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -10788199.000000 Penalty: 5438.572754
	Iteration 51Q: 3 clusters Score -1.07882e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -10788186.000000 Penalty: 5438.572754
	Iteration 52Q: 3 clusters Score -1.078819e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -10788164.000000 Penalty: 5438.572754
	Iteration 53Q: 3 clusters Score -1.078816e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -10788173.000000 Penalty: 5438.572754
	Iteration 54Q: 3 clusters Score -1.078817e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -10788165.000000 Penalty: 5438.572754
	Iteration 55Q: 3 clusters Score -1.078816e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -10788167.000000 Penalty: 5438.572754
	Iteration 56Q: 3 clusters Score -1.078817e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -10788176.000000 Penalty: 5438.572754
	Iteration 57Q: 3 clusters Score -1.078818e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -10788175.000000 Penalty: 5438.572754
	Iteration 58Q: 3 clusters Score -1.078818e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -10788185.000000 Penalty: 5438.572754
	Iteration 59Q: 3 clusters Score -1.078818e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -10788184.000000 Penalty: 5438.572754
	Iteration 60F: 3 clusters Score -1.078818e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -10788203.000000 Penalty: 5438.572754
	Iteration 61Q: 3 clusters Score -1.07882e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -10788205.000000 Penalty: 5438.572754
	Iteration 62Q: 3 clusters Score -1.07882e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -10788212.000000 Penalty: 5438.572754
	Iteration 63Q: 3 clusters Score -1.078821e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -10788236.000000 Penalty: 5438.572754
	Iteration 64Q: 3 clusters Score -1.078824e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -10788230.000000 Penalty: 5438.572754
	Iteration 65Q: 3 clusters Score -1.078823e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -10788246.000000 Penalty: 5438.572754
	Iteration 66Q: 3 clusters Score -1.078825e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -10788228.000000 Penalty: 5438.572754
	Iteration 67Q: 3 clusters Score -1.078823e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -10788248.000000 Penalty: 5438.572754
	Iteration 68Q: 3 clusters Score -1.078825e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -10788273.000000 Penalty: 5438.572754
	Iteration 69Q: 3 clusters Score -1.078827e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -10788282.000000 Penalty: 5438.572754
	Iteration 70Q: 3 clusters Score -1.078828e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -10788276.000000 Penalty: 5438.572754
	Iteration 71Q: 3 clusters Score -1.078828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -10788251.000000 Penalty: 5438.572754
	Iteration 72Q: 3 clusters Score -1.078825e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -10788255.000000 Penalty: 5438.572754
	Iteration 73Q: 3 clusters Score -1.078826e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -10788251.000000 Penalty: 5438.572754
	Iteration 74Q: 3 clusters Score -1.078825e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -10788246.000000 Penalty: 5438.572754
	Iteration 75Q: 3 clusters Score -1.078825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -10788246.000000 Penalty: 5438.572754
	Iteration 76Q: 3 clusters Score -1.078825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -10788231.000000 Penalty: 5438.572754
	Iteration 77Q: 3 clusters Score -1.078823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -10788235.000000 Penalty: 5438.572754
	Iteration 78Q: 3 clusters Score -1.078824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -10788253.000000 Penalty: 5438.572754
	Iteration 79Q: 3 clusters Score -1.078825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -10788244.000000 Penalty: 5438.572754
	Iteration 80F: 3 clusters Score -1.078824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -10788241.000000 Penalty: 5438.572754
	Iteration 81Q: 3 clusters Score -1.078824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -10788242.000000 Penalty: 5438.572754
	Iteration 82Q: 3 clusters Score -1.078824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -10788238.000000 Penalty: 5438.572754
	Iteration 83Q: 3 clusters Score -1.078824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -10788239.000000 Penalty: 5438.572754
	Iteration 84Q: 3 clusters Score -1.078824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -10788250.000000 Penalty: 5438.572754
	Iteration 85Q: 3 clusters Score -1.078825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -10788249.000000 Penalty: 5438.572754
	Iteration 86Q: 3 clusters Score -1.078825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -10788242.000000 Penalty: 5438.572754
	Iteration 87Q: 3 clusters Score -1.078824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -10788246.000000 Penalty: 5438.572754
	Iteration 88Q: 3 clusters Score -1.078825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -10788250.000000 Penalty: 5438.572754
	Iteration 89Q: 3 clusters Score -1.078825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -10788252.000000 Penalty: 5438.572754
	Iteration 90Q: 3 clusters Score -1.078825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -10788248.000000 Penalty: 5438.572754
	Iteration 91Q: 3 clusters Score -1.078825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -10788252.000000 Penalty: 5438.572754
	Iteration 92Q: 3 clusters Score -1.078825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -10788232.000000 Penalty: 5438.572754
	Iteration 93Q: 3 clusters Score -1.078823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -10788237.000000 Penalty: 5438.572754
	Iteration 94Q: 3 clusters Score -1.078824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -10788216.000000 Penalty: 5438.572754
	Iteration 95Q: 3 clusters Score -1.078822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -10788226.000000 Penalty: 5438.572754
	Iteration 96Q: 3 clusters Score -1.078823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -10788212.000000 Penalty: 5438.572754
	Iteration 97Q: 3 clusters Score -1.078821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -10788216.000000 Penalty: 5438.572754
	Iteration 98Q: 3 clusters Score -1.078822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -10788218.000000 Penalty: 5438.572754
	Iteration 99Q: 3 clusters Score -1.078822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -10788227.000000 Penalty: 5438.572754
	Iteration 100F: 3 clusters Score -1.078823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -10788230.000000 Penalty: 5438.572754
	Iteration 101Q: 3 clusters Score -1.078823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -10788218.000000 Penalty: 5438.572754
	Iteration 102Q: 3 clusters Score -1.078822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -10788226.000000 Penalty: 5438.572754
	Iteration 103Q: 3 clusters Score -1.078823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -10788228.000000 Penalty: 5438.572754
	Iteration 104Q: 3 clusters Score -1.078823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -10788216.000000 Penalty: 5438.572754
	Iteration 105Q: 3 clusters Score -1.078822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -10788222.000000 Penalty: 5438.572754
	Iteration 106Q: 3 clusters Score -1.078822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -10788216.000000 Penalty: 5438.572754
	Iteration 107Q: 3 clusters Score -1.078822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -10788221.000000 Penalty: 5438.572754
	Iteration 108Q: 3 clusters Score -1.078822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -10788225.000000 Penalty: 5438.572754
	Iteration 109Q: 3 clusters Score -1.078822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -10788240.000000 Penalty: 5438.572754
	Iteration 110Q: 3 clusters Score -1.078824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -10788230.000000 Penalty: 5438.572754
	Iteration 111Q: 3 clusters Score -1.078823e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -10788234.000000 Penalty: 5438.572754
	Iteration 112Q: 3 clusters Score -1.078823e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -10788236.000000 Penalty: 5438.572754
	Iteration 113Q: 3 clusters Score -1.078824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -10788227.000000 Penalty: 5438.572754
	Iteration 114Q: 3 clusters Score -1.078823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -10788254.000000 Penalty: 5438.572754
	Iteration 115Q: 3 clusters Score -1.078825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -10788249.000000 Penalty: 5438.572754
	Iteration 116Q: 3 clusters Score -1.078825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -10788266.000000 Penalty: 5438.572754
	Iteration 117Q: 3 clusters Score -1.078827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -10788265.000000 Penalty: 5438.572754
	Iteration 118Q: 3 clusters Score -1.078826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -10788261.000000 Penalty: 5438.572754
	Iteration 119Q: 3 clusters Score -1.078826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -10788254.000000 Penalty: 5438.572754
	Iteration 120F: 3 clusters Score -1.078825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -10788257.000000 Penalty: 5438.572754
	Iteration 121Q: 3 clusters Score -1.078826e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -10788263.000000 Penalty: 5438.572754
	Iteration 122Q: 3 clusters Score -1.078826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -10788259.000000 Penalty: 5438.572754
	Iteration 123Q: 3 clusters Score -1.078826e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -10788255.000000 Penalty: 5438.572754
	Iteration 124Q: 3 clusters Score -1.078826e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -10788280.000000 Penalty: 5438.572754
	Iteration 125Q: 3 clusters Score -1.078828e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -10788276.000000 Penalty: 5438.572754
	Iteration 126Q: 3 clusters Score -1.078828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -10788276.000000 Penalty: 5438.572754
	Iteration 127Q: 3 clusters Score -1.078828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -10788273.000000 Penalty: 5438.572754
	Iteration 128Q: 3 clusters Score -1.078827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -10788294.000000 Penalty: 5438.572754
	Iteration 129Q: 3 clusters Score -1.078829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -10788301.000000 Penalty: 5438.572754
	Iteration 130Q: 3 clusters Score -1.07883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -10788289.000000 Penalty: 5438.572754
	Iteration 131Q: 3 clusters Score -1.078829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -10788281.000000 Penalty: 5438.572754
	Iteration 132Q: 3 clusters Score -1.078828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -10788267.000000 Penalty: 5438.572754
	Iteration 133Q: 3 clusters Score -1.078827e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -10788268.000000 Penalty: 5438.572754
	Iteration 134Q: 3 clusters Score -1.078827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -10788274.000000 Penalty: 5438.572754
	Iteration 135Q: 3 clusters Score -1.078827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -10788278.000000 Penalty: 5438.572754
	Iteration 136Q: 3 clusters Score -1.078828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -10788279.000000 Penalty: 5438.572754
	Iteration 137Q: 3 clusters Score -1.078828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -10788290.000000 Penalty: 5438.572754
	Iteration 138Q: 3 clusters Score -1.078829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -10788299.000000 Penalty: 5438.572754
	Iteration 139Q: 3 clusters Score -1.07883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -10788287.000000 Penalty: 5438.572754
	Iteration 140F: 3 clusters Score -1.078829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -10788286.000000 Penalty: 5438.572754
	Iteration 141Q: 3 clusters Score -1.078829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -10788288.000000 Penalty: 5438.572754
	Iteration 142Q: 3 clusters Score -1.078829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -10788280.000000 Penalty: 5438.572754
	Iteration 143Q: 3 clusters Score -1.078828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -10788279.000000 Penalty: 5438.572754
	Iteration 144Q: 3 clusters Score -1.078828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -10788282.000000 Penalty: 5438.572754
	Iteration 145Q: 3 clusters Score -1.078828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -10788280.000000 Penalty: 5438.572754
	Iteration 146Q: 3 clusters Score -1.078828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -10788280.000000 Penalty: 5438.572754
	Iteration 147F: 3 clusters Score -1.078828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 53597 members 
Mstep: Class 3 contains 42972 members 
Mstep: Class 4 contains 38221 members 
Mstep: Class 5 contains 43006 members 
Mstep: Class 6 contains 40855 members 
Mstep: Class 7 contains 14832 members 
Mstep: Class 8 contains 60623 members 
Mstep: Class 9 contains 45332 members 
Mstep: Class 10 contains 32330 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 45484 members 
Mstep: Class 13 contains 19588 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 38219 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 19 contains 61664 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1341 members 
Entering Unmasked Estep 
Score: -106574560.000000 Penalty: 69157.984375
Splitting cluster 16 changes total score from -106502760.000000 to -106574560.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 17 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -96179.632812 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -96179.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -94638.640625 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -94638.64 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -94866.078125 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -94866.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -94980.734375 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -94980.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -95017.804688 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -95017.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -95047.531250 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -95047.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -95064.976562 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -95064.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -95077.726562 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -95077.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -95094.726562 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -95094.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -95106.531250 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -95106.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -95114.992188 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -95114.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -95116.953125 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -95116.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -95118.437500 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -95118.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -95120.257812 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -95120.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -95120.257812 Penalty: 3127.006592
	Iteration 13F: 3 clusters Score -95120.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Entering Unmasked Estep 
Score: -11402415.000000 Penalty: 2735.304932
	Iteration 0F: 2 clusters Score -1.140242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -11374789.000000 Penalty: 5470.609863
	Iteration 0F: 3 clusters Score -1.137479e+07 nChanged 28831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -11391010.000000 Penalty: 5470.609863
	Iteration 1F: 3 clusters Score -1.139101e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -11391705.000000 Penalty: 5470.609863
	Iteration 2Q: 3 clusters Score -1.13917e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -11392790.000000 Penalty: 5470.609863
	Iteration 3Q: 3 clusters Score -1.139279e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -11394212.000000 Penalty: 5470.609863
	Iteration 4Q: 3 clusters Score -1.139421e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -11396471.000000 Penalty: 5470.609863
	Iteration 5F: 3 clusters Score -1.139647e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -11398850.000000 Penalty: 5470.609863
	Iteration 6F: 3 clusters Score -1.139885e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -11400247.000000 Penalty: 5470.609863
	Iteration 7F: 3 clusters Score -1.140025e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -11401051.000000 Penalty: 5470.609863
	Iteration 8F: 3 clusters Score -1.140105e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -11401838.000000 Penalty: 5470.609863
	Iteration 9Q: 3 clusters Score -1.140184e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -11402688.000000 Penalty: 5470.609863
	Iteration 10Q: 3 clusters Score -1.140269e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -11403424.000000 Penalty: 5470.609863
	Iteration 11Q: 3 clusters Score -1.140342e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -11404022.000000 Penalty: 5470.609863
	Iteration 12Q: 3 clusters Score -1.140402e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -11404406.000000 Penalty: 5470.609863
	Iteration 13Q: 3 clusters Score -1.140441e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -11404724.000000 Penalty: 5470.609863
	Iteration 14Q: 3 clusters Score -1.140472e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -11405104.000000 Penalty: 5470.609863
	Iteration 15Q: 3 clusters Score -1.14051e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -11405450.000000 Penalty: 5470.609863
	Iteration 16Q: 3 clusters Score -1.140545e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -11405755.000000 Penalty: 5470.609863
	Iteration 17Q: 3 clusters Score -1.140576e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -11406022.000000 Penalty: 5470.609863
	Iteration 18Q: 3 clusters Score -1.140602e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -11406290.000000 Penalty: 5470.609863
	Iteration 19Q: 3 clusters Score -1.140629e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -11406597.000000 Penalty: 5470.609863
	Iteration 20F: 3 clusters Score -1.14066e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -11406851.000000 Penalty: 5470.609863
	Iteration 21Q: 3 clusters Score -1.140685e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -11407062.000000 Penalty: 5470.609863
	Iteration 22Q: 3 clusters Score -1.140706e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -11407263.000000 Penalty: 5470.609863
	Iteration 23Q: 3 clusters Score -1.140726e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -11407359.000000 Penalty: 5470.609863
	Iteration 24Q: 3 clusters Score -1.140736e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -11407491.000000 Penalty: 5470.609863
	Iteration 25Q: 3 clusters Score -1.140749e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -11407550.000000 Penalty: 5470.609863
	Iteration 26Q: 3 clusters Score -1.140755e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -11407635.000000 Penalty: 5470.609863
	Iteration 27Q: 3 clusters Score -1.140764e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -11407728.000000 Penalty: 5470.609863
	Iteration 28Q: 3 clusters Score -1.140773e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -11407752.000000 Penalty: 5470.609863
	Iteration 29Q: 3 clusters Score -1.140775e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -11407783.000000 Penalty: 5470.609863
	Iteration 30Q: 3 clusters Score -1.140778e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -11407827.000000 Penalty: 5470.609863
	Iteration 31Q: 3 clusters Score -1.140783e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -11407859.000000 Penalty: 5470.609863
	Iteration 32Q: 3 clusters Score -1.140786e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -11407888.000000 Penalty: 5470.609863
	Iteration 33Q: 3 clusters Score -1.140789e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -11407889.000000 Penalty: 5470.609863
	Iteration 34Q: 3 clusters Score -1.140789e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -11407897.000000 Penalty: 5470.609863
	Iteration 35Q: 3 clusters Score -1.14079e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -11407914.000000 Penalty: 5470.609863
	Iteration 36Q: 3 clusters Score -1.140791e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -11407958.000000 Penalty: 5470.609863
	Iteration 37Q: 3 clusters Score -1.140796e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -11407974.000000 Penalty: 5470.609863
	Iteration 38Q: 3 clusters Score -1.140797e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -11408001.000000 Penalty: 5470.609863
	Iteration 39Q: 3 clusters Score -1.1408e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -11408010.000000 Penalty: 5470.609863
	Iteration 40F: 3 clusters Score -1.140801e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -11408006.000000 Penalty: 5470.609863
	Iteration 41Q: 3 clusters Score -1.140801e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -11408019.000000 Penalty: 5470.609863
	Iteration 42Q: 3 clusters Score -1.140802e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -11408017.000000 Penalty: 5470.609863
	Iteration 43Q: 3 clusters Score -1.140802e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -11408036.000000 Penalty: 5470.609863
	Iteration 44Q: 3 clusters Score -1.140804e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -11408032.000000 Penalty: 5470.609863
	Iteration 45Q: 3 clusters Score -1.140803e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -11408069.000000 Penalty: 5470.609863
	Iteration 46Q: 3 clusters Score -1.140807e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -11408127.000000 Penalty: 5470.609863
	Iteration 47Q: 3 clusters Score -1.140813e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -11408107.000000 Penalty: 5470.609863
	Iteration 48Q: 3 clusters Score -1.140811e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -11408144.000000 Penalty: 5470.609863
	Iteration 49Q: 3 clusters Score -1.140814e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -11408161.000000 Penalty: 5470.609863
	Iteration 50Q: 3 clusters Score -1.140816e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -11408154.000000 Penalty: 5470.609863
	Iteration 51Q: 3 clusters Score -1.140815e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -11408164.000000 Penalty: 5470.609863
	Iteration 52Q: 3 clusters Score -1.140816e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -11408180.000000 Penalty: 5470.609863
	Iteration 53Q: 3 clusters Score -1.140818e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -11408184.000000 Penalty: 5470.609863
	Iteration 54Q: 3 clusters Score -1.140818e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -11408204.000000 Penalty: 5470.609863
	Iteration 55Q: 3 clusters Score -1.14082e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -11408202.000000 Penalty: 5470.609863
	Iteration 56Q: 3 clusters Score -1.14082e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -11408210.000000 Penalty: 5470.609863
	Iteration 57Q: 3 clusters Score -1.140821e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -11408189.000000 Penalty: 5470.609863
	Iteration 58Q: 3 clusters Score -1.140819e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -11408223.000000 Penalty: 5470.609863
	Iteration 59Q: 3 clusters Score -1.140822e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -11408214.000000 Penalty: 5470.609863
	Iteration 60F: 3 clusters Score -1.140821e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -11408207.000000 Penalty: 5470.609863
	Iteration 61Q: 3 clusters Score -1.140821e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -11408201.000000 Penalty: 5470.609863
	Iteration 62Q: 3 clusters Score -1.14082e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -11408217.000000 Penalty: 5470.609863
	Iteration 63Q: 3 clusters Score -1.140822e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -11408245.000000 Penalty: 5470.609863
	Iteration 64Q: 3 clusters Score -1.140824e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -11408238.000000 Penalty: 5470.609863
	Iteration 65Q: 3 clusters Score -1.140824e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -11408239.000000 Penalty: 5470.609863
	Iteration 66Q: 3 clusters Score -1.140824e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -11408244.000000 Penalty: 5470.609863
	Iteration 67Q: 3 clusters Score -1.140824e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -11408299.000000 Penalty: 5470.609863
	Iteration 68Q: 3 clusters Score -1.14083e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -11408282.000000 Penalty: 5470.609863
	Iteration 69Q: 3 clusters Score -1.140828e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -11408279.000000 Penalty: 5470.609863
	Iteration 70Q: 3 clusters Score -1.140828e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -11408287.000000 Penalty: 5470.609863
	Iteration 71Q: 3 clusters Score -1.140829e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -11408317.000000 Penalty: 5470.609863
	Iteration 72Q: 3 clusters Score -1.140832e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -11408303.000000 Penalty: 5470.609863
	Iteration 73Q: 3 clusters Score -1.14083e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -11408297.000000 Penalty: 5470.609863
	Iteration 74Q: 3 clusters Score -1.14083e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -11408291.000000 Penalty: 5470.609863
	Iteration 75Q: 3 clusters Score -1.140829e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -11408314.000000 Penalty: 5470.609863
	Iteration 76Q: 3 clusters Score -1.140831e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -11408341.000000 Penalty: 5470.609863
	Iteration 77Q: 3 clusters Score -1.140834e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -11408312.000000 Penalty: 5470.609863
	Iteration 78Q: 3 clusters Score -1.140831e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -11408302.000000 Penalty: 5470.609863
	Iteration 79Q: 3 clusters Score -1.14083e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -11408317.000000 Penalty: 5470.609863
	Iteration 80F: 3 clusters Score -1.140832e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -11408324.000000 Penalty: 5470.609863
	Iteration 81Q: 3 clusters Score -1.140832e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -11408330.000000 Penalty: 5470.609863
	Iteration 82Q: 3 clusters Score -1.140833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -11408345.000000 Penalty: 5470.609863
	Iteration 83Q: 3 clusters Score -1.140834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -11408336.000000 Penalty: 5470.609863
	Iteration 84Q: 3 clusters Score -1.140834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -11408352.000000 Penalty: 5470.609863
	Iteration 85Q: 3 clusters Score -1.140835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -11408347.000000 Penalty: 5470.609863
	Iteration 86Q: 3 clusters Score -1.140835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -11408354.000000 Penalty: 5470.609863
	Iteration 87Q: 3 clusters Score -1.140835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -11408351.000000 Penalty: 5470.609863
	Iteration 88Q: 3 clusters Score -1.140835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -11408343.000000 Penalty: 5470.609863
	Iteration 89Q: 3 clusters Score -1.140834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -11408344.000000 Penalty: 5470.609863
	Iteration 90Q: 3 clusters Score -1.140834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -11408342.000000 Penalty: 5470.609863
	Iteration 91Q: 3 clusters Score -1.140834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -11408332.000000 Penalty: 5470.609863
	Iteration 92Q: 3 clusters Score -1.140833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -11408346.000000 Penalty: 5470.609863
	Iteration 93Q: 3 clusters Score -1.140835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -11408339.000000 Penalty: 5470.609863
	Iteration 94Q: 3 clusters Score -1.140834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -11408343.000000 Penalty: 5470.609863
	Iteration 95Q: 3 clusters Score -1.140834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -11408336.000000 Penalty: 5470.609863
	Iteration 96Q: 3 clusters Score -1.140834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -11408346.000000 Penalty: 5470.609863
	Iteration 97Q: 3 clusters Score -1.140835e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -11408351.000000 Penalty: 5470.609863
	Iteration 98Q: 3 clusters Score -1.140835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -11408354.000000 Penalty: 5470.609863
	Iteration 99Q: 3 clusters Score -1.140835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -11408355.000000 Penalty: 5470.609863
	Iteration 100F: 3 clusters Score -1.140836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -11408358.000000 Penalty: 5470.609863
	Iteration 101Q: 3 clusters Score -1.140836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -11408341.000000 Penalty: 5470.609863
	Iteration 102Q: 3 clusters Score -1.140834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -11408350.000000 Penalty: 5470.609863
	Iteration 103Q: 3 clusters Score -1.140835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -11408349.000000 Penalty: 5470.609863
	Iteration 104Q: 3 clusters Score -1.140835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -11408328.000000 Penalty: 5470.609863
	Iteration 105Q: 3 clusters Score -1.140833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -11408334.000000 Penalty: 5470.609863
	Iteration 106Q: 3 clusters Score -1.140833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -11408325.000000 Penalty: 5470.609863
	Iteration 107Q: 3 clusters Score -1.140832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -11408327.000000 Penalty: 5470.609863
	Iteration 108Q: 3 clusters Score -1.140833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -11408319.000000 Penalty: 5470.609863
	Iteration 109Q: 3 clusters Score -1.140832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -11408321.000000 Penalty: 5470.609863
	Iteration 110Q: 3 clusters Score -1.140832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -11408310.000000 Penalty: 5470.609863
	Iteration 111Q: 3 clusters Score -1.140831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -11408319.000000 Penalty: 5470.609863
	Iteration 112Q: 3 clusters Score -1.140832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -11408313.000000 Penalty: 5470.609863
	Iteration 113Q: 3 clusters Score -1.140831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -11408315.000000 Penalty: 5470.609863
	Iteration 114Q: 3 clusters Score -1.140832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -11408315.000000 Penalty: 5470.609863
	Iteration 115F: 3 clusters Score -1.140832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 53597 members 
Mstep: Class 3 contains 42972 members 
Mstep: Class 4 contains 38221 members 
Mstep: Class 5 contains 43006 members 
Mstep: Class 6 contains 40855 members 
Mstep: Class 7 contains 14832 members 
Mstep: Class 8 contains 60623 members 
Mstep: Class 9 contains 45332 members 
Mstep: Class 10 contains 32330 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 45484 members 
Mstep: Class 13 contains 19588 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 38219 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 18755 members 
Mstep: Class 19 contains 42909 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1341 members 
Entering Unmasked Estep 
Score: -106579872.000000 Penalty: 72451.218750
Splitting cluster 19 changes total score from -106502760.000000 to -106579872.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 20 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -143625.687500 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -143625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -141868.796875 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -141868.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -142192.437500 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -142192.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -142348.437500 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -142348.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -142417.765625 Penalty: 3329.626465
	Iteration 3Q: 3 clusters Score -142417.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -142502.250000 Penalty: 3329.626465
	Iteration 4Q: 3 clusters Score -142502.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -142566.140625 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -142566.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -142646.468750 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -142646.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -142705.625000 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -142705.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -142725.031250 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -142725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -142757.843750 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -142757.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -142774.437500 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -142774.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -142781.968750 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -142782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -142786.875000 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -142786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -142790.843750 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -142790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -142794.046875 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -142794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -142798.718750 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -142798.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -142803.921875 Penalty: 3329.626465
	Iteration 16Q: 3 clusters Score -142803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -142812.656250 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -142812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -142817.015625 Penalty: 3329.626465
	Iteration 18Q: 3 clusters Score -142817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -142827.109375 Penalty: 3329.626465
	Iteration 19Q: 3 clusters Score -142827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -142833.625000 Penalty: 3329.626465
	Iteration 20F: 3 clusters Score -142833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -142841.296875 Penalty: 3329.626465
	Iteration 21Q: 3 clusters Score -142841.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -142844.750000 Penalty: 3329.626465
	Iteration 22Q: 3 clusters Score -142844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -142849.562500 Penalty: 3329.626465
	Iteration 23Q: 3 clusters Score -142849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -142849.562500 Penalty: 3329.626465
	Iteration 24F: 3 clusters Score -142849.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -64196.843750 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -64196.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62854.304688 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -62854.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63287.511719 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -63287.51 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63501.234375 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -63501.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63708.855469 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -63708.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63908.855469 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -63908.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64075.007812 Penalty: 3237.867188
	Iteration 5F: 3 clusters Score -64075.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64323.652344 Penalty: 3237.867188
	Iteration 6F: 3 clusters Score -64323.65 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -64616.046875 Penalty: 3237.867188
	Iteration 7F: 3 clusters Score -64616.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64797.171875 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -64797.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -65049.195312 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -65049.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65305.585938 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -65305.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -65403.320312 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -65403.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65410.113281 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -65410.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65411.628906 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -65411.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65425.636719 Penalty: 3237.867188
	Iteration 14F: 3 clusters Score -65425.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65481.281250 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -65481.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65529.699219 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -65529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65592.234375 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -65592.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65592.234375 Penalty: 3237.867188
	Iteration 18F: 3 clusters Score -65592.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 53597 members 
Mstep: Class 3 contains 42972 members 
Mstep: Class 4 contains 38221 members 
Mstep: Class 5 contains 43006 members 
Mstep: Class 6 contains 40855 members 
Mstep: Class 7 contains 14832 members 
Mstep: Class 8 contains 60623 members 
Mstep: Class 9 contains 45332 members 
Mstep: Class 10 contains 32330 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 45484 members 
Mstep: Class 13 contains 19588 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 38219 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 18755 members 
Mstep: Class 19 contains 42909 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 1341 members 
Mstep: Class 23 contains 455 members 
Entering Unmasked Estep 
Score: -106579624.000000 Penalty: 75744.453125
Splitting cluster 21 changes total score from -106502760.000000 to -106579624.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -178536.375000 Penalty: 1785.890381
	Iteration 0F: 2 clusters Score -178536.4 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 661 members 
Entering Unmasked Estep 
Score: -176847.109375 Penalty: 3571.780762
	Iteration 0F: 3 clusters Score -176847.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -178304.453125 Penalty: 3571.780762
	Iteration 1F: 3 clusters Score -178304.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -178935.171875 Penalty: 3571.780762
	Iteration 2F: 3 clusters Score -178935.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -179305.406250 Penalty: 3571.780762
	Iteration 3F: 3 clusters Score -179305.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -179445.359375 Penalty: 3571.780762
	Iteration 4Q: 3 clusters Score -179445.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -179523.718750 Penalty: 3571.780762
	Iteration 5Q: 3 clusters Score -179523.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -179567.328125 Penalty: 3571.780762
	Iteration 6Q: 3 clusters Score -179567.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -179590.453125 Penalty: 3571.780762
	Iteration 7Q: 3 clusters Score -179590.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -179622.265625 Penalty: 3571.780762
	Iteration 8Q: 3 clusters Score -179622.3 nChanged 12
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: -179640.953125 Penalty: 3571.780762
	Iteration 9Q: 3 clusters Score -179641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -179648.718750 Penalty: 3571.780762
	Iteration 10Q: 3 clusters Score -179648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -179654.062500 Penalty: 3571.780762
	Iteration 11Q: 3 clusters Score -179654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -179656.937500 Penalty: 3571.780762
	Iteration 12Q: 3 clusters Score -179656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -179658.609375 Penalty: 3571.780762
	Iteration 13Q: 3 clusters Score -179658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -179658.609375 Penalty: 3571.780762
	Iteration 14F: 3 clusters Score -179658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 53597 members 
Mstep: Class 3 contains 42972 members 
Mstep: Class 4 contains 38221 members 
Mstep: Class 5 contains 43006 members 
Mstep: Class 6 contains 40855 members 
Mstep: Class 7 contains 14832 members 
Mstep: Class 8 contains 60623 members 
Mstep: Class 9 contains 45332 members 
Mstep: Class 10 contains 32330 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 45484 members 
Mstep: Class 13 contains 19588 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 38219 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 18755 members 
Mstep: Class 19 contains 42909 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 455 members 
Mstep: Class 24 contains 701 members 
Entering Unmasked Estep 
Score: -106579224.000000 Penalty: 79037.695312
Splitting cluster 22 changes total score from -106502760.000000 to -106579224.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 53597 members 
Mstep: Class 4 contains 38221 members 
Mstep: Class 6 contains 40855 members 
Mstep: Class 7 contains 14832 members 
Mstep: Class 8 contains 60623 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 45484 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 32143 members 
Mstep: Class 16 contains 38219 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 19 contains 42909 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106599544.000000 Penalty: 79037.695312
Iteration 39Q: 25 clusters Score -1.065995e+08 nChanged 35960
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 52116 members 
Mstep: Class 3 contains 41804 members 
Mstep: Class 4 contains 40650 members 
Mstep: Class 5 contains 41953 members 
Mstep: Class 6 contains 41572 members 
Mstep: Class 7 contains 16833 members 
Mstep: Class 8 contains 59733 members 
Mstep: Class 9 contains 42024 members 
Mstep: Class 10 contains 31028 members 
Mstep: Class 11 contains 8598 members 
Mstep: Class 12 contains 50293 members 
Mstep: Class 13 contains 19074 members 
Mstep: Class 14 contains 1382 members 
Mstep: Class 15 contains 31230 members 
Mstep: Class 16 contains 39351 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 18297 members 
Mstep: Class 19 contains 43077 members 
Mstep: Class 20 contains 834 members 
Mstep: Class 21 contains 231 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 452 members 
Mstep: Class 24 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106616856.000000 Penalty: 79037.695312
Iteration 40F: 25 clusters Score -1.066169e+08 nChanged 35221
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 46636 members 
Mstep: Class 3 contains 43904 members 
Mstep: Class 4 contains 42015 members 
Mstep: Class 5 contains 45706 members 
Mstep: Class 6 contains 40748 members 
Mstep: Class 7 contains 17118 members 
Mstep: Class 8 contains 51661 members 
Mstep: Class 9 contains 42075 members 
Mstep: Class 10 contains 32891 members 
Mstep: Class 11 contains 8525 members 
Mstep: Class 12 contains 53040 members 
Mstep: Class 13 contains 21740 members 
Mstep: Class 14 contains 1371 members 
Mstep: Class 15 contains 30553 members 
Mstep: Class 16 contains 38846 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 42441 members 
Mstep: Class 20 contains 841 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 657 members 
Mstep: Class 23 contains 459 members 
Mstep: Class 24 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106629256.000000 Penalty: 79037.695312
Iteration 41F: 25 clusters Score -1.066293e+08 nChanged 23259
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 43331 members 
Mstep: Class 3 contains 44414 members 
Mstep: Class 4 contains 43538 members 
Mstep: Class 5 contains 47259 members 
Mstep: Class 6 contains 41982 members 
Mstep: Class 7 contains 17185 members 
Mstep: Class 8 contains 46912 members 
Mstep: Class 9 contains 41735 members 
Mstep: Class 10 contains 34419 members 
Mstep: Class 11 contains 8464 members 
Mstep: Class 12 contains 53615 members 
Mstep: Class 13 contains 23461 members 
Mstep: Class 14 contains 1364 members 
Mstep: Class 15 contains 30102 members 
Mstep: Class 16 contains 38567 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 20293 members 
Mstep: Class 19 contains 42347 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 658 members 
Mstep: Class 23 contains 461 members 
Mstep: Class 24 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106635744.000000 Penalty: 79037.695312
Iteration 42Q: 25 clusters Score -1.066357e+08 nChanged 20231
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 41780 members 
Mstep: Class 3 contains 44180 members 
Mstep: Class 4 contains 45165 members 
Mstep: Class 5 contains 48001 members 
Mstep: Class 6 contains 43836 members 
Mstep: Class 7 contains 17200 members 
Mstep: Class 8 contains 43610 members 
Mstep: Class 9 contains 41241 members 
Mstep: Class 10 contains 35641 members 
Mstep: Class 11 contains 8367 members 
Mstep: Class 12 contains 53091 members 
Mstep: Class 13 contains 24733 members 
Mstep: Class 14 contains 1357 members 
Mstep: Class 15 contains 29828 members 
Mstep: Class 16 contains 38143 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 20478 members 
Mstep: Class 19 contains 42330 members 
Mstep: Class 20 contains 846 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 468 members 
Mstep: Class 24 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106639640.000000 Penalty: 79037.695312
Iteration 43Q: 25 clusters Score -1.066396e+08 nChanged 19005
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 41074 members 
Mstep: Class 3 contains 43695 members 
Mstep: Class 4 contains 46845 members 
Mstep: Class 5 contains 47821 members 
Mstep: Class 6 contains 46034 members 
Mstep: Class 7 contains 17087 members 
Mstep: Class 8 contains 41684 members 
Mstep: Class 9 contains 40718 members 
Mstep: Class 10 contains 36394 members 
Mstep: Class 11 contains 8298 members 
Mstep: Class 12 contains 52050 members 
Mstep: Class 13 contains 25609 members 
Mstep: Class 14 contains 1353 members 
Mstep: Class 15 contains 29602 members 
Mstep: Class 16 contains 37834 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 20534 members 
Mstep: Class 19 contains 42340 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 240 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 479 members 
Mstep: Class 24 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106641872.000000 Penalty: 79037.695312
Iteration 44Q: 25 clusters Score -1.066419e+08 nChanged 17532
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 40710 members 
Mstep: Class 3 contains 43255 members 
Mstep: Class 4 contains 48307 members 
Mstep: Class 5 contains 47292 members 
Mstep: Class 6 contains 47792 members 
Mstep: Class 7 contains 17036 members 
Mstep: Class 8 contains 40504 members 
Mstep: Class 9 contains 40204 members 
Mstep: Class 10 contains 36887 members 
Mstep: Class 11 contains 8273 members 
Mstep: Class 12 contains 50951 members 
Mstep: Class 13 contains 26425 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 29419 members 
Mstep: Class 16 contains 37722 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 20482 members 
Mstep: Class 19 contains 42362 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 238 members 
Mstep: Class 22 contains 665 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106643368.000000 Penalty: 79037.695312
Iteration 45Q: 25 clusters Score -1.066434e+08 nChanged 16310
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 40522 members 
Mstep: Class 3 contains 43070 members 
Mstep: Class 4 contains 49437 members 
Mstep: Class 5 contains 46444 members 
Mstep: Class 6 contains 49014 members 
Mstep: Class 7 contains 17086 members 
Mstep: Class 8 contains 39609 members 
Mstep: Class 9 contains 39748 members 
Mstep: Class 10 contains 37270 members 
Mstep: Class 11 contains 8273 members 
Mstep: Class 12 contains 49971 members 
Mstep: Class 13 contains 27305 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 29290 members 
Mstep: Class 16 contains 37814 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 20379 members 
Mstep: Class 19 contains 42389 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 239 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 486 members 
Mstep: Class 24 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106644384.000000 Penalty: 79037.695312
Iteration 46Q: 25 clusters Score -1.066444e+08 nChanged 14897
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 40402 members 
Mstep: Class 3 contains 43101 members 
Mstep: Class 4 contains 50136 members 
Mstep: Class 5 contains 45558 members 
Mstep: Class 6 contains 49373 members 
Mstep: Class 7 contains 17135 members 
Mstep: Class 8 contains 38918 members 
Mstep: Class 9 contains 39447 members 
Mstep: Class 10 contains 37722 members 
Mstep: Class 11 contains 8329 members 
Mstep: Class 12 contains 49271 members 
Mstep: Class 13 contains 28317 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 29155 members 
Mstep: Class 16 contains 38026 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 20300 members 
Mstep: Class 19 contains 42428 members 
Mstep: Class 20 contains 851 members 
Mstep: Class 21 contains 240 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106646112.000000 Penalty: 79037.695312
Iteration 47Q: 25 clusters Score -1.066461e+08 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 40276 members 
Mstep: Class 3 contains 43273 members 
Mstep: Class 4 contains 50470 members 
Mstep: Class 5 contains 44997 members 
Mstep: Class 6 contains 48931 members 
Mstep: Class 7 contains 17184 members 
Mstep: Class 8 contains 38345 members 
Mstep: Class 9 contains 39197 members 
Mstep: Class 10 contains 38173 members 
Mstep: Class 11 contains 8376 members 
Mstep: Class 12 contains 48765 members 
Mstep: Class 13 contains 29383 members 
Mstep: Class 14 contains 1346 members 
Mstep: Class 15 contains 29075 members 
Mstep: Class 16 contains 38427 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 20250 members 
Mstep: Class 19 contains 42497 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 240 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 490 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106647432.000000 Penalty: 79037.695312
Iteration 48Q: 25 clusters Score -1.066474e+08 nChanged 11707
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 40205 members 
Mstep: Class 3 contains 43447 members 
Mstep: Class 4 contains 50515 members 
Mstep: Class 5 contains 44768 members 
Mstep: Class 6 contains 48035 members 
Mstep: Class 7 contains 17288 members 
Mstep: Class 8 contains 37838 members 
Mstep: Class 9 contains 39003 members 
Mstep: Class 10 contains 38612 members 
Mstep: Class 11 contains 8374 members 
Mstep: Class 12 contains 48324 members 
Mstep: Class 13 contains 30548 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 29030 members 
Mstep: Class 16 contains 38894 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 20193 members 
Mstep: Class 19 contains 42543 members 
Mstep: Class 20 contains 852 members 
Mstep: Class 21 contains 241 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106648504.000000 Penalty: 79037.695312
Iteration 49Q: 25 clusters Score -1.066485e+08 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 40156 members 
Mstep: Class 3 contains 43566 members 
Mstep: Class 4 contains 50359 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 46885 members 
Mstep: Class 7 contains 17379 members 
Mstep: Class 8 contains 37434 members 
Mstep: Class 9 contains 38834 members 
Mstep: Class 10 contains 39114 members 
Mstep: Class 11 contains 8350 members 
Mstep: Class 12 contains 48066 members 
Mstep: Class 13 contains 31662 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28982 members 
Mstep: Class 16 contains 39334 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 20140 members 
Mstep: Class 19 contains 42607 members 
Mstep: Class 20 contains 852 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106649608.000000 Penalty: 79037.695312
Iteration 50Q: 25 clusters Score -1.066496e+08 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 40130 members 
Mstep: Class 3 contains 43533 members 
Mstep: Class 4 contains 50087 members 
Mstep: Class 5 contains 44905 members 
Mstep: Class 6 contains 45693 members 
Mstep: Class 7 contains 17490 members 
Mstep: Class 8 contains 37087 members 
Mstep: Class 9 contains 38705 members 
Mstep: Class 10 contains 39725 members 
Mstep: Class 11 contains 8284 members 
Mstep: Class 12 contains 47779 members 
Mstep: Class 13 contains 32655 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28935 members 
Mstep: Class 16 contains 39859 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 20126 members 
Mstep: Class 19 contains 42627 members 
Mstep: Class 20 contains 852 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106650640.000000 Penalty: 79037.695312
Iteration 51Q: 25 clusters Score -1.066506e+08 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 40170 members 
Mstep: Class 3 contains 43407 members 
Mstep: Class 4 contains 49779 members 
Mstep: Class 5 contains 44911 members 
Mstep: Class 6 contains 44626 members 
Mstep: Class 7 contains 17608 members 
Mstep: Class 8 contains 36870 members 
Mstep: Class 9 contains 38630 members 
Mstep: Class 10 contains 40385 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 47562 members 
Mstep: Class 13 contains 33484 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28880 members 
Mstep: Class 16 contains 40367 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 20073 members 
Mstep: Class 19 contains 42624 members 
Mstep: Class 20 contains 854 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 490 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106651968.000000 Penalty: 79037.695312
Iteration 52Q: 25 clusters Score -1.06652e+08 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 40191 members 
Mstep: Class 3 contains 43312 members 
Mstep: Class 4 contains 49430 members 
Mstep: Class 5 contains 44866 members 
Mstep: Class 6 contains 43645 members 
Mstep: Class 7 contains 17718 members 
Mstep: Class 8 contains 36632 members 
Mstep: Class 9 contains 38580 members 
Mstep: Class 10 contains 41063 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 47395 members 
Mstep: Class 13 contains 34267 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28842 members 
Mstep: Class 16 contains 40847 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 19996 members 
Mstep: Class 19 contains 42654 members 
Mstep: Class 20 contains 852 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 490 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106652720.000000 Penalty: 79037.695312
Iteration 53Q: 25 clusters Score -1.066527e+08 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 40165 members 
Mstep: Class 3 contains 43181 members 
Mstep: Class 4 contains 49048 members 
Mstep: Class 5 contains 44867 members 
Mstep: Class 6 contains 42743 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 36475 members 
Mstep: Class 9 contains 38524 members 
Mstep: Class 10 contains 41776 members 
Mstep: Class 11 contains 8118 members 
Mstep: Class 12 contains 47313 members 
Mstep: Class 13 contains 34974 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28778 members 
Mstep: Class 16 contains 41245 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 19942 members 
Mstep: Class 19 contains 42641 members 
Mstep: Class 20 contains 852 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 490 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106654160.000000 Penalty: 79037.695312
Iteration 54Q: 25 clusters Score -1.066542e+08 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 40141 members 
Mstep: Class 3 contains 43043 members 
Mstep: Class 4 contains 48636 members 
Mstep: Class 5 contains 44851 members 
Mstep: Class 6 contains 42019 members 
Mstep: Class 7 contains 17975 members 
Mstep: Class 8 contains 36346 members 
Mstep: Class 9 contains 38408 members 
Mstep: Class 10 contains 42473 members 
Mstep: Class 11 contains 8050 members 
Mstep: Class 12 contains 47309 members 
Mstep: Class 13 contains 35569 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28729 members 
Mstep: Class 16 contains 41522 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 19927 members 
Mstep: Class 19 contains 42628 members 
Mstep: Class 20 contains 851 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 490 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106654560.000000 Penalty: 79037.695312
Iteration 55Q: 25 clusters Score -1.066546e+08 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 40148 members 
Mstep: Class 3 contains 42880 members 
Mstep: Class 4 contains 48239 members 
Mstep: Class 5 contains 44743 members 
Mstep: Class 6 contains 41358 members 
Mstep: Class 7 contains 18167 members 
Mstep: Class 8 contains 36241 members 
Mstep: Class 9 contains 38292 members 
Mstep: Class 10 contains 43185 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 47301 members 
Mstep: Class 13 contains 36082 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28678 members 
Mstep: Class 16 contains 41763 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 19909 members 
Mstep: Class 19 contains 42671 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 490 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106654360.000000 Penalty: 79037.695312
Iteration 56Q: 25 clusters Score -1.066544e+08 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 40134 members 
Mstep: Class 3 contains 42720 members 
Mstep: Class 4 contains 47883 members 
Mstep: Class 5 contains 44679 members 
Mstep: Class 6 contains 40796 members 
Mstep: Class 7 contains 18343 members 
Mstep: Class 8 contains 36177 members 
Mstep: Class 9 contains 38181 members 
Mstep: Class 10 contains 43855 members 
Mstep: Class 11 contains 7891 members 
Mstep: Class 12 contains 47296 members 
Mstep: Class 13 contains 36581 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28635 members 
Mstep: Class 16 contains 41800 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 19949 members 
Mstep: Class 19 contains 42712 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 490 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106654280.000000 Penalty: 79037.695312
Iteration 57Q: 25 clusters Score -1.066543e+08 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 40165 members 
Mstep: Class 3 contains 42567 members 
Mstep: Class 4 contains 47528 members 
Mstep: Class 5 contains 44586 members 
Mstep: Class 6 contains 40328 members 
Mstep: Class 7 contains 18516 members 
Mstep: Class 8 contains 36097 members 
Mstep: Class 9 contains 38078 members 
Mstep: Class 10 contains 44497 members 
Mstep: Class 11 contains 7829 members 
Mstep: Class 12 contains 47187 members 
Mstep: Class 13 contains 37118 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28583 members 
Mstep: Class 16 contains 41789 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 20007 members 
Mstep: Class 19 contains 42759 members 
Mstep: Class 20 contains 847 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 490 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106654736.000000 Penalty: 79037.695312
Iteration 58Q: 25 clusters Score -1.066547e+08 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 40178 members 
Mstep: Class 3 contains 42462 members 
Mstep: Class 4 contains 47182 members 
Mstep: Class 5 contains 44485 members 
Mstep: Class 6 contains 39873 members 
Mstep: Class 7 contains 18640 members 
Mstep: Class 8 contains 36048 members 
Mstep: Class 9 contains 37967 members 
Mstep: Class 10 contains 45116 members 
Mstep: Class 11 contains 7778 members 
Mstep: Class 12 contains 47129 members 
Mstep: Class 13 contains 37535 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28556 members 
Mstep: Class 16 contains 41770 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 20101 members 
Mstep: Class 19 contains 42815 members 
Mstep: Class 20 contains 847 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 490 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106654744.000000 Penalty: 79037.695312
Iteration 59Q: 25 clusters Score -1.066547e+08 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 40168 members 
Mstep: Class 3 contains 42399 members 
Mstep: Class 4 contains 46885 members 
Mstep: Class 5 contains 44396 members 
Mstep: Class 6 contains 39459 members 
Mstep: Class 7 contains 18758 members 
Mstep: Class 8 contains 36069 members 
Mstep: Class 9 contains 37821 members 
Mstep: Class 10 contains 45571 members 
Mstep: Class 11 contains 7730 members 
Mstep: Class 12 contains 47047 members 
Mstep: Class 13 contains 37912 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28525 members 
Mstep: Class 16 contains 41843 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 20196 members 
Mstep: Class 19 contains 42856 members 
Mstep: Class 20 contains 847 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 490 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106656224.000000 Penalty: 79037.695312
Iteration 60F: 25 clusters Score -1.066562e+08 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 40014 members 
Mstep: Class 3 contains 42268 members 
Mstep: Class 4 contains 46613 members 
Mstep: Class 5 contains 44375 members 
Mstep: Class 6 contains 38990 members 
Mstep: Class 7 contains 18941 members 
Mstep: Class 8 contains 35950 members 
Mstep: Class 9 contains 37663 members 
Mstep: Class 10 contains 45936 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 12 contains 46182 members 
Mstep: Class 13 contains 39641 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 28474 members 
Mstep: Class 16 contains 41822 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 20246 members 
Mstep: Class 19 contains 42848 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 489 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106657424.000000 Penalty: 79037.695312
Iteration 61Q: 25 clusters Score -1.066574e+08 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 39872 members 
Mstep: Class 3 contains 42071 members 
Mstep: Class 4 contains 46413 members 
Mstep: Class 5 contains 44278 members 
Mstep: Class 6 contains 38512 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 35904 members 
Mstep: Class 9 contains 37556 members 
Mstep: Class 10 contains 46180 members 
Mstep: Class 11 contains 7609 members 
Mstep: Class 12 contains 45495 members 
Mstep: Class 13 contains 41310 members 
Mstep: Class 14 contains 1346 members 
Mstep: Class 15 contains 28420 members 
Mstep: Class 16 contains 41803 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 20290 members 
Mstep: Class 19 contains 42846 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106658064.000000 Penalty: 79037.695312
Iteration 62Q: 25 clusters Score -1.066581e+08 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 39704 members 
Mstep: Class 3 contains 41879 members 
Mstep: Class 4 contains 46210 members 
Mstep: Class 5 contains 44081 members 
Mstep: Class 6 contains 38077 members 
Mstep: Class 7 contains 19201 members 
Mstep: Class 8 contains 35876 members 
Mstep: Class 9 contains 37534 members 
Mstep: Class 10 contains 46499 members 
Mstep: Class 11 contains 7552 members 
Mstep: Class 12 contains 44900 members 
Mstep: Class 13 contains 42925 members 
Mstep: Class 14 contains 1346 members 
Mstep: Class 15 contains 28389 members 
Mstep: Class 16 contains 41607 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 20354 members 
Mstep: Class 19 contains 42845 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 489 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106658616.000000 Penalty: 79037.695312
Iteration 63Q: 25 clusters Score -1.066586e+08 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 39524 members 
Mstep: Class 3 contains 41735 members 
Mstep: Class 4 contains 46056 members 
Mstep: Class 5 contains 43785 members 
Mstep: Class 6 contains 37687 members 
Mstep: Class 7 contains 19359 members 
Mstep: Class 8 contains 36117 members 
Mstep: Class 9 contains 37541 members 
Mstep: Class 10 contains 46790 members 
Mstep: Class 11 contains 7511 members 
Mstep: Class 12 contains 44506 members 
Mstep: Class 13 contains 44203 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 28333 members 
Mstep: Class 16 contains 41197 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 20465 members 
Mstep: Class 19 contains 42825 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106658680.000000 Penalty: 79037.695312
Iteration 64Q: 25 clusters Score -1.066587e+08 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 39283 members 
Mstep: Class 3 contains 41551 members 
Mstep: Class 4 contains 45950 members 
Mstep: Class 5 contains 43497 members 
Mstep: Class 6 contains 37191 members 
Mstep: Class 7 contains 19526 members 
Mstep: Class 8 contains 36548 members 
Mstep: Class 9 contains 37581 members 
Mstep: Class 10 contains 47104 members 
Mstep: Class 11 contains 7468 members 
Mstep: Class 12 contains 44297 members 
Mstep: Class 13 contains 45177 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 28312 members 
Mstep: Class 16 contains 40782 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 20558 members 
Mstep: Class 19 contains 42812 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659440.000000 Penalty: 79037.695312
Iteration 65Q: 25 clusters Score -1.066594e+08 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 38999 members 
Mstep: Class 3 contains 41346 members 
Mstep: Class 4 contains 45868 members 
Mstep: Class 5 contains 43233 members 
Mstep: Class 6 contains 36706 members 
Mstep: Class 7 contains 19706 members 
Mstep: Class 8 contains 37106 members 
Mstep: Class 9 contains 37695 members 
Mstep: Class 10 contains 47320 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 44350 members 
Mstep: Class 13 contains 45760 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 28289 members 
Mstep: Class 16 contains 40293 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 20665 members 
Mstep: Class 19 contains 42858 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659448.000000 Penalty: 79037.695312
Iteration 66Q: 25 clusters Score -1.066594e+08 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 38668 members 
Mstep: Class 3 contains 41152 members 
Mstep: Class 4 contains 45762 members 
Mstep: Class 5 contains 43162 members 
Mstep: Class 6 contains 36215 members 
Mstep: Class 7 contains 19902 members 
Mstep: Class 8 contains 37874 members 
Mstep: Class 9 contains 37904 members 
Mstep: Class 10 contains 47417 members 
Mstep: Class 11 contains 7414 members 
Mstep: Class 12 contains 44454 members 
Mstep: Class 13 contains 45942 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 28278 members 
Mstep: Class 16 contains 39813 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 20833 members 
Mstep: Class 19 contains 42846 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659936.000000 Penalty: 79037.695312
Iteration 67Q: 25 clusters Score -1.066599e+08 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 38365 members 
Mstep: Class 3 contains 40943 members 
Mstep: Class 4 contains 45697 members 
Mstep: Class 5 contains 43157 members 
Mstep: Class 6 contains 35740 members 
Mstep: Class 7 contains 20082 members 
Mstep: Class 8 contains 38688 members 
Mstep: Class 9 contains 38204 members 
Mstep: Class 10 contains 47368 members 
Mstep: Class 11 contains 7382 members 
Mstep: Class 12 contains 44620 members 
Mstep: Class 13 contains 45912 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 28249 members 
Mstep: Class 16 contains 39404 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 42805 members 
Mstep: Class 20 contains 847 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659792.000000 Penalty: 79037.695312
Iteration 68Q: 25 clusters Score -1.066598e+08 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 38040 members 
Mstep: Class 3 contains 40753 members 
Mstep: Class 4 contains 45673 members 
Mstep: Class 5 contains 43222 members 
Mstep: Class 6 contains 35261 members 
Mstep: Class 7 contains 20232 members 
Mstep: Class 8 contains 39502 members 
Mstep: Class 9 contains 38491 members 
Mstep: Class 10 contains 47316 members 
Mstep: Class 11 contains 7373 members 
Mstep: Class 12 contains 44781 members 
Mstep: Class 13 contains 45805 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 28204 members 
Mstep: Class 16 contains 39003 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 21214 members 
Mstep: Class 19 contains 42764 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106659976.000000 Penalty: 79037.695312
Iteration 69Q: 25 clusters Score -1.0666e+08 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 37679 members 
Mstep: Class 3 contains 40663 members 
Mstep: Class 4 contains 45649 members 
Mstep: Class 5 contains 43245 members 
Mstep: Class 6 contains 34856 members 
Mstep: Class 7 contains 20344 members 
Mstep: Class 8 contains 40395 members 
Mstep: Class 9 contains 38782 members 
Mstep: Class 10 contains 47232 members 
Mstep: Class 11 contains 7354 members 
Mstep: Class 12 contains 44797 members 
Mstep: Class 13 contains 45757 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 28176 members 
Mstep: Class 16 contains 38605 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 21368 members 
Mstep: Class 19 contains 42733 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660112.000000 Penalty: 79037.695312
Iteration 70Q: 25 clusters Score -1.066601e+08 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 37410 members 
Mstep: Class 3 contains 40500 members 
Mstep: Class 4 contains 45584 members 
Mstep: Class 5 contains 43321 members 
Mstep: Class 6 contains 34494 members 
Mstep: Class 7 contains 20463 members 
Mstep: Class 8 contains 41334 members 
Mstep: Class 9 contains 39118 members 
Mstep: Class 10 contains 47035 members 
Mstep: Class 11 contains 7343 members 
Mstep: Class 12 contains 44779 members 
Mstep: Class 13 contains 45631 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 28129 members 
Mstep: Class 16 contains 38249 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 21533 members 
Mstep: Class 19 contains 42712 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660376.000000 Penalty: 79037.695312
Iteration 71Q: 25 clusters Score -1.066604e+08 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 37079 members 
Mstep: Class 3 contains 40371 members 
Mstep: Class 4 contains 45530 members 
Mstep: Class 5 contains 43326 members 
Mstep: Class 6 contains 34163 members 
Mstep: Class 7 contains 20594 members 
Mstep: Class 8 contains 42175 members 
Mstep: Class 9 contains 39455 members 
Mstep: Class 10 contains 46940 members 
Mstep: Class 11 contains 7334 members 
Mstep: Class 12 contains 44791 members 
Mstep: Class 13 contains 45522 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 28072 members 
Mstep: Class 16 contains 37931 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 21698 members 
Mstep: Class 19 contains 42653 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660328.000000 Penalty: 79037.695312
Iteration 72Q: 25 clusters Score -1.066603e+08 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 36735 members 
Mstep: Class 3 contains 40278 members 
Mstep: Class 4 contains 45496 members 
Mstep: Class 5 contains 43312 members 
Mstep: Class 6 contains 33862 members 
Mstep: Class 7 contains 20713 members 
Mstep: Class 8 contains 42971 members 
Mstep: Class 9 contains 39833 members 
Mstep: Class 10 contains 46963 members 
Mstep: Class 11 contains 7320 members 
Mstep: Class 12 contains 44766 members 
Mstep: Class 13 contains 45302 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 28036 members 
Mstep: Class 16 contains 37589 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 21890 members 
Mstep: Class 19 contains 42569 members 
Mstep: Class 20 contains 851 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660664.000000 Penalty: 79037.695312
Iteration 73Q: 25 clusters Score -1.066607e+08 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36401 members 
Mstep: Class 3 contains 40240 members 
Mstep: Class 4 contains 45424 members 
Mstep: Class 5 contains 43220 members 
Mstep: Class 6 contains 33569 members 
Mstep: Class 7 contains 20873 members 
Mstep: Class 8 contains 43633 members 
Mstep: Class 9 contains 40201 members 
Mstep: Class 10 contains 47059 members 
Mstep: Class 11 contains 7320 members 
Mstep: Class 12 contains 44734 members 
Mstep: Class 13 contains 45031 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 27983 members 
Mstep: Class 16 contains 37306 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 22137 members 
Mstep: Class 19 contains 42505 members 
Mstep: Class 20 contains 852 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660976.000000 Penalty: 79037.695312
Iteration 74Q: 25 clusters Score -1.06661e+08 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 36052 members 
Mstep: Class 3 contains 40172 members 
Mstep: Class 4 contains 45364 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 33248 members 
Mstep: Class 7 contains 21021 members 
Mstep: Class 8 contains 44148 members 
Mstep: Class 9 contains 40600 members 
Mstep: Class 10 contains 47118 members 
Mstep: Class 11 contains 7312 members 
Mstep: Class 12 contains 44737 members 
Mstep: Class 13 contains 44811 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 27926 members 
Mstep: Class 16 contains 37051 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 22424 members 
Mstep: Class 19 contains 42443 members 
Mstep: Class 20 contains 851 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661176.000000 Penalty: 79037.695312
Iteration 75Q: 25 clusters Score -1.066612e+08 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 35690 members 
Mstep: Class 3 contains 40157 members 
Mstep: Class 4 contains 45290 members 
Mstep: Class 5 contains 43108 members 
Mstep: Class 6 contains 32951 members 
Mstep: Class 7 contains 21134 members 
Mstep: Class 8 contains 44420 members 
Mstep: Class 9 contains 41036 members 
Mstep: Class 10 contains 47283 members 
Mstep: Class 11 contains 7308 members 
Mstep: Class 12 contains 44766 members 
Mstep: Class 13 contains 44667 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 27876 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 22721 members 
Mstep: Class 19 contains 42406 members 
Mstep: Class 20 contains 850 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660776.000000 Penalty: 79037.695312
Iteration 76Q: 25 clusters Score -1.066608e+08 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 35339 members 
Mstep: Class 3 contains 40112 members 
Mstep: Class 4 contains 45239 members 
Mstep: Class 5 contains 43028 members 
Mstep: Class 6 contains 32628 members 
Mstep: Class 7 contains 21287 members 
Mstep: Class 8 contains 44597 members 
Mstep: Class 9 contains 41465 members 
Mstep: Class 10 contains 47402 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 44807 members 
Mstep: Class 13 contains 44547 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 27828 members 
Mstep: Class 16 contains 36636 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 23049 members 
Mstep: Class 19 contains 42380 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660064.000000 Penalty: 79037.695312
Iteration 77Q: 25 clusters Score -1.066601e+08 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 35038 members 
Mstep: Class 3 contains 40066 members 
Mstep: Class 4 contains 45185 members 
Mstep: Class 5 contains 43041 members 
Mstep: Class 6 contains 32314 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 44605 members 
Mstep: Class 9 contains 41775 members 
Mstep: Class 10 contains 47536 members 
Mstep: Class 11 contains 7273 members 
Mstep: Class 12 contains 44756 members 
Mstep: Class 13 contains 44509 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 27804 members 
Mstep: Class 16 contains 36494 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 23374 members 
Mstep: Class 19 contains 42327 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660008.000000 Penalty: 79037.695312
Iteration 78Q: 25 clusters Score -1.0666e+08 nChanged 5545
Entering ConstructFrom: 
Score: -106660008.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -412653.843750 Penalty: 1931.167725
	Iteration 0F: 2 clusters Score -412653.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -409759.812500 Penalty: 3862.335449
	Iteration 0F: 3 clusters Score -409759.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -410362.468750 Penalty: 3862.335449
	Iteration 1F: 3 clusters Score -410362.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -410650.062500 Penalty: 3862.335449
	Iteration 2F: 3 clusters Score -410650.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -410869.375000 Penalty: 3862.335449
	Iteration 3F: 3 clusters Score -410869.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -411028.187500 Penalty: 3862.335449
	Iteration 4F: 3 clusters Score -411028.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -411199.875000 Penalty: 3862.335449
	Iteration 5F: 3 clusters Score -411199.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -411329.343750 Penalty: 3862.335449
	Iteration 6Q: 3 clusters Score -411329.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -411451.250000 Penalty: 3862.335449
	Iteration 7Q: 3 clusters Score -411451.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -411553.437500 Penalty: 3862.335449
	Iteration 8Q: 3 clusters Score -411553.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -411629.375000 Penalty: 3862.335449
	Iteration 9Q: 3 clusters Score -411629.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -411694.250000 Penalty: 3862.335449
	Iteration 10Q: 3 clusters Score -411694.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -411744.468750 Penalty: 3862.335449
	Iteration 11Q: 3 clusters Score -411744.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -411787.312500 Penalty: 3862.335449
	Iteration 12Q: 3 clusters Score -411787.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -411829.687500 Penalty: 3862.335449
	Iteration 13Q: 3 clusters Score -411829.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -411856.406250 Penalty: 3862.335449
	Iteration 14Q: 3 clusters Score -411856.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -411863.375000 Penalty: 3862.335449
	Iteration 15Q: 3 clusters Score -411863.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -411869.906250 Penalty: 3862.335449
	Iteration 16Q: 3 clusters Score -411869.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -411873.437500 Penalty: 3862.335449
	Iteration 17Q: 3 clusters Score -411873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -411875.218750 Penalty: 3862.335449
	Iteration 18Q: 3 clusters Score -411875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -411876.375000 Penalty: 3862.335449
	Iteration 19Q: 3 clusters Score -411876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -411877.406250 Penalty: 3862.335449
	Iteration 20F: 3 clusters Score -411877.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -411877.218750 Penalty: 3862.335449
	Iteration 21Q: 3 clusters Score -411877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -411878.031250 Penalty: 3862.335449
	Iteration 22Q: 3 clusters Score -411878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -411878.531250 Penalty: 3862.335449
	Iteration 23Q: 3 clusters Score -411878.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -411878.531250 Penalty: 3862.335449
	Iteration 24F: 3 clusters Score -411878.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Entering Unmasked Estep 
Score: -6401640.000000 Penalty: 2592.936279
	Iteration 0F: 2 clusters Score -6401640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -6378082.000000 Penalty: 5185.872559
	Iteration 0F: 3 clusters Score -6378082 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -6386718.000000 Penalty: 5185.872559
	Iteration 1F: 3 clusters Score -6386718 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -6387399.500000 Penalty: 5185.872559
	Iteration 2Q: 3 clusters Score -6387400 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -6388108.500000 Penalty: 5185.872559
	Iteration 3Q: 3 clusters Score -6388108 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -6389021.500000 Penalty: 5185.872559
	Iteration 4F: 3 clusters Score -6389022 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -6390087.500000 Penalty: 5185.872559
	Iteration 5F: 3 clusters Score -6390088 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -6391485.000000 Penalty: 5185.872559
	Iteration 6F: 3 clusters Score -6391485 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -6393122.500000 Penalty: 5185.872559
	Iteration 7F: 3 clusters Score -6393122 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -6394615.000000 Penalty: 5185.872559
	Iteration 8F: 3 clusters Score -6394615 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -6395496.000000 Penalty: 5185.872559
	Iteration 9F: 3 clusters Score -6395496 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -6395895.000000 Penalty: 5185.872559
	Iteration 10Q: 3 clusters Score -6395895 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -6396027.000000 Penalty: 5185.872559
	Iteration 11Q: 3 clusters Score -6396027 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -6396117.500000 Penalty: 5185.872559
	Iteration 12Q: 3 clusters Score -6396118 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -6396188.500000 Penalty: 5185.872559
	Iteration 13Q: 3 clusters Score -6396188 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -6396253.000000 Penalty: 5185.872559
	Iteration 14Q: 3 clusters Score -6396253 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -6396273.500000 Penalty: 5185.872559
	Iteration 15Q: 3 clusters Score -6396274 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -6396332.000000 Penalty: 5185.872559
	Iteration 16Q: 3 clusters Score -6396332 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -6396338.000000 Penalty: 5185.872559
	Iteration 17Q: 3 clusters Score -6396338 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -6396397.000000 Penalty: 5185.872559
	Iteration 18Q: 3 clusters Score -6396397 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -6396439.000000 Penalty: 5185.872559
	Iteration 19Q: 3 clusters Score -6396439 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -6396503.500000 Penalty: 5185.872559
	Iteration 20F: 3 clusters Score -6396504 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -6396534.500000 Penalty: 5185.872559
	Iteration 21Q: 3 clusters Score -6396534 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -6396587.000000 Penalty: 5185.872559
	Iteration 22Q: 3 clusters Score -6396587 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -6396611.500000 Penalty: 5185.872559
	Iteration 23Q: 3 clusters Score -6396612 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -6396610.500000 Penalty: 5185.872559
	Iteration 24Q: 3 clusters Score -6396610 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -6396642.500000 Penalty: 5185.872559
	Iteration 25Q: 3 clusters Score -6396642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -6396660.500000 Penalty: 5185.872559
	Iteration 26Q: 3 clusters Score -6396660 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -6396695.000000 Penalty: 5185.872559
	Iteration 27Q: 3 clusters Score -6396695 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -6396703.000000 Penalty: 5185.872559
	Iteration 28Q: 3 clusters Score -6396703 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -6396735.500000 Penalty: 5185.872559
	Iteration 29Q: 3 clusters Score -6396736 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -6396730.000000 Penalty: 5185.872559
	Iteration 30Q: 3 clusters Score -6396730 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -6396767.500000 Penalty: 5185.872559
	Iteration 31Q: 3 clusters Score -6396768 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -6396781.500000 Penalty: 5185.872559
	Iteration 32Q: 3 clusters Score -6396782 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -6396820.000000 Penalty: 5185.872559
	Iteration 33Q: 3 clusters Score -6396820 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -6396852.500000 Penalty: 5185.872559
	Iteration 34Q: 3 clusters Score -6396852 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -6396874.500000 Penalty: 5185.872559
	Iteration 35Q: 3 clusters Score -6396874 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -6396890.500000 Penalty: 5185.872559
	Iteration 36Q: 3 clusters Score -6396890 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -6396920.000000 Penalty: 5185.872559
	Iteration 37Q: 3 clusters Score -6396920 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -6396943.500000 Penalty: 5185.872559
	Iteration 38Q: 3 clusters Score -6396944 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -6396955.500000 Penalty: 5185.872559
	Iteration 39Q: 3 clusters Score -6396956 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -6397005.500000 Penalty: 5185.872559
	Iteration 40F: 3 clusters Score -6397006 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -6397043.500000 Penalty: 5185.872559
	Iteration 41Q: 3 clusters Score -6397044 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -6397104.500000 Penalty: 5185.872559
	Iteration 42Q: 3 clusters Score -6397104 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -6397165.500000 Penalty: 5185.872559
	Iteration 43Q: 3 clusters Score -6397166 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -6397209.500000 Penalty: 5185.872559
	Iteration 44Q: 3 clusters Score -6397210 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -6397296.500000 Penalty: 5185.872559
	Iteration 45Q: 3 clusters Score -6397296 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -6397353.000000 Penalty: 5185.872559
	Iteration 46Q: 3 clusters Score -6397353 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -6397409.000000 Penalty: 5185.872559
	Iteration 47Q: 3 clusters Score -6397409 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -6397471.000000 Penalty: 5185.872559
	Iteration 48Q: 3 clusters Score -6397471 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -6397542.500000 Penalty: 5185.872559
	Iteration 49Q: 3 clusters Score -6397542 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -6397589.500000 Penalty: 5185.872559
	Iteration 50Q: 3 clusters Score -6397590 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -6397668.500000 Penalty: 5185.872559
	Iteration 51Q: 3 clusters Score -6397668 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -6397745.500000 Penalty: 5185.872559
	Iteration 52Q: 3 clusters Score -6397746 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -6397826.000000 Penalty: 5185.872559
	Iteration 53Q: 3 clusters Score -6397826 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -6397907.500000 Penalty: 5185.872559
	Iteration 54Q: 3 clusters Score -6397908 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -6397978.500000 Penalty: 5185.872559
	Iteration 55Q: 3 clusters Score -6397978 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -6398046.000000 Penalty: 5185.872559
	Iteration 56Q: 3 clusters Score -6398046 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -6398120.000000 Penalty: 5185.872559
	Iteration 57Q: 3 clusters Score -6398120 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -6398226.000000 Penalty: 5185.872559
	Iteration 58Q: 3 clusters Score -6398226 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -6398291.500000 Penalty: 5185.872559
	Iteration 59Q: 3 clusters Score -6398292 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -6398365.000000 Penalty: 5185.872559
	Iteration 60F: 3 clusters Score -6398365 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -6398444.000000 Penalty: 5185.872559
	Iteration 61Q: 3 clusters Score -6398444 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -6398546.500000 Penalty: 5185.872559
	Iteration 62Q: 3 clusters Score -6398546 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -6398611.500000 Penalty: 5185.872559
	Iteration 63Q: 3 clusters Score -6398612 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6398685.500000 Penalty: 5185.872559
	Iteration 64Q: 3 clusters Score -6398686 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6398737.000000 Penalty: 5185.872559
	Iteration 65Q: 3 clusters Score -6398737 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -6398798.500000 Penalty: 5185.872559
	Iteration 66Q: 3 clusters Score -6398798 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6398841.000000 Penalty: 5185.872559
	Iteration 67Q: 3 clusters Score -6398841 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -6398890.500000 Penalty: 5185.872559
	Iteration 68Q: 3 clusters Score -6398890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6398931.000000 Penalty: 5185.872559
	Iteration 69Q: 3 clusters Score -6398931 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -6398962.000000 Penalty: 5185.872559
	Iteration 70Q: 3 clusters Score -6398962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6398981.500000 Penalty: 5185.872559
	Iteration 71Q: 3 clusters Score -6398982 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -6398976.000000 Penalty: 5185.872559
	Iteration 72Q: 3 clusters Score -6398976 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6399014.500000 Penalty: 5185.872559
	Iteration 73Q: 3 clusters Score -6399014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6399036.500000 Penalty: 5185.872559
	Iteration 74Q: 3 clusters Score -6399036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6399067.500000 Penalty: 5185.872559
	Iteration 75Q: 3 clusters Score -6399068 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6399112.500000 Penalty: 5185.872559
	Iteration 76Q: 3 clusters Score -6399112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6399137.000000 Penalty: 5185.872559
	Iteration 77Q: 3 clusters Score -6399137 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6399163.000000 Penalty: 5185.872559
	Iteration 78Q: 3 clusters Score -6399163 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6399171.500000 Penalty: 5185.872559
	Iteration 79Q: 3 clusters Score -6399172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6399195.500000 Penalty: 5185.872559
	Iteration 80F: 3 clusters Score -6399196 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6399202.500000 Penalty: 5185.872559
	Iteration 81Q: 3 clusters Score -6399202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6399217.500000 Penalty: 5185.872559
	Iteration 82Q: 3 clusters Score -6399218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6399242.500000 Penalty: 5185.872559
	Iteration 83Q: 3 clusters Score -6399242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6399254.500000 Penalty: 5185.872559
	Iteration 84Q: 3 clusters Score -6399254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6399284.500000 Penalty: 5185.872559
	Iteration 85Q: 3 clusters Score -6399284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6399302.500000 Penalty: 5185.872559
	Iteration 86Q: 3 clusters Score -6399302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6399334.000000 Penalty: 5185.872559
	Iteration 87Q: 3 clusters Score -6399334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6399364.500000 Penalty: 5185.872559
	Iteration 88Q: 3 clusters Score -6399364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6399362.000000 Penalty: 5185.872559
	Iteration 89Q: 3 clusters Score -6399362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6399377.500000 Penalty: 5185.872559
	Iteration 90Q: 3 clusters Score -6399378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6399387.500000 Penalty: 5185.872559
	Iteration 91Q: 3 clusters Score -6399388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6399402.000000 Penalty: 5185.872559
	Iteration 92Q: 3 clusters Score -6399402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6399411.000000 Penalty: 5185.872559
	Iteration 93Q: 3 clusters Score -6399411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6399413.000000 Penalty: 5185.872559
	Iteration 94Q: 3 clusters Score -6399413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6399427.500000 Penalty: 5185.872559
	Iteration 95Q: 3 clusters Score -6399428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6399435.000000 Penalty: 5185.872559
	Iteration 96Q: 3 clusters Score -6399435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6399445.500000 Penalty: 5185.872559
	Iteration 97Q: 3 clusters Score -6399446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6399454.000000 Penalty: 5185.872559
	Iteration 98Q: 3 clusters Score -6399454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6399464.000000 Penalty: 5185.872559
	Iteration 99Q: 3 clusters Score -6399464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6399461.500000 Penalty: 5185.872559
	Iteration 100F: 3 clusters Score -6399462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6399459.500000 Penalty: 5185.872559
	Iteration 101Q: 3 clusters Score -6399460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6399457.500000 Penalty: 5185.872559
	Iteration 102Q: 3 clusters Score -6399458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6399462.500000 Penalty: 5185.872559
	Iteration 103Q: 3 clusters Score -6399462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6399466.500000 Penalty: 5185.872559
	Iteration 104Q: 3 clusters Score -6399466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6399464.500000 Penalty: 5185.872559
	Iteration 105Q: 3 clusters Score -6399464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6399466.000000 Penalty: 5185.872559
	Iteration 106Q: 3 clusters Score -6399466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6399471.500000 Penalty: 5185.872559
	Iteration 107Q: 3 clusters Score -6399472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6399462.000000 Penalty: 5185.872559
	Iteration 108Q: 3 clusters Score -6399462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6399461.000000 Penalty: 5185.872559
	Iteration 109Q: 3 clusters Score -6399461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6399469.500000 Penalty: 5185.872559
	Iteration 110Q: 3 clusters Score -6399470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6399461.500000 Penalty: 5185.872559
	Iteration 111Q: 3 clusters Score -6399462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6399454.000000 Penalty: 5185.872559
	Iteration 112Q: 3 clusters Score -6399454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6399451.000000 Penalty: 5185.872559
	Iteration 113Q: 3 clusters Score -6399451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6399462.500000 Penalty: 5185.872559
	Iteration 114Q: 3 clusters Score -6399462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6399462.500000 Penalty: 5185.872559
	Iteration 115Q: 3 clusters Score -6399462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6399466.000000 Penalty: 5185.872559
	Iteration 116Q: 3 clusters Score -6399466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6399466.500000 Penalty: 5185.872559
	Iteration 117Q: 3 clusters Score -6399466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6399464.000000 Penalty: 5185.872559
	Iteration 118Q: 3 clusters Score -6399464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6399465.500000 Penalty: 5185.872559
	Iteration 119Q: 3 clusters Score -6399466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6399467.000000 Penalty: 5185.872559
	Iteration 120F: 3 clusters Score -6399467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6399469.000000 Penalty: 5185.872559
	Iteration 121Q: 3 clusters Score -6399469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6399477.500000 Penalty: 5185.872559
	Iteration 122Q: 3 clusters Score -6399478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6399484.500000 Penalty: 5185.872559
	Iteration 123Q: 3 clusters Score -6399484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6399472.000000 Penalty: 5185.872559
	Iteration 124Q: 3 clusters Score -6399472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6399478.500000 Penalty: 5185.872559
	Iteration 125Q: 3 clusters Score -6399478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6399485.500000 Penalty: 5185.872559
	Iteration 126Q: 3 clusters Score -6399486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6399491.000000 Penalty: 5185.872559
	Iteration 127Q: 3 clusters Score -6399491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6399488.000000 Penalty: 5185.872559
	Iteration 128Q: 3 clusters Score -6399488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6399492.500000 Penalty: 5185.872559
	Iteration 129Q: 3 clusters Score -6399492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6399490.500000 Penalty: 5185.872559
	Iteration 130Q: 3 clusters Score -6399490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6399500.000000 Penalty: 5185.872559
	Iteration 131Q: 3 clusters Score -6399500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6399504.000000 Penalty: 5185.872559
	Iteration 132Q: 3 clusters Score -6399504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6399504.500000 Penalty: 5185.872559
	Iteration 133Q: 3 clusters Score -6399504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6399511.500000 Penalty: 5185.872559
	Iteration 134Q: 3 clusters Score -6399512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6399515.500000 Penalty: 5185.872559
	Iteration 135Q: 3 clusters Score -6399516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6399515.000000 Penalty: 5185.872559
	Iteration 136Q: 3 clusters Score -6399515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6399521.500000 Penalty: 5185.872559
	Iteration 137Q: 3 clusters Score -6399522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6399525.500000 Penalty: 5185.872559
	Iteration 138Q: 3 clusters Score -6399526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6399531.000000 Penalty: 5185.872559
	Iteration 139Q: 3 clusters Score -6399531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6399536.000000 Penalty: 5185.872559
	Iteration 140F: 3 clusters Score -6399536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6399532.000000 Penalty: 5185.872559
	Iteration 141Q: 3 clusters Score -6399532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6399528.500000 Penalty: 5185.872559
	Iteration 142Q: 3 clusters Score -6399528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6399530.000000 Penalty: 5185.872559
	Iteration 143Q: 3 clusters Score -6399530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6399530.000000 Penalty: 5185.872559
	Iteration 144F: 3 clusters Score -6399530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Entering Unmasked Estep 
Score: -7390209.500000 Penalty: 2627.934570
	Iteration 0F: 2 clusters Score -7390210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -7363566.500000 Penalty: 5255.869141
	Iteration 0F: 3 clusters Score -7363566 nChanged 18235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -7373406.500000 Penalty: 5255.869141
	Iteration 1F: 3 clusters Score -7373406 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -7373915.500000 Penalty: 5255.869141
	Iteration 2Q: 3 clusters Score -7373916 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -7374418.500000 Penalty: 5255.869141
	Iteration 3Q: 3 clusters Score -7374418 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -7374967.500000 Penalty: 5255.869141
	Iteration 4Q: 3 clusters Score -7374968 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -7375742.000000 Penalty: 5255.869141
	Iteration 5Q: 3 clusters Score -7375742 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -7377022.500000 Penalty: 5255.869141
	Iteration 6F: 3 clusters Score -7377022 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -7378896.500000 Penalty: 5255.869141
	Iteration 7F: 3 clusters Score -7378896 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -7381476.000000 Penalty: 5255.869141
	Iteration 8F: 3 clusters Score -7381476 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -7384083.000000 Penalty: 5255.869141
	Iteration 9F: 3 clusters Score -7384083 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7385979.000000 Penalty: 5255.869141
	Iteration 10F: 3 clusters Score -7385979 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7387047.500000 Penalty: 5255.869141
	Iteration 11Q: 3 clusters Score -7387048 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7387512.000000 Penalty: 5255.869141
	Iteration 12Q: 3 clusters Score -7387512 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7387687.000000 Penalty: 5255.869141
	Iteration 13Q: 3 clusters Score -7387687 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7387767.000000 Penalty: 5255.869141
	Iteration 14Q: 3 clusters Score -7387767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7387803.500000 Penalty: 5255.869141
	Iteration 15Q: 3 clusters Score -7387804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7387842.000000 Penalty: 5255.869141
	Iteration 16Q: 3 clusters Score -7387842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7387856.000000 Penalty: 5255.869141
	Iteration 17Q: 3 clusters Score -7387856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7387876.500000 Penalty: 5255.869141
	Iteration 18Q: 3 clusters Score -7387876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7387870.000000 Penalty: 5255.869141
	Iteration 19Q: 3 clusters Score -7387870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7387881.500000 Penalty: 5255.869141
	Iteration 20F: 3 clusters Score -7387882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7387881.000000 Penalty: 5255.869141
	Iteration 21Q: 3 clusters Score -7387881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7387881.500000 Penalty: 5255.869141
	Iteration 22Q: 3 clusters Score -7387882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7387889.000000 Penalty: 5255.869141
	Iteration 23Q: 3 clusters Score -7387889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7387890.000000 Penalty: 5255.869141
	Iteration 24Q: 3 clusters Score -7387890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7387892.500000 Penalty: 5255.869141
	Iteration 25Q: 3 clusters Score -7387892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7387896.500000 Penalty: 5255.869141
	Iteration 26Q: 3 clusters Score -7387896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7387900.000000 Penalty: 5255.869141
	Iteration 27Q: 3 clusters Score -7387900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7387903.000000 Penalty: 5255.869141
	Iteration 28Q: 3 clusters Score -7387903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7387902.500000 Penalty: 5255.869141
	Iteration 29Q: 3 clusters Score -7387902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7387902.500000 Penalty: 5255.869141
	Iteration 30F: 3 clusters Score -7387902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Entering Unmasked Estep 
Score: -8304776.000000 Penalty: 2658.022949
	Iteration 0F: 2 clusters Score -8304776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -8275321.500000 Penalty: 5316.045898
	Iteration 0F: 3 clusters Score -8275322 nChanged 20662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -8286716.000000 Penalty: 5316.045898
	Iteration 1F: 3 clusters Score -8286716 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -8287188.000000 Penalty: 5316.045898
	Iteration 2Q: 3 clusters Score -8287188 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -8287642.500000 Penalty: 5316.045898
	Iteration 3Q: 3 clusters Score -8287642 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -8288165.000000 Penalty: 5316.045898
	Iteration 4Q: 3 clusters Score -8288165 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -8288840.500000 Penalty: 5316.045898
	Iteration 5Q: 3 clusters Score -8288840 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -8289778.000000 Penalty: 5316.045898
	Iteration 6Q: 3 clusters Score -8289778 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -8291359.000000 Penalty: 5316.045898
	Iteration 7F: 3 clusters Score -8291359 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -8293610.500000 Penalty: 5316.045898
	Iteration 8F: 3 clusters Score -8293610 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -8296304.500000 Penalty: 5316.045898
	Iteration 9F: 3 clusters Score -8296304 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -8298753.000000 Penalty: 5316.045898
	Iteration 10F: 3 clusters Score -8298753 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -8300660.000000 Penalty: 5316.045898
	Iteration 11Q: 3 clusters Score -8300660 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -8301606.500000 Penalty: 5316.045898
	Iteration 12Q: 3 clusters Score -8301606 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8302117.000000 Penalty: 5316.045898
	Iteration 13Q: 3 clusters Score -8302117 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -8302281.000000 Penalty: 5316.045898
	Iteration 14Q: 3 clusters Score -8302281 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -8302377.000000 Penalty: 5316.045898
	Iteration 15Q: 3 clusters Score -8302377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -8302417.500000 Penalty: 5316.045898
	Iteration 16Q: 3 clusters Score -8302418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -8302447.500000 Penalty: 5316.045898
	Iteration 17Q: 3 clusters Score -8302448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -8302469.500000 Penalty: 5316.045898
	Iteration 18Q: 3 clusters Score -8302470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -8302472.500000 Penalty: 5316.045898
	Iteration 19Q: 3 clusters Score -8302472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8302484.500000 Penalty: 5316.045898
	Iteration 20F: 3 clusters Score -8302484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8302493.000000 Penalty: 5316.045898
	Iteration 21Q: 3 clusters Score -8302493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -8302499.000000 Penalty: 5316.045898
	Iteration 22Q: 3 clusters Score -8302499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -8302508.000000 Penalty: 5316.045898
	Iteration 23Q: 3 clusters Score -8302508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8302527.500000 Penalty: 5316.045898
	Iteration 24Q: 3 clusters Score -8302528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -8302515.500000 Penalty: 5316.045898
	Iteration 25Q: 3 clusters Score -8302516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -8302514.500000 Penalty: 5316.045898
	Iteration 26Q: 3 clusters Score -8302514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -8302528.000000 Penalty: 5316.045898
	Iteration 27Q: 3 clusters Score -8302528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -8302533.500000 Penalty: 5316.045898
	Iteration 28Q: 3 clusters Score -8302534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -8302530.500000 Penalty: 5316.045898
	Iteration 29Q: 3 clusters Score -8302530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -8302530.500000 Penalty: 5316.045898
	Iteration 30F: 3 clusters Score -8302530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Entering Unmasked Estep 
Score: -8034318.500000 Penalty: 2646.304199
	Iteration 0F: 2 clusters Score -8034318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -8005885.500000 Penalty: 5292.608398
	Iteration 0F: 3 clusters Score -8005886 nChanged 19806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -8016482.500000 Penalty: 5292.608398
	Iteration 1F: 3 clusters Score -8016482 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8016953.500000 Penalty: 5292.608398
	Iteration 2Q: 3 clusters Score -8016954 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -8017325.000000 Penalty: 5292.608398
	Iteration 3Q: 3 clusters Score -8017325 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -8017754.000000 Penalty: 5292.608398
	Iteration 4Q: 3 clusters Score -8017754 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -8018304.000000 Penalty: 5292.608398
	Iteration 5Q: 3 clusters Score -8018304 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -8019060.000000 Penalty: 5292.608398
	Iteration 6Q: 3 clusters Score -8019060 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -8020141.000000 Penalty: 5292.608398
	Iteration 7F: 3 clusters Score -8020141 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -8021800.500000 Penalty: 5292.608398
	Iteration 8F: 3 clusters Score -8021800 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -8024075.000000 Penalty: 5292.608398
	Iteration 9F: 3 clusters Score -8024075 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -8026451.000000 Penalty: 5292.608398
	Iteration 10F: 3 clusters Score -8026451 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -8028541.500000 Penalty: 5292.608398
	Iteration 11F: 3 clusters Score -8028542 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -8029918.000000 Penalty: 5292.608398
	Iteration 12Q: 3 clusters Score -8029918 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -8030893.000000 Penalty: 5292.608398
	Iteration 13Q: 3 clusters Score -8030893 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -8031413.000000 Penalty: 5292.608398
	Iteration 14Q: 3 clusters Score -8031413 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -8031644.500000 Penalty: 5292.608398
	Iteration 15Q: 3 clusters Score -8031644 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -8031800.000000 Penalty: 5292.608398
	Iteration 16Q: 3 clusters Score -8031800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -8031862.500000 Penalty: 5292.608398
	Iteration 17Q: 3 clusters Score -8031862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -8031922.000000 Penalty: 5292.608398
	Iteration 18Q: 3 clusters Score -8031922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -8031975.500000 Penalty: 5292.608398
	Iteration 19Q: 3 clusters Score -8031976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8032012.500000 Penalty: 5292.608398
	Iteration 20F: 3 clusters Score -8032012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8032041.000000 Penalty: 5292.608398
	Iteration 21Q: 3 clusters Score -8032041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -8032057.000000 Penalty: 5292.608398
	Iteration 22Q: 3 clusters Score -8032057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -8032072.000000 Penalty: 5292.608398
	Iteration 23Q: 3 clusters Score -8032072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -8032086.000000 Penalty: 5292.608398
	Iteration 24Q: 3 clusters Score -8032086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -8032094.500000 Penalty: 5292.608398
	Iteration 25Q: 3 clusters Score -8032094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -8032103.000000 Penalty: 5292.608398
	Iteration 26Q: 3 clusters Score -8032103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -8032110.000000 Penalty: 5292.608398
	Iteration 27Q: 3 clusters Score -8032110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -8032111.000000 Penalty: 5292.608398
	Iteration 28Q: 3 clusters Score -8032111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -8032113.500000 Penalty: 5292.608398
	Iteration 29Q: 3 clusters Score -8032114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -8032112.000000 Penalty: 5292.608398
	Iteration 30Q: 3 clusters Score -8032112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -8032122.500000 Penalty: 5292.608398
	Iteration 31Q: 3 clusters Score -8032122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -8032118.500000 Penalty: 5292.608398
	Iteration 32Q: 3 clusters Score -8032118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -8032121.000000 Penalty: 5292.608398
	Iteration 33Q: 3 clusters Score -8032121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -8032133.000000 Penalty: 5292.608398
	Iteration 34Q: 3 clusters Score -8032133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -8032131.000000 Penalty: 5292.608398
	Iteration 35Q: 3 clusters Score -8032131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -8032135.000000 Penalty: 5292.608398
	Iteration 36Q: 3 clusters Score -8032135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8032143.000000 Penalty: 5292.608398
	Iteration 37Q: 3 clusters Score -8032143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -8032146.000000 Penalty: 5292.608398
	Iteration 38Q: 3 clusters Score -8032146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -8032146.000000 Penalty: 5292.608398
	Iteration 39F: 3 clusters Score -8032146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Entering Unmasked Estep 
Score: -5929279.500000 Penalty: 2572.710938
	Iteration 0F: 2 clusters Score -5929280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5907422.000000 Penalty: 5145.421875
	Iteration 0F: 3 clusters Score -5907422 nChanged 14567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -5915320.000000 Penalty: 5145.421875
	Iteration 1F: 3 clusters Score -5915320 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5915862.500000 Penalty: 5145.421875
	Iteration 2F: 3 clusters Score -5915862 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -5916295.000000 Penalty: 5145.421875
	Iteration 3Q: 3 clusters Score -5916295 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -5916711.000000 Penalty: 5145.421875
	Iteration 4Q: 3 clusters Score -5916711 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -5917132.000000 Penalty: 5145.421875
	Iteration 5Q: 3 clusters Score -5917132 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -5917743.500000 Penalty: 5145.421875
	Iteration 6Q: 3 clusters Score -5917744 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -5918601.000000 Penalty: 5145.421875
	Iteration 7Q: 3 clusters Score -5918601 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -5919844.500000 Penalty: 5145.421875
	Iteration 8F: 3 clusters Score -5919844 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -5921496.000000 Penalty: 5145.421875
	Iteration 9F: 3 clusters Score -5921496 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -5923379.500000 Penalty: 5145.421875
	Iteration 10F: 3 clusters Score -5923380 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -5924993.000000 Penalty: 5145.421875
	Iteration 11F: 3 clusters Score -5924993 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -5925808.000000 Penalty: 5145.421875
	Iteration 12Q: 3 clusters Score -5925808 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -5926215.500000 Penalty: 5145.421875
	Iteration 13Q: 3 clusters Score -5926216 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -5926431.000000 Penalty: 5145.421875
	Iteration 14Q: 3 clusters Score -5926431 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -5926624.000000 Penalty: 5145.421875
	Iteration 15Q: 3 clusters Score -5926624 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -5926835.500000 Penalty: 5145.421875
	Iteration 16Q: 3 clusters Score -5926836 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -5926987.000000 Penalty: 5145.421875
	Iteration 17Q: 3 clusters Score -5926987 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -5927157.500000 Penalty: 5145.421875
	Iteration 18Q: 3 clusters Score -5927158 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -5927302.000000 Penalty: 5145.421875
	Iteration 19Q: 3 clusters Score -5927302 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -5927448.500000 Penalty: 5145.421875
	Iteration 20F: 3 clusters Score -5927448 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -5927576.000000 Penalty: 5145.421875
	Iteration 21Q: 3 clusters Score -5927576 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -5927690.000000 Penalty: 5145.421875
	Iteration 22Q: 3 clusters Score -5927690 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -5927832.000000 Penalty: 5145.421875
	Iteration 23Q: 3 clusters Score -5927832 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -5927904.500000 Penalty: 5145.421875
	Iteration 24Q: 3 clusters Score -5927904 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -5927949.500000 Penalty: 5145.421875
	Iteration 25Q: 3 clusters Score -5927950 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -5928001.500000 Penalty: 5145.421875
	Iteration 26Q: 3 clusters Score -5928002 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -5928008.000000 Penalty: 5145.421875
	Iteration 27Q: 3 clusters Score -5928008 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -5928027.500000 Penalty: 5145.421875
	Iteration 28Q: 3 clusters Score -5928028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -5928043.000000 Penalty: 5145.421875
	Iteration 29Q: 3 clusters Score -5928043 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -5928064.000000 Penalty: 5145.421875
	Iteration 30Q: 3 clusters Score -5928064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -5928091.500000 Penalty: 5145.421875
	Iteration 31Q: 3 clusters Score -5928092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -5928095.500000 Penalty: 5145.421875
	Iteration 32Q: 3 clusters Score -5928096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -5928109.500000 Penalty: 5145.421875
	Iteration 33Q: 3 clusters Score -5928110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -5928109.000000 Penalty: 5145.421875
	Iteration 34Q: 3 clusters Score -5928109 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -5928110.000000 Penalty: 5145.421875
	Iteration 35Q: 3 clusters Score -5928110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -5928103.500000 Penalty: 5145.421875
	Iteration 36Q: 3 clusters Score -5928104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -5928098.000000 Penalty: 5145.421875
	Iteration 37Q: 3 clusters Score -5928098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -5928100.500000 Penalty: 5145.421875
	Iteration 38Q: 3 clusters Score -5928100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -5928094.000000 Penalty: 5145.421875
	Iteration 39Q: 3 clusters Score -5928094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -5928101.500000 Penalty: 5145.421875
	Iteration 40F: 3 clusters Score -5928102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -5928122.500000 Penalty: 5145.421875
	Iteration 41Q: 3 clusters Score -5928122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -5928124.000000 Penalty: 5145.421875
	Iteration 42Q: 3 clusters Score -5928124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -5928124.000000 Penalty: 5145.421875
	Iteration 43Q: 3 clusters Score -5928124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -5928130.000000 Penalty: 5145.421875
	Iteration 44Q: 3 clusters Score -5928130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -5928134.500000 Penalty: 5145.421875
	Iteration 45Q: 3 clusters Score -5928134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -5928120.500000 Penalty: 5145.421875
	Iteration 46Q: 3 clusters Score -5928120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -5928113.000000 Penalty: 5145.421875
	Iteration 47Q: 3 clusters Score -5928113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -5928117.500000 Penalty: 5145.421875
	Iteration 48Q: 3 clusters Score -5928118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -5928122.500000 Penalty: 5145.421875
	Iteration 49Q: 3 clusters Score -5928122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -5928122.000000 Penalty: 5145.421875
	Iteration 50Q: 3 clusters Score -5928122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -5928136.500000 Penalty: 5145.421875
	Iteration 51Q: 3 clusters Score -5928136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -5928145.500000 Penalty: 5145.421875
	Iteration 52Q: 3 clusters Score -5928146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -5928139.500000 Penalty: 5145.421875
	Iteration 53Q: 3 clusters Score -5928140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -5928159.500000 Penalty: 5145.421875
	Iteration 54Q: 3 clusters Score -5928160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -5928163.000000 Penalty: 5145.421875
	Iteration 55Q: 3 clusters Score -5928163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -5928159.000000 Penalty: 5145.421875
	Iteration 56Q: 3 clusters Score -5928159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -5928172.500000 Penalty: 5145.421875
	Iteration 57Q: 3 clusters Score -5928172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -5928177.500000 Penalty: 5145.421875
	Iteration 58Q: 3 clusters Score -5928178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -5928176.000000 Penalty: 5145.421875
	Iteration 59Q: 3 clusters Score -5928176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -5928175.000000 Penalty: 5145.421875
	Iteration 60F: 3 clusters Score -5928175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -5928179.000000 Penalty: 5145.421875
	Iteration 61Q: 3 clusters Score -5928179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5928181.500000 Penalty: 5145.421875
	Iteration 62Q: 3 clusters Score -5928182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -5928184.500000 Penalty: 5145.421875
	Iteration 63Q: 3 clusters Score -5928184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -5928178.000000 Penalty: 5145.421875
	Iteration 64Q: 3 clusters Score -5928178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -5928182.500000 Penalty: 5145.421875
	Iteration 65Q: 3 clusters Score -5928182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -5928181.500000 Penalty: 5145.421875
	Iteration 66Q: 3 clusters Score -5928182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -5928186.000000 Penalty: 5145.421875
	Iteration 67Q: 3 clusters Score -5928186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -5928178.000000 Penalty: 5145.421875
	Iteration 68Q: 3 clusters Score -5928178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -5928184.500000 Penalty: 5145.421875
	Iteration 69Q: 3 clusters Score -5928184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -5928179.500000 Penalty: 5145.421875
	Iteration 70Q: 3 clusters Score -5928180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5928184.000000 Penalty: 5145.421875
	Iteration 71Q: 3 clusters Score -5928184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -5928183.000000 Penalty: 5145.421875
	Iteration 72Q: 3 clusters Score -5928183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -5928188.500000 Penalty: 5145.421875
	Iteration 73Q: 3 clusters Score -5928188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -5928187.000000 Penalty: 5145.421875
	Iteration 74Q: 3 clusters Score -5928187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5928191.500000 Penalty: 5145.421875
	Iteration 75Q: 3 clusters Score -5928192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -5928188.500000 Penalty: 5145.421875
	Iteration 76Q: 3 clusters Score -5928188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -5928191.500000 Penalty: 5145.421875
	Iteration 77Q: 3 clusters Score -5928192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -5928189.500000 Penalty: 5145.421875
	Iteration 78Q: 3 clusters Score -5928190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -5928189.000000 Penalty: 5145.421875
	Iteration 79Q: 3 clusters Score -5928189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -5928189.500000 Penalty: 5145.421875
	Iteration 80F: 3 clusters Score -5928190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -5928191.000000 Penalty: 5145.421875
	Iteration 81Q: 3 clusters Score -5928191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -5928191.000000 Penalty: 5145.421875
	Iteration 82F: 3 clusters Score -5928191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Entering Unmasked Estep 
Score: -4071669.000000 Penalty: 2478.232178
	Iteration 0F: 2 clusters Score -4071669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -4056364.500000 Penalty: 4956.464355
	Iteration 0F: 3 clusters Score -4056364 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -4061552.750000 Penalty: 4956.464355
	Iteration 1F: 3 clusters Score -4061553 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4061850.250000 Penalty: 4956.464355
	Iteration 2Q: 3 clusters Score -4061850 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -4062072.750000 Penalty: 4956.464355
	Iteration 3Q: 3 clusters Score -4062073 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -4062264.750000 Penalty: 4956.464355
	Iteration 4Q: 3 clusters Score -4062265 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4062446.750000 Penalty: 4956.464355
	Iteration 5Q: 3 clusters Score -4062447 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4062598.000000 Penalty: 4956.464355
	Iteration 6Q: 3 clusters Score -4062598 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -4062771.250000 Penalty: 4956.464355
	Iteration 7Q: 3 clusters Score -4062771 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -4062937.750000 Penalty: 4956.464355
	Iteration 8Q: 3 clusters Score -4062938 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4063147.000000 Penalty: 4956.464355
	Iteration 9Q: 3 clusters Score -4063147 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4063465.000000 Penalty: 4956.464355
	Iteration 10Q: 3 clusters Score -4063465 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -4063947.750000 Penalty: 4956.464355
	Iteration 11Q: 3 clusters Score -4063948 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -4064638.500000 Penalty: 4956.464355
	Iteration 12F: 3 clusters Score -4064638 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -4065577.500000 Penalty: 4956.464355
	Iteration 13F: 3 clusters Score -4065578 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4066695.250000 Penalty: 4956.464355
	Iteration 14F: 3 clusters Score -4066695 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4067677.250000 Penalty: 4956.464355
	Iteration 15F: 3 clusters Score -4067677 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4068458.500000 Penalty: 4956.464355
	Iteration 16Q: 3 clusters Score -4068458 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4068942.000000 Penalty: 4956.464355
	Iteration 17Q: 3 clusters Score -4068942 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4069168.500000 Penalty: 4956.464355
	Iteration 18Q: 3 clusters Score -4069168 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4069312.250000 Penalty: 4956.464355
	Iteration 19Q: 3 clusters Score -4069312 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4069397.250000 Penalty: 4956.464355
	Iteration 20F: 3 clusters Score -4069397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4069444.250000 Penalty: 4956.464355
	Iteration 21Q: 3 clusters Score -4069444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4069463.250000 Penalty: 4956.464355
	Iteration 22Q: 3 clusters Score -4069463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4069479.500000 Penalty: 4956.464355
	Iteration 23Q: 3 clusters Score -4069480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4069497.250000 Penalty: 4956.464355
	Iteration 24Q: 3 clusters Score -4069497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4069503.250000 Penalty: 4956.464355
	Iteration 25Q: 3 clusters Score -4069503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4069514.000000 Penalty: 4956.464355
	Iteration 26Q: 3 clusters Score -4069514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4069525.500000 Penalty: 4956.464355
	Iteration 27Q: 3 clusters Score -4069526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4069527.000000 Penalty: 4956.464355
	Iteration 28Q: 3 clusters Score -4069527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4069527.750000 Penalty: 4956.464355
	Iteration 29Q: 3 clusters Score -4069528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4069527.750000 Penalty: 4956.464355
	Iteration 30F: 3 clusters Score -4069528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Entering Unmasked Estep 
Score: -8343409.500000 Penalty: 2654.672119
	Iteration 0F: 2 clusters Score -8343410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -8314886.500000 Penalty: 5309.344238
	Iteration 0F: 3 clusters Score -8314886 nChanged 20499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -8326117.000000 Penalty: 5309.344238
	Iteration 1F: 3 clusters Score -8326117 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -8326548.000000 Penalty: 5309.344238
	Iteration 2Q: 3 clusters Score -8326548 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -8327020.000000 Penalty: 5309.344238
	Iteration 3Q: 3 clusters Score -8327020 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -8327471.500000 Penalty: 5309.344238
	Iteration 4Q: 3 clusters Score -8327472 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -8328098.000000 Penalty: 5309.344238
	Iteration 5Q: 3 clusters Score -8328098 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -8328963.500000 Penalty: 5309.344238
	Iteration 6Q: 3 clusters Score -8328964 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -8330271.500000 Penalty: 5309.344238
	Iteration 7F: 3 clusters Score -8330272 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -8332268.000000 Penalty: 5309.344238
	Iteration 8F: 3 clusters Score -8332268 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -8334727.000000 Penalty: 5309.344238
	Iteration 9F: 3 clusters Score -8334727 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -8337167.000000 Penalty: 5309.344238
	Iteration 10F: 3 clusters Score -8337167 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -8338920.500000 Penalty: 5309.344238
	Iteration 11Q: 3 clusters Score -8338920 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8340079.000000 Penalty: 5309.344238
	Iteration 12Q: 3 clusters Score -8340079 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8340640.000000 Penalty: 5309.344238
	Iteration 13Q: 3 clusters Score -8340640 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -8340944.000000 Penalty: 5309.344238
	Iteration 14Q: 3 clusters Score -8340944 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8341145.000000 Penalty: 5309.344238
	Iteration 15Q: 3 clusters Score -8341145 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8341267.500000 Penalty: 5309.344238
	Iteration 16Q: 3 clusters Score -8341268 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8341326.000000 Penalty: 5309.344238
	Iteration 17Q: 3 clusters Score -8341326 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8341358.000000 Penalty: 5309.344238
	Iteration 18Q: 3 clusters Score -8341358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8341376.000000 Penalty: 5309.344238
	Iteration 19Q: 3 clusters Score -8341376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8341396.500000 Penalty: 5309.344238
	Iteration 20F: 3 clusters Score -8341396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8341426.500000 Penalty: 5309.344238
	Iteration 21Q: 3 clusters Score -8341426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8341454.000000 Penalty: 5309.344238
	Iteration 22Q: 3 clusters Score -8341454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8341466.000000 Penalty: 5309.344238
	Iteration 23Q: 3 clusters Score -8341466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8341483.500000 Penalty: 5309.344238
	Iteration 24Q: 3 clusters Score -8341484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8341499.000000 Penalty: 5309.344238
	Iteration 25Q: 3 clusters Score -8341499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8341493.000000 Penalty: 5309.344238
	Iteration 26Q: 3 clusters Score -8341493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8341493.000000 Penalty: 5309.344238
	Iteration 27Q: 3 clusters Score -8341493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8341498.500000 Penalty: 5309.344238
	Iteration 28Q: 3 clusters Score -8341498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8341502.500000 Penalty: 5309.344238
	Iteration 29Q: 3 clusters Score -8341502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8341504.500000 Penalty: 5309.344238
	Iteration 30Q: 3 clusters Score -8341504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8341502.500000 Penalty: 5309.344238
	Iteration 31Q: 3 clusters Score -8341502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8341497.500000 Penalty: 5309.344238
	Iteration 32Q: 3 clusters Score -8341498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8341499.500000 Penalty: 5309.344238
	Iteration 33Q: 3 clusters Score -8341500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8341496.500000 Penalty: 5309.344238
	Iteration 34Q: 3 clusters Score -8341496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8341498.000000 Penalty: 5309.344238
	Iteration 35Q: 3 clusters Score -8341498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8341493.500000 Penalty: 5309.344238
	Iteration 36Q: 3 clusters Score -8341494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8341497.000000 Penalty: 5309.344238
	Iteration 37Q: 3 clusters Score -8341497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8341493.500000 Penalty: 5309.344238
	Iteration 38Q: 3 clusters Score -8341494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8341496.000000 Penalty: 5309.344238
	Iteration 39Q: 3 clusters Score -8341496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8341493.000000 Penalty: 5309.344238
	Iteration 40F: 3 clusters Score -8341493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8341488.000000 Penalty: 5309.344238
	Iteration 41Q: 3 clusters Score -8341488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8341488.000000 Penalty: 5309.344238
	Iteration 42Q: 3 clusters Score -8341488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8341494.000000 Penalty: 5309.344238
	Iteration 43Q: 3 clusters Score -8341494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8341492.000000 Penalty: 5309.344238
	Iteration 44Q: 3 clusters Score -8341492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8341486.000000 Penalty: 5309.344238
	Iteration 45Q: 3 clusters Score -8341486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8341488.000000 Penalty: 5309.344238
	Iteration 46Q: 3 clusters Score -8341488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8341487.000000 Penalty: 5309.344238
	Iteration 47Q: 3 clusters Score -8341487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8341487.000000 Penalty: 5309.344238
	Iteration 48Q: 3 clusters Score -8341487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8341490.500000 Penalty: 5309.344238
	Iteration 49Q: 3 clusters Score -8341490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8341489.000000 Penalty: 5309.344238
	Iteration 50Q: 3 clusters Score -8341489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8341488.000000 Penalty: 5309.344238
	Iteration 51Q: 3 clusters Score -8341488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8341497.500000 Penalty: 5309.344238
	Iteration 52Q: 3 clusters Score -8341498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8341495.000000 Penalty: 5309.344238
	Iteration 53Q: 3 clusters Score -8341495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8341501.500000 Penalty: 5309.344238
	Iteration 54Q: 3 clusters Score -8341502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8341499.000000 Penalty: 5309.344238
	Iteration 55Q: 3 clusters Score -8341499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8341497.500000 Penalty: 5309.344238
	Iteration 56Q: 3 clusters Score -8341498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8341504.500000 Penalty: 5309.344238
	Iteration 57Q: 3 clusters Score -8341504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8341505.000000 Penalty: 5309.344238
	Iteration 58Q: 3 clusters Score -8341505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8341507.500000 Penalty: 5309.344238
	Iteration 59Q: 3 clusters Score -8341508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8341504.000000 Penalty: 5309.344238
	Iteration 60F: 3 clusters Score -8341504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Entering Unmasked Estep 
Score: -7754208.500000 Penalty: 2640.248535
	Iteration 0F: 2 clusters Score -7754208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -7726011.500000 Penalty: 5280.497070
	Iteration 0F: 3 clusters Score -7726012 nChanged 19182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -7736390.500000 Penalty: 5280.497070
	Iteration 1F: 3 clusters Score -7736390 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -7736907.500000 Penalty: 5280.497070
	Iteration 2Q: 3 clusters Score -7736908 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -7737391.000000 Penalty: 5280.497070
	Iteration 3Q: 3 clusters Score -7737391 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -7737877.500000 Penalty: 5280.497070
	Iteration 4Q: 3 clusters Score -7737878 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -7738502.000000 Penalty: 5280.497070
	Iteration 5Q: 3 clusters Score -7738502 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -7739315.000000 Penalty: 5280.497070
	Iteration 6Q: 3 clusters Score -7739315 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -7740422.500000 Penalty: 5280.497070
	Iteration 7Q: 3 clusters Score -7740422 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -7741918.500000 Penalty: 5280.497070
	Iteration 8F: 3 clusters Score -7741918 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -7743616.000000 Penalty: 5280.497070
	Iteration 9F: 3 clusters Score -7743616 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -7745105.000000 Penalty: 5280.497070
	Iteration 10Q: 3 clusters Score -7745105 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -7746369.500000 Penalty: 5280.497070
	Iteration 11Q: 3 clusters Score -7746370 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -7747342.000000 Penalty: 5280.497070
	Iteration 12Q: 3 clusters Score -7747342 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -7747994.000000 Penalty: 5280.497070
	Iteration 13Q: 3 clusters Score -7747994 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -7748539.500000 Penalty: 5280.497070
	Iteration 14Q: 3 clusters Score -7748540 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -7748988.000000 Penalty: 5280.497070
	Iteration 15Q: 3 clusters Score -7748988 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -7749372.500000 Penalty: 5280.497070
	Iteration 16Q: 3 clusters Score -7749372 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -7749761.500000 Penalty: 5280.497070
	Iteration 17Q: 3 clusters Score -7749762 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -7750085.500000 Penalty: 5280.497070
	Iteration 18Q: 3 clusters Score -7750086 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -7750436.000000 Penalty: 5280.497070
	Iteration 19Q: 3 clusters Score -7750436 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7750744.500000 Penalty: 5280.497070
	Iteration 20F: 3 clusters Score -7750744 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7751022.000000 Penalty: 5280.497070
	Iteration 21Q: 3 clusters Score -7751022 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7751221.500000 Penalty: 5280.497070
	Iteration 22Q: 3 clusters Score -7751222 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7751388.000000 Penalty: 5280.497070
	Iteration 23Q: 3 clusters Score -7751388 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7751535.500000 Penalty: 5280.497070
	Iteration 24Q: 3 clusters Score -7751536 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7751621.000000 Penalty: 5280.497070
	Iteration 25Q: 3 clusters Score -7751621 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7751670.500000 Penalty: 5280.497070
	Iteration 26Q: 3 clusters Score -7751670 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7751723.500000 Penalty: 5280.497070
	Iteration 27Q: 3 clusters Score -7751724 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7751754.000000 Penalty: 5280.497070
	Iteration 28Q: 3 clusters Score -7751754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7751808.500000 Penalty: 5280.497070
	Iteration 29Q: 3 clusters Score -7751808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7751838.000000 Penalty: 5280.497070
	Iteration 30Q: 3 clusters Score -7751838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7751870.500000 Penalty: 5280.497070
	Iteration 31Q: 3 clusters Score -7751870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7751887.500000 Penalty: 5280.497070
	Iteration 32Q: 3 clusters Score -7751888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7751899.500000 Penalty: 5280.497070
	Iteration 33Q: 3 clusters Score -7751900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7751919.000000 Penalty: 5280.497070
	Iteration 34Q: 3 clusters Score -7751919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7751913.000000 Penalty: 5280.497070
	Iteration 35Q: 3 clusters Score -7751913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7751928.500000 Penalty: 5280.497070
	Iteration 36Q: 3 clusters Score -7751928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7751937.500000 Penalty: 5280.497070
	Iteration 37Q: 3 clusters Score -7751938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7751944.500000 Penalty: 5280.497070
	Iteration 38Q: 3 clusters Score -7751944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7751957.500000 Penalty: 5280.497070
	Iteration 39Q: 3 clusters Score -7751958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7751973.000000 Penalty: 5280.497070
	Iteration 40F: 3 clusters Score -7751973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7751973.500000 Penalty: 5280.497070
	Iteration 41Q: 3 clusters Score -7751974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7751977.500000 Penalty: 5280.497070
	Iteration 42Q: 3 clusters Score -7751978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7751985.500000 Penalty: 5280.497070
	Iteration 43Q: 3 clusters Score -7751986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7751989.000000 Penalty: 5280.497070
	Iteration 44Q: 3 clusters Score -7751989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7751991.000000 Penalty: 5280.497070
	Iteration 45Q: 3 clusters Score -7751991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7751991.500000 Penalty: 5280.497070
	Iteration 46Q: 3 clusters Score -7751992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7751992.000000 Penalty: 5280.497070
	Iteration 47Q: 3 clusters Score -7751992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7751995.000000 Penalty: 5280.497070
	Iteration 48Q: 3 clusters Score -7751995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7751988.000000 Penalty: 5280.497070
	Iteration 49Q: 3 clusters Score -7751988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7751993.000000 Penalty: 5280.497070
	Iteration 50Q: 3 clusters Score -7751993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7751999.000000 Penalty: 5280.497070
	Iteration 51Q: 3 clusters Score -7751999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7751995.000000 Penalty: 5280.497070
	Iteration 52Q: 3 clusters Score -7751995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7751994.000000 Penalty: 5280.497070
	Iteration 53Q: 3 clusters Score -7751994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7752002.500000 Penalty: 5280.497070
	Iteration 54Q: 3 clusters Score -7752002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7752010.500000 Penalty: 5280.497070
	Iteration 55Q: 3 clusters Score -7752010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7752012.000000 Penalty: 5280.497070
	Iteration 56Q: 3 clusters Score -7752012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7752003.500000 Penalty: 5280.497070
	Iteration 57Q: 3 clusters Score -7752004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7752003.500000 Penalty: 5280.497070
	Iteration 58F: 3 clusters Score -7752004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Entering Unmasked Estep 
Score: -8898354.000000 Penalty: 2671.319336
	Iteration 0F: 2 clusters Score -8898354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -8868776.000000 Penalty: 5342.638672
	Iteration 0F: 3 clusters Score -8868776 nChanged 22050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -8881612.000000 Penalty: 5342.638672
	Iteration 1F: 3 clusters Score -8881612 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -8882791.000000 Penalty: 5342.638672
	Iteration 2F: 3 clusters Score -8882791 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -8884511.000000 Penalty: 5342.638672
	Iteration 3F: 3 clusters Score -8884511 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -8886783.000000 Penalty: 5342.638672
	Iteration 4F: 3 clusters Score -8886783 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -8889528.000000 Penalty: 5342.638672
	Iteration 5F: 3 clusters Score -8889528 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -8892256.000000 Penalty: 5342.638672
	Iteration 6F: 3 clusters Score -8892256 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -8894181.000000 Penalty: 5342.638672
	Iteration 7F: 3 clusters Score -8894181 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -8895179.000000 Penalty: 5342.638672
	Iteration 8Q: 3 clusters Score -8895179 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -8895651.000000 Penalty: 5342.638672
	Iteration 9Q: 3 clusters Score -8895651 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -8895939.000000 Penalty: 5342.638672
	Iteration 10Q: 3 clusters Score -8895939 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -8896046.000000 Penalty: 5342.638672
	Iteration 11Q: 3 clusters Score -8896046 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -8896112.000000 Penalty: 5342.638672
	Iteration 12Q: 3 clusters Score -8896112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -8896123.000000 Penalty: 5342.638672
	Iteration 13Q: 3 clusters Score -8896123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -8896166.000000 Penalty: 5342.638672
	Iteration 14Q: 3 clusters Score -8896166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -8896181.000000 Penalty: 5342.638672
	Iteration 15Q: 3 clusters Score -8896181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -8896199.000000 Penalty: 5342.638672
	Iteration 16Q: 3 clusters Score -8896199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -8896197.000000 Penalty: 5342.638672
	Iteration 17Q: 3 clusters Score -8896197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -8896208.000000 Penalty: 5342.638672
	Iteration 18Q: 3 clusters Score -8896208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -8896228.000000 Penalty: 5342.638672
	Iteration 19Q: 3 clusters Score -8896228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -8896221.000000 Penalty: 5342.638672
	Iteration 20F: 3 clusters Score -8896221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -8896241.000000 Penalty: 5342.638672
	Iteration 21Q: 3 clusters Score -8896241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -8896242.000000 Penalty: 5342.638672
	Iteration 22Q: 3 clusters Score -8896242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -8896251.000000 Penalty: 5342.638672
	Iteration 23Q: 3 clusters Score -8896251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -8896254.000000 Penalty: 5342.638672
	Iteration 24Q: 3 clusters Score -8896254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -8896268.000000 Penalty: 5342.638672
	Iteration 25Q: 3 clusters Score -8896268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -8896275.000000 Penalty: 5342.638672
	Iteration 26Q: 3 clusters Score -8896275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -8896278.000000 Penalty: 5342.638672
	Iteration 27Q: 3 clusters Score -8896278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -8896287.000000 Penalty: 5342.638672
	Iteration 28Q: 3 clusters Score -8896287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -8896290.000000 Penalty: 5342.638672
	Iteration 29Q: 3 clusters Score -8896290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -8896288.000000 Penalty: 5342.638672
	Iteration 30Q: 3 clusters Score -8896288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -8896289.000000 Penalty: 5342.638672
	Iteration 31Q: 3 clusters Score -8896289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -8896277.000000 Penalty: 5342.638672
	Iteration 32Q: 3 clusters Score -8896277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -8896277.000000 Penalty: 5342.638672
	Iteration 33F: 3 clusters Score -8896277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Entering Unmasked Estep 
Score: -1339730.375000 Penalty: 2205.026611
	Iteration 0F: 2 clusters Score -1339730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1333845.000000 Penalty: 4410.053223
	Iteration 0F: 3 clusters Score -1333845 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1335302.000000 Penalty: 4410.053223
	Iteration 1F: 3 clusters Score -1335302 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1335518.625000 Penalty: 4410.053223
	Iteration 2F: 3 clusters Score -1335519 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1335652.000000 Penalty: 4410.053223
	Iteration 3Q: 3 clusters Score -1335652 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1335733.000000 Penalty: 4410.053223
	Iteration 4Q: 3 clusters Score -1335733 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1335802.500000 Penalty: 4410.053223
	Iteration 5Q: 3 clusters Score -1335802 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1335868.625000 Penalty: 4410.053223
	Iteration 6Q: 3 clusters Score -1335869 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1335917.500000 Penalty: 4410.053223
	Iteration 7Q: 3 clusters Score -1335918 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1335952.500000 Penalty: 4410.053223
	Iteration 8Q: 3 clusters Score -1335952 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1335984.500000 Penalty: 4410.053223
	Iteration 9Q: 3 clusters Score -1335984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1336020.500000 Penalty: 4410.053223
	Iteration 10Q: 3 clusters Score -1336020 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1336055.125000 Penalty: 4410.053223
	Iteration 11Q: 3 clusters Score -1336055 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1336081.375000 Penalty: 4410.053223
	Iteration 12Q: 3 clusters Score -1336081 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1336109.250000 Penalty: 4410.053223
	Iteration 13Q: 3 clusters Score -1336109 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1336146.250000 Penalty: 4410.053223
	Iteration 14Q: 3 clusters Score -1336146 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1336179.875000 Penalty: 4410.053223
	Iteration 15Q: 3 clusters Score -1336180 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1336207.125000 Penalty: 4410.053223
	Iteration 16Q: 3 clusters Score -1336207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1336230.125000 Penalty: 4410.053223
	Iteration 17Q: 3 clusters Score -1336230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1336249.500000 Penalty: 4410.053223
	Iteration 18Q: 3 clusters Score -1336250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1336272.500000 Penalty: 4410.053223
	Iteration 19Q: 3 clusters Score -1336272 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1336294.750000 Penalty: 4410.053223
	Iteration 20F: 3 clusters Score -1336295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1336320.000000 Penalty: 4410.053223
	Iteration 21Q: 3 clusters Score -1336320 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1336351.375000 Penalty: 4410.053223
	Iteration 22Q: 3 clusters Score -1336351 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1336390.750000 Penalty: 4410.053223
	Iteration 23Q: 3 clusters Score -1336391 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1336437.250000 Penalty: 4410.053223
	Iteration 24Q: 3 clusters Score -1336437 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1336487.500000 Penalty: 4410.053223
	Iteration 25Q: 3 clusters Score -1336488 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1336546.250000 Penalty: 4410.053223
	Iteration 26Q: 3 clusters Score -1336546 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1336613.000000 Penalty: 4410.053223
	Iteration 27Q: 3 clusters Score -1336613 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1336690.250000 Penalty: 4410.053223
	Iteration 28Q: 3 clusters Score -1336690 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1336769.125000 Penalty: 4410.053223
	Iteration 29Q: 3 clusters Score -1336769 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1336871.375000 Penalty: 4410.053223
	Iteration 30Q: 3 clusters Score -1336871 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1337001.125000 Penalty: 4410.053223
	Iteration 31Q: 3 clusters Score -1337001 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1337124.750000 Penalty: 4410.053223
	Iteration 32Q: 3 clusters Score -1337125 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1337268.875000 Penalty: 4410.053223
	Iteration 33Q: 3 clusters Score -1337269 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1337387.250000 Penalty: 4410.053223
	Iteration 34Q: 3 clusters Score -1337387 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1337489.875000 Penalty: 4410.053223
	Iteration 35Q: 3 clusters Score -1337490 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1337571.375000 Penalty: 4410.053223
	Iteration 36Q: 3 clusters Score -1337571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1337623.250000 Penalty: 4410.053223
	Iteration 37Q: 3 clusters Score -1337623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1337653.250000 Penalty: 4410.053223
	Iteration 38Q: 3 clusters Score -1337653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1337688.375000 Penalty: 4410.053223
	Iteration 39Q: 3 clusters Score -1337688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1337708.625000 Penalty: 4410.053223
	Iteration 40F: 3 clusters Score -1337709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1337718.875000 Penalty: 4410.053223
	Iteration 41Q: 3 clusters Score -1337719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1337722.375000 Penalty: 4410.053223
	Iteration 42Q: 3 clusters Score -1337722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1337727.750000 Penalty: 4410.053223
	Iteration 43Q: 3 clusters Score -1337728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1337732.875000 Penalty: 4410.053223
	Iteration 44Q: 3 clusters Score -1337733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1337740.000000 Penalty: 4410.053223
	Iteration 45Q: 3 clusters Score -1337740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1337744.375000 Penalty: 4410.053223
	Iteration 46Q: 3 clusters Score -1337744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1337746.375000 Penalty: 4410.053223
	Iteration 47Q: 3 clusters Score -1337746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1337747.625000 Penalty: 4410.053223
	Iteration 48Q: 3 clusters Score -1337748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1337747.625000 Penalty: 4410.053223
	Iteration 49F: 3 clusters Score -1337748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Entering Unmasked Estep 
Score: -8325506.500000 Penalty: 2655.433350
	Iteration 0F: 2 clusters Score -8325506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -8296546.500000 Penalty: 5310.866699
	Iteration 0F: 3 clusters Score -8296546 nChanged 20459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -8307823.000000 Penalty: 5310.866699
	Iteration 1F: 3 clusters Score -8307823 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -8308440.500000 Penalty: 5310.866699
	Iteration 2Q: 3 clusters Score -8308440 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -8309167.500000 Penalty: 5310.866699
	Iteration 3Q: 3 clusters Score -8309168 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -8309946.000000 Penalty: 5310.866699
	Iteration 4Q: 3 clusters Score -8309946 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -8310830.000000 Penalty: 5310.866699
	Iteration 5Q: 3 clusters Score -8310830 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -8312021.500000 Penalty: 5310.866699
	Iteration 6F: 3 clusters Score -8312022 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -8313497.000000 Penalty: 5310.866699
	Iteration 7F: 3 clusters Score -8313497 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -8315121.000000 Penalty: 5310.866699
	Iteration 8F: 3 clusters Score -8315121 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -8316756.000000 Penalty: 5310.866699
	Iteration 9F: 3 clusters Score -8316756 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -8318022.500000 Penalty: 5310.866699
	Iteration 10Q: 3 clusters Score -8318022 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -8318815.000000 Penalty: 5310.866699
	Iteration 11Q: 3 clusters Score -8318815 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -8319270.500000 Penalty: 5310.866699
	Iteration 12Q: 3 clusters Score -8319270 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -8319584.000000 Penalty: 5310.866699
	Iteration 13Q: 3 clusters Score -8319584 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -8319882.000000 Penalty: 5310.866699
	Iteration 14Q: 3 clusters Score -8319882 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -8320156.000000 Penalty: 5310.866699
	Iteration 15Q: 3 clusters Score -8320156 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -8320385.500000 Penalty: 5310.866699
	Iteration 16Q: 3 clusters Score -8320386 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -8320623.000000 Penalty: 5310.866699
	Iteration 17Q: 3 clusters Score -8320623 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -8320921.500000 Penalty: 5310.866699
	Iteration 18Q: 3 clusters Score -8320922 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -8321205.500000 Penalty: 5310.866699
	Iteration 19Q: 3 clusters Score -8321206 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -8321492.000000 Penalty: 5310.866699
	Iteration 20F: 3 clusters Score -8321492 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -8321785.000000 Penalty: 5310.866699
	Iteration 21Q: 3 clusters Score -8321785 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -8322047.000000 Penalty: 5310.866699
	Iteration 22Q: 3 clusters Score -8322047 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -8322260.500000 Penalty: 5310.866699
	Iteration 23Q: 3 clusters Score -8322260 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -8322534.500000 Penalty: 5310.866699
	Iteration 24Q: 3 clusters Score -8322534 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -8322751.500000 Penalty: 5310.866699
	Iteration 25Q: 3 clusters Score -8322752 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -8322904.000000 Penalty: 5310.866699
	Iteration 26Q: 3 clusters Score -8322904 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -8323087.500000 Penalty: 5310.866699
	Iteration 27Q: 3 clusters Score -8323088 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -8323174.500000 Penalty: 5310.866699
	Iteration 28Q: 3 clusters Score -8323174 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -8323214.000000 Penalty: 5310.866699
	Iteration 29Q: 3 clusters Score -8323214 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8323244.000000 Penalty: 5310.866699
	Iteration 30Q: 3 clusters Score -8323244 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8323284.000000 Penalty: 5310.866699
	Iteration 31Q: 3 clusters Score -8323284 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -8323325.500000 Penalty: 5310.866699
	Iteration 32Q: 3 clusters Score -8323326 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -8323345.500000 Penalty: 5310.866699
	Iteration 33Q: 3 clusters Score -8323346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -8323362.000000 Penalty: 5310.866699
	Iteration 34Q: 3 clusters Score -8323362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8323366.500000 Penalty: 5310.866699
	Iteration 35Q: 3 clusters Score -8323366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -8323370.000000 Penalty: 5310.866699
	Iteration 36Q: 3 clusters Score -8323370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -8323368.500000 Penalty: 5310.866699
	Iteration 37Q: 3 clusters Score -8323368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8323364.500000 Penalty: 5310.866699
	Iteration 38Q: 3 clusters Score -8323364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -8323364.500000 Penalty: 5310.866699
	Iteration 39Q: 3 clusters Score -8323364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -8323358.000000 Penalty: 5310.866699
	Iteration 40F: 3 clusters Score -8323358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -8323366.000000 Penalty: 5310.866699
	Iteration 41Q: 3 clusters Score -8323366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -8323369.000000 Penalty: 5310.866699
	Iteration 42Q: 3 clusters Score -8323369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -8323371.000000 Penalty: 5310.866699
	Iteration 43Q: 3 clusters Score -8323371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -8323367.000000 Penalty: 5310.866699
	Iteration 44Q: 3 clusters Score -8323367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -8323375.500000 Penalty: 5310.866699
	Iteration 45Q: 3 clusters Score -8323376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -8323376.000000 Penalty: 5310.866699
	Iteration 46Q: 3 clusters Score -8323376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -8323376.500000 Penalty: 5310.866699
	Iteration 47Q: 3 clusters Score -8323376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -8323376.500000 Penalty: 5310.866699
	Iteration 48Q: 3 clusters Score -8323376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -8323376.500000 Penalty: 5310.866699
	Iteration 49F: 3 clusters Score -8323376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Entering Unmasked Estep 
Score: -8371548.000000 Penalty: 2654.605225
	Iteration 0F: 2 clusters Score -8371548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -8342851.500000 Penalty: 5309.210449
	Iteration 0F: 3 clusters Score -8342852 nChanged 20488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -8354103.500000 Penalty: 5309.210449
	Iteration 1F: 3 clusters Score -8354104 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -8354658.500000 Penalty: 5309.210449
	Iteration 2Q: 3 clusters Score -8354658 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -8355148.000000 Penalty: 5309.210449
	Iteration 3Q: 3 clusters Score -8355148 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -8355697.500000 Penalty: 5309.210449
	Iteration 4Q: 3 clusters Score -8355698 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -8356364.000000 Penalty: 5309.210449
	Iteration 5Q: 3 clusters Score -8356364 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -8357290.000000 Penalty: 5309.210449
	Iteration 6Q: 3 clusters Score -8357290 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -8358656.000000 Penalty: 5309.210449
	Iteration 7F: 3 clusters Score -8358656 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -8360588.000000 Penalty: 5309.210449
	Iteration 8F: 3 clusters Score -8360588 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -8363097.500000 Penalty: 5309.210449
	Iteration 9F: 3 clusters Score -8363098 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -8365512.500000 Penalty: 5309.210449
	Iteration 10F: 3 clusters Score -8365512 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -8367456.000000 Penalty: 5309.210449
	Iteration 11Q: 3 clusters Score -8367456 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8368660.500000 Penalty: 5309.210449
	Iteration 12Q: 3 clusters Score -8368660 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8369228.500000 Penalty: 5309.210449
	Iteration 13Q: 3 clusters Score -8369228 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8369609.000000 Penalty: 5309.210449
	Iteration 14Q: 3 clusters Score -8369609 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8369880.000000 Penalty: 5309.210449
	Iteration 15Q: 3 clusters Score -8369880 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8370110.500000 Penalty: 5309.210449
	Iteration 16Q: 3 clusters Score -8370110 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8370292.000000 Penalty: 5309.210449
	Iteration 17Q: 3 clusters Score -8370292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8370389.500000 Penalty: 5309.210449
	Iteration 18Q: 3 clusters Score -8370390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8370456.000000 Penalty: 5309.210449
	Iteration 19Q: 3 clusters Score -8370456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8370548.000000 Penalty: 5309.210449
	Iteration 20F: 3 clusters Score -8370548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8370627.500000 Penalty: 5309.210449
	Iteration 21Q: 3 clusters Score -8370628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8370679.500000 Penalty: 5309.210449
	Iteration 22Q: 3 clusters Score -8370680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8370744.000000 Penalty: 5309.210449
	Iteration 23Q: 3 clusters Score -8370744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8370796.500000 Penalty: 5309.210449
	Iteration 24Q: 3 clusters Score -8370796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8370840.500000 Penalty: 5309.210449
	Iteration 25Q: 3 clusters Score -8370840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8370866.000000 Penalty: 5309.210449
	Iteration 26Q: 3 clusters Score -8370866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8370907.000000 Penalty: 5309.210449
	Iteration 27Q: 3 clusters Score -8370907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8370959.500000 Penalty: 5309.210449
	Iteration 28Q: 3 clusters Score -8370960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8370985.500000 Penalty: 5309.210449
	Iteration 29Q: 3 clusters Score -8370986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8371000.000000 Penalty: 5309.210449
	Iteration 30Q: 3 clusters Score -8371000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8371004.500000 Penalty: 5309.210449
	Iteration 31Q: 3 clusters Score -8371004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8371011.500000 Penalty: 5309.210449
	Iteration 32Q: 3 clusters Score -8371012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8371023.000000 Penalty: 5309.210449
	Iteration 33Q: 3 clusters Score -8371023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8371027.000000 Penalty: 5309.210449
	Iteration 34Q: 3 clusters Score -8371027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8371029.500000 Penalty: 5309.210449
	Iteration 35Q: 3 clusters Score -8371030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8371030.000000 Penalty: 5309.210449
	Iteration 36Q: 3 clusters Score -8371030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8371037.000000 Penalty: 5309.210449
	Iteration 37Q: 3 clusters Score -8371037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8371038.000000 Penalty: 5309.210449
	Iteration 38Q: 3 clusters Score -8371038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8371049.500000 Penalty: 5309.210449
	Iteration 39Q: 3 clusters Score -8371050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8371053.500000 Penalty: 5309.210449
	Iteration 40F: 3 clusters Score -8371054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8371066.500000 Penalty: 5309.210449
	Iteration 41Q: 3 clusters Score -8371066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8371068.000000 Penalty: 5309.210449
	Iteration 42Q: 3 clusters Score -8371068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8371083.000000 Penalty: 5309.210449
	Iteration 43Q: 3 clusters Score -8371083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8371091.000000 Penalty: 5309.210449
	Iteration 44Q: 3 clusters Score -8371091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8371089.500000 Penalty: 5309.210449
	Iteration 45Q: 3 clusters Score -8371090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8371096.000000 Penalty: 5309.210449
	Iteration 46Q: 3 clusters Score -8371096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8371110.000000 Penalty: 5309.210449
	Iteration 47Q: 3 clusters Score -8371110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8371117.500000 Penalty: 5309.210449
	Iteration 48Q: 3 clusters Score -8371118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8371122.000000 Penalty: 5309.210449
	Iteration 49Q: 3 clusters Score -8371122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8371133.000000 Penalty: 5309.210449
	Iteration 50Q: 3 clusters Score -8371133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8371131.000000 Penalty: 5309.210449
	Iteration 51Q: 3 clusters Score -8371131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8371138.000000 Penalty: 5309.210449
	Iteration 52Q: 3 clusters Score -8371138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8371134.500000 Penalty: 5309.210449
	Iteration 53Q: 3 clusters Score -8371134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8371134.500000 Penalty: 5309.210449
	Iteration 54F: 3 clusters Score -8371134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -214182.265625 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -214182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -212070.875000 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -212070.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -212540.500000 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -212540.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -212886.703125 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -212886.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -213195.781250 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -213195.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -213464.625000 Penalty: 3572.889160
	Iteration 4F: 3 clusters Score -213464.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -213741.921875 Penalty: 3572.889160
	Iteration 5F: 3 clusters Score -213741.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -213927.359375 Penalty: 3572.889160
	Iteration 6F: 3 clusters Score -213927.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -213995.921875 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -213995.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -214025.078125 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -214025.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -214044.140625 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -214044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -214053.593750 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -214053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -214066.203125 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -214066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -214073.156250 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -214073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -214074.000000 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -214074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -214076.703125 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -214076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -214078.171875 Penalty: 3572.889160
	Iteration 15Q: 3 clusters Score -214078.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -214078.171875 Penalty: 3572.889160
	Iteration 16F: 3 clusters Score -214078.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Entering Unmasked Estep 
Score: -4993372.500000 Penalty: 2537.276855
	Iteration 0F: 2 clusters Score -4993372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -4974269.500000 Penalty: 5074.553711
	Iteration 0F: 3 clusters Score -4974270 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -4980974.000000 Penalty: 5074.553711
	Iteration 1F: 3 clusters Score -4980974 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4981354.000000 Penalty: 5074.553711
	Iteration 2Q: 3 clusters Score -4981354 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4981672.000000 Penalty: 5074.553711
	Iteration 3Q: 3 clusters Score -4981672 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -4981903.000000 Penalty: 5074.553711
	Iteration 4Q: 3 clusters Score -4981903 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4982168.500000 Penalty: 5074.553711
	Iteration 5Q: 3 clusters Score -4982168 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -4982398.500000 Penalty: 5074.553711
	Iteration 6Q: 3 clusters Score -4982398 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4982693.000000 Penalty: 5074.553711
	Iteration 7Q: 3 clusters Score -4982693 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4983103.000000 Penalty: 5074.553711
	Iteration 8Q: 3 clusters Score -4983103 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -4983686.000000 Penalty: 5074.553711
	Iteration 9Q: 3 clusters Score -4983686 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -4984468.000000 Penalty: 5074.553711
	Iteration 10Q: 3 clusters Score -4984468 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4985453.000000 Penalty: 5074.553711
	Iteration 11F: 3 clusters Score -4985453 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -4986836.000000 Penalty: 5074.553711
	Iteration 12F: 3 clusters Score -4986836 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -4988258.000000 Penalty: 5074.553711
	Iteration 13F: 3 clusters Score -4988258 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -4989480.000000 Penalty: 5074.553711
	Iteration 14Q: 3 clusters Score -4989480 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -4990286.500000 Penalty: 5074.553711
	Iteration 15Q: 3 clusters Score -4990286 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -4990677.000000 Penalty: 5074.553711
	Iteration 16Q: 3 clusters Score -4990677 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -4990876.500000 Penalty: 5074.553711
	Iteration 17Q: 3 clusters Score -4990876 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -4990998.500000 Penalty: 5074.553711
	Iteration 18Q: 3 clusters Score -4990998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -4991065.000000 Penalty: 5074.553711
	Iteration 19Q: 3 clusters Score -4991065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4991094.500000 Penalty: 5074.553711
	Iteration 20F: 3 clusters Score -4991094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -4991111.000000 Penalty: 5074.553711
	Iteration 21Q: 3 clusters Score -4991111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -4991121.000000 Penalty: 5074.553711
	Iteration 22Q: 3 clusters Score -4991121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4991125.000000 Penalty: 5074.553711
	Iteration 23Q: 3 clusters Score -4991125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4991130.500000 Penalty: 5074.553711
	Iteration 24Q: 3 clusters Score -4991130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4991131.500000 Penalty: 5074.553711
	Iteration 25Q: 3 clusters Score -4991132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -4991136.500000 Penalty: 5074.553711
	Iteration 26Q: 3 clusters Score -4991136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -4991136.500000 Penalty: 5074.553711
	Iteration 27F: 3 clusters Score -4991136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Entering Unmasked Estep 
Score: -6762744.000000 Penalty: 2604.508301
	Iteration 0F: 2 clusters Score -6762744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -6738173.000000 Penalty: 5209.016602
	Iteration 0F: 3 clusters Score -6738173 nChanged 16531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -6747482.000000 Penalty: 5209.016602
	Iteration 1F: 3 clusters Score -6747482 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -6748483.000000 Penalty: 5209.016602
	Iteration 2F: 3 clusters Score -6748483 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -6749744.500000 Penalty: 5209.016602
	Iteration 3F: 3 clusters Score -6749744 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -6751036.500000 Penalty: 5209.016602
	Iteration 4F: 3 clusters Score -6751036 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -6752480.000000 Penalty: 5209.016602
	Iteration 5F: 3 clusters Score -6752480 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -6753885.500000 Penalty: 5209.016602
	Iteration 6F: 3 clusters Score -6753886 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -6755023.500000 Penalty: 5209.016602
	Iteration 7Q: 3 clusters Score -6755024 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -6756026.000000 Penalty: 5209.016602
	Iteration 8Q: 3 clusters Score -6756026 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -6756851.500000 Penalty: 5209.016602
	Iteration 9Q: 3 clusters Score -6756852 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -6757599.000000 Penalty: 5209.016602
	Iteration 10Q: 3 clusters Score -6757599 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -6758160.000000 Penalty: 5209.016602
	Iteration 11Q: 3 clusters Score -6758160 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -6758602.500000 Penalty: 5209.016602
	Iteration 12Q: 3 clusters Score -6758602 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -6758938.000000 Penalty: 5209.016602
	Iteration 13Q: 3 clusters Score -6758938 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -6759187.500000 Penalty: 5209.016602
	Iteration 14Q: 3 clusters Score -6759188 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -6759403.000000 Penalty: 5209.016602
	Iteration 15Q: 3 clusters Score -6759403 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -6759618.500000 Penalty: 5209.016602
	Iteration 16Q: 3 clusters Score -6759618 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -6759783.500000 Penalty: 5209.016602
	Iteration 17Q: 3 clusters Score -6759784 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -6759935.000000 Penalty: 5209.016602
	Iteration 18Q: 3 clusters Score -6759935 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -6760041.000000 Penalty: 5209.016602
	Iteration 19Q: 3 clusters Score -6760041 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -6760133.500000 Penalty: 5209.016602
	Iteration 20F: 3 clusters Score -6760134 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -6760187.500000 Penalty: 5209.016602
	Iteration 21Q: 3 clusters Score -6760188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -6760232.500000 Penalty: 5209.016602
	Iteration 22Q: 3 clusters Score -6760232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -6760273.500000 Penalty: 5209.016602
	Iteration 23Q: 3 clusters Score -6760274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -6760309.000000 Penalty: 5209.016602
	Iteration 24Q: 3 clusters Score -6760309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -6760334.000000 Penalty: 5209.016602
	Iteration 25Q: 3 clusters Score -6760334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -6760352.000000 Penalty: 5209.016602
	Iteration 26Q: 3 clusters Score -6760352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -6760377.500000 Penalty: 5209.016602
	Iteration 27Q: 3 clusters Score -6760378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -6760377.000000 Penalty: 5209.016602
	Iteration 28Q: 3 clusters Score -6760377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -6760384.000000 Penalty: 5209.016602
	Iteration 29Q: 3 clusters Score -6760384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -6760398.500000 Penalty: 5209.016602
	Iteration 30Q: 3 clusters Score -6760398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -6760412.000000 Penalty: 5209.016602
	Iteration 31Q: 3 clusters Score -6760412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -6760414.000000 Penalty: 5209.016602
	Iteration 32Q: 3 clusters Score -6760414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -6760433.000000 Penalty: 5209.016602
	Iteration 33Q: 3 clusters Score -6760433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -6760428.000000 Penalty: 5209.016602
	Iteration 34Q: 3 clusters Score -6760428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -6760438.000000 Penalty: 5209.016602
	Iteration 35Q: 3 clusters Score -6760438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -6760448.000000 Penalty: 5209.016602
	Iteration 36Q: 3 clusters Score -6760448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -6760454.500000 Penalty: 5209.016602
	Iteration 37Q: 3 clusters Score -6760454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -6760465.500000 Penalty: 5209.016602
	Iteration 38Q: 3 clusters Score -6760466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -6760472.000000 Penalty: 5209.016602
	Iteration 39Q: 3 clusters Score -6760472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -6760475.500000 Penalty: 5209.016602
	Iteration 40F: 3 clusters Score -6760476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -6760482.500000 Penalty: 5209.016602
	Iteration 41Q: 3 clusters Score -6760482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -6760490.500000 Penalty: 5209.016602
	Iteration 42Q: 3 clusters Score -6760490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -6760495.000000 Penalty: 5209.016602
	Iteration 43Q: 3 clusters Score -6760495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -6760496.500000 Penalty: 5209.016602
	Iteration 44Q: 3 clusters Score -6760496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -6760506.500000 Penalty: 5209.016602
	Iteration 45Q: 3 clusters Score -6760506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -6760509.000000 Penalty: 5209.016602
	Iteration 46Q: 3 clusters Score -6760509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -6760519.000000 Penalty: 5209.016602
	Iteration 47Q: 3 clusters Score -6760519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -6760515.500000 Penalty: 5209.016602
	Iteration 48Q: 3 clusters Score -6760516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -6760521.500000 Penalty: 5209.016602
	Iteration 49Q: 3 clusters Score -6760522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -6760530.000000 Penalty: 5209.016602
	Iteration 50Q: 3 clusters Score -6760530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -6760536.000000 Penalty: 5209.016602
	Iteration 51Q: 3 clusters Score -6760536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -6760543.000000 Penalty: 5209.016602
	Iteration 52Q: 3 clusters Score -6760543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -6760537.500000 Penalty: 5209.016602
	Iteration 53Q: 3 clusters Score -6760538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -6760537.500000 Penalty: 5209.016602
	Iteration 54F: 3 clusters Score -6760538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -96364.156250 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -96364.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -94784.390625 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -94784.39 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -95040.046875 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -95040.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95116.406250 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -95116.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -95146.476562 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -95146.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -95194.382812 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -95194.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -95275.750000 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -95275.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -95315.984375 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -95315.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -95334.851562 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -95334.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -95336.648438 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -95336.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -95340.046875 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -95340.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -95341.968750 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -95341.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -95347.609375 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -95347.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -95354.085938 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -95354.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -95360.875000 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -95360.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -95367.570312 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -95367.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -95369.289062 Penalty: 3127.912598
	Iteration 15Q: 3 clusters Score -95369.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -95369.289062 Penalty: 3127.912598
	Iteration 16F: 3 clusters Score -95369.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Entering Unmasked Estep 
Score: -4443206.500000 Penalty: 2498.140137
	Iteration 0F: 2 clusters Score -4443206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -4426864.500000 Penalty: 4996.280273
	Iteration 0F: 3 clusters Score -4426864 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -4432454.500000 Penalty: 4996.280273
	Iteration 1F: 3 clusters Score -4432454 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -4432930.500000 Penalty: 4996.280273
	Iteration 2F: 3 clusters Score -4432930 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4433416.500000 Penalty: 4996.280273
	Iteration 3Q: 3 clusters Score -4433416 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -4433980.000000 Penalty: 4996.280273
	Iteration 4F: 3 clusters Score -4433980 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4434697.500000 Penalty: 4996.280273
	Iteration 5F: 3 clusters Score -4434698 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -4435619.500000 Penalty: 4996.280273
	Iteration 6F: 3 clusters Score -4435620 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4436837.000000 Penalty: 4996.280273
	Iteration 7F: 3 clusters Score -4436837 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -4438152.000000 Penalty: 4996.280273
	Iteration 8F: 3 clusters Score -4438152 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4439311.500000 Penalty: 4996.280273
	Iteration 9F: 3 clusters Score -4439312 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -4440102.500000 Penalty: 4996.280273
	Iteration 10Q: 3 clusters Score -4440102 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -4440549.500000 Penalty: 4996.280273
	Iteration 11Q: 3 clusters Score -4440550 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4440757.500000 Penalty: 4996.280273
	Iteration 12Q: 3 clusters Score -4440758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4440870.000000 Penalty: 4996.280273
	Iteration 13Q: 3 clusters Score -4440870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -4440930.500000 Penalty: 4996.280273
	Iteration 14Q: 3 clusters Score -4440930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4440954.500000 Penalty: 4996.280273
	Iteration 15Q: 3 clusters Score -4440954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -4440982.500000 Penalty: 4996.280273
	Iteration 16Q: 3 clusters Score -4440982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4440997.000000 Penalty: 4996.280273
	Iteration 17Q: 3 clusters Score -4440997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -4441009.000000 Penalty: 4996.280273
	Iteration 18Q: 3 clusters Score -4441009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -4441007.500000 Penalty: 4996.280273
	Iteration 19Q: 3 clusters Score -4441008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4441010.000000 Penalty: 4996.280273
	Iteration 20F: 3 clusters Score -4441010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4441014.000000 Penalty: 4996.280273
	Iteration 21Q: 3 clusters Score -4441014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4441014.500000 Penalty: 4996.280273
	Iteration 22Q: 3 clusters Score -4441014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4441014.500000 Penalty: 4996.280273
	Iteration 23F: 3 clusters Score -4441014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Entering Unmasked Estep 
Score: -7826909.500000 Penalty: 2641.648926
	Iteration 0F: 2 clusters Score -7826910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -7798606.500000 Penalty: 5283.297852
	Iteration 0F: 3 clusters Score -7798606 nChanged 19381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -7809084.000000 Penalty: 5283.297852
	Iteration 1F: 3 clusters Score -7809084 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -7809571.500000 Penalty: 5283.297852
	Iteration 2Q: 3 clusters Score -7809572 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -7810107.000000 Penalty: 5283.297852
	Iteration 3Q: 3 clusters Score -7810107 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -7810764.000000 Penalty: 5283.297852
	Iteration 4Q: 3 clusters Score -7810764 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -7811615.500000 Penalty: 5283.297852
	Iteration 5Q: 3 clusters Score -7811616 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -7812800.500000 Penalty: 5283.297852
	Iteration 6Q: 3 clusters Score -7812800 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -7814421.000000 Penalty: 5283.297852
	Iteration 7F: 3 clusters Score -7814421 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -7816286.500000 Penalty: 5283.297852
	Iteration 8F: 3 clusters Score -7816286 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -7818608.000000 Penalty: 5283.297852
	Iteration 9F: 3 clusters Score -7818608 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -7820784.500000 Penalty: 5283.297852
	Iteration 10F: 3 clusters Score -7820784 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -7822024.000000 Penalty: 5283.297852
	Iteration 11Q: 3 clusters Score -7822024 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -7822634.000000 Penalty: 5283.297852
	Iteration 12Q: 3 clusters Score -7822634 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -7823074.000000 Penalty: 5283.297852
	Iteration 13Q: 3 clusters Score -7823074 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -7823392.500000 Penalty: 5283.297852
	Iteration 14Q: 3 clusters Score -7823392 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -7823578.500000 Penalty: 5283.297852
	Iteration 15Q: 3 clusters Score -7823578 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -7823765.000000 Penalty: 5283.297852
	Iteration 16Q: 3 clusters Score -7823765 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -7823903.000000 Penalty: 5283.297852
	Iteration 17Q: 3 clusters Score -7823903 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -7823989.000000 Penalty: 5283.297852
	Iteration 18Q: 3 clusters Score -7823989 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -7824038.000000 Penalty: 5283.297852
	Iteration 19Q: 3 clusters Score -7824038 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -7824064.000000 Penalty: 5283.297852
	Iteration 20F: 3 clusters Score -7824064 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -7824121.500000 Penalty: 5283.297852
	Iteration 21Q: 3 clusters Score -7824122 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -7824128.000000 Penalty: 5283.297852
	Iteration 22Q: 3 clusters Score -7824128 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -7824158.500000 Penalty: 5283.297852
	Iteration 23Q: 3 clusters Score -7824158 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -7824211.000000 Penalty: 5283.297852
	Iteration 24Q: 3 clusters Score -7824211 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -7824235.500000 Penalty: 5283.297852
	Iteration 25Q: 3 clusters Score -7824236 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -7824275.000000 Penalty: 5283.297852
	Iteration 26Q: 3 clusters Score -7824275 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -7824324.000000 Penalty: 5283.297852
	Iteration 27Q: 3 clusters Score -7824324 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -7824351.500000 Penalty: 5283.297852
	Iteration 28Q: 3 clusters Score -7824352 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -7824355.500000 Penalty: 5283.297852
	Iteration 29Q: 3 clusters Score -7824356 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -7824374.000000 Penalty: 5283.297852
	Iteration 30Q: 3 clusters Score -7824374 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -7824412.000000 Penalty: 5283.297852
	Iteration 31Q: 3 clusters Score -7824412 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -7824424.000000 Penalty: 5283.297852
	Iteration 32Q: 3 clusters Score -7824424 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -7824472.000000 Penalty: 5283.297852
	Iteration 33Q: 3 clusters Score -7824472 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -7824521.500000 Penalty: 5283.297852
	Iteration 34Q: 3 clusters Score -7824522 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -7824563.500000 Penalty: 5283.297852
	Iteration 35Q: 3 clusters Score -7824564 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -7824581.500000 Penalty: 5283.297852
	Iteration 36Q: 3 clusters Score -7824582 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -7824616.000000 Penalty: 5283.297852
	Iteration 37Q: 3 clusters Score -7824616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -7824652.500000 Penalty: 5283.297852
	Iteration 38Q: 3 clusters Score -7824652 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -7824704.500000 Penalty: 5283.297852
	Iteration 39Q: 3 clusters Score -7824704 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -7824737.000000 Penalty: 5283.297852
	Iteration 40F: 3 clusters Score -7824737 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -7824765.500000 Penalty: 5283.297852
	Iteration 41Q: 3 clusters Score -7824766 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -7824764.500000 Penalty: 5283.297852
	Iteration 42Q: 3 clusters Score -7824764 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -7824775.000000 Penalty: 5283.297852
	Iteration 43Q: 3 clusters Score -7824775 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -7824818.000000 Penalty: 5283.297852
	Iteration 44Q: 3 clusters Score -7824818 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -7824874.000000 Penalty: 5283.297852
	Iteration 45Q: 3 clusters Score -7824874 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -7824876.000000 Penalty: 5283.297852
	Iteration 46Q: 3 clusters Score -7824876 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -7824894.500000 Penalty: 5283.297852
	Iteration 47Q: 3 clusters Score -7824894 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -7824932.500000 Penalty: 5283.297852
	Iteration 48Q: 3 clusters Score -7824932 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -7824966.500000 Penalty: 5283.297852
	Iteration 49Q: 3 clusters Score -7824966 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -7824978.500000 Penalty: 5283.297852
	Iteration 50Q: 3 clusters Score -7824978 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -7825005.500000 Penalty: 5283.297852
	Iteration 51Q: 3 clusters Score -7825006 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -7824998.000000 Penalty: 5283.297852
	Iteration 52Q: 3 clusters Score -7824998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -7825018.000000 Penalty: 5283.297852
	Iteration 53Q: 3 clusters Score -7825018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -7825014.000000 Penalty: 5283.297852
	Iteration 54Q: 3 clusters Score -7825014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -7825032.500000 Penalty: 5283.297852
	Iteration 55Q: 3 clusters Score -7825032 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -7825049.000000 Penalty: 5283.297852
	Iteration 56Q: 3 clusters Score -7825049 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -7825054.500000 Penalty: 5283.297852
	Iteration 57Q: 3 clusters Score -7825054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -7825061.000000 Penalty: 5283.297852
	Iteration 58Q: 3 clusters Score -7825061 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -7825059.000000 Penalty: 5283.297852
	Iteration 59Q: 3 clusters Score -7825059 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -7825085.000000 Penalty: 5283.297852
	Iteration 60F: 3 clusters Score -7825085 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -7825093.000000 Penalty: 5283.297852
	Iteration 61Q: 3 clusters Score -7825093 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -7825111.500000 Penalty: 5283.297852
	Iteration 62Q: 3 clusters Score -7825112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -7825124.000000 Penalty: 5283.297852
	Iteration 63Q: 3 clusters Score -7825124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -7825140.000000 Penalty: 5283.297852
	Iteration 64Q: 3 clusters Score -7825140 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -7825139.000000 Penalty: 5283.297852
	Iteration 65Q: 3 clusters Score -7825139 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -7825174.000000 Penalty: 5283.297852
	Iteration 66Q: 3 clusters Score -7825174 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -7825202.000000 Penalty: 5283.297852
	Iteration 67Q: 3 clusters Score -7825202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -7825210.000000 Penalty: 5283.297852
	Iteration 68Q: 3 clusters Score -7825210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -7825207.500000 Penalty: 5283.297852
	Iteration 69Q: 3 clusters Score -7825208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -7825238.500000 Penalty: 5283.297852
	Iteration 70Q: 3 clusters Score -7825238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -7825253.000000 Penalty: 5283.297852
	Iteration 71Q: 3 clusters Score -7825253 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -7825262.000000 Penalty: 5283.297852
	Iteration 72Q: 3 clusters Score -7825262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -7825276.000000 Penalty: 5283.297852
	Iteration 73Q: 3 clusters Score -7825276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -7825290.000000 Penalty: 5283.297852
	Iteration 74Q: 3 clusters Score -7825290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -7825289.000000 Penalty: 5283.297852
	Iteration 75Q: 3 clusters Score -7825289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -7825287.000000 Penalty: 5283.297852
	Iteration 76Q: 3 clusters Score -7825287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -7825295.500000 Penalty: 5283.297852
	Iteration 77Q: 3 clusters Score -7825296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -7825300.500000 Penalty: 5283.297852
	Iteration 78Q: 3 clusters Score -7825300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -7825321.000000 Penalty: 5283.297852
	Iteration 79Q: 3 clusters Score -7825321 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -7825336.000000 Penalty: 5283.297852
	Iteration 80F: 3 clusters Score -7825336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -7825336.500000 Penalty: 5283.297852
	Iteration 81Q: 3 clusters Score -7825336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -7825343.500000 Penalty: 5283.297852
	Iteration 82Q: 3 clusters Score -7825344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -7825360.000000 Penalty: 5283.297852
	Iteration 83Q: 3 clusters Score -7825360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -7825374.500000 Penalty: 5283.297852
	Iteration 84Q: 3 clusters Score -7825374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -7825383.500000 Penalty: 5283.297852
	Iteration 85Q: 3 clusters Score -7825384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -7825386.500000 Penalty: 5283.297852
	Iteration 86Q: 3 clusters Score -7825386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -7825390.500000 Penalty: 5283.297852
	Iteration 87Q: 3 clusters Score -7825390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -7825399.500000 Penalty: 5283.297852
	Iteration 88Q: 3 clusters Score -7825400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7825410.000000 Penalty: 5283.297852
	Iteration 89Q: 3 clusters Score -7825410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -7825415.500000 Penalty: 5283.297852
	Iteration 90Q: 3 clusters Score -7825416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -7825421.000000 Penalty: 5283.297852
	Iteration 91Q: 3 clusters Score -7825421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -7825425.000000 Penalty: 5283.297852
	Iteration 92Q: 3 clusters Score -7825425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -7825437.500000 Penalty: 5283.297852
	Iteration 93Q: 3 clusters Score -7825438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -7825440.000000 Penalty: 5283.297852
	Iteration 94Q: 3 clusters Score -7825440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -7825453.000000 Penalty: 5283.297852
	Iteration 95Q: 3 clusters Score -7825453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -7825471.500000 Penalty: 5283.297852
	Iteration 96Q: 3 clusters Score -7825472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -7825479.500000 Penalty: 5283.297852
	Iteration 97Q: 3 clusters Score -7825480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -7825488.000000 Penalty: 5283.297852
	Iteration 98Q: 3 clusters Score -7825488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -7825480.500000 Penalty: 5283.297852
	Iteration 99Q: 3 clusters Score -7825480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -7825484.000000 Penalty: 5283.297852
	Iteration 100F: 3 clusters Score -7825484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -7825501.500000 Penalty: 5283.297852
	Iteration 101Q: 3 clusters Score -7825502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7825495.500000 Penalty: 5283.297852
	Iteration 102Q: 3 clusters Score -7825496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7825489.000000 Penalty: 5283.297852
	Iteration 103Q: 3 clusters Score -7825489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -7825490.500000 Penalty: 5283.297852
	Iteration 104Q: 3 clusters Score -7825490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -7825492.000000 Penalty: 5283.297852
	Iteration 105Q: 3 clusters Score -7825492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -7825493.000000 Penalty: 5283.297852
	Iteration 106Q: 3 clusters Score -7825493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -7825499.500000 Penalty: 5283.297852
	Iteration 107Q: 3 clusters Score -7825500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -7825489.500000 Penalty: 5283.297852
	Iteration 108Q: 3 clusters Score -7825490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -7825486.000000 Penalty: 5283.297852
	Iteration 109Q: 3 clusters Score -7825486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -7825498.500000 Penalty: 5283.297852
	Iteration 110Q: 3 clusters Score -7825498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -7825509.500000 Penalty: 5283.297852
	Iteration 111Q: 3 clusters Score -7825510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -7825508.000000 Penalty: 5283.297852
	Iteration 112Q: 3 clusters Score -7825508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -7825512.000000 Penalty: 5283.297852
	Iteration 113Q: 3 clusters Score -7825512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -7825504.000000 Penalty: 5283.297852
	Iteration 114Q: 3 clusters Score -7825504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -7825507.000000 Penalty: 5283.297852
	Iteration 115Q: 3 clusters Score -7825507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -7825501.500000 Penalty: 5283.297852
	Iteration 116Q: 3 clusters Score -7825502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -7825517.000000 Penalty: 5283.297852
	Iteration 117Q: 3 clusters Score -7825517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -7825519.000000 Penalty: 5283.297852
	Iteration 118Q: 3 clusters Score -7825519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -7825526.000000 Penalty: 5283.297852
	Iteration 119Q: 3 clusters Score -7825526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -7825517.500000 Penalty: 5283.297852
	Iteration 120F: 3 clusters Score -7825518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7825521.500000 Penalty: 5283.297852
	Iteration 121Q: 3 clusters Score -7825522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -7825521.000000 Penalty: 5283.297852
	Iteration 122Q: 3 clusters Score -7825521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -7825529.000000 Penalty: 5283.297852
	Iteration 123Q: 3 clusters Score -7825529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -7825535.000000 Penalty: 5283.297852
	Iteration 124Q: 3 clusters Score -7825535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -7825529.500000 Penalty: 5283.297852
	Iteration 125Q: 3 clusters Score -7825530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -7825529.500000 Penalty: 5283.297852
	Iteration 126Q: 3 clusters Score -7825530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -7825524.500000 Penalty: 5283.297852
	Iteration 127Q: 3 clusters Score -7825524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -7825535.500000 Penalty: 5283.297852
	Iteration 128Q: 3 clusters Score -7825536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -7825540.000000 Penalty: 5283.297852
	Iteration 129Q: 3 clusters Score -7825540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -7825547.500000 Penalty: 5283.297852
	Iteration 130Q: 3 clusters Score -7825548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -7825539.500000 Penalty: 5283.297852
	Iteration 131Q: 3 clusters Score -7825540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -7825551.000000 Penalty: 5283.297852
	Iteration 132Q: 3 clusters Score -7825551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -7825545.000000 Penalty: 5283.297852
	Iteration 133Q: 3 clusters Score -7825545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -7825545.500000 Penalty: 5283.297852
	Iteration 134Q: 3 clusters Score -7825546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -7825544.000000 Penalty: 5283.297852
	Iteration 135Q: 3 clusters Score -7825544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -7825540.000000 Penalty: 5283.297852
	Iteration 136Q: 3 clusters Score -7825540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -7825534.500000 Penalty: 5283.297852
	Iteration 137Q: 3 clusters Score -7825534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -7825538.000000 Penalty: 5283.297852
	Iteration 138Q: 3 clusters Score -7825538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -7825542.000000 Penalty: 5283.297852
	Iteration 139Q: 3 clusters Score -7825542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -7825553.000000 Penalty: 5283.297852
	Iteration 140F: 3 clusters Score -7825553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -7825555.000000 Penalty: 5283.297852
	Iteration 141Q: 3 clusters Score -7825555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -7825552.500000 Penalty: 5283.297852
	Iteration 142Q: 3 clusters Score -7825552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -7825555.000000 Penalty: 5283.297852
	Iteration 143Q: 3 clusters Score -7825555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -7825560.500000 Penalty: 5283.297852
	Iteration 144Q: 3 clusters Score -7825560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -7825560.500000 Penalty: 5283.297852
	Iteration 145F: 3 clusters Score -7825560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -147916.906250 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -147916.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -146076.906250 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -146076.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -146458.250000 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -146458.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -146712.515625 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -146712.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -146951.218750 Penalty: 3344.468994
	Iteration 3F: 3 clusters Score -146951.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -147082.750000 Penalty: 3344.468994
	Iteration 4F: 3 clusters Score -147082.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -147177.734375 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -147177.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -147233.281250 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -147233.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -147271.515625 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -147271.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -147314.531250 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -147314.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -147341.937500 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -147341.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -147376.750000 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -147376.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147394.203125 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -147394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147404.312500 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -147404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -147416.546875 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -147416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147451.296875 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -147451.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -147495.015625 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -147495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -147551.781250 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -147551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -147581.625000 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -147581.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -147616.890625 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -147616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -147631.484375 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -147631.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -147655.968750 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -147656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -147666.484375 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -147666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -147676.390625 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -147676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -147685.875000 Penalty: 3344.468994
	Iteration 23Q: 3 clusters Score -147685.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -147685.875000 Penalty: 3344.468994
	Iteration 24F: 3 clusters Score -147685.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -19805.078125 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -19805.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18769.916016 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -18769.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18959.570312 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -18959.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19037.023438 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -19037.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19105.693359 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -19105.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19151.042969 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -19151.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19176.972656 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -19176.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19179.888672 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -19179.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19179.888672 Penalty: 2754.267822
	Iteration 7F: 3 clusters Score -19179.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -93055.632812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -93055.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91503.843750 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91503.84 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -91932.679688 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91932.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -92165.382812 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -92165.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92301.312500 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -92301.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -92360.085938 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -92360.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92433.062500 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -92433.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92484.546875 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -92484.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92527.265625 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -92527.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92564.429688 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -92564.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -92585.289062 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -92585.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92614.914062 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -92614.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92673.218750 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -92673.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -92740.023438 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -92740.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92776.351562 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -92776.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92801.046875 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -92801.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -92820.234375 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -92820.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92828.804688 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -92828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92829.882812 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -92829.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92836.203125 Penalty: 3220.151123
	Iteration 18F: 3 clusters Score -92836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92868.898438 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -92868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92876.226562 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -92876.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92878.664062 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -92878.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92878.664062 Penalty: 3220.151123
	Iteration 22F: 3 clusters Score -92878.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -51405.695312 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -51405.7 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 254 members 
Entering Unmasked Estep 
Score: -49986.933594 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -49986.93 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50314.187500 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -50314.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50464.117188 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -50464.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50555.148438 Penalty: 3070.396484
	Iteration 3F: 3 clusters Score -50555.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50613.359375 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -50613.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50650.539062 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -50650.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50659.203125 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -50659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50661.898438 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -50661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50662.605469 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -50662.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50668.089844 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -50668.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50674.222656 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -50674.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50684.863281 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -50684.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50737.089844 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -50737.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50814.472656 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -50814.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50849.535156 Penalty: 3070.396484
	Iteration 14Q: 3 clusters Score -50849.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50874.363281 Penalty: 3070.396484
	Iteration 15Q: 3 clusters Score -50874.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50885.695312 Penalty: 3070.396484
	Iteration 16Q: 3 clusters Score -50885.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50888.312500 Penalty: 3070.396484
	Iteration 17Q: 3 clusters Score -50888.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50891.855469 Penalty: 3070.396484
	Iteration 18Q: 3 clusters Score -50891.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50896.066406 Penalty: 3070.396484
	Iteration 19F: 3 clusters Score -50896.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50914.425781 Penalty: 3070.396484
	Iteration 20F: 3 clusters Score -50914.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50931.250000 Penalty: 3070.396484
	Iteration 21Q: 3 clusters Score -50931.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50936.367188 Penalty: 3070.396484
	Iteration 22Q: 3 clusters Score -50936.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50946.156250 Penalty: 3070.396484
	Iteration 23Q: 3 clusters Score -50946.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50946.156250 Penalty: 3070.396484
	Iteration 24F: 3 clusters Score -50946.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -87896.523438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -87896.52 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 330 members 
Entering Unmasked Estep 
Score: -86299.468750 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -86299.47 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86646.179688 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -86646.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86770.671875 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -86770.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86833.507812 Penalty: 3229.825684
	Iteration 3Q: 3 clusters Score -86833.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86859.023438 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -86859.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86884.937500 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -86884.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -86925.578125 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -86925.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86955.406250 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -86955.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86977.054688 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -86977.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -86998.984375 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -86998.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -87031.125000 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -87031.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87074.179688 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -87074.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -87122.296875 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -87122.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -87156.070312 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -87156.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -87206.929688 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -87206.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -87296.156250 Penalty: 3229.825684
	Iteration 15Q: 3 clusters Score -87296.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -87345.476562 Penalty: 3229.825684
	Iteration 16Q: 3 clusters Score -87345.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -87404.414062 Penalty: 3229.825684
	Iteration 17Q: 3 clusters Score -87404.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87441.507812 Penalty: 3229.825684
	Iteration 18Q: 3 clusters Score -87441.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87454.976562 Penalty: 3229.825684
	Iteration 19Q: 3 clusters Score -87454.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87460.585938 Penalty: 3229.825684
	Iteration 20F: 3 clusters Score -87460.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -87471.367188 Penalty: 3229.825684
	Iteration 21Q: 3 clusters Score -87471.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87486.437500 Penalty: 3229.825684
	Iteration 22Q: 3 clusters Score -87486.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87493.921875 Penalty: 3229.825684
	Iteration 23Q: 3 clusters Score -87493.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87493.921875 Penalty: 3229.825684
	Iteration 24F: 3 clusters Score -87493.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 34731 members 
Mstep: Class 3 contains 39995 members 
Mstep: Class 4 contains 45154 members 
Mstep: Class 5 contains 43070 members 
Mstep: Class 6 contains 32011 members 
Mstep: Class 7 contains 21870 members 
Mstep: Class 8 contains 44548 members 
Mstep: Class 9 contains 42031 members 
Mstep: Class 10 contains 47641 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 44685 members 
Mstep: Class 13 contains 44536 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 27749 members 
Mstep: Class 16 contains 36390 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 23698 members 
Mstep: Class 19 contains 42269 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660224.000000 Penalty: 79037.695312
Iteration 79Q: 25 clusters Score -1.066602e+08 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 34448 members 
Mstep: Class 3 contains 39911 members 
Mstep: Class 4 contains 45134 members 
Mstep: Class 5 contains 43084 members 
Mstep: Class 6 contains 31719 members 
Mstep: Class 7 contains 22251 members 
Mstep: Class 8 contains 44449 members 
Mstep: Class 9 contains 42247 members 
Mstep: Class 10 contains 47655 members 
Mstep: Class 11 contains 7245 members 
Mstep: Class 12 contains 44651 members 
Mstep: Class 13 contains 44566 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 27723 members 
Mstep: Class 16 contains 36324 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 24027 members 
Mstep: Class 19 contains 42214 members 
Mstep: Class 20 contains 846 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660472.000000 Penalty: 79037.695312
Iteration 80F: 25 clusters Score -1.066605e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 34175 members 
Mstep: Class 3 contains 39812 members 
Mstep: Class 4 contains 45113 members 
Mstep: Class 5 contains 43062 members 
Mstep: Class 6 contains 31470 members 
Mstep: Class 7 contains 22698 members 
Mstep: Class 8 contains 44311 members 
Mstep: Class 9 contains 42432 members 
Mstep: Class 10 contains 47598 members 
Mstep: Class 11 contains 7231 members 
Mstep: Class 12 contains 44653 members 
Mstep: Class 13 contains 44588 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27700 members 
Mstep: Class 16 contains 36256 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 24392 members 
Mstep: Class 19 contains 42157 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 488 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660840.000000 Penalty: 79037.695312
Iteration 81Q: 25 clusters Score -1.066608e+08 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 33867 members 
Mstep: Class 3 contains 39702 members 
Mstep: Class 4 contains 45089 members 
Mstep: Class 5 contains 43064 members 
Mstep: Class 6 contains 31195 members 
Mstep: Class 7 contains 23217 members 
Mstep: Class 8 contains 44197 members 
Mstep: Class 9 contains 42623 members 
Mstep: Class 10 contains 47509 members 
Mstep: Class 11 contains 7221 members 
Mstep: Class 12 contains 44625 members 
Mstep: Class 13 contains 44586 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27673 members 
Mstep: Class 16 contains 36206 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 24752 members 
Mstep: Class 19 contains 42123 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 486 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660912.000000 Penalty: 79037.695312
Iteration 82Q: 25 clusters Score -1.066609e+08 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 33535 members 
Mstep: Class 3 contains 39594 members 
Mstep: Class 4 contains 45007 members 
Mstep: Class 5 contains 43093 members 
Mstep: Class 6 contains 30967 members 
Mstep: Class 7 contains 23819 members 
Mstep: Class 8 contains 44095 members 
Mstep: Class 9 contains 42786 members 
Mstep: Class 10 contains 47344 members 
Mstep: Class 11 contains 7211 members 
Mstep: Class 12 contains 44552 members 
Mstep: Class 13 contains 44595 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27648 members 
Mstep: Class 16 contains 36199 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 25085 members 
Mstep: Class 19 contains 42120 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660792.000000 Penalty: 79037.695312
Iteration 83Q: 25 clusters Score -1.066608e+08 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 33197 members 
Mstep: Class 3 contains 39500 members 
Mstep: Class 4 contains 44903 members 
Mstep: Class 5 contains 43096 members 
Mstep: Class 6 contains 30749 members 
Mstep: Class 7 contains 24459 members 
Mstep: Class 8 contains 43979 members 
Mstep: Class 9 contains 43020 members 
Mstep: Class 10 contains 47077 members 
Mstep: Class 11 contains 7190 members 
Mstep: Class 12 contains 44480 members 
Mstep: Class 13 contains 44612 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27642 members 
Mstep: Class 16 contains 36234 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 25426 members 
Mstep: Class 19 contains 42085 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661152.000000 Penalty: 79037.695312
Iteration 84Q: 25 clusters Score -1.066612e+08 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 32869 members 
Mstep: Class 3 contains 39442 members 
Mstep: Class 4 contains 44799 members 
Mstep: Class 5 contains 43087 members 
Mstep: Class 6 contains 30518 members 
Mstep: Class 7 contains 25215 members 
Mstep: Class 8 contains 43912 members 
Mstep: Class 9 contains 43209 members 
Mstep: Class 10 contains 46818 members 
Mstep: Class 11 contains 7171 members 
Mstep: Class 12 contains 44385 members 
Mstep: Class 13 contains 44550 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27632 members 
Mstep: Class 16 contains 36305 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 25709 members 
Mstep: Class 19 contains 42029 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661352.000000 Penalty: 79037.695312
Iteration 85Q: 25 clusters Score -1.066614e+08 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 32558 members 
Mstep: Class 3 contains 39293 members 
Mstep: Class 4 contains 44700 members 
Mstep: Class 5 contains 43072 members 
Mstep: Class 6 contains 30290 members 
Mstep: Class 7 contains 25992 members 
Mstep: Class 8 contains 43909 members 
Mstep: Class 9 contains 43394 members 
Mstep: Class 10 contains 46538 members 
Mstep: Class 11 contains 7169 members 
Mstep: Class 12 contains 44281 members 
Mstep: Class 13 contains 44491 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27631 members 
Mstep: Class 16 contains 36369 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 25991 members 
Mstep: Class 19 contains 41974 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661496.000000 Penalty: 79037.695312
Iteration 86Q: 25 clusters Score -1.066615e+08 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 32208 members 
Mstep: Class 3 contains 39101 members 
Mstep: Class 4 contains 44593 members 
Mstep: Class 5 contains 43133 members 
Mstep: Class 6 contains 30085 members 
Mstep: Class 7 contains 26805 members 
Mstep: Class 8 contains 43884 members 
Mstep: Class 9 contains 43544 members 
Mstep: Class 10 contains 46333 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 44178 members 
Mstep: Class 13 contains 44470 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27593 members 
Mstep: Class 16 contains 36390 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 26243 members 
Mstep: Class 19 contains 41921 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661512.000000 Penalty: 79037.695312
Iteration 87Q: 25 clusters Score -1.066615e+08 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 31848 members 
Mstep: Class 3 contains 38879 members 
Mstep: Class 4 contains 44502 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 27567 members 
Mstep: Class 8 contains 43895 members 
Mstep: Class 9 contains 43678 members 
Mstep: Class 10 contains 46112 members 
Mstep: Class 11 contains 7187 members 
Mstep: Class 12 contains 44120 members 
Mstep: Class 13 contains 44487 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27545 members 
Mstep: Class 16 contains 36400 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 26475 members 
Mstep: Class 19 contains 41880 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661552.000000 Penalty: 79037.695312
Iteration 88Q: 25 clusters Score -1.066616e+08 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 31526 members 
Mstep: Class 3 contains 38688 members 
Mstep: Class 4 contains 44413 members 
Mstep: Class 5 contains 43169 members 
Mstep: Class 6 contains 29748 members 
Mstep: Class 7 contains 28313 members 
Mstep: Class 8 contains 43896 members 
Mstep: Class 9 contains 43833 members 
Mstep: Class 10 contains 45891 members 
Mstep: Class 11 contains 7194 members 
Mstep: Class 12 contains 44099 members 
Mstep: Class 13 contains 44493 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27497 members 
Mstep: Class 16 contains 36367 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 26727 members 
Mstep: Class 19 contains 41805 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662128.000000 Penalty: 79037.695312
Iteration 89Q: 25 clusters Score -1.066621e+08 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 31208 members 
Mstep: Class 3 contains 38492 members 
Mstep: Class 4 contains 44349 members 
Mstep: Class 5 contains 43199 members 
Mstep: Class 6 contains 29576 members 
Mstep: Class 7 contains 29103 members 
Mstep: Class 8 contains 43951 members 
Mstep: Class 9 contains 43887 members 
Mstep: Class 10 contains 45600 members 
Mstep: Class 11 contains 7195 members 
Mstep: Class 12 contains 44108 members 
Mstep: Class 13 contains 44492 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27451 members 
Mstep: Class 16 contains 36347 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 26970 members 
Mstep: Class 19 contains 41733 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662184.000000 Penalty: 79037.695312
Iteration 90Q: 25 clusters Score -1.066622e+08 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 30891 members 
Mstep: Class 3 contains 38271 members 
Mstep: Class 4 contains 44263 members 
Mstep: Class 5 contains 43246 members 
Mstep: Class 6 contains 29405 members 
Mstep: Class 7 contains 29860 members 
Mstep: Class 8 contains 44044 members 
Mstep: Class 9 contains 43982 members 
Mstep: Class 10 contains 45392 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 44109 members 
Mstep: Class 13 contains 44405 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27430 members 
Mstep: Class 16 contains 36308 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 27197 members 
Mstep: Class 19 contains 41672 members 
Mstep: Class 20 contains 841 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662456.000000 Penalty: 79037.695312
Iteration 91Q: 25 clusters Score -1.066625e+08 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 30510 members 
Mstep: Class 3 contains 38041 members 
Mstep: Class 4 contains 44169 members 
Mstep: Class 5 contains 43300 members 
Mstep: Class 6 contains 29254 members 
Mstep: Class 7 contains 30654 members 
Mstep: Class 8 contains 44088 members 
Mstep: Class 9 contains 44035 members 
Mstep: Class 10 contains 45256 members 
Mstep: Class 11 contains 7196 members 
Mstep: Class 12 contains 44117 members 
Mstep: Class 13 contains 44318 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27392 members 
Mstep: Class 16 contains 36265 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 27437 members 
Mstep: Class 19 contains 41632 members 
Mstep: Class 20 contains 842 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662584.000000 Penalty: 79037.695312
Iteration 92Q: 25 clusters Score -1.066626e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 30173 members 
Mstep: Class 3 contains 37814 members 
Mstep: Class 4 contains 44056 members 
Mstep: Class 5 contains 43336 members 
Mstep: Class 6 contains 29103 members 
Mstep: Class 7 contains 31454 members 
Mstep: Class 8 contains 44133 members 
Mstep: Class 9 contains 44101 members 
Mstep: Class 10 contains 45114 members 
Mstep: Class 11 contains 7200 members 
Mstep: Class 12 contains 44121 members 
Mstep: Class 13 contains 44229 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27346 members 
Mstep: Class 16 contains 36220 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 27673 members 
Mstep: Class 19 contains 41591 members 
Mstep: Class 20 contains 842 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662456.000000 Penalty: 79037.695312
Iteration 93Q: 25 clusters Score -1.066625e+08 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 29804 members 
Mstep: Class 3 contains 37558 members 
Mstep: Class 4 contains 43944 members 
Mstep: Class 5 contains 43413 members 
Mstep: Class 6 contains 28955 members 
Mstep: Class 7 contains 32157 members 
Mstep: Class 8 contains 44213 members 
Mstep: Class 9 contains 44144 members 
Mstep: Class 10 contains 44971 members 
Mstep: Class 11 contains 7188 members 
Mstep: Class 12 contains 44106 members 
Mstep: Class 13 contains 44212 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27305 members 
Mstep: Class 16 contains 36172 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 27977 members 
Mstep: Class 19 contains 41546 members 
Mstep: Class 20 contains 841 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662280.000000 Penalty: 79037.695312
Iteration 94Q: 25 clusters Score -1.066623e+08 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 29462 members 
Mstep: Class 3 contains 37244 members 
Mstep: Class 4 contains 43846 members 
Mstep: Class 5 contains 43420 members 
Mstep: Class 6 contains 28863 members 
Mstep: Class 7 contains 32830 members 
Mstep: Class 8 contains 44294 members 
Mstep: Class 9 contains 44166 members 
Mstep: Class 10 contains 44888 members 
Mstep: Class 11 contains 7178 members 
Mstep: Class 12 contains 44177 members 
Mstep: Class 13 contains 44181 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27266 members 
Mstep: Class 16 contains 36097 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 28285 members 
Mstep: Class 19 contains 41472 members 
Mstep: Class 20 contains 839 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662216.000000 Penalty: 79037.695312
Iteration 95Q: 25 clusters Score -1.066622e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 29118 members 
Mstep: Class 3 contains 36916 members 
Mstep: Class 4 contains 43729 members 
Mstep: Class 5 contains 43465 members 
Mstep: Class 6 contains 28751 members 
Mstep: Class 7 contains 33401 members 
Mstep: Class 8 contains 44408 members 
Mstep: Class 9 contains 44180 members 
Mstep: Class 10 contains 44818 members 
Mstep: Class 11 contains 7174 members 
Mstep: Class 12 contains 44272 members 
Mstep: Class 13 contains 44177 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27246 members 
Mstep: Class 16 contains 35997 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 28622 members 
Mstep: Class 19 contains 41396 members 
Mstep: Class 20 contains 838 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661976.000000 Penalty: 79037.695312
Iteration 96Q: 25 clusters Score -1.06662e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 28814 members 
Mstep: Class 3 contains 36591 members 
Mstep: Class 4 contains 43612 members 
Mstep: Class 5 contains 43554 members 
Mstep: Class 6 contains 28641 members 
Mstep: Class 7 contains 33862 members 
Mstep: Class 8 contains 44506 members 
Mstep: Class 9 contains 44219 members 
Mstep: Class 10 contains 44783 members 
Mstep: Class 11 contains 7174 members 
Mstep: Class 12 contains 44327 members 
Mstep: Class 13 contains 44194 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27203 members 
Mstep: Class 16 contains 35909 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 28991 members 
Mstep: Class 19 contains 41292 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662056.000000 Penalty: 79037.695312
Iteration 97Q: 25 clusters Score -1.066621e+08 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 28522 members 
Mstep: Class 3 contains 36337 members 
Mstep: Class 4 contains 43490 members 
Mstep: Class 5 contains 43628 members 
Mstep: Class 6 contains 28550 members 
Mstep: Class 7 contains 34249 members 
Mstep: Class 8 contains 44571 members 
Mstep: Class 9 contains 44201 members 
Mstep: Class 10 contains 44820 members 
Mstep: Class 11 contains 7177 members 
Mstep: Class 12 contains 44372 members 
Mstep: Class 13 contains 44223 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27148 members 
Mstep: Class 16 contains 35858 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 29380 members 
Mstep: Class 19 contains 41149 members 
Mstep: Class 20 contains 836 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661840.000000 Penalty: 79037.695312
Iteration 98Q: 25 clusters Score -1.066618e+08 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 28184 members 
Mstep: Class 3 contains 36050 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 5 contains 43712 members 
Mstep: Class 6 contains 28482 members 
Mstep: Class 7 contains 34528 members 
Mstep: Class 8 contains 44665 members 
Mstep: Class 9 contains 44219 members 
Mstep: Class 10 contains 44862 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 44406 members 
Mstep: Class 13 contains 44270 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27100 members 
Mstep: Class 16 contains 35837 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 29757 members 
Mstep: Class 19 contains 41012 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106661944.000000 Penalty: 79037.695312
Iteration 99Q: 25 clusters Score -1.066619e+08 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 27852 members 
Mstep: Class 3 contains 35777 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 5 contains 43790 members 
Mstep: Class 6 contains 28428 members 
Mstep: Class 7 contains 34682 members 
Mstep: Class 8 contains 44704 members 
Mstep: Class 9 contains 44249 members 
Mstep: Class 10 contains 44994 members 
Mstep: Class 11 contains 7174 members 
Mstep: Class 12 contains 44466 members 
Mstep: Class 13 contains 44325 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27073 members 
Mstep: Class 16 contains 35823 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 30124 members 
Mstep: Class 19 contains 40871 members 
Mstep: Class 20 contains 834 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662424.000000 Penalty: 79037.695312
Iteration 100F: 25 clusters Score -1.066624e+08 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27484 members 
Mstep: Class 3 contains 35220 members 
Mstep: Class 4 contains 43236 members 
Mstep: Class 5 contains 43848 members 
Mstep: Class 6 contains 28365 members 
Mstep: Class 7 contains 35660 members 
Mstep: Class 8 contains 44742 members 
Mstep: Class 9 contains 44318 members 
Mstep: Class 10 contains 44967 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 44398 members 
Mstep: Class 13 contains 44318 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27011 members 
Mstep: Class 16 contains 35745 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 30469 members 
Mstep: Class 19 contains 40729 members 
Mstep: Class 20 contains 830 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662488.000000 Penalty: 79037.695312
Iteration 101Q: 25 clusters Score -1.066625e+08 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27121 members 
Mstep: Class 3 contains 34560 members 
Mstep: Class 4 contains 43131 members 
Mstep: Class 5 contains 43911 members 
Mstep: Class 6 contains 28326 members 
Mstep: Class 7 contains 36592 members 
Mstep: Class 8 contains 44795 members 
Mstep: Class 9 contains 44372 members 
Mstep: Class 10 contains 44957 members 
Mstep: Class 11 contains 7177 members 
Mstep: Class 12 contains 44364 members 
Mstep: Class 13 contains 44318 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26949 members 
Mstep: Class 16 contains 35717 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 30873 members 
Mstep: Class 19 contains 40521 members 
Mstep: Class 20 contains 828 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662408.000000 Penalty: 79037.695312
Iteration 102Q: 25 clusters Score -1.066624e+08 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 26734 members 
Mstep: Class 3 contains 33873 members 
Mstep: Class 4 contains 43050 members 
Mstep: Class 5 contains 44008 members 
Mstep: Class 6 contains 28323 members 
Mstep: Class 7 contains 37474 members 
Mstep: Class 8 contains 44820 members 
Mstep: Class 9 contains 44335 members 
Mstep: Class 10 contains 44982 members 
Mstep: Class 11 contains 7183 members 
Mstep: Class 12 contains 44369 members 
Mstep: Class 13 contains 44354 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26904 members 
Mstep: Class 16 contains 35739 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 31277 members 
Mstep: Class 19 contains 40260 members 
Mstep: Class 20 contains 828 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662088.000000 Penalty: 79037.695312
Iteration 103Q: 25 clusters Score -1.066621e+08 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 26333 members 
Mstep: Class 3 contains 33149 members 
Mstep: Class 4 contains 42951 members 
Mstep: Class 5 contains 44118 members 
Mstep: Class 6 contains 28297 members 
Mstep: Class 7 contains 38271 members 
Mstep: Class 8 contains 44853 members 
Mstep: Class 9 contains 44345 members 
Mstep: Class 10 contains 45022 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 44376 members 
Mstep: Class 13 contains 44453 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26877 members 
Mstep: Class 16 contains 35726 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 31702 members 
Mstep: Class 19 contains 40031 members 
Mstep: Class 20 contains 828 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662528.000000 Penalty: 79037.695312
Iteration 104Q: 25 clusters Score -1.066625e+08 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 25932 members 
Mstep: Class 3 contains 32380 members 
Mstep: Class 4 contains 42862 members 
Mstep: Class 5 contains 44278 members 
Mstep: Class 6 contains 28233 members 
Mstep: Class 7 contains 39050 members 
Mstep: Class 8 contains 44932 members 
Mstep: Class 9 contains 44365 members 
Mstep: Class 10 contains 45081 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 44392 members 
Mstep: Class 13 contains 44537 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26858 members 
Mstep: Class 16 contains 35724 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 32131 members 
Mstep: Class 19 contains 39750 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662576.000000 Penalty: 79037.695312
Iteration 105Q: 25 clusters Score -1.066626e+08 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 25570 members 
Mstep: Class 3 contains 31663 members 
Mstep: Class 4 contains 42764 members 
Mstep: Class 5 contains 44443 members 
Mstep: Class 6 contains 28201 members 
Mstep: Class 7 contains 39765 members 
Mstep: Class 8 contains 45059 members 
Mstep: Class 9 contains 44333 members 
Mstep: Class 10 contains 45155 members 
Mstep: Class 11 contains 7195 members 
Mstep: Class 12 contains 44381 members 
Mstep: Class 13 contains 44595 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26818 members 
Mstep: Class 16 contains 35715 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 39436 members 
Mstep: Class 20 contains 826 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662480.000000 Penalty: 79037.695312
Iteration 106Q: 25 clusters Score -1.066625e+08 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 25211 members 
Mstep: Class 3 contains 30941 members 
Mstep: Class 4 contains 42663 members 
Mstep: Class 5 contains 44600 members 
Mstep: Class 6 contains 28199 members 
Mstep: Class 7 contains 40437 members 
Mstep: Class 8 contains 45136 members 
Mstep: Class 9 contains 44327 members 
Mstep: Class 10 contains 45173 members 
Mstep: Class 11 contains 7197 members 
Mstep: Class 12 contains 44448 members 
Mstep: Class 13 contains 44689 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 35662 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 33096 members 
Mstep: Class 19 contains 39114 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662640.000000 Penalty: 79037.695312
Iteration 107Q: 25 clusters Score -1.066626e+08 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 24847 members 
Mstep: Class 3 contains 30172 members 
Mstep: Class 4 contains 42597 members 
Mstep: Class 5 contains 44757 members 
Mstep: Class 6 contains 28179 members 
Mstep: Class 7 contains 41071 members 
Mstep: Class 8 contains 45232 members 
Mstep: Class 9 contains 44271 members 
Mstep: Class 10 contains 45231 members 
Mstep: Class 11 contains 7206 members 
Mstep: Class 12 contains 44545 members 
Mstep: Class 13 contains 44780 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26768 members 
Mstep: Class 16 contains 35652 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 33631 members 
Mstep: Class 19 contains 38752 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663008.000000 Penalty: 79037.695312
Iteration 108Q: 25 clusters Score -1.06663e+08 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 24493 members 
Mstep: Class 3 contains 29389 members 
Mstep: Class 4 contains 42523 members 
Mstep: Class 5 contains 44929 members 
Mstep: Class 6 contains 28159 members 
Mstep: Class 7 contains 41709 members 
Mstep: Class 8 contains 45326 members 
Mstep: Class 9 contains 44169 members 
Mstep: Class 10 contains 45327 members 
Mstep: Class 11 contains 7221 members 
Mstep: Class 12 contains 44587 members 
Mstep: Class 13 contains 44889 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26719 members 
Mstep: Class 16 contains 35609 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 34193 members 
Mstep: Class 19 contains 38450 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663392.000000 Penalty: 79037.695312
Iteration 109Q: 25 clusters Score -1.066634e+08 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 24133 members 
Mstep: Class 3 contains 28707 members 
Mstep: Class 4 contains 42455 members 
Mstep: Class 5 contains 45087 members 
Mstep: Class 6 contains 28171 members 
Mstep: Class 7 contains 42183 members 
Mstep: Class 8 contains 45454 members 
Mstep: Class 9 contains 44026 members 
Mstep: Class 10 contains 45336 members 
Mstep: Class 11 contains 7228 members 
Mstep: Class 12 contains 44686 members 
Mstep: Class 13 contains 44996 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26698 members 
Mstep: Class 16 contains 35617 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 34799 members 
Mstep: Class 19 contains 38116 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663784.000000 Penalty: 79037.695312
Iteration 110Q: 25 clusters Score -1.066638e+08 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 23762 members 
Mstep: Class 3 contains 28155 members 
Mstep: Class 4 contains 42396 members 
Mstep: Class 5 contains 45276 members 
Mstep: Class 6 contains 28140 members 
Mstep: Class 7 contains 42632 members 
Mstep: Class 8 contains 45577 members 
Mstep: Class 9 contains 43817 members 
Mstep: Class 10 contains 45332 members 
Mstep: Class 11 contains 7237 members 
Mstep: Class 12 contains 44793 members 
Mstep: Class 13 contains 45121 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26666 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 35367 members 
Mstep: Class 19 contains 37797 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664112.000000 Penalty: 79037.695312
Iteration 111Q: 25 clusters Score -1.066641e+08 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 23418 members 
Mstep: Class 3 contains 27661 members 
Mstep: Class 4 contains 42319 members 
Mstep: Class 5 contains 45474 members 
Mstep: Class 6 contains 28101 members 
Mstep: Class 7 contains 43057 members 
Mstep: Class 8 contains 45698 members 
Mstep: Class 9 contains 43599 members 
Mstep: Class 10 contains 45311 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 44924 members 
Mstep: Class 13 contains 45209 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26633 members 
Mstep: Class 16 contains 35615 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 35972 members 
Mstep: Class 19 contains 37468 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664296.000000 Penalty: 79037.695312
Iteration 112Q: 25 clusters Score -1.066643e+08 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 23071 members 
Mstep: Class 3 contains 27250 members 
Mstep: Class 4 contains 42265 members 
Mstep: Class 5 contains 45677 members 
Mstep: Class 6 contains 28063 members 
Mstep: Class 7 contains 43471 members 
Mstep: Class 8 contains 45689 members 
Mstep: Class 9 contains 43374 members 
Mstep: Class 10 contains 45236 members 
Mstep: Class 11 contains 7233 members 
Mstep: Class 12 contains 45073 members 
Mstep: Class 13 contains 45328 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26613 members 
Mstep: Class 16 contains 35590 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 36627 members 
Mstep: Class 19 contains 37131 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664464.000000 Penalty: 79037.695312
Iteration 113Q: 25 clusters Score -1.066645e+08 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22725 members 
Mstep: Class 3 contains 26962 members 
Mstep: Class 4 contains 42206 members 
Mstep: Class 5 contains 45894 members 
Mstep: Class 6 contains 28068 members 
Mstep: Class 7 contains 43759 members 
Mstep: Class 8 contains 45762 members 
Mstep: Class 9 contains 43123 members 
Mstep: Class 10 contains 45143 members 
Mstep: Class 11 contains 7244 members 
Mstep: Class 12 contains 45213 members 
Mstep: Class 13 contains 45443 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26593 members 
Mstep: Class 16 contains 35526 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 37245 members 
Mstep: Class 19 contains 36786 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665168.000000 Penalty: 79037.695312
Iteration 114Q: 25 clusters Score -1.066652e+08 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22399 members 
Mstep: Class 3 contains 26730 members 
Mstep: Class 4 contains 42187 members 
Mstep: Class 5 contains 46074 members 
Mstep: Class 6 contains 28106 members 
Mstep: Class 7 contains 43871 members 
Mstep: Class 8 contains 45854 members 
Mstep: Class 9 contains 42899 members 
Mstep: Class 10 contains 45062 members 
Mstep: Class 11 contains 7253 members 
Mstep: Class 12 contains 45353 members 
Mstep: Class 13 contains 45563 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26568 members 
Mstep: Class 16 contains 35476 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 37866 members 
Mstep: Class 19 contains 36430 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664768.000000 Penalty: 79037.695312
Iteration 115Q: 25 clusters Score -1.066648e+08 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22094 members 
Mstep: Class 3 contains 26612 members 
Mstep: Class 4 contains 42182 members 
Mstep: Class 5 contains 46125 members 
Mstep: Class 6 contains 28175 members 
Mstep: Class 7 contains 43942 members 
Mstep: Class 8 contains 45912 members 
Mstep: Class 9 contains 42736 members 
Mstep: Class 10 contains 44911 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 45488 members 
Mstep: Class 13 contains 45655 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26539 members 
Mstep: Class 16 contains 35459 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 38505 members 
Mstep: Class 19 contains 36090 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664968.000000 Penalty: 79037.695312
Iteration 116Q: 25 clusters Score -1.06665e+08 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21775 members 
Mstep: Class 3 contains 26508 members 
Mstep: Class 4 contains 42175 members 
Mstep: Class 5 contains 46193 members 
Mstep: Class 6 contains 28285 members 
Mstep: Class 7 contains 43875 members 
Mstep: Class 8 contains 45957 members 
Mstep: Class 9 contains 42604 members 
Mstep: Class 10 contains 44778 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 45616 members 
Mstep: Class 13 contains 45736 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26524 members 
Mstep: Class 16 contains 35453 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 39134 members 
Mstep: Class 19 contains 35804 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665240.000000 Penalty: 79037.695312
Iteration 117Q: 25 clusters Score -1.066652e+08 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21432 members 
Mstep: Class 3 contains 26430 members 
Mstep: Class 4 contains 42166 members 
Mstep: Class 5 contains 46309 members 
Mstep: Class 6 contains 28340 members 
Mstep: Class 7 contains 43727 members 
Mstep: Class 8 contains 45990 members 
Mstep: Class 9 contains 42494 members 
Mstep: Class 10 contains 44744 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 45693 members 
Mstep: Class 13 contains 45885 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26528 members 
Mstep: Class 16 contains 35441 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 39709 members 
Mstep: Class 19 contains 35517 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665424.000000 Penalty: 79037.695312
Iteration 118Q: 25 clusters Score -1.066654e+08 nChanged 4809
Entering ConstructFrom: 
Score: -106665424.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (2386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Entering Unmasked Estep 
Score: -408618.125000 Penalty: 1928.788696
	Iteration 0F: 2 clusters Score -408618.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -405812.468750 Penalty: 3857.577393
	Iteration 0F: 3 clusters Score -405812.5 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -406520.000000 Penalty: 3857.577393
	Iteration 1F: 3 clusters Score -406520 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -406836.218750 Penalty: 3857.577393
	Iteration 2F: 3 clusters Score -406836.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -407068.218750 Penalty: 3857.577393
	Iteration 3F: 3 clusters Score -407068.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -407216.656250 Penalty: 3857.577393
	Iteration 4F: 3 clusters Score -407216.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -407303.031250 Penalty: 3857.577393
	Iteration 5Q: 3 clusters Score -407303 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -407361.625000 Penalty: 3857.577393
	Iteration 6Q: 3 clusters Score -407361.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -407418.031250 Penalty: 3857.577393
	Iteration 7Q: 3 clusters Score -407418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -407445.468750 Penalty: 3857.577393
	Iteration 8Q: 3 clusters Score -407445.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -407465.093750 Penalty: 3857.577393
	Iteration 9Q: 3 clusters Score -407465.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -407491.000000 Penalty: 3857.577393
	Iteration 10Q: 3 clusters Score -407491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -407515.812500 Penalty: 3857.577393
	Iteration 11Q: 3 clusters Score -407515.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -407544.906250 Penalty: 3857.577393
	Iteration 12Q: 3 clusters Score -407544.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -407588.718750 Penalty: 3857.577393
	Iteration 13Q: 3 clusters Score -407588.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -407637.125000 Penalty: 3857.577393
	Iteration 14Q: 3 clusters Score -407637.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -407665.593750 Penalty: 3857.577393
	Iteration 15Q: 3 clusters Score -407665.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -407692.781250 Penalty: 3857.577393
	Iteration 16Q: 3 clusters Score -407692.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -407714.062500 Penalty: 3857.577393
	Iteration 17Q: 3 clusters Score -407714.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -407727.875000 Penalty: 3857.577393
	Iteration 18Q: 3 clusters Score -407727.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -407743.000000 Penalty: 3857.577393
	Iteration 19Q: 3 clusters Score -407743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -407749.937500 Penalty: 3857.577393
	Iteration 20F: 3 clusters Score -407749.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -407755.062500 Penalty: 3857.577393
	Iteration 21Q: 3 clusters Score -407755.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -407761.375000 Penalty: 3857.577393
	Iteration 22Q: 3 clusters Score -407761.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -407766.093750 Penalty: 3857.577393
	Iteration 23Q: 3 clusters Score -407766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -407768.875000 Penalty: 3857.577393
	Iteration 24Q: 3 clusters Score -407768.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -407771.156250 Penalty: 3857.577393
	Iteration 25Q: 3 clusters Score -407771.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -407776.500000 Penalty: 3857.577393
	Iteration 26Q: 3 clusters Score -407776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -407780.750000 Penalty: 3857.577393
	Iteration 27Q: 3 clusters Score -407780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -407788.312500 Penalty: 3857.577393
	Iteration 28Q: 3 clusters Score -407788.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -407796.562500 Penalty: 3857.577393
	Iteration 29Q: 3 clusters Score -407796.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -407803.250000 Penalty: 3857.577393
	Iteration 30Q: 3 clusters Score -407803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -407808.968750 Penalty: 3857.577393
	Iteration 31Q: 3 clusters Score -407809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -407810.187500 Penalty: 3857.577393
	Iteration 32Q: 3 clusters Score -407810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -407811.062500 Penalty: 3857.577393
	Iteration 33Q: 3 clusters Score -407811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -407811.218750 Penalty: 3857.577393
	Iteration 34Q: 3 clusters Score -407811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -407811.218750 Penalty: 3857.577393
	Iteration 35F: 3 clusters Score -407811.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Entering Unmasked Estep 
Score: -3876305.750000 Penalty: 2468.813477
	Iteration 0F: 2 clusters Score -3876306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3861506.500000 Penalty: 4937.626953
	Iteration 0F: 3 clusters Score -3861506 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3866501.500000 Penalty: 4937.626953
	Iteration 1F: 3 clusters Score -3866502 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3866983.750000 Penalty: 4937.626953
	Iteration 2F: 3 clusters Score -3866984 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3867432.750000 Penalty: 4937.626953
	Iteration 3F: 3 clusters Score -3867433 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3867954.000000 Penalty: 4937.626953
	Iteration 4Q: 3 clusters Score -3867954 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3868694.750000 Penalty: 4937.626953
	Iteration 5F: 3 clusters Score -3868695 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3869602.750000 Penalty: 4937.626953
	Iteration 6F: 3 clusters Score -3869603 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3870664.500000 Penalty: 4937.626953
	Iteration 7F: 3 clusters Score -3870664 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3871802.500000 Penalty: 4937.626953
	Iteration 8F: 3 clusters Score -3871802 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3872783.500000 Penalty: 4937.626953
	Iteration 9Q: 3 clusters Score -3872784 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3873378.000000 Penalty: 4937.626953
	Iteration 10Q: 3 clusters Score -3873378 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3873707.500000 Penalty: 4937.626953
	Iteration 11Q: 3 clusters Score -3873708 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3873883.750000 Penalty: 4937.626953
	Iteration 12Q: 3 clusters Score -3873884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3873968.000000 Penalty: 4937.626953
	Iteration 13Q: 3 clusters Score -3873968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3874006.250000 Penalty: 4937.626953
	Iteration 14Q: 3 clusters Score -3874006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3874041.250000 Penalty: 4937.626953
	Iteration 15Q: 3 clusters Score -3874041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3874072.750000 Penalty: 4937.626953
	Iteration 16Q: 3 clusters Score -3874073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3874086.250000 Penalty: 4937.626953
	Iteration 17Q: 3 clusters Score -3874086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3874089.750000 Penalty: 4937.626953
	Iteration 18Q: 3 clusters Score -3874090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3874096.000000 Penalty: 4937.626953
	Iteration 19Q: 3 clusters Score -3874096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3874099.500000 Penalty: 4937.626953
	Iteration 20F: 3 clusters Score -3874100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3874103.000000 Penalty: 4937.626953
	Iteration 21Q: 3 clusters Score -3874103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3874105.250000 Penalty: 4937.626953
	Iteration 22Q: 3 clusters Score -3874105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3874112.000000 Penalty: 4937.626953
	Iteration 23Q: 3 clusters Score -3874112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3874120.500000 Penalty: 4937.626953
	Iteration 24Q: 3 clusters Score -3874120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3874120.500000 Penalty: 4937.626953
	Iteration 25Q: 3 clusters Score -3874120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3874124.750000 Penalty: 4937.626953
	Iteration 26Q: 3 clusters Score -3874125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3874126.500000 Penalty: 4937.626953
	Iteration 27Q: 3 clusters Score -3874126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3874126.500000 Penalty: 4937.626953
	Iteration 28F: 3 clusters Score -3874126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Entering Unmasked Estep 
Score: -4876554.500000 Penalty: 2524.692139
	Iteration 0F: 2 clusters Score -4876554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -4858328.500000 Penalty: 5049.384277
	Iteration 0F: 3 clusters Score -4858328 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -4864640.000000 Penalty: 5049.384277
	Iteration 1F: 3 clusters Score -4864640 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4865114.500000 Penalty: 5049.384277
	Iteration 2Q: 3 clusters Score -4865114 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -4865517.000000 Penalty: 5049.384277
	Iteration 3Q: 3 clusters Score -4865517 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -4865863.500000 Penalty: 5049.384277
	Iteration 4Q: 3 clusters Score -4865864 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -4866225.000000 Penalty: 5049.384277
	Iteration 5Q: 3 clusters Score -4866225 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -4866636.000000 Penalty: 5049.384277
	Iteration 6Q: 3 clusters Score -4866636 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4867085.500000 Penalty: 5049.384277
	Iteration 7Q: 3 clusters Score -4867086 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -4867650.500000 Penalty: 5049.384277
	Iteration 8Q: 3 clusters Score -4867650 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -4868337.500000 Penalty: 5049.384277
	Iteration 9Q: 3 clusters Score -4868338 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -4869207.000000 Penalty: 5049.384277
	Iteration 10F: 3 clusters Score -4869207 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -4870145.500000 Penalty: 5049.384277
	Iteration 11F: 3 clusters Score -4870146 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4871127.000000 Penalty: 5049.384277
	Iteration 12F: 3 clusters Score -4871127 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -4871743.500000 Penalty: 5049.384277
	Iteration 13Q: 3 clusters Score -4871744 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -4872035.500000 Penalty: 5049.384277
	Iteration 14Q: 3 clusters Score -4872036 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -4872163.500000 Penalty: 5049.384277
	Iteration 15Q: 3 clusters Score -4872164 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4872239.500000 Penalty: 5049.384277
	Iteration 16Q: 3 clusters Score -4872240 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -4872327.000000 Penalty: 5049.384277
	Iteration 17Q: 3 clusters Score -4872327 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4872405.500000 Penalty: 5049.384277
	Iteration 18Q: 3 clusters Score -4872406 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4872471.000000 Penalty: 5049.384277
	Iteration 19Q: 3 clusters Score -4872471 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4872547.000000 Penalty: 5049.384277
	Iteration 20F: 3 clusters Score -4872547 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -4872593.500000 Penalty: 5049.384277
	Iteration 21Q: 3 clusters Score -4872594 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -4872659.500000 Penalty: 5049.384277
	Iteration 22Q: 3 clusters Score -4872660 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -4872699.500000 Penalty: 5049.384277
	Iteration 23Q: 3 clusters Score -4872700 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4872738.500000 Penalty: 5049.384277
	Iteration 24Q: 3 clusters Score -4872738 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -4872793.500000 Penalty: 5049.384277
	Iteration 25Q: 3 clusters Score -4872794 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -4872849.500000 Penalty: 5049.384277
	Iteration 26Q: 3 clusters Score -4872850 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -4872891.500000 Penalty: 5049.384277
	Iteration 27Q: 3 clusters Score -4872892 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -4872963.500000 Penalty: 5049.384277
	Iteration 28Q: 3 clusters Score -4872964 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -4873008.500000 Penalty: 5049.384277
	Iteration 29Q: 3 clusters Score -4873008 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -4873068.500000 Penalty: 5049.384277
	Iteration 30Q: 3 clusters Score -4873068 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -4873106.000000 Penalty: 5049.384277
	Iteration 31Q: 3 clusters Score -4873106 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -4873164.500000 Penalty: 5049.384277
	Iteration 32Q: 3 clusters Score -4873164 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -4873179.000000 Penalty: 5049.384277
	Iteration 33Q: 3 clusters Score -4873179 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -4873223.000000 Penalty: 5049.384277
	Iteration 34Q: 3 clusters Score -4873223 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4873258.500000 Penalty: 5049.384277
	Iteration 35Q: 3 clusters Score -4873258 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -4873315.500000 Penalty: 5049.384277
	Iteration 36Q: 3 clusters Score -4873316 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -4873367.500000 Penalty: 5049.384277
	Iteration 37Q: 3 clusters Score -4873368 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -4873412.000000 Penalty: 5049.384277
	Iteration 38Q: 3 clusters Score -4873412 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -4873466.000000 Penalty: 5049.384277
	Iteration 39Q: 3 clusters Score -4873466 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -4873501.000000 Penalty: 5049.384277
	Iteration 40F: 3 clusters Score -4873501 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -4873542.000000 Penalty: 5049.384277
	Iteration 41Q: 3 clusters Score -4873542 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4873578.000000 Penalty: 5049.384277
	Iteration 42Q: 3 clusters Score -4873578 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -4873619.500000 Penalty: 5049.384277
	Iteration 43Q: 3 clusters Score -4873620 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -4873646.000000 Penalty: 5049.384277
	Iteration 44Q: 3 clusters Score -4873646 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4873674.000000 Penalty: 5049.384277
	Iteration 45Q: 3 clusters Score -4873674 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -4873714.500000 Penalty: 5049.384277
	Iteration 46Q: 3 clusters Score -4873714 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -4873759.000000 Penalty: 5049.384277
	Iteration 47Q: 3 clusters Score -4873759 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -4873809.500000 Penalty: 5049.384277
	Iteration 48Q: 3 clusters Score -4873810 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -4873855.000000 Penalty: 5049.384277
	Iteration 49Q: 3 clusters Score -4873855 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4873876.500000 Penalty: 5049.384277
	Iteration 50Q: 3 clusters Score -4873876 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4873924.500000 Penalty: 5049.384277
	Iteration 51Q: 3 clusters Score -4873924 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4873964.000000 Penalty: 5049.384277
	Iteration 52Q: 3 clusters Score -4873964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4874013.500000 Penalty: 5049.384277
	Iteration 53Q: 3 clusters Score -4874014 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -4874051.500000 Penalty: 5049.384277
	Iteration 54Q: 3 clusters Score -4874052 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4874066.000000 Penalty: 5049.384277
	Iteration 55Q: 3 clusters Score -4874066 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4874083.500000 Penalty: 5049.384277
	Iteration 56Q: 3 clusters Score -4874084 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4874131.000000 Penalty: 5049.384277
	Iteration 57Q: 3 clusters Score -4874131 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4874156.500000 Penalty: 5049.384277
	Iteration 58Q: 3 clusters Score -4874156 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4874162.000000 Penalty: 5049.384277
	Iteration 59Q: 3 clusters Score -4874162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4874182.500000 Penalty: 5049.384277
	Iteration 60F: 3 clusters Score -4874182 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -4874199.500000 Penalty: 5049.384277
	Iteration 61Q: 3 clusters Score -4874200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -4874219.500000 Penalty: 5049.384277
	Iteration 62Q: 3 clusters Score -4874220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4874231.000000 Penalty: 5049.384277
	Iteration 63Q: 3 clusters Score -4874231 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -4874247.500000 Penalty: 5049.384277
	Iteration 64Q: 3 clusters Score -4874248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4874260.000000 Penalty: 5049.384277
	Iteration 65Q: 3 clusters Score -4874260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4874279.500000 Penalty: 5049.384277
	Iteration 66Q: 3 clusters Score -4874280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4874299.000000 Penalty: 5049.384277
	Iteration 67Q: 3 clusters Score -4874299 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4874320.500000 Penalty: 5049.384277
	Iteration 68Q: 3 clusters Score -4874320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4874343.000000 Penalty: 5049.384277
	Iteration 69Q: 3 clusters Score -4874343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4874356.500000 Penalty: 5049.384277
	Iteration 70Q: 3 clusters Score -4874356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4874356.000000 Penalty: 5049.384277
	Iteration 71Q: 3 clusters Score -4874356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4874366.000000 Penalty: 5049.384277
	Iteration 72Q: 3 clusters Score -4874366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4874375.500000 Penalty: 5049.384277
	Iteration 73Q: 3 clusters Score -4874376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4874370.500000 Penalty: 5049.384277
	Iteration 74Q: 3 clusters Score -4874370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4874394.000000 Penalty: 5049.384277
	Iteration 75Q: 3 clusters Score -4874394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4874402.500000 Penalty: 5049.384277
	Iteration 76Q: 3 clusters Score -4874402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4874410.000000 Penalty: 5049.384277
	Iteration 77Q: 3 clusters Score -4874410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4874420.000000 Penalty: 5049.384277
	Iteration 78Q: 3 clusters Score -4874420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4874421.500000 Penalty: 5049.384277
	Iteration 79Q: 3 clusters Score -4874422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4874446.500000 Penalty: 5049.384277
	Iteration 80F: 3 clusters Score -4874446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4874440.500000 Penalty: 5049.384277
	Iteration 81Q: 3 clusters Score -4874440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4874460.500000 Penalty: 5049.384277
	Iteration 82Q: 3 clusters Score -4874460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4874471.000000 Penalty: 5049.384277
	Iteration 83Q: 3 clusters Score -4874471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4874471.000000 Penalty: 5049.384277
	Iteration 84Q: 3 clusters Score -4874471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4874483.500000 Penalty: 5049.384277
	Iteration 85Q: 3 clusters Score -4874484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4874487.000000 Penalty: 5049.384277
	Iteration 86Q: 3 clusters Score -4874487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4874489.500000 Penalty: 5049.384277
	Iteration 87Q: 3 clusters Score -4874490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4874493.500000 Penalty: 5049.384277
	Iteration 88Q: 3 clusters Score -4874494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4874497.000000 Penalty: 5049.384277
	Iteration 89Q: 3 clusters Score -4874497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4874517.500000 Penalty: 5049.384277
	Iteration 90Q: 3 clusters Score -4874518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4874527.500000 Penalty: 5049.384277
	Iteration 91Q: 3 clusters Score -4874528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4874531.000000 Penalty: 5049.384277
	Iteration 92Q: 3 clusters Score -4874531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4874539.500000 Penalty: 5049.384277
	Iteration 93Q: 3 clusters Score -4874540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4874546.500000 Penalty: 5049.384277
	Iteration 94Q: 3 clusters Score -4874546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4874539.500000 Penalty: 5049.384277
	Iteration 95Q: 3 clusters Score -4874540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4874543.000000 Penalty: 5049.384277
	Iteration 96Q: 3 clusters Score -4874543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4874540.500000 Penalty: 5049.384277
	Iteration 97Q: 3 clusters Score -4874540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4874548.000000 Penalty: 5049.384277
	Iteration 98Q: 3 clusters Score -4874548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4874547.000000 Penalty: 5049.384277
	Iteration 99Q: 3 clusters Score -4874547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4874552.000000 Penalty: 5049.384277
	Iteration 100F: 3 clusters Score -4874552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4874551.000000 Penalty: 5049.384277
	Iteration 101Q: 3 clusters Score -4874551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4874552.000000 Penalty: 5049.384277
	Iteration 102Q: 3 clusters Score -4874552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4874552.000000 Penalty: 5049.384277
	Iteration 103Q: 3 clusters Score -4874552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4874553.500000 Penalty: 5049.384277
	Iteration 104Q: 3 clusters Score -4874554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4874553.000000 Penalty: 5049.384277
	Iteration 105Q: 3 clusters Score -4874553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4874553.500000 Penalty: 5049.384277
	Iteration 106Q: 3 clusters Score -4874554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4874552.000000 Penalty: 5049.384277
	Iteration 107Q: 3 clusters Score -4874552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4874549.500000 Penalty: 5049.384277
	Iteration 108Q: 3 clusters Score -4874550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4874544.500000 Penalty: 5049.384277
	Iteration 109Q: 3 clusters Score -4874544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4874552.500000 Penalty: 5049.384277
	Iteration 110Q: 3 clusters Score -4874552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4874552.500000 Penalty: 5049.384277
	Iteration 111F: 3 clusters Score -4874552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Entering Unmasked Estep 
Score: -7756988.500000 Penalty: 2641.149414
	Iteration 0F: 2 clusters Score -7756988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -7728669.000000 Penalty: 5282.298828
	Iteration 0F: 3 clusters Score -7728669 nChanged 19465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -7739159.000000 Penalty: 5282.298828
	Iteration 1F: 3 clusters Score -7739159 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -7739610.500000 Penalty: 5282.298828
	Iteration 2Q: 3 clusters Score -7739610 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -7740034.000000 Penalty: 5282.298828
	Iteration 3Q: 3 clusters Score -7740034 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -7740451.000000 Penalty: 5282.298828
	Iteration 4Q: 3 clusters Score -7740451 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -7740858.500000 Penalty: 5282.298828
	Iteration 5Q: 3 clusters Score -7740858 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -7741541.000000 Penalty: 5282.298828
	Iteration 6Q: 3 clusters Score -7741541 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -7742609.500000 Penalty: 5282.298828
	Iteration 7Q: 3 clusters Score -7742610 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -7744310.500000 Penalty: 5282.298828
	Iteration 8F: 3 clusters Score -7744310 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -7746804.500000 Penalty: 5282.298828
	Iteration 9F: 3 clusters Score -7746804 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -7749662.500000 Penalty: 5282.298828
	Iteration 10F: 3 clusters Score -7749662 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -7752218.500000 Penalty: 5282.298828
	Iteration 11F: 3 clusters Score -7752218 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -7753620.500000 Penalty: 5282.298828
	Iteration 12Q: 3 clusters Score -7753620 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7754156.000000 Penalty: 5282.298828
	Iteration 13Q: 3 clusters Score -7754156 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -7754397.000000 Penalty: 5282.298828
	Iteration 14Q: 3 clusters Score -7754397 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -7754488.000000 Penalty: 5282.298828
	Iteration 15Q: 3 clusters Score -7754488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -7754550.500000 Penalty: 5282.298828
	Iteration 16Q: 3 clusters Score -7754550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -7754583.500000 Penalty: 5282.298828
	Iteration 17Q: 3 clusters Score -7754584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -7754608.000000 Penalty: 5282.298828
	Iteration 18Q: 3 clusters Score -7754608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -7754619.000000 Penalty: 5282.298828
	Iteration 19Q: 3 clusters Score -7754619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -7754626.000000 Penalty: 5282.298828
	Iteration 20F: 3 clusters Score -7754626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -7754633.500000 Penalty: 5282.298828
	Iteration 21Q: 3 clusters Score -7754634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -7754642.500000 Penalty: 5282.298828
	Iteration 22Q: 3 clusters Score -7754642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -7754661.000000 Penalty: 5282.298828
	Iteration 23Q: 3 clusters Score -7754661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -7754667.000000 Penalty: 5282.298828
	Iteration 24Q: 3 clusters Score -7754667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -7754661.000000 Penalty: 5282.298828
	Iteration 25Q: 3 clusters Score -7754661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -7754661.000000 Penalty: 5282.298828
	Iteration 26F: 3 clusters Score -7754661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Entering Unmasked Estep 
Score: -8646538.000000 Penalty: 2664.656006
	Iteration 0F: 2 clusters Score -8646538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -8617266.000000 Penalty: 5329.312012
	Iteration 0F: 3 clusters Score -8617266 nChanged 21189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -8628888.000000 Penalty: 5329.312012
	Iteration 1F: 3 clusters Score -8628888 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -8629516.000000 Penalty: 5329.312012
	Iteration 2Q: 3 clusters Score -8629516 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -8630342.000000 Penalty: 5329.312012
	Iteration 3Q: 3 clusters Score -8630342 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -8631555.000000 Penalty: 5329.312012
	Iteration 4F: 3 clusters Score -8631555 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -8633493.000000 Penalty: 5329.312012
	Iteration 5F: 3 clusters Score -8633493 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -8636468.000000 Penalty: 5329.312012
	Iteration 6F: 3 clusters Score -8636468 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -8639978.000000 Penalty: 5329.312012
	Iteration 7F: 3 clusters Score -8639978 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -8642555.000000 Penalty: 5329.312012
	Iteration 8F: 3 clusters Score -8642555 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8643597.000000 Penalty: 5329.312012
	Iteration 9Q: 3 clusters Score -8643597 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -8643948.000000 Penalty: 5329.312012
	Iteration 10Q: 3 clusters Score -8643948 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -8644111.000000 Penalty: 5329.312012
	Iteration 11Q: 3 clusters Score -8644111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8644177.000000 Penalty: 5329.312012
	Iteration 12Q: 3 clusters Score -8644177 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -8644226.000000 Penalty: 5329.312012
	Iteration 13Q: 3 clusters Score -8644226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -8644250.000000 Penalty: 5329.312012
	Iteration 14Q: 3 clusters Score -8644250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -8644274.000000 Penalty: 5329.312012
	Iteration 15Q: 3 clusters Score -8644274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -8644274.000000 Penalty: 5329.312012
	Iteration 16Q: 3 clusters Score -8644274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -8644274.000000 Penalty: 5329.312012
	Iteration 17F: 3 clusters Score -8644274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Entering Unmasked Estep 
Score: -5262405.500000 Penalty: 2543.036621
	Iteration 0F: 2 clusters Score -5262406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5243107.500000 Penalty: 5086.073242
	Iteration 0F: 3 clusters Score -5243108 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -5250255.000000 Penalty: 5086.073242
	Iteration 1F: 3 clusters Score -5250255 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -5251228.500000 Penalty: 5086.073242
	Iteration 2F: 3 clusters Score -5251228 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -5252487.500000 Penalty: 5086.073242
	Iteration 3F: 3 clusters Score -5252488 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5254054.500000 Penalty: 5086.073242
	Iteration 4F: 3 clusters Score -5254054 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -5255837.500000 Penalty: 5086.073242
	Iteration 5F: 3 clusters Score -5255838 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -5257604.000000 Penalty: 5086.073242
	Iteration 6F: 3 clusters Score -5257604 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -5259031.500000 Penalty: 5086.073242
	Iteration 7F: 3 clusters Score -5259032 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -5259774.500000 Penalty: 5086.073242
	Iteration 8Q: 3 clusters Score -5259774 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5260104.500000 Penalty: 5086.073242
	Iteration 9Q: 3 clusters Score -5260104 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -5260320.500000 Penalty: 5086.073242
	Iteration 10Q: 3 clusters Score -5260320 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -5260518.500000 Penalty: 5086.073242
	Iteration 11Q: 3 clusters Score -5260518 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -5260662.500000 Penalty: 5086.073242
	Iteration 12Q: 3 clusters Score -5260662 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5260797.000000 Penalty: 5086.073242
	Iteration 13Q: 3 clusters Score -5260797 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -5260891.500000 Penalty: 5086.073242
	Iteration 14Q: 3 clusters Score -5260892 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -5260976.500000 Penalty: 5086.073242
	Iteration 15Q: 3 clusters Score -5260976 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -5261026.000000 Penalty: 5086.073242
	Iteration 16Q: 3 clusters Score -5261026 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -5261084.500000 Penalty: 5086.073242
	Iteration 17Q: 3 clusters Score -5261084 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -5261106.500000 Penalty: 5086.073242
	Iteration 18Q: 3 clusters Score -5261106 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -5261138.000000 Penalty: 5086.073242
	Iteration 19Q: 3 clusters Score -5261138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -5261167.500000 Penalty: 5086.073242
	Iteration 20F: 3 clusters Score -5261168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -5261174.000000 Penalty: 5086.073242
	Iteration 21Q: 3 clusters Score -5261174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -5261183.000000 Penalty: 5086.073242
	Iteration 22Q: 3 clusters Score -5261183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -5261202.000000 Penalty: 5086.073242
	Iteration 23Q: 3 clusters Score -5261202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -5261225.500000 Penalty: 5086.073242
	Iteration 24Q: 3 clusters Score -5261226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -5261239.000000 Penalty: 5086.073242
	Iteration 25Q: 3 clusters Score -5261239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -5261251.000000 Penalty: 5086.073242
	Iteration 26Q: 3 clusters Score -5261251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -5261259.500000 Penalty: 5086.073242
	Iteration 27Q: 3 clusters Score -5261260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -5261266.500000 Penalty: 5086.073242
	Iteration 28Q: 3 clusters Score -5261266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -5261270.500000 Penalty: 5086.073242
	Iteration 29Q: 3 clusters Score -5261270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -5261281.000000 Penalty: 5086.073242
	Iteration 30Q: 3 clusters Score -5261281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5261282.000000 Penalty: 5086.073242
	Iteration 31Q: 3 clusters Score -5261282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -5261287.000000 Penalty: 5086.073242
	Iteration 32Q: 3 clusters Score -5261287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -5261298.000000 Penalty: 5086.073242
	Iteration 33Q: 3 clusters Score -5261298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5261310.000000 Penalty: 5086.073242
	Iteration 34Q: 3 clusters Score -5261310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -5261308.000000 Penalty: 5086.073242
	Iteration 35Q: 3 clusters Score -5261308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -5261304.500000 Penalty: 5086.073242
	Iteration 36Q: 3 clusters Score -5261304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -5261312.000000 Penalty: 5086.073242
	Iteration 37Q: 3 clusters Score -5261312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -5261307.500000 Penalty: 5086.073242
	Iteration 38Q: 3 clusters Score -5261308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -5261296.500000 Penalty: 5086.073242
	Iteration 39Q: 3 clusters Score -5261296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5261296.000000 Penalty: 5086.073242
	Iteration 40F: 3 clusters Score -5261296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -5261305.500000 Penalty: 5086.073242
	Iteration 41Q: 3 clusters Score -5261306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -5261313.500000 Penalty: 5086.073242
	Iteration 42Q: 3 clusters Score -5261314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -5261314.500000 Penalty: 5086.073242
	Iteration 43Q: 3 clusters Score -5261314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -5261315.000000 Penalty: 5086.073242
	Iteration 44Q: 3 clusters Score -5261315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -5261311.000000 Penalty: 5086.073242
	Iteration 45Q: 3 clusters Score -5261311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -5261312.000000 Penalty: 5086.073242
	Iteration 46Q: 3 clusters Score -5261312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -5261312.500000 Penalty: 5086.073242
	Iteration 47Q: 3 clusters Score -5261312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -5261312.500000 Penalty: 5086.073242
	Iteration 48Q: 3 clusters Score -5261312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -5261314.000000 Penalty: 5086.073242
	Iteration 49Q: 3 clusters Score -5261314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -5261315.000000 Penalty: 5086.073242
	Iteration 50Q: 3 clusters Score -5261315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -5261316.000000 Penalty: 5086.073242
	Iteration 51Q: 3 clusters Score -5261316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -5261316.000000 Penalty: 5086.073242
	Iteration 52Q: 3 clusters Score -5261316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -5261315.000000 Penalty: 5086.073242
	Iteration 53Q: 3 clusters Score -5261315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -5261317.500000 Penalty: 5086.073242
	Iteration 54Q: 3 clusters Score -5261318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -5261317.500000 Penalty: 5086.073242
	Iteration 55Q: 3 clusters Score -5261318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -5261319.500000 Penalty: 5086.073242
	Iteration 56Q: 3 clusters Score -5261320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -5261319.500000 Penalty: 5086.073242
	Iteration 57F: 3 clusters Score -5261320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Entering Unmasked Estep 
Score: -8087579.500000 Penalty: 2649.269287
	Iteration 0F: 2 clusters Score -8087580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -8058830.500000 Penalty: 5298.538574
	Iteration 0F: 3 clusters Score -8058830 nChanged 20016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -8069769.000000 Penalty: 5298.538574
	Iteration 1F: 3 clusters Score -8069769 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -8070321.500000 Penalty: 5298.538574
	Iteration 2Q: 3 clusters Score -8070322 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -8070703.000000 Penalty: 5298.538574
	Iteration 3Q: 3 clusters Score -8070703 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -8071096.000000 Penalty: 5298.538574
	Iteration 4Q: 3 clusters Score -8071096 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -8071558.000000 Penalty: 5298.538574
	Iteration 5Q: 3 clusters Score -8071558 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -8072011.500000 Penalty: 5298.538574
	Iteration 6Q: 3 clusters Score -8072012 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -8072645.500000 Penalty: 5298.538574
	Iteration 7Q: 3 clusters Score -8072646 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -8073483.000000 Penalty: 5298.538574
	Iteration 8Q: 3 clusters Score -8073483 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -8074577.000000 Penalty: 5298.538574
	Iteration 9Q: 3 clusters Score -8074577 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -8075910.000000 Penalty: 5298.538574
	Iteration 10F: 3 clusters Score -8075910 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -8077486.000000 Penalty: 5298.538574
	Iteration 11F: 3 clusters Score -8077486 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -8078924.500000 Penalty: 5298.538574
	Iteration 12Q: 3 clusters Score -8078924 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -8080174.500000 Penalty: 5298.538574
	Iteration 13Q: 3 clusters Score -8080174 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -8081087.000000 Penalty: 5298.538574
	Iteration 14Q: 3 clusters Score -8081087 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -8081684.500000 Penalty: 5298.538574
	Iteration 15Q: 3 clusters Score -8081684 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -8082099.000000 Penalty: 5298.538574
	Iteration 16Q: 3 clusters Score -8082099 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -8082387.000000 Penalty: 5298.538574
	Iteration 17Q: 3 clusters Score -8082387 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -8082642.000000 Penalty: 5298.538574
	Iteration 18Q: 3 clusters Score -8082642 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -8082876.000000 Penalty: 5298.538574
	Iteration 19Q: 3 clusters Score -8082876 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -8083063.500000 Penalty: 5298.538574
	Iteration 20F: 3 clusters Score -8083064 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8083263.500000 Penalty: 5298.538574
	Iteration 21Q: 3 clusters Score -8083264 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8083406.000000 Penalty: 5298.538574
	Iteration 22Q: 3 clusters Score -8083406 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -8083527.500000 Penalty: 5298.538574
	Iteration 23Q: 3 clusters Score -8083528 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -8083725.500000 Penalty: 5298.538574
	Iteration 24Q: 3 clusters Score -8083726 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8083878.000000 Penalty: 5298.538574
	Iteration 25Q: 3 clusters Score -8083878 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -8084039.500000 Penalty: 5298.538574
	Iteration 26Q: 3 clusters Score -8084040 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8084217.000000 Penalty: 5298.538574
	Iteration 27Q: 3 clusters Score -8084217 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8084343.000000 Penalty: 5298.538574
	Iteration 28Q: 3 clusters Score -8084343 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8084450.000000 Penalty: 5298.538574
	Iteration 29Q: 3 clusters Score -8084450 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8084578.000000 Penalty: 5298.538574
	Iteration 30Q: 3 clusters Score -8084578 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8084651.500000 Penalty: 5298.538574
	Iteration 31Q: 3 clusters Score -8084652 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8084728.500000 Penalty: 5298.538574
	Iteration 32Q: 3 clusters Score -8084728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8084783.000000 Penalty: 5298.538574
	Iteration 33Q: 3 clusters Score -8084783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8084847.500000 Penalty: 5298.538574
	Iteration 34Q: 3 clusters Score -8084848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8084893.000000 Penalty: 5298.538574
	Iteration 35Q: 3 clusters Score -8084893 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8084949.000000 Penalty: 5298.538574
	Iteration 36Q: 3 clusters Score -8084949 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8084991.000000 Penalty: 5298.538574
	Iteration 37Q: 3 clusters Score -8084991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8085018.000000 Penalty: 5298.538574
	Iteration 38Q: 3 clusters Score -8085018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8085054.000000 Penalty: 5298.538574
	Iteration 39Q: 3 clusters Score -8085054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8085057.500000 Penalty: 5298.538574
	Iteration 40F: 3 clusters Score -8085058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8085074.000000 Penalty: 5298.538574
	Iteration 41Q: 3 clusters Score -8085074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8085107.500000 Penalty: 5298.538574
	Iteration 42Q: 3 clusters Score -8085108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8085127.000000 Penalty: 5298.538574
	Iteration 43Q: 3 clusters Score -8085127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8085140.500000 Penalty: 5298.538574
	Iteration 44Q: 3 clusters Score -8085140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8085154.000000 Penalty: 5298.538574
	Iteration 45Q: 3 clusters Score -8085154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8085162.000000 Penalty: 5298.538574
	Iteration 46Q: 3 clusters Score -8085162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8085170.000000 Penalty: 5298.538574
	Iteration 47Q: 3 clusters Score -8085170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8085173.500000 Penalty: 5298.538574
	Iteration 48Q: 3 clusters Score -8085174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8085181.000000 Penalty: 5298.538574
	Iteration 49Q: 3 clusters Score -8085181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8085186.500000 Penalty: 5298.538574
	Iteration 50Q: 3 clusters Score -8085186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8085191.500000 Penalty: 5298.538574
	Iteration 51Q: 3 clusters Score -8085192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8085196.500000 Penalty: 5298.538574
	Iteration 52Q: 3 clusters Score -8085196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8085192.500000 Penalty: 5298.538574
	Iteration 53Q: 3 clusters Score -8085192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8085192.000000 Penalty: 5298.538574
	Iteration 54Q: 3 clusters Score -8085192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8085192.000000 Penalty: 5298.538574
	Iteration 55F: 3 clusters Score -8085192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Entering Unmasked Estep 
Score: -8619600.000000 Penalty: 2662.523926
	Iteration 0F: 2 clusters Score -8619600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -8590688.000000 Penalty: 5325.047852
	Iteration 0F: 3 clusters Score -8590688 nChanged 21100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -8602649.000000 Penalty: 5325.047852
	Iteration 1F: 3 clusters Score -8602649 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -8603331.000000 Penalty: 5325.047852
	Iteration 2Q: 3 clusters Score -8603331 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -8604194.000000 Penalty: 5325.047852
	Iteration 3Q: 3 clusters Score -8604194 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -8605324.000000 Penalty: 5325.047852
	Iteration 4F: 3 clusters Score -8605324 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -8606756.000000 Penalty: 5325.047852
	Iteration 5F: 3 clusters Score -8606756 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -8608355.000000 Penalty: 5325.047852
	Iteration 6F: 3 clusters Score -8608355 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -8610102.000000 Penalty: 5325.047852
	Iteration 7F: 3 clusters Score -8610102 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -8611912.000000 Penalty: 5325.047852
	Iteration 8F: 3 clusters Score -8611912 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -8613566.000000 Penalty: 5325.047852
	Iteration 9F: 3 clusters Score -8613566 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -8614807.000000 Penalty: 5325.047852
	Iteration 10Q: 3 clusters Score -8614807 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -8615675.000000 Penalty: 5325.047852
	Iteration 11Q: 3 clusters Score -8615675 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -8616315.000000 Penalty: 5325.047852
	Iteration 12Q: 3 clusters Score -8616315 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8616957.000000 Penalty: 5325.047852
	Iteration 13Q: 3 clusters Score -8616957 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -8617352.000000 Penalty: 5325.047852
	Iteration 14Q: 3 clusters Score -8617352 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8617531.000000 Penalty: 5325.047852
	Iteration 15Q: 3 clusters Score -8617531 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8617692.000000 Penalty: 5325.047852
	Iteration 16Q: 3 clusters Score -8617692 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8617689.000000 Penalty: 5325.047852
	Iteration 17Q: 3 clusters Score -8617689 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8617688.000000 Penalty: 5325.047852
	Iteration 18Q: 3 clusters Score -8617688 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8617668.000000 Penalty: 5325.047852
	Iteration 19Q: 3 clusters Score -8617668 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8617651.000000 Penalty: 5325.047852
	Iteration 20F: 3 clusters Score -8617651 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8617618.000000 Penalty: 5325.047852
	Iteration 21Q: 3 clusters Score -8617618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8617579.000000 Penalty: 5325.047852
	Iteration 22Q: 3 clusters Score -8617579 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8617550.000000 Penalty: 5325.047852
	Iteration 23Q: 3 clusters Score -8617550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8617552.000000 Penalty: 5325.047852
	Iteration 24Q: 3 clusters Score -8617552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8617551.000000 Penalty: 5325.047852
	Iteration 25Q: 3 clusters Score -8617551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8617563.000000 Penalty: 5325.047852
	Iteration 26Q: 3 clusters Score -8617563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8617569.000000 Penalty: 5325.047852
	Iteration 27Q: 3 clusters Score -8617569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8617571.000000 Penalty: 5325.047852
	Iteration 28Q: 3 clusters Score -8617571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8617574.000000 Penalty: 5325.047852
	Iteration 29Q: 3 clusters Score -8617574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8617569.000000 Penalty: 5325.047852
	Iteration 30Q: 3 clusters Score -8617569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8617584.000000 Penalty: 5325.047852
	Iteration 31Q: 3 clusters Score -8617584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8617574.000000 Penalty: 5325.047852
	Iteration 32Q: 3 clusters Score -8617574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8617574.000000 Penalty: 5325.047852
	Iteration 33Q: 3 clusters Score -8617574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8617578.000000 Penalty: 5325.047852
	Iteration 34Q: 3 clusters Score -8617578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8617575.000000 Penalty: 5325.047852
	Iteration 35Q: 3 clusters Score -8617575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8617576.000000 Penalty: 5325.047852
	Iteration 36Q: 3 clusters Score -8617576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8617576.000000 Penalty: 5325.047852
	Iteration 37Q: 3 clusters Score -8617576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8617573.000000 Penalty: 5325.047852
	Iteration 38Q: 3 clusters Score -8617573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8617573.000000 Penalty: 5325.047852
	Iteration 39F: 3 clusters Score -8617573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Entering Unmasked Estep 
Score: -7806413.500000 Penalty: 2642.345703
	Iteration 0F: 2 clusters Score -7806414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -7777851.500000 Penalty: 5284.691406
	Iteration 0F: 3 clusters Score -7777852 nChanged 19407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -7788405.500000 Penalty: 5284.691406
	Iteration 1F: 3 clusters Score -7788406 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -7788832.000000 Penalty: 5284.691406
	Iteration 2Q: 3 clusters Score -7788832 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -7789306.500000 Penalty: 5284.691406
	Iteration 3Q: 3 clusters Score -7789306 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -7789718.000000 Penalty: 5284.691406
	Iteration 4Q: 3 clusters Score -7789718 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -7790226.500000 Penalty: 5284.691406
	Iteration 5Q: 3 clusters Score -7790226 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -7790871.000000 Penalty: 5284.691406
	Iteration 6Q: 3 clusters Score -7790871 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -7791666.000000 Penalty: 5284.691406
	Iteration 7Q: 3 clusters Score -7791666 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -7792734.000000 Penalty: 5284.691406
	Iteration 8Q: 3 clusters Score -7792734 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -7794182.000000 Penalty: 5284.691406
	Iteration 9Q: 3 clusters Score -7794182 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -7795725.500000 Penalty: 5284.691406
	Iteration 10F: 3 clusters Score -7795726 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -7797104.000000 Penalty: 5284.691406
	Iteration 11F: 3 clusters Score -7797104 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -7798205.000000 Penalty: 5284.691406
	Iteration 12Q: 3 clusters Score -7798205 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -7798931.500000 Penalty: 5284.691406
	Iteration 13Q: 3 clusters Score -7798932 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -7799410.000000 Penalty: 5284.691406
	Iteration 14Q: 3 clusters Score -7799410 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -7799692.500000 Penalty: 5284.691406
	Iteration 15Q: 3 clusters Score -7799692 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -7800022.500000 Penalty: 5284.691406
	Iteration 16Q: 3 clusters Score -7800022 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -7800266.000000 Penalty: 5284.691406
	Iteration 17Q: 3 clusters Score -7800266 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -7800520.000000 Penalty: 5284.691406
	Iteration 18Q: 3 clusters Score -7800520 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -7800808.000000 Penalty: 5284.691406
	Iteration 19Q: 3 clusters Score -7800808 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -7801115.500000 Penalty: 5284.691406
	Iteration 20F: 3 clusters Score -7801116 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -7801410.500000 Penalty: 5284.691406
	Iteration 21Q: 3 clusters Score -7801410 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -7801712.500000 Penalty: 5284.691406
	Iteration 22Q: 3 clusters Score -7801712 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -7802023.000000 Penalty: 5284.691406
	Iteration 23Q: 3 clusters Score -7802023 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -7802333.500000 Penalty: 5284.691406
	Iteration 24Q: 3 clusters Score -7802334 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -7802620.500000 Penalty: 5284.691406
	Iteration 25Q: 3 clusters Score -7802620 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -7802968.000000 Penalty: 5284.691406
	Iteration 26Q: 3 clusters Score -7802968 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -7803207.500000 Penalty: 5284.691406
	Iteration 27Q: 3 clusters Score -7803208 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7803371.500000 Penalty: 5284.691406
	Iteration 28Q: 3 clusters Score -7803372 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7803525.500000 Penalty: 5284.691406
	Iteration 29Q: 3 clusters Score -7803526 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7803646.000000 Penalty: 5284.691406
	Iteration 30Q: 3 clusters Score -7803646 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7803738.000000 Penalty: 5284.691406
	Iteration 31Q: 3 clusters Score -7803738 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7803840.500000 Penalty: 5284.691406
	Iteration 32Q: 3 clusters Score -7803840 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7803899.500000 Penalty: 5284.691406
	Iteration 33Q: 3 clusters Score -7803900 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7803949.500000 Penalty: 5284.691406
	Iteration 34Q: 3 clusters Score -7803950 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7804001.500000 Penalty: 5284.691406
	Iteration 35Q: 3 clusters Score -7804002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7804034.500000 Penalty: 5284.691406
	Iteration 36Q: 3 clusters Score -7804034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7804051.500000 Penalty: 5284.691406
	Iteration 37Q: 3 clusters Score -7804052 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7804096.500000 Penalty: 5284.691406
	Iteration 38Q: 3 clusters Score -7804096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7804123.000000 Penalty: 5284.691406
	Iteration 39Q: 3 clusters Score -7804123 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7804154.500000 Penalty: 5284.691406
	Iteration 40F: 3 clusters Score -7804154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7804177.500000 Penalty: 5284.691406
	Iteration 41Q: 3 clusters Score -7804178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7804174.000000 Penalty: 5284.691406
	Iteration 42Q: 3 clusters Score -7804174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7804203.500000 Penalty: 5284.691406
	Iteration 43Q: 3 clusters Score -7804204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7804206.500000 Penalty: 5284.691406
	Iteration 44Q: 3 clusters Score -7804206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7804206.500000 Penalty: 5284.691406
	Iteration 45Q: 3 clusters Score -7804206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7804222.500000 Penalty: 5284.691406
	Iteration 46Q: 3 clusters Score -7804222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7804242.500000 Penalty: 5284.691406
	Iteration 47Q: 3 clusters Score -7804242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7804248.500000 Penalty: 5284.691406
	Iteration 48Q: 3 clusters Score -7804248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7804244.000000 Penalty: 5284.691406
	Iteration 49Q: 3 clusters Score -7804244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7804252.000000 Penalty: 5284.691406
	Iteration 50Q: 3 clusters Score -7804252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7804260.500000 Penalty: 5284.691406
	Iteration 51Q: 3 clusters Score -7804260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7804263.500000 Penalty: 5284.691406
	Iteration 52Q: 3 clusters Score -7804264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7804267.500000 Penalty: 5284.691406
	Iteration 53Q: 3 clusters Score -7804268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7804260.500000 Penalty: 5284.691406
	Iteration 54Q: 3 clusters Score -7804260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7804263.500000 Penalty: 5284.691406
	Iteration 55Q: 3 clusters Score -7804264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7804268.000000 Penalty: 5284.691406
	Iteration 56Q: 3 clusters Score -7804268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7804267.000000 Penalty: 5284.691406
	Iteration 57Q: 3 clusters Score -7804267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7804265.500000 Penalty: 5284.691406
	Iteration 58Q: 3 clusters Score -7804266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7804272.500000 Penalty: 5284.691406
	Iteration 59Q: 3 clusters Score -7804272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7804275.500000 Penalty: 5284.691406
	Iteration 60F: 3 clusters Score -7804276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7804276.000000 Penalty: 5284.691406
	Iteration 61Q: 3 clusters Score -7804276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7804275.500000 Penalty: 5284.691406
	Iteration 62Q: 3 clusters Score -7804276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7804274.000000 Penalty: 5284.691406
	Iteration 63Q: 3 clusters Score -7804274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7804282.000000 Penalty: 5284.691406
	Iteration 64Q: 3 clusters Score -7804282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7804275.000000 Penalty: 5284.691406
	Iteration 65Q: 3 clusters Score -7804275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7804274.000000 Penalty: 5284.691406
	Iteration 66Q: 3 clusters Score -7804274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7804275.500000 Penalty: 5284.691406
	Iteration 67Q: 3 clusters Score -7804276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7804275.500000 Penalty: 5284.691406
	Iteration 68F: 3 clusters Score -7804276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Entering Unmasked Estep 
Score: -8348125.500000 Penalty: 2655.377930
	Iteration 0F: 2 clusters Score -8348126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -8319592.500000 Penalty: 5310.755859
	Iteration 0F: 3 clusters Score -8319592 nChanged 20540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -8330968.500000 Penalty: 5310.755859
	Iteration 1F: 3 clusters Score -8330968 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -8331518.500000 Penalty: 5310.755859
	Iteration 2Q: 3 clusters Score -8331518 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -8332094.000000 Penalty: 5310.755859
	Iteration 3Q: 3 clusters Score -8332094 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -8332637.500000 Penalty: 5310.755859
	Iteration 4Q: 3 clusters Score -8332638 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -8333280.500000 Penalty: 5310.755859
	Iteration 5Q: 3 clusters Score -8333280 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -8334120.500000 Penalty: 5310.755859
	Iteration 6Q: 3 clusters Score -8334120 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -8335272.000000 Penalty: 5310.755859
	Iteration 7Q: 3 clusters Score -8335272 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -8336675.500000 Penalty: 5310.755859
	Iteration 8Q: 3 clusters Score -8336676 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -8338216.000000 Penalty: 5310.755859
	Iteration 9F: 3 clusters Score -8338216 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -8339806.000000 Penalty: 5310.755859
	Iteration 10F: 3 clusters Score -8339806 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -8341106.500000 Penalty: 5310.755859
	Iteration 11Q: 3 clusters Score -8341106 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -8342150.000000 Penalty: 5310.755859
	Iteration 12Q: 3 clusters Score -8342150 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -8342969.000000 Penalty: 5310.755859
	Iteration 13Q: 3 clusters Score -8342969 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -8343545.000000 Penalty: 5310.755859
	Iteration 14Q: 3 clusters Score -8343545 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -8344008.500000 Penalty: 5310.755859
	Iteration 15Q: 3 clusters Score -8344008 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -8344409.500000 Penalty: 5310.755859
	Iteration 16Q: 3 clusters Score -8344410 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -8344735.000000 Penalty: 5310.755859
	Iteration 17Q: 3 clusters Score -8344735 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -8345060.500000 Penalty: 5310.755859
	Iteration 18Q: 3 clusters Score -8345060 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -8345272.000000 Penalty: 5310.755859
	Iteration 19Q: 3 clusters Score -8345272 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -8345504.000000 Penalty: 5310.755859
	Iteration 20F: 3 clusters Score -8345504 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -8345684.000000 Penalty: 5310.755859
	Iteration 21Q: 3 clusters Score -8345684 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -8345783.000000 Penalty: 5310.755859
	Iteration 22Q: 3 clusters Score -8345783 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -8345902.000000 Penalty: 5310.755859
	Iteration 23Q: 3 clusters Score -8345902 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -8346003.500000 Penalty: 5310.755859
	Iteration 24Q: 3 clusters Score -8346004 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -8346081.000000 Penalty: 5310.755859
	Iteration 25Q: 3 clusters Score -8346081 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -8346122.500000 Penalty: 5310.755859
	Iteration 26Q: 3 clusters Score -8346122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -8346154.000000 Penalty: 5310.755859
	Iteration 27Q: 3 clusters Score -8346154 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8346194.000000 Penalty: 5310.755859
	Iteration 28Q: 3 clusters Score -8346194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8346211.000000 Penalty: 5310.755859
	Iteration 29Q: 3 clusters Score -8346211 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -8346225.000000 Penalty: 5310.755859
	Iteration 30Q: 3 clusters Score -8346225 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -8346238.000000 Penalty: 5310.755859
	Iteration 31Q: 3 clusters Score -8346238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -8346240.500000 Penalty: 5310.755859
	Iteration 32Q: 3 clusters Score -8346240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -8346256.000000 Penalty: 5310.755859
	Iteration 33Q: 3 clusters Score -8346256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -8346258.000000 Penalty: 5310.755859
	Iteration 34Q: 3 clusters Score -8346258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -8346255.000000 Penalty: 5310.755859
	Iteration 35Q: 3 clusters Score -8346255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -8346256.500000 Penalty: 5310.755859
	Iteration 36Q: 3 clusters Score -8346256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -8346259.000000 Penalty: 5310.755859
	Iteration 37Q: 3 clusters Score -8346259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8346265.000000 Penalty: 5310.755859
	Iteration 38Q: 3 clusters Score -8346265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -8346266.500000 Penalty: 5310.755859
	Iteration 39Q: 3 clusters Score -8346266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8346267.500000 Penalty: 5310.755859
	Iteration 40F: 3 clusters Score -8346268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8346267.000000 Penalty: 5310.755859
	Iteration 41Q: 3 clusters Score -8346267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -8346266.500000 Penalty: 5310.755859
	Iteration 42Q: 3 clusters Score -8346266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -8346266.000000 Penalty: 5310.755859
	Iteration 43Q: 3 clusters Score -8346266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -8346276.000000 Penalty: 5310.755859
	Iteration 44Q: 3 clusters Score -8346276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -8346268.000000 Penalty: 5310.755859
	Iteration 45Q: 3 clusters Score -8346268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8346288.000000 Penalty: 5310.755859
	Iteration 46Q: 3 clusters Score -8346288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -8346283.500000 Penalty: 5310.755859
	Iteration 47Q: 3 clusters Score -8346284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -8346290.500000 Penalty: 5310.755859
	Iteration 48Q: 3 clusters Score -8346290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -8346289.000000 Penalty: 5310.755859
	Iteration 49Q: 3 clusters Score -8346289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -8346293.500000 Penalty: 5310.755859
	Iteration 50Q: 3 clusters Score -8346294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -8346303.000000 Penalty: 5310.755859
	Iteration 51Q: 3 clusters Score -8346303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -8346314.500000 Penalty: 5310.755859
	Iteration 52Q: 3 clusters Score -8346314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -8346312.500000 Penalty: 5310.755859
	Iteration 53Q: 3 clusters Score -8346312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8346314.000000 Penalty: 5310.755859
	Iteration 54Q: 3 clusters Score -8346314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -8346322.500000 Penalty: 5310.755859
	Iteration 55Q: 3 clusters Score -8346322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -8346316.500000 Penalty: 5310.755859
	Iteration 56Q: 3 clusters Score -8346316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -8346327.500000 Penalty: 5310.755859
	Iteration 57Q: 3 clusters Score -8346328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -8346347.500000 Penalty: 5310.755859
	Iteration 58Q: 3 clusters Score -8346348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8346348.500000 Penalty: 5310.755859
	Iteration 59Q: 3 clusters Score -8346348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -8346351.000000 Penalty: 5310.755859
	Iteration 60F: 3 clusters Score -8346351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -8346346.500000 Penalty: 5310.755859
	Iteration 61Q: 3 clusters Score -8346346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -8346353.500000 Penalty: 5310.755859
	Iteration 62Q: 3 clusters Score -8346354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -8346361.500000 Penalty: 5310.755859
	Iteration 63Q: 3 clusters Score -8346362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -8346359.500000 Penalty: 5310.755859
	Iteration 64Q: 3 clusters Score -8346360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -8346354.000000 Penalty: 5310.755859
	Iteration 65Q: 3 clusters Score -8346354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -8346353.000000 Penalty: 5310.755859
	Iteration 66Q: 3 clusters Score -8346353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -8346358.500000 Penalty: 5310.755859
	Iteration 67Q: 3 clusters Score -8346358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -8346361.500000 Penalty: 5310.755859
	Iteration 68Q: 3 clusters Score -8346362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -8346359.500000 Penalty: 5310.755859
	Iteration 69Q: 3 clusters Score -8346360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -8346363.000000 Penalty: 5310.755859
	Iteration 70Q: 3 clusters Score -8346363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8346364.500000 Penalty: 5310.755859
	Iteration 71Q: 3 clusters Score -8346364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -8346358.500000 Penalty: 5310.755859
	Iteration 72Q: 3 clusters Score -8346358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -8346358.500000 Penalty: 5310.755859
	Iteration 73F: 3 clusters Score -8346358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Entering Unmasked Estep 
Score: -1344225.500000 Penalty: 2205.946045
	Iteration 0F: 2 clusters Score -1344226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1338209.250000 Penalty: 4411.892090
	Iteration 0F: 3 clusters Score -1338209 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1339773.375000 Penalty: 4411.892090
	Iteration 1F: 3 clusters Score -1339773 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1340038.625000 Penalty: 4411.892090
	Iteration 2F: 3 clusters Score -1340039 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1340197.250000 Penalty: 4411.892090
	Iteration 3Q: 3 clusters Score -1340197 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1340308.125000 Penalty: 4411.892090
	Iteration 4Q: 3 clusters Score -1340308 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1340382.625000 Penalty: 4411.892090
	Iteration 5Q: 3 clusters Score -1340383 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1340440.375000 Penalty: 4411.892090
	Iteration 6Q: 3 clusters Score -1340440 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1340496.250000 Penalty: 4411.892090
	Iteration 7Q: 3 clusters Score -1340496 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1340527.750000 Penalty: 4411.892090
	Iteration 8Q: 3 clusters Score -1340528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1340559.125000 Penalty: 4411.892090
	Iteration 9Q: 3 clusters Score -1340559 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1340590.625000 Penalty: 4411.892090
	Iteration 10Q: 3 clusters Score -1340591 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1340613.000000 Penalty: 4411.892090
	Iteration 11Q: 3 clusters Score -1340613 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1340629.750000 Penalty: 4411.892090
	Iteration 12Q: 3 clusters Score -1340630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1340648.375000 Penalty: 4411.892090
	Iteration 13Q: 3 clusters Score -1340648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1340666.875000 Penalty: 4411.892090
	Iteration 14Q: 3 clusters Score -1340667 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1340689.000000 Penalty: 4411.892090
	Iteration 15Q: 3 clusters Score -1340689 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1340709.875000 Penalty: 4411.892090
	Iteration 16Q: 3 clusters Score -1340710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1340734.375000 Penalty: 4411.892090
	Iteration 17Q: 3 clusters Score -1340734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1340760.625000 Penalty: 4411.892090
	Iteration 18Q: 3 clusters Score -1340761 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1340796.375000 Penalty: 4411.892090
	Iteration 19Q: 3 clusters Score -1340796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1340828.750000 Penalty: 4411.892090
	Iteration 20F: 3 clusters Score -1340829 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1340866.750000 Penalty: 4411.892090
	Iteration 21Q: 3 clusters Score -1340867 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1340923.500000 Penalty: 4411.892090
	Iteration 22Q: 3 clusters Score -1340924 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1340987.000000 Penalty: 4411.892090
	Iteration 23Q: 3 clusters Score -1340987 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1341070.000000 Penalty: 4411.892090
	Iteration 24Q: 3 clusters Score -1341070 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1341196.250000 Penalty: 4411.892090
	Iteration 25Q: 3 clusters Score -1341196 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1341329.875000 Penalty: 4411.892090
	Iteration 26Q: 3 clusters Score -1341330 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1341486.250000 Penalty: 4411.892090
	Iteration 27Q: 3 clusters Score -1341486 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1341621.125000 Penalty: 4411.892090
	Iteration 28Q: 3 clusters Score -1341621 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1341742.375000 Penalty: 4411.892090
	Iteration 29Q: 3 clusters Score -1341742 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1341838.750000 Penalty: 4411.892090
	Iteration 30Q: 3 clusters Score -1341839 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1341934.750000 Penalty: 4411.892090
	Iteration 31Q: 3 clusters Score -1341935 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1341998.625000 Penalty: 4411.892090
	Iteration 32Q: 3 clusters Score -1341999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1342037.375000 Penalty: 4411.892090
	Iteration 33Q: 3 clusters Score -1342037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1342074.750000 Penalty: 4411.892090
	Iteration 34Q: 3 clusters Score -1342075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1342103.375000 Penalty: 4411.892090
	Iteration 35Q: 3 clusters Score -1342103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1342133.125000 Penalty: 4411.892090
	Iteration 36Q: 3 clusters Score -1342133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1342153.000000 Penalty: 4411.892090
	Iteration 37Q: 3 clusters Score -1342153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1342166.375000 Penalty: 4411.892090
	Iteration 38Q: 3 clusters Score -1342166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1342175.875000 Penalty: 4411.892090
	Iteration 39Q: 3 clusters Score -1342176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1342182.125000 Penalty: 4411.892090
	Iteration 40F: 3 clusters Score -1342182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1342189.000000 Penalty: 4411.892090
	Iteration 41Q: 3 clusters Score -1342189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1342199.375000 Penalty: 4411.892090
	Iteration 42Q: 3 clusters Score -1342199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1342202.000000 Penalty: 4411.892090
	Iteration 43Q: 3 clusters Score -1342202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1342206.250000 Penalty: 4411.892090
	Iteration 44Q: 3 clusters Score -1342206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1342212.125000 Penalty: 4411.892090
	Iteration 45Q: 3 clusters Score -1342212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1342217.750000 Penalty: 4411.892090
	Iteration 46Q: 3 clusters Score -1342218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1342228.000000 Penalty: 4411.892090
	Iteration 47Q: 3 clusters Score -1342228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1342235.625000 Penalty: 4411.892090
	Iteration 48Q: 3 clusters Score -1342236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1342239.750000 Penalty: 4411.892090
	Iteration 49Q: 3 clusters Score -1342240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1342243.875000 Penalty: 4411.892090
	Iteration 50Q: 3 clusters Score -1342244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1342244.750000 Penalty: 4411.892090
	Iteration 51Q: 3 clusters Score -1342245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1342245.750000 Penalty: 4411.892090
	Iteration 52Q: 3 clusters Score -1342246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1342246.750000 Penalty: 4411.892090
	Iteration 53Q: 3 clusters Score -1342247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1342247.125000 Penalty: 4411.892090
	Iteration 54Q: 3 clusters Score -1342247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1342248.125000 Penalty: 4411.892090
	Iteration 55Q: 3 clusters Score -1342248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1342248.125000 Penalty: 4411.892090
	Iteration 56F: 3 clusters Score -1342248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Entering Unmasked Estep 
Score: -8517381.000000 Penalty: 2661.307373
	Iteration 0F: 2 clusters Score -8517381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -8488422.000000 Penalty: 5322.614746
	Iteration 0F: 3 clusters Score -8488422 nChanged 21060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -8499947.000000 Penalty: 5322.614746
	Iteration 1F: 3 clusters Score -8499947 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -8500528.000000 Penalty: 5322.614746
	Iteration 2Q: 3 clusters Score -8500528 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -8501231.000000 Penalty: 5322.614746
	Iteration 3Q: 3 clusters Score -8501231 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -8502134.000000 Penalty: 5322.614746
	Iteration 4Q: 3 clusters Score -8502134 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -8503256.000000 Penalty: 5322.614746
	Iteration 5F: 3 clusters Score -8503256 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -8504794.000000 Penalty: 5322.614746
	Iteration 6F: 3 clusters Score -8504794 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -8506908.000000 Penalty: 5322.614746
	Iteration 7F: 3 clusters Score -8506908 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -8509232.000000 Penalty: 5322.614746
	Iteration 8F: 3 clusters Score -8509232 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -8511553.000000 Penalty: 5322.614746
	Iteration 9F: 3 clusters Score -8511553 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -8513394.000000 Penalty: 5322.614746
	Iteration 10Q: 3 clusters Score -8513394 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8514279.000000 Penalty: 5322.614746
	Iteration 11Q: 3 clusters Score -8514279 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8514720.000000 Penalty: 5322.614746
	Iteration 12Q: 3 clusters Score -8514720 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8514991.000000 Penalty: 5322.614746
	Iteration 13Q: 3 clusters Score -8514991 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8515113.000000 Penalty: 5322.614746
	Iteration 14Q: 3 clusters Score -8515113 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8515178.000000 Penalty: 5322.614746
	Iteration 15Q: 3 clusters Score -8515178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8515212.000000 Penalty: 5322.614746
	Iteration 16Q: 3 clusters Score -8515212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8515236.000000 Penalty: 5322.614746
	Iteration 17Q: 3 clusters Score -8515236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8515272.000000 Penalty: 5322.614746
	Iteration 18Q: 3 clusters Score -8515272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8515279.000000 Penalty: 5322.614746
	Iteration 19Q: 3 clusters Score -8515279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8515287.000000 Penalty: 5322.614746
	Iteration 20F: 3 clusters Score -8515287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8515289.000000 Penalty: 5322.614746
	Iteration 21Q: 3 clusters Score -8515289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8515287.000000 Penalty: 5322.614746
	Iteration 22Q: 3 clusters Score -8515287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8515296.000000 Penalty: 5322.614746
	Iteration 23Q: 3 clusters Score -8515296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8515307.000000 Penalty: 5322.614746
	Iteration 24Q: 3 clusters Score -8515307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8515306.000000 Penalty: 5322.614746
	Iteration 25Q: 3 clusters Score -8515306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8515297.000000 Penalty: 5322.614746
	Iteration 26Q: 3 clusters Score -8515297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8515299.000000 Penalty: 5322.614746
	Iteration 27Q: 3 clusters Score -8515299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8515299.000000 Penalty: 5322.614746
	Iteration 28F: 3 clusters Score -8515299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Entering Unmasked Estep 
Score: -8640144.000000 Penalty: 2662.998291
	Iteration 0F: 2 clusters Score -8640144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -8611259.000000 Penalty: 5325.996582
	Iteration 0F: 3 clusters Score -8611259 nChanged 21320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -8623132.000000 Penalty: 5325.996582
	Iteration 1F: 3 clusters Score -8623132 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -8623737.000000 Penalty: 5325.996582
	Iteration 2Q: 3 clusters Score -8623737 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -8624156.000000 Penalty: 5325.996582
	Iteration 3Q: 3 clusters Score -8624156 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -8624595.000000 Penalty: 5325.996582
	Iteration 4Q: 3 clusters Score -8624595 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -8625031.000000 Penalty: 5325.996582
	Iteration 5Q: 3 clusters Score -8625031 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -8625455.000000 Penalty: 5325.996582
	Iteration 6Q: 3 clusters Score -8625455 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -8625923.000000 Penalty: 5325.996582
	Iteration 7Q: 3 clusters Score -8625923 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -8626460.000000 Penalty: 5325.996582
	Iteration 8Q: 3 clusters Score -8626460 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -8627055.000000 Penalty: 5325.996582
	Iteration 9Q: 3 clusters Score -8627055 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -8627685.000000 Penalty: 5325.996582
	Iteration 10Q: 3 clusters Score -8627685 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -8628417.000000 Penalty: 5325.996582
	Iteration 11Q: 3 clusters Score -8628417 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -8629292.000000 Penalty: 5325.996582
	Iteration 12Q: 3 clusters Score -8629292 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -8630319.000000 Penalty: 5325.996582
	Iteration 13Q: 3 clusters Score -8630319 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -8631435.000000 Penalty: 5325.996582
	Iteration 14Q: 3 clusters Score -8631435 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -8632470.000000 Penalty: 5325.996582
	Iteration 15Q: 3 clusters Score -8632470 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -8633286.000000 Penalty: 5325.996582
	Iteration 16Q: 3 clusters Score -8633286 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -8633785.000000 Penalty: 5325.996582
	Iteration 17Q: 3 clusters Score -8633785 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -8634116.000000 Penalty: 5325.996582
	Iteration 18Q: 3 clusters Score -8634116 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -8634403.000000 Penalty: 5325.996582
	Iteration 19Q: 3 clusters Score -8634403 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -8634610.000000 Penalty: 5325.996582
	Iteration 20F: 3 clusters Score -8634610 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -8634822.000000 Penalty: 5325.996582
	Iteration 21Q: 3 clusters Score -8634822 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -8635060.000000 Penalty: 5325.996582
	Iteration 22Q: 3 clusters Score -8635060 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -8635304.000000 Penalty: 5325.996582
	Iteration 23Q: 3 clusters Score -8635304 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -8635561.000000 Penalty: 5325.996582
	Iteration 24Q: 3 clusters Score -8635561 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -8635780.000000 Penalty: 5325.996582
	Iteration 25Q: 3 clusters Score -8635780 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -8635994.000000 Penalty: 5325.996582
	Iteration 26Q: 3 clusters Score -8635994 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -8636210.000000 Penalty: 5325.996582
	Iteration 27Q: 3 clusters Score -8636210 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -8636421.000000 Penalty: 5325.996582
	Iteration 28Q: 3 clusters Score -8636421 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -8636704.000000 Penalty: 5325.996582
	Iteration 29Q: 3 clusters Score -8636704 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -8636952.000000 Penalty: 5325.996582
	Iteration 30Q: 3 clusters Score -8636952 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -8637176.000000 Penalty: 5325.996582
	Iteration 31Q: 3 clusters Score -8637176 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -8637284.000000 Penalty: 5325.996582
	Iteration 32Q: 3 clusters Score -8637284 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -8637407.000000 Penalty: 5325.996582
	Iteration 33Q: 3 clusters Score -8637407 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -8637462.000000 Penalty: 5325.996582
	Iteration 34Q: 3 clusters Score -8637462 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -8637524.000000 Penalty: 5325.996582
	Iteration 35Q: 3 clusters Score -8637524 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -8637597.000000 Penalty: 5325.996582
	Iteration 36Q: 3 clusters Score -8637597 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -8637683.000000 Penalty: 5325.996582
	Iteration 37Q: 3 clusters Score -8637683 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -8637744.000000 Penalty: 5325.996582
	Iteration 38Q: 3 clusters Score -8637744 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -8637812.000000 Penalty: 5325.996582
	Iteration 39Q: 3 clusters Score -8637812 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -8637870.000000 Penalty: 5325.996582
	Iteration 40F: 3 clusters Score -8637870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8637916.000000 Penalty: 5325.996582
	Iteration 41Q: 3 clusters Score -8637916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8637995.000000 Penalty: 5325.996582
	Iteration 42Q: 3 clusters Score -8637995 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -8638038.000000 Penalty: 5325.996582
	Iteration 43Q: 3 clusters Score -8638038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8638034.000000 Penalty: 5325.996582
	Iteration 44Q: 3 clusters Score -8638034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -8638038.000000 Penalty: 5325.996582
	Iteration 45Q: 3 clusters Score -8638038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -8638053.000000 Penalty: 5325.996582
	Iteration 46Q: 3 clusters Score -8638053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -8638066.000000 Penalty: 5325.996582
	Iteration 47Q: 3 clusters Score -8638066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -8638083.000000 Penalty: 5325.996582
	Iteration 48Q: 3 clusters Score -8638083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -8638084.000000 Penalty: 5325.996582
	Iteration 49Q: 3 clusters Score -8638084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8638090.000000 Penalty: 5325.996582
	Iteration 50Q: 3 clusters Score -8638090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -8638091.000000 Penalty: 5325.996582
	Iteration 51Q: 3 clusters Score -8638091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -8638083.000000 Penalty: 5325.996582
	Iteration 52Q: 3 clusters Score -8638083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -8638081.000000 Penalty: 5325.996582
	Iteration 53Q: 3 clusters Score -8638081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8638095.000000 Penalty: 5325.996582
	Iteration 54Q: 3 clusters Score -8638095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -8638102.000000 Penalty: 5325.996582
	Iteration 55Q: 3 clusters Score -8638102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -8638108.000000 Penalty: 5325.996582
	Iteration 56Q: 3 clusters Score -8638108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -8638117.000000 Penalty: 5325.996582
	Iteration 57Q: 3 clusters Score -8638117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -8638116.000000 Penalty: 5325.996582
	Iteration 58Q: 3 clusters Score -8638116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8638122.000000 Penalty: 5325.996582
	Iteration 59Q: 3 clusters Score -8638122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8638130.000000 Penalty: 5325.996582
	Iteration 60F: 3 clusters Score -8638130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -8638126.000000 Penalty: 5325.996582
	Iteration 61Q: 3 clusters Score -8638126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -8638133.000000 Penalty: 5325.996582
	Iteration 62Q: 3 clusters Score -8638133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8638123.000000 Penalty: 5325.996582
	Iteration 63Q: 3 clusters Score -8638123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -8638118.000000 Penalty: 5325.996582
	Iteration 64Q: 3 clusters Score -8638118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8638123.000000 Penalty: 5325.996582
	Iteration 65Q: 3 clusters Score -8638123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -8638122.000000 Penalty: 5325.996582
	Iteration 66Q: 3 clusters Score -8638122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8638124.000000 Penalty: 5325.996582
	Iteration 67Q: 3 clusters Score -8638124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8638123.000000 Penalty: 5325.996582
	Iteration 68Q: 3 clusters Score -8638123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -8638121.000000 Penalty: 5325.996582
	Iteration 69Q: 3 clusters Score -8638121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8638116.000000 Penalty: 5325.996582
	Iteration 70Q: 3 clusters Score -8638116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -8638125.000000 Penalty: 5325.996582
	Iteration 71Q: 3 clusters Score -8638125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -8638129.000000 Penalty: 5325.996582
	Iteration 72Q: 3 clusters Score -8638129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -8638120.000000 Penalty: 5325.996582
	Iteration 73Q: 3 clusters Score -8638120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -8638124.000000 Penalty: 5325.996582
	Iteration 74Q: 3 clusters Score -8638124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -8638119.000000 Penalty: 5325.996582
	Iteration 75Q: 3 clusters Score -8638119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -8638122.000000 Penalty: 5325.996582
	Iteration 76Q: 3 clusters Score -8638122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8638122.000000 Penalty: 5325.996582
	Iteration 77Q: 3 clusters Score -8638122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -8638122.000000 Penalty: 5325.996582
	Iteration 78Q: 3 clusters Score -8638122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -8638127.000000 Penalty: 5325.996582
	Iteration 79Q: 3 clusters Score -8638127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -8638120.000000 Penalty: 5325.996582
	Iteration 80F: 3 clusters Score -8638120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -8638120.000000 Penalty: 5325.996582
	Iteration 81Q: 3 clusters Score -8638120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8638118.000000 Penalty: 5325.996582
	Iteration 82Q: 3 clusters Score -8638118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -8638113.000000 Penalty: 5325.996582
	Iteration 83Q: 3 clusters Score -8638113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -8638113.000000 Penalty: 5325.996582
	Iteration 84Q: 3 clusters Score -8638113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8638113.000000 Penalty: 5325.996582
	Iteration 85Q: 3 clusters Score -8638113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8638110.000000 Penalty: 5325.996582
	Iteration 86Q: 3 clusters Score -8638110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -8638121.000000 Penalty: 5325.996582
	Iteration 87Q: 3 clusters Score -8638121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -8638110.000000 Penalty: 5325.996582
	Iteration 88Q: 3 clusters Score -8638110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8638107.000000 Penalty: 5325.996582
	Iteration 89Q: 3 clusters Score -8638107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -8638114.000000 Penalty: 5325.996582
	Iteration 90Q: 3 clusters Score -8638114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -8638113.000000 Penalty: 5325.996582
	Iteration 91Q: 3 clusters Score -8638113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -8638116.000000 Penalty: 5325.996582
	Iteration 92Q: 3 clusters Score -8638116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -8638112.000000 Penalty: 5325.996582
	Iteration 93Q: 3 clusters Score -8638112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -8638112.000000 Penalty: 5325.996582
	Iteration 94F: 3 clusters Score -8638112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -214343.718750 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -214343.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -212277.109375 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -212277.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -212804.515625 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -212804.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -213015.000000 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -213015 nChanged 95
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: -213194.796875 Penalty: 3573.258057
	Iteration 3F: 3 clusters Score -213194.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -213377.843750 Penalty: 3573.258057
	Iteration 4F: 3 clusters Score -213377.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -213495.625000 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -213495.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -213626.937500 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -213626.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -213695.078125 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -213695.1 nChanged 26
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: -213746.531250 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -213746.5 nChanged 16
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: -213776.640625 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -213776.6 nChanged 10
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: -213793.281250 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -213793.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -213807.843750 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -213807.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -213821.109375 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -213821.1 nChanged 5
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: -213832.281250 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -213832.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -213838.984375 Penalty: 3573.258057
	Iteration 14Q: 3 clusters Score -213839 nChanged 1
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: -213840.000000 Penalty: 3573.258057
	Iteration 15Q: 3 clusters Score -213840 nChanged 0
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: -213840.000000 Penalty: 3573.258057
	Iteration 16F: 3 clusters Score -213840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Entering Unmasked Estep 
Score: -4770325.000000 Penalty: 2525.976807
	Iteration 0F: 2 clusters Score -4770325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4752139.000000 Penalty: 5051.953613
	Iteration 0F: 3 clusters Score -4752139 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4758450.500000 Penalty: 5051.953613
	Iteration 1F: 3 clusters Score -4758450 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -4758811.000000 Penalty: 5051.953613
	Iteration 2Q: 3 clusters Score -4758811 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4759114.500000 Penalty: 5051.953613
	Iteration 3Q: 3 clusters Score -4759114 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4759421.000000 Penalty: 5051.953613
	Iteration 4Q: 3 clusters Score -4759421 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4759712.500000 Penalty: 5051.953613
	Iteration 5Q: 3 clusters Score -4759712 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -4760067.500000 Penalty: 5051.953613
	Iteration 6Q: 3 clusters Score -4760068 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4760534.000000 Penalty: 5051.953613
	Iteration 7Q: 3 clusters Score -4760534 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -4761163.500000 Penalty: 5051.953613
	Iteration 8Q: 3 clusters Score -4761164 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -4761968.500000 Penalty: 5051.953613
	Iteration 9Q: 3 clusters Score -4761968 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4763037.000000 Penalty: 5051.953613
	Iteration 10F: 3 clusters Score -4763037 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4764198.000000 Penalty: 5051.953613
	Iteration 11F: 3 clusters Score -4764198 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4765402.500000 Penalty: 5051.953613
	Iteration 12F: 3 clusters Score -4765402 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4766396.500000 Penalty: 5051.953613
	Iteration 13Q: 3 clusters Score -4766396 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4767055.500000 Penalty: 5051.953613
	Iteration 14Q: 3 clusters Score -4767056 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4767465.500000 Penalty: 5051.953613
	Iteration 15Q: 3 clusters Score -4767466 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4767684.500000 Penalty: 5051.953613
	Iteration 16Q: 3 clusters Score -4767684 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4767853.000000 Penalty: 5051.953613
	Iteration 17Q: 3 clusters Score -4767853 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4767924.000000 Penalty: 5051.953613
	Iteration 18Q: 3 clusters Score -4767924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4767999.500000 Penalty: 5051.953613
	Iteration 19Q: 3 clusters Score -4768000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4768024.500000 Penalty: 5051.953613
	Iteration 20F: 3 clusters Score -4768024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4768054.000000 Penalty: 5051.953613
	Iteration 21Q: 3 clusters Score -4768054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4768077.500000 Penalty: 5051.953613
	Iteration 22Q: 3 clusters Score -4768078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4768085.000000 Penalty: 5051.953613
	Iteration 23Q: 3 clusters Score -4768085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4768092.000000 Penalty: 5051.953613
	Iteration 24Q: 3 clusters Score -4768092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4768098.000000 Penalty: 5051.953613
	Iteration 25Q: 3 clusters Score -4768098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4768100.000000 Penalty: 5051.953613
	Iteration 26Q: 3 clusters Score -4768100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4768100.500000 Penalty: 5051.953613
	Iteration 27Q: 3 clusters Score -4768100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4768103.500000 Penalty: 5051.953613
	Iteration 28Q: 3 clusters Score -4768104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4768111.000000 Penalty: 5051.953613
	Iteration 29Q: 3 clusters Score -4768111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4768118.000000 Penalty: 5051.953613
	Iteration 30Q: 3 clusters Score -4768118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4768122.000000 Penalty: 5051.953613
	Iteration 31Q: 3 clusters Score -4768122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4768128.500000 Penalty: 5051.953613
	Iteration 32Q: 3 clusters Score -4768128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4768132.000000 Penalty: 5051.953613
	Iteration 33Q: 3 clusters Score -4768132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4768136.500000 Penalty: 5051.953613
	Iteration 34Q: 3 clusters Score -4768136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4768136.500000 Penalty: 5051.953613
	Iteration 35F: 3 clusters Score -4768136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Entering Unmasked Estep 
Score: -6592877.000000 Penalty: 2597.934082
	Iteration 0F: 2 clusters Score -6592877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -6569008.000000 Penalty: 5195.868164
	Iteration 0F: 3 clusters Score -6569008 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -6577659.500000 Penalty: 5195.868164
	Iteration 1F: 3 clusters Score -6577660 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -6578119.000000 Penalty: 5195.868164
	Iteration 2Q: 3 clusters Score -6578119 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -6578651.500000 Penalty: 5195.868164
	Iteration 3Q: 3 clusters Score -6578652 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -6579264.000000 Penalty: 5195.868164
	Iteration 4Q: 3 clusters Score -6579264 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -6579969.500000 Penalty: 5195.868164
	Iteration 5Q: 3 clusters Score -6579970 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -6580914.500000 Penalty: 5195.868164
	Iteration 6Q: 3 clusters Score -6580914 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -6581975.500000 Penalty: 5195.868164
	Iteration 7Q: 3 clusters Score -6581976 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -6583096.000000 Penalty: 5195.868164
	Iteration 8Q: 3 clusters Score -6583096 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -6584173.500000 Penalty: 5195.868164
	Iteration 9Q: 3 clusters Score -6584174 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -6585089.000000 Penalty: 5195.868164
	Iteration 10Q: 3 clusters Score -6585089 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -6585918.500000 Penalty: 5195.868164
	Iteration 11Q: 3 clusters Score -6585918 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -6586575.000000 Penalty: 5195.868164
	Iteration 12Q: 3 clusters Score -6586575 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -6587153.000000 Penalty: 5195.868164
	Iteration 13Q: 3 clusters Score -6587153 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -6587690.500000 Penalty: 5195.868164
	Iteration 14Q: 3 clusters Score -6587690 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -6588080.000000 Penalty: 5195.868164
	Iteration 15Q: 3 clusters Score -6588080 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -6588485.500000 Penalty: 5195.868164
	Iteration 16Q: 3 clusters Score -6588486 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -6588836.500000 Penalty: 5195.868164
	Iteration 17Q: 3 clusters Score -6588836 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -6589164.500000 Penalty: 5195.868164
	Iteration 18Q: 3 clusters Score -6589164 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -6589423.000000 Penalty: 5195.868164
	Iteration 19Q: 3 clusters Score -6589423 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -6589665.000000 Penalty: 5195.868164
	Iteration 20F: 3 clusters Score -6589665 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -6589888.000000 Penalty: 5195.868164
	Iteration 21Q: 3 clusters Score -6589888 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -6590051.500000 Penalty: 5195.868164
	Iteration 22Q: 3 clusters Score -6590052 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -6590186.000000 Penalty: 5195.868164
	Iteration 23Q: 3 clusters Score -6590186 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -6590266.500000 Penalty: 5195.868164
	Iteration 24Q: 3 clusters Score -6590266 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -6590327.500000 Penalty: 5195.868164
	Iteration 25Q: 3 clusters Score -6590328 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -6590389.500000 Penalty: 5195.868164
	Iteration 26Q: 3 clusters Score -6590390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -6590432.000000 Penalty: 5195.868164
	Iteration 27Q: 3 clusters Score -6590432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -6590453.500000 Penalty: 5195.868164
	Iteration 28Q: 3 clusters Score -6590454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -6590506.500000 Penalty: 5195.868164
	Iteration 29Q: 3 clusters Score -6590506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -6590525.500000 Penalty: 5195.868164
	Iteration 30Q: 3 clusters Score -6590526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -6590556.500000 Penalty: 5195.868164
	Iteration 31Q: 3 clusters Score -6590556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -6590587.500000 Penalty: 5195.868164
	Iteration 32Q: 3 clusters Score -6590588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -6590605.000000 Penalty: 5195.868164
	Iteration 33Q: 3 clusters Score -6590605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -6590619.500000 Penalty: 5195.868164
	Iteration 34Q: 3 clusters Score -6590620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -6590631.500000 Penalty: 5195.868164
	Iteration 35Q: 3 clusters Score -6590632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -6590639.500000 Penalty: 5195.868164
	Iteration 36Q: 3 clusters Score -6590640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -6590649.000000 Penalty: 5195.868164
	Iteration 37Q: 3 clusters Score -6590649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -6590652.500000 Penalty: 5195.868164
	Iteration 38Q: 3 clusters Score -6590652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -6590657.000000 Penalty: 5195.868164
	Iteration 39Q: 3 clusters Score -6590657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -6590664.500000 Penalty: 5195.868164
	Iteration 40F: 3 clusters Score -6590664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -6590664.500000 Penalty: 5195.868164
	Iteration 41Q: 3 clusters Score -6590664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -6590675.000000 Penalty: 5195.868164
	Iteration 42Q: 3 clusters Score -6590675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -6590678.000000 Penalty: 5195.868164
	Iteration 43Q: 3 clusters Score -6590678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -6590686.500000 Penalty: 5195.868164
	Iteration 44Q: 3 clusters Score -6590686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -6590698.500000 Penalty: 5195.868164
	Iteration 45Q: 3 clusters Score -6590698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -6590705.500000 Penalty: 5195.868164
	Iteration 46Q: 3 clusters Score -6590706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -6590712.500000 Penalty: 5195.868164
	Iteration 47Q: 3 clusters Score -6590712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -6590718.000000 Penalty: 5195.868164
	Iteration 48Q: 3 clusters Score -6590718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -6590727.500000 Penalty: 5195.868164
	Iteration 49Q: 3 clusters Score -6590728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -6590727.500000 Penalty: 5195.868164
	Iteration 50Q: 3 clusters Score -6590728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -6590732.000000 Penalty: 5195.868164
	Iteration 51Q: 3 clusters Score -6590732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -6590728.500000 Penalty: 5195.868164
	Iteration 52Q: 3 clusters Score -6590728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -6590737.500000 Penalty: 5195.868164
	Iteration 53Q: 3 clusters Score -6590738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -6590732.500000 Penalty: 5195.868164
	Iteration 54Q: 3 clusters Score -6590732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -6590730.500000 Penalty: 5195.868164
	Iteration 55Q: 3 clusters Score -6590730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -6590733.000000 Penalty: 5195.868164
	Iteration 56Q: 3 clusters Score -6590733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -6590731.000000 Penalty: 5195.868164
	Iteration 57Q: 3 clusters Score -6590731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -6590731.000000 Penalty: 5195.868164
	Iteration 58F: 3 clusters Score -6590731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -96181.359375 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -96181.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94620.367188 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -94620.37 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -94837.093750 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -94837.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -94895.695312 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -94895.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -94908.210938 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -94908.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -94916.164062 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -94916.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -94924.335938 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -94924.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94928.312500 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -94928.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94935.859375 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -94935.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -94942.289062 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -94942.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -94946.796875 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -94946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -94949.109375 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -94949.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -94949.109375 Penalty: 3127.006592
	Iteration 11F: 3 clusters Score -94949.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Entering Unmasked Estep 
Score: -7525948.000000 Penalty: 2630.113770
	Iteration 0F: 2 clusters Score -7525948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -7498908.500000 Penalty: 5260.227539
	Iteration 0F: 3 clusters Score -7498908 nChanged 18456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -7508848.500000 Penalty: 5260.227539
	Iteration 1F: 3 clusters Score -7508848 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -7509359.500000 Penalty: 5260.227539
	Iteration 2Q: 3 clusters Score -7509360 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -7509824.500000 Penalty: 5260.227539
	Iteration 3Q: 3 clusters Score -7509824 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -7510219.000000 Penalty: 5260.227539
	Iteration 4Q: 3 clusters Score -7510219 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -7510586.500000 Penalty: 5260.227539
	Iteration 5Q: 3 clusters Score -7510586 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -7510922.000000 Penalty: 5260.227539
	Iteration 6Q: 3 clusters Score -7510922 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -7511271.500000 Penalty: 5260.227539
	Iteration 7Q: 3 clusters Score -7511272 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -7511630.000000 Penalty: 5260.227539
	Iteration 8Q: 3 clusters Score -7511630 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -7511960.500000 Penalty: 5260.227539
	Iteration 9Q: 3 clusters Score -7511960 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -7512258.500000 Penalty: 5260.227539
	Iteration 10Q: 3 clusters Score -7512258 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -7512589.000000 Penalty: 5260.227539
	Iteration 11Q: 3 clusters Score -7512589 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -7512954.000000 Penalty: 5260.227539
	Iteration 12Q: 3 clusters Score -7512954 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -7513412.500000 Penalty: 5260.227539
	Iteration 13Q: 3 clusters Score -7513412 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -7513913.000000 Penalty: 5260.227539
	Iteration 14Q: 3 clusters Score -7513913 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -7514639.500000 Penalty: 5260.227539
	Iteration 15Q: 3 clusters Score -7514640 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -7515458.000000 Penalty: 5260.227539
	Iteration 16Q: 3 clusters Score -7515458 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -7516239.000000 Penalty: 5260.227539
	Iteration 17Q: 3 clusters Score -7516239 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -7516820.000000 Penalty: 5260.227539
	Iteration 18Q: 3 clusters Score -7516820 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -7517138.000000 Penalty: 5260.227539
	Iteration 19Q: 3 clusters Score -7517138 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -7517299.000000 Penalty: 5260.227539
	Iteration 20F: 3 clusters Score -7517299 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -7517369.500000 Penalty: 5260.227539
	Iteration 21Q: 3 clusters Score -7517370 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -7517421.000000 Penalty: 5260.227539
	Iteration 22Q: 3 clusters Score -7517421 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -7517470.500000 Penalty: 5260.227539
	Iteration 23Q: 3 clusters Score -7517470 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -7517503.000000 Penalty: 5260.227539
	Iteration 24Q: 3 clusters Score -7517503 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -7517568.500000 Penalty: 5260.227539
	Iteration 25Q: 3 clusters Score -7517568 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -7517611.000000 Penalty: 5260.227539
	Iteration 26Q: 3 clusters Score -7517611 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -7517657.500000 Penalty: 5260.227539
	Iteration 27Q: 3 clusters Score -7517658 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -7517725.000000 Penalty: 5260.227539
	Iteration 28Q: 3 clusters Score -7517725 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -7517785.000000 Penalty: 5260.227539
	Iteration 29Q: 3 clusters Score -7517785 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -7517814.500000 Penalty: 5260.227539
	Iteration 30Q: 3 clusters Score -7517814 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -7517858.000000 Penalty: 5260.227539
	Iteration 31Q: 3 clusters Score -7517858 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -7517911.500000 Penalty: 5260.227539
	Iteration 32Q: 3 clusters Score -7517912 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -7517976.000000 Penalty: 5260.227539
	Iteration 33Q: 3 clusters Score -7517976 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -7518059.500000 Penalty: 5260.227539
	Iteration 34Q: 3 clusters Score -7518060 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -7518140.000000 Penalty: 5260.227539
	Iteration 35Q: 3 clusters Score -7518140 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -7518205.000000 Penalty: 5260.227539
	Iteration 36Q: 3 clusters Score -7518205 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -7518256.500000 Penalty: 5260.227539
	Iteration 37Q: 3 clusters Score -7518256 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -7518332.000000 Penalty: 5260.227539
	Iteration 38Q: 3 clusters Score -7518332 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -7518371.500000 Penalty: 5260.227539
	Iteration 39Q: 3 clusters Score -7518372 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -7518450.000000 Penalty: 5260.227539
	Iteration 40F: 3 clusters Score -7518450 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -7518535.000000 Penalty: 5260.227539
	Iteration 41Q: 3 clusters Score -7518535 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -7518643.500000 Penalty: 5260.227539
	Iteration 42Q: 3 clusters Score -7518644 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -7518769.000000 Penalty: 5260.227539
	Iteration 43Q: 3 clusters Score -7518769 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -7518852.500000 Penalty: 5260.227539
	Iteration 44Q: 3 clusters Score -7518852 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -7518995.000000 Penalty: 5260.227539
	Iteration 45Q: 3 clusters Score -7518995 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -7519086.500000 Penalty: 5260.227539
	Iteration 46Q: 3 clusters Score -7519086 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -7519225.000000 Penalty: 5260.227539
	Iteration 47Q: 3 clusters Score -7519225 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -7519352.000000 Penalty: 5260.227539
	Iteration 48Q: 3 clusters Score -7519352 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -7519458.500000 Penalty: 5260.227539
	Iteration 49Q: 3 clusters Score -7519458 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -7519579.500000 Penalty: 5260.227539
	Iteration 50Q: 3 clusters Score -7519580 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -7519747.500000 Penalty: 5260.227539
	Iteration 51Q: 3 clusters Score -7519748 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -7519852.500000 Penalty: 5260.227539
	Iteration 52Q: 3 clusters Score -7519852 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -7519966.000000 Penalty: 5260.227539
	Iteration 53Q: 3 clusters Score -7519966 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -7520108.000000 Penalty: 5260.227539
	Iteration 54Q: 3 clusters Score -7520108 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -7520234.500000 Penalty: 5260.227539
	Iteration 55Q: 3 clusters Score -7520234 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -7520362.500000 Penalty: 5260.227539
	Iteration 56Q: 3 clusters Score -7520362 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -7520547.000000 Penalty: 5260.227539
	Iteration 57Q: 3 clusters Score -7520547 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -7520777.000000 Penalty: 5260.227539
	Iteration 58Q: 3 clusters Score -7520777 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -7521001.500000 Penalty: 5260.227539
	Iteration 59Q: 3 clusters Score -7521002 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -7521238.500000 Penalty: 5260.227539
	Iteration 60F: 3 clusters Score -7521238 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7521456.500000 Penalty: 5260.227539
	Iteration 61Q: 3 clusters Score -7521456 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -7521684.000000 Penalty: 5260.227539
	Iteration 62Q: 3 clusters Score -7521684 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7521900.000000 Penalty: 5260.227539
	Iteration 63Q: 3 clusters Score -7521900 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7522111.000000 Penalty: 5260.227539
	Iteration 64Q: 3 clusters Score -7522111 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7522293.000000 Penalty: 5260.227539
	Iteration 65Q: 3 clusters Score -7522293 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7522485.000000 Penalty: 5260.227539
	Iteration 66Q: 3 clusters Score -7522485 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7522624.500000 Penalty: 5260.227539
	Iteration 67Q: 3 clusters Score -7522624 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7522767.000000 Penalty: 5260.227539
	Iteration 68Q: 3 clusters Score -7522767 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7522873.000000 Penalty: 5260.227539
	Iteration 69Q: 3 clusters Score -7522873 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -7522946.500000 Penalty: 5260.227539
	Iteration 70Q: 3 clusters Score -7522946 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7523012.500000 Penalty: 5260.227539
	Iteration 71Q: 3 clusters Score -7523012 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7523128.500000 Penalty: 5260.227539
	Iteration 72Q: 3 clusters Score -7523128 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7523216.000000 Penalty: 5260.227539
	Iteration 73Q: 3 clusters Score -7523216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7523314.000000 Penalty: 5260.227539
	Iteration 74Q: 3 clusters Score -7523314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7523373.500000 Penalty: 5260.227539
	Iteration 75Q: 3 clusters Score -7523374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7523413.000000 Penalty: 5260.227539
	Iteration 76Q: 3 clusters Score -7523413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7523454.500000 Penalty: 5260.227539
	Iteration 77Q: 3 clusters Score -7523454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7523495.000000 Penalty: 5260.227539
	Iteration 78Q: 3 clusters Score -7523495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7523511.000000 Penalty: 5260.227539
	Iteration 79Q: 3 clusters Score -7523511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7523536.500000 Penalty: 5260.227539
	Iteration 80F: 3 clusters Score -7523536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7523551.500000 Penalty: 5260.227539
	Iteration 81Q: 3 clusters Score -7523552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7523560.000000 Penalty: 5260.227539
	Iteration 82Q: 3 clusters Score -7523560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7523571.000000 Penalty: 5260.227539
	Iteration 83Q: 3 clusters Score -7523571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7523574.000000 Penalty: 5260.227539
	Iteration 84Q: 3 clusters Score -7523574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7523574.500000 Penalty: 5260.227539
	Iteration 85Q: 3 clusters Score -7523574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7523578.000000 Penalty: 5260.227539
	Iteration 86Q: 3 clusters Score -7523578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7523582.000000 Penalty: 5260.227539
	Iteration 87Q: 3 clusters Score -7523582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7523588.000000 Penalty: 5260.227539
	Iteration 88Q: 3 clusters Score -7523588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7523588.500000 Penalty: 5260.227539
	Iteration 89Q: 3 clusters Score -7523588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7523587.500000 Penalty: 5260.227539
	Iteration 90Q: 3 clusters Score -7523588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7523589.000000 Penalty: 5260.227539
	Iteration 91Q: 3 clusters Score -7523589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7523589.000000 Penalty: 5260.227539
	Iteration 92F: 3 clusters Score -7523589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Entering Unmasked Estep 
Score: -6531623.000000 Penalty: 2596.593750
	Iteration 0F: 2 clusters Score -6531623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -6507776.000000 Penalty: 5193.187500
	Iteration 0F: 3 clusters Score -6507776 nChanged 16036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -6516215.000000 Penalty: 5193.187500
	Iteration 1F: 3 clusters Score -6516215 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -6516684.500000 Penalty: 5193.187500
	Iteration 2Q: 3 clusters Score -6516684 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -6517145.000000 Penalty: 5193.187500
	Iteration 3Q: 3 clusters Score -6517145 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -6517601.000000 Penalty: 5193.187500
	Iteration 4Q: 3 clusters Score -6517601 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6518261.500000 Penalty: 5193.187500
	Iteration 5Q: 3 clusters Score -6518262 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -6519375.500000 Penalty: 5193.187500
	Iteration 6Q: 3 clusters Score -6519376 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -6520939.000000 Penalty: 5193.187500
	Iteration 7F: 3 clusters Score -6520939 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -6523140.500000 Penalty: 5193.187500
	Iteration 8F: 3 clusters Score -6523140 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -6525658.500000 Penalty: 5193.187500
	Iteration 9F: 3 clusters Score -6525658 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -6527861.500000 Penalty: 5193.187500
	Iteration 10F: 3 clusters Score -6527862 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -6529010.500000 Penalty: 5193.187500
	Iteration 11Q: 3 clusters Score -6529010 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -6529485.000000 Penalty: 5193.187500
	Iteration 12Q: 3 clusters Score -6529485 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -6529718.500000 Penalty: 5193.187500
	Iteration 13Q: 3 clusters Score -6529718 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -6529865.000000 Penalty: 5193.187500
	Iteration 14Q: 3 clusters Score -6529865 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -6529924.500000 Penalty: 5193.187500
	Iteration 15Q: 3 clusters Score -6529924 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -6529961.500000 Penalty: 5193.187500
	Iteration 16Q: 3 clusters Score -6529962 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -6529993.000000 Penalty: 5193.187500
	Iteration 17Q: 3 clusters Score -6529993 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -6530024.500000 Penalty: 5193.187500
	Iteration 18Q: 3 clusters Score -6530024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -6530017.500000 Penalty: 5193.187500
	Iteration 19Q: 3 clusters Score -6530018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -6530039.000000 Penalty: 5193.187500
	Iteration 20F: 3 clusters Score -6530039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -6530048.000000 Penalty: 5193.187500
	Iteration 21Q: 3 clusters Score -6530048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -6530045.000000 Penalty: 5193.187500
	Iteration 22Q: 3 clusters Score -6530045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -6530059.500000 Penalty: 5193.187500
	Iteration 23Q: 3 clusters Score -6530060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -6530052.500000 Penalty: 5193.187500
	Iteration 24Q: 3 clusters Score -6530052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -6530067.500000 Penalty: 5193.187500
	Iteration 25Q: 3 clusters Score -6530068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -6530058.000000 Penalty: 5193.187500
	Iteration 26Q: 3 clusters Score -6530058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -6530060.000000 Penalty: 5193.187500
	Iteration 27Q: 3 clusters Score -6530060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -6530070.000000 Penalty: 5193.187500
	Iteration 28Q: 3 clusters Score -6530070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -6530076.000000 Penalty: 5193.187500
	Iteration 29Q: 3 clusters Score -6530076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -6530072.500000 Penalty: 5193.187500
	Iteration 30Q: 3 clusters Score -6530072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -6530077.500000 Penalty: 5193.187500
	Iteration 31Q: 3 clusters Score -6530078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -6530064.500000 Penalty: 5193.187500
	Iteration 32Q: 3 clusters Score -6530064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -6530073.500000 Penalty: 5193.187500
	Iteration 33Q: 3 clusters Score -6530074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -6530072.500000 Penalty: 5193.187500
	Iteration 34Q: 3 clusters Score -6530072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -6530067.500000 Penalty: 5193.187500
	Iteration 35Q: 3 clusters Score -6530068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -6530070.500000 Penalty: 5193.187500
	Iteration 36Q: 3 clusters Score -6530070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -6530071.000000 Penalty: 5193.187500
	Iteration 37Q: 3 clusters Score -6530071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -6530066.500000 Penalty: 5193.187500
	Iteration 38Q: 3 clusters Score -6530066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -6530069.500000 Penalty: 5193.187500
	Iteration 39Q: 3 clusters Score -6530070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -6530069.500000 Penalty: 5193.187500
	Iteration 40F: 3 clusters Score -6530070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -143964.062500 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -143964.1 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 405 members 
Entering Unmasked Estep 
Score: -142248.109375 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -142248.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -142606.328125 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -142606.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -142823.109375 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -142823.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -142954.468750 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -142954.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -143029.171875 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -143029.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -143055.734375 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -143055.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -143063.109375 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -143063.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -143072.375000 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -143072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -143075.421875 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -143075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -143080.781250 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -143080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -143082.296875 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -143082.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -143082.296875 Penalty: 3330.830322
	Iteration 11F: 3 clusters Score -143082.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -20293.675781 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -20293.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19311.195312 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -19311.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19487.000000 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -19487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19606.976562 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -19606.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19728.314453 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -19728.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19816.593750 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -19816.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19851.656250 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -19851.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19872.134766 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -19872.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19872.134766 Penalty: 2774.976807
	Iteration 7F: 3 clusters Score -19872.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -93055.632812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -93055.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91506.109375 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91506.11 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91901.046875 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91901.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92072.375000 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -92072.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92187.187500 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -92187.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92310.359375 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -92310.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -92366.148438 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -92366.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92414.679688 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -92414.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -92467.250000 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -92467.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -92506.781250 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -92506.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92528.882812 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -92528.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -92553.289062 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -92553.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -92560.453125 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -92560.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -92579.554688 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -92579.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -92597.757812 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -92597.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -92649.765625 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -92649.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92701.000000 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -92701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -92812.296875 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -92812.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92965.898438 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -92965.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93044.960938 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -93044.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -93101.171875 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -93101.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93168.593750 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -93168.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93279.312500 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -93279.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -93355.414062 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -93355.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -93399.671875 Penalty: 3220.151123
	Iteration 23Q: 3 clusters Score -93399.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93437.242188 Penalty: 3220.151123
	Iteration 24Q: 3 clusters Score -93437.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93452.492188 Penalty: 3220.151123
	Iteration 25Q: 3 clusters Score -93452.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93452.492188 Penalty: 3220.151123
	Iteration 26F: 3 clusters Score -93452.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21055 members 
Mstep: Class 3 contains 26376 members 
Mstep: Class 4 contains 42184 members 
Mstep: Class 5 contains 46378 members 
Mstep: Class 6 contains 28401 members 
Mstep: Class 7 contains 43588 members 
Mstep: Class 8 contains 45981 members 
Mstep: Class 9 contains 42388 members 
Mstep: Class 10 contains 44675 members 
Mstep: Class 11 contains 7295 members 
Mstep: Class 12 contains 45756 members 
Mstep: Class 13 contains 46069 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 35438 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 40348 members 
Mstep: Class 19 contains 35247 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 352 members 
Entering Unmasked Estep 
Score: -106664112.000000 Penalty: 82330.929688
Splitting cluster 22 changes total score from -106665424.000000 to -106664112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -51192.710938 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -51192.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49783.140625 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -49783.14 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50078.617188 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -50078.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50232.347656 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -50232.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50308.015625 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -50308.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50335.425781 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -50335.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50357.269531 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -50357.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50362.308594 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -50362.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50362.308594 Penalty: 3066.314209
	Iteration 7F: 3 clusters Score -50362.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -87896.523438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -87896.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86331.976562 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -86331.98 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86787.179688 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -86787.18 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87065.078125 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -87065.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87278.835938 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -87278.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87389.796875 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -87389.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87451.226562 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -87451.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87485.570312 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -87485.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -87510.335938 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -87510.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -87532.664062 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -87532.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -87541.101562 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -87541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -87548.710938 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -87548.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -87556.960938 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -87556.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -87556.960938 Penalty: 3229.825684
	Iteration 12F: 3 clusters Score -87556.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21055 members 
Mstep: Class 3 contains 26376 members 
Mstep: Class 4 contains 42184 members 
Mstep: Class 5 contains 46378 members 
Mstep: Class 6 contains 28401 members 
Mstep: Class 7 contains 43588 members 
Mstep: Class 8 contains 45981 members 
Mstep: Class 9 contains 42388 members 
Mstep: Class 10 contains 44675 members 
Mstep: Class 11 contains 7295 members 
Mstep: Class 12 contains 45756 members 
Mstep: Class 13 contains 46069 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 35438 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 40348 members 
Mstep: Class 19 contains 35247 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665632.000000 Penalty: 79037.695312
Iteration 119Q: 25 clusters Score -1.066656e+08 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20675 members 
Mstep: Class 3 contains 26320 members 
Mstep: Class 4 contains 42201 members 
Mstep: Class 5 contains 46478 members 
Mstep: Class 6 contains 28460 members 
Mstep: Class 7 contains 43462 members 
Mstep: Class 8 contains 46031 members 
Mstep: Class 9 contains 42293 members 
Mstep: Class 10 contains 44597 members 
Mstep: Class 11 contains 7313 members 
Mstep: Class 12 contains 45785 members 
Mstep: Class 13 contains 46164 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26496 members 
Mstep: Class 16 contains 35440 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 40993 members 
Mstep: Class 19 contains 34982 members 
Mstep: Class 20 contains 826 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665864.000000 Penalty: 79037.695312
Iteration 120F: 25 clusters Score -1.066659e+08 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20300 members 
Mstep: Class 3 contains 26253 members 
Mstep: Class 4 contains 42217 members 
Mstep: Class 5 contains 46608 members 
Mstep: Class 6 contains 28508 members 
Mstep: Class 7 contains 43380 members 
Mstep: Class 8 contains 46055 members 
Mstep: Class 9 contains 42229 members 
Mstep: Class 10 contains 44547 members 
Mstep: Class 11 contains 7323 members 
Mstep: Class 12 contains 45776 members 
Mstep: Class 13 contains 46212 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26472 members 
Mstep: Class 16 contains 35463 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 41641 members 
Mstep: Class 19 contains 34706 members 
Mstep: Class 20 contains 826 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665704.000000 Penalty: 79037.695312
Iteration 121Q: 25 clusters Score -1.066657e+08 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 19897 members 
Mstep: Class 3 contains 26162 members 
Mstep: Class 4 contains 42236 members 
Mstep: Class 5 contains 46733 members 
Mstep: Class 6 contains 28571 members 
Mstep: Class 7 contains 43306 members 
Mstep: Class 8 contains 46081 members 
Mstep: Class 9 contains 42211 members 
Mstep: Class 10 contains 44463 members 
Mstep: Class 11 contains 7338 members 
Mstep: Class 12 contains 45777 members 
Mstep: Class 13 contains 46222 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26443 members 
Mstep: Class 16 contains 35483 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 42367 members 
Mstep: Class 19 contains 34401 members 
Mstep: Class 20 contains 826 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665720.000000 Penalty: 79037.695312
Iteration 122Q: 25 clusters Score -1.066657e+08 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 19481 members 
Mstep: Class 3 contains 26085 members 
Mstep: Class 4 contains 42253 members 
Mstep: Class 5 contains 46806 members 
Mstep: Class 6 contains 28621 members 
Mstep: Class 7 contains 43250 members 
Mstep: Class 8 contains 46111 members 
Mstep: Class 9 contains 42191 members 
Mstep: Class 10 contains 44333 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 45783 members 
Mstep: Class 13 contains 46226 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26436 members 
Mstep: Class 16 contains 35499 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 43096 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665800.000000 Penalty: 79037.695312
Iteration 123Q: 25 clusters Score -1.066658e+08 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 19101 members 
Mstep: Class 3 contains 26013 members 
Mstep: Class 4 contains 42270 members 
Mstep: Class 5 contains 46837 members 
Mstep: Class 6 contains 28666 members 
Mstep: Class 7 contains 43205 members 
Mstep: Class 8 contains 46141 members 
Mstep: Class 9 contains 42129 members 
Mstep: Class 10 contains 44260 members 
Mstep: Class 11 contains 7359 members 
Mstep: Class 12 contains 45809 members 
Mstep: Class 13 contains 46200 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26423 members 
Mstep: Class 16 contains 35566 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 43765 members 
Mstep: Class 19 contains 33944 members 
Mstep: Class 20 contains 830 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666232.000000 Penalty: 79037.695312
Iteration 124Q: 25 clusters Score -1.066662e+08 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 18686 members 
Mstep: Class 3 contains 25982 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 46875 members 
Mstep: Class 6 contains 28699 members 
Mstep: Class 7 contains 43137 members 
Mstep: Class 8 contains 46157 members 
Mstep: Class 9 contains 42069 members 
Mstep: Class 10 contains 44252 members 
Mstep: Class 11 contains 7366 members 
Mstep: Class 12 contains 45806 members 
Mstep: Class 13 contains 46196 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26412 members 
Mstep: Class 16 contains 35631 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 44439 members 
Mstep: Class 19 contains 33660 members 
Mstep: Class 20 contains 829 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666200.000000 Penalty: 79037.695312
Iteration 125Q: 25 clusters Score -1.066662e+08 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 18292 members 
Mstep: Class 3 contains 25948 members 
Mstep: Class 4 contains 42336 members 
Mstep: Class 5 contains 46857 members 
Mstep: Class 6 contains 28754 members 
Mstep: Class 7 contains 43140 members 
Mstep: Class 8 contains 46231 members 
Mstep: Class 9 contains 42053 members 
Mstep: Class 10 contains 44173 members 
Mstep: Class 11 contains 7387 members 
Mstep: Class 12 contains 45743 members 
Mstep: Class 13 contains 46191 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26402 members 
Mstep: Class 16 contains 35727 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 44998 members 
Mstep: Class 19 contains 33457 members 
Mstep: Class 20 contains 826 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665776.000000 Penalty: 79037.695312
Iteration 126Q: 25 clusters Score -1.066658e+08 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 17876 members 
Mstep: Class 3 contains 25929 members 
Mstep: Class 4 contains 42365 members 
Mstep: Class 5 contains 46813 members 
Mstep: Class 6 contains 28822 members 
Mstep: Class 7 contains 43170 members 
Mstep: Class 8 contains 46255 members 
Mstep: Class 9 contains 42027 members 
Mstep: Class 10 contains 44071 members 
Mstep: Class 11 contains 7399 members 
Mstep: Class 12 contains 45724 members 
Mstep: Class 13 contains 46158 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26384 members 
Mstep: Class 16 contains 35877 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 45540 members 
Mstep: Class 19 contains 33279 members 
Mstep: Class 20 contains 826 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665800.000000 Penalty: 79037.695312
Iteration 127Q: 25 clusters Score -1.066658e+08 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 25907 members 
Mstep: Class 4 contains 42358 members 
Mstep: Class 5 contains 46745 members 
Mstep: Class 6 contains 28892 members 
Mstep: Class 7 contains 43221 members 
Mstep: Class 8 contains 46361 members 
Mstep: Class 9 contains 41981 members 
Mstep: Class 10 contains 43974 members 
Mstep: Class 11 contains 7402 members 
Mstep: Class 12 contains 45689 members 
Mstep: Class 13 contains 46119 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26387 members 
Mstep: Class 16 contains 36037 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 46047 members 
Mstep: Class 19 contains 33098 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665336.000000 Penalty: 79037.695312
Iteration 128Q: 25 clusters Score -1.066653e+08 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 17065 members 
Mstep: Class 3 contains 25894 members 
Mstep: Class 4 contains 42369 members 
Mstep: Class 5 contains 46668 members 
Mstep: Class 6 contains 28935 members 
Mstep: Class 7 contains 43247 members 
Mstep: Class 8 contains 46526 members 
Mstep: Class 9 contains 41941 members 
Mstep: Class 10 contains 43910 members 
Mstep: Class 11 contains 7404 members 
Mstep: Class 12 contains 45645 members 
Mstep: Class 13 contains 46179 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26383 members 
Mstep: Class 16 contains 36215 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 46415 members 
Mstep: Class 19 contains 32893 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665032.000000 Penalty: 79037.695312
Iteration 129Q: 25 clusters Score -1.06665e+08 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16654 members 
Mstep: Class 3 contains 25890 members 
Mstep: Class 4 contains 42396 members 
Mstep: Class 5 contains 46596 members 
Mstep: Class 6 contains 28992 members 
Mstep: Class 7 contains 43219 members 
Mstep: Class 8 contains 46670 members 
Mstep: Class 9 contains 41943 members 
Mstep: Class 10 contains 43897 members 
Mstep: Class 11 contains 7394 members 
Mstep: Class 12 contains 45600 members 
Mstep: Class 13 contains 46266 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26386 members 
Mstep: Class 16 contains 36408 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 46726 members 
Mstep: Class 19 contains 32655 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665432.000000 Penalty: 79037.695312
Iteration 130Q: 25 clusters Score -1.066654e+08 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16282 members 
Mstep: Class 3 contains 25870 members 
Mstep: Class 4 contains 42419 members 
Mstep: Class 5 contains 46554 members 
Mstep: Class 6 contains 29032 members 
Mstep: Class 7 contains 43231 members 
Mstep: Class 8 contains 46784 members 
Mstep: Class 9 contains 41949 members 
Mstep: Class 10 contains 43884 members 
Mstep: Class 11 contains 7394 members 
Mstep: Class 12 contains 45601 members 
Mstep: Class 13 contains 46303 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26355 members 
Mstep: Class 16 contains 36607 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47024 members 
Mstep: Class 19 contains 32404 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665000.000000 Penalty: 79037.695312
Iteration 131Q: 25 clusters Score -1.06665e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15928 members 
Mstep: Class 3 contains 25850 members 
Mstep: Class 4 contains 42442 members 
Mstep: Class 5 contains 46528 members 
Mstep: Class 6 contains 29072 members 
Mstep: Class 7 contains 43282 members 
Mstep: Class 8 contains 46924 members 
Mstep: Class 9 contains 41950 members 
Mstep: Class 10 contains 43894 members 
Mstep: Class 11 contains 7393 members 
Mstep: Class 12 contains 45564 members 
Mstep: Class 13 contains 46334 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26317 members 
Mstep: Class 16 contains 36804 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47265 members 
Mstep: Class 19 contains 32144 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664704.000000 Penalty: 79037.695312
Iteration 132Q: 25 clusters Score -1.066647e+08 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15585 members 
Mstep: Class 3 contains 25831 members 
Mstep: Class 4 contains 42472 members 
Mstep: Class 5 contains 46529 members 
Mstep: Class 6 contains 29097 members 
Mstep: Class 7 contains 43353 members 
Mstep: Class 8 contains 46964 members 
Mstep: Class 9 contains 41962 members 
Mstep: Class 10 contains 43927 members 
Mstep: Class 11 contains 7389 members 
Mstep: Class 12 contains 45534 members 
Mstep: Class 13 contains 46369 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26288 members 
Mstep: Class 16 contains 37025 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47450 members 
Mstep: Class 19 contains 31917 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664880.000000 Penalty: 79037.695312
Iteration 133Q: 25 clusters Score -1.066649e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15267 members 
Mstep: Class 3 contains 25838 members 
Mstep: Class 4 contains 42508 members 
Mstep: Class 5 contains 46527 members 
Mstep: Class 6 contains 29091 members 
Mstep: Class 7 contains 43371 members 
Mstep: Class 8 contains 47021 members 
Mstep: Class 9 contains 41976 members 
Mstep: Class 10 contains 43969 members 
Mstep: Class 11 contains 7392 members 
Mstep: Class 12 contains 45566 members 
Mstep: Class 13 contains 46396 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26258 members 
Mstep: Class 16 contains 37245 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47578 members 
Mstep: Class 19 contains 31690 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664808.000000 Penalty: 79037.695312
Iteration 134Q: 25 clusters Score -1.066648e+08 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14972 members 
Mstep: Class 3 contains 25878 members 
Mstep: Class 4 contains 42514 members 
Mstep: Class 5 contains 46530 members 
Mstep: Class 6 contains 29079 members 
Mstep: Class 7 contains 43395 members 
Mstep: Class 8 contains 47106 members 
Mstep: Class 9 contains 42010 members 
Mstep: Class 10 contains 44029 members 
Mstep: Class 11 contains 7397 members 
Mstep: Class 12 contains 45585 members 
Mstep: Class 13 contains 46399 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26235 members 
Mstep: Class 16 contains 37446 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47638 members 
Mstep: Class 19 contains 31480 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664720.000000 Penalty: 79037.695312
Iteration 135Q: 25 clusters Score -1.066647e+08 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 14688 members 
Mstep: Class 3 contains 25896 members 
Mstep: Class 4 contains 42537 members 
Mstep: Class 5 contains 46496 members 
Mstep: Class 6 contains 29088 members 
Mstep: Class 7 contains 43429 members 
Mstep: Class 8 contains 47150 members 
Mstep: Class 9 contains 42044 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 7409 members 
Mstep: Class 12 contains 45609 members 
Mstep: Class 13 contains 46441 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26202 members 
Mstep: Class 16 contains 37645 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47713 members 
Mstep: Class 19 contains 31267 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664752.000000 Penalty: 79037.695312
Iteration 136Q: 25 clusters Score -1.066648e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 14443 members 
Mstep: Class 3 contains 25911 members 
Mstep: Class 4 contains 42557 members 
Mstep: Class 5 contains 46489 members 
Mstep: Class 6 contains 29085 members 
Mstep: Class 7 contains 43439 members 
Mstep: Class 8 contains 47186 members 
Mstep: Class 9 contains 42069 members 
Mstep: Class 10 contains 44090 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 45632 members 
Mstep: Class 13 contains 46530 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26178 members 
Mstep: Class 16 contains 37835 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47754 members 
Mstep: Class 19 contains 31078 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664744.000000 Penalty: 79037.695312
Iteration 137Q: 25 clusters Score -1.066647e+08 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14203 members 
Mstep: Class 3 contains 25927 members 
Mstep: Class 4 contains 42574 members 
Mstep: Class 5 contains 46539 members 
Mstep: Class 6 contains 29093 members 
Mstep: Class 7 contains 43444 members 
Mstep: Class 8 contains 47165 members 
Mstep: Class 9 contains 42035 members 
Mstep: Class 10 contains 44086 members 
Mstep: Class 11 contains 7418 members 
Mstep: Class 12 contains 45663 members 
Mstep: Class 13 contains 46601 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26173 members 
Mstep: Class 16 contains 38056 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47791 members 
Mstep: Class 19 contains 30926 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664712.000000 Penalty: 79037.695312
Iteration 138Q: 25 clusters Score -1.066647e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13986 members 
Mstep: Class 3 contains 25973 members 
Mstep: Class 4 contains 42586 members 
Mstep: Class 5 contains 46569 members 
Mstep: Class 6 contains 29090 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47209 members 
Mstep: Class 9 contains 42005 members 
Mstep: Class 10 contains 44090 members 
Mstep: Class 11 contains 7419 members 
Mstep: Class 12 contains 45668 members 
Mstep: Class 13 contains 46716 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26167 members 
Mstep: Class 16 contains 38236 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47759 members 
Mstep: Class 19 contains 30779 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664720.000000 Penalty: 79037.695312
Iteration 139Q: 25 clusters Score -1.066647e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 26020 members 
Mstep: Class 4 contains 42615 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 29091 members 
Mstep: Class 7 contains 43423 members 
Mstep: Class 8 contains 47252 members 
Mstep: Class 9 contains 41969 members 
Mstep: Class 10 contains 44092 members 
Mstep: Class 11 contains 7419 members 
Mstep: Class 12 contains 45702 members 
Mstep: Class 13 contains 46818 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26159 members 
Mstep: Class 16 contains 38418 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47731 members 
Mstep: Class 19 contains 30660 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664616.000000 Penalty: 79037.695312
Iteration 140F: 25 clusters Score -1.066646e+08 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13575 members 
Mstep: Class 3 contains 26071 members 
Mstep: Class 4 contains 42624 members 
Mstep: Class 5 contains 46553 members 
Mstep: Class 6 contains 29112 members 
Mstep: Class 7 contains 43384 members 
Mstep: Class 8 contains 47258 members 
Mstep: Class 9 contains 41966 members 
Mstep: Class 10 contains 44060 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 45769 members 
Mstep: Class 13 contains 46904 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26153 members 
Mstep: Class 16 contains 38591 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47716 members 
Mstep: Class 19 contains 30529 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664616.000000 Penalty: 79037.695312
Iteration 141Q: 25 clusters Score -1.066646e+08 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13389 members 
Mstep: Class 3 contains 26122 members 
Mstep: Class 4 contains 42628 members 
Mstep: Class 5 contains 46578 members 
Mstep: Class 6 contains 29125 members 
Mstep: Class 7 contains 43375 members 
Mstep: Class 8 contains 47237 members 
Mstep: Class 9 contains 41958 members 
Mstep: Class 10 contains 44021 members 
Mstep: Class 11 contains 7437 members 
Mstep: Class 12 contains 45794 members 
Mstep: Class 13 contains 47008 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26147 members 
Mstep: Class 16 contains 38762 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47720 members 
Mstep: Class 19 contains 30393 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664920.000000 Penalty: 79037.695312
Iteration 142Q: 25 clusters Score -1.066649e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 13200 members 
Mstep: Class 3 contains 26198 members 
Mstep: Class 4 contains 42641 members 
Mstep: Class 5 contains 46576 members 
Mstep: Class 6 contains 29143 members 
Mstep: Class 7 contains 43390 members 
Mstep: Class 8 contains 47206 members 
Mstep: Class 9 contains 41958 members 
Mstep: Class 10 contains 44023 members 
Mstep: Class 11 contains 7444 members 
Mstep: Class 12 contains 45802 members 
Mstep: Class 13 contains 47048 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26143 members 
Mstep: Class 16 contains 38960 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47700 members 
Mstep: Class 19 contains 30262 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665064.000000 Penalty: 79037.695312
Iteration 143Q: 25 clusters Score -1.066651e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13014 members 
Mstep: Class 3 contains 26267 members 
Mstep: Class 4 contains 42646 members 
Mstep: Class 5 contains 46574 members 
Mstep: Class 6 contains 29168 members 
Mstep: Class 7 contains 43372 members 
Mstep: Class 8 contains 47160 members 
Mstep: Class 9 contains 41957 members 
Mstep: Class 10 contains 44084 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 45787 members 
Mstep: Class 13 contains 47101 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26130 members 
Mstep: Class 16 contains 39166 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47668 members 
Mstep: Class 19 contains 30146 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665192.000000 Penalty: 79037.695312
Iteration 144Q: 25 clusters Score -1.066652e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12824 members 
Mstep: Class 3 contains 26325 members 
Mstep: Class 4 contains 42672 members 
Mstep: Class 5 contains 46582 members 
Mstep: Class 6 contains 29179 members 
Mstep: Class 7 contains 43343 members 
Mstep: Class 8 contains 47147 members 
Mstep: Class 9 contains 41968 members 
Mstep: Class 10 contains 44094 members 
Mstep: Class 11 contains 7451 members 
Mstep: Class 12 contains 45768 members 
Mstep: Class 13 contains 47165 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26118 members 
Mstep: Class 16 contains 39392 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47645 members 
Mstep: Class 19 contains 30022 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665208.000000 Penalty: 79037.695312
Iteration 145Q: 25 clusters Score -1.066652e+08 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12618 members 
Mstep: Class 3 contains 26362 members 
Mstep: Class 4 contains 42689 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 29188 members 
Mstep: Class 7 contains 43311 members 
Mstep: Class 8 contains 47113 members 
Mstep: Class 9 contains 42011 members 
Mstep: Class 10 contains 44100 members 
Mstep: Class 11 contains 7451 members 
Mstep: Class 12 contains 45761 members 
Mstep: Class 13 contains 47267 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26124 members 
Mstep: Class 16 contains 39602 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47617 members 
Mstep: Class 19 contains 29921 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664752.000000 Penalty: 79037.695312
Iteration 146Q: 25 clusters Score -1.066648e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12443 members 
Mstep: Class 3 contains 26400 members 
Mstep: Class 4 contains 42710 members 
Mstep: Class 5 contains 46535 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 43273 members 
Mstep: Class 8 contains 47071 members 
Mstep: Class 9 contains 42067 members 
Mstep: Class 10 contains 44137 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 45778 members 
Mstep: Class 13 contains 47287 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26117 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47582 members 
Mstep: Class 19 contains 29817 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664928.000000 Penalty: 79037.695312
Iteration 147Q: 25 clusters Score -1.066649e+08 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12275 members 
Mstep: Class 3 contains 26419 members 
Mstep: Class 4 contains 42720 members 
Mstep: Class 5 contains 46504 members 
Mstep: Class 6 contains 29232 members 
Mstep: Class 7 contains 43261 members 
Mstep: Class 8 contains 47046 members 
Mstep: Class 9 contains 42127 members 
Mstep: Class 10 contains 44163 members 
Mstep: Class 11 contains 7461 members 
Mstep: Class 12 contains 45765 members 
Mstep: Class 13 contains 47394 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26111 members 
Mstep: Class 16 contains 39957 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47541 members 
Mstep: Class 19 contains 29721 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665000.000000 Penalty: 79037.695312
Iteration 148Q: 25 clusters Score -1.06665e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12095 members 
Mstep: Class 3 contains 26435 members 
Mstep: Class 4 contains 42764 members 
Mstep: Class 5 contains 46520 members 
Mstep: Class 6 contains 29239 members 
Mstep: Class 7 contains 43229 members 
Mstep: Class 8 contains 47008 members 
Mstep: Class 9 contains 42179 members 
Mstep: Class 10 contains 44222 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 45740 members 
Mstep: Class 13 contains 47521 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26099 members 
Mstep: Class 16 contains 40080 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47493 members 
Mstep: Class 19 contains 29606 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665216.000000 Penalty: 79037.695312
Iteration 149Q: 25 clusters Score -1.066652e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11896 members 
Mstep: Class 3 contains 26453 members 
Mstep: Class 4 contains 42804 members 
Mstep: Class 5 contains 46527 members 
Mstep: Class 6 contains 29238 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 46967 members 
Mstep: Class 9 contains 42226 members 
Mstep: Class 10 contains 44279 members 
Mstep: Class 11 contains 7473 members 
Mstep: Class 12 contains 45756 members 
Mstep: Class 13 contains 47622 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26094 members 
Mstep: Class 16 contains 40178 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47457 members 
Mstep: Class 19 contains 29517 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664928.000000 Penalty: 79037.695312
Iteration 150Q: 25 clusters Score -1.066649e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 26461 members 
Mstep: Class 4 contains 42829 members 
Mstep: Class 5 contains 46523 members 
Mstep: Class 6 contains 29233 members 
Mstep: Class 7 contains 43170 members 
Mstep: Class 8 contains 46927 members 
Mstep: Class 9 contains 42278 members 
Mstep: Class 10 contains 44366 members 
Mstep: Class 11 contains 7475 members 
Mstep: Class 12 contains 45779 members 
Mstep: Class 13 contains 47769 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26085 members 
Mstep: Class 16 contains 40252 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47414 members 
Mstep: Class 19 contains 29422 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664648.000000 Penalty: 79037.695312
Iteration 151Q: 25 clusters Score -1.066646e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 26454 members 
Mstep: Class 4 contains 42857 members 
Mstep: Class 5 contains 46533 members 
Mstep: Class 6 contains 29233 members 
Mstep: Class 7 contains 43160 members 
Mstep: Class 8 contains 46923 members 
Mstep: Class 9 contains 42384 members 
Mstep: Class 10 contains 44349 members 
Mstep: Class 11 contains 7482 members 
Mstep: Class 12 contains 45789 members 
Mstep: Class 13 contains 47885 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26075 members 
Mstep: Class 16 contains 40313 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47399 members 
Mstep: Class 19 contains 29317 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664608.000000 Penalty: 79037.695312
Iteration 152Q: 25 clusters Score -1.066646e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 26449 members 
Mstep: Class 4 contains 42877 members 
Mstep: Class 5 contains 46535 members 
Mstep: Class 6 contains 29239 members 
Mstep: Class 7 contains 43171 members 
Mstep: Class 8 contains 46877 members 
Mstep: Class 9 contains 42500 members 
Mstep: Class 10 contains 44365 members 
Mstep: Class 11 contains 7483 members 
Mstep: Class 12 contains 45828 members 
Mstep: Class 13 contains 48005 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26054 members 
Mstep: Class 16 contains 40389 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47364 members 
Mstep: Class 19 contains 29202 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664848.000000 Penalty: 79037.695312
Iteration 153Q: 25 clusters Score -1.066648e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 26460 members 
Mstep: Class 4 contains 42905 members 
Mstep: Class 5 contains 46577 members 
Mstep: Class 6 contains 29225 members 
Mstep: Class 7 contains 43161 members 
Mstep: Class 8 contains 46906 members 
Mstep: Class 9 contains 42553 members 
Mstep: Class 10 contains 44399 members 
Mstep: Class 11 contains 7483 members 
Mstep: Class 12 contains 45866 members 
Mstep: Class 13 contains 48034 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26029 members 
Mstep: Class 16 contains 40489 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47363 members 
Mstep: Class 19 contains 29089 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664664.000000 Penalty: 79037.695312
Iteration 154Q: 25 clusters Score -1.066647e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10945 members 
Mstep: Class 3 contains 26475 members 
Mstep: Class 4 contains 42921 members 
Mstep: Class 5 contains 46582 members 
Mstep: Class 6 contains 29223 members 
Mstep: Class 7 contains 43155 members 
Mstep: Class 8 contains 46939 members 
Mstep: Class 9 contains 42601 members 
Mstep: Class 10 contains 44456 members 
Mstep: Class 11 contains 7483 members 
Mstep: Class 12 contains 45881 members 
Mstep: Class 13 contains 48108 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 26005 members 
Mstep: Class 16 contains 40563 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47393 members 
Mstep: Class 19 contains 28965 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664440.000000 Penalty: 79037.695312
Iteration 155Q: 25 clusters Score -1.066644e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10688 members 
Mstep: Class 3 contains 26492 members 
Mstep: Class 4 contains 42936 members 
Mstep: Class 5 contains 46555 members 
Mstep: Class 6 contains 29223 members 
Mstep: Class 7 contains 43146 members 
Mstep: Class 8 contains 46959 members 
Mstep: Class 9 contains 42650 members 
Mstep: Class 10 contains 44492 members 
Mstep: Class 11 contains 7488 members 
Mstep: Class 12 contains 45924 members 
Mstep: Class 13 contains 48188 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25991 members 
Mstep: Class 16 contains 40676 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 28842 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664680.000000 Penalty: 79037.695312
Iteration 156Q: 25 clusters Score -1.066647e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10437 members 
Mstep: Class 3 contains 26524 members 
Mstep: Class 4 contains 42952 members 
Mstep: Class 5 contains 46551 members 
Mstep: Class 6 contains 29217 members 
Mstep: Class 7 contains 43166 members 
Mstep: Class 8 contains 47002 members 
Mstep: Class 9 contains 42695 members 
Mstep: Class 10 contains 44535 members 
Mstep: Class 11 contains 7486 members 
Mstep: Class 12 contains 45930 members 
Mstep: Class 13 contains 48253 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25981 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47455 members 
Mstep: Class 19 contains 28727 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664624.000000 Penalty: 79037.695312
Iteration 157Q: 25 clusters Score -1.066646e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10203 members 
Mstep: Class 3 contains 26552 members 
Mstep: Class 4 contains 42954 members 
Mstep: Class 5 contains 46549 members 
Mstep: Class 6 contains 29194 members 
Mstep: Class 7 contains 43168 members 
Mstep: Class 8 contains 47047 members 
Mstep: Class 9 contains 42752 members 
Mstep: Class 10 contains 44606 members 
Mstep: Class 11 contains 7489 members 
Mstep: Class 12 contains 45933 members 
Mstep: Class 13 contains 48328 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25952 members 
Mstep: Class 16 contains 40904 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47458 members 
Mstep: Class 19 contains 28606 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664256.000000 Penalty: 79037.695312
Iteration 158Q: 25 clusters Score -1.066643e+08 nChanged 2191
Entering ConstructFrom: 
Score: -106664256.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -408773.406250 Penalty: 1928.892578
	Iteration 0F: 2 clusters Score -408773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -405987.843750 Penalty: 3857.785156
	Iteration 0F: 3 clusters Score -405987.8 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -406916.687500 Penalty: 3857.785156
	Iteration 1F: 3 clusters Score -406916.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -407249.875000 Penalty: 3857.785156
	Iteration 2F: 3 clusters Score -407249.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -407427.375000 Penalty: 3857.785156
	Iteration 3F: 3 clusters Score -407427.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -407571.406250 Penalty: 3857.785156
	Iteration 4Q: 3 clusters Score -407571.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -407681.156250 Penalty: 3857.785156
	Iteration 5Q: 3 clusters Score -407681.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -407781.531250 Penalty: 3857.785156
	Iteration 6Q: 3 clusters Score -407781.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -407851.125000 Penalty: 3857.785156
	Iteration 7Q: 3 clusters Score -407851.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -407887.843750 Penalty: 3857.785156
	Iteration 8Q: 3 clusters Score -407887.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -407909.750000 Penalty: 3857.785156
	Iteration 9Q: 3 clusters Score -407909.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -407922.843750 Penalty: 3857.785156
	Iteration 10Q: 3 clusters Score -407922.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -407932.218750 Penalty: 3857.785156
	Iteration 11Q: 3 clusters Score -407932.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -407936.656250 Penalty: 3857.785156
	Iteration 12Q: 3 clusters Score -407936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -407938.218750 Penalty: 3857.785156
	Iteration 13Q: 3 clusters Score -407938.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -407939.906250 Penalty: 3857.785156
	Iteration 14Q: 3 clusters Score -407939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -407943.687500 Penalty: 3857.785156
	Iteration 15Q: 3 clusters Score -407943.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -407945.625000 Penalty: 3857.785156
	Iteration 16Q: 3 clusters Score -407945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -407947.625000 Penalty: 3857.785156
	Iteration 17Q: 3 clusters Score -407947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -407948.906250 Penalty: 3857.785156
	Iteration 18Q: 3 clusters Score -407948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -407948.968750 Penalty: 3857.785156
	Iteration 19Q: 3 clusters Score -407949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -407948.968750 Penalty: 3857.785156
	Iteration 20F: 3 clusters Score -407949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Entering Unmasked Estep 
Score: -1836167.750000 Penalty: 2283.742432
	Iteration 0F: 2 clusters Score -1836168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1828523.875000 Penalty: 4567.484863
	Iteration 0F: 3 clusters Score -1828524 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1830752.875000 Penalty: 4567.484863
	Iteration 1F: 3 clusters Score -1830753 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1831094.250000 Penalty: 4567.484863
	Iteration 2F: 3 clusters Score -1831094 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1831309.375000 Penalty: 4567.484863
	Iteration 3F: 3 clusters Score -1831309 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1831468.250000 Penalty: 4567.484863
	Iteration 4Q: 3 clusters Score -1831468 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1831609.625000 Penalty: 4567.484863
	Iteration 5Q: 3 clusters Score -1831610 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1831744.125000 Penalty: 4567.484863
	Iteration 6Q: 3 clusters Score -1831744 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1831891.000000 Penalty: 4567.484863
	Iteration 7Q: 3 clusters Score -1831891 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1832042.500000 Penalty: 4567.484863
	Iteration 8Q: 3 clusters Score -1832042 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1832218.250000 Penalty: 4567.484863
	Iteration 9Q: 3 clusters Score -1832218 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1832417.750000 Penalty: 4567.484863
	Iteration 10Q: 3 clusters Score -1832418 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1832633.750000 Penalty: 4567.484863
	Iteration 11Q: 3 clusters Score -1832634 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1832859.500000 Penalty: 4567.484863
	Iteration 12Q: 3 clusters Score -1832860 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1833074.375000 Penalty: 4567.484863
	Iteration 13Q: 3 clusters Score -1833074 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1833281.250000 Penalty: 4567.484863
	Iteration 14Q: 3 clusters Score -1833281 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1833463.250000 Penalty: 4567.484863
	Iteration 15Q: 3 clusters Score -1833463 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1833614.125000 Penalty: 4567.484863
	Iteration 16Q: 3 clusters Score -1833614 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1833734.125000 Penalty: 4567.484863
	Iteration 17Q: 3 clusters Score -1833734 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1833831.375000 Penalty: 4567.484863
	Iteration 18Q: 3 clusters Score -1833831 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1833912.625000 Penalty: 4567.484863
	Iteration 19Q: 3 clusters Score -1833913 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1833976.375000 Penalty: 4567.484863
	Iteration 20F: 3 clusters Score -1833976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1834038.375000 Penalty: 4567.484863
	Iteration 21Q: 3 clusters Score -1834038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1834069.000000 Penalty: 4567.484863
	Iteration 22Q: 3 clusters Score -1834069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1834089.250000 Penalty: 4567.484863
	Iteration 23Q: 3 clusters Score -1834089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1834112.500000 Penalty: 4567.484863
	Iteration 24Q: 3 clusters Score -1834112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1834135.000000 Penalty: 4567.484863
	Iteration 25Q: 3 clusters Score -1834135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1834153.500000 Penalty: 4567.484863
	Iteration 26Q: 3 clusters Score -1834154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1834171.875000 Penalty: 4567.484863
	Iteration 27Q: 3 clusters Score -1834172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1834190.500000 Penalty: 4567.484863
	Iteration 28Q: 3 clusters Score -1834190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1834202.625000 Penalty: 4567.484863
	Iteration 29Q: 3 clusters Score -1834203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1834211.875000 Penalty: 4567.484863
	Iteration 30Q: 3 clusters Score -1834212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1834220.875000 Penalty: 4567.484863
	Iteration 31Q: 3 clusters Score -1834221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1834227.250000 Penalty: 4567.484863
	Iteration 32Q: 3 clusters Score -1834227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1834229.625000 Penalty: 4567.484863
	Iteration 33Q: 3 clusters Score -1834230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1834230.875000 Penalty: 4567.484863
	Iteration 34Q: 3 clusters Score -1834231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1834230.500000 Penalty: 4567.484863
	Iteration 35Q: 3 clusters Score -1834230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1834231.375000 Penalty: 4567.484863
	Iteration 36Q: 3 clusters Score -1834231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1834238.750000 Penalty: 4567.484863
	Iteration 37Q: 3 clusters Score -1834239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1834239.625000 Penalty: 4567.484863
	Iteration 38Q: 3 clusters Score -1834240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1834239.625000 Penalty: 4567.484863
	Iteration 39F: 3 clusters Score -1834240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Entering Unmasked Estep 
Score: -4916671.000000 Penalty: 2526.658691
	Iteration 0F: 2 clusters Score -4916671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4898396.000000 Penalty: 5053.317383
	Iteration 0F: 3 clusters Score -4898396 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4904680.000000 Penalty: 5053.317383
	Iteration 1F: 3 clusters Score -4904680 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -4905054.000000 Penalty: 5053.317383
	Iteration 2Q: 3 clusters Score -4905054 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -4905331.500000 Penalty: 5053.317383
	Iteration 3Q: 3 clusters Score -4905332 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4905567.000000 Penalty: 5053.317383
	Iteration 4Q: 3 clusters Score -4905567 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4905880.000000 Penalty: 5053.317383
	Iteration 5Q: 3 clusters Score -4905880 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -4906224.000000 Penalty: 5053.317383
	Iteration 6Q: 3 clusters Score -4906224 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -4906699.500000 Penalty: 5053.317383
	Iteration 7Q: 3 clusters Score -4906700 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4907472.500000 Penalty: 5053.317383
	Iteration 8F: 3 clusters Score -4907472 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -4908652.000000 Penalty: 5053.317383
	Iteration 9F: 3 clusters Score -4908652 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4910079.000000 Penalty: 5053.317383
	Iteration 10F: 3 clusters Score -4910079 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -4911653.500000 Penalty: 5053.317383
	Iteration 11F: 3 clusters Score -4911654 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -4912861.000000 Penalty: 5053.317383
	Iteration 12Q: 3 clusters Score -4912861 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4913583.000000 Penalty: 5053.317383
	Iteration 13Q: 3 clusters Score -4913583 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4914017.000000 Penalty: 5053.317383
	Iteration 14Q: 3 clusters Score -4914017 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -4914233.500000 Penalty: 5053.317383
	Iteration 15Q: 3 clusters Score -4914234 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -4914376.500000 Penalty: 5053.317383
	Iteration 16Q: 3 clusters Score -4914376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -4914442.000000 Penalty: 5053.317383
	Iteration 17Q: 3 clusters Score -4914442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -4914488.000000 Penalty: 5053.317383
	Iteration 18Q: 3 clusters Score -4914488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -4914504.000000 Penalty: 5053.317383
	Iteration 19Q: 3 clusters Score -4914504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -4914510.000000 Penalty: 5053.317383
	Iteration 20F: 3 clusters Score -4914510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4914516.000000 Penalty: 5053.317383
	Iteration 21Q: 3 clusters Score -4914516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -4914529.500000 Penalty: 5053.317383
	Iteration 22Q: 3 clusters Score -4914530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -4914532.000000 Penalty: 5053.317383
	Iteration 23Q: 3 clusters Score -4914532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -4914537.500000 Penalty: 5053.317383
	Iteration 24Q: 3 clusters Score -4914538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -4914544.500000 Penalty: 5053.317383
	Iteration 25Q: 3 clusters Score -4914544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -4914547.500000 Penalty: 5053.317383
	Iteration 26Q: 3 clusters Score -4914548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -4914563.500000 Penalty: 5053.317383
	Iteration 27Q: 3 clusters Score -4914564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -4914577.000000 Penalty: 5053.317383
	Iteration 28Q: 3 clusters Score -4914577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -4914586.000000 Penalty: 5053.317383
	Iteration 29Q: 3 clusters Score -4914586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -4914585.000000 Penalty: 5053.317383
	Iteration 30Q: 3 clusters Score -4914585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -4914604.000000 Penalty: 5053.317383
	Iteration 31Q: 3 clusters Score -4914604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -4914602.000000 Penalty: 5053.317383
	Iteration 32Q: 3 clusters Score -4914602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -4914600.000000 Penalty: 5053.317383
	Iteration 33Q: 3 clusters Score -4914600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -4914600.000000 Penalty: 5053.317383
	Iteration 34F: 3 clusters Score -4914600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Entering Unmasked Estep 
Score: -7900167.500000 Penalty: 2645.693115
	Iteration 0F: 2 clusters Score -7900168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -7871184.500000 Penalty: 5291.386230
	Iteration 0F: 3 clusters Score -7871184 nChanged 19839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -7882178.500000 Penalty: 5291.386230
	Iteration 1F: 3 clusters Score -7882178 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -7882630.500000 Penalty: 5291.386230
	Iteration 2Q: 3 clusters Score -7882630 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -7883047.500000 Penalty: 5291.386230
	Iteration 3Q: 3 clusters Score -7883048 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -7883456.500000 Penalty: 5291.386230
	Iteration 4Q: 3 clusters Score -7883456 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -7883953.000000 Penalty: 5291.386230
	Iteration 5Q: 3 clusters Score -7883953 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -7884539.500000 Penalty: 5291.386230
	Iteration 6Q: 3 clusters Score -7884540 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -7885263.000000 Penalty: 5291.386230
	Iteration 7Q: 3 clusters Score -7885263 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -7886261.000000 Penalty: 5291.386230
	Iteration 8Q: 3 clusters Score -7886261 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -7887663.000000 Penalty: 5291.386230
	Iteration 9Q: 3 clusters Score -7887663 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -7889214.000000 Penalty: 5291.386230
	Iteration 10F: 3 clusters Score -7889214 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -7890734.500000 Penalty: 5291.386230
	Iteration 11Q: 3 clusters Score -7890734 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -7891840.000000 Penalty: 5291.386230
	Iteration 12Q: 3 clusters Score -7891840 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -7892574.500000 Penalty: 5291.386230
	Iteration 13Q: 3 clusters Score -7892574 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -7893040.500000 Penalty: 5291.386230
	Iteration 14Q: 3 clusters Score -7893040 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -7893371.000000 Penalty: 5291.386230
	Iteration 15Q: 3 clusters Score -7893371 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -7893504.000000 Penalty: 5291.386230
	Iteration 16Q: 3 clusters Score -7893504 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -7893562.500000 Penalty: 5291.386230
	Iteration 17Q: 3 clusters Score -7893562 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -7893680.000000 Penalty: 5291.386230
	Iteration 18Q: 3 clusters Score -7893680 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -7893758.500000 Penalty: 5291.386230
	Iteration 19Q: 3 clusters Score -7893758 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -7893844.500000 Penalty: 5291.386230
	Iteration 20F: 3 clusters Score -7893844 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -7893915.000000 Penalty: 5291.386230
	Iteration 21Q: 3 clusters Score -7893915 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -7893998.000000 Penalty: 5291.386230
	Iteration 22Q: 3 clusters Score -7893998 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -7894114.000000 Penalty: 5291.386230
	Iteration 23Q: 3 clusters Score -7894114 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -7894190.500000 Penalty: 5291.386230
	Iteration 24Q: 3 clusters Score -7894190 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -7894297.500000 Penalty: 5291.386230
	Iteration 25Q: 3 clusters Score -7894298 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -7894423.500000 Penalty: 5291.386230
	Iteration 26Q: 3 clusters Score -7894424 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -7894569.500000 Penalty: 5291.386230
	Iteration 27Q: 3 clusters Score -7894570 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -7894705.500000 Penalty: 5291.386230
	Iteration 28Q: 3 clusters Score -7894706 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -7894845.000000 Penalty: 5291.386230
	Iteration 29Q: 3 clusters Score -7894845 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -7895061.000000 Penalty: 5291.386230
	Iteration 30Q: 3 clusters Score -7895061 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -7895250.000000 Penalty: 5291.386230
	Iteration 31Q: 3 clusters Score -7895250 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -7895490.500000 Penalty: 5291.386230
	Iteration 32Q: 3 clusters Score -7895490 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -7895645.500000 Penalty: 5291.386230
	Iteration 33Q: 3 clusters Score -7895646 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7895840.500000 Penalty: 5291.386230
	Iteration 34Q: 3 clusters Score -7895840 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -7896067.500000 Penalty: 5291.386230
	Iteration 35Q: 3 clusters Score -7896068 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -7896275.000000 Penalty: 5291.386230
	Iteration 36Q: 3 clusters Score -7896275 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -7896483.500000 Penalty: 5291.386230
	Iteration 37Q: 3 clusters Score -7896484 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -7896690.500000 Penalty: 5291.386230
	Iteration 38Q: 3 clusters Score -7896690 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -7896850.500000 Penalty: 5291.386230
	Iteration 39Q: 3 clusters Score -7896850 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -7896999.000000 Penalty: 5291.386230
	Iteration 40F: 3 clusters Score -7896999 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -7897115.500000 Penalty: 5291.386230
	Iteration 41Q: 3 clusters Score -7897116 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -7897250.500000 Penalty: 5291.386230
	Iteration 42Q: 3 clusters Score -7897250 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -7897344.000000 Penalty: 5291.386230
	Iteration 43Q: 3 clusters Score -7897344 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -7897418.500000 Penalty: 5291.386230
	Iteration 44Q: 3 clusters Score -7897418 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -7897494.500000 Penalty: 5291.386230
	Iteration 45Q: 3 clusters Score -7897494 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -7897532.500000 Penalty: 5291.386230
	Iteration 46Q: 3 clusters Score -7897532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -7897589.000000 Penalty: 5291.386230
	Iteration 47Q: 3 clusters Score -7897589 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -7897663.500000 Penalty: 5291.386230
	Iteration 48Q: 3 clusters Score -7897664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -7897708.500000 Penalty: 5291.386230
	Iteration 49Q: 3 clusters Score -7897708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -7897732.000000 Penalty: 5291.386230
	Iteration 50Q: 3 clusters Score -7897732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -7897751.500000 Penalty: 5291.386230
	Iteration 51Q: 3 clusters Score -7897752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -7897785.000000 Penalty: 5291.386230
	Iteration 52Q: 3 clusters Score -7897785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -7897793.000000 Penalty: 5291.386230
	Iteration 53Q: 3 clusters Score -7897793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -7897802.500000 Penalty: 5291.386230
	Iteration 54Q: 3 clusters Score -7897802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -7897811.000000 Penalty: 5291.386230
	Iteration 55Q: 3 clusters Score -7897811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -7897819.000000 Penalty: 5291.386230
	Iteration 56Q: 3 clusters Score -7897819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -7897816.000000 Penalty: 5291.386230
	Iteration 57Q: 3 clusters Score -7897816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -7897819.500000 Penalty: 5291.386230
	Iteration 58Q: 3 clusters Score -7897820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -7897835.500000 Penalty: 5291.386230
	Iteration 59Q: 3 clusters Score -7897836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -7897838.500000 Penalty: 5291.386230
	Iteration 60F: 3 clusters Score -7897838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -7897839.000000 Penalty: 5291.386230
	Iteration 61Q: 3 clusters Score -7897839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -7897844.500000 Penalty: 5291.386230
	Iteration 62Q: 3 clusters Score -7897844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -7897846.000000 Penalty: 5291.386230
	Iteration 63Q: 3 clusters Score -7897846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -7897847.000000 Penalty: 5291.386230
	Iteration 64Q: 3 clusters Score -7897847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -7897843.000000 Penalty: 5291.386230
	Iteration 65Q: 3 clusters Score -7897843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -7897849.000000 Penalty: 5291.386230
	Iteration 66Q: 3 clusters Score -7897849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -7897849.000000 Penalty: 5291.386230
	Iteration 67F: 3 clusters Score -7897849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Entering Unmasked Estep 
Score: -8676639.000000 Penalty: 2665.579346
	Iteration 0F: 2 clusters Score -8676639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -8647307.000000 Penalty: 5331.158691
	Iteration 0F: 3 clusters Score -8647307 nChanged 21364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -8659074.000000 Penalty: 5331.158691
	Iteration 1F: 3 clusters Score -8659074 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -8659671.000000 Penalty: 5331.158691
	Iteration 2Q: 3 clusters Score -8659671 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -8660159.000000 Penalty: 5331.158691
	Iteration 3Q: 3 clusters Score -8660159 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -8660920.000000 Penalty: 5331.158691
	Iteration 4Q: 3 clusters Score -8660920 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -8662005.000000 Penalty: 5331.158691
	Iteration 5F: 3 clusters Score -8662005 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -8663952.000000 Penalty: 5331.158691
	Iteration 6F: 3 clusters Score -8663952 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -8666746.000000 Penalty: 5331.158691
	Iteration 7F: 3 clusters Score -8666746 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -8670119.000000 Penalty: 5331.158691
	Iteration 8F: 3 clusters Score -8670119 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8672743.000000 Penalty: 5331.158691
	Iteration 9F: 3 clusters Score -8672743 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8673792.000000 Penalty: 5331.158691
	Iteration 10Q: 3 clusters Score -8673792 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8674068.000000 Penalty: 5331.158691
	Iteration 11Q: 3 clusters Score -8674068 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8674204.000000 Penalty: 5331.158691
	Iteration 12Q: 3 clusters Score -8674204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8674263.000000 Penalty: 5331.158691
	Iteration 13Q: 3 clusters Score -8674263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8674300.000000 Penalty: 5331.158691
	Iteration 14Q: 3 clusters Score -8674300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8674309.000000 Penalty: 5331.158691
	Iteration 15Q: 3 clusters Score -8674309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8674321.000000 Penalty: 5331.158691
	Iteration 16Q: 3 clusters Score -8674321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8674335.000000 Penalty: 5331.158691
	Iteration 17Q: 3 clusters Score -8674335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8674342.000000 Penalty: 5331.158691
	Iteration 18Q: 3 clusters Score -8674342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8674347.000000 Penalty: 5331.158691
	Iteration 19Q: 3 clusters Score -8674347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8674348.000000 Penalty: 5331.158691
	Iteration 20F: 3 clusters Score -8674348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8674364.000000 Penalty: 5331.158691
	Iteration 21Q: 3 clusters Score -8674364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8674365.000000 Penalty: 5331.158691
	Iteration 22Q: 3 clusters Score -8674365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8674370.000000 Penalty: 5331.158691
	Iteration 23Q: 3 clusters Score -8674370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8674370.000000 Penalty: 5331.158691
	Iteration 24F: 3 clusters Score -8674370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Entering Unmasked Estep 
Score: -5405678.000000 Penalty: 2549.704834
	Iteration 0F: 2 clusters Score -5405678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -5385570.000000 Penalty: 5099.409668
	Iteration 0F: 3 clusters Score -5385570 nChanged 13106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -5393020.500000 Penalty: 5099.409668
	Iteration 1F: 3 clusters Score -5393020 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -5394034.500000 Penalty: 5099.409668
	Iteration 2F: 3 clusters Score -5394034 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5395258.000000 Penalty: 5099.409668
	Iteration 3F: 3 clusters Score -5395258 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5396522.000000 Penalty: 5099.409668
	Iteration 4F: 3 clusters Score -5396522 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -5397770.000000 Penalty: 5099.409668
	Iteration 5F: 3 clusters Score -5397770 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -5399065.500000 Penalty: 5099.409668
	Iteration 6F: 3 clusters Score -5399066 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -5400369.000000 Penalty: 5099.409668
	Iteration 7F: 3 clusters Score -5400369 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -5401553.000000 Penalty: 5099.409668
	Iteration 8F: 3 clusters Score -5401553 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -5402318.500000 Penalty: 5099.409668
	Iteration 9Q: 3 clusters Score -5402318 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -5402763.000000 Penalty: 5099.409668
	Iteration 10Q: 3 clusters Score -5402763 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -5403105.000000 Penalty: 5099.409668
	Iteration 11Q: 3 clusters Score -5403105 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -5403347.000000 Penalty: 5099.409668
	Iteration 12Q: 3 clusters Score -5403347 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -5403507.000000 Penalty: 5099.409668
	Iteration 13Q: 3 clusters Score -5403507 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -5403629.000000 Penalty: 5099.409668
	Iteration 14Q: 3 clusters Score -5403629 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -5403745.500000 Penalty: 5099.409668
	Iteration 15Q: 3 clusters Score -5403746 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -5403829.000000 Penalty: 5099.409668
	Iteration 16Q: 3 clusters Score -5403829 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -5403917.000000 Penalty: 5099.409668
	Iteration 17Q: 3 clusters Score -5403917 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -5403970.500000 Penalty: 5099.409668
	Iteration 18Q: 3 clusters Score -5403970 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -5404010.500000 Penalty: 5099.409668
	Iteration 19Q: 3 clusters Score -5404010 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -5404056.500000 Penalty: 5099.409668
	Iteration 20F: 3 clusters Score -5404056 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -5404096.500000 Penalty: 5099.409668
	Iteration 21Q: 3 clusters Score -5404096 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -5404129.000000 Penalty: 5099.409668
	Iteration 22Q: 3 clusters Score -5404129 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -5404165.000000 Penalty: 5099.409668
	Iteration 23Q: 3 clusters Score -5404165 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -5404204.500000 Penalty: 5099.409668
	Iteration 24Q: 3 clusters Score -5404204 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -5404239.500000 Penalty: 5099.409668
	Iteration 25Q: 3 clusters Score -5404240 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -5404253.000000 Penalty: 5099.409668
	Iteration 26Q: 3 clusters Score -5404253 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -5404302.500000 Penalty: 5099.409668
	Iteration 27Q: 3 clusters Score -5404302 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -5404335.500000 Penalty: 5099.409668
	Iteration 28Q: 3 clusters Score -5404336 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -5404356.500000 Penalty: 5099.409668
	Iteration 29Q: 3 clusters Score -5404356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -5404380.000000 Penalty: 5099.409668
	Iteration 30Q: 3 clusters Score -5404380 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -5404409.000000 Penalty: 5099.409668
	Iteration 31Q: 3 clusters Score -5404409 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -5404448.000000 Penalty: 5099.409668
	Iteration 32Q: 3 clusters Score -5404448 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -5404448.500000 Penalty: 5099.409668
	Iteration 33Q: 3 clusters Score -5404448 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -5404472.000000 Penalty: 5099.409668
	Iteration 34Q: 3 clusters Score -5404472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -5404477.000000 Penalty: 5099.409668
	Iteration 35Q: 3 clusters Score -5404477 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5404488.000000 Penalty: 5099.409668
	Iteration 36Q: 3 clusters Score -5404488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5404491.000000 Penalty: 5099.409668
	Iteration 37Q: 3 clusters Score -5404491 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5404518.500000 Penalty: 5099.409668
	Iteration 38Q: 3 clusters Score -5404518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5404536.000000 Penalty: 5099.409668
	Iteration 39Q: 3 clusters Score -5404536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -5404538.500000 Penalty: 5099.409668
	Iteration 40F: 3 clusters Score -5404538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -5404545.000000 Penalty: 5099.409668
	Iteration 41Q: 3 clusters Score -5404545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -5404536.500000 Penalty: 5099.409668
	Iteration 42Q: 3 clusters Score -5404536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -5404552.000000 Penalty: 5099.409668
	Iteration 43Q: 3 clusters Score -5404552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5404548.500000 Penalty: 5099.409668
	Iteration 44Q: 3 clusters Score -5404548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -5404553.500000 Penalty: 5099.409668
	Iteration 45Q: 3 clusters Score -5404554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5404567.000000 Penalty: 5099.409668
	Iteration 46Q: 3 clusters Score -5404567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -5404574.500000 Penalty: 5099.409668
	Iteration 47Q: 3 clusters Score -5404574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -5404579.500000 Penalty: 5099.409668
	Iteration 48Q: 3 clusters Score -5404580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -5404575.500000 Penalty: 5099.409668
	Iteration 49Q: 3 clusters Score -5404576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5404579.000000 Penalty: 5099.409668
	Iteration 50Q: 3 clusters Score -5404579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -5404575.000000 Penalty: 5099.409668
	Iteration 51Q: 3 clusters Score -5404575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -5404581.500000 Penalty: 5099.409668
	Iteration 52Q: 3 clusters Score -5404582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -5404588.000000 Penalty: 5099.409668
	Iteration 53Q: 3 clusters Score -5404588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -5404580.000000 Penalty: 5099.409668
	Iteration 54Q: 3 clusters Score -5404580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -5404582.000000 Penalty: 5099.409668
	Iteration 55Q: 3 clusters Score -5404582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -5404590.000000 Penalty: 5099.409668
	Iteration 56Q: 3 clusters Score -5404590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5404584.500000 Penalty: 5099.409668
	Iteration 57Q: 3 clusters Score -5404584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -5404585.000000 Penalty: 5099.409668
	Iteration 58Q: 3 clusters Score -5404585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5404584.500000 Penalty: 5099.409668
	Iteration 59Q: 3 clusters Score -5404584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5404595.500000 Penalty: 5099.409668
	Iteration 60F: 3 clusters Score -5404596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5404605.500000 Penalty: 5099.409668
	Iteration 61Q: 3 clusters Score -5404606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -5404610.000000 Penalty: 5099.409668
	Iteration 62Q: 3 clusters Score -5404610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -5404598.500000 Penalty: 5099.409668
	Iteration 63Q: 3 clusters Score -5404598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5404596.500000 Penalty: 5099.409668
	Iteration 64Q: 3 clusters Score -5404596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -5404605.500000 Penalty: 5099.409668
	Iteration 65Q: 3 clusters Score -5404606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5404607.500000 Penalty: 5099.409668
	Iteration 66Q: 3 clusters Score -5404608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -5404604.000000 Penalty: 5099.409668
	Iteration 67Q: 3 clusters Score -5404604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -5404607.000000 Penalty: 5099.409668
	Iteration 68Q: 3 clusters Score -5404607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -5404609.500000 Penalty: 5099.409668
	Iteration 69Q: 3 clusters Score -5404610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5404613.000000 Penalty: 5099.409668
	Iteration 70Q: 3 clusters Score -5404613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5404612.000000 Penalty: 5099.409668
	Iteration 71Q: 3 clusters Score -5404612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5404601.000000 Penalty: 5099.409668
	Iteration 72Q: 3 clusters Score -5404601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -5404609.000000 Penalty: 5099.409668
	Iteration 73Q: 3 clusters Score -5404609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -5404625.500000 Penalty: 5099.409668
	Iteration 74Q: 3 clusters Score -5404626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -5404634.000000 Penalty: 5099.409668
	Iteration 75Q: 3 clusters Score -5404634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -5404624.500000 Penalty: 5099.409668
	Iteration 76Q: 3 clusters Score -5404624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -5404628.500000 Penalty: 5099.409668
	Iteration 77Q: 3 clusters Score -5404628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5404629.500000 Penalty: 5099.409668
	Iteration 78Q: 3 clusters Score -5404630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -5404626.500000 Penalty: 5099.409668
	Iteration 79Q: 3 clusters Score -5404626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -5404630.500000 Penalty: 5099.409668
	Iteration 80F: 3 clusters Score -5404630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -5404633.500000 Penalty: 5099.409668
	Iteration 81Q: 3 clusters Score -5404634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5404632.500000 Penalty: 5099.409668
	Iteration 82Q: 3 clusters Score -5404632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -5404638.000000 Penalty: 5099.409668
	Iteration 83Q: 3 clusters Score -5404638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -5404633.500000 Penalty: 5099.409668
	Iteration 84Q: 3 clusters Score -5404634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5404637.000000 Penalty: 5099.409668
	Iteration 85Q: 3 clusters Score -5404637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5404637.000000 Penalty: 5099.409668
	Iteration 86F: 3 clusters Score -5404637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Entering Unmasked Estep 
Score: -8005970.000000 Penalty: 2646.902344
	Iteration 0F: 2 clusters Score -8005970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -7977497.000000 Penalty: 5293.804688
	Iteration 0F: 3 clusters Score -7977497 nChanged 19727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -7988401.500000 Penalty: 5293.804688
	Iteration 1F: 3 clusters Score -7988402 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -7988955.500000 Penalty: 5293.804688
	Iteration 2Q: 3 clusters Score -7988956 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -7989398.000000 Penalty: 5293.804688
	Iteration 3Q: 3 clusters Score -7989398 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -7989940.500000 Penalty: 5293.804688
	Iteration 4Q: 3 clusters Score -7989940 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -7990449.000000 Penalty: 5293.804688
	Iteration 5Q: 3 clusters Score -7990449 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -7991055.500000 Penalty: 5293.804688
	Iteration 6Q: 3 clusters Score -7991056 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -7991892.000000 Penalty: 5293.804688
	Iteration 7Q: 3 clusters Score -7991892 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -7993158.500000 Penalty: 5293.804688
	Iteration 8F: 3 clusters Score -7993158 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -7994661.000000 Penalty: 5293.804688
	Iteration 9F: 3 clusters Score -7994661 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -7996416.500000 Penalty: 5293.804688
	Iteration 10F: 3 clusters Score -7996416 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -7998070.500000 Penalty: 5293.804688
	Iteration 11Q: 3 clusters Score -7998070 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -7999486.500000 Penalty: 5293.804688
	Iteration 12Q: 3 clusters Score -7999486 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -8000432.500000 Penalty: 5293.804688
	Iteration 13Q: 3 clusters Score -8000432 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -8001052.500000 Penalty: 5293.804688
	Iteration 14Q: 3 clusters Score -8001052 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -8001427.500000 Penalty: 5293.804688
	Iteration 15Q: 3 clusters Score -8001428 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -8001713.500000 Penalty: 5293.804688
	Iteration 16Q: 3 clusters Score -8001714 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -8002002.500000 Penalty: 5293.804688
	Iteration 17Q: 3 clusters Score -8002002 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -8002262.500000 Penalty: 5293.804688
	Iteration 18Q: 3 clusters Score -8002262 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -8002453.000000 Penalty: 5293.804688
	Iteration 19Q: 3 clusters Score -8002453 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -8002584.500000 Penalty: 5293.804688
	Iteration 20F: 3 clusters Score -8002584 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -8002737.500000 Penalty: 5293.804688
	Iteration 21Q: 3 clusters Score -8002738 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -8002850.000000 Penalty: 5293.804688
	Iteration 22Q: 3 clusters Score -8002850 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -8002918.500000 Penalty: 5293.804688
	Iteration 23Q: 3 clusters Score -8002918 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -8003057.500000 Penalty: 5293.804688
	Iteration 24Q: 3 clusters Score -8003058 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -8003171.500000 Penalty: 5293.804688
	Iteration 25Q: 3 clusters Score -8003172 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -8003290.500000 Penalty: 5293.804688
	Iteration 26Q: 3 clusters Score -8003290 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -8003338.500000 Penalty: 5293.804688
	Iteration 27Q: 3 clusters Score -8003338 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -8003414.500000 Penalty: 5293.804688
	Iteration 28Q: 3 clusters Score -8003414 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -8003483.000000 Penalty: 5293.804688
	Iteration 29Q: 3 clusters Score -8003483 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -8003537.000000 Penalty: 5293.804688
	Iteration 30Q: 3 clusters Score -8003537 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -8003588.000000 Penalty: 5293.804688
	Iteration 31Q: 3 clusters Score -8003588 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -8003608.500000 Penalty: 5293.804688
	Iteration 32Q: 3 clusters Score -8003608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -8003656.500000 Penalty: 5293.804688
	Iteration 33Q: 3 clusters Score -8003656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -8003702.000000 Penalty: 5293.804688
	Iteration 34Q: 3 clusters Score -8003702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -8003743.000000 Penalty: 5293.804688
	Iteration 35Q: 3 clusters Score -8003743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -8003752.500000 Penalty: 5293.804688
	Iteration 36Q: 3 clusters Score -8003752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -8003774.000000 Penalty: 5293.804688
	Iteration 37Q: 3 clusters Score -8003774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -8003776.500000 Penalty: 5293.804688
	Iteration 38Q: 3 clusters Score -8003776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -8003781.500000 Penalty: 5293.804688
	Iteration 39Q: 3 clusters Score -8003782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -8003785.500000 Penalty: 5293.804688
	Iteration 40F: 3 clusters Score -8003786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -8003793.000000 Penalty: 5293.804688
	Iteration 41Q: 3 clusters Score -8003793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -8003794.500000 Penalty: 5293.804688
	Iteration 42Q: 3 clusters Score -8003794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -8003799.000000 Penalty: 5293.804688
	Iteration 43Q: 3 clusters Score -8003799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -8003791.500000 Penalty: 5293.804688
	Iteration 44Q: 3 clusters Score -8003792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -8003795.500000 Penalty: 5293.804688
	Iteration 45Q: 3 clusters Score -8003796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -8003795.500000 Penalty: 5293.804688
	Iteration 46F: 3 clusters Score -8003796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Entering Unmasked Estep 
Score: -8822270.000000 Penalty: 2668.434326
	Iteration 0F: 2 clusters Score -8822270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -8793574.000000 Penalty: 5336.868652
	Iteration 0F: 3 clusters Score -8793574 nChanged 21739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -8805559.000000 Penalty: 5336.868652
	Iteration 1F: 3 clusters Score -8805559 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -8806132.000000 Penalty: 5336.868652
	Iteration 2Q: 3 clusters Score -8806132 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -8806688.000000 Penalty: 5336.868652
	Iteration 3Q: 3 clusters Score -8806688 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -8807327.000000 Penalty: 5336.868652
	Iteration 4Q: 3 clusters Score -8807327 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -8807995.000000 Penalty: 5336.868652
	Iteration 5Q: 3 clusters Score -8807995 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -8808766.000000 Penalty: 5336.868652
	Iteration 6Q: 3 clusters Score -8808766 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -8809770.000000 Penalty: 5336.868652
	Iteration 7Q: 3 clusters Score -8809770 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -8811320.000000 Penalty: 5336.868652
	Iteration 8F: 3 clusters Score -8811320 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -8813240.000000 Penalty: 5336.868652
	Iteration 9F: 3 clusters Score -8813240 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -8815291.000000 Penalty: 5336.868652
	Iteration 10F: 3 clusters Score -8815291 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -8816842.000000 Penalty: 5336.868652
	Iteration 11F: 3 clusters Score -8816842 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -8817698.000000 Penalty: 5336.868652
	Iteration 12Q: 3 clusters Score -8817698 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -8818194.000000 Penalty: 5336.868652
	Iteration 13Q: 3 clusters Score -8818194 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -8818596.000000 Penalty: 5336.868652
	Iteration 14Q: 3 clusters Score -8818596 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -8818880.000000 Penalty: 5336.868652
	Iteration 15Q: 3 clusters Score -8818880 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8819249.000000 Penalty: 5336.868652
	Iteration 16Q: 3 clusters Score -8819249 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -8819488.000000 Penalty: 5336.868652
	Iteration 17Q: 3 clusters Score -8819488 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -8819706.000000 Penalty: 5336.868652
	Iteration 18Q: 3 clusters Score -8819706 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -8819859.000000 Penalty: 5336.868652
	Iteration 19Q: 3 clusters Score -8819859 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -8819988.000000 Penalty: 5336.868652
	Iteration 20F: 3 clusters Score -8819988 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -8820131.000000 Penalty: 5336.868652
	Iteration 21Q: 3 clusters Score -8820131 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -8820255.000000 Penalty: 5336.868652
	Iteration 22Q: 3 clusters Score -8820255 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -8820336.000000 Penalty: 5336.868652
	Iteration 23Q: 3 clusters Score -8820336 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -8820385.000000 Penalty: 5336.868652
	Iteration 24Q: 3 clusters Score -8820385 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -8820425.000000 Penalty: 5336.868652
	Iteration 25Q: 3 clusters Score -8820425 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -8820449.000000 Penalty: 5336.868652
	Iteration 26Q: 3 clusters Score -8820449 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -8820486.000000 Penalty: 5336.868652
	Iteration 27Q: 3 clusters Score -8820486 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -8820521.000000 Penalty: 5336.868652
	Iteration 28Q: 3 clusters Score -8820521 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -8820539.000000 Penalty: 5336.868652
	Iteration 29Q: 3 clusters Score -8820539 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -8820541.000000 Penalty: 5336.868652
	Iteration 30Q: 3 clusters Score -8820541 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -8820535.000000 Penalty: 5336.868652
	Iteration 31Q: 3 clusters Score -8820535 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -8820535.000000 Penalty: 5336.868652
	Iteration 32Q: 3 clusters Score -8820535 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -8820572.000000 Penalty: 5336.868652
	Iteration 33Q: 3 clusters Score -8820572 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -8820567.000000 Penalty: 5336.868652
	Iteration 34Q: 3 clusters Score -8820567 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -8820549.000000 Penalty: 5336.868652
	Iteration 35Q: 3 clusters Score -8820549 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -8820557.000000 Penalty: 5336.868652
	Iteration 36Q: 3 clusters Score -8820557 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -8820574.000000 Penalty: 5336.868652
	Iteration 37Q: 3 clusters Score -8820574 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -8820602.000000 Penalty: 5336.868652
	Iteration 38Q: 3 clusters Score -8820602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -8820601.000000 Penalty: 5336.868652
	Iteration 39Q: 3 clusters Score -8820601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -8820606.000000 Penalty: 5336.868652
	Iteration 40F: 3 clusters Score -8820606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -8820604.000000 Penalty: 5336.868652
	Iteration 41Q: 3 clusters Score -8820604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -8820602.000000 Penalty: 5336.868652
	Iteration 42Q: 3 clusters Score -8820602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -8820610.000000 Penalty: 5336.868652
	Iteration 43Q: 3 clusters Score -8820610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -8820619.000000 Penalty: 5336.868652
	Iteration 44Q: 3 clusters Score -8820619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -8820614.000000 Penalty: 5336.868652
	Iteration 45Q: 3 clusters Score -8820614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -8820616.000000 Penalty: 5336.868652
	Iteration 46Q: 3 clusters Score -8820616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -8820612.000000 Penalty: 5336.868652
	Iteration 47Q: 3 clusters Score -8820612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -8820598.000000 Penalty: 5336.868652
	Iteration 48Q: 3 clusters Score -8820598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -8820598.000000 Penalty: 5336.868652
	Iteration 49Q: 3 clusters Score -8820598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -8820606.000000 Penalty: 5336.868652
	Iteration 50Q: 3 clusters Score -8820606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -8820600.000000 Penalty: 5336.868652
	Iteration 51Q: 3 clusters Score -8820600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -8820602.000000 Penalty: 5336.868652
	Iteration 52Q: 3 clusters Score -8820602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -8820606.000000 Penalty: 5336.868652
	Iteration 53Q: 3 clusters Score -8820606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -8820599.000000 Penalty: 5336.868652
	Iteration 54Q: 3 clusters Score -8820599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -8820592.000000 Penalty: 5336.868652
	Iteration 55Q: 3 clusters Score -8820592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -8820583.000000 Penalty: 5336.868652
	Iteration 56Q: 3 clusters Score -8820583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -8820595.000000 Penalty: 5336.868652
	Iteration 57Q: 3 clusters Score -8820595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -8820593.000000 Penalty: 5336.868652
	Iteration 58Q: 3 clusters Score -8820593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -8820599.000000 Penalty: 5336.868652
	Iteration 59Q: 3 clusters Score -8820599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -8820591.000000 Penalty: 5336.868652
	Iteration 60F: 3 clusters Score -8820591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -8820599.000000 Penalty: 5336.868652
	Iteration 61Q: 3 clusters Score -8820599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -8820606.000000 Penalty: 5336.868652
	Iteration 62Q: 3 clusters Score -8820606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -8820607.000000 Penalty: 5336.868652
	Iteration 63Q: 3 clusters Score -8820607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -8820604.000000 Penalty: 5336.868652
	Iteration 64Q: 3 clusters Score -8820604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -8820592.000000 Penalty: 5336.868652
	Iteration 65Q: 3 clusters Score -8820592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -8820590.000000 Penalty: 5336.868652
	Iteration 66Q: 3 clusters Score -8820590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -8820591.000000 Penalty: 5336.868652
	Iteration 67Q: 3 clusters Score -8820591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -8820590.000000 Penalty: 5336.868652
	Iteration 68Q: 3 clusters Score -8820590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -8820590.000000 Penalty: 5336.868652
	Iteration 69Q: 3 clusters Score -8820590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -8820573.000000 Penalty: 5336.868652
	Iteration 70Q: 3 clusters Score -8820573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -8820580.000000 Penalty: 5336.868652
	Iteration 71Q: 3 clusters Score -8820580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -8820571.000000 Penalty: 5336.868652
	Iteration 72Q: 3 clusters Score -8820571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -8820567.000000 Penalty: 5336.868652
	Iteration 73Q: 3 clusters Score -8820567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8820570.000000 Penalty: 5336.868652
	Iteration 74Q: 3 clusters Score -8820570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8820570.000000 Penalty: 5336.868652
	Iteration 75F: 3 clusters Score -8820570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Entering Unmasked Estep 
Score: -7876114.500000 Penalty: 2644.733154
	Iteration 0F: 2 clusters Score -7876114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -7847332.500000 Penalty: 5289.466309
	Iteration 0F: 3 clusters Score -7847332 nChanged 19607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -7858121.000000 Penalty: 5289.466309
	Iteration 1F: 3 clusters Score -7858121 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -7858947.500000 Penalty: 5289.466309
	Iteration 2Q: 3 clusters Score -7858948 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -7860023.500000 Penalty: 5289.466309
	Iteration 3F: 3 clusters Score -7860024 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -7861334.000000 Penalty: 5289.466309
	Iteration 4F: 3 clusters Score -7861334 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -7862882.000000 Penalty: 5289.466309
	Iteration 5F: 3 clusters Score -7862882 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -7864879.500000 Penalty: 5289.466309
	Iteration 6F: 3 clusters Score -7864880 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -7867367.500000 Penalty: 5289.466309
	Iteration 7F: 3 clusters Score -7867368 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -7869847.000000 Penalty: 5289.466309
	Iteration 8F: 3 clusters Score -7869847 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -7871488.000000 Penalty: 5289.466309
	Iteration 9Q: 3 clusters Score -7871488 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -7872161.000000 Penalty: 5289.466309
	Iteration 10Q: 3 clusters Score -7872161 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -7872520.000000 Penalty: 5289.466309
	Iteration 11Q: 3 clusters Score -7872520 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -7872800.500000 Penalty: 5289.466309
	Iteration 12Q: 3 clusters Score -7872800 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -7873010.000000 Penalty: 5289.466309
	Iteration 13Q: 3 clusters Score -7873010 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -7873197.500000 Penalty: 5289.466309
	Iteration 14Q: 3 clusters Score -7873198 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -7873354.000000 Penalty: 5289.466309
	Iteration 15Q: 3 clusters Score -7873354 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -7873481.500000 Penalty: 5289.466309
	Iteration 16Q: 3 clusters Score -7873482 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -7873635.000000 Penalty: 5289.466309
	Iteration 17Q: 3 clusters Score -7873635 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -7873707.000000 Penalty: 5289.466309
	Iteration 18Q: 3 clusters Score -7873707 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -7873807.000000 Penalty: 5289.466309
	Iteration 19Q: 3 clusters Score -7873807 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -7873890.000000 Penalty: 5289.466309
	Iteration 20F: 3 clusters Score -7873890 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7873939.000000 Penalty: 5289.466309
	Iteration 21Q: 3 clusters Score -7873939 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -7874013.500000 Penalty: 5289.466309
	Iteration 22Q: 3 clusters Score -7874014 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -7874065.500000 Penalty: 5289.466309
	Iteration 23Q: 3 clusters Score -7874066 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -7874106.000000 Penalty: 5289.466309
	Iteration 24Q: 3 clusters Score -7874106 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -7874138.500000 Penalty: 5289.466309
	Iteration 25Q: 3 clusters Score -7874138 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -7874164.000000 Penalty: 5289.466309
	Iteration 26Q: 3 clusters Score -7874164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -7874180.000000 Penalty: 5289.466309
	Iteration 27Q: 3 clusters Score -7874180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -7874211.500000 Penalty: 5289.466309
	Iteration 28Q: 3 clusters Score -7874212 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7874238.000000 Penalty: 5289.466309
	Iteration 29Q: 3 clusters Score -7874238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -7874253.000000 Penalty: 5289.466309
	Iteration 30Q: 3 clusters Score -7874253 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -7874289.500000 Penalty: 5289.466309
	Iteration 31Q: 3 clusters Score -7874290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7874292.500000 Penalty: 5289.466309
	Iteration 32Q: 3 clusters Score -7874292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -7874307.500000 Penalty: 5289.466309
	Iteration 33Q: 3 clusters Score -7874308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -7874312.000000 Penalty: 5289.466309
	Iteration 34Q: 3 clusters Score -7874312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7874342.000000 Penalty: 5289.466309
	Iteration 35Q: 3 clusters Score -7874342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7874346.500000 Penalty: 5289.466309
	Iteration 36Q: 3 clusters Score -7874346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -7874352.500000 Penalty: 5289.466309
	Iteration 37Q: 3 clusters Score -7874352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7874350.000000 Penalty: 5289.466309
	Iteration 38Q: 3 clusters Score -7874350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -7874351.500000 Penalty: 5289.466309
	Iteration 39Q: 3 clusters Score -7874352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7874361.000000 Penalty: 5289.466309
	Iteration 40F: 3 clusters Score -7874361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7874369.000000 Penalty: 5289.466309
	Iteration 41Q: 3 clusters Score -7874369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7874363.000000 Penalty: 5289.466309
	Iteration 42Q: 3 clusters Score -7874363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7874360.500000 Penalty: 5289.466309
	Iteration 43Q: 3 clusters Score -7874360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7874370.000000 Penalty: 5289.466309
	Iteration 44Q: 3 clusters Score -7874370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7874391.500000 Penalty: 5289.466309
	Iteration 45Q: 3 clusters Score -7874392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7874389.500000 Penalty: 5289.466309
	Iteration 46Q: 3 clusters Score -7874390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -7874390.500000 Penalty: 5289.466309
	Iteration 47Q: 3 clusters Score -7874390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7874391.000000 Penalty: 5289.466309
	Iteration 48Q: 3 clusters Score -7874391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -7874392.000000 Penalty: 5289.466309
	Iteration 49Q: 3 clusters Score -7874392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7874391.500000 Penalty: 5289.466309
	Iteration 50Q: 3 clusters Score -7874392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -7874390.500000 Penalty: 5289.466309
	Iteration 51Q: 3 clusters Score -7874390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -7874390.500000 Penalty: 5289.466309
	Iteration 52F: 3 clusters Score -7874390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Entering Unmasked Estep 
Score: -8342574.500000 Penalty: 2655.450195
	Iteration 0F: 2 clusters Score -8342574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -8313948.000000 Penalty: 5310.900391
	Iteration 0F: 3 clusters Score -8313948 nChanged 20577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -8325304.000000 Penalty: 5310.900391
	Iteration 1F: 3 clusters Score -8325304 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -8325990.000000 Penalty: 5310.900391
	Iteration 2Q: 3 clusters Score -8325990 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -8326814.500000 Penalty: 5310.900391
	Iteration 3Q: 3 clusters Score -8326814 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -8327965.000000 Penalty: 5310.900391
	Iteration 4F: 3 clusters Score -8327965 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -8329686.500000 Penalty: 5310.900391
	Iteration 5F: 3 clusters Score -8329686 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -8332280.500000 Penalty: 5310.900391
	Iteration 6F: 3 clusters Score -8332280 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -8335240.000000 Penalty: 5310.900391
	Iteration 7F: 3 clusters Score -8335240 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8337867.500000 Penalty: 5310.900391
	Iteration 8F: 3 clusters Score -8337868 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8339319.500000 Penalty: 5310.900391
	Iteration 9Q: 3 clusters Score -8339320 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8339833.500000 Penalty: 5310.900391
	Iteration 10Q: 3 clusters Score -8339834 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8340070.000000 Penalty: 5310.900391
	Iteration 11Q: 3 clusters Score -8340070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8340154.000000 Penalty: 5310.900391
	Iteration 12Q: 3 clusters Score -8340154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8340231.000000 Penalty: 5310.900391
	Iteration 13Q: 3 clusters Score -8340231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8340270.000000 Penalty: 5310.900391
	Iteration 14Q: 3 clusters Score -8340270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8340299.000000 Penalty: 5310.900391
	Iteration 15Q: 3 clusters Score -8340299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8340303.500000 Penalty: 5310.900391
	Iteration 16Q: 3 clusters Score -8340304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8340306.000000 Penalty: 5310.900391
	Iteration 17Q: 3 clusters Score -8340306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8340311.500000 Penalty: 5310.900391
	Iteration 18Q: 3 clusters Score -8340312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8340318.500000 Penalty: 5310.900391
	Iteration 19Q: 3 clusters Score -8340318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8340332.000000 Penalty: 5310.900391
	Iteration 20F: 3 clusters Score -8340332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8340336.000000 Penalty: 5310.900391
	Iteration 21Q: 3 clusters Score -8340336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8340336.000000 Penalty: 5310.900391
	Iteration 22Q: 3 clusters Score -8340336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8340345.000000 Penalty: 5310.900391
	Iteration 23Q: 3 clusters Score -8340345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8340345.000000 Penalty: 5310.900391
	Iteration 24F: 3 clusters Score -8340345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Entering Unmasked Estep 
Score: -1378629.250000 Penalty: 2212.322754
	Iteration 0F: 2 clusters Score -1378629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1372445.875000 Penalty: 4424.645508
	Iteration 0F: 3 clusters Score -1372446 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1374076.125000 Penalty: 4424.645508
	Iteration 1F: 3 clusters Score -1374076 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1374305.625000 Penalty: 4424.645508
	Iteration 2F: 3 clusters Score -1374306 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1374441.500000 Penalty: 4424.645508
	Iteration 3Q: 3 clusters Score -1374442 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1374541.500000 Penalty: 4424.645508
	Iteration 4Q: 3 clusters Score -1374542 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1374621.250000 Penalty: 4424.645508
	Iteration 5Q: 3 clusters Score -1374621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1374675.000000 Penalty: 4424.645508
	Iteration 6Q: 3 clusters Score -1374675 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1374713.125000 Penalty: 4424.645508
	Iteration 7Q: 3 clusters Score -1374713 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1374747.500000 Penalty: 4424.645508
	Iteration 8Q: 3 clusters Score -1374748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1374765.625000 Penalty: 4424.645508
	Iteration 9Q: 3 clusters Score -1374766 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1374790.875000 Penalty: 4424.645508
	Iteration 10Q: 3 clusters Score -1374791 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1374807.375000 Penalty: 4424.645508
	Iteration 11Q: 3 clusters Score -1374807 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1374827.750000 Penalty: 4424.645508
	Iteration 12Q: 3 clusters Score -1374828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1374839.750000 Penalty: 4424.645508
	Iteration 13Q: 3 clusters Score -1374840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1374856.875000 Penalty: 4424.645508
	Iteration 14Q: 3 clusters Score -1374857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1374866.125000 Penalty: 4424.645508
	Iteration 15Q: 3 clusters Score -1374866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1374871.750000 Penalty: 4424.645508
	Iteration 16Q: 3 clusters Score -1374872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1374882.250000 Penalty: 4424.645508
	Iteration 17Q: 3 clusters Score -1374882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1374886.750000 Penalty: 4424.645508
	Iteration 18Q: 3 clusters Score -1374887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1374894.625000 Penalty: 4424.645508
	Iteration 19Q: 3 clusters Score -1374895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1374904.250000 Penalty: 4424.645508
	Iteration 20F: 3 clusters Score -1374904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1374911.375000 Penalty: 4424.645508
	Iteration 21Q: 3 clusters Score -1374911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1374918.250000 Penalty: 4424.645508
	Iteration 22Q: 3 clusters Score -1374918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1374925.375000 Penalty: 4424.645508
	Iteration 23Q: 3 clusters Score -1374925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1374932.500000 Penalty: 4424.645508
	Iteration 24Q: 3 clusters Score -1374932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1374940.875000 Penalty: 4424.645508
	Iteration 25Q: 3 clusters Score -1374941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1374947.250000 Penalty: 4424.645508
	Iteration 26Q: 3 clusters Score -1374947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1374951.500000 Penalty: 4424.645508
	Iteration 27Q: 3 clusters Score -1374952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1374952.375000 Penalty: 4424.645508
	Iteration 28Q: 3 clusters Score -1374952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1374958.625000 Penalty: 4424.645508
	Iteration 29Q: 3 clusters Score -1374959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1374957.500000 Penalty: 4424.645508
	Iteration 30Q: 3 clusters Score -1374958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1374956.375000 Penalty: 4424.645508
	Iteration 31Q: 3 clusters Score -1374956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1374958.750000 Penalty: 4424.645508
	Iteration 32Q: 3 clusters Score -1374959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1374959.375000 Penalty: 4424.645508
	Iteration 33Q: 3 clusters Score -1374959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1374959.125000 Penalty: 4424.645508
	Iteration 34Q: 3 clusters Score -1374959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1374959.500000 Penalty: 4424.645508
	Iteration 35Q: 3 clusters Score -1374960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1374963.625000 Penalty: 4424.645508
	Iteration 36Q: 3 clusters Score -1374964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1374963.625000 Penalty: 4424.645508
	Iteration 37Q: 3 clusters Score -1374964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1374961.375000 Penalty: 4424.645508
	Iteration 38Q: 3 clusters Score -1374961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1374965.000000 Penalty: 4424.645508
	Iteration 39Q: 3 clusters Score -1374965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1374965.375000 Penalty: 4424.645508
	Iteration 40F: 3 clusters Score -1374965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1374965.125000 Penalty: 4424.645508
	Iteration 41Q: 3 clusters Score -1374965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1374965.250000 Penalty: 4424.645508
	Iteration 42Q: 3 clusters Score -1374965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1374967.625000 Penalty: 4424.645508
	Iteration 43Q: 3 clusters Score -1374968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1374963.250000 Penalty: 4424.645508
	Iteration 44Q: 3 clusters Score -1374963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1374965.250000 Penalty: 4424.645508
	Iteration 45Q: 3 clusters Score -1374965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1374967.750000 Penalty: 4424.645508
	Iteration 46Q: 3 clusters Score -1374968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1374968.500000 Penalty: 4424.645508
	Iteration 47Q: 3 clusters Score -1374968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1374968.875000 Penalty: 4424.645508
	Iteration 48Q: 3 clusters Score -1374969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1374970.125000 Penalty: 4424.645508
	Iteration 49Q: 3 clusters Score -1374970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1374973.000000 Penalty: 4424.645508
	Iteration 50Q: 3 clusters Score -1374973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1374974.750000 Penalty: 4424.645508
	Iteration 51Q: 3 clusters Score -1374975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1374975.750000 Penalty: 4424.645508
	Iteration 52Q: 3 clusters Score -1374976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1374980.875000 Penalty: 4424.645508
	Iteration 53Q: 3 clusters Score -1374981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1374981.500000 Penalty: 4424.645508
	Iteration 54Q: 3 clusters Score -1374982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1374983.000000 Penalty: 4424.645508
	Iteration 55Q: 3 clusters Score -1374983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1374981.500000 Penalty: 4424.645508
	Iteration 56Q: 3 clusters Score -1374982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1374981.875000 Penalty: 4424.645508
	Iteration 57Q: 3 clusters Score -1374982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1374982.125000 Penalty: 4424.645508
	Iteration 58Q: 3 clusters Score -1374982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1374982.125000 Penalty: 4424.645508
	Iteration 59F: 3 clusters Score -1374982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Entering Unmasked Estep 
Score: -8556632.000000 Penalty: 2662.275635
	Iteration 0F: 2 clusters Score -8556632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -8527408.000000 Penalty: 5324.551270
	Iteration 0F: 3 clusters Score -8527408 nChanged 21224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -8539222.000000 Penalty: 5324.551270
	Iteration 1F: 3 clusters Score -8539222 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -8539736.000000 Penalty: 5324.551270
	Iteration 2Q: 3 clusters Score -8539736 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -8540320.000000 Penalty: 5324.551270
	Iteration 3Q: 3 clusters Score -8540320 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -8540857.000000 Penalty: 5324.551270
	Iteration 4Q: 3 clusters Score -8540857 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -8541464.000000 Penalty: 5324.551270
	Iteration 5Q: 3 clusters Score -8541464 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -8542247.000000 Penalty: 5324.551270
	Iteration 6Q: 3 clusters Score -8542247 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -8543236.000000 Penalty: 5324.551270
	Iteration 7Q: 3 clusters Score -8543236 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -8544639.000000 Penalty: 5324.551270
	Iteration 8Q: 3 clusters Score -8544639 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -8546206.000000 Penalty: 5324.551270
	Iteration 9F: 3 clusters Score -8546206 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -8547771.000000 Penalty: 5324.551270
	Iteration 10F: 3 clusters Score -8547771 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -8548713.000000 Penalty: 5324.551270
	Iteration 11Q: 3 clusters Score -8548713 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -8549140.000000 Penalty: 5324.551270
	Iteration 12Q: 3 clusters Score -8549140 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -8549333.000000 Penalty: 5324.551270
	Iteration 13Q: 3 clusters Score -8549333 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -8549502.000000 Penalty: 5324.551270
	Iteration 14Q: 3 clusters Score -8549502 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -8549641.000000 Penalty: 5324.551270
	Iteration 15Q: 3 clusters Score -8549641 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -8549789.000000 Penalty: 5324.551270
	Iteration 16Q: 3 clusters Score -8549789 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -8549914.000000 Penalty: 5324.551270
	Iteration 17Q: 3 clusters Score -8549914 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -8550060.000000 Penalty: 5324.551270
	Iteration 18Q: 3 clusters Score -8550060 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -8550183.000000 Penalty: 5324.551270
	Iteration 19Q: 3 clusters Score -8550183 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -8550313.000000 Penalty: 5324.551270
	Iteration 20F: 3 clusters Score -8550313 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -8550470.000000 Penalty: 5324.551270
	Iteration 21Q: 3 clusters Score -8550470 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -8550663.000000 Penalty: 5324.551270
	Iteration 22Q: 3 clusters Score -8550663 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -8550875.000000 Penalty: 5324.551270
	Iteration 23Q: 3 clusters Score -8550875 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -8551066.000000 Penalty: 5324.551270
	Iteration 24Q: 3 clusters Score -8551066 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -8551242.000000 Penalty: 5324.551270
	Iteration 25Q: 3 clusters Score -8551242 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -8551441.000000 Penalty: 5324.551270
	Iteration 26Q: 3 clusters Score -8551441 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -8551653.000000 Penalty: 5324.551270
	Iteration 27Q: 3 clusters Score -8551653 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -8551838.000000 Penalty: 5324.551270
	Iteration 28Q: 3 clusters Score -8551838 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -8552085.000000 Penalty: 5324.551270
	Iteration 29Q: 3 clusters Score -8552085 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -8552354.000000 Penalty: 5324.551270
	Iteration 30Q: 3 clusters Score -8552354 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -8552637.000000 Penalty: 5324.551270
	Iteration 31Q: 3 clusters Score -8552637 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -8552976.000000 Penalty: 5324.551270
	Iteration 32Q: 3 clusters Score -8552976 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -8553334.000000 Penalty: 5324.551270
	Iteration 33Q: 3 clusters Score -8553334 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -8553639.000000 Penalty: 5324.551270
	Iteration 34Q: 3 clusters Score -8553639 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -8553844.000000 Penalty: 5324.551270
	Iteration 35Q: 3 clusters Score -8553844 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -8553980.000000 Penalty: 5324.551270
	Iteration 36Q: 3 clusters Score -8553980 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -8554107.000000 Penalty: 5324.551270
	Iteration 37Q: 3 clusters Score -8554107 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -8554132.000000 Penalty: 5324.551270
	Iteration 38Q: 3 clusters Score -8554132 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8554185.000000 Penalty: 5324.551270
	Iteration 39Q: 3 clusters Score -8554185 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -8554280.000000 Penalty: 5324.551270
	Iteration 40F: 3 clusters Score -8554280 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -8554334.000000 Penalty: 5324.551270
	Iteration 41Q: 3 clusters Score -8554334 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8554379.000000 Penalty: 5324.551270
	Iteration 42Q: 3 clusters Score -8554379 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -8554420.000000 Penalty: 5324.551270
	Iteration 43Q: 3 clusters Score -8554420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8554466.000000 Penalty: 5324.551270
	Iteration 44Q: 3 clusters Score -8554466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -8554470.000000 Penalty: 5324.551270
	Iteration 45Q: 3 clusters Score -8554470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -8554486.000000 Penalty: 5324.551270
	Iteration 46Q: 3 clusters Score -8554486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8554504.000000 Penalty: 5324.551270
	Iteration 47Q: 3 clusters Score -8554504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8554521.000000 Penalty: 5324.551270
	Iteration 48Q: 3 clusters Score -8554521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8554529.000000 Penalty: 5324.551270
	Iteration 49Q: 3 clusters Score -8554529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -8554512.000000 Penalty: 5324.551270
	Iteration 50Q: 3 clusters Score -8554512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -8554518.000000 Penalty: 5324.551270
	Iteration 51Q: 3 clusters Score -8554518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -8554528.000000 Penalty: 5324.551270
	Iteration 52Q: 3 clusters Score -8554528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -8554518.000000 Penalty: 5324.551270
	Iteration 53Q: 3 clusters Score -8554518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -8554510.000000 Penalty: 5324.551270
	Iteration 54Q: 3 clusters Score -8554510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8554516.000000 Penalty: 5324.551270
	Iteration 55Q: 3 clusters Score -8554516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8554519.000000 Penalty: 5324.551270
	Iteration 56Q: 3 clusters Score -8554519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -8554530.000000 Penalty: 5324.551270
	Iteration 57Q: 3 clusters Score -8554530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8554526.000000 Penalty: 5324.551270
	Iteration 58Q: 3 clusters Score -8554526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -8554535.000000 Penalty: 5324.551270
	Iteration 59Q: 3 clusters Score -8554535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -8554540.000000 Penalty: 5324.551270
	Iteration 60F: 3 clusters Score -8554540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8554533.000000 Penalty: 5324.551270
	Iteration 61Q: 3 clusters Score -8554533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8554533.000000 Penalty: 5324.551270
	Iteration 62Q: 3 clusters Score -8554533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8554537.000000 Penalty: 5324.551270
	Iteration 63Q: 3 clusters Score -8554537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8554539.000000 Penalty: 5324.551270
	Iteration 64Q: 3 clusters Score -8554539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -8554537.000000 Penalty: 5324.551270
	Iteration 65Q: 3 clusters Score -8554537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -8554536.000000 Penalty: 5324.551270
	Iteration 66Q: 3 clusters Score -8554536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8554538.000000 Penalty: 5324.551270
	Iteration 67Q: 3 clusters Score -8554538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -8554537.000000 Penalty: 5324.551270
	Iteration 68Q: 3 clusters Score -8554537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -8554534.000000 Penalty: 5324.551270
	Iteration 69Q: 3 clusters Score -8554534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -8554534.000000 Penalty: 5324.551270
	Iteration 70Q: 3 clusters Score -8554534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8554542.000000 Penalty: 5324.551270
	Iteration 71Q: 3 clusters Score -8554542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8554545.000000 Penalty: 5324.551270
	Iteration 72Q: 3 clusters Score -8554545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -8554536.000000 Penalty: 5324.551270
	Iteration 73Q: 3 clusters Score -8554536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8554539.000000 Penalty: 5324.551270
	Iteration 74Q: 3 clusters Score -8554539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8554539.000000 Penalty: 5324.551270
	Iteration 75F: 3 clusters Score -8554539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Entering Unmasked Estep 
Score: -9073374.000000 Penalty: 2675.305664
	Iteration 0F: 2 clusters Score -9073374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -9044260.000000 Penalty: 5350.611328
	Iteration 0F: 3 clusters Score -9044260 nChanged 22399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -9056632.000000 Penalty: 5350.611328
	Iteration 1F: 3 clusters Score -9056632 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -9057242.000000 Penalty: 5350.611328
	Iteration 2Q: 3 clusters Score -9057242 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -9057694.000000 Penalty: 5350.611328
	Iteration 3Q: 3 clusters Score -9057694 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -9058193.000000 Penalty: 5350.611328
	Iteration 4Q: 3 clusters Score -9058193 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -9058684.000000 Penalty: 5350.611328
	Iteration 5Q: 3 clusters Score -9058684 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -9059389.000000 Penalty: 5350.611328
	Iteration 6Q: 3 clusters Score -9059389 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -9060303.000000 Penalty: 5350.611328
	Iteration 7Q: 3 clusters Score -9060303 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -9061750.000000 Penalty: 5350.611328
	Iteration 8F: 3 clusters Score -9061750 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -9063854.000000 Penalty: 5350.611328
	Iteration 9F: 3 clusters Score -9063854 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -9066401.000000 Penalty: 5350.611328
	Iteration 10F: 3 clusters Score -9066401 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -9068962.000000 Penalty: 5350.611328
	Iteration 11F: 3 clusters Score -9068962 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -9070262.000000 Penalty: 5350.611328
	Iteration 12F: 3 clusters Score -9070262 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -9070893.000000 Penalty: 5350.611328
	Iteration 13Q: 3 clusters Score -9070893 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9071079.000000 Penalty: 5350.611328
	Iteration 14Q: 3 clusters Score -9071079 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9071106.000000 Penalty: 5350.611328
	Iteration 15Q: 3 clusters Score -9071106 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9071111.000000 Penalty: 5350.611328
	Iteration 16Q: 3 clusters Score -9071111 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9071186.000000 Penalty: 5350.611328
	Iteration 17Q: 3 clusters Score -9071186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9071198.000000 Penalty: 5350.611328
	Iteration 18Q: 3 clusters Score -9071198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9071226.000000 Penalty: 5350.611328
	Iteration 19Q: 3 clusters Score -9071226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9071247.000000 Penalty: 5350.611328
	Iteration 20F: 3 clusters Score -9071247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9071253.000000 Penalty: 5350.611328
	Iteration 21Q: 3 clusters Score -9071253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9071245.000000 Penalty: 5350.611328
	Iteration 22Q: 3 clusters Score -9071245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9071242.000000 Penalty: 5350.611328
	Iteration 23Q: 3 clusters Score -9071242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9071244.000000 Penalty: 5350.611328
	Iteration 24Q: 3 clusters Score -9071244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9071247.000000 Penalty: 5350.611328
	Iteration 25Q: 3 clusters Score -9071247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9071244.000000 Penalty: 5350.611328
	Iteration 26Q: 3 clusters Score -9071244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9071242.000000 Penalty: 5350.611328
	Iteration 27Q: 3 clusters Score -9071242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9071255.000000 Penalty: 5350.611328
	Iteration 28Q: 3 clusters Score -9071255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9071255.000000 Penalty: 5350.611328
	Iteration 29F: 3 clusters Score -9071255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -214343.718750 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -214343.7 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 654 members 
Entering Unmasked Estep 
Score: -212229.015625 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -212229 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -212720.734375 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -212720.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -212920.859375 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -212920.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -213139.625000 Penalty: 3573.258057
	Iteration 3F: 3 clusters Score -213139.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -213320.750000 Penalty: 3573.258057
	Iteration 4F: 3 clusters Score -213320.8 nChanged 78
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: -213513.265625 Penalty: 3573.258057
	Iteration 5F: 3 clusters Score -213513.3 nChanged 60
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: -213677.046875 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -213677 nChanged 51
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: -213835.718750 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -213835.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -213965.218750 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -213965.2 nChanged 29
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: -214019.140625 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -214019.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -214079.156250 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -214079.2 nChanged 14
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: -214094.531250 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -214094.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -214105.703125 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -214105.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -214113.750000 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -214113.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -214125.343750 Penalty: 3573.258057
	Iteration 14Q: 3 clusters Score -214125.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -214133.359375 Penalty: 3573.258057
	Iteration 15Q: 3 clusters Score -214133.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -214147.187500 Penalty: 3573.258057
	Iteration 16Q: 3 clusters Score -214147.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -214171.906250 Penalty: 3573.258057
	Iteration 17Q: 3 clusters Score -214171.9 nChanged 13
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: -214204.218750 Penalty: 3573.258057
	Iteration 18Q: 3 clusters Score -214204.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -214225.234375 Penalty: 3573.258057
	Iteration 19Q: 3 clusters Score -214225.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -214247.578125 Penalty: 3573.258057
	Iteration 20F: 3 clusters Score -214247.6 nChanged 11
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: -214275.562500 Penalty: 3573.258057
	Iteration 21Q: 3 clusters Score -214275.6 nChanged 9
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: -214285.031250 Penalty: 3573.258057
	Iteration 22Q: 3 clusters Score -214285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -214300.406250 Penalty: 3573.258057
	Iteration 23Q: 3 clusters Score -214300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -214315.656250 Penalty: 3573.258057
	Iteration 24Q: 3 clusters Score -214315.7 nChanged 11
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: -214330.328125 Penalty: 3573.258057
	Iteration 25Q: 3 clusters Score -214330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -214338.515625 Penalty: 3573.258057
	Iteration 26Q: 3 clusters Score -214338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -214341.078125 Penalty: 3573.258057
	Iteration 27Q: 3 clusters Score -214341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -214344.562500 Penalty: 3573.258057
	Iteration 28Q: 3 clusters Score -214344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -214347.562500 Penalty: 3573.258057
	Iteration 29Q: 3 clusters Score -214347.6 nChanged 1
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: -214347.781250 Penalty: 3573.258057
	Iteration 30Q: 3 clusters Score -214347.8 nChanged 0
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: -214347.781250 Penalty: 3573.258057
	Iteration 31F: 3 clusters Score -214347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9983 members 
Mstep: Class 3 contains 26586 members 
Mstep: Class 4 contains 42964 members 
Mstep: Class 5 contains 46551 members 
Mstep: Class 6 contains 29175 members 
Mstep: Class 7 contains 43174 members 
Mstep: Class 8 contains 47090 members 
Mstep: Class 9 contains 42798 members 
Mstep: Class 10 contains 44688 members 
Mstep: Class 11 contains 7485 members 
Mstep: Class 12 contains 45935 members 
Mstep: Class 13 contains 48413 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 25936 members 
Mstep: Class 16 contains 40952 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47470 members 
Mstep: Class 19 contains 28495 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 592 members 
Entering Unmasked Estep 
Score: -106662584.000000 Penalty: 82330.929688
Splitting cluster 14 changes total score from -106664256.000000 to -106662584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (25936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Entering Unmasked Estep 
Score: -4667354.000000 Penalty: 2520.520020
	Iteration 0F: 2 clusters Score -4667354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -4649555.000000 Penalty: 5041.040039
	Iteration 0F: 3 clusters Score -4649555 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -4655787.500000 Penalty: 5041.040039
	Iteration 1F: 3 clusters Score -4655788 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4656256.000000 Penalty: 5041.040039
	Iteration 2F: 3 clusters Score -4656256 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -4656604.500000 Penalty: 5041.040039
	Iteration 3Q: 3 clusters Score -4656604 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -4656907.000000 Penalty: 5041.040039
	Iteration 4Q: 3 clusters Score -4656907 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -4657117.000000 Penalty: 5041.040039
	Iteration 5Q: 3 clusters Score -4657117 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -4657287.500000 Penalty: 5041.040039
	Iteration 6Q: 3 clusters Score -4657288 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -4657427.500000 Penalty: 5041.040039
	Iteration 7Q: 3 clusters Score -4657428 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4657560.000000 Penalty: 5041.040039
	Iteration 8Q: 3 clusters Score -4657560 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4657714.000000 Penalty: 5041.040039
	Iteration 9Q: 3 clusters Score -4657714 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -4657827.000000 Penalty: 5041.040039
	Iteration 10Q: 3 clusters Score -4657827 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -4658002.500000 Penalty: 5041.040039
	Iteration 11Q: 3 clusters Score -4658002 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4658216.500000 Penalty: 5041.040039
	Iteration 12Q: 3 clusters Score -4658216 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4658512.000000 Penalty: 5041.040039
	Iteration 13Q: 3 clusters Score -4658512 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -4658932.500000 Penalty: 5041.040039
	Iteration 14Q: 3 clusters Score -4658932 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -4659529.500000 Penalty: 5041.040039
	Iteration 15Q: 3 clusters Score -4659530 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4660444.000000 Penalty: 5041.040039
	Iteration 16F: 3 clusters Score -4660444 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -4661516.000000 Penalty: 5041.040039
	Iteration 17F: 3 clusters Score -4661516 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -4662634.500000 Penalty: 5041.040039
	Iteration 18Q: 3 clusters Score -4662634 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -4663545.500000 Penalty: 5041.040039
	Iteration 19Q: 3 clusters Score -4663546 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -4664172.000000 Penalty: 5041.040039
	Iteration 20F: 3 clusters Score -4664172 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -4664562.000000 Penalty: 5041.040039
	Iteration 21Q: 3 clusters Score -4664562 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -4664859.500000 Penalty: 5041.040039
	Iteration 22Q: 3 clusters Score -4664860 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -4665048.500000 Penalty: 5041.040039
	Iteration 23Q: 3 clusters Score -4665048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -4665160.500000 Penalty: 5041.040039
	Iteration 24Q: 3 clusters Score -4665160 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -4665228.000000 Penalty: 5041.040039
	Iteration 25Q: 3 clusters Score -4665228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4665263.000000 Penalty: 5041.040039
	Iteration 26Q: 3 clusters Score -4665263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -4665292.500000 Penalty: 5041.040039
	Iteration 27Q: 3 clusters Score -4665292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -4665308.500000 Penalty: 5041.040039
	Iteration 28Q: 3 clusters Score -4665308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -4665316.500000 Penalty: 5041.040039
	Iteration 29Q: 3 clusters Score -4665316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -4665319.000000 Penalty: 5041.040039
	Iteration 30Q: 3 clusters Score -4665319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -4665322.500000 Penalty: 5041.040039
	Iteration 31Q: 3 clusters Score -4665322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -4665320.500000 Penalty: 5041.040039
	Iteration 32Q: 3 clusters Score -4665320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -4665323.500000 Penalty: 5041.040039
	Iteration 33Q: 3 clusters Score -4665324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -4665324.000000 Penalty: 5041.040039
	Iteration 34Q: 3 clusters Score -4665324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -4665326.000000 Penalty: 5041.040039
	Iteration 35Q: 3 clusters Score -4665326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -4665321.000000 Penalty: 5041.040039
	Iteration 36Q: 3 clusters Score -4665321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4665331.500000 Penalty: 5041.040039
	Iteration 37Q: 3 clusters Score -4665332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -4665327.500000 Penalty: 5041.040039
	Iteration 38Q: 3 clusters Score -4665328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4665325.500000 Penalty: 5041.040039
	Iteration 39Q: 3 clusters Score -4665326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4665325.500000 Penalty: 5041.040039
	Iteration 40F: 3 clusters Score -4665326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Entering Unmasked Estep 
Score: -7621502.000000 Penalty: 2633.798828
	Iteration 0F: 2 clusters Score -7621502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -7594294.000000 Penalty: 5267.597656
	Iteration 0F: 3 clusters Score -7594294 nChanged 18728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -7604641.000000 Penalty: 5267.597656
	Iteration 1F: 3 clusters Score -7604641 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -7605202.500000 Penalty: 5267.597656
	Iteration 2Q: 3 clusters Score -7605202 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -7605703.500000 Penalty: 5267.597656
	Iteration 3Q: 3 clusters Score -7605704 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -7606265.500000 Penalty: 5267.597656
	Iteration 4Q: 3 clusters Score -7606266 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -7606872.500000 Penalty: 5267.597656
	Iteration 5Q: 3 clusters Score -7606872 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -7607548.500000 Penalty: 5267.597656
	Iteration 6Q: 3 clusters Score -7607548 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -7608372.000000 Penalty: 5267.597656
	Iteration 7Q: 3 clusters Score -7608372 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -7609472.000000 Penalty: 5267.597656
	Iteration 8Q: 3 clusters Score -7609472 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -7610823.500000 Penalty: 5267.597656
	Iteration 9F: 3 clusters Score -7610824 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -7612219.000000 Penalty: 5267.597656
	Iteration 10F: 3 clusters Score -7612219 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -7613272.000000 Penalty: 5267.597656
	Iteration 11Q: 3 clusters Score -7613272 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -7613783.500000 Penalty: 5267.597656
	Iteration 12Q: 3 clusters Score -7613784 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -7614005.500000 Penalty: 5267.597656
	Iteration 13Q: 3 clusters Score -7614006 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -7614143.500000 Penalty: 5267.597656
	Iteration 14Q: 3 clusters Score -7614144 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -7614257.000000 Penalty: 5267.597656
	Iteration 15Q: 3 clusters Score -7614257 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -7614362.000000 Penalty: 5267.597656
	Iteration 16Q: 3 clusters Score -7614362 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -7614431.000000 Penalty: 5267.597656
	Iteration 17Q: 3 clusters Score -7614431 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -7614526.500000 Penalty: 5267.597656
	Iteration 18Q: 3 clusters Score -7614526 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -7614624.000000 Penalty: 5267.597656
	Iteration 19Q: 3 clusters Score -7614624 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -7614686.500000 Penalty: 5267.597656
	Iteration 20F: 3 clusters Score -7614686 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -7614777.500000 Penalty: 5267.597656
	Iteration 21Q: 3 clusters Score -7614778 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -7614897.500000 Penalty: 5267.597656
	Iteration 22Q: 3 clusters Score -7614898 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -7614980.000000 Penalty: 5267.597656
	Iteration 23Q: 3 clusters Score -7614980 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -7615102.000000 Penalty: 5267.597656
	Iteration 24Q: 3 clusters Score -7615102 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -7615215.500000 Penalty: 5267.597656
	Iteration 25Q: 3 clusters Score -7615216 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -7615354.500000 Penalty: 5267.597656
	Iteration 26Q: 3 clusters Score -7615354 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -7615500.500000 Penalty: 5267.597656
	Iteration 27Q: 3 clusters Score -7615500 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -7615638.500000 Penalty: 5267.597656
	Iteration 28Q: 3 clusters Score -7615638 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -7615828.000000 Penalty: 5267.597656
	Iteration 29Q: 3 clusters Score -7615828 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -7616002.000000 Penalty: 5267.597656
	Iteration 30Q: 3 clusters Score -7616002 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -7616186.000000 Penalty: 5267.597656
	Iteration 31Q: 3 clusters Score -7616186 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -7616337.000000 Penalty: 5267.597656
	Iteration 32Q: 3 clusters Score -7616337 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -7616547.500000 Penalty: 5267.597656
	Iteration 33Q: 3 clusters Score -7616548 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -7616757.500000 Penalty: 5267.597656
	Iteration 34Q: 3 clusters Score -7616758 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -7616986.000000 Penalty: 5267.597656
	Iteration 35Q: 3 clusters Score -7616986 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -7617156.500000 Penalty: 5267.597656
	Iteration 36Q: 3 clusters Score -7617156 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -7617352.000000 Penalty: 5267.597656
	Iteration 37Q: 3 clusters Score -7617352 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -7617522.500000 Penalty: 5267.597656
	Iteration 38Q: 3 clusters Score -7617522 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -7617700.000000 Penalty: 5267.597656
	Iteration 39Q: 3 clusters Score -7617700 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -7617855.000000 Penalty: 5267.597656
	Iteration 40F: 3 clusters Score -7617855 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -7618020.000000 Penalty: 5267.597656
	Iteration 41Q: 3 clusters Score -7618020 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -7618155.000000 Penalty: 5267.597656
	Iteration 42Q: 3 clusters Score -7618155 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -7618290.500000 Penalty: 5267.597656
	Iteration 43Q: 3 clusters Score -7618290 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -7618446.500000 Penalty: 5267.597656
	Iteration 44Q: 3 clusters Score -7618446 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -7618546.000000 Penalty: 5267.597656
	Iteration 45Q: 3 clusters Score -7618546 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -7618659.500000 Penalty: 5267.597656
	Iteration 46Q: 3 clusters Score -7618660 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -7618739.000000 Penalty: 5267.597656
	Iteration 47Q: 3 clusters Score -7618739 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -7618812.500000 Penalty: 5267.597656
	Iteration 48Q: 3 clusters Score -7618812 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -7618893.500000 Penalty: 5267.597656
	Iteration 49Q: 3 clusters Score -7618894 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -7618952.000000 Penalty: 5267.597656
	Iteration 50Q: 3 clusters Score -7618952 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -7619019.500000 Penalty: 5267.597656
	Iteration 51Q: 3 clusters Score -7619020 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -7619073.000000 Penalty: 5267.597656
	Iteration 52Q: 3 clusters Score -7619073 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -7619131.000000 Penalty: 5267.597656
	Iteration 53Q: 3 clusters Score -7619131 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -7619171.500000 Penalty: 5267.597656
	Iteration 54Q: 3 clusters Score -7619172 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -7619198.000000 Penalty: 5267.597656
	Iteration 55Q: 3 clusters Score -7619198 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -7619232.000000 Penalty: 5267.597656
	Iteration 56Q: 3 clusters Score -7619232 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -7619276.000000 Penalty: 5267.597656
	Iteration 57Q: 3 clusters Score -7619276 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -7619307.500000 Penalty: 5267.597656
	Iteration 58Q: 3 clusters Score -7619308 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -7619335.500000 Penalty: 5267.597656
	Iteration 59Q: 3 clusters Score -7619336 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -7619369.000000 Penalty: 5267.597656
	Iteration 60F: 3 clusters Score -7619369 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -7619415.500000 Penalty: 5267.597656
	Iteration 61Q: 3 clusters Score -7619416 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -7619462.000000 Penalty: 5267.597656
	Iteration 62Q: 3 clusters Score -7619462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -7619480.500000 Penalty: 5267.597656
	Iteration 63Q: 3 clusters Score -7619480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -7619508.000000 Penalty: 5267.597656
	Iteration 64Q: 3 clusters Score -7619508 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -7619532.000000 Penalty: 5267.597656
	Iteration 65Q: 3 clusters Score -7619532 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -7619547.500000 Penalty: 5267.597656
	Iteration 66Q: 3 clusters Score -7619548 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -7619572.500000 Penalty: 5267.597656
	Iteration 67Q: 3 clusters Score -7619572 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7619608.500000 Penalty: 5267.597656
	Iteration 68Q: 3 clusters Score -7619608 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -7619638.500000 Penalty: 5267.597656
	Iteration 69Q: 3 clusters Score -7619638 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -7619686.500000 Penalty: 5267.597656
	Iteration 70Q: 3 clusters Score -7619686 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -7619714.000000 Penalty: 5267.597656
	Iteration 71Q: 3 clusters Score -7619714 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -7619729.000000 Penalty: 5267.597656
	Iteration 72Q: 3 clusters Score -7619729 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -7619753.500000 Penalty: 5267.597656
	Iteration 73Q: 3 clusters Score -7619754 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -7619773.000000 Penalty: 5267.597656
	Iteration 74Q: 3 clusters Score -7619773 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -7619799.500000 Penalty: 5267.597656
	Iteration 75Q: 3 clusters Score -7619800 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -7619812.000000 Penalty: 5267.597656
	Iteration 76Q: 3 clusters Score -7619812 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -7619830.500000 Penalty: 5267.597656
	Iteration 77Q: 3 clusters Score -7619830 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -7619855.500000 Penalty: 5267.597656
	Iteration 78Q: 3 clusters Score -7619856 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -7619890.500000 Penalty: 5267.597656
	Iteration 79Q: 3 clusters Score -7619890 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -7619898.000000 Penalty: 5267.597656
	Iteration 80F: 3 clusters Score -7619898 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -7619910.500000 Penalty: 5267.597656
	Iteration 81Q: 3 clusters Score -7619910 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -7619930.500000 Penalty: 5267.597656
	Iteration 82Q: 3 clusters Score -7619930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -7619929.000000 Penalty: 5267.597656
	Iteration 83Q: 3 clusters Score -7619929 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -7619948.500000 Penalty: 5267.597656
	Iteration 84Q: 3 clusters Score -7619948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7619960.500000 Penalty: 5267.597656
	Iteration 85Q: 3 clusters Score -7619960 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -7619965.000000 Penalty: 5267.597656
	Iteration 86Q: 3 clusters Score -7619965 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -7619964.000000 Penalty: 5267.597656
	Iteration 87Q: 3 clusters Score -7619964 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -7619984.000000 Penalty: 5267.597656
	Iteration 88Q: 3 clusters Score -7619984 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -7619997.000000 Penalty: 5267.597656
	Iteration 89Q: 3 clusters Score -7619997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -7620008.000000 Penalty: 5267.597656
	Iteration 90Q: 3 clusters Score -7620008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -7619999.000000 Penalty: 5267.597656
	Iteration 91Q: 3 clusters Score -7619999 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -7620007.500000 Penalty: 5267.597656
	Iteration 92Q: 3 clusters Score -7620008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -7620032.500000 Penalty: 5267.597656
	Iteration 93Q: 3 clusters Score -7620032 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -7620024.000000 Penalty: 5267.597656
	Iteration 94Q: 3 clusters Score -7620024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -7620027.500000 Penalty: 5267.597656
	Iteration 95Q: 3 clusters Score -7620028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -7620027.500000 Penalty: 5267.597656
	Iteration 96Q: 3 clusters Score -7620028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -7620021.000000 Penalty: 5267.597656
	Iteration 97Q: 3 clusters Score -7620021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -7620027.000000 Penalty: 5267.597656
	Iteration 98Q: 3 clusters Score -7620027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -7620043.500000 Penalty: 5267.597656
	Iteration 99Q: 3 clusters Score -7620044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -7620041.500000 Penalty: 5267.597656
	Iteration 100F: 3 clusters Score -7620042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -7620046.500000 Penalty: 5267.597656
	Iteration 101Q: 3 clusters Score -7620046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -7620054.000000 Penalty: 5267.597656
	Iteration 102Q: 3 clusters Score -7620054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -7620042.000000 Penalty: 5267.597656
	Iteration 103Q: 3 clusters Score -7620042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7620051.000000 Penalty: 5267.597656
	Iteration 104Q: 3 clusters Score -7620051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -7620049.500000 Penalty: 5267.597656
	Iteration 105Q: 3 clusters Score -7620050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -7620055.500000 Penalty: 5267.597656
	Iteration 106Q: 3 clusters Score -7620056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -7620049.500000 Penalty: 5267.597656
	Iteration 107Q: 3 clusters Score -7620050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -7620055.000000 Penalty: 5267.597656
	Iteration 108Q: 3 clusters Score -7620055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -7620053.000000 Penalty: 5267.597656
	Iteration 109Q: 3 clusters Score -7620053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -7620057.500000 Penalty: 5267.597656
	Iteration 110Q: 3 clusters Score -7620058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -7620060.000000 Penalty: 5267.597656
	Iteration 111Q: 3 clusters Score -7620060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -7620052.500000 Penalty: 5267.597656
	Iteration 112Q: 3 clusters Score -7620052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -7620052.500000 Penalty: 5267.597656
	Iteration 113Q: 3 clusters Score -7620052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -7620053.000000 Penalty: 5267.597656
	Iteration 114Q: 3 clusters Score -7620053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -7620040.000000 Penalty: 5267.597656
	Iteration 115Q: 3 clusters Score -7620040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -7620036.000000 Penalty: 5267.597656
	Iteration 116Q: 3 clusters Score -7620036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -7620038.000000 Penalty: 5267.597656
	Iteration 117Q: 3 clusters Score -7620038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -7620044.500000 Penalty: 5267.597656
	Iteration 118Q: 3 clusters Score -7620044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -7620037.000000 Penalty: 5267.597656
	Iteration 119Q: 3 clusters Score -7620037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -7620038.500000 Penalty: 5267.597656
	Iteration 120F: 3 clusters Score -7620038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -7620035.000000 Penalty: 5267.597656
	Iteration 121Q: 3 clusters Score -7620035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -7620046.500000 Penalty: 5267.597656
	Iteration 122Q: 3 clusters Score -7620046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -7620054.000000 Penalty: 5267.597656
	Iteration 123Q: 3 clusters Score -7620054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -7620048.500000 Penalty: 5267.597656
	Iteration 124Q: 3 clusters Score -7620048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -7620048.000000 Penalty: 5267.597656
	Iteration 125Q: 3 clusters Score -7620048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -7620035.500000 Penalty: 5267.597656
	Iteration 126Q: 3 clusters Score -7620036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -7620049.000000 Penalty: 5267.597656
	Iteration 127Q: 3 clusters Score -7620049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -7620054.000000 Penalty: 5267.597656
	Iteration 128Q: 3 clusters Score -7620054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -7620044.000000 Penalty: 5267.597656
	Iteration 129Q: 3 clusters Score -7620044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -7620044.000000 Penalty: 5267.597656
	Iteration 130Q: 3 clusters Score -7620044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7620042.500000 Penalty: 5267.597656
	Iteration 131Q: 3 clusters Score -7620042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -7620035.500000 Penalty: 5267.597656
	Iteration 132Q: 3 clusters Score -7620036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -7620027.000000 Penalty: 5267.597656
	Iteration 133Q: 3 clusters Score -7620027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -7620031.000000 Penalty: 5267.597656
	Iteration 134Q: 3 clusters Score -7620031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -7620035.000000 Penalty: 5267.597656
	Iteration 135Q: 3 clusters Score -7620035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -7620029.500000 Penalty: 5267.597656
	Iteration 136Q: 3 clusters Score -7620030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -7620028.500000 Penalty: 5267.597656
	Iteration 137Q: 3 clusters Score -7620028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -7620031.500000 Penalty: 5267.597656
	Iteration 138Q: 3 clusters Score -7620032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -7620038.000000 Penalty: 5267.597656
	Iteration 139Q: 3 clusters Score -7620038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -7620037.000000 Penalty: 5267.597656
	Iteration 140F: 3 clusters Score -7620037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -7620043.000000 Penalty: 5267.597656
	Iteration 141Q: 3 clusters Score -7620043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -7620046.000000 Penalty: 5267.597656
	Iteration 142Q: 3 clusters Score -7620046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -7620035.000000 Penalty: 5267.597656
	Iteration 143Q: 3 clusters Score -7620035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -7620040.000000 Penalty: 5267.597656
	Iteration 144Q: 3 clusters Score -7620040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -7620038.500000 Penalty: 5267.597656
	Iteration 145Q: 3 clusters Score -7620038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -7620042.000000 Penalty: 5267.597656
	Iteration 146Q: 3 clusters Score -7620042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -7620046.000000 Penalty: 5267.597656
	Iteration 147Q: 3 clusters Score -7620046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -7620042.500000 Penalty: 5267.597656
	Iteration 148Q: 3 clusters Score -7620042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -7620039.000000 Penalty: 5267.597656
	Iteration 149Q: 3 clusters Score -7620039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -7620042.000000 Penalty: 5267.597656
	Iteration 150Q: 3 clusters Score -7620042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -7620042.000000 Penalty: 5267.597656
	Iteration 151Q: 3 clusters Score -7620042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -7620042.000000 Penalty: 5267.597656
	Iteration 152Q: 3 clusters Score -7620042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7620040.500000 Penalty: 5267.597656
	Iteration 153Q: 3 clusters Score -7620040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -7620040.500000 Penalty: 5267.597656
	Iteration 154Q: 3 clusters Score -7620040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -7620046.000000 Penalty: 5267.597656
	Iteration 155Q: 3 clusters Score -7620046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -7620036.500000 Penalty: 5267.597656
	Iteration 156Q: 3 clusters Score -7620036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -7620035.500000 Penalty: 5267.597656
	Iteration 157Q: 3 clusters Score -7620036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -7620035.500000 Penalty: 5267.597656
	Iteration 158F: 3 clusters Score -7620036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -97417.101562 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -97417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -95859.320312 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -95859.32 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96133.562500 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -96133.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96254.234375 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -96254.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -96295.632812 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -96295.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96323.546875 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -96323.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -96333.929688 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -96333.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96346.757812 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -96346.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96349.757812 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -96349.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -96353.335938 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -96353.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -96353.335938 Penalty: 3133.313721
	Iteration 9F: 3 clusters Score -96353.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Entering Unmasked Estep 
Score: -8825882.000000 Penalty: 2670.427490
	Iteration 0F: 2 clusters Score -8825882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -8796157.000000 Penalty: 5340.854980
	Iteration 0F: 3 clusters Score -8796157 nChanged 21914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -8808170.000000 Penalty: 5340.854980
	Iteration 1F: 3 clusters Score -8808170 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -8808720.000000 Penalty: 5340.854980
	Iteration 2Q: 3 clusters Score -8808720 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -8809260.000000 Penalty: 5340.854980
	Iteration 3Q: 3 clusters Score -8809260 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -8809764.000000 Penalty: 5340.854980
	Iteration 4Q: 3 clusters Score -8809764 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -8810219.000000 Penalty: 5340.854980
	Iteration 5Q: 3 clusters Score -8810219 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -8810861.000000 Penalty: 5340.854980
	Iteration 6Q: 3 clusters Score -8810861 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -8811677.000000 Penalty: 5340.854980
	Iteration 7Q: 3 clusters Score -8811677 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -8812867.000000 Penalty: 5340.854980
	Iteration 8Q: 3 clusters Score -8812867 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -8814441.000000 Penalty: 5340.854980
	Iteration 9Q: 3 clusters Score -8814441 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -8816158.000000 Penalty: 5340.854980
	Iteration 10F: 3 clusters Score -8816158 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -8817874.000000 Penalty: 5340.854980
	Iteration 11Q: 3 clusters Score -8817874 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -8819347.000000 Penalty: 5340.854980
	Iteration 12Q: 3 clusters Score -8819347 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -8820521.000000 Penalty: 5340.854980
	Iteration 13Q: 3 clusters Score -8820521 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -8821432.000000 Penalty: 5340.854980
	Iteration 14Q: 3 clusters Score -8821432 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -8821954.000000 Penalty: 5340.854980
	Iteration 15Q: 3 clusters Score -8821954 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -8822351.000000 Penalty: 5340.854980
	Iteration 16Q: 3 clusters Score -8822351 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -8822604.000000 Penalty: 5340.854980
	Iteration 17Q: 3 clusters Score -8822604 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8822873.000000 Penalty: 5340.854980
	Iteration 18Q: 3 clusters Score -8822873 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8822985.000000 Penalty: 5340.854980
	Iteration 19Q: 3 clusters Score -8822985 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8823105.000000 Penalty: 5340.854980
	Iteration 20F: 3 clusters Score -8823105 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8823225.000000 Penalty: 5340.854980
	Iteration 21Q: 3 clusters Score -8823225 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8823358.000000 Penalty: 5340.854980
	Iteration 22Q: 3 clusters Score -8823358 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8823417.000000 Penalty: 5340.854980
	Iteration 23Q: 3 clusters Score -8823417 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8823469.000000 Penalty: 5340.854980
	Iteration 24Q: 3 clusters Score -8823469 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8823532.000000 Penalty: 5340.854980
	Iteration 25Q: 3 clusters Score -8823532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8823562.000000 Penalty: 5340.854980
	Iteration 26Q: 3 clusters Score -8823562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8823591.000000 Penalty: 5340.854980
	Iteration 27Q: 3 clusters Score -8823591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8823602.000000 Penalty: 5340.854980
	Iteration 28Q: 3 clusters Score -8823602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8823617.000000 Penalty: 5340.854980
	Iteration 29Q: 3 clusters Score -8823617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8823622.000000 Penalty: 5340.854980
	Iteration 30Q: 3 clusters Score -8823622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8823631.000000 Penalty: 5340.854980
	Iteration 31Q: 3 clusters Score -8823631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8823638.000000 Penalty: 5340.854980
	Iteration 32Q: 3 clusters Score -8823638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8823645.000000 Penalty: 5340.854980
	Iteration 33Q: 3 clusters Score -8823645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8823650.000000 Penalty: 5340.854980
	Iteration 34Q: 3 clusters Score -8823650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8823668.000000 Penalty: 5340.854980
	Iteration 35Q: 3 clusters Score -8823668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8823676.000000 Penalty: 5340.854980
	Iteration 36Q: 3 clusters Score -8823676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8823678.000000 Penalty: 5340.854980
	Iteration 37Q: 3 clusters Score -8823678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8823703.000000 Penalty: 5340.854980
	Iteration 38Q: 3 clusters Score -8823703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8823712.000000 Penalty: 5340.854980
	Iteration 39Q: 3 clusters Score -8823712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8823716.000000 Penalty: 5340.854980
	Iteration 40F: 3 clusters Score -8823716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8823715.000000 Penalty: 5340.854980
	Iteration 41Q: 3 clusters Score -8823715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8823718.000000 Penalty: 5340.854980
	Iteration 42Q: 3 clusters Score -8823718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8823726.000000 Penalty: 5340.854980
	Iteration 43Q: 3 clusters Score -8823726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8823725.000000 Penalty: 5340.854980
	Iteration 44Q: 3 clusters Score -8823725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8823727.000000 Penalty: 5340.854980
	Iteration 45Q: 3 clusters Score -8823727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8823729.000000 Penalty: 5340.854980
	Iteration 46Q: 3 clusters Score -8823729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8823729.000000 Penalty: 5340.854980
	Iteration 47Q: 3 clusters Score -8823729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8823734.000000 Penalty: 5340.854980
	Iteration 48Q: 3 clusters Score -8823734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8823736.000000 Penalty: 5340.854980
	Iteration 49Q: 3 clusters Score -8823736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8823736.000000 Penalty: 5340.854980
	Iteration 50Q: 3 clusters Score -8823736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8823736.000000 Penalty: 5340.854980
	Iteration 51Q: 3 clusters Score -8823736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8823736.000000 Penalty: 5340.854980
	Iteration 52F: 3 clusters Score -8823736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Entering Unmasked Estep 
Score: -5284575.500000 Penalty: 2543.855957
	Iteration 0F: 2 clusters Score -5284576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -5265104.000000 Penalty: 5087.711914
	Iteration 0F: 3 clusters Score -5265104 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -5272181.000000 Penalty: 5087.711914
	Iteration 1F: 3 clusters Score -5272181 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -5272845.000000 Penalty: 5087.711914
	Iteration 2F: 3 clusters Score -5272845 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -5273586.000000 Penalty: 5087.711914
	Iteration 3F: 3 clusters Score -5273586 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -5274569.500000 Penalty: 5087.711914
	Iteration 4F: 3 clusters Score -5274570 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -5275713.500000 Penalty: 5087.711914
	Iteration 5F: 3 clusters Score -5275714 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -5277146.500000 Penalty: 5087.711914
	Iteration 6F: 3 clusters Score -5277146 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -5278946.000000 Penalty: 5087.711914
	Iteration 7F: 3 clusters Score -5278946 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -5280713.000000 Penalty: 5087.711914
	Iteration 8F: 3 clusters Score -5280713 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -5281858.000000 Penalty: 5087.711914
	Iteration 9F: 3 clusters Score -5281858 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5282398.000000 Penalty: 5087.711914
	Iteration 10Q: 3 clusters Score -5282398 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -5282565.000000 Penalty: 5087.711914
	Iteration 11Q: 3 clusters Score -5282565 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -5282691.000000 Penalty: 5087.711914
	Iteration 12Q: 3 clusters Score -5282691 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5282768.500000 Penalty: 5087.711914
	Iteration 13Q: 3 clusters Score -5282768 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -5282844.500000 Penalty: 5087.711914
	Iteration 14Q: 3 clusters Score -5282844 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -5282874.000000 Penalty: 5087.711914
	Iteration 15Q: 3 clusters Score -5282874 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -5282896.500000 Penalty: 5087.711914
	Iteration 16Q: 3 clusters Score -5282896 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5282914.500000 Penalty: 5087.711914
	Iteration 17Q: 3 clusters Score -5282914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5282925.500000 Penalty: 5087.711914
	Iteration 18Q: 3 clusters Score -5282926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -5282934.000000 Penalty: 5087.711914
	Iteration 19Q: 3 clusters Score -5282934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5282945.500000 Penalty: 5087.711914
	Iteration 20F: 3 clusters Score -5282946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5282947.000000 Penalty: 5087.711914
	Iteration 21Q: 3 clusters Score -5282947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5282940.500000 Penalty: 5087.711914
	Iteration 22Q: 3 clusters Score -5282940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -5282945.000000 Penalty: 5087.711914
	Iteration 23Q: 3 clusters Score -5282945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -5282960.500000 Penalty: 5087.711914
	Iteration 24Q: 3 clusters Score -5282960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -5282956.000000 Penalty: 5087.711914
	Iteration 25Q: 3 clusters Score -5282956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -5282975.500000 Penalty: 5087.711914
	Iteration 26Q: 3 clusters Score -5282976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -5282998.000000 Penalty: 5087.711914
	Iteration 27Q: 3 clusters Score -5282998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5283000.000000 Penalty: 5087.711914
	Iteration 28Q: 3 clusters Score -5283000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -5283012.500000 Penalty: 5087.711914
	Iteration 29Q: 3 clusters Score -5283012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -5283028.500000 Penalty: 5087.711914
	Iteration 30Q: 3 clusters Score -5283028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -5283029.000000 Penalty: 5087.711914
	Iteration 31Q: 3 clusters Score -5283029 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -5283028.500000 Penalty: 5087.711914
	Iteration 32Q: 3 clusters Score -5283028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -5283028.500000 Penalty: 5087.711914
	Iteration 33Q: 3 clusters Score -5283028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -5283022.000000 Penalty: 5087.711914
	Iteration 34Q: 3 clusters Score -5283022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -5283025.000000 Penalty: 5087.711914
	Iteration 35Q: 3 clusters Score -5283025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -5283042.500000 Penalty: 5087.711914
	Iteration 36Q: 3 clusters Score -5283042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -5283037.000000 Penalty: 5087.711914
	Iteration 37Q: 3 clusters Score -5283037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -5283032.000000 Penalty: 5087.711914
	Iteration 38Q: 3 clusters Score -5283032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -5283040.000000 Penalty: 5087.711914
	Iteration 39Q: 3 clusters Score -5283040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -5283045.500000 Penalty: 5087.711914
	Iteration 40F: 3 clusters Score -5283046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -5283052.000000 Penalty: 5087.711914
	Iteration 41Q: 3 clusters Score -5283052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -5283046.000000 Penalty: 5087.711914
	Iteration 42Q: 3 clusters Score -5283046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -5283043.500000 Penalty: 5087.711914
	Iteration 43Q: 3 clusters Score -5283044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -5283050.500000 Penalty: 5087.711914
	Iteration 44Q: 3 clusters Score -5283050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5283047.500000 Penalty: 5087.711914
	Iteration 45Q: 3 clusters Score -5283048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -5283046.500000 Penalty: 5087.711914
	Iteration 46Q: 3 clusters Score -5283046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -5283044.000000 Penalty: 5087.711914
	Iteration 47Q: 3 clusters Score -5283044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -5283042.500000 Penalty: 5087.711914
	Iteration 48Q: 3 clusters Score -5283042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -5283043.500000 Penalty: 5087.711914
	Iteration 49Q: 3 clusters Score -5283044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5283045.500000 Penalty: 5087.711914
	Iteration 50Q: 3 clusters Score -5283046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -5283043.500000 Penalty: 5087.711914
	Iteration 51Q: 3 clusters Score -5283044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -5283048.500000 Penalty: 5087.711914
	Iteration 52Q: 3 clusters Score -5283048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -5283042.000000 Penalty: 5087.711914
	Iteration 53Q: 3 clusters Score -5283042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -5283041.000000 Penalty: 5087.711914
	Iteration 54Q: 3 clusters Score -5283041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -5283050.000000 Penalty: 5087.711914
	Iteration 55Q: 3 clusters Score -5283050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -5283044.500000 Penalty: 5087.711914
	Iteration 56Q: 3 clusters Score -5283044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -5283039.500000 Penalty: 5087.711914
	Iteration 57Q: 3 clusters Score -5283040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -5283035.500000 Penalty: 5087.711914
	Iteration 58Q: 3 clusters Score -5283036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -5283041.000000 Penalty: 5087.711914
	Iteration 59Q: 3 clusters Score -5283041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -5283040.500000 Penalty: 5087.711914
	Iteration 60F: 3 clusters Score -5283040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -5283040.500000 Penalty: 5087.711914
	Iteration 61Q: 3 clusters Score -5283040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -5283040.500000 Penalty: 5087.711914
	Iteration 62Q: 3 clusters Score -5283040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5283043.500000 Penalty: 5087.711914
	Iteration 63Q: 3 clusters Score -5283044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -5283039.000000 Penalty: 5087.711914
	Iteration 64Q: 3 clusters Score -5283039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -5283038.500000 Penalty: 5087.711914
	Iteration 65Q: 3 clusters Score -5283038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -5283040.000000 Penalty: 5087.711914
	Iteration 66Q: 3 clusters Score -5283040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5283040.000000 Penalty: 5087.711914
	Iteration 67Q: 3 clusters Score -5283040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5283043.000000 Penalty: 5087.711914
	Iteration 68Q: 3 clusters Score -5283043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -5283043.000000 Penalty: 5087.711914
	Iteration 69Q: 3 clusters Score -5283043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -5283044.000000 Penalty: 5087.711914
	Iteration 70Q: 3 clusters Score -5283044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5283046.000000 Penalty: 5087.711914
	Iteration 71Q: 3 clusters Score -5283046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -5283045.500000 Penalty: 5087.711914
	Iteration 72Q: 3 clusters Score -5283046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -5283044.000000 Penalty: 5087.711914
	Iteration 73Q: 3 clusters Score -5283044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -5283050.000000 Penalty: 5087.711914
	Iteration 74Q: 3 clusters Score -5283050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -5283050.000000 Penalty: 5087.711914
	Iteration 75Q: 3 clusters Score -5283050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -5283049.500000 Penalty: 5087.711914
	Iteration 76Q: 3 clusters Score -5283050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -5283051.500000 Penalty: 5087.711914
	Iteration 77Q: 3 clusters Score -5283052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -5283053.000000 Penalty: 5087.711914
	Iteration 78Q: 3 clusters Score -5283053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -5283052.500000 Penalty: 5087.711914
	Iteration 79Q: 3 clusters Score -5283052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -5283054.000000 Penalty: 5087.711914
	Iteration 80F: 3 clusters Score -5283054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -5283050.000000 Penalty: 5087.711914
	Iteration 81Q: 3 clusters Score -5283050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5283050.000000 Penalty: 5087.711914
	Iteration 82Q: 3 clusters Score -5283050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -5283051.000000 Penalty: 5087.711914
	Iteration 83Q: 3 clusters Score -5283051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -5283048.000000 Penalty: 5087.711914
	Iteration 84Q: 3 clusters Score -5283048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5283048.500000 Penalty: 5087.711914
	Iteration 85Q: 3 clusters Score -5283048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -5283044.500000 Penalty: 5087.711914
	Iteration 86Q: 3 clusters Score -5283044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -5283040.000000 Penalty: 5087.711914
	Iteration 87Q: 3 clusters Score -5283040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -5283044.500000 Penalty: 5087.711914
	Iteration 88Q: 3 clusters Score -5283044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -5283045.000000 Penalty: 5087.711914
	Iteration 89Q: 3 clusters Score -5283045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -5283044.000000 Penalty: 5087.711914
	Iteration 90Q: 3 clusters Score -5283044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5283049.000000 Penalty: 5087.711914
	Iteration 91Q: 3 clusters Score -5283049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5283049.500000 Penalty: 5087.711914
	Iteration 92Q: 3 clusters Score -5283050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -5283051.500000 Penalty: 5087.711914
	Iteration 93Q: 3 clusters Score -5283052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -5283049.000000 Penalty: 5087.711914
	Iteration 94Q: 3 clusters Score -5283049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -5283048.000000 Penalty: 5087.711914
	Iteration 95Q: 3 clusters Score -5283048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -5283048.000000 Penalty: 5087.711914
	Iteration 96F: 3 clusters Score -5283048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -142084.093750 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -142084.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -140326.906250 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -140326.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -140644.703125 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -140644.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -140742.593750 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -140742.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -140891.015625 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -140891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -141008.437500 Penalty: 3324.172363
	Iteration 4F: 3 clusters Score -141008.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -141046.156250 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -141046.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141078.796875 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -141078.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141103.718750 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -141103.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141127.046875 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -141127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -141138.031250 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -141138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -141147.687500 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -141147.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -141159.687500 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -141159.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -141175.593750 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -141175.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -141189.859375 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -141189.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -141206.718750 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -141206.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -141228.484375 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -141228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -141240.890625 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -141240.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -141271.609375 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -141271.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -141302.828125 Penalty: 3324.172363
	Iteration 18Q: 3 clusters Score -141302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -141323.312500 Penalty: 3324.172363
	Iteration 19Q: 3 clusters Score -141323.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -141339.875000 Penalty: 3324.172363
	Iteration 20F: 3 clusters Score -141339.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -141373.078125 Penalty: 3324.172363
	Iteration 21Q: 3 clusters Score -141373.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -141427.703125 Penalty: 3324.172363
	Iteration 22Q: 3 clusters Score -141427.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -141543.390625 Penalty: 3324.172363
	Iteration 23Q: 3 clusters Score -141543.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -141639.968750 Penalty: 3324.172363
	Iteration 24Q: 3 clusters Score -141640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -141717.093750 Penalty: 3324.172363
	Iteration 25Q: 3 clusters Score -141717.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -141792.234375 Penalty: 3324.172363
	Iteration 26Q: 3 clusters Score -141792.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -141846.265625 Penalty: 3324.172363
	Iteration 27Q: 3 clusters Score -141846.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141951.718750 Penalty: 3324.172363
	Iteration 28Q: 3 clusters Score -141951.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -141976.578125 Penalty: 3324.172363
	Iteration 29Q: 3 clusters Score -141976.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -141979.546875 Penalty: 3324.172363
	Iteration 30F: 3 clusters Score -141979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141995.312500 Penalty: 3324.172363
	Iteration 31Q: 3 clusters Score -141995.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141995.312500 Penalty: 3324.172363
	Iteration 32F: 3 clusters Score -141995.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -20293.675781 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -20293.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19265.869141 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -19265.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19384.140625 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -19384.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19486.777344 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -19486.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19542.525391 Penalty: 2774.976807
	Iteration 3F: 3 clusters Score -19542.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19622.394531 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -19622.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19653.935547 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -19653.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19666.494141 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -19666.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19670.150391 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -19670.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19682.783203 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -19682.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19684.244141 Penalty: 2774.976807
	Iteration 9F: 3 clusters Score -19684.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19735.890625 Penalty: 2774.976807
	Iteration 10Q: 3 clusters Score -19735.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19735.890625 Penalty: 2774.976807
	Iteration 11F: 3 clusters Score -19735.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -93055.632812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -93055.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91445.078125 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91445.08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -91811.281250 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91811.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91998.921875 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -91998.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -92103.257812 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -92103.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92222.000000 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -92222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92302.367188 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -92302.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92382.218750 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -92382.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92452.921875 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -92452.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92521.210938 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -92521.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92565.843750 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -92565.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92605.601562 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -92605.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92632.976562 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -92632.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92648.875000 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -92648.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92658.484375 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -92658.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92659.343750 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -92659.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92660.710938 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -92660.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92663.484375 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -92663.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92673.265625 Penalty: 3220.151123
	Iteration 17F: 3 clusters Score -92673.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92700.085938 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -92700.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92723.750000 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -92723.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92764.679688 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -92764.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92795.601562 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -92795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -92851.937500 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -92851.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92917.304688 Penalty: 3220.151123
	Iteration 23Q: 3 clusters Score -92917.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92951.890625 Penalty: 3220.151123
	Iteration 24Q: 3 clusters Score -92951.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92971.882812 Penalty: 3220.151123
	Iteration 25Q: 3 clusters Score -92971.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92998.609375 Penalty: 3220.151123
	Iteration 26Q: 3 clusters Score -92998.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93012.109375 Penalty: 3220.151123
	Iteration 27Q: 3 clusters Score -93012.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -93033.390625 Penalty: 3220.151123
	Iteration 28Q: 3 clusters Score -93033.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93052.273438 Penalty: 3220.151123
	Iteration 29Q: 3 clusters Score -93052.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93087.843750 Penalty: 3220.151123
	Iteration 30Q: 3 clusters Score -93087.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93111.015625 Penalty: 3220.151123
	Iteration 31Q: 3 clusters Score -93111.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93114.164062 Penalty: 3220.151123
	Iteration 32Q: 3 clusters Score -93114.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93115.875000 Penalty: 3220.151123
	Iteration 33F: 3 clusters Score -93115.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93121.953125 Penalty: 3220.151123
	Iteration 34Q: 3 clusters Score -93121.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93121.953125 Penalty: 3220.151123
	Iteration 35F: 3 clusters Score -93121.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9983 members 
Mstep: Class 3 contains 26586 members 
Mstep: Class 4 contains 42964 members 
Mstep: Class 5 contains 46551 members 
Mstep: Class 6 contains 29175 members 
Mstep: Class 7 contains 43174 members 
Mstep: Class 8 contains 47090 members 
Mstep: Class 9 contains 42798 members 
Mstep: Class 10 contains 44688 members 
Mstep: Class 11 contains 7485 members 
Mstep: Class 12 contains 45935 members 
Mstep: Class 13 contains 48413 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25936 members 
Mstep: Class 16 contains 40952 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47470 members 
Mstep: Class 19 contains 28495 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 330 members 
Entering Unmasked Estep 
Score: -106662272.000000 Penalty: 82330.929688
Splitting cluster 22 changes total score from -106664256.000000 to -106662272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -51192.710938 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -51192.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49741.636719 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -49741.64 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50045.015625 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -50045.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50247.218750 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -50247.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50391.734375 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -50391.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50507.066406 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -50507.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50614.347656 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -50614.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50738.019531 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -50738.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50827.496094 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -50827.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50889.695312 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -50889.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50906.128906 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -50906.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50908.300781 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -50908.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50917.863281 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -50917.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50926.292969 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -50926.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50930.582031 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -50930.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50933.527344 Penalty: 3066.314209
	Iteration 14Q: 3 clusters Score -50933.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50936.929688 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -50936.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50937.660156 Penalty: 3066.314209
	Iteration 16Q: 3 clusters Score -50937.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50938.144531 Penalty: 3066.314209
	Iteration 17F: 3 clusters Score -50938.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50945.593750 Penalty: 3066.314209
	Iteration 18Q: 3 clusters Score -50945.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50958.750000 Penalty: 3066.314209
	Iteration 19Q: 3 clusters Score -50958.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50969.222656 Penalty: 3066.314209
	Iteration 20F: 3 clusters Score -50969.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50979.343750 Penalty: 3066.314209
	Iteration 21Q: 3 clusters Score -50979.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50982.542969 Penalty: 3066.314209
	Iteration 22Q: 3 clusters Score -50982.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50984.093750 Penalty: 3066.314209
	Iteration 23Q: 3 clusters Score -50984.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50984.093750 Penalty: 3066.314209
	Iteration 24F: 3 clusters Score -50984.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -87896.523438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -87896.52 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 333 members 
Entering Unmasked Estep 
Score: -86266.500000 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -86266.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86599.695312 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -86599.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86756.929688 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -86756.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86876.742188 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -86876.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86961.460938 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -86961.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -87048.070312 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -87048.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87089.125000 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -87089.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87114.492188 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -87114.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87149.507812 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -87149.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87189.164062 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -87189.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87219.195312 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -87219.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87264.578125 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -87264.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87300.492188 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -87300.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87319.132812 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -87319.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87331.085938 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -87331.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87338.390625 Penalty: 3229.825684
	Iteration 15Q: 3 clusters Score -87338.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87349.351562 Penalty: 3229.825684
	Iteration 16Q: 3 clusters Score -87349.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87359.757812 Penalty: 3229.825684
	Iteration 17Q: 3 clusters Score -87359.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87375.906250 Penalty: 3229.825684
	Iteration 18Q: 3 clusters Score -87375.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87395.156250 Penalty: 3229.825684
	Iteration 19Q: 3 clusters Score -87395.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -87406.750000 Penalty: 3229.825684
	Iteration 20F: 3 clusters Score -87406.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87422.890625 Penalty: 3229.825684
	Iteration 21Q: 3 clusters Score -87422.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87438.570312 Penalty: 3229.825684
	Iteration 22Q: 3 clusters Score -87438.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87455.578125 Penalty: 3229.825684
	Iteration 23Q: 3 clusters Score -87455.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87476.984375 Penalty: 3229.825684
	Iteration 24Q: 3 clusters Score -87476.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87507.062500 Penalty: 3229.825684
	Iteration 25Q: 3 clusters Score -87507.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87537.093750 Penalty: 3229.825684
	Iteration 26Q: 3 clusters Score -87537.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87548.210938 Penalty: 3229.825684
	Iteration 27Q: 3 clusters Score -87548.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87550.343750 Penalty: 3229.825684
	Iteration 28Q: 3 clusters Score -87550.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87551.820312 Penalty: 3229.825684
	Iteration 29Q: 3 clusters Score -87551.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87551.820312 Penalty: 3229.825684
	Iteration 30F: 3 clusters Score -87551.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9983 members 
Mstep: Class 3 contains 26586 members 
Mstep: Class 4 contains 42964 members 
Mstep: Class 5 contains 46551 members 
Mstep: Class 6 contains 29175 members 
Mstep: Class 7 contains 43174 members 
Mstep: Class 8 contains 47090 members 
Mstep: Class 9 contains 42798 members 
Mstep: Class 10 contains 44688 members 
Mstep: Class 11 contains 7485 members 
Mstep: Class 12 contains 45935 members 
Mstep: Class 13 contains 48413 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25936 members 
Mstep: Class 16 contains 40952 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47470 members 
Mstep: Class 19 contains 28495 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663968.000000 Penalty: 79037.695312
Iteration 159Q: 25 clusters Score -1.06664e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9792 members 
Mstep: Class 3 contains 26640 members 
Mstep: Class 4 contains 42978 members 
Mstep: Class 5 contains 46551 members 
Mstep: Class 6 contains 29139 members 
Mstep: Class 7 contains 43185 members 
Mstep: Class 8 contains 47117 members 
Mstep: Class 9 contains 42846 members 
Mstep: Class 10 contains 44714 members 
Mstep: Class 11 contains 7483 members 
Mstep: Class 12 contains 45940 members 
Mstep: Class 13 contains 48547 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25906 members 
Mstep: Class 16 contains 40988 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 28410 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663896.000000 Penalty: 79037.695312
Iteration 160F: 25 clusters Score -1.066639e+08 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9622 members 
Mstep: Class 3 contains 26708 members 
Mstep: Class 4 contains 42976 members 
Mstep: Class 5 contains 46582 members 
Mstep: Class 6 contains 29107 members 
Mstep: Class 7 contains 43212 members 
Mstep: Class 8 contains 47118 members 
Mstep: Class 9 contains 42888 members 
Mstep: Class 10 contains 44692 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 45968 members 
Mstep: Class 13 contains 48662 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25883 members 
Mstep: Class 16 contains 41018 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47437 members 
Mstep: Class 19 contains 28332 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663840.000000 Penalty: 79037.695312
Iteration 161Q: 25 clusters Score -1.066638e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9489 members 
Mstep: Class 3 contains 26755 members 
Mstep: Class 4 contains 42981 members 
Mstep: Class 5 contains 46616 members 
Mstep: Class 6 contains 29088 members 
Mstep: Class 7 contains 43220 members 
Mstep: Class 8 contains 47142 members 
Mstep: Class 9 contains 42950 members 
Mstep: Class 10 contains 44653 members 
Mstep: Class 11 contains 7496 members 
Mstep: Class 12 contains 45998 members 
Mstep: Class 13 contains 48798 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25861 members 
Mstep: Class 16 contains 40984 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47398 members 
Mstep: Class 19 contains 28268 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663768.000000 Penalty: 79037.695312
Iteration 162Q: 25 clusters Score -1.066638e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 26812 members 
Mstep: Class 4 contains 42984 members 
Mstep: Class 5 contains 46662 members 
Mstep: Class 6 contains 29080 members 
Mstep: Class 7 contains 43187 members 
Mstep: Class 8 contains 47149 members 
Mstep: Class 9 contains 42998 members 
Mstep: Class 10 contains 44642 members 
Mstep: Class 11 contains 7504 members 
Mstep: Class 12 contains 46033 members 
Mstep: Class 13 contains 48902 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25848 members 
Mstep: Class 16 contains 40958 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47389 members 
Mstep: Class 19 contains 28213 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663680.000000 Penalty: 79037.695312
Iteration 163Q: 25 clusters Score -1.066637e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9188 members 
Mstep: Class 3 contains 26898 members 
Mstep: Class 4 contains 42981 members 
Mstep: Class 5 contains 46702 members 
Mstep: Class 6 contains 29076 members 
Mstep: Class 7 contains 43177 members 
Mstep: Class 8 contains 47147 members 
Mstep: Class 9 contains 43044 members 
Mstep: Class 10 contains 44627 members 
Mstep: Class 11 contains 7515 members 
Mstep: Class 12 contains 46055 members 
Mstep: Class 13 contains 48963 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25843 members 
Mstep: Class 16 contains 40982 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47363 members 
Mstep: Class 19 contains 28137 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663536.000000 Penalty: 79037.695312
Iteration 164Q: 25 clusters Score -1.066635e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 26972 members 
Mstep: Class 4 contains 43008 members 
Mstep: Class 5 contains 46724 members 
Mstep: Class 6 contains 29068 members 
Mstep: Class 7 contains 43171 members 
Mstep: Class 8 contains 47165 members 
Mstep: Class 9 contains 43102 members 
Mstep: Class 10 contains 44631 members 
Mstep: Class 11 contains 7524 members 
Mstep: Class 12 contains 46093 members 
Mstep: Class 13 contains 49014 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25823 members 
Mstep: Class 16 contains 40976 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47326 members 
Mstep: Class 19 contains 28062 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663536.000000 Penalty: 79037.695312
Iteration 165Q: 25 clusters Score -1.066635e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8880 members 
Mstep: Class 3 contains 27075 members 
Mstep: Class 4 contains 43008 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 29064 members 
Mstep: Class 7 contains 43177 members 
Mstep: Class 8 contains 47201 members 
Mstep: Class 9 contains 43151 members 
Mstep: Class 10 contains 44648 members 
Mstep: Class 11 contains 7539 members 
Mstep: Class 12 contains 46111 members 
Mstep: Class 13 contains 49047 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25799 members 
Mstep: Class 16 contains 40977 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47293 members 
Mstep: Class 19 contains 27998 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663384.000000 Penalty: 79037.695312
Iteration 166Q: 25 clusters Score -1.066634e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8702 members 
Mstep: Class 3 contains 27193 members 
Mstep: Class 4 contains 43024 members 
Mstep: Class 5 contains 46780 members 
Mstep: Class 6 contains 29039 members 
Mstep: Class 7 contains 43166 members 
Mstep: Class 8 contains 47220 members 
Mstep: Class 9 contains 43166 members 
Mstep: Class 10 contains 44707 members 
Mstep: Class 11 contains 7546 members 
Mstep: Class 12 contains 46139 members 
Mstep: Class 13 contains 49054 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25787 members 
Mstep: Class 16 contains 40982 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47266 members 
Mstep: Class 19 contains 27926 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663336.000000 Penalty: 79037.695312
Iteration 167Q: 25 clusters Score -1.066633e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8533 members 
Mstep: Class 3 contains 27309 members 
Mstep: Class 4 contains 43034 members 
Mstep: Class 5 contains 46799 members 
Mstep: Class 6 contains 29035 members 
Mstep: Class 7 contains 43167 members 
Mstep: Class 8 contains 47226 members 
Mstep: Class 9 contains 43228 members 
Mstep: Class 10 contains 44746 members 
Mstep: Class 11 contains 7550 members 
Mstep: Class 12 contains 46172 members 
Mstep: Class 13 contains 49049 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25771 members 
Mstep: Class 16 contains 40986 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47258 members 
Mstep: Class 19 contains 27835 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663192.000000 Penalty: 79037.695312
Iteration 168Q: 25 clusters Score -1.066632e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 27437 members 
Mstep: Class 4 contains 43050 members 
Mstep: Class 5 contains 46809 members 
Mstep: Class 6 contains 29049 members 
Mstep: Class 7 contains 43145 members 
Mstep: Class 8 contains 47208 members 
Mstep: Class 9 contains 43264 members 
Mstep: Class 10 contains 44811 members 
Mstep: Class 11 contains 7562 members 
Mstep: Class 12 contains 46208 members 
Mstep: Class 13 contains 49020 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25754 members 
Mstep: Class 16 contains 40969 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47276 members 
Mstep: Class 19 contains 27767 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663344.000000 Penalty: 79037.695312
Iteration 169Q: 25 clusters Score -1.066633e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8205 members 
Mstep: Class 3 contains 27561 members 
Mstep: Class 4 contains 43071 members 
Mstep: Class 5 contains 46828 members 
Mstep: Class 6 contains 29048 members 
Mstep: Class 7 contains 43121 members 
Mstep: Class 8 contains 47157 members 
Mstep: Class 9 contains 43338 members 
Mstep: Class 10 contains 44851 members 
Mstep: Class 11 contains 7570 members 
Mstep: Class 12 contains 46253 members 
Mstep: Class 13 contains 48996 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25739 members 
Mstep: Class 16 contains 40971 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47305 members 
Mstep: Class 19 contains 27686 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663272.000000 Penalty: 79037.695312
Iteration 170Q: 25 clusters Score -1.066633e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 27665 members 
Mstep: Class 4 contains 43097 members 
Mstep: Class 5 contains 46884 members 
Mstep: Class 6 contains 29052 members 
Mstep: Class 7 contains 43088 members 
Mstep: Class 8 contains 47105 members 
Mstep: Class 9 contains 43430 members 
Mstep: Class 10 contains 44904 members 
Mstep: Class 11 contains 7569 members 
Mstep: Class 12 contains 46310 members 
Mstep: Class 13 contains 48937 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25732 members 
Mstep: Class 16 contains 40987 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47312 members 
Mstep: Class 19 contains 27589 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663008.000000 Penalty: 79037.695312
Iteration 171Q: 25 clusters Score -1.06663e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7854 members 
Mstep: Class 3 contains 27768 members 
Mstep: Class 4 contains 43132 members 
Mstep: Class 5 contains 46919 members 
Mstep: Class 6 contains 29052 members 
Mstep: Class 7 contains 43067 members 
Mstep: Class 8 contains 47047 members 
Mstep: Class 9 contains 43525 members 
Mstep: Class 10 contains 44987 members 
Mstep: Class 11 contains 7572 members 
Mstep: Class 12 contains 46345 members 
Mstep: Class 13 contains 48906 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25723 members 
Mstep: Class 16 contains 41019 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47309 members 
Mstep: Class 19 contains 27475 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663000.000000 Penalty: 79037.695312
Iteration 172Q: 25 clusters Score -1.06663e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 27878 members 
Mstep: Class 4 contains 43146 members 
Mstep: Class 5 contains 46955 members 
Mstep: Class 6 contains 29065 members 
Mstep: Class 7 contains 43080 members 
Mstep: Class 8 contains 47003 members 
Mstep: Class 9 contains 43579 members 
Mstep: Class 10 contains 45072 members 
Mstep: Class 11 contains 7573 members 
Mstep: Class 12 contains 46344 members 
Mstep: Class 13 contains 48901 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25695 members 
Mstep: Class 16 contains 41030 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47356 members 
Mstep: Class 19 contains 27364 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662736.000000 Penalty: 79037.695312
Iteration 173Q: 25 clusters Score -1.066627e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7494 members 
Mstep: Class 3 contains 27996 members 
Mstep: Class 4 contains 43174 members 
Mstep: Class 5 contains 46954 members 
Mstep: Class 6 contains 29083 members 
Mstep: Class 7 contains 43082 members 
Mstep: Class 8 contains 46946 members 
Mstep: Class 9 contains 43620 members 
Mstep: Class 10 contains 45132 members 
Mstep: Class 11 contains 7577 members 
Mstep: Class 12 contains 46371 members 
Mstep: Class 13 contains 48886 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25677 members 
Mstep: Class 16 contains 41047 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47399 members 
Mstep: Class 19 contains 27263 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662400.000000 Penalty: 79037.695312
Iteration 174Q: 25 clusters Score -1.066624e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 28103 members 
Mstep: Class 4 contains 43212 members 
Mstep: Class 5 contains 46973 members 
Mstep: Class 6 contains 29102 members 
Mstep: Class 7 contains 43065 members 
Mstep: Class 8 contains 46914 members 
Mstep: Class 9 contains 43683 members 
Mstep: Class 10 contains 45161 members 
Mstep: Class 11 contains 7576 members 
Mstep: Class 12 contains 46397 members 
Mstep: Class 13 contains 48891 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25658 members 
Mstep: Class 16 contains 41026 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47434 members 
Mstep: Class 19 contains 27156 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662320.000000 Penalty: 79037.695312
Iteration 175Q: 25 clusters Score -1.066623e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7217 members 
Mstep: Class 3 contains 28230 members 
Mstep: Class 4 contains 43239 members 
Mstep: Class 5 contains 46992 members 
Mstep: Class 6 contains 29122 members 
Mstep: Class 7 contains 43067 members 
Mstep: Class 8 contains 46834 members 
Mstep: Class 9 contains 43730 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 7575 members 
Mstep: Class 12 contains 46448 members 
Mstep: Class 13 contains 48854 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25643 members 
Mstep: Class 16 contains 41011 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47466 members 
Mstep: Class 19 contains 27045 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662280.000000 Penalty: 79037.695312
Iteration 176Q: 25 clusters Score -1.066623e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7094 members 
Mstep: Class 3 contains 28371 members 
Mstep: Class 4 contains 43248 members 
Mstep: Class 5 contains 47010 members 
Mstep: Class 6 contains 29153 members 
Mstep: Class 7 contains 43070 members 
Mstep: Class 8 contains 46803 members 
Mstep: Class 9 contains 43770 members 
Mstep: Class 10 contains 45267 members 
Mstep: Class 11 contains 7582 members 
Mstep: Class 12 contains 46446 members 
Mstep: Class 13 contains 48875 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25619 members 
Mstep: Class 16 contains 40996 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47461 members 
Mstep: Class 19 contains 26934 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662448.000000 Penalty: 79037.695312
Iteration 177Q: 25 clusters Score -1.066624e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6973 members 
Mstep: Class 3 contains 28511 members 
Mstep: Class 4 contains 43260 members 
Mstep: Class 5 contains 47015 members 
Mstep: Class 6 contains 29179 members 
Mstep: Class 7 contains 43095 members 
Mstep: Class 8 contains 46771 members 
Mstep: Class 9 contains 43840 members 
Mstep: Class 10 contains 45300 members 
Mstep: Class 11 contains 7588 members 
Mstep: Class 12 contains 46448 members 
Mstep: Class 13 contains 48852 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25589 members 
Mstep: Class 16 contains 40990 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 26843 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662528.000000 Penalty: 79037.695312
Iteration 178Q: 25 clusters Score -1.066625e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6838 members 
Mstep: Class 3 contains 28681 members 
Mstep: Class 4 contains 43281 members 
Mstep: Class 5 contains 46986 members 
Mstep: Class 6 contains 29219 members 
Mstep: Class 7 contains 43089 members 
Mstep: Class 8 contains 46761 members 
Mstep: Class 9 contains 43890 members 
Mstep: Class 10 contains 45333 members 
Mstep: Class 11 contains 7592 members 
Mstep: Class 12 contains 46499 members 
Mstep: Class 13 contains 48803 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25565 members 
Mstep: Class 16 contains 40983 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47418 members 
Mstep: Class 19 contains 26760 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662424.000000 Penalty: 79037.695312
Iteration 179Q: 25 clusters Score -1.066624e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 28856 members 
Mstep: Class 4 contains 43300 members 
Mstep: Class 5 contains 46956 members 
Mstep: Class 6 contains 29266 members 
Mstep: Class 7 contains 43084 members 
Mstep: Class 8 contains 46740 members 
Mstep: Class 9 contains 43947 members 
Mstep: Class 10 contains 45366 members 
Mstep: Class 11 contains 7595 members 
Mstep: Class 12 contains 46547 members 
Mstep: Class 13 contains 48753 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25530 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47414 members 
Mstep: Class 19 contains 26670 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662408.000000 Penalty: 79037.695312
Iteration 180F: 25 clusters Score -1.066624e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6621 members 
Mstep: Class 3 contains 29026 members 
Mstep: Class 4 contains 43323 members 
Mstep: Class 5 contains 46942 members 
Mstep: Class 6 contains 29346 members 
Mstep: Class 7 contains 43067 members 
Mstep: Class 8 contains 46695 members 
Mstep: Class 9 contains 44017 members 
Mstep: Class 10 contains 45412 members 
Mstep: Class 11 contains 7597 members 
Mstep: Class 12 contains 46563 members 
Mstep: Class 13 contains 48713 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25516 members 
Mstep: Class 16 contains 40886 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47388 members 
Mstep: Class 19 contains 26589 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106662768.000000 Penalty: 79037.695312
Iteration 181Q: 25 clusters Score -1.066628e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6534 members 
Mstep: Class 3 contains 29183 members 
Mstep: Class 4 contains 43324 members 
Mstep: Class 5 contains 46904 members 
Mstep: Class 6 contains 29417 members 
Mstep: Class 7 contains 43076 members 
Mstep: Class 8 contains 46659 members 
Mstep: Class 9 contains 44042 members 
Mstep: Class 10 contains 45435 members 
Mstep: Class 11 contains 7604 members 
Mstep: Class 12 contains 46587 members 
Mstep: Class 13 contains 48659 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25508 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47414 members 
Mstep: Class 19 contains 26488 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663112.000000 Penalty: 79037.695312
Iteration 182Q: 25 clusters Score -1.066631e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 29320 members 
Mstep: Class 4 contains 43330 members 
Mstep: Class 5 contains 46883 members 
Mstep: Class 6 contains 29494 members 
Mstep: Class 7 contains 43075 members 
Mstep: Class 8 contains 46610 members 
Mstep: Class 9 contains 44092 members 
Mstep: Class 10 contains 45437 members 
Mstep: Class 11 contains 7614 members 
Mstep: Class 12 contains 46605 members 
Mstep: Class 13 contains 48652 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25491 members 
Mstep: Class 16 contains 40833 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47424 members 
Mstep: Class 19 contains 26386 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663216.000000 Penalty: 79037.695312
Iteration 183Q: 25 clusters Score -1.066632e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6373 members 
Mstep: Class 3 contains 29421 members 
Mstep: Class 4 contains 43348 members 
Mstep: Class 5 contains 46864 members 
Mstep: Class 6 contains 29570 members 
Mstep: Class 7 contains 43097 members 
Mstep: Class 8 contains 46576 members 
Mstep: Class 9 contains 44112 members 
Mstep: Class 10 contains 45447 members 
Mstep: Class 11 contains 7617 members 
Mstep: Class 12 contains 46639 members 
Mstep: Class 13 contains 48642 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25474 members 
Mstep: Class 16 contains 40793 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47425 members 
Mstep: Class 19 contains 26308 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663376.000000 Penalty: 79037.695312
Iteration 184Q: 25 clusters Score -1.066634e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6298 members 
Mstep: Class 3 contains 29553 members 
Mstep: Class 4 contains 43366 members 
Mstep: Class 5 contains 46860 members 
Mstep: Class 6 contains 29666 members 
Mstep: Class 7 contains 43115 members 
Mstep: Class 8 contains 46543 members 
Mstep: Class 9 contains 44089 members 
Mstep: Class 10 contains 45480 members 
Mstep: Class 11 contains 7618 members 
Mstep: Class 12 contains 46633 members 
Mstep: Class 13 contains 48603 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25453 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47421 members 
Mstep: Class 19 contains 26225 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663536.000000 Penalty: 79037.695312
Iteration 185Q: 25 clusters Score -1.066635e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6239 members 
Mstep: Class 3 contains 29666 members 
Mstep: Class 4 contains 43365 members 
Mstep: Class 5 contains 46847 members 
Mstep: Class 6 contains 29764 members 
Mstep: Class 7 contains 43097 members 
Mstep: Class 8 contains 46509 members 
Mstep: Class 9 contains 44103 members 
Mstep: Class 10 contains 45493 members 
Mstep: Class 11 contains 7620 members 
Mstep: Class 12 contains 46644 members 
Mstep: Class 13 contains 48606 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25451 members 
Mstep: Class 16 contains 40747 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47406 members 
Mstep: Class 19 contains 26150 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663664.000000 Penalty: 79037.695312
Iteration 186Q: 25 clusters Score -1.066637e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6175 members 
Mstep: Class 3 contains 29799 members 
Mstep: Class 4 contains 43374 members 
Mstep: Class 5 contains 46830 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 43085 members 
Mstep: Class 8 contains 46486 members 
Mstep: Class 9 contains 44103 members 
Mstep: Class 10 contains 45488 members 
Mstep: Class 11 contains 7625 members 
Mstep: Class 12 contains 46599 members 
Mstep: Class 13 contains 48654 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25441 members 
Mstep: Class 16 contains 40701 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47438 members 
Mstep: Class 19 contains 26071 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663720.000000 Penalty: 79037.695312
Iteration 187Q: 25 clusters Score -1.066637e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 3 contains 29919 members 
Mstep: Class 4 contains 43383 members 
Mstep: Class 5 contains 46833 members 
Mstep: Class 6 contains 29924 members 
Mstep: Class 7 contains 43093 members 
Mstep: Class 8 contains 46431 members 
Mstep: Class 9 contains 44108 members 
Mstep: Class 10 contains 45479 members 
Mstep: Class 11 contains 7629 members 
Mstep: Class 12 contains 46562 members 
Mstep: Class 13 contains 48650 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25420 members 
Mstep: Class 16 contains 40711 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47445 members 
Mstep: Class 19 contains 26003 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663552.000000 Penalty: 79037.695312
Iteration 188Q: 25 clusters Score -1.066636e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6048 members 
Mstep: Class 3 contains 30045 members 
Mstep: Class 4 contains 43391 members 
Mstep: Class 5 contains 46831 members 
Mstep: Class 6 contains 29998 members 
Mstep: Class 7 contains 43075 members 
Mstep: Class 8 contains 46382 members 
Mstep: Class 9 contains 44115 members 
Mstep: Class 10 contains 45457 members 
Mstep: Class 11 contains 7633 members 
Mstep: Class 12 contains 46527 members 
Mstep: Class 13 contains 48686 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25394 members 
Mstep: Class 16 contains 40736 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47472 members 
Mstep: Class 19 contains 25916 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663416.000000 Penalty: 79037.695312
Iteration 189Q: 25 clusters Score -1.066634e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5967 members 
Mstep: Class 3 contains 30165 members 
Mstep: Class 4 contains 43374 members 
Mstep: Class 5 contains 46859 members 
Mstep: Class 6 contains 30051 members 
Mstep: Class 7 contains 43089 members 
Mstep: Class 8 contains 46348 members 
Mstep: Class 9 contains 44083 members 
Mstep: Class 10 contains 45465 members 
Mstep: Class 11 contains 7635 members 
Mstep: Class 12 contains 46542 members 
Mstep: Class 13 contains 48649 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25385 members 
Mstep: Class 16 contains 40779 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47489 members 
Mstep: Class 19 contains 25826 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663544.000000 Penalty: 79037.695312
Iteration 190Q: 25 clusters Score -1.066635e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5888 members 
Mstep: Class 3 contains 30299 members 
Mstep: Class 4 contains 43345 members 
Mstep: Class 5 contains 46870 members 
Mstep: Class 6 contains 30137 members 
Mstep: Class 7 contains 43076 members 
Mstep: Class 8 contains 46328 members 
Mstep: Class 9 contains 44054 members 
Mstep: Class 10 contains 45451 members 
Mstep: Class 11 contains 7638 members 
Mstep: Class 12 contains 46552 members 
Mstep: Class 13 contains 48625 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25375 members 
Mstep: Class 16 contains 40806 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47515 members 
Mstep: Class 19 contains 25747 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663696.000000 Penalty: 79037.695312
Iteration 191Q: 25 clusters Score -1.066637e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5813 members 
Mstep: Class 3 contains 30406 members 
Mstep: Class 4 contains 43331 members 
Mstep: Class 5 contains 46876 members 
Mstep: Class 6 contains 30236 members 
Mstep: Class 7 contains 43078 members 
Mstep: Class 8 contains 46307 members 
Mstep: Class 9 contains 44019 members 
Mstep: Class 10 contains 45443 members 
Mstep: Class 11 contains 7644 members 
Mstep: Class 12 contains 46556 members 
Mstep: Class 13 contains 48636 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25360 members 
Mstep: Class 16 contains 40818 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47529 members 
Mstep: Class 19 contains 25654 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663816.000000 Penalty: 79037.695312
Iteration 192Q: 25 clusters Score -1.066638e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5746 members 
Mstep: Class 3 contains 30532 members 
Mstep: Class 4 contains 43313 members 
Mstep: Class 5 contains 46882 members 
Mstep: Class 6 contains 30336 members 
Mstep: Class 7 contains 43054 members 
Mstep: Class 8 contains 46296 members 
Mstep: Class 9 contains 43991 members 
Mstep: Class 10 contains 45432 members 
Mstep: Class 11 contains 7643 members 
Mstep: Class 12 contains 46547 members 
Mstep: Class 13 contains 48668 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25345 members 
Mstep: Class 16 contains 40833 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47537 members 
Mstep: Class 19 contains 25551 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664040.000000 Penalty: 79037.695312
Iteration 193Q: 25 clusters Score -1.06664e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 30637 members 
Mstep: Class 4 contains 43277 members 
Mstep: Class 5 contains 46871 members 
Mstep: Class 6 contains 30444 members 
Mstep: Class 7 contains 43069 members 
Mstep: Class 8 contains 46242 members 
Mstep: Class 9 contains 43962 members 
Mstep: Class 10 contains 45424 members 
Mstep: Class 11 contains 7647 members 
Mstep: Class 12 contains 46536 members 
Mstep: Class 13 contains 48721 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25337 members 
Mstep: Class 16 contains 40857 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47524 members 
Mstep: Class 19 contains 25448 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664224.000000 Penalty: 79037.695312
Iteration 194Q: 25 clusters Score -1.066642e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5678 members 
Mstep: Class 3 contains 30744 members 
Mstep: Class 4 contains 43256 members 
Mstep: Class 5 contains 46873 members 
Mstep: Class 6 contains 30576 members 
Mstep: Class 7 contains 43028 members 
Mstep: Class 8 contains 46219 members 
Mstep: Class 9 contains 43938 members 
Mstep: Class 10 contains 45396 members 
Mstep: Class 11 contains 7647 members 
Mstep: Class 12 contains 46496 members 
Mstep: Class 13 contains 48803 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25320 members 
Mstep: Class 16 contains 40883 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47512 members 
Mstep: Class 19 contains 25340 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664408.000000 Penalty: 79037.695312
Iteration 195Q: 25 clusters Score -1.066644e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5650 members 
Mstep: Class 3 contains 30855 members 
Mstep: Class 4 contains 43223 members 
Mstep: Class 5 contains 46870 members 
Mstep: Class 6 contains 30697 members 
Mstep: Class 7 contains 42998 members 
Mstep: Class 8 contains 46207 members 
Mstep: Class 9 contains 43900 members 
Mstep: Class 10 contains 45381 members 
Mstep: Class 11 contains 7651 members 
Mstep: Class 12 contains 46485 members 
Mstep: Class 13 contains 48860 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25296 members 
Mstep: Class 16 contains 40902 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47519 members 
Mstep: Class 19 contains 25214 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664448.000000 Penalty: 79037.695312
Iteration 196Q: 25 clusters Score -1.066644e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 30986 members 
Mstep: Class 4 contains 43203 members 
Mstep: Class 5 contains 46871 members 
Mstep: Class 6 contains 30782 members 
Mstep: Class 7 contains 42998 members 
Mstep: Class 8 contains 46179 members 
Mstep: Class 9 contains 43899 members 
Mstep: Class 10 contains 45351 members 
Mstep: Class 11 contains 7659 members 
Mstep: Class 12 contains 46430 members 
Mstep: Class 13 contains 48948 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25285 members 
Mstep: Class 16 contains 40897 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47512 members 
Mstep: Class 19 contains 25089 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664672.000000 Penalty: 79037.695312
Iteration 197Q: 25 clusters Score -1.066647e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 31126 members 
Mstep: Class 4 contains 43190 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 30890 members 
Mstep: Class 7 contains 42964 members 
Mstep: Class 8 contains 46149 members 
Mstep: Class 9 contains 43906 members 
Mstep: Class 10 contains 45358 members 
Mstep: Class 11 contains 7653 members 
Mstep: Class 12 contains 46412 members 
Mstep: Class 13 contains 48999 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25268 members 
Mstep: Class 16 contains 40890 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47507 members 
Mstep: Class 19 contains 24941 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664624.000000 Penalty: 79037.695312
Iteration 198Q: 25 clusters Score -1.066646e+08 nChanged 2196
Entering ConstructFrom: 
Score: -106664624.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -406653.718750 Penalty: 1927.642700
	Iteration 0F: 2 clusters Score -406653.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -403846.937500 Penalty: 3855.285400
	Iteration 0F: 3 clusters Score -403846.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -404739.968750 Penalty: 3855.285400
	Iteration 1F: 3 clusters Score -404740 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -405375.281250 Penalty: 3855.285400
	Iteration 2F: 3 clusters Score -405375.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -405874.687500 Penalty: 3855.285400
	Iteration 3F: 3 clusters Score -405874.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -406165.000000 Penalty: 3855.285400
	Iteration 4F: 3 clusters Score -406165 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -406361.375000 Penalty: 3855.285400
	Iteration 5Q: 3 clusters Score -406361.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -406501.250000 Penalty: 3855.285400
	Iteration 6Q: 3 clusters Score -406501.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -406574.906250 Penalty: 3855.285400
	Iteration 7Q: 3 clusters Score -406574.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -406610.437500 Penalty: 3855.285400
	Iteration 8Q: 3 clusters Score -406610.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -406634.281250 Penalty: 3855.285400
	Iteration 9Q: 3 clusters Score -406634.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -406650.281250 Penalty: 3855.285400
	Iteration 10Q: 3 clusters Score -406650.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -406658.125000 Penalty: 3855.285400
	Iteration 11Q: 3 clusters Score -406658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -406667.375000 Penalty: 3855.285400
	Iteration 12Q: 3 clusters Score -406667.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -406672.531250 Penalty: 3855.285400
	Iteration 13Q: 3 clusters Score -406672.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -406678.562500 Penalty: 3855.285400
	Iteration 14Q: 3 clusters Score -406678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -406681.562500 Penalty: 3855.285400
	Iteration 15Q: 3 clusters Score -406681.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -406681.562500 Penalty: 3855.285400
	Iteration 16F: 3 clusters Score -406681.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 31243 members 
Mstep: Class 4 contains 43180 members 
Mstep: Class 5 contains 46878 members 
Mstep: Class 6 contains 30989 members 
Mstep: Class 7 contains 42927 members 
Mstep: Class 8 contains 46159 members 
Mstep: Class 9 contains 43886 members 
Mstep: Class 10 contains 45346 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 46428 members 
Mstep: Class 13 contains 48973 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25244 members 
Mstep: Class 16 contains 40909 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47543 members 
Mstep: Class 19 contains 24783 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 1844 members 
Entering Unmasked Estep 
Score: -106663040.000000 Penalty: 82330.929688
Splitting cluster 1 changes total score from -106664624.000000 to -106663040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1024044.125000 Penalty: 2138.591553
	Iteration 0F: 2 clusters Score -1024044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1019127.000000 Penalty: 4277.183105
	Iteration 0F: 3 clusters Score -1019127 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1020391.875000 Penalty: 4277.183105
	Iteration 1F: 3 clusters Score -1020392 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1020614.750000 Penalty: 4277.183105
	Iteration 2F: 3 clusters Score -1020615 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1020728.437500 Penalty: 4277.183105
	Iteration 3Q: 3 clusters Score -1020728 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1020811.312500 Penalty: 4277.183105
	Iteration 4Q: 3 clusters Score -1020811 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1020873.062500 Penalty: 4277.183105
	Iteration 5Q: 3 clusters Score -1020873 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1020918.625000 Penalty: 4277.183105
	Iteration 6Q: 3 clusters Score -1020919 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1020957.250000 Penalty: 4277.183105
	Iteration 7Q: 3 clusters Score -1020957 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1020989.812500 Penalty: 4277.183105
	Iteration 8Q: 3 clusters Score -1020990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1021017.062500 Penalty: 4277.183105
	Iteration 9Q: 3 clusters Score -1021017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1021032.937500 Penalty: 4277.183105
	Iteration 10Q: 3 clusters Score -1021033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1021050.500000 Penalty: 4277.183105
	Iteration 11Q: 3 clusters Score -1021050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1021066.875000 Penalty: 4277.183105
	Iteration 12Q: 3 clusters Score -1021067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1021077.750000 Penalty: 4277.183105
	Iteration 13Q: 3 clusters Score -1021078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1021092.562500 Penalty: 4277.183105
	Iteration 14Q: 3 clusters Score -1021093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1021104.625000 Penalty: 4277.183105
	Iteration 15Q: 3 clusters Score -1021105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1021114.812500 Penalty: 4277.183105
	Iteration 16Q: 3 clusters Score -1021115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1021120.625000 Penalty: 4277.183105
	Iteration 17Q: 3 clusters Score -1021121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1021128.812500 Penalty: 4277.183105
	Iteration 18Q: 3 clusters Score -1021129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1021137.375000 Penalty: 4277.183105
	Iteration 19Q: 3 clusters Score -1021137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1021150.250000 Penalty: 4277.183105
	Iteration 20F: 3 clusters Score -1021150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1021161.875000 Penalty: 4277.183105
	Iteration 21Q: 3 clusters Score -1021162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1021172.500000 Penalty: 4277.183105
	Iteration 22Q: 3 clusters Score -1021172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1021181.625000 Penalty: 4277.183105
	Iteration 23Q: 3 clusters Score -1021182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1021192.875000 Penalty: 4277.183105
	Iteration 24Q: 3 clusters Score -1021193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1021202.312500 Penalty: 4277.183105
	Iteration 25Q: 3 clusters Score -1021202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1021209.750000 Penalty: 4277.183105
	Iteration 26Q: 3 clusters Score -1021210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1021215.750000 Penalty: 4277.183105
	Iteration 27Q: 3 clusters Score -1021216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1021221.125000 Penalty: 4277.183105
	Iteration 28Q: 3 clusters Score -1021221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1021225.375000 Penalty: 4277.183105
	Iteration 29Q: 3 clusters Score -1021225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1021230.187500 Penalty: 4277.183105
	Iteration 30Q: 3 clusters Score -1021230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1021238.000000 Penalty: 4277.183105
	Iteration 31Q: 3 clusters Score -1021238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1021246.562500 Penalty: 4277.183105
	Iteration 32Q: 3 clusters Score -1021247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1021250.125000 Penalty: 4277.183105
	Iteration 33Q: 3 clusters Score -1021250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1021256.562500 Penalty: 4277.183105
	Iteration 34Q: 3 clusters Score -1021257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1021263.187500 Penalty: 4277.183105
	Iteration 35Q: 3 clusters Score -1021263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1021267.937500 Penalty: 4277.183105
	Iteration 36Q: 3 clusters Score -1021268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1021278.062500 Penalty: 4277.183105
	Iteration 37Q: 3 clusters Score -1021278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1021289.687500 Penalty: 4277.183105
	Iteration 38Q: 3 clusters Score -1021290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1021300.562500 Penalty: 4277.183105
	Iteration 39Q: 3 clusters Score -1021301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1021309.062500 Penalty: 4277.183105
	Iteration 40F: 3 clusters Score -1021309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1021314.312500 Penalty: 4277.183105
	Iteration 41Q: 3 clusters Score -1021314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1021320.500000 Penalty: 4277.183105
	Iteration 42Q: 3 clusters Score -1021320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1021327.375000 Penalty: 4277.183105
	Iteration 43Q: 3 clusters Score -1021327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1021333.000000 Penalty: 4277.183105
	Iteration 44Q: 3 clusters Score -1021333 nChanged 18
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: -1021336.500000 Penalty: 4277.183105
	Iteration 45Q: 3 clusters Score -1021336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1021337.375000 Penalty: 4277.183105
	Iteration 46Q: 3 clusters Score -1021337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1021342.750000 Penalty: 4277.183105
	Iteration 47Q: 3 clusters Score -1021343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1021347.062500 Penalty: 4277.183105
	Iteration 48Q: 3 clusters Score -1021347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1021350.625000 Penalty: 4277.183105
	Iteration 49Q: 3 clusters Score -1021351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1021353.437500 Penalty: 4277.183105
	Iteration 50Q: 3 clusters Score -1021353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1021358.250000 Penalty: 4277.183105
	Iteration 51Q: 3 clusters Score -1021358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1021360.562500 Penalty: 4277.183105
	Iteration 52Q: 3 clusters Score -1021361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1021365.937500 Penalty: 4277.183105
	Iteration 53Q: 3 clusters Score -1021366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1021371.562500 Penalty: 4277.183105
	Iteration 54Q: 3 clusters Score -1021372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1021375.750000 Penalty: 4277.183105
	Iteration 55Q: 3 clusters Score -1021376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1021382.250000 Penalty: 4277.183105
	Iteration 56Q: 3 clusters Score -1021382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1021385.750000 Penalty: 4277.183105
	Iteration 57Q: 3 clusters Score -1021386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1021387.562500 Penalty: 4277.183105
	Iteration 58Q: 3 clusters Score -1021388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1021388.875000 Penalty: 4277.183105
	Iteration 59Q: 3 clusters Score -1021389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1021393.625000 Penalty: 4277.183105
	Iteration 60F: 3 clusters Score -1021394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1021395.687500 Penalty: 4277.183105
	Iteration 61Q: 3 clusters Score -1021396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1021402.437500 Penalty: 4277.183105
	Iteration 62Q: 3 clusters Score -1021402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1021407.937500 Penalty: 4277.183105
	Iteration 63Q: 3 clusters Score -1021408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1021413.750000 Penalty: 4277.183105
	Iteration 64Q: 3 clusters Score -1021414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1021418.312500 Penalty: 4277.183105
	Iteration 65Q: 3 clusters Score -1021418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1021424.625000 Penalty: 4277.183105
	Iteration 66Q: 3 clusters Score -1021425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1021425.375000 Penalty: 4277.183105
	Iteration 67Q: 3 clusters Score -1021425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1021431.375000 Penalty: 4277.183105
	Iteration 68Q: 3 clusters Score -1021431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1021433.187500 Penalty: 4277.183105
	Iteration 69Q: 3 clusters Score -1021433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1021434.625000 Penalty: 4277.183105
	Iteration 70Q: 3 clusters Score -1021435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1021437.062500 Penalty: 4277.183105
	Iteration 71Q: 3 clusters Score -1021437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1021441.750000 Penalty: 4277.183105
	Iteration 72Q: 3 clusters Score -1021442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1021446.125000 Penalty: 4277.183105
	Iteration 73Q: 3 clusters Score -1021446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1021452.375000 Penalty: 4277.183105
	Iteration 74Q: 3 clusters Score -1021452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1021457.875000 Penalty: 4277.183105
	Iteration 75Q: 3 clusters Score -1021458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1021462.562500 Penalty: 4277.183105
	Iteration 76Q: 3 clusters Score -1021463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1021468.062500 Penalty: 4277.183105
	Iteration 77Q: 3 clusters Score -1021468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1021473.625000 Penalty: 4277.183105
	Iteration 78Q: 3 clusters Score -1021474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1021478.437500 Penalty: 4277.183105
	Iteration 79Q: 3 clusters Score -1021478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1021483.937500 Penalty: 4277.183105
	Iteration 80F: 3 clusters Score -1021484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1021486.562500 Penalty: 4277.183105
	Iteration 81Q: 3 clusters Score -1021487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1021497.062500 Penalty: 4277.183105
	Iteration 82Q: 3 clusters Score -1021497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1021505.500000 Penalty: 4277.183105
	Iteration 83Q: 3 clusters Score -1021506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1021510.937500 Penalty: 4277.183105
	Iteration 84Q: 3 clusters Score -1021511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1021520.500000 Penalty: 4277.183105
	Iteration 85Q: 3 clusters Score -1021520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1021534.812500 Penalty: 4277.183105
	Iteration 86Q: 3 clusters Score -1021535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1021549.687500 Penalty: 4277.183105
	Iteration 87Q: 3 clusters Score -1021550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1021570.437500 Penalty: 4277.183105
	Iteration 88Q: 3 clusters Score -1021570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1021587.312500 Penalty: 4277.183105
	Iteration 89Q: 3 clusters Score -1021587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1021602.187500 Penalty: 4277.183105
	Iteration 90Q: 3 clusters Score -1021602 nChanged 43
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: -1021615.125000 Penalty: 4277.183105
	Iteration 91Q: 3 clusters Score -1021615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1021633.937500 Penalty: 4277.183105
	Iteration 92Q: 3 clusters Score -1021634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1021650.250000 Penalty: 4277.183105
	Iteration 93Q: 3 clusters Score -1021650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1021660.625000 Penalty: 4277.183105
	Iteration 94Q: 3 clusters Score -1021661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1021673.312500 Penalty: 4277.183105
	Iteration 95Q: 3 clusters Score -1021673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1021679.562500 Penalty: 4277.183105
	Iteration 96Q: 3 clusters Score -1021680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1021693.687500 Penalty: 4277.183105
	Iteration 97Q: 3 clusters Score -1021694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1021708.000000 Penalty: 4277.183105
	Iteration 98Q: 3 clusters Score -1021708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1021725.937500 Penalty: 4277.183105
	Iteration 99Q: 3 clusters Score -1021726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1021741.937500 Penalty: 4277.183105
	Iteration 100F: 3 clusters Score -1021742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1021751.562500 Penalty: 4277.183105
	Iteration 101Q: 3 clusters Score -1021752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1021758.375000 Penalty: 4277.183105
	Iteration 102Q: 3 clusters Score -1021758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1021772.437500 Penalty: 4277.183105
	Iteration 103Q: 3 clusters Score -1021772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1021781.562500 Penalty: 4277.183105
	Iteration 104Q: 3 clusters Score -1021782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1021792.375000 Penalty: 4277.183105
	Iteration 105Q: 3 clusters Score -1021792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1021807.375000 Penalty: 4277.183105
	Iteration 106Q: 3 clusters Score -1021807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1021816.750000 Penalty: 4277.183105
	Iteration 107Q: 3 clusters Score -1021817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1021823.687500 Penalty: 4277.183105
	Iteration 108Q: 3 clusters Score -1021824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1021831.125000 Penalty: 4277.183105
	Iteration 109Q: 3 clusters Score -1021831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1021836.375000 Penalty: 4277.183105
	Iteration 110Q: 3 clusters Score -1021836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1021840.562500 Penalty: 4277.183105
	Iteration 111Q: 3 clusters Score -1021841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1021843.500000 Penalty: 4277.183105
	Iteration 112Q: 3 clusters Score -1021844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1021844.812500 Penalty: 4277.183105
	Iteration 113Q: 3 clusters Score -1021845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1021846.562500 Penalty: 4277.183105
	Iteration 114Q: 3 clusters Score -1021847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1021848.937500 Penalty: 4277.183105
	Iteration 115Q: 3 clusters Score -1021849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1021849.625000 Penalty: 4277.183105
	Iteration 116Q: 3 clusters Score -1021850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1021850.000000 Penalty: 4277.183105
	Iteration 117Q: 3 clusters Score -1021850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1021850.875000 Penalty: 4277.183105
	Iteration 118Q: 3 clusters Score -1021851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1021852.000000 Penalty: 4277.183105
	Iteration 119Q: 3 clusters Score -1021852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1021850.062500 Penalty: 4277.183105
	Iteration 120F: 3 clusters Score -1021850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1021850.687500 Penalty: 4277.183105
	Iteration 121Q: 3 clusters Score -1021851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1021851.875000 Penalty: 4277.183105
	Iteration 122Q: 3 clusters Score -1021852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1021853.937500 Penalty: 4277.183105
	Iteration 123Q: 3 clusters Score -1021854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1021853.812500 Penalty: 4277.183105
	Iteration 124Q: 3 clusters Score -1021854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1021856.562500 Penalty: 4277.183105
	Iteration 125Q: 3 clusters Score -1021857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1021858.250000 Penalty: 4277.183105
	Iteration 126Q: 3 clusters Score -1021858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1021858.125000 Penalty: 4277.183105
	Iteration 127Q: 3 clusters Score -1021858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1021859.437500 Penalty: 4277.183105
	Iteration 128Q: 3 clusters Score -1021859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1021860.312500 Penalty: 4277.183105
	Iteration 129Q: 3 clusters Score -1021860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1021860.312500 Penalty: 4277.183105
	Iteration 130F: 3 clusters Score -1021860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Entering Unmasked Estep 
Score: -5778262.500000 Penalty: 2566.688477
	Iteration 0F: 2 clusters Score -5778262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -5756999.000000 Penalty: 5133.376953
	Iteration 0F: 3 clusters Score -5756999 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -5764533.500000 Penalty: 5133.376953
	Iteration 1F: 3 clusters Score -5764534 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -5764932.500000 Penalty: 5133.376953
	Iteration 2Q: 3 clusters Score -5764932 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -5765313.000000 Penalty: 5133.376953
	Iteration 3Q: 3 clusters Score -5765313 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -5765700.000000 Penalty: 5133.376953
	Iteration 4Q: 3 clusters Score -5765700 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -5766140.000000 Penalty: 5133.376953
	Iteration 5Q: 3 clusters Score -5766140 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -5766690.000000 Penalty: 5133.376953
	Iteration 6Q: 3 clusters Score -5766690 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5767467.000000 Penalty: 5133.376953
	Iteration 7Q: 3 clusters Score -5767467 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -5768544.500000 Penalty: 5133.376953
	Iteration 8F: 3 clusters Score -5768544 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5769842.000000 Penalty: 5133.376953
	Iteration 9F: 3 clusters Score -5769842 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5771427.000000 Penalty: 5133.376953
	Iteration 10F: 3 clusters Score -5771427 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -5772915.500000 Penalty: 5133.376953
	Iteration 11F: 3 clusters Score -5772916 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -5774017.000000 Penalty: 5133.376953
	Iteration 12Q: 3 clusters Score -5774017 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -5774781.000000 Penalty: 5133.376953
	Iteration 13Q: 3 clusters Score -5774781 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -5775174.500000 Penalty: 5133.376953
	Iteration 14Q: 3 clusters Score -5775174 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -5775426.000000 Penalty: 5133.376953
	Iteration 15Q: 3 clusters Score -5775426 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -5775625.000000 Penalty: 5133.376953
	Iteration 16Q: 3 clusters Score -5775625 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -5775784.500000 Penalty: 5133.376953
	Iteration 17Q: 3 clusters Score -5775784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -5775886.500000 Penalty: 5133.376953
	Iteration 18Q: 3 clusters Score -5775886 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -5775934.000000 Penalty: 5133.376953
	Iteration 19Q: 3 clusters Score -5775934 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -5775989.000000 Penalty: 5133.376953
	Iteration 20F: 3 clusters Score -5775989 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -5776035.000000 Penalty: 5133.376953
	Iteration 21Q: 3 clusters Score -5776035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -5776053.000000 Penalty: 5133.376953
	Iteration 22Q: 3 clusters Score -5776053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -5776068.500000 Penalty: 5133.376953
	Iteration 23Q: 3 clusters Score -5776068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -5776081.500000 Penalty: 5133.376953
	Iteration 24Q: 3 clusters Score -5776082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -5776087.500000 Penalty: 5133.376953
	Iteration 25Q: 3 clusters Score -5776088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -5776106.500000 Penalty: 5133.376953
	Iteration 26Q: 3 clusters Score -5776106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -5776128.000000 Penalty: 5133.376953
	Iteration 27Q: 3 clusters Score -5776128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -5776142.500000 Penalty: 5133.376953
	Iteration 28Q: 3 clusters Score -5776142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -5776140.500000 Penalty: 5133.376953
	Iteration 29Q: 3 clusters Score -5776140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -5776145.000000 Penalty: 5133.376953
	Iteration 30Q: 3 clusters Score -5776145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -5776145.500000 Penalty: 5133.376953
	Iteration 31Q: 3 clusters Score -5776146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -5776163.000000 Penalty: 5133.376953
	Iteration 32Q: 3 clusters Score -5776163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -5776172.500000 Penalty: 5133.376953
	Iteration 33Q: 3 clusters Score -5776172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -5776171.500000 Penalty: 5133.376953
	Iteration 34Q: 3 clusters Score -5776172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -5776181.500000 Penalty: 5133.376953
	Iteration 35Q: 3 clusters Score -5776182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -5776180.500000 Penalty: 5133.376953
	Iteration 36Q: 3 clusters Score -5776180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -5776196.000000 Penalty: 5133.376953
	Iteration 37Q: 3 clusters Score -5776196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -5776196.500000 Penalty: 5133.376953
	Iteration 38Q: 3 clusters Score -5776196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -5776198.000000 Penalty: 5133.376953
	Iteration 39Q: 3 clusters Score -5776198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -5776199.500000 Penalty: 5133.376953
	Iteration 40F: 3 clusters Score -5776200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -5776201.500000 Penalty: 5133.376953
	Iteration 41Q: 3 clusters Score -5776202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -5776202.000000 Penalty: 5133.376953
	Iteration 42Q: 3 clusters Score -5776202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -5776198.500000 Penalty: 5133.376953
	Iteration 43Q: 3 clusters Score -5776198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -5776203.000000 Penalty: 5133.376953
	Iteration 44Q: 3 clusters Score -5776203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -5776201.500000 Penalty: 5133.376953
	Iteration 45Q: 3 clusters Score -5776202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -5776201.500000 Penalty: 5133.376953
	Iteration 46Q: 3 clusters Score -5776202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -5776201.000000 Penalty: 5133.376953
	Iteration 47Q: 3 clusters Score -5776201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5776203.500000 Penalty: 5133.376953
	Iteration 48Q: 3 clusters Score -5776204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -5776206.500000 Penalty: 5133.376953
	Iteration 49Q: 3 clusters Score -5776206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -5776208.500000 Penalty: 5133.376953
	Iteration 50Q: 3 clusters Score -5776208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -5776203.000000 Penalty: 5133.376953
	Iteration 51Q: 3 clusters Score -5776203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -5776203.000000 Penalty: 5133.376953
	Iteration 52F: 3 clusters Score -5776203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Entering Unmasked Estep 
Score: -7938727.500000 Penalty: 2646.937012
	Iteration 0F: 2 clusters Score -7938728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -7909818.500000 Penalty: 5293.874023
	Iteration 0F: 3 clusters Score -7909818 nChanged 19712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -7920689.500000 Penalty: 5293.874023
	Iteration 1F: 3 clusters Score -7920690 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -7921203.000000 Penalty: 5293.874023
	Iteration 2Q: 3 clusters Score -7921203 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -7921684.500000 Penalty: 5293.874023
	Iteration 3Q: 3 clusters Score -7921684 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -7922400.500000 Penalty: 5293.874023
	Iteration 4Q: 3 clusters Score -7922400 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -7923324.000000 Penalty: 5293.874023
	Iteration 5Q: 3 clusters Score -7923324 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -7924809.500000 Penalty: 5293.874023
	Iteration 6F: 3 clusters Score -7924810 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -7927093.500000 Penalty: 5293.874023
	Iteration 7F: 3 clusters Score -7927094 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -7929964.000000 Penalty: 5293.874023
	Iteration 8F: 3 clusters Score -7929964 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7932887.500000 Penalty: 5293.874023
	Iteration 9F: 3 clusters Score -7932888 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7934856.000000 Penalty: 5293.874023
	Iteration 10Q: 3 clusters Score -7934856 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7935732.500000 Penalty: 5293.874023
	Iteration 11Q: 3 clusters Score -7935732 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7936101.000000 Penalty: 5293.874023
	Iteration 12Q: 3 clusters Score -7936101 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7936274.000000 Penalty: 5293.874023
	Iteration 13Q: 3 clusters Score -7936274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7936326.000000 Penalty: 5293.874023
	Iteration 14Q: 3 clusters Score -7936326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7936368.500000 Penalty: 5293.874023
	Iteration 15Q: 3 clusters Score -7936368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7936387.500000 Penalty: 5293.874023
	Iteration 16Q: 3 clusters Score -7936388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7936392.500000 Penalty: 5293.874023
	Iteration 17Q: 3 clusters Score -7936392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7936402.000000 Penalty: 5293.874023
	Iteration 18Q: 3 clusters Score -7936402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7936418.500000 Penalty: 5293.874023
	Iteration 19Q: 3 clusters Score -7936418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7936425.000000 Penalty: 5293.874023
	Iteration 20F: 3 clusters Score -7936425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7936429.000000 Penalty: 5293.874023
	Iteration 21Q: 3 clusters Score -7936429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7936439.500000 Penalty: 5293.874023
	Iteration 22Q: 3 clusters Score -7936440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7936435.500000 Penalty: 5293.874023
	Iteration 23Q: 3 clusters Score -7936436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7936452.000000 Penalty: 5293.874023
	Iteration 24Q: 3 clusters Score -7936452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7936446.000000 Penalty: 5293.874023
	Iteration 25Q: 3 clusters Score -7936446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7936454.000000 Penalty: 5293.874023
	Iteration 26Q: 3 clusters Score -7936454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7936462.000000 Penalty: 5293.874023
	Iteration 27Q: 3 clusters Score -7936462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7936464.000000 Penalty: 5293.874023
	Iteration 28Q: 3 clusters Score -7936464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7936464.000000 Penalty: 5293.874023
	Iteration 29F: 3 clusters Score -7936464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Entering Unmasked Estep 
Score: -8736107.000000 Penalty: 2667.315186
	Iteration 0F: 2 clusters Score -8736107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -8707107.000000 Penalty: 5334.630371
	Iteration 0F: 3 clusters Score -8707107 nChanged 21408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -8718676.000000 Penalty: 5334.630371
	Iteration 1F: 3 clusters Score -8718676 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -8719233.000000 Penalty: 5334.630371
	Iteration 2Q: 3 clusters Score -8719233 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -8719838.000000 Penalty: 5334.630371
	Iteration 3Q: 3 clusters Score -8719838 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -8720559.000000 Penalty: 5334.630371
	Iteration 4Q: 3 clusters Score -8720559 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -8721432.000000 Penalty: 5334.630371
	Iteration 5Q: 3 clusters Score -8721432 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -8722722.000000 Penalty: 5334.630371
	Iteration 6Q: 3 clusters Score -8722722 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -8724470.000000 Penalty: 5334.630371
	Iteration 7F: 3 clusters Score -8724470 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -8726482.000000 Penalty: 5334.630371
	Iteration 8F: 3 clusters Score -8726482 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -8728456.000000 Penalty: 5334.630371
	Iteration 9F: 3 clusters Score -8728456 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -8730022.000000 Penalty: 5334.630371
	Iteration 10Q: 3 clusters Score -8730022 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -8731032.000000 Penalty: 5334.630371
	Iteration 11Q: 3 clusters Score -8731032 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -8731669.000000 Penalty: 5334.630371
	Iteration 12Q: 3 clusters Score -8731669 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -8732038.000000 Penalty: 5334.630371
	Iteration 13Q: 3 clusters Score -8732038 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -8732358.000000 Penalty: 5334.630371
	Iteration 14Q: 3 clusters Score -8732358 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -8732570.000000 Penalty: 5334.630371
	Iteration 15Q: 3 clusters Score -8732570 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -8732790.000000 Penalty: 5334.630371
	Iteration 16Q: 3 clusters Score -8732790 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -8732979.000000 Penalty: 5334.630371
	Iteration 17Q: 3 clusters Score -8732979 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -8733156.000000 Penalty: 5334.630371
	Iteration 18Q: 3 clusters Score -8733156 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -8733319.000000 Penalty: 5334.630371
	Iteration 19Q: 3 clusters Score -8733319 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -8733464.000000 Penalty: 5334.630371
	Iteration 20F: 3 clusters Score -8733464 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -8733658.000000 Penalty: 5334.630371
	Iteration 21Q: 3 clusters Score -8733658 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -8733865.000000 Penalty: 5334.630371
	Iteration 22Q: 3 clusters Score -8733865 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -8734016.000000 Penalty: 5334.630371
	Iteration 23Q: 3 clusters Score -8734016 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -8734134.000000 Penalty: 5334.630371
	Iteration 24Q: 3 clusters Score -8734134 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8734171.000000 Penalty: 5334.630371
	Iteration 25Q: 3 clusters Score -8734171 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -8734218.000000 Penalty: 5334.630371
	Iteration 26Q: 3 clusters Score -8734218 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -8734274.000000 Penalty: 5334.630371
	Iteration 27Q: 3 clusters Score -8734274 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -8734255.000000 Penalty: 5334.630371
	Iteration 28Q: 3 clusters Score -8734255 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -8734256.000000 Penalty: 5334.630371
	Iteration 29Q: 3 clusters Score -8734256 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -8734282.000000 Penalty: 5334.630371
	Iteration 30Q: 3 clusters Score -8734282 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -8734293.000000 Penalty: 5334.630371
	Iteration 31Q: 3 clusters Score -8734293 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -8734307.000000 Penalty: 5334.630371
	Iteration 32Q: 3 clusters Score -8734307 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -8734325.000000 Penalty: 5334.630371
	Iteration 33Q: 3 clusters Score -8734325 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -8734314.000000 Penalty: 5334.630371
	Iteration 34Q: 3 clusters Score -8734314 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8734349.000000 Penalty: 5334.630371
	Iteration 35Q: 3 clusters Score -8734349 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -8734357.000000 Penalty: 5334.630371
	Iteration 36Q: 3 clusters Score -8734357 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -8734339.000000 Penalty: 5334.630371
	Iteration 37Q: 3 clusters Score -8734339 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -8734322.000000 Penalty: 5334.630371
	Iteration 38Q: 3 clusters Score -8734322 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -8734309.000000 Penalty: 5334.630371
	Iteration 39Q: 3 clusters Score -8734309 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -8734321.000000 Penalty: 5334.630371
	Iteration 40F: 3 clusters Score -8734321 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -8734333.000000 Penalty: 5334.630371
	Iteration 41Q: 3 clusters Score -8734333 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -8734341.000000 Penalty: 5334.630371
	Iteration 42Q: 3 clusters Score -8734341 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -8734353.000000 Penalty: 5334.630371
	Iteration 43Q: 3 clusters Score -8734353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -8734348.000000 Penalty: 5334.630371
	Iteration 44Q: 3 clusters Score -8734348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -8734331.000000 Penalty: 5334.630371
	Iteration 45Q: 3 clusters Score -8734331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -8734343.000000 Penalty: 5334.630371
	Iteration 46Q: 3 clusters Score -8734343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8734346.000000 Penalty: 5334.630371
	Iteration 47Q: 3 clusters Score -8734346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -8734351.000000 Penalty: 5334.630371
	Iteration 48Q: 3 clusters Score -8734351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -8734345.000000 Penalty: 5334.630371
	Iteration 49Q: 3 clusters Score -8734345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8734346.000000 Penalty: 5334.630371
	Iteration 50Q: 3 clusters Score -8734346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -8734336.000000 Penalty: 5334.630371
	Iteration 51Q: 3 clusters Score -8734336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -8734332.000000 Penalty: 5334.630371
	Iteration 52Q: 3 clusters Score -8734332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8734336.000000 Penalty: 5334.630371
	Iteration 53Q: 3 clusters Score -8734336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -8734348.000000 Penalty: 5334.630371
	Iteration 54Q: 3 clusters Score -8734348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8734343.000000 Penalty: 5334.630371
	Iteration 55Q: 3 clusters Score -8734343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -8734356.000000 Penalty: 5334.630371
	Iteration 56Q: 3 clusters Score -8734356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -8734347.000000 Penalty: 5334.630371
	Iteration 57Q: 3 clusters Score -8734347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8734338.000000 Penalty: 5334.630371
	Iteration 58Q: 3 clusters Score -8734338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -8734339.000000 Penalty: 5334.630371
	Iteration 59Q: 3 clusters Score -8734339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8734352.000000 Penalty: 5334.630371
	Iteration 60F: 3 clusters Score -8734352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8734341.000000 Penalty: 5334.630371
	Iteration 61Q: 3 clusters Score -8734341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -8734354.000000 Penalty: 5334.630371
	Iteration 62Q: 3 clusters Score -8734354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8734352.000000 Penalty: 5334.630371
	Iteration 63Q: 3 clusters Score -8734352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -8734349.000000 Penalty: 5334.630371
	Iteration 64Q: 3 clusters Score -8734349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -8734354.000000 Penalty: 5334.630371
	Iteration 65Q: 3 clusters Score -8734354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8734359.000000 Penalty: 5334.630371
	Iteration 66Q: 3 clusters Score -8734359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8734357.000000 Penalty: 5334.630371
	Iteration 67Q: 3 clusters Score -8734357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8734371.000000 Penalty: 5334.630371
	Iteration 68Q: 3 clusters Score -8734371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -8734367.000000 Penalty: 5334.630371
	Iteration 69Q: 3 clusters Score -8734367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -8734368.000000 Penalty: 5334.630371
	Iteration 70Q: 3 clusters Score -8734368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -8734367.000000 Penalty: 5334.630371
	Iteration 71Q: 3 clusters Score -8734367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8734356.000000 Penalty: 5334.630371
	Iteration 72Q: 3 clusters Score -8734356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -8734361.000000 Penalty: 5334.630371
	Iteration 73Q: 3 clusters Score -8734361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -8734364.000000 Penalty: 5334.630371
	Iteration 74Q: 3 clusters Score -8734364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -8734371.000000 Penalty: 5334.630371
	Iteration 75Q: 3 clusters Score -8734371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -8734380.000000 Penalty: 5334.630371
	Iteration 76Q: 3 clusters Score -8734380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -8734373.000000 Penalty: 5334.630371
	Iteration 77Q: 3 clusters Score -8734373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -8734381.000000 Penalty: 5334.630371
	Iteration 78Q: 3 clusters Score -8734381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -8734386.000000 Penalty: 5334.630371
	Iteration 79Q: 3 clusters Score -8734386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -8734394.000000 Penalty: 5334.630371
	Iteration 80F: 3 clusters Score -8734394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -8734395.000000 Penalty: 5334.630371
	Iteration 81Q: 3 clusters Score -8734395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -8734390.000000 Penalty: 5334.630371
	Iteration 82Q: 3 clusters Score -8734390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -8734392.000000 Penalty: 5334.630371
	Iteration 83Q: 3 clusters Score -8734392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -8734395.000000 Penalty: 5334.630371
	Iteration 84Q: 3 clusters Score -8734395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -8734401.000000 Penalty: 5334.630371
	Iteration 85Q: 3 clusters Score -8734401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -8734401.000000 Penalty: 5334.630371
	Iteration 86Q: 3 clusters Score -8734401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -8734397.000000 Penalty: 5334.630371
	Iteration 87Q: 3 clusters Score -8734397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8734398.000000 Penalty: 5334.630371
	Iteration 88Q: 3 clusters Score -8734398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -8734396.000000 Penalty: 5334.630371
	Iteration 89Q: 3 clusters Score -8734396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -8734398.000000 Penalty: 5334.630371
	Iteration 90Q: 3 clusters Score -8734398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -8734399.000000 Penalty: 5334.630371
	Iteration 91Q: 3 clusters Score -8734399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8734403.000000 Penalty: 5334.630371
	Iteration 92Q: 3 clusters Score -8734403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8734405.000000 Penalty: 5334.630371
	Iteration 93Q: 3 clusters Score -8734405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -8734406.000000 Penalty: 5334.630371
	Iteration 94Q: 3 clusters Score -8734406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8734409.000000 Penalty: 5334.630371
	Iteration 95Q: 3 clusters Score -8734409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -8734407.000000 Penalty: 5334.630371
	Iteration 96Q: 3 clusters Score -8734407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8734399.000000 Penalty: 5334.630371
	Iteration 97Q: 3 clusters Score -8734399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -8734409.000000 Penalty: 5334.630371
	Iteration 98Q: 3 clusters Score -8734409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8734403.000000 Penalty: 5334.630371
	Iteration 99Q: 3 clusters Score -8734403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -8734401.000000 Penalty: 5334.630371
	Iteration 100F: 3 clusters Score -8734401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -8734404.000000 Penalty: 5334.630371
	Iteration 101Q: 3 clusters Score -8734404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -8734401.000000 Penalty: 5334.630371
	Iteration 102Q: 3 clusters Score -8734401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -8734399.000000 Penalty: 5334.630371
	Iteration 103Q: 3 clusters Score -8734399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -8734401.000000 Penalty: 5334.630371
	Iteration 104Q: 3 clusters Score -8734401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -8734399.000000 Penalty: 5334.630371
	Iteration 105Q: 3 clusters Score -8734399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8734401.000000 Penalty: 5334.630371
	Iteration 106Q: 3 clusters Score -8734401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -8734402.000000 Penalty: 5334.630371
	Iteration 107Q: 3 clusters Score -8734402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -8734402.000000 Penalty: 5334.630371
	Iteration 108Q: 3 clusters Score -8734402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -8734407.000000 Penalty: 5334.630371
	Iteration 109Q: 3 clusters Score -8734407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -8734414.000000 Penalty: 5334.630371
	Iteration 110Q: 3 clusters Score -8734414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -8734412.000000 Penalty: 5334.630371
	Iteration 111Q: 3 clusters Score -8734412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -8734409.000000 Penalty: 5334.630371
	Iteration 112Q: 3 clusters Score -8734409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -8734408.000000 Penalty: 5334.630371
	Iteration 113Q: 3 clusters Score -8734408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -8734409.000000 Penalty: 5334.630371
	Iteration 114Q: 3 clusters Score -8734409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -8734415.000000 Penalty: 5334.630371
	Iteration 115Q: 3 clusters Score -8734415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8734414.000000 Penalty: 5334.630371
	Iteration 116Q: 3 clusters Score -8734414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8734412.000000 Penalty: 5334.630371
	Iteration 117Q: 3 clusters Score -8734412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -8734415.000000 Penalty: 5334.630371
	Iteration 118Q: 3 clusters Score -8734415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -8734416.000000 Penalty: 5334.630371
	Iteration 119Q: 3 clusters Score -8734416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -8734415.000000 Penalty: 5334.630371
	Iteration 120F: 3 clusters Score -8734415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8734413.000000 Penalty: 5334.630371
	Iteration 121Q: 3 clusters Score -8734413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -8734410.000000 Penalty: 5334.630371
	Iteration 122Q: 3 clusters Score -8734410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -8734412.000000 Penalty: 5334.630371
	Iteration 123Q: 3 clusters Score -8734412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -8734409.000000 Penalty: 5334.630371
	Iteration 124Q: 3 clusters Score -8734409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -8734411.000000 Penalty: 5334.630371
	Iteration 125Q: 3 clusters Score -8734411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -8734410.000000 Penalty: 5334.630371
	Iteration 126Q: 3 clusters Score -8734410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -8734417.000000 Penalty: 5334.630371
	Iteration 127Q: 3 clusters Score -8734417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -8734415.000000 Penalty: 5334.630371
	Iteration 128Q: 3 clusters Score -8734415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8734410.000000 Penalty: 5334.630371
	Iteration 129Q: 3 clusters Score -8734410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8734414.000000 Penalty: 5334.630371
	Iteration 130Q: 3 clusters Score -8734414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8734414.000000 Penalty: 5334.630371
	Iteration 131F: 3 clusters Score -8734414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Entering Unmasked Estep 
Score: -5743174.500000 Penalty: 2564.664062
	Iteration 0F: 2 clusters Score -5743174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -5721986.500000 Penalty: 5129.328125
	Iteration 0F: 3 clusters Score -5721986 nChanged 13988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -5729633.500000 Penalty: 5129.328125
	Iteration 1F: 3 clusters Score -5729634 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -5730077.500000 Penalty: 5129.328125
	Iteration 2Q: 3 clusters Score -5730078 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -5730481.500000 Penalty: 5129.328125
	Iteration 3Q: 3 clusters Score -5730482 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -5730976.000000 Penalty: 5129.328125
	Iteration 4Q: 3 clusters Score -5730976 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -5731643.500000 Penalty: 5129.328125
	Iteration 5Q: 3 clusters Score -5731644 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -5732595.000000 Penalty: 5129.328125
	Iteration 6Q: 3 clusters Score -5732595 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -5733657.000000 Penalty: 5129.328125
	Iteration 7F: 3 clusters Score -5733657 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -5734721.000000 Penalty: 5129.328125
	Iteration 8F: 3 clusters Score -5734721 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -5735788.500000 Penalty: 5129.328125
	Iteration 9F: 3 clusters Score -5735788 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -5736775.000000 Penalty: 5129.328125
	Iteration 10F: 3 clusters Score -5736775 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -5737686.000000 Penalty: 5129.328125
	Iteration 11Q: 3 clusters Score -5737686 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5738384.500000 Penalty: 5129.328125
	Iteration 12Q: 3 clusters Score -5738384 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -5738819.500000 Penalty: 5129.328125
	Iteration 13Q: 3 clusters Score -5738820 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -5739126.000000 Penalty: 5129.328125
	Iteration 14Q: 3 clusters Score -5739126 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -5739399.000000 Penalty: 5129.328125
	Iteration 15Q: 3 clusters Score -5739399 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -5739586.000000 Penalty: 5129.328125
	Iteration 16Q: 3 clusters Score -5739586 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -5739746.500000 Penalty: 5129.328125
	Iteration 17Q: 3 clusters Score -5739746 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -5739925.000000 Penalty: 5129.328125
	Iteration 18Q: 3 clusters Score -5739925 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -5740134.000000 Penalty: 5129.328125
	Iteration 19Q: 3 clusters Score -5740134 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -5740278.500000 Penalty: 5129.328125
	Iteration 20F: 3 clusters Score -5740278 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -5740437.000000 Penalty: 5129.328125
	Iteration 21Q: 3 clusters Score -5740437 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -5740663.500000 Penalty: 5129.328125
	Iteration 22Q: 3 clusters Score -5740664 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -5740796.000000 Penalty: 5129.328125
	Iteration 23Q: 3 clusters Score -5740796 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -5740942.000000 Penalty: 5129.328125
	Iteration 24Q: 3 clusters Score -5740942 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -5741051.500000 Penalty: 5129.328125
	Iteration 25Q: 3 clusters Score -5741052 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -5741133.000000 Penalty: 5129.328125
	Iteration 26Q: 3 clusters Score -5741133 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -5741190.000000 Penalty: 5129.328125
	Iteration 27Q: 3 clusters Score -5741190 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -5741258.500000 Penalty: 5129.328125
	Iteration 28Q: 3 clusters Score -5741258 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -5741362.000000 Penalty: 5129.328125
	Iteration 29Q: 3 clusters Score -5741362 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -5741385.500000 Penalty: 5129.328125
	Iteration 30Q: 3 clusters Score -5741386 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -5741452.500000 Penalty: 5129.328125
	Iteration 31Q: 3 clusters Score -5741452 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -5741498.000000 Penalty: 5129.328125
	Iteration 32Q: 3 clusters Score -5741498 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -5741543.500000 Penalty: 5129.328125
	Iteration 33Q: 3 clusters Score -5741544 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -5741560.000000 Penalty: 5129.328125
	Iteration 34Q: 3 clusters Score -5741560 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5741613.000000 Penalty: 5129.328125
	Iteration 35Q: 3 clusters Score -5741613 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -5741655.000000 Penalty: 5129.328125
	Iteration 36Q: 3 clusters Score -5741655 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -5741690.000000 Penalty: 5129.328125
	Iteration 37Q: 3 clusters Score -5741690 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -5741722.000000 Penalty: 5129.328125
	Iteration 38Q: 3 clusters Score -5741722 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -5741753.500000 Penalty: 5129.328125
	Iteration 39Q: 3 clusters Score -5741754 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -5741769.000000 Penalty: 5129.328125
	Iteration 40F: 3 clusters Score -5741769 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -5741800.500000 Penalty: 5129.328125
	Iteration 41Q: 3 clusters Score -5741800 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -5741818.000000 Penalty: 5129.328125
	Iteration 42Q: 3 clusters Score -5741818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -5741829.000000 Penalty: 5129.328125
	Iteration 43Q: 3 clusters Score -5741829 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -5741816.500000 Penalty: 5129.328125
	Iteration 44Q: 3 clusters Score -5741816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -5741836.000000 Penalty: 5129.328125
	Iteration 45Q: 3 clusters Score -5741836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -5741861.000000 Penalty: 5129.328125
	Iteration 46Q: 3 clusters Score -5741861 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -5741885.000000 Penalty: 5129.328125
	Iteration 47Q: 3 clusters Score -5741885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -5741875.000000 Penalty: 5129.328125
	Iteration 48Q: 3 clusters Score -5741875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -5741888.000000 Penalty: 5129.328125
	Iteration 49Q: 3 clusters Score -5741888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -5741900.000000 Penalty: 5129.328125
	Iteration 50Q: 3 clusters Score -5741900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -5741915.500000 Penalty: 5129.328125
	Iteration 51Q: 3 clusters Score -5741916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -5741916.500000 Penalty: 5129.328125
	Iteration 52Q: 3 clusters Score -5741916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -5741918.500000 Penalty: 5129.328125
	Iteration 53Q: 3 clusters Score -5741918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -5741933.500000 Penalty: 5129.328125
	Iteration 54Q: 3 clusters Score -5741934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5741926.500000 Penalty: 5129.328125
	Iteration 55Q: 3 clusters Score -5741926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -5741937.000000 Penalty: 5129.328125
	Iteration 56Q: 3 clusters Score -5741937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -5741936.500000 Penalty: 5129.328125
	Iteration 57Q: 3 clusters Score -5741936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -5741939.000000 Penalty: 5129.328125
	Iteration 58Q: 3 clusters Score -5741939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -5741941.000000 Penalty: 5129.328125
	Iteration 59Q: 3 clusters Score -5741941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -5741946.500000 Penalty: 5129.328125
	Iteration 60F: 3 clusters Score -5741946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5741948.500000 Penalty: 5129.328125
	Iteration 61Q: 3 clusters Score -5741948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5741951.500000 Penalty: 5129.328125
	Iteration 62Q: 3 clusters Score -5741952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5741942.000000 Penalty: 5129.328125
	Iteration 63Q: 3 clusters Score -5741942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -5741944.500000 Penalty: 5129.328125
	Iteration 64Q: 3 clusters Score -5741944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -5741939.000000 Penalty: 5129.328125
	Iteration 65Q: 3 clusters Score -5741939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -5741935.000000 Penalty: 5129.328125
	Iteration 66Q: 3 clusters Score -5741935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5741952.000000 Penalty: 5129.328125
	Iteration 67Q: 3 clusters Score -5741952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5741947.500000 Penalty: 5129.328125
	Iteration 68Q: 3 clusters Score -5741948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5741955.000000 Penalty: 5129.328125
	Iteration 69Q: 3 clusters Score -5741955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -5741964.500000 Penalty: 5129.328125
	Iteration 70Q: 3 clusters Score -5741964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -5741975.500000 Penalty: 5129.328125
	Iteration 71Q: 3 clusters Score -5741976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5741973.500000 Penalty: 5129.328125
	Iteration 72Q: 3 clusters Score -5741974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5741971.500000 Penalty: 5129.328125
	Iteration 73Q: 3 clusters Score -5741972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -5741970.000000 Penalty: 5129.328125
	Iteration 74Q: 3 clusters Score -5741970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5741965.000000 Penalty: 5129.328125
	Iteration 75Q: 3 clusters Score -5741965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5741964.500000 Penalty: 5129.328125
	Iteration 76Q: 3 clusters Score -5741964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5741976.000000 Penalty: 5129.328125
	Iteration 77Q: 3 clusters Score -5741976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -5741980.000000 Penalty: 5129.328125
	Iteration 78Q: 3 clusters Score -5741980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -5741986.000000 Penalty: 5129.328125
	Iteration 79Q: 3 clusters Score -5741986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -5741991.500000 Penalty: 5129.328125
	Iteration 80F: 3 clusters Score -5741992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5741990.000000 Penalty: 5129.328125
	Iteration 81Q: 3 clusters Score -5741990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -5741989.000000 Penalty: 5129.328125
	Iteration 82Q: 3 clusters Score -5741989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5741996.000000 Penalty: 5129.328125
	Iteration 83Q: 3 clusters Score -5741996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5741996.000000 Penalty: 5129.328125
	Iteration 84F: 3 clusters Score -5741996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Entering Unmasked Estep 
Score: -7957463.500000 Penalty: 2645.479492
	Iteration 0F: 2 clusters Score -7957464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -7929110.000000 Penalty: 5290.958984
	Iteration 0F: 3 clusters Score -7929110 nChanged 19744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -7940053.000000 Penalty: 5290.958984
	Iteration 1F: 3 clusters Score -7940053 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -7940533.500000 Penalty: 5290.958984
	Iteration 2Q: 3 clusters Score -7940534 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -7941038.000000 Penalty: 5290.958984
	Iteration 3Q: 3 clusters Score -7941038 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -7941430.500000 Penalty: 5290.958984
	Iteration 4Q: 3 clusters Score -7941430 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -7941821.500000 Penalty: 5290.958984
	Iteration 5Q: 3 clusters Score -7941822 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -7942163.500000 Penalty: 5290.958984
	Iteration 6Q: 3 clusters Score -7942164 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -7942654.000000 Penalty: 5290.958984
	Iteration 7Q: 3 clusters Score -7942654 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -7943316.500000 Penalty: 5290.958984
	Iteration 8Q: 3 clusters Score -7943316 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -7944143.000000 Penalty: 5290.958984
	Iteration 9Q: 3 clusters Score -7944143 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -7945293.000000 Penalty: 5290.958984
	Iteration 10Q: 3 clusters Score -7945293 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -7946674.000000 Penalty: 5290.958984
	Iteration 11Q: 3 clusters Score -7946674 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -7947902.000000 Penalty: 5290.958984
	Iteration 12Q: 3 clusters Score -7947902 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -7948780.500000 Penalty: 5290.958984
	Iteration 13Q: 3 clusters Score -7948780 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -7949276.500000 Penalty: 5290.958984
	Iteration 14Q: 3 clusters Score -7949276 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -7949466.500000 Penalty: 5290.958984
	Iteration 15Q: 3 clusters Score -7949466 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -7949701.000000 Penalty: 5290.958984
	Iteration 16Q: 3 clusters Score -7949701 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -7949935.500000 Penalty: 5290.958984
	Iteration 17Q: 3 clusters Score -7949936 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -7950185.500000 Penalty: 5290.958984
	Iteration 18Q: 3 clusters Score -7950186 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -7950468.500000 Penalty: 5290.958984
	Iteration 19Q: 3 clusters Score -7950468 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -7950768.500000 Penalty: 5290.958984
	Iteration 20F: 3 clusters Score -7950768 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -7951048.500000 Penalty: 5290.958984
	Iteration 21Q: 3 clusters Score -7951048 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -7951399.500000 Penalty: 5290.958984
	Iteration 22Q: 3 clusters Score -7951400 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -7951691.500000 Penalty: 5290.958984
	Iteration 23Q: 3 clusters Score -7951692 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -7952078.000000 Penalty: 5290.958984
	Iteration 24Q: 3 clusters Score -7952078 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -7952403.000000 Penalty: 5290.958984
	Iteration 25Q: 3 clusters Score -7952403 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -7952786.500000 Penalty: 5290.958984
	Iteration 26Q: 3 clusters Score -7952786 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -7953090.500000 Penalty: 5290.958984
	Iteration 27Q: 3 clusters Score -7953090 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -7953389.500000 Penalty: 5290.958984
	Iteration 28Q: 3 clusters Score -7953390 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -7953630.000000 Penalty: 5290.958984
	Iteration 29Q: 3 clusters Score -7953630 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -7953843.000000 Penalty: 5290.958984
	Iteration 30Q: 3 clusters Score -7953843 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -7954049.500000 Penalty: 5290.958984
	Iteration 31Q: 3 clusters Score -7954050 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7954217.500000 Penalty: 5290.958984
	Iteration 32Q: 3 clusters Score -7954218 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -7954386.000000 Penalty: 5290.958984
	Iteration 33Q: 3 clusters Score -7954386 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7954515.000000 Penalty: 5290.958984
	Iteration 34Q: 3 clusters Score -7954515 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7954646.000000 Penalty: 5290.958984
	Iteration 35Q: 3 clusters Score -7954646 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -7954772.000000 Penalty: 5290.958984
	Iteration 36Q: 3 clusters Score -7954772 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7954865.500000 Penalty: 5290.958984
	Iteration 37Q: 3 clusters Score -7954866 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7954925.500000 Penalty: 5290.958984
	Iteration 38Q: 3 clusters Score -7954926 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7954986.500000 Penalty: 5290.958984
	Iteration 39Q: 3 clusters Score -7954986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7955070.000000 Penalty: 5290.958984
	Iteration 40F: 3 clusters Score -7955070 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7955088.500000 Penalty: 5290.958984
	Iteration 41Q: 3 clusters Score -7955088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7955100.500000 Penalty: 5290.958984
	Iteration 42Q: 3 clusters Score -7955100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7955124.000000 Penalty: 5290.958984
	Iteration 43Q: 3 clusters Score -7955124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -7955147.500000 Penalty: 5290.958984
	Iteration 44Q: 3 clusters Score -7955148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7955182.500000 Penalty: 5290.958984
	Iteration 45Q: 3 clusters Score -7955182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7955222.500000 Penalty: 5290.958984
	Iteration 46Q: 3 clusters Score -7955222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7955244.500000 Penalty: 5290.958984
	Iteration 47Q: 3 clusters Score -7955244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7955250.000000 Penalty: 5290.958984
	Iteration 48Q: 3 clusters Score -7955250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7955278.500000 Penalty: 5290.958984
	Iteration 49Q: 3 clusters Score -7955278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7955291.500000 Penalty: 5290.958984
	Iteration 50Q: 3 clusters Score -7955292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7955304.500000 Penalty: 5290.958984
	Iteration 51Q: 3 clusters Score -7955304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7955302.000000 Penalty: 5290.958984
	Iteration 52Q: 3 clusters Score -7955302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7955293.500000 Penalty: 5290.958984
	Iteration 53Q: 3 clusters Score -7955294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7955314.000000 Penalty: 5290.958984
	Iteration 54Q: 3 clusters Score -7955314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7955327.000000 Penalty: 5290.958984
	Iteration 55Q: 3 clusters Score -7955327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7955338.000000 Penalty: 5290.958984
	Iteration 56Q: 3 clusters Score -7955338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7955344.500000 Penalty: 5290.958984
	Iteration 57Q: 3 clusters Score -7955344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7955345.500000 Penalty: 5290.958984
	Iteration 58Q: 3 clusters Score -7955346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7955339.500000 Penalty: 5290.958984
	Iteration 59Q: 3 clusters Score -7955340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7955352.000000 Penalty: 5290.958984
	Iteration 60F: 3 clusters Score -7955352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7955361.500000 Penalty: 5290.958984
	Iteration 61Q: 3 clusters Score -7955362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7955368.000000 Penalty: 5290.958984
	Iteration 62Q: 3 clusters Score -7955368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7955371.500000 Penalty: 5290.958984
	Iteration 63Q: 3 clusters Score -7955372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7955373.000000 Penalty: 5290.958984
	Iteration 64Q: 3 clusters Score -7955373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7955372.500000 Penalty: 5290.958984
	Iteration 65Q: 3 clusters Score -7955372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7955370.000000 Penalty: 5290.958984
	Iteration 66Q: 3 clusters Score -7955370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7955371.500000 Penalty: 5290.958984
	Iteration 67Q: 3 clusters Score -7955372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7955372.500000 Penalty: 5290.958984
	Iteration 68Q: 3 clusters Score -7955372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7955385.000000 Penalty: 5290.958984
	Iteration 69Q: 3 clusters Score -7955385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7955387.000000 Penalty: 5290.958984
	Iteration 70Q: 3 clusters Score -7955387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7955385.500000 Penalty: 5290.958984
	Iteration 71Q: 3 clusters Score -7955386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7955383.500000 Penalty: 5290.958984
	Iteration 72Q: 3 clusters Score -7955384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7955390.000000 Penalty: 5290.958984
	Iteration 73Q: 3 clusters Score -7955390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7955388.000000 Penalty: 5290.958984
	Iteration 74Q: 3 clusters Score -7955388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7955390.000000 Penalty: 5290.958984
	Iteration 75Q: 3 clusters Score -7955390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7955395.500000 Penalty: 5290.958984
	Iteration 76Q: 3 clusters Score -7955396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7955387.500000 Penalty: 5290.958984
	Iteration 77Q: 3 clusters Score -7955388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7955390.500000 Penalty: 5290.958984
	Iteration 78Q: 3 clusters Score -7955390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7955390.500000 Penalty: 5290.958984
	Iteration 79F: 3 clusters Score -7955390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Entering Unmasked Estep 
Score: -8643685.000000 Penalty: 2663.482178
	Iteration 0F: 2 clusters Score -8643685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -8615053.000000 Penalty: 5326.964355
	Iteration 0F: 3 clusters Score -8615053 nChanged 21267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -8626952.000000 Penalty: 5326.964355
	Iteration 1F: 3 clusters Score -8626952 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -8627581.000000 Penalty: 5326.964355
	Iteration 2Q: 3 clusters Score -8627581 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -8628269.000000 Penalty: 5326.964355
	Iteration 3Q: 3 clusters Score -8628269 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -8629045.000000 Penalty: 5326.964355
	Iteration 4Q: 3 clusters Score -8629045 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -8629910.000000 Penalty: 5326.964355
	Iteration 5Q: 3 clusters Score -8629910 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -8630969.000000 Penalty: 5326.964355
	Iteration 6F: 3 clusters Score -8630969 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -8632132.000000 Penalty: 5326.964355
	Iteration 7F: 3 clusters Score -8632132 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -8633304.000000 Penalty: 5326.964355
	Iteration 8F: 3 clusters Score -8633304 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -8634535.000000 Penalty: 5326.964355
	Iteration 9F: 3 clusters Score -8634535 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -8635844.000000 Penalty: 5326.964355
	Iteration 10Q: 3 clusters Score -8635844 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -8637225.000000 Penalty: 5326.964355
	Iteration 11Q: 3 clusters Score -8637225 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -8638352.000000 Penalty: 5326.964355
	Iteration 12Q: 3 clusters Score -8638352 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -8639247.000000 Penalty: 5326.964355
	Iteration 13Q: 3 clusters Score -8639247 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -8640024.000000 Penalty: 5326.964355
	Iteration 14Q: 3 clusters Score -8640024 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -8640640.000000 Penalty: 5326.964355
	Iteration 15Q: 3 clusters Score -8640640 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -8641251.000000 Penalty: 5326.964355
	Iteration 16Q: 3 clusters Score -8641251 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -8641510.000000 Penalty: 5326.964355
	Iteration 17Q: 3 clusters Score -8641510 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -8641756.000000 Penalty: 5326.964355
	Iteration 18Q: 3 clusters Score -8641756 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8641885.000000 Penalty: 5326.964355
	Iteration 19Q: 3 clusters Score -8641885 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8642026.000000 Penalty: 5326.964355
	Iteration 20F: 3 clusters Score -8642026 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8642047.000000 Penalty: 5326.964355
	Iteration 21Q: 3 clusters Score -8642047 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8642074.000000 Penalty: 5326.964355
	Iteration 22Q: 3 clusters Score -8642074 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8642091.000000 Penalty: 5326.964355
	Iteration 23Q: 3 clusters Score -8642091 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8642063.000000 Penalty: 5326.964355
	Iteration 24Q: 3 clusters Score -8642063 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8642025.000000 Penalty: 5326.964355
	Iteration 25Q: 3 clusters Score -8642025 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8642001.000000 Penalty: 5326.964355
	Iteration 26Q: 3 clusters Score -8642001 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8641941.000000 Penalty: 5326.964355
	Iteration 27Q: 3 clusters Score -8641941 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8641905.000000 Penalty: 5326.964355
	Iteration 28Q: 3 clusters Score -8641905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8641904.000000 Penalty: 5326.964355
	Iteration 29Q: 3 clusters Score -8641904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8641874.000000 Penalty: 5326.964355
	Iteration 30Q: 3 clusters Score -8641874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8641870.000000 Penalty: 5326.964355
	Iteration 31Q: 3 clusters Score -8641870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8641860.000000 Penalty: 5326.964355
	Iteration 32Q: 3 clusters Score -8641860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8641863.000000 Penalty: 5326.964355
	Iteration 33Q: 3 clusters Score -8641863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8641858.000000 Penalty: 5326.964355
	Iteration 34Q: 3 clusters Score -8641858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8641850.000000 Penalty: 5326.964355
	Iteration 35Q: 3 clusters Score -8641850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8641857.000000 Penalty: 5326.964355
	Iteration 36Q: 3 clusters Score -8641857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8641842.000000 Penalty: 5326.964355
	Iteration 37Q: 3 clusters Score -8641842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8641842.000000 Penalty: 5326.964355
	Iteration 38Q: 3 clusters Score -8641842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8641852.000000 Penalty: 5326.964355
	Iteration 39Q: 3 clusters Score -8641852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8641845.000000 Penalty: 5326.964355
	Iteration 40F: 3 clusters Score -8641845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8641856.000000 Penalty: 5326.964355
	Iteration 41Q: 3 clusters Score -8641856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8641846.000000 Penalty: 5326.964355
	Iteration 42Q: 3 clusters Score -8641846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8641834.000000 Penalty: 5326.964355
	Iteration 43Q: 3 clusters Score -8641834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8641846.000000 Penalty: 5326.964355
	Iteration 44Q: 3 clusters Score -8641846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8641849.000000 Penalty: 5326.964355
	Iteration 45Q: 3 clusters Score -8641849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8641856.000000 Penalty: 5326.964355
	Iteration 46Q: 3 clusters Score -8641856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8641852.000000 Penalty: 5326.964355
	Iteration 47Q: 3 clusters Score -8641852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8641856.000000 Penalty: 5326.964355
	Iteration 48Q: 3 clusters Score -8641856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8641853.000000 Penalty: 5326.964355
	Iteration 49Q: 3 clusters Score -8641853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8641844.000000 Penalty: 5326.964355
	Iteration 50Q: 3 clusters Score -8641844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8641845.000000 Penalty: 5326.964355
	Iteration 51Q: 3 clusters Score -8641845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8641848.000000 Penalty: 5326.964355
	Iteration 52Q: 3 clusters Score -8641848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8641839.000000 Penalty: 5326.964355
	Iteration 53Q: 3 clusters Score -8641839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8641840.000000 Penalty: 5326.964355
	Iteration 54Q: 3 clusters Score -8641840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8641842.000000 Penalty: 5326.964355
	Iteration 55Q: 3 clusters Score -8641842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8641838.000000 Penalty: 5326.964355
	Iteration 56Q: 3 clusters Score -8641838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8641843.000000 Penalty: 5326.964355
	Iteration 57Q: 3 clusters Score -8641843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8641845.000000 Penalty: 5326.964355
	Iteration 58Q: 3 clusters Score -8641845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8641839.000000 Penalty: 5326.964355
	Iteration 59Q: 3 clusters Score -8641839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8641850.000000 Penalty: 5326.964355
	Iteration 60F: 3 clusters Score -8641850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8641841.000000 Penalty: 5326.964355
	Iteration 61Q: 3 clusters Score -8641841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8641847.000000 Penalty: 5326.964355
	Iteration 62Q: 3 clusters Score -8641847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8641847.000000 Penalty: 5326.964355
	Iteration 63Q: 3 clusters Score -8641847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8641850.000000 Penalty: 5326.964355
	Iteration 64Q: 3 clusters Score -8641850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8641847.000000 Penalty: 5326.964355
	Iteration 65Q: 3 clusters Score -8641847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8641851.000000 Penalty: 5326.964355
	Iteration 66Q: 3 clusters Score -8641851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8641859.000000 Penalty: 5326.964355
	Iteration 67Q: 3 clusters Score -8641859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8641854.000000 Penalty: 5326.964355
	Iteration 68Q: 3 clusters Score -8641854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8641861.000000 Penalty: 5326.964355
	Iteration 69Q: 3 clusters Score -8641861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8641863.000000 Penalty: 5326.964355
	Iteration 70Q: 3 clusters Score -8641863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8641863.000000 Penalty: 5326.964355
	Iteration 71Q: 3 clusters Score -8641863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8641863.000000 Penalty: 5326.964355
	Iteration 72Q: 3 clusters Score -8641863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8641856.000000 Penalty: 5326.964355
	Iteration 73Q: 3 clusters Score -8641856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8641857.000000 Penalty: 5326.964355
	Iteration 74Q: 3 clusters Score -8641857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8641863.000000 Penalty: 5326.964355
	Iteration 75Q: 3 clusters Score -8641863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8641863.000000 Penalty: 5326.964355
	Iteration 76F: 3 clusters Score -8641863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Entering Unmasked Estep 
Score: -8072480.000000 Penalty: 2650.958984
	Iteration 0F: 2 clusters Score -8072480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -8043264.500000 Penalty: 5301.917969
	Iteration 0F: 3 clusters Score -8043264 nChanged 20173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -8054381.500000 Penalty: 5301.917969
	Iteration 1F: 3 clusters Score -8054382 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -8055098.000000 Penalty: 5301.917969
	Iteration 2Q: 3 clusters Score -8055098 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -8055971.500000 Penalty: 5301.917969
	Iteration 3Q: 3 clusters Score -8055972 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -8057188.500000 Penalty: 5301.917969
	Iteration 4F: 3 clusters Score -8057188 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -8058858.000000 Penalty: 5301.917969
	Iteration 5F: 3 clusters Score -8058858 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -8060977.000000 Penalty: 5301.917969
	Iteration 6F: 3 clusters Score -8060977 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -8063507.500000 Penalty: 5301.917969
	Iteration 7F: 3 clusters Score -8063508 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -8065810.000000 Penalty: 5301.917969
	Iteration 8F: 3 clusters Score -8065810 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -8067423.000000 Penalty: 5301.917969
	Iteration 9Q: 3 clusters Score -8067423 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -8068487.000000 Penalty: 5301.917969
	Iteration 10Q: 3 clusters Score -8068487 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -8069211.500000 Penalty: 5301.917969
	Iteration 11Q: 3 clusters Score -8069212 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -8069657.500000 Penalty: 5301.917969
	Iteration 12Q: 3 clusters Score -8069658 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -8069965.000000 Penalty: 5301.917969
	Iteration 13Q: 3 clusters Score -8069965 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -8070218.000000 Penalty: 5301.917969
	Iteration 14Q: 3 clusters Score -8070218 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -8070362.000000 Penalty: 5301.917969
	Iteration 15Q: 3 clusters Score -8070362 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -8070438.000000 Penalty: 5301.917969
	Iteration 16Q: 3 clusters Score -8070438 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -8070500.000000 Penalty: 5301.917969
	Iteration 17Q: 3 clusters Score -8070500 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -8070598.000000 Penalty: 5301.917969
	Iteration 18Q: 3 clusters Score -8070598 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8070653.500000 Penalty: 5301.917969
	Iteration 19Q: 3 clusters Score -8070654 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -8070709.500000 Penalty: 5301.917969
	Iteration 20F: 3 clusters Score -8070710 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -8070733.000000 Penalty: 5301.917969
	Iteration 21Q: 3 clusters Score -8070733 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -8070794.500000 Penalty: 5301.917969
	Iteration 22Q: 3 clusters Score -8070794 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -8070831.500000 Penalty: 5301.917969
	Iteration 23Q: 3 clusters Score -8070832 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8070881.500000 Penalty: 5301.917969
	Iteration 24Q: 3 clusters Score -8070882 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -8070895.500000 Penalty: 5301.917969
	Iteration 25Q: 3 clusters Score -8070896 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -8070913.500000 Penalty: 5301.917969
	Iteration 26Q: 3 clusters Score -8070914 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -8070939.500000 Penalty: 5301.917969
	Iteration 27Q: 3 clusters Score -8070940 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8070971.500000 Penalty: 5301.917969
	Iteration 28Q: 3 clusters Score -8070972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8070984.000000 Penalty: 5301.917969
	Iteration 29Q: 3 clusters Score -8070984 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -8071008.500000 Penalty: 5301.917969
	Iteration 30Q: 3 clusters Score -8071008 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8071008.000000 Penalty: 5301.917969
	Iteration 31Q: 3 clusters Score -8071008 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8071021.000000 Penalty: 5301.917969
	Iteration 32Q: 3 clusters Score -8071021 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -8071007.500000 Penalty: 5301.917969
	Iteration 33Q: 3 clusters Score -8071008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8071009.000000 Penalty: 5301.917969
	Iteration 34Q: 3 clusters Score -8071009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -8071010.000000 Penalty: 5301.917969
	Iteration 35Q: 3 clusters Score -8071010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8071017.000000 Penalty: 5301.917969
	Iteration 36Q: 3 clusters Score -8071017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8071014.500000 Penalty: 5301.917969
	Iteration 37Q: 3 clusters Score -8071014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8071026.000000 Penalty: 5301.917969
	Iteration 38Q: 3 clusters Score -8071026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8071029.000000 Penalty: 5301.917969
	Iteration 39Q: 3 clusters Score -8071029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8071032.500000 Penalty: 5301.917969
	Iteration 40F: 3 clusters Score -8071032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8071029.000000 Penalty: 5301.917969
	Iteration 41Q: 3 clusters Score -8071029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8071032.500000 Penalty: 5301.917969
	Iteration 42Q: 3 clusters Score -8071032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8071033.000000 Penalty: 5301.917969
	Iteration 43Q: 3 clusters Score -8071033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8071028.500000 Penalty: 5301.917969
	Iteration 44Q: 3 clusters Score -8071028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8071038.500000 Penalty: 5301.917969
	Iteration 45Q: 3 clusters Score -8071038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8071046.500000 Penalty: 5301.917969
	Iteration 46Q: 3 clusters Score -8071046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8071045.000000 Penalty: 5301.917969
	Iteration 47Q: 3 clusters Score -8071045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -8071052.500000 Penalty: 5301.917969
	Iteration 48Q: 3 clusters Score -8071052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8071061.000000 Penalty: 5301.917969
	Iteration 49Q: 3 clusters Score -8071061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8071064.000000 Penalty: 5301.917969
	Iteration 50Q: 3 clusters Score -8071064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8071051.500000 Penalty: 5301.917969
	Iteration 51Q: 3 clusters Score -8071052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -8071054.500000 Penalty: 5301.917969
	Iteration 52Q: 3 clusters Score -8071054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8071060.500000 Penalty: 5301.917969
	Iteration 53Q: 3 clusters Score -8071060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8071060.500000 Penalty: 5301.917969
	Iteration 54Q: 3 clusters Score -8071060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8071056.000000 Penalty: 5301.917969
	Iteration 55Q: 3 clusters Score -8071056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8071070.500000 Penalty: 5301.917969
	Iteration 56Q: 3 clusters Score -8071070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8071066.000000 Penalty: 5301.917969
	Iteration 57Q: 3 clusters Score -8071066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -8071068.500000 Penalty: 5301.917969
	Iteration 58Q: 3 clusters Score -8071068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8071071.000000 Penalty: 5301.917969
	Iteration 59Q: 3 clusters Score -8071071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8071073.500000 Penalty: 5301.917969
	Iteration 60F: 3 clusters Score -8071074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8071072.500000 Penalty: 5301.917969
	Iteration 61Q: 3 clusters Score -8071072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8071070.500000 Penalty: 5301.917969
	Iteration 62Q: 3 clusters Score -8071070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8071080.000000 Penalty: 5301.917969
	Iteration 63Q: 3 clusters Score -8071080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8071078.500000 Penalty: 5301.917969
	Iteration 64Q: 3 clusters Score -8071078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8071084.000000 Penalty: 5301.917969
	Iteration 65Q: 3 clusters Score -8071084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8071068.000000 Penalty: 5301.917969
	Iteration 66Q: 3 clusters Score -8071068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8071076.500000 Penalty: 5301.917969
	Iteration 67Q: 3 clusters Score -8071076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8071072.000000 Penalty: 5301.917969
	Iteration 68Q: 3 clusters Score -8071072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -8071074.000000 Penalty: 5301.917969
	Iteration 69Q: 3 clusters Score -8071074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8071081.000000 Penalty: 5301.917969
	Iteration 70Q: 3 clusters Score -8071081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8071072.500000 Penalty: 5301.917969
	Iteration 71Q: 3 clusters Score -8071072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8071071.500000 Penalty: 5301.917969
	Iteration 72Q: 3 clusters Score -8071072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8071066.000000 Penalty: 5301.917969
	Iteration 73Q: 3 clusters Score -8071066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8071071.000000 Penalty: 5301.917969
	Iteration 74Q: 3 clusters Score -8071071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8071070.500000 Penalty: 5301.917969
	Iteration 75Q: 3 clusters Score -8071070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8071073.500000 Penalty: 5301.917969
	Iteration 76Q: 3 clusters Score -8071074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8071067.000000 Penalty: 5301.917969
	Iteration 77Q: 3 clusters Score -8071067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8071069.500000 Penalty: 5301.917969
	Iteration 78Q: 3 clusters Score -8071070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8071070.000000 Penalty: 5301.917969
	Iteration 79Q: 3 clusters Score -8071070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8071068.500000 Penalty: 5301.917969
	Iteration 80F: 3 clusters Score -8071068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8071065.500000 Penalty: 5301.917969
	Iteration 81Q: 3 clusters Score -8071066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8071070.500000 Penalty: 5301.917969
	Iteration 82Q: 3 clusters Score -8071070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8071075.000000 Penalty: 5301.917969
	Iteration 83Q: 3 clusters Score -8071075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8071069.000000 Penalty: 5301.917969
	Iteration 84Q: 3 clusters Score -8071069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8071068.000000 Penalty: 5301.917969
	Iteration 85Q: 3 clusters Score -8071068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8071073.000000 Penalty: 5301.917969
	Iteration 86Q: 3 clusters Score -8071073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8071073.000000 Penalty: 5301.917969
	Iteration 87F: 3 clusters Score -8071073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Entering Unmasked Estep 
Score: -8463165.000000 Penalty: 2659.075195
	Iteration 0F: 2 clusters Score -8463165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -8434545.000000 Penalty: 5318.150391
	Iteration 0F: 3 clusters Score -8434545 nChanged 20881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -8445920.000000 Penalty: 5318.150391
	Iteration 1F: 3 clusters Score -8445920 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -8446542.000000 Penalty: 5318.150391
	Iteration 2Q: 3 clusters Score -8446542 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -8447144.000000 Penalty: 5318.150391
	Iteration 3Q: 3 clusters Score -8447144 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -8447858.000000 Penalty: 5318.150391
	Iteration 4Q: 3 clusters Score -8447858 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -8448751.000000 Penalty: 5318.150391
	Iteration 5Q: 3 clusters Score -8448751 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -8449764.000000 Penalty: 5318.150391
	Iteration 6Q: 3 clusters Score -8449764 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -8450906.000000 Penalty: 5318.150391
	Iteration 7Q: 3 clusters Score -8450906 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -8452087.000000 Penalty: 5318.150391
	Iteration 8F: 3 clusters Score -8452087 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -8453352.000000 Penalty: 5318.150391
	Iteration 9Q: 3 clusters Score -8453352 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -8454672.000000 Penalty: 5318.150391
	Iteration 10Q: 3 clusters Score -8454672 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -8455953.000000 Penalty: 5318.150391
	Iteration 11Q: 3 clusters Score -8455953 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -8456921.000000 Penalty: 5318.150391
	Iteration 12Q: 3 clusters Score -8456921 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -8457688.000000 Penalty: 5318.150391
	Iteration 13Q: 3 clusters Score -8457688 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -8458189.000000 Penalty: 5318.150391
	Iteration 14Q: 3 clusters Score -8458189 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -8458617.000000 Penalty: 5318.150391
	Iteration 15Q: 3 clusters Score -8458617 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -8458895.000000 Penalty: 5318.150391
	Iteration 16Q: 3 clusters Score -8458895 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -8459103.000000 Penalty: 5318.150391
	Iteration 17Q: 3 clusters Score -8459103 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -8459226.000000 Penalty: 5318.150391
	Iteration 18Q: 3 clusters Score -8459226 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -8459341.000000 Penalty: 5318.150391
	Iteration 19Q: 3 clusters Score -8459341 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -8459435.000000 Penalty: 5318.150391
	Iteration 20F: 3 clusters Score -8459435 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -8459540.000000 Penalty: 5318.150391
	Iteration 21Q: 3 clusters Score -8459540 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -8459623.000000 Penalty: 5318.150391
	Iteration 22Q: 3 clusters Score -8459623 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -8459695.000000 Penalty: 5318.150391
	Iteration 23Q: 3 clusters Score -8459695 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -8459773.000000 Penalty: 5318.150391
	Iteration 24Q: 3 clusters Score -8459773 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -8459841.000000 Penalty: 5318.150391
	Iteration 25Q: 3 clusters Score -8459841 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -8459950.000000 Penalty: 5318.150391
	Iteration 26Q: 3 clusters Score -8459950 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -8460052.000000 Penalty: 5318.150391
	Iteration 27Q: 3 clusters Score -8460052 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -8460123.000000 Penalty: 5318.150391
	Iteration 28Q: 3 clusters Score -8460123 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -8460225.000000 Penalty: 5318.150391
	Iteration 29Q: 3 clusters Score -8460225 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -8460408.000000 Penalty: 5318.150391
	Iteration 30Q: 3 clusters Score -8460408 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -8460638.000000 Penalty: 5318.150391
	Iteration 31Q: 3 clusters Score -8460638 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8460805.000000 Penalty: 5318.150391
	Iteration 32Q: 3 clusters Score -8460805 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -8460960.000000 Penalty: 5318.150391
	Iteration 33Q: 3 clusters Score -8460960 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -8461078.000000 Penalty: 5318.150391
	Iteration 34Q: 3 clusters Score -8461078 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8461172.000000 Penalty: 5318.150391
	Iteration 35Q: 3 clusters Score -8461172 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8461238.000000 Penalty: 5318.150391
	Iteration 36Q: 3 clusters Score -8461238 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8461290.000000 Penalty: 5318.150391
	Iteration 37Q: 3 clusters Score -8461290 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8461319.000000 Penalty: 5318.150391
	Iteration 38Q: 3 clusters Score -8461319 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8461356.000000 Penalty: 5318.150391
	Iteration 39Q: 3 clusters Score -8461356 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8461376.000000 Penalty: 5318.150391
	Iteration 40F: 3 clusters Score -8461376 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8461417.000000 Penalty: 5318.150391
	Iteration 41Q: 3 clusters Score -8461417 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8461445.000000 Penalty: 5318.150391
	Iteration 42Q: 3 clusters Score -8461445 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8461442.000000 Penalty: 5318.150391
	Iteration 43Q: 3 clusters Score -8461442 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8461455.000000 Penalty: 5318.150391
	Iteration 44Q: 3 clusters Score -8461455 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8461468.000000 Penalty: 5318.150391
	Iteration 45Q: 3 clusters Score -8461468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8461487.000000 Penalty: 5318.150391
	Iteration 46Q: 3 clusters Score -8461487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8461487.000000 Penalty: 5318.150391
	Iteration 47Q: 3 clusters Score -8461487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8461479.000000 Penalty: 5318.150391
	Iteration 48Q: 3 clusters Score -8461479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8461486.000000 Penalty: 5318.150391
	Iteration 49Q: 3 clusters Score -8461486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8461482.000000 Penalty: 5318.150391
	Iteration 50Q: 3 clusters Score -8461482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8461482.000000 Penalty: 5318.150391
	Iteration 51Q: 3 clusters Score -8461482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8461469.000000 Penalty: 5318.150391
	Iteration 52Q: 3 clusters Score -8461469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8461473.000000 Penalty: 5318.150391
	Iteration 53Q: 3 clusters Score -8461473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8461471.000000 Penalty: 5318.150391
	Iteration 54Q: 3 clusters Score -8461471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8461472.000000 Penalty: 5318.150391
	Iteration 55Q: 3 clusters Score -8461472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8461465.000000 Penalty: 5318.150391
	Iteration 56Q: 3 clusters Score -8461465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8461459.000000 Penalty: 5318.150391
	Iteration 57Q: 3 clusters Score -8461459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8461460.000000 Penalty: 5318.150391
	Iteration 58Q: 3 clusters Score -8461460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8461468.000000 Penalty: 5318.150391
	Iteration 59Q: 3 clusters Score -8461468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8461469.000000 Penalty: 5318.150391
	Iteration 60F: 3 clusters Score -8461469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8461467.000000 Penalty: 5318.150391
	Iteration 61Q: 3 clusters Score -8461467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8461464.000000 Penalty: 5318.150391
	Iteration 62Q: 3 clusters Score -8461464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8461462.000000 Penalty: 5318.150391
	Iteration 63Q: 3 clusters Score -8461462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8461462.000000 Penalty: 5318.150391
	Iteration 64F: 3 clusters Score -8461462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Entering Unmasked Estep 
Score: -1409861.625000 Penalty: 2217.957031
	Iteration 0F: 2 clusters Score -1409862 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 3891 members 
Entering Unmasked Estep 
Score: -1403719.000000 Penalty: 4435.914062
	Iteration 0F: 3 clusters Score -1403719 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1405325.625000 Penalty: 4435.914062
	Iteration 1F: 3 clusters Score -1405326 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1405572.875000 Penalty: 4435.914062
	Iteration 2F: 3 clusters Score -1405573 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1405728.500000 Penalty: 4435.914062
	Iteration 3Q: 3 clusters Score -1405728 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1405845.625000 Penalty: 4435.914062
	Iteration 4Q: 3 clusters Score -1405846 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1405931.000000 Penalty: 4435.914062
	Iteration 5Q: 3 clusters Score -1405931 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1405991.625000 Penalty: 4435.914062
	Iteration 6Q: 3 clusters Score -1405992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1406041.500000 Penalty: 4435.914062
	Iteration 7Q: 3 clusters Score -1406042 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1406083.750000 Penalty: 4435.914062
	Iteration 8Q: 3 clusters Score -1406084 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1406125.375000 Penalty: 4435.914062
	Iteration 9Q: 3 clusters Score -1406125 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1406183.875000 Penalty: 4435.914062
	Iteration 10Q: 3 clusters Score -1406184 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1406240.000000 Penalty: 4435.914062
	Iteration 11Q: 3 clusters Score -1406240 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1406310.375000 Penalty: 4435.914062
	Iteration 12Q: 3 clusters Score -1406310 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1406380.000000 Penalty: 4435.914062
	Iteration 13Q: 3 clusters Score -1406380 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1406461.375000 Penalty: 4435.914062
	Iteration 14Q: 3 clusters Score -1406461 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1406561.375000 Penalty: 4435.914062
	Iteration 15Q: 3 clusters Score -1406561 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1406679.375000 Penalty: 4435.914062
	Iteration 16Q: 3 clusters Score -1406679 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1406812.750000 Penalty: 4435.914062
	Iteration 17Q: 3 clusters Score -1406813 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1406948.250000 Penalty: 4435.914062
	Iteration 18Q: 3 clusters Score -1406948 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1407089.375000 Penalty: 4435.914062
	Iteration 19Q: 3 clusters Score -1407089 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1407235.250000 Penalty: 4435.914062
	Iteration 20F: 3 clusters Score -1407235 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1407367.000000 Penalty: 4435.914062
	Iteration 21Q: 3 clusters Score -1407367 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1407465.500000 Penalty: 4435.914062
	Iteration 22Q: 3 clusters Score -1407466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1407574.750000 Penalty: 4435.914062
	Iteration 23Q: 3 clusters Score -1407575 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1407650.875000 Penalty: 4435.914062
	Iteration 24Q: 3 clusters Score -1407651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1407705.875000 Penalty: 4435.914062
	Iteration 25Q: 3 clusters Score -1407706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1407756.250000 Penalty: 4435.914062
	Iteration 26Q: 3 clusters Score -1407756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1407800.375000 Penalty: 4435.914062
	Iteration 27Q: 3 clusters Score -1407800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1407833.250000 Penalty: 4435.914062
	Iteration 28Q: 3 clusters Score -1407833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1407844.500000 Penalty: 4435.914062
	Iteration 29Q: 3 clusters Score -1407844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1407854.000000 Penalty: 4435.914062
	Iteration 30Q: 3 clusters Score -1407854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1407860.000000 Penalty: 4435.914062
	Iteration 31Q: 3 clusters Score -1407860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1407862.875000 Penalty: 4435.914062
	Iteration 32Q: 3 clusters Score -1407863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1407864.750000 Penalty: 4435.914062
	Iteration 33Q: 3 clusters Score -1407865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1407871.500000 Penalty: 4435.914062
	Iteration 34Q: 3 clusters Score -1407872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1407872.000000 Penalty: 4435.914062
	Iteration 35Q: 3 clusters Score -1407872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1407875.125000 Penalty: 4435.914062
	Iteration 36Q: 3 clusters Score -1407875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1407883.500000 Penalty: 4435.914062
	Iteration 37Q: 3 clusters Score -1407884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1407882.625000 Penalty: 4435.914062
	Iteration 38Q: 3 clusters Score -1407883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1407886.000000 Penalty: 4435.914062
	Iteration 39Q: 3 clusters Score -1407886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1407887.875000 Penalty: 4435.914062
	Iteration 40F: 3 clusters Score -1407888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1407889.000000 Penalty: 4435.914062
	Iteration 41Q: 3 clusters Score -1407889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1407897.875000 Penalty: 4435.914062
	Iteration 42Q: 3 clusters Score -1407898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1407898.375000 Penalty: 4435.914062
	Iteration 43Q: 3 clusters Score -1407898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1407898.375000 Penalty: 4435.914062
	Iteration 44F: 3 clusters Score -1407898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Entering Unmasked Estep 
Score: -8650626.000000 Penalty: 2664.923096
	Iteration 0F: 2 clusters Score -8650626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -8621609.000000 Penalty: 5329.846191
	Iteration 0F: 3 clusters Score -8621609 nChanged 21306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -8633225.000000 Penalty: 5329.846191
	Iteration 1F: 3 clusters Score -8633225 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -8633833.000000 Penalty: 5329.846191
	Iteration 2Q: 3 clusters Score -8633833 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -8634551.000000 Penalty: 5329.846191
	Iteration 3Q: 3 clusters Score -8634551 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -8635426.000000 Penalty: 5329.846191
	Iteration 4Q: 3 clusters Score -8635426 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -8636680.000000 Penalty: 5329.846191
	Iteration 5F: 3 clusters Score -8636680 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -8638705.000000 Penalty: 5329.846191
	Iteration 6F: 3 clusters Score -8638705 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -8641382.000000 Penalty: 5329.846191
	Iteration 7F: 3 clusters Score -8641382 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -8644081.000000 Penalty: 5329.846191
	Iteration 8F: 3 clusters Score -8644081 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -8646311.000000 Penalty: 5329.846191
	Iteration 9F: 3 clusters Score -8646311 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -8647368.000000 Penalty: 5329.846191
	Iteration 10Q: 3 clusters Score -8647368 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8647774.000000 Penalty: 5329.846191
	Iteration 11Q: 3 clusters Score -8647774 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8648081.000000 Penalty: 5329.846191
	Iteration 12Q: 3 clusters Score -8648081 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -8648267.000000 Penalty: 5329.846191
	Iteration 13Q: 3 clusters Score -8648267 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -8648420.000000 Penalty: 5329.846191
	Iteration 14Q: 3 clusters Score -8648420 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -8648482.000000 Penalty: 5329.846191
	Iteration 15Q: 3 clusters Score -8648482 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -8648514.000000 Penalty: 5329.846191
	Iteration 16Q: 3 clusters Score -8648514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -8648535.000000 Penalty: 5329.846191
	Iteration 17Q: 3 clusters Score -8648535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -8648568.000000 Penalty: 5329.846191
	Iteration 18Q: 3 clusters Score -8648568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -8648589.000000 Penalty: 5329.846191
	Iteration 19Q: 3 clusters Score -8648589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -8648581.000000 Penalty: 5329.846191
	Iteration 20F: 3 clusters Score -8648581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -8648605.000000 Penalty: 5329.846191
	Iteration 21Q: 3 clusters Score -8648605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -8648598.000000 Penalty: 5329.846191
	Iteration 22Q: 3 clusters Score -8648598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -8648606.000000 Penalty: 5329.846191
	Iteration 23Q: 3 clusters Score -8648606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -8648636.000000 Penalty: 5329.846191
	Iteration 24Q: 3 clusters Score -8648636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -8648644.000000 Penalty: 5329.846191
	Iteration 25Q: 3 clusters Score -8648644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -8648648.000000 Penalty: 5329.846191
	Iteration 26Q: 3 clusters Score -8648648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -8648657.000000 Penalty: 5329.846191
	Iteration 27Q: 3 clusters Score -8648657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -8648660.000000 Penalty: 5329.846191
	Iteration 28Q: 3 clusters Score -8648660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8648661.000000 Penalty: 5329.846191
	Iteration 29Q: 3 clusters Score -8648661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8648661.000000 Penalty: 5329.846191
	Iteration 30F: 3 clusters Score -8648661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Entering Unmasked Estep 
Score: -9178735.000000 Penalty: 2678.158203
	Iteration 0F: 2 clusters Score -9178735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -9149918.000000 Penalty: 5356.316406
	Iteration 0F: 3 clusters Score -9149918 nChanged 22589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -9162913.000000 Penalty: 5356.316406
	Iteration 1F: 3 clusters Score -9162913 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -9163859.000000 Penalty: 5356.316406
	Iteration 2Q: 3 clusters Score -9163859 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -9164893.000000 Penalty: 5356.316406
	Iteration 3Q: 3 clusters Score -9164893 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -9165944.000000 Penalty: 5356.316406
	Iteration 4Q: 3 clusters Score -9165944 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -9167119.000000 Penalty: 5356.316406
	Iteration 5Q: 3 clusters Score -9167119 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -9168229.000000 Penalty: 5356.316406
	Iteration 6Q: 3 clusters Score -9168229 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -9169309.000000 Penalty: 5356.316406
	Iteration 7Q: 3 clusters Score -9169309 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -9170499.000000 Penalty: 5356.316406
	Iteration 8Q: 3 clusters Score -9170499 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -9171701.000000 Penalty: 5356.316406
	Iteration 9Q: 3 clusters Score -9171701 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -9172695.000000 Penalty: 5356.316406
	Iteration 10Q: 3 clusters Score -9172695 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -9173365.000000 Penalty: 5356.316406
	Iteration 11Q: 3 clusters Score -9173365 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -9173766.000000 Penalty: 5356.316406
	Iteration 12Q: 3 clusters Score -9173766 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -9174016.000000 Penalty: 5356.316406
	Iteration 13Q: 3 clusters Score -9174016 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -9174220.000000 Penalty: 5356.316406
	Iteration 14Q: 3 clusters Score -9174220 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -9174453.000000 Penalty: 5356.316406
	Iteration 15Q: 3 clusters Score -9174453 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -9174753.000000 Penalty: 5356.316406
	Iteration 16Q: 3 clusters Score -9174753 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -9174990.000000 Penalty: 5356.316406
	Iteration 17Q: 3 clusters Score -9174990 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -9175319.000000 Penalty: 5356.316406
	Iteration 18Q: 3 clusters Score -9175319 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -9175592.000000 Penalty: 5356.316406
	Iteration 19Q: 3 clusters Score -9175592 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -9175862.000000 Penalty: 5356.316406
	Iteration 20F: 3 clusters Score -9175862 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -9176081.000000 Penalty: 5356.316406
	Iteration 21Q: 3 clusters Score -9176081 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -9176339.000000 Penalty: 5356.316406
	Iteration 22Q: 3 clusters Score -9176339 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -9176543.000000 Penalty: 5356.316406
	Iteration 23Q: 3 clusters Score -9176543 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -9176769.000000 Penalty: 5356.316406
	Iteration 24Q: 3 clusters Score -9176769 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -9177017.000000 Penalty: 5356.316406
	Iteration 25Q: 3 clusters Score -9177017 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -9177154.000000 Penalty: 5356.316406
	Iteration 26Q: 3 clusters Score -9177154 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -9177295.000000 Penalty: 5356.316406
	Iteration 27Q: 3 clusters Score -9177295 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -9177402.000000 Penalty: 5356.316406
	Iteration 28Q: 3 clusters Score -9177402 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -9177505.000000 Penalty: 5356.316406
	Iteration 29Q: 3 clusters Score -9177505 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -9177567.000000 Penalty: 5356.316406
	Iteration 30Q: 3 clusters Score -9177567 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -9177625.000000 Penalty: 5356.316406
	Iteration 31Q: 3 clusters Score -9177625 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -9177664.000000 Penalty: 5356.316406
	Iteration 32Q: 3 clusters Score -9177664 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -9177730.000000 Penalty: 5356.316406
	Iteration 33Q: 3 clusters Score -9177730 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -9177735.000000 Penalty: 5356.316406
	Iteration 34Q: 3 clusters Score -9177735 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -9177762.000000 Penalty: 5356.316406
	Iteration 35Q: 3 clusters Score -9177762 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -9177807.000000 Penalty: 5356.316406
	Iteration 36Q: 3 clusters Score -9177807 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -9177835.000000 Penalty: 5356.316406
	Iteration 37Q: 3 clusters Score -9177835 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -9177826.000000 Penalty: 5356.316406
	Iteration 38Q: 3 clusters Score -9177826 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -9177852.000000 Penalty: 5356.316406
	Iteration 39Q: 3 clusters Score -9177852 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -9177877.000000 Penalty: 5356.316406
	Iteration 40F: 3 clusters Score -9177877 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -9177906.000000 Penalty: 5356.316406
	Iteration 41Q: 3 clusters Score -9177906 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -9177928.000000 Penalty: 5356.316406
	Iteration 42Q: 3 clusters Score -9177928 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -9177980.000000 Penalty: 5356.316406
	Iteration 43Q: 3 clusters Score -9177980 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -9178011.000000 Penalty: 5356.316406
	Iteration 44Q: 3 clusters Score -9178011 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -9178015.000000 Penalty: 5356.316406
	Iteration 45Q: 3 clusters Score -9178015 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -9178034.000000 Penalty: 5356.316406
	Iteration 46Q: 3 clusters Score -9178034 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -9178073.000000 Penalty: 5356.316406
	Iteration 47Q: 3 clusters Score -9178073 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -9178105.000000 Penalty: 5356.316406
	Iteration 48Q: 3 clusters Score -9178105 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -9178137.000000 Penalty: 5356.316406
	Iteration 49Q: 3 clusters Score -9178137 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -9178167.000000 Penalty: 5356.316406
	Iteration 50Q: 3 clusters Score -9178167 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -9178178.000000 Penalty: 5356.316406
	Iteration 51Q: 3 clusters Score -9178178 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -9178214.000000 Penalty: 5356.316406
	Iteration 52Q: 3 clusters Score -9178214 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -9178259.000000 Penalty: 5356.316406
	Iteration 53Q: 3 clusters Score -9178259 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -9178272.000000 Penalty: 5356.316406
	Iteration 54Q: 3 clusters Score -9178272 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -9178305.000000 Penalty: 5356.316406
	Iteration 55Q: 3 clusters Score -9178305 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -9178322.000000 Penalty: 5356.316406
	Iteration 56Q: 3 clusters Score -9178322 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -9178347.000000 Penalty: 5356.316406
	Iteration 57Q: 3 clusters Score -9178347 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -9178373.000000 Penalty: 5356.316406
	Iteration 58Q: 3 clusters Score -9178373 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -9178397.000000 Penalty: 5356.316406
	Iteration 59Q: 3 clusters Score -9178397 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -9178394.000000 Penalty: 5356.316406
	Iteration 60F: 3 clusters Score -9178394 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -9178430.000000 Penalty: 5356.316406
	Iteration 61Q: 3 clusters Score -9178430 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -9178426.000000 Penalty: 5356.316406
	Iteration 62Q: 3 clusters Score -9178426 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -9178429.000000 Penalty: 5356.316406
	Iteration 63Q: 3 clusters Score -9178429 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -9178428.000000 Penalty: 5356.316406
	Iteration 64Q: 3 clusters Score -9178428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -9178458.000000 Penalty: 5356.316406
	Iteration 65Q: 3 clusters Score -9178458 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -9178474.000000 Penalty: 5356.316406
	Iteration 66Q: 3 clusters Score -9178474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -9178467.000000 Penalty: 5356.316406
	Iteration 67Q: 3 clusters Score -9178467 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -9178460.000000 Penalty: 5356.316406
	Iteration 68Q: 3 clusters Score -9178460 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -9178487.000000 Penalty: 5356.316406
	Iteration 69Q: 3 clusters Score -9178487 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -9178494.000000 Penalty: 5356.316406
	Iteration 70Q: 3 clusters Score -9178494 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -9178502.000000 Penalty: 5356.316406
	Iteration 71Q: 3 clusters Score -9178502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -9178515.000000 Penalty: 5356.316406
	Iteration 72Q: 3 clusters Score -9178515 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -9178552.000000 Penalty: 5356.316406
	Iteration 73Q: 3 clusters Score -9178552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -9178580.000000 Penalty: 5356.316406
	Iteration 74Q: 3 clusters Score -9178580 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -9178587.000000 Penalty: 5356.316406
	Iteration 75Q: 3 clusters Score -9178587 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -9178611.000000 Penalty: 5356.316406
	Iteration 76Q: 3 clusters Score -9178611 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -9178622.000000 Penalty: 5356.316406
	Iteration 77Q: 3 clusters Score -9178622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -9178631.000000 Penalty: 5356.316406
	Iteration 78Q: 3 clusters Score -9178631 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -9178643.000000 Penalty: 5356.316406
	Iteration 79Q: 3 clusters Score -9178643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -9178646.000000 Penalty: 5356.316406
	Iteration 80F: 3 clusters Score -9178646 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -9178681.000000 Penalty: 5356.316406
	Iteration 81Q: 3 clusters Score -9178681 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -9178694.000000 Penalty: 5356.316406
	Iteration 82Q: 3 clusters Score -9178694 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -9178697.000000 Penalty: 5356.316406
	Iteration 83Q: 3 clusters Score -9178697 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -9178712.000000 Penalty: 5356.316406
	Iteration 84Q: 3 clusters Score -9178712 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -9178749.000000 Penalty: 5356.316406
	Iteration 85Q: 3 clusters Score -9178749 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -9178780.000000 Penalty: 5356.316406
	Iteration 86Q: 3 clusters Score -9178780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -9178785.000000 Penalty: 5356.316406
	Iteration 87Q: 3 clusters Score -9178785 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -9178799.000000 Penalty: 5356.316406
	Iteration 88Q: 3 clusters Score -9178799 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -9178800.000000 Penalty: 5356.316406
	Iteration 89Q: 3 clusters Score -9178800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -9178810.000000 Penalty: 5356.316406
	Iteration 90Q: 3 clusters Score -9178810 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -9178831.000000 Penalty: 5356.316406
	Iteration 91Q: 3 clusters Score -9178831 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -9178836.000000 Penalty: 5356.316406
	Iteration 92Q: 3 clusters Score -9178836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -9178844.000000 Penalty: 5356.316406
	Iteration 93Q: 3 clusters Score -9178844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -9178843.000000 Penalty: 5356.316406
	Iteration 94Q: 3 clusters Score -9178843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -9178849.000000 Penalty: 5356.316406
	Iteration 95Q: 3 clusters Score -9178849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -9178884.000000 Penalty: 5356.316406
	Iteration 96Q: 3 clusters Score -9178884 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -9178901.000000 Penalty: 5356.316406
	Iteration 97Q: 3 clusters Score -9178901 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -9178927.000000 Penalty: 5356.316406
	Iteration 98Q: 3 clusters Score -9178927 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -9178935.000000 Penalty: 5356.316406
	Iteration 99Q: 3 clusters Score -9178935 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -9178962.000000 Penalty: 5356.316406
	Iteration 100F: 3 clusters Score -9178962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -9178972.000000 Penalty: 5356.316406
	Iteration 101Q: 3 clusters Score -9178972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -9178968.000000 Penalty: 5356.316406
	Iteration 102Q: 3 clusters Score -9178968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -9178989.000000 Penalty: 5356.316406
	Iteration 103Q: 3 clusters Score -9178989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -9178984.000000 Penalty: 5356.316406
	Iteration 104Q: 3 clusters Score -9178984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -9178995.000000 Penalty: 5356.316406
	Iteration 105Q: 3 clusters Score -9178995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -9178977.000000 Penalty: 5356.316406
	Iteration 106Q: 3 clusters Score -9178977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -9178997.000000 Penalty: 5356.316406
	Iteration 107Q: 3 clusters Score -9178997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -9179009.000000 Penalty: 5356.316406
	Iteration 108Q: 3 clusters Score -9179009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -9179010.000000 Penalty: 5356.316406
	Iteration 109Q: 3 clusters Score -9179010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -9179009.000000 Penalty: 5356.316406
	Iteration 110Q: 3 clusters Score -9179009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -9179018.000000 Penalty: 5356.316406
	Iteration 111Q: 3 clusters Score -9179018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -9179016.000000 Penalty: 5356.316406
	Iteration 112Q: 3 clusters Score -9179016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -9179008.000000 Penalty: 5356.316406
	Iteration 113Q: 3 clusters Score -9179008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -9179009.000000 Penalty: 5356.316406
	Iteration 114Q: 3 clusters Score -9179009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -9179016.000000 Penalty: 5356.316406
	Iteration 115Q: 3 clusters Score -9179016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -9179012.000000 Penalty: 5356.316406
	Iteration 116Q: 3 clusters Score -9179012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -9179012.000000 Penalty: 5356.316406
	Iteration 117Q: 3 clusters Score -9179012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -9179015.000000 Penalty: 5356.316406
	Iteration 118Q: 3 clusters Score -9179015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -9179022.000000 Penalty: 5356.316406
	Iteration 119Q: 3 clusters Score -9179022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -9179026.000000 Penalty: 5356.316406
	Iteration 120F: 3 clusters Score -9179026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -9179034.000000 Penalty: 5356.316406
	Iteration 121Q: 3 clusters Score -9179034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -9179038.000000 Penalty: 5356.316406
	Iteration 122Q: 3 clusters Score -9179038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -9179027.000000 Penalty: 5356.316406
	Iteration 123Q: 3 clusters Score -9179027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -9179027.000000 Penalty: 5356.316406
	Iteration 124Q: 3 clusters Score -9179027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -9179039.000000 Penalty: 5356.316406
	Iteration 125Q: 3 clusters Score -9179039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -9179046.000000 Penalty: 5356.316406
	Iteration 126Q: 3 clusters Score -9179046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -9179040.000000 Penalty: 5356.316406
	Iteration 127Q: 3 clusters Score -9179040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -9179041.000000 Penalty: 5356.316406
	Iteration 128Q: 3 clusters Score -9179041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -9179050.000000 Penalty: 5356.316406
	Iteration 129Q: 3 clusters Score -9179050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -9179066.000000 Penalty: 5356.316406
	Iteration 130Q: 3 clusters Score -9179066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -9179070.000000 Penalty: 5356.316406
	Iteration 131Q: 3 clusters Score -9179070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -9179075.000000 Penalty: 5356.316406
	Iteration 132Q: 3 clusters Score -9179075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -9179068.000000 Penalty: 5356.316406
	Iteration 133Q: 3 clusters Score -9179068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -9179063.000000 Penalty: 5356.316406
	Iteration 134Q: 3 clusters Score -9179063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -9179081.000000 Penalty: 5356.316406
	Iteration 135Q: 3 clusters Score -9179081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -9179092.000000 Penalty: 5356.316406
	Iteration 136Q: 3 clusters Score -9179092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -9179090.000000 Penalty: 5356.316406
	Iteration 137Q: 3 clusters Score -9179090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -9179080.000000 Penalty: 5356.316406
	Iteration 138Q: 3 clusters Score -9179080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -9179083.000000 Penalty: 5356.316406
	Iteration 139Q: 3 clusters Score -9179083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -9179095.000000 Penalty: 5356.316406
	Iteration 140F: 3 clusters Score -9179095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -9179089.000000 Penalty: 5356.316406
	Iteration 141Q: 3 clusters Score -9179089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -9179087.000000 Penalty: 5356.316406
	Iteration 142Q: 3 clusters Score -9179087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -9179078.000000 Penalty: 5356.316406
	Iteration 143Q: 3 clusters Score -9179078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -9179082.000000 Penalty: 5356.316406
	Iteration 144Q: 3 clusters Score -9179082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -9179087.000000 Penalty: 5356.316406
	Iteration 145Q: 3 clusters Score -9179087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -9179091.000000 Penalty: 5356.316406
	Iteration 146Q: 3 clusters Score -9179091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -9179080.000000 Penalty: 5356.316406
	Iteration 147Q: 3 clusters Score -9179080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -9179083.000000 Penalty: 5356.316406
	Iteration 148Q: 3 clusters Score -9179083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -9179071.000000 Penalty: 5356.316406
	Iteration 149Q: 3 clusters Score -9179071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -9179087.000000 Penalty: 5356.316406
	Iteration 150Q: 3 clusters Score -9179087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -9179094.000000 Penalty: 5356.316406
	Iteration 151Q: 3 clusters Score -9179094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -9179095.000000 Penalty: 5356.316406
	Iteration 152Q: 3 clusters Score -9179095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -9179090.000000 Penalty: 5356.316406
	Iteration 153Q: 3 clusters Score -9179090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -9179090.000000 Penalty: 5356.316406
	Iteration 154Q: 3 clusters Score -9179090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -9179095.000000 Penalty: 5356.316406
	Iteration 155Q: 3 clusters Score -9179095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -9179094.000000 Penalty: 5356.316406
	Iteration 156Q: 3 clusters Score -9179094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -9179096.000000 Penalty: 5356.316406
	Iteration 157Q: 3 clusters Score -9179096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -9179091.000000 Penalty: 5356.316406
	Iteration 158Q: 3 clusters Score -9179091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -9179102.000000 Penalty: 5356.316406
	Iteration 159Q: 3 clusters Score -9179102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -9179099.000000 Penalty: 5356.316406
	Iteration 160F: 3 clusters Score -9179099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -9179103.000000 Penalty: 5356.316406
	Iteration 161Q: 3 clusters Score -9179103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -9179105.000000 Penalty: 5356.316406
	Iteration 162Q: 3 clusters Score -9179105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -9179105.000000 Penalty: 5356.316406
	Iteration 163F: 3 clusters Score -9179105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 31243 members 
Mstep: Class 4 contains 43180 members 
Mstep: Class 5 contains 46878 members 
Mstep: Class 6 contains 30989 members 
Mstep: Class 7 contains 42927 members 
Mstep: Class 8 contains 46159 members 
Mstep: Class 9 contains 43886 members 
Mstep: Class 10 contains 45346 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 46428 members 
Mstep: Class 13 contains 7647 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25244 members 
Mstep: Class 16 contains 40909 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47543 members 
Mstep: Class 19 contains 24783 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 41326 members 
Entering Unmasked Estep 
Score: -106664232.000000 Penalty: 82330.929688
Splitting cluster 13 changes total score from -106664624.000000 to -106664232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -214343.718750 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -214343.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -212209.421875 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -212209.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -212864.234375 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -212864.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -213423.421875 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -213423.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -213773.140625 Penalty: 3573.258057
	Iteration 3F: 3 clusters Score -213773.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -213981.343750 Penalty: 3573.258057
	Iteration 4F: 3 clusters Score -213981.3 nChanged 57
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: -214135.546875 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -214135.5 nChanged 40
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: -214228.031250 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -214228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -214266.281250 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -214266.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -214287.875000 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -214287.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -214298.828125 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -214298.8 nChanged 9
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: -214312.468750 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -214312.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -214329.921875 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -214329.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -214343.890625 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -214343.9 nChanged 8
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: -214366.062500 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -214366.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -214385.203125 Penalty: 3573.258057
	Iteration 14Q: 3 clusters Score -214385.2 nChanged 7
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: -214390.812500 Penalty: 3573.258057
	Iteration 15Q: 3 clusters Score -214390.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -214392.984375 Penalty: 3573.258057
	Iteration 16Q: 3 clusters Score -214393 nChanged 2
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: -214394.531250 Penalty: 3573.258057
	Iteration 17Q: 3 clusters Score -214394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -214396.437500 Penalty: 3573.258057
	Iteration 18Q: 3 clusters Score -214396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -214397.031250 Penalty: 3573.258057
	Iteration 19Q: 3 clusters Score -214397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -214397.031250 Penalty: 3573.258057
	Iteration 20F: 3 clusters Score -214397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 31243 members 
Mstep: Class 4 contains 43180 members 
Mstep: Class 5 contains 46878 members 
Mstep: Class 6 contains 30989 members 
Mstep: Class 7 contains 42927 members 
Mstep: Class 8 contains 46159 members 
Mstep: Class 9 contains 43886 members 
Mstep: Class 10 contains 45346 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 46428 members 
Mstep: Class 13 contains 48973 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 25244 members 
Mstep: Class 16 contains 40909 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47543 members 
Mstep: Class 19 contains 24783 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 695 members 
Entering Unmasked Estep 
Score: -106663056.000000 Penalty: 82330.929688
Splitting cluster 14 changes total score from -106664624.000000 to -106663056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (25244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Entering Unmasked Estep 
Score: -4542967.000000 Penalty: 2513.813232
	Iteration 0F: 2 clusters Score -4542967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -4525490.500000 Penalty: 5027.626465
	Iteration 0F: 3 clusters Score -4525490 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -4531558.000000 Penalty: 5027.626465
	Iteration 1F: 3 clusters Score -4531558 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4531958.000000 Penalty: 5027.626465
	Iteration 2Q: 3 clusters Score -4531958 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -4532254.000000 Penalty: 5027.626465
	Iteration 3Q: 3 clusters Score -4532254 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -4532488.500000 Penalty: 5027.626465
	Iteration 4Q: 3 clusters Score -4532488 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -4532745.500000 Penalty: 5027.626465
	Iteration 5Q: 3 clusters Score -4532746 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -4533020.500000 Penalty: 5027.626465
	Iteration 6Q: 3 clusters Score -4533020 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -4533383.000000 Penalty: 5027.626465
	Iteration 7Q: 3 clusters Score -4533383 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -4533932.500000 Penalty: 5027.626465
	Iteration 8Q: 3 clusters Score -4533932 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -4534788.500000 Penalty: 5027.626465
	Iteration 9F: 3 clusters Score -4534788 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4536050.000000 Penalty: 5027.626465
	Iteration 10F: 3 clusters Score -4536050 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4537517.500000 Penalty: 5027.626465
	Iteration 11F: 3 clusters Score -4537518 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4538860.500000 Penalty: 5027.626465
	Iteration 12F: 3 clusters Score -4538860 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4539803.000000 Penalty: 5027.626465
	Iteration 13Q: 3 clusters Score -4539803 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4540305.500000 Penalty: 5027.626465
	Iteration 14Q: 3 clusters Score -4540306 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4540539.500000 Penalty: 5027.626465
	Iteration 15Q: 3 clusters Score -4540540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4540630.000000 Penalty: 5027.626465
	Iteration 16Q: 3 clusters Score -4540630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4540670.500000 Penalty: 5027.626465
	Iteration 17Q: 3 clusters Score -4540670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4540710.000000 Penalty: 5027.626465
	Iteration 18Q: 3 clusters Score -4540710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4540733.500000 Penalty: 5027.626465
	Iteration 19Q: 3 clusters Score -4540734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4540750.500000 Penalty: 5027.626465
	Iteration 20F: 3 clusters Score -4540750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4540775.000000 Penalty: 5027.626465
	Iteration 21Q: 3 clusters Score -4540775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4540787.500000 Penalty: 5027.626465
	Iteration 22Q: 3 clusters Score -4540788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4540795.000000 Penalty: 5027.626465
	Iteration 23Q: 3 clusters Score -4540795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4540801.500000 Penalty: 5027.626465
	Iteration 24Q: 3 clusters Score -4540802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4540800.500000 Penalty: 5027.626465
	Iteration 25Q: 3 clusters Score -4540800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4540802.000000 Penalty: 5027.626465
	Iteration 26Q: 3 clusters Score -4540802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4540804.500000 Penalty: 5027.626465
	Iteration 27Q: 3 clusters Score -4540804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4540806.500000 Penalty: 5027.626465
	Iteration 28Q: 3 clusters Score -4540806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4540806.500000 Penalty: 5027.626465
	Iteration 29F: 3 clusters Score -4540806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Entering Unmasked Estep 
Score: -7611821.000000 Penalty: 2633.538086
	Iteration 0F: 2 clusters Score -7611821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -7584923.000000 Penalty: 5267.076172
	Iteration 0F: 3 clusters Score -7584923 nChanged 18608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -7594967.000000 Penalty: 5267.076172
	Iteration 1F: 3 clusters Score -7594967 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -7595517.000000 Penalty: 5267.076172
	Iteration 2Q: 3 clusters Score -7595517 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -7596115.500000 Penalty: 5267.076172
	Iteration 3Q: 3 clusters Score -7596116 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -7597040.000000 Penalty: 5267.076172
	Iteration 4Q: 3 clusters Score -7597040 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -7598225.000000 Penalty: 5267.076172
	Iteration 5F: 3 clusters Score -7598225 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -7599760.500000 Penalty: 5267.076172
	Iteration 6F: 3 clusters Score -7599760 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -7601693.500000 Penalty: 5267.076172
	Iteration 7F: 3 clusters Score -7601694 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -7603851.000000 Penalty: 5267.076172
	Iteration 8F: 3 clusters Score -7603851 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -7605895.000000 Penalty: 5267.076172
	Iteration 9F: 3 clusters Score -7605895 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -7607356.000000 Penalty: 5267.076172
	Iteration 10Q: 3 clusters Score -7607356 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -7608044.000000 Penalty: 5267.076172
	Iteration 11Q: 3 clusters Score -7608044 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -7608383.500000 Penalty: 5267.076172
	Iteration 12Q: 3 clusters Score -7608384 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -7608595.000000 Penalty: 5267.076172
	Iteration 13Q: 3 clusters Score -7608595 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -7608768.000000 Penalty: 5267.076172
	Iteration 14Q: 3 clusters Score -7608768 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -7608917.000000 Penalty: 5267.076172
	Iteration 15Q: 3 clusters Score -7608917 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -7609017.500000 Penalty: 5267.076172
	Iteration 16Q: 3 clusters Score -7609018 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -7609072.000000 Penalty: 5267.076172
	Iteration 17Q: 3 clusters Score -7609072 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -7609156.000000 Penalty: 5267.076172
	Iteration 18Q: 3 clusters Score -7609156 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -7609186.000000 Penalty: 5267.076172
	Iteration 19Q: 3 clusters Score -7609186 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -7609214.500000 Penalty: 5267.076172
	Iteration 20F: 3 clusters Score -7609214 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -7609271.500000 Penalty: 5267.076172
	Iteration 21Q: 3 clusters Score -7609272 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -7609299.000000 Penalty: 5267.076172
	Iteration 22Q: 3 clusters Score -7609299 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -7609346.000000 Penalty: 5267.076172
	Iteration 23Q: 3 clusters Score -7609346 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -7609384.000000 Penalty: 5267.076172
	Iteration 24Q: 3 clusters Score -7609384 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -7609419.000000 Penalty: 5267.076172
	Iteration 25Q: 3 clusters Score -7609419 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -7609461.000000 Penalty: 5267.076172
	Iteration 26Q: 3 clusters Score -7609461 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -7609479.500000 Penalty: 5267.076172
	Iteration 27Q: 3 clusters Score -7609480 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -7609506.000000 Penalty: 5267.076172
	Iteration 28Q: 3 clusters Score -7609506 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -7609520.000000 Penalty: 5267.076172
	Iteration 29Q: 3 clusters Score -7609520 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -7609527.500000 Penalty: 5267.076172
	Iteration 30Q: 3 clusters Score -7609528 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -7609560.000000 Penalty: 5267.076172
	Iteration 31Q: 3 clusters Score -7609560 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -7609589.000000 Penalty: 5267.076172
	Iteration 32Q: 3 clusters Score -7609589 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -7609613.500000 Penalty: 5267.076172
	Iteration 33Q: 3 clusters Score -7609614 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -7609642.000000 Penalty: 5267.076172
	Iteration 34Q: 3 clusters Score -7609642 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -7609655.000000 Penalty: 5267.076172
	Iteration 35Q: 3 clusters Score -7609655 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -7609701.000000 Penalty: 5267.076172
	Iteration 36Q: 3 clusters Score -7609701 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -7609726.500000 Penalty: 5267.076172
	Iteration 37Q: 3 clusters Score -7609726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -7609751.500000 Penalty: 5267.076172
	Iteration 38Q: 3 clusters Score -7609752 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -7609789.000000 Penalty: 5267.076172
	Iteration 39Q: 3 clusters Score -7609789 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -7609795.500000 Penalty: 5267.076172
	Iteration 40F: 3 clusters Score -7609796 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -7609826.500000 Penalty: 5267.076172
	Iteration 41Q: 3 clusters Score -7609826 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -7609844.500000 Penalty: 5267.076172
	Iteration 42Q: 3 clusters Score -7609844 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -7609871.000000 Penalty: 5267.076172
	Iteration 43Q: 3 clusters Score -7609871 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -7609901.500000 Penalty: 5267.076172
	Iteration 44Q: 3 clusters Score -7609902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7609937.500000 Penalty: 5267.076172
	Iteration 45Q: 3 clusters Score -7609938 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -7609984.500000 Penalty: 5267.076172
	Iteration 46Q: 3 clusters Score -7609984 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -7610013.500000 Penalty: 5267.076172
	Iteration 47Q: 3 clusters Score -7610014 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -7610045.500000 Penalty: 5267.076172
	Iteration 48Q: 3 clusters Score -7610046 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -7610066.000000 Penalty: 5267.076172
	Iteration 49Q: 3 clusters Score -7610066 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -7610097.000000 Penalty: 5267.076172
	Iteration 50Q: 3 clusters Score -7610097 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -7610139.500000 Penalty: 5267.076172
	Iteration 51Q: 3 clusters Score -7610140 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -7610167.000000 Penalty: 5267.076172
	Iteration 52Q: 3 clusters Score -7610167 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -7610198.500000 Penalty: 5267.076172
	Iteration 53Q: 3 clusters Score -7610198 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -7610201.500000 Penalty: 5267.076172
	Iteration 54Q: 3 clusters Score -7610202 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -7610218.500000 Penalty: 5267.076172
	Iteration 55Q: 3 clusters Score -7610218 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7610246.000000 Penalty: 5267.076172
	Iteration 56Q: 3 clusters Score -7610246 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -7610251.000000 Penalty: 5267.076172
	Iteration 57Q: 3 clusters Score -7610251 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7610257.500000 Penalty: 5267.076172
	Iteration 58Q: 3 clusters Score -7610258 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -7610288.000000 Penalty: 5267.076172
	Iteration 59Q: 3 clusters Score -7610288 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7610289.000000 Penalty: 5267.076172
	Iteration 60F: 3 clusters Score -7610289 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7610296.000000 Penalty: 5267.076172
	Iteration 61Q: 3 clusters Score -7610296 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7610313.500000 Penalty: 5267.076172
	Iteration 62Q: 3 clusters Score -7610314 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7610338.000000 Penalty: 5267.076172
	Iteration 63Q: 3 clusters Score -7610338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7610328.500000 Penalty: 5267.076172
	Iteration 64Q: 3 clusters Score -7610328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7610328.000000 Penalty: 5267.076172
	Iteration 65Q: 3 clusters Score -7610328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7610345.500000 Penalty: 5267.076172
	Iteration 66Q: 3 clusters Score -7610346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7610335.500000 Penalty: 5267.076172
	Iteration 67Q: 3 clusters Score -7610336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7610330.000000 Penalty: 5267.076172
	Iteration 68Q: 3 clusters Score -7610330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7610334.500000 Penalty: 5267.076172
	Iteration 69Q: 3 clusters Score -7610334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7610326.500000 Penalty: 5267.076172
	Iteration 70Q: 3 clusters Score -7610326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -7610328.500000 Penalty: 5267.076172
	Iteration 71Q: 3 clusters Score -7610328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -7610325.000000 Penalty: 5267.076172
	Iteration 72Q: 3 clusters Score -7610325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7610327.500000 Penalty: 5267.076172
	Iteration 73Q: 3 clusters Score -7610328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7610324.000000 Penalty: 5267.076172
	Iteration 74Q: 3 clusters Score -7610324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7610332.500000 Penalty: 5267.076172
	Iteration 75Q: 3 clusters Score -7610332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7610328.500000 Penalty: 5267.076172
	Iteration 76Q: 3 clusters Score -7610328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7610326.500000 Penalty: 5267.076172
	Iteration 77Q: 3 clusters Score -7610326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7610327.000000 Penalty: 5267.076172
	Iteration 78Q: 3 clusters Score -7610327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7610331.000000 Penalty: 5267.076172
	Iteration 79Q: 3 clusters Score -7610331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7610325.000000 Penalty: 5267.076172
	Iteration 80F: 3 clusters Score -7610325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7610330.500000 Penalty: 5267.076172
	Iteration 81Q: 3 clusters Score -7610330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7610325.000000 Penalty: 5267.076172
	Iteration 82Q: 3 clusters Score -7610325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7610333.000000 Penalty: 5267.076172
	Iteration 83Q: 3 clusters Score -7610333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7610329.000000 Penalty: 5267.076172
	Iteration 84Q: 3 clusters Score -7610329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7610335.500000 Penalty: 5267.076172
	Iteration 85Q: 3 clusters Score -7610336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7610333.000000 Penalty: 5267.076172
	Iteration 86Q: 3 clusters Score -7610333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7610328.500000 Penalty: 5267.076172
	Iteration 87Q: 3 clusters Score -7610328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7610329.500000 Penalty: 5267.076172
	Iteration 88Q: 3 clusters Score -7610330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7610337.500000 Penalty: 5267.076172
	Iteration 89Q: 3 clusters Score -7610338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7610335.000000 Penalty: 5267.076172
	Iteration 90Q: 3 clusters Score -7610335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7610322.000000 Penalty: 5267.076172
	Iteration 91Q: 3 clusters Score -7610322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7610324.500000 Penalty: 5267.076172
	Iteration 92Q: 3 clusters Score -7610324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7610329.000000 Penalty: 5267.076172
	Iteration 93Q: 3 clusters Score -7610329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7610325.500000 Penalty: 5267.076172
	Iteration 94Q: 3 clusters Score -7610326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7610323.500000 Penalty: 5267.076172
	Iteration 95Q: 3 clusters Score -7610324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7610317.500000 Penalty: 5267.076172
	Iteration 96Q: 3 clusters Score -7610318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7610318.000000 Penalty: 5267.076172
	Iteration 97Q: 3 clusters Score -7610318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7610332.500000 Penalty: 5267.076172
	Iteration 98Q: 3 clusters Score -7610332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7610327.000000 Penalty: 5267.076172
	Iteration 99Q: 3 clusters Score -7610327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7610331.500000 Penalty: 5267.076172
	Iteration 100F: 3 clusters Score -7610332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7610324.500000 Penalty: 5267.076172
	Iteration 101Q: 3 clusters Score -7610324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7610325.500000 Penalty: 5267.076172
	Iteration 102Q: 3 clusters Score -7610326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7610327.500000 Penalty: 5267.076172
	Iteration 103Q: 3 clusters Score -7610328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7610327.000000 Penalty: 5267.076172
	Iteration 104Q: 3 clusters Score -7610327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7610325.000000 Penalty: 5267.076172
	Iteration 105Q: 3 clusters Score -7610325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7610322.500000 Penalty: 5267.076172
	Iteration 106Q: 3 clusters Score -7610322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7610326.000000 Penalty: 5267.076172
	Iteration 107Q: 3 clusters Score -7610326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7610331.000000 Penalty: 5267.076172
	Iteration 108Q: 3 clusters Score -7610331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7610331.000000 Penalty: 5267.076172
	Iteration 109F: 3 clusters Score -7610331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -97421.578125 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -97421.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95856.101562 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -95856.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96130.867188 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -96130.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -96265.625000 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -96265.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96332.882812 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -96332.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -96358.257812 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -96358.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -96382.679688 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -96382.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96406.179688 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -96406.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -96415.929688 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -96415.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96418.343750 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -96418.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96422.734375 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -96422.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96423.875000 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -96423.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96425.031250 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -96425.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96430.453125 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -96430.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96432.781250 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -96432.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96434.585938 Penalty: 3133.313721
	Iteration 14Q: 3 clusters Score -96434.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -96437.671875 Penalty: 3133.313721
	Iteration 15Q: 3 clusters Score -96437.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -96437.671875 Penalty: 3133.313721
	Iteration 16F: 3 clusters Score -96437.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Entering Unmasked Estep 
Score: -8837029.000000 Penalty: 2670.808838
	Iteration 0F: 2 clusters Score -8837029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -8807332.000000 Penalty: 5341.617676
	Iteration 0F: 3 clusters Score -8807332 nChanged 21955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -8819259.000000 Penalty: 5341.617676
	Iteration 1F: 3 clusters Score -8819259 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -8819843.000000 Penalty: 5341.617676
	Iteration 2Q: 3 clusters Score -8819843 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -8820487.000000 Penalty: 5341.617676
	Iteration 3Q: 3 clusters Score -8820487 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -8821107.000000 Penalty: 5341.617676
	Iteration 4Q: 3 clusters Score -8821107 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -8821855.000000 Penalty: 5341.617676
	Iteration 5Q: 3 clusters Score -8821855 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -8822816.000000 Penalty: 5341.617676
	Iteration 6Q: 3 clusters Score -8822816 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -8824300.000000 Penalty: 5341.617676
	Iteration 7F: 3 clusters Score -8824300 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -8826458.000000 Penalty: 5341.617676
	Iteration 8F: 3 clusters Score -8826458 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -8829157.000000 Penalty: 5341.617676
	Iteration 9F: 3 clusters Score -8829157 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -8831765.000000 Penalty: 5341.617676
	Iteration 10F: 3 clusters Score -8831765 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -8833342.000000 Penalty: 5341.617676
	Iteration 11Q: 3 clusters Score -8833342 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -8834004.000000 Penalty: 5341.617676
	Iteration 12Q: 3 clusters Score -8834004 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -8834396.000000 Penalty: 5341.617676
	Iteration 13Q: 3 clusters Score -8834396 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -8834533.000000 Penalty: 5341.617676
	Iteration 14Q: 3 clusters Score -8834533 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -8834654.000000 Penalty: 5341.617676
	Iteration 15Q: 3 clusters Score -8834654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -8834713.000000 Penalty: 5341.617676
	Iteration 16Q: 3 clusters Score -8834713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -8834739.000000 Penalty: 5341.617676
	Iteration 17Q: 3 clusters Score -8834739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -8834754.000000 Penalty: 5341.617676
	Iteration 18Q: 3 clusters Score -8834754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -8834765.000000 Penalty: 5341.617676
	Iteration 19Q: 3 clusters Score -8834765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -8834765.000000 Penalty: 5341.617676
	Iteration 20F: 3 clusters Score -8834765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -8834787.000000 Penalty: 5341.617676
	Iteration 21Q: 3 clusters Score -8834787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -8834796.000000 Penalty: 5341.617676
	Iteration 22Q: 3 clusters Score -8834796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -8834800.000000 Penalty: 5341.617676
	Iteration 23Q: 3 clusters Score -8834800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -8834808.000000 Penalty: 5341.617676
	Iteration 24Q: 3 clusters Score -8834808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -8834802.000000 Penalty: 5341.617676
	Iteration 25Q: 3 clusters Score -8834802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -8834816.000000 Penalty: 5341.617676
	Iteration 26Q: 3 clusters Score -8834816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -8834813.000000 Penalty: 5341.617676
	Iteration 27Q: 3 clusters Score -8834813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -8834819.000000 Penalty: 5341.617676
	Iteration 28Q: 3 clusters Score -8834819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -8834822.000000 Penalty: 5341.617676
	Iteration 29Q: 3 clusters Score -8834822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -8834820.000000 Penalty: 5341.617676
	Iteration 30Q: 3 clusters Score -8834820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -8834813.000000 Penalty: 5341.617676
	Iteration 31Q: 3 clusters Score -8834813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -8834813.000000 Penalty: 5341.617676
	Iteration 32F: 3 clusters Score -8834813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Entering Unmasked Estep 
Score: -4597612.000000 Penalty: 2509.242432
	Iteration 0F: 2 clusters Score -4597612 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 12393 members 
Entering Unmasked Estep 
Score: -4580409.500000 Penalty: 5018.484863
	Iteration 0F: 3 clusters Score -4580410 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4586505.000000 Penalty: 5018.484863
	Iteration 1F: 3 clusters Score -4586505 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -4587121.500000 Penalty: 5018.484863
	Iteration 2F: 3 clusters Score -4587122 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4587766.000000 Penalty: 5018.484863
	Iteration 3Q: 3 clusters Score -4587766 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -4588480.500000 Penalty: 5018.484863
	Iteration 4Q: 3 clusters Score -4588480 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -4589250.000000 Penalty: 5018.484863
	Iteration 5Q: 3 clusters Score -4589250 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4589954.000000 Penalty: 5018.484863
	Iteration 6F: 3 clusters Score -4589954 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -4590761.500000 Penalty: 5018.484863
	Iteration 7F: 3 clusters Score -4590762 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -4591731.000000 Penalty: 5018.484863
	Iteration 8F: 3 clusters Score -4591731 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -4592932.500000 Penalty: 5018.484863
	Iteration 9F: 3 clusters Score -4592932 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -4594147.000000 Penalty: 5018.484863
	Iteration 10F: 3 clusters Score -4594147 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4594932.000000 Penalty: 5018.484863
	Iteration 11Q: 3 clusters Score -4594932 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -4595364.000000 Penalty: 5018.484863
	Iteration 12Q: 3 clusters Score -4595364 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -4595576.000000 Penalty: 5018.484863
	Iteration 13Q: 3 clusters Score -4595576 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4595649.000000 Penalty: 5018.484863
	Iteration 14Q: 3 clusters Score -4595649 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4595717.000000 Penalty: 5018.484863
	Iteration 15Q: 3 clusters Score -4595717 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -4595740.000000 Penalty: 5018.484863
	Iteration 16Q: 3 clusters Score -4595740 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -4595775.500000 Penalty: 5018.484863
	Iteration 17Q: 3 clusters Score -4595776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -4595791.500000 Penalty: 5018.484863
	Iteration 18Q: 3 clusters Score -4595792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -4595804.000000 Penalty: 5018.484863
	Iteration 19Q: 3 clusters Score -4595804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4595808.000000 Penalty: 5018.484863
	Iteration 20F: 3 clusters Score -4595808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -4595818.000000 Penalty: 5018.484863
	Iteration 21Q: 3 clusters Score -4595818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4595826.500000 Penalty: 5018.484863
	Iteration 22Q: 3 clusters Score -4595826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -4595837.500000 Penalty: 5018.484863
	Iteration 23Q: 3 clusters Score -4595838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -4595841.000000 Penalty: 5018.484863
	Iteration 24Q: 3 clusters Score -4595841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -4595843.500000 Penalty: 5018.484863
	Iteration 25Q: 3 clusters Score -4595844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -4595840.000000 Penalty: 5018.484863
	Iteration 26Q: 3 clusters Score -4595840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4595838.000000 Penalty: 5018.484863
	Iteration 27Q: 3 clusters Score -4595838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -4595841.500000 Penalty: 5018.484863
	Iteration 28Q: 3 clusters Score -4595842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -4595837.500000 Penalty: 5018.484863
	Iteration 29Q: 3 clusters Score -4595838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -4595832.500000 Penalty: 5018.484863
	Iteration 30Q: 3 clusters Score -4595832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -4595837.000000 Penalty: 5018.484863
	Iteration 31Q: 3 clusters Score -4595837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -4595843.000000 Penalty: 5018.484863
	Iteration 32Q: 3 clusters Score -4595843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -4595846.000000 Penalty: 5018.484863
	Iteration 33Q: 3 clusters Score -4595846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -4595853.500000 Penalty: 5018.484863
	Iteration 34Q: 3 clusters Score -4595854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -4595855.500000 Penalty: 5018.484863
	Iteration 35Q: 3 clusters Score -4595856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4595855.500000 Penalty: 5018.484863
	Iteration 36Q: 3 clusters Score -4595856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -4595848.000000 Penalty: 5018.484863
	Iteration 37Q: 3 clusters Score -4595848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -4595847.000000 Penalty: 5018.484863
	Iteration 38Q: 3 clusters Score -4595847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4595842.000000 Penalty: 5018.484863
	Iteration 39Q: 3 clusters Score -4595842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -4595844.000000 Penalty: 5018.484863
	Iteration 40F: 3 clusters Score -4595844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -4595847.500000 Penalty: 5018.484863
	Iteration 41Q: 3 clusters Score -4595848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4595847.000000 Penalty: 5018.484863
	Iteration 42Q: 3 clusters Score -4595847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4595853.000000 Penalty: 5018.484863
	Iteration 43Q: 3 clusters Score -4595853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -4595850.000000 Penalty: 5018.484863
	Iteration 44Q: 3 clusters Score -4595850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -4595853.500000 Penalty: 5018.484863
	Iteration 45Q: 3 clusters Score -4595854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -4595853.000000 Penalty: 5018.484863
	Iteration 46Q: 3 clusters Score -4595853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4595858.500000 Penalty: 5018.484863
	Iteration 47Q: 3 clusters Score -4595858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -4595861.000000 Penalty: 5018.484863
	Iteration 48Q: 3 clusters Score -4595861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -4595860.500000 Penalty: 5018.484863
	Iteration 49Q: 3 clusters Score -4595860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -4595859.000000 Penalty: 5018.484863
	Iteration 50Q: 3 clusters Score -4595859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -4595860.000000 Penalty: 5018.484863
	Iteration 51Q: 3 clusters Score -4595860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -4595864.000000 Penalty: 5018.484863
	Iteration 52Q: 3 clusters Score -4595864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -4595862.000000 Penalty: 5018.484863
	Iteration 53Q: 3 clusters Score -4595862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -4595861.000000 Penalty: 5018.484863
	Iteration 54Q: 3 clusters Score -4595861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -4595864.000000 Penalty: 5018.484863
	Iteration 55Q: 3 clusters Score -4595864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -4595869.000000 Penalty: 5018.484863
	Iteration 56Q: 3 clusters Score -4595869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -4595865.000000 Penalty: 5018.484863
	Iteration 57Q: 3 clusters Score -4595865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -4595862.000000 Penalty: 5018.484863
	Iteration 58Q: 3 clusters Score -4595862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -4595863.500000 Penalty: 5018.484863
	Iteration 59Q: 3 clusters Score -4595864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -4595866.000000 Penalty: 5018.484863
	Iteration 60F: 3 clusters Score -4595866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4595865.500000 Penalty: 5018.484863
	Iteration 61Q: 3 clusters Score -4595866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -4595862.500000 Penalty: 5018.484863
	Iteration 62Q: 3 clusters Score -4595862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -4595865.000000 Penalty: 5018.484863
	Iteration 63Q: 3 clusters Score -4595865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -4595865.500000 Penalty: 5018.484863
	Iteration 64Q: 3 clusters Score -4595866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -4595874.500000 Penalty: 5018.484863
	Iteration 65Q: 3 clusters Score -4595874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -4595875.500000 Penalty: 5018.484863
	Iteration 66Q: 3 clusters Score -4595876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -4595870.500000 Penalty: 5018.484863
	Iteration 67Q: 3 clusters Score -4595870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -4595876.000000 Penalty: 5018.484863
	Iteration 68Q: 3 clusters Score -4595876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4595861.000000 Penalty: 5018.484863
	Iteration 69Q: 3 clusters Score -4595861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -4595867.500000 Penalty: 5018.484863
	Iteration 70Q: 3 clusters Score -4595868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -4595865.500000 Penalty: 5018.484863
	Iteration 71Q: 3 clusters Score -4595866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -4595865.000000 Penalty: 5018.484863
	Iteration 72Q: 3 clusters Score -4595865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -4595868.000000 Penalty: 5018.484863
	Iteration 73Q: 3 clusters Score -4595868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -4595859.500000 Penalty: 5018.484863
	Iteration 74Q: 3 clusters Score -4595860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4595860.500000 Penalty: 5018.484863
	Iteration 75Q: 3 clusters Score -4595860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -4595858.000000 Penalty: 5018.484863
	Iteration 76Q: 3 clusters Score -4595858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -4595855.500000 Penalty: 5018.484863
	Iteration 77Q: 3 clusters Score -4595856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4595859.000000 Penalty: 5018.484863
	Iteration 78Q: 3 clusters Score -4595859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -4595857.000000 Penalty: 5018.484863
	Iteration 79Q: 3 clusters Score -4595857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4595852.500000 Penalty: 5018.484863
	Iteration 80F: 3 clusters Score -4595852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -4595856.500000 Penalty: 5018.484863
	Iteration 81Q: 3 clusters Score -4595856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -4595852.500000 Penalty: 5018.484863
	Iteration 82Q: 3 clusters Score -4595852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -4595854.500000 Penalty: 5018.484863
	Iteration 83Q: 3 clusters Score -4595854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -4595854.500000 Penalty: 5018.484863
	Iteration 84Q: 3 clusters Score -4595854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -4595857.000000 Penalty: 5018.484863
	Iteration 85Q: 3 clusters Score -4595857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4595859.000000 Penalty: 5018.484863
	Iteration 86Q: 3 clusters Score -4595859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4595859.000000 Penalty: 5018.484863
	Iteration 87F: 3 clusters Score -4595859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -142425.171875 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -142425.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -140635.031250 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -140635 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -141114.859375 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -141114.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -141386.687500 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -141386.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -141629.968750 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -141630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -141866.875000 Penalty: 3325.389648
	Iteration 4F: 3 clusters Score -141866.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -142000.546875 Penalty: 3325.389648
	Iteration 5F: 3 clusters Score -142000.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142093.796875 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -142093.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -142199.843750 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -142199.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -142352.812500 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -142352.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -142411.921875 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -142411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -142437.046875 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -142437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -142448.593750 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -142448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -142450.437500 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -142450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -142450.437500 Penalty: 3325.389648
	Iteration 13F: 3 clusters Score -142450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 31243 members 
Mstep: Class 4 contains 43180 members 
Mstep: Class 5 contains 46878 members 
Mstep: Class 6 contains 30989 members 
Mstep: Class 7 contains 42927 members 
Mstep: Class 8 contains 46159 members 
Mstep: Class 9 contains 43886 members 
Mstep: Class 10 contains 45346 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 46428 members 
Mstep: Class 13 contains 48973 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25244 members 
Mstep: Class 16 contains 40909 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47543 members 
Mstep: Class 19 contains 24783 members 
Mstep: Class 20 contains 228 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 588 members 
Entering Unmasked Estep 
Score: -106662664.000000 Penalty: 82330.929688
Splitting cluster 20 changes total score from -106664624.000000 to -106662664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -20293.675781 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -20293.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19199.546875 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -19199.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19370.564453 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -19370.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19412.056641 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -19412.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19447.863281 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -19447.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19464.984375 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -19464.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19477.542969 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -19477.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19484.449219 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -19484.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19493.646484 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -19493.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19503.970703 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -19503.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19521.408203 Penalty: 2774.976807
	Iteration 9Q: 3 clusters Score -19521.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19529.363281 Penalty: 2774.976807
	Iteration 10Q: 3 clusters Score -19529.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19540.785156 Penalty: 2774.976807
	Iteration 11Q: 3 clusters Score -19540.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19553.880859 Penalty: 2774.976807
	Iteration 12Q: 3 clusters Score -19553.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19574.730469 Penalty: 2774.976807
	Iteration 13Q: 3 clusters Score -19574.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19583.984375 Penalty: 2774.976807
	Iteration 14Q: 3 clusters Score -19583.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19597.359375 Penalty: 2774.976807
	Iteration 15Q: 3 clusters Score -19597.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19604.158203 Penalty: 2774.976807
	Iteration 16Q: 3 clusters Score -19604.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19606.474609 Penalty: 2774.976807
	Iteration 17Q: 3 clusters Score -19606.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19617.076172 Penalty: 2774.976807
	Iteration 18Q: 3 clusters Score -19617.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19656.367188 Penalty: 2774.976807
	Iteration 19Q: 3 clusters Score -19656.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19680.128906 Penalty: 2774.976807
	Iteration 20F: 3 clusters Score -19680.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19688.662109 Penalty: 2774.976807
	Iteration 21Q: 3 clusters Score -19688.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19688.662109 Penalty: 2774.976807
	Iteration 22F: 3 clusters Score -19688.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -93055.632812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -93055.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91480.546875 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91480.55 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91926.640625 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91926.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92069.585938 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -92069.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92183.054688 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -92183.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92254.132812 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -92254.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92313.562500 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -92313.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92449.250000 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -92449.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -92603.585938 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -92603.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92703.718750 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -92703.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -92785.734375 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -92785.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92878.546875 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -92878.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92940.710938 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -92940.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92995.382812 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -92995.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93040.921875 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -93040.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93070.546875 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -93070.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93090.039062 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -93090.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93120.968750 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -93120.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93141.960938 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -93141.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93164.929688 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -93164.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93172.085938 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -93172.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93218.703125 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -93218.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93298.367188 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -93298.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93362.906250 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -93362.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -93399.781250 Penalty: 3220.151123
	Iteration 23Q: 3 clusters Score -93399.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93421.968750 Penalty: 3220.151123
	Iteration 24Q: 3 clusters Score -93421.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93447.500000 Penalty: 3220.151123
	Iteration 25Q: 3 clusters Score -93447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93458.531250 Penalty: 3220.151123
	Iteration 26Q: 3 clusters Score -93458.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -93461.062500 Penalty: 3220.151123
	Iteration 27Q: 3 clusters Score -93461.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93462.429688 Penalty: 3220.151123
	Iteration 28Q: 3 clusters Score -93462.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93462.429688 Penalty: 3220.151123
	Iteration 29F: 3 clusters Score -93462.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 31243 members 
Mstep: Class 4 contains 43180 members 
Mstep: Class 5 contains 46878 members 
Mstep: Class 6 contains 30989 members 
Mstep: Class 7 contains 42927 members 
Mstep: Class 8 contains 46159 members 
Mstep: Class 9 contains 43886 members 
Mstep: Class 10 contains 45346 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 46428 members 
Mstep: Class 13 contains 48973 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25244 members 
Mstep: Class 16 contains 40909 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47543 members 
Mstep: Class 19 contains 24783 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 314 members 
Entering Unmasked Estep 
Score: -106663024.000000 Penalty: 82330.929688
Splitting cluster 22 changes total score from -106664624.000000 to -106663024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -51192.710938 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -51192.71 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 241 members 
Entering Unmasked Estep 
Score: -49798.082031 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -49798.08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50095.539062 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -50095.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50199.859375 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -50199.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50294.203125 Penalty: 3066.314209
	Iteration 3F: 3 clusters Score -50294.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50336.152344 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -50336.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50357.929688 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -50357.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50381.816406 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -50381.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50407.230469 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -50407.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50414.195312 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -50414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50416.843750 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -50416.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50416.843750 Penalty: 3066.314209
	Iteration 10F: 3 clusters Score -50416.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -87896.523438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -87896.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86381.578125 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -86381.58 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86928.710938 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -86928.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87169.171875 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -87169.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87313.015625 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -87313.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87417.882812 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -87417.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -87476.109375 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -87476.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -87509.726562 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -87509.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87538.164062 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -87538.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87561.031250 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -87561.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87570.375000 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -87570.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87581.179688 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -87581.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87584.171875 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -87584.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87584.484375 Penalty: 3229.825684
	Iteration 12F: 3 clusters Score -87584.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87593.601562 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -87593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87603.250000 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -87603.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87603.250000 Penalty: 3229.825684
	Iteration 15F: 3 clusters Score -87603.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 31243 members 
Mstep: Class 4 contains 43180 members 
Mstep: Class 5 contains 46878 members 
Mstep: Class 6 contains 30989 members 
Mstep: Class 7 contains 42927 members 
Mstep: Class 8 contains 46159 members 
Mstep: Class 9 contains 43886 members 
Mstep: Class 10 contains 45346 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 46428 members 
Mstep: Class 13 contains 48973 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25244 members 
Mstep: Class 16 contains 40909 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47543 members 
Mstep: Class 19 contains 24783 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664336.000000 Penalty: 79037.695312
Iteration 199Q: 25 clusters Score -1.066643e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5524 members 
Mstep: Class 3 contains 31358 members 
Mstep: Class 4 contains 43158 members 
Mstep: Class 5 contains 46849 members 
Mstep: Class 6 contains 31082 members 
Mstep: Class 7 contains 42895 members 
Mstep: Class 8 contains 46115 members 
Mstep: Class 9 contains 43861 members 
Mstep: Class 10 contains 45364 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 46470 members 
Mstep: Class 13 contains 49049 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25233 members 
Mstep: Class 16 contains 40889 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47587 members 
Mstep: Class 19 contains 24611 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664192.000000 Penalty: 79037.695312
Iteration 200F: 25 clusters Score -1.066642e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 31455 members 
Mstep: Class 4 contains 43131 members 
Mstep: Class 5 contains 46852 members 
Mstep: Class 6 contains 31205 members 
Mstep: Class 7 contains 42838 members 
Mstep: Class 8 contains 46062 members 
Mstep: Class 9 contains 43871 members 
Mstep: Class 10 contains 45375 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 46482 members 
Mstep: Class 13 contains 49058 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25226 members 
Mstep: Class 16 contains 40880 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 47630 members 
Mstep: Class 19 contains 24462 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664064.000000 Penalty: 79037.695312
Iteration 201Q: 25 clusters Score -1.066641e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 31570 members 
Mstep: Class 4 contains 43132 members 
Mstep: Class 5 contains 46850 members 
Mstep: Class 6 contains 31318 members 
Mstep: Class 7 contains 42798 members 
Mstep: Class 8 contains 46026 members 
Mstep: Class 9 contains 43871 members 
Mstep: Class 10 contains 45403 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 46521 members 
Mstep: Class 13 contains 49023 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25212 members 
Mstep: Class 16 contains 40898 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47611 members 
Mstep: Class 19 contains 24314 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664144.000000 Penalty: 79037.695312
Iteration 202Q: 25 clusters Score -1.066641e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 31685 members 
Mstep: Class 4 contains 43108 members 
Mstep: Class 5 contains 46849 members 
Mstep: Class 6 contains 31434 members 
Mstep: Class 7 contains 42788 members 
Mstep: Class 8 contains 45987 members 
Mstep: Class 9 contains 43914 members 
Mstep: Class 10 contains 45410 members 
Mstep: Class 11 contains 7674 members 
Mstep: Class 12 contains 46534 members 
Mstep: Class 13 contains 48975 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25195 members 
Mstep: Class 16 contains 40915 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47615 members 
Mstep: Class 19 contains 24150 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664192.000000 Penalty: 79037.695312
Iteration 203Q: 25 clusters Score -1.066642e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 31807 members 
Mstep: Class 4 contains 43066 members 
Mstep: Class 5 contains 46825 members 
Mstep: Class 6 contains 31577 members 
Mstep: Class 7 contains 42761 members 
Mstep: Class 8 contains 45946 members 
Mstep: Class 9 contains 43932 members 
Mstep: Class 10 contains 45428 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 46556 members 
Mstep: Class 13 contains 48960 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25174 members 
Mstep: Class 16 contains 40920 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47618 members 
Mstep: Class 19 contains 24002 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664248.000000 Penalty: 79037.695312
Iteration 204Q: 25 clusters Score -1.066642e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 31934 members 
Mstep: Class 4 contains 43034 members 
Mstep: Class 5 contains 46801 members 
Mstep: Class 6 contains 31728 members 
Mstep: Class 7 contains 42758 members 
Mstep: Class 8 contains 45934 members 
Mstep: Class 9 contains 43942 members 
Mstep: Class 10 contains 45460 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 46560 members 
Mstep: Class 13 contains 48925 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25154 members 
Mstep: Class 16 contains 40929 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 47608 members 
Mstep: Class 19 contains 23836 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664256.000000 Penalty: 79037.695312
Iteration 205Q: 25 clusters Score -1.066643e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5387 members 
Mstep: Class 3 contains 32050 members 
Mstep: Class 4 contains 42994 members 
Mstep: Class 5 contains 46783 members 
Mstep: Class 6 contains 31891 members 
Mstep: Class 7 contains 42725 members 
Mstep: Class 8 contains 45911 members 
Mstep: Class 9 contains 43977 members 
Mstep: Class 10 contains 45491 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 46563 members 
Mstep: Class 13 contains 48893 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25138 members 
Mstep: Class 16 contains 40925 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47614 members 
Mstep: Class 19 contains 23673 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664688.000000 Penalty: 79037.695312
Iteration 206Q: 25 clusters Score -1.066647e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5375 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 42962 members 
Mstep: Class 5 contains 46753 members 
Mstep: Class 6 contains 32065 members 
Mstep: Class 7 contains 42687 members 
Mstep: Class 8 contains 45874 members 
Mstep: Class 9 contains 44050 members 
Mstep: Class 10 contains 45536 members 
Mstep: Class 11 contains 7693 members 
Mstep: Class 12 contains 46539 members 
Mstep: Class 13 contains 48840 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25122 members 
Mstep: Class 16 contains 40936 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47637 members 
Mstep: Class 19 contains 23489 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664928.000000 Penalty: 79037.695312
Iteration 207Q: 25 clusters Score -1.066649e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5376 members 
Mstep: Class 3 contains 32215 members 
Mstep: Class 4 contains 42921 members 
Mstep: Class 5 contains 46738 members 
Mstep: Class 6 contains 32228 members 
Mstep: Class 7 contains 42659 members 
Mstep: Class 8 contains 45820 members 
Mstep: Class 9 contains 44105 members 
Mstep: Class 10 contains 45575 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 46513 members 
Mstep: Class 13 contains 48841 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25115 members 
Mstep: Class 16 contains 40930 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47669 members 
Mstep: Class 19 contains 23308 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664776.000000 Penalty: 79037.695312
Iteration 208Q: 25 clusters Score -1.066648e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 32290 members 
Mstep: Class 4 contains 42873 members 
Mstep: Class 5 contains 46733 members 
Mstep: Class 6 contains 32366 members 
Mstep: Class 7 contains 42664 members 
Mstep: Class 8 contains 45741 members 
Mstep: Class 9 contains 44142 members 
Mstep: Class 10 contains 45655 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 46503 members 
Mstep: Class 13 contains 48873 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25099 members 
Mstep: Class 16 contains 40901 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47641 members 
Mstep: Class 19 contains 23165 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664952.000000 Penalty: 79037.695312
Iteration 209Q: 25 clusters Score -1.06665e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 32365 members 
Mstep: Class 4 contains 42847 members 
Mstep: Class 5 contains 46742 members 
Mstep: Class 6 contains 32527 members 
Mstep: Class 7 contains 42667 members 
Mstep: Class 8 contains 45625 members 
Mstep: Class 9 contains 44186 members 
Mstep: Class 10 contains 45702 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 46435 members 
Mstep: Class 13 contains 48930 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25077 members 
Mstep: Class 16 contains 40890 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47670 members 
Mstep: Class 19 contains 23003 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665080.000000 Penalty: 79037.695312
Iteration 210Q: 25 clusters Score -1.066651e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5312 members 
Mstep: Class 3 contains 32415 members 
Mstep: Class 4 contains 42819 members 
Mstep: Class 5 contains 46690 members 
Mstep: Class 6 contains 32718 members 
Mstep: Class 7 contains 42657 members 
Mstep: Class 8 contains 45585 members 
Mstep: Class 9 contains 44242 members 
Mstep: Class 10 contains 45719 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 46389 members 
Mstep: Class 13 contains 48892 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25079 members 
Mstep: Class 16 contains 40963 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47690 members 
Mstep: Class 19 contains 22839 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665320.000000 Penalty: 79037.695312
Iteration 211Q: 25 clusters Score -1.066653e+08 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5294 members 
Mstep: Class 3 contains 32476 members 
Mstep: Class 4 contains 42777 members 
Mstep: Class 5 contains 46624 members 
Mstep: Class 6 contains 32902 members 
Mstep: Class 7 contains 42635 members 
Mstep: Class 8 contains 45582 members 
Mstep: Class 9 contains 44308 members 
Mstep: Class 10 contains 45754 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 46377 members 
Mstep: Class 13 contains 48851 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25076 members 
Mstep: Class 16 contains 40994 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47675 members 
Mstep: Class 19 contains 22684 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665576.000000 Penalty: 79037.695312
Iteration 212Q: 25 clusters Score -1.066656e+08 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 32522 members 
Mstep: Class 4 contains 42747 members 
Mstep: Class 5 contains 46594 members 
Mstep: Class 6 contains 33071 members 
Mstep: Class 7 contains 42615 members 
Mstep: Class 8 contains 45568 members 
Mstep: Class 9 contains 44352 members 
Mstep: Class 10 contains 45805 members 
Mstep: Class 11 contains 7700 members 
Mstep: Class 12 contains 46339 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25064 members 
Mstep: Class 16 contains 40971 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47686 members 
Mstep: Class 19 contains 22534 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665632.000000 Penalty: 79037.695312
Iteration 213Q: 25 clusters Score -1.066656e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5250 members 
Mstep: Class 3 contains 32553 members 
Mstep: Class 4 contains 42732 members 
Mstep: Class 5 contains 46544 members 
Mstep: Class 6 contains 33239 members 
Mstep: Class 7 contains 42615 members 
Mstep: Class 8 contains 45514 members 
Mstep: Class 9 contains 44396 members 
Mstep: Class 10 contains 45852 members 
Mstep: Class 11 contains 7705 members 
Mstep: Class 12 contains 46328 members 
Mstep: Class 13 contains 48863 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25053 members 
Mstep: Class 16 contains 40980 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47727 members 
Mstep: Class 19 contains 22355 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665688.000000 Penalty: 79037.695312
Iteration 214Q: 25 clusters Score -1.066657e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 32589 members 
Mstep: Class 4 contains 42716 members 
Mstep: Class 5 contains 46537 members 
Mstep: Class 6 contains 33383 members 
Mstep: Class 7 contains 42603 members 
Mstep: Class 8 contains 45497 members 
Mstep: Class 9 contains 44433 members 
Mstep: Class 10 contains 45878 members 
Mstep: Class 11 contains 7706 members 
Mstep: Class 12 contains 46334 members 
Mstep: Class 13 contains 48865 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25045 members 
Mstep: Class 16 contains 40943 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47750 members 
Mstep: Class 19 contains 22193 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665736.000000 Penalty: 79037.695312
Iteration 215Q: 25 clusters Score -1.066657e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5218 members 
Mstep: Class 3 contains 32633 members 
Mstep: Class 4 contains 42696 members 
Mstep: Class 5 contains 46533 members 
Mstep: Class 6 contains 33552 members 
Mstep: Class 7 contains 42623 members 
Mstep: Class 8 contains 45503 members 
Mstep: Class 9 contains 44473 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 7709 members 
Mstep: Class 12 contains 46358 members 
Mstep: Class 13 contains 48855 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25045 members 
Mstep: Class 16 contains 40883 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47743 members 
Mstep: Class 19 contains 22015 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665728.000000 Penalty: 79037.695312
Iteration 216Q: 25 clusters Score -1.066657e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5214 members 
Mstep: Class 3 contains 32663 members 
Mstep: Class 4 contains 42670 members 
Mstep: Class 5 contains 46548 members 
Mstep: Class 6 contains 33713 members 
Mstep: Class 7 contains 42611 members 
Mstep: Class 8 contains 45452 members 
Mstep: Class 9 contains 44514 members 
Mstep: Class 10 contains 45874 members 
Mstep: Class 11 contains 7715 members 
Mstep: Class 12 contains 46316 members 
Mstep: Class 13 contains 48881 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25036 members 
Mstep: Class 16 contains 40902 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47745 members 
Mstep: Class 19 contains 21852 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665784.000000 Penalty: 79037.695312
Iteration 217Q: 25 clusters Score -1.066658e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 32701 members 
Mstep: Class 4 contains 42644 members 
Mstep: Class 5 contains 46535 members 
Mstep: Class 6 contains 33872 members 
Mstep: Class 7 contains 42621 members 
Mstep: Class 8 contains 45397 members 
Mstep: Class 9 contains 44544 members 
Mstep: Class 10 contains 45862 members 
Mstep: Class 11 contains 7719 members 
Mstep: Class 12 contains 46265 members 
Mstep: Class 13 contains 48907 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25023 members 
Mstep: Class 16 contains 40962 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47749 members 
Mstep: Class 19 contains 21700 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665808.000000 Penalty: 79037.695312
Iteration 218Q: 25 clusters Score -1.066658e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 32755 members 
Mstep: Class 4 contains 42617 members 
Mstep: Class 5 contains 46535 members 
Mstep: Class 6 contains 34028 members 
Mstep: Class 7 contains 42647 members 
Mstep: Class 8 contains 45315 members 
Mstep: Class 9 contains 44533 members 
Mstep: Class 10 contains 45823 members 
Mstep: Class 11 contains 7727 members 
Mstep: Class 12 contains 46231 members 
Mstep: Class 13 contains 48981 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 25003 members 
Mstep: Class 16 contains 40993 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47782 members 
Mstep: Class 19 contains 21542 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665744.000000 Penalty: 79037.695312
Iteration 219Q: 25 clusters Score -1.066657e+08 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 32833 members 
Mstep: Class 4 contains 42592 members 
Mstep: Class 5 contains 46543 members 
Mstep: Class 6 contains 34166 members 
Mstep: Class 7 contains 42681 members 
Mstep: Class 8 contains 45322 members 
Mstep: Class 9 contains 44518 members 
Mstep: Class 10 contains 45800 members 
Mstep: Class 11 contains 7730 members 
Mstep: Class 12 contains 46185 members 
Mstep: Class 13 contains 49012 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24983 members 
Mstep: Class 16 contains 41005 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47784 members 
Mstep: Class 19 contains 21373 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666136.000000 Penalty: 79037.695312
Iteration 220F: 25 clusters Score -1.066661e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 32912 members 
Mstep: Class 4 contains 42563 members 
Mstep: Class 5 contains 46570 members 
Mstep: Class 6 contains 34314 members 
Mstep: Class 7 contains 42646 members 
Mstep: Class 8 contains 45259 members 
Mstep: Class 9 contains 44505 members 
Mstep: Class 10 contains 45792 members 
Mstep: Class 11 contains 7739 members 
Mstep: Class 12 contains 46204 members 
Mstep: Class 13 contains 49013 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24973 members 
Mstep: Class 16 contains 41047 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47800 members 
Mstep: Class 19 contains 21201 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666160.000000 Penalty: 79037.695312
Iteration 221Q: 25 clusters Score -1.066662e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 32970 members 
Mstep: Class 4 contains 42528 members 
Mstep: Class 5 contains 46580 members 
Mstep: Class 6 contains 34485 members 
Mstep: Class 7 contains 42657 members 
Mstep: Class 8 contains 45191 members 
Mstep: Class 9 contains 44504 members 
Mstep: Class 10 contains 45768 members 
Mstep: Class 11 contains 7745 members 
Mstep: Class 12 contains 46233 members 
Mstep: Class 13 contains 49000 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24958 members 
Mstep: Class 16 contains 41099 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47786 members 
Mstep: Class 19 contains 21027 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665896.000000 Penalty: 79037.695312
Iteration 222Q: 25 clusters Score -1.066659e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 33042 members 
Mstep: Class 4 contains 42507 members 
Mstep: Class 5 contains 46616 members 
Mstep: Class 6 contains 34647 members 
Mstep: Class 7 contains 42635 members 
Mstep: Class 8 contains 45151 members 
Mstep: Class 9 contains 44478 members 
Mstep: Class 10 contains 45766 members 
Mstep: Class 11 contains 7751 members 
Mstep: Class 12 contains 46272 members 
Mstep: Class 13 contains 48883 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24942 members 
Mstep: Class 16 contains 41185 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47788 members 
Mstep: Class 19 contains 20865 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666096.000000 Penalty: 79037.695312
Iteration 223Q: 25 clusters Score -1.066661e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5182 members 
Mstep: Class 3 contains 33121 members 
Mstep: Class 4 contains 42482 members 
Mstep: Class 5 contains 46648 members 
Mstep: Class 6 contains 34807 members 
Mstep: Class 7 contains 42614 members 
Mstep: Class 8 contains 45153 members 
Mstep: Class 9 contains 44431 members 
Mstep: Class 10 contains 45748 members 
Mstep: Class 11 contains 7767 members 
Mstep: Class 12 contains 46311 members 
Mstep: Class 13 contains 48785 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24914 members 
Mstep: Class 16 contains 41221 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47815 members 
Mstep: Class 19 contains 20710 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666632.000000 Penalty: 79037.695312
Iteration 224Q: 25 clusters Score -1.066666e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 33179 members 
Mstep: Class 4 contains 42462 members 
Mstep: Class 5 contains 46699 members 
Mstep: Class 6 contains 34971 members 
Mstep: Class 7 contains 42593 members 
Mstep: Class 8 contains 45111 members 
Mstep: Class 9 contains 44381 members 
Mstep: Class 10 contains 45724 members 
Mstep: Class 11 contains 7781 members 
Mstep: Class 12 contains 46378 members 
Mstep: Class 13 contains 48708 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24908 members 
Mstep: Class 16 contains 41272 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47791 members 
Mstep: Class 19 contains 20578 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666920.000000 Penalty: 79037.695312
Iteration 225Q: 25 clusters Score -1.066669e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5170 members 
Mstep: Class 3 contains 33236 members 
Mstep: Class 4 contains 42440 members 
Mstep: Class 5 contains 46750 members 
Mstep: Class 6 contains 35158 members 
Mstep: Class 7 contains 42613 members 
Mstep: Class 8 contains 45049 members 
Mstep: Class 9 contains 44349 members 
Mstep: Class 10 contains 45695 members 
Mstep: Class 11 contains 7795 members 
Mstep: Class 12 contains 46399 members 
Mstep: Class 13 contains 48640 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24889 members 
Mstep: Class 16 contains 41316 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47747 members 
Mstep: Class 19 contains 20462 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666968.000000 Penalty: 79037.695312
Iteration 226Q: 25 clusters Score -1.06667e+08 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5153 members 
Mstep: Class 3 contains 33313 members 
Mstep: Class 4 contains 42419 members 
Mstep: Class 5 contains 46783 members 
Mstep: Class 6 contains 35350 members 
Mstep: Class 7 contains 42613 members 
Mstep: Class 8 contains 44997 members 
Mstep: Class 9 contains 44314 members 
Mstep: Class 10 contains 45641 members 
Mstep: Class 11 contains 7805 members 
Mstep: Class 12 contains 46447 members 
Mstep: Class 13 contains 48576 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24886 members 
Mstep: Class 16 contains 41368 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47696 members 
Mstep: Class 19 contains 20347 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666784.000000 Penalty: 79037.695312
Iteration 227Q: 25 clusters Score -1.066668e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 33342 members 
Mstep: Class 4 contains 42404 members 
Mstep: Class 5 contains 46826 members 
Mstep: Class 6 contains 35534 members 
Mstep: Class 7 contains 42605 members 
Mstep: Class 8 contains 45008 members 
Mstep: Class 9 contains 44271 members 
Mstep: Class 10 contains 45566 members 
Mstep: Class 11 contains 7813 members 
Mstep: Class 12 contains 46468 members 
Mstep: Class 13 contains 48566 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24874 members 
Mstep: Class 16 contains 41402 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47662 members 
Mstep: Class 19 contains 20229 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667184.000000 Penalty: 79037.695312
Iteration 228Q: 25 clusters Score -1.066672e+08 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5126 members 
Mstep: Class 3 contains 33375 members 
Mstep: Class 4 contains 42406 members 
Mstep: Class 5 contains 46852 members 
Mstep: Class 6 contains 35702 members 
Mstep: Class 7 contains 42609 members 
Mstep: Class 8 contains 44989 members 
Mstep: Class 9 contains 44231 members 
Mstep: Class 10 contains 45523 members 
Mstep: Class 11 contains 7818 members 
Mstep: Class 12 contains 46490 members 
Mstep: Class 13 contains 48565 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24867 members 
Mstep: Class 16 contains 41443 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47612 members 
Mstep: Class 19 contains 20101 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667384.000000 Penalty: 79037.695312
Iteration 229Q: 25 clusters Score -1.066674e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5125 members 
Mstep: Class 3 contains 33437 members 
Mstep: Class 4 contains 42384 members 
Mstep: Class 5 contains 46872 members 
Mstep: Class 6 contains 35898 members 
Mstep: Class 7 contains 42587 members 
Mstep: Class 8 contains 44969 members 
Mstep: Class 9 contains 44189 members 
Mstep: Class 10 contains 45455 members 
Mstep: Class 11 contains 7826 members 
Mstep: Class 12 contains 46517 members 
Mstep: Class 13 contains 48458 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24866 members 
Mstep: Class 16 contains 41551 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 47596 members 
Mstep: Class 19 contains 19979 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667352.000000 Penalty: 79037.695312
Iteration 230Q: 25 clusters Score -1.066674e+08 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 33501 members 
Mstep: Class 4 contains 42365 members 
Mstep: Class 5 contains 46863 members 
Mstep: Class 6 contains 36093 members 
Mstep: Class 7 contains 42595 members 
Mstep: Class 8 contains 44955 members 
Mstep: Class 9 contains 44160 members 
Mstep: Class 10 contains 45439 members 
Mstep: Class 11 contains 7829 members 
Mstep: Class 12 contains 46561 members 
Mstep: Class 13 contains 48337 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24848 members 
Mstep: Class 16 contains 41632 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47576 members 
Mstep: Class 19 contains 19847 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667472.000000 Penalty: 79037.695312
Iteration 231Q: 25 clusters Score -1.066675e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 33554 members 
Mstep: Class 4 contains 42337 members 
Mstep: Class 5 contains 46836 members 
Mstep: Class 6 contains 36325 members 
Mstep: Class 7 contains 42591 members 
Mstep: Class 8 contains 44975 members 
Mstep: Class 9 contains 44149 members 
Mstep: Class 10 contains 45381 members 
Mstep: Class 11 contains 7827 members 
Mstep: Class 12 contains 46570 members 
Mstep: Class 13 contains 48205 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24835 members 
Mstep: Class 16 contains 41729 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47558 members 
Mstep: Class 19 contains 19737 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667736.000000 Penalty: 79037.695312
Iteration 232Q: 25 clusters Score -1.066677e+08 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5098 members 
Mstep: Class 3 contains 33601 members 
Mstep: Class 4 contains 42318 members 
Mstep: Class 5 contains 46799 members 
Mstep: Class 6 contains 36555 members 
Mstep: Class 7 contains 42586 members 
Mstep: Class 8 contains 44976 members 
Mstep: Class 9 contains 44097 members 
Mstep: Class 10 contains 45364 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 46541 members 
Mstep: Class 13 contains 48162 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24824 members 
Mstep: Class 16 contains 41812 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47539 members 
Mstep: Class 19 contains 19609 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667960.000000 Penalty: 79037.695312
Iteration 233Q: 25 clusters Score -1.06668e+08 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 33652 members 
Mstep: Class 4 contains 42301 members 
Mstep: Class 5 contains 46766 members 
Mstep: Class 6 contains 36804 members 
Mstep: Class 7 contains 42524 members 
Mstep: Class 8 contains 45017 members 
Mstep: Class 9 contains 44052 members 
Mstep: Class 10 contains 45339 members 
Mstep: Class 11 contains 7839 members 
Mstep: Class 12 contains 46492 members 
Mstep: Class 13 contains 48144 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24813 members 
Mstep: Class 16 contains 41870 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47520 members 
Mstep: Class 19 contains 19470 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668200.000000 Penalty: 79037.695312
Iteration 234Q: 25 clusters Score -1.066682e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 33689 members 
Mstep: Class 4 contains 42265 members 
Mstep: Class 5 contains 46736 members 
Mstep: Class 6 contains 37048 members 
Mstep: Class 7 contains 42480 members 
Mstep: Class 8 contains 45015 members 
Mstep: Class 9 contains 44043 members 
Mstep: Class 10 contains 45309 members 
Mstep: Class 11 contains 7854 members 
Mstep: Class 12 contains 46467 members 
Mstep: Class 13 contains 48123 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24799 members 
Mstep: Class 16 contains 41935 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47495 members 
Mstep: Class 19 contains 19335 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668640.000000 Penalty: 79037.695312
Iteration 235Q: 25 clusters Score -1.066686e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5111 members 
Mstep: Class 3 contains 33712 members 
Mstep: Class 4 contains 42241 members 
Mstep: Class 5 contains 46695 members 
Mstep: Class 6 contains 37309 members 
Mstep: Class 7 contains 42454 members 
Mstep: Class 8 contains 45032 members 
Mstep: Class 9 contains 44031 members 
Mstep: Class 10 contains 45281 members 
Mstep: Class 11 contains 7870 members 
Mstep: Class 12 contains 46435 members 
Mstep: Class 13 contains 48079 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24792 members 
Mstep: Class 16 contains 41979 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47486 members 
Mstep: Class 19 contains 19201 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669128.000000 Penalty: 79037.695312
Iteration 236Q: 25 clusters Score -1.066691e+08 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5113 members 
Mstep: Class 3 contains 33750 members 
Mstep: Class 4 contains 42228 members 
Mstep: Class 5 contains 46609 members 
Mstep: Class 6 contains 37591 members 
Mstep: Class 7 contains 42426 members 
Mstep: Class 8 contains 45100 members 
Mstep: Class 9 contains 43998 members 
Mstep: Class 10 contains 45249 members 
Mstep: Class 11 contains 7883 members 
Mstep: Class 12 contains 46434 members 
Mstep: Class 13 contains 47999 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24770 members 
Mstep: Class 16 contains 42036 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47430 members 
Mstep: Class 19 contains 19091 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669552.000000 Penalty: 79037.695312
Iteration 237Q: 25 clusters Score -1.066696e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 33755 members 
Mstep: Class 4 contains 42199 members 
Mstep: Class 5 contains 46536 members 
Mstep: Class 6 contains 37838 members 
Mstep: Class 7 contains 42402 members 
Mstep: Class 8 contains 45125 members 
Mstep: Class 9 contains 43980 members 
Mstep: Class 10 contains 45216 members 
Mstep: Class 11 contains 7901 members 
Mstep: Class 12 contains 46433 members 
Mstep: Class 13 contains 47962 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24750 members 
Mstep: Class 16 contains 42124 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47386 members 
Mstep: Class 19 contains 18982 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669728.000000 Penalty: 79037.695312
Iteration 238Q: 25 clusters Score -1.066697e+08 nChanged 2860
Entering ConstructFrom: 
Score: -106669728.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (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: -406112.437500 Penalty: 1927.329224
	Iteration 0F: 2 clusters Score -406112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -403329.500000 Penalty: 3854.658447
	Iteration 0F: 3 clusters Score -403329.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -404143.093750 Penalty: 3854.658447
	Iteration 1F: 3 clusters Score -404143.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -404511.968750 Penalty: 3854.658447
	Iteration 2F: 3 clusters Score -404512 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -404775.218750 Penalty: 3854.658447
	Iteration 3F: 3 clusters Score -404775.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -405012.437500 Penalty: 3854.658447
	Iteration 4F: 3 clusters Score -405012.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -405153.093750 Penalty: 3854.658447
	Iteration 5Q: 3 clusters Score -405153.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -405261.968750 Penalty: 3854.658447
	Iteration 6Q: 3 clusters Score -405262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -405342.968750 Penalty: 3854.658447
	Iteration 7Q: 3 clusters Score -405343 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -405438.812500 Penalty: 3854.658447
	Iteration 8Q: 3 clusters Score -405438.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -405546.500000 Penalty: 3854.658447
	Iteration 9Q: 3 clusters Score -405546.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -405647.625000 Penalty: 3854.658447
	Iteration 10Q: 3 clusters Score -405647.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -405728.968750 Penalty: 3854.658447
	Iteration 11Q: 3 clusters Score -405729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -405816.593750 Penalty: 3854.658447
	Iteration 12Q: 3 clusters Score -405816.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -405874.375000 Penalty: 3854.658447
	Iteration 13Q: 3 clusters Score -405874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -405884.625000 Penalty: 3854.658447
	Iteration 14Q: 3 clusters Score -405884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -405889.343750 Penalty: 3854.658447
	Iteration 15Q: 3 clusters Score -405889.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -405891.281250 Penalty: 3854.658447
	Iteration 16Q: 3 clusters Score -405891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -405892.875000 Penalty: 3854.658447
	Iteration 17Q: 3 clusters Score -405892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -405893.062500 Penalty: 3854.658447
	Iteration 18Q: 3 clusters Score -405893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -405894.187500 Penalty: 3854.658447
	Iteration 19F: 3 clusters Score -405894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -405902.062500 Penalty: 3854.658447
	Iteration 20F: 3 clusters Score -405902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -405908.937500 Penalty: 3854.658447
	Iteration 21Q: 3 clusters Score -405908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -405927.250000 Penalty: 3854.658447
	Iteration 22Q: 3 clusters Score -405927.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -405950.500000 Penalty: 3854.658447
	Iteration 23Q: 3 clusters Score -405950.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -405957.250000 Penalty: 3854.658447
	Iteration 24Q: 3 clusters Score -405957.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -405965.000000 Penalty: 3854.658447
	Iteration 25Q: 3 clusters Score -405965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -405973.812500 Penalty: 3854.658447
	Iteration 26Q: 3 clusters Score -405973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -405974.062500 Penalty: 3854.658447
	Iteration 27Q: 3 clusters Score -405974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -405974.812500 Penalty: 3854.658447
	Iteration 28F: 3 clusters Score -405974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -405979.312500 Penalty: 3854.658447
	Iteration 29Q: 3 clusters Score -405979.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -405981.906250 Penalty: 3854.658447
	Iteration 30Q: 3 clusters Score -405981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -405982.062500 Penalty: 3854.658447
	Iteration 31Q: 3 clusters Score -405982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -405984.718750 Penalty: 3854.658447
	Iteration 32Q: 3 clusters Score -405984.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -405987.218750 Penalty: 3854.658447
	Iteration 33Q: 3 clusters Score -405987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -405987.625000 Penalty: 3854.658447
	Iteration 34Q: 3 clusters Score -405987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -405988.187500 Penalty: 3854.658447
	Iteration 35Q: 3 clusters Score -405988.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -405988.187500 Penalty: 3854.658447
	Iteration 36F: 3 clusters Score -405988.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Entering Unmasked Estep 
Score: -944365.812500 Penalty: 2118.339355
	Iteration 0F: 2 clusters Score -944365.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -939769.312500 Penalty: 4236.678711
	Iteration 0F: 3 clusters Score -939769.3 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -940835.875000 Penalty: 4236.678711
	Iteration 1F: 3 clusters Score -940835.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -941061.187500 Penalty: 4236.678711
	Iteration 2F: 3 clusters Score -941061.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -941196.437500 Penalty: 4236.678711
	Iteration 3Q: 3 clusters Score -941196.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -941293.562500 Penalty: 4236.678711
	Iteration 4Q: 3 clusters Score -941293.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -941364.062500 Penalty: 4236.678711
	Iteration 5Q: 3 clusters Score -941364.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -941409.000000 Penalty: 4236.678711
	Iteration 6Q: 3 clusters Score -941409 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -941447.375000 Penalty: 4236.678711
	Iteration 7Q: 3 clusters Score -941447.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -941474.562500 Penalty: 4236.678711
	Iteration 8Q: 3 clusters Score -941474.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -941495.750000 Penalty: 4236.678711
	Iteration 9Q: 3 clusters Score -941495.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -941511.812500 Penalty: 4236.678711
	Iteration 10Q: 3 clusters Score -941511.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -941526.562500 Penalty: 4236.678711
	Iteration 11Q: 3 clusters Score -941526.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -941541.812500 Penalty: 4236.678711
	Iteration 12Q: 3 clusters Score -941541.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -941558.875000 Penalty: 4236.678711
	Iteration 13Q: 3 clusters Score -941558.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -941580.562500 Penalty: 4236.678711
	Iteration 14Q: 3 clusters Score -941580.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -941602.937500 Penalty: 4236.678711
	Iteration 15Q: 3 clusters Score -941602.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -941616.437500 Penalty: 4236.678711
	Iteration 16Q: 3 clusters Score -941616.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -941630.937500 Penalty: 4236.678711
	Iteration 17Q: 3 clusters Score -941630.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -941643.062500 Penalty: 4236.678711
	Iteration 18Q: 3 clusters Score -941643.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -941654.562500 Penalty: 4236.678711
	Iteration 19Q: 3 clusters Score -941654.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -941665.875000 Penalty: 4236.678711
	Iteration 20F: 3 clusters Score -941665.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -941681.062500 Penalty: 4236.678711
	Iteration 21Q: 3 clusters Score -941681.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -941695.125000 Penalty: 4236.678711
	Iteration 22Q: 3 clusters Score -941695.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -941709.687500 Penalty: 4236.678711
	Iteration 23Q: 3 clusters Score -941709.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -941719.687500 Penalty: 4236.678711
	Iteration 24Q: 3 clusters Score -941719.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -941733.125000 Penalty: 4236.678711
	Iteration 25Q: 3 clusters Score -941733.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -941746.562500 Penalty: 4236.678711
	Iteration 26Q: 3 clusters Score -941746.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -941758.750000 Penalty: 4236.678711
	Iteration 27Q: 3 clusters Score -941758.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -941770.625000 Penalty: 4236.678711
	Iteration 28Q: 3 clusters Score -941770.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -941787.875000 Penalty: 4236.678711
	Iteration 29Q: 3 clusters Score -941787.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -941805.875000 Penalty: 4236.678711
	Iteration 30Q: 3 clusters Score -941805.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -941824.750000 Penalty: 4236.678711
	Iteration 31Q: 3 clusters Score -941824.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -941844.000000 Penalty: 4236.678711
	Iteration 32Q: 3 clusters Score -941844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -941866.125000 Penalty: 4236.678711
	Iteration 33Q: 3 clusters Score -941866.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -941894.687500 Penalty: 4236.678711
	Iteration 34Q: 3 clusters Score -941894.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -941930.875000 Penalty: 4236.678711
	Iteration 35Q: 3 clusters Score -941930.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -941969.312500 Penalty: 4236.678711
	Iteration 36Q: 3 clusters Score -941969.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -942008.062500 Penalty: 4236.678711
	Iteration 37Q: 3 clusters Score -942008.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -942052.562500 Penalty: 4236.678711
	Iteration 38Q: 3 clusters Score -942052.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -942088.562500 Penalty: 4236.678711
	Iteration 39Q: 3 clusters Score -942088.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -942132.125000 Penalty: 4236.678711
	Iteration 40F: 3 clusters Score -942132.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -942166.125000 Penalty: 4236.678711
	Iteration 41Q: 3 clusters Score -942166.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -942200.000000 Penalty: 4236.678711
	Iteration 42Q: 3 clusters Score -942200 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -942237.625000 Penalty: 4236.678711
	Iteration 43Q: 3 clusters Score -942237.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -942267.187500 Penalty: 4236.678711
	Iteration 44Q: 3 clusters Score -942267.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -942292.937500 Penalty: 4236.678711
	Iteration 45Q: 3 clusters Score -942292.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -942316.437500 Penalty: 4236.678711
	Iteration 46Q: 3 clusters Score -942316.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -942338.437500 Penalty: 4236.678711
	Iteration 47Q: 3 clusters Score -942338.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -942358.812500 Penalty: 4236.678711
	Iteration 48Q: 3 clusters Score -942358.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -942377.812500 Penalty: 4236.678711
	Iteration 49Q: 3 clusters Score -942377.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -942390.312500 Penalty: 4236.678711
	Iteration 50Q: 3 clusters Score -942390.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -942405.125000 Penalty: 4236.678711
	Iteration 51Q: 3 clusters Score -942405.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -942414.312500 Penalty: 4236.678711
	Iteration 52Q: 3 clusters Score -942414.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -942423.437500 Penalty: 4236.678711
	Iteration 53Q: 3 clusters Score -942423.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -942432.375000 Penalty: 4236.678711
	Iteration 54Q: 3 clusters Score -942432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -942436.375000 Penalty: 4236.678711
	Iteration 55Q: 3 clusters Score -942436.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -942443.750000 Penalty: 4236.678711
	Iteration 56Q: 3 clusters Score -942443.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -942450.375000 Penalty: 4236.678711
	Iteration 57Q: 3 clusters Score -942450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -942454.625000 Penalty: 4236.678711
	Iteration 58Q: 3 clusters Score -942454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -942457.000000 Penalty: 4236.678711
	Iteration 59Q: 3 clusters Score -942457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -942458.562500 Penalty: 4236.678711
	Iteration 60F: 3 clusters Score -942458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -942459.187500 Penalty: 4236.678711
	Iteration 61Q: 3 clusters Score -942459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -942458.937500 Penalty: 4236.678711
	Iteration 62Q: 3 clusters Score -942458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -942458.937500 Penalty: 4236.678711
	Iteration 63F: 3 clusters Score -942458.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Entering Unmasked Estep 
Score: -6245570.500000 Penalty: 2585.962646
	Iteration 0F: 2 clusters Score -6245570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -6222709.500000 Penalty: 5171.925293
	Iteration 0F: 3 clusters Score -6222710 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -6231038.000000 Penalty: 5171.925293
	Iteration 1F: 3 clusters Score -6231038 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -6231388.500000 Penalty: 5171.925293
	Iteration 2Q: 3 clusters Score -6231388 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -6231688.500000 Penalty: 5171.925293
	Iteration 3Q: 3 clusters Score -6231688 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -6231960.500000 Penalty: 5171.925293
	Iteration 4Q: 3 clusters Score -6231960 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -6232243.000000 Penalty: 5171.925293
	Iteration 5Q: 3 clusters Score -6232243 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -6232524.500000 Penalty: 5171.925293
	Iteration 6Q: 3 clusters Score -6232524 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -6232849.500000 Penalty: 5171.925293
	Iteration 7Q: 3 clusters Score -6232850 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -6233223.500000 Penalty: 5171.925293
	Iteration 8Q: 3 clusters Score -6233224 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -6233763.000000 Penalty: 5171.925293
	Iteration 9Q: 3 clusters Score -6233763 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -6234377.000000 Penalty: 5171.925293
	Iteration 10Q: 3 clusters Score -6234377 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -6235256.000000 Penalty: 5171.925293
	Iteration 11Q: 3 clusters Score -6235256 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -6236450.500000 Penalty: 5171.925293
	Iteration 12F: 3 clusters Score -6236450 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -6238006.000000 Penalty: 5171.925293
	Iteration 13F: 3 clusters Score -6238006 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -6239477.000000 Penalty: 5171.925293
	Iteration 14F: 3 clusters Score -6239477 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -6240340.000000 Penalty: 5171.925293
	Iteration 15Q: 3 clusters Score -6240340 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -6240803.000000 Penalty: 5171.925293
	Iteration 16Q: 3 clusters Score -6240803 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -6241126.500000 Penalty: 5171.925293
	Iteration 17Q: 3 clusters Score -6241126 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -6241341.500000 Penalty: 5171.925293
	Iteration 18Q: 3 clusters Score -6241342 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -6241541.000000 Penalty: 5171.925293
	Iteration 19Q: 3 clusters Score -6241541 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -6241694.000000 Penalty: 5171.925293
	Iteration 20F: 3 clusters Score -6241694 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -6241871.000000 Penalty: 5171.925293
	Iteration 21Q: 3 clusters Score -6241871 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -6241992.000000 Penalty: 5171.925293
	Iteration 22Q: 3 clusters Score -6241992 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -6242115.500000 Penalty: 5171.925293
	Iteration 23Q: 3 clusters Score -6242116 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -6242228.000000 Penalty: 5171.925293
	Iteration 24Q: 3 clusters Score -6242228 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -6242287.000000 Penalty: 5171.925293
	Iteration 25Q: 3 clusters Score -6242287 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -6242352.000000 Penalty: 5171.925293
	Iteration 26Q: 3 clusters Score -6242352 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -6242407.000000 Penalty: 5171.925293
	Iteration 27Q: 3 clusters Score -6242407 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -6242449.500000 Penalty: 5171.925293
	Iteration 28Q: 3 clusters Score -6242450 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -6242488.500000 Penalty: 5171.925293
	Iteration 29Q: 3 clusters Score -6242488 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -6242539.000000 Penalty: 5171.925293
	Iteration 30Q: 3 clusters Score -6242539 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -6242589.000000 Penalty: 5171.925293
	Iteration 31Q: 3 clusters Score -6242589 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -6242630.500000 Penalty: 5171.925293
	Iteration 32Q: 3 clusters Score -6242630 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -6242651.000000 Penalty: 5171.925293
	Iteration 33Q: 3 clusters Score -6242651 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -6242692.000000 Penalty: 5171.925293
	Iteration 34Q: 3 clusters Score -6242692 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -6242723.000000 Penalty: 5171.925293
	Iteration 35Q: 3 clusters Score -6242723 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -6242768.000000 Penalty: 5171.925293
	Iteration 36Q: 3 clusters Score -6242768 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -6242789.000000 Penalty: 5171.925293
	Iteration 37Q: 3 clusters Score -6242789 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -6242790.500000 Penalty: 5171.925293
	Iteration 38Q: 3 clusters Score -6242790 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -6242834.000000 Penalty: 5171.925293
	Iteration 39Q: 3 clusters Score -6242834 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -6242850.000000 Penalty: 5171.925293
	Iteration 40F: 3 clusters Score -6242850 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -6242894.500000 Penalty: 5171.925293
	Iteration 41Q: 3 clusters Score -6242894 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -6242905.000000 Penalty: 5171.925293
	Iteration 42Q: 3 clusters Score -6242905 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -6242924.500000 Penalty: 5171.925293
	Iteration 43Q: 3 clusters Score -6242924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -6242935.000000 Penalty: 5171.925293
	Iteration 44Q: 3 clusters Score -6242935 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -6242965.500000 Penalty: 5171.925293
	Iteration 45Q: 3 clusters Score -6242966 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -6242990.500000 Penalty: 5171.925293
	Iteration 46Q: 3 clusters Score -6242990 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -6243010.500000 Penalty: 5171.925293
	Iteration 47Q: 3 clusters Score -6243010 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -6243025.000000 Penalty: 5171.925293
	Iteration 48Q: 3 clusters Score -6243025 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -6243033.000000 Penalty: 5171.925293
	Iteration 49Q: 3 clusters Score -6243033 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -6243056.500000 Penalty: 5171.925293
	Iteration 50Q: 3 clusters Score -6243056 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -6243076.500000 Penalty: 5171.925293
	Iteration 51Q: 3 clusters Score -6243076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -6243087.000000 Penalty: 5171.925293
	Iteration 52Q: 3 clusters Score -6243087 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -6243116.500000 Penalty: 5171.925293
	Iteration 53Q: 3 clusters Score -6243116 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -6243148.500000 Penalty: 5171.925293
	Iteration 54Q: 3 clusters Score -6243148 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -6243178.500000 Penalty: 5171.925293
	Iteration 55Q: 3 clusters Score -6243178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -6243186.000000 Penalty: 5171.925293
	Iteration 56Q: 3 clusters Score -6243186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -6243199.500000 Penalty: 5171.925293
	Iteration 57Q: 3 clusters Score -6243200 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -6243235.500000 Penalty: 5171.925293
	Iteration 58Q: 3 clusters Score -6243236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -6243242.500000 Penalty: 5171.925293
	Iteration 59Q: 3 clusters Score -6243242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -6243253.500000 Penalty: 5171.925293
	Iteration 60F: 3 clusters Score -6243254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -6243266.000000 Penalty: 5171.925293
	Iteration 61Q: 3 clusters Score -6243266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -6243265.500000 Penalty: 5171.925293
	Iteration 62Q: 3 clusters Score -6243266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -6243293.000000 Penalty: 5171.925293
	Iteration 63Q: 3 clusters Score -6243293 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -6243315.000000 Penalty: 5171.925293
	Iteration 64Q: 3 clusters Score -6243315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -6243337.000000 Penalty: 5171.925293
	Iteration 65Q: 3 clusters Score -6243337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -6243340.500000 Penalty: 5171.925293
	Iteration 66Q: 3 clusters Score -6243340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -6243359.000000 Penalty: 5171.925293
	Iteration 67Q: 3 clusters Score -6243359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -6243354.500000 Penalty: 5171.925293
	Iteration 68Q: 3 clusters Score -6243354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -6243368.000000 Penalty: 5171.925293
	Iteration 69Q: 3 clusters Score -6243368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -6243370.000000 Penalty: 5171.925293
	Iteration 70Q: 3 clusters Score -6243370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -6243379.500000 Penalty: 5171.925293
	Iteration 71Q: 3 clusters Score -6243380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -6243401.500000 Penalty: 5171.925293
	Iteration 72Q: 3 clusters Score -6243402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -6243428.500000 Penalty: 5171.925293
	Iteration 73Q: 3 clusters Score -6243428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -6243424.500000 Penalty: 5171.925293
	Iteration 74Q: 3 clusters Score -6243424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -6243447.000000 Penalty: 5171.925293
	Iteration 75Q: 3 clusters Score -6243447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -6243455.500000 Penalty: 5171.925293
	Iteration 76Q: 3 clusters Score -6243456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -6243452.000000 Penalty: 5171.925293
	Iteration 77Q: 3 clusters Score -6243452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -6243454.500000 Penalty: 5171.925293
	Iteration 78Q: 3 clusters Score -6243454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -6243454.500000 Penalty: 5171.925293
	Iteration 79Q: 3 clusters Score -6243454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -6243457.000000 Penalty: 5171.925293
	Iteration 80F: 3 clusters Score -6243457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -6243460.500000 Penalty: 5171.925293
	Iteration 81Q: 3 clusters Score -6243460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -6243467.500000 Penalty: 5171.925293
	Iteration 82Q: 3 clusters Score -6243468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -6243466.000000 Penalty: 5171.925293
	Iteration 83Q: 3 clusters Score -6243466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -6243462.500000 Penalty: 5171.925293
	Iteration 84Q: 3 clusters Score -6243462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -6243478.000000 Penalty: 5171.925293
	Iteration 85Q: 3 clusters Score -6243478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -6243476.000000 Penalty: 5171.925293
	Iteration 86Q: 3 clusters Score -6243476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -6243484.000000 Penalty: 5171.925293
	Iteration 87Q: 3 clusters Score -6243484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -6243492.000000 Penalty: 5171.925293
	Iteration 88Q: 3 clusters Score -6243492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -6243492.000000 Penalty: 5171.925293
	Iteration 89Q: 3 clusters Score -6243492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -6243488.000000 Penalty: 5171.925293
	Iteration 90Q: 3 clusters Score -6243488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -6243494.500000 Penalty: 5171.925293
	Iteration 91Q: 3 clusters Score -6243494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -6243486.000000 Penalty: 5171.925293
	Iteration 92Q: 3 clusters Score -6243486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -6243503.000000 Penalty: 5171.925293
	Iteration 93Q: 3 clusters Score -6243503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -6243498.500000 Penalty: 5171.925293
	Iteration 94Q: 3 clusters Score -6243498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -6243493.500000 Penalty: 5171.925293
	Iteration 95Q: 3 clusters Score -6243494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -6243499.500000 Penalty: 5171.925293
	Iteration 96Q: 3 clusters Score -6243500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -6243491.000000 Penalty: 5171.925293
	Iteration 97Q: 3 clusters Score -6243491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -6243493.500000 Penalty: 5171.925293
	Iteration 98Q: 3 clusters Score -6243494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -6243499.000000 Penalty: 5171.925293
	Iteration 99Q: 3 clusters Score -6243499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -6243502.000000 Penalty: 5171.925293
	Iteration 100F: 3 clusters Score -6243502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Entering Unmasked Estep 
Score: -7754230.000000 Penalty: 2641.096436
	Iteration 0F: 2 clusters Score -7754230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -7725943.000000 Penalty: 5282.192871
	Iteration 0F: 3 clusters Score -7725943 nChanged 19362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -7736566.000000 Penalty: 5282.192871
	Iteration 1F: 3 clusters Score -7736566 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -7737042.500000 Penalty: 5282.192871
	Iteration 2Q: 3 clusters Score -7737042 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -7737525.500000 Penalty: 5282.192871
	Iteration 3Q: 3 clusters Score -7737526 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -7738145.000000 Penalty: 5282.192871
	Iteration 4Q: 3 clusters Score -7738145 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -7739135.000000 Penalty: 5282.192871
	Iteration 5Q: 3 clusters Score -7739135 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -7740761.000000 Penalty: 5282.192871
	Iteration 6F: 3 clusters Score -7740761 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -7743243.500000 Penalty: 5282.192871
	Iteration 7F: 3 clusters Score -7743244 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -7746334.500000 Penalty: 5282.192871
	Iteration 8F: 3 clusters Score -7746334 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -7749098.000000 Penalty: 5282.192871
	Iteration 9F: 3 clusters Score -7749098 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -7750791.500000 Penalty: 5282.192871
	Iteration 10Q: 3 clusters Score -7750792 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -7751481.500000 Penalty: 5282.192871
	Iteration 11Q: 3 clusters Score -7751482 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -7751714.500000 Penalty: 5282.192871
	Iteration 12Q: 3 clusters Score -7751714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -7751798.000000 Penalty: 5282.192871
	Iteration 13Q: 3 clusters Score -7751798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -7751827.000000 Penalty: 5282.192871
	Iteration 14Q: 3 clusters Score -7751827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -7751851.000000 Penalty: 5282.192871
	Iteration 15Q: 3 clusters Score -7751851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -7751866.500000 Penalty: 5282.192871
	Iteration 16Q: 3 clusters Score -7751866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -7751872.500000 Penalty: 5282.192871
	Iteration 17Q: 3 clusters Score -7751872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -7751881.500000 Penalty: 5282.192871
	Iteration 18Q: 3 clusters Score -7751882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -7751885.000000 Penalty: 5282.192871
	Iteration 19Q: 3 clusters Score -7751885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -7751882.500000 Penalty: 5282.192871
	Iteration 20F: 3 clusters Score -7751882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Entering Unmasked Estep 
Score: -8669113.000000 Penalty: 2665.371338
	Iteration 0F: 2 clusters Score -8669113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -8639769.000000 Penalty: 5330.742676
	Iteration 0F: 3 clusters Score -8639769 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -8651518.000000 Penalty: 5330.742676
	Iteration 1F: 3 clusters Score -8651518 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -8652273.000000 Penalty: 5330.742676
	Iteration 2Q: 3 clusters Score -8652273 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -8653320.000000 Penalty: 5330.742676
	Iteration 3F: 3 clusters Score -8653320 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -8655090.000000 Penalty: 5330.742676
	Iteration 4F: 3 clusters Score -8655090 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -8657619.000000 Penalty: 5330.742676
	Iteration 5F: 3 clusters Score -8657619 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -8660951.000000 Penalty: 5330.742676
	Iteration 6F: 3 clusters Score -8660951 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -8664149.000000 Penalty: 5330.742676
	Iteration 7F: 3 clusters Score -8664149 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -8665742.000000 Penalty: 5330.742676
	Iteration 8Q: 3 clusters Score -8665742 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -8666370.000000 Penalty: 5330.742676
	Iteration 9Q: 3 clusters Score -8666370 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8666675.000000 Penalty: 5330.742676
	Iteration 10Q: 3 clusters Score -8666675 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -8666788.000000 Penalty: 5330.742676
	Iteration 11Q: 3 clusters Score -8666788 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -8666835.000000 Penalty: 5330.742676
	Iteration 12Q: 3 clusters Score -8666835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -8666889.000000 Penalty: 5330.742676
	Iteration 13Q: 3 clusters Score -8666889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -8666907.000000 Penalty: 5330.742676
	Iteration 14Q: 3 clusters Score -8666907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -8666941.000000 Penalty: 5330.742676
	Iteration 15Q: 3 clusters Score -8666941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -8666928.000000 Penalty: 5330.742676
	Iteration 16Q: 3 clusters Score -8666928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8666933.000000 Penalty: 5330.742676
	Iteration 17Q: 3 clusters Score -8666933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8666932.000000 Penalty: 5330.742676
	Iteration 18Q: 3 clusters Score -8666932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8666930.000000 Penalty: 5330.742676
	Iteration 19Q: 3 clusters Score -8666930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8666933.000000 Penalty: 5330.742676
	Iteration 20F: 3 clusters Score -8666933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -8666942.000000 Penalty: 5330.742676
	Iteration 21Q: 3 clusters Score -8666942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -8666942.000000 Penalty: 5330.742676
	Iteration 22F: 3 clusters Score -8666942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Entering Unmasked Estep 
Score: -7052676.000000 Penalty: 2615.583740
	Iteration 0F: 2 clusters Score -7052676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -7027060.000000 Penalty: 5231.167480
	Iteration 0F: 3 clusters Score -7027060 nChanged 17418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -7036777.000000 Penalty: 5231.167480
	Iteration 1F: 3 clusters Score -7036777 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -7037726.500000 Penalty: 5231.167480
	Iteration 2F: 3 clusters Score -7037726 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -7038926.000000 Penalty: 5231.167480
	Iteration 3F: 3 clusters Score -7038926 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -7040374.500000 Penalty: 5231.167480
	Iteration 4F: 3 clusters Score -7040374 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -7042119.500000 Penalty: 5231.167480
	Iteration 5F: 3 clusters Score -7042120 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -7044155.500000 Penalty: 5231.167480
	Iteration 6F: 3 clusters Score -7044156 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -7046497.000000 Penalty: 5231.167480
	Iteration 7F: 3 clusters Score -7046497 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -7048351.500000 Penalty: 5231.167480
	Iteration 8F: 3 clusters Score -7048352 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -7049417.000000 Penalty: 5231.167480
	Iteration 9Q: 3 clusters Score -7049417 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -7049919.000000 Penalty: 5231.167480
	Iteration 10Q: 3 clusters Score -7049919 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -7050225.500000 Penalty: 5231.167480
	Iteration 11Q: 3 clusters Score -7050226 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -7050413.500000 Penalty: 5231.167480
	Iteration 12Q: 3 clusters Score -7050414 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -7050580.000000 Penalty: 5231.167480
	Iteration 13Q: 3 clusters Score -7050580 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -7050740.500000 Penalty: 5231.167480
	Iteration 14Q: 3 clusters Score -7050740 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -7050816.500000 Penalty: 5231.167480
	Iteration 15Q: 3 clusters Score -7050816 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -7050911.000000 Penalty: 5231.167480
	Iteration 16Q: 3 clusters Score -7050911 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -7050950.500000 Penalty: 5231.167480
	Iteration 17Q: 3 clusters Score -7050950 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -7051034.500000 Penalty: 5231.167480
	Iteration 18Q: 3 clusters Score -7051034 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -7051088.500000 Penalty: 5231.167480
	Iteration 19Q: 3 clusters Score -7051088 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -7051128.000000 Penalty: 5231.167480
	Iteration 20F: 3 clusters Score -7051128 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -7051163.500000 Penalty: 5231.167480
	Iteration 21Q: 3 clusters Score -7051164 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -7051184.000000 Penalty: 5231.167480
	Iteration 22Q: 3 clusters Score -7051184 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -7051229.000000 Penalty: 5231.167480
	Iteration 23Q: 3 clusters Score -7051229 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -7051259.000000 Penalty: 5231.167480
	Iteration 24Q: 3 clusters Score -7051259 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -7051272.500000 Penalty: 5231.167480
	Iteration 25Q: 3 clusters Score -7051272 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -7051304.000000 Penalty: 5231.167480
	Iteration 26Q: 3 clusters Score -7051304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -7051327.000000 Penalty: 5231.167480
	Iteration 27Q: 3 clusters Score -7051327 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -7051343.500000 Penalty: 5231.167480
	Iteration 28Q: 3 clusters Score -7051344 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -7051380.000000 Penalty: 5231.167480
	Iteration 29Q: 3 clusters Score -7051380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -7051382.000000 Penalty: 5231.167480
	Iteration 30Q: 3 clusters Score -7051382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -7051384.500000 Penalty: 5231.167480
	Iteration 31Q: 3 clusters Score -7051384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -7051404.000000 Penalty: 5231.167480
	Iteration 32Q: 3 clusters Score -7051404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -7051406.500000 Penalty: 5231.167480
	Iteration 33Q: 3 clusters Score -7051406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -7051415.500000 Penalty: 5231.167480
	Iteration 34Q: 3 clusters Score -7051416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -7051420.500000 Penalty: 5231.167480
	Iteration 35Q: 3 clusters Score -7051420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -7051444.000000 Penalty: 5231.167480
	Iteration 36Q: 3 clusters Score -7051444 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -7051452.500000 Penalty: 5231.167480
	Iteration 37Q: 3 clusters Score -7051452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -7051476.500000 Penalty: 5231.167480
	Iteration 38Q: 3 clusters Score -7051476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -7051467.500000 Penalty: 5231.167480
	Iteration 39Q: 3 clusters Score -7051468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -7051489.500000 Penalty: 5231.167480
	Iteration 40F: 3 clusters Score -7051490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -7051496.500000 Penalty: 5231.167480
	Iteration 41Q: 3 clusters Score -7051496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -7051512.500000 Penalty: 5231.167480
	Iteration 42Q: 3 clusters Score -7051512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -7051511.500000 Penalty: 5231.167480
	Iteration 43Q: 3 clusters Score -7051512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -7051523.000000 Penalty: 5231.167480
	Iteration 44Q: 3 clusters Score -7051523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -7051508.500000 Penalty: 5231.167480
	Iteration 45Q: 3 clusters Score -7051508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -7051516.500000 Penalty: 5231.167480
	Iteration 46Q: 3 clusters Score -7051516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -7051509.000000 Penalty: 5231.167480
	Iteration 47Q: 3 clusters Score -7051509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -7051515.500000 Penalty: 5231.167480
	Iteration 48Q: 3 clusters Score -7051516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -7051522.000000 Penalty: 5231.167480
	Iteration 49Q: 3 clusters Score -7051522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -7051531.000000 Penalty: 5231.167480
	Iteration 50Q: 3 clusters Score -7051531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -7051524.500000 Penalty: 5231.167480
	Iteration 51Q: 3 clusters Score -7051524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -7051537.500000 Penalty: 5231.167480
	Iteration 52Q: 3 clusters Score -7051538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -7051542.000000 Penalty: 5231.167480
	Iteration 53Q: 3 clusters Score -7051542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -7051535.500000 Penalty: 5231.167480
	Iteration 54Q: 3 clusters Score -7051536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -7051533.500000 Penalty: 5231.167480
	Iteration 55Q: 3 clusters Score -7051534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -7051532.000000 Penalty: 5231.167480
	Iteration 56Q: 3 clusters Score -7051532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -7051543.000000 Penalty: 5231.167480
	Iteration 57Q: 3 clusters Score -7051543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -7051544.000000 Penalty: 5231.167480
	Iteration 58Q: 3 clusters Score -7051544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -7051536.000000 Penalty: 5231.167480
	Iteration 59Q: 3 clusters Score -7051536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -7051527.500000 Penalty: 5231.167480
	Iteration 60F: 3 clusters Score -7051528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -7051531.000000 Penalty: 5231.167480
	Iteration 61Q: 3 clusters Score -7051531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -7051539.500000 Penalty: 5231.167480
	Iteration 62Q: 3 clusters Score -7051540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -7051556.000000 Penalty: 5231.167480
	Iteration 63Q: 3 clusters Score -7051556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -7051556.500000 Penalty: 5231.167480
	Iteration 64Q: 3 clusters Score -7051556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -7051561.500000 Penalty: 5231.167480
	Iteration 65Q: 3 clusters Score -7051562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7051557.000000 Penalty: 5231.167480
	Iteration 66Q: 3 clusters Score -7051557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -7051566.500000 Penalty: 5231.167480
	Iteration 67Q: 3 clusters Score -7051566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -7051569.500000 Penalty: 5231.167480
	Iteration 68Q: 3 clusters Score -7051570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -7051568.500000 Penalty: 5231.167480
	Iteration 69Q: 3 clusters Score -7051568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -7051564.500000 Penalty: 5231.167480
	Iteration 70Q: 3 clusters Score -7051564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -7051578.000000 Penalty: 5231.167480
	Iteration 71Q: 3 clusters Score -7051578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -7051582.000000 Penalty: 5231.167480
	Iteration 72Q: 3 clusters Score -7051582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -7051581.500000 Penalty: 5231.167480
	Iteration 73Q: 3 clusters Score -7051582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -7051589.000000 Penalty: 5231.167480
	Iteration 74Q: 3 clusters Score -7051589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -7051593.000000 Penalty: 5231.167480
	Iteration 75Q: 3 clusters Score -7051593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -7051605.500000 Penalty: 5231.167480
	Iteration 76Q: 3 clusters Score -7051606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -7051595.500000 Penalty: 5231.167480
	Iteration 77Q: 3 clusters Score -7051596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -7051601.000000 Penalty: 5231.167480
	Iteration 78Q: 3 clusters Score -7051601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7051606.000000 Penalty: 5231.167480
	Iteration 79Q: 3 clusters Score -7051606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -7051600.500000 Penalty: 5231.167480
	Iteration 80F: 3 clusters Score -7051600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -7051600.500000 Penalty: 5231.167480
	Iteration 81Q: 3 clusters Score -7051600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -7051609.000000 Penalty: 5231.167480
	Iteration 82Q: 3 clusters Score -7051609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -7051615.000000 Penalty: 5231.167480
	Iteration 83Q: 3 clusters Score -7051615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -7051613.500000 Penalty: 5231.167480
	Iteration 84Q: 3 clusters Score -7051614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -7051610.500000 Penalty: 5231.167480
	Iteration 85Q: 3 clusters Score -7051610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -7051623.000000 Penalty: 5231.167480
	Iteration 86Q: 3 clusters Score -7051623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -7051625.000000 Penalty: 5231.167480
	Iteration 87Q: 3 clusters Score -7051625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -7051620.000000 Penalty: 5231.167480
	Iteration 88Q: 3 clusters Score -7051620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -7051619.500000 Penalty: 5231.167480
	Iteration 89Q: 3 clusters Score -7051620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -7051626.500000 Penalty: 5231.167480
	Iteration 90Q: 3 clusters Score -7051626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -7051626.000000 Penalty: 5231.167480
	Iteration 91Q: 3 clusters Score -7051626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -7051621.500000 Penalty: 5231.167480
	Iteration 92Q: 3 clusters Score -7051622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -7051619.500000 Penalty: 5231.167480
	Iteration 93Q: 3 clusters Score -7051620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -7051616.500000 Penalty: 5231.167480
	Iteration 94Q: 3 clusters Score -7051616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -7051620.000000 Penalty: 5231.167480
	Iteration 95Q: 3 clusters Score -7051620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -7051614.000000 Penalty: 5231.167480
	Iteration 96Q: 3 clusters Score -7051614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -7051613.000000 Penalty: 5231.167480
	Iteration 97Q: 3 clusters Score -7051613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -7051613.000000 Penalty: 5231.167480
	Iteration 98F: 3 clusters Score -7051613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Entering Unmasked Estep 
Score: -7854216.500000 Penalty: 2642.310791
	Iteration 0F: 2 clusters Score -7854216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -7826095.000000 Penalty: 5284.621582
	Iteration 0F: 3 clusters Score -7826095 nChanged 19492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -7836759.500000 Penalty: 5284.621582
	Iteration 1F: 3 clusters Score -7836760 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -7837183.000000 Penalty: 5284.621582
	Iteration 2Q: 3 clusters Score -7837183 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -7837562.500000 Penalty: 5284.621582
	Iteration 3Q: 3 clusters Score -7837562 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -7837957.000000 Penalty: 5284.621582
	Iteration 4Q: 3 clusters Score -7837957 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -7838316.000000 Penalty: 5284.621582
	Iteration 5Q: 3 clusters Score -7838316 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -7838720.000000 Penalty: 5284.621582
	Iteration 6Q: 3 clusters Score -7838720 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -7839183.500000 Penalty: 5284.621582
	Iteration 7Q: 3 clusters Score -7839184 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -7839873.500000 Penalty: 5284.621582
	Iteration 8Q: 3 clusters Score -7839874 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -7840762.500000 Penalty: 5284.621582
	Iteration 9Q: 3 clusters Score -7840762 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -7842058.000000 Penalty: 5284.621582
	Iteration 10Q: 3 clusters Score -7842058 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -7843573.000000 Penalty: 5284.621582
	Iteration 11F: 3 clusters Score -7843573 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -7845104.500000 Penalty: 5284.621582
	Iteration 12Q: 3 clusters Score -7845104 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -7846422.500000 Penalty: 5284.621582
	Iteration 13Q: 3 clusters Score -7846422 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -7847271.500000 Penalty: 5284.621582
	Iteration 14Q: 3 clusters Score -7847272 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -7847818.500000 Penalty: 5284.621582
	Iteration 15Q: 3 clusters Score -7847818 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -7848254.000000 Penalty: 5284.621582
	Iteration 16Q: 3 clusters Score -7848254 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -7848540.500000 Penalty: 5284.621582
	Iteration 17Q: 3 clusters Score -7848540 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -7848802.000000 Penalty: 5284.621582
	Iteration 18Q: 3 clusters Score -7848802 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -7849040.000000 Penalty: 5284.621582
	Iteration 19Q: 3 clusters Score -7849040 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -7849267.000000 Penalty: 5284.621582
	Iteration 20F: 3 clusters Score -7849267 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -7849507.000000 Penalty: 5284.621582
	Iteration 21Q: 3 clusters Score -7849507 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -7849763.000000 Penalty: 5284.621582
	Iteration 22Q: 3 clusters Score -7849763 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -7850049.500000 Penalty: 5284.621582
	Iteration 23Q: 3 clusters Score -7850050 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -7850314.000000 Penalty: 5284.621582
	Iteration 24Q: 3 clusters Score -7850314 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -7850517.000000 Penalty: 5284.621582
	Iteration 25Q: 3 clusters Score -7850517 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7850702.500000 Penalty: 5284.621582
	Iteration 26Q: 3 clusters Score -7850702 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7850856.000000 Penalty: 5284.621582
	Iteration 27Q: 3 clusters Score -7850856 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7850965.000000 Penalty: 5284.621582
	Iteration 28Q: 3 clusters Score -7850965 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7851077.500000 Penalty: 5284.621582
	Iteration 29Q: 3 clusters Score -7851078 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7851179.000000 Penalty: 5284.621582
	Iteration 30Q: 3 clusters Score -7851179 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7851260.000000 Penalty: 5284.621582
	Iteration 31Q: 3 clusters Score -7851260 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7851334.500000 Penalty: 5284.621582
	Iteration 32Q: 3 clusters Score -7851334 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7851413.500000 Penalty: 5284.621582
	Iteration 33Q: 3 clusters Score -7851414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -7851483.000000 Penalty: 5284.621582
	Iteration 34Q: 3 clusters Score -7851483 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7851541.500000 Penalty: 5284.621582
	Iteration 35Q: 3 clusters Score -7851542 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7851605.500000 Penalty: 5284.621582
	Iteration 36Q: 3 clusters Score -7851606 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7851653.000000 Penalty: 5284.621582
	Iteration 37Q: 3 clusters Score -7851653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7851678.500000 Penalty: 5284.621582
	Iteration 38Q: 3 clusters Score -7851678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7851700.500000 Penalty: 5284.621582
	Iteration 39Q: 3 clusters Score -7851700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7851731.000000 Penalty: 5284.621582
	Iteration 40F: 3 clusters Score -7851731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7851770.000000 Penalty: 5284.621582
	Iteration 41Q: 3 clusters Score -7851770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7851803.500000 Penalty: 5284.621582
	Iteration 42Q: 3 clusters Score -7851804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7851823.000000 Penalty: 5284.621582
	Iteration 43Q: 3 clusters Score -7851823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7851834.500000 Penalty: 5284.621582
	Iteration 44Q: 3 clusters Score -7851834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7851855.500000 Penalty: 5284.621582
	Iteration 45Q: 3 clusters Score -7851856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7851863.500000 Penalty: 5284.621582
	Iteration 46Q: 3 clusters Score -7851864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7851875.500000 Penalty: 5284.621582
	Iteration 47Q: 3 clusters Score -7851876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7851890.000000 Penalty: 5284.621582
	Iteration 48Q: 3 clusters Score -7851890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7851898.000000 Penalty: 5284.621582
	Iteration 49Q: 3 clusters Score -7851898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7851923.000000 Penalty: 5284.621582
	Iteration 50Q: 3 clusters Score -7851923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7851936.000000 Penalty: 5284.621582
	Iteration 51Q: 3 clusters Score -7851936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7851960.500000 Penalty: 5284.621582
	Iteration 52Q: 3 clusters Score -7851960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7851969.000000 Penalty: 5284.621582
	Iteration 53Q: 3 clusters Score -7851969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7851972.500000 Penalty: 5284.621582
	Iteration 54Q: 3 clusters Score -7851972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7851980.000000 Penalty: 5284.621582
	Iteration 55Q: 3 clusters Score -7851980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7851991.000000 Penalty: 5284.621582
	Iteration 56Q: 3 clusters Score -7851991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7851990.000000 Penalty: 5284.621582
	Iteration 57Q: 3 clusters Score -7851990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7852000.500000 Penalty: 5284.621582
	Iteration 58Q: 3 clusters Score -7852000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7852007.500000 Penalty: 5284.621582
	Iteration 59Q: 3 clusters Score -7852008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7852006.500000 Penalty: 5284.621582
	Iteration 60F: 3 clusters Score -7852006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7852016.000000 Penalty: 5284.621582
	Iteration 61Q: 3 clusters Score -7852016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7852017.000000 Penalty: 5284.621582
	Iteration 62Q: 3 clusters Score -7852017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7852018.500000 Penalty: 5284.621582
	Iteration 63Q: 3 clusters Score -7852018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7852021.500000 Penalty: 5284.621582
	Iteration 64Q: 3 clusters Score -7852022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7852023.000000 Penalty: 5284.621582
	Iteration 65Q: 3 clusters Score -7852023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7852033.000000 Penalty: 5284.621582
	Iteration 66Q: 3 clusters Score -7852033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7852030.500000 Penalty: 5284.621582
	Iteration 67Q: 3 clusters Score -7852030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7852038.500000 Penalty: 5284.621582
	Iteration 68Q: 3 clusters Score -7852038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7852037.000000 Penalty: 5284.621582
	Iteration 69Q: 3 clusters Score -7852037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7852040.500000 Penalty: 5284.621582
	Iteration 70Q: 3 clusters Score -7852040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7852044.500000 Penalty: 5284.621582
	Iteration 71Q: 3 clusters Score -7852044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7852042.000000 Penalty: 5284.621582
	Iteration 72Q: 3 clusters Score -7852042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7852042.000000 Penalty: 5284.621582
	Iteration 73Q: 3 clusters Score -7852042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7852048.500000 Penalty: 5284.621582
	Iteration 74Q: 3 clusters Score -7852048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7852048.500000 Penalty: 5284.621582
	Iteration 75F: 3 clusters Score -7852048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Entering Unmasked Estep 
Score: -8448225.000000 Penalty: 2658.061279
	Iteration 0F: 2 clusters Score -8448225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -8419657.000000 Penalty: 5316.122559
	Iteration 0F: 3 clusters Score -8419657 nChanged 20751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -8431381.000000 Penalty: 5316.122559
	Iteration 1F: 3 clusters Score -8431381 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -8432315.000000 Penalty: 5316.122559
	Iteration 2Q: 3 clusters Score -8432315 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -8433401.000000 Penalty: 5316.122559
	Iteration 3F: 3 clusters Score -8433401 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -8435205.000000 Penalty: 5316.122559
	Iteration 4F: 3 clusters Score -8435205 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -8437872.000000 Penalty: 5316.122559
	Iteration 5F: 3 clusters Score -8437872 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -8440926.000000 Penalty: 5316.122559
	Iteration 6F: 3 clusters Score -8440926 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -8443727.000000 Penalty: 5316.122559
	Iteration 7F: 3 clusters Score -8443727 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -8445179.000000 Penalty: 5316.122559
	Iteration 8Q: 3 clusters Score -8445179 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -8445755.000000 Penalty: 5316.122559
	Iteration 9Q: 3 clusters Score -8445755 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8445885.000000 Penalty: 5316.122559
	Iteration 10Q: 3 clusters Score -8445885 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -8445912.000000 Penalty: 5316.122559
	Iteration 11Q: 3 clusters Score -8445912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -8445967.000000 Penalty: 5316.122559
	Iteration 12Q: 3 clusters Score -8445967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -8445988.000000 Penalty: 5316.122559
	Iteration 13Q: 3 clusters Score -8445988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -8446019.000000 Penalty: 5316.122559
	Iteration 14Q: 3 clusters Score -8446019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8446043.000000 Penalty: 5316.122559
	Iteration 15Q: 3 clusters Score -8446043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -8446048.000000 Penalty: 5316.122559
	Iteration 16Q: 3 clusters Score -8446048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8446048.000000 Penalty: 5316.122559
	Iteration 17Q: 3 clusters Score -8446048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8446048.000000 Penalty: 5316.122559
	Iteration 18F: 3 clusters Score -8446048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Entering Unmasked Estep 
Score: -8081881.500000 Penalty: 2651.337158
	Iteration 0F: 2 clusters Score -8081882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -8052356.500000 Penalty: 5302.674316
	Iteration 0F: 3 clusters Score -8052356 nChanged 20225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -8063359.500000 Penalty: 5302.674316
	Iteration 1F: 3 clusters Score -8063360 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -8063932.000000 Penalty: 5302.674316
	Iteration 2Q: 3 clusters Score -8063932 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -8064559.500000 Penalty: 5302.674316
	Iteration 3Q: 3 clusters Score -8064560 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -8065475.500000 Penalty: 5302.674316
	Iteration 4Q: 3 clusters Score -8065476 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -8066824.000000 Penalty: 5302.674316
	Iteration 5F: 3 clusters Score -8066824 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -8068661.000000 Penalty: 5302.674316
	Iteration 6F: 3 clusters Score -8068661 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -8071110.000000 Penalty: 5302.674316
	Iteration 7F: 3 clusters Score -8071110 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -8073952.000000 Penalty: 5302.674316
	Iteration 8F: 3 clusters Score -8073952 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -8076368.000000 Penalty: 5302.674316
	Iteration 9F: 3 clusters Score -8076368 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -8078142.500000 Penalty: 5302.674316
	Iteration 10Q: 3 clusters Score -8078142 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -8079157.000000 Penalty: 5302.674316
	Iteration 11Q: 3 clusters Score -8079157 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -8079656.000000 Penalty: 5302.674316
	Iteration 12Q: 3 clusters Score -8079656 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8079883.500000 Penalty: 5302.674316
	Iteration 13Q: 3 clusters Score -8079884 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -8080030.500000 Penalty: 5302.674316
	Iteration 14Q: 3 clusters Score -8080030 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8080121.500000 Penalty: 5302.674316
	Iteration 15Q: 3 clusters Score -8080122 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8080194.500000 Penalty: 5302.674316
	Iteration 16Q: 3 clusters Score -8080194 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8080268.500000 Penalty: 5302.674316
	Iteration 17Q: 3 clusters Score -8080268 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8080291.500000 Penalty: 5302.674316
	Iteration 18Q: 3 clusters Score -8080292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -8080327.500000 Penalty: 5302.674316
	Iteration 19Q: 3 clusters Score -8080328 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -8080371.500000 Penalty: 5302.674316
	Iteration 20F: 3 clusters Score -8080372 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8080398.000000 Penalty: 5302.674316
	Iteration 21Q: 3 clusters Score -8080398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8080442.000000 Penalty: 5302.674316
	Iteration 22Q: 3 clusters Score -8080442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8080450.000000 Penalty: 5302.674316
	Iteration 23Q: 3 clusters Score -8080450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8080459.000000 Penalty: 5302.674316
	Iteration 24Q: 3 clusters Score -8080459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8080457.500000 Penalty: 5302.674316
	Iteration 25Q: 3 clusters Score -8080458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8080461.000000 Penalty: 5302.674316
	Iteration 26Q: 3 clusters Score -8080461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8080444.500000 Penalty: 5302.674316
	Iteration 27Q: 3 clusters Score -8080444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8080457.500000 Penalty: 5302.674316
	Iteration 28Q: 3 clusters Score -8080458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8080462.500000 Penalty: 5302.674316
	Iteration 29Q: 3 clusters Score -8080462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8080454.500000 Penalty: 5302.674316
	Iteration 30Q: 3 clusters Score -8080454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8080463.500000 Penalty: 5302.674316
	Iteration 31Q: 3 clusters Score -8080464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8080463.500000 Penalty: 5302.674316
	Iteration 32Q: 3 clusters Score -8080464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8080462.000000 Penalty: 5302.674316
	Iteration 33Q: 3 clusters Score -8080462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8080451.500000 Penalty: 5302.674316
	Iteration 34Q: 3 clusters Score -8080452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -8080455.000000 Penalty: 5302.674316
	Iteration 35Q: 3 clusters Score -8080455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8080452.500000 Penalty: 5302.674316
	Iteration 36Q: 3 clusters Score -8080452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8080466.000000 Penalty: 5302.674316
	Iteration 37Q: 3 clusters Score -8080466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8080465.000000 Penalty: 5302.674316
	Iteration 38Q: 3 clusters Score -8080465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8080471.000000 Penalty: 5302.674316
	Iteration 39Q: 3 clusters Score -8080471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8080475.000000 Penalty: 5302.674316
	Iteration 40F: 3 clusters Score -8080475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8080463.500000 Penalty: 5302.674316
	Iteration 41Q: 3 clusters Score -8080464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8080459.000000 Penalty: 5302.674316
	Iteration 42Q: 3 clusters Score -8080459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8080458.500000 Penalty: 5302.674316
	Iteration 43Q: 3 clusters Score -8080458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8080456.500000 Penalty: 5302.674316
	Iteration 44Q: 3 clusters Score -8080456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8080456.000000 Penalty: 5302.674316
	Iteration 45Q: 3 clusters Score -8080456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8080462.000000 Penalty: 5302.674316
	Iteration 46Q: 3 clusters Score -8080462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8080459.500000 Penalty: 5302.674316
	Iteration 47Q: 3 clusters Score -8080460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8080459.500000 Penalty: 5302.674316
	Iteration 48Q: 3 clusters Score -8080460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8080462.000000 Penalty: 5302.674316
	Iteration 49Q: 3 clusters Score -8080462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8080452.500000 Penalty: 5302.674316
	Iteration 50Q: 3 clusters Score -8080452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8080462.000000 Penalty: 5302.674316
	Iteration 51Q: 3 clusters Score -8080462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8080459.000000 Penalty: 5302.674316
	Iteration 52Q: 3 clusters Score -8080459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8080449.500000 Penalty: 5302.674316
	Iteration 53Q: 3 clusters Score -8080450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8080451.500000 Penalty: 5302.674316
	Iteration 54Q: 3 clusters Score -8080452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8080451.500000 Penalty: 5302.674316
	Iteration 55Q: 3 clusters Score -8080452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8080444.000000 Penalty: 5302.674316
	Iteration 56Q: 3 clusters Score -8080444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8080451.000000 Penalty: 5302.674316
	Iteration 57Q: 3 clusters Score -8080451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8080448.500000 Penalty: 5302.674316
	Iteration 58Q: 3 clusters Score -8080448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8080452.000000 Penalty: 5302.674316
	Iteration 59Q: 3 clusters Score -8080452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8080452.000000 Penalty: 5302.674316
	Iteration 60F: 3 clusters Score -8080452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Entering Unmasked Estep 
Score: -8429618.000000 Penalty: 2658.094482
	Iteration 0F: 2 clusters Score -8429618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -8401026.000000 Penalty: 5316.188965
	Iteration 0F: 3 clusters Score -8401026 nChanged 20737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -8412620.000000 Penalty: 5316.188965
	Iteration 1F: 3 clusters Score -8412620 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -8413383.000000 Penalty: 5316.188965
	Iteration 2Q: 3 clusters Score -8413383 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8414249.000000 Penalty: 5316.188965
	Iteration 3Q: 3 clusters Score -8414249 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -8415115.000000 Penalty: 5316.188965
	Iteration 4Q: 3 clusters Score -8415115 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -8416197.000000 Penalty: 5316.188965
	Iteration 5Q: 3 clusters Score -8416197 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -8417404.000000 Penalty: 5316.188965
	Iteration 6Q: 3 clusters Score -8417404 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -8418954.000000 Penalty: 5316.188965
	Iteration 7F: 3 clusters Score -8418954 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -8420964.000000 Penalty: 5316.188965
	Iteration 8F: 3 clusters Score -8420964 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -8422707.000000 Penalty: 5316.188965
	Iteration 9F: 3 clusters Score -8422707 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -8423689.000000 Penalty: 5316.188965
	Iteration 10Q: 3 clusters Score -8423689 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -8424238.000000 Penalty: 5316.188965
	Iteration 11Q: 3 clusters Score -8424238 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -8424655.000000 Penalty: 5316.188965
	Iteration 12Q: 3 clusters Score -8424655 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -8425051.000000 Penalty: 5316.188965
	Iteration 13Q: 3 clusters Score -8425051 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -8425390.000000 Penalty: 5316.188965
	Iteration 14Q: 3 clusters Score -8425390 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -8425790.000000 Penalty: 5316.188965
	Iteration 15Q: 3 clusters Score -8425790 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -8426165.000000 Penalty: 5316.188965
	Iteration 16Q: 3 clusters Score -8426165 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -8426484.000000 Penalty: 5316.188965
	Iteration 17Q: 3 clusters Score -8426484 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -8426798.000000 Penalty: 5316.188965
	Iteration 18Q: 3 clusters Score -8426798 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -8426999.000000 Penalty: 5316.188965
	Iteration 19Q: 3 clusters Score -8426999 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -8427177.000000 Penalty: 5316.188965
	Iteration 20F: 3 clusters Score -8427177 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -8427239.000000 Penalty: 5316.188965
	Iteration 21Q: 3 clusters Score -8427239 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -8427291.000000 Penalty: 5316.188965
	Iteration 22Q: 3 clusters Score -8427291 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -8427352.000000 Penalty: 5316.188965
	Iteration 23Q: 3 clusters Score -8427352 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -8427405.000000 Penalty: 5316.188965
	Iteration 24Q: 3 clusters Score -8427405 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -8427493.000000 Penalty: 5316.188965
	Iteration 25Q: 3 clusters Score -8427493 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -8427548.000000 Penalty: 5316.188965
	Iteration 26Q: 3 clusters Score -8427548 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -8427579.000000 Penalty: 5316.188965
	Iteration 27Q: 3 clusters Score -8427579 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -8427609.000000 Penalty: 5316.188965
	Iteration 28Q: 3 clusters Score -8427609 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -8427639.000000 Penalty: 5316.188965
	Iteration 29Q: 3 clusters Score -8427639 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -8427702.000000 Penalty: 5316.188965
	Iteration 30Q: 3 clusters Score -8427702 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -8427685.000000 Penalty: 5316.188965
	Iteration 31Q: 3 clusters Score -8427685 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -8427762.000000 Penalty: 5316.188965
	Iteration 32Q: 3 clusters Score -8427762 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -8427747.000000 Penalty: 5316.188965
	Iteration 33Q: 3 clusters Score -8427747 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -8427824.000000 Penalty: 5316.188965
	Iteration 34Q: 3 clusters Score -8427824 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -8427892.000000 Penalty: 5316.188965
	Iteration 35Q: 3 clusters Score -8427892 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -8427903.000000 Penalty: 5316.188965
	Iteration 36Q: 3 clusters Score -8427903 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -8427932.000000 Penalty: 5316.188965
	Iteration 37Q: 3 clusters Score -8427932 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -8427949.000000 Penalty: 5316.188965
	Iteration 38Q: 3 clusters Score -8427949 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -8427920.000000 Penalty: 5316.188965
	Iteration 39Q: 3 clusters Score -8427920 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -8427957.000000 Penalty: 5316.188965
	Iteration 40F: 3 clusters Score -8427957 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -8428004.000000 Penalty: 5316.188965
	Iteration 41Q: 3 clusters Score -8428004 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -8428023.000000 Penalty: 5316.188965
	Iteration 42Q: 3 clusters Score -8428023 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -8428032.000000 Penalty: 5316.188965
	Iteration 43Q: 3 clusters Score -8428032 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8428074.000000 Penalty: 5316.188965
	Iteration 44Q: 3 clusters Score -8428074 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8428144.000000 Penalty: 5316.188965
	Iteration 45Q: 3 clusters Score -8428144 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -8428209.000000 Penalty: 5316.188965
	Iteration 46Q: 3 clusters Score -8428209 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8428198.000000 Penalty: 5316.188965
	Iteration 47Q: 3 clusters Score -8428198 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8428191.000000 Penalty: 5316.188965
	Iteration 48Q: 3 clusters Score -8428191 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -8428170.000000 Penalty: 5316.188965
	Iteration 49Q: 3 clusters Score -8428170 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8428168.000000 Penalty: 5316.188965
	Iteration 50Q: 3 clusters Score -8428168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -8428161.000000 Penalty: 5316.188965
	Iteration 51Q: 3 clusters Score -8428161 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8428155.000000 Penalty: 5316.188965
	Iteration 52Q: 3 clusters Score -8428155 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8428174.000000 Penalty: 5316.188965
	Iteration 53Q: 3 clusters Score -8428174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8428164.000000 Penalty: 5316.188965
	Iteration 54Q: 3 clusters Score -8428164 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -8428173.000000 Penalty: 5316.188965
	Iteration 55Q: 3 clusters Score -8428173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8428169.000000 Penalty: 5316.188965
	Iteration 56Q: 3 clusters Score -8428169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8428166.000000 Penalty: 5316.188965
	Iteration 57Q: 3 clusters Score -8428166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8428139.000000 Penalty: 5316.188965
	Iteration 58Q: 3 clusters Score -8428139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8428141.000000 Penalty: 5316.188965
	Iteration 59Q: 3 clusters Score -8428141 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8428142.000000 Penalty: 5316.188965
	Iteration 60F: 3 clusters Score -8428142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8428121.000000 Penalty: 5316.188965
	Iteration 61Q: 3 clusters Score -8428121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8428131.000000 Penalty: 5316.188965
	Iteration 62Q: 3 clusters Score -8428131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8428134.000000 Penalty: 5316.188965
	Iteration 63Q: 3 clusters Score -8428134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8428143.000000 Penalty: 5316.188965
	Iteration 64Q: 3 clusters Score -8428143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8428147.000000 Penalty: 5316.188965
	Iteration 65Q: 3 clusters Score -8428147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8428141.000000 Penalty: 5316.188965
	Iteration 66Q: 3 clusters Score -8428141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8428137.000000 Penalty: 5316.188965
	Iteration 67Q: 3 clusters Score -8428137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8428127.000000 Penalty: 5316.188965
	Iteration 68Q: 3 clusters Score -8428127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8428136.000000 Penalty: 5316.188965
	Iteration 69Q: 3 clusters Score -8428136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8428139.000000 Penalty: 5316.188965
	Iteration 70Q: 3 clusters Score -8428139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8428140.000000 Penalty: 5316.188965
	Iteration 71Q: 3 clusters Score -8428140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8428135.000000 Penalty: 5316.188965
	Iteration 72Q: 3 clusters Score -8428135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8428130.000000 Penalty: 5316.188965
	Iteration 73Q: 3 clusters Score -8428130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8428138.000000 Penalty: 5316.188965
	Iteration 74Q: 3 clusters Score -8428138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8428138.000000 Penalty: 5316.188965
	Iteration 75Q: 3 clusters Score -8428138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8428152.000000 Penalty: 5316.188965
	Iteration 76Q: 3 clusters Score -8428152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8428144.000000 Penalty: 5316.188965
	Iteration 77Q: 3 clusters Score -8428144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8428149.000000 Penalty: 5316.188965
	Iteration 78Q: 3 clusters Score -8428149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8428159.000000 Penalty: 5316.188965
	Iteration 79Q: 3 clusters Score -8428159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8428145.000000 Penalty: 5316.188965
	Iteration 80F: 3 clusters Score -8428145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8428139.000000 Penalty: 5316.188965
	Iteration 81Q: 3 clusters Score -8428139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8428135.000000 Penalty: 5316.188965
	Iteration 82Q: 3 clusters Score -8428135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8428135.000000 Penalty: 5316.188965
	Iteration 83Q: 3 clusters Score -8428135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8428132.000000 Penalty: 5316.188965
	Iteration 84Q: 3 clusters Score -8428132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8428134.000000 Penalty: 5316.188965
	Iteration 85Q: 3 clusters Score -8428134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8428130.000000 Penalty: 5316.188965
	Iteration 86Q: 3 clusters Score -8428130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8428140.000000 Penalty: 5316.188965
	Iteration 87Q: 3 clusters Score -8428140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8428141.000000 Penalty: 5316.188965
	Iteration 88Q: 3 clusters Score -8428141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8428143.000000 Penalty: 5316.188965
	Iteration 89Q: 3 clusters Score -8428143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8428137.000000 Penalty: 5316.188965
	Iteration 90Q: 3 clusters Score -8428137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8428138.000000 Penalty: 5316.188965
	Iteration 91Q: 3 clusters Score -8428138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8428142.000000 Penalty: 5316.188965
	Iteration 92Q: 3 clusters Score -8428142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8428137.000000 Penalty: 5316.188965
	Iteration 93Q: 3 clusters Score -8428137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8428131.000000 Penalty: 5316.188965
	Iteration 94Q: 3 clusters Score -8428131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8428128.000000 Penalty: 5316.188965
	Iteration 95Q: 3 clusters Score -8428128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8428116.000000 Penalty: 5316.188965
	Iteration 96Q: 3 clusters Score -8428116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8428122.000000 Penalty: 5316.188965
	Iteration 97Q: 3 clusters Score -8428122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8428122.000000 Penalty: 5316.188965
	Iteration 98Q: 3 clusters Score -8428122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8428115.000000 Penalty: 5316.188965
	Iteration 99Q: 3 clusters Score -8428115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8428121.000000 Penalty: 5316.188965
	Iteration 100F: 3 clusters Score -8428121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8428118.000000 Penalty: 5316.188965
	Iteration 101Q: 3 clusters Score -8428118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8428122.000000 Penalty: 5316.188965
	Iteration 102Q: 3 clusters Score -8428122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8428117.000000 Penalty: 5316.188965
	Iteration 103Q: 3 clusters Score -8428117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8428117.000000 Penalty: 5316.188965
	Iteration 104Q: 3 clusters Score -8428117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8428116.000000 Penalty: 5316.188965
	Iteration 105Q: 3 clusters Score -8428116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8428124.000000 Penalty: 5316.188965
	Iteration 106Q: 3 clusters Score -8428124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8428120.000000 Penalty: 5316.188965
	Iteration 107Q: 3 clusters Score -8428120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8428120.000000 Penalty: 5316.188965
	Iteration 108F: 3 clusters Score -8428120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Entering Unmasked Estep 
Score: -1457469.125000 Penalty: 2226.269775
	Iteration 0F: 2 clusters Score -1457469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1451119.625000 Penalty: 4452.539551
	Iteration 0F: 3 clusters Score -1451120 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1452742.000000 Penalty: 4452.539551
	Iteration 1F: 3 clusters Score -1452742 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1453009.375000 Penalty: 4452.539551
	Iteration 2F: 3 clusters Score -1453009 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1453171.375000 Penalty: 4452.539551
	Iteration 3Q: 3 clusters Score -1453171 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1453284.125000 Penalty: 4452.539551
	Iteration 4Q: 3 clusters Score -1453284 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1453356.500000 Penalty: 4452.539551
	Iteration 5Q: 3 clusters Score -1453356 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1453406.375000 Penalty: 4452.539551
	Iteration 6Q: 3 clusters Score -1453406 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1453443.625000 Penalty: 4452.539551
	Iteration 7Q: 3 clusters Score -1453444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1453472.875000 Penalty: 4452.539551
	Iteration 8Q: 3 clusters Score -1453473 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1453497.875000 Penalty: 4452.539551
	Iteration 9Q: 3 clusters Score -1453498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1453521.375000 Penalty: 4452.539551
	Iteration 10Q: 3 clusters Score -1453521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1453554.875000 Penalty: 4452.539551
	Iteration 11Q: 3 clusters Score -1453555 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1453590.000000 Penalty: 4452.539551
	Iteration 12Q: 3 clusters Score -1453590 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1453621.000000 Penalty: 4452.539551
	Iteration 13Q: 3 clusters Score -1453621 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1453658.250000 Penalty: 4452.539551
	Iteration 14Q: 3 clusters Score -1453658 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1453692.625000 Penalty: 4452.539551
	Iteration 15Q: 3 clusters Score -1453693 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1453739.500000 Penalty: 4452.539551
	Iteration 16Q: 3 clusters Score -1453740 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1453780.500000 Penalty: 4452.539551
	Iteration 17Q: 3 clusters Score -1453780 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1453826.375000 Penalty: 4452.539551
	Iteration 18Q: 3 clusters Score -1453826 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1453886.750000 Penalty: 4452.539551
	Iteration 19Q: 3 clusters Score -1453887 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1453973.000000 Penalty: 4452.539551
	Iteration 20F: 3 clusters Score -1453973 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1454058.750000 Penalty: 4452.539551
	Iteration 21Q: 3 clusters Score -1454059 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1454170.875000 Penalty: 4452.539551
	Iteration 22Q: 3 clusters Score -1454171 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1454306.000000 Penalty: 4452.539551
	Iteration 23Q: 3 clusters Score -1454306 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1454482.250000 Penalty: 4452.539551
	Iteration 24Q: 3 clusters Score -1454482 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1454661.625000 Penalty: 4452.539551
	Iteration 25Q: 3 clusters Score -1454662 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1454832.750000 Penalty: 4452.539551
	Iteration 26Q: 3 clusters Score -1454833 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1454974.875000 Penalty: 4452.539551
	Iteration 27Q: 3 clusters Score -1454975 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1455083.250000 Penalty: 4452.539551
	Iteration 28Q: 3 clusters Score -1455083 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1455182.500000 Penalty: 4452.539551
	Iteration 29Q: 3 clusters Score -1455182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1455260.375000 Penalty: 4452.539551
	Iteration 30Q: 3 clusters Score -1455260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1455332.125000 Penalty: 4452.539551
	Iteration 31Q: 3 clusters Score -1455332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1455388.125000 Penalty: 4452.539551
	Iteration 32Q: 3 clusters Score -1455388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1455415.000000 Penalty: 4452.539551
	Iteration 33Q: 3 clusters Score -1455415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1455440.500000 Penalty: 4452.539551
	Iteration 34Q: 3 clusters Score -1455440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1455459.000000 Penalty: 4452.539551
	Iteration 35Q: 3 clusters Score -1455459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1455469.750000 Penalty: 4452.539551
	Iteration 36Q: 3 clusters Score -1455470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1455480.000000 Penalty: 4452.539551
	Iteration 37Q: 3 clusters Score -1455480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1455488.875000 Penalty: 4452.539551
	Iteration 38Q: 3 clusters Score -1455489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1455492.625000 Penalty: 4452.539551
	Iteration 39Q: 3 clusters Score -1455493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1455504.250000 Penalty: 4452.539551
	Iteration 40F: 3 clusters Score -1455504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1455509.875000 Penalty: 4452.539551
	Iteration 41Q: 3 clusters Score -1455510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1455512.000000 Penalty: 4452.539551
	Iteration 42Q: 3 clusters Score -1455512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1455516.500000 Penalty: 4452.539551
	Iteration 43Q: 3 clusters Score -1455516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1455526.625000 Penalty: 4452.539551
	Iteration 44Q: 3 clusters Score -1455527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1455526.125000 Penalty: 4452.539551
	Iteration 45Q: 3 clusters Score -1455526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1455525.250000 Penalty: 4452.539551
	Iteration 46Q: 3 clusters Score -1455525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1455529.625000 Penalty: 4452.539551
	Iteration 47Q: 3 clusters Score -1455530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1455529.625000 Penalty: 4452.539551
	Iteration 48F: 3 clusters Score -1455530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Entering Unmasked Estep 
Score: -8654272.000000 Penalty: 2664.928711
	Iteration 0F: 2 clusters Score -8654272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -8625350.000000 Penalty: 5329.857422
	Iteration 0F: 3 clusters Score -8625350 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -8637112.000000 Penalty: 5329.857422
	Iteration 1F: 3 clusters Score -8637112 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -8637752.000000 Penalty: 5329.857422
	Iteration 2Q: 3 clusters Score -8637752 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -8638556.000000 Penalty: 5329.857422
	Iteration 3Q: 3 clusters Score -8638556 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -8639621.000000 Penalty: 5329.857422
	Iteration 4F: 3 clusters Score -8639621 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -8641166.000000 Penalty: 5329.857422
	Iteration 5F: 3 clusters Score -8641166 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -8643479.000000 Penalty: 5329.857422
	Iteration 6F: 3 clusters Score -8643479 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -8646553.000000 Penalty: 5329.857422
	Iteration 7F: 3 clusters Score -8646553 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -8649488.000000 Penalty: 5329.857422
	Iteration 8F: 3 clusters Score -8649488 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8650925.000000 Penalty: 5329.857422
	Iteration 9F: 3 clusters Score -8650925 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8651546.000000 Penalty: 5329.857422
	Iteration 10Q: 3 clusters Score -8651546 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8651875.000000 Penalty: 5329.857422
	Iteration 11Q: 3 clusters Score -8651875 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8651972.000000 Penalty: 5329.857422
	Iteration 12Q: 3 clusters Score -8651972 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8652025.000000 Penalty: 5329.857422
	Iteration 13Q: 3 clusters Score -8652025 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8652057.000000 Penalty: 5329.857422
	Iteration 14Q: 3 clusters Score -8652057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8652084.000000 Penalty: 5329.857422
	Iteration 15Q: 3 clusters Score -8652084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8652095.000000 Penalty: 5329.857422
	Iteration 16Q: 3 clusters Score -8652095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8652104.000000 Penalty: 5329.857422
	Iteration 17Q: 3 clusters Score -8652104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8652101.000000 Penalty: 5329.857422
	Iteration 18Q: 3 clusters Score -8652101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8652117.000000 Penalty: 5329.857422
	Iteration 19Q: 3 clusters Score -8652117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8652112.000000 Penalty: 5329.857422
	Iteration 20F: 3 clusters Score -8652112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8652114.000000 Penalty: 5329.857422
	Iteration 21Q: 3 clusters Score -8652114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8652120.000000 Penalty: 5329.857422
	Iteration 22Q: 3 clusters Score -8652120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8652114.000000 Penalty: 5329.857422
	Iteration 23Q: 3 clusters Score -8652114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8652115.000000 Penalty: 5329.857422
	Iteration 24Q: 3 clusters Score -8652115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8652120.000000 Penalty: 5329.857422
	Iteration 25Q: 3 clusters Score -8652120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8652122.000000 Penalty: 5329.857422
	Iteration 26Q: 3 clusters Score -8652122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8652124.000000 Penalty: 5329.857422
	Iteration 27Q: 3 clusters Score -8652124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8652124.000000 Penalty: 5329.857422
	Iteration 28F: 3 clusters Score -8652124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Entering Unmasked Estep 
Score: -8983746.000000 Penalty: 2672.865723
	Iteration 0F: 2 clusters Score -8983746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -8955068.000000 Penalty: 5345.731445
	Iteration 0F: 3 clusters Score -8955068 nChanged 22106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -8967289.000000 Penalty: 5345.731445
	Iteration 1F: 3 clusters Score -8967289 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -8967921.000000 Penalty: 5345.731445
	Iteration 2Q: 3 clusters Score -8967921 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -8968715.000000 Penalty: 5345.731445
	Iteration 3Q: 3 clusters Score -8968715 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -8969613.000000 Penalty: 5345.731445
	Iteration 4Q: 3 clusters Score -8969613 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -8970773.000000 Penalty: 5345.731445
	Iteration 5F: 3 clusters Score -8970773 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -8972141.000000 Penalty: 5345.731445
	Iteration 6F: 3 clusters Score -8972141 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -8973808.000000 Penalty: 5345.731445
	Iteration 7F: 3 clusters Score -8973808 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -8975838.000000 Penalty: 5345.731445
	Iteration 8F: 3 clusters Score -8975838 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -8978002.000000 Penalty: 5345.731445
	Iteration 9F: 3 clusters Score -8978002 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -8979888.000000 Penalty: 5345.731445
	Iteration 10F: 3 clusters Score -8979888 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -8980782.000000 Penalty: 5345.731445
	Iteration 11Q: 3 clusters Score -8980782 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -8981125.000000 Penalty: 5345.731445
	Iteration 12Q: 3 clusters Score -8981125 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -8981210.000000 Penalty: 5345.731445
	Iteration 13Q: 3 clusters Score -8981210 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -8981276.000000 Penalty: 5345.731445
	Iteration 14Q: 3 clusters Score -8981276 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -8981385.000000 Penalty: 5345.731445
	Iteration 15Q: 3 clusters Score -8981385 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -8981443.000000 Penalty: 5345.731445
	Iteration 16Q: 3 clusters Score -8981443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -8981454.000000 Penalty: 5345.731445
	Iteration 17Q: 3 clusters Score -8981454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -8981475.000000 Penalty: 5345.731445
	Iteration 18Q: 3 clusters Score -8981475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -8981508.000000 Penalty: 5345.731445
	Iteration 19Q: 3 clusters Score -8981508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -8981525.000000 Penalty: 5345.731445
	Iteration 20F: 3 clusters Score -8981525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -8981517.000000 Penalty: 5345.731445
	Iteration 21Q: 3 clusters Score -8981517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -8981531.000000 Penalty: 5345.731445
	Iteration 22Q: 3 clusters Score -8981531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -8981526.000000 Penalty: 5345.731445
	Iteration 23Q: 3 clusters Score -8981526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -8981526.000000 Penalty: 5345.731445
	Iteration 24F: 3 clusters Score -8981526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -214343.718750 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -214343.7 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 684 members 
Entering Unmasked Estep 
Score: -212224.109375 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -212224.1 nChanged 424
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: -212781.093750 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -212781.1 nChanged 124
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: -213043.156250 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -213043.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213211.515625 Penalty: 3573.258057
	Iteration 3F: 3 clusters Score -213211.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -213348.031250 Penalty: 3573.258057
	Iteration 4F: 3 clusters Score -213348 nChanged 62
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: -213455.703125 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -213455.7 nChanged 52
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: -213532.046875 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -213532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -213580.640625 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -213580.6 nChanged 28
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: -213633.843750 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -213633.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -213665.812500 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -213665.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -213695.296875 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -213695.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -213707.984375 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -213708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -213719.765625 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -213719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -213729.312500 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -213729.3 nChanged 3
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: -213730.750000 Penalty: 3573.258057
	Iteration 14Q: 3 clusters Score -213730.8 nChanged 2
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: -213738.890625 Penalty: 3573.258057
	Iteration 15Q: 3 clusters Score -213738.9 nChanged 2
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: -213744.296875 Penalty: 3573.258057
	Iteration 16Q: 3 clusters Score -213744.3 nChanged 6
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: -213751.218750 Penalty: 3573.258057
	Iteration 17Q: 3 clusters Score -213751.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -213762.500000 Penalty: 3573.258057
	Iteration 18Q: 3 clusters Score -213762.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -213768.937500 Penalty: 3573.258057
	Iteration 19Q: 3 clusters Score -213768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -213776.562500 Penalty: 3573.258057
	Iteration 20F: 3 clusters Score -213776.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -213794.578125 Penalty: 3573.258057
	Iteration 21Q: 3 clusters Score -213794.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -213809.078125 Penalty: 3573.258057
	Iteration 22Q: 3 clusters Score -213809.1 nChanged 4
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: -213815.859375 Penalty: 3573.258057
	Iteration 23Q: 3 clusters Score -213815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -213819.281250 Penalty: 3573.258057
	Iteration 24Q: 3 clusters Score -213819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -213823.906250 Penalty: 3573.258057
	Iteration 25Q: 3 clusters Score -213823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -213825.937500 Penalty: 3573.258057
	Iteration 26Q: 3 clusters Score -213825.9 nChanged 2
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: -213827.812500 Penalty: 3573.258057
	Iteration 27Q: 3 clusters Score -213827.8 nChanged 1
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: -213828.500000 Penalty: 3573.258057
	Iteration 28Q: 3 clusters Score -213828.5 nChanged 0
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: -213828.500000 Penalty: 3573.258057
	Iteration 29F: 3 clusters Score -213828.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Entering Unmasked Estep 
Score: -4450599.500000 Penalty: 2508.731689
	Iteration 0F: 2 clusters Score -4450600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -4433499.500000 Penalty: 5017.463379
	Iteration 0F: 3 clusters Score -4433500 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4439429.000000 Penalty: 5017.463379
	Iteration 1F: 3 clusters Score -4439429 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4439812.000000 Penalty: 5017.463379
	Iteration 2Q: 3 clusters Score -4439812 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -4440135.500000 Penalty: 5017.463379
	Iteration 3Q: 3 clusters Score -4440136 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4440425.000000 Penalty: 5017.463379
	Iteration 4Q: 3 clusters Score -4440425 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4440703.000000 Penalty: 5017.463379
	Iteration 5Q: 3 clusters Score -4440703 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4441006.000000 Penalty: 5017.463379
	Iteration 6Q: 3 clusters Score -4441006 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4441367.500000 Penalty: 5017.463379
	Iteration 7Q: 3 clusters Score -4441368 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -4441831.000000 Penalty: 5017.463379
	Iteration 8Q: 3 clusters Score -4441831 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -4442431.000000 Penalty: 5017.463379
	Iteration 9Q: 3 clusters Score -4442431 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -4443232.500000 Penalty: 5017.463379
	Iteration 10F: 3 clusters Score -4443232 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4444236.500000 Penalty: 5017.463379
	Iteration 11F: 3 clusters Score -4444236 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4445339.500000 Penalty: 5017.463379
	Iteration 12F: 3 clusters Score -4445340 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4446386.000000 Penalty: 5017.463379
	Iteration 13Q: 3 clusters Score -4446386 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4447185.500000 Penalty: 5017.463379
	Iteration 14Q: 3 clusters Score -4447186 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4447682.000000 Penalty: 5017.463379
	Iteration 15Q: 3 clusters Score -4447682 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4448010.500000 Penalty: 5017.463379
	Iteration 16Q: 3 clusters Score -4448010 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4448224.500000 Penalty: 5017.463379
	Iteration 17Q: 3 clusters Score -4448224 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4448362.000000 Penalty: 5017.463379
	Iteration 18Q: 3 clusters Score -4448362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4448442.000000 Penalty: 5017.463379
	Iteration 19Q: 3 clusters Score -4448442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4448497.500000 Penalty: 5017.463379
	Iteration 20F: 3 clusters Score -4448498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4448523.500000 Penalty: 5017.463379
	Iteration 21Q: 3 clusters Score -4448524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4448534.500000 Penalty: 5017.463379
	Iteration 22Q: 3 clusters Score -4448534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4448540.000000 Penalty: 5017.463379
	Iteration 23Q: 3 clusters Score -4448540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4448542.000000 Penalty: 5017.463379
	Iteration 24Q: 3 clusters Score -4448542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4448548.500000 Penalty: 5017.463379
	Iteration 25Q: 3 clusters Score -4448548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4448549.000000 Penalty: 5017.463379
	Iteration 26Q: 3 clusters Score -4448549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4448545.000000 Penalty: 5017.463379
	Iteration 27Q: 3 clusters Score -4448545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4448550.500000 Penalty: 5017.463379
	Iteration 28Q: 3 clusters Score -4448550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4448554.500000 Penalty: 5017.463379
	Iteration 29Q: 3 clusters Score -4448554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4448556.000000 Penalty: 5017.463379
	Iteration 30Q: 3 clusters Score -4448556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4448561.500000 Penalty: 5017.463379
	Iteration 31Q: 3 clusters Score -4448562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4448561.500000 Penalty: 5017.463379
	Iteration 32F: 3 clusters Score -4448562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Entering Unmasked Estep 
Score: -7861515.500000 Penalty: 2641.102539
	Iteration 0F: 2 clusters Score -7861516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -7833787.500000 Penalty: 5282.205078
	Iteration 0F: 3 clusters Score -7833788 nChanged 19477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -7844397.000000 Penalty: 5282.205078
	Iteration 1F: 3 clusters Score -7844397 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -7844858.500000 Penalty: 5282.205078
	Iteration 2Q: 3 clusters Score -7844858 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -7845421.000000 Penalty: 5282.205078
	Iteration 3Q: 3 clusters Score -7845421 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -7846102.500000 Penalty: 5282.205078
	Iteration 4Q: 3 clusters Score -7846102 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -7847020.000000 Penalty: 5282.205078
	Iteration 5Q: 3 clusters Score -7847020 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -7848242.500000 Penalty: 5282.205078
	Iteration 6F: 3 clusters Score -7848242 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -7849829.000000 Penalty: 5282.205078
	Iteration 7F: 3 clusters Score -7849829 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -7851796.000000 Penalty: 5282.205078
	Iteration 8F: 3 clusters Score -7851796 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -7854043.000000 Penalty: 5282.205078
	Iteration 9F: 3 clusters Score -7854043 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -7856117.000000 Penalty: 5282.205078
	Iteration 10F: 3 clusters Score -7856117 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7857573.500000 Penalty: 5282.205078
	Iteration 11Q: 3 clusters Score -7857574 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7858367.000000 Penalty: 5282.205078
	Iteration 12Q: 3 clusters Score -7858367 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7858799.500000 Penalty: 5282.205078
	Iteration 13Q: 3 clusters Score -7858800 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7858990.000000 Penalty: 5282.205078
	Iteration 14Q: 3 clusters Score -7858990 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7859117.000000 Penalty: 5282.205078
	Iteration 15Q: 3 clusters Score -7859117 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7859145.000000 Penalty: 5282.205078
	Iteration 16Q: 3 clusters Score -7859145 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7859178.500000 Penalty: 5282.205078
	Iteration 17Q: 3 clusters Score -7859178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7859191.000000 Penalty: 5282.205078
	Iteration 18Q: 3 clusters Score -7859191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7859214.500000 Penalty: 5282.205078
	Iteration 19Q: 3 clusters Score -7859214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7859223.500000 Penalty: 5282.205078
	Iteration 20F: 3 clusters Score -7859224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7859231.000000 Penalty: 5282.205078
	Iteration 21Q: 3 clusters Score -7859231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7859231.500000 Penalty: 5282.205078
	Iteration 22Q: 3 clusters Score -7859232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7859239.500000 Penalty: 5282.205078
	Iteration 23Q: 3 clusters Score -7859240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7859246.000000 Penalty: 5282.205078
	Iteration 24Q: 3 clusters Score -7859246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7859248.000000 Penalty: 5282.205078
	Iteration 25Q: 3 clusters Score -7859248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7859241.500000 Penalty: 5282.205078
	Iteration 26Q: 3 clusters Score -7859242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7859244.000000 Penalty: 5282.205078
	Iteration 27Q: 3 clusters Score -7859244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7859244.000000 Penalty: 5282.205078
	Iteration 28F: 3 clusters Score -7859244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -96890.257812 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -96890.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95315.000000 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -95315 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95495.195312 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -95495.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -95549.789062 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -95549.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -95571.828125 Penalty: 3130.620361
	Iteration 3Q: 3 clusters Score -95571.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -95590.992188 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -95590.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -95615.226562 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -95615.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95623.765625 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -95623.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -95628.703125 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -95628.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -95629.234375 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -95629.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -95632.640625 Penalty: 3130.620361
	Iteration 9Q: 3 clusters Score -95632.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -95632.640625 Penalty: 3130.620361
	Iteration 10F: 3 clusters Score -95632.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Entering Unmasked Estep 
Score: -8795723.000000 Penalty: 2669.716064
	Iteration 0F: 2 clusters Score -8795723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -8766103.000000 Penalty: 5339.432129
	Iteration 0F: 3 clusters Score -8766103 nChanged 21800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -8778164.000000 Penalty: 5339.432129
	Iteration 1F: 3 clusters Score -8778164 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -8778687.000000 Penalty: 5339.432129
	Iteration 2Q: 3 clusters Score -8778687 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -8779231.000000 Penalty: 5339.432129
	Iteration 3Q: 3 clusters Score -8779231 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -8779771.000000 Penalty: 5339.432129
	Iteration 4Q: 3 clusters Score -8779771 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -8780312.000000 Penalty: 5339.432129
	Iteration 5Q: 3 clusters Score -8780312 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -8780908.000000 Penalty: 5339.432129
	Iteration 6Q: 3 clusters Score -8780908 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -8781665.000000 Penalty: 5339.432129
	Iteration 7Q: 3 clusters Score -8781665 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -8782673.000000 Penalty: 5339.432129
	Iteration 8Q: 3 clusters Score -8782673 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -8784170.000000 Penalty: 5339.432129
	Iteration 9Q: 3 clusters Score -8784170 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -8786151.000000 Penalty: 5339.432129
	Iteration 10F: 3 clusters Score -8786151 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -8788191.000000 Penalty: 5339.432129
	Iteration 11F: 3 clusters Score -8788191 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -8789893.000000 Penalty: 5339.432129
	Iteration 12Q: 3 clusters Score -8789893 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -8791108.000000 Penalty: 5339.432129
	Iteration 13Q: 3 clusters Score -8791108 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -8791777.000000 Penalty: 5339.432129
	Iteration 14Q: 3 clusters Score -8791777 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -8792230.000000 Penalty: 5339.432129
	Iteration 15Q: 3 clusters Score -8792230 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -8792541.000000 Penalty: 5339.432129
	Iteration 16Q: 3 clusters Score -8792541 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -8792833.000000 Penalty: 5339.432129
	Iteration 17Q: 3 clusters Score -8792833 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -8793055.000000 Penalty: 5339.432129
	Iteration 18Q: 3 clusters Score -8793055 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -8793182.000000 Penalty: 5339.432129
	Iteration 19Q: 3 clusters Score -8793182 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -8793323.000000 Penalty: 5339.432129
	Iteration 20F: 3 clusters Score -8793323 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -8793397.000000 Penalty: 5339.432129
	Iteration 21Q: 3 clusters Score -8793397 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -8793498.000000 Penalty: 5339.432129
	Iteration 22Q: 3 clusters Score -8793498 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -8793539.000000 Penalty: 5339.432129
	Iteration 23Q: 3 clusters Score -8793539 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -8793586.000000 Penalty: 5339.432129
	Iteration 24Q: 3 clusters Score -8793586 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8793585.000000 Penalty: 5339.432129
	Iteration 25Q: 3 clusters Score -8793585 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -8793608.000000 Penalty: 5339.432129
	Iteration 26Q: 3 clusters Score -8793608 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8793638.000000 Penalty: 5339.432129
	Iteration 27Q: 3 clusters Score -8793638 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8793657.000000 Penalty: 5339.432129
	Iteration 28Q: 3 clusters Score -8793657 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8793652.000000 Penalty: 5339.432129
	Iteration 29Q: 3 clusters Score -8793652 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8793663.000000 Penalty: 5339.432129
	Iteration 30Q: 3 clusters Score -8793663 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8793687.000000 Penalty: 5339.432129
	Iteration 31Q: 3 clusters Score -8793687 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8793701.000000 Penalty: 5339.432129
	Iteration 32Q: 3 clusters Score -8793701 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8793676.000000 Penalty: 5339.432129
	Iteration 33Q: 3 clusters Score -8793676 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8793673.000000 Penalty: 5339.432129
	Iteration 34Q: 3 clusters Score -8793673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8793692.000000 Penalty: 5339.432129
	Iteration 35Q: 3 clusters Score -8793692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8793709.000000 Penalty: 5339.432129
	Iteration 36Q: 3 clusters Score -8793709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8793696.000000 Penalty: 5339.432129
	Iteration 37Q: 3 clusters Score -8793696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8793687.000000 Penalty: 5339.432129
	Iteration 38Q: 3 clusters Score -8793687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8793687.000000 Penalty: 5339.432129
	Iteration 39Q: 3 clusters Score -8793687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8793696.000000 Penalty: 5339.432129
	Iteration 40F: 3 clusters Score -8793696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8793700.000000 Penalty: 5339.432129
	Iteration 41Q: 3 clusters Score -8793700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8793693.000000 Penalty: 5339.432129
	Iteration 42Q: 3 clusters Score -8793693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8793700.000000 Penalty: 5339.432129
	Iteration 43Q: 3 clusters Score -8793700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8793688.000000 Penalty: 5339.432129
	Iteration 44Q: 3 clusters Score -8793688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8793699.000000 Penalty: 5339.432129
	Iteration 45Q: 3 clusters Score -8793699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8793711.000000 Penalty: 5339.432129
	Iteration 46Q: 3 clusters Score -8793711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8793709.000000 Penalty: 5339.432129
	Iteration 47Q: 3 clusters Score -8793709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8793714.000000 Penalty: 5339.432129
	Iteration 48Q: 3 clusters Score -8793714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8793732.000000 Penalty: 5339.432129
	Iteration 49Q: 3 clusters Score -8793732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8793735.000000 Penalty: 5339.432129
	Iteration 50Q: 3 clusters Score -8793735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8793742.000000 Penalty: 5339.432129
	Iteration 51Q: 3 clusters Score -8793742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8793745.000000 Penalty: 5339.432129
	Iteration 52Q: 3 clusters Score -8793745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8793743.000000 Penalty: 5339.432129
	Iteration 53Q: 3 clusters Score -8793743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8793739.000000 Penalty: 5339.432129
	Iteration 54Q: 3 clusters Score -8793739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8793744.000000 Penalty: 5339.432129
	Iteration 55Q: 3 clusters Score -8793744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8793737.000000 Penalty: 5339.432129
	Iteration 56Q: 3 clusters Score -8793737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8793737.000000 Penalty: 5339.432129
	Iteration 57F: 3 clusters Score -8793737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Entering Unmasked Estep 
Score: -3505272.250000 Penalty: 2441.825439
	Iteration 0F: 2 clusters Score -3505272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3491872.000000 Penalty: 4883.650879
	Iteration 0F: 3 clusters Score -3491872 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3496243.250000 Penalty: 4883.650879
	Iteration 1F: 3 clusters Score -3496243 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3496596.000000 Penalty: 4883.650879
	Iteration 2F: 3 clusters Score -3496596 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3496942.500000 Penalty: 4883.650879
	Iteration 3Q: 3 clusters Score -3496942 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3497264.500000 Penalty: 4883.650879
	Iteration 4Q: 3 clusters Score -3497264 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3497661.000000 Penalty: 4883.650879
	Iteration 5Q: 3 clusters Score -3497661 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3498163.500000 Penalty: 4883.650879
	Iteration 6Q: 3 clusters Score -3498164 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3498822.500000 Penalty: 4883.650879
	Iteration 7F: 3 clusters Score -3498822 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3499721.000000 Penalty: 4883.650879
	Iteration 8F: 3 clusters Score -3499721 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3500748.250000 Penalty: 4883.650879
	Iteration 9F: 3 clusters Score -3500748 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3501695.000000 Penalty: 4883.650879
	Iteration 10F: 3 clusters Score -3501695 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3502334.000000 Penalty: 4883.650879
	Iteration 11Q: 3 clusters Score -3502334 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3502688.000000 Penalty: 4883.650879
	Iteration 12Q: 3 clusters Score -3502688 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3502864.750000 Penalty: 4883.650879
	Iteration 13Q: 3 clusters Score -3502865 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3502966.500000 Penalty: 4883.650879
	Iteration 14Q: 3 clusters Score -3502966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3503032.000000 Penalty: 4883.650879
	Iteration 15Q: 3 clusters Score -3503032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3503064.000000 Penalty: 4883.650879
	Iteration 16Q: 3 clusters Score -3503064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3503079.000000 Penalty: 4883.650879
	Iteration 17Q: 3 clusters Score -3503079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3503093.250000 Penalty: 4883.650879
	Iteration 18Q: 3 clusters Score -3503093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3503104.750000 Penalty: 4883.650879
	Iteration 19Q: 3 clusters Score -3503105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3503118.500000 Penalty: 4883.650879
	Iteration 20F: 3 clusters Score -3503118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3503117.250000 Penalty: 4883.650879
	Iteration 21Q: 3 clusters Score -3503117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3503119.500000 Penalty: 4883.650879
	Iteration 22Q: 3 clusters Score -3503120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3503119.000000 Penalty: 4883.650879
	Iteration 23Q: 3 clusters Score -3503119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3503119.000000 Penalty: 4883.650879
	Iteration 24F: 3 clusters Score -3503119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -143283.406250 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -143283.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -141557.328125 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -141557.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -141879.515625 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -141879.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -141974.906250 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -141974.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -142016.468750 Penalty: 3328.419434
	Iteration 3Q: 3 clusters Score -142016.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -142094.843750 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -142094.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -142161.328125 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -142161.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -142204.531250 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -142204.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -142239.984375 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -142240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -142273.421875 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -142273.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -142305.640625 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -142305.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -142335.968750 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -142336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -142360.953125 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -142361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -142369.453125 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -142369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -142381.656250 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -142381.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -142402.203125 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -142402.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -142421.046875 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -142421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -142435.296875 Penalty: 3328.419434
	Iteration 16Q: 3 clusters Score -142435.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -142466.218750 Penalty: 3328.419434
	Iteration 17Q: 3 clusters Score -142466.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -142487.312500 Penalty: 3328.419434
	Iteration 18Q: 3 clusters Score -142487.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -142521.968750 Penalty: 3328.419434
	Iteration 19Q: 3 clusters Score -142522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -142555.140625 Penalty: 3328.419434
	Iteration 20F: 3 clusters Score -142555.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -142646.218750 Penalty: 3328.419434
	Iteration 21Q: 3 clusters Score -142646.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -142758.250000 Penalty: 3328.419434
	Iteration 22Q: 3 clusters Score -142758.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -142881.859375 Penalty: 3328.419434
	Iteration 23Q: 3 clusters Score -142881.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -142972.406250 Penalty: 3328.419434
	Iteration 24Q: 3 clusters Score -142972.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -143090.703125 Penalty: 3328.419434
	Iteration 25Q: 3 clusters Score -143090.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -143148.390625 Penalty: 3328.419434
	Iteration 26Q: 3 clusters Score -143148.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -143161.359375 Penalty: 3328.419434
	Iteration 27Q: 3 clusters Score -143161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -143163.453125 Penalty: 3328.419434
	Iteration 28Q: 3 clusters Score -143163.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -143163.453125 Penalty: 3328.419434
	Iteration 29F: 3 clusters Score -143163.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -20293.675781 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -20293.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19191.687500 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -19191.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19337.156250 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -19337.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19425.285156 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -19425.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19506.414062 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -19506.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19657.255859 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -19657.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19734.742188 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -19734.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19751.521484 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -19751.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19759.931641 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -19759.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19759.931641 Penalty: 2774.976807
	Iteration 8F: 3 clusters Score -19759.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -93055.632812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -93055.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91451.984375 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91451.98 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91853.062500 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91853.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91996.875000 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -91996.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92114.687500 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -92114.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92169.484375 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -92169.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92210.320312 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -92210.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92242.210938 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -92242.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92272.773438 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -92272.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92305.312500 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -92305.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92349.367188 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -92349.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92412.406250 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -92412.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92498.523438 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -92498.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92551.742188 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -92551.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92578.351562 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -92578.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92628.914062 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -92628.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92666.335938 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -92666.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92687.890625 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -92687.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92736.867188 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -92736.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92776.960938 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -92776.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92799.367188 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -92799.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92844.695312 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -92844.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92979.226562 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -92979.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -93088.070312 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -93088.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93116.539062 Penalty: 3220.151123
	Iteration 23Q: 3 clusters Score -93116.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -93160.195312 Penalty: 3220.151123
	Iteration 24Q: 3 clusters Score -93160.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -93191.500000 Penalty: 3220.151123
	Iteration 25Q: 3 clusters Score -93191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93230.078125 Penalty: 3220.151123
	Iteration 26Q: 3 clusters Score -93230.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93253.539062 Penalty: 3220.151123
	Iteration 27Q: 3 clusters Score -93253.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93257.875000 Penalty: 3220.151123
	Iteration 28Q: 3 clusters Score -93257.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93257.875000 Penalty: 3220.151123
	Iteration 29F: 3 clusters Score -93257.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 33768 members 
Mstep: Class 4 contains 42175 members 
Mstep: Class 5 contains 46512 members 
Mstep: Class 6 contains 38052 members 
Mstep: Class 7 contains 42382 members 
Mstep: Class 8 contains 45161 members 
Mstep: Class 9 contains 43953 members 
Mstep: Class 10 contains 45167 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 46429 members 
Mstep: Class 13 contains 47939 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24732 members 
Mstep: Class 16 contains 42176 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47334 members 
Mstep: Class 19 contains 18884 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 372 members 
Entering Unmasked Estep 
Score: -106668248.000000 Penalty: 82330.929688
Splitting cluster 22 changes total score from -106669728.000000 to -106668248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -51192.710938 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -51192.71 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 241 members 
Entering Unmasked Estep 
Score: -49771.925781 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -49771.93 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50083.800781 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -50083.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50334.484375 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -50334.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50571.804688 Penalty: 3066.314209
	Iteration 3F: 3 clusters Score -50571.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50770.402344 Penalty: 3066.314209
	Iteration 4F: 3 clusters Score -50770.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50899.894531 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -50899.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51005.167969 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -51005.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51033.304688 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -51033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51037.960938 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -51037.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51039.933594 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -51039.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51041.078125 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -51041.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51041.078125 Penalty: 3066.314209
	Iteration 11F: 3 clusters Score -51041.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -87896.523438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -87896.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86304.265625 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -86304.27 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86668.929688 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -86668.93 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86894.648438 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -86894.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87084.367188 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -87084.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -87207.343750 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -87207.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -87269.921875 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -87269.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -87287.351562 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -87287.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -87305.210938 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -87305.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87342.914062 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -87342.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87352.546875 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -87352.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -87373.218750 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -87373.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87373.804688 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -87373.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87374.453125 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -87374.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87374.453125 Penalty: 3229.825684
	Iteration 13F: 3 clusters Score -87374.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 33768 members 
Mstep: Class 4 contains 42175 members 
Mstep: Class 5 contains 46512 members 
Mstep: Class 6 contains 38052 members 
Mstep: Class 7 contains 42382 members 
Mstep: Class 8 contains 45161 members 
Mstep: Class 9 contains 43953 members 
Mstep: Class 10 contains 45167 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 46429 members 
Mstep: Class 13 contains 47939 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24732 members 
Mstep: Class 16 contains 42176 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47334 members 
Mstep: Class 19 contains 18884 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669856.000000 Penalty: 79037.695312
Iteration 239Q: 25 clusters Score -1.066699e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 33798 members 
Mstep: Class 4 contains 42149 members 
Mstep: Class 5 contains 46512 members 
Mstep: Class 6 contains 38232 members 
Mstep: Class 7 contains 42346 members 
Mstep: Class 8 contains 45167 members 
Mstep: Class 9 contains 43956 members 
Mstep: Class 10 contains 45094 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 46424 members 
Mstep: Class 13 contains 47872 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24732 members 
Mstep: Class 16 contains 42285 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47312 members 
Mstep: Class 19 contains 18771 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670264.000000 Penalty: 79037.695312
Iteration 240F: 25 clusters Score -1.066703e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5141 members 
Mstep: Class 3 contains 33785 members 
Mstep: Class 4 contains 42142 members 
Mstep: Class 5 contains 46450 members 
Mstep: Class 6 contains 38435 members 
Mstep: Class 7 contains 42307 members 
Mstep: Class 8 contains 45238 members 
Mstep: Class 9 contains 43948 members 
Mstep: Class 10 contains 45069 members 
Mstep: Class 11 contains 7936 members 
Mstep: Class 12 contains 46413 members 
Mstep: Class 13 contains 47830 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24715 members 
Mstep: Class 16 contains 42366 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47274 members 
Mstep: Class 19 contains 18659 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670408.000000 Penalty: 79037.695312
Iteration 241Q: 25 clusters Score -1.066704e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 33760 members 
Mstep: Class 4 contains 42141 members 
Mstep: Class 5 contains 46438 members 
Mstep: Class 6 contains 38604 members 
Mstep: Class 7 contains 42275 members 
Mstep: Class 8 contains 45280 members 
Mstep: Class 9 contains 43945 members 
Mstep: Class 10 contains 45130 members 
Mstep: Class 11 contains 7945 members 
Mstep: Class 12 contains 46373 members 
Mstep: Class 13 contains 47808 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24697 members 
Mstep: Class 16 contains 42392 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47231 members 
Mstep: Class 19 contains 18544 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670600.000000 Penalty: 79037.695312
Iteration 242Q: 25 clusters Score -1.066706e+08 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 33738 members 
Mstep: Class 4 contains 42133 members 
Mstep: Class 5 contains 46383 members 
Mstep: Class 6 contains 38767 members 
Mstep: Class 7 contains 42272 members 
Mstep: Class 8 contains 45259 members 
Mstep: Class 9 contains 43936 members 
Mstep: Class 10 contains 45173 members 
Mstep: Class 11 contains 7950 members 
Mstep: Class 12 contains 46326 members 
Mstep: Class 13 contains 47806 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24677 members 
Mstep: Class 16 contains 42475 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47210 members 
Mstep: Class 19 contains 18459 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671056.000000 Penalty: 79037.695312
Iteration 243Q: 25 clusters Score -1.066711e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 33716 members 
Mstep: Class 4 contains 42141 members 
Mstep: Class 5 contains 46337 members 
Mstep: Class 6 contains 38915 members 
Mstep: Class 7 contains 42277 members 
Mstep: Class 8 contains 45319 members 
Mstep: Class 9 contains 43931 members 
Mstep: Class 10 contains 45225 members 
Mstep: Class 11 contains 7957 members 
Mstep: Class 12 contains 46250 members 
Mstep: Class 13 contains 47791 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24654 members 
Mstep: Class 16 contains 42487 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47195 members 
Mstep: Class 19 contains 18364 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671136.000000 Penalty: 79037.695312
Iteration 244Q: 25 clusters Score -1.066711e+08 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5155 members 
Mstep: Class 3 contains 33695 members 
Mstep: Class 4 contains 42135 members 
Mstep: Class 5 contains 46315 members 
Mstep: Class 6 contains 39052 members 
Mstep: Class 7 contains 42279 members 
Mstep: Class 8 contains 45332 members 
Mstep: Class 9 contains 43930 members 
Mstep: Class 10 contains 45253 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 46213 members 
Mstep: Class 13 contains 47723 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24633 members 
Mstep: Class 16 contains 42551 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47213 members 
Mstep: Class 19 contains 18261 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671320.000000 Penalty: 79037.695312
Iteration 245Q: 25 clusters Score -1.066713e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5153 members 
Mstep: Class 3 contains 33641 members 
Mstep: Class 4 contains 42128 members 
Mstep: Class 5 contains 46317 members 
Mstep: Class 6 contains 39175 members 
Mstep: Class 7 contains 42256 members 
Mstep: Class 8 contains 45338 members 
Mstep: Class 9 contains 43958 members 
Mstep: Class 10 contains 45287 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 46195 members 
Mstep: Class 13 contains 47682 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24622 members 
Mstep: Class 16 contains 42565 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47262 members 
Mstep: Class 19 contains 18145 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671544.000000 Penalty: 79037.695312
Iteration 246Q: 25 clusters Score -1.066715e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 33599 members 
Mstep: Class 4 contains 42113 members 
Mstep: Class 5 contains 46290 members 
Mstep: Class 6 contains 39295 members 
Mstep: Class 7 contains 42285 members 
Mstep: Class 8 contains 45331 members 
Mstep: Class 9 contains 43967 members 
Mstep: Class 10 contains 45318 members 
Mstep: Class 11 contains 7995 members 
Mstep: Class 12 contains 46197 members 
Mstep: Class 13 contains 47623 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24620 members 
Mstep: Class 16 contains 42609 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 47303 members 
Mstep: Class 19 contains 18019 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671808.000000 Penalty: 79037.695312
Iteration 247Q: 25 clusters Score -1.066718e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 33561 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 46266 members 
Mstep: Class 6 contains 39445 members 
Mstep: Class 7 contains 42305 members 
Mstep: Class 8 contains 45342 members 
Mstep: Class 9 contains 43991 members 
Mstep: Class 10 contains 45348 members 
Mstep: Class 11 contains 7995 members 
Mstep: Class 12 contains 46208 members 
Mstep: Class 13 contains 47501 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24618 members 
Mstep: Class 16 contains 42685 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47317 members 
Mstep: Class 19 contains 17891 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671952.000000 Penalty: 79037.695312
Iteration 248Q: 25 clusters Score -1.06672e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5128 members 
Mstep: Class 3 contains 33522 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 46243 members 
Mstep: Class 6 contains 39616 members 
Mstep: Class 7 contains 42357 members 
Mstep: Class 8 contains 45383 members 
Mstep: Class 9 contains 44017 members 
Mstep: Class 10 contains 45376 members 
Mstep: Class 11 contains 7996 members 
Mstep: Class 12 contains 46222 members 
Mstep: Class 13 contains 47373 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24609 members 
Mstep: Class 16 contains 42684 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47324 members 
Mstep: Class 19 contains 17757 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672128.000000 Penalty: 79037.695312
Iteration 249Q: 25 clusters Score -1.066721e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5132 members 
Mstep: Class 3 contains 33479 members 
Mstep: Class 4 contains 42087 members 
Mstep: Class 5 contains 46256 members 
Mstep: Class 6 contains 39780 members 
Mstep: Class 7 contains 42398 members 
Mstep: Class 8 contains 45400 members 
Mstep: Class 9 contains 44029 members 
Mstep: Class 10 contains 45416 members 
Mstep: Class 11 contains 8010 members 
Mstep: Class 12 contains 46220 members 
Mstep: Class 13 contains 47242 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24607 members 
Mstep: Class 16 contains 42677 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47338 members 
Mstep: Class 19 contains 17635 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672024.000000 Penalty: 79037.695312
Iteration 250Q: 25 clusters Score -1.06672e+08 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5126 members 
Mstep: Class 3 contains 33440 members 
Mstep: Class 4 contains 42076 members 
Mstep: Class 5 contains 46257 members 
Mstep: Class 6 contains 39946 members 
Mstep: Class 7 contains 42398 members 
Mstep: Class 8 contains 45429 members 
Mstep: Class 9 contains 44025 members 
Mstep: Class 10 contains 45463 members 
Mstep: Class 11 contains 8024 members 
Mstep: Class 12 contains 46220 members 
Mstep: Class 13 contains 47158 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24600 members 
Mstep: Class 16 contains 42676 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47337 members 
Mstep: Class 19 contains 17530 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672320.000000 Penalty: 79037.695312
Iteration 251Q: 25 clusters Score -1.066723e+08 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 33404 members 
Mstep: Class 4 contains 42054 members 
Mstep: Class 5 contains 46268 members 
Mstep: Class 6 contains 40074 members 
Mstep: Class 7 contains 42424 members 
Mstep: Class 8 contains 45508 members 
Mstep: Class 9 contains 44047 members 
Mstep: Class 10 contains 45471 members 
Mstep: Class 11 contains 8042 members 
Mstep: Class 12 contains 46188 members 
Mstep: Class 13 contains 47118 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24579 members 
Mstep: Class 16 contains 42657 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47339 members 
Mstep: Class 19 contains 17403 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672424.000000 Penalty: 79037.695312
Iteration 252Q: 25 clusters Score -1.066724e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5132 members 
Mstep: Class 3 contains 33347 members 
Mstep: Class 4 contains 42049 members 
Mstep: Class 5 contains 46313 members 
Mstep: Class 6 contains 40192 members 
Mstep: Class 7 contains 42434 members 
Mstep: Class 8 contains 45603 members 
Mstep: Class 9 contains 44066 members 
Mstep: Class 10 contains 45465 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 12 contains 46147 members 
Mstep: Class 13 contains 47065 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24571 members 
Mstep: Class 16 contains 42666 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47335 members 
Mstep: Class 19 contains 17276 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672416.000000 Penalty: 79037.695312
Iteration 253Q: 25 clusters Score -1.066724e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 33317 members 
Mstep: Class 4 contains 42024 members 
Mstep: Class 5 contains 46301 members 
Mstep: Class 6 contains 40321 members 
Mstep: Class 7 contains 42467 members 
Mstep: Class 8 contains 45657 members 
Mstep: Class 9 contains 44067 members 
Mstep: Class 10 contains 45439 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 46124 members 
Mstep: Class 13 contains 47043 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24554 members 
Mstep: Class 16 contains 42713 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47330 members 
Mstep: Class 19 contains 17158 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672424.000000 Penalty: 79037.695312
Iteration 254Q: 25 clusters Score -1.066724e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5143 members 
Mstep: Class 3 contains 33273 members 
Mstep: Class 4 contains 42024 members 
Mstep: Class 5 contains 46291 members 
Mstep: Class 6 contains 40420 members 
Mstep: Class 7 contains 42482 members 
Mstep: Class 8 contains 45691 members 
Mstep: Class 9 contains 44091 members 
Mstep: Class 10 contains 45449 members 
Mstep: Class 11 contains 8058 members 
Mstep: Class 12 contains 46112 members 
Mstep: Class 13 contains 47049 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24531 members 
Mstep: Class 16 contains 42751 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47328 members 
Mstep: Class 19 contains 17015 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672128.000000 Penalty: 79037.695312
Iteration 255Q: 25 clusters Score -1.066721e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5158 members 
Mstep: Class 3 contains 33252 members 
Mstep: Class 4 contains 42016 members 
Mstep: Class 5 contains 46309 members 
Mstep: Class 6 contains 40508 members 
Mstep: Class 7 contains 42498 members 
Mstep: Class 8 contains 45727 members 
Mstep: Class 9 contains 44113 members 
Mstep: Class 10 contains 45436 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 46107 members 
Mstep: Class 13 contains 47037 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24521 members 
Mstep: Class 16 contains 42786 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47294 members 
Mstep: Class 19 contains 16888 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672256.000000 Penalty: 79037.695312
Iteration 256Q: 25 clusters Score -1.066723e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5164 members 
Mstep: Class 3 contains 33220 members 
Mstep: Class 4 contains 42008 members 
Mstep: Class 5 contains 46282 members 
Mstep: Class 6 contains 40593 members 
Mstep: Class 7 contains 42512 members 
Mstep: Class 8 contains 45831 members 
Mstep: Class 9 contains 44133 members 
Mstep: Class 10 contains 45431 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 46069 members 
Mstep: Class 13 contains 47005 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24506 members 
Mstep: Class 16 contains 42832 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47298 members 
Mstep: Class 19 contains 16750 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672384.000000 Penalty: 79037.695312
Iteration 257Q: 25 clusters Score -1.066724e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 33205 members 
Mstep: Class 4 contains 42009 members 
Mstep: Class 5 contains 46255 members 
Mstep: Class 6 contains 40668 members 
Mstep: Class 7 contains 42526 members 
Mstep: Class 8 contains 45906 members 
Mstep: Class 9 contains 44170 members 
Mstep: Class 10 contains 45441 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 46032 members 
Mstep: Class 13 contains 46976 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24498 members 
Mstep: Class 16 contains 42846 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47299 members 
Mstep: Class 19 contains 16613 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672768.000000 Penalty: 79037.695312
Iteration 258Q: 25 clusters Score -1.066728e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 33191 members 
Mstep: Class 4 contains 42001 members 
Mstep: Class 5 contains 46231 members 
Mstep: Class 6 contains 40738 members 
Mstep: Class 7 contains 42550 members 
Mstep: Class 8 contains 45991 members 
Mstep: Class 9 contains 44189 members 
Mstep: Class 10 contains 45441 members 
Mstep: Class 11 contains 8095 members 
Mstep: Class 12 contains 46013 members 
Mstep: Class 13 contains 46916 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24498 members 
Mstep: Class 16 contains 42861 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47348 members 
Mstep: Class 19 contains 16466 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672960.000000 Penalty: 79037.695312
Iteration 259Q: 25 clusters Score -1.06673e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 33182 members 
Mstep: Class 4 contains 41994 members 
Mstep: Class 5 contains 46228 members 
Mstep: Class 6 contains 40796 members 
Mstep: Class 7 contains 42577 members 
Mstep: Class 8 contains 46048 members 
Mstep: Class 9 contains 44190 members 
Mstep: Class 10 contains 45461 members 
Mstep: Class 11 contains 8101 members 
Mstep: Class 12 contains 46008 members 
Mstep: Class 13 contains 46856 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24486 members 
Mstep: Class 16 contains 42939 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47335 members 
Mstep: Class 19 contains 16326 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672816.000000 Penalty: 79037.695312
Iteration 260F: 25 clusters Score -1.066728e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 33189 members 
Mstep: Class 4 contains 41994 members 
Mstep: Class 5 contains 46166 members 
Mstep: Class 6 contains 40856 members 
Mstep: Class 7 contains 42598 members 
Mstep: Class 8 contains 46111 members 
Mstep: Class 9 contains 44196 members 
Mstep: Class 10 contains 45535 members 
Mstep: Class 11 contains 8104 members 
Mstep: Class 12 contains 46022 members 
Mstep: Class 13 contains 46785 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24473 members 
Mstep: Class 16 contains 42994 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47317 members 
Mstep: Class 19 contains 16190 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672656.000000 Penalty: 79037.695312
Iteration 261Q: 25 clusters Score -1.066727e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 33210 members 
Mstep: Class 4 contains 41988 members 
Mstep: Class 5 contains 46129 members 
Mstep: Class 6 contains 40917 members 
Mstep: Class 7 contains 42642 members 
Mstep: Class 8 contains 46129 members 
Mstep: Class 9 contains 44206 members 
Mstep: Class 10 contains 45587 members 
Mstep: Class 11 contains 8101 members 
Mstep: Class 12 contains 46021 members 
Mstep: Class 13 contains 46722 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24456 members 
Mstep: Class 16 contains 43083 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 47299 members 
Mstep: Class 19 contains 16038 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672440.000000 Penalty: 79037.695312
Iteration 262Q: 25 clusters Score -1.066724e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 33235 members 
Mstep: Class 4 contains 41988 members 
Mstep: Class 5 contains 46115 members 
Mstep: Class 6 contains 40963 members 
Mstep: Class 7 contains 42672 members 
Mstep: Class 8 contains 46172 members 
Mstep: Class 9 contains 44228 members 
Mstep: Class 10 contains 45618 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 12 contains 46047 members 
Mstep: Class 13 contains 46658 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24444 members 
Mstep: Class 16 contains 43117 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47272 members 
Mstep: Class 19 contains 15896 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672736.000000 Penalty: 79037.695312
Iteration 263Q: 25 clusters Score -1.066727e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 33269 members 
Mstep: Class 4 contains 41978 members 
Mstep: Class 5 contains 46078 members 
Mstep: Class 6 contains 41006 members 
Mstep: Class 7 contains 42712 members 
Mstep: Class 8 contains 46199 members 
Mstep: Class 9 contains 44232 members 
Mstep: Class 10 contains 45641 members 
Mstep: Class 11 contains 8103 members 
Mstep: Class 12 contains 46047 members 
Mstep: Class 13 contains 46631 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24434 members 
Mstep: Class 16 contains 43167 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47291 members 
Mstep: Class 19 contains 15735 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672488.000000 Penalty: 79037.695312
Iteration 264Q: 25 clusters Score -1.066725e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5195 members 
Mstep: Class 3 contains 33304 members 
Mstep: Class 4 contains 41968 members 
Mstep: Class 5 contains 46047 members 
Mstep: Class 6 contains 41049 members 
Mstep: Class 7 contains 42729 members 
Mstep: Class 8 contains 46312 members 
Mstep: Class 9 contains 44245 members 
Mstep: Class 10 contains 45667 members 
Mstep: Class 11 contains 8105 members 
Mstep: Class 12 contains 46029 members 
Mstep: Class 13 contains 46567 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24426 members 
Mstep: Class 16 contains 43195 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47289 members 
Mstep: Class 19 contains 15585 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672536.000000 Penalty: 79037.695312
Iteration 265Q: 25 clusters Score -1.066725e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 33342 members 
Mstep: Class 4 contains 41955 members 
Mstep: Class 5 contains 46025 members 
Mstep: Class 6 contains 41070 members 
Mstep: Class 7 contains 42801 members 
Mstep: Class 8 contains 46393 members 
Mstep: Class 9 contains 44275 members 
Mstep: Class 10 contains 45725 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 46411 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24415 members 
Mstep: Class 16 contains 43264 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47284 members 
Mstep: Class 19 contains 15423 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672560.000000 Penalty: 79037.695312
Iteration 266Q: 25 clusters Score -1.066726e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 33410 members 
Mstep: Class 4 contains 41945 members 
Mstep: Class 5 contains 46025 members 
Mstep: Class 6 contains 41041 members 
Mstep: Class 7 contains 42856 members 
Mstep: Class 8 contains 46443 members 
Mstep: Class 9 contains 44292 members 
Mstep: Class 10 contains 45784 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 46007 members 
Mstep: Class 13 contains 46268 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24408 members 
Mstep: Class 16 contains 43352 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47298 members 
Mstep: Class 19 contains 15268 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672848.000000 Penalty: 79037.695312
Iteration 267Q: 25 clusters Score -1.066728e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 33483 members 
Mstep: Class 4 contains 41943 members 
Mstep: Class 5 contains 46018 members 
Mstep: Class 6 contains 41016 members 
Mstep: Class 7 contains 42883 members 
Mstep: Class 8 contains 46474 members 
Mstep: Class 9 contains 44293 members 
Mstep: Class 10 contains 45824 members 
Mstep: Class 11 contains 8116 members 
Mstep: Class 12 contains 45999 members 
Mstep: Class 13 contains 46183 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24403 members 
Mstep: Class 16 contains 43443 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47327 members 
Mstep: Class 19 contains 15101 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672880.000000 Penalty: 79037.695312
Iteration 268Q: 25 clusters Score -1.066729e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 33540 members 
Mstep: Class 4 contains 41927 members 
Mstep: Class 5 contains 45960 members 
Mstep: Class 6 contains 40996 members 
Mstep: Class 7 contains 42904 members 
Mstep: Class 8 contains 46536 members 
Mstep: Class 9 contains 44281 members 
Mstep: Class 10 contains 45872 members 
Mstep: Class 11 contains 8122 members 
Mstep: Class 12 contains 46044 members 
Mstep: Class 13 contains 46113 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24404 members 
Mstep: Class 16 contains 43517 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47349 members 
Mstep: Class 19 contains 14941 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672776.000000 Penalty: 79037.695312
Iteration 269Q: 25 clusters Score -1.066728e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 33590 members 
Mstep: Class 4 contains 41927 members 
Mstep: Class 5 contains 45948 members 
Mstep: Class 6 contains 40972 members 
Mstep: Class 7 contains 42938 members 
Mstep: Class 8 contains 46597 members 
Mstep: Class 9 contains 44259 members 
Mstep: Class 10 contains 45884 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 46054 members 
Mstep: Class 13 contains 46046 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24402 members 
Mstep: Class 16 contains 43591 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47384 members 
Mstep: Class 19 contains 14780 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672840.000000 Penalty: 79037.695312
Iteration 270Q: 25 clusters Score -1.066728e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5214 members 
Mstep: Class 3 contains 33636 members 
Mstep: Class 4 contains 41929 members 
Mstep: Class 5 contains 45939 members 
Mstep: Class 6 contains 40950 members 
Mstep: Class 7 contains 42972 members 
Mstep: Class 8 contains 46673 members 
Mstep: Class 9 contains 44251 members 
Mstep: Class 10 contains 45914 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 46067 members 
Mstep: Class 13 contains 45986 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24394 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47417 members 
Mstep: Class 19 contains 14627 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672776.000000 Penalty: 79037.695312
Iteration 271Q: 25 clusters Score -1.066728e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 33692 members 
Mstep: Class 4 contains 41931 members 
Mstep: Class 5 contains 45935 members 
Mstep: Class 6 contains 40922 members 
Mstep: Class 7 contains 43019 members 
Mstep: Class 8 contains 46734 members 
Mstep: Class 9 contains 44227 members 
Mstep: Class 10 contains 45955 members 
Mstep: Class 11 contains 8138 members 
Mstep: Class 12 contains 46099 members 
Mstep: Class 13 contains 45929 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24390 members 
Mstep: Class 16 contains 43638 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47443 members 
Mstep: Class 19 contains 14463 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672680.000000 Penalty: 79037.695312
Iteration 272Q: 25 clusters Score -1.066727e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5195 members 
Mstep: Class 3 contains 33768 members 
Mstep: Class 4 contains 41928 members 
Mstep: Class 5 contains 45928 members 
Mstep: Class 6 contains 40911 members 
Mstep: Class 7 contains 43058 members 
Mstep: Class 8 contains 46815 members 
Mstep: Class 9 contains 44202 members 
Mstep: Class 10 contains 46000 members 
Mstep: Class 11 contains 8143 members 
Mstep: Class 12 contains 46115 members 
Mstep: Class 13 contains 45882 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24388 members 
Mstep: Class 16 contains 43631 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47473 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672848.000000 Penalty: 79037.695312
Iteration 273Q: 25 clusters Score -1.066728e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 33857 members 
Mstep: Class 4 contains 41931 members 
Mstep: Class 5 contains 45930 members 
Mstep: Class 6 contains 40889 members 
Mstep: Class 7 contains 43094 members 
Mstep: Class 8 contains 46852 members 
Mstep: Class 9 contains 44189 members 
Mstep: Class 10 contains 46042 members 
Mstep: Class 11 contains 8149 members 
Mstep: Class 12 contains 46129 members 
Mstep: Class 13 contains 45843 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24384 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47524 members 
Mstep: Class 19 contains 14097 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672824.000000 Penalty: 79037.695312
Iteration 274Q: 25 clusters Score -1.066728e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 33949 members 
Mstep: Class 4 contains 41918 members 
Mstep: Class 5 contains 45931 members 
Mstep: Class 6 contains 40906 members 
Mstep: Class 7 contains 43129 members 
Mstep: Class 8 contains 46890 members 
Mstep: Class 9 contains 44185 members 
Mstep: Class 10 contains 46137 members 
Mstep: Class 11 contains 8163 members 
Mstep: Class 12 contains 46111 members 
Mstep: Class 13 contains 45826 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24373 members 
Mstep: Class 16 contains 43550 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47529 members 
Mstep: Class 19 contains 13919 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673016.000000 Penalty: 79037.695312
Iteration 275Q: 25 clusters Score -1.06673e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 34009 members 
Mstep: Class 4 contains 41910 members 
Mstep: Class 5 contains 45919 members 
Mstep: Class 6 contains 40922 members 
Mstep: Class 7 contains 43189 members 
Mstep: Class 8 contains 46996 members 
Mstep: Class 9 contains 44191 members 
Mstep: Class 10 contains 46191 members 
Mstep: Class 11 contains 8171 members 
Mstep: Class 12 contains 46098 members 
Mstep: Class 13 contains 45811 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24367 members 
Mstep: Class 16 contains 43438 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47553 members 
Mstep: Class 19 contains 13755 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673136.000000 Penalty: 79037.695312
Iteration 276Q: 25 clusters Score -1.066731e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 34087 members 
Mstep: Class 4 contains 41904 members 
Mstep: Class 5 contains 45911 members 
Mstep: Class 6 contains 40936 members 
Mstep: Class 7 contains 43207 members 
Mstep: Class 8 contains 47101 members 
Mstep: Class 9 contains 44191 members 
Mstep: Class 10 contains 46308 members 
Mstep: Class 11 contains 8184 members 
Mstep: Class 12 contains 46082 members 
Mstep: Class 13 contains 45751 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24353 members 
Mstep: Class 16 contains 43362 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47532 members 
Mstep: Class 19 contains 13604 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673232.000000 Penalty: 79037.695312
Iteration 277Q: 25 clusters Score -1.066732e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 34178 members 
Mstep: Class 4 contains 41894 members 
Mstep: Class 5 contains 45911 members 
Mstep: Class 6 contains 40927 members 
Mstep: Class 7 contains 43236 members 
Mstep: Class 8 contains 47190 members 
Mstep: Class 9 contains 44179 members 
Mstep: Class 10 contains 46373 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 46076 members 
Mstep: Class 13 contains 45695 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24335 members 
Mstep: Class 16 contains 43324 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47528 members 
Mstep: Class 19 contains 13457 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673048.000000 Penalty: 79037.695312
Iteration 278Q: 25 clusters Score -1.06673e+08 nChanged 1952
Entering ConstructFrom: 
Score: -106673048.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -405769.250000 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -405769.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -402957.812500 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -402957.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -403633.218750 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -403633.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -403880.125000 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -403880.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -404023.531250 Penalty: 3854.239990
	Iteration 3F: 3 clusters Score -404023.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -404126.500000 Penalty: 3854.239990
	Iteration 4Q: 3 clusters Score -404126.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -404191.843750 Penalty: 3854.239990
	Iteration 5Q: 3 clusters Score -404191.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -404266.906250 Penalty: 3854.239990
	Iteration 6Q: 3 clusters Score -404266.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -404343.031250 Penalty: 3854.239990
	Iteration 7Q: 3 clusters Score -404343 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -404424.250000 Penalty: 3854.239990
	Iteration 8Q: 3 clusters Score -404424.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -404500.500000 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -404500.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -404569.156250 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -404569.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -404620.906250 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -404620.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -404666.343750 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -404666.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -404725.125000 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -404725.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -404806.562500 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -404806.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -404905.062500 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -404905.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -404990.406250 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -404990.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -405062.937500 Penalty: 3854.239990
	Iteration 17Q: 3 clusters Score -405062.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -405155.531250 Penalty: 3854.239990
	Iteration 18Q: 3 clusters Score -405155.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -405252.062500 Penalty: 3854.239990
	Iteration 19Q: 3 clusters Score -405252.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -405321.062500 Penalty: 3854.239990
	Iteration 20F: 3 clusters Score -405321.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -405379.718750 Penalty: 3854.239990
	Iteration 21Q: 3 clusters Score -405379.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -405441.125000 Penalty: 3854.239990
	Iteration 22Q: 3 clusters Score -405441.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -405486.468750 Penalty: 3854.239990
	Iteration 23Q: 3 clusters Score -405486.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -405521.125000 Penalty: 3854.239990
	Iteration 24Q: 3 clusters Score -405521.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -405558.156250 Penalty: 3854.239990
	Iteration 25Q: 3 clusters Score -405558.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -405610.156250 Penalty: 3854.239990
	Iteration 26Q: 3 clusters Score -405610.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -405645.500000 Penalty: 3854.239990
	Iteration 27Q: 3 clusters Score -405645.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -405667.125000 Penalty: 3854.239990
	Iteration 28Q: 3 clusters Score -405667.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -405678.968750 Penalty: 3854.239990
	Iteration 29Q: 3 clusters Score -405679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -405690.500000 Penalty: 3854.239990
	Iteration 30Q: 3 clusters Score -405690.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -405701.750000 Penalty: 3854.239990
	Iteration 31Q: 3 clusters Score -405701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -405709.218750 Penalty: 3854.239990
	Iteration 32Q: 3 clusters Score -405709.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -405712.687500 Penalty: 3854.239990
	Iteration 33Q: 3 clusters Score -405712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -405713.406250 Penalty: 3854.239990
	Iteration 34Q: 3 clusters Score -405713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -405714.500000 Penalty: 3854.239990
	Iteration 35Q: 3 clusters Score -405714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -405715.093750 Penalty: 3854.239990
	Iteration 36Q: 3 clusters Score -405715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -405715.375000 Penalty: 3854.239990
	Iteration 37Q: 3 clusters Score -405715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -405716.312500 Penalty: 3854.239990
	Iteration 38Q: 3 clusters Score -405716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -405739.687500 Penalty: 3854.239990
	Iteration 39F: 3 clusters Score -405739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -405764.593750 Penalty: 3854.239990
	Iteration 40F: 3 clusters Score -405764.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -405781.500000 Penalty: 3854.239990
	Iteration 41Q: 3 clusters Score -405781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -405785.687500 Penalty: 3854.239990
	Iteration 42Q: 3 clusters Score -405785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -405789.312500 Penalty: 3854.239990
	Iteration 43Q: 3 clusters Score -405789.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -405789.312500 Penalty: 3854.239990
	Iteration 44F: 3 clusters Score -405789.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5223 members 
Mstep: Class 3 contains 34265 members 
Mstep: Class 4 contains 41893 members 
Mstep: Class 5 contains 45916 members 
Mstep: Class 6 contains 40931 members 
Mstep: Class 7 contains 43244 members 
Mstep: Class 8 contains 47266 members 
Mstep: Class 9 contains 44170 members 
Mstep: Class 10 contains 46414 members 
Mstep: Class 11 contains 8207 members 
Mstep: Class 12 contains 46070 members 
Mstep: Class 13 contains 45662 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24323 members 
Mstep: Class 16 contains 43305 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47516 members 
Mstep: Class 19 contains 13310 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 767 members 
Entering Unmasked Estep 
Score: -106671536.000000 Penalty: 82330.929688
Splitting cluster 1 changes total score from -106673048.000000 to -106671536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -962220.312500 Penalty: 2123.085205
	Iteration 0F: 2 clusters Score -962220.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -957583.000000 Penalty: 4246.170410
	Iteration 0F: 3 clusters Score -957583 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -958685.875000 Penalty: 4246.170410
	Iteration 1F: 3 clusters Score -958685.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -958878.562500 Penalty: 4246.170410
	Iteration 2F: 3 clusters Score -958878.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -958995.937500 Penalty: 4246.170410
	Iteration 3Q: 3 clusters Score -958995.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -959069.875000 Penalty: 4246.170410
	Iteration 4Q: 3 clusters Score -959069.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -959134.500000 Penalty: 4246.170410
	Iteration 5Q: 3 clusters Score -959134.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -959191.187500 Penalty: 4246.170410
	Iteration 6Q: 3 clusters Score -959191.2 nChanged 106
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: -959237.937500 Penalty: 4246.170410
	Iteration 7Q: 3 clusters Score -959237.9 nChanged 100
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: -959279.750000 Penalty: 4246.170410
	Iteration 8Q: 3 clusters Score -959279.8 nChanged 77
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: -959305.250000 Penalty: 4246.170410
	Iteration 9Q: 3 clusters Score -959305.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -959322.687500 Penalty: 4246.170410
	Iteration 10Q: 3 clusters Score -959322.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -959344.875000 Penalty: 4246.170410
	Iteration 11Q: 3 clusters Score -959344.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -959363.500000 Penalty: 4246.170410
	Iteration 12Q: 3 clusters Score -959363.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -959378.750000 Penalty: 4246.170410
	Iteration 13Q: 3 clusters Score -959378.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -959395.812500 Penalty: 4246.170410
	Iteration 14Q: 3 clusters Score -959395.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -959410.687500 Penalty: 4246.170410
	Iteration 15Q: 3 clusters Score -959410.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -959420.125000 Penalty: 4246.170410
	Iteration 16Q: 3 clusters Score -959420.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -959424.875000 Penalty: 4246.170410
	Iteration 17Q: 3 clusters Score -959424.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -959431.875000 Penalty: 4246.170410
	Iteration 18Q: 3 clusters Score -959431.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -959438.000000 Penalty: 4246.170410
	Iteration 19Q: 3 clusters Score -959438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -959441.437500 Penalty: 4246.170410
	Iteration 20F: 3 clusters Score -959441.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -959451.937500 Penalty: 4246.170410
	Iteration 21Q: 3 clusters Score -959451.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -959463.062500 Penalty: 4246.170410
	Iteration 22Q: 3 clusters Score -959463.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -959480.125000 Penalty: 4246.170410
	Iteration 23Q: 3 clusters Score -959480.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -959496.812500 Penalty: 4246.170410
	Iteration 24Q: 3 clusters Score -959496.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -959508.875000 Penalty: 4246.170410
	Iteration 25Q: 3 clusters Score -959508.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -959526.625000 Penalty: 4246.170410
	Iteration 26Q: 3 clusters Score -959526.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -959550.937500 Penalty: 4246.170410
	Iteration 27Q: 3 clusters Score -959550.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -959584.875000 Penalty: 4246.170410
	Iteration 28Q: 3 clusters Score -959584.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -959613.937500 Penalty: 4246.170410
	Iteration 29Q: 3 clusters Score -959613.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -959641.062500 Penalty: 4246.170410
	Iteration 30Q: 3 clusters Score -959641.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -959677.187500 Penalty: 4246.170410
	Iteration 31Q: 3 clusters Score -959677.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -959712.500000 Penalty: 4246.170410
	Iteration 32Q: 3 clusters Score -959712.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -959738.250000 Penalty: 4246.170410
	Iteration 33Q: 3 clusters Score -959738.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -959765.375000 Penalty: 4246.170410
	Iteration 34Q: 3 clusters Score -959765.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -959788.375000 Penalty: 4246.170410
	Iteration 35Q: 3 clusters Score -959788.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -959812.250000 Penalty: 4246.170410
	Iteration 36Q: 3 clusters Score -959812.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -959841.250000 Penalty: 4246.170410
	Iteration 37Q: 3 clusters Score -959841.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -959871.000000 Penalty: 4246.170410
	Iteration 38Q: 3 clusters Score -959871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -959901.062500 Penalty: 4246.170410
	Iteration 39Q: 3 clusters Score -959901.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -959929.437500 Penalty: 4246.170410
	Iteration 40F: 3 clusters Score -959929.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -959955.375000 Penalty: 4246.170410
	Iteration 41Q: 3 clusters Score -959955.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -959978.937500 Penalty: 4246.170410
	Iteration 42Q: 3 clusters Score -959978.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -960000.500000 Penalty: 4246.170410
	Iteration 43Q: 3 clusters Score -960000.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -960018.937500 Penalty: 4246.170410
	Iteration 44Q: 3 clusters Score -960018.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -960035.375000 Penalty: 4246.170410
	Iteration 45Q: 3 clusters Score -960035.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -960048.625000 Penalty: 4246.170410
	Iteration 46Q: 3 clusters Score -960048.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -960064.312500 Penalty: 4246.170410
	Iteration 47Q: 3 clusters Score -960064.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -960078.375000 Penalty: 4246.170410
	Iteration 48Q: 3 clusters Score -960078.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -960093.937500 Penalty: 4246.170410
	Iteration 49Q: 3 clusters Score -960093.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -960103.875000 Penalty: 4246.170410
	Iteration 50Q: 3 clusters Score -960103.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -960116.125000 Penalty: 4246.170410
	Iteration 51Q: 3 clusters Score -960116.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -960126.062500 Penalty: 4246.170410
	Iteration 52Q: 3 clusters Score -960126.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -960135.812500 Penalty: 4246.170410
	Iteration 53Q: 3 clusters Score -960135.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -960142.000000 Penalty: 4246.170410
	Iteration 54Q: 3 clusters Score -960142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -960148.187500 Penalty: 4246.170410
	Iteration 55Q: 3 clusters Score -960148.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -960156.312500 Penalty: 4246.170410
	Iteration 56Q: 3 clusters Score -960156.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -960161.625000 Penalty: 4246.170410
	Iteration 57Q: 3 clusters Score -960161.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -960169.000000 Penalty: 4246.170410
	Iteration 58Q: 3 clusters Score -960169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -960173.250000 Penalty: 4246.170410
	Iteration 59Q: 3 clusters Score -960173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -960176.625000 Penalty: 4246.170410
	Iteration 60F: 3 clusters Score -960176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -960179.312500 Penalty: 4246.170410
	Iteration 61Q: 3 clusters Score -960179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -960182.687500 Penalty: 4246.170410
	Iteration 62Q: 3 clusters Score -960182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -960182.812500 Penalty: 4246.170410
	Iteration 63Q: 3 clusters Score -960182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -960186.125000 Penalty: 4246.170410
	Iteration 64Q: 3 clusters Score -960186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -960187.125000 Penalty: 4246.170410
	Iteration 65Q: 3 clusters Score -960187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -960189.000000 Penalty: 4246.170410
	Iteration 66Q: 3 clusters Score -960189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -960189.000000 Penalty: 4246.170410
	Iteration 67F: 3 clusters Score -960189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Entering Unmasked Estep 
Score: -6338144.500000 Penalty: 2589.585938
	Iteration 0F: 2 clusters Score -6338144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -6315024.500000 Penalty: 5179.171875
	Iteration 0F: 3 clusters Score -6315024 nChanged 15594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -6323463.500000 Penalty: 5179.171875
	Iteration 1F: 3 clusters Score -6323464 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -6323896.000000 Penalty: 5179.171875
	Iteration 2Q: 3 clusters Score -6323896 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -6324288.500000 Penalty: 5179.171875
	Iteration 3Q: 3 clusters Score -6324288 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -6324738.500000 Penalty: 5179.171875
	Iteration 4Q: 3 clusters Score -6324738 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -6325338.000000 Penalty: 5179.171875
	Iteration 5Q: 3 clusters Score -6325338 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -6326134.000000 Penalty: 5179.171875
	Iteration 6Q: 3 clusters Score -6326134 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -6327324.000000 Penalty: 5179.171875
	Iteration 7F: 3 clusters Score -6327324 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -6329092.500000 Penalty: 5179.171875
	Iteration 8F: 3 clusters Score -6329092 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -6331287.000000 Penalty: 5179.171875
	Iteration 9F: 3 clusters Score -6331287 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -6333365.500000 Penalty: 5179.171875
	Iteration 10F: 3 clusters Score -6333366 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -6334652.000000 Penalty: 5179.171875
	Iteration 11Q: 3 clusters Score -6334652 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -6335304.000000 Penalty: 5179.171875
	Iteration 12Q: 3 clusters Score -6335304 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -6335596.000000 Penalty: 5179.171875
	Iteration 13Q: 3 clusters Score -6335596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -6335706.500000 Penalty: 5179.171875
	Iteration 14Q: 3 clusters Score -6335706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -6335772.000000 Penalty: 5179.171875
	Iteration 15Q: 3 clusters Score -6335772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -6335806.500000 Penalty: 5179.171875
	Iteration 16Q: 3 clusters Score -6335806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -6335820.000000 Penalty: 5179.171875
	Iteration 17Q: 3 clusters Score -6335820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -6335836.000000 Penalty: 5179.171875
	Iteration 18Q: 3 clusters Score -6335836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -6335848.500000 Penalty: 5179.171875
	Iteration 19Q: 3 clusters Score -6335848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -6335854.000000 Penalty: 5179.171875
	Iteration 20F: 3 clusters Score -6335854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -6335864.000000 Penalty: 5179.171875
	Iteration 21Q: 3 clusters Score -6335864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -6335866.500000 Penalty: 5179.171875
	Iteration 22Q: 3 clusters Score -6335866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -6335863.500000 Penalty: 5179.171875
	Iteration 23Q: 3 clusters Score -6335864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -6335873.000000 Penalty: 5179.171875
	Iteration 24Q: 3 clusters Score -6335873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -6335878.000000 Penalty: 5179.171875
	Iteration 25Q: 3 clusters Score -6335878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -6335880.500000 Penalty: 5179.171875
	Iteration 26Q: 3 clusters Score -6335880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -6335876.000000 Penalty: 5179.171875
	Iteration 27Q: 3 clusters Score -6335876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -6335879.500000 Penalty: 5179.171875
	Iteration 28Q: 3 clusters Score -6335880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -6335879.500000 Penalty: 5179.171875
	Iteration 29F: 3 clusters Score -6335880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Entering Unmasked Estep 
Score: -7703175.500000 Penalty: 2639.432617
	Iteration 0F: 2 clusters Score -7703176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -7674826.000000 Penalty: 5278.865234
	Iteration 0F: 3 clusters Score -7674826 nChanged 19272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -7685532.000000 Penalty: 5278.865234
	Iteration 1F: 3 clusters Score -7685532 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -7686067.000000 Penalty: 5278.865234
	Iteration 2Q: 3 clusters Score -7686067 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -7686660.000000 Penalty: 5278.865234
	Iteration 3Q: 3 clusters Score -7686660 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -7687508.000000 Penalty: 5278.865234
	Iteration 4Q: 3 clusters Score -7687508 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -7688752.000000 Penalty: 5278.865234
	Iteration 5F: 3 clusters Score -7688752 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -7690683.000000 Penalty: 5278.865234
	Iteration 6F: 3 clusters Score -7690683 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -7693527.000000 Penalty: 5278.865234
	Iteration 7F: 3 clusters Score -7693527 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -7696601.500000 Penalty: 5278.865234
	Iteration 8F: 3 clusters Score -7696602 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7698957.000000 Penalty: 5278.865234
	Iteration 9F: 3 clusters Score -7698957 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7700068.000000 Penalty: 5278.865234
	Iteration 10Q: 3 clusters Score -7700068 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7700503.000000 Penalty: 5278.865234
	Iteration 11Q: 3 clusters Score -7700503 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7700666.500000 Penalty: 5278.865234
	Iteration 12Q: 3 clusters Score -7700666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7700748.500000 Penalty: 5278.865234
	Iteration 13Q: 3 clusters Score -7700748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7700805.500000 Penalty: 5278.865234
	Iteration 14Q: 3 clusters Score -7700806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7700837.000000 Penalty: 5278.865234
	Iteration 15Q: 3 clusters Score -7700837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7700864.000000 Penalty: 5278.865234
	Iteration 16Q: 3 clusters Score -7700864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7700880.500000 Penalty: 5278.865234
	Iteration 17Q: 3 clusters Score -7700880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7700882.500000 Penalty: 5278.865234
	Iteration 18Q: 3 clusters Score -7700882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7700889.500000 Penalty: 5278.865234
	Iteration 19Q: 3 clusters Score -7700890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7700893.500000 Penalty: 5278.865234
	Iteration 20F: 3 clusters Score -7700894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7700895.000000 Penalty: 5278.865234
	Iteration 21Q: 3 clusters Score -7700895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7700896.500000 Penalty: 5278.865234
	Iteration 22Q: 3 clusters Score -7700896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7700898.000000 Penalty: 5278.865234
	Iteration 23Q: 3 clusters Score -7700898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7700898.000000 Penalty: 5278.865234
	Iteration 24F: 3 clusters Score -7700898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Entering Unmasked Estep 
Score: -8561475.000000 Penalty: 2662.173096
	Iteration 0F: 2 clusters Score -8561475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -8532384.000000 Penalty: 5324.346191
	Iteration 0F: 3 clusters Score -8532384 nChanged 21154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -8543912.000000 Penalty: 5324.346191
	Iteration 1F: 3 clusters Score -8543912 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -8544464.000000 Penalty: 5324.346191
	Iteration 2Q: 3 clusters Score -8544464 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -8544974.000000 Penalty: 5324.346191
	Iteration 3Q: 3 clusters Score -8544974 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -8545568.000000 Penalty: 5324.346191
	Iteration 4Q: 3 clusters Score -8545568 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -8546478.000000 Penalty: 5324.346191
	Iteration 5Q: 3 clusters Score -8546478 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -8547802.000000 Penalty: 5324.346191
	Iteration 6F: 3 clusters Score -8547802 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -8549825.000000 Penalty: 5324.346191
	Iteration 7F: 3 clusters Score -8549825 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -8552356.000000 Penalty: 5324.346191
	Iteration 8F: 3 clusters Score -8552356 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -8555164.000000 Penalty: 5324.346191
	Iteration 9F: 3 clusters Score -8555164 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -8557325.000000 Penalty: 5324.346191
	Iteration 10Q: 3 clusters Score -8557325 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -8558510.000000 Penalty: 5324.346191
	Iteration 11Q: 3 clusters Score -8558510 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -8559114.000000 Penalty: 5324.346191
	Iteration 12Q: 3 clusters Score -8559114 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -8559391.000000 Penalty: 5324.346191
	Iteration 13Q: 3 clusters Score -8559391 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -8559506.000000 Penalty: 5324.346191
	Iteration 14Q: 3 clusters Score -8559506 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -8559596.000000 Penalty: 5324.346191
	Iteration 15Q: 3 clusters Score -8559596 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -8559632.000000 Penalty: 5324.346191
	Iteration 16Q: 3 clusters Score -8559632 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -8559653.000000 Penalty: 5324.346191
	Iteration 17Q: 3 clusters Score -8559653 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -8559660.000000 Penalty: 5324.346191
	Iteration 18Q: 3 clusters Score -8559660 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -8559651.000000 Penalty: 5324.346191
	Iteration 19Q: 3 clusters Score -8559651 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -8559708.000000 Penalty: 5324.346191
	Iteration 20F: 3 clusters Score -8559708 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8559733.000000 Penalty: 5324.346191
	Iteration 21Q: 3 clusters Score -8559733 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8559734.000000 Penalty: 5324.346191
	Iteration 22Q: 3 clusters Score -8559734 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8559732.000000 Penalty: 5324.346191
	Iteration 23Q: 3 clusters Score -8559732 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -8559743.000000 Penalty: 5324.346191
	Iteration 24Q: 3 clusters Score -8559743 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8559748.000000 Penalty: 5324.346191
	Iteration 25Q: 3 clusters Score -8559748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8559746.000000 Penalty: 5324.346191
	Iteration 26Q: 3 clusters Score -8559746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -8559749.000000 Penalty: 5324.346191
	Iteration 27Q: 3 clusters Score -8559749 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -8559753.000000 Penalty: 5324.346191
	Iteration 28Q: 3 clusters Score -8559753 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -8559750.000000 Penalty: 5324.346191
	Iteration 29Q: 3 clusters Score -8559750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8559736.000000 Penalty: 5324.346191
	Iteration 30Q: 3 clusters Score -8559736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8559765.000000 Penalty: 5324.346191
	Iteration 31Q: 3 clusters Score -8559765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -8559752.000000 Penalty: 5324.346191
	Iteration 32Q: 3 clusters Score -8559752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -8559744.000000 Penalty: 5324.346191
	Iteration 33Q: 3 clusters Score -8559744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -8559731.000000 Penalty: 5324.346191
	Iteration 34Q: 3 clusters Score -8559731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -8559725.000000 Penalty: 5324.346191
	Iteration 35Q: 3 clusters Score -8559725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -8559721.000000 Penalty: 5324.346191
	Iteration 36Q: 3 clusters Score -8559721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -8559710.000000 Penalty: 5324.346191
	Iteration 37Q: 3 clusters Score -8559710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -8559716.000000 Penalty: 5324.346191
	Iteration 38Q: 3 clusters Score -8559716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -8559718.000000 Penalty: 5324.346191
	Iteration 39Q: 3 clusters Score -8559718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -8559715.000000 Penalty: 5324.346191
	Iteration 40F: 3 clusters Score -8559715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8559712.000000 Penalty: 5324.346191
	Iteration 41Q: 3 clusters Score -8559712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8559712.000000 Penalty: 5324.346191
	Iteration 42Q: 3 clusters Score -8559712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8559712.000000 Penalty: 5324.346191
	Iteration 43F: 3 clusters Score -8559712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Entering Unmasked Estep 
Score: -7587127.000000 Penalty: 2633.671631
	Iteration 0F: 2 clusters Score -7587127 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 20487 members 
Entering Unmasked Estep 
Score: -7559577.000000 Penalty: 5267.343262
	Iteration 0F: 3 clusters Score -7559577 nChanged 18925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -7569943.000000 Penalty: 5267.343262
	Iteration 1F: 3 clusters Score -7569943 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -7570472.000000 Penalty: 5267.343262
	Iteration 2Q: 3 clusters Score -7570472 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -7571012.500000 Penalty: 5267.343262
	Iteration 3Q: 3 clusters Score -7571012 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -7571627.000000 Penalty: 5267.343262
	Iteration 4Q: 3 clusters Score -7571627 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -7572458.500000 Penalty: 5267.343262
	Iteration 5Q: 3 clusters Score -7572458 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -7573529.500000 Penalty: 5267.343262
	Iteration 6Q: 3 clusters Score -7573530 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -7574817.000000 Penalty: 5267.343262
	Iteration 7F: 3 clusters Score -7574817 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -7576441.000000 Penalty: 5267.343262
	Iteration 8F: 3 clusters Score -7576441 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -7578357.500000 Penalty: 5267.343262
	Iteration 9F: 3 clusters Score -7578358 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -7580373.000000 Penalty: 5267.343262
	Iteration 10F: 3 clusters Score -7580373 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -7581871.000000 Penalty: 5267.343262
	Iteration 11F: 3 clusters Score -7581871 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -7582646.000000 Penalty: 5267.343262
	Iteration 12Q: 3 clusters Score -7582646 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -7583177.500000 Penalty: 5267.343262
	Iteration 13Q: 3 clusters Score -7583178 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -7583610.500000 Penalty: 5267.343262
	Iteration 14Q: 3 clusters Score -7583610 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -7583998.000000 Penalty: 5267.343262
	Iteration 15Q: 3 clusters Score -7583998 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -7584375.500000 Penalty: 5267.343262
	Iteration 16Q: 3 clusters Score -7584376 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -7584684.500000 Penalty: 5267.343262
	Iteration 17Q: 3 clusters Score -7584684 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -7584951.500000 Penalty: 5267.343262
	Iteration 18Q: 3 clusters Score -7584952 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -7585165.000000 Penalty: 5267.343262
	Iteration 19Q: 3 clusters Score -7585165 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -7585321.500000 Penalty: 5267.343262
	Iteration 20F: 3 clusters Score -7585322 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -7585407.500000 Penalty: 5267.343262
	Iteration 21Q: 3 clusters Score -7585408 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -7585469.500000 Penalty: 5267.343262
	Iteration 22Q: 3 clusters Score -7585470 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -7585508.000000 Penalty: 5267.343262
	Iteration 23Q: 3 clusters Score -7585508 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -7585566.000000 Penalty: 5267.343262
	Iteration 24Q: 3 clusters Score -7585566 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -7585610.000000 Penalty: 5267.343262
	Iteration 25Q: 3 clusters Score -7585610 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -7585609.500000 Penalty: 5267.343262
	Iteration 26Q: 3 clusters Score -7585610 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -7585650.000000 Penalty: 5267.343262
	Iteration 27Q: 3 clusters Score -7585650 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -7585693.500000 Penalty: 5267.343262
	Iteration 28Q: 3 clusters Score -7585694 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -7585730.500000 Penalty: 5267.343262
	Iteration 29Q: 3 clusters Score -7585730 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -7585749.500000 Penalty: 5267.343262
	Iteration 30Q: 3 clusters Score -7585750 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -7585764.500000 Penalty: 5267.343262
	Iteration 31Q: 3 clusters Score -7585764 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -7585789.500000 Penalty: 5267.343262
	Iteration 32Q: 3 clusters Score -7585790 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -7585821.500000 Penalty: 5267.343262
	Iteration 33Q: 3 clusters Score -7585822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -7585814.500000 Penalty: 5267.343262
	Iteration 34Q: 3 clusters Score -7585814 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -7585841.500000 Penalty: 5267.343262
	Iteration 35Q: 3 clusters Score -7585842 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -7585859.500000 Penalty: 5267.343262
	Iteration 36Q: 3 clusters Score -7585860 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -7585891.000000 Penalty: 5267.343262
	Iteration 37Q: 3 clusters Score -7585891 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -7585903.500000 Penalty: 5267.343262
	Iteration 38Q: 3 clusters Score -7585904 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -7585925.000000 Penalty: 5267.343262
	Iteration 39Q: 3 clusters Score -7585925 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -7585949.000000 Penalty: 5267.343262
	Iteration 40F: 3 clusters Score -7585949 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -7585974.500000 Penalty: 5267.343262
	Iteration 41Q: 3 clusters Score -7585974 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -7585995.500000 Penalty: 5267.343262
	Iteration 42Q: 3 clusters Score -7585996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -7585986.500000 Penalty: 5267.343262
	Iteration 43Q: 3 clusters Score -7585986 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -7586009.000000 Penalty: 5267.343262
	Iteration 44Q: 3 clusters Score -7586009 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -7586040.500000 Penalty: 5267.343262
	Iteration 45Q: 3 clusters Score -7586040 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -7586058.500000 Penalty: 5267.343262
	Iteration 46Q: 3 clusters Score -7586058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -7586080.500000 Penalty: 5267.343262
	Iteration 47Q: 3 clusters Score -7586080 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -7586096.500000 Penalty: 5267.343262
	Iteration 48Q: 3 clusters Score -7586096 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -7586117.500000 Penalty: 5267.343262
	Iteration 49Q: 3 clusters Score -7586118 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -7586146.000000 Penalty: 5267.343262
	Iteration 50Q: 3 clusters Score -7586146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -7586143.500000 Penalty: 5267.343262
	Iteration 51Q: 3 clusters Score -7586144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -7586149.000000 Penalty: 5267.343262
	Iteration 52Q: 3 clusters Score -7586149 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -7586162.500000 Penalty: 5267.343262
	Iteration 53Q: 3 clusters Score -7586162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -7586182.500000 Penalty: 5267.343262
	Iteration 54Q: 3 clusters Score -7586182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -7586199.500000 Penalty: 5267.343262
	Iteration 55Q: 3 clusters Score -7586200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -7586211.000000 Penalty: 5267.343262
	Iteration 56Q: 3 clusters Score -7586211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -7586234.500000 Penalty: 5267.343262
	Iteration 57Q: 3 clusters Score -7586234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -7586229.000000 Penalty: 5267.343262
	Iteration 58Q: 3 clusters Score -7586229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -7586232.000000 Penalty: 5267.343262
	Iteration 59Q: 3 clusters Score -7586232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -7586244.500000 Penalty: 5267.343262
	Iteration 60F: 3 clusters Score -7586244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -7586257.500000 Penalty: 5267.343262
	Iteration 61Q: 3 clusters Score -7586258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -7586258.000000 Penalty: 5267.343262
	Iteration 62Q: 3 clusters Score -7586258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -7586260.500000 Penalty: 5267.343262
	Iteration 63Q: 3 clusters Score -7586260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -7586274.500000 Penalty: 5267.343262
	Iteration 64Q: 3 clusters Score -7586274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -7586279.000000 Penalty: 5267.343262
	Iteration 65Q: 3 clusters Score -7586279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -7586286.500000 Penalty: 5267.343262
	Iteration 66Q: 3 clusters Score -7586286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -7586294.500000 Penalty: 5267.343262
	Iteration 67Q: 3 clusters Score -7586294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -7586292.000000 Penalty: 5267.343262
	Iteration 68Q: 3 clusters Score -7586292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -7586299.500000 Penalty: 5267.343262
	Iteration 69Q: 3 clusters Score -7586300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -7586293.000000 Penalty: 5267.343262
	Iteration 70Q: 3 clusters Score -7586293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -7586301.500000 Penalty: 5267.343262
	Iteration 71Q: 3 clusters Score -7586302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -7586305.500000 Penalty: 5267.343262
	Iteration 72Q: 3 clusters Score -7586306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -7586316.000000 Penalty: 5267.343262
	Iteration 73Q: 3 clusters Score -7586316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -7586323.500000 Penalty: 5267.343262
	Iteration 74Q: 3 clusters Score -7586324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -7586320.000000 Penalty: 5267.343262
	Iteration 75Q: 3 clusters Score -7586320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -7586325.000000 Penalty: 5267.343262
	Iteration 76Q: 3 clusters Score -7586325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -7586318.000000 Penalty: 5267.343262
	Iteration 77Q: 3 clusters Score -7586318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -7586320.000000 Penalty: 5267.343262
	Iteration 78Q: 3 clusters Score -7586320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -7586319.500000 Penalty: 5267.343262
	Iteration 79Q: 3 clusters Score -7586320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7586322.500000 Penalty: 5267.343262
	Iteration 80F: 3 clusters Score -7586322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -7586322.500000 Penalty: 5267.343262
	Iteration 81Q: 3 clusters Score -7586322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -7586330.000000 Penalty: 5267.343262
	Iteration 82Q: 3 clusters Score -7586330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -7586321.500000 Penalty: 5267.343262
	Iteration 83Q: 3 clusters Score -7586322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -7586324.000000 Penalty: 5267.343262
	Iteration 84Q: 3 clusters Score -7586324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -7586330.500000 Penalty: 5267.343262
	Iteration 85Q: 3 clusters Score -7586330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -7586343.000000 Penalty: 5267.343262
	Iteration 86Q: 3 clusters Score -7586343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -7586322.000000 Penalty: 5267.343262
	Iteration 87Q: 3 clusters Score -7586322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -7586330.500000 Penalty: 5267.343262
	Iteration 88Q: 3 clusters Score -7586330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -7586334.000000 Penalty: 5267.343262
	Iteration 89Q: 3 clusters Score -7586334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -7586338.500000 Penalty: 5267.343262
	Iteration 90Q: 3 clusters Score -7586338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -7586333.000000 Penalty: 5267.343262
	Iteration 91Q: 3 clusters Score -7586333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -7586329.500000 Penalty: 5267.343262
	Iteration 92Q: 3 clusters Score -7586330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -7586345.000000 Penalty: 5267.343262
	Iteration 93Q: 3 clusters Score -7586345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -7586341.500000 Penalty: 5267.343262
	Iteration 94Q: 3 clusters Score -7586342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -7586340.500000 Penalty: 5267.343262
	Iteration 95Q: 3 clusters Score -7586340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -7586336.500000 Penalty: 5267.343262
	Iteration 96Q: 3 clusters Score -7586336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -7586340.000000 Penalty: 5267.343262
	Iteration 97Q: 3 clusters Score -7586340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7586344.000000 Penalty: 5267.343262
	Iteration 98Q: 3 clusters Score -7586344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -7586340.000000 Penalty: 5267.343262
	Iteration 99Q: 3 clusters Score -7586340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -7586346.500000 Penalty: 5267.343262
	Iteration 100F: 3 clusters Score -7586346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7586342.000000 Penalty: 5267.343262
	Iteration 101Q: 3 clusters Score -7586342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -7586348.000000 Penalty: 5267.343262
	Iteration 102Q: 3 clusters Score -7586348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -7586340.000000 Penalty: 5267.343262
	Iteration 103Q: 3 clusters Score -7586340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -7586342.000000 Penalty: 5267.343262
	Iteration 104Q: 3 clusters Score -7586342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -7586339.000000 Penalty: 5267.343262
	Iteration 105Q: 3 clusters Score -7586339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -7586339.000000 Penalty: 5267.343262
	Iteration 106Q: 3 clusters Score -7586339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -7586333.500000 Penalty: 5267.343262
	Iteration 107Q: 3 clusters Score -7586334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -7586337.000000 Penalty: 5267.343262
	Iteration 108Q: 3 clusters Score -7586337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -7586333.000000 Penalty: 5267.343262
	Iteration 109Q: 3 clusters Score -7586333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -7586331.000000 Penalty: 5267.343262
	Iteration 110Q: 3 clusters Score -7586331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -7586332.000000 Penalty: 5267.343262
	Iteration 111Q: 3 clusters Score -7586332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -7586339.000000 Penalty: 5267.343262
	Iteration 112Q: 3 clusters Score -7586339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -7586337.000000 Penalty: 5267.343262
	Iteration 113Q: 3 clusters Score -7586337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -7586344.500000 Penalty: 5267.343262
	Iteration 114Q: 3 clusters Score -7586344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -7586344.500000 Penalty: 5267.343262
	Iteration 115F: 3 clusters Score -7586344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Entering Unmasked Estep 
Score: -8012664.500000 Penalty: 2647.304199
	Iteration 0F: 2 clusters Score -8012664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -7984161.000000 Penalty: 5294.608398
	Iteration 0F: 3 clusters Score -7984161 nChanged 19903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -7995195.500000 Penalty: 5294.608398
	Iteration 1F: 3 clusters Score -7995196 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -7995726.000000 Penalty: 5294.608398
	Iteration 2Q: 3 clusters Score -7995726 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -7996043.000000 Penalty: 5294.608398
	Iteration 3Q: 3 clusters Score -7996043 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -7996359.000000 Penalty: 5294.608398
	Iteration 4Q: 3 clusters Score -7996359 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -7996801.500000 Penalty: 5294.608398
	Iteration 5Q: 3 clusters Score -7996802 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -7997399.000000 Penalty: 5294.608398
	Iteration 6Q: 3 clusters Score -7997399 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -7998168.500000 Penalty: 5294.608398
	Iteration 7Q: 3 clusters Score -7998168 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -7999427.500000 Penalty: 5294.608398
	Iteration 8F: 3 clusters Score -7999428 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -8001362.000000 Penalty: 5294.608398
	Iteration 9F: 3 clusters Score -8001362 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -8003961.000000 Penalty: 5294.608398
	Iteration 10F: 3 clusters Score -8003961 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8006774.000000 Penalty: 5294.608398
	Iteration 11F: 3 clusters Score -8006774 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8008860.000000 Penalty: 5294.608398
	Iteration 12Q: 3 clusters Score -8008860 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8009811.000000 Penalty: 5294.608398
	Iteration 13Q: 3 clusters Score -8009811 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8010120.000000 Penalty: 5294.608398
	Iteration 14Q: 3 clusters Score -8010120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8010224.500000 Penalty: 5294.608398
	Iteration 15Q: 3 clusters Score -8010224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8010287.500000 Penalty: 5294.608398
	Iteration 16Q: 3 clusters Score -8010288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8010325.500000 Penalty: 5294.608398
	Iteration 17Q: 3 clusters Score -8010326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8010344.500000 Penalty: 5294.608398
	Iteration 18Q: 3 clusters Score -8010344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8010363.000000 Penalty: 5294.608398
	Iteration 19Q: 3 clusters Score -8010363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8010380.000000 Penalty: 5294.608398
	Iteration 20F: 3 clusters Score -8010380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8010385.500000 Penalty: 5294.608398
	Iteration 21Q: 3 clusters Score -8010386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8010392.000000 Penalty: 5294.608398
	Iteration 22Q: 3 clusters Score -8010392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8010391.500000 Penalty: 5294.608398
	Iteration 23Q: 3 clusters Score -8010392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8010394.500000 Penalty: 5294.608398
	Iteration 24Q: 3 clusters Score -8010394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8010391.500000 Penalty: 5294.608398
	Iteration 25Q: 3 clusters Score -8010392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8010391.500000 Penalty: 5294.608398
	Iteration 26F: 3 clusters Score -8010392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Entering Unmasked Estep 
Score: -8837081.000000 Penalty: 2669.359619
	Iteration 0F: 2 clusters Score -8837081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -8808039.000000 Penalty: 5338.719238
	Iteration 0F: 3 clusters Score -8808039 nChanged 21880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -8820530.000000 Penalty: 5338.719238
	Iteration 1F: 3 clusters Score -8820530 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -8821557.000000 Penalty: 5338.719238
	Iteration 2F: 3 clusters Score -8821557 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -8822654.000000 Penalty: 5338.719238
	Iteration 3F: 3 clusters Score -8822654 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -8824051.000000 Penalty: 5338.719238
	Iteration 4F: 3 clusters Score -8824051 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -8825870.000000 Penalty: 5338.719238
	Iteration 5F: 3 clusters Score -8825870 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -8828261.000000 Penalty: 5338.719238
	Iteration 6F: 3 clusters Score -8828261 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -8830945.000000 Penalty: 5338.719238
	Iteration 7F: 3 clusters Score -8830945 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -8833428.000000 Penalty: 5338.719238
	Iteration 8F: 3 clusters Score -8833428 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -8834821.000000 Penalty: 5338.719238
	Iteration 9Q: 3 clusters Score -8834821 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -8835484.000000 Penalty: 5338.719238
	Iteration 10Q: 3 clusters Score -8835484 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -8835838.000000 Penalty: 5338.719238
	Iteration 11Q: 3 clusters Score -8835838 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -8836032.000000 Penalty: 5338.719238
	Iteration 12Q: 3 clusters Score -8836032 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -8836263.000000 Penalty: 5338.719238
	Iteration 13Q: 3 clusters Score -8836263 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -8836397.000000 Penalty: 5338.719238
	Iteration 14Q: 3 clusters Score -8836397 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -8836549.000000 Penalty: 5338.719238
	Iteration 15Q: 3 clusters Score -8836549 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -8836645.000000 Penalty: 5338.719238
	Iteration 16Q: 3 clusters Score -8836645 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -8836690.000000 Penalty: 5338.719238
	Iteration 17Q: 3 clusters Score -8836690 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -8836718.000000 Penalty: 5338.719238
	Iteration 18Q: 3 clusters Score -8836718 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -8836760.000000 Penalty: 5338.719238
	Iteration 19Q: 3 clusters Score -8836760 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -8836786.000000 Penalty: 5338.719238
	Iteration 20F: 3 clusters Score -8836786 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -8836800.000000 Penalty: 5338.719238
	Iteration 21Q: 3 clusters Score -8836800 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -8836785.000000 Penalty: 5338.719238
	Iteration 22Q: 3 clusters Score -8836785 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8836770.000000 Penalty: 5338.719238
	Iteration 23Q: 3 clusters Score -8836770 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -8836765.000000 Penalty: 5338.719238
	Iteration 24Q: 3 clusters Score -8836765 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -8836769.000000 Penalty: 5338.719238
	Iteration 25Q: 3 clusters Score -8836769 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -8836743.000000 Penalty: 5338.719238
	Iteration 26Q: 3 clusters Score -8836743 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -8836740.000000 Penalty: 5338.719238
	Iteration 27Q: 3 clusters Score -8836740 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8836735.000000 Penalty: 5338.719238
	Iteration 28Q: 3 clusters Score -8836735 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8836714.000000 Penalty: 5338.719238
	Iteration 29Q: 3 clusters Score -8836714 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -8836684.000000 Penalty: 5338.719238
	Iteration 30Q: 3 clusters Score -8836684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -8836676.000000 Penalty: 5338.719238
	Iteration 31Q: 3 clusters Score -8836676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8836674.000000 Penalty: 5338.719238
	Iteration 32Q: 3 clusters Score -8836674 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -8836670.000000 Penalty: 5338.719238
	Iteration 33Q: 3 clusters Score -8836670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -8836661.000000 Penalty: 5338.719238
	Iteration 34Q: 3 clusters Score -8836661 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8836649.000000 Penalty: 5338.719238
	Iteration 35Q: 3 clusters Score -8836649 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8836626.000000 Penalty: 5338.719238
	Iteration 36Q: 3 clusters Score -8836626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -8836612.000000 Penalty: 5338.719238
	Iteration 37Q: 3 clusters Score -8836612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8836620.000000 Penalty: 5338.719238
	Iteration 38Q: 3 clusters Score -8836620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -8836608.000000 Penalty: 5338.719238
	Iteration 39Q: 3 clusters Score -8836608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -8836561.000000 Penalty: 5338.719238
	Iteration 40F: 3 clusters Score -8836561 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8836549.000000 Penalty: 5338.719238
	Iteration 41Q: 3 clusters Score -8836549 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8836533.000000 Penalty: 5338.719238
	Iteration 42Q: 3 clusters Score -8836533 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -8836505.000000 Penalty: 5338.719238
	Iteration 43Q: 3 clusters Score -8836505 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -8836493.000000 Penalty: 5338.719238
	Iteration 44Q: 3 clusters Score -8836493 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -8836481.000000 Penalty: 5338.719238
	Iteration 45Q: 3 clusters Score -8836481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8836471.000000 Penalty: 5338.719238
	Iteration 46Q: 3 clusters Score -8836471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -8836437.000000 Penalty: 5338.719238
	Iteration 47Q: 3 clusters Score -8836437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8836423.000000 Penalty: 5338.719238
	Iteration 48Q: 3 clusters Score -8836423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8836414.000000 Penalty: 5338.719238
	Iteration 49Q: 3 clusters Score -8836414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8836411.000000 Penalty: 5338.719238
	Iteration 50Q: 3 clusters Score -8836411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8836407.000000 Penalty: 5338.719238
	Iteration 51Q: 3 clusters Score -8836407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8836394.000000 Penalty: 5338.719238
	Iteration 52Q: 3 clusters Score -8836394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -8836380.000000 Penalty: 5338.719238
	Iteration 53Q: 3 clusters Score -8836380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8836356.000000 Penalty: 5338.719238
	Iteration 54Q: 3 clusters Score -8836356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8836338.000000 Penalty: 5338.719238
	Iteration 55Q: 3 clusters Score -8836338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8836338.000000 Penalty: 5338.719238
	Iteration 56Q: 3 clusters Score -8836338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8836346.000000 Penalty: 5338.719238
	Iteration 57Q: 3 clusters Score -8836346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8836351.000000 Penalty: 5338.719238
	Iteration 58Q: 3 clusters Score -8836351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8836344.000000 Penalty: 5338.719238
	Iteration 59Q: 3 clusters Score -8836344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8836335.000000 Penalty: 5338.719238
	Iteration 60F: 3 clusters Score -8836335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -8836307.000000 Penalty: 5338.719238
	Iteration 61Q: 3 clusters Score -8836307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8836307.000000 Penalty: 5338.719238
	Iteration 62Q: 3 clusters Score -8836307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8836290.000000 Penalty: 5338.719238
	Iteration 63Q: 3 clusters Score -8836290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8836268.000000 Penalty: 5338.719238
	Iteration 64Q: 3 clusters Score -8836268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8836267.000000 Penalty: 5338.719238
	Iteration 65Q: 3 clusters Score -8836267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8836261.000000 Penalty: 5338.719238
	Iteration 66Q: 3 clusters Score -8836261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8836240.000000 Penalty: 5338.719238
	Iteration 67Q: 3 clusters Score -8836240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8836236.000000 Penalty: 5338.719238
	Iteration 68Q: 3 clusters Score -8836236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8836234.000000 Penalty: 5338.719238
	Iteration 69Q: 3 clusters Score -8836234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8836234.000000 Penalty: 5338.719238
	Iteration 70Q: 3 clusters Score -8836234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8836231.000000 Penalty: 5338.719238
	Iteration 71Q: 3 clusters Score -8836231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8836217.000000 Penalty: 5338.719238
	Iteration 72Q: 3 clusters Score -8836217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8836221.000000 Penalty: 5338.719238
	Iteration 73Q: 3 clusters Score -8836221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8836204.000000 Penalty: 5338.719238
	Iteration 74Q: 3 clusters Score -8836204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8836192.000000 Penalty: 5338.719238
	Iteration 75Q: 3 clusters Score -8836192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8836182.000000 Penalty: 5338.719238
	Iteration 76Q: 3 clusters Score -8836182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8836161.000000 Penalty: 5338.719238
	Iteration 77Q: 3 clusters Score -8836161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8836160.000000 Penalty: 5338.719238
	Iteration 78Q: 3 clusters Score -8836160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8836146.000000 Penalty: 5338.719238
	Iteration 79Q: 3 clusters Score -8836146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8836133.000000 Penalty: 5338.719238
	Iteration 80F: 3 clusters Score -8836133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8836126.000000 Penalty: 5338.719238
	Iteration 81Q: 3 clusters Score -8836126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8836106.000000 Penalty: 5338.719238
	Iteration 82Q: 3 clusters Score -8836106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -8836091.000000 Penalty: 5338.719238
	Iteration 83Q: 3 clusters Score -8836091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8836090.000000 Penalty: 5338.719238
	Iteration 84Q: 3 clusters Score -8836090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8836082.000000 Penalty: 5338.719238
	Iteration 85Q: 3 clusters Score -8836082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8836090.000000 Penalty: 5338.719238
	Iteration 86Q: 3 clusters Score -8836090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8836066.000000 Penalty: 5338.719238
	Iteration 87Q: 3 clusters Score -8836066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8836053.000000 Penalty: 5338.719238
	Iteration 88Q: 3 clusters Score -8836053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8836044.000000 Penalty: 5338.719238
	Iteration 89Q: 3 clusters Score -8836044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8836030.000000 Penalty: 5338.719238
	Iteration 90Q: 3 clusters Score -8836030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8835992.000000 Penalty: 5338.719238
	Iteration 91Q: 3 clusters Score -8835992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8835984.000000 Penalty: 5338.719238
	Iteration 92Q: 3 clusters Score -8835984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8835941.000000 Penalty: 5338.719238
	Iteration 93Q: 3 clusters Score -8835941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8835918.000000 Penalty: 5338.719238
	Iteration 94Q: 3 clusters Score -8835918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8835870.000000 Penalty: 5338.719238
	Iteration 95Q: 3 clusters Score -8835870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8835858.000000 Penalty: 5338.719238
	Iteration 96Q: 3 clusters Score -8835858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8835857.000000 Penalty: 5338.719238
	Iteration 97Q: 3 clusters Score -8835857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8835852.000000 Penalty: 5338.719238
	Iteration 98Q: 3 clusters Score -8835852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8835861.000000 Penalty: 5338.719238
	Iteration 99Q: 3 clusters Score -8835861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8835830.000000 Penalty: 5338.719238
	Iteration 100F: 3 clusters Score -8835830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8835821.000000 Penalty: 5338.719238
	Iteration 101Q: 3 clusters Score -8835821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8835790.000000 Penalty: 5338.719238
	Iteration 102Q: 3 clusters Score -8835790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8835763.000000 Penalty: 5338.719238
	Iteration 103Q: 3 clusters Score -8835763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8835709.000000 Penalty: 5338.719238
	Iteration 104Q: 3 clusters Score -8835709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8835719.000000 Penalty: 5338.719238
	Iteration 105Q: 3 clusters Score -8835719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8835678.000000 Penalty: 5338.719238
	Iteration 106Q: 3 clusters Score -8835678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8835664.000000 Penalty: 5338.719238
	Iteration 107Q: 3 clusters Score -8835664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8835665.000000 Penalty: 5338.719238
	Iteration 108Q: 3 clusters Score -8835665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8835668.000000 Penalty: 5338.719238
	Iteration 109Q: 3 clusters Score -8835668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8835639.000000 Penalty: 5338.719238
	Iteration 110Q: 3 clusters Score -8835639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8835622.000000 Penalty: 5338.719238
	Iteration 111Q: 3 clusters Score -8835622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8835606.000000 Penalty: 5338.719238
	Iteration 112Q: 3 clusters Score -8835606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8835602.000000 Penalty: 5338.719238
	Iteration 113Q: 3 clusters Score -8835602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8835589.000000 Penalty: 5338.719238
	Iteration 114Q: 3 clusters Score -8835589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8835596.000000 Penalty: 5338.719238
	Iteration 115Q: 3 clusters Score -8835596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8835579.000000 Penalty: 5338.719238
	Iteration 116Q: 3 clusters Score -8835579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8835570.000000 Penalty: 5338.719238
	Iteration 117Q: 3 clusters Score -8835570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8835551.000000 Penalty: 5338.719238
	Iteration 118Q: 3 clusters Score -8835551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8835542.000000 Penalty: 5338.719238
	Iteration 119Q: 3 clusters Score -8835542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8835542.000000 Penalty: 5338.719238
	Iteration 120F: 3 clusters Score -8835542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8835550.000000 Penalty: 5338.719238
	Iteration 121Q: 3 clusters Score -8835550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8835555.000000 Penalty: 5338.719238
	Iteration 122Q: 3 clusters Score -8835555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8835539.000000 Penalty: 5338.719238
	Iteration 123Q: 3 clusters Score -8835539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8835539.000000 Penalty: 5338.719238
	Iteration 124Q: 3 clusters Score -8835539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8835528.000000 Penalty: 5338.719238
	Iteration 125Q: 3 clusters Score -8835528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8835519.000000 Penalty: 5338.719238
	Iteration 126Q: 3 clusters Score -8835519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8835512.000000 Penalty: 5338.719238
	Iteration 127Q: 3 clusters Score -8835512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8835514.000000 Penalty: 5338.719238
	Iteration 128Q: 3 clusters Score -8835514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8835500.000000 Penalty: 5338.719238
	Iteration 129Q: 3 clusters Score -8835500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8835499.000000 Penalty: 5338.719238
	Iteration 130Q: 3 clusters Score -8835499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8835497.000000 Penalty: 5338.719238
	Iteration 131Q: 3 clusters Score -8835497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8835501.000000 Penalty: 5338.719238
	Iteration 132Q: 3 clusters Score -8835501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8835501.000000 Penalty: 5338.719238
	Iteration 133Q: 3 clusters Score -8835501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8835505.000000 Penalty: 5338.719238
	Iteration 134Q: 3 clusters Score -8835505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8835507.000000 Penalty: 5338.719238
	Iteration 135Q: 3 clusters Score -8835507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8835497.000000 Penalty: 5338.719238
	Iteration 136Q: 3 clusters Score -8835497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8835501.000000 Penalty: 5338.719238
	Iteration 137Q: 3 clusters Score -8835501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8835512.000000 Penalty: 5338.719238
	Iteration 138Q: 3 clusters Score -8835512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8835519.000000 Penalty: 5338.719238
	Iteration 139Q: 3 clusters Score -8835519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8835512.000000 Penalty: 5338.719238
	Iteration 140F: 3 clusters Score -8835512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8835509.000000 Penalty: 5338.719238
	Iteration 141Q: 3 clusters Score -8835509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8835509.000000 Penalty: 5338.719238
	Iteration 142Q: 3 clusters Score -8835509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8835503.000000 Penalty: 5338.719238
	Iteration 143Q: 3 clusters Score -8835503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8835503.000000 Penalty: 5338.719238
	Iteration 144F: 3 clusters Score -8835503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Entering Unmasked Estep 
Score: -8119760.000000 Penalty: 2652.558594
	Iteration 0F: 2 clusters Score -8119760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -8090280.500000 Penalty: 5305.117188
	Iteration 0F: 3 clusters Score -8090280 nChanged 20314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -8101768.500000 Penalty: 5305.117188
	Iteration 1F: 3 clusters Score -8101768 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -8102632.500000 Penalty: 5305.117188
	Iteration 2Q: 3 clusters Score -8102632 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -8103846.000000 Penalty: 5305.117188
	Iteration 3F: 3 clusters Score -8103846 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -8105387.500000 Penalty: 5305.117188
	Iteration 4F: 3 clusters Score -8105388 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8106919.000000 Penalty: 5305.117188
	Iteration 5F: 3 clusters Score -8106919 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -8108551.500000 Penalty: 5305.117188
	Iteration 6F: 3 clusters Score -8108552 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -8110292.000000 Penalty: 5305.117188
	Iteration 7F: 3 clusters Score -8110292 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -8111791.500000 Penalty: 5305.117188
	Iteration 8F: 3 clusters Score -8111792 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -8112767.000000 Penalty: 5305.117188
	Iteration 9Q: 3 clusters Score -8112767 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -8113181.000000 Penalty: 5305.117188
	Iteration 10Q: 3 clusters Score -8113181 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -8113503.500000 Penalty: 5305.117188
	Iteration 11Q: 3 clusters Score -8113504 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -8113738.000000 Penalty: 5305.117188
	Iteration 12Q: 3 clusters Score -8113738 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -8113952.000000 Penalty: 5305.117188
	Iteration 13Q: 3 clusters Score -8113952 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -8114274.500000 Penalty: 5305.117188
	Iteration 14Q: 3 clusters Score -8114274 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -8114537.500000 Penalty: 5305.117188
	Iteration 15Q: 3 clusters Score -8114538 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -8114779.000000 Penalty: 5305.117188
	Iteration 16Q: 3 clusters Score -8114779 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -8115110.000000 Penalty: 5305.117188
	Iteration 17Q: 3 clusters Score -8115110 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -8115437.000000 Penalty: 5305.117188
	Iteration 18Q: 3 clusters Score -8115437 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -8115768.500000 Penalty: 5305.117188
	Iteration 19Q: 3 clusters Score -8115768 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -8116013.500000 Penalty: 5305.117188
	Iteration 20F: 3 clusters Score -8116014 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -8116258.500000 Penalty: 5305.117188
	Iteration 21Q: 3 clusters Score -8116258 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -8116487.500000 Penalty: 5305.117188
	Iteration 22Q: 3 clusters Score -8116488 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -8116697.500000 Penalty: 5305.117188
	Iteration 23Q: 3 clusters Score -8116698 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -8116907.500000 Penalty: 5305.117188
	Iteration 24Q: 3 clusters Score -8116908 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -8117083.000000 Penalty: 5305.117188
	Iteration 25Q: 3 clusters Score -8117083 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -8117208.500000 Penalty: 5305.117188
	Iteration 26Q: 3 clusters Score -8117208 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -8117302.500000 Penalty: 5305.117188
	Iteration 27Q: 3 clusters Score -8117302 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -8117401.500000 Penalty: 5305.117188
	Iteration 28Q: 3 clusters Score -8117402 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -8117491.000000 Penalty: 5305.117188
	Iteration 29Q: 3 clusters Score -8117491 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -8117582.000000 Penalty: 5305.117188
	Iteration 30Q: 3 clusters Score -8117582 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -8117629.500000 Penalty: 5305.117188
	Iteration 31Q: 3 clusters Score -8117630 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -8117699.000000 Penalty: 5305.117188
	Iteration 32Q: 3 clusters Score -8117699 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -8117781.500000 Penalty: 5305.117188
	Iteration 33Q: 3 clusters Score -8117782 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -8117848.000000 Penalty: 5305.117188
	Iteration 34Q: 3 clusters Score -8117848 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -8117872.000000 Penalty: 5305.117188
	Iteration 35Q: 3 clusters Score -8117872 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -8117948.500000 Penalty: 5305.117188
	Iteration 36Q: 3 clusters Score -8117948 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -8118006.500000 Penalty: 5305.117188
	Iteration 37Q: 3 clusters Score -8118006 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -8118062.000000 Penalty: 5305.117188
	Iteration 38Q: 3 clusters Score -8118062 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -8118072.500000 Penalty: 5305.117188
	Iteration 39Q: 3 clusters Score -8118072 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -8118144.000000 Penalty: 5305.117188
	Iteration 40F: 3 clusters Score -8118144 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -8118191.000000 Penalty: 5305.117188
	Iteration 41Q: 3 clusters Score -8118191 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -8118222.000000 Penalty: 5305.117188
	Iteration 42Q: 3 clusters Score -8118222 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -8118264.000000 Penalty: 5305.117188
	Iteration 43Q: 3 clusters Score -8118264 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -8118285.000000 Penalty: 5305.117188
	Iteration 44Q: 3 clusters Score -8118285 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -8118301.500000 Penalty: 5305.117188
	Iteration 45Q: 3 clusters Score -8118302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -8118327.000000 Penalty: 5305.117188
	Iteration 46Q: 3 clusters Score -8118327 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -8118341.500000 Penalty: 5305.117188
	Iteration 47Q: 3 clusters Score -8118342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -8118355.000000 Penalty: 5305.117188
	Iteration 48Q: 3 clusters Score -8118355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -8118376.000000 Penalty: 5305.117188
	Iteration 49Q: 3 clusters Score -8118376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -8118387.000000 Penalty: 5305.117188
	Iteration 50Q: 3 clusters Score -8118387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -8118404.500000 Penalty: 5305.117188
	Iteration 51Q: 3 clusters Score -8118404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -8118400.000000 Penalty: 5305.117188
	Iteration 52Q: 3 clusters Score -8118400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -8118401.500000 Penalty: 5305.117188
	Iteration 53Q: 3 clusters Score -8118402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -8118419.000000 Penalty: 5305.117188
	Iteration 54Q: 3 clusters Score -8118419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -8118431.000000 Penalty: 5305.117188
	Iteration 55Q: 3 clusters Score -8118431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -8118413.000000 Penalty: 5305.117188
	Iteration 56Q: 3 clusters Score -8118413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -8118421.500000 Penalty: 5305.117188
	Iteration 57Q: 3 clusters Score -8118422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -8118426.000000 Penalty: 5305.117188
	Iteration 58Q: 3 clusters Score -8118426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -8118438.000000 Penalty: 5305.117188
	Iteration 59Q: 3 clusters Score -8118438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -8118421.500000 Penalty: 5305.117188
	Iteration 60F: 3 clusters Score -8118422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -8118435.500000 Penalty: 5305.117188
	Iteration 61Q: 3 clusters Score -8118436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -8118423.500000 Penalty: 5305.117188
	Iteration 62Q: 3 clusters Score -8118424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -8118428.000000 Penalty: 5305.117188
	Iteration 63Q: 3 clusters Score -8118428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -8118422.500000 Penalty: 5305.117188
	Iteration 64Q: 3 clusters Score -8118422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -8118422.500000 Penalty: 5305.117188
	Iteration 65Q: 3 clusters Score -8118422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -8118431.500000 Penalty: 5305.117188
	Iteration 66Q: 3 clusters Score -8118432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -8118443.000000 Penalty: 5305.117188
	Iteration 67Q: 3 clusters Score -8118443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -8118449.000000 Penalty: 5305.117188
	Iteration 68Q: 3 clusters Score -8118449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -8118445.000000 Penalty: 5305.117188
	Iteration 69Q: 3 clusters Score -8118445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -8118443.000000 Penalty: 5305.117188
	Iteration 70Q: 3 clusters Score -8118443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -8118440.500000 Penalty: 5305.117188
	Iteration 71Q: 3 clusters Score -8118440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -8118449.000000 Penalty: 5305.117188
	Iteration 72Q: 3 clusters Score -8118449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -8118449.500000 Penalty: 5305.117188
	Iteration 73Q: 3 clusters Score -8118450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -8118446.500000 Penalty: 5305.117188
	Iteration 74Q: 3 clusters Score -8118446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -8118443.500000 Penalty: 5305.117188
	Iteration 75Q: 3 clusters Score -8118444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -8118448.500000 Penalty: 5305.117188
	Iteration 76Q: 3 clusters Score -8118448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -8118448.000000 Penalty: 5305.117188
	Iteration 77Q: 3 clusters Score -8118448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -8118445.500000 Penalty: 5305.117188
	Iteration 78Q: 3 clusters Score -8118446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -8118448.500000 Penalty: 5305.117188
	Iteration 79Q: 3 clusters Score -8118448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -8118451.500000 Penalty: 5305.117188
	Iteration 80F: 3 clusters Score -8118452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -8118446.500000 Penalty: 5305.117188
	Iteration 81Q: 3 clusters Score -8118446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -8118454.000000 Penalty: 5305.117188
	Iteration 82Q: 3 clusters Score -8118454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -8118453.000000 Penalty: 5305.117188
	Iteration 83Q: 3 clusters Score -8118453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8118451.000000 Penalty: 5305.117188
	Iteration 84Q: 3 clusters Score -8118451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -8118452.500000 Penalty: 5305.117188
	Iteration 85Q: 3 clusters Score -8118452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -8118452.500000 Penalty: 5305.117188
	Iteration 86F: 3 clusters Score -8118452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Entering Unmasked Estep 
Score: -8660956.000000 Penalty: 2664.848389
	Iteration 0F: 2 clusters Score -8660956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -8631814.000000 Penalty: 5329.696777
	Iteration 0F: 3 clusters Score -8631814 nChanged 21416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -8643592.000000 Penalty: 5329.696777
	Iteration 1F: 3 clusters Score -8643592 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -8644232.000000 Penalty: 5329.696777
	Iteration 2Q: 3 clusters Score -8644232 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -8644821.000000 Penalty: 5329.696777
	Iteration 3Q: 3 clusters Score -8644821 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -8645527.000000 Penalty: 5329.696777
	Iteration 4Q: 3 clusters Score -8645527 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -8646328.000000 Penalty: 5329.696777
	Iteration 5Q: 3 clusters Score -8646328 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -8647352.000000 Penalty: 5329.696777
	Iteration 6Q: 3 clusters Score -8647352 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -8648451.000000 Penalty: 5329.696777
	Iteration 7F: 3 clusters Score -8648451 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -8649838.000000 Penalty: 5329.696777
	Iteration 8F: 3 clusters Score -8649838 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -8651671.000000 Penalty: 5329.696777
	Iteration 9F: 3 clusters Score -8651671 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -8653699.000000 Penalty: 5329.696777
	Iteration 10F: 3 clusters Score -8653699 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -8655517.000000 Penalty: 5329.696777
	Iteration 11F: 3 clusters Score -8655517 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -8657154.000000 Penalty: 5329.696777
	Iteration 12Q: 3 clusters Score -8657154 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -8658035.000000 Penalty: 5329.696777
	Iteration 13Q: 3 clusters Score -8658035 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -8658390.000000 Penalty: 5329.696777
	Iteration 14Q: 3 clusters Score -8658390 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8658548.000000 Penalty: 5329.696777
	Iteration 15Q: 3 clusters Score -8658548 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -8658609.000000 Penalty: 5329.696777
	Iteration 16Q: 3 clusters Score -8658609 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -8658665.000000 Penalty: 5329.696777
	Iteration 17Q: 3 clusters Score -8658665 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -8658714.000000 Penalty: 5329.696777
	Iteration 18Q: 3 clusters Score -8658714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -8658745.000000 Penalty: 5329.696777
	Iteration 19Q: 3 clusters Score -8658745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -8658770.000000 Penalty: 5329.696777
	Iteration 20F: 3 clusters Score -8658770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -8658799.000000 Penalty: 5329.696777
	Iteration 21Q: 3 clusters Score -8658799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -8658809.000000 Penalty: 5329.696777
	Iteration 22Q: 3 clusters Score -8658809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -8658809.000000 Penalty: 5329.696777
	Iteration 23Q: 3 clusters Score -8658809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -8658805.000000 Penalty: 5329.696777
	Iteration 24Q: 3 clusters Score -8658805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -8658816.000000 Penalty: 5329.696777
	Iteration 25Q: 3 clusters Score -8658816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -8658827.000000 Penalty: 5329.696777
	Iteration 26Q: 3 clusters Score -8658827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -8658838.000000 Penalty: 5329.696777
	Iteration 27Q: 3 clusters Score -8658838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -8658838.000000 Penalty: 5329.696777
	Iteration 28Q: 3 clusters Score -8658838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -8658842.000000 Penalty: 5329.696777
	Iteration 29Q: 3 clusters Score -8658842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -8658849.000000 Penalty: 5329.696777
	Iteration 30Q: 3 clusters Score -8658849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -8658843.000000 Penalty: 5329.696777
	Iteration 31Q: 3 clusters Score -8658843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -8658843.000000 Penalty: 5329.696777
	Iteration 32F: 3 clusters Score -8658843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Entering Unmasked Estep 
Score: -1510162.000000 Penalty: 2235.160156
	Iteration 0F: 2 clusters Score -1510162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1503568.250000 Penalty: 4470.320312
	Iteration 0F: 3 clusters Score -1503568 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1505401.875000 Penalty: 4470.320312
	Iteration 1F: 3 clusters Score -1505402 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1505672.625000 Penalty: 4470.320312
	Iteration 2F: 3 clusters Score -1505673 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1505879.875000 Penalty: 4470.320312
	Iteration 3F: 3 clusters Score -1505880 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1506035.375000 Penalty: 4470.320312
	Iteration 4Q: 3 clusters Score -1506035 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1506175.125000 Penalty: 4470.320312
	Iteration 5Q: 3 clusters Score -1506175 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1506307.500000 Penalty: 4470.320312
	Iteration 6Q: 3 clusters Score -1506308 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1506451.750000 Penalty: 4470.320312
	Iteration 7Q: 3 clusters Score -1506452 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1506604.375000 Penalty: 4470.320312
	Iteration 8Q: 3 clusters Score -1506604 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1506774.250000 Penalty: 4470.320312
	Iteration 9Q: 3 clusters Score -1506774 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1506953.625000 Penalty: 4470.320312
	Iteration 10Q: 3 clusters Score -1506954 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1507135.000000 Penalty: 4470.320312
	Iteration 11Q: 3 clusters Score -1507135 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1507305.875000 Penalty: 4470.320312
	Iteration 12Q: 3 clusters Score -1507306 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1507447.875000 Penalty: 4470.320312
	Iteration 13Q: 3 clusters Score -1507448 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1507612.000000 Penalty: 4470.320312
	Iteration 14Q: 3 clusters Score -1507612 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1507745.500000 Penalty: 4470.320312
	Iteration 15Q: 3 clusters Score -1507746 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1507854.375000 Penalty: 4470.320312
	Iteration 16Q: 3 clusters Score -1507854 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1507934.500000 Penalty: 4470.320312
	Iteration 17Q: 3 clusters Score -1507934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1507981.250000 Penalty: 4470.320312
	Iteration 18Q: 3 clusters Score -1507981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1508021.125000 Penalty: 4470.320312
	Iteration 19Q: 3 clusters Score -1508021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1508042.875000 Penalty: 4470.320312
	Iteration 20F: 3 clusters Score -1508043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1508072.125000 Penalty: 4470.320312
	Iteration 21Q: 3 clusters Score -1508072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1508098.125000 Penalty: 4470.320312
	Iteration 22Q: 3 clusters Score -1508098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1508122.125000 Penalty: 4470.320312
	Iteration 23Q: 3 clusters Score -1508122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1508138.750000 Penalty: 4470.320312
	Iteration 24Q: 3 clusters Score -1508139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1508154.125000 Penalty: 4470.320312
	Iteration 25Q: 3 clusters Score -1508154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1508160.375000 Penalty: 4470.320312
	Iteration 26Q: 3 clusters Score -1508160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1508169.625000 Penalty: 4470.320312
	Iteration 27Q: 3 clusters Score -1508170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1508176.875000 Penalty: 4470.320312
	Iteration 28Q: 3 clusters Score -1508177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1508185.000000 Penalty: 4470.320312
	Iteration 29Q: 3 clusters Score -1508185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1508194.250000 Penalty: 4470.320312
	Iteration 30Q: 3 clusters Score -1508194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1508197.375000 Penalty: 4470.320312
	Iteration 31Q: 3 clusters Score -1508197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1508200.250000 Penalty: 4470.320312
	Iteration 32Q: 3 clusters Score -1508200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1508200.875000 Penalty: 4470.320312
	Iteration 33Q: 3 clusters Score -1508201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1508203.625000 Penalty: 4470.320312
	Iteration 34Q: 3 clusters Score -1508204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1508211.875000 Penalty: 4470.320312
	Iteration 35Q: 3 clusters Score -1508212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1508219.875000 Penalty: 4470.320312
	Iteration 36Q: 3 clusters Score -1508220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1508222.875000 Penalty: 4470.320312
	Iteration 37Q: 3 clusters Score -1508223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1508227.500000 Penalty: 4470.320312
	Iteration 38Q: 3 clusters Score -1508228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1508231.000000 Penalty: 4470.320312
	Iteration 39Q: 3 clusters Score -1508231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1508230.625000 Penalty: 4470.320312
	Iteration 40F: 3 clusters Score -1508231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Entering Unmasked Estep 
Score: -8586304.000000 Penalty: 2663.003418
	Iteration 0F: 2 clusters Score -8586304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -8557501.000000 Penalty: 5326.006836
	Iteration 0F: 3 clusters Score -8557501 nChanged 21123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -8569429.000000 Penalty: 5326.006836
	Iteration 1F: 3 clusters Score -8569429 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -8570137.000000 Penalty: 5326.006836
	Iteration 2Q: 3 clusters Score -8570137 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -8570927.000000 Penalty: 5326.006836
	Iteration 3Q: 3 clusters Score -8570927 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -8571866.000000 Penalty: 5326.006836
	Iteration 4Q: 3 clusters Score -8571866 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -8572997.000000 Penalty: 5326.006836
	Iteration 5F: 3 clusters Score -8572997 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -8574568.000000 Penalty: 5326.006836
	Iteration 6F: 3 clusters Score -8574568 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -8576393.000000 Penalty: 5326.006836
	Iteration 7F: 3 clusters Score -8576393 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -8578359.000000 Penalty: 5326.006836
	Iteration 8F: 3 clusters Score -8578359 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -8580205.000000 Penalty: 5326.006836
	Iteration 9F: 3 clusters Score -8580205 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -8581822.000000 Penalty: 5326.006836
	Iteration 10Q: 3 clusters Score -8581822 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -8582817.000000 Penalty: 5326.006836
	Iteration 11Q: 3 clusters Score -8582817 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -8583366.000000 Penalty: 5326.006836
	Iteration 12Q: 3 clusters Score -8583366 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -8583802.000000 Penalty: 5326.006836
	Iteration 13Q: 3 clusters Score -8583802 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8583926.000000 Penalty: 5326.006836
	Iteration 14Q: 3 clusters Score -8583926 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -8584132.000000 Penalty: 5326.006836
	Iteration 15Q: 3 clusters Score -8584132 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8584192.000000 Penalty: 5326.006836
	Iteration 16Q: 3 clusters Score -8584192 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8584229.000000 Penalty: 5326.006836
	Iteration 17Q: 3 clusters Score -8584229 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8584203.000000 Penalty: 5326.006836
	Iteration 18Q: 3 clusters Score -8584203 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8584179.000000 Penalty: 5326.006836
	Iteration 19Q: 3 clusters Score -8584179 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8584131.000000 Penalty: 5326.006836
	Iteration 20F: 3 clusters Score -8584131 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8584197.000000 Penalty: 5326.006836
	Iteration 21Q: 3 clusters Score -8584197 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8584231.000000 Penalty: 5326.006836
	Iteration 22Q: 3 clusters Score -8584231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8584216.000000 Penalty: 5326.006836
	Iteration 23Q: 3 clusters Score -8584216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8584221.000000 Penalty: 5326.006836
	Iteration 24Q: 3 clusters Score -8584221 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8584231.000000 Penalty: 5326.006836
	Iteration 25Q: 3 clusters Score -8584231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8584221.000000 Penalty: 5326.006836
	Iteration 26Q: 3 clusters Score -8584221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8584252.000000 Penalty: 5326.006836
	Iteration 27Q: 3 clusters Score -8584252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8584226.000000 Penalty: 5326.006836
	Iteration 28Q: 3 clusters Score -8584226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8584220.000000 Penalty: 5326.006836
	Iteration 29Q: 3 clusters Score -8584220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8584234.000000 Penalty: 5326.006836
	Iteration 30Q: 3 clusters Score -8584234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8584242.000000 Penalty: 5326.006836
	Iteration 31Q: 3 clusters Score -8584242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8584246.000000 Penalty: 5326.006836
	Iteration 32Q: 3 clusters Score -8584246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8584250.000000 Penalty: 5326.006836
	Iteration 33Q: 3 clusters Score -8584250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8584254.000000 Penalty: 5326.006836
	Iteration 34Q: 3 clusters Score -8584254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8584257.000000 Penalty: 5326.006836
	Iteration 35Q: 3 clusters Score -8584257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8584253.000000 Penalty: 5326.006836
	Iteration 36Q: 3 clusters Score -8584253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8584258.000000 Penalty: 5326.006836
	Iteration 37Q: 3 clusters Score -8584258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8584258.000000 Penalty: 5326.006836
	Iteration 38Q: 3 clusters Score -8584258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8584266.000000 Penalty: 5326.006836
	Iteration 39Q: 3 clusters Score -8584266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8584263.000000 Penalty: 5326.006836
	Iteration 40F: 3 clusters Score -8584263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8584253.000000 Penalty: 5326.006836
	Iteration 41Q: 3 clusters Score -8584253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8584270.000000 Penalty: 5326.006836
	Iteration 42Q: 3 clusters Score -8584270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8584277.000000 Penalty: 5326.006836
	Iteration 43Q: 3 clusters Score -8584277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8584282.000000 Penalty: 5326.006836
	Iteration 44Q: 3 clusters Score -8584282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8584282.000000 Penalty: 5326.006836
	Iteration 45Q: 3 clusters Score -8584282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8584289.000000 Penalty: 5326.006836
	Iteration 46Q: 3 clusters Score -8584289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8584294.000000 Penalty: 5326.006836
	Iteration 47Q: 3 clusters Score -8584294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8584289.000000 Penalty: 5326.006836
	Iteration 48Q: 3 clusters Score -8584289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8584292.000000 Penalty: 5326.006836
	Iteration 49Q: 3 clusters Score -8584292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8584294.000000 Penalty: 5326.006836
	Iteration 50Q: 3 clusters Score -8584294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8584293.000000 Penalty: 5326.006836
	Iteration 51Q: 3 clusters Score -8584293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8584297.000000 Penalty: 5326.006836
	Iteration 52Q: 3 clusters Score -8584297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8584296.000000 Penalty: 5326.006836
	Iteration 53Q: 3 clusters Score -8584296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8584298.000000 Penalty: 5326.006836
	Iteration 54Q: 3 clusters Score -8584298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8584301.000000 Penalty: 5326.006836
	Iteration 55Q: 3 clusters Score -8584301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8584297.000000 Penalty: 5326.006836
	Iteration 56Q: 3 clusters Score -8584297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8584297.000000 Penalty: 5326.006836
	Iteration 57F: 3 clusters Score -8584297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Entering Unmasked Estep 
Score: -8547898.000000 Penalty: 2660.797363
	Iteration 0F: 2 clusters Score -8547898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8519280.000000 Penalty: 5321.594727
	Iteration 0F: 3 clusters Score -8519280 nChanged 21026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -8530930.000000 Penalty: 5321.594727
	Iteration 1F: 3 clusters Score -8530930 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -8531783.000000 Penalty: 5321.594727
	Iteration 2Q: 3 clusters Score -8531783 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -8532766.000000 Penalty: 5321.594727
	Iteration 3F: 3 clusters Score -8532766 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -8534002.000000 Penalty: 5321.594727
	Iteration 4F: 3 clusters Score -8534002 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -8535378.000000 Penalty: 5321.594727
	Iteration 5F: 3 clusters Score -8535378 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -8537152.000000 Penalty: 5321.594727
	Iteration 6F: 3 clusters Score -8537152 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -8539245.000000 Penalty: 5321.594727
	Iteration 7F: 3 clusters Score -8539245 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -8541365.000000 Penalty: 5321.594727
	Iteration 8F: 3 clusters Score -8541365 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -8543304.000000 Penalty: 5321.594727
	Iteration 9F: 3 clusters Score -8543304 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -8544773.000000 Penalty: 5321.594727
	Iteration 10Q: 3 clusters Score -8544773 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -8545427.000000 Penalty: 5321.594727
	Iteration 11Q: 3 clusters Score -8545427 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -8545707.000000 Penalty: 5321.594727
	Iteration 12Q: 3 clusters Score -8545707 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -8545762.000000 Penalty: 5321.594727
	Iteration 13Q: 3 clusters Score -8545762 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -8545783.000000 Penalty: 5321.594727
	Iteration 14Q: 3 clusters Score -8545783 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8545807.000000 Penalty: 5321.594727
	Iteration 15Q: 3 clusters Score -8545807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -8545838.000000 Penalty: 5321.594727
	Iteration 16Q: 3 clusters Score -8545838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -8545850.000000 Penalty: 5321.594727
	Iteration 17Q: 3 clusters Score -8545850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -8545864.000000 Penalty: 5321.594727
	Iteration 18Q: 3 clusters Score -8545864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -8545885.000000 Penalty: 5321.594727
	Iteration 19Q: 3 clusters Score -8545885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -8545884.000000 Penalty: 5321.594727
	Iteration 20F: 3 clusters Score -8545884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -8545888.000000 Penalty: 5321.594727
	Iteration 21Q: 3 clusters Score -8545888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -8545894.000000 Penalty: 5321.594727
	Iteration 22Q: 3 clusters Score -8545894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -8545888.000000 Penalty: 5321.594727
	Iteration 23Q: 3 clusters Score -8545888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8545896.000000 Penalty: 5321.594727
	Iteration 24Q: 3 clusters Score -8545896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8545896.000000 Penalty: 5321.594727
	Iteration 25F: 3 clusters Score -8545896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -214343.718750 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -214343.7 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: -212265.609375 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -212265.6 nChanged 416
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: -212988.156250 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -212988.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -213406.703125 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -213406.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -213607.968750 Penalty: 3573.258057
	Iteration 3F: 3 clusters Score -213608 nChanged 68
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: -213792.140625 Penalty: 3573.258057
	Iteration 4F: 3 clusters Score -213792.1 nChanged 56
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: -213986.281250 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -213986.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -214127.562500 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -214127.6 nChanged 47
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: -214220.390625 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -214220.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -214251.656250 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -214251.7 nChanged 10
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: -214264.656250 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -214264.7 nChanged 10
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: -214272.140625 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -214272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -214278.250000 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -214278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -214282.781250 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -214282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -214284.203125 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -214284.2 nChanged 2
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: -214286.203125 Penalty: 3573.258057
	Iteration 14Q: 3 clusters Score -214286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -214287.687500 Penalty: 3573.258057
	Iteration 15Q: 3 clusters Score -214287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -214287.687500 Penalty: 3573.258057
	Iteration 16F: 3 clusters Score -214287.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Entering Unmasked Estep 
Score: -4376811.500000 Penalty: 2504.595947
	Iteration 0F: 2 clusters Score -4376812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4360019.000000 Penalty: 5009.191895
	Iteration 0F: 3 clusters Score -4360019 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -4365753.500000 Penalty: 5009.191895
	Iteration 1F: 3 clusters Score -4365754 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -4366134.000000 Penalty: 5009.191895
	Iteration 2Q: 3 clusters Score -4366134 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4366421.000000 Penalty: 5009.191895
	Iteration 3Q: 3 clusters Score -4366421 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -4366673.500000 Penalty: 5009.191895
	Iteration 4Q: 3 clusters Score -4366674 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4366912.000000 Penalty: 5009.191895
	Iteration 5Q: 3 clusters Score -4366912 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4367236.500000 Penalty: 5009.191895
	Iteration 6Q: 3 clusters Score -4367236 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -4367688.500000 Penalty: 5009.191895
	Iteration 7Q: 3 clusters Score -4367688 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -4368321.000000 Penalty: 5009.191895
	Iteration 8Q: 3 clusters Score -4368321 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -4369268.000000 Penalty: 5009.191895
	Iteration 9F: 3 clusters Score -4369268 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4370448.000000 Penalty: 5009.191895
	Iteration 10F: 3 clusters Score -4370448 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4371734.000000 Penalty: 5009.191895
	Iteration 11F: 3 clusters Score -4371734 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4372818.000000 Penalty: 5009.191895
	Iteration 12F: 3 clusters Score -4372818 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4373600.500000 Penalty: 5009.191895
	Iteration 13Q: 3 clusters Score -4373600 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4374014.000000 Penalty: 5009.191895
	Iteration 14Q: 3 clusters Score -4374014 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4374285.000000 Penalty: 5009.191895
	Iteration 15Q: 3 clusters Score -4374285 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4374435.500000 Penalty: 5009.191895
	Iteration 16Q: 3 clusters Score -4374436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4374515.000000 Penalty: 5009.191895
	Iteration 17Q: 3 clusters Score -4374515 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4374562.000000 Penalty: 5009.191895
	Iteration 18Q: 3 clusters Score -4374562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4374585.500000 Penalty: 5009.191895
	Iteration 19Q: 3 clusters Score -4374586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4374604.000000 Penalty: 5009.191895
	Iteration 20F: 3 clusters Score -4374604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4374615.500000 Penalty: 5009.191895
	Iteration 21Q: 3 clusters Score -4374616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4374624.000000 Penalty: 5009.191895
	Iteration 22Q: 3 clusters Score -4374624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4374626.000000 Penalty: 5009.191895
	Iteration 23Q: 3 clusters Score -4374626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4374634.000000 Penalty: 5009.191895
	Iteration 24Q: 3 clusters Score -4374634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4374634.500000 Penalty: 5009.191895
	Iteration 25Q: 3 clusters Score -4374634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4374635.000000 Penalty: 5009.191895
	Iteration 26Q: 3 clusters Score -4374635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4374635.000000 Penalty: 5009.191895
	Iteration 27F: 3 clusters Score -4374635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Entering Unmasked Estep 
Score: -8085168.000000 Penalty: 2647.653809
	Iteration 0F: 2 clusters Score -8085168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -8057317.000000 Penalty: 5295.307617
	Iteration 0F: 3 clusters Score -8057317 nChanged 19786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -8068311.000000 Penalty: 5295.307617
	Iteration 1F: 3 clusters Score -8068311 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -8069010.000000 Penalty: 5295.307617
	Iteration 2Q: 3 clusters Score -8069010 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -8070002.000000 Penalty: 5295.307617
	Iteration 3Q: 3 clusters Score -8070002 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -8071518.000000 Penalty: 5295.307617
	Iteration 4F: 3 clusters Score -8071518 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -8073432.000000 Penalty: 5295.307617
	Iteration 5F: 3 clusters Score -8073432 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -8075817.000000 Penalty: 5295.307617
	Iteration 6F: 3 clusters Score -8075817 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -8078240.500000 Penalty: 5295.307617
	Iteration 7F: 3 clusters Score -8078240 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -8080138.000000 Penalty: 5295.307617
	Iteration 8F: 3 clusters Score -8080138 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -8081136.000000 Penalty: 5295.307617
	Iteration 9Q: 3 clusters Score -8081136 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -8081637.500000 Penalty: 5295.307617
	Iteration 10Q: 3 clusters Score -8081638 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -8081915.500000 Penalty: 5295.307617
	Iteration 11Q: 3 clusters Score -8081916 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -8082123.500000 Penalty: 5295.307617
	Iteration 12Q: 3 clusters Score -8082124 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -8082301.500000 Penalty: 5295.307617
	Iteration 13Q: 3 clusters Score -8082302 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -8082462.000000 Penalty: 5295.307617
	Iteration 14Q: 3 clusters Score -8082462 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -8082580.500000 Penalty: 5295.307617
	Iteration 15Q: 3 clusters Score -8082580 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -8082680.500000 Penalty: 5295.307617
	Iteration 16Q: 3 clusters Score -8082680 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -8082727.000000 Penalty: 5295.307617
	Iteration 17Q: 3 clusters Score -8082727 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -8082771.500000 Penalty: 5295.307617
	Iteration 18Q: 3 clusters Score -8082772 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -8082825.500000 Penalty: 5295.307617
	Iteration 19Q: 3 clusters Score -8082826 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -8082833.000000 Penalty: 5295.307617
	Iteration 20F: 3 clusters Score -8082833 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -8082845.000000 Penalty: 5295.307617
	Iteration 21Q: 3 clusters Score -8082845 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -8082883.500000 Penalty: 5295.307617
	Iteration 22Q: 3 clusters Score -8082884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -8082893.000000 Penalty: 5295.307617
	Iteration 23Q: 3 clusters Score -8082893 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -8082906.500000 Penalty: 5295.307617
	Iteration 24Q: 3 clusters Score -8082906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -8082901.500000 Penalty: 5295.307617
	Iteration 25Q: 3 clusters Score -8082902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -8082916.500000 Penalty: 5295.307617
	Iteration 26Q: 3 clusters Score -8082916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -8082913.500000 Penalty: 5295.307617
	Iteration 27Q: 3 clusters Score -8082914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -8082917.000000 Penalty: 5295.307617
	Iteration 28Q: 3 clusters Score -8082917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -8082927.000000 Penalty: 5295.307617
	Iteration 29Q: 3 clusters Score -8082927 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -8082948.000000 Penalty: 5295.307617
	Iteration 30Q: 3 clusters Score -8082948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -8082963.500000 Penalty: 5295.307617
	Iteration 31Q: 3 clusters Score -8082964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -8083003.500000 Penalty: 5295.307617
	Iteration 32Q: 3 clusters Score -8083004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -8083002.000000 Penalty: 5295.307617
	Iteration 33Q: 3 clusters Score -8083002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -8083009.500000 Penalty: 5295.307617
	Iteration 34Q: 3 clusters Score -8083010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -8083011.000000 Penalty: 5295.307617
	Iteration 35Q: 3 clusters Score -8083011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -8083023.000000 Penalty: 5295.307617
	Iteration 36Q: 3 clusters Score -8083023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -8083025.500000 Penalty: 5295.307617
	Iteration 37Q: 3 clusters Score -8083026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -8083014.500000 Penalty: 5295.307617
	Iteration 38Q: 3 clusters Score -8083014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -8083023.500000 Penalty: 5295.307617
	Iteration 39Q: 3 clusters Score -8083024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -8083040.500000 Penalty: 5295.307617
	Iteration 40F: 3 clusters Score -8083040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -8083062.000000 Penalty: 5295.307617
	Iteration 41Q: 3 clusters Score -8083062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -8083063.000000 Penalty: 5295.307617
	Iteration 42Q: 3 clusters Score -8083063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -8083056.000000 Penalty: 5295.307617
	Iteration 43Q: 3 clusters Score -8083056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -8083069.000000 Penalty: 5295.307617
	Iteration 44Q: 3 clusters Score -8083069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -8083088.000000 Penalty: 5295.307617
	Iteration 45Q: 3 clusters Score -8083088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -8083087.000000 Penalty: 5295.307617
	Iteration 46Q: 3 clusters Score -8083087 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -8083107.500000 Penalty: 5295.307617
	Iteration 47Q: 3 clusters Score -8083108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -8083130.500000 Penalty: 5295.307617
	Iteration 48Q: 3 clusters Score -8083130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -8083173.000000 Penalty: 5295.307617
	Iteration 49Q: 3 clusters Score -8083173 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -8083217.500000 Penalty: 5295.307617
	Iteration 50Q: 3 clusters Score -8083218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -8083227.000000 Penalty: 5295.307617
	Iteration 51Q: 3 clusters Score -8083227 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -8083279.500000 Penalty: 5295.307617
	Iteration 52Q: 3 clusters Score -8083280 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -8083298.500000 Penalty: 5295.307617
	Iteration 53Q: 3 clusters Score -8083298 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -8083341.000000 Penalty: 5295.307617
	Iteration 54Q: 3 clusters Score -8083341 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -8083380.000000 Penalty: 5295.307617
	Iteration 55Q: 3 clusters Score -8083380 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -8083419.000000 Penalty: 5295.307617
	Iteration 56Q: 3 clusters Score -8083419 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -8083464.500000 Penalty: 5295.307617
	Iteration 57Q: 3 clusters Score -8083464 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -8083470.500000 Penalty: 5295.307617
	Iteration 58Q: 3 clusters Score -8083470 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -8083491.500000 Penalty: 5295.307617
	Iteration 59Q: 3 clusters Score -8083492 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -8083549.500000 Penalty: 5295.307617
	Iteration 60F: 3 clusters Score -8083550 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -8083579.000000 Penalty: 5295.307617
	Iteration 61Q: 3 clusters Score -8083579 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -8083614.500000 Penalty: 5295.307617
	Iteration 62Q: 3 clusters Score -8083614 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -8083658.000000 Penalty: 5295.307617
	Iteration 63Q: 3 clusters Score -8083658 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -8083698.000000 Penalty: 5295.307617
	Iteration 64Q: 3 clusters Score -8083698 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -8083724.000000 Penalty: 5295.307617
	Iteration 65Q: 3 clusters Score -8083724 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -8083738.000000 Penalty: 5295.307617
	Iteration 66Q: 3 clusters Score -8083738 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -8083785.000000 Penalty: 5295.307617
	Iteration 67Q: 3 clusters Score -8083785 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -8083822.000000 Penalty: 5295.307617
	Iteration 68Q: 3 clusters Score -8083822 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -8083833.000000 Penalty: 5295.307617
	Iteration 69Q: 3 clusters Score -8083833 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -8083808.000000 Penalty: 5295.307617
	Iteration 70Q: 3 clusters Score -8083808 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -8083798.500000 Penalty: 5295.307617
	Iteration 71Q: 3 clusters Score -8083798 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -8083791.000000 Penalty: 5295.307617
	Iteration 72Q: 3 clusters Score -8083791 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -8083806.000000 Penalty: 5295.307617
	Iteration 73Q: 3 clusters Score -8083806 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -8083806.500000 Penalty: 5295.307617
	Iteration 74Q: 3 clusters Score -8083806 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -8083815.000000 Penalty: 5295.307617
	Iteration 75Q: 3 clusters Score -8083815 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -8083826.500000 Penalty: 5295.307617
	Iteration 76Q: 3 clusters Score -8083826 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -8083809.500000 Penalty: 5295.307617
	Iteration 77Q: 3 clusters Score -8083810 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -8083825.500000 Penalty: 5295.307617
	Iteration 78Q: 3 clusters Score -8083826 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -8083800.000000 Penalty: 5295.307617
	Iteration 79Q: 3 clusters Score -8083800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -8083774.000000 Penalty: 5295.307617
	Iteration 80F: 3 clusters Score -8083774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -8083750.000000 Penalty: 5295.307617
	Iteration 81Q: 3 clusters Score -8083750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -8083762.000000 Penalty: 5295.307617
	Iteration 82Q: 3 clusters Score -8083762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -8083762.000000 Penalty: 5295.307617
	Iteration 83Q: 3 clusters Score -8083762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -8083744.000000 Penalty: 5295.307617
	Iteration 84Q: 3 clusters Score -8083744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -8083712.000000 Penalty: 5295.307617
	Iteration 85Q: 3 clusters Score -8083712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -8083710.500000 Penalty: 5295.307617
	Iteration 86Q: 3 clusters Score -8083710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -8083709.500000 Penalty: 5295.307617
	Iteration 87Q: 3 clusters Score -8083710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -8083697.500000 Penalty: 5295.307617
	Iteration 88Q: 3 clusters Score -8083698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -8083682.000000 Penalty: 5295.307617
	Iteration 89Q: 3 clusters Score -8083682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -8083680.500000 Penalty: 5295.307617
	Iteration 90Q: 3 clusters Score -8083680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -8083676.000000 Penalty: 5295.307617
	Iteration 91Q: 3 clusters Score -8083676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -8083649.500000 Penalty: 5295.307617
	Iteration 92Q: 3 clusters Score -8083650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -8083639.500000 Penalty: 5295.307617
	Iteration 93Q: 3 clusters Score -8083640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -8083625.000000 Penalty: 5295.307617
	Iteration 94Q: 3 clusters Score -8083625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -8083599.000000 Penalty: 5295.307617
	Iteration 95Q: 3 clusters Score -8083599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -8083611.000000 Penalty: 5295.307617
	Iteration 96Q: 3 clusters Score -8083611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -8083587.500000 Penalty: 5295.307617
	Iteration 97Q: 3 clusters Score -8083588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -8083585.500000 Penalty: 5295.307617
	Iteration 98Q: 3 clusters Score -8083586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8083589.500000 Penalty: 5295.307617
	Iteration 99Q: 3 clusters Score -8083590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -8083579.500000 Penalty: 5295.307617
	Iteration 100F: 3 clusters Score -8083580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -8083583.500000 Penalty: 5295.307617
	Iteration 101Q: 3 clusters Score -8083584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -8083569.500000 Penalty: 5295.307617
	Iteration 102Q: 3 clusters Score -8083570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -8083561.500000 Penalty: 5295.307617
	Iteration 103Q: 3 clusters Score -8083562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -8083553.500000 Penalty: 5295.307617
	Iteration 104Q: 3 clusters Score -8083554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -8083532.500000 Penalty: 5295.307617
	Iteration 105Q: 3 clusters Score -8083532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8083532.000000 Penalty: 5295.307617
	Iteration 106Q: 3 clusters Score -8083532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -8083535.000000 Penalty: 5295.307617
	Iteration 107Q: 3 clusters Score -8083535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8083533.000000 Penalty: 5295.307617
	Iteration 108Q: 3 clusters Score -8083533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -8083535.000000 Penalty: 5295.307617
	Iteration 109Q: 3 clusters Score -8083535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -8083523.500000 Penalty: 5295.307617
	Iteration 110Q: 3 clusters Score -8083524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -8083533.000000 Penalty: 5295.307617
	Iteration 111Q: 3 clusters Score -8083533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -8083532.500000 Penalty: 5295.307617
	Iteration 112Q: 3 clusters Score -8083532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -8083527.500000 Penalty: 5295.307617
	Iteration 113Q: 3 clusters Score -8083528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -8083515.000000 Penalty: 5295.307617
	Iteration 114Q: 3 clusters Score -8083515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -8083514.500000 Penalty: 5295.307617
	Iteration 115Q: 3 clusters Score -8083514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -8083515.000000 Penalty: 5295.307617
	Iteration 116Q: 3 clusters Score -8083515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -8083515.000000 Penalty: 5295.307617
	Iteration 117F: 3 clusters Score -8083515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -96362.078125 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -96362.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -94791.468750 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -94791.47 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -95020.773438 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -95020.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -95114.882812 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -95114.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -95167.062500 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -95167.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95204.039062 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -95204.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -95228.453125 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -95228.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -95245.148438 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -95245.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -95256.273438 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -95256.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -95256.273438 Penalty: 3127.912598
	Iteration 8F: 3 clusters Score -95256.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Entering Unmasked Estep 
Score: -8826954.000000 Penalty: 2670.667725
	Iteration 0F: 2 clusters Score -8826954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -8797635.000000 Penalty: 5341.335449
	Iteration 0F: 3 clusters Score -8797635 nChanged 21825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -8809593.000000 Penalty: 5341.335449
	Iteration 1F: 3 clusters Score -8809593 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -8810076.000000 Penalty: 5341.335449
	Iteration 2Q: 3 clusters Score -8810076 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -8810534.000000 Penalty: 5341.335449
	Iteration 3Q: 3 clusters Score -8810534 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -8811008.000000 Penalty: 5341.335449
	Iteration 4Q: 3 clusters Score -8811008 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -8811544.000000 Penalty: 5341.335449
	Iteration 5Q: 3 clusters Score -8811544 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -8812051.000000 Penalty: 5341.335449
	Iteration 6Q: 3 clusters Score -8812051 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -8812734.000000 Penalty: 5341.335449
	Iteration 7Q: 3 clusters Score -8812734 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -8813657.000000 Penalty: 5341.335449
	Iteration 8Q: 3 clusters Score -8813657 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -8814912.000000 Penalty: 5341.335449
	Iteration 9Q: 3 clusters Score -8814912 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -8816609.000000 Penalty: 5341.335449
	Iteration 10F: 3 clusters Score -8816609 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -8818515.000000 Penalty: 5341.335449
	Iteration 11F: 3 clusters Score -8818515 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -8819966.000000 Penalty: 5341.335449
	Iteration 12F: 3 clusters Score -8819966 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -8820738.000000 Penalty: 5341.335449
	Iteration 13Q: 3 clusters Score -8820738 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -8821143.000000 Penalty: 5341.335449
	Iteration 14Q: 3 clusters Score -8821143 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -8821596.000000 Penalty: 5341.335449
	Iteration 15Q: 3 clusters Score -8821596 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -8821975.000000 Penalty: 5341.335449
	Iteration 16Q: 3 clusters Score -8821975 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -8822283.000000 Penalty: 5341.335449
	Iteration 17Q: 3 clusters Score -8822283 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -8822605.000000 Penalty: 5341.335449
	Iteration 18Q: 3 clusters Score -8822605 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -8822927.000000 Penalty: 5341.335449
	Iteration 19Q: 3 clusters Score -8822927 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -8823279.000000 Penalty: 5341.335449
	Iteration 20F: 3 clusters Score -8823279 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -8823604.000000 Penalty: 5341.335449
	Iteration 21Q: 3 clusters Score -8823604 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -8823902.000000 Penalty: 5341.335449
	Iteration 22Q: 3 clusters Score -8823902 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -8824194.000000 Penalty: 5341.335449
	Iteration 23Q: 3 clusters Score -8824194 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -8824461.000000 Penalty: 5341.335449
	Iteration 24Q: 3 clusters Score -8824461 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -8824719.000000 Penalty: 5341.335449
	Iteration 25Q: 3 clusters Score -8824719 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -8824979.000000 Penalty: 5341.335449
	Iteration 26Q: 3 clusters Score -8824979 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -8825085.000000 Penalty: 5341.335449
	Iteration 27Q: 3 clusters Score -8825085 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -8825192.000000 Penalty: 5341.335449
	Iteration 28Q: 3 clusters Score -8825192 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -8825300.000000 Penalty: 5341.335449
	Iteration 29Q: 3 clusters Score -8825300 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -8825343.000000 Penalty: 5341.335449
	Iteration 30Q: 3 clusters Score -8825343 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -8825393.000000 Penalty: 5341.335449
	Iteration 31Q: 3 clusters Score -8825393 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -8825438.000000 Penalty: 5341.335449
	Iteration 32Q: 3 clusters Score -8825438 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -8825488.000000 Penalty: 5341.335449
	Iteration 33Q: 3 clusters Score -8825488 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -8825510.000000 Penalty: 5341.335449
	Iteration 34Q: 3 clusters Score -8825510 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -8825542.000000 Penalty: 5341.335449
	Iteration 35Q: 3 clusters Score -8825542 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -8825579.000000 Penalty: 5341.335449
	Iteration 36Q: 3 clusters Score -8825579 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -8825602.000000 Penalty: 5341.335449
	Iteration 37Q: 3 clusters Score -8825602 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8825618.000000 Penalty: 5341.335449
	Iteration 38Q: 3 clusters Score -8825618 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -8825642.000000 Penalty: 5341.335449
	Iteration 39Q: 3 clusters Score -8825642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -8825691.000000 Penalty: 5341.335449
	Iteration 40F: 3 clusters Score -8825691 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -8825688.000000 Penalty: 5341.335449
	Iteration 41Q: 3 clusters Score -8825688 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -8825701.000000 Penalty: 5341.335449
	Iteration 42Q: 3 clusters Score -8825701 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -8825721.000000 Penalty: 5341.335449
	Iteration 43Q: 3 clusters Score -8825721 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -8825725.000000 Penalty: 5341.335449
	Iteration 44Q: 3 clusters Score -8825725 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -8825739.000000 Penalty: 5341.335449
	Iteration 45Q: 3 clusters Score -8825739 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -8825751.000000 Penalty: 5341.335449
	Iteration 46Q: 3 clusters Score -8825751 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -8825754.000000 Penalty: 5341.335449
	Iteration 47Q: 3 clusters Score -8825754 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -8825750.000000 Penalty: 5341.335449
	Iteration 48Q: 3 clusters Score -8825750 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -8825789.000000 Penalty: 5341.335449
	Iteration 49Q: 3 clusters Score -8825789 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -8825813.000000 Penalty: 5341.335449
	Iteration 50Q: 3 clusters Score -8825813 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -8825821.000000 Penalty: 5341.335449
	Iteration 51Q: 3 clusters Score -8825821 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -8825839.000000 Penalty: 5341.335449
	Iteration 52Q: 3 clusters Score -8825839 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -8825856.000000 Penalty: 5341.335449
	Iteration 53Q: 3 clusters Score -8825856 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -8825867.000000 Penalty: 5341.335449
	Iteration 54Q: 3 clusters Score -8825867 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -8825888.000000 Penalty: 5341.335449
	Iteration 55Q: 3 clusters Score -8825888 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -8825904.000000 Penalty: 5341.335449
	Iteration 56Q: 3 clusters Score -8825904 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -8825886.000000 Penalty: 5341.335449
	Iteration 57Q: 3 clusters Score -8825886 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -8825880.000000 Penalty: 5341.335449
	Iteration 58Q: 3 clusters Score -8825880 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -8825904.000000 Penalty: 5341.335449
	Iteration 59Q: 3 clusters Score -8825904 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -8825923.000000 Penalty: 5341.335449
	Iteration 60F: 3 clusters Score -8825923 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -8825952.000000 Penalty: 5341.335449
	Iteration 61Q: 3 clusters Score -8825952 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -8825971.000000 Penalty: 5341.335449
	Iteration 62Q: 3 clusters Score -8825971 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -8825960.000000 Penalty: 5341.335449
	Iteration 63Q: 3 clusters Score -8825960 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -8825969.000000 Penalty: 5341.335449
	Iteration 64Q: 3 clusters Score -8825969 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -8825979.000000 Penalty: 5341.335449
	Iteration 65Q: 3 clusters Score -8825979 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -8825977.000000 Penalty: 5341.335449
	Iteration 66Q: 3 clusters Score -8825977 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -8825961.000000 Penalty: 5341.335449
	Iteration 67Q: 3 clusters Score -8825961 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -8825956.000000 Penalty: 5341.335449
	Iteration 68Q: 3 clusters Score -8825956 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -8825959.000000 Penalty: 5341.335449
	Iteration 69Q: 3 clusters Score -8825959 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -8825962.000000 Penalty: 5341.335449
	Iteration 70Q: 3 clusters Score -8825962 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -8825953.000000 Penalty: 5341.335449
	Iteration 71Q: 3 clusters Score -8825953 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -8825975.000000 Penalty: 5341.335449
	Iteration 72Q: 3 clusters Score -8825975 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -8825965.000000 Penalty: 5341.335449
	Iteration 73Q: 3 clusters Score -8825965 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -8825949.000000 Penalty: 5341.335449
	Iteration 74Q: 3 clusters Score -8825949 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -8825971.000000 Penalty: 5341.335449
	Iteration 75Q: 3 clusters Score -8825971 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -8825998.000000 Penalty: 5341.335449
	Iteration 76Q: 3 clusters Score -8825998 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -8826028.000000 Penalty: 5341.335449
	Iteration 77Q: 3 clusters Score -8826028 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -8826021.000000 Penalty: 5341.335449
	Iteration 78Q: 3 clusters Score -8826021 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -8826034.000000 Penalty: 5341.335449
	Iteration 79Q: 3 clusters Score -8826034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -8826058.000000 Penalty: 5341.335449
	Iteration 80F: 3 clusters Score -8826058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -8826036.000000 Penalty: 5341.335449
	Iteration 81Q: 3 clusters Score -8826036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -8826032.000000 Penalty: 5341.335449
	Iteration 82Q: 3 clusters Score -8826032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -8826049.000000 Penalty: 5341.335449
	Iteration 83Q: 3 clusters Score -8826049 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -8826052.000000 Penalty: 5341.335449
	Iteration 84Q: 3 clusters Score -8826052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -8826052.000000 Penalty: 5341.335449
	Iteration 85Q: 3 clusters Score -8826052 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -8826035.000000 Penalty: 5341.335449
	Iteration 86Q: 3 clusters Score -8826035 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -8826071.000000 Penalty: 5341.335449
	Iteration 87Q: 3 clusters Score -8826071 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -8826056.000000 Penalty: 5341.335449
	Iteration 88Q: 3 clusters Score -8826056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -8826077.000000 Penalty: 5341.335449
	Iteration 89Q: 3 clusters Score -8826077 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -8826104.000000 Penalty: 5341.335449
	Iteration 90Q: 3 clusters Score -8826104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -8826105.000000 Penalty: 5341.335449
	Iteration 91Q: 3 clusters Score -8826105 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -8826098.000000 Penalty: 5341.335449
	Iteration 92Q: 3 clusters Score -8826098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -8826107.000000 Penalty: 5341.335449
	Iteration 93Q: 3 clusters Score -8826107 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -8826094.000000 Penalty: 5341.335449
	Iteration 94Q: 3 clusters Score -8826094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -8826105.000000 Penalty: 5341.335449
	Iteration 95Q: 3 clusters Score -8826105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -8826103.000000 Penalty: 5341.335449
	Iteration 96Q: 3 clusters Score -8826103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -8826100.000000 Penalty: 5341.335449
	Iteration 97Q: 3 clusters Score -8826100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -8826076.000000 Penalty: 5341.335449
	Iteration 98Q: 3 clusters Score -8826076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -8826088.000000 Penalty: 5341.335449
	Iteration 99Q: 3 clusters Score -8826088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -8826086.000000 Penalty: 5341.335449
	Iteration 100F: 3 clusters Score -8826086 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -8826098.000000 Penalty: 5341.335449
	Iteration 101Q: 3 clusters Score -8826098 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -8826092.000000 Penalty: 5341.335449
	Iteration 102Q: 3 clusters Score -8826092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -8826098.000000 Penalty: 5341.335449
	Iteration 103Q: 3 clusters Score -8826098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -8826120.000000 Penalty: 5341.335449
	Iteration 104Q: 3 clusters Score -8826120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -8826109.000000 Penalty: 5341.335449
	Iteration 105Q: 3 clusters Score -8826109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -8826108.000000 Penalty: 5341.335449
	Iteration 106Q: 3 clusters Score -8826108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -8826117.000000 Penalty: 5341.335449
	Iteration 107Q: 3 clusters Score -8826117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -8826127.000000 Penalty: 5341.335449
	Iteration 108Q: 3 clusters Score -8826127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -8826115.000000 Penalty: 5341.335449
	Iteration 109Q: 3 clusters Score -8826115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -8826109.000000 Penalty: 5341.335449
	Iteration 110Q: 3 clusters Score -8826109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -8826101.000000 Penalty: 5341.335449
	Iteration 111Q: 3 clusters Score -8826101 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -8826113.000000 Penalty: 5341.335449
	Iteration 112Q: 3 clusters Score -8826113 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -8826113.000000 Penalty: 5341.335449
	Iteration 113Q: 3 clusters Score -8826113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -8826103.000000 Penalty: 5341.335449
	Iteration 114Q: 3 clusters Score -8826103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -8826107.000000 Penalty: 5341.335449
	Iteration 115Q: 3 clusters Score -8826107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -8826112.000000 Penalty: 5341.335449
	Iteration 116Q: 3 clusters Score -8826112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -8826106.000000 Penalty: 5341.335449
	Iteration 117Q: 3 clusters Score -8826106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -8826096.000000 Penalty: 5341.335449
	Iteration 118Q: 3 clusters Score -8826096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -8826114.000000 Penalty: 5341.335449
	Iteration 119Q: 3 clusters Score -8826114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -8826101.000000 Penalty: 5341.335449
	Iteration 120F: 3 clusters Score -8826101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -8826123.000000 Penalty: 5341.335449
	Iteration 121Q: 3 clusters Score -8826123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -8826120.000000 Penalty: 5341.335449
	Iteration 122Q: 3 clusters Score -8826120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -8826116.000000 Penalty: 5341.335449
	Iteration 123Q: 3 clusters Score -8826116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -8826124.000000 Penalty: 5341.335449
	Iteration 124Q: 3 clusters Score -8826124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -8826135.000000 Penalty: 5341.335449
	Iteration 125Q: 3 clusters Score -8826135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -8826150.000000 Penalty: 5341.335449
	Iteration 126Q: 3 clusters Score -8826150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -8826156.000000 Penalty: 5341.335449
	Iteration 127Q: 3 clusters Score -8826156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -8826158.000000 Penalty: 5341.335449
	Iteration 128Q: 3 clusters Score -8826158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -8826166.000000 Penalty: 5341.335449
	Iteration 129Q: 3 clusters Score -8826166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -8826155.000000 Penalty: 5341.335449
	Iteration 130Q: 3 clusters Score -8826155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -8826158.000000 Penalty: 5341.335449
	Iteration 131Q: 3 clusters Score -8826158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -8826158.000000 Penalty: 5341.335449
	Iteration 132Q: 3 clusters Score -8826158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -8826149.000000 Penalty: 5341.335449
	Iteration 133Q: 3 clusters Score -8826149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -8826148.000000 Penalty: 5341.335449
	Iteration 134Q: 3 clusters Score -8826148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -8826140.000000 Penalty: 5341.335449
	Iteration 135Q: 3 clusters Score -8826140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -8826144.000000 Penalty: 5341.335449
	Iteration 136Q: 3 clusters Score -8826144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -8826150.000000 Penalty: 5341.335449
	Iteration 137Q: 3 clusters Score -8826150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -8826130.000000 Penalty: 5341.335449
	Iteration 138Q: 3 clusters Score -8826130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -8826125.000000 Penalty: 5341.335449
	Iteration 139Q: 3 clusters Score -8826125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -8826145.000000 Penalty: 5341.335449
	Iteration 140F: 3 clusters Score -8826145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -8826141.000000 Penalty: 5341.335449
	Iteration 141Q: 3 clusters Score -8826141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -8826139.000000 Penalty: 5341.335449
	Iteration 142Q: 3 clusters Score -8826139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -8826155.000000 Penalty: 5341.335449
	Iteration 143Q: 3 clusters Score -8826155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -8826146.000000 Penalty: 5341.335449
	Iteration 144Q: 3 clusters Score -8826146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -8826147.000000 Penalty: 5341.335449
	Iteration 145Q: 3 clusters Score -8826147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -8826136.000000 Penalty: 5341.335449
	Iteration 146Q: 3 clusters Score -8826136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -8826139.000000 Penalty: 5341.335449
	Iteration 147Q: 3 clusters Score -8826139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -8826142.000000 Penalty: 5341.335449
	Iteration 148Q: 3 clusters Score -8826142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -8826135.000000 Penalty: 5341.335449
	Iteration 149Q: 3 clusters Score -8826135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -8826129.000000 Penalty: 5341.335449
	Iteration 150Q: 3 clusters Score -8826129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -8826123.000000 Penalty: 5341.335449
	Iteration 151Q: 3 clusters Score -8826123 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -8826127.000000 Penalty: 5341.335449
	Iteration 152Q: 3 clusters Score -8826127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -8826116.000000 Penalty: 5341.335449
	Iteration 153Q: 3 clusters Score -8826116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -8826114.000000 Penalty: 5341.335449
	Iteration 154Q: 3 clusters Score -8826114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -8826120.000000 Penalty: 5341.335449
	Iteration 155Q: 3 clusters Score -8826120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -8826127.000000 Penalty: 5341.335449
	Iteration 156Q: 3 clusters Score -8826127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -8826137.000000 Penalty: 5341.335449
	Iteration 157Q: 3 clusters Score -8826137 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -8826145.000000 Penalty: 5341.335449
	Iteration 158Q: 3 clusters Score -8826145 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -8826155.000000 Penalty: 5341.335449
	Iteration 159Q: 3 clusters Score -8826155 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -8826152.000000 Penalty: 5341.335449
	Iteration 160F: 3 clusters Score -8826152 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -8826151.000000 Penalty: 5341.335449
	Iteration 161Q: 3 clusters Score -8826151 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -8826147.000000 Penalty: 5341.335449
	Iteration 162Q: 3 clusters Score -8826147 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -8826157.000000 Penalty: 5341.335449
	Iteration 163Q: 3 clusters Score -8826157 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -8826185.000000 Penalty: 5341.335449
	Iteration 164Q: 3 clusters Score -8826185 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -8826166.000000 Penalty: 5341.335449
	Iteration 165Q: 3 clusters Score -8826166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -8826172.000000 Penalty: 5341.335449
	Iteration 166Q: 3 clusters Score -8826172 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -8826179.000000 Penalty: 5341.335449
	Iteration 167Q: 3 clusters Score -8826179 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -8826154.000000 Penalty: 5341.335449
	Iteration 168Q: 3 clusters Score -8826154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -8826167.000000 Penalty: 5341.335449
	Iteration 169Q: 3 clusters Score -8826167 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -8826174.000000 Penalty: 5341.335449
	Iteration 170Q: 3 clusters Score -8826174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -8826138.000000 Penalty: 5341.335449
	Iteration 171Q: 3 clusters Score -8826138 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -8826151.000000 Penalty: 5341.335449
	Iteration 172Q: 3 clusters Score -8826151 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -8826176.000000 Penalty: 5341.335449
	Iteration 173Q: 3 clusters Score -8826176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -8826185.000000 Penalty: 5341.335449
	Iteration 174Q: 3 clusters Score -8826185 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -8826188.000000 Penalty: 5341.335449
	Iteration 175Q: 3 clusters Score -8826188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -8826182.000000 Penalty: 5341.335449
	Iteration 176Q: 3 clusters Score -8826182 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -8826186.000000 Penalty: 5341.335449
	Iteration 177Q: 3 clusters Score -8826186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -8826185.000000 Penalty: 5341.335449
	Iteration 178Q: 3 clusters Score -8826185 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -8826175.000000 Penalty: 5341.335449
	Iteration 179Q: 3 clusters Score -8826175 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -8826181.000000 Penalty: 5341.335449
	Iteration 180F: 3 clusters Score -8826181 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -8826208.000000 Penalty: 5341.335449
	Iteration 181Q: 3 clusters Score -8826208 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -8826205.000000 Penalty: 5341.335449
	Iteration 182Q: 3 clusters Score -8826205 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -8826220.000000 Penalty: 5341.335449
	Iteration 183Q: 3 clusters Score -8826220 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -8826230.000000 Penalty: 5341.335449
	Iteration 184Q: 3 clusters Score -8826230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -8826214.000000 Penalty: 5341.335449
	Iteration 185Q: 3 clusters Score -8826214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -8826223.000000 Penalty: 5341.335449
	Iteration 186Q: 3 clusters Score -8826223 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -8826220.000000 Penalty: 5341.335449
	Iteration 187Q: 3 clusters Score -8826220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -8826235.000000 Penalty: 5341.335449
	Iteration 188Q: 3 clusters Score -8826235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -8826222.000000 Penalty: 5341.335449
	Iteration 189Q: 3 clusters Score -8826222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -8826210.000000 Penalty: 5341.335449
	Iteration 190Q: 3 clusters Score -8826210 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -8826203.000000 Penalty: 5341.335449
	Iteration 191Q: 3 clusters Score -8826203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -8826218.000000 Penalty: 5341.335449
	Iteration 192Q: 3 clusters Score -8826218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -8826200.000000 Penalty: 5341.335449
	Iteration 193Q: 3 clusters Score -8826200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -8826218.000000 Penalty: 5341.335449
	Iteration 194Q: 3 clusters Score -8826218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -8826241.000000 Penalty: 5341.335449
	Iteration 195Q: 3 clusters Score -8826241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -8826234.000000 Penalty: 5341.335449
	Iteration 196Q: 3 clusters Score -8826234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -8826255.000000 Penalty: 5341.335449
	Iteration 197Q: 3 clusters Score -8826255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -8826256.000000 Penalty: 5341.335449
	Iteration 198Q: 3 clusters Score -8826256 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -8826279.000000 Penalty: 5341.335449
	Iteration 199Q: 3 clusters Score -8826279 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -8826251.000000 Penalty: 5341.335449
	Iteration 200F: 3 clusters Score -8826251 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -8826260.000000 Penalty: 5341.335449
	Iteration 201Q: 3 clusters Score -8826260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -8826260.000000 Penalty: 5341.335449
	Iteration 202Q: 3 clusters Score -8826260 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -8826260.000000 Penalty: 5341.335449
	Iteration 203Q: 3 clusters Score -8826260 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -8826254.000000 Penalty: 5341.335449
	Iteration 204Q: 3 clusters Score -8826254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -8826253.000000 Penalty: 5341.335449
	Iteration 205Q: 3 clusters Score -8826253 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -8826240.000000 Penalty: 5341.335449
	Iteration 206Q: 3 clusters Score -8826240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -8826230.000000 Penalty: 5341.335449
	Iteration 207Q: 3 clusters Score -8826230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -8826242.000000 Penalty: 5341.335449
	Iteration 208Q: 3 clusters Score -8826242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -8826257.000000 Penalty: 5341.335449
	Iteration 209Q: 3 clusters Score -8826257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -8826256.000000 Penalty: 5341.335449
	Iteration 210Q: 3 clusters Score -8826256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -8826238.000000 Penalty: 5341.335449
	Iteration 211Q: 3 clusters Score -8826238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -8826251.000000 Penalty: 5341.335449
	Iteration 212Q: 3 clusters Score -8826251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -8826254.000000 Penalty: 5341.335449
	Iteration 213Q: 3 clusters Score -8826254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -8826267.000000 Penalty: 5341.335449
	Iteration 214Q: 3 clusters Score -8826267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -8826268.000000 Penalty: 5341.335449
	Iteration 215Q: 3 clusters Score -8826268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -8826252.000000 Penalty: 5341.335449
	Iteration 216Q: 3 clusters Score -8826252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -8826259.000000 Penalty: 5341.335449
	Iteration 217Q: 3 clusters Score -8826259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -8826256.000000 Penalty: 5341.335449
	Iteration 218Q: 3 clusters Score -8826256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -8826260.000000 Penalty: 5341.335449
	Iteration 219Q: 3 clusters Score -8826260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -8826248.000000 Penalty: 5341.335449
	Iteration 220F: 3 clusters Score -8826248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -8826259.000000 Penalty: 5341.335449
	Iteration 221Q: 3 clusters Score -8826259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -8826257.000000 Penalty: 5341.335449
	Iteration 222Q: 3 clusters Score -8826257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -8826269.000000 Penalty: 5341.335449
	Iteration 223Q: 3 clusters Score -8826269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -8826268.000000 Penalty: 5341.335449
	Iteration 224Q: 3 clusters Score -8826268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -8826264.000000 Penalty: 5341.335449
	Iteration 225Q: 3 clusters Score -8826264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -8826268.000000 Penalty: 5341.335449
	Iteration 226Q: 3 clusters Score -8826268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -8826258.000000 Penalty: 5341.335449
	Iteration 227Q: 3 clusters Score -8826258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -8826260.000000 Penalty: 5341.335449
	Iteration 228Q: 3 clusters Score -8826260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -8826254.000000 Penalty: 5341.335449
	Iteration 229Q: 3 clusters Score -8826254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -8826241.000000 Penalty: 5341.335449
	Iteration 230Q: 3 clusters Score -8826241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -8826243.000000 Penalty: 5341.335449
	Iteration 231Q: 3 clusters Score -8826243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -8826236.000000 Penalty: 5341.335449
	Iteration 232Q: 3 clusters Score -8826236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -8826225.000000 Penalty: 5341.335449
	Iteration 233Q: 3 clusters Score -8826225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -8826220.000000 Penalty: 5341.335449
	Iteration 234Q: 3 clusters Score -8826220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -8826228.000000 Penalty: 5341.335449
	Iteration 235Q: 3 clusters Score -8826228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -8826214.000000 Penalty: 5341.335449
	Iteration 236Q: 3 clusters Score -8826214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -8826218.000000 Penalty: 5341.335449
	Iteration 237Q: 3 clusters Score -8826218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -8826216.000000 Penalty: 5341.335449
	Iteration 238Q: 3 clusters Score -8826216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -8826219.000000 Penalty: 5341.335449
	Iteration 239Q: 3 clusters Score -8826219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -8826230.000000 Penalty: 5341.335449
	Iteration 240F: 3 clusters Score -8826230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -8826237.000000 Penalty: 5341.335449
	Iteration 241Q: 3 clusters Score -8826237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -8826241.000000 Penalty: 5341.335449
	Iteration 242Q: 3 clusters Score -8826241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -8826237.000000 Penalty: 5341.335449
	Iteration 243Q: 3 clusters Score -8826237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -8826239.000000 Penalty: 5341.335449
	Iteration 244Q: 3 clusters Score -8826239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -8826234.000000 Penalty: 5341.335449
	Iteration 245Q: 3 clusters Score -8826234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -8826234.000000 Penalty: 5341.335449
	Iteration 246F: 3 clusters Score -8826234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Entering Unmasked Estep 
Score: -2471834.500000 Penalty: 2355.075195
	Iteration 0F: 2 clusters Score -2471834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2462071.000000 Penalty: 4710.150391
	Iteration 0F: 3 clusters Score -2462071 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2465045.000000 Penalty: 4710.150391
	Iteration 1F: 3 clusters Score -2465045 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2465475.500000 Penalty: 4710.150391
	Iteration 2F: 3 clusters Score -2465476 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2465954.250000 Penalty: 4710.150391
	Iteration 3F: 3 clusters Score -2465954 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2466449.500000 Penalty: 4710.150391
	Iteration 4F: 3 clusters Score -2466450 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2466965.750000 Penalty: 4710.150391
	Iteration 5F: 3 clusters Score -2466966 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2467552.500000 Penalty: 4710.150391
	Iteration 6F: 3 clusters Score -2467552 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2468247.500000 Penalty: 4710.150391
	Iteration 7F: 3 clusters Score -2468248 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2469043.750000 Penalty: 4710.150391
	Iteration 8F: 3 clusters Score -2469044 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2469728.750000 Penalty: 4710.150391
	Iteration 9F: 3 clusters Score -2469729 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2470091.250000 Penalty: 4710.150391
	Iteration 10Q: 3 clusters Score -2470091 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2470232.250000 Penalty: 4710.150391
	Iteration 11Q: 3 clusters Score -2470232 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2470294.000000 Penalty: 4710.150391
	Iteration 12Q: 3 clusters Score -2470294 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2470330.250000 Penalty: 4710.150391
	Iteration 13Q: 3 clusters Score -2470330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2470341.500000 Penalty: 4710.150391
	Iteration 14Q: 3 clusters Score -2470342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2470355.500000 Penalty: 4710.150391
	Iteration 15Q: 3 clusters Score -2470356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2470363.500000 Penalty: 4710.150391
	Iteration 16Q: 3 clusters Score -2470364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2470373.500000 Penalty: 4710.150391
	Iteration 17Q: 3 clusters Score -2470374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2470378.500000 Penalty: 4710.150391
	Iteration 18Q: 3 clusters Score -2470378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2470379.250000 Penalty: 4710.150391
	Iteration 19Q: 3 clusters Score -2470379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2470384.500000 Penalty: 4710.150391
	Iteration 20F: 3 clusters Score -2470384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2470385.500000 Penalty: 4710.150391
	Iteration 21Q: 3 clusters Score -2470386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2470388.750000 Penalty: 4710.150391
	Iteration 22Q: 3 clusters Score -2470389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2470394.500000 Penalty: 4710.150391
	Iteration 23Q: 3 clusters Score -2470394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2470399.750000 Penalty: 4710.150391
	Iteration 24Q: 3 clusters Score -2470400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2470400.250000 Penalty: 4710.150391
	Iteration 25Q: 3 clusters Score -2470400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2470400.750000 Penalty: 4710.150391
	Iteration 26Q: 3 clusters Score -2470401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2470397.250000 Penalty: 4710.150391
	Iteration 27Q: 3 clusters Score -2470397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2470395.250000 Penalty: 4710.150391
	Iteration 28Q: 3 clusters Score -2470395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2470398.500000 Penalty: 4710.150391
	Iteration 29Q: 3 clusters Score -2470398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2470397.750000 Penalty: 4710.150391
	Iteration 30Q: 3 clusters Score -2470398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2470399.250000 Penalty: 4710.150391
	Iteration 31Q: 3 clusters Score -2470399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2470399.250000 Penalty: 4710.150391
	Iteration 32Q: 3 clusters Score -2470399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2470399.250000 Penalty: 4710.150391
	Iteration 33F: 3 clusters Score -2470399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -142578.078125 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -142578.1 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 396 members 
Entering Unmasked Estep 
Score: -140809.562500 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -140809.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -141238.859375 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -141238.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -141495.718750 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -141495.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141678.890625 Penalty: 3325.996826
	Iteration 3F: 3 clusters Score -141678.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -141786.375000 Penalty: 3325.996826
	Iteration 4F: 3 clusters Score -141786.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -141868.593750 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -141868.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -141948.812500 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -141948.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -141999.859375 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -141999.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142073.250000 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -142073.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -142118.484375 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -142118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142187.984375 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -142188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -142228.750000 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -142228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -142263.781250 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -142263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142304.375000 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -142304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142402.531250 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -142402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142442.750000 Penalty: 3325.996826
	Iteration 15Q: 3 clusters Score -142442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -142465.328125 Penalty: 3325.996826
	Iteration 16Q: 3 clusters Score -142465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -142475.593750 Penalty: 3325.996826
	Iteration 17Q: 3 clusters Score -142475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -142479.250000 Penalty: 3325.996826
	Iteration 18Q: 3 clusters Score -142479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -142480.281250 Penalty: 3325.996826
	Iteration 19Q: 3 clusters Score -142480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -142482.093750 Penalty: 3325.996826
	Iteration 20F: 3 clusters Score -142482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -142485.984375 Penalty: 3325.996826
	Iteration 21Q: 3 clusters Score -142486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -142485.984375 Penalty: 3325.996826
	Iteration 22F: 3 clusters Score -142486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -20293.675781 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -20293.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19280.785156 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -19280.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19516.226562 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -19516.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19650.080078 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -19650.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19727.710938 Penalty: 2774.976807
	Iteration 3F: 3 clusters Score -19727.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19765.041016 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -19765.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19767.259766 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -19767.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19767.259766 Penalty: 2774.976807
	Iteration 6F: 3 clusters Score -19767.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -93055.632812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -93055.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91438.671875 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91438.67 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91796.476562 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91796.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91963.617188 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -91963.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92083.437500 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -92083.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92190.281250 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -92190.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92262.375000 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -92262.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92314.523438 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -92314.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92333.398438 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -92333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92376.890625 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -92376.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -92412.992188 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -92412.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92459.234375 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -92459.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92524.195312 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -92524.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92574.921875 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -92574.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92626.882812 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -92626.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92669.484375 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -92669.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92701.171875 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -92701.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92734.632812 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -92734.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -92743.710938 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -92743.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92759.828125 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -92759.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92781.242188 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -92781.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92789.953125 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -92789.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92803.000000 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -92803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92803.000000 Penalty: 3220.151123
	Iteration 22F: 3 clusters Score -92803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -51192.710938 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -51192.71 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 239 members 
Entering Unmasked Estep 
Score: -49789.257812 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -49789.26 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50094.195312 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -50094.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50247.675781 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -50247.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50333.347656 Penalty: 3066.314209
	Iteration 3F: 3 clusters Score -50333.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50376.941406 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -50376.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50405.890625 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -50405.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50422.039062 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -50422.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50444.699219 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -50444.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50480.136719 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -50480.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50511.226562 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -50511.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50554.066406 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -50554.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50569.000000 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -50569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50612.175781 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -50612.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50626.558594 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -50626.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50636.976562 Penalty: 3066.314209
	Iteration 14Q: 3 clusters Score -50636.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50638.527344 Penalty: 3066.314209
	Iteration 15Q: 3 clusters Score -50638.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50639.074219 Penalty: 3066.314209
	Iteration 16Q: 3 clusters Score -50639.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50640.953125 Penalty: 3066.314209
	Iteration 17Q: 3 clusters Score -50640.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50650.410156 Penalty: 3066.314209
	Iteration 18Q: 3 clusters Score -50650.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50655.171875 Penalty: 3066.314209
	Iteration 19Q: 3 clusters Score -50655.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50661.765625 Penalty: 3066.314209
	Iteration 20F: 3 clusters Score -50661.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50671.078125 Penalty: 3066.314209
	Iteration 21Q: 3 clusters Score -50671.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50696.144531 Penalty: 3066.314209
	Iteration 22Q: 3 clusters Score -50696.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50720.535156 Penalty: 3066.314209
	Iteration 23Q: 3 clusters Score -50720.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50736.265625 Penalty: 3066.314209
	Iteration 24Q: 3 clusters Score -50736.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50736.265625 Penalty: 3066.314209
	Iteration 25F: 3 clusters Score -50736.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -87896.523438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -87896.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86352.343750 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -86352.34 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86707.554688 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -86707.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86850.546875 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -86850.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86913.562500 Penalty: 3229.825684
	Iteration 3Q: 3 clusters Score -86913.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86973.054688 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -86973.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -87006.593750 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -87006.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -87036.695312 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -87036.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87062.367188 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -87062.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87077.062500 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -87077.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87082.523438 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -87082.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87101.718750 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -87101.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87101.718750 Penalty: 3229.825684
	Iteration 11F: 3 clusters Score -87101.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5223 members 
Mstep: Class 3 contains 34265 members 
Mstep: Class 4 contains 41893 members 
Mstep: Class 5 contains 45916 members 
Mstep: Class 6 contains 40931 members 
Mstep: Class 7 contains 43244 members 
Mstep: Class 8 contains 47266 members 
Mstep: Class 9 contains 44170 members 
Mstep: Class 10 contains 46414 members 
Mstep: Class 11 contains 8207 members 
Mstep: Class 12 contains 46070 members 
Mstep: Class 13 contains 45662 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24323 members 
Mstep: Class 16 contains 43305 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47516 members 
Mstep: Class 19 contains 13310 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672904.000000 Penalty: 79037.695312
Iteration 279Q: 25 clusters Score -1.066729e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5223 members 
Mstep: Class 3 contains 34356 members 
Mstep: Class 4 contains 41895 members 
Mstep: Class 5 contains 45922 members 
Mstep: Class 6 contains 40930 members 
Mstep: Class 7 contains 43240 members 
Mstep: Class 8 contains 47360 members 
Mstep: Class 9 contains 44157 members 
Mstep: Class 10 contains 46426 members 
Mstep: Class 11 contains 8215 members 
Mstep: Class 12 contains 46085 members 
Mstep: Class 13 contains 45637 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24311 members 
Mstep: Class 16 contains 43281 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47502 members 
Mstep: Class 19 contains 13175 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672896.000000 Penalty: 79037.695312
Iteration 280F: 25 clusters Score -1.066729e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 34465 members 
Mstep: Class 4 contains 41881 members 
Mstep: Class 5 contains 45915 members 
Mstep: Class 6 contains 40942 members 
Mstep: Class 7 contains 43240 members 
Mstep: Class 8 contains 47404 members 
Mstep: Class 9 contains 44145 members 
Mstep: Class 10 contains 46448 members 
Mstep: Class 11 contains 8224 members 
Mstep: Class 12 contains 46104 members 
Mstep: Class 13 contains 45618 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24306 members 
Mstep: Class 16 contains 43273 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47475 members 
Mstep: Class 19 contains 13044 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672880.000000 Penalty: 79037.695312
Iteration 281Q: 25 clusters Score -1.066729e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5243 members 
Mstep: Class 3 contains 34556 members 
Mstep: Class 4 contains 41884 members 
Mstep: Class 5 contains 45914 members 
Mstep: Class 6 contains 40949 members 
Mstep: Class 7 contains 43206 members 
Mstep: Class 8 contains 47448 members 
Mstep: Class 9 contains 44145 members 
Mstep: Class 10 contains 46462 members 
Mstep: Class 11 contains 8232 members 
Mstep: Class 12 contains 46134 members 
Mstep: Class 13 contains 45593 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24295 members 
Mstep: Class 16 contains 43271 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47453 members 
Mstep: Class 19 contains 12930 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672808.000000 Penalty: 79037.695312
Iteration 282Q: 25 clusters Score -1.066728e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5246 members 
Mstep: Class 3 contains 34641 members 
Mstep: Class 4 contains 41870 members 
Mstep: Class 5 contains 45923 members 
Mstep: Class 6 contains 40967 members 
Mstep: Class 7 contains 43200 members 
Mstep: Class 8 contains 47411 members 
Mstep: Class 9 contains 44165 members 
Mstep: Class 10 contains 46490 members 
Mstep: Class 11 contains 8232 members 
Mstep: Class 12 contains 46150 members 
Mstep: Class 13 contains 45565 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24301 members 
Mstep: Class 16 contains 43305 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47447 members 
Mstep: Class 19 contains 12802 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672752.000000 Penalty: 79037.695312
Iteration 283Q: 25 clusters Score -1.066728e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5252 members 
Mstep: Class 3 contains 34718 members 
Mstep: Class 4 contains 41865 members 
Mstep: Class 5 contains 45929 members 
Mstep: Class 6 contains 41008 members 
Mstep: Class 7 contains 43198 members 
Mstep: Class 8 contains 47384 members 
Mstep: Class 9 contains 44179 members 
Mstep: Class 10 contains 46528 members 
Mstep: Class 11 contains 8231 members 
Mstep: Class 12 contains 46147 members 
Mstep: Class 13 contains 45555 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24308 members 
Mstep: Class 16 contains 43324 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47440 members 
Mstep: Class 19 contains 12650 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672784.000000 Penalty: 79037.695312
Iteration 284Q: 25 clusters Score -1.066728e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5256 members 
Mstep: Class 3 contains 34772 members 
Mstep: Class 4 contains 41873 members 
Mstep: Class 5 contains 45930 members 
Mstep: Class 6 contains 41060 members 
Mstep: Class 7 contains 43198 members 
Mstep: Class 8 contains 47372 members 
Mstep: Class 9 contains 44189 members 
Mstep: Class 10 contains 46531 members 
Mstep: Class 11 contains 8229 members 
Mstep: Class 12 contains 46148 members 
Mstep: Class 13 contains 45541 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24305 members 
Mstep: Class 16 contains 43353 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47456 members 
Mstep: Class 19 contains 12503 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672672.000000 Penalty: 79037.695312
Iteration 285Q: 25 clusters Score -1.066727e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5262 members 
Mstep: Class 3 contains 34810 members 
Mstep: Class 4 contains 41888 members 
Mstep: Class 5 contains 45925 members 
Mstep: Class 6 contains 41105 members 
Mstep: Class 7 contains 43194 members 
Mstep: Class 8 contains 47349 members 
Mstep: Class 9 contains 44195 members 
Mstep: Class 10 contains 46535 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 46139 members 
Mstep: Class 13 contains 45558 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 24296 members 
Mstep: Class 16 contains 43397 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47446 members 
Mstep: Class 19 contains 12383 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672744.000000 Penalty: 79037.695312
Iteration 286Q: 25 clusters Score -1.066727e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 34875 members 
Mstep: Class 4 contains 41892 members 
Mstep: Class 5 contains 45890 members 
Mstep: Class 6 contains 41133 members 
Mstep: Class 7 contains 43215 members 
Mstep: Class 8 contains 47354 members 
Mstep: Class 9 contains 44196 members 
Mstep: Class 10 contains 46513 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 46140 members 
Mstep: Class 13 contains 45567 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24287 members 
Mstep: Class 16 contains 43438 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 12253 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672744.000000 Penalty: 79037.695312
Iteration 287Q: 25 clusters Score -1.066727e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5265 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 41891 members 
Mstep: Class 5 contains 45868 members 
Mstep: Class 6 contains 41151 members 
Mstep: Class 7 contains 43206 members 
Mstep: Class 8 contains 47366 members 
Mstep: Class 9 contains 44192 members 
Mstep: Class 10 contains 46514 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 46153 members 
Mstep: Class 13 contains 45575 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24280 members 
Mstep: Class 16 contains 43494 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47501 members 
Mstep: Class 19 contains 12096 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672632.000000 Penalty: 79037.695312
Iteration 288Q: 25 clusters Score -1.066726e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5270 members 
Mstep: Class 3 contains 34953 members 
Mstep: Class 4 contains 41909 members 
Mstep: Class 5 contains 45864 members 
Mstep: Class 6 contains 41177 members 
Mstep: Class 7 contains 43243 members 
Mstep: Class 8 contains 47389 members 
Mstep: Class 9 contains 44186 members 
Mstep: Class 10 contains 46496 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 46137 members 
Mstep: Class 13 contains 45554 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24272 members 
Mstep: Class 16 contains 43555 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47503 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672368.000000 Penalty: 79037.695312
Iteration 289Q: 25 clusters Score -1.066724e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5271 members 
Mstep: Class 3 contains 35017 members 
Mstep: Class 4 contains 41917 members 
Mstep: Class 5 contains 45851 members 
Mstep: Class 6 contains 41198 members 
Mstep: Class 7 contains 43265 members 
Mstep: Class 8 contains 47441 members 
Mstep: Class 9 contains 44177 members 
Mstep: Class 10 contains 46447 members 
Mstep: Class 11 contains 8249 members 
Mstep: Class 12 contains 46113 members 
Mstep: Class 13 contains 45571 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24270 members 
Mstep: Class 16 contains 43586 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47501 members 
Mstep: Class 19 contains 11840 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672768.000000 Penalty: 79037.695312
Iteration 290Q: 25 clusters Score -1.066728e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 35078 members 
Mstep: Class 4 contains 41922 members 
Mstep: Class 5 contains 45832 members 
Mstep: Class 6 contains 41213 members 
Mstep: Class 7 contains 43265 members 
Mstep: Class 8 contains 47498 members 
Mstep: Class 9 contains 44158 members 
Mstep: Class 10 contains 46413 members 
Mstep: Class 11 contains 8253 members 
Mstep: Class 12 contains 46077 members 
Mstep: Class 13 contains 45568 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24272 members 
Mstep: Class 16 contains 43645 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47530 members 
Mstep: Class 19 contains 11714 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672768.000000 Penalty: 79037.695312
Iteration 291Q: 25 clusters Score -1.066728e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5287 members 
Mstep: Class 3 contains 35139 members 
Mstep: Class 4 contains 41931 members 
Mstep: Class 5 contains 45831 members 
Mstep: Class 6 contains 41239 members 
Mstep: Class 7 contains 43262 members 
Mstep: Class 8 contains 47567 members 
Mstep: Class 9 contains 44136 members 
Mstep: Class 10 contains 46402 members 
Mstep: Class 11 contains 8250 members 
Mstep: Class 12 contains 46041 members 
Mstep: Class 13 contains 45532 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24273 members 
Mstep: Class 16 contains 43706 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47528 members 
Mstep: Class 19 contains 11591 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673040.000000 Penalty: 79037.695312
Iteration 292Q: 25 clusters Score -1.06673e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5289 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 41942 members 
Mstep: Class 5 contains 45822 members 
Mstep: Class 6 contains 41268 members 
Mstep: Class 7 contains 43240 members 
Mstep: Class 8 contains 47616 members 
Mstep: Class 9 contains 44143 members 
Mstep: Class 10 contains 46386 members 
Mstep: Class 11 contains 8253 members 
Mstep: Class 12 contains 46009 members 
Mstep: Class 13 contains 45522 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24262 members 
Mstep: Class 16 contains 43765 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47527 members 
Mstep: Class 19 contains 11469 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672616.000000 Penalty: 79037.695312
Iteration 293Q: 25 clusters Score -1.066726e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 35252 members 
Mstep: Class 4 contains 41953 members 
Mstep: Class 5 contains 45817 members 
Mstep: Class 6 contains 41301 members 
Mstep: Class 7 contains 43212 members 
Mstep: Class 8 contains 47625 members 
Mstep: Class 9 contains 44152 members 
Mstep: Class 10 contains 46373 members 
Mstep: Class 11 contains 8251 members 
Mstep: Class 12 contains 45991 members 
Mstep: Class 13 contains 45457 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24266 members 
Mstep: Class 16 contains 43884 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47511 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672792.000000 Penalty: 79037.695312
Iteration 294Q: 25 clusters Score -1.066728e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5311 members 
Mstep: Class 3 contains 35294 members 
Mstep: Class 4 contains 41953 members 
Mstep: Class 5 contains 45807 members 
Mstep: Class 6 contains 41324 members 
Mstep: Class 7 contains 43213 members 
Mstep: Class 8 contains 47735 members 
Mstep: Class 9 contains 44147 members 
Mstep: Class 10 contains 46368 members 
Mstep: Class 11 contains 8249 members 
Mstep: Class 12 contains 45956 members 
Mstep: Class 13 contains 45416 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24261 members 
Mstep: Class 16 contains 43944 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47470 members 
Mstep: Class 19 contains 11267 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672928.000000 Penalty: 79037.695312
Iteration 295Q: 25 clusters Score -1.066729e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 35335 members 
Mstep: Class 4 contains 41952 members 
Mstep: Class 5 contains 45773 members 
Mstep: Class 6 contains 41362 members 
Mstep: Class 7 contains 43203 members 
Mstep: Class 8 contains 47817 members 
Mstep: Class 9 contains 44142 members 
Mstep: Class 10 contains 46388 members 
Mstep: Class 11 contains 8253 members 
Mstep: Class 12 contains 45930 members 
Mstep: Class 13 contains 45393 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24254 members 
Mstep: Class 16 contains 43998 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47418 members 
Mstep: Class 19 contains 11176 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673016.000000 Penalty: 79037.695312
Iteration 296Q: 25 clusters Score -1.06673e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 35360 members 
Mstep: Class 4 contains 41955 members 
Mstep: Class 5 contains 45751 members 
Mstep: Class 6 contains 41379 members 
Mstep: Class 7 contains 43229 members 
Mstep: Class 8 contains 47846 members 
Mstep: Class 9 contains 44143 members 
Mstep: Class 10 contains 46445 members 
Mstep: Class 11 contains 8260 members 
Mstep: Class 12 contains 45890 members 
Mstep: Class 13 contains 45346 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24245 members 
Mstep: Class 16 contains 44080 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47366 members 
Mstep: Class 19 contains 11088 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673216.000000 Penalty: 79037.695312
Iteration 297Q: 25 clusters Score -1.066732e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5327 members 
Mstep: Class 3 contains 35398 members 
Mstep: Class 4 contains 41970 members 
Mstep: Class 5 contains 45732 members 
Mstep: Class 6 contains 41387 members 
Mstep: Class 7 contains 43230 members 
Mstep: Class 8 contains 47847 members 
Mstep: Class 9 contains 44141 members 
Mstep: Class 10 contains 46481 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 45854 members 
Mstep: Class 13 contains 45341 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24237 members 
Mstep: Class 16 contains 44164 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47324 members 
Mstep: Class 19 contains 11018 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673384.000000 Penalty: 79037.695312
Iteration 298Q: 25 clusters Score -1.066734e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5323 members 
Mstep: Class 3 contains 35441 members 
Mstep: Class 4 contains 41989 members 
Mstep: Class 5 contains 45715 members 
Mstep: Class 6 contains 41401 members 
Mstep: Class 7 contains 43264 members 
Mstep: Class 8 contains 47873 members 
Mstep: Class 9 contains 44134 members 
Mstep: Class 10 contains 46509 members 
Mstep: Class 11 contains 8265 members 
Mstep: Class 12 contains 45789 members 
Mstep: Class 13 contains 45315 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24237 members 
Mstep: Class 16 contains 44227 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47275 members 
Mstep: Class 19 contains 10959 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673344.000000 Penalty: 79037.695312
Iteration 299Q: 25 clusters Score -1.066733e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 35480 members 
Mstep: Class 4 contains 42009 members 
Mstep: Class 5 contains 45650 members 
Mstep: Class 6 contains 41427 members 
Mstep: Class 7 contains 43294 members 
Mstep: Class 8 contains 47900 members 
Mstep: Class 9 contains 44128 members 
Mstep: Class 10 contains 46514 members 
Mstep: Class 11 contains 8268 members 
Mstep: Class 12 contains 45740 members 
Mstep: Class 13 contains 45293 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24234 members 
Mstep: Class 16 contains 44306 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47257 members 
Mstep: Class 19 contains 10895 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673584.000000 Penalty: 79037.695312
Iteration 300F: 25 clusters Score -1.066736e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5318 members 
Mstep: Class 3 contains 35527 members 
Mstep: Class 4 contains 42025 members 
Mstep: Class 5 contains 45584 members 
Mstep: Class 6 contains 41467 members 
Mstep: Class 7 contains 43322 members 
Mstep: Class 8 contains 47900 members 
Mstep: Class 9 contains 44104 members 
Mstep: Class 10 contains 46533 members 
Mstep: Class 11 contains 8270 members 
Mstep: Class 12 contains 45692 members 
Mstep: Class 13 contains 45310 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24243 members 
Mstep: Class 16 contains 44345 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47270 members 
Mstep: Class 19 contains 10808 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673808.000000 Penalty: 79037.695312
Iteration 301Q: 25 clusters Score -1.066738e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5317 members 
Mstep: Class 3 contains 35576 members 
Mstep: Class 4 contains 42040 members 
Mstep: Class 5 contains 45538 members 
Mstep: Class 6 contains 41503 members 
Mstep: Class 7 contains 43341 members 
Mstep: Class 8 contains 47921 members 
Mstep: Class 9 contains 44101 members 
Mstep: Class 10 contains 46555 members 
Mstep: Class 11 contains 8276 members 
Mstep: Class 12 contains 45652 members 
Mstep: Class 13 contains 45305 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24243 members 
Mstep: Class 16 contains 44357 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47258 members 
Mstep: Class 19 contains 10735 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674112.000000 Penalty: 79037.695312
Iteration 302Q: 25 clusters Score -1.066741e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5317 members 
Mstep: Class 3 contains 35633 members 
Mstep: Class 4 contains 42057 members 
Mstep: Class 5 contains 45498 members 
Mstep: Class 6 contains 41549 members 
Mstep: Class 7 contains 43327 members 
Mstep: Class 8 contains 47913 members 
Mstep: Class 9 contains 44083 members 
Mstep: Class 10 contains 46589 members 
Mstep: Class 11 contains 8276 members 
Mstep: Class 12 contains 45628 members 
Mstep: Class 13 contains 45343 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24246 members 
Mstep: Class 16 contains 44340 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47262 members 
Mstep: Class 19 contains 10656 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673992.000000 Penalty: 79037.695312
Iteration 303Q: 25 clusters Score -1.06674e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 35679 members 
Mstep: Class 4 contains 42067 members 
Mstep: Class 5 contains 45479 members 
Mstep: Class 6 contains 41624 members 
Mstep: Class 7 contains 43324 members 
Mstep: Class 8 contains 47902 members 
Mstep: Class 9 contains 44080 members 
Mstep: Class 10 contains 46597 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 45596 members 
Mstep: Class 13 contains 45368 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24249 members 
Mstep: Class 16 contains 44319 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47264 members 
Mstep: Class 19 contains 10572 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673944.000000 Penalty: 79037.695312
Iteration 304Q: 25 clusters Score -1.066739e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5320 members 
Mstep: Class 3 contains 35717 members 
Mstep: Class 4 contains 42074 members 
Mstep: Class 5 contains 45477 members 
Mstep: Class 6 contains 41671 members 
Mstep: Class 7 contains 43366 members 
Mstep: Class 8 contains 47871 members 
Mstep: Class 9 contains 44082 members 
Mstep: Class 10 contains 46608 members 
Mstep: Class 11 contains 8283 members 
Mstep: Class 12 contains 45586 members 
Mstep: Class 13 contains 45396 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24240 members 
Mstep: Class 16 contains 44286 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47252 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673784.000000 Penalty: 79037.695312
Iteration 305Q: 25 clusters Score -1.066738e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5325 members 
Mstep: Class 3 contains 35764 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 45461 members 
Mstep: Class 6 contains 41738 members 
Mstep: Class 7 contains 43392 members 
Mstep: Class 8 contains 47811 members 
Mstep: Class 9 contains 44056 members 
Mstep: Class 10 contains 46604 members 
Mstep: Class 11 contains 8279 members 
Mstep: Class 12 contains 45593 members 
Mstep: Class 13 contains 45433 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24245 members 
Mstep: Class 16 contains 44284 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47232 members 
Mstep: Class 19 contains 10408 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673984.000000 Penalty: 79037.695312
Iteration 306Q: 25 clusters Score -1.06674e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 35802 members 
Mstep: Class 4 contains 42102 members 
Mstep: Class 5 contains 45442 members 
Mstep: Class 6 contains 41805 members 
Mstep: Class 7 contains 43401 members 
Mstep: Class 8 contains 47773 members 
Mstep: Class 9 contains 44032 members 
Mstep: Class 10 contains 46585 members 
Mstep: Class 11 contains 8284 members 
Mstep: Class 12 contains 45637 members 
Mstep: Class 13 contains 45454 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24242 members 
Mstep: Class 16 contains 44272 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47224 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673840.000000 Penalty: 79037.695312
Iteration 307Q: 25 clusters Score -1.066738e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 35866 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 45442 members 
Mstep: Class 6 contains 41850 members 
Mstep: Class 7 contains 43409 members 
Mstep: Class 8 contains 47714 members 
Mstep: Class 9 contains 44022 members 
Mstep: Class 10 contains 46584 members 
Mstep: Class 11 contains 8283 members 
Mstep: Class 12 contains 45661 members 
Mstep: Class 13 contains 45477 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24229 members 
Mstep: Class 16 contains 44290 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47195 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674256.000000 Penalty: 79037.695312
Iteration 308Q: 25 clusters Score -1.066743e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 35912 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 45429 members 
Mstep: Class 6 contains 41920 members 
Mstep: Class 7 contains 43419 members 
Mstep: Class 8 contains 47665 members 
Mstep: Class 9 contains 44031 members 
Mstep: Class 10 contains 46554 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 45641 members 
Mstep: Class 13 contains 45509 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24221 members 
Mstep: Class 16 contains 44326 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47171 members 
Mstep: Class 19 contains 10171 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674032.000000 Penalty: 79037.695312
Iteration 309Q: 25 clusters Score -1.06674e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5380 members 
Mstep: Class 3 contains 35957 members 
Mstep: Class 4 contains 42111 members 
Mstep: Class 5 contains 45418 members 
Mstep: Class 6 contains 41983 members 
Mstep: Class 7 contains 43429 members 
Mstep: Class 8 contains 47630 members 
Mstep: Class 9 contains 44021 members 
Mstep: Class 10 contains 46523 members 
Mstep: Class 11 contains 8293 members 
Mstep: Class 12 contains 45631 members 
Mstep: Class 13 contains 45514 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24214 members 
Mstep: Class 16 contains 44348 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47153 members 
Mstep: Class 19 contains 10110 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674088.000000 Penalty: 79037.695312
Iteration 310Q: 25 clusters Score -1.066741e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5380 members 
Mstep: Class 3 contains 36008 members 
Mstep: Class 4 contains 42117 members 
Mstep: Class 5 contains 45418 members 
Mstep: Class 6 contains 42027 members 
Mstep: Class 7 contains 43422 members 
Mstep: Class 8 contains 47563 members 
Mstep: Class 9 contains 43997 members 
Mstep: Class 10 contains 46488 members 
Mstep: Class 11 contains 8298 members 
Mstep: Class 12 contains 45652 members 
Mstep: Class 13 contains 45540 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24211 members 
Mstep: Class 16 contains 44396 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47129 members 
Mstep: Class 19 contains 10068 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673984.000000 Penalty: 79037.695312
Iteration 311Q: 25 clusters Score -1.06674e+08 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5387 members 
Mstep: Class 3 contains 36057 members 
Mstep: Class 4 contains 42127 members 
Mstep: Class 5 contains 45432 members 
Mstep: Class 6 contains 42075 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 47499 members 
Mstep: Class 9 contains 43980 members 
Mstep: Class 10 contains 46436 members 
Mstep: Class 11 contains 8302 members 
Mstep: Class 12 contains 45670 members 
Mstep: Class 13 contains 45554 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24208 members 
Mstep: Class 16 contains 44424 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673912.000000 Penalty: 79037.695312
Iteration 312Q: 25 clusters Score -1.066739e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 36121 members 
Mstep: Class 4 contains 42140 members 
Mstep: Class 5 contains 45422 members 
Mstep: Class 6 contains 42123 members 
Mstep: Class 7 contains 43479 members 
Mstep: Class 8 contains 47429 members 
Mstep: Class 9 contains 43960 members 
Mstep: Class 10 contains 46381 members 
Mstep: Class 11 contains 8306 members 
Mstep: Class 12 contains 45723 members 
Mstep: Class 13 contains 45550 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24201 members 
Mstep: Class 16 contains 44448 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47061 members 
Mstep: Class 19 contains 9978 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673848.000000 Penalty: 79037.695312
Iteration 313Q: 25 clusters Score -1.066738e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 36179 members 
Mstep: Class 4 contains 42138 members 
Mstep: Class 5 contains 45401 members 
Mstep: Class 6 contains 42214 members 
Mstep: Class 7 contains 43484 members 
Mstep: Class 8 contains 47390 members 
Mstep: Class 9 contains 43931 members 
Mstep: Class 10 contains 46329 members 
Mstep: Class 11 contains 8315 members 
Mstep: Class 12 contains 45771 members 
Mstep: Class 13 contains 45570 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24190 members 
Mstep: Class 16 contains 44441 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47030 members 
Mstep: Class 19 contains 9932 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673600.000000 Penalty: 79037.695312
Iteration 314Q: 25 clusters Score -1.066736e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 36232 members 
Mstep: Class 4 contains 42150 members 
Mstep: Class 5 contains 45368 members 
Mstep: Class 6 contains 42332 members 
Mstep: Class 7 contains 43471 members 
Mstep: Class 8 contains 47341 members 
Mstep: Class 9 contains 43922 members 
Mstep: Class 10 contains 46254 members 
Mstep: Class 11 contains 8317 members 
Mstep: Class 12 contains 45818 members 
Mstep: Class 13 contains 45602 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24183 members 
Mstep: Class 16 contains 44420 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47021 members 
Mstep: Class 19 contains 9882 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673440.000000 Penalty: 79037.695312
Iteration 315Q: 25 clusters Score -1.066734e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 36296 members 
Mstep: Class 4 contains 42152 members 
Mstep: Class 5 contains 45344 members 
Mstep: Class 6 contains 42463 members 
Mstep: Class 7 contains 43446 members 
Mstep: Class 8 contains 47325 members 
Mstep: Class 9 contains 43905 members 
Mstep: Class 10 contains 46165 members 
Mstep: Class 11 contains 8316 members 
Mstep: Class 12 contains 45858 members 
Mstep: Class 13 contains 45621 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24181 members 
Mstep: Class 16 contains 44391 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47009 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673344.000000 Penalty: 79037.695312
Iteration 316Q: 25 clusters Score -1.066733e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5419 members 
Mstep: Class 3 contains 36365 members 
Mstep: Class 4 contains 42159 members 
Mstep: Class 5 contains 45322 members 
Mstep: Class 6 contains 42550 members 
Mstep: Class 7 contains 43411 members 
Mstep: Class 8 contains 47338 members 
Mstep: Class 9 contains 43883 members 
Mstep: Class 10 contains 46117 members 
Mstep: Class 11 contains 8314 members 
Mstep: Class 12 contains 45904 members 
Mstep: Class 13 contains 45671 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24180 members 
Mstep: Class 16 contains 44357 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46958 members 
Mstep: Class 19 contains 9766 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673232.000000 Penalty: 79037.695312
Iteration 317Q: 25 clusters Score -1.066732e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5425 members 
Mstep: Class 3 contains 36422 members 
Mstep: Class 4 contains 42152 members 
Mstep: Class 5 contains 45296 members 
Mstep: Class 6 contains 42641 members 
Mstep: Class 7 contains 43399 members 
Mstep: Class 8 contains 47337 members 
Mstep: Class 9 contains 43865 members 
Mstep: Class 10 contains 46063 members 
Mstep: Class 11 contains 8316 members 
Mstep: Class 12 contains 45962 members 
Mstep: Class 13 contains 45693 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24175 members 
Mstep: Class 16 contains 44333 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46940 members 
Mstep: Class 19 contains 9696 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673248.000000 Penalty: 79037.695312
Iteration 318Q: 25 clusters Score -1.066732e+08 nChanged 1546
Entering ConstructFrom: 
Score: -106673248.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -405617.593750 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -405617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -402740.187500 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -402740.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -403383.156250 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -403383.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -403719.875000 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -403719.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -404115.093750 Penalty: 3854.030762
	Iteration 3F: 3 clusters Score -404115.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -404547.750000 Penalty: 3854.030762
	Iteration 4F: 3 clusters Score -404547.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -404949.312500 Penalty: 3854.030762
	Iteration 5F: 3 clusters Score -404949.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -405225.312500 Penalty: 3854.030762
	Iteration 6F: 3 clusters Score -405225.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -405358.812500 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -405358.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -405420.218750 Penalty: 3854.030762
	Iteration 8Q: 3 clusters Score -405420.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -405472.968750 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -405473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -405509.312500 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -405509.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -405527.031250 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -405527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -405552.500000 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -405552.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -405567.875000 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -405567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -405578.718750 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -405578.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -405591.531250 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -405591.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -405599.187500 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -405599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -405606.843750 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -405606.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -405615.968750 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -405616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -405623.375000 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -405623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -405628.562500 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -405628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -405632.750000 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -405632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -405632.125000 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -405632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -405635.437500 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -405635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -405635.781250 Penalty: 3854.030762
	Iteration 24Q: 3 clusters Score -405635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -405635.781250 Penalty: 3854.030762
	Iteration 25F: 3 clusters Score -405635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 36469 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 45292 members 
Mstep: Class 6 contains 42749 members 
Mstep: Class 7 contains 43411 members 
Mstep: Class 8 contains 47312 members 
Mstep: Class 9 contains 43853 members 
Mstep: Class 10 contains 46034 members 
Mstep: Class 11 contains 8318 members 
Mstep: Class 12 contains 45945 members 
Mstep: Class 13 contains 45701 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24171 members 
Mstep: Class 16 contains 44307 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46914 members 
Mstep: Class 19 contains 9639 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 1792 members 
Entering Unmasked Estep 
Score: -106671784.000000 Penalty: 82330.929688
Splitting cluster 1 changes total score from -106673248.000000 to -106671784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Entering Unmasked Estep 
Score: -1002832.750000 Penalty: 2133.362793
	Iteration 0F: 2 clusters Score -1002833 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 2768 members 
Entering Unmasked Estep 
Score: -998051.125000 Penalty: 4266.725586
	Iteration 0F: 3 clusters Score -998051.1 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -999194.312500 Penalty: 4266.725586
	Iteration 1F: 3 clusters Score -999194.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -999410.500000 Penalty: 4266.725586
	Iteration 2F: 3 clusters Score -999410.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -999573.312500 Penalty: 4266.725586
	Iteration 3Q: 3 clusters Score -999573.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -999691.937500 Penalty: 4266.725586
	Iteration 4Q: 3 clusters Score -999691.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -999781.500000 Penalty: 4266.725586
	Iteration 5Q: 3 clusters Score -999781.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -999849.875000 Penalty: 4266.725586
	Iteration 6Q: 3 clusters Score -999849.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -999904.812500 Penalty: 4266.725586
	Iteration 7Q: 3 clusters Score -999904.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -999962.625000 Penalty: 4266.725586
	Iteration 8Q: 3 clusters Score -999962.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1000013.875000 Penalty: 4266.725586
	Iteration 9Q: 3 clusters Score -1000014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1000066.062500 Penalty: 4266.725586
	Iteration 10Q: 3 clusters Score -1000066 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1000129.125000 Penalty: 4266.725586
	Iteration 11Q: 3 clusters Score -1000129 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1000198.187500 Penalty: 4266.725586
	Iteration 12Q: 3 clusters Score -1000198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1000252.312500 Penalty: 4266.725586
	Iteration 13Q: 3 clusters Score -1000252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1000302.437500 Penalty: 4266.725586
	Iteration 14Q: 3 clusters Score -1000302 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1000346.750000 Penalty: 4266.725586
	Iteration 15Q: 3 clusters Score -1000347 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1000386.562500 Penalty: 4266.725586
	Iteration 16Q: 3 clusters Score -1000387 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1000427.812500 Penalty: 4266.725586
	Iteration 17Q: 3 clusters Score -1000428 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1000468.500000 Penalty: 4266.725586
	Iteration 18Q: 3 clusters Score -1000468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1000505.625000 Penalty: 4266.725586
	Iteration 19Q: 3 clusters Score -1000506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1000541.375000 Penalty: 4266.725586
	Iteration 20F: 3 clusters Score -1000541 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1000579.250000 Penalty: 4266.725586
	Iteration 21Q: 3 clusters Score -1000579 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1000627.125000 Penalty: 4266.725586
	Iteration 22Q: 3 clusters Score -1000627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1000659.000000 Penalty: 4266.725586
	Iteration 23Q: 3 clusters Score -1000659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1000692.875000 Penalty: 4266.725586
	Iteration 24Q: 3 clusters Score -1000693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1000727.875000 Penalty: 4266.725586
	Iteration 25Q: 3 clusters Score -1000728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1000754.312500 Penalty: 4266.725586
	Iteration 26Q: 3 clusters Score -1000754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1000779.312500 Penalty: 4266.725586
	Iteration 27Q: 3 clusters Score -1000779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1000801.062500 Penalty: 4266.725586
	Iteration 28Q: 3 clusters Score -1000801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1000825.125000 Penalty: 4266.725586
	Iteration 29Q: 3 clusters Score -1000825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1000848.500000 Penalty: 4266.725586
	Iteration 30Q: 3 clusters Score -1000848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1000864.875000 Penalty: 4266.725586
	Iteration 31Q: 3 clusters Score -1000865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1000871.625000 Penalty: 4266.725586
	Iteration 32Q: 3 clusters Score -1000872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1000883.625000 Penalty: 4266.725586
	Iteration 33Q: 3 clusters Score -1000884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1000891.625000 Penalty: 4266.725586
	Iteration 34Q: 3 clusters Score -1000892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1000898.375000 Penalty: 4266.725586
	Iteration 35Q: 3 clusters Score -1000898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1000901.562500 Penalty: 4266.725586
	Iteration 36Q: 3 clusters Score -1000902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1000905.500000 Penalty: 4266.725586
	Iteration 37Q: 3 clusters Score -1000906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1000911.625000 Penalty: 4266.725586
	Iteration 38Q: 3 clusters Score -1000912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1000914.375000 Penalty: 4266.725586
	Iteration 39Q: 3 clusters Score -1000914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1000914.937500 Penalty: 4266.725586
	Iteration 40F: 3 clusters Score -1000915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1000915.250000 Penalty: 4266.725586
	Iteration 41Q: 3 clusters Score -1000915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1000915.250000 Penalty: 4266.725586
	Iteration 42F: 3 clusters Score -1000915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Entering Unmasked Estep 
Score: -6744557.500000 Penalty: 2605.046143
	Iteration 0F: 2 clusters Score -6744558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -6720009.500000 Penalty: 5210.092285
	Iteration 0F: 3 clusters Score -6720010 nChanged 16600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -6729041.000000 Penalty: 5210.092285
	Iteration 1F: 3 clusters Score -6729041 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -6729501.500000 Penalty: 5210.092285
	Iteration 2Q: 3 clusters Score -6729502 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -6729952.500000 Penalty: 5210.092285
	Iteration 3Q: 3 clusters Score -6729952 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -6730425.500000 Penalty: 5210.092285
	Iteration 4Q: 3 clusters Score -6730426 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -6731014.000000 Penalty: 5210.092285
	Iteration 5Q: 3 clusters Score -6731014 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -6731888.500000 Penalty: 5210.092285
	Iteration 6Q: 3 clusters Score -6731888 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -6733037.500000 Penalty: 5210.092285
	Iteration 7F: 3 clusters Score -6733038 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -6734484.500000 Penalty: 5210.092285
	Iteration 8F: 3 clusters Score -6734484 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -6736120.500000 Penalty: 5210.092285
	Iteration 9F: 3 clusters Score -6736120 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -6738016.000000 Penalty: 5210.092285
	Iteration 10F: 3 clusters Score -6738016 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -6739563.000000 Penalty: 5210.092285
	Iteration 11F: 3 clusters Score -6739563 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6740649.000000 Penalty: 5210.092285
	Iteration 12Q: 3 clusters Score -6740649 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6741349.500000 Penalty: 5210.092285
	Iteration 13Q: 3 clusters Score -6741350 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6741755.500000 Penalty: 5210.092285
	Iteration 14Q: 3 clusters Score -6741756 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6741958.000000 Penalty: 5210.092285
	Iteration 15Q: 3 clusters Score -6741958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6742063.500000 Penalty: 5210.092285
	Iteration 16Q: 3 clusters Score -6742064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6742136.000000 Penalty: 5210.092285
	Iteration 17Q: 3 clusters Score -6742136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6742183.500000 Penalty: 5210.092285
	Iteration 18Q: 3 clusters Score -6742184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6742208.000000 Penalty: 5210.092285
	Iteration 19Q: 3 clusters Score -6742208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6742225.500000 Penalty: 5210.092285
	Iteration 20F: 3 clusters Score -6742226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6742241.500000 Penalty: 5210.092285
	Iteration 21Q: 3 clusters Score -6742242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6742247.500000 Penalty: 5210.092285
	Iteration 22Q: 3 clusters Score -6742248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6742256.500000 Penalty: 5210.092285
	Iteration 23Q: 3 clusters Score -6742256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6742268.000000 Penalty: 5210.092285
	Iteration 24Q: 3 clusters Score -6742268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6742273.500000 Penalty: 5210.092285
	Iteration 25Q: 3 clusters Score -6742274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6742286.500000 Penalty: 5210.092285
	Iteration 26Q: 3 clusters Score -6742286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6742297.500000 Penalty: 5210.092285
	Iteration 27Q: 3 clusters Score -6742298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6742309.500000 Penalty: 5210.092285
	Iteration 28Q: 3 clusters Score -6742310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6742314.500000 Penalty: 5210.092285
	Iteration 29Q: 3 clusters Score -6742314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6742320.500000 Penalty: 5210.092285
	Iteration 30Q: 3 clusters Score -6742320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6742315.000000 Penalty: 5210.092285
	Iteration 31Q: 3 clusters Score -6742315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6742318.000000 Penalty: 5210.092285
	Iteration 32Q: 3 clusters Score -6742318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6742326.000000 Penalty: 5210.092285
	Iteration 33Q: 3 clusters Score -6742326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6742333.000000 Penalty: 5210.092285
	Iteration 34Q: 3 clusters Score -6742333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6742326.500000 Penalty: 5210.092285
	Iteration 35Q: 3 clusters Score -6742326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6742326.500000 Penalty: 5210.092285
	Iteration 36F: 3 clusters Score -6742326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Entering Unmasked Estep 
Score: -7751395.000000 Penalty: 2640.984863
	Iteration 0F: 2 clusters Score -7751395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -7723167.500000 Penalty: 5281.969727
	Iteration 0F: 3 clusters Score -7723168 nChanged 19213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -7733762.000000 Penalty: 5281.969727
	Iteration 1F: 3 clusters Score -7733762 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -7734174.000000 Penalty: 5281.969727
	Iteration 2Q: 3 clusters Score -7734174 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -7734480.500000 Penalty: 5281.969727
	Iteration 3Q: 3 clusters Score -7734480 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -7734729.000000 Penalty: 5281.969727
	Iteration 4Q: 3 clusters Score -7734729 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -7734959.000000 Penalty: 5281.969727
	Iteration 5Q: 3 clusters Score -7734959 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -7735177.500000 Penalty: 5281.969727
	Iteration 6Q: 3 clusters Score -7735178 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -7735419.000000 Penalty: 5281.969727
	Iteration 7Q: 3 clusters Score -7735419 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -7735826.000000 Penalty: 5281.969727
	Iteration 8Q: 3 clusters Score -7735826 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -7736291.000000 Penalty: 5281.969727
	Iteration 9Q: 3 clusters Score -7736291 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -7736982.000000 Penalty: 5281.969727
	Iteration 10Q: 3 clusters Score -7736982 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -7738100.000000 Penalty: 5281.969727
	Iteration 11Q: 3 clusters Score -7738100 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -7739871.000000 Penalty: 5281.969727
	Iteration 12F: 3 clusters Score -7739871 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -7742194.500000 Penalty: 5281.969727
	Iteration 13F: 3 clusters Score -7742194 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -7744550.500000 Penalty: 5281.969727
	Iteration 14F: 3 clusters Score -7744550 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7746395.000000 Penalty: 5281.969727
	Iteration 15Q: 3 clusters Score -7746395 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -7747617.500000 Penalty: 5281.969727
	Iteration 16Q: 3 clusters Score -7747618 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -7748277.000000 Penalty: 5281.969727
	Iteration 17Q: 3 clusters Score -7748277 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -7748629.500000 Penalty: 5281.969727
	Iteration 18Q: 3 clusters Score -7748630 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -7748820.500000 Penalty: 5281.969727
	Iteration 19Q: 3 clusters Score -7748820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -7748948.500000 Penalty: 5281.969727
	Iteration 20F: 3 clusters Score -7748948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -7749021.500000 Penalty: 5281.969727
	Iteration 21Q: 3 clusters Score -7749022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -7749048.500000 Penalty: 5281.969727
	Iteration 22Q: 3 clusters Score -7749048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -7749069.500000 Penalty: 5281.969727
	Iteration 23Q: 3 clusters Score -7749070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -7749070.500000 Penalty: 5281.969727
	Iteration 24Q: 3 clusters Score -7749070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -7749078.500000 Penalty: 5281.969727
	Iteration 25Q: 3 clusters Score -7749078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -7749082.000000 Penalty: 5281.969727
	Iteration 26Q: 3 clusters Score -7749082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -7749090.000000 Penalty: 5281.969727
	Iteration 27Q: 3 clusters Score -7749090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -7749098.500000 Penalty: 5281.969727
	Iteration 28Q: 3 clusters Score -7749098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -7749101.000000 Penalty: 5281.969727
	Iteration 29Q: 3 clusters Score -7749101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -7749112.500000 Penalty: 5281.969727
	Iteration 30Q: 3 clusters Score -7749112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -7749123.500000 Penalty: 5281.969727
	Iteration 31Q: 3 clusters Score -7749124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -7749117.500000 Penalty: 5281.969727
	Iteration 32Q: 3 clusters Score -7749118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -7749116.500000 Penalty: 5281.969727
	Iteration 33Q: 3 clusters Score -7749116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -7749121.500000 Penalty: 5281.969727
	Iteration 34Q: 3 clusters Score -7749122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -7749133.000000 Penalty: 5281.969727
	Iteration 35Q: 3 clusters Score -7749133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -7749135.000000 Penalty: 5281.969727
	Iteration 36Q: 3 clusters Score -7749135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -7749134.500000 Penalty: 5281.969727
	Iteration 37Q: 3 clusters Score -7749134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -7749133.500000 Penalty: 5281.969727
	Iteration 38Q: 3 clusters Score -7749134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -7749138.000000 Penalty: 5281.969727
	Iteration 39Q: 3 clusters Score -7749138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -7749133.000000 Penalty: 5281.969727
	Iteration 40F: 3 clusters Score -7749133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -7749136.500000 Penalty: 5281.969727
	Iteration 41Q: 3 clusters Score -7749136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -7749136.500000 Penalty: 5281.969727
	Iteration 42F: 3 clusters Score -7749136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Entering Unmasked Estep 
Score: -8448953.000000 Penalty: 2658.779541
	Iteration 0F: 2 clusters Score -8448953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8419954.000000 Penalty: 5317.559082
	Iteration 0F: 3 clusters Score -8419954 nChanged 20906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -8431519.000000 Penalty: 5317.559082
	Iteration 1F: 3 clusters Score -8431519 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -8432212.000000 Penalty: 5317.559082
	Iteration 2Q: 3 clusters Score -8432212 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -8433045.000000 Penalty: 5317.559082
	Iteration 3Q: 3 clusters Score -8433045 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -8434043.000000 Penalty: 5317.559082
	Iteration 4Q: 3 clusters Score -8434043 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -8435382.000000 Penalty: 5317.559082
	Iteration 5F: 3 clusters Score -8435382 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -8437180.000000 Penalty: 5317.559082
	Iteration 6F: 3 clusters Score -8437180 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -8439604.000000 Penalty: 5317.559082
	Iteration 7F: 3 clusters Score -8439604 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -8442085.000000 Penalty: 5317.559082
	Iteration 8F: 3 clusters Score -8442085 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -8443646.000000 Penalty: 5317.559082
	Iteration 9Q: 3 clusters Score -8443646 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -8444283.000000 Penalty: 5317.559082
	Iteration 10Q: 3 clusters Score -8444283 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -8444482.000000 Penalty: 5317.559082
	Iteration 11Q: 3 clusters Score -8444482 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -8444700.000000 Penalty: 5317.559082
	Iteration 12Q: 3 clusters Score -8444700 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -8444763.000000 Penalty: 5317.559082
	Iteration 13Q: 3 clusters Score -8444763 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -8444878.000000 Penalty: 5317.559082
	Iteration 14Q: 3 clusters Score -8444878 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -8444938.000000 Penalty: 5317.559082
	Iteration 15Q: 3 clusters Score -8444938 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -8445009.000000 Penalty: 5317.559082
	Iteration 16Q: 3 clusters Score -8445009 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -8445092.000000 Penalty: 5317.559082
	Iteration 17Q: 3 clusters Score -8445092 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -8445170.000000 Penalty: 5317.559082
	Iteration 18Q: 3 clusters Score -8445170 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -8445257.000000 Penalty: 5317.559082
	Iteration 19Q: 3 clusters Score -8445257 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -8445367.000000 Penalty: 5317.559082
	Iteration 20F: 3 clusters Score -8445367 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -8445421.000000 Penalty: 5317.559082
	Iteration 21Q: 3 clusters Score -8445421 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -8445486.000000 Penalty: 5317.559082
	Iteration 22Q: 3 clusters Score -8445486 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -8445517.000000 Penalty: 5317.559082
	Iteration 23Q: 3 clusters Score -8445517 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -8445576.000000 Penalty: 5317.559082
	Iteration 24Q: 3 clusters Score -8445576 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -8445653.000000 Penalty: 5317.559082
	Iteration 25Q: 3 clusters Score -8445653 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -8445709.000000 Penalty: 5317.559082
	Iteration 26Q: 3 clusters Score -8445709 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -8445784.000000 Penalty: 5317.559082
	Iteration 27Q: 3 clusters Score -8445784 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -8445827.000000 Penalty: 5317.559082
	Iteration 28Q: 3 clusters Score -8445827 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -8445877.000000 Penalty: 5317.559082
	Iteration 29Q: 3 clusters Score -8445877 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -8445958.000000 Penalty: 5317.559082
	Iteration 30Q: 3 clusters Score -8445958 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -8446009.000000 Penalty: 5317.559082
	Iteration 31Q: 3 clusters Score -8446009 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -8446085.000000 Penalty: 5317.559082
	Iteration 32Q: 3 clusters Score -8446085 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -8446140.000000 Penalty: 5317.559082
	Iteration 33Q: 3 clusters Score -8446140 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -8446192.000000 Penalty: 5317.559082
	Iteration 34Q: 3 clusters Score -8446192 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -8446245.000000 Penalty: 5317.559082
	Iteration 35Q: 3 clusters Score -8446245 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -8446325.000000 Penalty: 5317.559082
	Iteration 36Q: 3 clusters Score -8446325 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -8446380.000000 Penalty: 5317.559082
	Iteration 37Q: 3 clusters Score -8446380 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -8446458.000000 Penalty: 5317.559082
	Iteration 38Q: 3 clusters Score -8446458 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -8446520.000000 Penalty: 5317.559082
	Iteration 39Q: 3 clusters Score -8446520 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -8446594.000000 Penalty: 5317.559082
	Iteration 40F: 3 clusters Score -8446594 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -8446642.000000 Penalty: 5317.559082
	Iteration 41Q: 3 clusters Score -8446642 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8446722.000000 Penalty: 5317.559082
	Iteration 42Q: 3 clusters Score -8446722 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -8446736.000000 Penalty: 5317.559082
	Iteration 43Q: 3 clusters Score -8446736 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8446767.000000 Penalty: 5317.559082
	Iteration 44Q: 3 clusters Score -8446767 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -8446802.000000 Penalty: 5317.559082
	Iteration 45Q: 3 clusters Score -8446802 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -8446803.000000 Penalty: 5317.559082
	Iteration 46Q: 3 clusters Score -8446803 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8446836.000000 Penalty: 5317.559082
	Iteration 47Q: 3 clusters Score -8446836 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -8446863.000000 Penalty: 5317.559082
	Iteration 48Q: 3 clusters Score -8446863 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8446851.000000 Penalty: 5317.559082
	Iteration 49Q: 3 clusters Score -8446851 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8446882.000000 Penalty: 5317.559082
	Iteration 50Q: 3 clusters Score -8446882 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8446903.000000 Penalty: 5317.559082
	Iteration 51Q: 3 clusters Score -8446903 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8446866.000000 Penalty: 5317.559082
	Iteration 52Q: 3 clusters Score -8446866 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8446886.000000 Penalty: 5317.559082
	Iteration 53Q: 3 clusters Score -8446886 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8446902.000000 Penalty: 5317.559082
	Iteration 54Q: 3 clusters Score -8446902 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8446902.000000 Penalty: 5317.559082
	Iteration 55Q: 3 clusters Score -8446902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8446901.000000 Penalty: 5317.559082
	Iteration 56Q: 3 clusters Score -8446901 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8446896.000000 Penalty: 5317.559082
	Iteration 57Q: 3 clusters Score -8446896 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8446908.000000 Penalty: 5317.559082
	Iteration 58Q: 3 clusters Score -8446908 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8446936.000000 Penalty: 5317.559082
	Iteration 59Q: 3 clusters Score -8446936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8446920.000000 Penalty: 5317.559082
	Iteration 60F: 3 clusters Score -8446920 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8446914.000000 Penalty: 5317.559082
	Iteration 61Q: 3 clusters Score -8446914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8446943.000000 Penalty: 5317.559082
	Iteration 62Q: 3 clusters Score -8446943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8446937.000000 Penalty: 5317.559082
	Iteration 63Q: 3 clusters Score -8446937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8446937.000000 Penalty: 5317.559082
	Iteration 64Q: 3 clusters Score -8446937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8446959.000000 Penalty: 5317.559082
	Iteration 65Q: 3 clusters Score -8446959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8446940.000000 Penalty: 5317.559082
	Iteration 66Q: 3 clusters Score -8446940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8446946.000000 Penalty: 5317.559082
	Iteration 67Q: 3 clusters Score -8446946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8446935.000000 Penalty: 5317.559082
	Iteration 68Q: 3 clusters Score -8446935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8446951.000000 Penalty: 5317.559082
	Iteration 69Q: 3 clusters Score -8446951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8446952.000000 Penalty: 5317.559082
	Iteration 70Q: 3 clusters Score -8446952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8446956.000000 Penalty: 5317.559082
	Iteration 71Q: 3 clusters Score -8446956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8446956.000000 Penalty: 5317.559082
	Iteration 72Q: 3 clusters Score -8446956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8446947.000000 Penalty: 5317.559082
	Iteration 73Q: 3 clusters Score -8446947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8446963.000000 Penalty: 5317.559082
	Iteration 74Q: 3 clusters Score -8446963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8446960.000000 Penalty: 5317.559082
	Iteration 75Q: 3 clusters Score -8446960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8446960.000000 Penalty: 5317.559082
	Iteration 76Q: 3 clusters Score -8446960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8446954.000000 Penalty: 5317.559082
	Iteration 77Q: 3 clusters Score -8446954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8446950.000000 Penalty: 5317.559082
	Iteration 78Q: 3 clusters Score -8446950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8446934.000000 Penalty: 5317.559082
	Iteration 79Q: 3 clusters Score -8446934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8446947.000000 Penalty: 5317.559082
	Iteration 80F: 3 clusters Score -8446947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8446956.000000 Penalty: 5317.559082
	Iteration 81Q: 3 clusters Score -8446956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8446965.000000 Penalty: 5317.559082
	Iteration 82Q: 3 clusters Score -8446965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8446981.000000 Penalty: 5317.559082
	Iteration 83Q: 3 clusters Score -8446981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8446973.000000 Penalty: 5317.559082
	Iteration 84Q: 3 clusters Score -8446973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8446980.000000 Penalty: 5317.559082
	Iteration 85Q: 3 clusters Score -8446980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8446982.000000 Penalty: 5317.559082
	Iteration 86Q: 3 clusters Score -8446982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8446981.000000 Penalty: 5317.559082
	Iteration 87Q: 3 clusters Score -8446981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8446983.000000 Penalty: 5317.559082
	Iteration 88Q: 3 clusters Score -8446983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8446987.000000 Penalty: 5317.559082
	Iteration 89Q: 3 clusters Score -8446987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8446985.000000 Penalty: 5317.559082
	Iteration 90Q: 3 clusters Score -8446985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8446986.000000 Penalty: 5317.559082
	Iteration 91Q: 3 clusters Score -8446986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8446982.000000 Penalty: 5317.559082
	Iteration 92Q: 3 clusters Score -8446982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8446983.000000 Penalty: 5317.559082
	Iteration 93Q: 3 clusters Score -8446983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8446990.000000 Penalty: 5317.559082
	Iteration 94Q: 3 clusters Score -8446990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8446991.000000 Penalty: 5317.559082
	Iteration 95Q: 3 clusters Score -8446991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8446995.000000 Penalty: 5317.559082
	Iteration 96Q: 3 clusters Score -8446995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8446988.000000 Penalty: 5317.559082
	Iteration 97Q: 3 clusters Score -8446988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8446989.000000 Penalty: 5317.559082
	Iteration 98Q: 3 clusters Score -8446989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8446991.000000 Penalty: 5317.559082
	Iteration 99Q: 3 clusters Score -8446991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8446995.000000 Penalty: 5317.559082
	Iteration 100F: 3 clusters Score -8446995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8446992.000000 Penalty: 5317.559082
	Iteration 101Q: 3 clusters Score -8446992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8446996.000000 Penalty: 5317.559082
	Iteration 102Q: 3 clusters Score -8446996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8447001.000000 Penalty: 5317.559082
	Iteration 103Q: 3 clusters Score -8447001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8446998.000000 Penalty: 5317.559082
	Iteration 104Q: 3 clusters Score -8446998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8447001.000000 Penalty: 5317.559082
	Iteration 105Q: 3 clusters Score -8447001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8447000.000000 Penalty: 5317.559082
	Iteration 106Q: 3 clusters Score -8447000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8447005.000000 Penalty: 5317.559082
	Iteration 107Q: 3 clusters Score -8447005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8446999.000000 Penalty: 5317.559082
	Iteration 108Q: 3 clusters Score -8446999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8447003.000000 Penalty: 5317.559082
	Iteration 109Q: 3 clusters Score -8447003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8447004.000000 Penalty: 5317.559082
	Iteration 110Q: 3 clusters Score -8447004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8447002.000000 Penalty: 5317.559082
	Iteration 111Q: 3 clusters Score -8447002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8447002.000000 Penalty: 5317.559082
	Iteration 112F: 3 clusters Score -8447002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Entering Unmasked Estep 
Score: -7923216.000000 Penalty: 2644.449219
	Iteration 0F: 2 clusters Score -7923216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -7894867.500000 Penalty: 5288.898438
	Iteration 0F: 3 clusters Score -7894868 nChanged 19674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -7905713.500000 Penalty: 5288.898438
	Iteration 1F: 3 clusters Score -7905714 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -7906353.500000 Penalty: 5288.898438
	Iteration 2Q: 3 clusters Score -7906354 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -7907041.000000 Penalty: 5288.898438
	Iteration 3Q: 3 clusters Score -7907041 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -7907926.000000 Penalty: 5288.898438
	Iteration 4Q: 3 clusters Score -7907926 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -7909082.500000 Penalty: 5288.898438
	Iteration 5Q: 3 clusters Score -7909082 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -7910603.000000 Penalty: 5288.898438
	Iteration 6F: 3 clusters Score -7910603 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -7912280.000000 Penalty: 5288.898438
	Iteration 7F: 3 clusters Score -7912280 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -7914003.500000 Penalty: 5288.898438
	Iteration 8F: 3 clusters Score -7914004 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -7915494.500000 Penalty: 5288.898438
	Iteration 9Q: 3 clusters Score -7915494 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -7916654.000000 Penalty: 5288.898438
	Iteration 10Q: 3 clusters Score -7916654 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -7917519.500000 Penalty: 5288.898438
	Iteration 11Q: 3 clusters Score -7917520 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -7918095.500000 Penalty: 5288.898438
	Iteration 12Q: 3 clusters Score -7918096 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -7918468.500000 Penalty: 5288.898438
	Iteration 13Q: 3 clusters Score -7918468 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -7918733.000000 Penalty: 5288.898438
	Iteration 14Q: 3 clusters Score -7918733 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -7918943.500000 Penalty: 5288.898438
	Iteration 15Q: 3 clusters Score -7918944 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -7919157.500000 Penalty: 5288.898438
	Iteration 16Q: 3 clusters Score -7919158 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -7919323.500000 Penalty: 5288.898438
	Iteration 17Q: 3 clusters Score -7919324 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -7919486.000000 Penalty: 5288.898438
	Iteration 18Q: 3 clusters Score -7919486 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -7919612.000000 Penalty: 5288.898438
	Iteration 19Q: 3 clusters Score -7919612 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -7919708.000000 Penalty: 5288.898438
	Iteration 20F: 3 clusters Score -7919708 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -7919815.500000 Penalty: 5288.898438
	Iteration 21Q: 3 clusters Score -7919816 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -7919952.000000 Penalty: 5288.898438
	Iteration 22Q: 3 clusters Score -7919952 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -7920082.000000 Penalty: 5288.898438
	Iteration 23Q: 3 clusters Score -7920082 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7920207.500000 Penalty: 5288.898438
	Iteration 24Q: 3 clusters Score -7920208 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -7920293.000000 Penalty: 5288.898438
	Iteration 25Q: 3 clusters Score -7920293 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7920382.000000 Penalty: 5288.898438
	Iteration 26Q: 3 clusters Score -7920382 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7920475.000000 Penalty: 5288.898438
	Iteration 27Q: 3 clusters Score -7920475 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7920545.500000 Penalty: 5288.898438
	Iteration 28Q: 3 clusters Score -7920546 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7920612.500000 Penalty: 5288.898438
	Iteration 29Q: 3 clusters Score -7920612 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7920667.000000 Penalty: 5288.898438
	Iteration 30Q: 3 clusters Score -7920667 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7920738.500000 Penalty: 5288.898438
	Iteration 31Q: 3 clusters Score -7920738 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7920763.500000 Penalty: 5288.898438
	Iteration 32Q: 3 clusters Score -7920764 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7920792.500000 Penalty: 5288.898438
	Iteration 33Q: 3 clusters Score -7920792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7920825.500000 Penalty: 5288.898438
	Iteration 34Q: 3 clusters Score -7920826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7920871.000000 Penalty: 5288.898438
	Iteration 35Q: 3 clusters Score -7920871 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7920891.000000 Penalty: 5288.898438
	Iteration 36Q: 3 clusters Score -7920891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7920926.500000 Penalty: 5288.898438
	Iteration 37Q: 3 clusters Score -7920926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7920936.000000 Penalty: 5288.898438
	Iteration 38Q: 3 clusters Score -7920936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7920935.000000 Penalty: 5288.898438
	Iteration 39Q: 3 clusters Score -7920935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7920960.500000 Penalty: 5288.898438
	Iteration 40F: 3 clusters Score -7920960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7920968.000000 Penalty: 5288.898438
	Iteration 41Q: 3 clusters Score -7920968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7920966.500000 Penalty: 5288.898438
	Iteration 42Q: 3 clusters Score -7920966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7920973.500000 Penalty: 5288.898438
	Iteration 43Q: 3 clusters Score -7920974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7920985.500000 Penalty: 5288.898438
	Iteration 44Q: 3 clusters Score -7920986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7920992.500000 Penalty: 5288.898438
	Iteration 45Q: 3 clusters Score -7920992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7920997.500000 Penalty: 5288.898438
	Iteration 46Q: 3 clusters Score -7920998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7921019.000000 Penalty: 5288.898438
	Iteration 47Q: 3 clusters Score -7921019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7921025.500000 Penalty: 5288.898438
	Iteration 48Q: 3 clusters Score -7921026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7921026.500000 Penalty: 5288.898438
	Iteration 49Q: 3 clusters Score -7921026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7921042.500000 Penalty: 5288.898438
	Iteration 50Q: 3 clusters Score -7921042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7921046.000000 Penalty: 5288.898438
	Iteration 51Q: 3 clusters Score -7921046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7921049.000000 Penalty: 5288.898438
	Iteration 52Q: 3 clusters Score -7921049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7921054.000000 Penalty: 5288.898438
	Iteration 53Q: 3 clusters Score -7921054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7921067.500000 Penalty: 5288.898438
	Iteration 54Q: 3 clusters Score -7921068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7921075.500000 Penalty: 5288.898438
	Iteration 55Q: 3 clusters Score -7921076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7921083.000000 Penalty: 5288.898438
	Iteration 56Q: 3 clusters Score -7921083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7921085.000000 Penalty: 5288.898438
	Iteration 57Q: 3 clusters Score -7921085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7921092.000000 Penalty: 5288.898438
	Iteration 58Q: 3 clusters Score -7921092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7921089.000000 Penalty: 5288.898438
	Iteration 59Q: 3 clusters Score -7921089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7921084.500000 Penalty: 5288.898438
	Iteration 60F: 3 clusters Score -7921084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7921089.500000 Penalty: 5288.898438
	Iteration 61Q: 3 clusters Score -7921090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7921087.500000 Penalty: 5288.898438
	Iteration 62Q: 3 clusters Score -7921088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7921100.500000 Penalty: 5288.898438
	Iteration 63Q: 3 clusters Score -7921100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7921105.000000 Penalty: 5288.898438
	Iteration 64Q: 3 clusters Score -7921105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7921097.500000 Penalty: 5288.898438
	Iteration 65Q: 3 clusters Score -7921098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7921104.500000 Penalty: 5288.898438
	Iteration 66Q: 3 clusters Score -7921104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7921115.000000 Penalty: 5288.898438
	Iteration 67Q: 3 clusters Score -7921115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7921118.500000 Penalty: 5288.898438
	Iteration 68Q: 3 clusters Score -7921118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7921127.500000 Penalty: 5288.898438
	Iteration 69Q: 3 clusters Score -7921128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7921139.500000 Penalty: 5288.898438
	Iteration 70Q: 3 clusters Score -7921140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7921139.500000 Penalty: 5288.898438
	Iteration 71Q: 3 clusters Score -7921140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7921131.000000 Penalty: 5288.898438
	Iteration 72Q: 3 clusters Score -7921131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7921144.000000 Penalty: 5288.898438
	Iteration 73Q: 3 clusters Score -7921144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7921151.000000 Penalty: 5288.898438
	Iteration 74Q: 3 clusters Score -7921151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7921153.500000 Penalty: 5288.898438
	Iteration 75Q: 3 clusters Score -7921154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7921155.500000 Penalty: 5288.898438
	Iteration 76Q: 3 clusters Score -7921156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7921163.000000 Penalty: 5288.898438
	Iteration 77Q: 3 clusters Score -7921163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7921163.000000 Penalty: 5288.898438
	Iteration 78Q: 3 clusters Score -7921163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7921167.000000 Penalty: 5288.898438
	Iteration 79Q: 3 clusters Score -7921167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7921168.500000 Penalty: 5288.898438
	Iteration 80F: 3 clusters Score -7921168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7921166.500000 Penalty: 5288.898438
	Iteration 81Q: 3 clusters Score -7921166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7921170.000000 Penalty: 5288.898438
	Iteration 82Q: 3 clusters Score -7921170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7921172.500000 Penalty: 5288.898438
	Iteration 83Q: 3 clusters Score -7921172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7921175.000000 Penalty: 5288.898438
	Iteration 84Q: 3 clusters Score -7921175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7921179.500000 Penalty: 5288.898438
	Iteration 85Q: 3 clusters Score -7921180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7921179.500000 Penalty: 5288.898438
	Iteration 86F: 3 clusters Score -7921180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Entering Unmasked Estep 
Score: -8042593.000000 Penalty: 2648.260010
	Iteration 0F: 2 clusters Score -8042593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -8014055.000000 Penalty: 5296.520020
	Iteration 0F: 3 clusters Score -8014055 nChanged 19958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -8025192.000000 Penalty: 5296.520020
	Iteration 1F: 3 clusters Score -8025192 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -8025698.000000 Penalty: 5296.520020
	Iteration 2Q: 3 clusters Score -8025698 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -8026276.000000 Penalty: 5296.520020
	Iteration 3Q: 3 clusters Score -8026276 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -8026862.000000 Penalty: 5296.520020
	Iteration 4Q: 3 clusters Score -8026862 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -8027678.000000 Penalty: 5296.520020
	Iteration 5Q: 3 clusters Score -8027678 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -8028872.500000 Penalty: 5296.520020
	Iteration 6Q: 3 clusters Score -8028872 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -8030422.500000 Penalty: 5296.520020
	Iteration 7F: 3 clusters Score -8030422 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -8032523.000000 Penalty: 5296.520020
	Iteration 8F: 3 clusters Score -8032523 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -8034578.500000 Penalty: 5296.520020
	Iteration 9F: 3 clusters Score -8034578 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -8036264.500000 Penalty: 5296.520020
	Iteration 10Q: 3 clusters Score -8036264 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -8037332.500000 Penalty: 5296.520020
	Iteration 11Q: 3 clusters Score -8037332 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -8038059.500000 Penalty: 5296.520020
	Iteration 12Q: 3 clusters Score -8038060 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -8038498.500000 Penalty: 5296.520020
	Iteration 13Q: 3 clusters Score -8038498 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -8038795.000000 Penalty: 5296.520020
	Iteration 14Q: 3 clusters Score -8038795 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -8039085.000000 Penalty: 5296.520020
	Iteration 15Q: 3 clusters Score -8039085 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -8039315.000000 Penalty: 5296.520020
	Iteration 16Q: 3 clusters Score -8039315 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -8039507.500000 Penalty: 5296.520020
	Iteration 17Q: 3 clusters Score -8039508 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -8039648.000000 Penalty: 5296.520020
	Iteration 18Q: 3 clusters Score -8039648 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -8039865.500000 Penalty: 5296.520020
	Iteration 19Q: 3 clusters Score -8039866 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -8040004.500000 Penalty: 5296.520020
	Iteration 20F: 3 clusters Score -8040004 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -8040070.500000 Penalty: 5296.520020
	Iteration 21Q: 3 clusters Score -8040070 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -8040192.000000 Penalty: 5296.520020
	Iteration 22Q: 3 clusters Score -8040192 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -8040262.500000 Penalty: 5296.520020
	Iteration 23Q: 3 clusters Score -8040262 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -8040315.500000 Penalty: 5296.520020
	Iteration 24Q: 3 clusters Score -8040316 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -8040351.000000 Penalty: 5296.520020
	Iteration 25Q: 3 clusters Score -8040351 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -8040395.500000 Penalty: 5296.520020
	Iteration 26Q: 3 clusters Score -8040396 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -8040417.500000 Penalty: 5296.520020
	Iteration 27Q: 3 clusters Score -8040418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -8040465.500000 Penalty: 5296.520020
	Iteration 28Q: 3 clusters Score -8040466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -8040469.000000 Penalty: 5296.520020
	Iteration 29Q: 3 clusters Score -8040469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -8040494.000000 Penalty: 5296.520020
	Iteration 30Q: 3 clusters Score -8040494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -8040497.000000 Penalty: 5296.520020
	Iteration 31Q: 3 clusters Score -8040497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -8040494.500000 Penalty: 5296.520020
	Iteration 32Q: 3 clusters Score -8040494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -8040508.000000 Penalty: 5296.520020
	Iteration 33Q: 3 clusters Score -8040508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -8040515.500000 Penalty: 5296.520020
	Iteration 34Q: 3 clusters Score -8040516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -8040521.000000 Penalty: 5296.520020
	Iteration 35Q: 3 clusters Score -8040521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8040518.500000 Penalty: 5296.520020
	Iteration 36Q: 3 clusters Score -8040518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -8040521.000000 Penalty: 5296.520020
	Iteration 37Q: 3 clusters Score -8040521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -8040518.500000 Penalty: 5296.520020
	Iteration 38Q: 3 clusters Score -8040518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8040521.000000 Penalty: 5296.520020
	Iteration 39Q: 3 clusters Score -8040521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -8040520.500000 Penalty: 5296.520020
	Iteration 40F: 3 clusters Score -8040520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -8040517.000000 Penalty: 5296.520020
	Iteration 41Q: 3 clusters Score -8040517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -8040517.000000 Penalty: 5296.520020
	Iteration 42F: 3 clusters Score -8040517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Entering Unmasked Estep 
Score: -8848025.000000 Penalty: 2669.600830
	Iteration 0F: 2 clusters Score -8848025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -8819194.000000 Penalty: 5339.201660
	Iteration 0F: 3 clusters Score -8819194 nChanged 21763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -8831040.000000 Penalty: 5339.201660
	Iteration 1F: 3 clusters Score -8831040 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -8831751.000000 Penalty: 5339.201660
	Iteration 2Q: 3 clusters Score -8831751 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -8832444.000000 Penalty: 5339.201660
	Iteration 3Q: 3 clusters Score -8832444 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -8833264.000000 Penalty: 5339.201660
	Iteration 4Q: 3 clusters Score -8833264 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -8834526.000000 Penalty: 5339.201660
	Iteration 5F: 3 clusters Score -8834526 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -8836481.000000 Penalty: 5339.201660
	Iteration 6F: 3 clusters Score -8836481 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -8838965.000000 Penalty: 5339.201660
	Iteration 7F: 3 clusters Score -8838965 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -8841617.000000 Penalty: 5339.201660
	Iteration 8F: 3 clusters Score -8841617 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -8844141.000000 Penalty: 5339.201660
	Iteration 9F: 3 clusters Score -8844141 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -8845569.000000 Penalty: 5339.201660
	Iteration 10Q: 3 clusters Score -8845569 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8846113.000000 Penalty: 5339.201660
	Iteration 11Q: 3 clusters Score -8846113 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8846148.000000 Penalty: 5339.201660
	Iteration 12Q: 3 clusters Score -8846148 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8846127.000000 Penalty: 5339.201660
	Iteration 13Q: 3 clusters Score -8846127 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8846108.000000 Penalty: 5339.201660
	Iteration 14Q: 3 clusters Score -8846108 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8846097.000000 Penalty: 5339.201660
	Iteration 15Q: 3 clusters Score -8846097 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8846109.000000 Penalty: 5339.201660
	Iteration 16Q: 3 clusters Score -8846109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8846103.000000 Penalty: 5339.201660
	Iteration 17Q: 3 clusters Score -8846103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8846103.000000 Penalty: 5339.201660
	Iteration 18Q: 3 clusters Score -8846103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8846109.000000 Penalty: 5339.201660
	Iteration 19Q: 3 clusters Score -8846109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8846118.000000 Penalty: 5339.201660
	Iteration 20F: 3 clusters Score -8846118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8846122.000000 Penalty: 5339.201660
	Iteration 21Q: 3 clusters Score -8846122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8846126.000000 Penalty: 5339.201660
	Iteration 22Q: 3 clusters Score -8846126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8846121.000000 Penalty: 5339.201660
	Iteration 23Q: 3 clusters Score -8846121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8846125.000000 Penalty: 5339.201660
	Iteration 24Q: 3 clusters Score -8846125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8846130.000000 Penalty: 5339.201660
	Iteration 25Q: 3 clusters Score -8846130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8846126.000000 Penalty: 5339.201660
	Iteration 26Q: 3 clusters Score -8846126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8846126.000000 Penalty: 5339.201660
	Iteration 27Q: 3 clusters Score -8846126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8846124.000000 Penalty: 5339.201660
	Iteration 28Q: 3 clusters Score -8846124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8846124.000000 Penalty: 5339.201660
	Iteration 29F: 3 clusters Score -8846124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Entering Unmasked Estep 
Score: -8061431.500000 Penalty: 2650.772461
	Iteration 0F: 2 clusters Score -8061432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -8032332.500000 Penalty: 5301.544922
	Iteration 0F: 3 clusters Score -8032332 nChanged 20047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -8043142.500000 Penalty: 5301.544922
	Iteration 1F: 3 clusters Score -8043142 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -8043591.500000 Penalty: 5301.544922
	Iteration 2Q: 3 clusters Score -8043592 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -8043990.500000 Penalty: 5301.544922
	Iteration 3Q: 3 clusters Score -8043990 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8044322.000000 Penalty: 5301.544922
	Iteration 4Q: 3 clusters Score -8044322 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -8044730.000000 Penalty: 5301.544922
	Iteration 5Q: 3 clusters Score -8044730 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -8045128.000000 Penalty: 5301.544922
	Iteration 6Q: 3 clusters Score -8045128 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -8045699.000000 Penalty: 5301.544922
	Iteration 7Q: 3 clusters Score -8045699 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -8046549.000000 Penalty: 5301.544922
	Iteration 8Q: 3 clusters Score -8046549 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -8047924.000000 Penalty: 5301.544922
	Iteration 9F: 3 clusters Score -8047924 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -8050070.000000 Penalty: 5301.544922
	Iteration 10F: 3 clusters Score -8050070 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -8052929.000000 Penalty: 5301.544922
	Iteration 11F: 3 clusters Score -8052929 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -8055749.500000 Penalty: 5301.544922
	Iteration 12F: 3 clusters Score -8055750 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -8057644.000000 Penalty: 5301.544922
	Iteration 13Q: 3 clusters Score -8057644 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -8058529.500000 Penalty: 5301.544922
	Iteration 14Q: 3 clusters Score -8058530 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -8058818.500000 Penalty: 5301.544922
	Iteration 15Q: 3 clusters Score -8058818 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -8058938.500000 Penalty: 5301.544922
	Iteration 16Q: 3 clusters Score -8058938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -8059005.000000 Penalty: 5301.544922
	Iteration 17Q: 3 clusters Score -8059005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -8059073.000000 Penalty: 5301.544922
	Iteration 18Q: 3 clusters Score -8059073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8059096.500000 Penalty: 5301.544922
	Iteration 19Q: 3 clusters Score -8059096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -8059119.000000 Penalty: 5301.544922
	Iteration 20F: 3 clusters Score -8059119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -8059139.500000 Penalty: 5301.544922
	Iteration 21Q: 3 clusters Score -8059140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8059145.000000 Penalty: 5301.544922
	Iteration 22Q: 3 clusters Score -8059145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8059149.500000 Penalty: 5301.544922
	Iteration 23Q: 3 clusters Score -8059150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8059151.500000 Penalty: 5301.544922
	Iteration 24Q: 3 clusters Score -8059152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -8059157.500000 Penalty: 5301.544922
	Iteration 25Q: 3 clusters Score -8059158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -8059159.500000 Penalty: 5301.544922
	Iteration 26Q: 3 clusters Score -8059160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -8059158.000000 Penalty: 5301.544922
	Iteration 27Q: 3 clusters Score -8059158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8059156.500000 Penalty: 5301.544922
	Iteration 28Q: 3 clusters Score -8059156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8059156.500000 Penalty: 5301.544922
	Iteration 29F: 3 clusters Score -8059156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Entering Unmasked Estep 
Score: -8591151.000000 Penalty: 2662.809814
	Iteration 0F: 2 clusters Score -8591151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -8562111.000000 Penalty: 5325.619629
	Iteration 0F: 3 clusters Score -8562111 nChanged 21109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8573771.000000 Penalty: 5325.619629
	Iteration 1F: 3 clusters Score -8573771 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -8574301.000000 Penalty: 5325.619629
	Iteration 2Q: 3 clusters Score -8574301 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -8574863.000000 Penalty: 5325.619629
	Iteration 3Q: 3 clusters Score -8574863 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -8575476.000000 Penalty: 5325.619629
	Iteration 4Q: 3 clusters Score -8575476 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -8576120.000000 Penalty: 5325.619629
	Iteration 5Q: 3 clusters Score -8576120 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -8576875.000000 Penalty: 5325.619629
	Iteration 6Q: 3 clusters Score -8576875 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -8577942.000000 Penalty: 5325.619629
	Iteration 7Q: 3 clusters Score -8577942 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -8579330.000000 Penalty: 5325.619629
	Iteration 8F: 3 clusters Score -8579330 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -8581134.000000 Penalty: 5325.619629
	Iteration 9F: 3 clusters Score -8581134 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -8583160.000000 Penalty: 5325.619629
	Iteration 10F: 3 clusters Score -8583160 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -8585123.000000 Penalty: 5325.619629
	Iteration 11F: 3 clusters Score -8585123 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -8586668.000000 Penalty: 5325.619629
	Iteration 12Q: 3 clusters Score -8586668 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -8587884.000000 Penalty: 5325.619629
	Iteration 13Q: 3 clusters Score -8587884 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -8588480.000000 Penalty: 5325.619629
	Iteration 14Q: 3 clusters Score -8588480 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -8588743.000000 Penalty: 5325.619629
	Iteration 15Q: 3 clusters Score -8588743 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -8588887.000000 Penalty: 5325.619629
	Iteration 16Q: 3 clusters Score -8588887 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -8588960.000000 Penalty: 5325.619629
	Iteration 17Q: 3 clusters Score -8588960 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -8589002.000000 Penalty: 5325.619629
	Iteration 18Q: 3 clusters Score -8589002 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -8589032.000000 Penalty: 5325.619629
	Iteration 19Q: 3 clusters Score -8589032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8589033.000000 Penalty: 5325.619629
	Iteration 20F: 3 clusters Score -8589033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -8589052.000000 Penalty: 5325.619629
	Iteration 21Q: 3 clusters Score -8589052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8589061.000000 Penalty: 5325.619629
	Iteration 22Q: 3 clusters Score -8589061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -8589069.000000 Penalty: 5325.619629
	Iteration 23Q: 3 clusters Score -8589069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -8589075.000000 Penalty: 5325.619629
	Iteration 24Q: 3 clusters Score -8589075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -8589082.000000 Penalty: 5325.619629
	Iteration 25Q: 3 clusters Score -8589082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -8589076.000000 Penalty: 5325.619629
	Iteration 26Q: 3 clusters Score -8589076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -8589086.000000 Penalty: 5325.619629
	Iteration 27Q: 3 clusters Score -8589086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -8589084.000000 Penalty: 5325.619629
	Iteration 28Q: 3 clusters Score -8589084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -8589084.000000 Penalty: 5325.619629
	Iteration 29F: 3 clusters Score -8589084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Entering Unmasked Estep 
Score: -1530515.125000 Penalty: 2238.491943
	Iteration 0F: 2 clusters Score -1530515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1523931.500000 Penalty: 4476.983887
	Iteration 0F: 3 clusters Score -1523932 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1525659.375000 Penalty: 4476.983887
	Iteration 1F: 3 clusters Score -1525659 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1525901.000000 Penalty: 4476.983887
	Iteration 2F: 3 clusters Score -1525901 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1526083.250000 Penalty: 4476.983887
	Iteration 3F: 3 clusters Score -1526083 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1526225.375000 Penalty: 4476.983887
	Iteration 4Q: 3 clusters Score -1526225 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1526332.375000 Penalty: 4476.983887
	Iteration 5Q: 3 clusters Score -1526332 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1526429.500000 Penalty: 4476.983887
	Iteration 6Q: 3 clusters Score -1526430 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1526511.125000 Penalty: 4476.983887
	Iteration 7Q: 3 clusters Score -1526511 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1526599.125000 Penalty: 4476.983887
	Iteration 8Q: 3 clusters Score -1526599 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1526689.000000 Penalty: 4476.983887
	Iteration 9Q: 3 clusters Score -1526689 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1526804.000000 Penalty: 4476.983887
	Iteration 10Q: 3 clusters Score -1526804 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1526940.500000 Penalty: 4476.983887
	Iteration 11Q: 3 clusters Score -1526940 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1527097.875000 Penalty: 4476.983887
	Iteration 12Q: 3 clusters Score -1527098 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1527284.125000 Penalty: 4476.983887
	Iteration 13Q: 3 clusters Score -1527284 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1527481.500000 Penalty: 4476.983887
	Iteration 14Q: 3 clusters Score -1527482 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1527691.125000 Penalty: 4476.983887
	Iteration 15Q: 3 clusters Score -1527691 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1527886.250000 Penalty: 4476.983887
	Iteration 16Q: 3 clusters Score -1527886 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1528054.375000 Penalty: 4476.983887
	Iteration 17Q: 3 clusters Score -1528054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1528184.375000 Penalty: 4476.983887
	Iteration 18Q: 3 clusters Score -1528184 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1528283.125000 Penalty: 4476.983887
	Iteration 19Q: 3 clusters Score -1528283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1528354.250000 Penalty: 4476.983887
	Iteration 20F: 3 clusters Score -1528354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1528414.375000 Penalty: 4476.983887
	Iteration 21Q: 3 clusters Score -1528414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1528452.875000 Penalty: 4476.983887
	Iteration 22Q: 3 clusters Score -1528453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1528476.250000 Penalty: 4476.983887
	Iteration 23Q: 3 clusters Score -1528476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1528495.625000 Penalty: 4476.983887
	Iteration 24Q: 3 clusters Score -1528496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1528512.625000 Penalty: 4476.983887
	Iteration 25Q: 3 clusters Score -1528513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1528521.125000 Penalty: 4476.983887
	Iteration 26Q: 3 clusters Score -1528521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1528535.625000 Penalty: 4476.983887
	Iteration 27Q: 3 clusters Score -1528536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1528545.375000 Penalty: 4476.983887
	Iteration 28Q: 3 clusters Score -1528545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1528550.875000 Penalty: 4476.983887
	Iteration 29Q: 3 clusters Score -1528551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1528557.000000 Penalty: 4476.983887
	Iteration 30Q: 3 clusters Score -1528557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1528559.500000 Penalty: 4476.983887
	Iteration 31Q: 3 clusters Score -1528560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1528561.625000 Penalty: 4476.983887
	Iteration 32Q: 3 clusters Score -1528562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1528561.375000 Penalty: 4476.983887
	Iteration 33Q: 3 clusters Score -1528561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1528565.125000 Penalty: 4476.983887
	Iteration 34Q: 3 clusters Score -1528565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1528566.750000 Penalty: 4476.983887
	Iteration 35Q: 3 clusters Score -1528567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1528568.500000 Penalty: 4476.983887
	Iteration 36Q: 3 clusters Score -1528568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1528568.500000 Penalty: 4476.983887
	Iteration 37F: 3 clusters Score -1528568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Entering Unmasked Estep 
Score: -8562275.000000 Penalty: 2662.329590
	Iteration 0F: 2 clusters Score -8562275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8533411.000000 Penalty: 5324.659180
	Iteration 0F: 3 clusters Score -8533411 nChanged 21002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -8545074.000000 Penalty: 5324.659180
	Iteration 1F: 3 clusters Score -8545074 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -8545605.000000 Penalty: 5324.659180
	Iteration 2Q: 3 clusters Score -8545605 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -8546149.000000 Penalty: 5324.659180
	Iteration 3Q: 3 clusters Score -8546149 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -8546693.000000 Penalty: 5324.659180
	Iteration 4Q: 3 clusters Score -8546693 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -8547235.000000 Penalty: 5324.659180
	Iteration 5Q: 3 clusters Score -8547235 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -8548000.000000 Penalty: 5324.659180
	Iteration 6Q: 3 clusters Score -8548000 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -8548794.000000 Penalty: 5324.659180
	Iteration 7Q: 3 clusters Score -8548794 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -8549843.000000 Penalty: 5324.659180
	Iteration 8Q: 3 clusters Score -8549843 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -8550924.000000 Penalty: 5324.659180
	Iteration 9Q: 3 clusters Score -8550924 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -8552073.000000 Penalty: 5324.659180
	Iteration 10Q: 3 clusters Score -8552073 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -8553229.000000 Penalty: 5324.659180
	Iteration 11Q: 3 clusters Score -8553229 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -8554233.000000 Penalty: 5324.659180
	Iteration 12Q: 3 clusters Score -8554233 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -8555101.000000 Penalty: 5324.659180
	Iteration 13Q: 3 clusters Score -8555101 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -8555766.000000 Penalty: 5324.659180
	Iteration 14Q: 3 clusters Score -8555766 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -8556149.000000 Penalty: 5324.659180
	Iteration 15Q: 3 clusters Score -8556149 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -8556394.000000 Penalty: 5324.659180
	Iteration 16Q: 3 clusters Score -8556394 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -8556579.000000 Penalty: 5324.659180
	Iteration 17Q: 3 clusters Score -8556579 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -8556721.000000 Penalty: 5324.659180
	Iteration 18Q: 3 clusters Score -8556721 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -8556835.000000 Penalty: 5324.659180
	Iteration 19Q: 3 clusters Score -8556835 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -8556881.000000 Penalty: 5324.659180
	Iteration 20F: 3 clusters Score -8556881 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -8556959.000000 Penalty: 5324.659180
	Iteration 21Q: 3 clusters Score -8556959 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -8557053.000000 Penalty: 5324.659180
	Iteration 22Q: 3 clusters Score -8557053 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -8557123.000000 Penalty: 5324.659180
	Iteration 23Q: 3 clusters Score -8557123 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -8557189.000000 Penalty: 5324.659180
	Iteration 24Q: 3 clusters Score -8557189 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -8557237.000000 Penalty: 5324.659180
	Iteration 25Q: 3 clusters Score -8557237 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -8557326.000000 Penalty: 5324.659180
	Iteration 26Q: 3 clusters Score -8557326 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -8557418.000000 Penalty: 5324.659180
	Iteration 27Q: 3 clusters Score -8557418 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -8557467.000000 Penalty: 5324.659180
	Iteration 28Q: 3 clusters Score -8557467 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -8557581.000000 Penalty: 5324.659180
	Iteration 29Q: 3 clusters Score -8557581 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -8557673.000000 Penalty: 5324.659180
	Iteration 30Q: 3 clusters Score -8557673 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -8557769.000000 Penalty: 5324.659180
	Iteration 31Q: 3 clusters Score -8557769 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -8557886.000000 Penalty: 5324.659180
	Iteration 32Q: 3 clusters Score -8557886 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -8558035.000000 Penalty: 5324.659180
	Iteration 33Q: 3 clusters Score -8558035 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -8558161.000000 Penalty: 5324.659180
	Iteration 34Q: 3 clusters Score -8558161 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -8558317.000000 Penalty: 5324.659180
	Iteration 35Q: 3 clusters Score -8558317 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -8558440.000000 Penalty: 5324.659180
	Iteration 36Q: 3 clusters Score -8558440 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -8558579.000000 Penalty: 5324.659180
	Iteration 37Q: 3 clusters Score -8558579 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -8558753.000000 Penalty: 5324.659180
	Iteration 38Q: 3 clusters Score -8558753 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -8558871.000000 Penalty: 5324.659180
	Iteration 39Q: 3 clusters Score -8558871 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -8559021.000000 Penalty: 5324.659180
	Iteration 40F: 3 clusters Score -8559021 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -8559105.000000 Penalty: 5324.659180
	Iteration 41Q: 3 clusters Score -8559105 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -8559243.000000 Penalty: 5324.659180
	Iteration 42Q: 3 clusters Score -8559243 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -8559373.000000 Penalty: 5324.659180
	Iteration 43Q: 3 clusters Score -8559373 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -8559502.000000 Penalty: 5324.659180
	Iteration 44Q: 3 clusters Score -8559502 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -8559596.000000 Penalty: 5324.659180
	Iteration 45Q: 3 clusters Score -8559596 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -8559697.000000 Penalty: 5324.659180
	Iteration 46Q: 3 clusters Score -8559697 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -8559788.000000 Penalty: 5324.659180
	Iteration 47Q: 3 clusters Score -8559788 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -8559839.000000 Penalty: 5324.659180
	Iteration 48Q: 3 clusters Score -8559839 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8559894.000000 Penalty: 5324.659180
	Iteration 49Q: 3 clusters Score -8559894 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8559955.000000 Penalty: 5324.659180
	Iteration 50Q: 3 clusters Score -8559955 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -8559986.000000 Penalty: 5324.659180
	Iteration 51Q: 3 clusters Score -8559986 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8560026.000000 Penalty: 5324.659180
	Iteration 52Q: 3 clusters Score -8560026 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8560030.000000 Penalty: 5324.659180
	Iteration 53Q: 3 clusters Score -8560030 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -8560051.000000 Penalty: 5324.659180
	Iteration 54Q: 3 clusters Score -8560051 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -8560044.000000 Penalty: 5324.659180
	Iteration 55Q: 3 clusters Score -8560044 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8560047.000000 Penalty: 5324.659180
	Iteration 56Q: 3 clusters Score -8560047 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -8560054.000000 Penalty: 5324.659180
	Iteration 57Q: 3 clusters Score -8560054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8560059.000000 Penalty: 5324.659180
	Iteration 58Q: 3 clusters Score -8560059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8560075.000000 Penalty: 5324.659180
	Iteration 59Q: 3 clusters Score -8560075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8560091.000000 Penalty: 5324.659180
	Iteration 60F: 3 clusters Score -8560091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8560067.000000 Penalty: 5324.659180
	Iteration 61Q: 3 clusters Score -8560067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8560085.000000 Penalty: 5324.659180
	Iteration 62Q: 3 clusters Score -8560085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8560071.000000 Penalty: 5324.659180
	Iteration 63Q: 3 clusters Score -8560071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8560083.000000 Penalty: 5324.659180
	Iteration 64Q: 3 clusters Score -8560083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8560083.000000 Penalty: 5324.659180
	Iteration 65Q: 3 clusters Score -8560083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8560081.000000 Penalty: 5324.659180
	Iteration 66Q: 3 clusters Score -8560081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8560090.000000 Penalty: 5324.659180
	Iteration 67Q: 3 clusters Score -8560090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8560099.000000 Penalty: 5324.659180
	Iteration 68Q: 3 clusters Score -8560099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8560092.000000 Penalty: 5324.659180
	Iteration 69Q: 3 clusters Score -8560092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8560085.000000 Penalty: 5324.659180
	Iteration 70Q: 3 clusters Score -8560085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8560109.000000 Penalty: 5324.659180
	Iteration 71Q: 3 clusters Score -8560109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8560102.000000 Penalty: 5324.659180
	Iteration 72Q: 3 clusters Score -8560102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8560106.000000 Penalty: 5324.659180
	Iteration 73Q: 3 clusters Score -8560106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8560099.000000 Penalty: 5324.659180
	Iteration 74Q: 3 clusters Score -8560099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8560103.000000 Penalty: 5324.659180
	Iteration 75Q: 3 clusters Score -8560103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8560113.000000 Penalty: 5324.659180
	Iteration 76Q: 3 clusters Score -8560113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8560111.000000 Penalty: 5324.659180
	Iteration 77Q: 3 clusters Score -8560111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8560110.000000 Penalty: 5324.659180
	Iteration 78Q: 3 clusters Score -8560110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8560114.000000 Penalty: 5324.659180
	Iteration 79Q: 3 clusters Score -8560114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8560112.000000 Penalty: 5324.659180
	Iteration 80F: 3 clusters Score -8560112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8560108.000000 Penalty: 5324.659180
	Iteration 81Q: 3 clusters Score -8560108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8560101.000000 Penalty: 5324.659180
	Iteration 82Q: 3 clusters Score -8560101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8560103.000000 Penalty: 5324.659180
	Iteration 83Q: 3 clusters Score -8560103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8560116.000000 Penalty: 5324.659180
	Iteration 84Q: 3 clusters Score -8560116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8560109.000000 Penalty: 5324.659180
	Iteration 85Q: 3 clusters Score -8560109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8560126.000000 Penalty: 5324.659180
	Iteration 86Q: 3 clusters Score -8560126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8560121.000000 Penalty: 5324.659180
	Iteration 87Q: 3 clusters Score -8560121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8560123.000000 Penalty: 5324.659180
	Iteration 88Q: 3 clusters Score -8560123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8560116.000000 Penalty: 5324.659180
	Iteration 89Q: 3 clusters Score -8560116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8560120.000000 Penalty: 5324.659180
	Iteration 90Q: 3 clusters Score -8560120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8560126.000000 Penalty: 5324.659180
	Iteration 91Q: 3 clusters Score -8560126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8560128.000000 Penalty: 5324.659180
	Iteration 92Q: 3 clusters Score -8560128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8560128.000000 Penalty: 5324.659180
	Iteration 93F: 3 clusters Score -8560128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Entering Unmasked Estep 
Score: -8546489.000000 Penalty: 2661.009033
	Iteration 0F: 2 clusters Score -8546489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -8517957.000000 Penalty: 5322.018066
	Iteration 0F: 3 clusters Score -8517957 nChanged 21123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -8530143.000000 Penalty: 5322.018066
	Iteration 1F: 3 clusters Score -8530143 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -8531087.000000 Penalty: 5322.018066
	Iteration 2F: 3 clusters Score -8531087 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -8532174.000000 Penalty: 5322.018066
	Iteration 3F: 3 clusters Score -8532174 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -8533488.000000 Penalty: 5322.018066
	Iteration 4F: 3 clusters Score -8533488 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -8534870.000000 Penalty: 5322.018066
	Iteration 5F: 3 clusters Score -8534870 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -8536522.000000 Penalty: 5322.018066
	Iteration 6F: 3 clusters Score -8536522 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -8538311.000000 Penalty: 5322.018066
	Iteration 7F: 3 clusters Score -8538311 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -8540090.000000 Penalty: 5322.018066
	Iteration 8F: 3 clusters Score -8540090 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -8541531.000000 Penalty: 5322.018066
	Iteration 9Q: 3 clusters Score -8541531 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -8542555.000000 Penalty: 5322.018066
	Iteration 10Q: 3 clusters Score -8542555 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -8543291.000000 Penalty: 5322.018066
	Iteration 11Q: 3 clusters Score -8543291 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -8543937.000000 Penalty: 5322.018066
	Iteration 12Q: 3 clusters Score -8543937 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8544313.000000 Penalty: 5322.018066
	Iteration 13Q: 3 clusters Score -8544313 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8544451.000000 Penalty: 5322.018066
	Iteration 14Q: 3 clusters Score -8544451 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8544513.000000 Penalty: 5322.018066
	Iteration 15Q: 3 clusters Score -8544513 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8544536.000000 Penalty: 5322.018066
	Iteration 16Q: 3 clusters Score -8544536 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8544578.000000 Penalty: 5322.018066
	Iteration 17Q: 3 clusters Score -8544578 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8544600.000000 Penalty: 5322.018066
	Iteration 18Q: 3 clusters Score -8544600 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8544639.000000 Penalty: 5322.018066
	Iteration 19Q: 3 clusters Score -8544639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8544644.000000 Penalty: 5322.018066
	Iteration 20F: 3 clusters Score -8544644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8544642.000000 Penalty: 5322.018066
	Iteration 21Q: 3 clusters Score -8544642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8544653.000000 Penalty: 5322.018066
	Iteration 22Q: 3 clusters Score -8544653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8544650.000000 Penalty: 5322.018066
	Iteration 23Q: 3 clusters Score -8544650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8544649.000000 Penalty: 5322.018066
	Iteration 24Q: 3 clusters Score -8544649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8544640.000000 Penalty: 5322.018066
	Iteration 25Q: 3 clusters Score -8544640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8544650.000000 Penalty: 5322.018066
	Iteration 26Q: 3 clusters Score -8544650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8544653.000000 Penalty: 5322.018066
	Iteration 27Q: 3 clusters Score -8544653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8544660.000000 Penalty: 5322.018066
	Iteration 28Q: 3 clusters Score -8544660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8544649.000000 Penalty: 5322.018066
	Iteration 29Q: 3 clusters Score -8544649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8544654.000000 Penalty: 5322.018066
	Iteration 30Q: 3 clusters Score -8544654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8544655.000000 Penalty: 5322.018066
	Iteration 31Q: 3 clusters Score -8544655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8544651.000000 Penalty: 5322.018066
	Iteration 32Q: 3 clusters Score -8544651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8544648.000000 Penalty: 5322.018066
	Iteration 33Q: 3 clusters Score -8544648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8544648.000000 Penalty: 5322.018066
	Iteration 34F: 3 clusters Score -8544648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -214182.265625 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -214182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -212026.875000 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -212026.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -212554.562500 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -212554.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -212829.687500 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -212829.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -213030.312500 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -213030.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -213227.671875 Penalty: 3572.889160
	Iteration 4F: 3 clusters Score -213227.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -213405.703125 Penalty: 3572.889160
	Iteration 5F: 3 clusters Score -213405.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -213564.859375 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -213564.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -213642.031250 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -213642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -213692.593750 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -213692.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -213726.265625 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -213726.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -213755.406250 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -213755.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -213787.109375 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -213787.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -213832.984375 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -213833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -213873.421875 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -213873.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -213897.265625 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -213897.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -213914.578125 Penalty: 3572.889160
	Iteration 15Q: 3 clusters Score -213914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -213927.015625 Penalty: 3572.889160
	Iteration 16Q: 3 clusters Score -213927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -213952.265625 Penalty: 3572.889160
	Iteration 17Q: 3 clusters Score -213952.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -213983.171875 Penalty: 3572.889160
	Iteration 18Q: 3 clusters Score -213983.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -214033.437500 Penalty: 3572.889160
	Iteration 19Q: 3 clusters Score -214033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -214098.234375 Penalty: 3572.889160
	Iteration 20F: 3 clusters Score -214098.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -214138.437500 Penalty: 3572.889160
	Iteration 21Q: 3 clusters Score -214138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -214144.171875 Penalty: 3572.889160
	Iteration 22Q: 3 clusters Score -214144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -214153.656250 Penalty: 3572.889160
	Iteration 23Q: 3 clusters Score -214153.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -214164.500000 Penalty: 3572.889160
	Iteration 24Q: 3 clusters Score -214164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -214169.859375 Penalty: 3572.889160
	Iteration 25Q: 3 clusters Score -214169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -214171.359375 Penalty: 3572.889160
	Iteration 26Q: 3 clusters Score -214171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -214172.500000 Penalty: 3572.889160
	Iteration 27Q: 3 clusters Score -214172.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -214177.328125 Penalty: 3572.889160
	Iteration 28Q: 3 clusters Score -214177.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -214186.734375 Penalty: 3572.889160
	Iteration 29Q: 3 clusters Score -214186.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -214195.968750 Penalty: 3572.889160
	Iteration 30Q: 3 clusters Score -214196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -214202.421875 Penalty: 3572.889160
	Iteration 31Q: 3 clusters Score -214202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -214202.859375 Penalty: 3572.889160
	Iteration 32Q: 3 clusters Score -214202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -214202.859375 Penalty: 3572.889160
	Iteration 33F: 3 clusters Score -214202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 36469 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 45292 members 
Mstep: Class 6 contains 42749 members 
Mstep: Class 7 contains 43411 members 
Mstep: Class 8 contains 47312 members 
Mstep: Class 9 contains 43853 members 
Mstep: Class 10 contains 46034 members 
Mstep: Class 11 contains 8318 members 
Mstep: Class 12 contains 45945 members 
Mstep: Class 13 contains 45701 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 24171 members 
Mstep: Class 16 contains 44307 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46914 members 
Mstep: Class 19 contains 9639 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 482 members 
Entering Unmasked Estep 
Score: -106671672.000000 Penalty: 82330.929688
Splitting cluster 14 changes total score from -106673248.000000 to -106671672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (24171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Entering Unmasked Estep 
Score: -4349394.500000 Penalty: 2503.041504
	Iteration 0F: 2 clusters Score -4349394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -4332666.500000 Penalty: 5006.083008
	Iteration 0F: 3 clusters Score -4332666 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4338373.500000 Penalty: 5006.083008
	Iteration 1F: 3 clusters Score -4338374 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -4338789.000000 Penalty: 5006.083008
	Iteration 2F: 3 clusters Score -4338789 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -4339161.000000 Penalty: 5006.083008
	Iteration 3Q: 3 clusters Score -4339161 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4339430.500000 Penalty: 5006.083008
	Iteration 4Q: 3 clusters Score -4339430 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4339720.000000 Penalty: 5006.083008
	Iteration 5Q: 3 clusters Score -4339720 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -4340080.000000 Penalty: 5006.083008
	Iteration 6Q: 3 clusters Score -4340080 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -4340400.000000 Penalty: 5006.083008
	Iteration 7Q: 3 clusters Score -4340400 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -4340708.500000 Penalty: 5006.083008
	Iteration 8Q: 3 clusters Score -4340708 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -4341012.000000 Penalty: 5006.083008
	Iteration 9Q: 3 clusters Score -4341012 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4341351.000000 Penalty: 5006.083008
	Iteration 10Q: 3 clusters Score -4341351 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -4341728.500000 Penalty: 5006.083008
	Iteration 11Q: 3 clusters Score -4341728 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -4342181.000000 Penalty: 5006.083008
	Iteration 12Q: 3 clusters Score -4342181 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4342601.000000 Penalty: 5006.083008
	Iteration 13Q: 3 clusters Score -4342601 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4343061.500000 Penalty: 5006.083008
	Iteration 14Q: 3 clusters Score -4343062 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4343490.000000 Penalty: 5006.083008
	Iteration 15Q: 3 clusters Score -4343490 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4343867.000000 Penalty: 5006.083008
	Iteration 16Q: 3 clusters Score -4343867 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4344206.500000 Penalty: 5006.083008
	Iteration 17Q: 3 clusters Score -4344206 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4344567.000000 Penalty: 5006.083008
	Iteration 18Q: 3 clusters Score -4344567 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4344986.000000 Penalty: 5006.083008
	Iteration 19Q: 3 clusters Score -4344986 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -4345468.500000 Penalty: 5006.083008
	Iteration 20F: 3 clusters Score -4345468 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4345938.000000 Penalty: 5006.083008
	Iteration 21Q: 3 clusters Score -4345938 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -4346341.000000 Penalty: 5006.083008
	Iteration 22Q: 3 clusters Score -4346341 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4346664.500000 Penalty: 5006.083008
	Iteration 23Q: 3 clusters Score -4346664 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -4346887.500000 Penalty: 5006.083008
	Iteration 24Q: 3 clusters Score -4346888 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -4347050.500000 Penalty: 5006.083008
	Iteration 25Q: 3 clusters Score -4347050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -4347160.000000 Penalty: 5006.083008
	Iteration 26Q: 3 clusters Score -4347160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4347235.000000 Penalty: 5006.083008
	Iteration 27Q: 3 clusters Score -4347235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -4347272.500000 Penalty: 5006.083008
	Iteration 28Q: 3 clusters Score -4347272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -4347294.500000 Penalty: 5006.083008
	Iteration 29Q: 3 clusters Score -4347294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -4347309.000000 Penalty: 5006.083008
	Iteration 30Q: 3 clusters Score -4347309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -4347323.500000 Penalty: 5006.083008
	Iteration 31Q: 3 clusters Score -4347324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -4347343.000000 Penalty: 5006.083008
	Iteration 32Q: 3 clusters Score -4347343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -4347356.000000 Penalty: 5006.083008
	Iteration 33Q: 3 clusters Score -4347356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4347359.500000 Penalty: 5006.083008
	Iteration 34Q: 3 clusters Score -4347360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4347362.000000 Penalty: 5006.083008
	Iteration 35Q: 3 clusters Score -4347362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -4347363.500000 Penalty: 5006.083008
	Iteration 36Q: 3 clusters Score -4347364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -4347363.500000 Penalty: 5006.083008
	Iteration 37F: 3 clusters Score -4347364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Entering Unmasked Estep 
Score: -8277624.000000 Penalty: 2653.326660
	Iteration 0F: 2 clusters Score -8277624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -8249518.000000 Penalty: 5306.653320
	Iteration 0F: 3 clusters Score -8249518 nChanged 20230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -8260785.000000 Penalty: 5306.653320
	Iteration 1F: 3 clusters Score -8260785 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -8261465.500000 Penalty: 5306.653320
	Iteration 2Q: 3 clusters Score -8261466 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -8262155.500000 Penalty: 5306.653320
	Iteration 3Q: 3 clusters Score -8262156 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -8263097.000000 Penalty: 5306.653320
	Iteration 4Q: 3 clusters Score -8263097 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -8264355.000000 Penalty: 5306.653320
	Iteration 5F: 3 clusters Score -8264355 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -8266029.000000 Penalty: 5306.653320
	Iteration 6F: 3 clusters Score -8266029 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -8268189.500000 Penalty: 5306.653320
	Iteration 7F: 3 clusters Score -8268190 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -8270486.500000 Penalty: 5306.653320
	Iteration 8F: 3 clusters Score -8270486 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -8272521.000000 Penalty: 5306.653320
	Iteration 9F: 3 clusters Score -8272521 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -8273919.000000 Penalty: 5306.653320
	Iteration 10Q: 3 clusters Score -8273919 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -8274795.000000 Penalty: 5306.653320
	Iteration 11Q: 3 clusters Score -8274795 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -8275341.000000 Penalty: 5306.653320
	Iteration 12Q: 3 clusters Score -8275341 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -8275711.000000 Penalty: 5306.653320
	Iteration 13Q: 3 clusters Score -8275711 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8275922.500000 Penalty: 5306.653320
	Iteration 14Q: 3 clusters Score -8275922 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8276033.000000 Penalty: 5306.653320
	Iteration 15Q: 3 clusters Score -8276033 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8276054.500000 Penalty: 5306.653320
	Iteration 16Q: 3 clusters Score -8276054 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8276024.000000 Penalty: 5306.653320
	Iteration 17Q: 3 clusters Score -8276024 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8276004.000000 Penalty: 5306.653320
	Iteration 18Q: 3 clusters Score -8276004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8275981.500000 Penalty: 5306.653320
	Iteration 19Q: 3 clusters Score -8275982 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8275976.500000 Penalty: 5306.653320
	Iteration 20F: 3 clusters Score -8275976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8275973.000000 Penalty: 5306.653320
	Iteration 21Q: 3 clusters Score -8275973 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8275967.500000 Penalty: 5306.653320
	Iteration 22Q: 3 clusters Score -8275968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8275963.500000 Penalty: 5306.653320
	Iteration 23Q: 3 clusters Score -8275964 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8275934.000000 Penalty: 5306.653320
	Iteration 24Q: 3 clusters Score -8275934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8275912.000000 Penalty: 5306.653320
	Iteration 25Q: 3 clusters Score -8275912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8275910.000000 Penalty: 5306.653320
	Iteration 26Q: 3 clusters Score -8275910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8275884.500000 Penalty: 5306.653320
	Iteration 27Q: 3 clusters Score -8275884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8275865.500000 Penalty: 5306.653320
	Iteration 28Q: 3 clusters Score -8275866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8275862.000000 Penalty: 5306.653320
	Iteration 29Q: 3 clusters Score -8275862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8275859.500000 Penalty: 5306.653320
	Iteration 30Q: 3 clusters Score -8275860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8275848.000000 Penalty: 5306.653320
	Iteration 31Q: 3 clusters Score -8275848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8275849.000000 Penalty: 5306.653320
	Iteration 32Q: 3 clusters Score -8275849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8275844.500000 Penalty: 5306.653320
	Iteration 33Q: 3 clusters Score -8275844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8275840.500000 Penalty: 5306.653320
	Iteration 34Q: 3 clusters Score -8275840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8275837.000000 Penalty: 5306.653320
	Iteration 35Q: 3 clusters Score -8275837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8275847.500000 Penalty: 5306.653320
	Iteration 36Q: 3 clusters Score -8275848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8275846.000000 Penalty: 5306.653320
	Iteration 37Q: 3 clusters Score -8275846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8275845.000000 Penalty: 5306.653320
	Iteration 38Q: 3 clusters Score -8275845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8275847.500000 Penalty: 5306.653320
	Iteration 39Q: 3 clusters Score -8275848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8275845.500000 Penalty: 5306.653320
	Iteration 40F: 3 clusters Score -8275846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8275847.000000 Penalty: 5306.653320
	Iteration 41Q: 3 clusters Score -8275847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8275844.500000 Penalty: 5306.653320
	Iteration 42Q: 3 clusters Score -8275844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8275845.500000 Penalty: 5306.653320
	Iteration 43Q: 3 clusters Score -8275846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8275851.000000 Penalty: 5306.653320
	Iteration 44Q: 3 clusters Score -8275851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8275848.500000 Penalty: 5306.653320
	Iteration 45Q: 3 clusters Score -8275848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8275853.500000 Penalty: 5306.653320
	Iteration 46Q: 3 clusters Score -8275854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8275854.000000 Penalty: 5306.653320
	Iteration 47Q: 3 clusters Score -8275854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8275853.500000 Penalty: 5306.653320
	Iteration 48Q: 3 clusters Score -8275854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8275847.000000 Penalty: 5306.653320
	Iteration 49Q: 3 clusters Score -8275847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8275843.000000 Penalty: 5306.653320
	Iteration 50Q: 3 clusters Score -8275843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8275838.000000 Penalty: 5306.653320
	Iteration 51Q: 3 clusters Score -8275838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8275843.500000 Penalty: 5306.653320
	Iteration 52Q: 3 clusters Score -8275844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8275848.000000 Penalty: 5306.653320
	Iteration 53Q: 3 clusters Score -8275848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8275858.000000 Penalty: 5306.653320
	Iteration 54Q: 3 clusters Score -8275858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8275855.000000 Penalty: 5306.653320
	Iteration 55Q: 3 clusters Score -8275855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8275855.000000 Penalty: 5306.653320
	Iteration 56F: 3 clusters Score -8275855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -96546.156250 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -96546.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -94987.976562 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -94987.98 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -95276.476562 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -95276.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -95372.046875 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -95372.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -95411.820312 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -95411.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -95438.796875 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -95438.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -95460.593750 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -95460.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -95473.812500 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -95473.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -95482.617188 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -95482.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -95492.531250 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -95492.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -95497.554688 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -95497.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -95500.820312 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -95500.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -95500.820312 Penalty: 3128.816650
	Iteration 11F: 3 clusters Score -95500.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Entering Unmasked Estep 
Score: -8713019.000000 Penalty: 2667.505615
	Iteration 0F: 2 clusters Score -8713019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8683515.000000 Penalty: 5335.011230
	Iteration 0F: 3 clusters Score -8683515 nChanged 21558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -8695336.000000 Penalty: 5335.011230
	Iteration 1F: 3 clusters Score -8695336 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -8695997.000000 Penalty: 5335.011230
	Iteration 2Q: 3 clusters Score -8695997 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -8696849.000000 Penalty: 5335.011230
	Iteration 3Q: 3 clusters Score -8696849 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -8698148.000000 Penalty: 5335.011230
	Iteration 4F: 3 clusters Score -8698148 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -8700181.000000 Penalty: 5335.011230
	Iteration 5F: 3 clusters Score -8700181 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -8702987.000000 Penalty: 5335.011230
	Iteration 6F: 3 clusters Score -8702987 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -8706554.000000 Penalty: 5335.011230
	Iteration 7F: 3 clusters Score -8706554 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -8709211.000000 Penalty: 5335.011230
	Iteration 8F: 3 clusters Score -8709211 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -8710292.000000 Penalty: 5335.011230
	Iteration 9Q: 3 clusters Score -8710292 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -8710574.000000 Penalty: 5335.011230
	Iteration 10Q: 3 clusters Score -8710574 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -8710654.000000 Penalty: 5335.011230
	Iteration 11Q: 3 clusters Score -8710654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -8710682.000000 Penalty: 5335.011230
	Iteration 12Q: 3 clusters Score -8710682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -8710712.000000 Penalty: 5335.011230
	Iteration 13Q: 3 clusters Score -8710712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -8710732.000000 Penalty: 5335.011230
	Iteration 14Q: 3 clusters Score -8710732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -8710757.000000 Penalty: 5335.011230
	Iteration 15Q: 3 clusters Score -8710757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -8710763.000000 Penalty: 5335.011230
	Iteration 16Q: 3 clusters Score -8710763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -8710773.000000 Penalty: 5335.011230
	Iteration 17Q: 3 clusters Score -8710773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -8710780.000000 Penalty: 5335.011230
	Iteration 18Q: 3 clusters Score -8710780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -8710780.000000 Penalty: 5335.011230
	Iteration 19F: 3 clusters Score -8710780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Entering Unmasked Estep 
Score: -1791058.375000 Penalty: 2275.045898
	Iteration 0F: 2 clusters Score -1791058 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 4738 members 
Entering Unmasked Estep 
Score: -1783628.000000 Penalty: 4550.091797
	Iteration 0F: 3 clusters Score -1783628 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1785781.000000 Penalty: 4550.091797
	Iteration 1F: 3 clusters Score -1785781 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1786109.875000 Penalty: 4550.091797
	Iteration 2F: 3 clusters Score -1786110 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1786408.625000 Penalty: 4550.091797
	Iteration 3F: 3 clusters Score -1786409 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1786692.375000 Penalty: 4550.091797
	Iteration 4Q: 3 clusters Score -1786692 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1787005.750000 Penalty: 4550.091797
	Iteration 5Q: 3 clusters Score -1787006 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1787246.125000 Penalty: 4550.091797
	Iteration 6Q: 3 clusters Score -1787246 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1787489.375000 Penalty: 4550.091797
	Iteration 7Q: 3 clusters Score -1787489 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1787738.750000 Penalty: 4550.091797
	Iteration 8Q: 3 clusters Score -1787739 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1787962.375000 Penalty: 4550.091797
	Iteration 9Q: 3 clusters Score -1787962 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1788166.000000 Penalty: 4550.091797
	Iteration 10Q: 3 clusters Score -1788166 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1788351.875000 Penalty: 4550.091797
	Iteration 11Q: 3 clusters Score -1788352 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1788486.125000 Penalty: 4550.091797
	Iteration 12Q: 3 clusters Score -1788486 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1788622.750000 Penalty: 4550.091797
	Iteration 13Q: 3 clusters Score -1788623 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1788751.000000 Penalty: 4550.091797
	Iteration 14Q: 3 clusters Score -1788751 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1788855.875000 Penalty: 4550.091797
	Iteration 15Q: 3 clusters Score -1788856 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1788928.250000 Penalty: 4550.091797
	Iteration 16Q: 3 clusters Score -1788928 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1788974.125000 Penalty: 4550.091797
	Iteration 17Q: 3 clusters Score -1788974 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1789014.625000 Penalty: 4550.091797
	Iteration 18Q: 3 clusters Score -1789015 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1789046.875000 Penalty: 4550.091797
	Iteration 19Q: 3 clusters Score -1789047 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1789076.250000 Penalty: 4550.091797
	Iteration 20F: 3 clusters Score -1789076 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1789098.250000 Penalty: 4550.091797
	Iteration 21Q: 3 clusters Score -1789098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1789122.625000 Penalty: 4550.091797
	Iteration 22Q: 3 clusters Score -1789123 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1789140.750000 Penalty: 4550.091797
	Iteration 23Q: 3 clusters Score -1789141 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1789159.875000 Penalty: 4550.091797
	Iteration 24Q: 3 clusters Score -1789160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1789171.250000 Penalty: 4550.091797
	Iteration 25Q: 3 clusters Score -1789171 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1789193.000000 Penalty: 4550.091797
	Iteration 26Q: 3 clusters Score -1789193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1789214.125000 Penalty: 4550.091797
	Iteration 27Q: 3 clusters Score -1789214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1789230.750000 Penalty: 4550.091797
	Iteration 28Q: 3 clusters Score -1789231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1789250.625000 Penalty: 4550.091797
	Iteration 29Q: 3 clusters Score -1789251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1789267.750000 Penalty: 4550.091797
	Iteration 30Q: 3 clusters Score -1789268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1789281.625000 Penalty: 4550.091797
	Iteration 31Q: 3 clusters Score -1789282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1789299.875000 Penalty: 4550.091797
	Iteration 32Q: 3 clusters Score -1789300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1789313.875000 Penalty: 4550.091797
	Iteration 33Q: 3 clusters Score -1789314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1789324.125000 Penalty: 4550.091797
	Iteration 34Q: 3 clusters Score -1789324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1789326.125000 Penalty: 4550.091797
	Iteration 35Q: 3 clusters Score -1789326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1789332.375000 Penalty: 4550.091797
	Iteration 36Q: 3 clusters Score -1789332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1789334.875000 Penalty: 4550.091797
	Iteration 37Q: 3 clusters Score -1789335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1789338.875000 Penalty: 4550.091797
	Iteration 38Q: 3 clusters Score -1789339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1789344.375000 Penalty: 4550.091797
	Iteration 39Q: 3 clusters Score -1789344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1789346.125000 Penalty: 4550.091797
	Iteration 40F: 3 clusters Score -1789346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1789347.125000 Penalty: 4550.091797
	Iteration 41Q: 3 clusters Score -1789347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1789350.500000 Penalty: 4550.091797
	Iteration 42Q: 3 clusters Score -1789350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1789351.000000 Penalty: 4550.091797
	Iteration 43Q: 3 clusters Score -1789351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1789351.750000 Penalty: 4550.091797
	Iteration 44Q: 3 clusters Score -1789352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1789353.500000 Penalty: 4550.091797
	Iteration 45Q: 3 clusters Score -1789354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1789358.750000 Penalty: 4550.091797
	Iteration 46Q: 3 clusters Score -1789359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1789358.000000 Penalty: 4550.091797
	Iteration 47Q: 3 clusters Score -1789358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1789359.000000 Penalty: 4550.091797
	Iteration 48Q: 3 clusters Score -1789359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1789358.125000 Penalty: 4550.091797
	Iteration 49Q: 3 clusters Score -1789358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1789364.250000 Penalty: 4550.091797
	Iteration 50Q: 3 clusters Score -1789364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1789367.750000 Penalty: 4550.091797
	Iteration 51Q: 3 clusters Score -1789368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1789372.250000 Penalty: 4550.091797
	Iteration 52Q: 3 clusters Score -1789372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1789380.625000 Penalty: 4550.091797
	Iteration 53Q: 3 clusters Score -1789381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1789380.250000 Penalty: 4550.091797
	Iteration 54Q: 3 clusters Score -1789380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1789383.625000 Penalty: 4550.091797
	Iteration 55Q: 3 clusters Score -1789384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1789379.625000 Penalty: 4550.091797
	Iteration 56Q: 3 clusters Score -1789380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1789382.750000 Penalty: 4550.091797
	Iteration 57Q: 3 clusters Score -1789383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1789382.250000 Penalty: 4550.091797
	Iteration 58Q: 3 clusters Score -1789382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1789385.125000 Penalty: 4550.091797
	Iteration 59Q: 3 clusters Score -1789385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1789379.125000 Penalty: 4550.091797
	Iteration 60F: 3 clusters Score -1789379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1789381.375000 Penalty: 4550.091797
	Iteration 61Q: 3 clusters Score -1789381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1789387.000000 Penalty: 4550.091797
	Iteration 62Q: 3 clusters Score -1789387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1789389.000000 Penalty: 4550.091797
	Iteration 63Q: 3 clusters Score -1789389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1789385.250000 Penalty: 4550.091797
	Iteration 64Q: 3 clusters Score -1789385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1789382.375000 Penalty: 4550.091797
	Iteration 65Q: 3 clusters Score -1789382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1789387.375000 Penalty: 4550.091797
	Iteration 66Q: 3 clusters Score -1789387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1789389.750000 Penalty: 4550.091797
	Iteration 67Q: 3 clusters Score -1789390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1789390.625000 Penalty: 4550.091797
	Iteration 68Q: 3 clusters Score -1789391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1789389.250000 Penalty: 4550.091797
	Iteration 69Q: 3 clusters Score -1789389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1789389.500000 Penalty: 4550.091797
	Iteration 70Q: 3 clusters Score -1789390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1789392.750000 Penalty: 4550.091797
	Iteration 71Q: 3 clusters Score -1789393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1789388.750000 Penalty: 4550.091797
	Iteration 72Q: 3 clusters Score -1789389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1789391.000000 Penalty: 4550.091797
	Iteration 73Q: 3 clusters Score -1789391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1789391.375000 Penalty: 4550.091797
	Iteration 74Q: 3 clusters Score -1789391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1789393.875000 Penalty: 4550.091797
	Iteration 75Q: 3 clusters Score -1789394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1789395.875000 Penalty: 4550.091797
	Iteration 76Q: 3 clusters Score -1789396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1789396.500000 Penalty: 4550.091797
	Iteration 77Q: 3 clusters Score -1789396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1789398.625000 Penalty: 4550.091797
	Iteration 78Q: 3 clusters Score -1789399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1789397.000000 Penalty: 4550.091797
	Iteration 79Q: 3 clusters Score -1789397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1789397.625000 Penalty: 4550.091797
	Iteration 80F: 3 clusters Score -1789398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1789400.625000 Penalty: 4550.091797
	Iteration 81Q: 3 clusters Score -1789401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1789403.375000 Penalty: 4550.091797
	Iteration 82Q: 3 clusters Score -1789403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1789409.000000 Penalty: 4550.091797
	Iteration 83Q: 3 clusters Score -1789409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1789406.125000 Penalty: 4550.091797
	Iteration 84Q: 3 clusters Score -1789406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1789407.500000 Penalty: 4550.091797
	Iteration 85Q: 3 clusters Score -1789408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1789414.625000 Penalty: 4550.091797
	Iteration 86Q: 3 clusters Score -1789415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1789418.375000 Penalty: 4550.091797
	Iteration 87Q: 3 clusters Score -1789418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1789428.250000 Penalty: 4550.091797
	Iteration 88Q: 3 clusters Score -1789428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1789432.125000 Penalty: 4550.091797
	Iteration 89Q: 3 clusters Score -1789432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1789437.250000 Penalty: 4550.091797
	Iteration 90Q: 3 clusters Score -1789437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1789441.750000 Penalty: 4550.091797
	Iteration 91Q: 3 clusters Score -1789442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1789444.125000 Penalty: 4550.091797
	Iteration 92Q: 3 clusters Score -1789444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1789454.250000 Penalty: 4550.091797
	Iteration 93Q: 3 clusters Score -1789454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1789456.250000 Penalty: 4550.091797
	Iteration 94Q: 3 clusters Score -1789456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1789457.875000 Penalty: 4550.091797
	Iteration 95Q: 3 clusters Score -1789458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1789459.125000 Penalty: 4550.091797
	Iteration 96Q: 3 clusters Score -1789459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1789461.375000 Penalty: 4550.091797
	Iteration 97Q: 3 clusters Score -1789461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1789463.500000 Penalty: 4550.091797
	Iteration 98Q: 3 clusters Score -1789464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1789461.125000 Penalty: 4550.091797
	Iteration 99Q: 3 clusters Score -1789461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1789461.000000 Penalty: 4550.091797
	Iteration 100F: 3 clusters Score -1789461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1789461.500000 Penalty: 4550.091797
	Iteration 101Q: 3 clusters Score -1789462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1789463.875000 Penalty: 4550.091797
	Iteration 102Q: 3 clusters Score -1789464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1789463.375000 Penalty: 4550.091797
	Iteration 103Q: 3 clusters Score -1789463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1789461.750000 Penalty: 4550.091797
	Iteration 104Q: 3 clusters Score -1789462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1789464.125000 Penalty: 4550.091797
	Iteration 105Q: 3 clusters Score -1789464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1789466.625000 Penalty: 4550.091797
	Iteration 106Q: 3 clusters Score -1789467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1789465.875000 Penalty: 4550.091797
	Iteration 107Q: 3 clusters Score -1789466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1789469.000000 Penalty: 4550.091797
	Iteration 108Q: 3 clusters Score -1789469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1789471.500000 Penalty: 4550.091797
	Iteration 109Q: 3 clusters Score -1789472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1789473.500000 Penalty: 4550.091797
	Iteration 110Q: 3 clusters Score -1789474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1789473.250000 Penalty: 4550.091797
	Iteration 111Q: 3 clusters Score -1789473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1789477.500000 Penalty: 4550.091797
	Iteration 112Q: 3 clusters Score -1789478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1789478.250000 Penalty: 4550.091797
	Iteration 113Q: 3 clusters Score -1789478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1789474.125000 Penalty: 4550.091797
	Iteration 114Q: 3 clusters Score -1789474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1789477.375000 Penalty: 4550.091797
	Iteration 115Q: 3 clusters Score -1789477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1789482.500000 Penalty: 4550.091797
	Iteration 116Q: 3 clusters Score -1789482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1789482.125000 Penalty: 4550.091797
	Iteration 117Q: 3 clusters Score -1789482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1789480.125000 Penalty: 4550.091797
	Iteration 118Q: 3 clusters Score -1789480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1789481.750000 Penalty: 4550.091797
	Iteration 119Q: 3 clusters Score -1789482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1789482.000000 Penalty: 4550.091797
	Iteration 120F: 3 clusters Score -1789482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1789479.125000 Penalty: 4550.091797
	Iteration 121Q: 3 clusters Score -1789479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1789482.750000 Penalty: 4550.091797
	Iteration 122Q: 3 clusters Score -1789483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1789487.875000 Penalty: 4550.091797
	Iteration 123Q: 3 clusters Score -1789488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1789484.250000 Penalty: 4550.091797
	Iteration 124Q: 3 clusters Score -1789484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1789485.375000 Penalty: 4550.091797
	Iteration 125Q: 3 clusters Score -1789485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1789484.875000 Penalty: 4550.091797
	Iteration 126Q: 3 clusters Score -1789485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1789487.375000 Penalty: 4550.091797
	Iteration 127Q: 3 clusters Score -1789487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1789490.125000 Penalty: 4550.091797
	Iteration 128Q: 3 clusters Score -1789490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1789490.125000 Penalty: 4550.091797
	Iteration 129F: 3 clusters Score -1789490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -142566.468750 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -142566.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -140882.734375 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -140882.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -141313.359375 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -141313.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -141495.062500 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -141495.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -141561.312500 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -141561.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -141585.703125 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -141585.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -141600.109375 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -141600.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -141611.656250 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -141611.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -141624.218750 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -141624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -141630.953125 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -141631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -141643.171875 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -141643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -141649.140625 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -141649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -141652.468750 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -141652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -141659.093750 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -141659.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -141661.265625 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -141661.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -141661.546875 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -141661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -141661.546875 Penalty: 3325.996826
	Iteration 15F: 3 clusters Score -141661.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -20293.675781 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -20293.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19334.169922 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -19334.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19576.945312 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -19576.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19653.261719 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -19653.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19723.023438 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -19723.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19730.546875 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -19730.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19734.785156 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -19734.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19740.314453 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -19740.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19740.314453 Penalty: 2774.976807
	Iteration 7F: 3 clusters Score -19740.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -93055.632812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -93055.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91454.820312 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91454.82 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91809.414062 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91809.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91950.656250 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -91950.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91990.304688 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -91990.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92021.140625 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -92021.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92036.992188 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -92036.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92053.882812 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -92053.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92059.414062 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -92059.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92065.718750 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -92065.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92072.328125 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -92072.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92088.179688 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -92088.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92097.382812 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -92097.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92111.882812 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -92111.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92127.773438 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -92127.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92161.250000 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -92161.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92183.367188 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -92183.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92199.140625 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -92199.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -92215.773438 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -92215.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92231.992188 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -92231.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92250.031250 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -92250.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92263.062500 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -92263.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92266.132812 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -92266.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -92267.218750 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -92267.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92273.468750 Penalty: 3220.151123
	Iteration 23Q: 3 clusters Score -92273.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92276.054688 Penalty: 3220.151123
	Iteration 24Q: 3 clusters Score -92276.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92282.304688 Penalty: 3220.151123
	Iteration 25Q: 3 clusters Score -92282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92295.882812 Penalty: 3220.151123
	Iteration 26Q: 3 clusters Score -92295.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -92312.632812 Penalty: 3220.151123
	Iteration 27Q: 3 clusters Score -92312.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92334.570312 Penalty: 3220.151123
	Iteration 28Q: 3 clusters Score -92334.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -92348.890625 Penalty: 3220.151123
	Iteration 29Q: 3 clusters Score -92348.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -92367.656250 Penalty: 3220.151123
	Iteration 30Q: 3 clusters Score -92367.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92386.710938 Penalty: 3220.151123
	Iteration 31Q: 3 clusters Score -92386.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92406.953125 Penalty: 3220.151123
	Iteration 32Q: 3 clusters Score -92406.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92437.281250 Penalty: 3220.151123
	Iteration 33Q: 3 clusters Score -92437.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92468.773438 Penalty: 3220.151123
	Iteration 34Q: 3 clusters Score -92468.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92481.648438 Penalty: 3220.151123
	Iteration 35Q: 3 clusters Score -92481.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -92500.085938 Penalty: 3220.151123
	Iteration 36Q: 3 clusters Score -92500.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -92519.187500 Penalty: 3220.151123
	Iteration 37Q: 3 clusters Score -92519.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -92528.546875 Penalty: 3220.151123
	Iteration 38Q: 3 clusters Score -92528.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92556.234375 Penalty: 3220.151123
	Iteration 39Q: 3 clusters Score -92556.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92584.445312 Penalty: 3220.151123
	Iteration 40F: 3 clusters Score -92584.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92686.773438 Penalty: 3220.151123
	Iteration 41Q: 3 clusters Score -92686.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -92747.101562 Penalty: 3220.151123
	Iteration 42Q: 3 clusters Score -92747.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92801.960938 Penalty: 3220.151123
	Iteration 43Q: 3 clusters Score -92801.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92817.421875 Penalty: 3220.151123
	Iteration 44Q: 3 clusters Score -92817.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -92847.312500 Penalty: 3220.151123
	Iteration 45Q: 3 clusters Score -92847.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92870.007812 Penalty: 3220.151123
	Iteration 46Q: 3 clusters Score -92870.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92902.546875 Penalty: 3220.151123
	Iteration 47Q: 3 clusters Score -92902.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -92927.875000 Penalty: 3220.151123
	Iteration 48Q: 3 clusters Score -92927.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92951.117188 Penalty: 3220.151123
	Iteration 49Q: 3 clusters Score -92951.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -92967.953125 Penalty: 3220.151123
	Iteration 50Q: 3 clusters Score -92967.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92972.070312 Penalty: 3220.151123
	Iteration 51Q: 3 clusters Score -92972.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92976.671875 Penalty: 3220.151123
	Iteration 52Q: 3 clusters Score -92976.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92995.796875 Penalty: 3220.151123
	Iteration 53Q: 3 clusters Score -92995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93011.085938 Penalty: 3220.151123
	Iteration 54Q: 3 clusters Score -93011.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -93030.914062 Penalty: 3220.151123
	Iteration 55Q: 3 clusters Score -93030.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93042.078125 Penalty: 3220.151123
	Iteration 56Q: 3 clusters Score -93042.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93051.851562 Penalty: 3220.151123
	Iteration 57Q: 3 clusters Score -93051.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -93057.265625 Penalty: 3220.151123
	Iteration 58Q: 3 clusters Score -93057.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -93070.781250 Penalty: 3220.151123
	Iteration 59Q: 3 clusters Score -93070.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -93087.226562 Penalty: 3220.151123
	Iteration 60F: 3 clusters Score -93087.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93113.476562 Penalty: 3220.151123
	Iteration 61Q: 3 clusters Score -93113.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93127.968750 Penalty: 3220.151123
	Iteration 62Q: 3 clusters Score -93127.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93148.031250 Penalty: 3220.151123
	Iteration 63Q: 3 clusters Score -93148.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93190.406250 Penalty: 3220.151123
	Iteration 64Q: 3 clusters Score -93190.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93231.992188 Penalty: 3220.151123
	Iteration 65Q: 3 clusters Score -93231.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93283.242188 Penalty: 3220.151123
	Iteration 66Q: 3 clusters Score -93283.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93340.585938 Penalty: 3220.151123
	Iteration 67Q: 3 clusters Score -93340.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93373.656250 Penalty: 3220.151123
	Iteration 68Q: 3 clusters Score -93373.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93384.804688 Penalty: 3220.151123
	Iteration 69Q: 3 clusters Score -93384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -93388.601562 Penalty: 3220.151123
	Iteration 70Q: 3 clusters Score -93388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -93409.273438 Penalty: 3220.151123
	Iteration 71Q: 3 clusters Score -93409.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93425.718750 Penalty: 3220.151123
	Iteration 72Q: 3 clusters Score -93425.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -93446.007812 Penalty: 3220.151123
	Iteration 73Q: 3 clusters Score -93446.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -93453.617188 Penalty: 3220.151123
	Iteration 74Q: 3 clusters Score -93453.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93455.062500 Penalty: 3220.151123
	Iteration 75Q: 3 clusters Score -93455.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93455.062500 Penalty: 3220.151123
	Iteration 76F: 3 clusters Score -93455.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 36469 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 45292 members 
Mstep: Class 6 contains 42749 members 
Mstep: Class 7 contains 43411 members 
Mstep: Class 8 contains 47312 members 
Mstep: Class 9 contains 43853 members 
Mstep: Class 10 contains 46034 members 
Mstep: Class 11 contains 8318 members 
Mstep: Class 12 contains 45945 members 
Mstep: Class 13 contains 45701 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24171 members 
Mstep: Class 16 contains 44307 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46914 members 
Mstep: Class 19 contains 9639 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 368 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Mstep: Class 25 contains 292 members 
Entering Unmasked Estep 
Score: -106671728.000000 Penalty: 82330.929688
Splitting cluster 22 changes total score from -106673248.000000 to -106671728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -51309.917969 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -51309.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49900.996094 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -49901 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50174.820312 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -50174.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50376.257812 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -50376.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50582.996094 Penalty: 3067.337891
	Iteration 3F: 3 clusters Score -50583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50716.429688 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -50716.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50777.347656 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -50777.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50826.625000 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -50826.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50869.828125 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -50869.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50877.105469 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -50877.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50891.125000 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -50891.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50904.316406 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -50904.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50932.941406 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -50932.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50973.714844 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -50973.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51001.500000 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -51001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51017.109375 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -51017.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51028.945312 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -51028.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51028.945312 Penalty: 3067.337891
	Iteration 16F: 3 clusters Score -51028.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -87921.171875 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -87921.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86287.921875 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -86287.92 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86592.234375 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -86592.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86700.437500 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -86700.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86738.335938 Penalty: 3229.825684
	Iteration 3Q: 3 clusters Score -86738.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86791.078125 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -86791.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86831.445312 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -86831.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86857.195312 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -86857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86882.039062 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -86882.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86940.671875 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -86940.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86973.859375 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -86973.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87004.554688 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -87004.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87012.046875 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -87012.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -87030.328125 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -87030.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -87059.421875 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -87059.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87107.437500 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -87107.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87131.632812 Penalty: 3229.825684
	Iteration 15Q: 3 clusters Score -87131.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87184.601562 Penalty: 3229.825684
	Iteration 16Q: 3 clusters Score -87184.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87239.867188 Penalty: 3229.825684
	Iteration 17Q: 3 clusters Score -87239.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87305.992188 Penalty: 3229.825684
	Iteration 18Q: 3 clusters Score -87305.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87322.343750 Penalty: 3229.825684
	Iteration 19Q: 3 clusters Score -87322.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87348.359375 Penalty: 3229.825684
	Iteration 20F: 3 clusters Score -87348.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87383.687500 Penalty: 3229.825684
	Iteration 21Q: 3 clusters Score -87383.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87411.765625 Penalty: 3229.825684
	Iteration 22Q: 3 clusters Score -87411.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87431.031250 Penalty: 3229.825684
	Iteration 23Q: 3 clusters Score -87431.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87437.125000 Penalty: 3229.825684
	Iteration 24Q: 3 clusters Score -87437.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87437.953125 Penalty: 3229.825684
	Iteration 25Q: 3 clusters Score -87437.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87437.953125 Penalty: 3229.825684
	Iteration 26F: 3 clusters Score -87437.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 36469 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 45292 members 
Mstep: Class 6 contains 42749 members 
Mstep: Class 7 contains 43411 members 
Mstep: Class 8 contains 47312 members 
Mstep: Class 9 contains 43853 members 
Mstep: Class 10 contains 46034 members 
Mstep: Class 11 contains 8318 members 
Mstep: Class 12 contains 45945 members 
Mstep: Class 13 contains 45701 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24171 members 
Mstep: Class 16 contains 44307 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46914 members 
Mstep: Class 19 contains 9639 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673080.000000 Penalty: 79037.695312
Iteration 319Q: 25 clusters Score -1.066731e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5449 members 
Mstep: Class 3 contains 36524 members 
Mstep: Class 4 contains 42139 members 
Mstep: Class 5 contains 45280 members 
Mstep: Class 6 contains 42826 members 
Mstep: Class 7 contains 43410 members 
Mstep: Class 8 contains 47297 members 
Mstep: Class 9 contains 43818 members 
Mstep: Class 10 contains 46019 members 
Mstep: Class 11 contains 8316 members 
Mstep: Class 12 contains 45980 members 
Mstep: Class 13 contains 45701 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24169 members 
Mstep: Class 16 contains 44306 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46912 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673000.000000 Penalty: 79037.695312
Iteration 320F: 25 clusters Score -1.06673e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 36595 members 
Mstep: Class 4 contains 42117 members 
Mstep: Class 5 contains 45315 members 
Mstep: Class 6 contains 42888 members 
Mstep: Class 7 contains 43407 members 
Mstep: Class 8 contains 47276 members 
Mstep: Class 9 contains 43785 members 
Mstep: Class 10 contains 46023 members 
Mstep: Class 11 contains 8314 members 
Mstep: Class 12 contains 45962 members 
Mstep: Class 13 contains 45704 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24173 members 
Mstep: Class 16 contains 44319 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46890 members 
Mstep: Class 19 contains 9485 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672840.000000 Penalty: 79037.695312
Iteration 321Q: 25 clusters Score -1.066728e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5475 members 
Mstep: Class 3 contains 36648 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 45351 members 
Mstep: Class 6 contains 42932 members 
Mstep: Class 7 contains 43403 members 
Mstep: Class 8 contains 47282 members 
Mstep: Class 9 contains 43742 members 
Mstep: Class 10 contains 45980 members 
Mstep: Class 11 contains 8316 members 
Mstep: Class 12 contains 45951 members 
Mstep: Class 13 contains 45711 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24174 members 
Mstep: Class 16 contains 44361 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46885 members 
Mstep: Class 19 contains 9409 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672920.000000 Penalty: 79037.695312
Iteration 322Q: 25 clusters Score -1.066729e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 36695 members 
Mstep: Class 4 contains 42078 members 
Mstep: Class 5 contains 45379 members 
Mstep: Class 6 contains 42949 members 
Mstep: Class 7 contains 43398 members 
Mstep: Class 8 contains 47301 members 
Mstep: Class 9 contains 43718 members 
Mstep: Class 10 contains 45945 members 
Mstep: Class 11 contains 8321 members 
Mstep: Class 12 contains 45955 members 
Mstep: Class 13 contains 45693 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24173 members 
Mstep: Class 16 contains 44414 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46868 members 
Mstep: Class 19 contains 9346 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672992.000000 Penalty: 79037.695312
Iteration 323Q: 25 clusters Score -1.06673e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5499 members 
Mstep: Class 3 contains 36727 members 
Mstep: Class 4 contains 42070 members 
Mstep: Class 5 contains 45422 members 
Mstep: Class 6 contains 42951 members 
Mstep: Class 7 contains 43402 members 
Mstep: Class 8 contains 47334 members 
Mstep: Class 9 contains 43670 members 
Mstep: Class 10 contains 45929 members 
Mstep: Class 11 contains 8322 members 
Mstep: Class 12 contains 45949 members 
Mstep: Class 13 contains 45651 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24168 members 
Mstep: Class 16 contains 44466 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46880 members 
Mstep: Class 19 contains 9275 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673160.000000 Penalty: 79037.695312
Iteration 324Q: 25 clusters Score -1.066732e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 36765 members 
Mstep: Class 4 contains 42072 members 
Mstep: Class 5 contains 45444 members 
Mstep: Class 6 contains 42939 members 
Mstep: Class 7 contains 43442 members 
Mstep: Class 8 contains 47344 members 
Mstep: Class 9 contains 43643 members 
Mstep: Class 10 contains 45902 members 
Mstep: Class 11 contains 8326 members 
Mstep: Class 12 contains 45941 members 
Mstep: Class 13 contains 45626 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24160 members 
Mstep: Class 16 contains 44517 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46878 members 
Mstep: Class 19 contains 9204 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673008.000000 Penalty: 79037.695312
Iteration 325Q: 25 clusters Score -1.06673e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5523 members 
Mstep: Class 3 contains 36800 members 
Mstep: Class 4 contains 42070 members 
Mstep: Class 5 contains 45500 members 
Mstep: Class 6 contains 42945 members 
Mstep: Class 7 contains 43467 members 
Mstep: Class 8 contains 47384 members 
Mstep: Class 9 contains 43595 members 
Mstep: Class 10 contains 45898 members 
Mstep: Class 11 contains 8325 members 
Mstep: Class 12 contains 45920 members 
Mstep: Class 13 contains 45604 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24150 members 
Mstep: Class 16 contains 44547 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46854 members 
Mstep: Class 19 contains 9134 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672992.000000 Penalty: 79037.695312
Iteration 326Q: 25 clusters Score -1.06673e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 36869 members 
Mstep: Class 4 contains 42043 members 
Mstep: Class 5 contains 45539 members 
Mstep: Class 6 contains 42931 members 
Mstep: Class 7 contains 43475 members 
Mstep: Class 8 contains 47424 members 
Mstep: Class 9 contains 43567 members 
Mstep: Class 10 contains 45894 members 
Mstep: Class 11 contains 8328 members 
Mstep: Class 12 contains 45918 members 
Mstep: Class 13 contains 45587 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24143 members 
Mstep: Class 16 contains 44579 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46842 members 
Mstep: Class 19 contains 9050 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673224.000000 Penalty: 79037.695312
Iteration 327Q: 25 clusters Score -1.066732e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5542 members 
Mstep: Class 3 contains 36930 members 
Mstep: Class 4 contains 42025 members 
Mstep: Class 5 contains 45558 members 
Mstep: Class 6 contains 42903 members 
Mstep: Class 7 contains 43485 members 
Mstep: Class 8 contains 47425 members 
Mstep: Class 9 contains 43514 members 
Mstep: Class 10 contains 45913 members 
Mstep: Class 11 contains 8327 members 
Mstep: Class 12 contains 45920 members 
Mstep: Class 13 contains 45563 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24141 members 
Mstep: Class 16 contains 44658 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46842 members 
Mstep: Class 19 contains 8969 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673368.000000 Penalty: 79037.695312
Iteration 328Q: 25 clusters Score -1.066734e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 37003 members 
Mstep: Class 4 contains 41993 members 
Mstep: Class 5 contains 45551 members 
Mstep: Class 6 contains 42911 members 
Mstep: Class 7 contains 43497 members 
Mstep: Class 8 contains 47436 members 
Mstep: Class 9 contains 43499 members 
Mstep: Class 10 contains 45923 members 
Mstep: Class 11 contains 8334 members 
Mstep: Class 12 contains 45921 members 
Mstep: Class 13 contains 45547 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24136 members 
Mstep: Class 16 contains 44721 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46801 members 
Mstep: Class 19 contains 8890 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673192.000000 Penalty: 79037.695312
Iteration 329Q: 25 clusters Score -1.066732e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5561 members 
Mstep: Class 3 contains 37067 members 
Mstep: Class 4 contains 41974 members 
Mstep: Class 5 contains 45556 members 
Mstep: Class 6 contains 42916 members 
Mstep: Class 7 contains 43475 members 
Mstep: Class 8 contains 47451 members 
Mstep: Class 9 contains 43496 members 
Mstep: Class 10 contains 45912 members 
Mstep: Class 11 contains 8343 members 
Mstep: Class 12 contains 45922 members 
Mstep: Class 13 contains 45545 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24127 members 
Mstep: Class 16 contains 44776 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46782 members 
Mstep: Class 19 contains 8812 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673288.000000 Penalty: 79037.695312
Iteration 330Q: 25 clusters Score -1.066733e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 37091 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 45601 members 
Mstep: Class 6 contains 42904 members 
Mstep: Class 7 contains 43449 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 43489 members 
Mstep: Class 10 contains 45941 members 
Mstep: Class 11 contains 8351 members 
Mstep: Class 12 contains 45930 members 
Mstep: Class 13 contains 45528 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24108 members 
Mstep: Class 16 contains 44828 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46756 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673392.000000 Penalty: 79037.695312
Iteration 331Q: 25 clusters Score -1.066734e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5594 members 
Mstep: Class 3 contains 37110 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 45642 members 
Mstep: Class 6 contains 42860 members 
Mstep: Class 7 contains 43427 members 
Mstep: Class 8 contains 47483 members 
Mstep: Class 9 contains 43492 members 
Mstep: Class 10 contains 45945 members 
Mstep: Class 11 contains 8361 members 
Mstep: Class 12 contains 45952 members 
Mstep: Class 13 contains 45478 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24091 members 
Mstep: Class 16 contains 44929 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 8626 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673408.000000 Penalty: 79037.695312
Iteration 332Q: 25 clusters Score -1.066734e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5604 members 
Mstep: Class 3 contains 37130 members 
Mstep: Class 4 contains 41974 members 
Mstep: Class 5 contains 45693 members 
Mstep: Class 6 contains 42837 members 
Mstep: Class 7 contains 43423 members 
Mstep: Class 8 contains 47520 members 
Mstep: Class 9 contains 43502 members 
Mstep: Class 10 contains 45933 members 
Mstep: Class 11 contains 8371 members 
Mstep: Class 12 contains 45973 members 
Mstep: Class 13 contains 45391 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24079 members 
Mstep: Class 16 contains 45002 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46757 members 
Mstep: Class 19 contains 8526 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673304.000000 Penalty: 79037.695312
Iteration 333Q: 25 clusters Score -1.066733e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 37151 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 45745 members 
Mstep: Class 6 contains 42809 members 
Mstep: Class 7 contains 43406 members 
Mstep: Class 8 contains 47536 members 
Mstep: Class 9 contains 43506 members 
Mstep: Class 10 contains 45910 members 
Mstep: Class 11 contains 8382 members 
Mstep: Class 12 contains 45985 members 
Mstep: Class 13 contains 45338 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24067 members 
Mstep: Class 16 contains 45101 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46766 members 
Mstep: Class 19 contains 8425 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673512.000000 Penalty: 79037.695312
Iteration 334Q: 25 clusters Score -1.066735e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5617 members 
Mstep: Class 3 contains 37179 members 
Mstep: Class 4 contains 41961 members 
Mstep: Class 5 contains 45829 members 
Mstep: Class 6 contains 42766 members 
Mstep: Class 7 contains 43413 members 
Mstep: Class 8 contains 47552 members 
Mstep: Class 9 contains 43518 members 
Mstep: Class 10 contains 45883 members 
Mstep: Class 11 contains 8394 members 
Mstep: Class 12 contains 45994 members 
Mstep: Class 13 contains 45319 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24057 members 
Mstep: Class 16 contains 45157 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46732 members 
Mstep: Class 19 contains 8344 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673712.000000 Penalty: 79037.695312
Iteration 335Q: 25 clusters Score -1.066737e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5627 members 
Mstep: Class 3 contains 37211 members 
Mstep: Class 4 contains 41960 members 
Mstep: Class 5 contains 45884 members 
Mstep: Class 6 contains 42748 members 
Mstep: Class 7 contains 43423 members 
Mstep: Class 8 contains 47561 members 
Mstep: Class 9 contains 43522 members 
Mstep: Class 10 contains 45837 members 
Mstep: Class 11 contains 8405 members 
Mstep: Class 12 contains 45988 members 
Mstep: Class 13 contains 45293 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24050 members 
Mstep: Class 16 contains 45232 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46714 members 
Mstep: Class 19 contains 8260 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673776.000000 Penalty: 79037.695312
Iteration 336Q: 25 clusters Score -1.066738e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5636 members 
Mstep: Class 3 contains 37220 members 
Mstep: Class 4 contains 41974 members 
Mstep: Class 5 contains 45918 members 
Mstep: Class 6 contains 42738 members 
Mstep: Class 7 contains 43430 members 
Mstep: Class 8 contains 47583 members 
Mstep: Class 9 contains 43515 members 
Mstep: Class 10 contains 45807 members 
Mstep: Class 11 contains 8408 members 
Mstep: Class 12 contains 46017 members 
Mstep: Class 13 contains 45266 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24047 members 
Mstep: Class 16 contains 45269 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46707 members 
Mstep: Class 19 contains 8181 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673640.000000 Penalty: 79037.695312
Iteration 337Q: 25 clusters Score -1.066736e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5647 members 
Mstep: Class 3 contains 37247 members 
Mstep: Class 4 contains 41983 members 
Mstep: Class 5 contains 45940 members 
Mstep: Class 6 contains 42728 members 
Mstep: Class 7 contains 43447 members 
Mstep: Class 8 contains 47594 members 
Mstep: Class 9 contains 43495 members 
Mstep: Class 10 contains 45823 members 
Mstep: Class 11 contains 8411 members 
Mstep: Class 12 contains 46050 members 
Mstep: Class 13 contains 45247 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24044 members 
Mstep: Class 16 contains 45300 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46662 members 
Mstep: Class 19 contains 8097 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673720.000000 Penalty: 79037.695312
Iteration 338Q: 25 clusters Score -1.066737e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5654 members 
Mstep: Class 3 contains 37303 members 
Mstep: Class 4 contains 41984 members 
Mstep: Class 5 contains 45961 members 
Mstep: Class 6 contains 42724 members 
Mstep: Class 7 contains 43479 members 
Mstep: Class 8 contains 47613 members 
Mstep: Class 9 contains 43483 members 
Mstep: Class 10 contains 45840 members 
Mstep: Class 11 contains 8411 members 
Mstep: Class 12 contains 46055 members 
Mstep: Class 13 contains 45229 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24035 members 
Mstep: Class 16 contains 45322 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46621 members 
Mstep: Class 19 contains 8001 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673656.000000 Penalty: 79037.695312
Iteration 339Q: 25 clusters Score -1.066737e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5663 members 
Mstep: Class 3 contains 37372 members 
Mstep: Class 4 contains 41962 members 
Mstep: Class 5 contains 45970 members 
Mstep: Class 6 contains 42725 members 
Mstep: Class 7 contains 43515 members 
Mstep: Class 8 contains 47653 members 
Mstep: Class 9 contains 43465 members 
Mstep: Class 10 contains 45841 members 
Mstep: Class 11 contains 8417 members 
Mstep: Class 12 contains 46045 members 
Mstep: Class 13 contains 45214 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24028 members 
Mstep: Class 16 contains 45335 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46605 members 
Mstep: Class 19 contains 7905 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673552.000000 Penalty: 79037.695312
Iteration 340F: 25 clusters Score -1.066736e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5671 members 
Mstep: Class 3 contains 37443 members 
Mstep: Class 4 contains 41945 members 
Mstep: Class 5 contains 45993 members 
Mstep: Class 6 contains 42737 members 
Mstep: Class 7 contains 43558 members 
Mstep: Class 8 contains 47666 members 
Mstep: Class 9 contains 43456 members 
Mstep: Class 10 contains 45808 members 
Mstep: Class 11 contains 8421 members 
Mstep: Class 12 contains 46025 members 
Mstep: Class 13 contains 45207 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24016 members 
Mstep: Class 16 contains 45343 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46602 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673752.000000 Penalty: 79037.695312
Iteration 341Q: 25 clusters Score -1.066738e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5681 members 
Mstep: Class 3 contains 37493 members 
Mstep: Class 4 contains 41945 members 
Mstep: Class 5 contains 45986 members 
Mstep: Class 6 contains 42747 members 
Mstep: Class 7 contains 43572 members 
Mstep: Class 8 contains 47702 members 
Mstep: Class 9 contains 43432 members 
Mstep: Class 10 contains 45816 members 
Mstep: Class 11 contains 8426 members 
Mstep: Class 12 contains 46016 members 
Mstep: Class 13 contains 45220 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24007 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46587 members 
Mstep: Class 19 contains 7741 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673768.000000 Penalty: 79037.695312
Iteration 342Q: 25 clusters Score -1.066738e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 37527 members 
Mstep: Class 4 contains 41939 members 
Mstep: Class 5 contains 45997 members 
Mstep: Class 6 contains 42754 members 
Mstep: Class 7 contains 43552 members 
Mstep: Class 8 contains 47733 members 
Mstep: Class 9 contains 43427 members 
Mstep: Class 10 contains 45802 members 
Mstep: Class 11 contains 8429 members 
Mstep: Class 12 contains 46014 members 
Mstep: Class 13 contains 45268 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 24002 members 
Mstep: Class 16 contains 45340 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46582 members 
Mstep: Class 19 contains 7662 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673608.000000 Penalty: 79037.695312
Iteration 343Q: 25 clusters Score -1.066736e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5687 members 
Mstep: Class 3 contains 37550 members 
Mstep: Class 4 contains 41932 members 
Mstep: Class 5 contains 46015 members 
Mstep: Class 6 contains 42758 members 
Mstep: Class 7 contains 43570 members 
Mstep: Class 8 contains 47751 members 
Mstep: Class 9 contains 43415 members 
Mstep: Class 10 contains 45791 members 
Mstep: Class 11 contains 8434 members 
Mstep: Class 12 contains 46038 members 
Mstep: Class 13 contains 45278 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23995 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46564 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673592.000000 Penalty: 79037.695312
Iteration 344Q: 25 clusters Score -1.066736e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 37591 members 
Mstep: Class 4 contains 41925 members 
Mstep: Class 5 contains 46031 members 
Mstep: Class 6 contains 42771 members 
Mstep: Class 7 contains 43596 members 
Mstep: Class 8 contains 47743 members 
Mstep: Class 9 contains 43404 members 
Mstep: Class 10 contains 45774 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 46054 members 
Mstep: Class 13 contains 45317 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23987 members 
Mstep: Class 16 contains 45321 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46551 members 
Mstep: Class 19 contains 7517 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673320.000000 Penalty: 79037.695312
Iteration 345Q: 25 clusters Score -1.066733e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5701 members 
Mstep: Class 3 contains 37617 members 
Mstep: Class 4 contains 41928 members 
Mstep: Class 5 contains 46043 members 
Mstep: Class 6 contains 42787 members 
Mstep: Class 7 contains 43596 members 
Mstep: Class 8 contains 47742 members 
Mstep: Class 9 contains 43387 members 
Mstep: Class 10 contains 45800 members 
Mstep: Class 11 contains 8440 members 
Mstep: Class 12 contains 46068 members 
Mstep: Class 13 contains 45333 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23977 members 
Mstep: Class 16 contains 45320 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46529 members 
Mstep: Class 19 contains 7445 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673256.000000 Penalty: 79037.695312
Iteration 346Q: 25 clusters Score -1.066733e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5709 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 41915 members 
Mstep: Class 5 contains 46059 members 
Mstep: Class 6 contains 42802 members 
Mstep: Class 7 contains 43621 members 
Mstep: Class 8 contains 47735 members 
Mstep: Class 9 contains 43356 members 
Mstep: Class 10 contains 45819 members 
Mstep: Class 11 contains 8450 members 
Mstep: Class 12 contains 46064 members 
Mstep: Class 13 contains 45385 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23969 members 
Mstep: Class 16 contains 45303 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46529 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673344.000000 Penalty: 79037.695312
Iteration 347Q: 25 clusters Score -1.066733e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 37661 members 
Mstep: Class 4 contains 41903 members 
Mstep: Class 5 contains 46076 members 
Mstep: Class 6 contains 42819 members 
Mstep: Class 7 contains 43654 members 
Mstep: Class 8 contains 47721 members 
Mstep: Class 9 contains 43320 members 
Mstep: Class 10 contains 45832 members 
Mstep: Class 11 contains 8451 members 
Mstep: Class 12 contains 46048 members 
Mstep: Class 13 contains 45465 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23966 members 
Mstep: Class 16 contains 45291 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46513 members 
Mstep: Class 19 contains 7281 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673256.000000 Penalty: 79037.695312
Iteration 348Q: 25 clusters Score -1.066733e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 37691 members 
Mstep: Class 4 contains 41889 members 
Mstep: Class 5 contains 46122 members 
Mstep: Class 6 contains 42806 members 
Mstep: Class 7 contains 43667 members 
Mstep: Class 8 contains 47695 members 
Mstep: Class 9 contains 43305 members 
Mstep: Class 10 contains 45865 members 
Mstep: Class 11 contains 8455 members 
Mstep: Class 12 contains 46040 members 
Mstep: Class 13 contains 45517 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23963 members 
Mstep: Class 16 contains 45262 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46523 members 
Mstep: Class 19 contains 7197 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673248.000000 Penalty: 79037.695312
Iteration 349Q: 25 clusters Score -1.066732e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5731 members 
Mstep: Class 3 contains 37712 members 
Mstep: Class 4 contains 41879 members 
Mstep: Class 5 contains 46147 members 
Mstep: Class 6 contains 42798 members 
Mstep: Class 7 contains 43701 members 
Mstep: Class 8 contains 47663 members 
Mstep: Class 9 contains 43285 members 
Mstep: Class 10 contains 45865 members 
Mstep: Class 11 contains 8467 members 
Mstep: Class 12 contains 46033 members 
Mstep: Class 13 contains 45592 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23951 members 
Mstep: Class 16 contains 45236 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46549 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673400.000000 Penalty: 79037.695312
Iteration 350Q: 25 clusters Score -1.066734e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 37739 members 
Mstep: Class 4 contains 41881 members 
Mstep: Class 5 contains 46174 members 
Mstep: Class 6 contains 42799 members 
Mstep: Class 7 contains 43720 members 
Mstep: Class 8 contains 47658 members 
Mstep: Class 9 contains 43263 members 
Mstep: Class 10 contains 45843 members 
Mstep: Class 11 contains 8473 members 
Mstep: Class 12 contains 46032 members 
Mstep: Class 13 contains 45627 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23941 members 
Mstep: Class 16 contains 45253 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46538 members 
Mstep: Class 19 contains 7034 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673304.000000 Penalty: 79037.695312
Iteration 351Q: 25 clusters Score -1.066733e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 3 contains 37771 members 
Mstep: Class 4 contains 41888 members 
Mstep: Class 5 contains 46209 members 
Mstep: Class 6 contains 42775 members 
Mstep: Class 7 contains 43713 members 
Mstep: Class 8 contains 47656 members 
Mstep: Class 9 contains 43246 members 
Mstep: Class 10 contains 45837 members 
Mstep: Class 11 contains 8476 members 
Mstep: Class 12 contains 46051 members 
Mstep: Class 13 contains 45669 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23935 members 
Mstep: Class 16 contains 45265 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46509 members 
Mstep: Class 19 contains 6971 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673040.000000 Penalty: 79037.695312
Iteration 352Q: 25 clusters Score -1.06673e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 3 contains 37797 members 
Mstep: Class 4 contains 41903 members 
Mstep: Class 5 contains 46251 members 
Mstep: Class 6 contains 42760 members 
Mstep: Class 7 contains 43723 members 
Mstep: Class 8 contains 47661 members 
Mstep: Class 9 contains 43234 members 
Mstep: Class 10 contains 45840 members 
Mstep: Class 11 contains 8474 members 
Mstep: Class 12 contains 46053 members 
Mstep: Class 13 contains 45661 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23932 members 
Mstep: Class 16 contains 45289 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46484 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673104.000000 Penalty: 79037.695312
Iteration 353Q: 25 clusters Score -1.066731e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 37792 members 
Mstep: Class 4 contains 41914 members 
Mstep: Class 5 contains 46271 members 
Mstep: Class 6 contains 42756 members 
Mstep: Class 7 contains 43731 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 43232 members 
Mstep: Class 10 contains 45829 members 
Mstep: Class 11 contains 8478 members 
Mstep: Class 12 contains 46075 members 
Mstep: Class 13 contains 45671 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23921 members 
Mstep: Class 16 contains 45300 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46470 members 
Mstep: Class 19 contains 6846 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672928.000000 Penalty: 79037.695312
Iteration 354Q: 25 clusters Score -1.066729e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5746 members 
Mstep: Class 3 contains 37783 members 
Mstep: Class 4 contains 41913 members 
Mstep: Class 5 contains 46286 members 
Mstep: Class 6 contains 42772 members 
Mstep: Class 7 contains 43730 members 
Mstep: Class 8 contains 47697 members 
Mstep: Class 9 contains 43204 members 
Mstep: Class 10 contains 45847 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 46075 members 
Mstep: Class 13 contains 45691 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23912 members 
Mstep: Class 16 contains 45321 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46461 members 
Mstep: Class 19 contains 6793 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672744.000000 Penalty: 79037.695312
Iteration 355Q: 25 clusters Score -1.066727e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5753 members 
Mstep: Class 3 contains 37797 members 
Mstep: Class 4 contains 41905 members 
Mstep: Class 5 contains 46293 members 
Mstep: Class 6 contains 42773 members 
Mstep: Class 7 contains 43712 members 
Mstep: Class 8 contains 47679 members 
Mstep: Class 9 contains 43200 members 
Mstep: Class 10 contains 45857 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 46087 members 
Mstep: Class 13 contains 45759 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23901 members 
Mstep: Class 16 contains 45336 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46439 members 
Mstep: Class 19 contains 6735 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672880.000000 Penalty: 79037.695312
Iteration 356Q: 25 clusters Score -1.066729e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5759 members 
Mstep: Class 3 contains 37819 members 
Mstep: Class 4 contains 41904 members 
Mstep: Class 5 contains 46312 members 
Mstep: Class 6 contains 42779 members 
Mstep: Class 7 contains 43714 members 
Mstep: Class 8 contains 47665 members 
Mstep: Class 9 contains 43212 members 
Mstep: Class 10 contains 45812 members 
Mstep: Class 11 contains 8495 members 
Mstep: Class 12 contains 46089 members 
Mstep: Class 13 contains 45832 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23882 members 
Mstep: Class 16 contains 45358 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46412 members 
Mstep: Class 19 contains 6672 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672696.000000 Penalty: 79037.695312
Iteration 357Q: 25 clusters Score -1.066727e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5769 members 
Mstep: Class 3 contains 37851 members 
Mstep: Class 4 contains 41898 members 
Mstep: Class 5 contains 46342 members 
Mstep: Class 6 contains 42785 members 
Mstep: Class 7 contains 43734 members 
Mstep: Class 8 contains 47650 members 
Mstep: Class 9 contains 43209 members 
Mstep: Class 10 contains 45814 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 46062 members 
Mstep: Class 13 contains 45851 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23875 members 
Mstep: Class 16 contains 45391 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46372 members 
Mstep: Class 19 contains 6609 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672656.000000 Penalty: 79037.695312
Iteration 358Q: 25 clusters Score -1.066727e+08 nChanged 1298
Entering ConstructFrom: 
Score: -106672656.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -405599.093750 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -405599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -402765.437500 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -402765.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -403461.781250 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -403461.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -403737.625000 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -403737.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -403914.593750 Penalty: 3854.030762
	Iteration 3F: 3 clusters Score -403914.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -404028.312500 Penalty: 3854.030762
	Iteration 4Q: 3 clusters Score -404028.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -404154.281250 Penalty: 3854.030762
	Iteration 5Q: 3 clusters Score -404154.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -404322.593750 Penalty: 3854.030762
	Iteration 6Q: 3 clusters Score -404322.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -404502.468750 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -404502.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -404675.562500 Penalty: 3854.030762
	Iteration 8F: 3 clusters Score -404675.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -404817.031250 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -404817 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -404912.218750 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -404912.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -405010.218750 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -405010.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -405099.625000 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -405099.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -405190.312500 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -405190.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -405256.500000 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -405256.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -405280.093750 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -405280.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -405294.281250 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -405294.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -405300.812500 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -405300.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -405305.562500 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -405305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -405309.343750 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -405309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -405315.218750 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -405315.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -405327.156250 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -405327.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -405332.593750 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -405332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -405333.625000 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -405333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -405333.625000 Penalty: 3854.030762
	Iteration 24F: 3 clusters Score -405333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Entering Unmasked Estep 
Score: -1064805.125000 Penalty: 2148.215332
	Iteration 0F: 2 clusters Score -1064805 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 2856 members 
Entering Unmasked Estep 
Score: -1059785.375000 Penalty: 4296.430664
	Iteration 0F: 3 clusters Score -1059785 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1061077.250000 Penalty: 4296.430664
	Iteration 1F: 3 clusters Score -1061077 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1061296.250000 Penalty: 4296.430664
	Iteration 2F: 3 clusters Score -1061296 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1061418.250000 Penalty: 4296.430664
	Iteration 3Q: 3 clusters Score -1061418 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1061499.750000 Penalty: 4296.430664
	Iteration 4Q: 3 clusters Score -1061500 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1061554.375000 Penalty: 4296.430664
	Iteration 5Q: 3 clusters Score -1061554 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1061595.375000 Penalty: 4296.430664
	Iteration 6Q: 3 clusters Score -1061595 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1061628.875000 Penalty: 4296.430664
	Iteration 7Q: 3 clusters Score -1061629 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1061661.125000 Penalty: 4296.430664
	Iteration 8Q: 3 clusters Score -1061661 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1061693.250000 Penalty: 4296.430664
	Iteration 9Q: 3 clusters Score -1061693 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1061722.000000 Penalty: 4296.430664
	Iteration 10Q: 3 clusters Score -1061722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1061748.000000 Penalty: 4296.430664
	Iteration 11Q: 3 clusters Score -1061748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1061771.000000 Penalty: 4296.430664
	Iteration 12Q: 3 clusters Score -1061771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1061790.250000 Penalty: 4296.430664
	Iteration 13Q: 3 clusters Score -1061790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1061808.875000 Penalty: 4296.430664
	Iteration 14Q: 3 clusters Score -1061809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1061826.000000 Penalty: 4296.430664
	Iteration 15Q: 3 clusters Score -1061826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1061843.250000 Penalty: 4296.430664
	Iteration 16Q: 3 clusters Score -1061843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1061866.875000 Penalty: 4296.430664
	Iteration 17Q: 3 clusters Score -1061867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1061904.500000 Penalty: 4296.430664
	Iteration 18Q: 3 clusters Score -1061904 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1061947.875000 Penalty: 4296.430664
	Iteration 19Q: 3 clusters Score -1061948 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1062000.375000 Penalty: 4296.430664
	Iteration 20F: 3 clusters Score -1062000 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1062052.875000 Penalty: 4296.430664
	Iteration 21Q: 3 clusters Score -1062053 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1062107.375000 Penalty: 4296.430664
	Iteration 22Q: 3 clusters Score -1062107 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1062166.125000 Penalty: 4296.430664
	Iteration 23Q: 3 clusters Score -1062166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1062250.250000 Penalty: 4296.430664
	Iteration 24Q: 3 clusters Score -1062250 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1062348.750000 Penalty: 4296.430664
	Iteration 25Q: 3 clusters Score -1062349 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1062438.750000 Penalty: 4296.430664
	Iteration 26Q: 3 clusters Score -1062439 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1062514.000000 Penalty: 4296.430664
	Iteration 27Q: 3 clusters Score -1062514 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1062599.125000 Penalty: 4296.430664
	Iteration 28Q: 3 clusters Score -1062599 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1062671.625000 Penalty: 4296.430664
	Iteration 29Q: 3 clusters Score -1062672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1062727.000000 Penalty: 4296.430664
	Iteration 30Q: 3 clusters Score -1062727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1062769.250000 Penalty: 4296.430664
	Iteration 31Q: 3 clusters Score -1062769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1062805.375000 Penalty: 4296.430664
	Iteration 32Q: 3 clusters Score -1062805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1062836.250000 Penalty: 4296.430664
	Iteration 33Q: 3 clusters Score -1062836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1062858.125000 Penalty: 4296.430664
	Iteration 34Q: 3 clusters Score -1062858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1062871.125000 Penalty: 4296.430664
	Iteration 35Q: 3 clusters Score -1062871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1062883.875000 Penalty: 4296.430664
	Iteration 36Q: 3 clusters Score -1062884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1062895.000000 Penalty: 4296.430664
	Iteration 37Q: 3 clusters Score -1062895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1062903.625000 Penalty: 4296.430664
	Iteration 38Q: 3 clusters Score -1062904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1062905.750000 Penalty: 4296.430664
	Iteration 39Q: 3 clusters Score -1062906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1062909.250000 Penalty: 4296.430664
	Iteration 40F: 3 clusters Score -1062909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1062911.625000 Penalty: 4296.430664
	Iteration 41Q: 3 clusters Score -1062912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1062914.000000 Penalty: 4296.430664
	Iteration 42Q: 3 clusters Score -1062914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1062915.500000 Penalty: 4296.430664
	Iteration 43Q: 3 clusters Score -1062916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1062918.000000 Penalty: 4296.430664
	Iteration 44Q: 3 clusters Score -1062918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1062921.500000 Penalty: 4296.430664
	Iteration 45Q: 3 clusters Score -1062922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1062921.875000 Penalty: 4296.430664
	Iteration 46Q: 3 clusters Score -1062922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1062921.875000 Penalty: 4296.430664
	Iteration 47F: 3 clusters Score -1062922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Entering Unmasked Estep 
Score: -7005485.000000 Penalty: 2614.493164
	Iteration 0F: 2 clusters Score -7005485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -6980022.500000 Penalty: 5228.986328
	Iteration 0F: 3 clusters Score -6980022 nChanged 17265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -6989316.500000 Penalty: 5228.986328
	Iteration 1F: 3 clusters Score -6989316 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -6989768.500000 Penalty: 5228.986328
	Iteration 2Q: 3 clusters Score -6989768 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -6990232.000000 Penalty: 5228.986328
	Iteration 3Q: 3 clusters Score -6990232 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -6990679.000000 Penalty: 5228.986328
	Iteration 4Q: 3 clusters Score -6990679 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -6991188.000000 Penalty: 5228.986328
	Iteration 5Q: 3 clusters Score -6991188 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -6991845.500000 Penalty: 5228.986328
	Iteration 6Q: 3 clusters Score -6991846 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -6992804.500000 Penalty: 5228.986328
	Iteration 7Q: 3 clusters Score -6992804 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -6994194.500000 Penalty: 5228.986328
	Iteration 8F: 3 clusters Score -6994194 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -6996092.500000 Penalty: 5228.986328
	Iteration 9F: 3 clusters Score -6996092 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -6998120.500000 Penalty: 5228.986328
	Iteration 10F: 3 clusters Score -6998120 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -6999924.000000 Penalty: 5228.986328
	Iteration 11F: 3 clusters Score -6999924 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -7001243.000000 Penalty: 5228.986328
	Iteration 12Q: 3 clusters Score -7001243 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -7002107.000000 Penalty: 5228.986328
	Iteration 13Q: 3 clusters Score -7002107 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -7002561.500000 Penalty: 5228.986328
	Iteration 14Q: 3 clusters Score -7002562 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -7002869.500000 Penalty: 5228.986328
	Iteration 15Q: 3 clusters Score -7002870 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -7002987.500000 Penalty: 5228.986328
	Iteration 16Q: 3 clusters Score -7002988 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -7003068.000000 Penalty: 5228.986328
	Iteration 17Q: 3 clusters Score -7003068 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -7003122.500000 Penalty: 5228.986328
	Iteration 18Q: 3 clusters Score -7003122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -7003158.500000 Penalty: 5228.986328
	Iteration 19Q: 3 clusters Score -7003158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -7003180.500000 Penalty: 5228.986328
	Iteration 20F: 3 clusters Score -7003180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -7003196.500000 Penalty: 5228.986328
	Iteration 21Q: 3 clusters Score -7003196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -7003216.000000 Penalty: 5228.986328
	Iteration 22Q: 3 clusters Score -7003216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -7003238.000000 Penalty: 5228.986328
	Iteration 23Q: 3 clusters Score -7003238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -7003261.500000 Penalty: 5228.986328
	Iteration 24Q: 3 clusters Score -7003262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -7003275.000000 Penalty: 5228.986328
	Iteration 25Q: 3 clusters Score -7003275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -7003287.000000 Penalty: 5228.986328
	Iteration 26Q: 3 clusters Score -7003287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -7003297.000000 Penalty: 5228.986328
	Iteration 27Q: 3 clusters Score -7003297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -7003308.000000 Penalty: 5228.986328
	Iteration 28Q: 3 clusters Score -7003308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -7003316.500000 Penalty: 5228.986328
	Iteration 29Q: 3 clusters Score -7003316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -7003324.500000 Penalty: 5228.986328
	Iteration 30Q: 3 clusters Score -7003324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -7003334.000000 Penalty: 5228.986328
	Iteration 31Q: 3 clusters Score -7003334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -7003335.000000 Penalty: 5228.986328
	Iteration 32Q: 3 clusters Score -7003335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -7003335.000000 Penalty: 5228.986328
	Iteration 33Q: 3 clusters Score -7003335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -7003335.000000 Penalty: 5228.986328
	Iteration 34F: 3 clusters Score -7003335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Entering Unmasked Estep 
Score: -7702656.000000 Penalty: 2639.420898
	Iteration 0F: 2 clusters Score -7702656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -7674519.500000 Penalty: 5278.841797
	Iteration 0F: 3 clusters Score -7674520 nChanged 19148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -7684790.500000 Penalty: 5278.841797
	Iteration 1F: 3 clusters Score -7684790 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -7685220.000000 Penalty: 5278.841797
	Iteration 2Q: 3 clusters Score -7685220 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -7685561.500000 Penalty: 5278.841797
	Iteration 3Q: 3 clusters Score -7685562 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -7685934.500000 Penalty: 5278.841797
	Iteration 4Q: 3 clusters Score -7685934 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -7686217.500000 Penalty: 5278.841797
	Iteration 5Q: 3 clusters Score -7686218 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -7686549.000000 Penalty: 5278.841797
	Iteration 6Q: 3 clusters Score -7686549 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -7686926.500000 Penalty: 5278.841797
	Iteration 7Q: 3 clusters Score -7686926 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -7687297.500000 Penalty: 5278.841797
	Iteration 8Q: 3 clusters Score -7687298 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -7687983.000000 Penalty: 5278.841797
	Iteration 9Q: 3 clusters Score -7687983 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -7688916.000000 Penalty: 5278.841797
	Iteration 10Q: 3 clusters Score -7688916 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -7690305.000000 Penalty: 5278.841797
	Iteration 11F: 3 clusters Score -7690305 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -7692046.500000 Penalty: 5278.841797
	Iteration 12F: 3 clusters Score -7692046 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -7693716.000000 Penalty: 5278.841797
	Iteration 13Q: 3 clusters Score -7693716 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -7695027.000000 Penalty: 5278.841797
	Iteration 14Q: 3 clusters Score -7695027 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -7695892.500000 Penalty: 5278.841797
	Iteration 15Q: 3 clusters Score -7695892 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -7696588.000000 Penalty: 5278.841797
	Iteration 16Q: 3 clusters Score -7696588 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -7697118.500000 Penalty: 5278.841797
	Iteration 17Q: 3 clusters Score -7697118 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -7697606.500000 Penalty: 5278.841797
	Iteration 18Q: 3 clusters Score -7697606 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -7698042.000000 Penalty: 5278.841797
	Iteration 19Q: 3 clusters Score -7698042 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7698408.000000 Penalty: 5278.841797
	Iteration 20F: 3 clusters Score -7698408 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -7698760.500000 Penalty: 5278.841797
	Iteration 21Q: 3 clusters Score -7698760 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7699105.500000 Penalty: 5278.841797
	Iteration 22Q: 3 clusters Score -7699106 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7699389.000000 Penalty: 5278.841797
	Iteration 23Q: 3 clusters Score -7699389 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7699613.000000 Penalty: 5278.841797
	Iteration 24Q: 3 clusters Score -7699613 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7699774.000000 Penalty: 5278.841797
	Iteration 25Q: 3 clusters Score -7699774 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7699894.500000 Penalty: 5278.841797
	Iteration 26Q: 3 clusters Score -7699894 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7700034.500000 Penalty: 5278.841797
	Iteration 27Q: 3 clusters Score -7700034 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7700089.000000 Penalty: 5278.841797
	Iteration 28Q: 3 clusters Score -7700089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7700126.500000 Penalty: 5278.841797
	Iteration 29Q: 3 clusters Score -7700126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7700174.000000 Penalty: 5278.841797
	Iteration 30Q: 3 clusters Score -7700174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7700211.000000 Penalty: 5278.841797
	Iteration 31Q: 3 clusters Score -7700211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7700241.500000 Penalty: 5278.841797
	Iteration 32Q: 3 clusters Score -7700242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7700251.000000 Penalty: 5278.841797
	Iteration 33Q: 3 clusters Score -7700251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7700267.500000 Penalty: 5278.841797
	Iteration 34Q: 3 clusters Score -7700268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7700271.500000 Penalty: 5278.841797
	Iteration 35Q: 3 clusters Score -7700272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7700291.500000 Penalty: 5278.841797
	Iteration 36Q: 3 clusters Score -7700292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7700301.000000 Penalty: 5278.841797
	Iteration 37Q: 3 clusters Score -7700301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7700301.000000 Penalty: 5278.841797
	Iteration 38Q: 3 clusters Score -7700301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7700315.500000 Penalty: 5278.841797
	Iteration 39Q: 3 clusters Score -7700316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7700331.500000 Penalty: 5278.841797
	Iteration 40F: 3 clusters Score -7700332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7700329.500000 Penalty: 5278.841797
	Iteration 41Q: 3 clusters Score -7700330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7700330.500000 Penalty: 5278.841797
	Iteration 42Q: 3 clusters Score -7700330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7700332.500000 Penalty: 5278.841797
	Iteration 43Q: 3 clusters Score -7700332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7700335.000000 Penalty: 5278.841797
	Iteration 44Q: 3 clusters Score -7700335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7700335.000000 Penalty: 5278.841797
	Iteration 45F: 3 clusters Score -7700335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Entering Unmasked Estep 
Score: -8646099.000000 Penalty: 2664.463379
	Iteration 0F: 2 clusters Score -8646099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -8616768.000000 Penalty: 5328.926758
	Iteration 0F: 3 clusters Score -8616768 nChanged 21317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -8628306.000000 Penalty: 5328.926758
	Iteration 1F: 3 clusters Score -8628306 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -8628731.000000 Penalty: 5328.926758
	Iteration 2Q: 3 clusters Score -8628731 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -8629052.000000 Penalty: 5328.926758
	Iteration 3Q: 3 clusters Score -8629052 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -8629407.000000 Penalty: 5328.926758
	Iteration 4Q: 3 clusters Score -8629407 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -8629720.000000 Penalty: 5328.926758
	Iteration 5Q: 3 clusters Score -8629720 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -8630036.000000 Penalty: 5328.926758
	Iteration 6Q: 3 clusters Score -8630036 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -8630354.000000 Penalty: 5328.926758
	Iteration 7Q: 3 clusters Score -8630354 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -8630820.000000 Penalty: 5328.926758
	Iteration 8Q: 3 clusters Score -8630820 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -8631520.000000 Penalty: 5328.926758
	Iteration 9Q: 3 clusters Score -8631520 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -8632639.000000 Penalty: 5328.926758
	Iteration 10F: 3 clusters Score -8632639 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -8634322.000000 Penalty: 5328.926758
	Iteration 11F: 3 clusters Score -8634322 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -8636821.000000 Penalty: 5328.926758
	Iteration 12F: 3 clusters Score -8636821 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -8639678.000000 Penalty: 5328.926758
	Iteration 13F: 3 clusters Score -8639678 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8641955.000000 Penalty: 5328.926758
	Iteration 14F: 3 clusters Score -8641955 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -8642928.000000 Penalty: 5328.926758
	Iteration 15Q: 3 clusters Score -8642928 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -8643379.000000 Penalty: 5328.926758
	Iteration 16Q: 3 clusters Score -8643379 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -8643564.000000 Penalty: 5328.926758
	Iteration 17Q: 3 clusters Score -8643564 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -8643681.000000 Penalty: 5328.926758
	Iteration 18Q: 3 clusters Score -8643681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8643723.000000 Penalty: 5328.926758
	Iteration 19Q: 3 clusters Score -8643723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -8643756.000000 Penalty: 5328.926758
	Iteration 20F: 3 clusters Score -8643756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8643785.000000 Penalty: 5328.926758
	Iteration 21Q: 3 clusters Score -8643785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -8643803.000000 Penalty: 5328.926758
	Iteration 22Q: 3 clusters Score -8643803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -8643797.000000 Penalty: 5328.926758
	Iteration 23Q: 3 clusters Score -8643797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8643809.000000 Penalty: 5328.926758
	Iteration 24Q: 3 clusters Score -8643809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8643816.000000 Penalty: 5328.926758
	Iteration 25Q: 3 clusters Score -8643816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8643817.000000 Penalty: 5328.926758
	Iteration 26Q: 3 clusters Score -8643817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8643817.000000 Penalty: 5328.926758
	Iteration 27F: 3 clusters Score -8643817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Entering Unmasked Estep 
Score: -7937215.500000 Penalty: 2644.901123
	Iteration 0F: 2 clusters Score -7937216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -7908869.000000 Penalty: 5289.802246
	Iteration 0F: 3 clusters Score -7908869 nChanged 19664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -7919884.500000 Penalty: 5289.802246
	Iteration 1F: 3 clusters Score -7919884 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -7920841.000000 Penalty: 5289.802246
	Iteration 2Q: 3 clusters Score -7920841 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -7922160.000000 Penalty: 5289.802246
	Iteration 3Q: 3 clusters Score -7922160 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -7923839.500000 Penalty: 5289.802246
	Iteration 4F: 3 clusters Score -7923840 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -7925695.000000 Penalty: 5289.802246
	Iteration 5F: 3 clusters Score -7925695 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -7927624.000000 Penalty: 5289.802246
	Iteration 6F: 3 clusters Score -7927624 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -7929472.000000 Penalty: 5289.802246
	Iteration 7F: 3 clusters Score -7929472 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -7931190.000000 Penalty: 5289.802246
	Iteration 8F: 3 clusters Score -7931190 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -7932316.000000 Penalty: 5289.802246
	Iteration 9Q: 3 clusters Score -7932316 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -7932993.000000 Penalty: 5289.802246
	Iteration 10Q: 3 clusters Score -7932993 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -7933400.000000 Penalty: 5289.802246
	Iteration 11Q: 3 clusters Score -7933400 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -7933795.500000 Penalty: 5289.802246
	Iteration 12Q: 3 clusters Score -7933796 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -7934139.000000 Penalty: 5289.802246
	Iteration 13Q: 3 clusters Score -7934139 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -7934450.000000 Penalty: 5289.802246
	Iteration 14Q: 3 clusters Score -7934450 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -7934786.000000 Penalty: 5289.802246
	Iteration 15Q: 3 clusters Score -7934786 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -7935055.000000 Penalty: 5289.802246
	Iteration 16Q: 3 clusters Score -7935055 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -7935273.500000 Penalty: 5289.802246
	Iteration 17Q: 3 clusters Score -7935274 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -7935425.500000 Penalty: 5289.802246
	Iteration 18Q: 3 clusters Score -7935426 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -7935560.500000 Penalty: 5289.802246
	Iteration 19Q: 3 clusters Score -7935560 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -7935648.000000 Penalty: 5289.802246
	Iteration 20F: 3 clusters Score -7935648 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -7935734.000000 Penalty: 5289.802246
	Iteration 21Q: 3 clusters Score -7935734 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -7935804.500000 Penalty: 5289.802246
	Iteration 22Q: 3 clusters Score -7935804 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -7935867.500000 Penalty: 5289.802246
	Iteration 23Q: 3 clusters Score -7935868 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -7935934.500000 Penalty: 5289.802246
	Iteration 24Q: 3 clusters Score -7935934 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -7936005.000000 Penalty: 5289.802246
	Iteration 25Q: 3 clusters Score -7936005 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -7936029.000000 Penalty: 5289.802246
	Iteration 26Q: 3 clusters Score -7936029 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -7936087.500000 Penalty: 5289.802246
	Iteration 27Q: 3 clusters Score -7936088 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -7936096.500000 Penalty: 5289.802246
	Iteration 28Q: 3 clusters Score -7936096 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -7936120.500000 Penalty: 5289.802246
	Iteration 29Q: 3 clusters Score -7936120 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -7936166.500000 Penalty: 5289.802246
	Iteration 30Q: 3 clusters Score -7936166 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -7936230.000000 Penalty: 5289.802246
	Iteration 31Q: 3 clusters Score -7936230 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -7936254.500000 Penalty: 5289.802246
	Iteration 32Q: 3 clusters Score -7936254 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -7936292.500000 Penalty: 5289.802246
	Iteration 33Q: 3 clusters Score -7936292 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -7936314.000000 Penalty: 5289.802246
	Iteration 34Q: 3 clusters Score -7936314 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -7936367.000000 Penalty: 5289.802246
	Iteration 35Q: 3 clusters Score -7936367 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -7936390.000000 Penalty: 5289.802246
	Iteration 36Q: 3 clusters Score -7936390 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -7936419.500000 Penalty: 5289.802246
	Iteration 37Q: 3 clusters Score -7936420 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -7936447.500000 Penalty: 5289.802246
	Iteration 38Q: 3 clusters Score -7936448 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -7936447.500000 Penalty: 5289.802246
	Iteration 39Q: 3 clusters Score -7936448 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -7936480.500000 Penalty: 5289.802246
	Iteration 40F: 3 clusters Score -7936480 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -7936497.500000 Penalty: 5289.802246
	Iteration 41Q: 3 clusters Score -7936498 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -7936522.000000 Penalty: 5289.802246
	Iteration 42Q: 3 clusters Score -7936522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -7936541.500000 Penalty: 5289.802246
	Iteration 43Q: 3 clusters Score -7936542 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -7936547.500000 Penalty: 5289.802246
	Iteration 44Q: 3 clusters Score -7936548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -7936577.500000 Penalty: 5289.802246
	Iteration 45Q: 3 clusters Score -7936578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -7936587.500000 Penalty: 5289.802246
	Iteration 46Q: 3 clusters Score -7936588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -7936609.000000 Penalty: 5289.802246
	Iteration 47Q: 3 clusters Score -7936609 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -7936597.000000 Penalty: 5289.802246
	Iteration 48Q: 3 clusters Score -7936597 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -7936609.000000 Penalty: 5289.802246
	Iteration 49Q: 3 clusters Score -7936609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -7936622.000000 Penalty: 5289.802246
	Iteration 50Q: 3 clusters Score -7936622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -7936640.500000 Penalty: 5289.802246
	Iteration 51Q: 3 clusters Score -7936640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -7936664.000000 Penalty: 5289.802246
	Iteration 52Q: 3 clusters Score -7936664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -7936658.500000 Penalty: 5289.802246
	Iteration 53Q: 3 clusters Score -7936658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -7936676.500000 Penalty: 5289.802246
	Iteration 54Q: 3 clusters Score -7936676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -7936675.000000 Penalty: 5289.802246
	Iteration 55Q: 3 clusters Score -7936675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -7936684.000000 Penalty: 5289.802246
	Iteration 56Q: 3 clusters Score -7936684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -7936687.500000 Penalty: 5289.802246
	Iteration 57Q: 3 clusters Score -7936688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -7936690.500000 Penalty: 5289.802246
	Iteration 58Q: 3 clusters Score -7936690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -7936698.500000 Penalty: 5289.802246
	Iteration 59Q: 3 clusters Score -7936698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -7936718.500000 Penalty: 5289.802246
	Iteration 60F: 3 clusters Score -7936718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -7936725.500000 Penalty: 5289.802246
	Iteration 61Q: 3 clusters Score -7936726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -7936718.000000 Penalty: 5289.802246
	Iteration 62Q: 3 clusters Score -7936718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -7936740.000000 Penalty: 5289.802246
	Iteration 63Q: 3 clusters Score -7936740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -7936737.000000 Penalty: 5289.802246
	Iteration 64Q: 3 clusters Score -7936737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -7936748.500000 Penalty: 5289.802246
	Iteration 65Q: 3 clusters Score -7936748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -7936733.000000 Penalty: 5289.802246
	Iteration 66Q: 3 clusters Score -7936733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -7936738.000000 Penalty: 5289.802246
	Iteration 67Q: 3 clusters Score -7936738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -7936727.000000 Penalty: 5289.802246
	Iteration 68Q: 3 clusters Score -7936727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -7936734.500000 Penalty: 5289.802246
	Iteration 69Q: 3 clusters Score -7936734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -7936747.000000 Penalty: 5289.802246
	Iteration 70Q: 3 clusters Score -7936747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -7936749.000000 Penalty: 5289.802246
	Iteration 71Q: 3 clusters Score -7936749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -7936741.500000 Penalty: 5289.802246
	Iteration 72Q: 3 clusters Score -7936742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -7936743.500000 Penalty: 5289.802246
	Iteration 73Q: 3 clusters Score -7936744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -7936742.000000 Penalty: 5289.802246
	Iteration 74Q: 3 clusters Score -7936742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -7936752.500000 Penalty: 5289.802246
	Iteration 75Q: 3 clusters Score -7936752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -7936747.000000 Penalty: 5289.802246
	Iteration 76Q: 3 clusters Score -7936747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -7936759.000000 Penalty: 5289.802246
	Iteration 77Q: 3 clusters Score -7936759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -7936760.000000 Penalty: 5289.802246
	Iteration 78Q: 3 clusters Score -7936760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -7936757.500000 Penalty: 5289.802246
	Iteration 79Q: 3 clusters Score -7936758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -7936761.500000 Penalty: 5289.802246
	Iteration 80F: 3 clusters Score -7936762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -7936772.500000 Penalty: 5289.802246
	Iteration 81Q: 3 clusters Score -7936772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -7936781.500000 Penalty: 5289.802246
	Iteration 82Q: 3 clusters Score -7936782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -7936779.000000 Penalty: 5289.802246
	Iteration 83Q: 3 clusters Score -7936779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -7936791.000000 Penalty: 5289.802246
	Iteration 84Q: 3 clusters Score -7936791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -7936786.500000 Penalty: 5289.802246
	Iteration 85Q: 3 clusters Score -7936786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -7936800.500000 Penalty: 5289.802246
	Iteration 86Q: 3 clusters Score -7936800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -7936789.500000 Penalty: 5289.802246
	Iteration 87Q: 3 clusters Score -7936790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -7936784.500000 Penalty: 5289.802246
	Iteration 88Q: 3 clusters Score -7936784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -7936780.500000 Penalty: 5289.802246
	Iteration 89Q: 3 clusters Score -7936780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -7936790.500000 Penalty: 5289.802246
	Iteration 90Q: 3 clusters Score -7936790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -7936789.000000 Penalty: 5289.802246
	Iteration 91Q: 3 clusters Score -7936789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -7936791.000000 Penalty: 5289.802246
	Iteration 92Q: 3 clusters Score -7936791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -7936796.500000 Penalty: 5289.802246
	Iteration 93Q: 3 clusters Score -7936796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -7936796.000000 Penalty: 5289.802246
	Iteration 94Q: 3 clusters Score -7936796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -7936794.000000 Penalty: 5289.802246
	Iteration 95Q: 3 clusters Score -7936794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -7936794.000000 Penalty: 5289.802246
	Iteration 96Q: 3 clusters Score -7936794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -7936790.500000 Penalty: 5289.802246
	Iteration 97Q: 3 clusters Score -7936790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -7936789.000000 Penalty: 5289.802246
	Iteration 98Q: 3 clusters Score -7936789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -7936784.500000 Penalty: 5289.802246
	Iteration 99Q: 3 clusters Score -7936784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -7936794.500000 Penalty: 5289.802246
	Iteration 100F: 3 clusters Score -7936794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -7936792.500000 Penalty: 5289.802246
	Iteration 101Q: 3 clusters Score -7936792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -7936786.500000 Penalty: 5289.802246
	Iteration 102Q: 3 clusters Score -7936786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -7936783.000000 Penalty: 5289.802246
	Iteration 103Q: 3 clusters Score -7936783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -7936779.500000 Penalty: 5289.802246
	Iteration 104Q: 3 clusters Score -7936780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -7936780.000000 Penalty: 5289.802246
	Iteration 105Q: 3 clusters Score -7936780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -7936784.000000 Penalty: 5289.802246
	Iteration 106Q: 3 clusters Score -7936784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -7936779.500000 Penalty: 5289.802246
	Iteration 107Q: 3 clusters Score -7936780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -7936774.500000 Penalty: 5289.802246
	Iteration 108Q: 3 clusters Score -7936774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -7936775.500000 Penalty: 5289.802246
	Iteration 109Q: 3 clusters Score -7936776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -7936779.500000 Penalty: 5289.802246
	Iteration 110Q: 3 clusters Score -7936780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -7936774.500000 Penalty: 5289.802246
	Iteration 111Q: 3 clusters Score -7936774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -7936774.500000 Penalty: 5289.802246
	Iteration 112F: 3 clusters Score -7936774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Entering Unmasked Estep 
Score: -8100349.000000 Penalty: 2650.132568
	Iteration 0F: 2 clusters Score -8100349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -8071838.000000 Penalty: 5300.265137
	Iteration 0F: 3 clusters Score -8071838 nChanged 20012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -8082890.500000 Penalty: 5300.265137
	Iteration 1F: 3 clusters Score -8082890 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -8083422.000000 Penalty: 5300.265137
	Iteration 2Q: 3 clusters Score -8083422 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -8083843.000000 Penalty: 5300.265137
	Iteration 3Q: 3 clusters Score -8083843 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8084269.000000 Penalty: 5300.265137
	Iteration 4Q: 3 clusters Score -8084269 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -8084776.000000 Penalty: 5300.265137
	Iteration 5Q: 3 clusters Score -8084776 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -8085318.000000 Penalty: 5300.265137
	Iteration 6Q: 3 clusters Score -8085318 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -8086183.000000 Penalty: 5300.265137
	Iteration 7Q: 3 clusters Score -8086183 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -8087364.000000 Penalty: 5300.265137
	Iteration 8Q: 3 clusters Score -8087364 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -8088940.500000 Penalty: 5300.265137
	Iteration 9F: 3 clusters Score -8088940 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -8090727.000000 Penalty: 5300.265137
	Iteration 10F: 3 clusters Score -8090727 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -8092578.500000 Penalty: 5300.265137
	Iteration 11F: 3 clusters Score -8092578 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -8094056.500000 Penalty: 5300.265137
	Iteration 12Q: 3 clusters Score -8094056 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -8095245.500000 Penalty: 5300.265137
	Iteration 13Q: 3 clusters Score -8095246 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -8096142.500000 Penalty: 5300.265137
	Iteration 14Q: 3 clusters Score -8096142 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -8096822.000000 Penalty: 5300.265137
	Iteration 15Q: 3 clusters Score -8096822 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -8097369.500000 Penalty: 5300.265137
	Iteration 16Q: 3 clusters Score -8097370 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -8097740.500000 Penalty: 5300.265137
	Iteration 17Q: 3 clusters Score -8097740 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -8097907.500000 Penalty: 5300.265137
	Iteration 18Q: 3 clusters Score -8097908 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -8098022.500000 Penalty: 5300.265137
	Iteration 19Q: 3 clusters Score -8098022 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -8098091.500000 Penalty: 5300.265137
	Iteration 20F: 3 clusters Score -8098092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -8098120.000000 Penalty: 5300.265137
	Iteration 21Q: 3 clusters Score -8098120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -8098138.000000 Penalty: 5300.265137
	Iteration 22Q: 3 clusters Score -8098138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -8098165.500000 Penalty: 5300.265137
	Iteration 23Q: 3 clusters Score -8098166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -8098196.000000 Penalty: 5300.265137
	Iteration 24Q: 3 clusters Score -8098196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -8098209.000000 Penalty: 5300.265137
	Iteration 25Q: 3 clusters Score -8098209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8098202.500000 Penalty: 5300.265137
	Iteration 26Q: 3 clusters Score -8098202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -8098209.500000 Penalty: 5300.265137
	Iteration 27Q: 3 clusters Score -8098210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -8098239.000000 Penalty: 5300.265137
	Iteration 28Q: 3 clusters Score -8098239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -8098249.500000 Penalty: 5300.265137
	Iteration 29Q: 3 clusters Score -8098250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -8098258.500000 Penalty: 5300.265137
	Iteration 30Q: 3 clusters Score -8098258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -8098253.500000 Penalty: 5300.265137
	Iteration 31Q: 3 clusters Score -8098254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -8098257.000000 Penalty: 5300.265137
	Iteration 32Q: 3 clusters Score -8098257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -8098257.500000 Penalty: 5300.265137
	Iteration 33Q: 3 clusters Score -8098258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -8098255.000000 Penalty: 5300.265137
	Iteration 34Q: 3 clusters Score -8098255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -8098258.000000 Penalty: 5300.265137
	Iteration 35Q: 3 clusters Score -8098258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -8098258.000000 Penalty: 5300.265137
	Iteration 36F: 3 clusters Score -8098258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Entering Unmasked Estep 
Score: -8904865.000000 Penalty: 2671.225830
	Iteration 0F: 2 clusters Score -8904865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -8876164.000000 Penalty: 5342.451660
	Iteration 0F: 3 clusters Score -8876164 nChanged 21760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -8888208.000000 Penalty: 5342.451660
	Iteration 1F: 3 clusters Score -8888208 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -8888871.000000 Penalty: 5342.451660
	Iteration 2Q: 3 clusters Score -8888871 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -8889592.000000 Penalty: 5342.451660
	Iteration 3Q: 3 clusters Score -8889592 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -8890523.000000 Penalty: 5342.451660
	Iteration 4Q: 3 clusters Score -8890523 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -8891657.000000 Penalty: 5342.451660
	Iteration 5Q: 3 clusters Score -8891657 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -8893149.000000 Penalty: 5342.451660
	Iteration 6F: 3 clusters Score -8893149 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -8895041.000000 Penalty: 5342.451660
	Iteration 7F: 3 clusters Score -8895041 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -8897231.000000 Penalty: 5342.451660
	Iteration 8F: 3 clusters Score -8897231 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -8899367.000000 Penalty: 5342.451660
	Iteration 9F: 3 clusters Score -8899367 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -8901051.000000 Penalty: 5342.451660
	Iteration 10Q: 3 clusters Score -8901051 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -8902187.000000 Penalty: 5342.451660
	Iteration 11Q: 3 clusters Score -8902187 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -8902959.000000 Penalty: 5342.451660
	Iteration 12Q: 3 clusters Score -8902959 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -8903374.000000 Penalty: 5342.451660
	Iteration 13Q: 3 clusters Score -8903374 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -8903646.000000 Penalty: 5342.451660
	Iteration 14Q: 3 clusters Score -8903646 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8903744.000000 Penalty: 5342.451660
	Iteration 15Q: 3 clusters Score -8903744 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -8903817.000000 Penalty: 5342.451660
	Iteration 16Q: 3 clusters Score -8903817 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8903891.000000 Penalty: 5342.451660
	Iteration 17Q: 3 clusters Score -8903891 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8903814.000000 Penalty: 5342.451660
	Iteration 18Q: 3 clusters Score -8903814 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8903801.000000 Penalty: 5342.451660
	Iteration 19Q: 3 clusters Score -8903801 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8903736.000000 Penalty: 5342.451660
	Iteration 20F: 3 clusters Score -8903736 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8903660.000000 Penalty: 5342.451660
	Iteration 21Q: 3 clusters Score -8903660 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8903652.000000 Penalty: 5342.451660
	Iteration 22Q: 3 clusters Score -8903652 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8903628.000000 Penalty: 5342.451660
	Iteration 23Q: 3 clusters Score -8903628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8903593.000000 Penalty: 5342.451660
	Iteration 24Q: 3 clusters Score -8903593 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8903570.000000 Penalty: 5342.451660
	Iteration 25Q: 3 clusters Score -8903570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8903531.000000 Penalty: 5342.451660
	Iteration 26Q: 3 clusters Score -8903531 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8903515.000000 Penalty: 5342.451660
	Iteration 27Q: 3 clusters Score -8903515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8903514.000000 Penalty: 5342.451660
	Iteration 28Q: 3 clusters Score -8903514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8903484.000000 Penalty: 5342.451660
	Iteration 29Q: 3 clusters Score -8903484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8903480.000000 Penalty: 5342.451660
	Iteration 30Q: 3 clusters Score -8903480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8903460.000000 Penalty: 5342.451660
	Iteration 31Q: 3 clusters Score -8903460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8903423.000000 Penalty: 5342.451660
	Iteration 32Q: 3 clusters Score -8903423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8903413.000000 Penalty: 5342.451660
	Iteration 33Q: 3 clusters Score -8903413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8903411.000000 Penalty: 5342.451660
	Iteration 34Q: 3 clusters Score -8903411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8903397.000000 Penalty: 5342.451660
	Iteration 35Q: 3 clusters Score -8903397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8903392.000000 Penalty: 5342.451660
	Iteration 36Q: 3 clusters Score -8903392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8903397.000000 Penalty: 5342.451660
	Iteration 37Q: 3 clusters Score -8903397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8903386.000000 Penalty: 5342.451660
	Iteration 38Q: 3 clusters Score -8903386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8903391.000000 Penalty: 5342.451660
	Iteration 39Q: 3 clusters Score -8903391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8903389.000000 Penalty: 5342.451660
	Iteration 40F: 3 clusters Score -8903389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8903384.000000 Penalty: 5342.451660
	Iteration 41Q: 3 clusters Score -8903384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8903377.000000 Penalty: 5342.451660
	Iteration 42Q: 3 clusters Score -8903377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8903377.000000 Penalty: 5342.451660
	Iteration 43Q: 3 clusters Score -8903377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8903364.000000 Penalty: 5342.451660
	Iteration 44Q: 3 clusters Score -8903364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8903360.000000 Penalty: 5342.451660
	Iteration 45Q: 3 clusters Score -8903360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8903355.000000 Penalty: 5342.451660
	Iteration 46Q: 3 clusters Score -8903355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8903361.000000 Penalty: 5342.451660
	Iteration 47Q: 3 clusters Score -8903361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8903367.000000 Penalty: 5342.451660
	Iteration 48Q: 3 clusters Score -8903367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8903361.000000 Penalty: 5342.451660
	Iteration 49Q: 3 clusters Score -8903361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8903359.000000 Penalty: 5342.451660
	Iteration 50Q: 3 clusters Score -8903359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8903357.000000 Penalty: 5342.451660
	Iteration 51Q: 3 clusters Score -8903357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8903353.000000 Penalty: 5342.451660
	Iteration 52Q: 3 clusters Score -8903353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8903350.000000 Penalty: 5342.451660
	Iteration 53Q: 3 clusters Score -8903350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8903352.000000 Penalty: 5342.451660
	Iteration 54Q: 3 clusters Score -8903352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8903352.000000 Penalty: 5342.451660
	Iteration 55Q: 3 clusters Score -8903352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8903352.000000 Penalty: 5342.451660
	Iteration 56F: 3 clusters Score -8903352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Entering Unmasked Estep 
Score: -7941098.000000 Penalty: 2647.045898
	Iteration 0F: 2 clusters Score -7941098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -7912091.500000 Penalty: 5294.091797
	Iteration 0F: 3 clusters Score -7912092 nChanged 19872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -7923331.500000 Penalty: 5294.091797
	Iteration 1F: 3 clusters Score -7923332 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -7923971.500000 Penalty: 5294.091797
	Iteration 2Q: 3 clusters Score -7923972 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -7924656.500000 Penalty: 5294.091797
	Iteration 3Q: 3 clusters Score -7924656 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -7925515.500000 Penalty: 5294.091797
	Iteration 4Q: 3 clusters Score -7925516 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -7926518.500000 Penalty: 5294.091797
	Iteration 5Q: 3 clusters Score -7926518 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -7927749.500000 Penalty: 5294.091797
	Iteration 6Q: 3 clusters Score -7927750 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -7929225.000000 Penalty: 5294.091797
	Iteration 7Q: 3 clusters Score -7929225 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -7930794.000000 Penalty: 5294.091797
	Iteration 8F: 3 clusters Score -7930794 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -7932420.000000 Penalty: 5294.091797
	Iteration 9F: 3 clusters Score -7932420 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -7933794.000000 Penalty: 5294.091797
	Iteration 10Q: 3 clusters Score -7933794 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -7934880.500000 Penalty: 5294.091797
	Iteration 11Q: 3 clusters Score -7934880 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -7935747.500000 Penalty: 5294.091797
	Iteration 12Q: 3 clusters Score -7935748 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -7936426.000000 Penalty: 5294.091797
	Iteration 13Q: 3 clusters Score -7936426 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -7937004.500000 Penalty: 5294.091797
	Iteration 14Q: 3 clusters Score -7937004 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -7937440.500000 Penalty: 5294.091797
	Iteration 15Q: 3 clusters Score -7937440 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -7937765.000000 Penalty: 5294.091797
	Iteration 16Q: 3 clusters Score -7937765 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -7938018.500000 Penalty: 5294.091797
	Iteration 17Q: 3 clusters Score -7938018 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -7938239.000000 Penalty: 5294.091797
	Iteration 18Q: 3 clusters Score -7938239 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -7938431.500000 Penalty: 5294.091797
	Iteration 19Q: 3 clusters Score -7938432 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -7938582.500000 Penalty: 5294.091797
	Iteration 20F: 3 clusters Score -7938582 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -7938658.000000 Penalty: 5294.091797
	Iteration 21Q: 3 clusters Score -7938658 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -7938724.000000 Penalty: 5294.091797
	Iteration 22Q: 3 clusters Score -7938724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -7938768.000000 Penalty: 5294.091797
	Iteration 23Q: 3 clusters Score -7938768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -7938801.000000 Penalty: 5294.091797
	Iteration 24Q: 3 clusters Score -7938801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -7938827.000000 Penalty: 5294.091797
	Iteration 25Q: 3 clusters Score -7938827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -7938864.000000 Penalty: 5294.091797
	Iteration 26Q: 3 clusters Score -7938864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -7938883.500000 Penalty: 5294.091797
	Iteration 27Q: 3 clusters Score -7938884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -7938908.000000 Penalty: 5294.091797
	Iteration 28Q: 3 clusters Score -7938908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -7938920.000000 Penalty: 5294.091797
	Iteration 29Q: 3 clusters Score -7938920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -7938924.500000 Penalty: 5294.091797
	Iteration 30Q: 3 clusters Score -7938924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -7938939.500000 Penalty: 5294.091797
	Iteration 31Q: 3 clusters Score -7938940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -7938934.500000 Penalty: 5294.091797
	Iteration 32Q: 3 clusters Score -7938934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -7938932.000000 Penalty: 5294.091797
	Iteration 33Q: 3 clusters Score -7938932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -7938947.000000 Penalty: 5294.091797
	Iteration 34Q: 3 clusters Score -7938947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -7938952.000000 Penalty: 5294.091797
	Iteration 35Q: 3 clusters Score -7938952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -7938953.000000 Penalty: 5294.091797
	Iteration 36Q: 3 clusters Score -7938953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -7938964.000000 Penalty: 5294.091797
	Iteration 37Q: 3 clusters Score -7938964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -7938961.500000 Penalty: 5294.091797
	Iteration 38Q: 3 clusters Score -7938962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -7938964.000000 Penalty: 5294.091797
	Iteration 39Q: 3 clusters Score -7938964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -7938966.500000 Penalty: 5294.091797
	Iteration 40F: 3 clusters Score -7938966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -7938970.000000 Penalty: 5294.091797
	Iteration 41Q: 3 clusters Score -7938970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -7938972.000000 Penalty: 5294.091797
	Iteration 42Q: 3 clusters Score -7938972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -7938969.500000 Penalty: 5294.091797
	Iteration 43Q: 3 clusters Score -7938970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -7938969.500000 Penalty: 5294.091797
	Iteration 44F: 3 clusters Score -7938970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Entering Unmasked Estep 
Score: -8551418.000000 Penalty: 2661.686523
	Iteration 0F: 2 clusters Score -8551418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -8522608.000000 Penalty: 5323.373047
	Iteration 0F: 3 clusters Score -8522608 nChanged 21252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -8534437.000000 Penalty: 5323.373047
	Iteration 1F: 3 clusters Score -8534437 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -8534883.000000 Penalty: 5323.373047
	Iteration 2Q: 3 clusters Score -8534883 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -8535355.000000 Penalty: 5323.373047
	Iteration 3Q: 3 clusters Score -8535355 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -8535836.000000 Penalty: 5323.373047
	Iteration 4Q: 3 clusters Score -8535836 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -8536357.000000 Penalty: 5323.373047
	Iteration 5Q: 3 clusters Score -8536357 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -8536863.000000 Penalty: 5323.373047
	Iteration 6Q: 3 clusters Score -8536863 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -8537671.000000 Penalty: 5323.373047
	Iteration 7Q: 3 clusters Score -8537671 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -8538758.000000 Penalty: 5323.373047
	Iteration 8Q: 3 clusters Score -8538758 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -8540107.000000 Penalty: 5323.373047
	Iteration 9F: 3 clusters Score -8540107 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -8541734.000000 Penalty: 5323.373047
	Iteration 10F: 3 clusters Score -8541734 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -8543432.000000 Penalty: 5323.373047
	Iteration 11F: 3 clusters Score -8543432 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -8544906.000000 Penalty: 5323.373047
	Iteration 12Q: 3 clusters Score -8544906 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -8546100.000000 Penalty: 5323.373047
	Iteration 13Q: 3 clusters Score -8546100 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -8547083.000000 Penalty: 5323.373047
	Iteration 14Q: 3 clusters Score -8547083 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -8547912.000000 Penalty: 5323.373047
	Iteration 15Q: 3 clusters Score -8547912 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -8548392.000000 Penalty: 5323.373047
	Iteration 16Q: 3 clusters Score -8548392 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -8548665.000000 Penalty: 5323.373047
	Iteration 17Q: 3 clusters Score -8548665 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -8548879.000000 Penalty: 5323.373047
	Iteration 18Q: 3 clusters Score -8548879 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8548971.000000 Penalty: 5323.373047
	Iteration 19Q: 3 clusters Score -8548971 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8549062.000000 Penalty: 5323.373047
	Iteration 20F: 3 clusters Score -8549062 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -8549103.000000 Penalty: 5323.373047
	Iteration 21Q: 3 clusters Score -8549103 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -8549163.000000 Penalty: 5323.373047
	Iteration 22Q: 3 clusters Score -8549163 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -8549193.000000 Penalty: 5323.373047
	Iteration 23Q: 3 clusters Score -8549193 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -8549224.000000 Penalty: 5323.373047
	Iteration 24Q: 3 clusters Score -8549224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -8549244.000000 Penalty: 5323.373047
	Iteration 25Q: 3 clusters Score -8549244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -8549267.000000 Penalty: 5323.373047
	Iteration 26Q: 3 clusters Score -8549267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -8549272.000000 Penalty: 5323.373047
	Iteration 27Q: 3 clusters Score -8549272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -8549296.000000 Penalty: 5323.373047
	Iteration 28Q: 3 clusters Score -8549296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -8549296.000000 Penalty: 5323.373047
	Iteration 29Q: 3 clusters Score -8549296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8549302.000000 Penalty: 5323.373047
	Iteration 30Q: 3 clusters Score -8549302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -8549319.000000 Penalty: 5323.373047
	Iteration 31Q: 3 clusters Score -8549319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -8549333.000000 Penalty: 5323.373047
	Iteration 32Q: 3 clusters Score -8549333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -8549330.000000 Penalty: 5323.373047
	Iteration 33Q: 3 clusters Score -8549330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -8549328.000000 Penalty: 5323.373047
	Iteration 34Q: 3 clusters Score -8549328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -8549338.000000 Penalty: 5323.373047
	Iteration 35Q: 3 clusters Score -8549338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -8549350.000000 Penalty: 5323.373047
	Iteration 36Q: 3 clusters Score -8549350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8549350.000000 Penalty: 5323.373047
	Iteration 37Q: 3 clusters Score -8549350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -8549364.000000 Penalty: 5323.373047
	Iteration 38Q: 3 clusters Score -8549364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -8549363.000000 Penalty: 5323.373047
	Iteration 39Q: 3 clusters Score -8549363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -8549370.000000 Penalty: 5323.373047
	Iteration 40F: 3 clusters Score -8549370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -8549372.000000 Penalty: 5323.373047
	Iteration 41Q: 3 clusters Score -8549372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -8549381.000000 Penalty: 5323.373047
	Iteration 42Q: 3 clusters Score -8549381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8549383.000000 Penalty: 5323.373047
	Iteration 43Q: 3 clusters Score -8549383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -8549385.000000 Penalty: 5323.373047
	Iteration 44Q: 3 clusters Score -8549385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8549388.000000 Penalty: 5323.373047
	Iteration 45Q: 3 clusters Score -8549388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -8549385.000000 Penalty: 5323.373047
	Iteration 46Q: 3 clusters Score -8549385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8549394.000000 Penalty: 5323.373047
	Iteration 47Q: 3 clusters Score -8549394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -8549388.000000 Penalty: 5323.373047
	Iteration 48Q: 3 clusters Score -8549388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -8549391.000000 Penalty: 5323.373047
	Iteration 49Q: 3 clusters Score -8549391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8549392.000000 Penalty: 5323.373047
	Iteration 50Q: 3 clusters Score -8549392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -8549388.000000 Penalty: 5323.373047
	Iteration 51Q: 3 clusters Score -8549388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -8549398.000000 Penalty: 5323.373047
	Iteration 52Q: 3 clusters Score -8549398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8549403.000000 Penalty: 5323.373047
	Iteration 53Q: 3 clusters Score -8549403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -8549402.000000 Penalty: 5323.373047
	Iteration 54Q: 3 clusters Score -8549402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -8549408.000000 Penalty: 5323.373047
	Iteration 55Q: 3 clusters Score -8549408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8549409.000000 Penalty: 5323.373047
	Iteration 56Q: 3 clusters Score -8549409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -8549404.000000 Penalty: 5323.373047
	Iteration 57Q: 3 clusters Score -8549404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8549405.000000 Penalty: 5323.373047
	Iteration 58Q: 3 clusters Score -8549405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -8549401.000000 Penalty: 5323.373047
	Iteration 59Q: 3 clusters Score -8549401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -8549399.000000 Penalty: 5323.373047
	Iteration 60F: 3 clusters Score -8549399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Entering Unmasked Estep 
Score: -1565071.750000 Penalty: 2244.122070
	Iteration 0F: 2 clusters Score -1565072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1558400.375000 Penalty: 4488.244141
	Iteration 0F: 3 clusters Score -1558400 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1560234.625000 Penalty: 4488.244141
	Iteration 1F: 3 clusters Score -1560235 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1560452.625000 Penalty: 4488.244141
	Iteration 2F: 3 clusters Score -1560453 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1560588.375000 Penalty: 4488.244141
	Iteration 3Q: 3 clusters Score -1560588 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1560691.375000 Penalty: 4488.244141
	Iteration 4Q: 3 clusters Score -1560691 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1560748.000000 Penalty: 4488.244141
	Iteration 5Q: 3 clusters Score -1560748 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1560803.125000 Penalty: 4488.244141
	Iteration 6Q: 3 clusters Score -1560803 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1560842.750000 Penalty: 4488.244141
	Iteration 7Q: 3 clusters Score -1560843 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1560878.000000 Penalty: 4488.244141
	Iteration 8Q: 3 clusters Score -1560878 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1560913.375000 Penalty: 4488.244141
	Iteration 9Q: 3 clusters Score -1560913 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1560947.125000 Penalty: 4488.244141
	Iteration 10Q: 3 clusters Score -1560947 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1560977.375000 Penalty: 4488.244141
	Iteration 11Q: 3 clusters Score -1560977 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1561007.125000 Penalty: 4488.244141
	Iteration 12Q: 3 clusters Score -1561007 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1561035.500000 Penalty: 4488.244141
	Iteration 13Q: 3 clusters Score -1561036 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1561072.250000 Penalty: 4488.244141
	Iteration 14Q: 3 clusters Score -1561072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1561104.375000 Penalty: 4488.244141
	Iteration 15Q: 3 clusters Score -1561104 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1561152.875000 Penalty: 4488.244141
	Iteration 16Q: 3 clusters Score -1561153 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1561201.375000 Penalty: 4488.244141
	Iteration 17Q: 3 clusters Score -1561201 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1561271.125000 Penalty: 4488.244141
	Iteration 18Q: 3 clusters Score -1561271 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1561372.875000 Penalty: 4488.244141
	Iteration 19Q: 3 clusters Score -1561373 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1561495.250000 Penalty: 4488.244141
	Iteration 20F: 3 clusters Score -1561495 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1561624.375000 Penalty: 4488.244141
	Iteration 21Q: 3 clusters Score -1561624 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1561786.750000 Penalty: 4488.244141
	Iteration 22Q: 3 clusters Score -1561787 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1561964.500000 Penalty: 4488.244141
	Iteration 23Q: 3 clusters Score -1561964 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1562132.375000 Penalty: 4488.244141
	Iteration 24Q: 3 clusters Score -1562132 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1562324.875000 Penalty: 4488.244141
	Iteration 25Q: 3 clusters Score -1562325 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1562492.250000 Penalty: 4488.244141
	Iteration 26Q: 3 clusters Score -1562492 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1562628.375000 Penalty: 4488.244141
	Iteration 27Q: 3 clusters Score -1562628 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1562740.250000 Penalty: 4488.244141
	Iteration 28Q: 3 clusters Score -1562740 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1562806.750000 Penalty: 4488.244141
	Iteration 29Q: 3 clusters Score -1562807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1562867.750000 Penalty: 4488.244141
	Iteration 30Q: 3 clusters Score -1562868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1562919.375000 Penalty: 4488.244141
	Iteration 31Q: 3 clusters Score -1562919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1562969.750000 Penalty: 4488.244141
	Iteration 32Q: 3 clusters Score -1562970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1562997.500000 Penalty: 4488.244141
	Iteration 33Q: 3 clusters Score -1562998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1563026.000000 Penalty: 4488.244141
	Iteration 34Q: 3 clusters Score -1563026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1563049.625000 Penalty: 4488.244141
	Iteration 35Q: 3 clusters Score -1563050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1563063.750000 Penalty: 4488.244141
	Iteration 36Q: 3 clusters Score -1563064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1563074.750000 Penalty: 4488.244141
	Iteration 37Q: 3 clusters Score -1563075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1563082.000000 Penalty: 4488.244141
	Iteration 38Q: 3 clusters Score -1563082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1563095.500000 Penalty: 4488.244141
	Iteration 39Q: 3 clusters Score -1563096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1563097.375000 Penalty: 4488.244141
	Iteration 40F: 3 clusters Score -1563097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1563104.625000 Penalty: 4488.244141
	Iteration 41Q: 3 clusters Score -1563105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1563107.500000 Penalty: 4488.244141
	Iteration 42Q: 3 clusters Score -1563108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1563110.250000 Penalty: 4488.244141
	Iteration 43Q: 3 clusters Score -1563110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1563117.000000 Penalty: 4488.244141
	Iteration 44Q: 3 clusters Score -1563117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1563120.000000 Penalty: 4488.244141
	Iteration 45Q: 3 clusters Score -1563120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1563122.250000 Penalty: 4488.244141
	Iteration 46Q: 3 clusters Score -1563122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1563129.250000 Penalty: 4488.244141
	Iteration 47Q: 3 clusters Score -1563129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1563128.750000 Penalty: 4488.244141
	Iteration 48Q: 3 clusters Score -1563129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1563130.375000 Penalty: 4488.244141
	Iteration 49Q: 3 clusters Score -1563130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1563130.375000 Penalty: 4488.244141
	Iteration 50F: 3 clusters Score -1563130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Entering Unmasked Estep 
Score: -8583290.000000 Penalty: 2662.965820
	Iteration 0F: 2 clusters Score -8583290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -8554345.000000 Penalty: 5325.931641
	Iteration 0F: 3 clusters Score -8554345 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -8566266.000000 Penalty: 5325.931641
	Iteration 1F: 3 clusters Score -8566266 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -8567003.000000 Penalty: 5325.931641
	Iteration 2Q: 3 clusters Score -8567003 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -8567788.000000 Penalty: 5325.931641
	Iteration 3Q: 3 clusters Score -8567788 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -8568702.000000 Penalty: 5325.931641
	Iteration 4Q: 3 clusters Score -8568702 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -8569660.000000 Penalty: 5325.931641
	Iteration 5Q: 3 clusters Score -8569660 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -8570904.000000 Penalty: 5325.931641
	Iteration 6Q: 3 clusters Score -8570904 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -8572411.000000 Penalty: 5325.931641
	Iteration 7F: 3 clusters Score -8572411 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -8574112.000000 Penalty: 5325.931641
	Iteration 8F: 3 clusters Score -8574112 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -8575584.000000 Penalty: 5325.931641
	Iteration 9F: 3 clusters Score -8575584 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -8576808.000000 Penalty: 5325.931641
	Iteration 10Q: 3 clusters Score -8576808 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -8577565.000000 Penalty: 5325.931641
	Iteration 11Q: 3 clusters Score -8577565 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -8577967.000000 Penalty: 5325.931641
	Iteration 12Q: 3 clusters Score -8577967 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -8578209.000000 Penalty: 5325.931641
	Iteration 13Q: 3 clusters Score -8578209 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -8578494.000000 Penalty: 5325.931641
	Iteration 14Q: 3 clusters Score -8578494 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -8578775.000000 Penalty: 5325.931641
	Iteration 15Q: 3 clusters Score -8578775 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -8579076.000000 Penalty: 5325.931641
	Iteration 16Q: 3 clusters Score -8579076 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -8579457.000000 Penalty: 5325.931641
	Iteration 17Q: 3 clusters Score -8579457 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -8579804.000000 Penalty: 5325.931641
	Iteration 18Q: 3 clusters Score -8579804 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -8580149.000000 Penalty: 5325.931641
	Iteration 19Q: 3 clusters Score -8580149 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -8580443.000000 Penalty: 5325.931641
	Iteration 20F: 3 clusters Score -8580443 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8580624.000000 Penalty: 5325.931641
	Iteration 21Q: 3 clusters Score -8580624 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8580662.000000 Penalty: 5325.931641
	Iteration 22Q: 3 clusters Score -8580662 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8580809.000000 Penalty: 5325.931641
	Iteration 23Q: 3 clusters Score -8580809 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8580919.000000 Penalty: 5325.931641
	Iteration 24Q: 3 clusters Score -8580919 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8580988.000000 Penalty: 5325.931641
	Iteration 25Q: 3 clusters Score -8580988 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8581054.000000 Penalty: 5325.931641
	Iteration 26Q: 3 clusters Score -8581054 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8581101.000000 Penalty: 5325.931641
	Iteration 27Q: 3 clusters Score -8581101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8581126.000000 Penalty: 5325.931641
	Iteration 28Q: 3 clusters Score -8581126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8581159.000000 Penalty: 5325.931641
	Iteration 29Q: 3 clusters Score -8581159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8581161.000000 Penalty: 5325.931641
	Iteration 30Q: 3 clusters Score -8581161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8581172.000000 Penalty: 5325.931641
	Iteration 31Q: 3 clusters Score -8581172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8581180.000000 Penalty: 5325.931641
	Iteration 32Q: 3 clusters Score -8581180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8581179.000000 Penalty: 5325.931641
	Iteration 33Q: 3 clusters Score -8581179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8581186.000000 Penalty: 5325.931641
	Iteration 34Q: 3 clusters Score -8581186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8581185.000000 Penalty: 5325.931641
	Iteration 35Q: 3 clusters Score -8581185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8581198.000000 Penalty: 5325.931641
	Iteration 36Q: 3 clusters Score -8581198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8581199.000000 Penalty: 5325.931641
	Iteration 37Q: 3 clusters Score -8581199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8581189.000000 Penalty: 5325.931641
	Iteration 38Q: 3 clusters Score -8581189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8581205.000000 Penalty: 5325.931641
	Iteration 39Q: 3 clusters Score -8581205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8581198.000000 Penalty: 5325.931641
	Iteration 40F: 3 clusters Score -8581198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Entering Unmasked Estep 
Score: -8574565.000000 Penalty: 2661.875977
	Iteration 0F: 2 clusters Score -8574565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -8546122.000000 Penalty: 5323.751953
	Iteration 0F: 3 clusters Score -8546122 nChanged 21029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -8557453.000000 Penalty: 5323.751953
	Iteration 1F: 3 clusters Score -8557453 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -8557938.000000 Penalty: 5323.751953
	Iteration 2Q: 3 clusters Score -8557938 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -8558492.000000 Penalty: 5323.751953
	Iteration 3Q: 3 clusters Score -8558492 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -8559044.000000 Penalty: 5323.751953
	Iteration 4Q: 3 clusters Score -8559044 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -8559760.000000 Penalty: 5323.751953
	Iteration 5Q: 3 clusters Score -8559760 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -8560610.000000 Penalty: 5323.751953
	Iteration 6Q: 3 clusters Score -8560610 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -8561727.000000 Penalty: 5323.751953
	Iteration 7Q: 3 clusters Score -8561727 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -8563175.000000 Penalty: 5323.751953
	Iteration 8F: 3 clusters Score -8563175 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -8565027.000000 Penalty: 5323.751953
	Iteration 9F: 3 clusters Score -8565027 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -8567001.000000 Penalty: 5323.751953
	Iteration 10F: 3 clusters Score -8567001 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -8568579.000000 Penalty: 5323.751953
	Iteration 11F: 3 clusters Score -8568579 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -8569527.000000 Penalty: 5323.751953
	Iteration 12Q: 3 clusters Score -8569527 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -8569961.000000 Penalty: 5323.751953
	Iteration 13Q: 3 clusters Score -8569961 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -8570238.000000 Penalty: 5323.751953
	Iteration 14Q: 3 clusters Score -8570238 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -8570397.000000 Penalty: 5323.751953
	Iteration 15Q: 3 clusters Score -8570397 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -8570569.000000 Penalty: 5323.751953
	Iteration 16Q: 3 clusters Score -8570569 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -8570679.000000 Penalty: 5323.751953
	Iteration 17Q: 3 clusters Score -8570679 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -8570797.000000 Penalty: 5323.751953
	Iteration 18Q: 3 clusters Score -8570797 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -8570950.000000 Penalty: 5323.751953
	Iteration 19Q: 3 clusters Score -8570950 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -8571076.000000 Penalty: 5323.751953
	Iteration 20F: 3 clusters Score -8571076 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -8571169.000000 Penalty: 5323.751953
	Iteration 21Q: 3 clusters Score -8571169 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -8571299.000000 Penalty: 5323.751953
	Iteration 22Q: 3 clusters Score -8571299 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -8571454.000000 Penalty: 5323.751953
	Iteration 23Q: 3 clusters Score -8571454 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -8571488.000000 Penalty: 5323.751953
	Iteration 24Q: 3 clusters Score -8571488 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -8571559.000000 Penalty: 5323.751953
	Iteration 25Q: 3 clusters Score -8571559 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -8571605.000000 Penalty: 5323.751953
	Iteration 26Q: 3 clusters Score -8571605 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -8571698.000000 Penalty: 5323.751953
	Iteration 27Q: 3 clusters Score -8571698 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -8571747.000000 Penalty: 5323.751953
	Iteration 28Q: 3 clusters Score -8571747 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -8571810.000000 Penalty: 5323.751953
	Iteration 29Q: 3 clusters Score -8571810 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -8571846.000000 Penalty: 5323.751953
	Iteration 30Q: 3 clusters Score -8571846 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -8571860.000000 Penalty: 5323.751953
	Iteration 31Q: 3 clusters Score -8571860 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -8571902.000000 Penalty: 5323.751953
	Iteration 32Q: 3 clusters Score -8571902 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -8571948.000000 Penalty: 5323.751953
	Iteration 33Q: 3 clusters Score -8571948 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -8571956.000000 Penalty: 5323.751953
	Iteration 34Q: 3 clusters Score -8571956 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -8571981.000000 Penalty: 5323.751953
	Iteration 35Q: 3 clusters Score -8571981 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -8572031.000000 Penalty: 5323.751953
	Iteration 36Q: 3 clusters Score -8572031 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -8572058.000000 Penalty: 5323.751953
	Iteration 37Q: 3 clusters Score -8572058 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -8572064.000000 Penalty: 5323.751953
	Iteration 38Q: 3 clusters Score -8572064 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -8572102.000000 Penalty: 5323.751953
	Iteration 39Q: 3 clusters Score -8572102 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -8572120.000000 Penalty: 5323.751953
	Iteration 40F: 3 clusters Score -8572120 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -8572182.000000 Penalty: 5323.751953
	Iteration 41Q: 3 clusters Score -8572182 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -8572206.000000 Penalty: 5323.751953
	Iteration 42Q: 3 clusters Score -8572206 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -8572174.000000 Penalty: 5323.751953
	Iteration 43Q: 3 clusters Score -8572174 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -8572238.000000 Penalty: 5323.751953
	Iteration 44Q: 3 clusters Score -8572238 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -8572308.000000 Penalty: 5323.751953
	Iteration 45Q: 3 clusters Score -8572308 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -8572332.000000 Penalty: 5323.751953
	Iteration 46Q: 3 clusters Score -8572332 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -8572408.000000 Penalty: 5323.751953
	Iteration 47Q: 3 clusters Score -8572408 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -8572453.000000 Penalty: 5323.751953
	Iteration 48Q: 3 clusters Score -8572453 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -8572511.000000 Penalty: 5323.751953
	Iteration 49Q: 3 clusters Score -8572511 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -8572546.000000 Penalty: 5323.751953
	Iteration 50Q: 3 clusters Score -8572546 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -8572531.000000 Penalty: 5323.751953
	Iteration 51Q: 3 clusters Score -8572531 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -8572537.000000 Penalty: 5323.751953
	Iteration 52Q: 3 clusters Score -8572537 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -8572592.000000 Penalty: 5323.751953
	Iteration 53Q: 3 clusters Score -8572592 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -8572628.000000 Penalty: 5323.751953
	Iteration 54Q: 3 clusters Score -8572628 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -8572619.000000 Penalty: 5323.751953
	Iteration 55Q: 3 clusters Score -8572619 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -8572670.000000 Penalty: 5323.751953
	Iteration 56Q: 3 clusters Score -8572670 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -8572742.000000 Penalty: 5323.751953
	Iteration 57Q: 3 clusters Score -8572742 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -8572799.000000 Penalty: 5323.751953
	Iteration 58Q: 3 clusters Score -8572799 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -8572888.000000 Penalty: 5323.751953
	Iteration 59Q: 3 clusters Score -8572888 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -8572974.000000 Penalty: 5323.751953
	Iteration 60F: 3 clusters Score -8572974 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -8573011.000000 Penalty: 5323.751953
	Iteration 61Q: 3 clusters Score -8573011 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -8573106.000000 Penalty: 5323.751953
	Iteration 62Q: 3 clusters Score -8573106 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -8573183.000000 Penalty: 5323.751953
	Iteration 63Q: 3 clusters Score -8573183 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -8573247.000000 Penalty: 5323.751953
	Iteration 64Q: 3 clusters Score -8573247 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -8573260.000000 Penalty: 5323.751953
	Iteration 65Q: 3 clusters Score -8573260 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8573301.000000 Penalty: 5323.751953
	Iteration 66Q: 3 clusters Score -8573301 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -8573294.000000 Penalty: 5323.751953
	Iteration 67Q: 3 clusters Score -8573294 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8573234.000000 Penalty: 5323.751953
	Iteration 68Q: 3 clusters Score -8573234 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8573174.000000 Penalty: 5323.751953
	Iteration 69Q: 3 clusters Score -8573174 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8573090.000000 Penalty: 5323.751953
	Iteration 70Q: 3 clusters Score -8573090 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8573046.000000 Penalty: 5323.751953
	Iteration 71Q: 3 clusters Score -8573046 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8573004.000000 Penalty: 5323.751953
	Iteration 72Q: 3 clusters Score -8573004 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8572999.000000 Penalty: 5323.751953
	Iteration 73Q: 3 clusters Score -8572999 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8572968.000000 Penalty: 5323.751953
	Iteration 74Q: 3 clusters Score -8572968 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8572942.000000 Penalty: 5323.751953
	Iteration 75Q: 3 clusters Score -8572942 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8572906.000000 Penalty: 5323.751953
	Iteration 76Q: 3 clusters Score -8572906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8572893.000000 Penalty: 5323.751953
	Iteration 77Q: 3 clusters Score -8572893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8572856.000000 Penalty: 5323.751953
	Iteration 78Q: 3 clusters Score -8572856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8572847.000000 Penalty: 5323.751953
	Iteration 79Q: 3 clusters Score -8572847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8572820.000000 Penalty: 5323.751953
	Iteration 80F: 3 clusters Score -8572820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8572811.000000 Penalty: 5323.751953
	Iteration 81Q: 3 clusters Score -8572811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8572806.000000 Penalty: 5323.751953
	Iteration 82Q: 3 clusters Score -8572806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8572793.000000 Penalty: 5323.751953
	Iteration 83Q: 3 clusters Score -8572793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8572801.000000 Penalty: 5323.751953
	Iteration 84Q: 3 clusters Score -8572801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8572802.000000 Penalty: 5323.751953
	Iteration 85Q: 3 clusters Score -8572802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8572773.000000 Penalty: 5323.751953
	Iteration 86Q: 3 clusters Score -8572773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8572783.000000 Penalty: 5323.751953
	Iteration 87Q: 3 clusters Score -8572783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8572772.000000 Penalty: 5323.751953
	Iteration 88Q: 3 clusters Score -8572772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8572781.000000 Penalty: 5323.751953
	Iteration 89Q: 3 clusters Score -8572781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8572781.000000 Penalty: 5323.751953
	Iteration 90Q: 3 clusters Score -8572781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8572780.000000 Penalty: 5323.751953
	Iteration 91Q: 3 clusters Score -8572780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8572776.000000 Penalty: 5323.751953
	Iteration 92Q: 3 clusters Score -8572776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8572776.000000 Penalty: 5323.751953
	Iteration 93F: 3 clusters Score -8572776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -214182.265625 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -214182.3 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 675 members 
Entering Unmasked Estep 
Score: -212008.375000 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -212008.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -212513.625000 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -212513.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -212741.984375 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -212742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -212876.312500 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -212876.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -212973.750000 Penalty: 3572.889160
	Iteration 4Q: 3 clusters Score -212973.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -213035.921875 Penalty: 3572.889160
	Iteration 5Q: 3 clusters Score -213035.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -213078.953125 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -213079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -213121.312500 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -213121.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -213210.750000 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -213210.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -213307.906250 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -213307.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -213388.453125 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -213388.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -213459.937500 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -213459.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213499.609375 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -213499.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213529.078125 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -213529.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -213561.578125 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -213561.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -213574.000000 Penalty: 3572.889160
	Iteration 15Q: 3 clusters Score -213574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -213586.109375 Penalty: 3572.889160
	Iteration 16Q: 3 clusters Score -213586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -213607.203125 Penalty: 3572.889160
	Iteration 17Q: 3 clusters Score -213607.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -213629.781250 Penalty: 3572.889160
	Iteration 18Q: 3 clusters Score -213629.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -213651.187500 Penalty: 3572.889160
	Iteration 19Q: 3 clusters Score -213651.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -213670.703125 Penalty: 3572.889160
	Iteration 20F: 3 clusters Score -213670.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -213685.437500 Penalty: 3572.889160
	Iteration 21Q: 3 clusters Score -213685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -213693.859375 Penalty: 3572.889160
	Iteration 22Q: 3 clusters Score -213693.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -213699.781250 Penalty: 3572.889160
	Iteration 23Q: 3 clusters Score -213699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -213708.515625 Penalty: 3572.889160
	Iteration 24Q: 3 clusters Score -213708.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -213716.078125 Penalty: 3572.889160
	Iteration 25Q: 3 clusters Score -213716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -213718.062500 Penalty: 3572.889160
	Iteration 26Q: 3 clusters Score -213718.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -213718.062500 Penalty: 3572.889160
	Iteration 27F: 3 clusters Score -213718.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Entering Unmasked Estep 
Score: -4295031.000000 Penalty: 2499.912842
	Iteration 0F: 2 clusters Score -4295031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4278454.500000 Penalty: 4999.825684
	Iteration 0F: 3 clusters Score -4278454 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -4284075.500000 Penalty: 4999.825684
	Iteration 1F: 3 clusters Score -4284076 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -4284454.500000 Penalty: 4999.825684
	Iteration 2Q: 3 clusters Score -4284454 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -4284736.000000 Penalty: 4999.825684
	Iteration 3Q: 3 clusters Score -4284736 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4284966.000000 Penalty: 4999.825684
	Iteration 4Q: 3 clusters Score -4284966 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4285247.000000 Penalty: 4999.825684
	Iteration 5Q: 3 clusters Score -4285247 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -4285548.500000 Penalty: 4999.825684
	Iteration 6Q: 3 clusters Score -4285548 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4285967.500000 Penalty: 4999.825684
	Iteration 7Q: 3 clusters Score -4285968 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4286602.000000 Penalty: 4999.825684
	Iteration 8Q: 3 clusters Score -4286602 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4287585.000000 Penalty: 4999.825684
	Iteration 9F: 3 clusters Score -4287585 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4288835.500000 Penalty: 4999.825684
	Iteration 10F: 3 clusters Score -4288836 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4290208.000000 Penalty: 4999.825684
	Iteration 11F: 3 clusters Score -4290208 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -4291283.500000 Penalty: 4999.825684
	Iteration 12F: 3 clusters Score -4291284 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -4291982.000000 Penalty: 4999.825684
	Iteration 13Q: 3 clusters Score -4291982 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -4292369.000000 Penalty: 4999.825684
	Iteration 14Q: 3 clusters Score -4292369 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -4292554.500000 Penalty: 4999.825684
	Iteration 15Q: 3 clusters Score -4292554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4292715.500000 Penalty: 4999.825684
	Iteration 16Q: 3 clusters Score -4292716 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -4292811.000000 Penalty: 4999.825684
	Iteration 17Q: 3 clusters Score -4292811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -4292861.000000 Penalty: 4999.825684
	Iteration 18Q: 3 clusters Score -4292861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -4292907.500000 Penalty: 4999.825684
	Iteration 19Q: 3 clusters Score -4292908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4292945.000000 Penalty: 4999.825684
	Iteration 20F: 3 clusters Score -4292945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -4292970.500000 Penalty: 4999.825684
	Iteration 21Q: 3 clusters Score -4292970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4292984.500000 Penalty: 4999.825684
	Iteration 22Q: 3 clusters Score -4292984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -4292992.500000 Penalty: 4999.825684
	Iteration 23Q: 3 clusters Score -4292992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4292997.500000 Penalty: 4999.825684
	Iteration 24Q: 3 clusters Score -4292998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4292996.500000 Penalty: 4999.825684
	Iteration 25Q: 3 clusters Score -4292996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4293000.000000 Penalty: 4999.825684
	Iteration 26Q: 3 clusters Score -4293000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4293000.000000 Penalty: 4999.825684
	Iteration 27F: 3 clusters Score -4293000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Entering Unmasked Estep 
Score: -8487372.000000 Penalty: 2659.490479
	Iteration 0F: 2 clusters Score -8487372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -8458821.000000 Penalty: 5318.980957
	Iteration 0F: 3 clusters Score -8458821 nChanged 20882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -8470122.000000 Penalty: 5318.980957
	Iteration 1F: 3 clusters Score -8470122 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -8470661.000000 Penalty: 5318.980957
	Iteration 2Q: 3 clusters Score -8470661 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -8471235.000000 Penalty: 5318.980957
	Iteration 3Q: 3 clusters Score -8471235 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -8471935.000000 Penalty: 5318.980957
	Iteration 4Q: 3 clusters Score -8471935 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -8472785.000000 Penalty: 5318.980957
	Iteration 5Q: 3 clusters Score -8472785 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -8473946.000000 Penalty: 5318.980957
	Iteration 6F: 3 clusters Score -8473946 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -8475722.000000 Penalty: 5318.980957
	Iteration 7F: 3 clusters Score -8475722 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -8477927.000000 Penalty: 5318.980957
	Iteration 8F: 3 clusters Score -8477927 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -8480294.000000 Penalty: 5318.980957
	Iteration 9F: 3 clusters Score -8480294 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -8482489.000000 Penalty: 5318.980957
	Iteration 10F: 3 clusters Score -8482489 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -8484020.000000 Penalty: 5318.980957
	Iteration 11Q: 3 clusters Score -8484020 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -8484837.000000 Penalty: 5318.980957
	Iteration 12Q: 3 clusters Score -8484837 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8485063.000000 Penalty: 5318.980957
	Iteration 13Q: 3 clusters Score -8485063 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -8485221.000000 Penalty: 5318.980957
	Iteration 14Q: 3 clusters Score -8485221 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8485311.000000 Penalty: 5318.980957
	Iteration 15Q: 3 clusters Score -8485311 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -8485337.000000 Penalty: 5318.980957
	Iteration 16Q: 3 clusters Score -8485337 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -8485355.000000 Penalty: 5318.980957
	Iteration 17Q: 3 clusters Score -8485355 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -8485397.000000 Penalty: 5318.980957
	Iteration 18Q: 3 clusters Score -8485397 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -8485400.000000 Penalty: 5318.980957
	Iteration 19Q: 3 clusters Score -8485400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -8485403.000000 Penalty: 5318.980957
	Iteration 20F: 3 clusters Score -8485403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8485407.000000 Penalty: 5318.980957
	Iteration 21Q: 3 clusters Score -8485407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -8485414.000000 Penalty: 5318.980957
	Iteration 22Q: 3 clusters Score -8485414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -8485404.000000 Penalty: 5318.980957
	Iteration 23Q: 3 clusters Score -8485404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -8485400.000000 Penalty: 5318.980957
	Iteration 24Q: 3 clusters Score -8485400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -8485397.000000 Penalty: 5318.980957
	Iteration 25Q: 3 clusters Score -8485397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -8485407.000000 Penalty: 5318.980957
	Iteration 26Q: 3 clusters Score -8485407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -8485415.000000 Penalty: 5318.980957
	Iteration 27Q: 3 clusters Score -8485415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -8485407.000000 Penalty: 5318.980957
	Iteration 28Q: 3 clusters Score -8485407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -8485408.000000 Penalty: 5318.980957
	Iteration 29Q: 3 clusters Score -8485408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -8485402.000000 Penalty: 5318.980957
	Iteration 30Q: 3 clusters Score -8485402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -8485410.000000 Penalty: 5318.980957
	Iteration 31Q: 3 clusters Score -8485410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -8485413.000000 Penalty: 5318.980957
	Iteration 32Q: 3 clusters Score -8485413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -8485414.000000 Penalty: 5318.980957
	Iteration 33Q: 3 clusters Score -8485414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -8485409.000000 Penalty: 5318.980957
	Iteration 34Q: 3 clusters Score -8485409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -8485407.000000 Penalty: 5318.980957
	Iteration 35Q: 3 clusters Score -8485407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -8485416.000000 Penalty: 5318.980957
	Iteration 36Q: 3 clusters Score -8485416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -8485415.000000 Penalty: 5318.980957
	Iteration 37Q: 3 clusters Score -8485415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -8485416.000000 Penalty: 5318.980957
	Iteration 38Q: 3 clusters Score -8485416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8485423.000000 Penalty: 5318.980957
	Iteration 39Q: 3 clusters Score -8485423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -8485417.000000 Penalty: 5318.980957
	Iteration 40F: 3 clusters Score -8485417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8485428.000000 Penalty: 5318.980957
	Iteration 41Q: 3 clusters Score -8485428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8485441.000000 Penalty: 5318.980957
	Iteration 42Q: 3 clusters Score -8485441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -8485430.000000 Penalty: 5318.980957
	Iteration 43Q: 3 clusters Score -8485430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -8485418.000000 Penalty: 5318.980957
	Iteration 44Q: 3 clusters Score -8485418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -8485421.000000 Penalty: 5318.980957
	Iteration 45Q: 3 clusters Score -8485421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -8485425.000000 Penalty: 5318.980957
	Iteration 46Q: 3 clusters Score -8485425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -8485419.000000 Penalty: 5318.980957
	Iteration 47Q: 3 clusters Score -8485419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -8485419.000000 Penalty: 5318.980957
	Iteration 48F: 3 clusters Score -8485419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -96543.007812 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -96543.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -94977.617188 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -94977.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -95171.617188 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -95171.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -95226.117188 Penalty: 3128.816650
	Iteration 2Q: 3 clusters Score -95226.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -95317.078125 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -95317.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -95381.351562 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -95381.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -95410.835938 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -95410.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -95425.367188 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -95425.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -95434.523438 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -95434.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -95444.250000 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -95444.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -95447.445312 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -95447.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -95448.140625 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -95448.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -95448.140625 Penalty: 3128.816650
	Iteration 11F: 3 clusters Score -95448.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Entering Unmasked Estep 
Score: -8604362.000000 Penalty: 2664.409912
	Iteration 0F: 2 clusters Score -8604362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -8574988.000000 Penalty: 5328.819824
	Iteration 0F: 3 clusters Score -8574988 nChanged 21267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -8586954.000000 Penalty: 5328.819824
	Iteration 1F: 3 clusters Score -8586954 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -8587790.000000 Penalty: 5328.819824
	Iteration 2Q: 3 clusters Score -8587790 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -8588795.000000 Penalty: 5328.819824
	Iteration 3Q: 3 clusters Score -8588795 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -8589963.000000 Penalty: 5328.819824
	Iteration 4Q: 3 clusters Score -8589963 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -8591571.000000 Penalty: 5328.819824
	Iteration 5F: 3 clusters Score -8591571 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -8593524.000000 Penalty: 5328.819824
	Iteration 6F: 3 clusters Score -8593524 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -8595495.000000 Penalty: 5328.819824
	Iteration 7F: 3 clusters Score -8595495 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -8597249.000000 Penalty: 5328.819824
	Iteration 8F: 3 clusters Score -8597249 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -8598399.000000 Penalty: 5328.819824
	Iteration 9Q: 3 clusters Score -8598399 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -8598975.000000 Penalty: 5328.819824
	Iteration 10Q: 3 clusters Score -8598975 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -8599275.000000 Penalty: 5328.819824
	Iteration 11Q: 3 clusters Score -8599275 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -8599524.000000 Penalty: 5328.819824
	Iteration 12Q: 3 clusters Score -8599524 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -8599705.000000 Penalty: 5328.819824
	Iteration 13Q: 3 clusters Score -8599705 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -8599862.000000 Penalty: 5328.819824
	Iteration 14Q: 3 clusters Score -8599862 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -8600051.000000 Penalty: 5328.819824
	Iteration 15Q: 3 clusters Score -8600051 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -8600319.000000 Penalty: 5328.819824
	Iteration 16Q: 3 clusters Score -8600319 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -8600532.000000 Penalty: 5328.819824
	Iteration 17Q: 3 clusters Score -8600532 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -8600776.000000 Penalty: 5328.819824
	Iteration 18Q: 3 clusters Score -8600776 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -8600971.000000 Penalty: 5328.819824
	Iteration 19Q: 3 clusters Score -8600971 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -8601095.000000 Penalty: 5328.819824
	Iteration 20F: 3 clusters Score -8601095 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -8601225.000000 Penalty: 5328.819824
	Iteration 21Q: 3 clusters Score -8601225 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -8601369.000000 Penalty: 5328.819824
	Iteration 22Q: 3 clusters Score -8601369 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -8601458.000000 Penalty: 5328.819824
	Iteration 23Q: 3 clusters Score -8601458 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -8601523.000000 Penalty: 5328.819824
	Iteration 24Q: 3 clusters Score -8601523 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -8601575.000000 Penalty: 5328.819824
	Iteration 25Q: 3 clusters Score -8601575 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -8601632.000000 Penalty: 5328.819824
	Iteration 26Q: 3 clusters Score -8601632 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -8601672.000000 Penalty: 5328.819824
	Iteration 27Q: 3 clusters Score -8601672 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -8601738.000000 Penalty: 5328.819824
	Iteration 28Q: 3 clusters Score -8601738 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -8601788.000000 Penalty: 5328.819824
	Iteration 29Q: 3 clusters Score -8601788 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -8601800.000000 Penalty: 5328.819824
	Iteration 30Q: 3 clusters Score -8601800 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -8601877.000000 Penalty: 5328.819824
	Iteration 31Q: 3 clusters Score -8601877 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -8601896.000000 Penalty: 5328.819824
	Iteration 32Q: 3 clusters Score -8601896 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -8601954.000000 Penalty: 5328.819824
	Iteration 33Q: 3 clusters Score -8601954 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -8601984.000000 Penalty: 5328.819824
	Iteration 34Q: 3 clusters Score -8601984 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -8602019.000000 Penalty: 5328.819824
	Iteration 35Q: 3 clusters Score -8602019 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -8602052.000000 Penalty: 5328.819824
	Iteration 36Q: 3 clusters Score -8602052 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -8602102.000000 Penalty: 5328.819824
	Iteration 37Q: 3 clusters Score -8602102 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -8602120.000000 Penalty: 5328.819824
	Iteration 38Q: 3 clusters Score -8602120 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -8602140.000000 Penalty: 5328.819824
	Iteration 39Q: 3 clusters Score -8602140 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -8602137.000000 Penalty: 5328.819824
	Iteration 40F: 3 clusters Score -8602137 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -8602146.000000 Penalty: 5328.819824
	Iteration 41Q: 3 clusters Score -8602146 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -8602168.000000 Penalty: 5328.819824
	Iteration 42Q: 3 clusters Score -8602168 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -8602156.000000 Penalty: 5328.819824
	Iteration 43Q: 3 clusters Score -8602156 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -8602152.000000 Penalty: 5328.819824
	Iteration 44Q: 3 clusters Score -8602152 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -8602154.000000 Penalty: 5328.819824
	Iteration 45Q: 3 clusters Score -8602154 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -8602194.000000 Penalty: 5328.819824
	Iteration 46Q: 3 clusters Score -8602194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -8602172.000000 Penalty: 5328.819824
	Iteration 47Q: 3 clusters Score -8602172 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -8602173.000000 Penalty: 5328.819824
	Iteration 48Q: 3 clusters Score -8602173 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -8602174.000000 Penalty: 5328.819824
	Iteration 49Q: 3 clusters Score -8602174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -8602187.000000 Penalty: 5328.819824
	Iteration 50Q: 3 clusters Score -8602187 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -8602218.000000 Penalty: 5328.819824
	Iteration 51Q: 3 clusters Score -8602218 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -8602257.000000 Penalty: 5328.819824
	Iteration 52Q: 3 clusters Score -8602257 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -8602277.000000 Penalty: 5328.819824
	Iteration 53Q: 3 clusters Score -8602277 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -8602296.000000 Penalty: 5328.819824
	Iteration 54Q: 3 clusters Score -8602296 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -8602302.000000 Penalty: 5328.819824
	Iteration 55Q: 3 clusters Score -8602302 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -8602304.000000 Penalty: 5328.819824
	Iteration 56Q: 3 clusters Score -8602304 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -8602334.000000 Penalty: 5328.819824
	Iteration 57Q: 3 clusters Score -8602334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -8602314.000000 Penalty: 5328.819824
	Iteration 58Q: 3 clusters Score -8602314 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -8602295.000000 Penalty: 5328.819824
	Iteration 59Q: 3 clusters Score -8602295 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -8602314.000000 Penalty: 5328.819824
	Iteration 60F: 3 clusters Score -8602314 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -8602334.000000 Penalty: 5328.819824
	Iteration 61Q: 3 clusters Score -8602334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -8602335.000000 Penalty: 5328.819824
	Iteration 62Q: 3 clusters Score -8602335 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -8602379.000000 Penalty: 5328.819824
	Iteration 63Q: 3 clusters Score -8602379 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -8602365.000000 Penalty: 5328.819824
	Iteration 64Q: 3 clusters Score -8602365 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -8602373.000000 Penalty: 5328.819824
	Iteration 65Q: 3 clusters Score -8602373 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -8602402.000000 Penalty: 5328.819824
	Iteration 66Q: 3 clusters Score -8602402 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -8602439.000000 Penalty: 5328.819824
	Iteration 67Q: 3 clusters Score -8602439 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -8602443.000000 Penalty: 5328.819824
	Iteration 68Q: 3 clusters Score -8602443 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -8602449.000000 Penalty: 5328.819824
	Iteration 69Q: 3 clusters Score -8602449 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -8602444.000000 Penalty: 5328.819824
	Iteration 70Q: 3 clusters Score -8602444 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -8602453.000000 Penalty: 5328.819824
	Iteration 71Q: 3 clusters Score -8602453 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -8602474.000000 Penalty: 5328.819824
	Iteration 72Q: 3 clusters Score -8602474 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -8602473.000000 Penalty: 5328.819824
	Iteration 73Q: 3 clusters Score -8602473 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -8602481.000000 Penalty: 5328.819824
	Iteration 74Q: 3 clusters Score -8602481 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -8602525.000000 Penalty: 5328.819824
	Iteration 75Q: 3 clusters Score -8602525 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -8602531.000000 Penalty: 5328.819824
	Iteration 76Q: 3 clusters Score -8602531 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -8602515.000000 Penalty: 5328.819824
	Iteration 77Q: 3 clusters Score -8602515 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -8602538.000000 Penalty: 5328.819824
	Iteration 78Q: 3 clusters Score -8602538 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -8602555.000000 Penalty: 5328.819824
	Iteration 79Q: 3 clusters Score -8602555 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -8602560.000000 Penalty: 5328.819824
	Iteration 80F: 3 clusters Score -8602560 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -8602578.000000 Penalty: 5328.819824
	Iteration 81Q: 3 clusters Score -8602578 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -8602596.000000 Penalty: 5328.819824
	Iteration 82Q: 3 clusters Score -8602596 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -8602591.000000 Penalty: 5328.819824
	Iteration 83Q: 3 clusters Score -8602591 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -8602631.000000 Penalty: 5328.819824
	Iteration 84Q: 3 clusters Score -8602631 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -8602664.000000 Penalty: 5328.819824
	Iteration 85Q: 3 clusters Score -8602664 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -8602690.000000 Penalty: 5328.819824
	Iteration 86Q: 3 clusters Score -8602690 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -8602698.000000 Penalty: 5328.819824
	Iteration 87Q: 3 clusters Score -8602698 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -8602739.000000 Penalty: 5328.819824
	Iteration 88Q: 3 clusters Score -8602739 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -8602766.000000 Penalty: 5328.819824
	Iteration 89Q: 3 clusters Score -8602766 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -8602793.000000 Penalty: 5328.819824
	Iteration 90Q: 3 clusters Score -8602793 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -8602817.000000 Penalty: 5328.819824
	Iteration 91Q: 3 clusters Score -8602817 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -8602854.000000 Penalty: 5328.819824
	Iteration 92Q: 3 clusters Score -8602854 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -8602869.000000 Penalty: 5328.819824
	Iteration 93Q: 3 clusters Score -8602869 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -8602862.000000 Penalty: 5328.819824
	Iteration 94Q: 3 clusters Score -8602862 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -8602912.000000 Penalty: 5328.819824
	Iteration 95Q: 3 clusters Score -8602912 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -8602922.000000 Penalty: 5328.819824
	Iteration 96Q: 3 clusters Score -8602922 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -8602967.000000 Penalty: 5328.819824
	Iteration 97Q: 3 clusters Score -8602967 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -8602966.000000 Penalty: 5328.819824
	Iteration 98Q: 3 clusters Score -8602966 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -8602959.000000 Penalty: 5328.819824
	Iteration 99Q: 3 clusters Score -8602959 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -8602987.000000 Penalty: 5328.819824
	Iteration 100F: 3 clusters Score -8602987 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -8603013.000000 Penalty: 5328.819824
	Iteration 101Q: 3 clusters Score -8603013 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -8603016.000000 Penalty: 5328.819824
	Iteration 102Q: 3 clusters Score -8603016 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -8603022.000000 Penalty: 5328.819824
	Iteration 103Q: 3 clusters Score -8603022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -8603047.000000 Penalty: 5328.819824
	Iteration 104Q: 3 clusters Score -8603047 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -8603057.000000 Penalty: 5328.819824
	Iteration 105Q: 3 clusters Score -8603057 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -8603060.000000 Penalty: 5328.819824
	Iteration 106Q: 3 clusters Score -8603060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -8603064.000000 Penalty: 5328.819824
	Iteration 107Q: 3 clusters Score -8603064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -8603060.000000 Penalty: 5328.819824
	Iteration 108Q: 3 clusters Score -8603060 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -8603048.000000 Penalty: 5328.819824
	Iteration 109Q: 3 clusters Score -8603048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -8603034.000000 Penalty: 5328.819824
	Iteration 110Q: 3 clusters Score -8603034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -8603047.000000 Penalty: 5328.819824
	Iteration 111Q: 3 clusters Score -8603047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -8603042.000000 Penalty: 5328.819824
	Iteration 112Q: 3 clusters Score -8603042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -8603033.000000 Penalty: 5328.819824
	Iteration 113Q: 3 clusters Score -8603033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -8603056.000000 Penalty: 5328.819824
	Iteration 114Q: 3 clusters Score -8603056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -8603052.000000 Penalty: 5328.819824
	Iteration 115Q: 3 clusters Score -8603052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -8603056.000000 Penalty: 5328.819824
	Iteration 116Q: 3 clusters Score -8603056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -8603057.000000 Penalty: 5328.819824
	Iteration 117Q: 3 clusters Score -8603057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -8603062.000000 Penalty: 5328.819824
	Iteration 118Q: 3 clusters Score -8603062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -8603090.000000 Penalty: 5328.819824
	Iteration 119Q: 3 clusters Score -8603090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -8603067.000000 Penalty: 5328.819824
	Iteration 120F: 3 clusters Score -8603067 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -8603077.000000 Penalty: 5328.819824
	Iteration 121Q: 3 clusters Score -8603077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -8603089.000000 Penalty: 5328.819824
	Iteration 122Q: 3 clusters Score -8603089 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -8603103.000000 Penalty: 5328.819824
	Iteration 123Q: 3 clusters Score -8603103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -8603096.000000 Penalty: 5328.819824
	Iteration 124Q: 3 clusters Score -8603096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -8603090.000000 Penalty: 5328.819824
	Iteration 125Q: 3 clusters Score -8603090 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -8603104.000000 Penalty: 5328.819824
	Iteration 126Q: 3 clusters Score -8603104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -8603113.000000 Penalty: 5328.819824
	Iteration 127Q: 3 clusters Score -8603113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -8603111.000000 Penalty: 5328.819824
	Iteration 128Q: 3 clusters Score -8603111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -8603108.000000 Penalty: 5328.819824
	Iteration 129Q: 3 clusters Score -8603108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -8603123.000000 Penalty: 5328.819824
	Iteration 130Q: 3 clusters Score -8603123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -8603125.000000 Penalty: 5328.819824
	Iteration 131Q: 3 clusters Score -8603125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -8603140.000000 Penalty: 5328.819824
	Iteration 132Q: 3 clusters Score -8603140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -8603134.000000 Penalty: 5328.819824
	Iteration 133Q: 3 clusters Score -8603134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -8603136.000000 Penalty: 5328.819824
	Iteration 134Q: 3 clusters Score -8603136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -8603153.000000 Penalty: 5328.819824
	Iteration 135Q: 3 clusters Score -8603153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -8603166.000000 Penalty: 5328.819824
	Iteration 136Q: 3 clusters Score -8603166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -8603151.000000 Penalty: 5328.819824
	Iteration 137Q: 3 clusters Score -8603151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -8603151.000000 Penalty: 5328.819824
	Iteration 138Q: 3 clusters Score -8603151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -8603140.000000 Penalty: 5328.819824
	Iteration 139Q: 3 clusters Score -8603140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -8603142.000000 Penalty: 5328.819824
	Iteration 140F: 3 clusters Score -8603142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -8603138.000000 Penalty: 5328.819824
	Iteration 141Q: 3 clusters Score -8603138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -8603147.000000 Penalty: 5328.819824
	Iteration 142Q: 3 clusters Score -8603147 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -8603147.000000 Penalty: 5328.819824
	Iteration 143Q: 3 clusters Score -8603147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -8603150.000000 Penalty: 5328.819824
	Iteration 144Q: 3 clusters Score -8603150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -8603148.000000 Penalty: 5328.819824
	Iteration 145Q: 3 clusters Score -8603148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -8603162.000000 Penalty: 5328.819824
	Iteration 146Q: 3 clusters Score -8603162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -8603160.000000 Penalty: 5328.819824
	Iteration 147Q: 3 clusters Score -8603160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -8603169.000000 Penalty: 5328.819824
	Iteration 148Q: 3 clusters Score -8603169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -8603154.000000 Penalty: 5328.819824
	Iteration 149Q: 3 clusters Score -8603154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -8603149.000000 Penalty: 5328.819824
	Iteration 150Q: 3 clusters Score -8603149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -8603141.000000 Penalty: 5328.819824
	Iteration 151Q: 3 clusters Score -8603141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -8603128.000000 Penalty: 5328.819824
	Iteration 152Q: 3 clusters Score -8603128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -8603128.000000 Penalty: 5328.819824
	Iteration 153Q: 3 clusters Score -8603128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -8603156.000000 Penalty: 5328.819824
	Iteration 154Q: 3 clusters Score -8603156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -8603147.000000 Penalty: 5328.819824
	Iteration 155Q: 3 clusters Score -8603147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 5328.819824
	Iteration 156Q: 3 clusters Score -8603146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -8603127.000000 Penalty: 5328.819824
	Iteration 157Q: 3 clusters Score -8603127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -8603151.000000 Penalty: 5328.819824
	Iteration 158Q: 3 clusters Score -8603151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -8603133.000000 Penalty: 5328.819824
	Iteration 159Q: 3 clusters Score -8603133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -8603141.000000 Penalty: 5328.819824
	Iteration 160F: 3 clusters Score -8603141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -8603134.000000 Penalty: 5328.819824
	Iteration 161Q: 3 clusters Score -8603134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -8603145.000000 Penalty: 5328.819824
	Iteration 162Q: 3 clusters Score -8603145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -8603137.000000 Penalty: 5328.819824
	Iteration 163Q: 3 clusters Score -8603137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -8603133.000000 Penalty: 5328.819824
	Iteration 164Q: 3 clusters Score -8603133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -8603141.000000 Penalty: 5328.819824
	Iteration 165Q: 3 clusters Score -8603141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -8603144.000000 Penalty: 5328.819824
	Iteration 166Q: 3 clusters Score -8603144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -8603145.000000 Penalty: 5328.819824
	Iteration 167Q: 3 clusters Score -8603145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -8603130.000000 Penalty: 5328.819824
	Iteration 168Q: 3 clusters Score -8603130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -8603128.000000 Penalty: 5328.819824
	Iteration 169Q: 3 clusters Score -8603128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -8603144.000000 Penalty: 5328.819824
	Iteration 170Q: 3 clusters Score -8603144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -8603140.000000 Penalty: 5328.819824
	Iteration 171Q: 3 clusters Score -8603140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -8603142.000000 Penalty: 5328.819824
	Iteration 172Q: 3 clusters Score -8603142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -8603138.000000 Penalty: 5328.819824
	Iteration 173Q: 3 clusters Score -8603138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -8603129.000000 Penalty: 5328.819824
	Iteration 174Q: 3 clusters Score -8603129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -8603126.000000 Penalty: 5328.819824
	Iteration 175Q: 3 clusters Score -8603126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -8603118.000000 Penalty: 5328.819824
	Iteration 176Q: 3 clusters Score -8603118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -8603126.000000 Penalty: 5328.819824
	Iteration 177Q: 3 clusters Score -8603126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -8603133.000000 Penalty: 5328.819824
	Iteration 178Q: 3 clusters Score -8603133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -8603132.000000 Penalty: 5328.819824
	Iteration 179Q: 3 clusters Score -8603132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -8603123.000000 Penalty: 5328.819824
	Iteration 180F: 3 clusters Score -8603123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -8603132.000000 Penalty: 5328.819824
	Iteration 181Q: 3 clusters Score -8603132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -8603132.000000 Penalty: 5328.819824
	Iteration 182Q: 3 clusters Score -8603132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -8603126.000000 Penalty: 5328.819824
	Iteration 183Q: 3 clusters Score -8603126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -8603128.000000 Penalty: 5328.819824
	Iteration 184Q: 3 clusters Score -8603128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -8603145.000000 Penalty: 5328.819824
	Iteration 185Q: 3 clusters Score -8603145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -8603141.000000 Penalty: 5328.819824
	Iteration 186Q: 3 clusters Score -8603141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -8603136.000000 Penalty: 5328.819824
	Iteration 187Q: 3 clusters Score -8603136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -8603150.000000 Penalty: 5328.819824
	Iteration 188Q: 3 clusters Score -8603150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -8603157.000000 Penalty: 5328.819824
	Iteration 189Q: 3 clusters Score -8603157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -8603144.000000 Penalty: 5328.819824
	Iteration 190Q: 3 clusters Score -8603144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -8603145.000000 Penalty: 5328.819824
	Iteration 191Q: 3 clusters Score -8603145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -8603151.000000 Penalty: 5328.819824
	Iteration 192Q: 3 clusters Score -8603151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 5328.819824
	Iteration 193Q: 3 clusters Score -8603146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -8603141.000000 Penalty: 5328.819824
	Iteration 194Q: 3 clusters Score -8603141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -8603144.000000 Penalty: 5328.819824
	Iteration 195Q: 3 clusters Score -8603144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -8603158.000000 Penalty: 5328.819824
	Iteration 196Q: 3 clusters Score -8603158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -8603144.000000 Penalty: 5328.819824
	Iteration 197Q: 3 clusters Score -8603144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -8603147.000000 Penalty: 5328.819824
	Iteration 198Q: 3 clusters Score -8603147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -8603143.000000 Penalty: 5328.819824
	Iteration 199Q: 3 clusters Score -8603143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -8603148.000000 Penalty: 5328.819824
	Iteration 200F: 3 clusters Score -8603148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -8603144.000000 Penalty: 5328.819824
	Iteration 201Q: 3 clusters Score -8603144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -8603151.000000 Penalty: 5328.819824
	Iteration 202Q: 3 clusters Score -8603151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 5328.819824
	Iteration 203Q: 3 clusters Score -8603146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -8603154.000000 Penalty: 5328.819824
	Iteration 204Q: 3 clusters Score -8603154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -8603151.000000 Penalty: 5328.819824
	Iteration 205Q: 3 clusters Score -8603151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -8603150.000000 Penalty: 5328.819824
	Iteration 206Q: 3 clusters Score -8603150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -8603148.000000 Penalty: 5328.819824
	Iteration 207Q: 3 clusters Score -8603148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -8603152.000000 Penalty: 5328.819824
	Iteration 208Q: 3 clusters Score -8603152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -8603142.000000 Penalty: 5328.819824
	Iteration 209Q: 3 clusters Score -8603142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -8603131.000000 Penalty: 5328.819824
	Iteration 210Q: 3 clusters Score -8603131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -8603142.000000 Penalty: 5328.819824
	Iteration 211Q: 3 clusters Score -8603142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -8603136.000000 Penalty: 5328.819824
	Iteration 212Q: 3 clusters Score -8603136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -8603140.000000 Penalty: 5328.819824
	Iteration 213Q: 3 clusters Score -8603140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -8603137.000000 Penalty: 5328.819824
	Iteration 214Q: 3 clusters Score -8603137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -8603138.000000 Penalty: 5328.819824
	Iteration 215Q: 3 clusters Score -8603138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -8603132.000000 Penalty: 5328.819824
	Iteration 216Q: 3 clusters Score -8603132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -8603134.000000 Penalty: 5328.819824
	Iteration 217Q: 3 clusters Score -8603134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -8603136.000000 Penalty: 5328.819824
	Iteration 218Q: 3 clusters Score -8603136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -8603135.000000 Penalty: 5328.819824
	Iteration 219Q: 3 clusters Score -8603135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -8603134.000000 Penalty: 5328.819824
	Iteration 220F: 3 clusters Score -8603134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -8603125.000000 Penalty: 5328.819824
	Iteration 221Q: 3 clusters Score -8603125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -8603127.000000 Penalty: 5328.819824
	Iteration 222Q: 3 clusters Score -8603127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -8603132.000000 Penalty: 5328.819824
	Iteration 223Q: 3 clusters Score -8603132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -8603133.000000 Penalty: 5328.819824
	Iteration 224Q: 3 clusters Score -8603133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -8603142.000000 Penalty: 5328.819824
	Iteration 225Q: 3 clusters Score -8603142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -8603151.000000 Penalty: 5328.819824
	Iteration 226Q: 3 clusters Score -8603151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -8603152.000000 Penalty: 5328.819824
	Iteration 227Q: 3 clusters Score -8603152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -8603147.000000 Penalty: 5328.819824
	Iteration 228Q: 3 clusters Score -8603147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 5328.819824
	Iteration 229Q: 3 clusters Score -8603146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -8603150.000000 Penalty: 5328.819824
	Iteration 230Q: 3 clusters Score -8603150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -8603142.000000 Penalty: 5328.819824
	Iteration 231Q: 3 clusters Score -8603142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -8603152.000000 Penalty: 5328.819824
	Iteration 232Q: 3 clusters Score -8603152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -8603147.000000 Penalty: 5328.819824
	Iteration 233Q: 3 clusters Score -8603147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -8603143.000000 Penalty: 5328.819824
	Iteration 234Q: 3 clusters Score -8603143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -8603138.000000 Penalty: 5328.819824
	Iteration 235Q: 3 clusters Score -8603138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -8603145.000000 Penalty: 5328.819824
	Iteration 236Q: 3 clusters Score -8603145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -8603145.000000 Penalty: 5328.819824
	Iteration 237Q: 3 clusters Score -8603145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -8603143.000000 Penalty: 5328.819824
	Iteration 238Q: 3 clusters Score -8603143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -8603155.000000 Penalty: 5328.819824
	Iteration 239Q: 3 clusters Score -8603155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -8603154.000000 Penalty: 5328.819824
	Iteration 240F: 3 clusters Score -8603154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 5328.819824
	Iteration 241Q: 3 clusters Score -8603146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -8603140.000000 Penalty: 5328.819824
	Iteration 242Q: 3 clusters Score -8603140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -8603153.000000 Penalty: 5328.819824
	Iteration 243Q: 3 clusters Score -8603153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -8603154.000000 Penalty: 5328.819824
	Iteration 244Q: 3 clusters Score -8603154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -8603152.000000 Penalty: 5328.819824
	Iteration 245Q: 3 clusters Score -8603152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -8603149.000000 Penalty: 5328.819824
	Iteration 246Q: 3 clusters Score -8603149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 5328.819824
	Iteration 247Q: 3 clusters Score -8603146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -8603149.000000 Penalty: 5328.819824
	Iteration 248Q: 3 clusters Score -8603149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -8603145.000000 Penalty: 5328.819824
	Iteration 249Q: 3 clusters Score -8603145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -8603150.000000 Penalty: 5328.819824
	Iteration 250Q: 3 clusters Score -8603150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -8603143.000000 Penalty: 5328.819824
	Iteration 251Q: 3 clusters Score -8603143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -8603140.000000 Penalty: 5328.819824
	Iteration 252Q: 3 clusters Score -8603140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -8603148.000000 Penalty: 5328.819824
	Iteration 253Q: 3 clusters Score -8603148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -8603141.000000 Penalty: 5328.819824
	Iteration 254Q: 3 clusters Score -8603141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -8603139.000000 Penalty: 5328.819824
	Iteration 255Q: 3 clusters Score -8603139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -8603153.000000 Penalty: 5328.819824
	Iteration 256Q: 3 clusters Score -8603153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -8603154.000000 Penalty: 5328.819824
	Iteration 257Q: 3 clusters Score -8603154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -8603155.000000 Penalty: 5328.819824
	Iteration 258Q: 3 clusters Score -8603155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -8603154.000000 Penalty: 5328.819824
	Iteration 259Q: 3 clusters Score -8603154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -8603149.000000 Penalty: 5328.819824
	Iteration 260F: 3 clusters Score -8603149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -8603147.000000 Penalty: 5328.819824
	Iteration 261Q: 3 clusters Score -8603147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -8603163.000000 Penalty: 5328.819824
	Iteration 262Q: 3 clusters Score -8603163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -8603162.000000 Penalty: 5328.819824
	Iteration 263Q: 3 clusters Score -8603162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -8603158.000000 Penalty: 5328.819824
	Iteration 264Q: 3 clusters Score -8603158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -8603169.000000 Penalty: 5328.819824
	Iteration 265Q: 3 clusters Score -8603169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -8603172.000000 Penalty: 5328.819824
	Iteration 266Q: 3 clusters Score -8603172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -8603155.000000 Penalty: 5328.819824
	Iteration 267Q: 3 clusters Score -8603155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -8603162.000000 Penalty: 5328.819824
	Iteration 268Q: 3 clusters Score -8603162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -8603160.000000 Penalty: 5328.819824
	Iteration 269Q: 3 clusters Score -8603160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -8603160.000000 Penalty: 5328.819824
	Iteration 270Q: 3 clusters Score -8603160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -8603173.000000 Penalty: 5328.819824
	Iteration 271Q: 3 clusters Score -8603173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -8603169.000000 Penalty: 5328.819824
	Iteration 272Q: 3 clusters Score -8603169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -8603169.000000 Penalty: 5328.819824
	Iteration 273Q: 3 clusters Score -8603169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -8603164.000000 Penalty: 5328.819824
	Iteration 274Q: 3 clusters Score -8603164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -8603160.000000 Penalty: 5328.819824
	Iteration 275Q: 3 clusters Score -8603160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -8603167.000000 Penalty: 5328.819824
	Iteration 276Q: 3 clusters Score -8603167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -8603164.000000 Penalty: 5328.819824
	Iteration 277Q: 3 clusters Score -8603164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -8603161.000000 Penalty: 5328.819824
	Iteration 278Q: 3 clusters Score -8603161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -8603164.000000 Penalty: 5328.819824
	Iteration 279Q: 3 clusters Score -8603164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -8603167.000000 Penalty: 5328.819824
	Iteration 280F: 3 clusters Score -8603167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -8603158.000000 Penalty: 5328.819824
	Iteration 281Q: 3 clusters Score -8603158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -8603162.000000 Penalty: 5328.819824
	Iteration 282Q: 3 clusters Score -8603162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -8603164.000000 Penalty: 5328.819824
	Iteration 283Q: 3 clusters Score -8603164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -8603163.000000 Penalty: 5328.819824
	Iteration 284Q: 3 clusters Score -8603163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -8603160.000000 Penalty: 5328.819824
	Iteration 285Q: 3 clusters Score -8603160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -8603164.000000 Penalty: 5328.819824
	Iteration 286Q: 3 clusters Score -8603164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -8603164.000000 Penalty: 5328.819824
	Iteration 287Q: 3 clusters Score -8603164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -8603166.000000 Penalty: 5328.819824
	Iteration 288Q: 3 clusters Score -8603166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -8603169.000000 Penalty: 5328.819824
	Iteration 289Q: 3 clusters Score -8603169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -8603166.000000 Penalty: 5328.819824
	Iteration 290Q: 3 clusters Score -8603166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -8603161.000000 Penalty: 5328.819824
	Iteration 291Q: 3 clusters Score -8603161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -8603153.000000 Penalty: 5328.819824
	Iteration 292Q: 3 clusters Score -8603153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 5328.819824
	Iteration 293Q: 3 clusters Score -8603146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -8603152.000000 Penalty: 5328.819824
	Iteration 294Q: 3 clusters Score -8603152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -8603160.000000 Penalty: 5328.819824
	Iteration 295Q: 3 clusters Score -8603160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 5328.819824
	Iteration 296Q: 3 clusters Score -8603146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -8603151.000000 Penalty: 5328.819824
	Iteration 297Q: 3 clusters Score -8603151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -8603175.000000 Penalty: 5328.819824
	Iteration 298Q: 3 clusters Score -8603175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -8603169.000000 Penalty: 5328.819824
	Iteration 299Q: 3 clusters Score -8603169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -8603156.000000 Penalty: 5328.819824
	Iteration 300F: 3 clusters Score -8603156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -8603152.000000 Penalty: 5328.819824
	Iteration 301Q: 3 clusters Score -8603152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -8603158.000000 Penalty: 5328.819824
	Iteration 302Q: 3 clusters Score -8603158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -8603150.000000 Penalty: 5328.819824
	Iteration 303Q: 3 clusters Score -8603150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -8603143.000000 Penalty: 5328.819824
	Iteration 304Q: 3 clusters Score -8603143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -8603144.000000 Penalty: 5328.819824
	Iteration 305Q: 3 clusters Score -8603144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -8603145.000000 Penalty: 5328.819824
	Iteration 306Q: 3 clusters Score -8603145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -8603135.000000 Penalty: 5328.819824
	Iteration 307Q: 3 clusters Score -8603135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -8603147.000000 Penalty: 5328.819824
	Iteration 308Q: 3 clusters Score -8603147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -8603142.000000 Penalty: 5328.819824
	Iteration 309Q: 3 clusters Score -8603142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -8603137.000000 Penalty: 5328.819824
	Iteration 310Q: 3 clusters Score -8603137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -8603130.000000 Penalty: 5328.819824
	Iteration 311Q: 3 clusters Score -8603130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -8603148.000000 Penalty: 5328.819824
	Iteration 312Q: 3 clusters Score -8603148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 5328.819824
	Iteration 313Q: 3 clusters Score -8603146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -8603145.000000 Penalty: 5328.819824
	Iteration 314Q: 3 clusters Score -8603145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -8603141.000000 Penalty: 5328.819824
	Iteration 315Q: 3 clusters Score -8603141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -8603141.000000 Penalty: 5328.819824
	Iteration 316F: 3 clusters Score -8603141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Entering Unmasked Estep 
Score: -1216445.375000 Penalty: 2179.154785
	Iteration 0F: 2 clusters Score -1216445 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 3203 members 
Entering Unmasked Estep 
Score: -1210883.000000 Penalty: 4358.309570
	Iteration 0F: 3 clusters Score -1210883 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1212284.500000 Penalty: 4358.309570
	Iteration 1F: 3 clusters Score -1212284 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1212540.500000 Penalty: 4358.309570
	Iteration 2F: 3 clusters Score -1212540 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1212725.625000 Penalty: 4358.309570
	Iteration 3F: 3 clusters Score -1212726 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1212865.125000 Penalty: 4358.309570
	Iteration 4Q: 3 clusters Score -1212865 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1212990.000000 Penalty: 4358.309570
	Iteration 5Q: 3 clusters Score -1212990 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1213100.375000 Penalty: 4358.309570
	Iteration 6Q: 3 clusters Score -1213100 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1213221.000000 Penalty: 4358.309570
	Iteration 7Q: 3 clusters Score -1213221 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1213386.000000 Penalty: 4358.309570
	Iteration 8Q: 3 clusters Score -1213386 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1213561.875000 Penalty: 4358.309570
	Iteration 9Q: 3 clusters Score -1213562 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1213733.625000 Penalty: 4358.309570
	Iteration 10Q: 3 clusters Score -1213734 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1213915.500000 Penalty: 4358.309570
	Iteration 11Q: 3 clusters Score -1213916 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1214083.625000 Penalty: 4358.309570
	Iteration 12Q: 3 clusters Score -1214084 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1214272.875000 Penalty: 4358.309570
	Iteration 13Q: 3 clusters Score -1214273 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1214444.500000 Penalty: 4358.309570
	Iteration 14Q: 3 clusters Score -1214444 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1214608.625000 Penalty: 4358.309570
	Iteration 15Q: 3 clusters Score -1214609 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1214758.625000 Penalty: 4358.309570
	Iteration 16Q: 3 clusters Score -1214759 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1214843.125000 Penalty: 4358.309570
	Iteration 17Q: 3 clusters Score -1214843 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1214892.000000 Penalty: 4358.309570
	Iteration 18Q: 3 clusters Score -1214892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1214922.250000 Penalty: 4358.309570
	Iteration 19Q: 3 clusters Score -1214922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1214935.750000 Penalty: 4358.309570
	Iteration 20F: 3 clusters Score -1214936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1214943.875000 Penalty: 4358.309570
	Iteration 21Q: 3 clusters Score -1214944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1214949.000000 Penalty: 4358.309570
	Iteration 22Q: 3 clusters Score -1214949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1214955.875000 Penalty: 4358.309570
	Iteration 23Q: 3 clusters Score -1214956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1214957.750000 Penalty: 4358.309570
	Iteration 24Q: 3 clusters Score -1214958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1214957.500000 Penalty: 4358.309570
	Iteration 25Q: 3 clusters Score -1214958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1214958.000000 Penalty: 4358.309570
	Iteration 26Q: 3 clusters Score -1214958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1214958.000000 Penalty: 4358.309570
	Iteration 27F: 3 clusters Score -1214958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -142416.390625 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -142416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -140679.125000 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -140679.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141077.718750 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -141077.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141221.203125 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -141221.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -141331.312500 Penalty: 3325.389648
	Iteration 3Q: 3 clusters Score -141331.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -141413.578125 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -141413.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -141472.234375 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -141472.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -141507.921875 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -141507.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -141546.906250 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -141546.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -141595.593750 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -141595.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -141621.125000 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -141621.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -141650.968750 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -141651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -141685.484375 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -141685.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -141706.531250 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -141706.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -141718.421875 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -141718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -141737.828125 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -141737.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -141756.093750 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -141756.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -141772.265625 Penalty: 3325.389648
	Iteration 16Q: 3 clusters Score -141772.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -141789.500000 Penalty: 3325.389648
	Iteration 17Q: 3 clusters Score -141789.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -141804.250000 Penalty: 3325.389648
	Iteration 18Q: 3 clusters Score -141804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -141824.062500 Penalty: 3325.389648
	Iteration 19Q: 3 clusters Score -141824.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -141846.281250 Penalty: 3325.389648
	Iteration 20F: 3 clusters Score -141846.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -141883.234375 Penalty: 3325.389648
	Iteration 21Q: 3 clusters Score -141883.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -141900.281250 Penalty: 3325.389648
	Iteration 22Q: 3 clusters Score -141900.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -141921.718750 Penalty: 3325.389648
	Iteration 23Q: 3 clusters Score -141921.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -141963.765625 Penalty: 3325.389648
	Iteration 24Q: 3 clusters Score -141963.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -142015.187500 Penalty: 3325.389648
	Iteration 25Q: 3 clusters Score -142015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -142045.703125 Penalty: 3325.389648
	Iteration 26Q: 3 clusters Score -142045.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -142082.531250 Penalty: 3325.389648
	Iteration 27Q: 3 clusters Score -142082.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -142112.921875 Penalty: 3325.389648
	Iteration 28Q: 3 clusters Score -142112.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -142134.734375 Penalty: 3325.389648
	Iteration 29Q: 3 clusters Score -142134.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -142149.703125 Penalty: 3325.389648
	Iteration 30Q: 3 clusters Score -142149.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -142149.703125 Penalty: 3325.389648
	Iteration 31F: 3 clusters Score -142149.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -20293.675781 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -20293.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19322.285156 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -19322.29 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19562.783203 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -19562.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19624.054688 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -19624.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19697.505859 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -19697.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19737.937500 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -19737.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19737.937500 Penalty: 2774.976807
	Iteration 5F: 3 clusters Score -19737.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -93055.632812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -93055.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91453.687500 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91453.69 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -91781.164062 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91781.16 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91990.812500 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -91990.81 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92177.359375 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -92177.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92320.187500 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -92320.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92384.554688 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -92384.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92427.085938 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -92427.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92449.171875 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -92449.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92475.148438 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -92475.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92495.812500 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -92495.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -92516.585938 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -92516.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -92545.703125 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -92545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92558.781250 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -92558.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92566.750000 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -92566.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92573.867188 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -92573.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92573.867188 Penalty: 3220.151123
	Iteration 15F: 3 clusters Score -92573.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -51309.917969 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -51309.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49905.261719 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -49905.26 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50198.828125 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -50198.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50442.480469 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -50442.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50610.843750 Penalty: 3067.337891
	Iteration 3F: 3 clusters Score -50610.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50702.625000 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -50702.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50798.687500 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -50798.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50880.769531 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -50880.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50904.605469 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -50904.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50905.414062 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -50905.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50905.414062 Penalty: 3067.337891
	Iteration 9F: 3 clusters Score -50905.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -87921.171875 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -87921.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86376.609375 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -86376.61 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86880.742188 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -86880.74 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87116.710938 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -87116.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87278.250000 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -87278.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87335.750000 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -87335.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87395.820312 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -87395.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87422.781250 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -87422.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87438.367188 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -87438.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87438.367188 Penalty: 3229.825684
	Iteration 8F: 3 clusters Score -87438.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5780 members 
Mstep: Class 3 contains 37885 members 
Mstep: Class 4 contains 41891 members 
Mstep: Class 5 contains 46342 members 
Mstep: Class 6 contains 42827 members 
Mstep: Class 7 contains 43740 members 
Mstep: Class 8 contains 47623 members 
Mstep: Class 9 contains 43199 members 
Mstep: Class 10 contains 45826 members 
Mstep: Class 11 contains 8509 members 
Mstep: Class 12 contains 46063 members 
Mstep: Class 13 contains 45861 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23868 members 
Mstep: Class 16 contains 45422 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46332 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672648.000000 Penalty: 79037.695312
Iteration 359Q: 25 clusters Score -1.066726e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5791 members 
Mstep: Class 3 contains 37921 members 
Mstep: Class 4 contains 41883 members 
Mstep: Class 5 contains 46335 members 
Mstep: Class 6 contains 42846 members 
Mstep: Class 7 contains 43741 members 
Mstep: Class 8 contains 47595 members 
Mstep: Class 9 contains 43219 members 
Mstep: Class 10 contains 45848 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 46090 members 
Mstep: Class 13 contains 45885 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23858 members 
Mstep: Class 16 contains 45426 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46277 members 
Mstep: Class 19 contains 6488 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672832.000000 Penalty: 79037.695312
Iteration 360F: 25 clusters Score -1.066728e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5794 members 
Mstep: Class 3 contains 37949 members 
Mstep: Class 4 contains 41880 members 
Mstep: Class 5 contains 46356 members 
Mstep: Class 6 contains 42843 members 
Mstep: Class 7 contains 43741 members 
Mstep: Class 8 contains 47570 members 
Mstep: Class 9 contains 43229 members 
Mstep: Class 10 contains 45881 members 
Mstep: Class 11 contains 8518 members 
Mstep: Class 12 contains 46105 members 
Mstep: Class 13 contains 45882 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 45440 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46254 members 
Mstep: Class 19 contains 6421 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672576.000000 Penalty: 79037.695312
Iteration 361Q: 25 clusters Score -1.066726e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 37954 members 
Mstep: Class 4 contains 41870 members 
Mstep: Class 5 contains 46365 members 
Mstep: Class 6 contains 42856 members 
Mstep: Class 7 contains 43751 members 
Mstep: Class 8 contains 47536 members 
Mstep: Class 9 contains 43240 members 
Mstep: Class 10 contains 45899 members 
Mstep: Class 11 contains 8525 members 
Mstep: Class 12 contains 46108 members 
Mstep: Class 13 contains 45896 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23848 members 
Mstep: Class 16 contains 45477 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46250 members 
Mstep: Class 19 contains 6342 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672512.000000 Penalty: 79037.695312
Iteration 362Q: 25 clusters Score -1.066725e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5804 members 
Mstep: Class 3 contains 37946 members 
Mstep: Class 4 contains 41874 members 
Mstep: Class 5 contains 46388 members 
Mstep: Class 6 contains 42878 members 
Mstep: Class 7 contains 43774 members 
Mstep: Class 8 contains 47473 members 
Mstep: Class 9 contains 43243 members 
Mstep: Class 10 contains 45891 members 
Mstep: Class 11 contains 8530 members 
Mstep: Class 12 contains 46111 members 
Mstep: Class 13 contains 45907 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23849 members 
Mstep: Class 16 contains 45534 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46244 members 
Mstep: Class 19 contains 6270 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672128.000000 Penalty: 79037.695312
Iteration 363Q: 25 clusters Score -1.066721e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5814 members 
Mstep: Class 3 contains 37958 members 
Mstep: Class 4 contains 41876 members 
Mstep: Class 5 contains 46414 members 
Mstep: Class 6 contains 42869 members 
Mstep: Class 7 contains 43773 members 
Mstep: Class 8 contains 47485 members 
Mstep: Class 9 contains 43214 members 
Mstep: Class 10 contains 45880 members 
Mstep: Class 11 contains 8535 members 
Mstep: Class 12 contains 46099 members 
Mstep: Class 13 contains 45882 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23848 members 
Mstep: Class 16 contains 45604 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46254 members 
Mstep: Class 19 contains 6211 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671952.000000 Penalty: 79037.695312
Iteration 364Q: 25 clusters Score -1.06672e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 37984 members 
Mstep: Class 4 contains 41874 members 
Mstep: Class 5 contains 46443 members 
Mstep: Class 6 contains 42863 members 
Mstep: Class 7 contains 43803 members 
Mstep: Class 8 contains 47503 members 
Mstep: Class 9 contains 43159 members 
Mstep: Class 10 contains 45869 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 46088 members 
Mstep: Class 13 contains 45846 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23844 members 
Mstep: Class 16 contains 45671 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46271 members 
Mstep: Class 19 contains 6144 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671760.000000 Penalty: 79037.695312
Iteration 365Q: 25 clusters Score -1.066718e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5822 members 
Mstep: Class 3 contains 38015 members 
Mstep: Class 4 contains 41867 members 
Mstep: Class 5 contains 46461 members 
Mstep: Class 6 contains 42879 members 
Mstep: Class 7 contains 43803 members 
Mstep: Class 8 contains 47517 members 
Mstep: Class 9 contains 43115 members 
Mstep: Class 10 contains 45838 members 
Mstep: Class 11 contains 8539 members 
Mstep: Class 12 contains 46089 members 
Mstep: Class 13 contains 45832 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23836 members 
Mstep: Class 16 contains 45735 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46267 members 
Mstep: Class 19 contains 6102 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671704.000000 Penalty: 79037.695312
Iteration 366Q: 25 clusters Score -1.066717e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5824 members 
Mstep: Class 3 contains 38045 members 
Mstep: Class 4 contains 41859 members 
Mstep: Class 5 contains 46501 members 
Mstep: Class 6 contains 42880 members 
Mstep: Class 7 contains 43796 members 
Mstep: Class 8 contains 47527 members 
Mstep: Class 9 contains 43074 members 
Mstep: Class 10 contains 45802 members 
Mstep: Class 11 contains 8541 members 
Mstep: Class 12 contains 46068 members 
Mstep: Class 13 contains 45855 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23836 members 
Mstep: Class 16 contains 45797 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46259 members 
Mstep: Class 19 contains 6055 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671576.000000 Penalty: 79037.695312
Iteration 367Q: 25 clusters Score -1.066716e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5823 members 
Mstep: Class 3 contains 38057 members 
Mstep: Class 4 contains 41866 members 
Mstep: Class 5 contains 46508 members 
Mstep: Class 6 contains 42877 members 
Mstep: Class 7 contains 43779 members 
Mstep: Class 8 contains 47560 members 
Mstep: Class 9 contains 43063 members 
Mstep: Class 10 contains 45795 members 
Mstep: Class 11 contains 8541 members 
Mstep: Class 12 contains 46087 members 
Mstep: Class 13 contains 45840 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23833 members 
Mstep: Class 16 contains 45852 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46230 members 
Mstep: Class 19 contains 6009 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671472.000000 Penalty: 79037.695312
Iteration 368Q: 25 clusters Score -1.066715e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 38058 members 
Mstep: Class 4 contains 41869 members 
Mstep: Class 5 contains 46528 members 
Mstep: Class 6 contains 42878 members 
Mstep: Class 7 contains 43755 members 
Mstep: Class 8 contains 47588 members 
Mstep: Class 9 contains 43049 members 
Mstep: Class 10 contains 45791 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 12 contains 46090 members 
Mstep: Class 13 contains 45866 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23832 members 
Mstep: Class 16 contains 45877 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46207 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671576.000000 Penalty: 79037.695312
Iteration 369Q: 25 clusters Score -1.066716e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5827 members 
Mstep: Class 3 contains 38071 members 
Mstep: Class 4 contains 41878 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 42875 members 
Mstep: Class 7 contains 43733 members 
Mstep: Class 8 contains 47579 members 
Mstep: Class 9 contains 43031 members 
Mstep: Class 10 contains 45817 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 12 contains 46088 members 
Mstep: Class 13 contains 45862 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23828 members 
Mstep: Class 16 contains 45933 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46190 members 
Mstep: Class 19 contains 5923 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671392.000000 Penalty: 79037.695312
Iteration 370Q: 25 clusters Score -1.066714e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 38079 members 
Mstep: Class 4 contains 41882 members 
Mstep: Class 5 contains 46550 members 
Mstep: Class 6 contains 42866 members 
Mstep: Class 7 contains 43747 members 
Mstep: Class 8 contains 47592 members 
Mstep: Class 9 contains 43017 members 
Mstep: Class 10 contains 45831 members 
Mstep: Class 11 contains 8540 members 
Mstep: Class 12 contains 46088 members 
Mstep: Class 13 contains 45847 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23824 members 
Mstep: Class 16 contains 45976 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46166 members 
Mstep: Class 19 contains 5883 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671328.000000 Penalty: 79037.695312
Iteration 371Q: 25 clusters Score -1.066713e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5835 members 
Mstep: Class 3 contains 38100 members 
Mstep: Class 4 contains 41881 members 
Mstep: Class 5 contains 46554 members 
Mstep: Class 6 contains 42857 members 
Mstep: Class 7 contains 43729 members 
Mstep: Class 8 contains 47557 members 
Mstep: Class 9 contains 43035 members 
Mstep: Class 10 contains 45833 members 
Mstep: Class 11 contains 8540 members 
Mstep: Class 12 contains 46124 members 
Mstep: Class 13 contains 45839 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23823 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46148 members 
Mstep: Class 19 contains 5843 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671360.000000 Penalty: 79037.695312
Iteration 372Q: 25 clusters Score -1.066714e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5842 members 
Mstep: Class 3 contains 38111 members 
Mstep: Class 4 contains 41878 members 
Mstep: Class 5 contains 46559 members 
Mstep: Class 6 contains 42872 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 47537 members 
Mstep: Class 9 contains 43038 members 
Mstep: Class 10 contains 45825 members 
Mstep: Class 11 contains 8540 members 
Mstep: Class 12 contains 46136 members 
Mstep: Class 13 contains 45806 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23821 members 
Mstep: Class 16 contains 46106 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46140 members 
Mstep: Class 19 contains 5802 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671544.000000 Penalty: 79037.695312
Iteration 373Q: 25 clusters Score -1.066715e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5842 members 
Mstep: Class 3 contains 38132 members 
Mstep: Class 4 contains 41876 members 
Mstep: Class 5 contains 46558 members 
Mstep: Class 6 contains 42896 members 
Mstep: Class 7 contains 43688 members 
Mstep: Class 8 contains 47568 members 
Mstep: Class 9 contains 43057 members 
Mstep: Class 10 contains 45805 members 
Mstep: Class 11 contains 8540 members 
Mstep: Class 12 contains 46134 members 
Mstep: Class 13 contains 45767 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23821 members 
Mstep: Class 16 contains 46152 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46122 members 
Mstep: Class 19 contains 5759 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671184.000000 Penalty: 79037.695312
Iteration 374Q: 25 clusters Score -1.066712e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5854 members 
Mstep: Class 3 contains 38131 members 
Mstep: Class 4 contains 41886 members 
Mstep: Class 5 contains 46551 members 
Mstep: Class 6 contains 42922 members 
Mstep: Class 7 contains 43663 members 
Mstep: Class 8 contains 47599 members 
Mstep: Class 9 contains 43077 members 
Mstep: Class 10 contains 45807 members 
Mstep: Class 11 contains 8541 members 
Mstep: Class 12 contains 46116 members 
Mstep: Class 13 contains 45723 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23819 members 
Mstep: Class 16 contains 46202 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46107 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671376.000000 Penalty: 79037.695312
Iteration 375Q: 25 clusters Score -1.066714e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5878 members 
Mstep: Class 3 contains 38138 members 
Mstep: Class 4 contains 41887 members 
Mstep: Class 5 contains 46546 members 
Mstep: Class 6 contains 42918 members 
Mstep: Class 7 contains 43659 members 
Mstep: Class 8 contains 47625 members 
Mstep: Class 9 contains 43092 members 
Mstep: Class 10 contains 45799 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 12 contains 46114 members 
Mstep: Class 13 contains 45720 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23809 members 
Mstep: Class 16 contains 46225 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46081 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671376.000000 Penalty: 79037.695312
Iteration 376Q: 25 clusters Score -1.066714e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5879 members 
Mstep: Class 3 contains 38159 members 
Mstep: Class 4 contains 41879 members 
Mstep: Class 5 contains 46550 members 
Mstep: Class 6 contains 42934 members 
Mstep: Class 7 contains 43648 members 
Mstep: Class 8 contains 47653 members 
Mstep: Class 9 contains 43096 members 
Mstep: Class 10 contains 45798 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 12 contains 46103 members 
Mstep: Class 13 contains 45716 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23806 members 
Mstep: Class 16 contains 46235 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46078 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671288.000000 Penalty: 79037.695312
Iteration 377Q: 25 clusters Score -1.066713e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5879 members 
Mstep: Class 3 contains 38180 members 
Mstep: Class 4 contains 41878 members 
Mstep: Class 5 contains 46534 members 
Mstep: Class 6 contains 42937 members 
Mstep: Class 7 contains 43674 members 
Mstep: Class 8 contains 47691 members 
Mstep: Class 9 contains 43115 members 
Mstep: Class 10 contains 45764 members 
Mstep: Class 11 contains 8543 members 
Mstep: Class 12 contains 46088 members 
Mstep: Class 13 contains 45704 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23800 members 
Mstep: Class 16 contains 46276 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46055 members 
Mstep: Class 19 contains 5603 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671312.000000 Penalty: 79037.695312
Iteration 378Q: 25 clusters Score -1.066713e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 3 contains 38226 members 
Mstep: Class 4 contains 41867 members 
Mstep: Class 5 contains 46526 members 
Mstep: Class 6 contains 42937 members 
Mstep: Class 7 contains 43664 members 
Mstep: Class 8 contains 47704 members 
Mstep: Class 9 contains 43123 members 
Mstep: Class 10 contains 45721 members 
Mstep: Class 11 contains 8545 members 
Mstep: Class 12 contains 46093 members 
Mstep: Class 13 contains 45704 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23799 members 
Mstep: Class 16 contains 46318 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46044 members 
Mstep: Class 19 contains 5563 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671304.000000 Penalty: 79037.695312
Iteration 379Q: 25 clusters Score -1.066713e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5886 members 
Mstep: Class 3 contains 38240 members 
Mstep: Class 4 contains 41877 members 
Mstep: Class 5 contains 46517 members 
Mstep: Class 6 contains 42938 members 
Mstep: Class 7 contains 43665 members 
Mstep: Class 8 contains 47745 members 
Mstep: Class 9 contains 43124 members 
Mstep: Class 10 contains 45669 members 
Mstep: Class 11 contains 8547 members 
Mstep: Class 12 contains 46118 members 
Mstep: Class 13 contains 45711 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23797 members 
Mstep: Class 16 contains 46325 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46035 members 
Mstep: Class 19 contains 5527 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671440.000000 Penalty: 79037.695312
Iteration 380F: 25 clusters Score -1.066714e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 38253 members 
Mstep: Class 4 contains 41872 members 
Mstep: Class 5 contains 46520 members 
Mstep: Class 6 contains 42944 members 
Mstep: Class 7 contains 43664 members 
Mstep: Class 8 contains 47781 members 
Mstep: Class 9 contains 43119 members 
Mstep: Class 10 contains 45629 members 
Mstep: Class 11 contains 8549 members 
Mstep: Class 12 contains 46129 members 
Mstep: Class 13 contains 45756 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23796 members 
Mstep: Class 16 contains 46294 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46038 members 
Mstep: Class 19 contains 5488 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671376.000000 Penalty: 79037.695312
Iteration 381Q: 25 clusters Score -1.066714e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5897 members 
Mstep: Class 3 contains 38259 members 
Mstep: Class 4 contains 41876 members 
Mstep: Class 5 contains 46539 members 
Mstep: Class 6 contains 42944 members 
Mstep: Class 7 contains 43673 members 
Mstep: Class 8 contains 47793 members 
Mstep: Class 9 contains 43093 members 
Mstep: Class 10 contains 45582 members 
Mstep: Class 11 contains 8549 members 
Mstep: Class 12 contains 46139 members 
Mstep: Class 13 contains 45829 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23791 members 
Mstep: Class 16 contains 46254 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46059 members 
Mstep: Class 19 contains 5444 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671552.000000 Penalty: 79037.695312
Iteration 382Q: 25 clusters Score -1.066716e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5908 members 
Mstep: Class 3 contains 38267 members 
Mstep: Class 4 contains 41866 members 
Mstep: Class 5 contains 46547 members 
Mstep: Class 6 contains 42954 members 
Mstep: Class 7 contains 43691 members 
Mstep: Class 8 contains 47794 members 
Mstep: Class 9 contains 43088 members 
Mstep: Class 10 contains 45569 members 
Mstep: Class 11 contains 8554 members 
Mstep: Class 12 contains 46143 members 
Mstep: Class 13 contains 45864 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23781 members 
Mstep: Class 16 contains 46235 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46058 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671464.000000 Penalty: 79037.695312
Iteration 383Q: 25 clusters Score -1.066715e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5918 members 
Mstep: Class 3 contains 38281 members 
Mstep: Class 4 contains 41865 members 
Mstep: Class 5 contains 46548 members 
Mstep: Class 6 contains 42963 members 
Mstep: Class 7 contains 43718 members 
Mstep: Class 8 contains 47790 members 
Mstep: Class 9 contains 43050 members 
Mstep: Class 10 contains 45554 members 
Mstep: Class 11 contains 8557 members 
Mstep: Class 12 contains 46163 members 
Mstep: Class 13 contains 45911 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23773 members 
Mstep: Class 16 contains 46212 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46064 members 
Mstep: Class 19 contains 5354 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671472.000000 Penalty: 79037.695312
Iteration 384Q: 25 clusters Score -1.066715e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5927 members 
Mstep: Class 3 contains 38307 members 
Mstep: Class 4 contains 41854 members 
Mstep: Class 5 contains 46549 members 
Mstep: Class 6 contains 42972 members 
Mstep: Class 7 contains 43733 members 
Mstep: Class 8 contains 47792 members 
Mstep: Class 9 contains 43013 members 
Mstep: Class 10 contains 45558 members 
Mstep: Class 11 contains 8561 members 
Mstep: Class 12 contains 46178 members 
Mstep: Class 13 contains 45946 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23770 members 
Mstep: Class 16 contains 46189 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46067 members 
Mstep: Class 19 contains 5305 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671512.000000 Penalty: 79037.695312
Iteration 385Q: 25 clusters Score -1.066715e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5931 members 
Mstep: Class 3 contains 38331 members 
Mstep: Class 4 contains 41849 members 
Mstep: Class 5 contains 46569 members 
Mstep: Class 6 contains 42978 members 
Mstep: Class 7 contains 43739 members 
Mstep: Class 8 contains 47812 members 
Mstep: Class 9 contains 42965 members 
Mstep: Class 10 contains 45556 members 
Mstep: Class 11 contains 8563 members 
Mstep: Class 12 contains 46179 members 
Mstep: Class 13 contains 45984 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23774 members 
Mstep: Class 16 contains 46161 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46075 members 
Mstep: Class 19 contains 5256 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671528.000000 Penalty: 79037.695312
Iteration 386Q: 25 clusters Score -1.066715e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5941 members 
Mstep: Class 3 contains 38354 members 
Mstep: Class 4 contains 41839 members 
Mstep: Class 5 contains 46594 members 
Mstep: Class 6 contains 42980 members 
Mstep: Class 7 contains 43748 members 
Mstep: Class 8 contains 47800 members 
Mstep: Class 9 contains 42909 members 
Mstep: Class 10 contains 45539 members 
Mstep: Class 11 contains 8571 members 
Mstep: Class 12 contains 46192 members 
Mstep: Class 13 contains 46076 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23775 members 
Mstep: Class 16 contains 46130 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46079 members 
Mstep: Class 19 contains 5196 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671440.000000 Penalty: 79037.695312
Iteration 387Q: 25 clusters Score -1.066714e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 38382 members 
Mstep: Class 4 contains 41844 members 
Mstep: Class 5 contains 46610 members 
Mstep: Class 6 contains 42978 members 
Mstep: Class 7 contains 43758 members 
Mstep: Class 8 contains 47786 members 
Mstep: Class 9 contains 42864 members 
Mstep: Class 10 contains 45512 members 
Mstep: Class 11 contains 8577 members 
Mstep: Class 12 contains 46194 members 
Mstep: Class 13 contains 46167 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23770 members 
Mstep: Class 16 contains 46113 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46084 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671328.000000 Penalty: 79037.695312
Iteration 388Q: 25 clusters Score -1.066713e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 38408 members 
Mstep: Class 4 contains 41848 members 
Mstep: Class 5 contains 46631 members 
Mstep: Class 6 contains 42979 members 
Mstep: Class 7 contains 43766 members 
Mstep: Class 8 contains 47760 members 
Mstep: Class 9 contains 42818 members 
Mstep: Class 10 contains 45500 members 
Mstep: Class 11 contains 8582 members 
Mstep: Class 12 contains 46183 members 
Mstep: Class 13 contains 46242 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23765 members 
Mstep: Class 16 contains 46113 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 5078 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671320.000000 Penalty: 79037.695312
Iteration 389Q: 25 clusters Score -1.066713e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5956 members 
Mstep: Class 3 contains 38450 members 
Mstep: Class 4 contains 41848 members 
Mstep: Class 5 contains 46637 members 
Mstep: Class 6 contains 42981 members 
Mstep: Class 7 contains 43787 members 
Mstep: Class 8 contains 47770 members 
Mstep: Class 9 contains 42770 members 
Mstep: Class 10 contains 45521 members 
Mstep: Class 11 contains 8588 members 
Mstep: Class 12 contains 46174 members 
Mstep: Class 13 contains 46286 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23763 members 
Mstep: Class 16 contains 46092 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 46072 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671272.000000 Penalty: 79037.695312
Iteration 390Q: 25 clusters Score -1.066713e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 38488 members 
Mstep: Class 4 contains 41855 members 
Mstep: Class 5 contains 46649 members 
Mstep: Class 6 contains 42979 members 
Mstep: Class 7 contains 43811 members 
Mstep: Class 8 contains 47774 members 
Mstep: Class 9 contains 42739 members 
Mstep: Class 10 contains 45520 members 
Mstep: Class 11 contains 8593 members 
Mstep: Class 12 contains 46166 members 
Mstep: Class 13 contains 46300 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23759 members 
Mstep: Class 16 contains 46074 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46099 members 
Mstep: Class 19 contains 4957 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671432.000000 Penalty: 79037.695312
Iteration 391Q: 25 clusters Score -1.066714e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 38538 members 
Mstep: Class 4 contains 41851 members 
Mstep: Class 5 contains 46672 members 
Mstep: Class 6 contains 42974 members 
Mstep: Class 7 contains 43799 members 
Mstep: Class 8 contains 47774 members 
Mstep: Class 9 contains 42723 members 
Mstep: Class 10 contains 45533 members 
Mstep: Class 11 contains 8596 members 
Mstep: Class 12 contains 46165 members 
Mstep: Class 13 contains 46309 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23757 members 
Mstep: Class 16 contains 46062 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46110 members 
Mstep: Class 19 contains 4895 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671456.000000 Penalty: 79037.695312
Iteration 392Q: 25 clusters Score -1.066715e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5961 members 
Mstep: Class 3 contains 38586 members 
Mstep: Class 4 contains 41847 members 
Mstep: Class 5 contains 46696 members 
Mstep: Class 6 contains 42969 members 
Mstep: Class 7 contains 43756 members 
Mstep: Class 8 contains 47769 members 
Mstep: Class 9 contains 42702 members 
Mstep: Class 10 contains 45558 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 46190 members 
Mstep: Class 13 contains 46346 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23756 members 
Mstep: Class 16 contains 46024 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46128 members 
Mstep: Class 19 contains 4832 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671304.000000 Penalty: 79037.695312
Iteration 393Q: 25 clusters Score -1.066713e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5961 members 
Mstep: Class 3 contains 38617 members 
Mstep: Class 4 contains 41854 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 42973 members 
Mstep: Class 7 contains 43732 members 
Mstep: Class 8 contains 47773 members 
Mstep: Class 9 contains 42697 members 
Mstep: Class 10 contains 45555 members 
Mstep: Class 11 contains 8603 members 
Mstep: Class 12 contains 46202 members 
Mstep: Class 13 contains 46365 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23755 members 
Mstep: Class 16 contains 45998 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46131 members 
Mstep: Class 19 contains 4774 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671248.000000 Penalty: 79037.695312
Iteration 394Q: 25 clusters Score -1.066712e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5962 members 
Mstep: Class 3 contains 38643 members 
Mstep: Class 4 contains 41863 members 
Mstep: Class 5 contains 46750 members 
Mstep: Class 6 contains 42987 members 
Mstep: Class 7 contains 43718 members 
Mstep: Class 8 contains 47751 members 
Mstep: Class 9 contains 42704 members 
Mstep: Class 10 contains 45582 members 
Mstep: Class 11 contains 8606 members 
Mstep: Class 12 contains 46196 members 
Mstep: Class 13 contains 46385 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23755 members 
Mstep: Class 16 contains 45982 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46123 members 
Mstep: Class 19 contains 4713 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671248.000000 Penalty: 79037.695312
Iteration 395Q: 25 clusters Score -1.066712e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 38662 members 
Mstep: Class 4 contains 41870 members 
Mstep: Class 5 contains 46758 members 
Mstep: Class 6 contains 42990 members 
Mstep: Class 7 contains 43733 members 
Mstep: Class 8 contains 47729 members 
Mstep: Class 9 contains 42704 members 
Mstep: Class 10 contains 45607 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 46182 members 
Mstep: Class 13 contains 46386 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23753 members 
Mstep: Class 16 contains 46010 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46134 members 
Mstep: Class 19 contains 4640 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671216.000000 Penalty: 79037.695312
Iteration 396Q: 25 clusters Score -1.066712e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5961 members 
Mstep: Class 3 contains 38684 members 
Mstep: Class 4 contains 41877 members 
Mstep: Class 5 contains 46777 members 
Mstep: Class 6 contains 42992 members 
Mstep: Class 7 contains 43737 members 
Mstep: Class 8 contains 47747 members 
Mstep: Class 9 contains 42709 members 
Mstep: Class 10 contains 45614 members 
Mstep: Class 11 contains 8610 members 
Mstep: Class 12 contains 46166 members 
Mstep: Class 13 contains 46378 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23748 members 
Mstep: Class 16 contains 46016 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46125 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671000.000000 Penalty: 79037.695312
Iteration 397Q: 25 clusters Score -1.06671e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 38699 members 
Mstep: Class 4 contains 41879 members 
Mstep: Class 5 contains 46795 members 
Mstep: Class 6 contains 42994 members 
Mstep: Class 7 contains 43733 members 
Mstep: Class 8 contains 47765 members 
Mstep: Class 9 contains 42711 members 
Mstep: Class 10 contains 45629 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 46148 members 
Mstep: Class 13 contains 46363 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23744 members 
Mstep: Class 16 contains 46049 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46118 members 
Mstep: Class 19 contains 4513 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670936.000000 Penalty: 79037.695312
Iteration 398Q: 25 clusters Score -1.066709e+08 nChanged 894
Entering ConstructFrom: 
Score: -106670936.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -405618.250000 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -405618.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -402828.000000 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -402828 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -403506.125000 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -403506.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -403791.062500 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -403791.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -403976.156250 Penalty: 3854.030762
	Iteration 3F: 3 clusters Score -403976.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -404088.312500 Penalty: 3854.030762
	Iteration 4Q: 3 clusters Score -404088.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -404160.656250 Penalty: 3854.030762
	Iteration 5Q: 3 clusters Score -404160.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -404209.093750 Penalty: 3854.030762
	Iteration 6Q: 3 clusters Score -404209.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -404256.656250 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -404256.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -404290.781250 Penalty: 3854.030762
	Iteration 8Q: 3 clusters Score -404290.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -404327.781250 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -404327.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -404359.906250 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -404359.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -404396.281250 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -404396.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -404437.343750 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -404437.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -404474.343750 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -404474.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -404512.718750 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -404512.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -404543.750000 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -404543.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -404575.468750 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -404575.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -404624.031250 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -404624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -404669.343750 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -404669.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -404706.125000 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -404706.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -404750.250000 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -404750.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -404796.875000 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -404796.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -404850.000000 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -404850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -404910.593750 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -404910.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -404966.718750 Penalty: 3854.030762
	Iteration 24Q: 3 clusters Score -404966.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -404988.906250 Penalty: 3854.030762
	Iteration 25Q: 3 clusters Score -404988.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -405011.593750 Penalty: 3854.030762
	Iteration 26Q: 3 clusters Score -405011.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -405042.812500 Penalty: 3854.030762
	Iteration 27Q: 3 clusters Score -405042.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -405075.968750 Penalty: 3854.030762
	Iteration 28Q: 3 clusters Score -405076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -405108.968750 Penalty: 3854.030762
	Iteration 29Q: 3 clusters Score -405109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -405125.875000 Penalty: 3854.030762
	Iteration 30Q: 3 clusters Score -405125.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -405140.562500 Penalty: 3854.030762
	Iteration 31Q: 3 clusters Score -405140.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -405149.656250 Penalty: 3854.030762
	Iteration 32Q: 3 clusters Score -405149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -405152.656250 Penalty: 3854.030762
	Iteration 33Q: 3 clusters Score -405152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -405152.093750 Penalty: 3854.030762
	Iteration 34Q: 3 clusters Score -405152.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -405152.968750 Penalty: 3854.030762
	Iteration 35Q: 3 clusters Score -405153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -405152.968750 Penalty: 3854.030762
	Iteration 36F: 3 clusters Score -405153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -1098805.125000 Penalty: 2156.028809
	Iteration 0F: 2 clusters Score -1098805 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 2966 members 
Entering Unmasked Estep 
Score: -1093626.500000 Penalty: 4312.057617
	Iteration 0F: 3 clusters Score -1093626 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1094889.375000 Penalty: 4312.057617
	Iteration 1F: 3 clusters Score -1094889 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1095100.125000 Penalty: 4312.057617
	Iteration 2F: 3 clusters Score -1095100 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1095234.125000 Penalty: 4312.057617
	Iteration 3Q: 3 clusters Score -1095234 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1095333.750000 Penalty: 4312.057617
	Iteration 4Q: 3 clusters Score -1095334 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1095414.000000 Penalty: 4312.057617
	Iteration 5Q: 3 clusters Score -1095414 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1095473.250000 Penalty: 4312.057617
	Iteration 6Q: 3 clusters Score -1095473 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1095509.625000 Penalty: 4312.057617
	Iteration 7Q: 3 clusters Score -1095510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1095533.500000 Penalty: 4312.057617
	Iteration 8Q: 3 clusters Score -1095534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1095556.125000 Penalty: 4312.057617
	Iteration 9Q: 3 clusters Score -1095556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1095589.375000 Penalty: 4312.057617
	Iteration 10Q: 3 clusters Score -1095589 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1095617.750000 Penalty: 4312.057617
	Iteration 11Q: 3 clusters Score -1095618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1095639.250000 Penalty: 4312.057617
	Iteration 12Q: 3 clusters Score -1095639 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1095658.250000 Penalty: 4312.057617
	Iteration 13Q: 3 clusters Score -1095658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1095675.875000 Penalty: 4312.057617
	Iteration 14Q: 3 clusters Score -1095676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1095686.500000 Penalty: 4312.057617
	Iteration 15Q: 3 clusters Score -1095686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1095694.125000 Penalty: 4312.057617
	Iteration 16Q: 3 clusters Score -1095694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1095700.000000 Penalty: 4312.057617
	Iteration 17Q: 3 clusters Score -1095700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1095708.125000 Penalty: 4312.057617
	Iteration 18Q: 3 clusters Score -1095708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1095711.625000 Penalty: 4312.057617
	Iteration 19Q: 3 clusters Score -1095712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1095719.750000 Penalty: 4312.057617
	Iteration 20F: 3 clusters Score -1095720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1095726.000000 Penalty: 4312.057617
	Iteration 21Q: 3 clusters Score -1095726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1095734.875000 Penalty: 4312.057617
	Iteration 22Q: 3 clusters Score -1095735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1095745.000000 Penalty: 4312.057617
	Iteration 23Q: 3 clusters Score -1095745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1095754.625000 Penalty: 4312.057617
	Iteration 24Q: 3 clusters Score -1095755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1095763.750000 Penalty: 4312.057617
	Iteration 25Q: 3 clusters Score -1095764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1095776.125000 Penalty: 4312.057617
	Iteration 26Q: 3 clusters Score -1095776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1095792.375000 Penalty: 4312.057617
	Iteration 27Q: 3 clusters Score -1095792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1095810.625000 Penalty: 4312.057617
	Iteration 28Q: 3 clusters Score -1095811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1095828.875000 Penalty: 4312.057617
	Iteration 29Q: 3 clusters Score -1095829 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1095853.250000 Penalty: 4312.057617
	Iteration 30Q: 3 clusters Score -1095853 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1095886.000000 Penalty: 4312.057617
	Iteration 31Q: 3 clusters Score -1095886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1095919.250000 Penalty: 4312.057617
	Iteration 32Q: 3 clusters Score -1095919 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1095962.125000 Penalty: 4312.057617
	Iteration 33Q: 3 clusters Score -1095962 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1096013.125000 Penalty: 4312.057617
	Iteration 34Q: 3 clusters Score -1096013 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1096063.875000 Penalty: 4312.057617
	Iteration 35Q: 3 clusters Score -1096064 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1096115.625000 Penalty: 4312.057617
	Iteration 36Q: 3 clusters Score -1096116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1096175.500000 Penalty: 4312.057617
	Iteration 37Q: 3 clusters Score -1096176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1096234.500000 Penalty: 4312.057617
	Iteration 38Q: 3 clusters Score -1096234 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1096298.125000 Penalty: 4312.057617
	Iteration 39Q: 3 clusters Score -1096298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1096359.000000 Penalty: 4312.057617
	Iteration 40F: 3 clusters Score -1096359 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1096411.625000 Penalty: 4312.057617
	Iteration 41Q: 3 clusters Score -1096412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1096453.875000 Penalty: 4312.057617
	Iteration 42Q: 3 clusters Score -1096454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1096490.625000 Penalty: 4312.057617
	Iteration 43Q: 3 clusters Score -1096491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1096521.250000 Penalty: 4312.057617
	Iteration 44Q: 3 clusters Score -1096521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1096559.750000 Penalty: 4312.057617
	Iteration 45Q: 3 clusters Score -1096560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1096588.375000 Penalty: 4312.057617
	Iteration 46Q: 3 clusters Score -1096588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1096616.250000 Penalty: 4312.057617
	Iteration 47Q: 3 clusters Score -1096616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1096639.000000 Penalty: 4312.057617
	Iteration 48Q: 3 clusters Score -1096639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1096657.250000 Penalty: 4312.057617
	Iteration 49Q: 3 clusters Score -1096657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1096674.500000 Penalty: 4312.057617
	Iteration 50Q: 3 clusters Score -1096674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1096691.375000 Penalty: 4312.057617
	Iteration 51Q: 3 clusters Score -1096691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1096701.625000 Penalty: 4312.057617
	Iteration 52Q: 3 clusters Score -1096702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1096711.375000 Penalty: 4312.057617
	Iteration 53Q: 3 clusters Score -1096711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1096724.125000 Penalty: 4312.057617
	Iteration 54Q: 3 clusters Score -1096724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1096733.750000 Penalty: 4312.057617
	Iteration 55Q: 3 clusters Score -1096734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1096741.500000 Penalty: 4312.057617
	Iteration 56Q: 3 clusters Score -1096742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1096748.750000 Penalty: 4312.057617
	Iteration 57Q: 3 clusters Score -1096749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1096758.125000 Penalty: 4312.057617
	Iteration 58Q: 3 clusters Score -1096758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1096767.875000 Penalty: 4312.057617
	Iteration 59Q: 3 clusters Score -1096768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1096771.375000 Penalty: 4312.057617
	Iteration 60F: 3 clusters Score -1096771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1096780.625000 Penalty: 4312.057617
	Iteration 61Q: 3 clusters Score -1096781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1096784.625000 Penalty: 4312.057617
	Iteration 62Q: 3 clusters Score -1096785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1096788.375000 Penalty: 4312.057617
	Iteration 63Q: 3 clusters Score -1096788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1096794.625000 Penalty: 4312.057617
	Iteration 64Q: 3 clusters Score -1096795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1096795.875000 Penalty: 4312.057617
	Iteration 65Q: 3 clusters Score -1096796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1096800.375000 Penalty: 4312.057617
	Iteration 66Q: 3 clusters Score -1096800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1096801.500000 Penalty: 4312.057617
	Iteration 67Q: 3 clusters Score -1096802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1096805.750000 Penalty: 4312.057617
	Iteration 68Q: 3 clusters Score -1096806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1096811.000000 Penalty: 4312.057617
	Iteration 69Q: 3 clusters Score -1096811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1096815.875000 Penalty: 4312.057617
	Iteration 70Q: 3 clusters Score -1096816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1096819.875000 Penalty: 4312.057617
	Iteration 71Q: 3 clusters Score -1096820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1096822.250000 Penalty: 4312.057617
	Iteration 72Q: 3 clusters Score -1096822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1096825.375000 Penalty: 4312.057617
	Iteration 73Q: 3 clusters Score -1096825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1096832.000000 Penalty: 4312.057617
	Iteration 74Q: 3 clusters Score -1096832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1096834.375000 Penalty: 4312.057617
	Iteration 75Q: 3 clusters Score -1096834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1096840.000000 Penalty: 4312.057617
	Iteration 76Q: 3 clusters Score -1096840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1096841.250000 Penalty: 4312.057617
	Iteration 77Q: 3 clusters Score -1096841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1096843.750000 Penalty: 4312.057617
	Iteration 78Q: 3 clusters Score -1096844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1096844.875000 Penalty: 4312.057617
	Iteration 79Q: 3 clusters Score -1096845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1096845.500000 Penalty: 4312.057617
	Iteration 80F: 3 clusters Score -1096846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1096849.125000 Penalty: 4312.057617
	Iteration 81Q: 3 clusters Score -1096849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1096849.875000 Penalty: 4312.057617
	Iteration 82Q: 3 clusters Score -1096850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1096848.500000 Penalty: 4312.057617
	Iteration 83Q: 3 clusters Score -1096848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1096848.500000 Penalty: 4312.057617
	Iteration 84F: 3 clusters Score -1096848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Entering Unmasked Estep 
Score: -7158609.000000 Penalty: 2619.874268
	Iteration 0F: 2 clusters Score -7158609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -7132951.000000 Penalty: 5239.748535
	Iteration 0F: 3 clusters Score -7132951 nChanged 17546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -7142425.500000 Penalty: 5239.748535
	Iteration 1F: 3 clusters Score -7142426 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -7142939.000000 Penalty: 5239.748535
	Iteration 2Q: 3 clusters Score -7142939 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -7143535.000000 Penalty: 5239.748535
	Iteration 3Q: 3 clusters Score -7143535 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -7144178.500000 Penalty: 5239.748535
	Iteration 4Q: 3 clusters Score -7144178 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -7145240.000000 Penalty: 5239.748535
	Iteration 5F: 3 clusters Score -7145240 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -7146760.000000 Penalty: 5239.748535
	Iteration 6F: 3 clusters Score -7146760 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -7148694.000000 Penalty: 5239.748535
	Iteration 7F: 3 clusters Score -7148694 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -7150931.000000 Penalty: 5239.748535
	Iteration 8F: 3 clusters Score -7150931 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -7153115.500000 Penalty: 5239.748535
	Iteration 9F: 3 clusters Score -7153116 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7154677.000000 Penalty: 5239.748535
	Iteration 10Q: 3 clusters Score -7154677 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7155502.000000 Penalty: 5239.748535
	Iteration 11Q: 3 clusters Score -7155502 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7155879.500000 Penalty: 5239.748535
	Iteration 12Q: 3 clusters Score -7155880 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7156082.000000 Penalty: 5239.748535
	Iteration 13Q: 3 clusters Score -7156082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7156180.000000 Penalty: 5239.748535
	Iteration 14Q: 3 clusters Score -7156180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7156220.000000 Penalty: 5239.748535
	Iteration 15Q: 3 clusters Score -7156220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7156230.500000 Penalty: 5239.748535
	Iteration 16Q: 3 clusters Score -7156230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7156253.500000 Penalty: 5239.748535
	Iteration 17Q: 3 clusters Score -7156254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7156280.000000 Penalty: 5239.748535
	Iteration 18Q: 3 clusters Score -7156280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7156306.500000 Penalty: 5239.748535
	Iteration 19Q: 3 clusters Score -7156306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7156311.500000 Penalty: 5239.748535
	Iteration 20F: 3 clusters Score -7156312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7156326.500000 Penalty: 5239.748535
	Iteration 21Q: 3 clusters Score -7156326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7156336.500000 Penalty: 5239.748535
	Iteration 22Q: 3 clusters Score -7156336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7156335.000000 Penalty: 5239.748535
	Iteration 23Q: 3 clusters Score -7156335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7156342.000000 Penalty: 5239.748535
	Iteration 24Q: 3 clusters Score -7156342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7156359.000000 Penalty: 5239.748535
	Iteration 25Q: 3 clusters Score -7156359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7156358.000000 Penalty: 5239.748535
	Iteration 26Q: 3 clusters Score -7156358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7156365.500000 Penalty: 5239.748535
	Iteration 27Q: 3 clusters Score -7156366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7156363.000000 Penalty: 5239.748535
	Iteration 28Q: 3 clusters Score -7156363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7156369.500000 Penalty: 5239.748535
	Iteration 29Q: 3 clusters Score -7156370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7156378.500000 Penalty: 5239.748535
	Iteration 30Q: 3 clusters Score -7156378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7156380.500000 Penalty: 5239.748535
	Iteration 31Q: 3 clusters Score -7156380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7156380.500000 Penalty: 5239.748535
	Iteration 32F: 3 clusters Score -7156380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Entering Unmasked Estep 
Score: -7700836.500000 Penalty: 2639.349854
	Iteration 0F: 2 clusters Score -7700836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -7672877.000000 Penalty: 5278.699707
	Iteration 0F: 3 clusters Score -7672877 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -7683016.000000 Penalty: 5278.699707
	Iteration 1F: 3 clusters Score -7683016 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -7683352.000000 Penalty: 5278.699707
	Iteration 2Q: 3 clusters Score -7683352 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -7683631.000000 Penalty: 5278.699707
	Iteration 3Q: 3 clusters Score -7683631 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -7683851.000000 Penalty: 5278.699707
	Iteration 4Q: 3 clusters Score -7683851 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7684029.000000 Penalty: 5278.699707
	Iteration 5Q: 3 clusters Score -7684029 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -7684215.500000 Penalty: 5278.699707
	Iteration 6Q: 3 clusters Score -7684216 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -7684365.500000 Penalty: 5278.699707
	Iteration 7Q: 3 clusters Score -7684366 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -7684525.000000 Penalty: 5278.699707
	Iteration 8Q: 3 clusters Score -7684525 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -7684749.500000 Penalty: 5278.699707
	Iteration 9Q: 3 clusters Score -7684750 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -7684940.500000 Penalty: 5278.699707
	Iteration 10Q: 3 clusters Score -7684940 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -7685377.000000 Penalty: 5278.699707
	Iteration 11Q: 3 clusters Score -7685377 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -7686094.500000 Penalty: 5278.699707
	Iteration 12Q: 3 clusters Score -7686094 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -7687295.500000 Penalty: 5278.699707
	Iteration 13F: 3 clusters Score -7687296 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -7689323.500000 Penalty: 5278.699707
	Iteration 14F: 3 clusters Score -7689324 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -7692205.000000 Penalty: 5278.699707
	Iteration 15F: 3 clusters Score -7692205 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -7695190.000000 Penalty: 5278.699707
	Iteration 16F: 3 clusters Score -7695190 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7697170.000000 Penalty: 5278.699707
	Iteration 17Q: 3 clusters Score -7697170 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7697941.500000 Penalty: 5278.699707
	Iteration 18Q: 3 clusters Score -7697942 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7698212.500000 Penalty: 5278.699707
	Iteration 19Q: 3 clusters Score -7698212 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7698336.000000 Penalty: 5278.699707
	Iteration 20F: 3 clusters Score -7698336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7698416.500000 Penalty: 5278.699707
	Iteration 21Q: 3 clusters Score -7698416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7698449.500000 Penalty: 5278.699707
	Iteration 22Q: 3 clusters Score -7698450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7698469.500000 Penalty: 5278.699707
	Iteration 23Q: 3 clusters Score -7698470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7698490.000000 Penalty: 5278.699707
	Iteration 24Q: 3 clusters Score -7698490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7698488.000000 Penalty: 5278.699707
	Iteration 25Q: 3 clusters Score -7698488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7698488.000000 Penalty: 5278.699707
	Iteration 26F: 3 clusters Score -7698488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Entering Unmasked Estep 
Score: -8735130.000000 Penalty: 2667.018799
	Iteration 0F: 2 clusters Score -8735130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -8705863.000000 Penalty: 5334.037598
	Iteration 0F: 3 clusters Score -8705863 nChanged 21548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -8717748.000000 Penalty: 5334.037598
	Iteration 1F: 3 clusters Score -8717748 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -8718307.000000 Penalty: 5334.037598
	Iteration 2Q: 3 clusters Score -8718307 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -8718972.000000 Penalty: 5334.037598
	Iteration 3Q: 3 clusters Score -8718972 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -8719954.000000 Penalty: 5334.037598
	Iteration 4Q: 3 clusters Score -8719954 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -8721284.000000 Penalty: 5334.037598
	Iteration 5F: 3 clusters Score -8721284 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -8723375.000000 Penalty: 5334.037598
	Iteration 6F: 3 clusters Score -8723375 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -8726380.000000 Penalty: 5334.037598
	Iteration 7F: 3 clusters Score -8726380 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -8729658.000000 Penalty: 5334.037598
	Iteration 8F: 3 clusters Score -8729658 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8731343.000000 Penalty: 5334.037598
	Iteration 9F: 3 clusters Score -8731343 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8732094.000000 Penalty: 5334.037598
	Iteration 10Q: 3 clusters Score -8732094 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8732484.000000 Penalty: 5334.037598
	Iteration 11Q: 3 clusters Score -8732484 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8732681.000000 Penalty: 5334.037598
	Iteration 12Q: 3 clusters Score -8732681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8732731.000000 Penalty: 5334.037598
	Iteration 13Q: 3 clusters Score -8732731 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8732777.000000 Penalty: 5334.037598
	Iteration 14Q: 3 clusters Score -8732777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8732794.000000 Penalty: 5334.037598
	Iteration 15Q: 3 clusters Score -8732794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8732822.000000 Penalty: 5334.037598
	Iteration 16Q: 3 clusters Score -8732822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8732822.000000 Penalty: 5334.037598
	Iteration 17Q: 3 clusters Score -8732822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8732840.000000 Penalty: 5334.037598
	Iteration 18Q: 3 clusters Score -8732840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8732850.000000 Penalty: 5334.037598
	Iteration 19Q: 3 clusters Score -8732850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8732855.000000 Penalty: 5334.037598
	Iteration 20F: 3 clusters Score -8732855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8732866.000000 Penalty: 5334.037598
	Iteration 21Q: 3 clusters Score -8732866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8732863.000000 Penalty: 5334.037598
	Iteration 22Q: 3 clusters Score -8732863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8732869.000000 Penalty: 5334.037598
	Iteration 23Q: 3 clusters Score -8732869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8732870.000000 Penalty: 5334.037598
	Iteration 24Q: 3 clusters Score -8732870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8732873.000000 Penalty: 5334.037598
	Iteration 25Q: 3 clusters Score -8732873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8732873.000000 Penalty: 5334.037598
	Iteration 26F: 3 clusters Score -8732873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Entering Unmasked Estep 
Score: -7966160.500000 Penalty: 2645.797119
	Iteration 0F: 2 clusters Score -7966160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -7937740.000000 Penalty: 5291.594238
	Iteration 0F: 3 clusters Score -7937740 nChanged 19716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -7948550.000000 Penalty: 5291.594238
	Iteration 1F: 3 clusters Score -7948550 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -7949206.500000 Penalty: 5291.594238
	Iteration 2Q: 3 clusters Score -7949206 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7950069.000000 Penalty: 5291.594238
	Iteration 3Q: 3 clusters Score -7950069 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -7951243.000000 Penalty: 5291.594238
	Iteration 4Q: 3 clusters Score -7951243 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -7952596.000000 Penalty: 5291.594238
	Iteration 5Q: 3 clusters Score -7952596 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -7954086.500000 Penalty: 5291.594238
	Iteration 6F: 3 clusters Score -7954086 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -7955714.000000 Penalty: 5291.594238
	Iteration 7F: 3 clusters Score -7955714 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -7957761.500000 Penalty: 5291.594238
	Iteration 8F: 3 clusters Score -7957762 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -7959935.500000 Penalty: 5291.594238
	Iteration 9F: 3 clusters Score -7959936 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -7961648.000000 Penalty: 5291.594238
	Iteration 10F: 3 clusters Score -7961648 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -7962427.500000 Penalty: 5291.594238
	Iteration 11Q: 3 clusters Score -7962428 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -7962816.000000 Penalty: 5291.594238
	Iteration 12Q: 3 clusters Score -7962816 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -7963175.000000 Penalty: 5291.594238
	Iteration 13Q: 3 clusters Score -7963175 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -7963479.500000 Penalty: 5291.594238
	Iteration 14Q: 3 clusters Score -7963480 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -7963802.500000 Penalty: 5291.594238
	Iteration 15Q: 3 clusters Score -7963802 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -7964105.500000 Penalty: 5291.594238
	Iteration 16Q: 3 clusters Score -7964106 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -7964318.000000 Penalty: 5291.594238
	Iteration 17Q: 3 clusters Score -7964318 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -7964465.000000 Penalty: 5291.594238
	Iteration 18Q: 3 clusters Score -7964465 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -7964611.000000 Penalty: 5291.594238
	Iteration 19Q: 3 clusters Score -7964611 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -7964736.500000 Penalty: 5291.594238
	Iteration 20F: 3 clusters Score -7964736 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -7964824.500000 Penalty: 5291.594238
	Iteration 21Q: 3 clusters Score -7964824 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -7964886.500000 Penalty: 5291.594238
	Iteration 22Q: 3 clusters Score -7964886 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -7964977.500000 Penalty: 5291.594238
	Iteration 23Q: 3 clusters Score -7964978 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -7965042.000000 Penalty: 5291.594238
	Iteration 24Q: 3 clusters Score -7965042 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -7965088.500000 Penalty: 5291.594238
	Iteration 25Q: 3 clusters Score -7965088 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -7965146.000000 Penalty: 5291.594238
	Iteration 26Q: 3 clusters Score -7965146 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -7965201.000000 Penalty: 5291.594238
	Iteration 27Q: 3 clusters Score -7965201 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -7965259.500000 Penalty: 5291.594238
	Iteration 28Q: 3 clusters Score -7965260 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -7965305.500000 Penalty: 5291.594238
	Iteration 29Q: 3 clusters Score -7965306 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -7965364.500000 Penalty: 5291.594238
	Iteration 30Q: 3 clusters Score -7965364 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -7965409.000000 Penalty: 5291.594238
	Iteration 31Q: 3 clusters Score -7965409 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -7965421.000000 Penalty: 5291.594238
	Iteration 32Q: 3 clusters Score -7965421 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -7965439.000000 Penalty: 5291.594238
	Iteration 33Q: 3 clusters Score -7965439 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -7965441.000000 Penalty: 5291.594238
	Iteration 34Q: 3 clusters Score -7965441 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -7965471.500000 Penalty: 5291.594238
	Iteration 35Q: 3 clusters Score -7965472 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -7965490.500000 Penalty: 5291.594238
	Iteration 36Q: 3 clusters Score -7965490 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -7965507.500000 Penalty: 5291.594238
	Iteration 37Q: 3 clusters Score -7965508 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -7965527.500000 Penalty: 5291.594238
	Iteration 38Q: 3 clusters Score -7965528 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -7965534.500000 Penalty: 5291.594238
	Iteration 39Q: 3 clusters Score -7965534 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -7965570.000000 Penalty: 5291.594238
	Iteration 40F: 3 clusters Score -7965570 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -7965603.500000 Penalty: 5291.594238
	Iteration 41Q: 3 clusters Score -7965604 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -7965619.000000 Penalty: 5291.594238
	Iteration 42Q: 3 clusters Score -7965619 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -7965624.000000 Penalty: 5291.594238
	Iteration 43Q: 3 clusters Score -7965624 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -7965674.000000 Penalty: 5291.594238
	Iteration 44Q: 3 clusters Score -7965674 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -7965675.500000 Penalty: 5291.594238
	Iteration 45Q: 3 clusters Score -7965676 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -7965702.500000 Penalty: 5291.594238
	Iteration 46Q: 3 clusters Score -7965702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -7965713.000000 Penalty: 5291.594238
	Iteration 47Q: 3 clusters Score -7965713 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -7965725.000000 Penalty: 5291.594238
	Iteration 48Q: 3 clusters Score -7965725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -7965737.500000 Penalty: 5291.594238
	Iteration 49Q: 3 clusters Score -7965738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -7965728.500000 Penalty: 5291.594238
	Iteration 50Q: 3 clusters Score -7965728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -7965754.500000 Penalty: 5291.594238
	Iteration 51Q: 3 clusters Score -7965754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -7965735.500000 Penalty: 5291.594238
	Iteration 52Q: 3 clusters Score -7965736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -7965753.500000 Penalty: 5291.594238
	Iteration 53Q: 3 clusters Score -7965754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -7965764.500000 Penalty: 5291.594238
	Iteration 54Q: 3 clusters Score -7965764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -7965787.000000 Penalty: 5291.594238
	Iteration 55Q: 3 clusters Score -7965787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -7965796.500000 Penalty: 5291.594238
	Iteration 56Q: 3 clusters Score -7965796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -7965792.000000 Penalty: 5291.594238
	Iteration 57Q: 3 clusters Score -7965792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -7965797.500000 Penalty: 5291.594238
	Iteration 58Q: 3 clusters Score -7965798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -7965792.500000 Penalty: 5291.594238
	Iteration 59Q: 3 clusters Score -7965792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -7965793.500000 Penalty: 5291.594238
	Iteration 60F: 3 clusters Score -7965794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -7965783.000000 Penalty: 5291.594238
	Iteration 61Q: 3 clusters Score -7965783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -7965781.500000 Penalty: 5291.594238
	Iteration 62Q: 3 clusters Score -7965782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -7965796.500000 Penalty: 5291.594238
	Iteration 63Q: 3 clusters Score -7965796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -7965782.000000 Penalty: 5291.594238
	Iteration 64Q: 3 clusters Score -7965782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -7965802.000000 Penalty: 5291.594238
	Iteration 65Q: 3 clusters Score -7965802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -7965795.500000 Penalty: 5291.594238
	Iteration 66Q: 3 clusters Score -7965796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -7965804.500000 Penalty: 5291.594238
	Iteration 67Q: 3 clusters Score -7965804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -7965807.500000 Penalty: 5291.594238
	Iteration 68Q: 3 clusters Score -7965808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -7965800.500000 Penalty: 5291.594238
	Iteration 69Q: 3 clusters Score -7965800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -7965812.000000 Penalty: 5291.594238
	Iteration 70Q: 3 clusters Score -7965812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -7965809.500000 Penalty: 5291.594238
	Iteration 71Q: 3 clusters Score -7965810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -7965820.500000 Penalty: 5291.594238
	Iteration 72Q: 3 clusters Score -7965820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -7965817.000000 Penalty: 5291.594238
	Iteration 73Q: 3 clusters Score -7965817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -7965805.500000 Penalty: 5291.594238
	Iteration 74Q: 3 clusters Score -7965806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -7965797.000000 Penalty: 5291.594238
	Iteration 75Q: 3 clusters Score -7965797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -7965796.000000 Penalty: 5291.594238
	Iteration 76Q: 3 clusters Score -7965796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -7965804.000000 Penalty: 5291.594238
	Iteration 77Q: 3 clusters Score -7965804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -7965811.500000 Penalty: 5291.594238
	Iteration 78Q: 3 clusters Score -7965812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -7965806.000000 Penalty: 5291.594238
	Iteration 79Q: 3 clusters Score -7965806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -7965804.000000 Penalty: 5291.594238
	Iteration 80F: 3 clusters Score -7965804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -7965807.000000 Penalty: 5291.594238
	Iteration 81Q: 3 clusters Score -7965807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -7965804.000000 Penalty: 5291.594238
	Iteration 82Q: 3 clusters Score -7965804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -7965806.500000 Penalty: 5291.594238
	Iteration 83Q: 3 clusters Score -7965806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -7965820.000000 Penalty: 5291.594238
	Iteration 84Q: 3 clusters Score -7965820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -7965814.000000 Penalty: 5291.594238
	Iteration 85Q: 3 clusters Score -7965814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -7965817.000000 Penalty: 5291.594238
	Iteration 86Q: 3 clusters Score -7965817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -7965827.000000 Penalty: 5291.594238
	Iteration 87Q: 3 clusters Score -7965827 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -7965838.000000 Penalty: 5291.594238
	Iteration 88Q: 3 clusters Score -7965838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -7965839.500000 Penalty: 5291.594238
	Iteration 89Q: 3 clusters Score -7965840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -7965830.500000 Penalty: 5291.594238
	Iteration 90Q: 3 clusters Score -7965830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -7965820.500000 Penalty: 5291.594238
	Iteration 91Q: 3 clusters Score -7965820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -7965826.000000 Penalty: 5291.594238
	Iteration 92Q: 3 clusters Score -7965826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -7965836.000000 Penalty: 5291.594238
	Iteration 93Q: 3 clusters Score -7965836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -7965820.500000 Penalty: 5291.594238
	Iteration 94Q: 3 clusters Score -7965820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -7965846.500000 Penalty: 5291.594238
	Iteration 95Q: 3 clusters Score -7965846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -7965854.000000 Penalty: 5291.594238
	Iteration 96Q: 3 clusters Score -7965854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -7965849.500000 Penalty: 5291.594238
	Iteration 97Q: 3 clusters Score -7965850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -7965848.500000 Penalty: 5291.594238
	Iteration 98Q: 3 clusters Score -7965848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -7965856.000000 Penalty: 5291.594238
	Iteration 99Q: 3 clusters Score -7965856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -7965847.500000 Penalty: 5291.594238
	Iteration 100F: 3 clusters Score -7965848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -7965857.500000 Penalty: 5291.594238
	Iteration 101Q: 3 clusters Score -7965858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -7965859.000000 Penalty: 5291.594238
	Iteration 102Q: 3 clusters Score -7965859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -7965868.000000 Penalty: 5291.594238
	Iteration 103Q: 3 clusters Score -7965868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -7965876.000000 Penalty: 5291.594238
	Iteration 104Q: 3 clusters Score -7965876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -7965881.500000 Penalty: 5291.594238
	Iteration 105Q: 3 clusters Score -7965882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -7965877.500000 Penalty: 5291.594238
	Iteration 106Q: 3 clusters Score -7965878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -7965880.000000 Penalty: 5291.594238
	Iteration 107Q: 3 clusters Score -7965880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -7965863.500000 Penalty: 5291.594238
	Iteration 108Q: 3 clusters Score -7965864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -7965883.000000 Penalty: 5291.594238
	Iteration 109Q: 3 clusters Score -7965883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -7965882.000000 Penalty: 5291.594238
	Iteration 110Q: 3 clusters Score -7965882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -7965888.000000 Penalty: 5291.594238
	Iteration 111Q: 3 clusters Score -7965888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -7965882.500000 Penalty: 5291.594238
	Iteration 112Q: 3 clusters Score -7965882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -7965882.500000 Penalty: 5291.594238
	Iteration 113Q: 3 clusters Score -7965882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -7965875.000000 Penalty: 5291.594238
	Iteration 114Q: 3 clusters Score -7965875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -7965876.000000 Penalty: 5291.594238
	Iteration 115Q: 3 clusters Score -7965876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -7965883.500000 Penalty: 5291.594238
	Iteration 116Q: 3 clusters Score -7965884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -7965892.000000 Penalty: 5291.594238
	Iteration 117Q: 3 clusters Score -7965892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -7965881.000000 Penalty: 5291.594238
	Iteration 118Q: 3 clusters Score -7965881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -7965887.500000 Penalty: 5291.594238
	Iteration 119Q: 3 clusters Score -7965888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -7965888.500000 Penalty: 5291.594238
	Iteration 120F: 3 clusters Score -7965888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -7965888.500000 Penalty: 5291.594238
	Iteration 121Q: 3 clusters Score -7965888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -7965894.500000 Penalty: 5291.594238
	Iteration 122Q: 3 clusters Score -7965894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -7965888.500000 Penalty: 5291.594238
	Iteration 123Q: 3 clusters Score -7965888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -7965894.000000 Penalty: 5291.594238
	Iteration 124Q: 3 clusters Score -7965894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -7965903.500000 Penalty: 5291.594238
	Iteration 125Q: 3 clusters Score -7965904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -7965895.000000 Penalty: 5291.594238
	Iteration 126Q: 3 clusters Score -7965895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -7965907.500000 Penalty: 5291.594238
	Iteration 127Q: 3 clusters Score -7965908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7965908.000000 Penalty: 5291.594238
	Iteration 128Q: 3 clusters Score -7965908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -7965909.500000 Penalty: 5291.594238
	Iteration 129Q: 3 clusters Score -7965910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -7965925.000000 Penalty: 5291.594238
	Iteration 130Q: 3 clusters Score -7965925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -7965910.000000 Penalty: 5291.594238
	Iteration 131Q: 3 clusters Score -7965910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -7965919.500000 Penalty: 5291.594238
	Iteration 132Q: 3 clusters Score -7965920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -7965918.500000 Penalty: 5291.594238
	Iteration 133Q: 3 clusters Score -7965918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -7965914.000000 Penalty: 5291.594238
	Iteration 134Q: 3 clusters Score -7965914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -7965913.500000 Penalty: 5291.594238
	Iteration 135Q: 3 clusters Score -7965914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -7965914.000000 Penalty: 5291.594238
	Iteration 136Q: 3 clusters Score -7965914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -7965907.000000 Penalty: 5291.594238
	Iteration 137Q: 3 clusters Score -7965907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -7965898.500000 Penalty: 5291.594238
	Iteration 138Q: 3 clusters Score -7965898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -7965902.000000 Penalty: 5291.594238
	Iteration 139Q: 3 clusters Score -7965902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -7965892.500000 Penalty: 5291.594238
	Iteration 140F: 3 clusters Score -7965892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -7965889.500000 Penalty: 5291.594238
	Iteration 141Q: 3 clusters Score -7965890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -7965895.500000 Penalty: 5291.594238
	Iteration 142Q: 3 clusters Score -7965896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -7965899.000000 Penalty: 5291.594238
	Iteration 143Q: 3 clusters Score -7965899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -7965912.500000 Penalty: 5291.594238
	Iteration 144Q: 3 clusters Score -7965912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -7965926.500000 Penalty: 5291.594238
	Iteration 145Q: 3 clusters Score -7965926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -7965924.500000 Penalty: 5291.594238
	Iteration 146Q: 3 clusters Score -7965924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -7965920.500000 Penalty: 5291.594238
	Iteration 147Q: 3 clusters Score -7965920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -7965940.000000 Penalty: 5291.594238
	Iteration 148Q: 3 clusters Score -7965940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -7965940.500000 Penalty: 5291.594238
	Iteration 149Q: 3 clusters Score -7965940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -7965934.500000 Penalty: 5291.594238
	Iteration 150Q: 3 clusters Score -7965934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -7965937.500000 Penalty: 5291.594238
	Iteration 151Q: 3 clusters Score -7965938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -7965941.000000 Penalty: 5291.594238
	Iteration 152Q: 3 clusters Score -7965941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -7965932.000000 Penalty: 5291.594238
	Iteration 153Q: 3 clusters Score -7965932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -7965935.500000 Penalty: 5291.594238
	Iteration 154Q: 3 clusters Score -7965936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -7965929.000000 Penalty: 5291.594238
	Iteration 155Q: 3 clusters Score -7965929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -7965928.500000 Penalty: 5291.594238
	Iteration 156Q: 3 clusters Score -7965928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -7965931.000000 Penalty: 5291.594238
	Iteration 157Q: 3 clusters Score -7965931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -7965930.500000 Penalty: 5291.594238
	Iteration 158Q: 3 clusters Score -7965930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -7965925.500000 Penalty: 5291.594238
	Iteration 159Q: 3 clusters Score -7965926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -7965927.000000 Penalty: 5291.594238
	Iteration 160F: 3 clusters Score -7965927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -7965933.000000 Penalty: 5291.594238
	Iteration 161Q: 3 clusters Score -7965933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -7965934.000000 Penalty: 5291.594238
	Iteration 162Q: 3 clusters Score -7965934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -7965930.000000 Penalty: 5291.594238
	Iteration 163Q: 3 clusters Score -7965930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7965929.500000 Penalty: 5291.594238
	Iteration 164Q: 3 clusters Score -7965930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7965929.500000 Penalty: 5291.594238
	Iteration 165F: 3 clusters Score -7965930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Entering Unmasked Estep 
Score: -8098976.500000 Penalty: 2650.138184
	Iteration 0F: 2 clusters Score -8098976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -8070501.000000 Penalty: 5300.276367
	Iteration 0F: 3 clusters Score -8070501 nChanged 19956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -8081842.500000 Penalty: 5300.276367
	Iteration 1F: 3 clusters Score -8081842 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -8082560.000000 Penalty: 5300.276367
	Iteration 2Q: 3 clusters Score -8082560 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -8083330.500000 Penalty: 5300.276367
	Iteration 3Q: 3 clusters Score -8083330 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -8084234.500000 Penalty: 5300.276367
	Iteration 4Q: 3 clusters Score -8084234 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -8085325.500000 Penalty: 5300.276367
	Iteration 5Q: 3 clusters Score -8085326 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -8086707.500000 Penalty: 5300.276367
	Iteration 6F: 3 clusters Score -8086708 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -8088419.000000 Penalty: 5300.276367
	Iteration 7F: 3 clusters Score -8088419 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -8090161.000000 Penalty: 5300.276367
	Iteration 8F: 3 clusters Score -8090161 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -8091477.000000 Penalty: 5300.276367
	Iteration 9F: 3 clusters Score -8091477 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -8092156.500000 Penalty: 5300.276367
	Iteration 10Q: 3 clusters Score -8092156 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -8092428.500000 Penalty: 5300.276367
	Iteration 11Q: 3 clusters Score -8092428 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -8092579.500000 Penalty: 5300.276367
	Iteration 12Q: 3 clusters Score -8092580 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -8092717.000000 Penalty: 5300.276367
	Iteration 13Q: 3 clusters Score -8092717 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -8092872.500000 Penalty: 5300.276367
	Iteration 14Q: 3 clusters Score -8092872 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -8092949.500000 Penalty: 5300.276367
	Iteration 15Q: 3 clusters Score -8092950 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -8093017.000000 Penalty: 5300.276367
	Iteration 16Q: 3 clusters Score -8093017 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -8093098.500000 Penalty: 5300.276367
	Iteration 17Q: 3 clusters Score -8093098 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -8093161.000000 Penalty: 5300.276367
	Iteration 18Q: 3 clusters Score -8093161 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -8093208.500000 Penalty: 5300.276367
	Iteration 19Q: 3 clusters Score -8093208 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -8093296.500000 Penalty: 5300.276367
	Iteration 20F: 3 clusters Score -8093296 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -8093348.500000 Penalty: 5300.276367
	Iteration 21Q: 3 clusters Score -8093348 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -8093375.000000 Penalty: 5300.276367
	Iteration 22Q: 3 clusters Score -8093375 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -8093441.000000 Penalty: 5300.276367
	Iteration 23Q: 3 clusters Score -8093441 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -8093463.000000 Penalty: 5300.276367
	Iteration 24Q: 3 clusters Score -8093463 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -8093502.000000 Penalty: 5300.276367
	Iteration 25Q: 3 clusters Score -8093502 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -8093547.500000 Penalty: 5300.276367
	Iteration 26Q: 3 clusters Score -8093548 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -8093597.000000 Penalty: 5300.276367
	Iteration 27Q: 3 clusters Score -8093597 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -8093603.000000 Penalty: 5300.276367
	Iteration 28Q: 3 clusters Score -8093603 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -8093650.500000 Penalty: 5300.276367
	Iteration 29Q: 3 clusters Score -8093650 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -8093705.000000 Penalty: 5300.276367
	Iteration 30Q: 3 clusters Score -8093705 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -8093715.500000 Penalty: 5300.276367
	Iteration 31Q: 3 clusters Score -8093716 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -8093718.500000 Penalty: 5300.276367
	Iteration 32Q: 3 clusters Score -8093718 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -8093748.000000 Penalty: 5300.276367
	Iteration 33Q: 3 clusters Score -8093748 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -8093780.500000 Penalty: 5300.276367
	Iteration 34Q: 3 clusters Score -8093780 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -8093795.500000 Penalty: 5300.276367
	Iteration 35Q: 3 clusters Score -8093796 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -8093831.500000 Penalty: 5300.276367
	Iteration 36Q: 3 clusters Score -8093832 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -8093869.500000 Penalty: 5300.276367
	Iteration 37Q: 3 clusters Score -8093870 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -8093893.000000 Penalty: 5300.276367
	Iteration 38Q: 3 clusters Score -8093893 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -8093946.000000 Penalty: 5300.276367
	Iteration 39Q: 3 clusters Score -8093946 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -8093961.500000 Penalty: 5300.276367
	Iteration 40F: 3 clusters Score -8093962 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -8094007.000000 Penalty: 5300.276367
	Iteration 41Q: 3 clusters Score -8094007 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -8094056.500000 Penalty: 5300.276367
	Iteration 42Q: 3 clusters Score -8094056 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -8094127.000000 Penalty: 5300.276367
	Iteration 43Q: 3 clusters Score -8094127 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -8094149.500000 Penalty: 5300.276367
	Iteration 44Q: 3 clusters Score -8094150 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -8094197.500000 Penalty: 5300.276367
	Iteration 45Q: 3 clusters Score -8094198 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -8094269.500000 Penalty: 5300.276367
	Iteration 46Q: 3 clusters Score -8094270 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -8094345.500000 Penalty: 5300.276367
	Iteration 47Q: 3 clusters Score -8094346 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -8094406.000000 Penalty: 5300.276367
	Iteration 48Q: 3 clusters Score -8094406 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -8094484.500000 Penalty: 5300.276367
	Iteration 49Q: 3 clusters Score -8094484 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -8094503.000000 Penalty: 5300.276367
	Iteration 50Q: 3 clusters Score -8094503 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -8094559.000000 Penalty: 5300.276367
	Iteration 51Q: 3 clusters Score -8094559 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -8094643.500000 Penalty: 5300.276367
	Iteration 52Q: 3 clusters Score -8094644 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -8094732.500000 Penalty: 5300.276367
	Iteration 53Q: 3 clusters Score -8094732 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -8094866.500000 Penalty: 5300.276367
	Iteration 54Q: 3 clusters Score -8094866 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -8094927.500000 Penalty: 5300.276367
	Iteration 55Q: 3 clusters Score -8094928 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -8094972.500000 Penalty: 5300.276367
	Iteration 56Q: 3 clusters Score -8094972 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -8095048.000000 Penalty: 5300.276367
	Iteration 57Q: 3 clusters Score -8095048 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -8095157.500000 Penalty: 5300.276367
	Iteration 58Q: 3 clusters Score -8095158 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -8095210.000000 Penalty: 5300.276367
	Iteration 59Q: 3 clusters Score -8095210 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -8095299.500000 Penalty: 5300.276367
	Iteration 60F: 3 clusters Score -8095300 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -8095386.000000 Penalty: 5300.276367
	Iteration 61Q: 3 clusters Score -8095386 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -8095476.500000 Penalty: 5300.276367
	Iteration 62Q: 3 clusters Score -8095476 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -8095527.000000 Penalty: 5300.276367
	Iteration 63Q: 3 clusters Score -8095527 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -8095596.000000 Penalty: 5300.276367
	Iteration 64Q: 3 clusters Score -8095596 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -8095643.500000 Penalty: 5300.276367
	Iteration 65Q: 3 clusters Score -8095644 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -8095726.000000 Penalty: 5300.276367
	Iteration 66Q: 3 clusters Score -8095726 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -8095777.500000 Penalty: 5300.276367
	Iteration 67Q: 3 clusters Score -8095778 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -8095856.000000 Penalty: 5300.276367
	Iteration 68Q: 3 clusters Score -8095856 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -8095898.500000 Penalty: 5300.276367
	Iteration 69Q: 3 clusters Score -8095898 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -8095928.500000 Penalty: 5300.276367
	Iteration 70Q: 3 clusters Score -8095928 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -8095984.000000 Penalty: 5300.276367
	Iteration 71Q: 3 clusters Score -8095984 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -8096028.000000 Penalty: 5300.276367
	Iteration 72Q: 3 clusters Score -8096028 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -8096083.500000 Penalty: 5300.276367
	Iteration 73Q: 3 clusters Score -8096084 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -8096111.500000 Penalty: 5300.276367
	Iteration 74Q: 3 clusters Score -8096112 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -8096166.500000 Penalty: 5300.276367
	Iteration 75Q: 3 clusters Score -8096166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -8096201.500000 Penalty: 5300.276367
	Iteration 76Q: 3 clusters Score -8096202 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -8096226.000000 Penalty: 5300.276367
	Iteration 77Q: 3 clusters Score -8096226 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8096251.000000 Penalty: 5300.276367
	Iteration 78Q: 3 clusters Score -8096251 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -8096321.000000 Penalty: 5300.276367
	Iteration 79Q: 3 clusters Score -8096321 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -8096362.000000 Penalty: 5300.276367
	Iteration 80F: 3 clusters Score -8096362 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -8096394.500000 Penalty: 5300.276367
	Iteration 81Q: 3 clusters Score -8096394 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -8096431.000000 Penalty: 5300.276367
	Iteration 82Q: 3 clusters Score -8096431 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8096484.000000 Penalty: 5300.276367
	Iteration 83Q: 3 clusters Score -8096484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -8096502.000000 Penalty: 5300.276367
	Iteration 84Q: 3 clusters Score -8096502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8096549.000000 Penalty: 5300.276367
	Iteration 85Q: 3 clusters Score -8096549 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8096582.000000 Penalty: 5300.276367
	Iteration 86Q: 3 clusters Score -8096582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -8096608.500000 Penalty: 5300.276367
	Iteration 87Q: 3 clusters Score -8096608 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8096623.500000 Penalty: 5300.276367
	Iteration 88Q: 3 clusters Score -8096624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8096658.500000 Penalty: 5300.276367
	Iteration 89Q: 3 clusters Score -8096658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8096702.000000 Penalty: 5300.276367
	Iteration 90Q: 3 clusters Score -8096702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8096731.000000 Penalty: 5300.276367
	Iteration 91Q: 3 clusters Score -8096731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8096739.000000 Penalty: 5300.276367
	Iteration 92Q: 3 clusters Score -8096739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8096773.000000 Penalty: 5300.276367
	Iteration 93Q: 3 clusters Score -8096773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8096802.500000 Penalty: 5300.276367
	Iteration 94Q: 3 clusters Score -8096802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8096830.500000 Penalty: 5300.276367
	Iteration 95Q: 3 clusters Score -8096830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8096849.000000 Penalty: 5300.276367
	Iteration 96Q: 3 clusters Score -8096849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8096864.000000 Penalty: 5300.276367
	Iteration 97Q: 3 clusters Score -8096864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8096884.500000 Penalty: 5300.276367
	Iteration 98Q: 3 clusters Score -8096884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8096873.000000 Penalty: 5300.276367
	Iteration 99Q: 3 clusters Score -8096873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8096876.000000 Penalty: 5300.276367
	Iteration 100F: 3 clusters Score -8096876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8096883.500000 Penalty: 5300.276367
	Iteration 101Q: 3 clusters Score -8096884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8096887.500000 Penalty: 5300.276367
	Iteration 102Q: 3 clusters Score -8096888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8096902.000000 Penalty: 5300.276367
	Iteration 103Q: 3 clusters Score -8096902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8096894.500000 Penalty: 5300.276367
	Iteration 104Q: 3 clusters Score -8096894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8096890.500000 Penalty: 5300.276367
	Iteration 105Q: 3 clusters Score -8096890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8096911.000000 Penalty: 5300.276367
	Iteration 106Q: 3 clusters Score -8096911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8096913.000000 Penalty: 5300.276367
	Iteration 107Q: 3 clusters Score -8096913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8096932.000000 Penalty: 5300.276367
	Iteration 108Q: 3 clusters Score -8096932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8096941.500000 Penalty: 5300.276367
	Iteration 109Q: 3 clusters Score -8096942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8096959.500000 Penalty: 5300.276367
	Iteration 110Q: 3 clusters Score -8096960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8096974.000000 Penalty: 5300.276367
	Iteration 111Q: 3 clusters Score -8096974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8096983.000000 Penalty: 5300.276367
	Iteration 112Q: 3 clusters Score -8096983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8096977.000000 Penalty: 5300.276367
	Iteration 113Q: 3 clusters Score -8096977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8096984.500000 Penalty: 5300.276367
	Iteration 114Q: 3 clusters Score -8096984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8096985.000000 Penalty: 5300.276367
	Iteration 115Q: 3 clusters Score -8096985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8096998.000000 Penalty: 5300.276367
	Iteration 116Q: 3 clusters Score -8096998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8096989.500000 Penalty: 5300.276367
	Iteration 117Q: 3 clusters Score -8096990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8096995.000000 Penalty: 5300.276367
	Iteration 118Q: 3 clusters Score -8096995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8096996.500000 Penalty: 5300.276367
	Iteration 119Q: 3 clusters Score -8096996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8096999.000000 Penalty: 5300.276367
	Iteration 120F: 3 clusters Score -8096999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8097004.000000 Penalty: 5300.276367
	Iteration 121Q: 3 clusters Score -8097004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8097012.500000 Penalty: 5300.276367
	Iteration 122Q: 3 clusters Score -8097012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8097015.000000 Penalty: 5300.276367
	Iteration 123Q: 3 clusters Score -8097015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8097008.500000 Penalty: 5300.276367
	Iteration 124Q: 3 clusters Score -8097008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8097023.500000 Penalty: 5300.276367
	Iteration 125Q: 3 clusters Score -8097024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8097030.000000 Penalty: 5300.276367
	Iteration 126Q: 3 clusters Score -8097030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8097046.000000 Penalty: 5300.276367
	Iteration 127Q: 3 clusters Score -8097046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8097063.000000 Penalty: 5300.276367
	Iteration 128Q: 3 clusters Score -8097063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8097067.500000 Penalty: 5300.276367
	Iteration 129Q: 3 clusters Score -8097068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8097072.500000 Penalty: 5300.276367
	Iteration 130Q: 3 clusters Score -8097072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8097073.500000 Penalty: 5300.276367
	Iteration 131Q: 3 clusters Score -8097074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8097079.500000 Penalty: 5300.276367
	Iteration 132Q: 3 clusters Score -8097080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8097093.500000 Penalty: 5300.276367
	Iteration 133Q: 3 clusters Score -8097094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8097095.500000 Penalty: 5300.276367
	Iteration 134Q: 3 clusters Score -8097096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8097079.500000 Penalty: 5300.276367
	Iteration 135Q: 3 clusters Score -8097080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8097084.500000 Penalty: 5300.276367
	Iteration 136Q: 3 clusters Score -8097084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8097104.000000 Penalty: 5300.276367
	Iteration 137Q: 3 clusters Score -8097104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8097113.000000 Penalty: 5300.276367
	Iteration 138Q: 3 clusters Score -8097113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8097109.500000 Penalty: 5300.276367
	Iteration 139Q: 3 clusters Score -8097110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8097118.000000 Penalty: 5300.276367
	Iteration 140F: 3 clusters Score -8097118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8097113.500000 Penalty: 5300.276367
	Iteration 141Q: 3 clusters Score -8097114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8097114.500000 Penalty: 5300.276367
	Iteration 142Q: 3 clusters Score -8097114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8097109.500000 Penalty: 5300.276367
	Iteration 143Q: 3 clusters Score -8097110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8097122.000000 Penalty: 5300.276367
	Iteration 144Q: 3 clusters Score -8097122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8097127.500000 Penalty: 5300.276367
	Iteration 145Q: 3 clusters Score -8097128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8097116.000000 Penalty: 5300.276367
	Iteration 146Q: 3 clusters Score -8097116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8097121.500000 Penalty: 5300.276367
	Iteration 147Q: 3 clusters Score -8097122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8097113.500000 Penalty: 5300.276367
	Iteration 148Q: 3 clusters Score -8097114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8097110.500000 Penalty: 5300.276367
	Iteration 149Q: 3 clusters Score -8097110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8097115.000000 Penalty: 5300.276367
	Iteration 150Q: 3 clusters Score -8097115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8097115.000000 Penalty: 5300.276367
	Iteration 151F: 3 clusters Score -8097115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Entering Unmasked Estep 
Score: -8931885.000000 Penalty: 2671.984619
	Iteration 0F: 2 clusters Score -8931885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -8902988.000000 Penalty: 5343.969238
	Iteration 0F: 3 clusters Score -8902988 nChanged 21988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -8915173.000000 Penalty: 5343.969238
	Iteration 1F: 3 clusters Score -8915173 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -8915989.000000 Penalty: 5343.969238
	Iteration 2Q: 3 clusters Score -8915989 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -8916979.000000 Penalty: 5343.969238
	Iteration 3Q: 3 clusters Score -8916979 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -8918161.000000 Penalty: 5343.969238
	Iteration 4F: 3 clusters Score -8918161 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -8919461.000000 Penalty: 5343.969238
	Iteration 5F: 3 clusters Score -8919461 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -8920766.000000 Penalty: 5343.969238
	Iteration 6F: 3 clusters Score -8920766 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -8921926.000000 Penalty: 5343.969238
	Iteration 7F: 3 clusters Score -8921926 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -8923075.000000 Penalty: 5343.969238
	Iteration 8Q: 3 clusters Score -8923075 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -8924115.000000 Penalty: 5343.969238
	Iteration 9Q: 3 clusters Score -8924115 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -8925040.000000 Penalty: 5343.969238
	Iteration 10Q: 3 clusters Score -8925040 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -8925745.000000 Penalty: 5343.969238
	Iteration 11Q: 3 clusters Score -8925745 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -8926266.000000 Penalty: 5343.969238
	Iteration 12Q: 3 clusters Score -8926266 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -8926597.000000 Penalty: 5343.969238
	Iteration 13Q: 3 clusters Score -8926597 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -8926848.000000 Penalty: 5343.969238
	Iteration 14Q: 3 clusters Score -8926848 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -8926934.000000 Penalty: 5343.969238
	Iteration 15Q: 3 clusters Score -8926934 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -8927057.000000 Penalty: 5343.969238
	Iteration 16Q: 3 clusters Score -8927057 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -8927115.000000 Penalty: 5343.969238
	Iteration 17Q: 3 clusters Score -8927115 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -8927185.000000 Penalty: 5343.969238
	Iteration 18Q: 3 clusters Score -8927185 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -8927243.000000 Penalty: 5343.969238
	Iteration 19Q: 3 clusters Score -8927243 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -8927310.000000 Penalty: 5343.969238
	Iteration 20F: 3 clusters Score -8927310 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -8927380.000000 Penalty: 5343.969238
	Iteration 21Q: 3 clusters Score -8927380 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -8927439.000000 Penalty: 5343.969238
	Iteration 22Q: 3 clusters Score -8927439 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -8927477.000000 Penalty: 5343.969238
	Iteration 23Q: 3 clusters Score -8927477 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -8927534.000000 Penalty: 5343.969238
	Iteration 24Q: 3 clusters Score -8927534 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -8927578.000000 Penalty: 5343.969238
	Iteration 25Q: 3 clusters Score -8927578 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -8927647.000000 Penalty: 5343.969238
	Iteration 26Q: 3 clusters Score -8927647 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -8927688.000000 Penalty: 5343.969238
	Iteration 27Q: 3 clusters Score -8927688 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -8927712.000000 Penalty: 5343.969238
	Iteration 28Q: 3 clusters Score -8927712 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -8927788.000000 Penalty: 5343.969238
	Iteration 29Q: 3 clusters Score -8927788 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -8927837.000000 Penalty: 5343.969238
	Iteration 30Q: 3 clusters Score -8927837 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -8927848.000000 Penalty: 5343.969238
	Iteration 31Q: 3 clusters Score -8927848 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -8927899.000000 Penalty: 5343.969238
	Iteration 32Q: 3 clusters Score -8927899 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -8927951.000000 Penalty: 5343.969238
	Iteration 33Q: 3 clusters Score -8927951 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -8928015.000000 Penalty: 5343.969238
	Iteration 34Q: 3 clusters Score -8928015 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -8928108.000000 Penalty: 5343.969238
	Iteration 35Q: 3 clusters Score -8928108 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -8928237.000000 Penalty: 5343.969238
	Iteration 36Q: 3 clusters Score -8928237 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -8928319.000000 Penalty: 5343.969238
	Iteration 37Q: 3 clusters Score -8928319 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -8928382.000000 Penalty: 5343.969238
	Iteration 38Q: 3 clusters Score -8928382 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -8928471.000000 Penalty: 5343.969238
	Iteration 39Q: 3 clusters Score -8928471 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -8928566.000000 Penalty: 5343.969238
	Iteration 40F: 3 clusters Score -8928566 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -8928667.000000 Penalty: 5343.969238
	Iteration 41Q: 3 clusters Score -8928667 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -8928774.000000 Penalty: 5343.969238
	Iteration 42Q: 3 clusters Score -8928774 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -8928873.000000 Penalty: 5343.969238
	Iteration 43Q: 3 clusters Score -8928873 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -8928971.000000 Penalty: 5343.969238
	Iteration 44Q: 3 clusters Score -8928971 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -8929116.000000 Penalty: 5343.969238
	Iteration 45Q: 3 clusters Score -8929116 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -8929285.000000 Penalty: 5343.969238
	Iteration 46Q: 3 clusters Score -8929285 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -8929419.000000 Penalty: 5343.969238
	Iteration 47Q: 3 clusters Score -8929419 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -8929582.000000 Penalty: 5343.969238
	Iteration 48Q: 3 clusters Score -8929582 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -8929773.000000 Penalty: 5343.969238
	Iteration 49Q: 3 clusters Score -8929773 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -8929895.000000 Penalty: 5343.969238
	Iteration 50Q: 3 clusters Score -8929895 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -8930003.000000 Penalty: 5343.969238
	Iteration 51Q: 3 clusters Score -8930003 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -8930132.000000 Penalty: 5343.969238
	Iteration 52Q: 3 clusters Score -8930132 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -8930232.000000 Penalty: 5343.969238
	Iteration 53Q: 3 clusters Score -8930232 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -8930263.000000 Penalty: 5343.969238
	Iteration 54Q: 3 clusters Score -8930263 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -8930287.000000 Penalty: 5343.969238
	Iteration 55Q: 3 clusters Score -8930287 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -8930316.000000 Penalty: 5343.969238
	Iteration 56Q: 3 clusters Score -8930316 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -8930348.000000 Penalty: 5343.969238
	Iteration 57Q: 3 clusters Score -8930348 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -8930383.000000 Penalty: 5343.969238
	Iteration 58Q: 3 clusters Score -8930383 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8930412.000000 Penalty: 5343.969238
	Iteration 59Q: 3 clusters Score -8930412 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -8930439.000000 Penalty: 5343.969238
	Iteration 60F: 3 clusters Score -8930439 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -8930456.000000 Penalty: 5343.969238
	Iteration 61Q: 3 clusters Score -8930456 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -8930491.000000 Penalty: 5343.969238
	Iteration 62Q: 3 clusters Score -8930491 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -8930519.000000 Penalty: 5343.969238
	Iteration 63Q: 3 clusters Score -8930519 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8930539.000000 Penalty: 5343.969238
	Iteration 64Q: 3 clusters Score -8930539 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -8930551.000000 Penalty: 5343.969238
	Iteration 65Q: 3 clusters Score -8930551 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8930551.000000 Penalty: 5343.969238
	Iteration 66Q: 3 clusters Score -8930551 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -8930564.000000 Penalty: 5343.969238
	Iteration 67Q: 3 clusters Score -8930564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8930571.000000 Penalty: 5343.969238
	Iteration 68Q: 3 clusters Score -8930571 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -8930576.000000 Penalty: 5343.969238
	Iteration 69Q: 3 clusters Score -8930576 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8930603.000000 Penalty: 5343.969238
	Iteration 70Q: 3 clusters Score -8930603 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -8930611.000000 Penalty: 5343.969238
	Iteration 71Q: 3 clusters Score -8930611 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8930604.000000 Penalty: 5343.969238
	Iteration 72Q: 3 clusters Score -8930604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8930582.000000 Penalty: 5343.969238
	Iteration 73Q: 3 clusters Score -8930582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8930569.000000 Penalty: 5343.969238
	Iteration 74Q: 3 clusters Score -8930569 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -8930595.000000 Penalty: 5343.969238
	Iteration 75Q: 3 clusters Score -8930595 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -8930563.000000 Penalty: 5343.969238
	Iteration 76Q: 3 clusters Score -8930563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -8930577.000000 Penalty: 5343.969238
	Iteration 77Q: 3 clusters Score -8930577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8930567.000000 Penalty: 5343.969238
	Iteration 78Q: 3 clusters Score -8930567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8930562.000000 Penalty: 5343.969238
	Iteration 79Q: 3 clusters Score -8930562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8930561.000000 Penalty: 5343.969238
	Iteration 80F: 3 clusters Score -8930561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8930569.000000 Penalty: 5343.969238
	Iteration 81Q: 3 clusters Score -8930569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8930564.000000 Penalty: 5343.969238
	Iteration 82Q: 3 clusters Score -8930564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8930564.000000 Penalty: 5343.969238
	Iteration 83Q: 3 clusters Score -8930564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8930563.000000 Penalty: 5343.969238
	Iteration 84Q: 3 clusters Score -8930563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8930558.000000 Penalty: 5343.969238
	Iteration 85Q: 3 clusters Score -8930558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8930541.000000 Penalty: 5343.969238
	Iteration 86Q: 3 clusters Score -8930541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8930537.000000 Penalty: 5343.969238
	Iteration 87Q: 3 clusters Score -8930537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8930548.000000 Penalty: 5343.969238
	Iteration 88Q: 3 clusters Score -8930548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -8930559.000000 Penalty: 5343.969238
	Iteration 89Q: 3 clusters Score -8930559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8930552.000000 Penalty: 5343.969238
	Iteration 90Q: 3 clusters Score -8930552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -8930550.000000 Penalty: 5343.969238
	Iteration 91Q: 3 clusters Score -8930550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8930552.000000 Penalty: 5343.969238
	Iteration 92Q: 3 clusters Score -8930552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8930557.000000 Penalty: 5343.969238
	Iteration 93Q: 3 clusters Score -8930557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8930559.000000 Penalty: 5343.969238
	Iteration 94Q: 3 clusters Score -8930559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8930560.000000 Penalty: 5343.969238
	Iteration 95Q: 3 clusters Score -8930560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8930564.000000 Penalty: 5343.969238
	Iteration 96Q: 3 clusters Score -8930564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -8930562.000000 Penalty: 5343.969238
	Iteration 97Q: 3 clusters Score -8930562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8930560.000000 Penalty: 5343.969238
	Iteration 98Q: 3 clusters Score -8930560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8930553.000000 Penalty: 5343.969238
	Iteration 99Q: 3 clusters Score -8930553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8930554.000000 Penalty: 5343.969238
	Iteration 100F: 3 clusters Score -8930554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8930553.000000 Penalty: 5343.969238
	Iteration 101Q: 3 clusters Score -8930553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8930549.000000 Penalty: 5343.969238
	Iteration 102Q: 3 clusters Score -8930549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -8930555.000000 Penalty: 5343.969238
	Iteration 103Q: 3 clusters Score -8930555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8930550.000000 Penalty: 5343.969238
	Iteration 104Q: 3 clusters Score -8930550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8930554.000000 Penalty: 5343.969238
	Iteration 105Q: 3 clusters Score -8930554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8930551.000000 Penalty: 5343.969238
	Iteration 106Q: 3 clusters Score -8930551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8930552.000000 Penalty: 5343.969238
	Iteration 107Q: 3 clusters Score -8930552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8930554.000000 Penalty: 5343.969238
	Iteration 108Q: 3 clusters Score -8930554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8930553.000000 Penalty: 5343.969238
	Iteration 109Q: 3 clusters Score -8930553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8930562.000000 Penalty: 5343.969238
	Iteration 110Q: 3 clusters Score -8930562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8930557.000000 Penalty: 5343.969238
	Iteration 111Q: 3 clusters Score -8930557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8930547.000000 Penalty: 5343.969238
	Iteration 112Q: 3 clusters Score -8930547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8930543.000000 Penalty: 5343.969238
	Iteration 113Q: 3 clusters Score -8930543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8930541.000000 Penalty: 5343.969238
	Iteration 114Q: 3 clusters Score -8930541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8930532.000000 Penalty: 5343.969238
	Iteration 115Q: 3 clusters Score -8930532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8930538.000000 Penalty: 5343.969238
	Iteration 116Q: 3 clusters Score -8930538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8930526.000000 Penalty: 5343.969238
	Iteration 117Q: 3 clusters Score -8930526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8930508.000000 Penalty: 5343.969238
	Iteration 118Q: 3 clusters Score -8930508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8930507.000000 Penalty: 5343.969238
	Iteration 119Q: 3 clusters Score -8930507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8930509.000000 Penalty: 5343.969238
	Iteration 120F: 3 clusters Score -8930509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8930491.000000 Penalty: 5343.969238
	Iteration 121Q: 3 clusters Score -8930491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8930481.000000 Penalty: 5343.969238
	Iteration 122Q: 3 clusters Score -8930481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8930486.000000 Penalty: 5343.969238
	Iteration 123Q: 3 clusters Score -8930486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8930492.000000 Penalty: 5343.969238
	Iteration 124Q: 3 clusters Score -8930492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8930495.000000 Penalty: 5343.969238
	Iteration 125Q: 3 clusters Score -8930495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8930490.000000 Penalty: 5343.969238
	Iteration 126Q: 3 clusters Score -8930490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8930491.000000 Penalty: 5343.969238
	Iteration 127Q: 3 clusters Score -8930491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8930479.000000 Penalty: 5343.969238
	Iteration 128Q: 3 clusters Score -8930479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8930479.000000 Penalty: 5343.969238
	Iteration 129F: 3 clusters Score -8930479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Entering Unmasked Estep 
Score: -7853785.500000 Penalty: 2644.309814
	Iteration 0F: 2 clusters Score -7853786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -7824733.000000 Penalty: 5288.619629
	Iteration 0F: 3 clusters Score -7824733 nChanged 19788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -7835613.000000 Penalty: 5288.619629
	Iteration 1F: 3 clusters Score -7835613 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -7836131.000000 Penalty: 5288.619629
	Iteration 2Q: 3 clusters Score -7836131 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -7836591.000000 Penalty: 5288.619629
	Iteration 3Q: 3 clusters Score -7836591 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -7837114.000000 Penalty: 5288.619629
	Iteration 4Q: 3 clusters Score -7837114 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -7837740.000000 Penalty: 5288.619629
	Iteration 5Q: 3 clusters Score -7837740 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -7838609.500000 Penalty: 5288.619629
	Iteration 6Q: 3 clusters Score -7838610 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -7840109.000000 Penalty: 5288.619629
	Iteration 7F: 3 clusters Score -7840109 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -7842296.500000 Penalty: 5288.619629
	Iteration 8F: 3 clusters Score -7842296 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -7845030.000000 Penalty: 5288.619629
	Iteration 9F: 3 clusters Score -7845030 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -7847680.000000 Penalty: 5288.619629
	Iteration 10F: 3 clusters Score -7847680 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7849471.500000 Penalty: 5288.619629
	Iteration 11Q: 3 clusters Score -7849472 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7850544.000000 Penalty: 5288.619629
	Iteration 12Q: 3 clusters Score -7850544 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7851069.000000 Penalty: 5288.619629
	Iteration 13Q: 3 clusters Score -7851069 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7851275.500000 Penalty: 5288.619629
	Iteration 14Q: 3 clusters Score -7851276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7851378.500000 Penalty: 5288.619629
	Iteration 15Q: 3 clusters Score -7851378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7851439.500000 Penalty: 5288.619629
	Iteration 16Q: 3 clusters Score -7851440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7851461.000000 Penalty: 5288.619629
	Iteration 17Q: 3 clusters Score -7851461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7851488.500000 Penalty: 5288.619629
	Iteration 18Q: 3 clusters Score -7851488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7851504.500000 Penalty: 5288.619629
	Iteration 19Q: 3 clusters Score -7851504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7851511.000000 Penalty: 5288.619629
	Iteration 20F: 3 clusters Score -7851511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7851529.000000 Penalty: 5288.619629
	Iteration 21Q: 3 clusters Score -7851529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7851533.500000 Penalty: 5288.619629
	Iteration 22Q: 3 clusters Score -7851534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7851537.000000 Penalty: 5288.619629
	Iteration 23Q: 3 clusters Score -7851537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7851542.500000 Penalty: 5288.619629
	Iteration 24Q: 3 clusters Score -7851542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7851541.500000 Penalty: 5288.619629
	Iteration 25Q: 3 clusters Score -7851542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7851543.500000 Penalty: 5288.619629
	Iteration 26Q: 3 clusters Score -7851544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7851550.500000 Penalty: 5288.619629
	Iteration 27Q: 3 clusters Score -7851550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7851554.500000 Penalty: 5288.619629
	Iteration 28Q: 3 clusters Score -7851554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7851547.500000 Penalty: 5288.619629
	Iteration 29Q: 3 clusters Score -7851548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7851554.500000 Penalty: 5288.619629
	Iteration 30Q: 3 clusters Score -7851554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7851560.500000 Penalty: 5288.619629
	Iteration 31Q: 3 clusters Score -7851560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7851560.500000 Penalty: 5288.619629
	Iteration 32F: 3 clusters Score -7851560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Entering Unmasked Estep 
Score: -8513900.000000 Penalty: 2660.607422
	Iteration 0F: 2 clusters Score -8513900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -8485024.000000 Penalty: 5321.214844
	Iteration 0F: 3 clusters Score -8485024 nChanged 20924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -8496617.000000 Penalty: 5321.214844
	Iteration 1F: 3 clusters Score -8496617 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -8497271.000000 Penalty: 5321.214844
	Iteration 2Q: 3 clusters Score -8497271 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -8497913.000000 Penalty: 5321.214844
	Iteration 3Q: 3 clusters Score -8497913 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -8498772.000000 Penalty: 5321.214844
	Iteration 4Q: 3 clusters Score -8498772 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -8499880.000000 Penalty: 5321.214844
	Iteration 5F: 3 clusters Score -8499880 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -8501428.000000 Penalty: 5321.214844
	Iteration 6F: 3 clusters Score -8501428 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -8503565.000000 Penalty: 5321.214844
	Iteration 7F: 3 clusters Score -8503565 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -8506033.000000 Penalty: 5321.214844
	Iteration 8F: 3 clusters Score -8506033 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -8508517.000000 Penalty: 5321.214844
	Iteration 9F: 3 clusters Score -8508517 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -8510391.000000 Penalty: 5321.214844
	Iteration 10F: 3 clusters Score -8510391 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -8511215.000000 Penalty: 5321.214844
	Iteration 11Q: 3 clusters Score -8511215 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -8511526.000000 Penalty: 5321.214844
	Iteration 12Q: 3 clusters Score -8511526 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -8511619.000000 Penalty: 5321.214844
	Iteration 13Q: 3 clusters Score -8511619 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -8511671.000000 Penalty: 5321.214844
	Iteration 14Q: 3 clusters Score -8511671 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -8511715.000000 Penalty: 5321.214844
	Iteration 15Q: 3 clusters Score -8511715 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -8511755.000000 Penalty: 5321.214844
	Iteration 16Q: 3 clusters Score -8511755 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -8511763.000000 Penalty: 5321.214844
	Iteration 17Q: 3 clusters Score -8511763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8511786.000000 Penalty: 5321.214844
	Iteration 18Q: 3 clusters Score -8511786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8511794.000000 Penalty: 5321.214844
	Iteration 19Q: 3 clusters Score -8511794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -8511808.000000 Penalty: 5321.214844
	Iteration 20F: 3 clusters Score -8511808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -8511831.000000 Penalty: 5321.214844
	Iteration 21Q: 3 clusters Score -8511831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -8511843.000000 Penalty: 5321.214844
	Iteration 22Q: 3 clusters Score -8511843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8511848.000000 Penalty: 5321.214844
	Iteration 23Q: 3 clusters Score -8511848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8511848.000000 Penalty: 5321.214844
	Iteration 24Q: 3 clusters Score -8511848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -8511848.000000 Penalty: 5321.214844
	Iteration 25Q: 3 clusters Score -8511848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -8511848.000000 Penalty: 5321.214844
	Iteration 26F: 3 clusters Score -8511848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Entering Unmasked Estep 
Score: -1585193.375000 Penalty: 2247.336426
	Iteration 0F: 2 clusters Score -1585193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1578357.500000 Penalty: 4494.672852
	Iteration 0F: 3 clusters Score -1578358 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1580270.000000 Penalty: 4494.672852
	Iteration 1F: 3 clusters Score -1580270 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1580498.625000 Penalty: 4494.672852
	Iteration 2F: 3 clusters Score -1580499 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1580647.000000 Penalty: 4494.672852
	Iteration 3Q: 3 clusters Score -1580647 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1580751.500000 Penalty: 4494.672852
	Iteration 4Q: 3 clusters Score -1580752 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1580827.375000 Penalty: 4494.672852
	Iteration 5Q: 3 clusters Score -1580827 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1580890.375000 Penalty: 4494.672852
	Iteration 6Q: 3 clusters Score -1580890 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1580931.750000 Penalty: 4494.672852
	Iteration 7Q: 3 clusters Score -1580932 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1580967.250000 Penalty: 4494.672852
	Iteration 8Q: 3 clusters Score -1580967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1580999.375000 Penalty: 4494.672852
	Iteration 9Q: 3 clusters Score -1580999 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1581030.250000 Penalty: 4494.672852
	Iteration 10Q: 3 clusters Score -1581030 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1581063.750000 Penalty: 4494.672852
	Iteration 11Q: 3 clusters Score -1581064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1581112.500000 Penalty: 4494.672852
	Iteration 12Q: 3 clusters Score -1581112 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1581151.250000 Penalty: 4494.672852
	Iteration 13Q: 3 clusters Score -1581151 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1581197.000000 Penalty: 4494.672852
	Iteration 14Q: 3 clusters Score -1581197 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1581253.000000 Penalty: 4494.672852
	Iteration 15Q: 3 clusters Score -1581253 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1581326.125000 Penalty: 4494.672852
	Iteration 16Q: 3 clusters Score -1581326 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1581395.875000 Penalty: 4494.672852
	Iteration 17Q: 3 clusters Score -1581396 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1581477.375000 Penalty: 4494.672852
	Iteration 18Q: 3 clusters Score -1581477 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1581596.500000 Penalty: 4494.672852
	Iteration 19Q: 3 clusters Score -1581596 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1581752.000000 Penalty: 4494.672852
	Iteration 20F: 3 clusters Score -1581752 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1581950.375000 Penalty: 4494.672852
	Iteration 21Q: 3 clusters Score -1581950 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1582146.250000 Penalty: 4494.672852
	Iteration 22Q: 3 clusters Score -1582146 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1582362.375000 Penalty: 4494.672852
	Iteration 23Q: 3 clusters Score -1582362 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1582550.125000 Penalty: 4494.672852
	Iteration 24Q: 3 clusters Score -1582550 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1582699.375000 Penalty: 4494.672852
	Iteration 25Q: 3 clusters Score -1582699 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1582814.250000 Penalty: 4494.672852
	Iteration 26Q: 3 clusters Score -1582814 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1582903.750000 Penalty: 4494.672852
	Iteration 27Q: 3 clusters Score -1582904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1582974.500000 Penalty: 4494.672852
	Iteration 28Q: 3 clusters Score -1582974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1583033.750000 Penalty: 4494.672852
	Iteration 29Q: 3 clusters Score -1583034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1583069.625000 Penalty: 4494.672852
	Iteration 30Q: 3 clusters Score -1583070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1583100.000000 Penalty: 4494.672852
	Iteration 31Q: 3 clusters Score -1583100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1583114.625000 Penalty: 4494.672852
	Iteration 32Q: 3 clusters Score -1583115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1583121.250000 Penalty: 4494.672852
	Iteration 33Q: 3 clusters Score -1583121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1583132.125000 Penalty: 4494.672852
	Iteration 34Q: 3 clusters Score -1583132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1583136.125000 Penalty: 4494.672852
	Iteration 35Q: 3 clusters Score -1583136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1583141.000000 Penalty: 4494.672852
	Iteration 36Q: 3 clusters Score -1583141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1583151.500000 Penalty: 4494.672852
	Iteration 37Q: 3 clusters Score -1583152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1583161.500000 Penalty: 4494.672852
	Iteration 38Q: 3 clusters Score -1583162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1583173.500000 Penalty: 4494.672852
	Iteration 39Q: 3 clusters Score -1583174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1583185.750000 Penalty: 4494.672852
	Iteration 40F: 3 clusters Score -1583186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1583191.500000 Penalty: 4494.672852
	Iteration 41Q: 3 clusters Score -1583192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1583192.125000 Penalty: 4494.672852
	Iteration 42Q: 3 clusters Score -1583192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1583191.625000 Penalty: 4494.672852
	Iteration 43Q: 3 clusters Score -1583192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1583193.000000 Penalty: 4494.672852
	Iteration 44Q: 3 clusters Score -1583193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1583194.500000 Penalty: 4494.672852
	Iteration 45Q: 3 clusters Score -1583194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1583194.500000 Penalty: 4494.672852
	Iteration 46F: 3 clusters Score -1583194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Entering Unmasked Estep 
Score: -8595328.000000 Penalty: 2663.310059
	Iteration 0F: 2 clusters Score -8595328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -8566464.000000 Penalty: 5326.620117
	Iteration 0F: 3 clusters Score -8566464 nChanged 21178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -8577810.000000 Penalty: 5326.620117
	Iteration 1F: 3 clusters Score -8577810 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -8578305.000000 Penalty: 5326.620117
	Iteration 2Q: 3 clusters Score -8578305 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -8578796.000000 Penalty: 5326.620117
	Iteration 3Q: 3 clusters Score -8578796 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -8579328.000000 Penalty: 5326.620117
	Iteration 4Q: 3 clusters Score -8579328 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -8579978.000000 Penalty: 5326.620117
	Iteration 5Q: 3 clusters Score -8579978 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -8580829.000000 Penalty: 5326.620117
	Iteration 6Q: 3 clusters Score -8580829 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -8582092.000000 Penalty: 5326.620117
	Iteration 7F: 3 clusters Score -8582092 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -8583909.000000 Penalty: 5326.620117
	Iteration 8F: 3 clusters Score -8583909 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -8586257.000000 Penalty: 5326.620117
	Iteration 9F: 3 clusters Score -8586257 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -8588729.000000 Penalty: 5326.620117
	Iteration 10F: 3 clusters Score -8588729 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -8590954.000000 Penalty: 5326.620117
	Iteration 11F: 3 clusters Score -8590954 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8592027.000000 Penalty: 5326.620117
	Iteration 12Q: 3 clusters Score -8592027 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -8592413.000000 Penalty: 5326.620117
	Iteration 13Q: 3 clusters Score -8592413 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8592635.000000 Penalty: 5326.620117
	Iteration 14Q: 3 clusters Score -8592635 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8592801.000000 Penalty: 5326.620117
	Iteration 15Q: 3 clusters Score -8592801 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8592934.000000 Penalty: 5326.620117
	Iteration 16Q: 3 clusters Score -8592934 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8593025.000000 Penalty: 5326.620117
	Iteration 17Q: 3 clusters Score -8593025 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8593073.000000 Penalty: 5326.620117
	Iteration 18Q: 3 clusters Score -8593073 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8593119.000000 Penalty: 5326.620117
	Iteration 19Q: 3 clusters Score -8593119 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8593143.000000 Penalty: 5326.620117
	Iteration 20F: 3 clusters Score -8593143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8593161.000000 Penalty: 5326.620117
	Iteration 21Q: 3 clusters Score -8593161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8593174.000000 Penalty: 5326.620117
	Iteration 22Q: 3 clusters Score -8593174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8593192.000000 Penalty: 5326.620117
	Iteration 23Q: 3 clusters Score -8593192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8593203.000000 Penalty: 5326.620117
	Iteration 24Q: 3 clusters Score -8593203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8593213.000000 Penalty: 5326.620117
	Iteration 25Q: 3 clusters Score -8593213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8593207.000000 Penalty: 5326.620117
	Iteration 26Q: 3 clusters Score -8593207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8593210.000000 Penalty: 5326.620117
	Iteration 27Q: 3 clusters Score -8593210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8593216.000000 Penalty: 5326.620117
	Iteration 28Q: 3 clusters Score -8593216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8593221.000000 Penalty: 5326.620117
	Iteration 29Q: 3 clusters Score -8593221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8593219.000000 Penalty: 5326.620117
	Iteration 30Q: 3 clusters Score -8593219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8593221.000000 Penalty: 5326.620117
	Iteration 31Q: 3 clusters Score -8593221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8593221.000000 Penalty: 5326.620117
	Iteration 32Q: 3 clusters Score -8593221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8593229.000000 Penalty: 5326.620117
	Iteration 33Q: 3 clusters Score -8593229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8593237.000000 Penalty: 5326.620117
	Iteration 34Q: 3 clusters Score -8593237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8593244.000000 Penalty: 5326.620117
	Iteration 35Q: 3 clusters Score -8593244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8593249.000000 Penalty: 5326.620117
	Iteration 36Q: 3 clusters Score -8593249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8593237.000000 Penalty: 5326.620117
	Iteration 37Q: 3 clusters Score -8593237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8593246.000000 Penalty: 5326.620117
	Iteration 38Q: 3 clusters Score -8593246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8593246.000000 Penalty: 5326.620117
	Iteration 39F: 3 clusters Score -8593246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Entering Unmasked Estep 
Score: -8667316.000000 Penalty: 2664.570312
	Iteration 0F: 2 clusters Score -8667316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -8638949.000000 Penalty: 5329.140625
	Iteration 0F: 3 clusters Score -8638949 nChanged 21405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8650756.000000 Penalty: 5329.140625
	Iteration 1F: 3 clusters Score -8650756 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -8651373.000000 Penalty: 5329.140625
	Iteration 2Q: 3 clusters Score -8651373 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -8652154.000000 Penalty: 5329.140625
	Iteration 3Q: 3 clusters Score -8652154 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -8652957.000000 Penalty: 5329.140625
	Iteration 4Q: 3 clusters Score -8652957 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -8654162.000000 Penalty: 5329.140625
	Iteration 5Q: 3 clusters Score -8654162 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -8655662.000000 Penalty: 5329.140625
	Iteration 6F: 3 clusters Score -8655662 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -8657566.000000 Penalty: 5329.140625
	Iteration 7F: 3 clusters Score -8657566 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -8659623.000000 Penalty: 5329.140625
	Iteration 8F: 3 clusters Score -8659623 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -8661285.000000 Penalty: 5329.140625
	Iteration 9F: 3 clusters Score -8661285 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -8662234.000000 Penalty: 5329.140625
	Iteration 10Q: 3 clusters Score -8662234 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -8662751.000000 Penalty: 5329.140625
	Iteration 11Q: 3 clusters Score -8662751 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -8663027.000000 Penalty: 5329.140625
	Iteration 12Q: 3 clusters Score -8663027 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -8663247.000000 Penalty: 5329.140625
	Iteration 13Q: 3 clusters Score -8663247 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -8663464.000000 Penalty: 5329.140625
	Iteration 14Q: 3 clusters Score -8663464 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -8663693.000000 Penalty: 5329.140625
	Iteration 15Q: 3 clusters Score -8663693 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -8663897.000000 Penalty: 5329.140625
	Iteration 16Q: 3 clusters Score -8663897 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -8664120.000000 Penalty: 5329.140625
	Iteration 17Q: 3 clusters Score -8664120 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -8664330.000000 Penalty: 5329.140625
	Iteration 18Q: 3 clusters Score -8664330 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -8664474.000000 Penalty: 5329.140625
	Iteration 19Q: 3 clusters Score -8664474 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -8664614.000000 Penalty: 5329.140625
	Iteration 20F: 3 clusters Score -8664614 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -8664735.000000 Penalty: 5329.140625
	Iteration 21Q: 3 clusters Score -8664735 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -8664839.000000 Penalty: 5329.140625
	Iteration 22Q: 3 clusters Score -8664839 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -8664908.000000 Penalty: 5329.140625
	Iteration 23Q: 3 clusters Score -8664908 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -8664999.000000 Penalty: 5329.140625
	Iteration 24Q: 3 clusters Score -8664999 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -8665065.000000 Penalty: 5329.140625
	Iteration 25Q: 3 clusters Score -8665065 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -8665118.000000 Penalty: 5329.140625
	Iteration 26Q: 3 clusters Score -8665118 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -8665167.000000 Penalty: 5329.140625
	Iteration 27Q: 3 clusters Score -8665167 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -8665169.000000 Penalty: 5329.140625
	Iteration 28Q: 3 clusters Score -8665169 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -8665207.000000 Penalty: 5329.140625
	Iteration 29Q: 3 clusters Score -8665207 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -8665204.000000 Penalty: 5329.140625
	Iteration 30Q: 3 clusters Score -8665204 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -8665217.000000 Penalty: 5329.140625
	Iteration 31Q: 3 clusters Score -8665217 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -8665219.000000 Penalty: 5329.140625
	Iteration 32Q: 3 clusters Score -8665219 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -8665255.000000 Penalty: 5329.140625
	Iteration 33Q: 3 clusters Score -8665255 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -8665267.000000 Penalty: 5329.140625
	Iteration 34Q: 3 clusters Score -8665267 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -8665278.000000 Penalty: 5329.140625
	Iteration 35Q: 3 clusters Score -8665278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -8665275.000000 Penalty: 5329.140625
	Iteration 36Q: 3 clusters Score -8665275 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -8665285.000000 Penalty: 5329.140625
	Iteration 37Q: 3 clusters Score -8665285 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -8665288.000000 Penalty: 5329.140625
	Iteration 38Q: 3 clusters Score -8665288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -8665291.000000 Penalty: 5329.140625
	Iteration 39Q: 3 clusters Score -8665291 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -8665313.000000 Penalty: 5329.140625
	Iteration 40F: 3 clusters Score -8665313 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -8665316.000000 Penalty: 5329.140625
	Iteration 41Q: 3 clusters Score -8665316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -8665320.000000 Penalty: 5329.140625
	Iteration 42Q: 3 clusters Score -8665320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -8665309.000000 Penalty: 5329.140625
	Iteration 43Q: 3 clusters Score -8665309 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -8665328.000000 Penalty: 5329.140625
	Iteration 44Q: 3 clusters Score -8665328 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -8665314.000000 Penalty: 5329.140625
	Iteration 45Q: 3 clusters Score -8665314 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -8665307.000000 Penalty: 5329.140625
	Iteration 46Q: 3 clusters Score -8665307 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -8665326.000000 Penalty: 5329.140625
	Iteration 47Q: 3 clusters Score -8665326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -8665311.000000 Penalty: 5329.140625
	Iteration 48Q: 3 clusters Score -8665311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -8665310.000000 Penalty: 5329.140625
	Iteration 49Q: 3 clusters Score -8665310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -8665301.000000 Penalty: 5329.140625
	Iteration 50Q: 3 clusters Score -8665301 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -8665295.000000 Penalty: 5329.140625
	Iteration 51Q: 3 clusters Score -8665295 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -8665286.000000 Penalty: 5329.140625
	Iteration 52Q: 3 clusters Score -8665286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -8665280.000000 Penalty: 5329.140625
	Iteration 53Q: 3 clusters Score -8665280 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -8665277.000000 Penalty: 5329.140625
	Iteration 54Q: 3 clusters Score -8665277 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -8665264.000000 Penalty: 5329.140625
	Iteration 55Q: 3 clusters Score -8665264 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -8665286.000000 Penalty: 5329.140625
	Iteration 56Q: 3 clusters Score -8665286 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -8665285.000000 Penalty: 5329.140625
	Iteration 57Q: 3 clusters Score -8665285 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -8665310.000000 Penalty: 5329.140625
	Iteration 58Q: 3 clusters Score -8665310 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -8665317.000000 Penalty: 5329.140625
	Iteration 59Q: 3 clusters Score -8665317 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -8665315.000000 Penalty: 5329.140625
	Iteration 60F: 3 clusters Score -8665315 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -8665316.000000 Penalty: 5329.140625
	Iteration 61Q: 3 clusters Score -8665316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -8665304.000000 Penalty: 5329.140625
	Iteration 62Q: 3 clusters Score -8665304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -8665312.000000 Penalty: 5329.140625
	Iteration 63Q: 3 clusters Score -8665312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -8665310.000000 Penalty: 5329.140625
	Iteration 64Q: 3 clusters Score -8665310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -8665311.000000 Penalty: 5329.140625
	Iteration 65Q: 3 clusters Score -8665311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -8665309.000000 Penalty: 5329.140625
	Iteration 66Q: 3 clusters Score -8665309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -8665308.000000 Penalty: 5329.140625
	Iteration 67Q: 3 clusters Score -8665308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -8665297.000000 Penalty: 5329.140625
	Iteration 68Q: 3 clusters Score -8665297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -8665301.000000 Penalty: 5329.140625
	Iteration 69Q: 3 clusters Score -8665301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -8665311.000000 Penalty: 5329.140625
	Iteration 70Q: 3 clusters Score -8665311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -8665312.000000 Penalty: 5329.140625
	Iteration 71Q: 3 clusters Score -8665312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -8665310.000000 Penalty: 5329.140625
	Iteration 72Q: 3 clusters Score -8665310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -8665301.000000 Penalty: 5329.140625
	Iteration 73Q: 3 clusters Score -8665301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -8665310.000000 Penalty: 5329.140625
	Iteration 74Q: 3 clusters Score -8665310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -8665305.000000 Penalty: 5329.140625
	Iteration 75Q: 3 clusters Score -8665305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -8665312.000000 Penalty: 5329.140625
	Iteration 76Q: 3 clusters Score -8665312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -8665315.000000 Penalty: 5329.140625
	Iteration 77Q: 3 clusters Score -8665315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -8665308.000000 Penalty: 5329.140625
	Iteration 78Q: 3 clusters Score -8665308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -8665318.000000 Penalty: 5329.140625
	Iteration 79Q: 3 clusters Score -8665318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -8665313.000000 Penalty: 5329.140625
	Iteration 80F: 3 clusters Score -8665313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -8665315.000000 Penalty: 5329.140625
	Iteration 81Q: 3 clusters Score -8665315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -8665317.000000 Penalty: 5329.140625
	Iteration 82Q: 3 clusters Score -8665317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -8665308.000000 Penalty: 5329.140625
	Iteration 83Q: 3 clusters Score -8665308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -8665315.000000 Penalty: 5329.140625
	Iteration 84Q: 3 clusters Score -8665315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -8665315.000000 Penalty: 5329.140625
	Iteration 85Q: 3 clusters Score -8665315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -8665310.000000 Penalty: 5329.140625
	Iteration 86Q: 3 clusters Score -8665310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -8665311.000000 Penalty: 5329.140625
	Iteration 87Q: 3 clusters Score -8665311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -8665311.000000 Penalty: 5329.140625
	Iteration 88F: 3 clusters Score -8665311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -214182.265625 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -214182.3 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 656 members 
Entering Unmasked Estep 
Score: -212056.046875 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -212056 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -212551.750000 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -212551.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -212836.234375 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -212836.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -213169.250000 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -213169.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -213461.125000 Penalty: 3572.889160
	Iteration 4F: 3 clusters Score -213461.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -213683.296875 Penalty: 3572.889160
	Iteration 5F: 3 clusters Score -213683.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -213841.218750 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -213841.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -213937.453125 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -213937.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -213980.171875 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -213980.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -214026.484375 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -214026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -214043.828125 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -214043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -214054.515625 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -214054.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -214057.812500 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -214057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -214059.156250 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -214059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -214061.484375 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -214061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -214062.078125 Penalty: 3572.889160
	Iteration 15Q: 3 clusters Score -214062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -214062.796875 Penalty: 3572.889160
	Iteration 16Q: 3 clusters Score -214062.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -214062.796875 Penalty: 3572.889160
	Iteration 17F: 3 clusters Score -214062.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Entering Unmasked Estep 
Score: -4272403.500000 Penalty: 2498.600098
	Iteration 0F: 2 clusters Score -4272404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -4256024.500000 Penalty: 4997.200195
	Iteration 0F: 3 clusters Score -4256024 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -4261777.000000 Penalty: 4997.200195
	Iteration 1F: 3 clusters Score -4261777 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -4262383.000000 Penalty: 4997.200195
	Iteration 2F: 3 clusters Score -4262383 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -4263015.500000 Penalty: 4997.200195
	Iteration 3F: 3 clusters Score -4263016 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4263838.500000 Penalty: 4997.200195
	Iteration 4F: 3 clusters Score -4263838 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -4264878.500000 Penalty: 4997.200195
	Iteration 5F: 3 clusters Score -4264878 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -4266208.000000 Penalty: 4997.200195
	Iteration 6F: 3 clusters Score -4266208 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4267489.000000 Penalty: 4997.200195
	Iteration 7F: 3 clusters Score -4267489 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4268565.000000 Penalty: 4997.200195
	Iteration 8F: 3 clusters Score -4268565 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4269289.500000 Penalty: 4997.200195
	Iteration 9Q: 3 clusters Score -4269290 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4269741.500000 Penalty: 4997.200195
	Iteration 10Q: 3 clusters Score -4269742 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4269989.500000 Penalty: 4997.200195
	Iteration 11Q: 3 clusters Score -4269990 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4270123.500000 Penalty: 4997.200195
	Iteration 12Q: 3 clusters Score -4270124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4270184.500000 Penalty: 4997.200195
	Iteration 13Q: 3 clusters Score -4270184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4270242.500000 Penalty: 4997.200195
	Iteration 14Q: 3 clusters Score -4270242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4270275.500000 Penalty: 4997.200195
	Iteration 15Q: 3 clusters Score -4270276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4270292.000000 Penalty: 4997.200195
	Iteration 16Q: 3 clusters Score -4270292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4270309.500000 Penalty: 4997.200195
	Iteration 17Q: 3 clusters Score -4270310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4270309.500000 Penalty: 4997.200195
	Iteration 18Q: 3 clusters Score -4270310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4270315.000000 Penalty: 4997.200195
	Iteration 19Q: 3 clusters Score -4270315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4270322.000000 Penalty: 4997.200195
	Iteration 20F: 3 clusters Score -4270322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4270322.500000 Penalty: 4997.200195
	Iteration 21Q: 3 clusters Score -4270322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4270328.500000 Penalty: 4997.200195
	Iteration 22Q: 3 clusters Score -4270328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4270328.500000 Penalty: 4997.200195
	Iteration 23F: 3 clusters Score -4270328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Entering Unmasked Estep 
Score: -8610298.000000 Penalty: 2663.041260
	Iteration 0F: 2 clusters Score -8610298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8581783.000000 Penalty: 5326.082520
	Iteration 0F: 3 clusters Score -8581783 nChanged 21246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -8593501.000000 Penalty: 5326.082520
	Iteration 1F: 3 clusters Score -8593501 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -8593982.000000 Penalty: 5326.082520
	Iteration 2Q: 3 clusters Score -8593982 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -8594509.000000 Penalty: 5326.082520
	Iteration 3Q: 3 clusters Score -8594509 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -8595087.000000 Penalty: 5326.082520
	Iteration 4Q: 3 clusters Score -8595087 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -8595825.000000 Penalty: 5326.082520
	Iteration 5Q: 3 clusters Score -8595825 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -8596865.000000 Penalty: 5326.082520
	Iteration 6Q: 3 clusters Score -8596865 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -8598400.000000 Penalty: 5326.082520
	Iteration 7F: 3 clusters Score -8598400 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -8600336.000000 Penalty: 5326.082520
	Iteration 8F: 3 clusters Score -8600336 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -8602793.000000 Penalty: 5326.082520
	Iteration 9F: 3 clusters Score -8602793 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -8605363.000000 Penalty: 5326.082520
	Iteration 10F: 3 clusters Score -8605363 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -8607260.000000 Penalty: 5326.082520
	Iteration 11F: 3 clusters Score -8607260 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -8607940.000000 Penalty: 5326.082520
	Iteration 12Q: 3 clusters Score -8607940 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -8608137.000000 Penalty: 5326.082520
	Iteration 13Q: 3 clusters Score -8608137 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -8608241.000000 Penalty: 5326.082520
	Iteration 14Q: 3 clusters Score -8608241 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -8608280.000000 Penalty: 5326.082520
	Iteration 15Q: 3 clusters Score -8608280 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -8608229.000000 Penalty: 5326.082520
	Iteration 16Q: 3 clusters Score -8608229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -8608246.000000 Penalty: 5326.082520
	Iteration 17Q: 3 clusters Score -8608246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -8608262.000000 Penalty: 5326.082520
	Iteration 18Q: 3 clusters Score -8608262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -8608239.000000 Penalty: 5326.082520
	Iteration 19Q: 3 clusters Score -8608239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -8608254.000000 Penalty: 5326.082520
	Iteration 20F: 3 clusters Score -8608254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -8608250.000000 Penalty: 5326.082520
	Iteration 21Q: 3 clusters Score -8608250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -8608269.000000 Penalty: 5326.082520
	Iteration 22Q: 3 clusters Score -8608269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -8608266.000000 Penalty: 5326.082520
	Iteration 23Q: 3 clusters Score -8608266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -8608254.000000 Penalty: 5326.082520
	Iteration 24Q: 3 clusters Score -8608254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -8608261.000000 Penalty: 5326.082520
	Iteration 25Q: 3 clusters Score -8608261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -8608261.000000 Penalty: 5326.082520
	Iteration 26F: 3 clusters Score -8608261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -96361.164062 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -96361.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -94792.773438 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -94792.77 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -95107.289062 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -95107.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -95209.617188 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -95209.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -95244.125000 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -95244.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -95264.164062 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -95264.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -95281.648438 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -95281.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -95294.882812 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -95294.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -95305.531250 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -95305.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -95313.937500 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -95313.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -95322.648438 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -95322.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -95333.585938 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -95333.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -95340.593750 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -95340.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -95350.773438 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -95350.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -95355.171875 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -95355.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -95359.187500 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -95359.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -95359.187500 Penalty: 3127.912598
	Iteration 15F: 3 clusters Score -95359.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Entering Unmasked Estep 
Score: -8560825.000000 Penalty: 2663.245605
	Iteration 0F: 2 clusters Score -8560825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -8531379.000000 Penalty: 5326.491211
	Iteration 0F: 3 clusters Score -8531379 nChanged 21221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -8543308.000000 Penalty: 5326.491211
	Iteration 1F: 3 clusters Score -8543308 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -8543833.000000 Penalty: 5326.491211
	Iteration 2Q: 3 clusters Score -8543833 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -8544342.000000 Penalty: 5326.491211
	Iteration 3Q: 3 clusters Score -8544342 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -8545004.000000 Penalty: 5326.491211
	Iteration 4Q: 3 clusters Score -8545004 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -8545908.000000 Penalty: 5326.491211
	Iteration 5Q: 3 clusters Score -8545908 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -8547322.000000 Penalty: 5326.491211
	Iteration 6F: 3 clusters Score -8547322 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -8549229.000000 Penalty: 5326.491211
	Iteration 7F: 3 clusters Score -8549229 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -8551731.000000 Penalty: 5326.491211
	Iteration 8F: 3 clusters Score -8551731 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -8554322.000000 Penalty: 5326.491211
	Iteration 9F: 3 clusters Score -8554322 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -8556425.000000 Penalty: 5326.491211
	Iteration 10Q: 3 clusters Score -8556425 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -8557784.000000 Penalty: 5326.491211
	Iteration 11Q: 3 clusters Score -8557784 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -8558443.000000 Penalty: 5326.491211
	Iteration 12Q: 3 clusters Score -8558443 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -8558788.000000 Penalty: 5326.491211
	Iteration 13Q: 3 clusters Score -8558788 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -8559049.000000 Penalty: 5326.491211
	Iteration 14Q: 3 clusters Score -8559049 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -8559243.000000 Penalty: 5326.491211
	Iteration 15Q: 3 clusters Score -8559243 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -8559339.000000 Penalty: 5326.491211
	Iteration 16Q: 3 clusters Score -8559339 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -8559419.000000 Penalty: 5326.491211
	Iteration 17Q: 3 clusters Score -8559419 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -8559468.000000 Penalty: 5326.491211
	Iteration 18Q: 3 clusters Score -8559468 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -8559488.000000 Penalty: 5326.491211
	Iteration 19Q: 3 clusters Score -8559488 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -8559512.000000 Penalty: 5326.491211
	Iteration 20F: 3 clusters Score -8559512 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -8559511.000000 Penalty: 5326.491211
	Iteration 21Q: 3 clusters Score -8559511 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -8559531.000000 Penalty: 5326.491211
	Iteration 22Q: 3 clusters Score -8559531 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -8559549.000000 Penalty: 5326.491211
	Iteration 23Q: 3 clusters Score -8559549 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -8559562.000000 Penalty: 5326.491211
	Iteration 24Q: 3 clusters Score -8559562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -8559571.000000 Penalty: 5326.491211
	Iteration 25Q: 3 clusters Score -8559571 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -8559611.000000 Penalty: 5326.491211
	Iteration 26Q: 3 clusters Score -8559611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -8559606.000000 Penalty: 5326.491211
	Iteration 27Q: 3 clusters Score -8559606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -8559598.000000 Penalty: 5326.491211
	Iteration 28Q: 3 clusters Score -8559598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -8559605.000000 Penalty: 5326.491211
	Iteration 29Q: 3 clusters Score -8559605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -8559609.000000 Penalty: 5326.491211
	Iteration 30Q: 3 clusters Score -8559609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -8559623.000000 Penalty: 5326.491211
	Iteration 31Q: 3 clusters Score -8559623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -8559611.000000 Penalty: 5326.491211
	Iteration 32Q: 3 clusters Score -8559611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -8559612.000000 Penalty: 5326.491211
	Iteration 33Q: 3 clusters Score -8559612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -8559624.000000 Penalty: 5326.491211
	Iteration 34Q: 3 clusters Score -8559624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8559616.000000 Penalty: 5326.491211
	Iteration 35Q: 3 clusters Score -8559616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -8559624.000000 Penalty: 5326.491211
	Iteration 36Q: 3 clusters Score -8559624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -8559606.000000 Penalty: 5326.491211
	Iteration 37Q: 3 clusters Score -8559606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -8559626.000000 Penalty: 5326.491211
	Iteration 38Q: 3 clusters Score -8559626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -8559626.000000 Penalty: 5326.491211
	Iteration 39Q: 3 clusters Score -8559626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -8559615.000000 Penalty: 5326.491211
	Iteration 40F: 3 clusters Score -8559615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -8559634.000000 Penalty: 5326.491211
	Iteration 41Q: 3 clusters Score -8559634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -8559633.000000 Penalty: 5326.491211
	Iteration 42Q: 3 clusters Score -8559633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -8559628.000000 Penalty: 5326.491211
	Iteration 43Q: 3 clusters Score -8559628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -8559623.000000 Penalty: 5326.491211
	Iteration 44Q: 3 clusters Score -8559623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -8559621.000000 Penalty: 5326.491211
	Iteration 45Q: 3 clusters Score -8559621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -8559619.000000 Penalty: 5326.491211
	Iteration 46Q: 3 clusters Score -8559619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -8559619.000000 Penalty: 5326.491211
	Iteration 47Q: 3 clusters Score -8559619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -8559615.000000 Penalty: 5326.491211
	Iteration 48Q: 3 clusters Score -8559615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -8559626.000000 Penalty: 5326.491211
	Iteration 49Q: 3 clusters Score -8559626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -8559628.000000 Penalty: 5326.491211
	Iteration 50Q: 3 clusters Score -8559628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -8559632.000000 Penalty: 5326.491211
	Iteration 51Q: 3 clusters Score -8559632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -8559631.000000 Penalty: 5326.491211
	Iteration 52Q: 3 clusters Score -8559631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -8559646.000000 Penalty: 5326.491211
	Iteration 53Q: 3 clusters Score -8559646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -8559642.000000 Penalty: 5326.491211
	Iteration 54Q: 3 clusters Score -8559642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -8559632.000000 Penalty: 5326.491211
	Iteration 55Q: 3 clusters Score -8559632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -8559628.000000 Penalty: 5326.491211
	Iteration 56Q: 3 clusters Score -8559628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -8559644.000000 Penalty: 5326.491211
	Iteration 57Q: 3 clusters Score -8559644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -8559650.000000 Penalty: 5326.491211
	Iteration 58Q: 3 clusters Score -8559650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -8559649.000000 Penalty: 5326.491211
	Iteration 59Q: 3 clusters Score -8559649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -8559647.000000 Penalty: 5326.491211
	Iteration 60F: 3 clusters Score -8559647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -8559655.000000 Penalty: 5326.491211
	Iteration 61Q: 3 clusters Score -8559655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -8559651.000000 Penalty: 5326.491211
	Iteration 62Q: 3 clusters Score -8559651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -8559645.000000 Penalty: 5326.491211
	Iteration 63Q: 3 clusters Score -8559645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -8559640.000000 Penalty: 5326.491211
	Iteration 64Q: 3 clusters Score -8559640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8559641.000000 Penalty: 5326.491211
	Iteration 65Q: 3 clusters Score -8559641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -8559641.000000 Penalty: 5326.491211
	Iteration 66Q: 3 clusters Score -8559641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -8559645.000000 Penalty: 5326.491211
	Iteration 67Q: 3 clusters Score -8559645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -8559645.000000 Penalty: 5326.491211
	Iteration 68Q: 3 clusters Score -8559645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -8559641.000000 Penalty: 5326.491211
	Iteration 69Q: 3 clusters Score -8559641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -8559637.000000 Penalty: 5326.491211
	Iteration 70Q: 3 clusters Score -8559637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -8559639.000000 Penalty: 5326.491211
	Iteration 71Q: 3 clusters Score -8559639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -8559636.000000 Penalty: 5326.491211
	Iteration 72Q: 3 clusters Score -8559636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -8559636.000000 Penalty: 5326.491211
	Iteration 73Q: 3 clusters Score -8559636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -8559638.000000 Penalty: 5326.491211
	Iteration 74Q: 3 clusters Score -8559638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -8559644.000000 Penalty: 5326.491211
	Iteration 75Q: 3 clusters Score -8559644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -8559639.000000 Penalty: 5326.491211
	Iteration 76Q: 3 clusters Score -8559639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -8559631.000000 Penalty: 5326.491211
	Iteration 77Q: 3 clusters Score -8559631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8559626.000000 Penalty: 5326.491211
	Iteration 78Q: 3 clusters Score -8559626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -8559631.000000 Penalty: 5326.491211
	Iteration 79Q: 3 clusters Score -8559631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8559625.000000 Penalty: 5326.491211
	Iteration 80F: 3 clusters Score -8559625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -8559638.000000 Penalty: 5326.491211
	Iteration 81Q: 3 clusters Score -8559638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -8559635.000000 Penalty: 5326.491211
	Iteration 82Q: 3 clusters Score -8559635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -8559637.000000 Penalty: 5326.491211
	Iteration 83Q: 3 clusters Score -8559637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8559641.000000 Penalty: 5326.491211
	Iteration 84Q: 3 clusters Score -8559641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -8559649.000000 Penalty: 5326.491211
	Iteration 85Q: 3 clusters Score -8559649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -8559634.000000 Penalty: 5326.491211
	Iteration 86Q: 3 clusters Score -8559634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -8559636.000000 Penalty: 5326.491211
	Iteration 87Q: 3 clusters Score -8559636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -8559638.000000 Penalty: 5326.491211
	Iteration 88Q: 3 clusters Score -8559638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -8559625.000000 Penalty: 5326.491211
	Iteration 89Q: 3 clusters Score -8559625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8559629.000000 Penalty: 5326.491211
	Iteration 90Q: 3 clusters Score -8559629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -8559628.000000 Penalty: 5326.491211
	Iteration 91Q: 3 clusters Score -8559628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8559631.000000 Penalty: 5326.491211
	Iteration 92Q: 3 clusters Score -8559631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8559626.000000 Penalty: 5326.491211
	Iteration 93Q: 3 clusters Score -8559626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -8559618.000000 Penalty: 5326.491211
	Iteration 94Q: 3 clusters Score -8559618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -8559616.000000 Penalty: 5326.491211
	Iteration 95Q: 3 clusters Score -8559616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -8559620.000000 Penalty: 5326.491211
	Iteration 96Q: 3 clusters Score -8559620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -8559637.000000 Penalty: 5326.491211
	Iteration 97Q: 3 clusters Score -8559637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -8559623.000000 Penalty: 5326.491211
	Iteration 98Q: 3 clusters Score -8559623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8559627.000000 Penalty: 5326.491211
	Iteration 99Q: 3 clusters Score -8559627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -8559618.000000 Penalty: 5326.491211
	Iteration 100F: 3 clusters Score -8559618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -8559604.000000 Penalty: 5326.491211
	Iteration 101Q: 3 clusters Score -8559604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -8559602.000000 Penalty: 5326.491211
	Iteration 102Q: 3 clusters Score -8559602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8559612.000000 Penalty: 5326.491211
	Iteration 103Q: 3 clusters Score -8559612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8559600.000000 Penalty: 5326.491211
	Iteration 104Q: 3 clusters Score -8559600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8559599.000000 Penalty: 5326.491211
	Iteration 105Q: 3 clusters Score -8559599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -8559605.000000 Penalty: 5326.491211
	Iteration 106Q: 3 clusters Score -8559605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -8559604.000000 Penalty: 5326.491211
	Iteration 107Q: 3 clusters Score -8559604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -8559600.000000 Penalty: 5326.491211
	Iteration 108Q: 3 clusters Score -8559600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8559603.000000 Penalty: 5326.491211
	Iteration 109Q: 3 clusters Score -8559603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -8559594.000000 Penalty: 5326.491211
	Iteration 110Q: 3 clusters Score -8559594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -8559589.000000 Penalty: 5326.491211
	Iteration 111Q: 3 clusters Score -8559589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -8559600.000000 Penalty: 5326.491211
	Iteration 112Q: 3 clusters Score -8559600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8559598.000000 Penalty: 5326.491211
	Iteration 113Q: 3 clusters Score -8559598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -8559599.000000 Penalty: 5326.491211
	Iteration 114Q: 3 clusters Score -8559599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8559605.000000 Penalty: 5326.491211
	Iteration 115Q: 3 clusters Score -8559605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -8559601.000000 Penalty: 5326.491211
	Iteration 116Q: 3 clusters Score -8559601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -8559599.000000 Penalty: 5326.491211
	Iteration 117Q: 3 clusters Score -8559599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -8559594.000000 Penalty: 5326.491211
	Iteration 118Q: 3 clusters Score -8559594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -8559605.000000 Penalty: 5326.491211
	Iteration 119Q: 3 clusters Score -8559605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -8559605.000000 Penalty: 5326.491211
	Iteration 120F: 3 clusters Score -8559605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8559606.000000 Penalty: 5326.491211
	Iteration 121Q: 3 clusters Score -8559606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8559607.000000 Penalty: 5326.491211
	Iteration 122Q: 3 clusters Score -8559607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -8559611.000000 Penalty: 5326.491211
	Iteration 123Q: 3 clusters Score -8559611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -8559609.000000 Penalty: 5326.491211
	Iteration 124Q: 3 clusters Score -8559609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -8559616.000000 Penalty: 5326.491211
	Iteration 125Q: 3 clusters Score -8559616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8559614.000000 Penalty: 5326.491211
	Iteration 126Q: 3 clusters Score -8559614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -8559614.000000 Penalty: 5326.491211
	Iteration 127Q: 3 clusters Score -8559614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -8559616.000000 Penalty: 5326.491211
	Iteration 128Q: 3 clusters Score -8559616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -8559609.000000 Penalty: 5326.491211
	Iteration 129Q: 3 clusters Score -8559609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -8559629.000000 Penalty: 5326.491211
	Iteration 130Q: 3 clusters Score -8559629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -8559641.000000 Penalty: 5326.491211
	Iteration 131Q: 3 clusters Score -8559641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -8559631.000000 Penalty: 5326.491211
	Iteration 132Q: 3 clusters Score -8559631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -8559623.000000 Penalty: 5326.491211
	Iteration 133Q: 3 clusters Score -8559623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -8559624.000000 Penalty: 5326.491211
	Iteration 134Q: 3 clusters Score -8559624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -8559626.000000 Penalty: 5326.491211
	Iteration 135Q: 3 clusters Score -8559626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -8559619.000000 Penalty: 5326.491211
	Iteration 136Q: 3 clusters Score -8559619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -8559606.000000 Penalty: 5326.491211
	Iteration 137Q: 3 clusters Score -8559606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -8559599.000000 Penalty: 5326.491211
	Iteration 138Q: 3 clusters Score -8559599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8559602.000000 Penalty: 5326.491211
	Iteration 139Q: 3 clusters Score -8559602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8559590.000000 Penalty: 5326.491211
	Iteration 140F: 3 clusters Score -8559590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -8559596.000000 Penalty: 5326.491211
	Iteration 141Q: 3 clusters Score -8559596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8559594.000000 Penalty: 5326.491211
	Iteration 142Q: 3 clusters Score -8559594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -8559597.000000 Penalty: 5326.491211
	Iteration 143Q: 3 clusters Score -8559597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -8559581.000000 Penalty: 5326.491211
	Iteration 144Q: 3 clusters Score -8559581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -8559564.000000 Penalty: 5326.491211
	Iteration 145Q: 3 clusters Score -8559564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -8559555.000000 Penalty: 5326.491211
	Iteration 146Q: 3 clusters Score -8559555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8559541.000000 Penalty: 5326.491211
	Iteration 147Q: 3 clusters Score -8559541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8559544.000000 Penalty: 5326.491211
	Iteration 148Q: 3 clusters Score -8559544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -8559531.000000 Penalty: 5326.491211
	Iteration 149Q: 3 clusters Score -8559531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -8559522.000000 Penalty: 5326.491211
	Iteration 150Q: 3 clusters Score -8559522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8559516.000000 Penalty: 5326.491211
	Iteration 151Q: 3 clusters Score -8559516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -8559511.000000 Penalty: 5326.491211
	Iteration 152Q: 3 clusters Score -8559511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -8559527.000000 Penalty: 5326.491211
	Iteration 153Q: 3 clusters Score -8559527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -8559516.000000 Penalty: 5326.491211
	Iteration 154Q: 3 clusters Score -8559516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -8559512.000000 Penalty: 5326.491211
	Iteration 155Q: 3 clusters Score -8559512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -8559519.000000 Penalty: 5326.491211
	Iteration 156Q: 3 clusters Score -8559519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8559518.000000 Penalty: 5326.491211
	Iteration 157Q: 3 clusters Score -8559518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8559516.000000 Penalty: 5326.491211
	Iteration 158Q: 3 clusters Score -8559516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -8559526.000000 Penalty: 5326.491211
	Iteration 159Q: 3 clusters Score -8559526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -8559519.000000 Penalty: 5326.491211
	Iteration 160F: 3 clusters Score -8559519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8559518.000000 Penalty: 5326.491211
	Iteration 161Q: 3 clusters Score -8559518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8559518.000000 Penalty: 5326.491211
	Iteration 162Q: 3 clusters Score -8559518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -8559507.000000 Penalty: 5326.491211
	Iteration 163Q: 3 clusters Score -8559507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -8559504.000000 Penalty: 5326.491211
	Iteration 164Q: 3 clusters Score -8559504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -8559513.000000 Penalty: 5326.491211
	Iteration 165Q: 3 clusters Score -8559513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8559527.000000 Penalty: 5326.491211
	Iteration 166Q: 3 clusters Score -8559527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -8559517.000000 Penalty: 5326.491211
	Iteration 167Q: 3 clusters Score -8559517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -8559516.000000 Penalty: 5326.491211
	Iteration 168Q: 3 clusters Score -8559516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8559517.000000 Penalty: 5326.491211
	Iteration 169Q: 3 clusters Score -8559517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8559517.000000 Penalty: 5326.491211
	Iteration 170F: 3 clusters Score -8559517 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: -827063.750000 Penalty: 2083.419189
	Iteration 0F: 2 clusters Score -827063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -822910.875000 Penalty: 4166.838379
	Iteration 0F: 3 clusters Score -822910.9 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -823804.250000 Penalty: 4166.838379
	Iteration 1F: 3 clusters Score -823804.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -823981.187500 Penalty: 4166.838379
	Iteration 2F: 3 clusters Score -823981.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -824088.125000 Penalty: 4166.838379
	Iteration 3Q: 3 clusters Score -824088.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -824158.000000 Penalty: 4166.838379
	Iteration 4Q: 3 clusters Score -824158 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -824214.125000 Penalty: 4166.838379
	Iteration 5Q: 3 clusters Score -824214.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -824260.125000 Penalty: 4166.838379
	Iteration 6Q: 3 clusters Score -824260.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -824299.125000 Penalty: 4166.838379
	Iteration 7Q: 3 clusters Score -824299.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -824349.000000 Penalty: 4166.838379
	Iteration 8Q: 3 clusters Score -824349 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -824403.062500 Penalty: 4166.838379
	Iteration 9Q: 3 clusters Score -824403.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -824457.625000 Penalty: 4166.838379
	Iteration 10Q: 3 clusters Score -824457.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -824502.250000 Penalty: 4166.838379
	Iteration 11Q: 3 clusters Score -824502.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -824544.687500 Penalty: 4166.838379
	Iteration 12Q: 3 clusters Score -824544.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -824589.250000 Penalty: 4166.838379
	Iteration 13Q: 3 clusters Score -824589.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -824633.562500 Penalty: 4166.838379
	Iteration 14Q: 3 clusters Score -824633.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -824668.375000 Penalty: 4166.838379
	Iteration 15Q: 3 clusters Score -824668.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -824703.187500 Penalty: 4166.838379
	Iteration 16Q: 3 clusters Score -824703.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -824738.687500 Penalty: 4166.838379
	Iteration 17Q: 3 clusters Score -824738.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -824775.875000 Penalty: 4166.838379
	Iteration 18Q: 3 clusters Score -824775.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -824820.125000 Penalty: 4166.838379
	Iteration 19Q: 3 clusters Score -824820.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -824859.000000 Penalty: 4166.838379
	Iteration 20F: 3 clusters Score -824859 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -824896.562500 Penalty: 4166.838379
	Iteration 21Q: 3 clusters Score -824896.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -824934.625000 Penalty: 4166.838379
	Iteration 22Q: 3 clusters Score -824934.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -824960.500000 Penalty: 4166.838379
	Iteration 23Q: 3 clusters Score -824960.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -824982.687500 Penalty: 4166.838379
	Iteration 24Q: 3 clusters Score -824982.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -824998.250000 Penalty: 4166.838379
	Iteration 25Q: 3 clusters Score -824998.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -825012.875000 Penalty: 4166.838379
	Iteration 26Q: 3 clusters Score -825012.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -825034.937500 Penalty: 4166.838379
	Iteration 27Q: 3 clusters Score -825034.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -825053.687500 Penalty: 4166.838379
	Iteration 28Q: 3 clusters Score -825053.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -825060.500000 Penalty: 4166.838379
	Iteration 29Q: 3 clusters Score -825060.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -825066.125000 Penalty: 4166.838379
	Iteration 30Q: 3 clusters Score -825066.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -825071.437500 Penalty: 4166.838379
	Iteration 31Q: 3 clusters Score -825071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -825076.625000 Penalty: 4166.838379
	Iteration 32Q: 3 clusters Score -825076.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -825086.062500 Penalty: 4166.838379
	Iteration 33Q: 3 clusters Score -825086.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -825095.875000 Penalty: 4166.838379
	Iteration 34Q: 3 clusters Score -825095.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -825104.375000 Penalty: 4166.838379
	Iteration 35Q: 3 clusters Score -825104.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -825116.312500 Penalty: 4166.838379
	Iteration 36Q: 3 clusters Score -825116.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -825119.312500 Penalty: 4166.838379
	Iteration 37Q: 3 clusters Score -825119.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -825123.187500 Penalty: 4166.838379
	Iteration 38Q: 3 clusters Score -825123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -825127.000000 Penalty: 4166.838379
	Iteration 39Q: 3 clusters Score -825127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -825126.687500 Penalty: 4166.838379
	Iteration 40F: 3 clusters Score -825126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -825128.625000 Penalty: 4166.838379
	Iteration 41Q: 3 clusters Score -825128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -825128.687500 Penalty: 4166.838379
	Iteration 42Q: 3 clusters Score -825128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -825131.937500 Penalty: 4166.838379
	Iteration 43Q: 3 clusters Score -825131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -825134.750000 Penalty: 4166.838379
	Iteration 44Q: 3 clusters Score -825134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -825137.562500 Penalty: 4166.838379
	Iteration 45Q: 3 clusters Score -825137.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -825143.937500 Penalty: 4166.838379
	Iteration 46Q: 3 clusters Score -825143.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -825149.125000 Penalty: 4166.838379
	Iteration 47Q: 3 clusters Score -825149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -825154.000000 Penalty: 4166.838379
	Iteration 48Q: 3 clusters Score -825154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -825155.562500 Penalty: 4166.838379
	Iteration 49Q: 3 clusters Score -825155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -825155.562500 Penalty: 4166.838379
	Iteration 50F: 3 clusters Score -825155.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -142074.968750 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -142075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -140401.218750 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -140401.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -140754.953125 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -140755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -140894.296875 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -140894.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -140996.953125 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -140997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -141075.406250 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -141075.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -141116.671875 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -141116.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -141153.906250 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -141153.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -141187.609375 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -141187.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -141218.625000 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -141218.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -141243.812500 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -141243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -141254.359375 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -141254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -141265.421875 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -141265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -141276.437500 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -141276.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -141278.906250 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -141278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -141282.046875 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -141282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -141284.296875 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -141284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -141290.921875 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -141290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -141292.765625 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -141292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -141292.765625 Penalty: 3324.172363
	Iteration 18F: 3 clusters Score -141292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -20293.675781 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -20293.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19236.841797 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -19236.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19489.123047 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -19489.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19606.480469 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -19606.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19693.076172 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -19693.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19712.046875 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -19712.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19714.501953 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -19714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19714.501953 Penalty: 2774.976807
	Iteration 6F: 3 clusters Score -19714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -93055.632812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -93055.63 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 314 members 
Entering Unmasked Estep 
Score: -91490.382812 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91490.38 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91869.132812 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91869.13 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92164.390625 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -92164.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92454.015625 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -92454.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -92671.617188 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -92671.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92901.539062 Penalty: 3220.151123
	Iteration 5F: 3 clusters Score -92901.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93094.078125 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -93094.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93140.531250 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -93140.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93161.390625 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -93161.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93234.476562 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -93234.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -93260.070312 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -93260.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93293.765625 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -93293.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -93304.125000 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -93304.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93323.039062 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -93323.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -93341.468750 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -93341.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93366.875000 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -93366.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93372.117188 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -93372.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93373.945312 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -93373.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93378.648438 Penalty: 3220.151123
	Iteration 18F: 3 clusters Score -93378.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -93415.171875 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -93415.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93429.843750 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -93429.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93433.625000 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -93433.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93434.250000 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -93434.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93434.250000 Penalty: 3220.151123
	Iteration 23F: 3 clusters Score -93434.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 38716 members 
Mstep: Class 4 contains 41879 members 
Mstep: Class 5 contains 46822 members 
Mstep: Class 6 contains 42982 members 
Mstep: Class 7 contains 43741 members 
Mstep: Class 8 contains 47769 members 
Mstep: Class 9 contains 42725 members 
Mstep: Class 10 contains 45627 members 
Mstep: Class 11 contains 8620 members 
Mstep: Class 12 contains 46127 members 
Mstep: Class 13 contains 46362 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23742 members 
Mstep: Class 16 contains 46077 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46115 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 342 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 318 members 
Entering Unmasked Estep 
Score: -106669616.000000 Penalty: 82330.929688
Splitting cluster 22 changes total score from -106670936.000000 to -106669616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -51309.917969 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -51309.92 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 254 members 
Entering Unmasked Estep 
Score: -49960.531250 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -49960.53 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50304.914062 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -50304.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50434.105469 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -50434.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50520.367188 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -50520.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50604.917969 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -50604.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50692.003906 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -50692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50771.003906 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -50771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50842.863281 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -50842.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50916.332031 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -50916.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50948.628906 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -50948.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50973.699219 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -50973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50990.203125 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -50990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51006.921875 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -51006.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51007.976562 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -51007.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51013.738281 Penalty: 3067.337891
	Iteration 14F: 3 clusters Score -51013.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51063.867188 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -51063.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51076.769531 Penalty: 3067.337891
	Iteration 16Q: 3 clusters Score -51076.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51092.632812 Penalty: 3067.337891
	Iteration 17Q: 3 clusters Score -51092.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51114.753906 Penalty: 3067.337891
	Iteration 18Q: 3 clusters Score -51114.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51122.015625 Penalty: 3067.337891
	Iteration 19Q: 3 clusters Score -51122.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51127.152344 Penalty: 3067.337891
	Iteration 20F: 3 clusters Score -51127.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51138.535156 Penalty: 3067.337891
	Iteration 21Q: 3 clusters Score -51138.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51138.535156 Penalty: 3067.337891
	Iteration 22F: 3 clusters Score -51138.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -87781.164062 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -87781.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86164.765625 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -86164.77 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86584.960938 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -86584.96 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86846.265625 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -86846.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87090.812500 Penalty: 3229.088135
	Iteration 3F: 3 clusters Score -87090.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87262.164062 Penalty: 3229.088135
	Iteration 4F: 3 clusters Score -87262.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87350.062500 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -87350.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87384.156250 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -87384.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87399.296875 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -87399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87404.648438 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -87404.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87405.906250 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -87405.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87405.906250 Penalty: 3229.088135
	Iteration 10F: 3 clusters Score -87405.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 38716 members 
Mstep: Class 4 contains 41879 members 
Mstep: Class 5 contains 46822 members 
Mstep: Class 6 contains 42982 members 
Mstep: Class 7 contains 43741 members 
Mstep: Class 8 contains 47769 members 
Mstep: Class 9 contains 42725 members 
Mstep: Class 10 contains 45627 members 
Mstep: Class 11 contains 8620 members 
Mstep: Class 12 contains 46127 members 
Mstep: Class 13 contains 46362 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23742 members 
Mstep: Class 16 contains 46077 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46115 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670928.000000 Penalty: 79037.695312
Iteration 399Q: 25 clusters Score -1.066709e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 38734 members 
Mstep: Class 4 contains 41889 members 
Mstep: Class 5 contains 46834 members 
Mstep: Class 6 contains 42971 members 
Mstep: Class 7 contains 43741 members 
Mstep: Class 8 contains 47771 members 
Mstep: Class 9 contains 42726 members 
Mstep: Class 10 contains 45634 members 
Mstep: Class 11 contains 8625 members 
Mstep: Class 12 contains 46124 members 
Mstep: Class 13 contains 46368 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23739 members 
Mstep: Class 16 contains 46088 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46132 members 
Mstep: Class 19 contains 4380 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671016.000000 Penalty: 79037.695312
Iteration 400F: 25 clusters Score -1.06671e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5973 members 
Mstep: Class 3 contains 38735 members 
Mstep: Class 4 contains 41902 members 
Mstep: Class 5 contains 46850 members 
Mstep: Class 6 contains 42967 members 
Mstep: Class 7 contains 43763 members 
Mstep: Class 8 contains 47759 members 
Mstep: Class 9 contains 42713 members 
Mstep: Class 10 contains 45654 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 46111 members 
Mstep: Class 13 contains 46378 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23736 members 
Mstep: Class 16 contains 46097 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46145 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670816.000000 Penalty: 79037.695312
Iteration 401Q: 25 clusters Score -1.066708e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5974 members 
Mstep: Class 3 contains 38734 members 
Mstep: Class 4 contains 41926 members 
Mstep: Class 5 contains 46874 members 
Mstep: Class 6 contains 42975 members 
Mstep: Class 7 contains 43733 members 
Mstep: Class 8 contains 47741 members 
Mstep: Class 9 contains 42721 members 
Mstep: Class 10 contains 45679 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 46108 members 
Mstep: Class 13 contains 46395 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23731 members 
Mstep: Class 16 contains 46114 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46160 members 
Mstep: Class 19 contains 4227 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670936.000000 Penalty: 79037.695312
Iteration 402Q: 25 clusters Score -1.066709e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5980 members 
Mstep: Class 3 contains 38728 members 
Mstep: Class 4 contains 41933 members 
Mstep: Class 5 contains 46880 members 
Mstep: Class 6 contains 42976 members 
Mstep: Class 7 contains 43744 members 
Mstep: Class 8 contains 47722 members 
Mstep: Class 9 contains 42740 members 
Mstep: Class 10 contains 45685 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 46100 members 
Mstep: Class 13 contains 46422 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23722 members 
Mstep: Class 16 contains 46135 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46174 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670744.000000 Penalty: 79037.695312
Iteration 403Q: 25 clusters Score -1.066707e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5982 members 
Mstep: Class 3 contains 38745 members 
Mstep: Class 4 contains 41945 members 
Mstep: Class 5 contains 46874 members 
Mstep: Class 6 contains 42971 members 
Mstep: Class 7 contains 43738 members 
Mstep: Class 8 contains 47716 members 
Mstep: Class 9 contains 42760 members 
Mstep: Class 10 contains 45711 members 
Mstep: Class 11 contains 8634 members 
Mstep: Class 12 contains 46105 members 
Mstep: Class 13 contains 46443 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23719 members 
Mstep: Class 16 contains 46137 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46170 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670840.000000 Penalty: 79037.695312
Iteration 404Q: 25 clusters Score -1.066708e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5980 members 
Mstep: Class 3 contains 38763 members 
Mstep: Class 4 contains 41954 members 
Mstep: Class 5 contains 46891 members 
Mstep: Class 6 contains 42965 members 
Mstep: Class 7 contains 43729 members 
Mstep: Class 8 contains 47703 members 
Mstep: Class 9 contains 42771 members 
Mstep: Class 10 contains 45707 members 
Mstep: Class 11 contains 8635 members 
Mstep: Class 12 contains 46137 members 
Mstep: Class 13 contains 46433 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23720 members 
Mstep: Class 16 contains 46138 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46192 members 
Mstep: Class 19 contains 4002 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670872.000000 Penalty: 79037.695312
Iteration 405Q: 25 clusters Score -1.066709e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 38781 members 
Mstep: Class 4 contains 41958 members 
Mstep: Class 5 contains 46912 members 
Mstep: Class 6 contains 42943 members 
Mstep: Class 7 contains 43730 members 
Mstep: Class 8 contains 47692 members 
Mstep: Class 9 contains 42787 members 
Mstep: Class 10 contains 45721 members 
Mstep: Class 11 contains 8634 members 
Mstep: Class 12 contains 46164 members 
Mstep: Class 13 contains 46429 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23723 members 
Mstep: Class 16 contains 46134 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46199 members 
Mstep: Class 19 contains 3929 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670712.000000 Penalty: 79037.695312
Iteration 406Q: 25 clusters Score -1.066707e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5986 members 
Mstep: Class 3 contains 38799 members 
Mstep: Class 4 contains 41954 members 
Mstep: Class 5 contains 46926 members 
Mstep: Class 6 contains 42943 members 
Mstep: Class 7 contains 43736 members 
Mstep: Class 8 contains 47673 members 
Mstep: Class 9 contains 42817 members 
Mstep: Class 10 contains 45746 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 46185 members 
Mstep: Class 13 contains 46424 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23727 members 
Mstep: Class 16 contains 46121 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46189 members 
Mstep: Class 19 contains 3864 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671000.000000 Penalty: 79037.695312
Iteration 407Q: 25 clusters Score -1.06671e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 38822 members 
Mstep: Class 4 contains 41952 members 
Mstep: Class 5 contains 46938 members 
Mstep: Class 6 contains 42935 members 
Mstep: Class 7 contains 43742 members 
Mstep: Class 8 contains 47647 members 
Mstep: Class 9 contains 42846 members 
Mstep: Class 10 contains 45763 members 
Mstep: Class 11 contains 8634 members 
Mstep: Class 12 contains 46225 members 
Mstep: Class 13 contains 46422 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23728 members 
Mstep: Class 16 contains 46130 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46128 members 
Mstep: Class 19 contains 3819 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671144.000000 Penalty: 79037.695312
Iteration 408Q: 25 clusters Score -1.066711e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 38851 members 
Mstep: Class 4 contains 41958 members 
Mstep: Class 5 contains 46972 members 
Mstep: Class 6 contains 42923 members 
Mstep: Class 7 contains 43749 members 
Mstep: Class 8 contains 47607 members 
Mstep: Class 9 contains 42895 members 
Mstep: Class 10 contains 45742 members 
Mstep: Class 11 contains 8637 members 
Mstep: Class 12 contains 46261 members 
Mstep: Class 13 contains 46431 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23729 members 
Mstep: Class 16 contains 46134 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46055 members 
Mstep: Class 19 contains 3781 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671096.000000 Penalty: 79037.695312
Iteration 409Q: 25 clusters Score -1.066711e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6005 members 
Mstep: Class 3 contains 38860 members 
Mstep: Class 4 contains 41969 members 
Mstep: Class 5 contains 47001 members 
Mstep: Class 6 contains 42913 members 
Mstep: Class 7 contains 43773 members 
Mstep: Class 8 contains 47562 members 
Mstep: Class 9 contains 42920 members 
Mstep: Class 10 contains 45732 members 
Mstep: Class 11 contains 8637 members 
Mstep: Class 12 contains 46291 members 
Mstep: Class 13 contains 46422 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23724 members 
Mstep: Class 16 contains 46160 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46008 members 
Mstep: Class 19 contains 3746 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671096.000000 Penalty: 79037.695312
Iteration 410Q: 25 clusters Score -1.066711e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6009 members 
Mstep: Class 3 contains 38859 members 
Mstep: Class 4 contains 41975 members 
Mstep: Class 5 contains 47022 members 
Mstep: Class 6 contains 42924 members 
Mstep: Class 7 contains 43809 members 
Mstep: Class 8 contains 47548 members 
Mstep: Class 9 contains 42928 members 
Mstep: Class 10 contains 45725 members 
Mstep: Class 11 contains 8637 members 
Mstep: Class 12 contains 46287 members 
Mstep: Class 13 contains 46410 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23721 members 
Mstep: Class 16 contains 46195 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45963 members 
Mstep: Class 19 contains 3711 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670984.000000 Penalty: 79037.695312
Iteration 411Q: 25 clusters Score -1.06671e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 38872 members 
Mstep: Class 4 contains 41973 members 
Mstep: Class 5 contains 47040 members 
Mstep: Class 6 contains 42934 members 
Mstep: Class 7 contains 43831 members 
Mstep: Class 8 contains 47504 members 
Mstep: Class 9 contains 42944 members 
Mstep: Class 10 contains 45734 members 
Mstep: Class 11 contains 8636 members 
Mstep: Class 12 contains 46276 members 
Mstep: Class 13 contains 46419 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23714 members 
Mstep: Class 16 contains 46226 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45928 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670920.000000 Penalty: 79037.695312
Iteration 412Q: 25 clusters Score -1.066709e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6013 members 
Mstep: Class 3 contains 38881 members 
Mstep: Class 4 contains 41970 members 
Mstep: Class 5 contains 47067 members 
Mstep: Class 6 contains 42935 members 
Mstep: Class 7 contains 43832 members 
Mstep: Class 8 contains 47465 members 
Mstep: Class 9 contains 42960 members 
Mstep: Class 10 contains 45732 members 
Mstep: Class 11 contains 8639 members 
Mstep: Class 12 contains 46273 members 
Mstep: Class 13 contains 46446 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23711 members 
Mstep: Class 16 contains 46251 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45903 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671040.000000 Penalty: 79037.695312
Iteration 413Q: 25 clusters Score -1.06671e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 38898 members 
Mstep: Class 4 contains 41966 members 
Mstep: Class 5 contains 47096 members 
Mstep: Class 6 contains 42932 members 
Mstep: Class 7 contains 43813 members 
Mstep: Class 8 contains 47419 members 
Mstep: Class 9 contains 42966 members 
Mstep: Class 10 contains 45721 members 
Mstep: Class 11 contains 8644 members 
Mstep: Class 12 contains 46296 members 
Mstep: Class 13 contains 46465 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23712 members 
Mstep: Class 16 contains 46271 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45893 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671152.000000 Penalty: 79037.695312
Iteration 414Q: 25 clusters Score -1.066712e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6017 members 
Mstep: Class 3 contains 38920 members 
Mstep: Class 4 contains 41959 members 
Mstep: Class 5 contains 47123 members 
Mstep: Class 6 contains 42941 members 
Mstep: Class 7 contains 43796 members 
Mstep: Class 8 contains 47392 members 
Mstep: Class 9 contains 42985 members 
Mstep: Class 10 contains 45688 members 
Mstep: Class 11 contains 8650 members 
Mstep: Class 12 contains 46300 members 
Mstep: Class 13 contains 46498 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23710 members 
Mstep: Class 16 contains 46274 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45883 members 
Mstep: Class 19 contains 3587 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671136.000000 Penalty: 79037.695312
Iteration 415Q: 25 clusters Score -1.066711e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 38922 members 
Mstep: Class 4 contains 41971 members 
Mstep: Class 5 contains 47128 members 
Mstep: Class 6 contains 42948 members 
Mstep: Class 7 contains 43806 members 
Mstep: Class 8 contains 47357 members 
Mstep: Class 9 contains 43002 members 
Mstep: Class 10 contains 45681 members 
Mstep: Class 11 contains 8647 members 
Mstep: Class 12 contains 46318 members 
Mstep: Class 13 contains 46535 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23713 members 
Mstep: Class 16 contains 46261 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45859 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 812 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670960.000000 Penalty: 79037.695312
Iteration 416Q: 25 clusters Score -1.06671e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6020 members 
Mstep: Class 3 contains 38954 members 
Mstep: Class 4 contains 41965 members 
Mstep: Class 5 contains 47146 members 
Mstep: Class 6 contains 42968 members 
Mstep: Class 7 contains 43785 members 
Mstep: Class 8 contains 47348 members 
Mstep: Class 9 contains 43019 members 
Mstep: Class 10 contains 45700 members 
Mstep: Class 11 contains 8645 members 
Mstep: Class 12 contains 46308 members 
Mstep: Class 13 contains 46519 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23716 members 
Mstep: Class 16 contains 46265 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45835 members 
Mstep: Class 19 contains 3528 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670992.000000 Penalty: 79037.695312
Iteration 417Q: 25 clusters Score -1.06671e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 3 contains 38997 members 
Mstep: Class 4 contains 41949 members 
Mstep: Class 5 contains 47160 members 
Mstep: Class 6 contains 42978 members 
Mstep: Class 7 contains 43784 members 
Mstep: Class 8 contains 47317 members 
Mstep: Class 9 contains 43032 members 
Mstep: Class 10 contains 45701 members 
Mstep: Class 11 contains 8646 members 
Mstep: Class 12 contains 46321 members 
Mstep: Class 13 contains 46519 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23711 members 
Mstep: Class 16 contains 46257 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45827 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671008.000000 Penalty: 79037.695312
Iteration 418Q: 25 clusters Score -1.06671e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6037 members 
Mstep: Class 3 contains 39045 members 
Mstep: Class 4 contains 41931 members 
Mstep: Class 5 contains 47167 members 
Mstep: Class 6 contains 42980 members 
Mstep: Class 7 contains 43783 members 
Mstep: Class 8 contains 47296 members 
Mstep: Class 9 contains 43041 members 
Mstep: Class 10 contains 45667 members 
Mstep: Class 11 contains 8649 members 
Mstep: Class 12 contains 46333 members 
Mstep: Class 13 contains 46557 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23710 members 
Mstep: Class 16 contains 46233 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45830 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671120.000000 Penalty: 79037.695312
Iteration 419Q: 25 clusters Score -1.066711e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6040 members 
Mstep: Class 3 contains 39094 members 
Mstep: Class 4 contains 41904 members 
Mstep: Class 5 contains 47187 members 
Mstep: Class 6 contains 42970 members 
Mstep: Class 7 contains 43788 members 
Mstep: Class 8 contains 47273 members 
Mstep: Class 9 contains 43041 members 
Mstep: Class 10 contains 45654 members 
Mstep: Class 11 contains 8651 members 
Mstep: Class 12 contains 46335 members 
Mstep: Class 13 contains 46568 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23708 members 
Mstep: Class 16 contains 46240 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45833 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671184.000000 Penalty: 79037.695312
Iteration 420F: 25 clusters Score -1.066712e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 39124 members 
Mstep: Class 4 contains 41887 members 
Mstep: Class 5 contains 47197 members 
Mstep: Class 6 contains 42955 members 
Mstep: Class 7 contains 43782 members 
Mstep: Class 8 contains 47259 members 
Mstep: Class 9 contains 43052 members 
Mstep: Class 10 contains 45633 members 
Mstep: Class 11 contains 8657 members 
Mstep: Class 12 contains 46330 members 
Mstep: Class 13 contains 46575 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23704 members 
Mstep: Class 16 contains 46281 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45821 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671232.000000 Penalty: 79037.695312
Iteration 421Q: 25 clusters Score -1.066712e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 39165 members 
Mstep: Class 4 contains 41874 members 
Mstep: Class 5 contains 47220 members 
Mstep: Class 6 contains 42941 members 
Mstep: Class 7 contains 43776 members 
Mstep: Class 8 contains 47263 members 
Mstep: Class 9 contains 43054 members 
Mstep: Class 10 contains 45621 members 
Mstep: Class 11 contains 8660 members 
Mstep: Class 12 contains 46338 members 
Mstep: Class 13 contains 46603 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23706 members 
Mstep: Class 16 contains 46266 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45783 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671136.000000 Penalty: 79037.695312
Iteration 422Q: 25 clusters Score -1.066711e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6055 members 
Mstep: Class 3 contains 39204 members 
Mstep: Class 4 contains 41878 members 
Mstep: Class 5 contains 47240 members 
Mstep: Class 6 contains 42928 members 
Mstep: Class 7 contains 43748 members 
Mstep: Class 8 contains 47236 members 
Mstep: Class 9 contains 43052 members 
Mstep: Class 10 contains 45637 members 
Mstep: Class 11 contains 8665 members 
Mstep: Class 12 contains 46351 members 
Mstep: Class 13 contains 46615 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23701 members 
Mstep: Class 16 contains 46287 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45746 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671008.000000 Penalty: 79037.695312
Iteration 423Q: 25 clusters Score -1.06671e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 3 contains 39225 members 
Mstep: Class 4 contains 41870 members 
Mstep: Class 5 contains 47256 members 
Mstep: Class 6 contains 42928 members 
Mstep: Class 7 contains 43733 members 
Mstep: Class 8 contains 47227 members 
Mstep: Class 9 contains 43056 members 
Mstep: Class 10 contains 45645 members 
Mstep: Class 11 contains 8665 members 
Mstep: Class 12 contains 46349 members 
Mstep: Class 13 contains 46612 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23699 members 
Mstep: Class 16 contains 46299 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45742 members 
Mstep: Class 19 contains 3360 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671096.000000 Penalty: 79037.695312
Iteration 424Q: 25 clusters Score -1.066711e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 39251 members 
Mstep: Class 4 contains 41862 members 
Mstep: Class 5 contains 47273 members 
Mstep: Class 6 contains 42924 members 
Mstep: Class 7 contains 43716 members 
Mstep: Class 8 contains 47252 members 
Mstep: Class 9 contains 43060 members 
Mstep: Class 10 contains 45634 members 
Mstep: Class 11 contains 8669 members 
Mstep: Class 12 contains 46347 members 
Mstep: Class 13 contains 46606 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23691 members 
Mstep: Class 16 contains 46308 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45736 members 
Mstep: Class 19 contains 3339 members 
Mstep: Class 20 contains 812 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671136.000000 Penalty: 79037.695312
Iteration 425Q: 25 clusters Score -1.066711e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 39260 members 
Mstep: Class 4 contains 41846 members 
Mstep: Class 5 contains 47286 members 
Mstep: Class 6 contains 42925 members 
Mstep: Class 7 contains 43730 members 
Mstep: Class 8 contains 47257 members 
Mstep: Class 9 contains 43073 members 
Mstep: Class 10 contains 45613 members 
Mstep: Class 11 contains 8675 members 
Mstep: Class 12 contains 46358 members 
Mstep: Class 13 contains 46591 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23686 members 
Mstep: Class 16 contains 46322 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45734 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671096.000000 Penalty: 79037.695312
Iteration 426Q: 25 clusters Score -1.066711e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 39275 members 
Mstep: Class 4 contains 41837 members 
Mstep: Class 5 contains 47279 members 
Mstep: Class 6 contains 42945 members 
Mstep: Class 7 contains 43730 members 
Mstep: Class 8 contains 47254 members 
Mstep: Class 9 contains 43083 members 
Mstep: Class 10 contains 45589 members 
Mstep: Class 11 contains 8679 members 
Mstep: Class 12 contains 46367 members 
Mstep: Class 13 contains 46596 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23681 members 
Mstep: Class 16 contains 46323 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45747 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670944.000000 Penalty: 79037.695312
Iteration 427Q: 25 clusters Score -1.066709e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6047 members 
Mstep: Class 3 contains 39277 members 
Mstep: Class 4 contains 41837 members 
Mstep: Class 5 contains 47281 members 
Mstep: Class 6 contains 42971 members 
Mstep: Class 7 contains 43734 members 
Mstep: Class 8 contains 47267 members 
Mstep: Class 9 contains 43100 members 
Mstep: Class 10 contains 45562 members 
Mstep: Class 11 contains 8686 members 
Mstep: Class 12 contains 46355 members 
Mstep: Class 13 contains 46591 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23674 members 
Mstep: Class 16 contains 46323 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45751 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671336.000000 Penalty: 79037.695312
Iteration 428Q: 25 clusters Score -1.066713e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6044 members 
Mstep: Class 3 contains 39288 members 
Mstep: Class 4 contains 41832 members 
Mstep: Class 5 contains 47285 members 
Mstep: Class 6 contains 42996 members 
Mstep: Class 7 contains 43738 members 
Mstep: Class 8 contains 47247 members 
Mstep: Class 9 contains 43110 members 
Mstep: Class 10 contains 45536 members 
Mstep: Class 11 contains 8691 members 
Mstep: Class 12 contains 46343 members 
Mstep: Class 13 contains 46607 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23667 members 
Mstep: Class 16 contains 46325 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45765 members 
Mstep: Class 19 contains 3248 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671304.000000 Penalty: 79037.695312
Iteration 429Q: 25 clusters Score -1.066713e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6043 members 
Mstep: Class 3 contains 39294 members 
Mstep: Class 4 contains 41837 members 
Mstep: Class 5 contains 47275 members 
Mstep: Class 6 contains 43021 members 
Mstep: Class 7 contains 43745 members 
Mstep: Class 8 contains 47236 members 
Mstep: Class 9 contains 43102 members 
Mstep: Class 10 contains 45521 members 
Mstep: Class 11 contains 8699 members 
Mstep: Class 12 contains 46353 members 
Mstep: Class 13 contains 46613 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23662 members 
Mstep: Class 16 contains 46324 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45765 members 
Mstep: Class 19 contains 3233 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671432.000000 Penalty: 79037.695312
Iteration 430Q: 25 clusters Score -1.066714e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6045 members 
Mstep: Class 3 contains 39285 members 
Mstep: Class 4 contains 41844 members 
Mstep: Class 5 contains 47283 members 
Mstep: Class 6 contains 43038 members 
Mstep: Class 7 contains 43733 members 
Mstep: Class 8 contains 47231 members 
Mstep: Class 9 contains 43104 members 
Mstep: Class 10 contains 45515 members 
Mstep: Class 11 contains 8707 members 
Mstep: Class 12 contains 46350 members 
Mstep: Class 13 contains 46618 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23655 members 
Mstep: Class 16 contains 46334 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45765 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671288.000000 Penalty: 79037.695312
Iteration 431Q: 25 clusters Score -1.066713e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 39284 members 
Mstep: Class 4 contains 41845 members 
Mstep: Class 5 contains 47282 members 
Mstep: Class 6 contains 43052 members 
Mstep: Class 7 contains 43715 members 
Mstep: Class 8 contains 47219 members 
Mstep: Class 9 contains 43111 members 
Mstep: Class 10 contains 45515 members 
Mstep: Class 11 contains 8712 members 
Mstep: Class 12 contains 46366 members 
Mstep: Class 13 contains 46627 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23653 members 
Mstep: Class 16 contains 46342 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45764 members 
Mstep: Class 19 contains 3194 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671680.000000 Penalty: 79037.695312
Iteration 432Q: 25 clusters Score -1.066717e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6040 members 
Mstep: Class 3 contains 39269 members 
Mstep: Class 4 contains 41842 members 
Mstep: Class 5 contains 47303 members 
Mstep: Class 6 contains 43062 members 
Mstep: Class 7 contains 43726 members 
Mstep: Class 8 contains 47213 members 
Mstep: Class 9 contains 43114 members 
Mstep: Class 10 contains 45517 members 
Mstep: Class 11 contains 8721 members 
Mstep: Class 12 contains 46356 members 
Mstep: Class 13 contains 46621 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23650 members 
Mstep: Class 16 contains 46352 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45770 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671456.000000 Penalty: 79037.695312
Iteration 433Q: 25 clusters Score -1.066715e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 39257 members 
Mstep: Class 4 contains 41835 members 
Mstep: Class 5 contains 47319 members 
Mstep: Class 6 contains 43069 members 
Mstep: Class 7 contains 43732 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 9 contains 43119 members 
Mstep: Class 10 contains 45523 members 
Mstep: Class 11 contains 8727 members 
Mstep: Class 12 contains 46372 members 
Mstep: Class 13 contains 46596 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23642 members 
Mstep: Class 16 contains 46344 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45776 members 
Mstep: Class 19 contains 3146 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671344.000000 Penalty: 79037.695312
Iteration 434Q: 25 clusters Score -1.066713e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 39271 members 
Mstep: Class 4 contains 41832 members 
Mstep: Class 5 contains 47329 members 
Mstep: Class 6 contains 43084 members 
Mstep: Class 7 contains 43726 members 
Mstep: Class 8 contains 47235 members 
Mstep: Class 9 contains 43133 members 
Mstep: Class 10 contains 45522 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 46372 members 
Mstep: Class 13 contains 46570 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23637 members 
Mstep: Class 16 contains 46335 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45776 members 
Mstep: Class 19 contains 3128 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671232.000000 Penalty: 79037.695312
Iteration 435Q: 25 clusters Score -1.066712e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 39279 members 
Mstep: Class 4 contains 41830 members 
Mstep: Class 5 contains 47333 members 
Mstep: Class 6 contains 43095 members 
Mstep: Class 7 contains 43716 members 
Mstep: Class 8 contains 47234 members 
Mstep: Class 9 contains 43154 members 
Mstep: Class 10 contains 45536 members 
Mstep: Class 11 contains 8735 members 
Mstep: Class 12 contains 46370 members 
Mstep: Class 13 contains 46556 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23631 members 
Mstep: Class 16 contains 46336 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45762 members 
Mstep: Class 19 contains 3114 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671136.000000 Penalty: 79037.695312
Iteration 436Q: 25 clusters Score -1.066711e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6039 members 
Mstep: Class 3 contains 39280 members 
Mstep: Class 4 contains 41832 members 
Mstep: Class 5 contains 47351 members 
Mstep: Class 6 contains 43101 members 
Mstep: Class 7 contains 43711 members 
Mstep: Class 8 contains 47243 members 
Mstep: Class 9 contains 43160 members 
Mstep: Class 10 contains 45537 members 
Mstep: Class 11 contains 8739 members 
Mstep: Class 12 contains 46374 members 
Mstep: Class 13 contains 46535 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 46339 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45761 members 
Mstep: Class 19 contains 3096 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671160.000000 Penalty: 79037.695312
Iteration 437Q: 25 clusters Score -1.066712e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 39274 members 
Mstep: Class 4 contains 41838 members 
Mstep: Class 5 contains 47366 members 
Mstep: Class 6 contains 43098 members 
Mstep: Class 7 contains 43702 members 
Mstep: Class 8 contains 47249 members 
Mstep: Class 9 contains 43164 members 
Mstep: Class 10 contains 45540 members 
Mstep: Class 11 contains 8738 members 
Mstep: Class 12 contains 46391 members 
Mstep: Class 13 contains 46538 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23621 members 
Mstep: Class 16 contains 46336 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45766 members 
Mstep: Class 19 contains 3068 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671304.000000 Penalty: 79037.695312
Iteration 438Q: 25 clusters Score -1.066713e+08 nChanged 418
Entering ConstructFrom: 
Score: -106671304.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -405607.437500 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -405607.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -402748.187500 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -402748.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -403410.031250 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -403410 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -403667.187500 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -403667.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -403839.250000 Penalty: 3854.030762
	Iteration 3F: 3 clusters Score -403839.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -403998.093750 Penalty: 3854.030762
	Iteration 4F: 3 clusters Score -403998.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -404151.281250 Penalty: 3854.030762
	Iteration 5F: 3 clusters Score -404151.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -404303.531250 Penalty: 3854.030762
	Iteration 6Q: 3 clusters Score -404303.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -404480.031250 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -404480 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -404622.593750 Penalty: 3854.030762
	Iteration 8Q: 3 clusters Score -404622.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -404762.968750 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -404763 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -404867.125000 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -404867.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -404932.687500 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -404932.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -405003.125000 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -405003.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -405083.093750 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -405083.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -405150.656250 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -405150.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -405212.593750 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -405212.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -405245.750000 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -405245.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -405260.531250 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -405260.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -405275.281250 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -405275.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -405286.406250 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -405286.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -405327.718750 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -405327.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -405383.125000 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -405383.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -405456.750000 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -405456.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -405513.625000 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -405513.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -405551.968750 Penalty: 3854.030762
	Iteration 24Q: 3 clusters Score -405552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -405602.656250 Penalty: 3854.030762
	Iteration 25Q: 3 clusters Score -405602.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -405629.343750 Penalty: 3854.030762
	Iteration 26Q: 3 clusters Score -405629.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -405643.468750 Penalty: 3854.030762
	Iteration 27Q: 3 clusters Score -405643.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -405648.281250 Penalty: 3854.030762
	Iteration 28Q: 3 clusters Score -405648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -405652.875000 Penalty: 3854.030762
	Iteration 29Q: 3 clusters Score -405652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -405652.875000 Penalty: 3854.030762
	Iteration 30F: 3 clusters Score -405652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 39269 members 
Mstep: Class 4 contains 41839 members 
Mstep: Class 5 contains 47371 members 
Mstep: Class 6 contains 43100 members 
Mstep: Class 7 contains 43707 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 43171 members 
Mstep: Class 10 contains 45539 members 
Mstep: Class 11 contains 8737 members 
Mstep: Class 12 contains 46401 members 
Mstep: Class 13 contains 46542 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23618 members 
Mstep: Class 16 contains 46333 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45771 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 559 members 
Entering Unmasked Estep 
Score: -106670024.000000 Penalty: 82330.929688
Splitting cluster 1 changes total score from -106671304.000000 to -106670024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Entering Unmasked Estep 
Score: -1111381.625000 Penalty: 2158.881104
	Iteration 0F: 2 clusters Score -1111382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1106164.250000 Penalty: 4317.762207
	Iteration 0F: 3 clusters Score -1106164 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1107491.750000 Penalty: 4317.762207
	Iteration 1F: 3 clusters Score -1107492 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1107740.875000 Penalty: 4317.762207
	Iteration 2F: 3 clusters Score -1107741 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1107879.250000 Penalty: 4317.762207
	Iteration 3F: 3 clusters Score -1107879 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1107985.125000 Penalty: 4317.762207
	Iteration 4Q: 3 clusters Score -1107985 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1108061.875000 Penalty: 4317.762207
	Iteration 5Q: 3 clusters Score -1108062 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1108126.625000 Penalty: 4317.762207
	Iteration 6Q: 3 clusters Score -1108127 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1108177.875000 Penalty: 4317.762207
	Iteration 7Q: 3 clusters Score -1108178 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1108226.000000 Penalty: 4317.762207
	Iteration 8Q: 3 clusters Score -1108226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1108266.750000 Penalty: 4317.762207
	Iteration 9Q: 3 clusters Score -1108267 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1108310.000000 Penalty: 4317.762207
	Iteration 10Q: 3 clusters Score -1108310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1108350.625000 Penalty: 4317.762207
	Iteration 11Q: 3 clusters Score -1108351 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1108389.625000 Penalty: 4317.762207
	Iteration 12Q: 3 clusters Score -1108390 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1108430.375000 Penalty: 4317.762207
	Iteration 13Q: 3 clusters Score -1108430 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1108475.875000 Penalty: 4317.762207
	Iteration 14Q: 3 clusters Score -1108476 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1108511.500000 Penalty: 4317.762207
	Iteration 15Q: 3 clusters Score -1108512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1108543.375000 Penalty: 4317.762207
	Iteration 16Q: 3 clusters Score -1108543 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1108575.875000 Penalty: 4317.762207
	Iteration 17Q: 3 clusters Score -1108576 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1108627.250000 Penalty: 4317.762207
	Iteration 18Q: 3 clusters Score -1108627 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1108684.500000 Penalty: 4317.762207
	Iteration 19Q: 3 clusters Score -1108684 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1108756.875000 Penalty: 4317.762207
	Iteration 20F: 3 clusters Score -1108757 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1108847.125000 Penalty: 4317.762207
	Iteration 21Q: 3 clusters Score -1108847 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1108938.375000 Penalty: 4317.762207
	Iteration 22Q: 3 clusters Score -1108938 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1109012.000000 Penalty: 4317.762207
	Iteration 23Q: 3 clusters Score -1109012 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1109101.000000 Penalty: 4317.762207
	Iteration 24Q: 3 clusters Score -1109101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1109159.375000 Penalty: 4317.762207
	Iteration 25Q: 3 clusters Score -1109159 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1109210.500000 Penalty: 4317.762207
	Iteration 26Q: 3 clusters Score -1109210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1109251.375000 Penalty: 4317.762207
	Iteration 27Q: 3 clusters Score -1109251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1109271.750000 Penalty: 4317.762207
	Iteration 28Q: 3 clusters Score -1109272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1109294.125000 Penalty: 4317.762207
	Iteration 29Q: 3 clusters Score -1109294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1109313.125000 Penalty: 4317.762207
	Iteration 30Q: 3 clusters Score -1109313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1109326.125000 Penalty: 4317.762207
	Iteration 31Q: 3 clusters Score -1109326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1109334.500000 Penalty: 4317.762207
	Iteration 32Q: 3 clusters Score -1109334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1109335.375000 Penalty: 4317.762207
	Iteration 33Q: 3 clusters Score -1109335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1109340.000000 Penalty: 4317.762207
	Iteration 34Q: 3 clusters Score -1109340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1109344.750000 Penalty: 4317.762207
	Iteration 35Q: 3 clusters Score -1109345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1109350.125000 Penalty: 4317.762207
	Iteration 36Q: 3 clusters Score -1109350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1109353.750000 Penalty: 4317.762207
	Iteration 37Q: 3 clusters Score -1109354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1109353.375000 Penalty: 4317.762207
	Iteration 38Q: 3 clusters Score -1109353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1109355.125000 Penalty: 4317.762207
	Iteration 39Q: 3 clusters Score -1109355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1109355.125000 Penalty: 4317.762207
	Iteration 40F: 3 clusters Score -1109355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1109356.625000 Penalty: 4317.762207
	Iteration 41Q: 3 clusters Score -1109357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1109357.250000 Penalty: 4317.762207
	Iteration 42Q: 3 clusters Score -1109357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1109360.875000 Penalty: 4317.762207
	Iteration 43Q: 3 clusters Score -1109361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1109364.125000 Penalty: 4317.762207
	Iteration 44Q: 3 clusters Score -1109364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1109363.875000 Penalty: 4317.762207
	Iteration 45Q: 3 clusters Score -1109364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1109366.875000 Penalty: 4317.762207
	Iteration 46Q: 3 clusters Score -1109367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1109366.375000 Penalty: 4317.762207
	Iteration 47Q: 3 clusters Score -1109366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1109366.375000 Penalty: 4317.762207
	Iteration 48F: 3 clusters Score -1109366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Entering Unmasked Estep 
Score: -7261183.500000 Penalty: 2623.391357
	Iteration 0F: 2 clusters Score -7261184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -7234905.500000 Penalty: 5246.782715
	Iteration 0F: 3 clusters Score -7234906 nChanged 17979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -7244706.000000 Penalty: 5246.782715
	Iteration 1F: 3 clusters Score -7244706 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -7245218.000000 Penalty: 5246.782715
	Iteration 2Q: 3 clusters Score -7245218 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -7245658.000000 Penalty: 5246.782715
	Iteration 3Q: 3 clusters Score -7245658 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -7246069.000000 Penalty: 5246.782715
	Iteration 4Q: 3 clusters Score -7246069 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -7246540.000000 Penalty: 5246.782715
	Iteration 5Q: 3 clusters Score -7246540 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -7247135.500000 Penalty: 5246.782715
	Iteration 6Q: 3 clusters Score -7247136 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -7247861.500000 Penalty: 5246.782715
	Iteration 7Q: 3 clusters Score -7247862 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -7248936.000000 Penalty: 5246.782715
	Iteration 8Q: 3 clusters Score -7248936 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -7250451.000000 Penalty: 5246.782715
	Iteration 9F: 3 clusters Score -7250451 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -7252188.000000 Penalty: 5246.782715
	Iteration 10F: 3 clusters Score -7252188 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -7253609.000000 Penalty: 5246.782715
	Iteration 11F: 3 clusters Score -7253609 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -7254575.000000 Penalty: 5246.782715
	Iteration 12Q: 3 clusters Score -7254575 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -7255027.500000 Penalty: 5246.782715
	Iteration 13Q: 3 clusters Score -7255028 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -7255270.000000 Penalty: 5246.782715
	Iteration 14Q: 3 clusters Score -7255270 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -7255435.500000 Penalty: 5246.782715
	Iteration 15Q: 3 clusters Score -7255436 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -7255557.500000 Penalty: 5246.782715
	Iteration 16Q: 3 clusters Score -7255558 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -7255734.000000 Penalty: 5246.782715
	Iteration 17Q: 3 clusters Score -7255734 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -7255832.000000 Penalty: 5246.782715
	Iteration 18Q: 3 clusters Score -7255832 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -7255967.000000 Penalty: 5246.782715
	Iteration 19Q: 3 clusters Score -7255967 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -7256092.500000 Penalty: 5246.782715
	Iteration 20F: 3 clusters Score -7256092 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -7256217.000000 Penalty: 5246.782715
	Iteration 21Q: 3 clusters Score -7256217 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -7256366.500000 Penalty: 5246.782715
	Iteration 22Q: 3 clusters Score -7256366 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -7256500.000000 Penalty: 5246.782715
	Iteration 23Q: 3 clusters Score -7256500 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -7256634.500000 Penalty: 5246.782715
	Iteration 24Q: 3 clusters Score -7256634 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -7256732.500000 Penalty: 5246.782715
	Iteration 25Q: 3 clusters Score -7256732 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -7256888.500000 Penalty: 5246.782715
	Iteration 26Q: 3 clusters Score -7256888 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -7256997.500000 Penalty: 5246.782715
	Iteration 27Q: 3 clusters Score -7256998 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -7257118.000000 Penalty: 5246.782715
	Iteration 28Q: 3 clusters Score -7257118 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -7257268.000000 Penalty: 5246.782715
	Iteration 29Q: 3 clusters Score -7257268 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -7257391.000000 Penalty: 5246.782715
	Iteration 30Q: 3 clusters Score -7257391 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -7257521.000000 Penalty: 5246.782715
	Iteration 31Q: 3 clusters Score -7257521 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -7257649.000000 Penalty: 5246.782715
	Iteration 32Q: 3 clusters Score -7257649 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -7257766.000000 Penalty: 5246.782715
	Iteration 33Q: 3 clusters Score -7257766 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -7257905.500000 Penalty: 5246.782715
	Iteration 34Q: 3 clusters Score -7257906 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -7258023.500000 Penalty: 5246.782715
	Iteration 35Q: 3 clusters Score -7258024 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -7258136.000000 Penalty: 5246.782715
	Iteration 36Q: 3 clusters Score -7258136 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -7258244.500000 Penalty: 5246.782715
	Iteration 37Q: 3 clusters Score -7258244 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -7258350.000000 Penalty: 5246.782715
	Iteration 38Q: 3 clusters Score -7258350 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -7258473.500000 Penalty: 5246.782715
	Iteration 39Q: 3 clusters Score -7258474 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -7258564.000000 Penalty: 5246.782715
	Iteration 40F: 3 clusters Score -7258564 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -7258623.500000 Penalty: 5246.782715
	Iteration 41Q: 3 clusters Score -7258624 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -7258691.000000 Penalty: 5246.782715
	Iteration 42Q: 3 clusters Score -7258691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -7258738.500000 Penalty: 5246.782715
	Iteration 43Q: 3 clusters Score -7258738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -7258785.000000 Penalty: 5246.782715
	Iteration 44Q: 3 clusters Score -7258785 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -7258819.000000 Penalty: 5246.782715
	Iteration 45Q: 3 clusters Score -7258819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -7258833.500000 Penalty: 5246.782715
	Iteration 46Q: 3 clusters Score -7258834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -7258866.500000 Penalty: 5246.782715
	Iteration 47Q: 3 clusters Score -7258866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -7258877.000000 Penalty: 5246.782715
	Iteration 48Q: 3 clusters Score -7258877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -7258881.500000 Penalty: 5246.782715
	Iteration 49Q: 3 clusters Score -7258882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -7258889.500000 Penalty: 5246.782715
	Iteration 50Q: 3 clusters Score -7258890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -7258887.500000 Penalty: 5246.782715
	Iteration 51Q: 3 clusters Score -7258888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7258895.000000 Penalty: 5246.782715
	Iteration 52Q: 3 clusters Score -7258895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -7258905.500000 Penalty: 5246.782715
	Iteration 53Q: 3 clusters Score -7258906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -7258912.500000 Penalty: 5246.782715
	Iteration 54Q: 3 clusters Score -7258912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7258922.500000 Penalty: 5246.782715
	Iteration 55Q: 3 clusters Score -7258922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -7258917.000000 Penalty: 5246.782715
	Iteration 56Q: 3 clusters Score -7258917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -7258917.000000 Penalty: 5246.782715
	Iteration 57Q: 3 clusters Score -7258917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -7258914.500000 Penalty: 5246.782715
	Iteration 58Q: 3 clusters Score -7258914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7258921.500000 Penalty: 5246.782715
	Iteration 59Q: 3 clusters Score -7258922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7258926.000000 Penalty: 5246.782715
	Iteration 60F: 3 clusters Score -7258926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7258921.000000 Penalty: 5246.782715
	Iteration 61Q: 3 clusters Score -7258921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -7258922.000000 Penalty: 5246.782715
	Iteration 62Q: 3 clusters Score -7258922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -7258928.500000 Penalty: 5246.782715
	Iteration 63Q: 3 clusters Score -7258928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -7258922.000000 Penalty: 5246.782715
	Iteration 64Q: 3 clusters Score -7258922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -7258927.500000 Penalty: 5246.782715
	Iteration 65Q: 3 clusters Score -7258928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7258932.500000 Penalty: 5246.782715
	Iteration 66Q: 3 clusters Score -7258932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7258932.000000 Penalty: 5246.782715
	Iteration 67Q: 3 clusters Score -7258932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7258932.000000 Penalty: 5246.782715
	Iteration 68F: 3 clusters Score -7258932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Entering Unmasked Estep 
Score: -7693773.000000 Penalty: 2639.113037
	Iteration 0F: 2 clusters Score -7693773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -7665615.000000 Penalty: 5278.226074
	Iteration 0F: 3 clusters Score -7665615 nChanged 19229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -7676046.500000 Penalty: 5278.226074
	Iteration 1F: 3 clusters Score -7676046 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -7676562.500000 Penalty: 5278.226074
	Iteration 2Q: 3 clusters Score -7676562 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -7676964.000000 Penalty: 5278.226074
	Iteration 3Q: 3 clusters Score -7676964 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -7677272.500000 Penalty: 5278.226074
	Iteration 4Q: 3 clusters Score -7677272 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -7677540.500000 Penalty: 5278.226074
	Iteration 5Q: 3 clusters Score -7677540 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -7677781.500000 Penalty: 5278.226074
	Iteration 6Q: 3 clusters Score -7677782 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -7677965.000000 Penalty: 5278.226074
	Iteration 7Q: 3 clusters Score -7677965 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -7678132.500000 Penalty: 5278.226074
	Iteration 8Q: 3 clusters Score -7678132 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -7678369.000000 Penalty: 5278.226074
	Iteration 9Q: 3 clusters Score -7678369 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -7678577.500000 Penalty: 5278.226074
	Iteration 10Q: 3 clusters Score -7678578 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -7678886.000000 Penalty: 5278.226074
	Iteration 11Q: 3 clusters Score -7678886 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -7679307.500000 Penalty: 5278.226074
	Iteration 12Q: 3 clusters Score -7679308 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -7679927.000000 Penalty: 5278.226074
	Iteration 13Q: 3 clusters Score -7679927 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -7680833.500000 Penalty: 5278.226074
	Iteration 14Q: 3 clusters Score -7680834 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -7682373.000000 Penalty: 5278.226074
	Iteration 15Q: 3 clusters Score -7682373 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -7684460.000000 Penalty: 5278.226074
	Iteration 16F: 3 clusters Score -7684460 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -7686116.500000 Penalty: 5278.226074
	Iteration 17F: 3 clusters Score -7686116 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -7687053.500000 Penalty: 5278.226074
	Iteration 18Q: 3 clusters Score -7687054 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -7687615.500000 Penalty: 5278.226074
	Iteration 19Q: 3 clusters Score -7687616 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -7688091.000000 Penalty: 5278.226074
	Iteration 20F: 3 clusters Score -7688091 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -7688550.500000 Penalty: 5278.226074
	Iteration 21Q: 3 clusters Score -7688550 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -7689025.000000 Penalty: 5278.226074
	Iteration 22Q: 3 clusters Score -7689025 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -7689528.500000 Penalty: 5278.226074
	Iteration 23Q: 3 clusters Score -7689528 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -7689889.000000 Penalty: 5278.226074
	Iteration 24Q: 3 clusters Score -7689889 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -7690173.500000 Penalty: 5278.226074
	Iteration 25Q: 3 clusters Score -7690174 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -7690331.000000 Penalty: 5278.226074
	Iteration 26Q: 3 clusters Score -7690331 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -7690490.000000 Penalty: 5278.226074
	Iteration 27Q: 3 clusters Score -7690490 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -7690570.500000 Penalty: 5278.226074
	Iteration 28Q: 3 clusters Score -7690570 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -7690656.000000 Penalty: 5278.226074
	Iteration 29Q: 3 clusters Score -7690656 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -7690744.000000 Penalty: 5278.226074
	Iteration 30Q: 3 clusters Score -7690744 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -7690807.500000 Penalty: 5278.226074
	Iteration 31Q: 3 clusters Score -7690808 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -7690858.500000 Penalty: 5278.226074
	Iteration 32Q: 3 clusters Score -7690858 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -7690904.500000 Penalty: 5278.226074
	Iteration 33Q: 3 clusters Score -7690904 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -7690972.500000 Penalty: 5278.226074
	Iteration 34Q: 3 clusters Score -7690972 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -7691004.500000 Penalty: 5278.226074
	Iteration 35Q: 3 clusters Score -7691004 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -7691030.000000 Penalty: 5278.226074
	Iteration 36Q: 3 clusters Score -7691030 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -7691062.500000 Penalty: 5278.226074
	Iteration 37Q: 3 clusters Score -7691062 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -7691078.000000 Penalty: 5278.226074
	Iteration 38Q: 3 clusters Score -7691078 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -7691087.500000 Penalty: 5278.226074
	Iteration 39Q: 3 clusters Score -7691088 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -7691107.500000 Penalty: 5278.226074
	Iteration 40F: 3 clusters Score -7691108 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -7691127.500000 Penalty: 5278.226074
	Iteration 41Q: 3 clusters Score -7691128 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -7691159.000000 Penalty: 5278.226074
	Iteration 42Q: 3 clusters Score -7691159 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -7691167.000000 Penalty: 5278.226074
	Iteration 43Q: 3 clusters Score -7691167 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -7691184.000000 Penalty: 5278.226074
	Iteration 44Q: 3 clusters Score -7691184 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -7691188.000000 Penalty: 5278.226074
	Iteration 45Q: 3 clusters Score -7691188 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -7691199.000000 Penalty: 5278.226074
	Iteration 46Q: 3 clusters Score -7691199 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -7691192.000000 Penalty: 5278.226074
	Iteration 47Q: 3 clusters Score -7691192 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -7691190.500000 Penalty: 5278.226074
	Iteration 48Q: 3 clusters Score -7691190 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -7691200.500000 Penalty: 5278.226074
	Iteration 49Q: 3 clusters Score -7691200 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -7691206.500000 Penalty: 5278.226074
	Iteration 50Q: 3 clusters Score -7691206 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -7691212.000000 Penalty: 5278.226074
	Iteration 51Q: 3 clusters Score -7691212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -7691215.500000 Penalty: 5278.226074
	Iteration 52Q: 3 clusters Score -7691216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -7691217.000000 Penalty: 5278.226074
	Iteration 53Q: 3 clusters Score -7691217 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -7691258.500000 Penalty: 5278.226074
	Iteration 54Q: 3 clusters Score -7691258 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -7691262.000000 Penalty: 5278.226074
	Iteration 55Q: 3 clusters Score -7691262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -7691265.000000 Penalty: 5278.226074
	Iteration 56Q: 3 clusters Score -7691265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -7691267.000000 Penalty: 5278.226074
	Iteration 57Q: 3 clusters Score -7691267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -7691266.000000 Penalty: 5278.226074
	Iteration 58Q: 3 clusters Score -7691266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -7691268.000000 Penalty: 5278.226074
	Iteration 59Q: 3 clusters Score -7691268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -7691258.500000 Penalty: 5278.226074
	Iteration 60F: 3 clusters Score -7691258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -7691266.500000 Penalty: 5278.226074
	Iteration 61Q: 3 clusters Score -7691266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -7691258.000000 Penalty: 5278.226074
	Iteration 62Q: 3 clusters Score -7691258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -7691263.500000 Penalty: 5278.226074
	Iteration 63Q: 3 clusters Score -7691264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -7691261.000000 Penalty: 5278.226074
	Iteration 64Q: 3 clusters Score -7691261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -7691268.500000 Penalty: 5278.226074
	Iteration 65Q: 3 clusters Score -7691268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -7691255.500000 Penalty: 5278.226074
	Iteration 66Q: 3 clusters Score -7691256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -7691252.500000 Penalty: 5278.226074
	Iteration 67Q: 3 clusters Score -7691252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -7691257.000000 Penalty: 5278.226074
	Iteration 68Q: 3 clusters Score -7691257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -7691256.000000 Penalty: 5278.226074
	Iteration 69Q: 3 clusters Score -7691256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -7691262.000000 Penalty: 5278.226074
	Iteration 70Q: 3 clusters Score -7691262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -7691244.500000 Penalty: 5278.226074
	Iteration 71Q: 3 clusters Score -7691244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -7691229.500000 Penalty: 5278.226074
	Iteration 72Q: 3 clusters Score -7691230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -7691264.500000 Penalty: 5278.226074
	Iteration 73Q: 3 clusters Score -7691264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -7691258.500000 Penalty: 5278.226074
	Iteration 74Q: 3 clusters Score -7691258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -7691247.000000 Penalty: 5278.226074
	Iteration 75Q: 3 clusters Score -7691247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -7691248.500000 Penalty: 5278.226074
	Iteration 76Q: 3 clusters Score -7691248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -7691263.000000 Penalty: 5278.226074
	Iteration 77Q: 3 clusters Score -7691263 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -7691270.500000 Penalty: 5278.226074
	Iteration 78Q: 3 clusters Score -7691270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -7691272.500000 Penalty: 5278.226074
	Iteration 79Q: 3 clusters Score -7691272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -7691264.500000 Penalty: 5278.226074
	Iteration 80F: 3 clusters Score -7691264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -7691268.500000 Penalty: 5278.226074
	Iteration 81Q: 3 clusters Score -7691268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -7691276.500000 Penalty: 5278.226074
	Iteration 82Q: 3 clusters Score -7691276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -7691288.500000 Penalty: 5278.226074
	Iteration 83Q: 3 clusters Score -7691288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -7691283.500000 Penalty: 5278.226074
	Iteration 84Q: 3 clusters Score -7691284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -7691294.000000 Penalty: 5278.226074
	Iteration 85Q: 3 clusters Score -7691294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -7691287.000000 Penalty: 5278.226074
	Iteration 86Q: 3 clusters Score -7691287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -7691288.000000 Penalty: 5278.226074
	Iteration 87Q: 3 clusters Score -7691288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -7691291.000000 Penalty: 5278.226074
	Iteration 88Q: 3 clusters Score -7691291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -7691278.000000 Penalty: 5278.226074
	Iteration 89Q: 3 clusters Score -7691278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -7691281.000000 Penalty: 5278.226074
	Iteration 90Q: 3 clusters Score -7691281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -7691275.000000 Penalty: 5278.226074
	Iteration 91Q: 3 clusters Score -7691275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -7691273.500000 Penalty: 5278.226074
	Iteration 92Q: 3 clusters Score -7691274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -7691285.000000 Penalty: 5278.226074
	Iteration 93Q: 3 clusters Score -7691285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -7691284.500000 Penalty: 5278.226074
	Iteration 94Q: 3 clusters Score -7691284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -7691288.500000 Penalty: 5278.226074
	Iteration 95Q: 3 clusters Score -7691288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -7691280.000000 Penalty: 5278.226074
	Iteration 96Q: 3 clusters Score -7691280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -7691287.000000 Penalty: 5278.226074
	Iteration 97Q: 3 clusters Score -7691287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -7691295.000000 Penalty: 5278.226074
	Iteration 98Q: 3 clusters Score -7691295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -7691292.000000 Penalty: 5278.226074
	Iteration 99Q: 3 clusters Score -7691292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -7691297.500000 Penalty: 5278.226074
	Iteration 100F: 3 clusters Score -7691298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -7691305.000000 Penalty: 5278.226074
	Iteration 101Q: 3 clusters Score -7691305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -7691311.500000 Penalty: 5278.226074
	Iteration 102Q: 3 clusters Score -7691312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -7691318.000000 Penalty: 5278.226074
	Iteration 103Q: 3 clusters Score -7691318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -7691316.000000 Penalty: 5278.226074
	Iteration 104Q: 3 clusters Score -7691316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -7691315.500000 Penalty: 5278.226074
	Iteration 105Q: 3 clusters Score -7691316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -7691318.000000 Penalty: 5278.226074
	Iteration 106Q: 3 clusters Score -7691318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -7691302.500000 Penalty: 5278.226074
	Iteration 107Q: 3 clusters Score -7691302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -7691299.500000 Penalty: 5278.226074
	Iteration 108Q: 3 clusters Score -7691300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -7691296.000000 Penalty: 5278.226074
	Iteration 109Q: 3 clusters Score -7691296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -7691291.500000 Penalty: 5278.226074
	Iteration 110Q: 3 clusters Score -7691292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -7691306.000000 Penalty: 5278.226074
	Iteration 111Q: 3 clusters Score -7691306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -7691299.500000 Penalty: 5278.226074
	Iteration 112Q: 3 clusters Score -7691300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -7691294.000000 Penalty: 5278.226074
	Iteration 113Q: 3 clusters Score -7691294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -7691300.500000 Penalty: 5278.226074
	Iteration 114Q: 3 clusters Score -7691300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -7691292.500000 Penalty: 5278.226074
	Iteration 115Q: 3 clusters Score -7691292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -7691296.500000 Penalty: 5278.226074
	Iteration 116Q: 3 clusters Score -7691296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -7691295.500000 Penalty: 5278.226074
	Iteration 117Q: 3 clusters Score -7691296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -7691298.500000 Penalty: 5278.226074
	Iteration 118Q: 3 clusters Score -7691298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -7691306.000000 Penalty: 5278.226074
	Iteration 119Q: 3 clusters Score -7691306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -7691315.000000 Penalty: 5278.226074
	Iteration 120F: 3 clusters Score -7691315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -7691306.000000 Penalty: 5278.226074
	Iteration 121Q: 3 clusters Score -7691306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -7691306.000000 Penalty: 5278.226074
	Iteration 122Q: 3 clusters Score -7691306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -7691304.500000 Penalty: 5278.226074
	Iteration 123Q: 3 clusters Score -7691304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -7691305.500000 Penalty: 5278.226074
	Iteration 124Q: 3 clusters Score -7691306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -7691311.000000 Penalty: 5278.226074
	Iteration 125Q: 3 clusters Score -7691311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -7691301.000000 Penalty: 5278.226074
	Iteration 126Q: 3 clusters Score -7691301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -7691312.500000 Penalty: 5278.226074
	Iteration 127Q: 3 clusters Score -7691312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -7691307.500000 Penalty: 5278.226074
	Iteration 128Q: 3 clusters Score -7691308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -7691306.000000 Penalty: 5278.226074
	Iteration 129Q: 3 clusters Score -7691306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -7691304.500000 Penalty: 5278.226074
	Iteration 130Q: 3 clusters Score -7691304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -7691302.500000 Penalty: 5278.226074
	Iteration 131Q: 3 clusters Score -7691302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -7691308.000000 Penalty: 5278.226074
	Iteration 132Q: 3 clusters Score -7691308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -7691313.500000 Penalty: 5278.226074
	Iteration 133Q: 3 clusters Score -7691314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -7691314.000000 Penalty: 5278.226074
	Iteration 134Q: 3 clusters Score -7691314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -7691314.500000 Penalty: 5278.226074
	Iteration 135Q: 3 clusters Score -7691314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -7691317.500000 Penalty: 5278.226074
	Iteration 136Q: 3 clusters Score -7691318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -7691318.000000 Penalty: 5278.226074
	Iteration 137Q: 3 clusters Score -7691318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -7691320.500000 Penalty: 5278.226074
	Iteration 138Q: 3 clusters Score -7691320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -7691320.500000 Penalty: 5278.226074
	Iteration 139F: 3 clusters Score -7691320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Entering Unmasked Estep 
Score: -8836641.000000 Penalty: 2669.909668
	Iteration 0F: 2 clusters Score -8836641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -8807389.000000 Penalty: 5339.819336
	Iteration 0F: 3 clusters Score -8807389 nChanged 21833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -8819357.000000 Penalty: 5339.819336
	Iteration 1F: 3 clusters Score -8819357 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -8819918.000000 Penalty: 5339.819336
	Iteration 2Q: 3 clusters Score -8819918 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -8820569.000000 Penalty: 5339.819336
	Iteration 3Q: 3 clusters Score -8820569 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -8821538.000000 Penalty: 5339.819336
	Iteration 4Q: 3 clusters Score -8821538 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -8822789.000000 Penalty: 5339.819336
	Iteration 5F: 3 clusters Score -8822789 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -8824691.000000 Penalty: 5339.819336
	Iteration 6F: 3 clusters Score -8824691 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -8827058.000000 Penalty: 5339.819336
	Iteration 7F: 3 clusters Score -8827058 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -8829658.000000 Penalty: 5339.819336
	Iteration 8F: 3 clusters Score -8829658 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -8831590.000000 Penalty: 5339.819336
	Iteration 9Q: 3 clusters Score -8831590 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -8832943.000000 Penalty: 5339.819336
	Iteration 10Q: 3 clusters Score -8832943 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -8833692.000000 Penalty: 5339.819336
	Iteration 11Q: 3 clusters Score -8833692 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -8834013.000000 Penalty: 5339.819336
	Iteration 12Q: 3 clusters Score -8834013 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -8834179.000000 Penalty: 5339.819336
	Iteration 13Q: 3 clusters Score -8834179 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8834271.000000 Penalty: 5339.819336
	Iteration 14Q: 3 clusters Score -8834271 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -8834394.000000 Penalty: 5339.819336
	Iteration 15Q: 3 clusters Score -8834394 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -8834466.000000 Penalty: 5339.819336
	Iteration 16Q: 3 clusters Score -8834466 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -8834505.000000 Penalty: 5339.819336
	Iteration 17Q: 3 clusters Score -8834505 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -8834572.000000 Penalty: 5339.819336
	Iteration 18Q: 3 clusters Score -8834572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -8834600.000000 Penalty: 5339.819336
	Iteration 19Q: 3 clusters Score -8834600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -8834592.000000 Penalty: 5339.819336
	Iteration 20F: 3 clusters Score -8834592 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -8834603.000000 Penalty: 5339.819336
	Iteration 21Q: 3 clusters Score -8834603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -8834615.000000 Penalty: 5339.819336
	Iteration 22Q: 3 clusters Score -8834615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -8834635.000000 Penalty: 5339.819336
	Iteration 23Q: 3 clusters Score -8834635 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -8834641.000000 Penalty: 5339.819336
	Iteration 24Q: 3 clusters Score -8834641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -8834623.000000 Penalty: 5339.819336
	Iteration 25Q: 3 clusters Score -8834623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -8834620.000000 Penalty: 5339.819336
	Iteration 26Q: 3 clusters Score -8834620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -8834613.000000 Penalty: 5339.819336
	Iteration 27Q: 3 clusters Score -8834613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -8834602.000000 Penalty: 5339.819336
	Iteration 28Q: 3 clusters Score -8834602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -8834617.000000 Penalty: 5339.819336
	Iteration 29Q: 3 clusters Score -8834617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -8834606.000000 Penalty: 5339.819336
	Iteration 30Q: 3 clusters Score -8834606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -8834616.000000 Penalty: 5339.819336
	Iteration 31Q: 3 clusters Score -8834616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -8834622.000000 Penalty: 5339.819336
	Iteration 32Q: 3 clusters Score -8834622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8834624.000000 Penalty: 5339.819336
	Iteration 33Q: 3 clusters Score -8834624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -8834627.000000 Penalty: 5339.819336
	Iteration 34Q: 3 clusters Score -8834627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -8834611.000000 Penalty: 5339.819336
	Iteration 35Q: 3 clusters Score -8834611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8834624.000000 Penalty: 5339.819336
	Iteration 36Q: 3 clusters Score -8834624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8834618.000000 Penalty: 5339.819336
	Iteration 37Q: 3 clusters Score -8834618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -8834616.000000 Penalty: 5339.819336
	Iteration 38Q: 3 clusters Score -8834616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -8834609.000000 Penalty: 5339.819336
	Iteration 39Q: 3 clusters Score -8834609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -8834602.000000 Penalty: 5339.819336
	Iteration 40F: 3 clusters Score -8834602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -8834607.000000 Penalty: 5339.819336
	Iteration 41Q: 3 clusters Score -8834607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -8834609.000000 Penalty: 5339.819336
	Iteration 42Q: 3 clusters Score -8834609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8834613.000000 Penalty: 5339.819336
	Iteration 43Q: 3 clusters Score -8834613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8834612.000000 Penalty: 5339.819336
	Iteration 44Q: 3 clusters Score -8834612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -8834618.000000 Penalty: 5339.819336
	Iteration 45Q: 3 clusters Score -8834618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8834618.000000 Penalty: 5339.819336
	Iteration 46Q: 3 clusters Score -8834618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -8834615.000000 Penalty: 5339.819336
	Iteration 47Q: 3 clusters Score -8834615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -8834608.000000 Penalty: 5339.819336
	Iteration 48Q: 3 clusters Score -8834608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -8834607.000000 Penalty: 5339.819336
	Iteration 49Q: 3 clusters Score -8834607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -8834609.000000 Penalty: 5339.819336
	Iteration 50Q: 3 clusters Score -8834609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -8834612.000000 Penalty: 5339.819336
	Iteration 51Q: 3 clusters Score -8834612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -8834607.000000 Penalty: 5339.819336
	Iteration 52Q: 3 clusters Score -8834607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -8834607.000000 Penalty: 5339.819336
	Iteration 53F: 3 clusters Score -8834607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Entering Unmasked Estep 
Score: -7987690.000000 Penalty: 2646.477051
	Iteration 0F: 2 clusters Score -7987690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -7959004.500000 Penalty: 5292.954102
	Iteration 0F: 3 clusters Score -7959004 nChanged 19883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -7970207.500000 Penalty: 5292.954102
	Iteration 1F: 3 clusters Score -7970208 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -7970969.000000 Penalty: 5292.954102
	Iteration 2Q: 3 clusters Score -7970969 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -7972115.500000 Penalty: 5292.954102
	Iteration 3Q: 3 clusters Score -7972116 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -7973622.500000 Penalty: 5292.954102
	Iteration 4F: 3 clusters Score -7973622 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -7975775.500000 Penalty: 5292.954102
	Iteration 5F: 3 clusters Score -7975776 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -7978393.500000 Penalty: 5292.954102
	Iteration 6F: 3 clusters Score -7978394 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -7981315.000000 Penalty: 5292.954102
	Iteration 7F: 3 clusters Score -7981315 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -7983874.000000 Penalty: 5292.954102
	Iteration 8F: 3 clusters Score -7983874 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -7985401.500000 Penalty: 5292.954102
	Iteration 9Q: 3 clusters Score -7985402 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -7986109.000000 Penalty: 5292.954102
	Iteration 10Q: 3 clusters Score -7986109 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -7986490.000000 Penalty: 5292.954102
	Iteration 11Q: 3 clusters Score -7986490 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -7986694.000000 Penalty: 5292.954102
	Iteration 12Q: 3 clusters Score -7986694 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -7986881.000000 Penalty: 5292.954102
	Iteration 13Q: 3 clusters Score -7986881 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -7986998.500000 Penalty: 5292.954102
	Iteration 14Q: 3 clusters Score -7986998 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -7987058.000000 Penalty: 5292.954102
	Iteration 15Q: 3 clusters Score -7987058 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -7987157.500000 Penalty: 5292.954102
	Iteration 16Q: 3 clusters Score -7987158 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -7987193.500000 Penalty: 5292.954102
	Iteration 17Q: 3 clusters Score -7987194 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -7987222.000000 Penalty: 5292.954102
	Iteration 18Q: 3 clusters Score -7987222 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -7987261.500000 Penalty: 5292.954102
	Iteration 19Q: 3 clusters Score -7987262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -7987252.500000 Penalty: 5292.954102
	Iteration 20F: 3 clusters Score -7987252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -7987270.000000 Penalty: 5292.954102
	Iteration 21Q: 3 clusters Score -7987270 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -7987286.500000 Penalty: 5292.954102
	Iteration 22Q: 3 clusters Score -7987286 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -7987301.500000 Penalty: 5292.954102
	Iteration 23Q: 3 clusters Score -7987302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -7987328.000000 Penalty: 5292.954102
	Iteration 24Q: 3 clusters Score -7987328 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -7987343.000000 Penalty: 5292.954102
	Iteration 25Q: 3 clusters Score -7987343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -7987363.000000 Penalty: 5292.954102
	Iteration 26Q: 3 clusters Score -7987363 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -7987350.500000 Penalty: 5292.954102
	Iteration 27Q: 3 clusters Score -7987350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -7987362.000000 Penalty: 5292.954102
	Iteration 28Q: 3 clusters Score -7987362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -7987381.500000 Penalty: 5292.954102
	Iteration 29Q: 3 clusters Score -7987382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -7987393.500000 Penalty: 5292.954102
	Iteration 30Q: 3 clusters Score -7987394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -7987388.500000 Penalty: 5292.954102
	Iteration 31Q: 3 clusters Score -7987388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -7987418.500000 Penalty: 5292.954102
	Iteration 32Q: 3 clusters Score -7987418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -7987404.000000 Penalty: 5292.954102
	Iteration 33Q: 3 clusters Score -7987404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -7987419.000000 Penalty: 5292.954102
	Iteration 34Q: 3 clusters Score -7987419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -7987416.500000 Penalty: 5292.954102
	Iteration 35Q: 3 clusters Score -7987416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -7987425.000000 Penalty: 5292.954102
	Iteration 36Q: 3 clusters Score -7987425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -7987424.500000 Penalty: 5292.954102
	Iteration 37Q: 3 clusters Score -7987424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -7987419.500000 Penalty: 5292.954102
	Iteration 38Q: 3 clusters Score -7987420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -7987423.000000 Penalty: 5292.954102
	Iteration 39Q: 3 clusters Score -7987423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -7987423.500000 Penalty: 5292.954102
	Iteration 40F: 3 clusters Score -7987424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -7987421.500000 Penalty: 5292.954102
	Iteration 41Q: 3 clusters Score -7987422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -7987409.000000 Penalty: 5292.954102
	Iteration 42Q: 3 clusters Score -7987409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -7987403.500000 Penalty: 5292.954102
	Iteration 43Q: 3 clusters Score -7987404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -7987398.000000 Penalty: 5292.954102
	Iteration 44Q: 3 clusters Score -7987398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -7987408.500000 Penalty: 5292.954102
	Iteration 45Q: 3 clusters Score -7987408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -7987410.000000 Penalty: 5292.954102
	Iteration 46Q: 3 clusters Score -7987410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -7987415.500000 Penalty: 5292.954102
	Iteration 47Q: 3 clusters Score -7987416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -7987426.500000 Penalty: 5292.954102
	Iteration 48Q: 3 clusters Score -7987426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -7987428.000000 Penalty: 5292.954102
	Iteration 49Q: 3 clusters Score -7987428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -7987437.000000 Penalty: 5292.954102
	Iteration 50Q: 3 clusters Score -7987437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -7987441.500000 Penalty: 5292.954102
	Iteration 51Q: 3 clusters Score -7987442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -7987448.500000 Penalty: 5292.954102
	Iteration 52Q: 3 clusters Score -7987448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -7987438.000000 Penalty: 5292.954102
	Iteration 53Q: 3 clusters Score -7987438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -7987450.000000 Penalty: 5292.954102
	Iteration 54Q: 3 clusters Score -7987450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -7987461.000000 Penalty: 5292.954102
	Iteration 55Q: 3 clusters Score -7987461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -7987448.500000 Penalty: 5292.954102
	Iteration 56Q: 3 clusters Score -7987448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -7987456.000000 Penalty: 5292.954102
	Iteration 57Q: 3 clusters Score -7987456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -7987460.000000 Penalty: 5292.954102
	Iteration 58Q: 3 clusters Score -7987460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -7987460.500000 Penalty: 5292.954102
	Iteration 59Q: 3 clusters Score -7987460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -7987461.000000 Penalty: 5292.954102
	Iteration 60F: 3 clusters Score -7987461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -7987473.000000 Penalty: 5292.954102
	Iteration 61Q: 3 clusters Score -7987473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -7987448.000000 Penalty: 5292.954102
	Iteration 62Q: 3 clusters Score -7987448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -7987470.500000 Penalty: 5292.954102
	Iteration 63Q: 3 clusters Score -7987470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -7987469.000000 Penalty: 5292.954102
	Iteration 64Q: 3 clusters Score -7987469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -7987462.500000 Penalty: 5292.954102
	Iteration 65Q: 3 clusters Score -7987462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -7987475.500000 Penalty: 5292.954102
	Iteration 66Q: 3 clusters Score -7987476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -7987480.500000 Penalty: 5292.954102
	Iteration 67Q: 3 clusters Score -7987480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -7987484.500000 Penalty: 5292.954102
	Iteration 68Q: 3 clusters Score -7987484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -7987483.000000 Penalty: 5292.954102
	Iteration 69Q: 3 clusters Score -7987483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -7987473.500000 Penalty: 5292.954102
	Iteration 70Q: 3 clusters Score -7987474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -7987476.000000 Penalty: 5292.954102
	Iteration 71Q: 3 clusters Score -7987476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -7987487.000000 Penalty: 5292.954102
	Iteration 72Q: 3 clusters Score -7987487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -7987485.500000 Penalty: 5292.954102
	Iteration 73Q: 3 clusters Score -7987486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -7987485.500000 Penalty: 5292.954102
	Iteration 74Q: 3 clusters Score -7987486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -7987497.000000 Penalty: 5292.954102
	Iteration 75Q: 3 clusters Score -7987497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -7987486.500000 Penalty: 5292.954102
	Iteration 76Q: 3 clusters Score -7987486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -7987490.000000 Penalty: 5292.954102
	Iteration 77Q: 3 clusters Score -7987490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -7987476.500000 Penalty: 5292.954102
	Iteration 78Q: 3 clusters Score -7987476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -7987477.500000 Penalty: 5292.954102
	Iteration 79Q: 3 clusters Score -7987478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -7987487.500000 Penalty: 5292.954102
	Iteration 80F: 3 clusters Score -7987488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -7987488.000000 Penalty: 5292.954102
	Iteration 81Q: 3 clusters Score -7987488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -7987481.500000 Penalty: 5292.954102
	Iteration 82Q: 3 clusters Score -7987482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -7987503.500000 Penalty: 5292.954102
	Iteration 83Q: 3 clusters Score -7987504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -7987501.500000 Penalty: 5292.954102
	Iteration 84Q: 3 clusters Score -7987502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -7987499.500000 Penalty: 5292.954102
	Iteration 85Q: 3 clusters Score -7987500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -7987492.000000 Penalty: 5292.954102
	Iteration 86Q: 3 clusters Score -7987492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -7987472.000000 Penalty: 5292.954102
	Iteration 87Q: 3 clusters Score -7987472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -7987478.000000 Penalty: 5292.954102
	Iteration 88Q: 3 clusters Score -7987478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -7987481.500000 Penalty: 5292.954102
	Iteration 89Q: 3 clusters Score -7987482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -7987465.000000 Penalty: 5292.954102
	Iteration 90Q: 3 clusters Score -7987465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -7987466.500000 Penalty: 5292.954102
	Iteration 91Q: 3 clusters Score -7987466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -7987469.000000 Penalty: 5292.954102
	Iteration 92Q: 3 clusters Score -7987469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -7987461.000000 Penalty: 5292.954102
	Iteration 93Q: 3 clusters Score -7987461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -7987466.000000 Penalty: 5292.954102
	Iteration 94Q: 3 clusters Score -7987466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -7987461.500000 Penalty: 5292.954102
	Iteration 95Q: 3 clusters Score -7987462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -7987478.000000 Penalty: 5292.954102
	Iteration 96Q: 3 clusters Score -7987478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -7987466.500000 Penalty: 5292.954102
	Iteration 97Q: 3 clusters Score -7987466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -7987466.500000 Penalty: 5292.954102
	Iteration 98Q: 3 clusters Score -7987466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -7987470.500000 Penalty: 5292.954102
	Iteration 99Q: 3 clusters Score -7987470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -7987470.500000 Penalty: 5292.954102
	Iteration 100F: 3 clusters Score -7987470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -7987467.500000 Penalty: 5292.954102
	Iteration 101Q: 3 clusters Score -7987468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -7987471.500000 Penalty: 5292.954102
	Iteration 102Q: 3 clusters Score -7987472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -7987478.500000 Penalty: 5292.954102
	Iteration 103Q: 3 clusters Score -7987478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -7987481.500000 Penalty: 5292.954102
	Iteration 104Q: 3 clusters Score -7987482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -7987484.000000 Penalty: 5292.954102
	Iteration 105Q: 3 clusters Score -7987484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -7987481.500000 Penalty: 5292.954102
	Iteration 106Q: 3 clusters Score -7987482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -7987486.500000 Penalty: 5292.954102
	Iteration 107Q: 3 clusters Score -7987486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7987495.500000 Penalty: 5292.954102
	Iteration 108Q: 3 clusters Score -7987496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7987500.500000 Penalty: 5292.954102
	Iteration 109Q: 3 clusters Score -7987500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -7987506.500000 Penalty: 5292.954102
	Iteration 110Q: 3 clusters Score -7987506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -7987498.500000 Penalty: 5292.954102
	Iteration 111Q: 3 clusters Score -7987498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -7987495.000000 Penalty: 5292.954102
	Iteration 112Q: 3 clusters Score -7987495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -7987497.500000 Penalty: 5292.954102
	Iteration 113Q: 3 clusters Score -7987498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -7987506.500000 Penalty: 5292.954102
	Iteration 114Q: 3 clusters Score -7987506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -7987506.500000 Penalty: 5292.954102
	Iteration 115Q: 3 clusters Score -7987506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7987496.500000 Penalty: 5292.954102
	Iteration 116Q: 3 clusters Score -7987496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -7987504.000000 Penalty: 5292.954102
	Iteration 117Q: 3 clusters Score -7987504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -7987495.000000 Penalty: 5292.954102
	Iteration 118Q: 3 clusters Score -7987495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -7987493.000000 Penalty: 5292.954102
	Iteration 119Q: 3 clusters Score -7987493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -7987488.500000 Penalty: 5292.954102
	Iteration 120F: 3 clusters Score -7987488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -7987489.500000 Penalty: 5292.954102
	Iteration 121Q: 3 clusters Score -7987490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -7987488.500000 Penalty: 5292.954102
	Iteration 122Q: 3 clusters Score -7987488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -7987491.500000 Penalty: 5292.954102
	Iteration 123Q: 3 clusters Score -7987492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -7987483.500000 Penalty: 5292.954102
	Iteration 124Q: 3 clusters Score -7987484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -7987479.500000 Penalty: 5292.954102
	Iteration 125Q: 3 clusters Score -7987480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -7987482.000000 Penalty: 5292.954102
	Iteration 126Q: 3 clusters Score -7987482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -7987480.500000 Penalty: 5292.954102
	Iteration 127Q: 3 clusters Score -7987480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -7987488.500000 Penalty: 5292.954102
	Iteration 128Q: 3 clusters Score -7987488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -7987484.000000 Penalty: 5292.954102
	Iteration 129Q: 3 clusters Score -7987484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -7987484.000000 Penalty: 5292.954102
	Iteration 130F: 3 clusters Score -7987484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Entering Unmasked Estep 
Score: -8091647.000000 Penalty: 2649.945312
	Iteration 0F: 2 clusters Score -8091647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -8062984.000000 Penalty: 5299.890625
	Iteration 0F: 3 clusters Score -8062984 nChanged 19993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -8074086.500000 Penalty: 5299.890625
	Iteration 1F: 3 clusters Score -8074086 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -8074578.000000 Penalty: 5299.890625
	Iteration 2Q: 3 clusters Score -8074578 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -8075119.000000 Penalty: 5299.890625
	Iteration 3Q: 3 clusters Score -8075119 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -8075560.500000 Penalty: 5299.890625
	Iteration 4Q: 3 clusters Score -8075560 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -8075977.000000 Penalty: 5299.890625
	Iteration 5Q: 3 clusters Score -8075977 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -8076379.000000 Penalty: 5299.890625
	Iteration 6Q: 3 clusters Score -8076379 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -8076834.000000 Penalty: 5299.890625
	Iteration 7Q: 3 clusters Score -8076834 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -8077326.000000 Penalty: 5299.890625
	Iteration 8Q: 3 clusters Score -8077326 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -8077978.000000 Penalty: 5299.890625
	Iteration 9Q: 3 clusters Score -8077978 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -8078922.000000 Penalty: 5299.890625
	Iteration 10Q: 3 clusters Score -8078922 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -8080215.000000 Penalty: 5299.890625
	Iteration 11Q: 3 clusters Score -8080215 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -8081744.000000 Penalty: 5299.890625
	Iteration 12F: 3 clusters Score -8081744 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -8083308.500000 Penalty: 5299.890625
	Iteration 13Q: 3 clusters Score -8083308 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -8084433.000000 Penalty: 5299.890625
	Iteration 14Q: 3 clusters Score -8084433 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -8085153.500000 Penalty: 5299.890625
	Iteration 15Q: 3 clusters Score -8085154 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -8085575.000000 Penalty: 5299.890625
	Iteration 16Q: 3 clusters Score -8085575 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -8085957.000000 Penalty: 5299.890625
	Iteration 17Q: 3 clusters Score -8085957 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -8086270.500000 Penalty: 5299.890625
	Iteration 18Q: 3 clusters Score -8086270 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -8086598.000000 Penalty: 5299.890625
	Iteration 19Q: 3 clusters Score -8086598 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -8086981.500000 Penalty: 5299.890625
	Iteration 20F: 3 clusters Score -8086982 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -8087257.500000 Penalty: 5299.890625
	Iteration 21Q: 3 clusters Score -8087258 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -8087603.000000 Penalty: 5299.890625
	Iteration 22Q: 3 clusters Score -8087603 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -8087898.000000 Penalty: 5299.890625
	Iteration 23Q: 3 clusters Score -8087898 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -8088125.000000 Penalty: 5299.890625
	Iteration 24Q: 3 clusters Score -8088125 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -8088331.000000 Penalty: 5299.890625
	Iteration 25Q: 3 clusters Score -8088331 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -8088530.000000 Penalty: 5299.890625
	Iteration 26Q: 3 clusters Score -8088530 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -8088659.500000 Penalty: 5299.890625
	Iteration 27Q: 3 clusters Score -8088660 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -8088748.500000 Penalty: 5299.890625
	Iteration 28Q: 3 clusters Score -8088748 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -8088830.500000 Penalty: 5299.890625
	Iteration 29Q: 3 clusters Score -8088830 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -8088910.000000 Penalty: 5299.890625
	Iteration 30Q: 3 clusters Score -8088910 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -8088959.000000 Penalty: 5299.890625
	Iteration 31Q: 3 clusters Score -8088959 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -8089023.000000 Penalty: 5299.890625
	Iteration 32Q: 3 clusters Score -8089023 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -8089060.500000 Penalty: 5299.890625
	Iteration 33Q: 3 clusters Score -8089060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -8089104.500000 Penalty: 5299.890625
	Iteration 34Q: 3 clusters Score -8089104 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -8089141.000000 Penalty: 5299.890625
	Iteration 35Q: 3 clusters Score -8089141 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -8089193.500000 Penalty: 5299.890625
	Iteration 36Q: 3 clusters Score -8089194 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -8089250.000000 Penalty: 5299.890625
	Iteration 37Q: 3 clusters Score -8089250 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -8089277.000000 Penalty: 5299.890625
	Iteration 38Q: 3 clusters Score -8089277 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -8089290.500000 Penalty: 5299.890625
	Iteration 39Q: 3 clusters Score -8089290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -8089308.000000 Penalty: 5299.890625
	Iteration 40F: 3 clusters Score -8089308 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -8089334.500000 Penalty: 5299.890625
	Iteration 41Q: 3 clusters Score -8089334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -8089340.000000 Penalty: 5299.890625
	Iteration 42Q: 3 clusters Score -8089340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -8089370.500000 Penalty: 5299.890625
	Iteration 43Q: 3 clusters Score -8089370 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -8089382.000000 Penalty: 5299.890625
	Iteration 44Q: 3 clusters Score -8089382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -8089393.000000 Penalty: 5299.890625
	Iteration 45Q: 3 clusters Score -8089393 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -8089380.500000 Penalty: 5299.890625
	Iteration 46Q: 3 clusters Score -8089380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -8089386.500000 Penalty: 5299.890625
	Iteration 47Q: 3 clusters Score -8089386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -8089413.500000 Penalty: 5299.890625
	Iteration 48Q: 3 clusters Score -8089414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -8089407.500000 Penalty: 5299.890625
	Iteration 49Q: 3 clusters Score -8089408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -8089427.000000 Penalty: 5299.890625
	Iteration 50Q: 3 clusters Score -8089427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -8089438.000000 Penalty: 5299.890625
	Iteration 51Q: 3 clusters Score -8089438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -8089458.000000 Penalty: 5299.890625
	Iteration 52Q: 3 clusters Score -8089458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -8089457.000000 Penalty: 5299.890625
	Iteration 53Q: 3 clusters Score -8089457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -8089476.500000 Penalty: 5299.890625
	Iteration 54Q: 3 clusters Score -8089476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -8089478.500000 Penalty: 5299.890625
	Iteration 55Q: 3 clusters Score -8089478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -8089503.000000 Penalty: 5299.890625
	Iteration 56Q: 3 clusters Score -8089503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -8089527.000000 Penalty: 5299.890625
	Iteration 57Q: 3 clusters Score -8089527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -8089521.500000 Penalty: 5299.890625
	Iteration 58Q: 3 clusters Score -8089522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -8089528.000000 Penalty: 5299.890625
	Iteration 59Q: 3 clusters Score -8089528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -8089530.000000 Penalty: 5299.890625
	Iteration 60F: 3 clusters Score -8089530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -8089538.000000 Penalty: 5299.890625
	Iteration 61Q: 3 clusters Score -8089538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -8089553.000000 Penalty: 5299.890625
	Iteration 62Q: 3 clusters Score -8089553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -8089545.500000 Penalty: 5299.890625
	Iteration 63Q: 3 clusters Score -8089546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -8089572.500000 Penalty: 5299.890625
	Iteration 64Q: 3 clusters Score -8089572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -8089570.500000 Penalty: 5299.890625
	Iteration 65Q: 3 clusters Score -8089570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -8089573.000000 Penalty: 5299.890625
	Iteration 66Q: 3 clusters Score -8089573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -8089595.000000 Penalty: 5299.890625
	Iteration 67Q: 3 clusters Score -8089595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -8089593.500000 Penalty: 5299.890625
	Iteration 68Q: 3 clusters Score -8089594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -8089592.500000 Penalty: 5299.890625
	Iteration 69Q: 3 clusters Score -8089592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -8089604.500000 Penalty: 5299.890625
	Iteration 70Q: 3 clusters Score -8089604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -8089594.500000 Penalty: 5299.890625
	Iteration 71Q: 3 clusters Score -8089594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -8089610.000000 Penalty: 5299.890625
	Iteration 72Q: 3 clusters Score -8089610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -8089639.000000 Penalty: 5299.890625
	Iteration 73Q: 3 clusters Score -8089639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -8089629.000000 Penalty: 5299.890625
	Iteration 74Q: 3 clusters Score -8089629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -8089659.000000 Penalty: 5299.890625
	Iteration 75Q: 3 clusters Score -8089659 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -8089668.500000 Penalty: 5299.890625
	Iteration 76Q: 3 clusters Score -8089668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -8089683.500000 Penalty: 5299.890625
	Iteration 77Q: 3 clusters Score -8089684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -8089693.000000 Penalty: 5299.890625
	Iteration 78Q: 3 clusters Score -8089693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -8089700.500000 Penalty: 5299.890625
	Iteration 79Q: 3 clusters Score -8089700 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -8089719.000000 Penalty: 5299.890625
	Iteration 80F: 3 clusters Score -8089719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -8089750.500000 Penalty: 5299.890625
	Iteration 81Q: 3 clusters Score -8089750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -8089742.500000 Penalty: 5299.890625
	Iteration 82Q: 3 clusters Score -8089742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -8089745.000000 Penalty: 5299.890625
	Iteration 83Q: 3 clusters Score -8089745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -8089758.500000 Penalty: 5299.890625
	Iteration 84Q: 3 clusters Score -8089758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -8089761.000000 Penalty: 5299.890625
	Iteration 85Q: 3 clusters Score -8089761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8089765.500000 Penalty: 5299.890625
	Iteration 86Q: 3 clusters Score -8089766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -8089771.500000 Penalty: 5299.890625
	Iteration 87Q: 3 clusters Score -8089772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -8089768.000000 Penalty: 5299.890625
	Iteration 88Q: 3 clusters Score -8089768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -8089783.000000 Penalty: 5299.890625
	Iteration 89Q: 3 clusters Score -8089783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -8089784.500000 Penalty: 5299.890625
	Iteration 90Q: 3 clusters Score -8089784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -8089780.000000 Penalty: 5299.890625
	Iteration 91Q: 3 clusters Score -8089780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -8089776.500000 Penalty: 5299.890625
	Iteration 92Q: 3 clusters Score -8089776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -8089770.500000 Penalty: 5299.890625
	Iteration 93Q: 3 clusters Score -8089770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -8089793.000000 Penalty: 5299.890625
	Iteration 94Q: 3 clusters Score -8089793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8089806.500000 Penalty: 5299.890625
	Iteration 95Q: 3 clusters Score -8089806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8089803.000000 Penalty: 5299.890625
	Iteration 96Q: 3 clusters Score -8089803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -8089823.000000 Penalty: 5299.890625
	Iteration 97Q: 3 clusters Score -8089823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -8089816.000000 Penalty: 5299.890625
	Iteration 98Q: 3 clusters Score -8089816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -8089830.500000 Penalty: 5299.890625
	Iteration 99Q: 3 clusters Score -8089830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -8089828.000000 Penalty: 5299.890625
	Iteration 100F: 3 clusters Score -8089828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -8089826.000000 Penalty: 5299.890625
	Iteration 101Q: 3 clusters Score -8089826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -8089836.500000 Penalty: 5299.890625
	Iteration 102Q: 3 clusters Score -8089836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -8089845.500000 Penalty: 5299.890625
	Iteration 103Q: 3 clusters Score -8089846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -8089848.000000 Penalty: 5299.890625
	Iteration 104Q: 3 clusters Score -8089848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -8089858.000000 Penalty: 5299.890625
	Iteration 105Q: 3 clusters Score -8089858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -8089845.000000 Penalty: 5299.890625
	Iteration 106Q: 3 clusters Score -8089845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -8089845.500000 Penalty: 5299.890625
	Iteration 107Q: 3 clusters Score -8089846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -8089838.000000 Penalty: 5299.890625
	Iteration 108Q: 3 clusters Score -8089838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -8089850.000000 Penalty: 5299.890625
	Iteration 109Q: 3 clusters Score -8089850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8089856.000000 Penalty: 5299.890625
	Iteration 110Q: 3 clusters Score -8089856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -8089867.500000 Penalty: 5299.890625
	Iteration 111Q: 3 clusters Score -8089868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -8089883.500000 Penalty: 5299.890625
	Iteration 112Q: 3 clusters Score -8089884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -8089880.500000 Penalty: 5299.890625
	Iteration 113Q: 3 clusters Score -8089880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -8089871.000000 Penalty: 5299.890625
	Iteration 114Q: 3 clusters Score -8089871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -8089876.000000 Penalty: 5299.890625
	Iteration 115Q: 3 clusters Score -8089876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -8089882.500000 Penalty: 5299.890625
	Iteration 116Q: 3 clusters Score -8089882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -8089865.500000 Penalty: 5299.890625
	Iteration 117Q: 3 clusters Score -8089866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8089868.000000 Penalty: 5299.890625
	Iteration 118Q: 3 clusters Score -8089868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -8089873.000000 Penalty: 5299.890625
	Iteration 119Q: 3 clusters Score -8089873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8089891.000000 Penalty: 5299.890625
	Iteration 120F: 3 clusters Score -8089891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -8089894.000000 Penalty: 5299.890625
	Iteration 121Q: 3 clusters Score -8089894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -8089896.500000 Penalty: 5299.890625
	Iteration 122Q: 3 clusters Score -8089896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -8089886.000000 Penalty: 5299.890625
	Iteration 123Q: 3 clusters Score -8089886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -8089904.500000 Penalty: 5299.890625
	Iteration 124Q: 3 clusters Score -8089904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8089903.000000 Penalty: 5299.890625
	Iteration 125Q: 3 clusters Score -8089903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -8089892.500000 Penalty: 5299.890625
	Iteration 126Q: 3 clusters Score -8089892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -8089891.500000 Penalty: 5299.890625
	Iteration 127Q: 3 clusters Score -8089892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -8089906.000000 Penalty: 5299.890625
	Iteration 128Q: 3 clusters Score -8089906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -8089894.500000 Penalty: 5299.890625
	Iteration 129Q: 3 clusters Score -8089894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8089900.000000 Penalty: 5299.890625
	Iteration 130Q: 3 clusters Score -8089900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8089894.500000 Penalty: 5299.890625
	Iteration 131Q: 3 clusters Score -8089894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -8089907.000000 Penalty: 5299.890625
	Iteration 132Q: 3 clusters Score -8089907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -8089918.000000 Penalty: 5299.890625
	Iteration 133Q: 3 clusters Score -8089918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -8089919.000000 Penalty: 5299.890625
	Iteration 134Q: 3 clusters Score -8089919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -8089910.500000 Penalty: 5299.890625
	Iteration 135Q: 3 clusters Score -8089910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -8089907.000000 Penalty: 5299.890625
	Iteration 136Q: 3 clusters Score -8089907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8089903.500000 Penalty: 5299.890625
	Iteration 137Q: 3 clusters Score -8089904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -8089902.500000 Penalty: 5299.890625
	Iteration 138Q: 3 clusters Score -8089902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -8089907.000000 Penalty: 5299.890625
	Iteration 139Q: 3 clusters Score -8089907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -8089905.500000 Penalty: 5299.890625
	Iteration 140F: 3 clusters Score -8089906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Entering Unmasked Estep 
Score: -8837233.000000 Penalty: 2669.280762
	Iteration 0F: 2 clusters Score -8837233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -8808185.000000 Penalty: 5338.561523
	Iteration 0F: 3 clusters Score -8808185 nChanged 21886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -8820237.000000 Penalty: 5338.561523
	Iteration 1F: 3 clusters Score -8820237 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -8820941.000000 Penalty: 5338.561523
	Iteration 2Q: 3 clusters Score -8820941 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -8821973.000000 Penalty: 5338.561523
	Iteration 3Q: 3 clusters Score -8821973 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -8823315.000000 Penalty: 5338.561523
	Iteration 4F: 3 clusters Score -8823315 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -8824925.000000 Penalty: 5338.561523
	Iteration 5F: 3 clusters Score -8824925 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -8826671.000000 Penalty: 5338.561523
	Iteration 6F: 3 clusters Score -8826671 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -8828295.000000 Penalty: 5338.561523
	Iteration 7F: 3 clusters Score -8828295 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -8829545.000000 Penalty: 5338.561523
	Iteration 8F: 3 clusters Score -8829545 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -8830548.000000 Penalty: 5338.561523
	Iteration 9Q: 3 clusters Score -8830548 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -8831012.000000 Penalty: 5338.561523
	Iteration 10Q: 3 clusters Score -8831012 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -8831210.000000 Penalty: 5338.561523
	Iteration 11Q: 3 clusters Score -8831210 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -8831334.000000 Penalty: 5338.561523
	Iteration 12Q: 3 clusters Score -8831334 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -8831427.000000 Penalty: 5338.561523
	Iteration 13Q: 3 clusters Score -8831427 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -8831479.000000 Penalty: 5338.561523
	Iteration 14Q: 3 clusters Score -8831479 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -8831495.000000 Penalty: 5338.561523
	Iteration 15Q: 3 clusters Score -8831495 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -8831549.000000 Penalty: 5338.561523
	Iteration 16Q: 3 clusters Score -8831549 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8831635.000000 Penalty: 5338.561523
	Iteration 17Q: 3 clusters Score -8831635 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -8831641.000000 Penalty: 5338.561523
	Iteration 18Q: 3 clusters Score -8831641 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -8831671.000000 Penalty: 5338.561523
	Iteration 19Q: 3 clusters Score -8831671 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -8831685.000000 Penalty: 5338.561523
	Iteration 20F: 3 clusters Score -8831685 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -8831711.000000 Penalty: 5338.561523
	Iteration 21Q: 3 clusters Score -8831711 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -8831740.000000 Penalty: 5338.561523
	Iteration 22Q: 3 clusters Score -8831740 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8831762.000000 Penalty: 5338.561523
	Iteration 23Q: 3 clusters Score -8831762 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8831768.000000 Penalty: 5338.561523
	Iteration 24Q: 3 clusters Score -8831768 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -8831809.000000 Penalty: 5338.561523
	Iteration 25Q: 3 clusters Score -8831809 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -8831825.000000 Penalty: 5338.561523
	Iteration 26Q: 3 clusters Score -8831825 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -8831812.000000 Penalty: 5338.561523
	Iteration 27Q: 3 clusters Score -8831812 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -8831843.000000 Penalty: 5338.561523
	Iteration 28Q: 3 clusters Score -8831843 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -8831876.000000 Penalty: 5338.561523
	Iteration 29Q: 3 clusters Score -8831876 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -8831873.000000 Penalty: 5338.561523
	Iteration 30Q: 3 clusters Score -8831873 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -8831926.000000 Penalty: 5338.561523
	Iteration 31Q: 3 clusters Score -8831926 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -8831961.000000 Penalty: 5338.561523
	Iteration 32Q: 3 clusters Score -8831961 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -8831989.000000 Penalty: 5338.561523
	Iteration 33Q: 3 clusters Score -8831989 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -8832016.000000 Penalty: 5338.561523
	Iteration 34Q: 3 clusters Score -8832016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -8832042.000000 Penalty: 5338.561523
	Iteration 35Q: 3 clusters Score -8832042 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -8832075.000000 Penalty: 5338.561523
	Iteration 36Q: 3 clusters Score -8832075 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -8832066.000000 Penalty: 5338.561523
	Iteration 37Q: 3 clusters Score -8832066 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -8832077.000000 Penalty: 5338.561523
	Iteration 38Q: 3 clusters Score -8832077 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -8832083.000000 Penalty: 5338.561523
	Iteration 39Q: 3 clusters Score -8832083 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -8832082.000000 Penalty: 5338.561523
	Iteration 40F: 3 clusters Score -8832082 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -8832087.000000 Penalty: 5338.561523
	Iteration 41Q: 3 clusters Score -8832087 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -8832097.000000 Penalty: 5338.561523
	Iteration 42Q: 3 clusters Score -8832097 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -8832106.000000 Penalty: 5338.561523
	Iteration 43Q: 3 clusters Score -8832106 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -8832132.000000 Penalty: 5338.561523
	Iteration 44Q: 3 clusters Score -8832132 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -8832160.000000 Penalty: 5338.561523
	Iteration 45Q: 3 clusters Score -8832160 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -8832169.000000 Penalty: 5338.561523
	Iteration 46Q: 3 clusters Score -8832169 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -8832190.000000 Penalty: 5338.561523
	Iteration 47Q: 3 clusters Score -8832190 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -8832230.000000 Penalty: 5338.561523
	Iteration 48Q: 3 clusters Score -8832230 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -8832243.000000 Penalty: 5338.561523
	Iteration 49Q: 3 clusters Score -8832243 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -8832240.000000 Penalty: 5338.561523
	Iteration 50Q: 3 clusters Score -8832240 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -8832283.000000 Penalty: 5338.561523
	Iteration 51Q: 3 clusters Score -8832283 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -8832296.000000 Penalty: 5338.561523
	Iteration 52Q: 3 clusters Score -8832296 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -8832323.000000 Penalty: 5338.561523
	Iteration 53Q: 3 clusters Score -8832323 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -8832336.000000 Penalty: 5338.561523
	Iteration 54Q: 3 clusters Score -8832336 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -8832330.000000 Penalty: 5338.561523
	Iteration 55Q: 3 clusters Score -8832330 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -8832337.000000 Penalty: 5338.561523
	Iteration 56Q: 3 clusters Score -8832337 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -8832325.000000 Penalty: 5338.561523
	Iteration 57Q: 3 clusters Score -8832325 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -8832386.000000 Penalty: 5338.561523
	Iteration 58Q: 3 clusters Score -8832386 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -8832409.000000 Penalty: 5338.561523
	Iteration 59Q: 3 clusters Score -8832409 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -8832439.000000 Penalty: 5338.561523
	Iteration 60F: 3 clusters Score -8832439 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -8832421.000000 Penalty: 5338.561523
	Iteration 61Q: 3 clusters Score -8832421 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -8832430.000000 Penalty: 5338.561523
	Iteration 62Q: 3 clusters Score -8832430 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -8832447.000000 Penalty: 5338.561523
	Iteration 63Q: 3 clusters Score -8832447 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -8832461.000000 Penalty: 5338.561523
	Iteration 64Q: 3 clusters Score -8832461 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -8832475.000000 Penalty: 5338.561523
	Iteration 65Q: 3 clusters Score -8832475 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -8832488.000000 Penalty: 5338.561523
	Iteration 66Q: 3 clusters Score -8832488 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -8832514.000000 Penalty: 5338.561523
	Iteration 67Q: 3 clusters Score -8832514 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -8832520.000000 Penalty: 5338.561523
	Iteration 68Q: 3 clusters Score -8832520 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -8832540.000000 Penalty: 5338.561523
	Iteration 69Q: 3 clusters Score -8832540 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -8832548.000000 Penalty: 5338.561523
	Iteration 70Q: 3 clusters Score -8832548 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -8832596.000000 Penalty: 5338.561523
	Iteration 71Q: 3 clusters Score -8832596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -8832642.000000 Penalty: 5338.561523
	Iteration 72Q: 3 clusters Score -8832642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -8832654.000000 Penalty: 5338.561523
	Iteration 73Q: 3 clusters Score -8832654 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -8832689.000000 Penalty: 5338.561523
	Iteration 74Q: 3 clusters Score -8832689 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -8832704.000000 Penalty: 5338.561523
	Iteration 75Q: 3 clusters Score -8832704 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -8832719.000000 Penalty: 5338.561523
	Iteration 76Q: 3 clusters Score -8832719 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -8832741.000000 Penalty: 5338.561523
	Iteration 77Q: 3 clusters Score -8832741 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -8832749.000000 Penalty: 5338.561523
	Iteration 78Q: 3 clusters Score -8832749 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -8832770.000000 Penalty: 5338.561523
	Iteration 79Q: 3 clusters Score -8832770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -8832775.000000 Penalty: 5338.561523
	Iteration 80F: 3 clusters Score -8832775 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -8832771.000000 Penalty: 5338.561523
	Iteration 81Q: 3 clusters Score -8832771 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -8832782.000000 Penalty: 5338.561523
	Iteration 82Q: 3 clusters Score -8832782 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -8832801.000000 Penalty: 5338.561523
	Iteration 83Q: 3 clusters Score -8832801 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -8832824.000000 Penalty: 5338.561523
	Iteration 84Q: 3 clusters Score -8832824 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -8832843.000000 Penalty: 5338.561523
	Iteration 85Q: 3 clusters Score -8832843 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -8832860.000000 Penalty: 5338.561523
	Iteration 86Q: 3 clusters Score -8832860 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -8832886.000000 Penalty: 5338.561523
	Iteration 87Q: 3 clusters Score -8832886 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -8832896.000000 Penalty: 5338.561523
	Iteration 88Q: 3 clusters Score -8832896 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -8832891.000000 Penalty: 5338.561523
	Iteration 89Q: 3 clusters Score -8832891 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -8832886.000000 Penalty: 5338.561523
	Iteration 90Q: 3 clusters Score -8832886 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -8832900.000000 Penalty: 5338.561523
	Iteration 91Q: 3 clusters Score -8832900 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -8832914.000000 Penalty: 5338.561523
	Iteration 92Q: 3 clusters Score -8832914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -8832935.000000 Penalty: 5338.561523
	Iteration 93Q: 3 clusters Score -8832935 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -8832971.000000 Penalty: 5338.561523
	Iteration 94Q: 3 clusters Score -8832971 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -8832968.000000 Penalty: 5338.561523
	Iteration 95Q: 3 clusters Score -8832968 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -8832980.000000 Penalty: 5338.561523
	Iteration 96Q: 3 clusters Score -8832980 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -8832981.000000 Penalty: 5338.561523
	Iteration 97Q: 3 clusters Score -8832981 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -8832997.000000 Penalty: 5338.561523
	Iteration 98Q: 3 clusters Score -8832997 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -8833005.000000 Penalty: 5338.561523
	Iteration 99Q: 3 clusters Score -8833005 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -8833004.000000 Penalty: 5338.561523
	Iteration 100F: 3 clusters Score -8833004 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -8833034.000000 Penalty: 5338.561523
	Iteration 101Q: 3 clusters Score -8833034 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -8833043.000000 Penalty: 5338.561523
	Iteration 102Q: 3 clusters Score -8833043 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -8833046.000000 Penalty: 5338.561523
	Iteration 103Q: 3 clusters Score -8833046 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -8833063.000000 Penalty: 5338.561523
	Iteration 104Q: 3 clusters Score -8833063 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -8833086.000000 Penalty: 5338.561523
	Iteration 105Q: 3 clusters Score -8833086 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -8833106.000000 Penalty: 5338.561523
	Iteration 106Q: 3 clusters Score -8833106 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -8833137.000000 Penalty: 5338.561523
	Iteration 107Q: 3 clusters Score -8833137 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -8833142.000000 Penalty: 5338.561523
	Iteration 108Q: 3 clusters Score -8833142 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -8833148.000000 Penalty: 5338.561523
	Iteration 109Q: 3 clusters Score -8833148 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -8833166.000000 Penalty: 5338.561523
	Iteration 110Q: 3 clusters Score -8833166 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -8833209.000000 Penalty: 5338.561523
	Iteration 111Q: 3 clusters Score -8833209 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -8833231.000000 Penalty: 5338.561523
	Iteration 112Q: 3 clusters Score -8833231 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -8833248.000000 Penalty: 5338.561523
	Iteration 113Q: 3 clusters Score -8833248 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -8833272.000000 Penalty: 5338.561523
	Iteration 114Q: 3 clusters Score -8833272 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -8833282.000000 Penalty: 5338.561523
	Iteration 115Q: 3 clusters Score -8833282 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -8833306.000000 Penalty: 5338.561523
	Iteration 116Q: 3 clusters Score -8833306 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -8833295.000000 Penalty: 5338.561523
	Iteration 117Q: 3 clusters Score -8833295 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -8833331.000000 Penalty: 5338.561523
	Iteration 118Q: 3 clusters Score -8833331 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -8833373.000000 Penalty: 5338.561523
	Iteration 119Q: 3 clusters Score -8833373 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -8833395.000000 Penalty: 5338.561523
	Iteration 120F: 3 clusters Score -8833395 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -8833420.000000 Penalty: 5338.561523
	Iteration 121Q: 3 clusters Score -8833420 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -8833432.000000 Penalty: 5338.561523
	Iteration 122Q: 3 clusters Score -8833432 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -8833474.000000 Penalty: 5338.561523
	Iteration 123Q: 3 clusters Score -8833474 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -8833492.000000 Penalty: 5338.561523
	Iteration 124Q: 3 clusters Score -8833492 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -8833529.000000 Penalty: 5338.561523
	Iteration 125Q: 3 clusters Score -8833529 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -8833569.000000 Penalty: 5338.561523
	Iteration 126Q: 3 clusters Score -8833569 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -8833653.000000 Penalty: 5338.561523
	Iteration 127Q: 3 clusters Score -8833653 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -8833692.000000 Penalty: 5338.561523
	Iteration 128Q: 3 clusters Score -8833692 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -8833723.000000 Penalty: 5338.561523
	Iteration 129Q: 3 clusters Score -8833723 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -8833772.000000 Penalty: 5338.561523
	Iteration 130Q: 3 clusters Score -8833772 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -8833872.000000 Penalty: 5338.561523
	Iteration 131Q: 3 clusters Score -8833872 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -8833947.000000 Penalty: 5338.561523
	Iteration 132Q: 3 clusters Score -8833947 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -8833987.000000 Penalty: 5338.561523
	Iteration 133Q: 3 clusters Score -8833987 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -8834071.000000 Penalty: 5338.561523
	Iteration 134Q: 3 clusters Score -8834071 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -8834142.000000 Penalty: 5338.561523
	Iteration 135Q: 3 clusters Score -8834142 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -8834242.000000 Penalty: 5338.561523
	Iteration 136Q: 3 clusters Score -8834242 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -8834304.000000 Penalty: 5338.561523
	Iteration 137Q: 3 clusters Score -8834304 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -8834371.000000 Penalty: 5338.561523
	Iteration 138Q: 3 clusters Score -8834371 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -8834478.000000 Penalty: 5338.561523
	Iteration 139Q: 3 clusters Score -8834478 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -8834616.000000 Penalty: 5338.561523
	Iteration 140F: 3 clusters Score -8834616 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -8834749.000000 Penalty: 5338.561523
	Iteration 141Q: 3 clusters Score -8834749 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -8834851.000000 Penalty: 5338.561523
	Iteration 142Q: 3 clusters Score -8834851 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -8835019.000000 Penalty: 5338.561523
	Iteration 143Q: 3 clusters Score -8835019 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -8835144.000000 Penalty: 5338.561523
	Iteration 144Q: 3 clusters Score -8835144 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -8835281.000000 Penalty: 5338.561523
	Iteration 145Q: 3 clusters Score -8835281 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -8835416.000000 Penalty: 5338.561523
	Iteration 146Q: 3 clusters Score -8835416 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -8835474.000000 Penalty: 5338.561523
	Iteration 147Q: 3 clusters Score -8835474 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -8835511.000000 Penalty: 5338.561523
	Iteration 148Q: 3 clusters Score -8835511 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -8835564.000000 Penalty: 5338.561523
	Iteration 149Q: 3 clusters Score -8835564 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -8835578.000000 Penalty: 5338.561523
	Iteration 150Q: 3 clusters Score -8835578 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -8835628.000000 Penalty: 5338.561523
	Iteration 151Q: 3 clusters Score -8835628 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -8835653.000000 Penalty: 5338.561523
	Iteration 152Q: 3 clusters Score -8835653 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8835689.000000 Penalty: 5338.561523
	Iteration 153Q: 3 clusters Score -8835689 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -8835708.000000 Penalty: 5338.561523
	Iteration 154Q: 3 clusters Score -8835708 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8835712.000000 Penalty: 5338.561523
	Iteration 155Q: 3 clusters Score -8835712 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -8835715.000000 Penalty: 5338.561523
	Iteration 156Q: 3 clusters Score -8835715 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -8835728.000000 Penalty: 5338.561523
	Iteration 157Q: 3 clusters Score -8835728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -8835729.000000 Penalty: 5338.561523
	Iteration 158Q: 3 clusters Score -8835729 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8835753.000000 Penalty: 5338.561523
	Iteration 159Q: 3 clusters Score -8835753 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8835777.000000 Penalty: 5338.561523
	Iteration 160F: 3 clusters Score -8835777 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8835750.000000 Penalty: 5338.561523
	Iteration 161Q: 3 clusters Score -8835750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8835747.000000 Penalty: 5338.561523
	Iteration 162Q: 3 clusters Score -8835747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -8835757.000000 Penalty: 5338.561523
	Iteration 163Q: 3 clusters Score -8835757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8835730.000000 Penalty: 5338.561523
	Iteration 164Q: 3 clusters Score -8835730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -8835733.000000 Penalty: 5338.561523
	Iteration 165Q: 3 clusters Score -8835733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8835734.000000 Penalty: 5338.561523
	Iteration 166Q: 3 clusters Score -8835734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8835743.000000 Penalty: 5338.561523
	Iteration 167Q: 3 clusters Score -8835743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8835729.000000 Penalty: 5338.561523
	Iteration 168Q: 3 clusters Score -8835729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8835735.000000 Penalty: 5338.561523
	Iteration 169Q: 3 clusters Score -8835735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8835725.000000 Penalty: 5338.561523
	Iteration 170Q: 3 clusters Score -8835725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8835726.000000 Penalty: 5338.561523
	Iteration 171Q: 3 clusters Score -8835726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8835723.000000 Penalty: 5338.561523
	Iteration 172Q: 3 clusters Score -8835723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8835719.000000 Penalty: 5338.561523
	Iteration 173Q: 3 clusters Score -8835719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -8835724.000000 Penalty: 5338.561523
	Iteration 174Q: 3 clusters Score -8835724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -8835715.000000 Penalty: 5338.561523
	Iteration 175Q: 3 clusters Score -8835715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8835715.000000 Penalty: 5338.561523
	Iteration 176Q: 3 clusters Score -8835715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -8835723.000000 Penalty: 5338.561523
	Iteration 177Q: 3 clusters Score -8835723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8835719.000000 Penalty: 5338.561523
	Iteration 178Q: 3 clusters Score -8835719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -8835714.000000 Penalty: 5338.561523
	Iteration 179Q: 3 clusters Score -8835714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8835715.000000 Penalty: 5338.561523
	Iteration 180F: 3 clusters Score -8835715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8835712.000000 Penalty: 5338.561523
	Iteration 181Q: 3 clusters Score -8835712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8835722.000000 Penalty: 5338.561523
	Iteration 182Q: 3 clusters Score -8835722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8835725.000000 Penalty: 5338.561523
	Iteration 183Q: 3 clusters Score -8835725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8835731.000000 Penalty: 5338.561523
	Iteration 184Q: 3 clusters Score -8835731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8835715.000000 Penalty: 5338.561523
	Iteration 185Q: 3 clusters Score -8835715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -8835711.000000 Penalty: 5338.561523
	Iteration 186Q: 3 clusters Score -8835711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8835702.000000 Penalty: 5338.561523
	Iteration 187Q: 3 clusters Score -8835702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -8835702.000000 Penalty: 5338.561523
	Iteration 188Q: 3 clusters Score -8835702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8835699.000000 Penalty: 5338.561523
	Iteration 189Q: 3 clusters Score -8835699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8835704.000000 Penalty: 5338.561523
	Iteration 190Q: 3 clusters Score -8835704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8835703.000000 Penalty: 5338.561523
	Iteration 191Q: 3 clusters Score -8835703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8835705.000000 Penalty: 5338.561523
	Iteration 192Q: 3 clusters Score -8835705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8835705.000000 Penalty: 5338.561523
	Iteration 193Q: 3 clusters Score -8835705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8835706.000000 Penalty: 5338.561523
	Iteration 194Q: 3 clusters Score -8835706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8835706.000000 Penalty: 5338.561523
	Iteration 195Q: 3 clusters Score -8835706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8835712.000000 Penalty: 5338.561523
	Iteration 196Q: 3 clusters Score -8835712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8835704.000000 Penalty: 5338.561523
	Iteration 197Q: 3 clusters Score -8835704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -8835707.000000 Penalty: 5338.561523
	Iteration 198Q: 3 clusters Score -8835707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -8835706.000000 Penalty: 5338.561523
	Iteration 199Q: 3 clusters Score -8835706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8835706.000000 Penalty: 5338.561523
	Iteration 200F: 3 clusters Score -8835706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8835704.000000 Penalty: 5338.561523
	Iteration 201Q: 3 clusters Score -8835704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8835704.000000 Penalty: 5338.561523
	Iteration 202F: 3 clusters Score -8835704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Entering Unmasked Estep 
Score: -7936014.000000 Penalty: 2646.885254
	Iteration 0F: 2 clusters Score -7936014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -7906965.500000 Penalty: 5293.770508
	Iteration 0F: 3 clusters Score -7906966 nChanged 19758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -7918017.000000 Penalty: 5293.770508
	Iteration 1F: 3 clusters Score -7918017 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -7918585.500000 Penalty: 5293.770508
	Iteration 2Q: 3 clusters Score -7918586 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -7919156.000000 Penalty: 5293.770508
	Iteration 3Q: 3 clusters Score -7919156 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -7919823.500000 Penalty: 5293.770508
	Iteration 4Q: 3 clusters Score -7919824 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -7920660.000000 Penalty: 5293.770508
	Iteration 5Q: 3 clusters Score -7920660 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -7921789.000000 Penalty: 5293.770508
	Iteration 6Q: 3 clusters Score -7921789 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -7923503.000000 Penalty: 5293.770508
	Iteration 7F: 3 clusters Score -7923503 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -7925576.500000 Penalty: 5293.770508
	Iteration 8F: 3 clusters Score -7925576 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -7927528.500000 Penalty: 5293.770508
	Iteration 9F: 3 clusters Score -7927528 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -7928910.000000 Penalty: 5293.770508
	Iteration 10F: 3 clusters Score -7928910 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -7929690.000000 Penalty: 5293.770508
	Iteration 11Q: 3 clusters Score -7929690 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -7930139.000000 Penalty: 5293.770508
	Iteration 12Q: 3 clusters Score -7930139 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -7930467.000000 Penalty: 5293.770508
	Iteration 13Q: 3 clusters Score -7930467 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -7930698.000000 Penalty: 5293.770508
	Iteration 14Q: 3 clusters Score -7930698 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -7930927.000000 Penalty: 5293.770508
	Iteration 15Q: 3 clusters Score -7930927 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -7931146.000000 Penalty: 5293.770508
	Iteration 16Q: 3 clusters Score -7931146 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -7931296.500000 Penalty: 5293.770508
	Iteration 17Q: 3 clusters Score -7931296 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -7931478.000000 Penalty: 5293.770508
	Iteration 18Q: 3 clusters Score -7931478 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -7931676.500000 Penalty: 5293.770508
	Iteration 19Q: 3 clusters Score -7931676 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -7931885.000000 Penalty: 5293.770508
	Iteration 20F: 3 clusters Score -7931885 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -7932077.500000 Penalty: 5293.770508
	Iteration 21Q: 3 clusters Score -7932078 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -7932303.500000 Penalty: 5293.770508
	Iteration 22Q: 3 clusters Score -7932304 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7932520.500000 Penalty: 5293.770508
	Iteration 23Q: 3 clusters Score -7932520 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -7932770.500000 Penalty: 5293.770508
	Iteration 24Q: 3 clusters Score -7932770 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -7932973.500000 Penalty: 5293.770508
	Iteration 25Q: 3 clusters Score -7932974 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -7933224.500000 Penalty: 5293.770508
	Iteration 26Q: 3 clusters Score -7933224 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -7933372.500000 Penalty: 5293.770508
	Iteration 27Q: 3 clusters Score -7933372 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -7933535.500000 Penalty: 5293.770508
	Iteration 28Q: 3 clusters Score -7933536 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -7933665.000000 Penalty: 5293.770508
	Iteration 29Q: 3 clusters Score -7933665 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -7933844.500000 Penalty: 5293.770508
	Iteration 30Q: 3 clusters Score -7933844 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -7933963.000000 Penalty: 5293.770508
	Iteration 31Q: 3 clusters Score -7933963 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -7934062.500000 Penalty: 5293.770508
	Iteration 32Q: 3 clusters Score -7934062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -7934124.000000 Penalty: 5293.770508
	Iteration 33Q: 3 clusters Score -7934124 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -7934154.500000 Penalty: 5293.770508
	Iteration 34Q: 3 clusters Score -7934154 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -7934209.500000 Penalty: 5293.770508
	Iteration 35Q: 3 clusters Score -7934210 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -7934245.500000 Penalty: 5293.770508
	Iteration 36Q: 3 clusters Score -7934246 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -7934289.000000 Penalty: 5293.770508
	Iteration 37Q: 3 clusters Score -7934289 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7934321.500000 Penalty: 5293.770508
	Iteration 38Q: 3 clusters Score -7934322 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -7934348.500000 Penalty: 5293.770508
	Iteration 39Q: 3 clusters Score -7934348 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -7934393.500000 Penalty: 5293.770508
	Iteration 40F: 3 clusters Score -7934394 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -7934428.500000 Penalty: 5293.770508
	Iteration 41Q: 3 clusters Score -7934428 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -7934456.000000 Penalty: 5293.770508
	Iteration 42Q: 3 clusters Score -7934456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -7934474.000000 Penalty: 5293.770508
	Iteration 43Q: 3 clusters Score -7934474 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -7934488.000000 Penalty: 5293.770508
	Iteration 44Q: 3 clusters Score -7934488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -7934494.500000 Penalty: 5293.770508
	Iteration 45Q: 3 clusters Score -7934494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -7934503.500000 Penalty: 5293.770508
	Iteration 46Q: 3 clusters Score -7934504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -7934518.500000 Penalty: 5293.770508
	Iteration 47Q: 3 clusters Score -7934518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -7934517.000000 Penalty: 5293.770508
	Iteration 48Q: 3 clusters Score -7934517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -7934521.500000 Penalty: 5293.770508
	Iteration 49Q: 3 clusters Score -7934522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7934530.500000 Penalty: 5293.770508
	Iteration 50Q: 3 clusters Score -7934530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -7934519.500000 Penalty: 5293.770508
	Iteration 51Q: 3 clusters Score -7934520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -7934516.500000 Penalty: 5293.770508
	Iteration 52Q: 3 clusters Score -7934516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -7934529.500000 Penalty: 5293.770508
	Iteration 53Q: 3 clusters Score -7934530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -7934533.000000 Penalty: 5293.770508
	Iteration 54Q: 3 clusters Score -7934533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -7934540.000000 Penalty: 5293.770508
	Iteration 55Q: 3 clusters Score -7934540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -7934536.500000 Penalty: 5293.770508
	Iteration 56Q: 3 clusters Score -7934536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -7934541.500000 Penalty: 5293.770508
	Iteration 57Q: 3 clusters Score -7934542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -7934544.500000 Penalty: 5293.770508
	Iteration 58Q: 3 clusters Score -7934544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -7934546.000000 Penalty: 5293.770508
	Iteration 59Q: 3 clusters Score -7934546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -7934541.000000 Penalty: 5293.770508
	Iteration 60F: 3 clusters Score -7934541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -7934532.000000 Penalty: 5293.770508
	Iteration 61Q: 3 clusters Score -7934532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -7934535.000000 Penalty: 5293.770508
	Iteration 62Q: 3 clusters Score -7934535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -7934537.500000 Penalty: 5293.770508
	Iteration 63Q: 3 clusters Score -7934538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -7934537.500000 Penalty: 5293.770508
	Iteration 64Q: 3 clusters Score -7934538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -7934532.000000 Penalty: 5293.770508
	Iteration 65Q: 3 clusters Score -7934532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -7934530.000000 Penalty: 5293.770508
	Iteration 66Q: 3 clusters Score -7934530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -7934532.500000 Penalty: 5293.770508
	Iteration 67Q: 3 clusters Score -7934532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -7934534.000000 Penalty: 5293.770508
	Iteration 68Q: 3 clusters Score -7934534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -7934535.500000 Penalty: 5293.770508
	Iteration 69Q: 3 clusters Score -7934536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -7934533.500000 Penalty: 5293.770508
	Iteration 70Q: 3 clusters Score -7934534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -7934533.500000 Penalty: 5293.770508
	Iteration 71F: 3 clusters Score -7934534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Entering Unmasked Estep 
Score: -8495318.000000 Penalty: 2660.128418
	Iteration 0F: 2 clusters Score -8495318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8466475.000000 Penalty: 5320.256836
	Iteration 0F: 3 clusters Score -8466475 nChanged 20968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -8478180.000000 Penalty: 5320.256836
	Iteration 1F: 3 clusters Score -8478180 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -8478841.000000 Penalty: 5320.256836
	Iteration 2Q: 3 clusters Score -8478841 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -8479551.000000 Penalty: 5320.256836
	Iteration 3Q: 3 clusters Score -8479551 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -8480508.000000 Penalty: 5320.256836
	Iteration 4Q: 3 clusters Score -8480508 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -8481812.000000 Penalty: 5320.256836
	Iteration 5F: 3 clusters Score -8481812 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -8483914.000000 Penalty: 5320.256836
	Iteration 6F: 3 clusters Score -8483914 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -8486723.000000 Penalty: 5320.256836
	Iteration 7F: 3 clusters Score -8486723 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -8489714.000000 Penalty: 5320.256836
	Iteration 8F: 3 clusters Score -8489714 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8491777.000000 Penalty: 5320.256836
	Iteration 9F: 3 clusters Score -8491777 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8492587.000000 Penalty: 5320.256836
	Iteration 10Q: 3 clusters Score -8492587 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8492865.000000 Penalty: 5320.256836
	Iteration 11Q: 3 clusters Score -8492865 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8492998.000000 Penalty: 5320.256836
	Iteration 12Q: 3 clusters Score -8492998 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8493065.000000 Penalty: 5320.256836
	Iteration 13Q: 3 clusters Score -8493065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8493106.000000 Penalty: 5320.256836
	Iteration 14Q: 3 clusters Score -8493106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8493110.000000 Penalty: 5320.256836
	Iteration 15Q: 3 clusters Score -8493110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8493141.000000 Penalty: 5320.256836
	Iteration 16Q: 3 clusters Score -8493141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8493145.000000 Penalty: 5320.256836
	Iteration 17Q: 3 clusters Score -8493145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8493152.000000 Penalty: 5320.256836
	Iteration 18Q: 3 clusters Score -8493152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8493158.000000 Penalty: 5320.256836
	Iteration 19Q: 3 clusters Score -8493158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8493175.000000 Penalty: 5320.256836
	Iteration 20F: 3 clusters Score -8493175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8493171.000000 Penalty: 5320.256836
	Iteration 21Q: 3 clusters Score -8493171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8493188.000000 Penalty: 5320.256836
	Iteration 22Q: 3 clusters Score -8493188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8493187.000000 Penalty: 5320.256836
	Iteration 23Q: 3 clusters Score -8493187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8493190.000000 Penalty: 5320.256836
	Iteration 24Q: 3 clusters Score -8493190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8493188.000000 Penalty: 5320.256836
	Iteration 25Q: 3 clusters Score -8493188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8493188.000000 Penalty: 5320.256836
	Iteration 26F: 3 clusters Score -8493188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Entering Unmasked Estep 
Score: -1606488.625000 Penalty: 2250.679932
	Iteration 0F: 2 clusters Score -1606489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1599597.000000 Penalty: 4501.359863
	Iteration 0F: 3 clusters Score -1599597 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1601485.500000 Penalty: 4501.359863
	Iteration 1F: 3 clusters Score -1601486 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1601710.500000 Penalty: 4501.359863
	Iteration 2F: 3 clusters Score -1601710 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1601857.875000 Penalty: 4501.359863
	Iteration 3Q: 3 clusters Score -1601858 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1601969.125000 Penalty: 4501.359863
	Iteration 4Q: 3 clusters Score -1601969 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1602069.125000 Penalty: 4501.359863
	Iteration 5Q: 3 clusters Score -1602069 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1602152.875000 Penalty: 4501.359863
	Iteration 6Q: 3 clusters Score -1602153 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1602225.250000 Penalty: 4501.359863
	Iteration 7Q: 3 clusters Score -1602225 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1602292.125000 Penalty: 4501.359863
	Iteration 8Q: 3 clusters Score -1602292 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1602362.625000 Penalty: 4501.359863
	Iteration 9Q: 3 clusters Score -1602363 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1602443.375000 Penalty: 4501.359863
	Iteration 10Q: 3 clusters Score -1602443 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1602536.000000 Penalty: 4501.359863
	Iteration 11Q: 3 clusters Score -1602536 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1602631.625000 Penalty: 4501.359863
	Iteration 12Q: 3 clusters Score -1602632 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1602746.250000 Penalty: 4501.359863
	Iteration 13Q: 3 clusters Score -1602746 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1602889.500000 Penalty: 4501.359863
	Iteration 14Q: 3 clusters Score -1602890 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1603076.375000 Penalty: 4501.359863
	Iteration 15Q: 3 clusters Score -1603076 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1603312.125000 Penalty: 4501.359863
	Iteration 16Q: 3 clusters Score -1603312 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1603563.375000 Penalty: 4501.359863
	Iteration 17Q: 3 clusters Score -1603563 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1603790.375000 Penalty: 4501.359863
	Iteration 18Q: 3 clusters Score -1603790 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1603976.625000 Penalty: 4501.359863
	Iteration 19Q: 3 clusters Score -1603977 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1604110.875000 Penalty: 4501.359863
	Iteration 20F: 3 clusters Score -1604111 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1604219.250000 Penalty: 4501.359863
	Iteration 21Q: 3 clusters Score -1604219 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1604293.250000 Penalty: 4501.359863
	Iteration 22Q: 3 clusters Score -1604293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1604346.500000 Penalty: 4501.359863
	Iteration 23Q: 3 clusters Score -1604346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1604384.375000 Penalty: 4501.359863
	Iteration 24Q: 3 clusters Score -1604384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1604414.250000 Penalty: 4501.359863
	Iteration 25Q: 3 clusters Score -1604414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1604434.875000 Penalty: 4501.359863
	Iteration 26Q: 3 clusters Score -1604435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1604455.625000 Penalty: 4501.359863
	Iteration 27Q: 3 clusters Score -1604456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1604459.250000 Penalty: 4501.359863
	Iteration 28Q: 3 clusters Score -1604459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1604473.625000 Penalty: 4501.359863
	Iteration 29Q: 3 clusters Score -1604474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1604487.625000 Penalty: 4501.359863
	Iteration 30Q: 3 clusters Score -1604488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1604493.250000 Penalty: 4501.359863
	Iteration 31Q: 3 clusters Score -1604493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1604497.125000 Penalty: 4501.359863
	Iteration 32Q: 3 clusters Score -1604497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1604502.000000 Penalty: 4501.359863
	Iteration 33Q: 3 clusters Score -1604502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1604503.625000 Penalty: 4501.359863
	Iteration 34Q: 3 clusters Score -1604504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1604503.875000 Penalty: 4501.359863
	Iteration 35Q: 3 clusters Score -1604504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1604504.500000 Penalty: 4501.359863
	Iteration 36Q: 3 clusters Score -1604504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1604508.375000 Penalty: 4501.359863
	Iteration 37Q: 3 clusters Score -1604508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1604511.875000 Penalty: 4501.359863
	Iteration 38Q: 3 clusters Score -1604512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1604513.125000 Penalty: 4501.359863
	Iteration 39Q: 3 clusters Score -1604513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1604512.750000 Penalty: 4501.359863
	Iteration 40F: 3 clusters Score -1604513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1604515.875000 Penalty: 4501.359863
	Iteration 41Q: 3 clusters Score -1604516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1604517.750000 Penalty: 4501.359863
	Iteration 42Q: 3 clusters Score -1604518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1604523.750000 Penalty: 4501.359863
	Iteration 43Q: 3 clusters Score -1604524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1604530.375000 Penalty: 4501.359863
	Iteration 44Q: 3 clusters Score -1604530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1604531.250000 Penalty: 4501.359863
	Iteration 45Q: 3 clusters Score -1604531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1604534.875000 Penalty: 4501.359863
	Iteration 46Q: 3 clusters Score -1604535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1604535.500000 Penalty: 4501.359863
	Iteration 47Q: 3 clusters Score -1604536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1604538.750000 Penalty: 4501.359863
	Iteration 48Q: 3 clusters Score -1604539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1604538.250000 Penalty: 4501.359863
	Iteration 49Q: 3 clusters Score -1604538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1604538.250000 Penalty: 4501.359863
	Iteration 50F: 3 clusters Score -1604538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Entering Unmasked Estep 
Score: -8647242.000000 Penalty: 2664.778809
	Iteration 0F: 2 clusters Score -8647242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -8618347.000000 Penalty: 5329.557617
	Iteration 0F: 3 clusters Score -8618347 nChanged 21293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -8629966.000000 Penalty: 5329.557617
	Iteration 1F: 3 clusters Score -8629966 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -8630461.000000 Penalty: 5329.557617
	Iteration 2Q: 3 clusters Score -8630461 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -8630906.000000 Penalty: 5329.557617
	Iteration 3Q: 3 clusters Score -8630906 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8631336.000000 Penalty: 5329.557617
	Iteration 4Q: 3 clusters Score -8631336 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -8631788.000000 Penalty: 5329.557617
	Iteration 5Q: 3 clusters Score -8631788 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -8632298.000000 Penalty: 5329.557617
	Iteration 6Q: 3 clusters Score -8632298 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -8632896.000000 Penalty: 5329.557617
	Iteration 7Q: 3 clusters Score -8632896 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -8633620.000000 Penalty: 5329.557617
	Iteration 8Q: 3 clusters Score -8633620 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -8634504.000000 Penalty: 5329.557617
	Iteration 9Q: 3 clusters Score -8634504 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -8635553.000000 Penalty: 5329.557617
	Iteration 10Q: 3 clusters Score -8635553 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -8636807.000000 Penalty: 5329.557617
	Iteration 11Q: 3 clusters Score -8636807 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -8638145.000000 Penalty: 5329.557617
	Iteration 12Q: 3 clusters Score -8638145 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -8639551.000000 Penalty: 5329.557617
	Iteration 13Q: 3 clusters Score -8639551 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -8640473.000000 Penalty: 5329.557617
	Iteration 14Q: 3 clusters Score -8640473 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -8640972.000000 Penalty: 5329.557617
	Iteration 15Q: 3 clusters Score -8640972 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -8641293.000000 Penalty: 5329.557617
	Iteration 16Q: 3 clusters Score -8641293 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -8641505.000000 Penalty: 5329.557617
	Iteration 17Q: 3 clusters Score -8641505 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -8641753.000000 Penalty: 5329.557617
	Iteration 18Q: 3 clusters Score -8641753 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -8642005.000000 Penalty: 5329.557617
	Iteration 19Q: 3 clusters Score -8642005 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -8642209.000000 Penalty: 5329.557617
	Iteration 20F: 3 clusters Score -8642209 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -8642466.000000 Penalty: 5329.557617
	Iteration 21Q: 3 clusters Score -8642466 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -8642655.000000 Penalty: 5329.557617
	Iteration 22Q: 3 clusters Score -8642655 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -8642841.000000 Penalty: 5329.557617
	Iteration 23Q: 3 clusters Score -8642841 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -8642977.000000 Penalty: 5329.557617
	Iteration 24Q: 3 clusters Score -8642977 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -8643074.000000 Penalty: 5329.557617
	Iteration 25Q: 3 clusters Score -8643074 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -8643146.000000 Penalty: 5329.557617
	Iteration 26Q: 3 clusters Score -8643146 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -8643191.000000 Penalty: 5329.557617
	Iteration 27Q: 3 clusters Score -8643191 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -8643262.000000 Penalty: 5329.557617
	Iteration 28Q: 3 clusters Score -8643262 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -8643302.000000 Penalty: 5329.557617
	Iteration 29Q: 3 clusters Score -8643302 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -8643375.000000 Penalty: 5329.557617
	Iteration 30Q: 3 clusters Score -8643375 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -8643412.000000 Penalty: 5329.557617
	Iteration 31Q: 3 clusters Score -8643412 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -8643461.000000 Penalty: 5329.557617
	Iteration 32Q: 3 clusters Score -8643461 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -8643478.000000 Penalty: 5329.557617
	Iteration 33Q: 3 clusters Score -8643478 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -8643508.000000 Penalty: 5329.557617
	Iteration 34Q: 3 clusters Score -8643508 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -8643548.000000 Penalty: 5329.557617
	Iteration 35Q: 3 clusters Score -8643548 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -8643575.000000 Penalty: 5329.557617
	Iteration 36Q: 3 clusters Score -8643575 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -8643602.000000 Penalty: 5329.557617
	Iteration 37Q: 3 clusters Score -8643602 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -8643631.000000 Penalty: 5329.557617
	Iteration 38Q: 3 clusters Score -8643631 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -8643672.000000 Penalty: 5329.557617
	Iteration 39Q: 3 clusters Score -8643672 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -8643716.000000 Penalty: 5329.557617
	Iteration 40F: 3 clusters Score -8643716 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -8643736.000000 Penalty: 5329.557617
	Iteration 41Q: 3 clusters Score -8643736 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -8643795.000000 Penalty: 5329.557617
	Iteration 42Q: 3 clusters Score -8643795 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -8643814.000000 Penalty: 5329.557617
	Iteration 43Q: 3 clusters Score -8643814 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -8643855.000000 Penalty: 5329.557617
	Iteration 44Q: 3 clusters Score -8643855 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -8643868.000000 Penalty: 5329.557617
	Iteration 45Q: 3 clusters Score -8643868 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -8643901.000000 Penalty: 5329.557617
	Iteration 46Q: 3 clusters Score -8643901 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -8643938.000000 Penalty: 5329.557617
	Iteration 47Q: 3 clusters Score -8643938 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -8643919.000000 Penalty: 5329.557617
	Iteration 48Q: 3 clusters Score -8643919 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -8643965.000000 Penalty: 5329.557617
	Iteration 49Q: 3 clusters Score -8643965 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -8643981.000000 Penalty: 5329.557617
	Iteration 50Q: 3 clusters Score -8643981 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -8644017.000000 Penalty: 5329.557617
	Iteration 51Q: 3 clusters Score -8644017 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -8644028.000000 Penalty: 5329.557617
	Iteration 52Q: 3 clusters Score -8644028 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -8644044.000000 Penalty: 5329.557617
	Iteration 53Q: 3 clusters Score -8644044 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -8644085.000000 Penalty: 5329.557617
	Iteration 54Q: 3 clusters Score -8644085 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -8644086.000000 Penalty: 5329.557617
	Iteration 55Q: 3 clusters Score -8644086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -8644105.000000 Penalty: 5329.557617
	Iteration 56Q: 3 clusters Score -8644105 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -8644158.000000 Penalty: 5329.557617
	Iteration 57Q: 3 clusters Score -8644158 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -8644183.000000 Penalty: 5329.557617
	Iteration 58Q: 3 clusters Score -8644183 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -8644207.000000 Penalty: 5329.557617
	Iteration 59Q: 3 clusters Score -8644207 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -8644273.000000 Penalty: 5329.557617
	Iteration 60F: 3 clusters Score -8644273 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -8644317.000000 Penalty: 5329.557617
	Iteration 61Q: 3 clusters Score -8644317 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -8644376.000000 Penalty: 5329.557617
	Iteration 62Q: 3 clusters Score -8644376 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -8644374.000000 Penalty: 5329.557617
	Iteration 63Q: 3 clusters Score -8644374 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -8644415.000000 Penalty: 5329.557617
	Iteration 64Q: 3 clusters Score -8644415 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -8644445.000000 Penalty: 5329.557617
	Iteration 65Q: 3 clusters Score -8644445 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -8644515.000000 Penalty: 5329.557617
	Iteration 66Q: 3 clusters Score -8644515 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8644572.000000 Penalty: 5329.557617
	Iteration 67Q: 3 clusters Score -8644572 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -8644638.000000 Penalty: 5329.557617
	Iteration 68Q: 3 clusters Score -8644638 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -8644744.000000 Penalty: 5329.557617
	Iteration 69Q: 3 clusters Score -8644744 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -8644809.000000 Penalty: 5329.557617
	Iteration 70Q: 3 clusters Score -8644809 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -8644867.000000 Penalty: 5329.557617
	Iteration 71Q: 3 clusters Score -8644867 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -8644893.000000 Penalty: 5329.557617
	Iteration 72Q: 3 clusters Score -8644893 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -8644954.000000 Penalty: 5329.557617
	Iteration 73Q: 3 clusters Score -8644954 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -8645001.000000 Penalty: 5329.557617
	Iteration 74Q: 3 clusters Score -8645001 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -8645066.000000 Penalty: 5329.557617
	Iteration 75Q: 3 clusters Score -8645066 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -8645165.000000 Penalty: 5329.557617
	Iteration 76Q: 3 clusters Score -8645165 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -8645243.000000 Penalty: 5329.557617
	Iteration 77Q: 3 clusters Score -8645243 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -8645303.000000 Penalty: 5329.557617
	Iteration 78Q: 3 clusters Score -8645303 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -8645415.000000 Penalty: 5329.557617
	Iteration 79Q: 3 clusters Score -8645415 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -8645480.000000 Penalty: 5329.557617
	Iteration 80F: 3 clusters Score -8645480 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -8645539.000000 Penalty: 5329.557617
	Iteration 81Q: 3 clusters Score -8645539 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -8645522.000000 Penalty: 5329.557617
	Iteration 82Q: 3 clusters Score -8645522 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -8645545.000000 Penalty: 5329.557617
	Iteration 83Q: 3 clusters Score -8645545 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -8645587.000000 Penalty: 5329.557617
	Iteration 84Q: 3 clusters Score -8645587 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -8645556.000000 Penalty: 5329.557617
	Iteration 85Q: 3 clusters Score -8645556 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8645540.000000 Penalty: 5329.557617
	Iteration 86Q: 3 clusters Score -8645540 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -8645547.000000 Penalty: 5329.557617
	Iteration 87Q: 3 clusters Score -8645547 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -8645537.000000 Penalty: 5329.557617
	Iteration 88Q: 3 clusters Score -8645537 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -8645530.000000 Penalty: 5329.557617
	Iteration 89Q: 3 clusters Score -8645530 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -8645470.000000 Penalty: 5329.557617
	Iteration 90Q: 3 clusters Score -8645470 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -8645424.000000 Penalty: 5329.557617
	Iteration 91Q: 3 clusters Score -8645424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -8645404.000000 Penalty: 5329.557617
	Iteration 92Q: 3 clusters Score -8645404 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8645371.000000 Penalty: 5329.557617
	Iteration 93Q: 3 clusters Score -8645371 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -8645374.000000 Penalty: 5329.557617
	Iteration 94Q: 3 clusters Score -8645374 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -8645347.000000 Penalty: 5329.557617
	Iteration 95Q: 3 clusters Score -8645347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -8645352.000000 Penalty: 5329.557617
	Iteration 96Q: 3 clusters Score -8645352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -8645366.000000 Penalty: 5329.557617
	Iteration 97Q: 3 clusters Score -8645366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -8645352.000000 Penalty: 5329.557617
	Iteration 98Q: 3 clusters Score -8645352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -8645337.000000 Penalty: 5329.557617
	Iteration 99Q: 3 clusters Score -8645337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -8645335.000000 Penalty: 5329.557617
	Iteration 100F: 3 clusters Score -8645335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -8645328.000000 Penalty: 5329.557617
	Iteration 101Q: 3 clusters Score -8645328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -8645331.000000 Penalty: 5329.557617
	Iteration 102Q: 3 clusters Score -8645331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -8645326.000000 Penalty: 5329.557617
	Iteration 103Q: 3 clusters Score -8645326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -8645324.000000 Penalty: 5329.557617
	Iteration 104Q: 3 clusters Score -8645324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -8645322.000000 Penalty: 5329.557617
	Iteration 105Q: 3 clusters Score -8645322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -8645302.000000 Penalty: 5329.557617
	Iteration 106Q: 3 clusters Score -8645302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -8645303.000000 Penalty: 5329.557617
	Iteration 107Q: 3 clusters Score -8645303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -8645306.000000 Penalty: 5329.557617
	Iteration 108Q: 3 clusters Score -8645306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8645345.000000 Penalty: 5329.557617
	Iteration 109Q: 3 clusters Score -8645345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8645329.000000 Penalty: 5329.557617
	Iteration 110Q: 3 clusters Score -8645329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -8645328.000000 Penalty: 5329.557617
	Iteration 111Q: 3 clusters Score -8645328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8645302.000000 Penalty: 5329.557617
	Iteration 112Q: 3 clusters Score -8645302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8645300.000000 Penalty: 5329.557617
	Iteration 113Q: 3 clusters Score -8645300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -8645283.000000 Penalty: 5329.557617
	Iteration 114Q: 3 clusters Score -8645283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -8645296.000000 Penalty: 5329.557617
	Iteration 115Q: 3 clusters Score -8645296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -8645322.000000 Penalty: 5329.557617
	Iteration 116Q: 3 clusters Score -8645322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -8645320.000000 Penalty: 5329.557617
	Iteration 117Q: 3 clusters Score -8645320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -8645310.000000 Penalty: 5329.557617
	Iteration 118Q: 3 clusters Score -8645310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -8645309.000000 Penalty: 5329.557617
	Iteration 119Q: 3 clusters Score -8645309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -8645299.000000 Penalty: 5329.557617
	Iteration 120F: 3 clusters Score -8645299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -8645301.000000 Penalty: 5329.557617
	Iteration 121Q: 3 clusters Score -8645301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8645311.000000 Penalty: 5329.557617
	Iteration 122Q: 3 clusters Score -8645311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -8645321.000000 Penalty: 5329.557617
	Iteration 123Q: 3 clusters Score -8645321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -8645315.000000 Penalty: 5329.557617
	Iteration 124Q: 3 clusters Score -8645315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -8645315.000000 Penalty: 5329.557617
	Iteration 125Q: 3 clusters Score -8645315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8645313.000000 Penalty: 5329.557617
	Iteration 126Q: 3 clusters Score -8645313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -8645306.000000 Penalty: 5329.557617
	Iteration 127Q: 3 clusters Score -8645306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -8645309.000000 Penalty: 5329.557617
	Iteration 128Q: 3 clusters Score -8645309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -8645310.000000 Penalty: 5329.557617
	Iteration 129Q: 3 clusters Score -8645310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -8645317.000000 Penalty: 5329.557617
	Iteration 130Q: 3 clusters Score -8645317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -8645317.000000 Penalty: 5329.557617
	Iteration 131F: 3 clusters Score -8645317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Entering Unmasked Estep 
Score: -8701879.000000 Penalty: 2665.531494
	Iteration 0F: 2 clusters Score -8701879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -8673284.000000 Penalty: 5331.062988
	Iteration 0F: 3 clusters Score -8673284 nChanged 21374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -8685108.000000 Penalty: 5331.062988
	Iteration 1F: 3 clusters Score -8685108 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8685741.000000 Penalty: 5331.062988
	Iteration 2Q: 3 clusters Score -8685741 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -8686331.000000 Penalty: 5331.062988
	Iteration 3Q: 3 clusters Score -8686331 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -8687001.000000 Penalty: 5331.062988
	Iteration 4Q: 3 clusters Score -8687001 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -8687528.000000 Penalty: 5331.062988
	Iteration 5Q: 3 clusters Score -8687528 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -8688191.000000 Penalty: 5331.062988
	Iteration 6Q: 3 clusters Score -8688191 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -8689003.000000 Penalty: 5331.062988
	Iteration 7Q: 3 clusters Score -8689003 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -8690123.000000 Penalty: 5331.062988
	Iteration 8Q: 3 clusters Score -8690123 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -8691652.000000 Penalty: 5331.062988
	Iteration 9F: 3 clusters Score -8691652 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -8693493.000000 Penalty: 5331.062988
	Iteration 10F: 3 clusters Score -8693493 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -8695092.000000 Penalty: 5331.062988
	Iteration 11F: 3 clusters Score -8695092 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -8696087.000000 Penalty: 5331.062988
	Iteration 12Q: 3 clusters Score -8696087 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -8696478.000000 Penalty: 5331.062988
	Iteration 13Q: 3 clusters Score -8696478 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -8696703.000000 Penalty: 5331.062988
	Iteration 14Q: 3 clusters Score -8696703 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -8696908.000000 Penalty: 5331.062988
	Iteration 15Q: 3 clusters Score -8696908 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -8697068.000000 Penalty: 5331.062988
	Iteration 16Q: 3 clusters Score -8697068 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -8697208.000000 Penalty: 5331.062988
	Iteration 17Q: 3 clusters Score -8697208 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -8697359.000000 Penalty: 5331.062988
	Iteration 18Q: 3 clusters Score -8697359 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -8697511.000000 Penalty: 5331.062988
	Iteration 19Q: 3 clusters Score -8697511 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -8697686.000000 Penalty: 5331.062988
	Iteration 20F: 3 clusters Score -8697686 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -8697829.000000 Penalty: 5331.062988
	Iteration 21Q: 3 clusters Score -8697829 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -8697928.000000 Penalty: 5331.062988
	Iteration 22Q: 3 clusters Score -8697928 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -8698015.000000 Penalty: 5331.062988
	Iteration 23Q: 3 clusters Score -8698015 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -8698096.000000 Penalty: 5331.062988
	Iteration 24Q: 3 clusters Score -8698096 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -8698223.000000 Penalty: 5331.062988
	Iteration 25Q: 3 clusters Score -8698223 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -8698323.000000 Penalty: 5331.062988
	Iteration 26Q: 3 clusters Score -8698323 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -8698463.000000 Penalty: 5331.062988
	Iteration 27Q: 3 clusters Score -8698463 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -8698595.000000 Penalty: 5331.062988
	Iteration 28Q: 3 clusters Score -8698595 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -8698688.000000 Penalty: 5331.062988
	Iteration 29Q: 3 clusters Score -8698688 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -8698785.000000 Penalty: 5331.062988
	Iteration 30Q: 3 clusters Score -8698785 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -8698831.000000 Penalty: 5331.062988
	Iteration 31Q: 3 clusters Score -8698831 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -8698897.000000 Penalty: 5331.062988
	Iteration 32Q: 3 clusters Score -8698897 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -8698959.000000 Penalty: 5331.062988
	Iteration 33Q: 3 clusters Score -8698959 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -8699002.000000 Penalty: 5331.062988
	Iteration 34Q: 3 clusters Score -8699002 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -8699006.000000 Penalty: 5331.062988
	Iteration 35Q: 3 clusters Score -8699006 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -8699039.000000 Penalty: 5331.062988
	Iteration 36Q: 3 clusters Score -8699039 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -8699075.000000 Penalty: 5331.062988
	Iteration 37Q: 3 clusters Score -8699075 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -8699088.000000 Penalty: 5331.062988
	Iteration 38Q: 3 clusters Score -8699088 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -8699129.000000 Penalty: 5331.062988
	Iteration 39Q: 3 clusters Score -8699129 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -8699164.000000 Penalty: 5331.062988
	Iteration 40F: 3 clusters Score -8699164 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -8699148.000000 Penalty: 5331.062988
	Iteration 41Q: 3 clusters Score -8699148 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -8699143.000000 Penalty: 5331.062988
	Iteration 42Q: 3 clusters Score -8699143 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -8699184.000000 Penalty: 5331.062988
	Iteration 43Q: 3 clusters Score -8699184 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -8699171.000000 Penalty: 5331.062988
	Iteration 44Q: 3 clusters Score -8699171 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -8699186.000000 Penalty: 5331.062988
	Iteration 45Q: 3 clusters Score -8699186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -8699195.000000 Penalty: 5331.062988
	Iteration 46Q: 3 clusters Score -8699195 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -8699199.000000 Penalty: 5331.062988
	Iteration 47Q: 3 clusters Score -8699199 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -8699199.000000 Penalty: 5331.062988
	Iteration 48Q: 3 clusters Score -8699199 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -8699206.000000 Penalty: 5331.062988
	Iteration 49Q: 3 clusters Score -8699206 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -8699201.000000 Penalty: 5331.062988
	Iteration 50Q: 3 clusters Score -8699201 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -8699208.000000 Penalty: 5331.062988
	Iteration 51Q: 3 clusters Score -8699208 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -8699214.000000 Penalty: 5331.062988
	Iteration 52Q: 3 clusters Score -8699214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -8699213.000000 Penalty: 5331.062988
	Iteration 53Q: 3 clusters Score -8699213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -8699210.000000 Penalty: 5331.062988
	Iteration 54Q: 3 clusters Score -8699210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -8699206.000000 Penalty: 5331.062988
	Iteration 55Q: 3 clusters Score -8699206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -8699215.000000 Penalty: 5331.062988
	Iteration 56Q: 3 clusters Score -8699215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -8699212.000000 Penalty: 5331.062988
	Iteration 57Q: 3 clusters Score -8699212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -8699217.000000 Penalty: 5331.062988
	Iteration 58Q: 3 clusters Score -8699217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -8699225.000000 Penalty: 5331.062988
	Iteration 59Q: 3 clusters Score -8699225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -8699218.000000 Penalty: 5331.062988
	Iteration 60F: 3 clusters Score -8699218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -8699213.000000 Penalty: 5331.062988
	Iteration 61Q: 3 clusters Score -8699213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -8699214.000000 Penalty: 5331.062988
	Iteration 62Q: 3 clusters Score -8699214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -8699209.000000 Penalty: 5331.062988
	Iteration 63Q: 3 clusters Score -8699209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -8699208.000000 Penalty: 5331.062988
	Iteration 64Q: 3 clusters Score -8699208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -8699216.000000 Penalty: 5331.062988
	Iteration 65Q: 3 clusters Score -8699216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -8699216.000000 Penalty: 5331.062988
	Iteration 66Q: 3 clusters Score -8699216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -8699222.000000 Penalty: 5331.062988
	Iteration 67Q: 3 clusters Score -8699222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -8699227.000000 Penalty: 5331.062988
	Iteration 68Q: 3 clusters Score -8699227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -8699219.000000 Penalty: 5331.062988
	Iteration 69Q: 3 clusters Score -8699219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -8699217.000000 Penalty: 5331.062988
	Iteration 70Q: 3 clusters Score -8699217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -8699226.000000 Penalty: 5331.062988
	Iteration 71Q: 3 clusters Score -8699226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -8699221.000000 Penalty: 5331.062988
	Iteration 72Q: 3 clusters Score -8699221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -8699233.000000 Penalty: 5331.062988
	Iteration 73Q: 3 clusters Score -8699233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -8699236.000000 Penalty: 5331.062988
	Iteration 74Q: 3 clusters Score -8699236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -8699234.000000 Penalty: 5331.062988
	Iteration 75Q: 3 clusters Score -8699234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -8699250.000000 Penalty: 5331.062988
	Iteration 76Q: 3 clusters Score -8699250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -8699241.000000 Penalty: 5331.062988
	Iteration 77Q: 3 clusters Score -8699241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -8699251.000000 Penalty: 5331.062988
	Iteration 78Q: 3 clusters Score -8699251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -8699248.000000 Penalty: 5331.062988
	Iteration 79Q: 3 clusters Score -8699248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -8699249.000000 Penalty: 5331.062988
	Iteration 80F: 3 clusters Score -8699249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -8699241.000000 Penalty: 5331.062988
	Iteration 81Q: 3 clusters Score -8699241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -8699246.000000 Penalty: 5331.062988
	Iteration 82Q: 3 clusters Score -8699246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -8699239.000000 Penalty: 5331.062988
	Iteration 83Q: 3 clusters Score -8699239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -8699240.000000 Penalty: 5331.062988
	Iteration 84Q: 3 clusters Score -8699240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8699240.000000 Penalty: 5331.062988
	Iteration 85Q: 3 clusters Score -8699240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -8699241.000000 Penalty: 5331.062988
	Iteration 86Q: 3 clusters Score -8699241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8699244.000000 Penalty: 5331.062988
	Iteration 87Q: 3 clusters Score -8699244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -8699238.000000 Penalty: 5331.062988
	Iteration 88Q: 3 clusters Score -8699238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8699236.000000 Penalty: 5331.062988
	Iteration 89Q: 3 clusters Score -8699236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -8699239.000000 Penalty: 5331.062988
	Iteration 90Q: 3 clusters Score -8699239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -8699238.000000 Penalty: 5331.062988
	Iteration 91Q: 3 clusters Score -8699238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -8699236.000000 Penalty: 5331.062988
	Iteration 92Q: 3 clusters Score -8699236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -8699236.000000 Penalty: 5331.062988
	Iteration 93F: 3 clusters Score -8699236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -214182.265625 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -214182.3 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 684 members 
Entering Unmasked Estep 
Score: -212031.687500 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -212031.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -212591.734375 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -212591.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -212788.546875 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -212788.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -213014.984375 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -213015 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -213171.906250 Penalty: 3572.889160
	Iteration 4F: 3 clusters Score -213171.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -213283.531250 Penalty: 3572.889160
	Iteration 5Q: 3 clusters Score -213283.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -213340.984375 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -213341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -213395.312500 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -213395.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -213446.093750 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -213446.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -213497.984375 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -213498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -213529.312500 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -213529.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -213547.937500 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -213547.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -213564.359375 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -213564.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -213575.281250 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -213575.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -213583.140625 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -213583.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -213586.734375 Penalty: 3572.889160
	Iteration 15Q: 3 clusters Score -213586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -213592.718750 Penalty: 3572.889160
	Iteration 16Q: 3 clusters Score -213592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -213610.203125 Penalty: 3572.889160
	Iteration 17Q: 3 clusters Score -213610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -213628.750000 Penalty: 3572.889160
	Iteration 18Q: 3 clusters Score -213628.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -213638.968750 Penalty: 3572.889160
	Iteration 19Q: 3 clusters Score -213639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -213644.390625 Penalty: 3572.889160
	Iteration 20F: 3 clusters Score -213644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -213658.156250 Penalty: 3572.889160
	Iteration 21Q: 3 clusters Score -213658.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -213665.000000 Penalty: 3572.889160
	Iteration 22Q: 3 clusters Score -213665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -213670.718750 Penalty: 3572.889160
	Iteration 23Q: 3 clusters Score -213670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -213676.859375 Penalty: 3572.889160
	Iteration 24Q: 3 clusters Score -213676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -213684.515625 Penalty: 3572.889160
	Iteration 25Q: 3 clusters Score -213684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -213693.890625 Penalty: 3572.889160
	Iteration 26Q: 3 clusters Score -213693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -213696.031250 Penalty: 3572.889160
	Iteration 27Q: 3 clusters Score -213696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -213697.953125 Penalty: 3572.889160
	Iteration 28Q: 3 clusters Score -213698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -213700.015625 Penalty: 3572.889160
	Iteration 29Q: 3 clusters Score -213700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -213700.171875 Penalty: 3572.889160
	Iteration 30Q: 3 clusters Score -213700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -213700.171875 Penalty: 3572.889160
	Iteration 31F: 3 clusters Score -213700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Entering Unmasked Estep 
Score: -4250108.000000 Penalty: 2497.301514
	Iteration 0F: 2 clusters Score -4250108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -4233714.000000 Penalty: 4994.603027
	Iteration 0F: 3 clusters Score -4233714 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -4239317.000000 Penalty: 4994.603027
	Iteration 1F: 3 clusters Score -4239317 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -4239673.000000 Penalty: 4994.603027
	Iteration 2Q: 3 clusters Score -4239673 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4239964.000000 Penalty: 4994.603027
	Iteration 3Q: 3 clusters Score -4239964 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -4240196.000000 Penalty: 4994.603027
	Iteration 4Q: 3 clusters Score -4240196 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4240381.500000 Penalty: 4994.603027
	Iteration 5Q: 3 clusters Score -4240382 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4240563.000000 Penalty: 4994.603027
	Iteration 6Q: 3 clusters Score -4240563 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -4240747.000000 Penalty: 4994.603027
	Iteration 7Q: 3 clusters Score -4240747 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -4240905.500000 Penalty: 4994.603027
	Iteration 8Q: 3 clusters Score -4240906 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -4241090.000000 Penalty: 4994.603027
	Iteration 9Q: 3 clusters Score -4241090 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -4241250.000000 Penalty: 4994.603027
	Iteration 10Q: 3 clusters Score -4241250 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -4241384.500000 Penalty: 4994.603027
	Iteration 11Q: 3 clusters Score -4241384 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4241506.000000 Penalty: 4994.603027
	Iteration 12Q: 3 clusters Score -4241506 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -4241652.000000 Penalty: 4994.603027
	Iteration 13Q: 3 clusters Score -4241652 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -4241837.500000 Penalty: 4994.603027
	Iteration 14Q: 3 clusters Score -4241838 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -4242012.000000 Penalty: 4994.603027
	Iteration 15Q: 3 clusters Score -4242012 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4242196.500000 Penalty: 4994.603027
	Iteration 16Q: 3 clusters Score -4242196 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -4242406.000000 Penalty: 4994.603027
	Iteration 17Q: 3 clusters Score -4242406 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -4242615.000000 Penalty: 4994.603027
	Iteration 18Q: 3 clusters Score -4242615 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -4242863.000000 Penalty: 4994.603027
	Iteration 19Q: 3 clusters Score -4242863 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -4243144.500000 Penalty: 4994.603027
	Iteration 20F: 3 clusters Score -4243144 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -4243445.000000 Penalty: 4994.603027
	Iteration 21Q: 3 clusters Score -4243445 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4243816.000000 Penalty: 4994.603027
	Iteration 22Q: 3 clusters Score -4243816 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4244260.500000 Penalty: 4994.603027
	Iteration 23Q: 3 clusters Score -4244260 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4244754.500000 Penalty: 4994.603027
	Iteration 24Q: 3 clusters Score -4244754 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4245265.000000 Penalty: 4994.603027
	Iteration 25Q: 3 clusters Score -4245265 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -4245784.500000 Penalty: 4994.603027
	Iteration 26Q: 3 clusters Score -4245784 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4246256.500000 Penalty: 4994.603027
	Iteration 27Q: 3 clusters Score -4246256 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4246696.500000 Penalty: 4994.603027
	Iteration 28Q: 3 clusters Score -4246696 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4247005.500000 Penalty: 4994.603027
	Iteration 29Q: 3 clusters Score -4247006 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4247223.000000 Penalty: 4994.603027
	Iteration 30Q: 3 clusters Score -4247223 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4247395.000000 Penalty: 4994.603027
	Iteration 31Q: 3 clusters Score -4247395 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4247503.000000 Penalty: 4994.603027
	Iteration 32Q: 3 clusters Score -4247503 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4247594.000000 Penalty: 4994.603027
	Iteration 33Q: 3 clusters Score -4247594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4247681.500000 Penalty: 4994.603027
	Iteration 34Q: 3 clusters Score -4247682 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4247741.500000 Penalty: 4994.603027
	Iteration 35Q: 3 clusters Score -4247742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4247787.000000 Penalty: 4994.603027
	Iteration 36Q: 3 clusters Score -4247787 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4247834.500000 Penalty: 4994.603027
	Iteration 37Q: 3 clusters Score -4247834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4247867.000000 Penalty: 4994.603027
	Iteration 38Q: 3 clusters Score -4247867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4247897.500000 Penalty: 4994.603027
	Iteration 39Q: 3 clusters Score -4247898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4247912.000000 Penalty: 4994.603027
	Iteration 40F: 3 clusters Score -4247912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4247923.500000 Penalty: 4994.603027
	Iteration 41Q: 3 clusters Score -4247924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4247939.000000 Penalty: 4994.603027
	Iteration 42Q: 3 clusters Score -4247939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4247944.500000 Penalty: 4994.603027
	Iteration 43Q: 3 clusters Score -4247944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4247951.000000 Penalty: 4994.603027
	Iteration 44Q: 3 clusters Score -4247951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4247954.500000 Penalty: 4994.603027
	Iteration 45Q: 3 clusters Score -4247954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4247961.000000 Penalty: 4994.603027
	Iteration 46Q: 3 clusters Score -4247961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4247965.000000 Penalty: 4994.603027
	Iteration 47Q: 3 clusters Score -4247965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4247968.500000 Penalty: 4994.603027
	Iteration 48Q: 3 clusters Score -4247968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4247971.000000 Penalty: 4994.603027
	Iteration 49Q: 3 clusters Score -4247971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4247971.000000 Penalty: 4994.603027
	Iteration 50Q: 3 clusters Score -4247971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4247975.500000 Penalty: 4994.603027
	Iteration 51Q: 3 clusters Score -4247976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4247977.000000 Penalty: 4994.603027
	Iteration 52Q: 3 clusters Score -4247977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4247977.000000 Penalty: 4994.603027
	Iteration 53Q: 3 clusters Score -4247977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4247974.500000 Penalty: 4994.603027
	Iteration 54Q: 3 clusters Score -4247974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4247977.500000 Penalty: 4994.603027
	Iteration 55Q: 3 clusters Score -4247978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4247983.500000 Penalty: 4994.603027
	Iteration 56Q: 3 clusters Score -4247984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4247986.000000 Penalty: 4994.603027
	Iteration 57Q: 3 clusters Score -4247986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4247985.000000 Penalty: 4994.603027
	Iteration 58Q: 3 clusters Score -4247985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4247984.000000 Penalty: 4994.603027
	Iteration 59Q: 3 clusters Score -4247984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4247984.000000 Penalty: 4994.603027
	Iteration 60F: 3 clusters Score -4247984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Entering Unmasked Estep 
Score: -8657242.000000 Penalty: 2664.415039
	Iteration 0F: 2 clusters Score -8657242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -8628652.000000 Penalty: 5328.830078
	Iteration 0F: 3 clusters Score -8628652 nChanged 21332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -8640569.000000 Penalty: 5328.830078
	Iteration 1F: 3 clusters Score -8640569 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8641160.000000 Penalty: 5328.830078
	Iteration 2Q: 3 clusters Score -8641160 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8641866.000000 Penalty: 5328.830078
	Iteration 3Q: 3 clusters Score -8641866 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8642778.000000 Penalty: 5328.830078
	Iteration 4Q: 3 clusters Score -8642778 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -8643914.000000 Penalty: 5328.830078
	Iteration 5Q: 3 clusters Score -8643914 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -8645323.000000 Penalty: 5328.830078
	Iteration 6F: 3 clusters Score -8645323 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -8646888.000000 Penalty: 5328.830078
	Iteration 7F: 3 clusters Score -8646888 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -8648432.000000 Penalty: 5328.830078
	Iteration 8F: 3 clusters Score -8648432 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -8649846.000000 Penalty: 5328.830078
	Iteration 9F: 3 clusters Score -8649846 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -8651112.000000 Penalty: 5328.830078
	Iteration 10Q: 3 clusters Score -8651112 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -8652078.000000 Penalty: 5328.830078
	Iteration 11Q: 3 clusters Score -8652078 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -8652680.000000 Penalty: 5328.830078
	Iteration 12Q: 3 clusters Score -8652680 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -8653004.000000 Penalty: 5328.830078
	Iteration 13Q: 3 clusters Score -8653004 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -8653242.000000 Penalty: 5328.830078
	Iteration 14Q: 3 clusters Score -8653242 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -8653358.000000 Penalty: 5328.830078
	Iteration 15Q: 3 clusters Score -8653358 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -8653444.000000 Penalty: 5328.830078
	Iteration 16Q: 3 clusters Score -8653444 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -8653505.000000 Penalty: 5328.830078
	Iteration 17Q: 3 clusters Score -8653505 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -8653543.000000 Penalty: 5328.830078
	Iteration 18Q: 3 clusters Score -8653543 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -8653583.000000 Penalty: 5328.830078
	Iteration 19Q: 3 clusters Score -8653583 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -8653638.000000 Penalty: 5328.830078
	Iteration 20F: 3 clusters Score -8653638 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -8653695.000000 Penalty: 5328.830078
	Iteration 21Q: 3 clusters Score -8653695 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -8653691.000000 Penalty: 5328.830078
	Iteration 22Q: 3 clusters Score -8653691 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -8653746.000000 Penalty: 5328.830078
	Iteration 23Q: 3 clusters Score -8653746 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -8653764.000000 Penalty: 5328.830078
	Iteration 24Q: 3 clusters Score -8653764 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -8653784.000000 Penalty: 5328.830078
	Iteration 25Q: 3 clusters Score -8653784 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -8653847.000000 Penalty: 5328.830078
	Iteration 26Q: 3 clusters Score -8653847 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -8653868.000000 Penalty: 5328.830078
	Iteration 27Q: 3 clusters Score -8653868 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -8653888.000000 Penalty: 5328.830078
	Iteration 28Q: 3 clusters Score -8653888 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -8653877.000000 Penalty: 5328.830078
	Iteration 29Q: 3 clusters Score -8653877 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -8653903.000000 Penalty: 5328.830078
	Iteration 30Q: 3 clusters Score -8653903 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -8653938.000000 Penalty: 5328.830078
	Iteration 31Q: 3 clusters Score -8653938 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -8653928.000000 Penalty: 5328.830078
	Iteration 32Q: 3 clusters Score -8653928 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -8653946.000000 Penalty: 5328.830078
	Iteration 33Q: 3 clusters Score -8653946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -8653955.000000 Penalty: 5328.830078
	Iteration 34Q: 3 clusters Score -8653955 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -8653954.000000 Penalty: 5328.830078
	Iteration 35Q: 3 clusters Score -8653954 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -8653976.000000 Penalty: 5328.830078
	Iteration 36Q: 3 clusters Score -8653976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -8653990.000000 Penalty: 5328.830078
	Iteration 37Q: 3 clusters Score -8653990 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -8653999.000000 Penalty: 5328.830078
	Iteration 38Q: 3 clusters Score -8653999 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -8654012.000000 Penalty: 5328.830078
	Iteration 39Q: 3 clusters Score -8654012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -8654000.000000 Penalty: 5328.830078
	Iteration 40F: 3 clusters Score -8654000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -8654001.000000 Penalty: 5328.830078
	Iteration 41Q: 3 clusters Score -8654001 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -8653998.000000 Penalty: 5328.830078
	Iteration 42Q: 3 clusters Score -8653998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -8653989.000000 Penalty: 5328.830078
	Iteration 43Q: 3 clusters Score -8653989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -8653994.000000 Penalty: 5328.830078
	Iteration 44Q: 3 clusters Score -8653994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -8653987.000000 Penalty: 5328.830078
	Iteration 45Q: 3 clusters Score -8653987 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -8654010.000000 Penalty: 5328.830078
	Iteration 46Q: 3 clusters Score -8654010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -8654008.000000 Penalty: 5328.830078
	Iteration 47Q: 3 clusters Score -8654008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -8654005.000000 Penalty: 5328.830078
	Iteration 48Q: 3 clusters Score -8654005 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -8654007.000000 Penalty: 5328.830078
	Iteration 49Q: 3 clusters Score -8654007 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -8654029.000000 Penalty: 5328.830078
	Iteration 50Q: 3 clusters Score -8654029 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -8654048.000000 Penalty: 5328.830078
	Iteration 51Q: 3 clusters Score -8654048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -8654043.000000 Penalty: 5328.830078
	Iteration 52Q: 3 clusters Score -8654043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -8654056.000000 Penalty: 5328.830078
	Iteration 53Q: 3 clusters Score -8654056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -8654046.000000 Penalty: 5328.830078
	Iteration 54Q: 3 clusters Score -8654046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -8654046.000000 Penalty: 5328.830078
	Iteration 55Q: 3 clusters Score -8654046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -8654045.000000 Penalty: 5328.830078
	Iteration 56Q: 3 clusters Score -8654045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -8654045.000000 Penalty: 5328.830078
	Iteration 57Q: 3 clusters Score -8654045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -8654033.000000 Penalty: 5328.830078
	Iteration 58Q: 3 clusters Score -8654033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -8654045.000000 Penalty: 5328.830078
	Iteration 59Q: 3 clusters Score -8654045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -8654040.000000 Penalty: 5328.830078
	Iteration 60F: 3 clusters Score -8654040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -8654036.000000 Penalty: 5328.830078
	Iteration 61Q: 3 clusters Score -8654036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -8654044.000000 Penalty: 5328.830078
	Iteration 62Q: 3 clusters Score -8654044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -8654055.000000 Penalty: 5328.830078
	Iteration 63Q: 3 clusters Score -8654055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -8654059.000000 Penalty: 5328.830078
	Iteration 64Q: 3 clusters Score -8654059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -8654046.000000 Penalty: 5328.830078
	Iteration 65Q: 3 clusters Score -8654046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -8654060.000000 Penalty: 5328.830078
	Iteration 66Q: 3 clusters Score -8654060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -8654054.000000 Penalty: 5328.830078
	Iteration 67Q: 3 clusters Score -8654054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -8654063.000000 Penalty: 5328.830078
	Iteration 68Q: 3 clusters Score -8654063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -8654076.000000 Penalty: 5328.830078
	Iteration 69Q: 3 clusters Score -8654076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -8654069.000000 Penalty: 5328.830078
	Iteration 70Q: 3 clusters Score -8654069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -8654093.000000 Penalty: 5328.830078
	Iteration 71Q: 3 clusters Score -8654093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -8654081.000000 Penalty: 5328.830078
	Iteration 72Q: 3 clusters Score -8654081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -8654088.000000 Penalty: 5328.830078
	Iteration 73Q: 3 clusters Score -8654088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -8654093.000000 Penalty: 5328.830078
	Iteration 74Q: 3 clusters Score -8654093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -8654094.000000 Penalty: 5328.830078
	Iteration 75Q: 3 clusters Score -8654094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -8654083.000000 Penalty: 5328.830078
	Iteration 76Q: 3 clusters Score -8654083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -8654086.000000 Penalty: 5328.830078
	Iteration 77Q: 3 clusters Score -8654086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -8654085.000000 Penalty: 5328.830078
	Iteration 78Q: 3 clusters Score -8654085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -8654087.000000 Penalty: 5328.830078
	Iteration 79Q: 3 clusters Score -8654087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -8654081.000000 Penalty: 5328.830078
	Iteration 80F: 3 clusters Score -8654081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -8654073.000000 Penalty: 5328.830078
	Iteration 81Q: 3 clusters Score -8654073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -8654085.000000 Penalty: 5328.830078
	Iteration 82Q: 3 clusters Score -8654085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -8654080.000000 Penalty: 5328.830078
	Iteration 83Q: 3 clusters Score -8654080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -8654080.000000 Penalty: 5328.830078
	Iteration 84Q: 3 clusters Score -8654080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -8654075.000000 Penalty: 5328.830078
	Iteration 85Q: 3 clusters Score -8654075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -8654075.000000 Penalty: 5328.830078
	Iteration 86F: 3 clusters Score -8654075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -96361.164062 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -96361.16 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 297 members 
Entering Unmasked Estep 
Score: -94779.656250 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -94779.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -94966.367188 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -94966.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -95024.648438 Penalty: 3127.912598
	Iteration 2Q: 3 clusters Score -95024.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95062.156250 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -95062.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95075.890625 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -95075.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -95085.179688 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -95085.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95086.882812 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -95086.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95088.656250 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -95088.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95090.296875 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -95090.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95090.296875 Penalty: 3127.912598
	Iteration 9F: 3 clusters Score -95090.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Entering Unmasked Estep 
Score: -8496206.000000 Penalty: 2661.388672
	Iteration 0F: 2 clusters Score -8496206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -8466654.000000 Penalty: 5322.777344
	Iteration 0F: 3 clusters Score -8466654 nChanged 21057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -8478182.000000 Penalty: 5322.777344
	Iteration 1F: 3 clusters Score -8478182 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8478651.000000 Penalty: 5322.777344
	Iteration 2Q: 3 clusters Score -8478651 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8479035.000000 Penalty: 5322.777344
	Iteration 3Q: 3 clusters Score -8479035 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8479445.000000 Penalty: 5322.777344
	Iteration 4Q: 3 clusters Score -8479445 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -8479805.000000 Penalty: 5322.777344
	Iteration 5Q: 3 clusters Score -8479805 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8480145.000000 Penalty: 5322.777344
	Iteration 6Q: 3 clusters Score -8480145 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -8480569.000000 Penalty: 5322.777344
	Iteration 7Q: 3 clusters Score -8480569 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -8481001.000000 Penalty: 5322.777344
	Iteration 8Q: 3 clusters Score -8481001 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -8481676.000000 Penalty: 5322.777344
	Iteration 9Q: 3 clusters Score -8481676 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -8482744.000000 Penalty: 5322.777344
	Iteration 10Q: 3 clusters Score -8482744 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -8484429.000000 Penalty: 5322.777344
	Iteration 11F: 3 clusters Score -8484429 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -8486473.000000 Penalty: 5322.777344
	Iteration 12F: 3 clusters Score -8486473 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -8488163.000000 Penalty: 5322.777344
	Iteration 13F: 3 clusters Score -8488163 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -8489078.000000 Penalty: 5322.777344
	Iteration 14Q: 3 clusters Score -8489078 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -8489555.000000 Penalty: 5322.777344
	Iteration 15Q: 3 clusters Score -8489555 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -8489846.000000 Penalty: 5322.777344
	Iteration 16Q: 3 clusters Score -8489846 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -8490096.000000 Penalty: 5322.777344
	Iteration 17Q: 3 clusters Score -8490096 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -8490371.000000 Penalty: 5322.777344
	Iteration 18Q: 3 clusters Score -8490371 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -8490635.000000 Penalty: 5322.777344
	Iteration 19Q: 3 clusters Score -8490635 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -8490851.000000 Penalty: 5322.777344
	Iteration 20F: 3 clusters Score -8490851 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -8491152.000000 Penalty: 5322.777344
	Iteration 21Q: 3 clusters Score -8491152 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -8491480.000000 Penalty: 5322.777344
	Iteration 22Q: 3 clusters Score -8491480 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -8491871.000000 Penalty: 5322.777344
	Iteration 23Q: 3 clusters Score -8491871 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -8492285.000000 Penalty: 5322.777344
	Iteration 24Q: 3 clusters Score -8492285 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -8492609.000000 Penalty: 5322.777344
	Iteration 25Q: 3 clusters Score -8492609 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -8492891.000000 Penalty: 5322.777344
	Iteration 26Q: 3 clusters Score -8492891 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -8493150.000000 Penalty: 5322.777344
	Iteration 27Q: 3 clusters Score -8493150 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -8493340.000000 Penalty: 5322.777344
	Iteration 28Q: 3 clusters Score -8493340 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -8493447.000000 Penalty: 5322.777344
	Iteration 29Q: 3 clusters Score -8493447 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -8493518.000000 Penalty: 5322.777344
	Iteration 30Q: 3 clusters Score -8493518 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -8493584.000000 Penalty: 5322.777344
	Iteration 31Q: 3 clusters Score -8493584 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -8493659.000000 Penalty: 5322.777344
	Iteration 32Q: 3 clusters Score -8493659 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -8493709.000000 Penalty: 5322.777344
	Iteration 33Q: 3 clusters Score -8493709 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -8493754.000000 Penalty: 5322.777344
	Iteration 34Q: 3 clusters Score -8493754 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -8493791.000000 Penalty: 5322.777344
	Iteration 35Q: 3 clusters Score -8493791 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -8493836.000000 Penalty: 5322.777344
	Iteration 36Q: 3 clusters Score -8493836 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -8493841.000000 Penalty: 5322.777344
	Iteration 37Q: 3 clusters Score -8493841 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -8493870.000000 Penalty: 5322.777344
	Iteration 38Q: 3 clusters Score -8493870 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -8493916.000000 Penalty: 5322.777344
	Iteration 39Q: 3 clusters Score -8493916 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -8493967.000000 Penalty: 5322.777344
	Iteration 40F: 3 clusters Score -8493967 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -8494010.000000 Penalty: 5322.777344
	Iteration 41Q: 3 clusters Score -8494010 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -8494064.000000 Penalty: 5322.777344
	Iteration 42Q: 3 clusters Score -8494064 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -8494091.000000 Penalty: 5322.777344
	Iteration 43Q: 3 clusters Score -8494091 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -8494086.000000 Penalty: 5322.777344
	Iteration 44Q: 3 clusters Score -8494086 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -8494099.000000 Penalty: 5322.777344
	Iteration 45Q: 3 clusters Score -8494099 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -8494080.000000 Penalty: 5322.777344
	Iteration 46Q: 3 clusters Score -8494080 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -8494104.000000 Penalty: 5322.777344
	Iteration 47Q: 3 clusters Score -8494104 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -8494141.000000 Penalty: 5322.777344
	Iteration 48Q: 3 clusters Score -8494141 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -8494174.000000 Penalty: 5322.777344
	Iteration 49Q: 3 clusters Score -8494174 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -8494155.000000 Penalty: 5322.777344
	Iteration 50Q: 3 clusters Score -8494155 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -8494193.000000 Penalty: 5322.777344
	Iteration 51Q: 3 clusters Score -8494193 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -8494223.000000 Penalty: 5322.777344
	Iteration 52Q: 3 clusters Score -8494223 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -8494223.000000 Penalty: 5322.777344
	Iteration 53Q: 3 clusters Score -8494223 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -8494240.000000 Penalty: 5322.777344
	Iteration 54Q: 3 clusters Score -8494240 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -8494244.000000 Penalty: 5322.777344
	Iteration 55Q: 3 clusters Score -8494244 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -8494244.000000 Penalty: 5322.777344
	Iteration 56Q: 3 clusters Score -8494244 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -8494252.000000 Penalty: 5322.777344
	Iteration 57Q: 3 clusters Score -8494252 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -8494268.000000 Penalty: 5322.777344
	Iteration 58Q: 3 clusters Score -8494268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -8494272.000000 Penalty: 5322.777344
	Iteration 59Q: 3 clusters Score -8494272 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -8494271.000000 Penalty: 5322.777344
	Iteration 60F: 3 clusters Score -8494271 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -8494292.000000 Penalty: 5322.777344
	Iteration 61Q: 3 clusters Score -8494292 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -8494304.000000 Penalty: 5322.777344
	Iteration 62Q: 3 clusters Score -8494304 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -8494318.000000 Penalty: 5322.777344
	Iteration 63Q: 3 clusters Score -8494318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -8494304.000000 Penalty: 5322.777344
	Iteration 64Q: 3 clusters Score -8494304 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -8494320.000000 Penalty: 5322.777344
	Iteration 65Q: 3 clusters Score -8494320 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -8494340.000000 Penalty: 5322.777344
	Iteration 66Q: 3 clusters Score -8494340 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -8494349.000000 Penalty: 5322.777344
	Iteration 67Q: 3 clusters Score -8494349 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -8494363.000000 Penalty: 5322.777344
	Iteration 68Q: 3 clusters Score -8494363 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -8494376.000000 Penalty: 5322.777344
	Iteration 69Q: 3 clusters Score -8494376 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -8494385.000000 Penalty: 5322.777344
	Iteration 70Q: 3 clusters Score -8494385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -8494407.000000 Penalty: 5322.777344
	Iteration 71Q: 3 clusters Score -8494407 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -8494418.000000 Penalty: 5322.777344
	Iteration 72Q: 3 clusters Score -8494418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -8494419.000000 Penalty: 5322.777344
	Iteration 73Q: 3 clusters Score -8494419 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -8494408.000000 Penalty: 5322.777344
	Iteration 74Q: 3 clusters Score -8494408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -8494415.000000 Penalty: 5322.777344
	Iteration 75Q: 3 clusters Score -8494415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -8494428.000000 Penalty: 5322.777344
	Iteration 76Q: 3 clusters Score -8494428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -8494436.000000 Penalty: 5322.777344
	Iteration 77Q: 3 clusters Score -8494436 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -8494457.000000 Penalty: 5322.777344
	Iteration 78Q: 3 clusters Score -8494457 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -8494439.000000 Penalty: 5322.777344
	Iteration 79Q: 3 clusters Score -8494439 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -8494450.000000 Penalty: 5322.777344
	Iteration 80F: 3 clusters Score -8494450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -8494453.000000 Penalty: 5322.777344
	Iteration 81Q: 3 clusters Score -8494453 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -8494475.000000 Penalty: 5322.777344
	Iteration 82Q: 3 clusters Score -8494475 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -8494472.000000 Penalty: 5322.777344
	Iteration 83Q: 3 clusters Score -8494472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -8494479.000000 Penalty: 5322.777344
	Iteration 84Q: 3 clusters Score -8494479 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -8494476.000000 Penalty: 5322.777344
	Iteration 85Q: 3 clusters Score -8494476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -8494474.000000 Penalty: 5322.777344
	Iteration 86Q: 3 clusters Score -8494474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -8494464.000000 Penalty: 5322.777344
	Iteration 87Q: 3 clusters Score -8494464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -8494471.000000 Penalty: 5322.777344
	Iteration 88Q: 3 clusters Score -8494471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -8494468.000000 Penalty: 5322.777344
	Iteration 89Q: 3 clusters Score -8494468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -8494472.000000 Penalty: 5322.777344
	Iteration 90Q: 3 clusters Score -8494472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -8494494.000000 Penalty: 5322.777344
	Iteration 91Q: 3 clusters Score -8494494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -8494491.000000 Penalty: 5322.777344
	Iteration 92Q: 3 clusters Score -8494491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -8494479.000000 Penalty: 5322.777344
	Iteration 93Q: 3 clusters Score -8494479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -8494486.000000 Penalty: 5322.777344
	Iteration 94Q: 3 clusters Score -8494486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -8494473.000000 Penalty: 5322.777344
	Iteration 95Q: 3 clusters Score -8494473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -8494470.000000 Penalty: 5322.777344
	Iteration 96Q: 3 clusters Score -8494470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -8494484.000000 Penalty: 5322.777344
	Iteration 97Q: 3 clusters Score -8494484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -8494493.000000 Penalty: 5322.777344
	Iteration 98Q: 3 clusters Score -8494493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -8494497.000000 Penalty: 5322.777344
	Iteration 99Q: 3 clusters Score -8494497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -8494498.000000 Penalty: 5322.777344
	Iteration 100F: 3 clusters Score -8494498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -8494496.000000 Penalty: 5322.777344
	Iteration 101Q: 3 clusters Score -8494496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -8494503.000000 Penalty: 5322.777344
	Iteration 102Q: 3 clusters Score -8494503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -8494520.000000 Penalty: 5322.777344
	Iteration 103Q: 3 clusters Score -8494520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -8494530.000000 Penalty: 5322.777344
	Iteration 104Q: 3 clusters Score -8494530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -8494527.000000 Penalty: 5322.777344
	Iteration 105Q: 3 clusters Score -8494527 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -8494525.000000 Penalty: 5322.777344
	Iteration 106Q: 3 clusters Score -8494525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -8494517.000000 Penalty: 5322.777344
	Iteration 107Q: 3 clusters Score -8494517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -8494527.000000 Penalty: 5322.777344
	Iteration 108Q: 3 clusters Score -8494527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -8494532.000000 Penalty: 5322.777344
	Iteration 109Q: 3 clusters Score -8494532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -8494533.000000 Penalty: 5322.777344
	Iteration 110Q: 3 clusters Score -8494533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -8494529.000000 Penalty: 5322.777344
	Iteration 111Q: 3 clusters Score -8494529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -8494513.000000 Penalty: 5322.777344
	Iteration 112Q: 3 clusters Score -8494513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -8494527.000000 Penalty: 5322.777344
	Iteration 113Q: 3 clusters Score -8494527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -8494519.000000 Penalty: 5322.777344
	Iteration 114Q: 3 clusters Score -8494519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -8494519.000000 Penalty: 5322.777344
	Iteration 115Q: 3 clusters Score -8494519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -8494512.000000 Penalty: 5322.777344
	Iteration 116Q: 3 clusters Score -8494512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -8494525.000000 Penalty: 5322.777344
	Iteration 117Q: 3 clusters Score -8494525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -8494511.000000 Penalty: 5322.777344
	Iteration 118Q: 3 clusters Score -8494511 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -8494511.000000 Penalty: 5322.777344
	Iteration 119Q: 3 clusters Score -8494511 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -8494504.000000 Penalty: 5322.777344
	Iteration 120F: 3 clusters Score -8494504 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -8494523.000000 Penalty: 5322.777344
	Iteration 121Q: 3 clusters Score -8494523 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -8494533.000000 Penalty: 5322.777344
	Iteration 122Q: 3 clusters Score -8494533 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -8494538.000000 Penalty: 5322.777344
	Iteration 123Q: 3 clusters Score -8494538 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -8494551.000000 Penalty: 5322.777344
	Iteration 124Q: 3 clusters Score -8494551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -8494561.000000 Penalty: 5322.777344
	Iteration 125Q: 3 clusters Score -8494561 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -8494576.000000 Penalty: 5322.777344
	Iteration 126Q: 3 clusters Score -8494576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -8494599.000000 Penalty: 5322.777344
	Iteration 127Q: 3 clusters Score -8494599 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -8494626.000000 Penalty: 5322.777344
	Iteration 128Q: 3 clusters Score -8494626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -8494631.000000 Penalty: 5322.777344
	Iteration 129Q: 3 clusters Score -8494631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -8494629.000000 Penalty: 5322.777344
	Iteration 130Q: 3 clusters Score -8494629 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -8494636.000000 Penalty: 5322.777344
	Iteration 131Q: 3 clusters Score -8494636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -8494640.000000 Penalty: 5322.777344
	Iteration 132Q: 3 clusters Score -8494640 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -8494631.000000 Penalty: 5322.777344
	Iteration 133Q: 3 clusters Score -8494631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -8494633.000000 Penalty: 5322.777344
	Iteration 134Q: 3 clusters Score -8494633 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -8494636.000000 Penalty: 5322.777344
	Iteration 135Q: 3 clusters Score -8494636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -8494640.000000 Penalty: 5322.777344
	Iteration 136Q: 3 clusters Score -8494640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -8494647.000000 Penalty: 5322.777344
	Iteration 137Q: 3 clusters Score -8494647 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -8494651.000000 Penalty: 5322.777344
	Iteration 138Q: 3 clusters Score -8494651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -8494657.000000 Penalty: 5322.777344
	Iteration 139Q: 3 clusters Score -8494657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -8494656.000000 Penalty: 5322.777344
	Iteration 140F: 3 clusters Score -8494656 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -8494657.000000 Penalty: 5322.777344
	Iteration 141Q: 3 clusters Score -8494657 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -8494656.000000 Penalty: 5322.777344
	Iteration 142Q: 3 clusters Score -8494656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -8494659.000000 Penalty: 5322.777344
	Iteration 143Q: 3 clusters Score -8494659 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -8494664.000000 Penalty: 5322.777344
	Iteration 144Q: 3 clusters Score -8494664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -8494692.000000 Penalty: 5322.777344
	Iteration 145Q: 3 clusters Score -8494692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -8494691.000000 Penalty: 5322.777344
	Iteration 146Q: 3 clusters Score -8494691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -8494681.000000 Penalty: 5322.777344
	Iteration 147Q: 3 clusters Score -8494681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -8494692.000000 Penalty: 5322.777344
	Iteration 148Q: 3 clusters Score -8494692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -8494692.000000 Penalty: 5322.777344
	Iteration 149Q: 3 clusters Score -8494692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -8494705.000000 Penalty: 5322.777344
	Iteration 150Q: 3 clusters Score -8494705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -8494695.000000 Penalty: 5322.777344
	Iteration 151Q: 3 clusters Score -8494695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -8494684.000000 Penalty: 5322.777344
	Iteration 152Q: 3 clusters Score -8494684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -8494689.000000 Penalty: 5322.777344
	Iteration 153Q: 3 clusters Score -8494689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -8494701.000000 Penalty: 5322.777344
	Iteration 154Q: 3 clusters Score -8494701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -8494700.000000 Penalty: 5322.777344
	Iteration 155Q: 3 clusters Score -8494700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -8494696.000000 Penalty: 5322.777344
	Iteration 156Q: 3 clusters Score -8494696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -8494697.000000 Penalty: 5322.777344
	Iteration 157Q: 3 clusters Score -8494697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -8494694.000000 Penalty: 5322.777344
	Iteration 158Q: 3 clusters Score -8494694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -8494700.000000 Penalty: 5322.777344
	Iteration 159Q: 3 clusters Score -8494700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -8494703.000000 Penalty: 5322.777344
	Iteration 160F: 3 clusters Score -8494703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -8494688.000000 Penalty: 5322.777344
	Iteration 161Q: 3 clusters Score -8494688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -8494699.000000 Penalty: 5322.777344
	Iteration 162Q: 3 clusters Score -8494699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -8494694.000000 Penalty: 5322.777344
	Iteration 163Q: 3 clusters Score -8494694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -8494688.000000 Penalty: 5322.777344
	Iteration 164Q: 3 clusters Score -8494688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -8494704.000000 Penalty: 5322.777344
	Iteration 165Q: 3 clusters Score -8494704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -8494704.000000 Penalty: 5322.777344
	Iteration 166Q: 3 clusters Score -8494704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -8494688.000000 Penalty: 5322.777344
	Iteration 167Q: 3 clusters Score -8494688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -8494686.000000 Penalty: 5322.777344
	Iteration 168Q: 3 clusters Score -8494686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -8494689.000000 Penalty: 5322.777344
	Iteration 169Q: 3 clusters Score -8494689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -8494684.000000 Penalty: 5322.777344
	Iteration 170Q: 3 clusters Score -8494684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -8494689.000000 Penalty: 5322.777344
	Iteration 171Q: 3 clusters Score -8494689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -8494685.000000 Penalty: 5322.777344
	Iteration 172Q: 3 clusters Score -8494685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -8494691.000000 Penalty: 5322.777344
	Iteration 173Q: 3 clusters Score -8494691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -8494693.000000 Penalty: 5322.777344
	Iteration 174Q: 3 clusters Score -8494693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -8494701.000000 Penalty: 5322.777344
	Iteration 175Q: 3 clusters Score -8494701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -8494711.000000 Penalty: 5322.777344
	Iteration 176Q: 3 clusters Score -8494711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -8494711.000000 Penalty: 5322.777344
	Iteration 177Q: 3 clusters Score -8494711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -8494717.000000 Penalty: 5322.777344
	Iteration 178Q: 3 clusters Score -8494717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -8494721.000000 Penalty: 5322.777344
	Iteration 179Q: 3 clusters Score -8494721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -8494724.000000 Penalty: 5322.777344
	Iteration 180F: 3 clusters Score -8494724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -8494726.000000 Penalty: 5322.777344
	Iteration 181Q: 3 clusters Score -8494726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -8494719.000000 Penalty: 5322.777344
	Iteration 182Q: 3 clusters Score -8494719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -8494718.000000 Penalty: 5322.777344
	Iteration 183Q: 3 clusters Score -8494718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -8494718.000000 Penalty: 5322.777344
	Iteration 184Q: 3 clusters Score -8494718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -8494728.000000 Penalty: 5322.777344
	Iteration 185Q: 3 clusters Score -8494728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -8494730.000000 Penalty: 5322.777344
	Iteration 186Q: 3 clusters Score -8494730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -8494727.000000 Penalty: 5322.777344
	Iteration 187Q: 3 clusters Score -8494727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -8494730.000000 Penalty: 5322.777344
	Iteration 188Q: 3 clusters Score -8494730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -8494719.000000 Penalty: 5322.777344
	Iteration 189Q: 3 clusters Score -8494719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -8494730.000000 Penalty: 5322.777344
	Iteration 190Q: 3 clusters Score -8494730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -8494728.000000 Penalty: 5322.777344
	Iteration 191Q: 3 clusters Score -8494728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -8494718.000000 Penalty: 5322.777344
	Iteration 192Q: 3 clusters Score -8494718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -8494725.000000 Penalty: 5322.777344
	Iteration 193Q: 3 clusters Score -8494725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -8494722.000000 Penalty: 5322.777344
	Iteration 194Q: 3 clusters Score -8494722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -8494714.000000 Penalty: 5322.777344
	Iteration 195Q: 3 clusters Score -8494714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -8494720.000000 Penalty: 5322.777344
	Iteration 196Q: 3 clusters Score -8494720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -8494721.000000 Penalty: 5322.777344
	Iteration 197Q: 3 clusters Score -8494721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -8494714.000000 Penalty: 5322.777344
	Iteration 198Q: 3 clusters Score -8494714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -8494717.000000 Penalty: 5322.777344
	Iteration 199Q: 3 clusters Score -8494717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -8494700.000000 Penalty: 5322.777344
	Iteration 200F: 3 clusters Score -8494700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -8494701.000000 Penalty: 5322.777344
	Iteration 201Q: 3 clusters Score -8494701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -8494704.000000 Penalty: 5322.777344
	Iteration 202Q: 3 clusters Score -8494704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -8494705.000000 Penalty: 5322.777344
	Iteration 203Q: 3 clusters Score -8494705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -8494698.000000 Penalty: 5322.777344
	Iteration 204Q: 3 clusters Score -8494698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -8494694.000000 Penalty: 5322.777344
	Iteration 205Q: 3 clusters Score -8494694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -8494693.000000 Penalty: 5322.777344
	Iteration 206Q: 3 clusters Score -8494693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -8494689.000000 Penalty: 5322.777344
	Iteration 207Q: 3 clusters Score -8494689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -8494702.000000 Penalty: 5322.777344
	Iteration 208Q: 3 clusters Score -8494702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -8494694.000000 Penalty: 5322.777344
	Iteration 209Q: 3 clusters Score -8494694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -8494708.000000 Penalty: 5322.777344
	Iteration 210Q: 3 clusters Score -8494708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -8494712.000000 Penalty: 5322.777344
	Iteration 211Q: 3 clusters Score -8494712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -8494710.000000 Penalty: 5322.777344
	Iteration 212Q: 3 clusters Score -8494710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -8494711.000000 Penalty: 5322.777344
	Iteration 213Q: 3 clusters Score -8494711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -8494708.000000 Penalty: 5322.777344
	Iteration 214Q: 3 clusters Score -8494708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -8494707.000000 Penalty: 5322.777344
	Iteration 215Q: 3 clusters Score -8494707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -8494711.000000 Penalty: 5322.777344
	Iteration 216Q: 3 clusters Score -8494711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -8494707.000000 Penalty: 5322.777344
	Iteration 217Q: 3 clusters Score -8494707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -8494709.000000 Penalty: 5322.777344
	Iteration 218Q: 3 clusters Score -8494709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8494715.000000 Penalty: 5322.777344
	Iteration 219Q: 3 clusters Score -8494715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -8494718.000000 Penalty: 5322.777344
	Iteration 220F: 3 clusters Score -8494718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -8494722.000000 Penalty: 5322.777344
	Iteration 221Q: 3 clusters Score -8494722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -8494718.000000 Penalty: 5322.777344
	Iteration 222Q: 3 clusters Score -8494718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -8494711.000000 Penalty: 5322.777344
	Iteration 223Q: 3 clusters Score -8494711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -8494717.000000 Penalty: 5322.777344
	Iteration 224Q: 3 clusters Score -8494717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -8494723.000000 Penalty: 5322.777344
	Iteration 225Q: 3 clusters Score -8494723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -8494724.000000 Penalty: 5322.777344
	Iteration 226Q: 3 clusters Score -8494724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -8494724.000000 Penalty: 5322.777344
	Iteration 227F: 3 clusters Score -8494724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -564583.562500 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -564583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -561270.687500 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -561270.7 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -561891.437500 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -561891.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -562055.125000 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -562055.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -562152.062500 Penalty: 3977.728271
	Iteration 3F: 3 clusters Score -562152.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -562218.187500 Penalty: 3977.728271
	Iteration 4Q: 3 clusters Score -562218.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -562273.937500 Penalty: 3977.728271
	Iteration 5Q: 3 clusters Score -562273.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -562325.187500 Penalty: 3977.728271
	Iteration 6Q: 3 clusters Score -562325.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -562359.875000 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -562359.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -562385.000000 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -562385 nChanged 35
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: -562400.937500 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -562400.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -562415.687500 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -562415.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -562426.625000 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -562426.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -562438.625000 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -562438.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -562453.437500 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -562453.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -562462.312500 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -562462.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -562474.250000 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -562474.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -562493.125000 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -562493.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -562514.625000 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -562514.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -562525.500000 Penalty: 3977.728271
	Iteration 18Q: 3 clusters Score -562525.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -562542.625000 Penalty: 3977.728271
	Iteration 19Q: 3 clusters Score -562542.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -562560.500000 Penalty: 3977.728271
	Iteration 20F: 3 clusters Score -562560.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -562573.937500 Penalty: 3977.728271
	Iteration 21Q: 3 clusters Score -562573.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -562589.687500 Penalty: 3977.728271
	Iteration 22Q: 3 clusters Score -562589.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -562607.500000 Penalty: 3977.728271
	Iteration 23Q: 3 clusters Score -562607.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -562630.500000 Penalty: 3977.728271
	Iteration 24Q: 3 clusters Score -562630.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -562642.875000 Penalty: 3977.728271
	Iteration 25Q: 3 clusters Score -562642.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -562651.187500 Penalty: 3977.728271
	Iteration 26Q: 3 clusters Score -562651.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -562660.562500 Penalty: 3977.728271
	Iteration 27Q: 3 clusters Score -562660.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -562670.437500 Penalty: 3977.728271
	Iteration 28Q: 3 clusters Score -562670.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -562679.062500 Penalty: 3977.728271
	Iteration 29Q: 3 clusters Score -562679.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -562689.000000 Penalty: 3977.728271
	Iteration 30Q: 3 clusters Score -562689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -562696.125000 Penalty: 3977.728271
	Iteration 31Q: 3 clusters Score -562696.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -562701.437500 Penalty: 3977.728271
	Iteration 32Q: 3 clusters Score -562701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -562705.312500 Penalty: 3977.728271
	Iteration 33Q: 3 clusters Score -562705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -562707.625000 Penalty: 3977.728271
	Iteration 34Q: 3 clusters Score -562707.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -562711.437500 Penalty: 3977.728271
	Iteration 35Q: 3 clusters Score -562711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -562713.562500 Penalty: 3977.728271
	Iteration 36Q: 3 clusters Score -562713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -562714.562500 Penalty: 3977.728271
	Iteration 37Q: 3 clusters Score -562714.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -562718.625000 Penalty: 3977.728271
	Iteration 38Q: 3 clusters Score -562718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -562722.687500 Penalty: 3977.728271
	Iteration 39Q: 3 clusters Score -562722.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -562726.000000 Penalty: 3977.728271
	Iteration 40F: 3 clusters Score -562726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -562728.062500 Penalty: 3977.728271
	Iteration 41Q: 3 clusters Score -562728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -562729.187500 Penalty: 3977.728271
	Iteration 42Q: 3 clusters Score -562729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -562733.687500 Penalty: 3977.728271
	Iteration 43Q: 3 clusters Score -562733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -562736.500000 Penalty: 3977.728271
	Iteration 44Q: 3 clusters Score -562736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -562738.062500 Penalty: 3977.728271
	Iteration 45Q: 3 clusters Score -562738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -562738.062500 Penalty: 3977.728271
	Iteration 46F: 3 clusters Score -562738.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -141529.765625 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -141529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -139799.875000 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -139799.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -140084.859375 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -140084.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -140164.328125 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -140164.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -140228.125000 Penalty: 3322.340820
	Iteration 3Q: 3 clusters Score -140228.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -140309.531250 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -140309.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -140439.562500 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -140439.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -140560.921875 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -140560.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -140681.296875 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -140681.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -140806.359375 Penalty: 3322.340820
	Iteration 8F: 3 clusters Score -140806.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -140911.546875 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -140911.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -141016.359375 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -141016.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -141081.765625 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -141081.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -141145.406250 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -141145.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -141196.953125 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -141197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -141298.656250 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -141298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -141351.593750 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -141351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -141373.375000 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -141373.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -141399.000000 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -141399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -141418.125000 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -141418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -141434.859375 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -141434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -141491.015625 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -141491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -141526.671875 Penalty: 3322.340820
	Iteration 21Q: 3 clusters Score -141526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -141535.578125 Penalty: 3322.340820
	Iteration 22Q: 3 clusters Score -141535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -141542.781250 Penalty: 3322.340820
	Iteration 23Q: 3 clusters Score -141542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -141545.390625 Penalty: 3322.340820
	Iteration 24Q: 3 clusters Score -141545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -141545.390625 Penalty: 3322.340820
	Iteration 25F: 3 clusters Score -141545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 39269 members 
Mstep: Class 4 contains 41839 members 
Mstep: Class 5 contains 47371 members 
Mstep: Class 6 contains 43100 members 
Mstep: Class 7 contains 43707 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 43171 members 
Mstep: Class 10 contains 45539 members 
Mstep: Class 11 contains 8737 members 
Mstep: Class 12 contains 46401 members 
Mstep: Class 13 contains 46542 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23618 members 
Mstep: Class 16 contains 46333 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45771 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 584 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 227 members 
Entering Unmasked Estep 
Score: -106669576.000000 Penalty: 82330.929688
Splitting cluster 20 changes total score from -106671304.000000 to -106669576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -20293.675781 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -20293.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19246.189453 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -19246.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19487.152344 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -19487.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19575.925781 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -19575.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19624.328125 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -19624.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19671.533203 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -19671.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19676.744141 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -19676.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19679.646484 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -19679.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19694.125000 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -19694.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19699.234375 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -19699.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19702.572266 Penalty: 2774.976807
	Iteration 9Q: 3 clusters Score -19702.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19712.732422 Penalty: 2774.976807
	Iteration 10Q: 3 clusters Score -19712.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19712.732422 Penalty: 2774.976807
	Iteration 11F: 3 clusters Score -19712.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -93055.632812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -93055.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91495.398438 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91495.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92066.156250 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -92066.16 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92554.945312 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -92554.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92958.289062 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -92958.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -93151.179688 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -93151.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -93229.226562 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -93229.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93263.375000 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -93263.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93293.265625 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -93293.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93342.265625 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -93342.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -93383.367188 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -93383.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -93401.140625 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -93401.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -93416.234375 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -93416.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93420.437500 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -93420.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93421.375000 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -93421.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93421.375000 Penalty: 3220.151123
	Iteration 14F: 3 clusters Score -93421.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 39269 members 
Mstep: Class 4 contains 41839 members 
Mstep: Class 5 contains 47371 members 
Mstep: Class 6 contains 43100 members 
Mstep: Class 7 contains 43707 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 43171 members 
Mstep: Class 10 contains 45539 members 
Mstep: Class 11 contains 8737 members 
Mstep: Class 12 contains 46401 members 
Mstep: Class 13 contains 46542 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23618 members 
Mstep: Class 16 contains 46333 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45771 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Mstep: Class 25 contains 336 members 
Entering Unmasked Estep 
Score: -106669952.000000 Penalty: 82330.929688
Splitting cluster 22 changes total score from -106671304.000000 to -106669952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -51309.917969 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -51309.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49911.507812 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -49911.51 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50141.535156 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -50141.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50318.375000 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -50318.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50454.058594 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -50454.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50545.042969 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -50545.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50634.898438 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -50634.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50692.984375 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -50692.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50745.867188 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -50745.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50769.429688 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -50769.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50796.750000 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -50796.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50798.953125 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -50798.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50802.742188 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -50802.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50805.140625 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -50805.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50815.335938 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -50815.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50821.132812 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -50821.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50825.500000 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -50825.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50825.500000 Penalty: 3067.337891
	Iteration 16F: 3 clusters Score -50825.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -87781.164062 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -87781.16 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 326 members 
Entering Unmasked Estep 
Score: -86172.851562 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -86172.85 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86517.734375 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -86517.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86676.882812 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -86676.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86777.859375 Penalty: 3229.088135
	Iteration 3F: 3 clusters Score -86777.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86843.234375 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -86843.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86891.039062 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -86891.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86945.781250 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -86945.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86980.406250 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -86980.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -86996.101562 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -86996.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87024.453125 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -87024.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -87040.921875 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -87040.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87061.179688 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -87061.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -87079.304688 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -87079.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87086.945312 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -87086.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87091.859375 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -87091.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87092.125000 Penalty: 3229.088135
	Iteration 15F: 3 clusters Score -87092.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87098.195312 Penalty: 3229.088135
	Iteration 16Q: 3 clusters Score -87098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87098.195312 Penalty: 3229.088135
	Iteration 17F: 3 clusters Score -87098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 39269 members 
Mstep: Class 4 contains 41839 members 
Mstep: Class 5 contains 47371 members 
Mstep: Class 6 contains 43100 members 
Mstep: Class 7 contains 43707 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 43171 members 
Mstep: Class 10 contains 45539 members 
Mstep: Class 11 contains 8737 members 
Mstep: Class 12 contains 46401 members 
Mstep: Class 13 contains 46542 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23618 members 
Mstep: Class 16 contains 46333 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45771 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671224.000000 Penalty: 79037.695312
Iteration 439Q: 25 clusters Score -1.066712e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 39261 members 
Mstep: Class 4 contains 41835 members 
Mstep: Class 5 contains 47369 members 
Mstep: Class 6 contains 43111 members 
Mstep: Class 7 contains 43699 members 
Mstep: Class 8 contains 47244 members 
Mstep: Class 9 contains 43198 members 
Mstep: Class 10 contains 45542 members 
Mstep: Class 11 contains 8736 members 
Mstep: Class 12 contains 46414 members 
Mstep: Class 13 contains 46537 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23619 members 
Mstep: Class 16 contains 46340 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45773 members 
Mstep: Class 19 contains 3013 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671328.000000 Penalty: 79037.695312
Iteration 440F: 25 clusters Score -1.066713e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 3 contains 39259 members 
Mstep: Class 4 contains 41838 members 
Mstep: Class 5 contains 47360 members 
Mstep: Class 6 contains 43130 members 
Mstep: Class 7 contains 43706 members 
Mstep: Class 8 contains 47243 members 
Mstep: Class 9 contains 43208 members 
Mstep: Class 10 contains 45558 members 
Mstep: Class 11 contains 8736 members 
Mstep: Class 12 contains 46413 members 
Mstep: Class 13 contains 46542 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23616 members 
Mstep: Class 16 contains 46330 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45769 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671408.000000 Penalty: 79037.695312
Iteration 441Q: 25 clusters Score -1.066714e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 3 contains 39257 members 
Mstep: Class 4 contains 41831 members 
Mstep: Class 5 contains 47354 members 
Mstep: Class 6 contains 43146 members 
Mstep: Class 7 contains 43716 members 
Mstep: Class 8 contains 47245 members 
Mstep: Class 9 contains 43212 members 
Mstep: Class 10 contains 45567 members 
Mstep: Class 11 contains 8732 members 
Mstep: Class 12 contains 46424 members 
Mstep: Class 13 contains 46526 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23616 members 
Mstep: Class 16 contains 46338 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45768 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671432.000000 Penalty: 79037.695312
Iteration 442Q: 25 clusters Score -1.066714e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 3 contains 39257 members 
Mstep: Class 4 contains 41831 members 
Mstep: Class 5 contains 47353 members 
Mstep: Class 6 contains 43164 members 
Mstep: Class 7 contains 43723 members 
Mstep: Class 8 contains 47242 members 
Mstep: Class 9 contains 43218 members 
Mstep: Class 10 contains 45565 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 46421 members 
Mstep: Class 13 contains 46523 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23615 members 
Mstep: Class 16 contains 46342 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45767 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671504.000000 Penalty: 79037.695312
Iteration 443Q: 25 clusters Score -1.066715e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 3 contains 39257 members 
Mstep: Class 4 contains 41829 members 
Mstep: Class 5 contains 47345 members 
Mstep: Class 6 contains 43178 members 
Mstep: Class 7 contains 43724 members 
Mstep: Class 8 contains 47250 members 
Mstep: Class 9 contains 43226 members 
Mstep: Class 10 contains 45567 members 
Mstep: Class 11 contains 8727 members 
Mstep: Class 12 contains 46416 members 
Mstep: Class 13 contains 46518 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23616 members 
Mstep: Class 16 contains 46355 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45754 members 
Mstep: Class 19 contains 2932 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671472.000000 Penalty: 79037.695312
Iteration 444Q: 25 clusters Score -1.066715e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 39263 members 
Mstep: Class 4 contains 41828 members 
Mstep: Class 5 contains 47342 members 
Mstep: Class 6 contains 43184 members 
Mstep: Class 7 contains 43735 members 
Mstep: Class 8 contains 47252 members 
Mstep: Class 9 contains 43233 members 
Mstep: Class 10 contains 45568 members 
Mstep: Class 11 contains 8727 members 
Mstep: Class 12 contains 46416 members 
Mstep: Class 13 contains 46516 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23617 members 
Mstep: Class 16 contains 46362 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45735 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671440.000000 Penalty: 79037.695312
Iteration 445Q: 25 clusters Score -1.066714e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 39267 members 
Mstep: Class 4 contains 41819 members 
Mstep: Class 5 contains 47338 members 
Mstep: Class 6 contains 43194 members 
Mstep: Class 7 contains 43730 members 
Mstep: Class 8 contains 47249 members 
Mstep: Class 9 contains 43235 members 
Mstep: Class 10 contains 45575 members 
Mstep: Class 11 contains 8727 members 
Mstep: Class 12 contains 46426 members 
Mstep: Class 13 contains 46522 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23616 members 
Mstep: Class 16 contains 46357 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45727 members 
Mstep: Class 19 contains 2907 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671624.000000 Penalty: 79037.695312
Iteration 446Q: 25 clusters Score -1.066716e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6037 members 
Mstep: Class 3 contains 39267 members 
Mstep: Class 4 contains 41820 members 
Mstep: Class 5 contains 47332 members 
Mstep: Class 6 contains 43198 members 
Mstep: Class 7 contains 43745 members 
Mstep: Class 8 contains 47262 members 
Mstep: Class 9 contains 43227 members 
Mstep: Class 10 contains 45572 members 
Mstep: Class 11 contains 8727 members 
Mstep: Class 12 contains 46420 members 
Mstep: Class 13 contains 46524 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23616 members 
Mstep: Class 16 contains 46351 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45729 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671472.000000 Penalty: 79037.695312
Iteration 447Q: 25 clusters Score -1.066715e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 39261 members 
Mstep: Class 4 contains 41816 members 
Mstep: Class 5 contains 47350 members 
Mstep: Class 6 contains 43197 members 
Mstep: Class 7 contains 43757 members 
Mstep: Class 8 contains 47262 members 
Mstep: Class 9 contains 43230 members 
Mstep: Class 10 contains 45566 members 
Mstep: Class 11 contains 8727 members 
Mstep: Class 12 contains 46421 members 
Mstep: Class 13 contains 46529 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23616 members 
Mstep: Class 16 contains 46336 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45726 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671584.000000 Penalty: 79037.695312
Iteration 448Q: 25 clusters Score -1.066716e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 39265 members 
Mstep: Class 4 contains 41814 members 
Mstep: Class 5 contains 47346 members 
Mstep: Class 6 contains 43192 members 
Mstep: Class 7 contains 43751 members 
Mstep: Class 8 contains 47275 members 
Mstep: Class 9 contains 43227 members 
Mstep: Class 10 contains 45563 members 
Mstep: Class 11 contains 8728 members 
Mstep: Class 12 contains 46415 members 
Mstep: Class 13 contains 46544 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23618 members 
Mstep: Class 16 contains 46341 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45721 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671520.000000 Penalty: 79037.695312
Iteration 449Q: 25 clusters Score -1.066715e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 39274 members 
Mstep: Class 4 contains 41809 members 
Mstep: Class 5 contains 47355 members 
Mstep: Class 6 contains 43201 members 
Mstep: Class 7 contains 43752 members 
Mstep: Class 8 contains 47275 members 
Mstep: Class 9 contains 43222 members 
Mstep: Class 10 contains 45568 members 
Mstep: Class 11 contains 8730 members 
Mstep: Class 12 contains 46408 members 
Mstep: Class 13 contains 46537 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23612 members 
Mstep: Class 16 contains 46337 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45721 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671568.000000 Penalty: 79037.695312
Iteration 450Q: 25 clusters Score -1.066716e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 39276 members 
Mstep: Class 4 contains 41804 members 
Mstep: Class 5 contains 47355 members 
Mstep: Class 6 contains 43199 members 
Mstep: Class 7 contains 43762 members 
Mstep: Class 8 contains 47277 members 
Mstep: Class 9 contains 43203 members 
Mstep: Class 10 contains 45576 members 
Mstep: Class 11 contains 8733 members 
Mstep: Class 12 contains 46411 members 
Mstep: Class 13 contains 46552 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23609 members 
Mstep: Class 16 contains 46329 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45718 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671632.000000 Penalty: 79037.695312
Iteration 451Q: 25 clusters Score -1.066716e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6040 members 
Mstep: Class 3 contains 39276 members 
Mstep: Class 4 contains 41802 members 
Mstep: Class 5 contains 47356 members 
Mstep: Class 6 contains 43195 members 
Mstep: Class 7 contains 43758 members 
Mstep: Class 8 contains 47285 members 
Mstep: Class 9 contains 43194 members 
Mstep: Class 10 contains 45587 members 
Mstep: Class 11 contains 8739 members 
Mstep: Class 12 contains 46421 members 
Mstep: Class 13 contains 46564 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23603 members 
Mstep: Class 16 contains 46335 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45698 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671576.000000 Penalty: 79037.695312
Iteration 452Q: 25 clusters Score -1.066716e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6043 members 
Mstep: Class 3 contains 39277 members 
Mstep: Class 4 contains 41792 members 
Mstep: Class 5 contains 47361 members 
Mstep: Class 6 contains 43187 members 
Mstep: Class 7 contains 43760 members 
Mstep: Class 8 contains 47290 members 
Mstep: Class 9 contains 43187 members 
Mstep: Class 10 contains 45597 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 46426 members 
Mstep: Class 13 contains 46584 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23600 members 
Mstep: Class 16 contains 46323 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45691 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671560.000000 Penalty: 79037.695312
Iteration 453Q: 25 clusters Score -1.066716e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6046 members 
Mstep: Class 3 contains 39274 members 
Mstep: Class 4 contains 41784 members 
Mstep: Class 5 contains 47375 members 
Mstep: Class 6 contains 43179 members 
Mstep: Class 7 contains 43761 members 
Mstep: Class 8 contains 47273 members 
Mstep: Class 9 contains 43186 members 
Mstep: Class 10 contains 45613 members 
Mstep: Class 11 contains 8748 members 
Mstep: Class 12 contains 46410 members 
Mstep: Class 13 contains 46608 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23596 members 
Mstep: Class 16 contains 46330 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45684 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671424.000000 Penalty: 79037.695312
Iteration 454Q: 25 clusters Score -1.066714e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6047 members 
Mstep: Class 3 contains 39276 members 
Mstep: Class 4 contains 41775 members 
Mstep: Class 5 contains 47388 members 
Mstep: Class 6 contains 43168 members 
Mstep: Class 7 contains 43755 members 
Mstep: Class 8 contains 47261 members 
Mstep: Class 9 contains 43197 members 
Mstep: Class 10 contains 45613 members 
Mstep: Class 11 contains 8752 members 
Mstep: Class 12 contains 46399 members 
Mstep: Class 13 contains 46630 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23595 members 
Mstep: Class 16 contains 46345 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45670 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671352.000000 Penalty: 79037.695312
Iteration 455Q: 25 clusters Score -1.066714e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 39279 members 
Mstep: Class 4 contains 41767 members 
Mstep: Class 5 contains 47393 members 
Mstep: Class 6 contains 43162 members 
Mstep: Class 7 contains 43760 members 
Mstep: Class 8 contains 47268 members 
Mstep: Class 9 contains 43193 members 
Mstep: Class 10 contains 45617 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 46386 members 
Mstep: Class 13 contains 46654 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23597 members 
Mstep: Class 16 contains 46335 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45660 members 
Mstep: Class 19 contains 2851 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671424.000000 Penalty: 79037.695312
Iteration 456Q: 25 clusters Score -1.066714e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 39267 members 
Mstep: Class 4 contains 41762 members 
Mstep: Class 5 contains 47398 members 
Mstep: Class 6 contains 43159 members 
Mstep: Class 7 contains 43767 members 
Mstep: Class 8 contains 47271 members 
Mstep: Class 9 contains 43184 members 
Mstep: Class 10 contains 45623 members 
Mstep: Class 11 contains 8753 members 
Mstep: Class 12 contains 46379 members 
Mstep: Class 13 contains 46679 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23598 members 
Mstep: Class 16 contains 46332 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45653 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671328.000000 Penalty: 79037.695312
Iteration 457Q: 25 clusters Score -1.066713e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 39257 members 
Mstep: Class 4 contains 41758 members 
Mstep: Class 5 contains 47400 members 
Mstep: Class 6 contains 43164 members 
Mstep: Class 7 contains 43778 members 
Mstep: Class 8 contains 47258 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 45630 members 
Mstep: Class 11 contains 8755 members 
Mstep: Class 12 contains 46377 members 
Mstep: Class 13 contains 46683 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23596 members 
Mstep: Class 16 contains 46345 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45642 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671272.000000 Penalty: 79037.695312
Iteration 458Q: 25 clusters Score -1.066713e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 39247 members 
Mstep: Class 4 contains 41746 members 
Mstep: Class 5 contains 47396 members 
Mstep: Class 6 contains 43167 members 
Mstep: Class 7 contains 43776 members 
Mstep: Class 8 contains 47271 members 
Mstep: Class 9 contains 43190 members 
Mstep: Class 10 contains 45623 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 12 contains 46373 members 
Mstep: Class 13 contains 46704 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23597 members 
Mstep: Class 16 contains 46357 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45632 members 
Mstep: Class 19 contains 2838 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671272.000000 Penalty: 79037.695312
Iteration 459Q: 25 clusters Score -1.066713e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 39232 members 
Mstep: Class 4 contains 41741 members 
Mstep: Class 5 contains 47399 members 
Mstep: Class 6 contains 43172 members 
Mstep: Class 7 contains 43772 members 
Mstep: Class 8 contains 47274 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 45617 members 
Mstep: Class 11 contains 8759 members 
Mstep: Class 12 contains 46366 members 
Mstep: Class 13 contains 46708 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23598 members 
Mstep: Class 16 contains 46372 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45640 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671184.000000 Penalty: 79037.695312
Iteration 460F: 25 clusters Score -1.066712e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 39218 members 
Mstep: Class 4 contains 41741 members 
Mstep: Class 5 contains 47408 members 
Mstep: Class 6 contains 43166 members 
Mstep: Class 7 contains 43760 members 
Mstep: Class 8 contains 47253 members 
Mstep: Class 9 contains 43197 members 
Mstep: Class 10 contains 45610 members 
Mstep: Class 11 contains 8761 members 
Mstep: Class 12 contains 46364 members 
Mstep: Class 13 contains 46731 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23595 members 
Mstep: Class 16 contains 46387 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45647 members 
Mstep: Class 19 contains 2836 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671240.000000 Penalty: 79037.695312
Iteration 461Q: 25 clusters Score -1.066712e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 3 contains 39209 members 
Mstep: Class 4 contains 41737 members 
Mstep: Class 5 contains 47423 members 
Mstep: Class 6 contains 43155 members 
Mstep: Class 7 contains 43746 members 
Mstep: Class 8 contains 47244 members 
Mstep: Class 9 contains 43201 members 
Mstep: Class 10 contains 45610 members 
Mstep: Class 11 contains 8763 members 
Mstep: Class 12 contains 46362 members 
Mstep: Class 13 contains 46739 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23597 members 
Mstep: Class 16 contains 46402 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45649 members 
Mstep: Class 19 contains 2834 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671296.000000 Penalty: 79037.695312
Iteration 462Q: 25 clusters Score -1.066713e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 39197 members 
Mstep: Class 4 contains 41730 members 
Mstep: Class 5 contains 47427 members 
Mstep: Class 6 contains 43145 members 
Mstep: Class 7 contains 43738 members 
Mstep: Class 8 contains 47242 members 
Mstep: Class 9 contains 43202 members 
Mstep: Class 10 contains 45605 members 
Mstep: Class 11 contains 8766 members 
Mstep: Class 12 contains 46369 members 
Mstep: Class 13 contains 46750 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23595 members 
Mstep: Class 16 contains 46422 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45650 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671232.000000 Penalty: 79037.695312
Iteration 463Q: 25 clusters Score -1.066712e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6058 members 
Mstep: Class 3 contains 39195 members 
Mstep: Class 4 contains 41719 members 
Mstep: Class 5 contains 47427 members 
Mstep: Class 6 contains 43147 members 
Mstep: Class 7 contains 43729 members 
Mstep: Class 8 contains 47230 members 
Mstep: Class 9 contains 43209 members 
Mstep: Class 10 contains 45611 members 
Mstep: Class 11 contains 8770 members 
Mstep: Class 12 contains 46377 members 
Mstep: Class 13 contains 46759 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23592 members 
Mstep: Class 16 contains 46428 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45644 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671144.000000 Penalty: 79037.695312
Iteration 464Q: 25 clusters Score -1.066711e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6062 members 
Mstep: Class 3 contains 39190 members 
Mstep: Class 4 contains 41714 members 
Mstep: Class 5 contains 47424 members 
Mstep: Class 6 contains 43152 members 
Mstep: Class 7 contains 43719 members 
Mstep: Class 8 contains 47206 members 
Mstep: Class 9 contains 43220 members 
Mstep: Class 10 contains 45611 members 
Mstep: Class 11 contains 8776 members 
Mstep: Class 12 contains 46382 members 
Mstep: Class 13 contains 46775 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23589 members 
Mstep: Class 16 contains 46440 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45637 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671248.000000 Penalty: 79037.695312
Iteration 465Q: 25 clusters Score -1.066712e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6064 members 
Mstep: Class 3 contains 39173 members 
Mstep: Class 4 contains 41709 members 
Mstep: Class 5 contains 47424 members 
Mstep: Class 6 contains 43148 members 
Mstep: Class 7 contains 43724 members 
Mstep: Class 8 contains 47201 members 
Mstep: Class 9 contains 43225 members 
Mstep: Class 10 contains 45607 members 
Mstep: Class 11 contains 8781 members 
Mstep: Class 12 contains 46396 members 
Mstep: Class 13 contains 46775 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23590 members 
Mstep: Class 16 contains 46448 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45632 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671288.000000 Penalty: 79037.695312
Iteration 466Q: 25 clusters Score -1.066713e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6063 members 
Mstep: Class 3 contains 39164 members 
Mstep: Class 4 contains 41708 members 
Mstep: Class 5 contains 47431 members 
Mstep: Class 6 contains 43147 members 
Mstep: Class 7 contains 43711 members 
Mstep: Class 8 contains 47204 members 
Mstep: Class 9 contains 43235 members 
Mstep: Class 10 contains 45598 members 
Mstep: Class 11 contains 8787 members 
Mstep: Class 12 contains 46410 members 
Mstep: Class 13 contains 46768 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23588 members 
Mstep: Class 16 contains 46453 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45630 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671144.000000 Penalty: 79037.695312
Iteration 467Q: 25 clusters Score -1.066711e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6063 members 
Mstep: Class 3 contains 39145 members 
Mstep: Class 4 contains 41707 members 
Mstep: Class 5 contains 47428 members 
Mstep: Class 6 contains 43140 members 
Mstep: Class 7 contains 43717 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 9 contains 43241 members 
Mstep: Class 10 contains 45591 members 
Mstep: Class 11 contains 8789 members 
Mstep: Class 12 contains 46424 members 
Mstep: Class 13 contains 46771 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23589 members 
Mstep: Class 16 contains 46466 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45630 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671224.000000 Penalty: 79037.695312
Iteration 468Q: 25 clusters Score -1.066712e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6059 members 
Mstep: Class 3 contains 39139 members 
Mstep: Class 4 contains 41709 members 
Mstep: Class 5 contains 47440 members 
Mstep: Class 6 contains 43136 members 
Mstep: Class 7 contains 43712 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 9 contains 43247 members 
Mstep: Class 10 contains 45586 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 46434 members 
Mstep: Class 13 contains 46777 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23588 members 
Mstep: Class 16 contains 46456 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45628 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671304.000000 Penalty: 79037.695312
Iteration 469Q: 25 clusters Score -1.066713e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 39133 members 
Mstep: Class 4 contains 41703 members 
Mstep: Class 5 contains 47430 members 
Mstep: Class 6 contains 43144 members 
Mstep: Class 7 contains 43715 members 
Mstep: Class 8 contains 47203 members 
Mstep: Class 9 contains 43250 members 
Mstep: Class 10 contains 45584 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 46445 members 
Mstep: Class 13 contains 46775 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23588 members 
Mstep: Class 16 contains 46458 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45623 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671424.000000 Penalty: 79037.695312
Iteration 470Q: 25 clusters Score -1.066714e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 39126 members 
Mstep: Class 4 contains 41700 members 
Mstep: Class 5 contains 47433 members 
Mstep: Class 6 contains 43146 members 
Mstep: Class 7 contains 43719 members 
Mstep: Class 8 contains 47198 members 
Mstep: Class 9 contains 43250 members 
Mstep: Class 10 contains 45583 members 
Mstep: Class 11 contains 8796 members 
Mstep: Class 12 contains 46448 members 
Mstep: Class 13 contains 46772 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23589 members 
Mstep: Class 16 contains 46466 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45619 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671432.000000 Penalty: 79037.695312
Iteration 471Q: 25 clusters Score -1.066714e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 39137 members 
Mstep: Class 4 contains 41691 members 
Mstep: Class 5 contains 47428 members 
Mstep: Class 6 contains 43147 members 
Mstep: Class 7 contains 43718 members 
Mstep: Class 8 contains 47200 members 
Mstep: Class 9 contains 43249 members 
Mstep: Class 10 contains 45581 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 46456 members 
Mstep: Class 13 contains 46767 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23589 members 
Mstep: Class 16 contains 46466 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45617 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671488.000000 Penalty: 79037.695312
Iteration 472Q: 25 clusters Score -1.066715e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 39133 members 
Mstep: Class 4 contains 41685 members 
Mstep: Class 5 contains 47428 members 
Mstep: Class 6 contains 43145 members 
Mstep: Class 7 contains 43725 members 
Mstep: Class 8 contains 47205 members 
Mstep: Class 9 contains 43249 members 
Mstep: Class 10 contains 45581 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 46468 members 
Mstep: Class 13 contains 46766 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23585 members 
Mstep: Class 16 contains 46457 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45615 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671448.000000 Penalty: 79037.695312
Iteration 473Q: 25 clusters Score -1.066714e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 39132 members 
Mstep: Class 4 contains 41678 members 
Mstep: Class 5 contains 47426 members 
Mstep: Class 6 contains 43143 members 
Mstep: Class 7 contains 43733 members 
Mstep: Class 8 contains 47208 members 
Mstep: Class 9 contains 43258 members 
Mstep: Class 10 contains 45582 members 
Mstep: Class 11 contains 8811 members 
Mstep: Class 12 contains 46470 members 
Mstep: Class 13 contains 46761 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23583 members 
Mstep: Class 16 contains 46456 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45604 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671424.000000 Penalty: 79037.695312
Iteration 474Q: 25 clusters Score -1.066714e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 3 contains 39127 members 
Mstep: Class 4 contains 41671 members 
Mstep: Class 5 contains 47429 members 
Mstep: Class 6 contains 43150 members 
Mstep: Class 7 contains 43736 members 
Mstep: Class 8 contains 47199 members 
Mstep: Class 9 contains 43257 members 
Mstep: Class 10 contains 45589 members 
Mstep: Class 11 contains 8818 members 
Mstep: Class 12 contains 46475 members 
Mstep: Class 13 contains 46760 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23579 members 
Mstep: Class 16 contains 46452 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45602 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671464.000000 Penalty: 79037.695312
Iteration 475Q: 25 clusters Score -1.066715e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 39126 members 
Mstep: Class 4 contains 41665 members 
Mstep: Class 5 contains 47432 members 
Mstep: Class 6 contains 43157 members 
Mstep: Class 7 contains 43736 members 
Mstep: Class 8 contains 47214 members 
Mstep: Class 9 contains 43252 members 
Mstep: Class 10 contains 45586 members 
Mstep: Class 11 contains 8821 members 
Mstep: Class 12 contains 46471 members 
Mstep: Class 13 contains 46760 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23581 members 
Mstep: Class 16 contains 46448 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45598 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671392.000000 Penalty: 79037.695312
Iteration 476Q: 25 clusters Score -1.066714e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 39133 members 
Mstep: Class 4 contains 41657 members 
Mstep: Class 5 contains 47431 members 
Mstep: Class 6 contains 43155 members 
Mstep: Class 7 contains 43732 members 
Mstep: Class 8 contains 47202 members 
Mstep: Class 9 contains 43251 members 
Mstep: Class 10 contains 45585 members 
Mstep: Class 11 contains 8822 members 
Mstep: Class 12 contains 46473 members 
Mstep: Class 13 contains 46756 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23585 members 
Mstep: Class 16 contains 46463 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45602 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671272.000000 Penalty: 79037.695312
Iteration 477Q: 25 clusters Score -1.066713e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 39129 members 
Mstep: Class 4 contains 41657 members 
Mstep: Class 5 contains 47441 members 
Mstep: Class 6 contains 43155 members 
Mstep: Class 7 contains 43731 members 
Mstep: Class 8 contains 47186 members 
Mstep: Class 9 contains 43246 members 
Mstep: Class 10 contains 45591 members 
Mstep: Class 11 contains 8824 members 
Mstep: Class 12 contains 46466 members 
Mstep: Class 13 contains 46765 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23586 members 
Mstep: Class 16 contains 46471 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45600 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671400.000000 Penalty: 79037.695312
Iteration 478Q: 25 clusters Score -1.066714e+08 nChanged 180
Entering ConstructFrom: 
Score: -106671400.000000 Penalty: 79037.695312
Entering ConstructFrom: 
Trying to split cluster 1 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -405616.093750 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -405616.1 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 1185 members 
Entering Unmasked Estep 
Score: -402829.656250 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -402829.7 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -403485.312500 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -403485.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -403767.031250 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -403767 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -403934.281250 Penalty: 3854.030762
	Iteration 3F: 3 clusters Score -403934.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -404060.625000 Penalty: 3854.030762
	Iteration 4Q: 3 clusters Score -404060.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -404147.375000 Penalty: 3854.030762
	Iteration 5Q: 3 clusters Score -404147.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -404218.687500 Penalty: 3854.030762
	Iteration 6Q: 3 clusters Score -404218.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -404278.500000 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -404278.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -404349.156250 Penalty: 3854.030762
	Iteration 8Q: 3 clusters Score -404349.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -404401.625000 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -404401.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -404441.906250 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -404441.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -404480.687500 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -404480.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -404512.781250 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -404512.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -404554.500000 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -404554.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -404605.375000 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -404605.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -404662.562500 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -404662.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -404715.531250 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -404715.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -404768.281250 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -404768.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -404805.812500 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -404805.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -404821.562500 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -404821.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -404833.937500 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -404833.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -404841.281250 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -404841.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -404848.437500 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -404848.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -404856.531250 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -404856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -404857.531250 Penalty: 3854.030762
	Iteration 24Q: 3 clusters Score -404857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -404858.812500 Penalty: 3854.030762
	Iteration 25Q: 3 clusters Score -404858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -404860.187500 Penalty: 3854.030762
	Iteration 26Q: 3 clusters Score -404860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -404863.968750 Penalty: 3854.030762
	Iteration 27Q: 3 clusters Score -404864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -404864.343750 Penalty: 3854.030762
	Iteration 28Q: 3 clusters Score -404864.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -404865.031250 Penalty: 3854.030762
	Iteration 29Q: 3 clusters Score -404865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -404865.031250 Penalty: 3854.030762
	Iteration 30F: 3 clusters Score -404865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1114345.125000 Penalty: 2159.537598
	Iteration 0F: 2 clusters Score -1114345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1109110.125000 Penalty: 4319.075195
	Iteration 0F: 3 clusters Score -1109110 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1110391.625000 Penalty: 4319.075195
	Iteration 1F: 3 clusters Score -1110392 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1110609.625000 Penalty: 4319.075195
	Iteration 2F: 3 clusters Score -1110610 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1110763.625000 Penalty: 4319.075195
	Iteration 3Q: 3 clusters Score -1110764 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1110877.625000 Penalty: 4319.075195
	Iteration 4Q: 3 clusters Score -1110878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1110954.625000 Penalty: 4319.075195
	Iteration 5Q: 3 clusters Score -1110955 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1111007.500000 Penalty: 4319.075195
	Iteration 6Q: 3 clusters Score -1111008 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1111054.250000 Penalty: 4319.075195
	Iteration 7Q: 3 clusters Score -1111054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1111090.000000 Penalty: 4319.075195
	Iteration 8Q: 3 clusters Score -1111090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1111128.625000 Penalty: 4319.075195
	Iteration 9Q: 3 clusters Score -1111129 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1111163.625000 Penalty: 4319.075195
	Iteration 10Q: 3 clusters Score -1111164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1111193.875000 Penalty: 4319.075195
	Iteration 11Q: 3 clusters Score -1111194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1111223.625000 Penalty: 4319.075195
	Iteration 12Q: 3 clusters Score -1111224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1111246.375000 Penalty: 4319.075195
	Iteration 13Q: 3 clusters Score -1111246 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1111278.375000 Penalty: 4319.075195
	Iteration 14Q: 3 clusters Score -1111278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1111311.750000 Penalty: 4319.075195
	Iteration 15Q: 3 clusters Score -1111312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1111342.250000 Penalty: 4319.075195
	Iteration 16Q: 3 clusters Score -1111342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1111377.000000 Penalty: 4319.075195
	Iteration 17Q: 3 clusters Score -1111377 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1111409.375000 Penalty: 4319.075195
	Iteration 18Q: 3 clusters Score -1111409 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1111457.875000 Penalty: 4319.075195
	Iteration 19Q: 3 clusters Score -1111458 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1111504.750000 Penalty: 4319.075195
	Iteration 20F: 3 clusters Score -1111505 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1111557.125000 Penalty: 4319.075195
	Iteration 21Q: 3 clusters Score -1111557 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1111612.375000 Penalty: 4319.075195
	Iteration 22Q: 3 clusters Score -1111612 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1111669.375000 Penalty: 4319.075195
	Iteration 23Q: 3 clusters Score -1111669 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1111729.625000 Penalty: 4319.075195
	Iteration 24Q: 3 clusters Score -1111730 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1111800.500000 Penalty: 4319.075195
	Iteration 25Q: 3 clusters Score -1111800 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1111873.000000 Penalty: 4319.075195
	Iteration 26Q: 3 clusters Score -1111873 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1111950.375000 Penalty: 4319.075195
	Iteration 27Q: 3 clusters Score -1111950 nChanged 94
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: -1112013.000000 Penalty: 4319.075195
	Iteration 28Q: 3 clusters Score -1112013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1112071.000000 Penalty: 4319.075195
	Iteration 29Q: 3 clusters Score -1112071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1112121.125000 Penalty: 4319.075195
	Iteration 30Q: 3 clusters Score -1112121 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1112162.875000 Penalty: 4319.075195
	Iteration 31Q: 3 clusters Score -1112163 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1112223.125000 Penalty: 4319.075195
	Iteration 32Q: 3 clusters Score -1112223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1112253.625000 Penalty: 4319.075195
	Iteration 33Q: 3 clusters Score -1112254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1112279.250000 Penalty: 4319.075195
	Iteration 34Q: 3 clusters Score -1112279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1112304.875000 Penalty: 4319.075195
	Iteration 35Q: 3 clusters Score -1112305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1112329.875000 Penalty: 4319.075195
	Iteration 36Q: 3 clusters Score -1112330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1112356.875000 Penalty: 4319.075195
	Iteration 37Q: 3 clusters Score -1112357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1112380.000000 Penalty: 4319.075195
	Iteration 38Q: 3 clusters Score -1112380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1112392.250000 Penalty: 4319.075195
	Iteration 39Q: 3 clusters Score -1112392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1112402.125000 Penalty: 4319.075195
	Iteration 40F: 3 clusters Score -1112402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1112411.375000 Penalty: 4319.075195
	Iteration 41Q: 3 clusters Score -1112411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1112419.250000 Penalty: 4319.075195
	Iteration 42Q: 3 clusters Score -1112419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1112429.250000 Penalty: 4319.075195
	Iteration 43Q: 3 clusters Score -1112429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1112436.250000 Penalty: 4319.075195
	Iteration 44Q: 3 clusters Score -1112436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1112436.000000 Penalty: 4319.075195
	Iteration 45Q: 3 clusters Score -1112436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1112436.000000 Penalty: 4319.075195
	Iteration 46F: 3 clusters Score -1112436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Entering Unmasked Estep 
Score: -7236121.000000 Penalty: 2622.518066
	Iteration 0F: 2 clusters Score -7236121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -7209933.500000 Penalty: 5245.036133
	Iteration 0F: 3 clusters Score -7209934 nChanged 17951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -7219855.500000 Penalty: 5245.036133
	Iteration 1F: 3 clusters Score -7219856 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -7220322.500000 Penalty: 5245.036133
	Iteration 2Q: 3 clusters Score -7220322 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -7220659.500000 Penalty: 5245.036133
	Iteration 3Q: 3 clusters Score -7220660 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -7221062.000000 Penalty: 5245.036133
	Iteration 4Q: 3 clusters Score -7221062 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -7221438.500000 Penalty: 5245.036133
	Iteration 5Q: 3 clusters Score -7221438 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -7221884.000000 Penalty: 5245.036133
	Iteration 6Q: 3 clusters Score -7221884 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -7222534.500000 Penalty: 5245.036133
	Iteration 7Q: 3 clusters Score -7222534 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -7223393.500000 Penalty: 5245.036133
	Iteration 8Q: 3 clusters Score -7223394 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -7224653.500000 Penalty: 5245.036133
	Iteration 9F: 3 clusters Score -7224654 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -7226307.000000 Penalty: 5245.036133
	Iteration 10F: 3 clusters Score -7226307 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -7228294.500000 Penalty: 5245.036133
	Iteration 11F: 3 clusters Score -7228294 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -7230137.000000 Penalty: 5245.036133
	Iteration 12F: 3 clusters Score -7230137 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7231605.500000 Penalty: 5245.036133
	Iteration 13Q: 3 clusters Score -7231606 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7232484.500000 Penalty: 5245.036133
	Iteration 14Q: 3 clusters Score -7232484 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7233037.500000 Penalty: 5245.036133
	Iteration 15Q: 3 clusters Score -7233038 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7233359.000000 Penalty: 5245.036133
	Iteration 16Q: 3 clusters Score -7233359 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7233617.500000 Penalty: 5245.036133
	Iteration 17Q: 3 clusters Score -7233618 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7233721.000000 Penalty: 5245.036133
	Iteration 18Q: 3 clusters Score -7233721 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7233803.500000 Penalty: 5245.036133
	Iteration 19Q: 3 clusters Score -7233804 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7233851.500000 Penalty: 5245.036133
	Iteration 20F: 3 clusters Score -7233852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7233885.000000 Penalty: 5245.036133
	Iteration 21Q: 3 clusters Score -7233885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7233908.000000 Penalty: 5245.036133
	Iteration 22Q: 3 clusters Score -7233908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7233913.000000 Penalty: 5245.036133
	Iteration 23Q: 3 clusters Score -7233913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7233934.000000 Penalty: 5245.036133
	Iteration 24Q: 3 clusters Score -7233934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7233935.000000 Penalty: 5245.036133
	Iteration 25Q: 3 clusters Score -7233935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7233942.000000 Penalty: 5245.036133
	Iteration 26Q: 3 clusters Score -7233942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7233953.000000 Penalty: 5245.036133
	Iteration 27Q: 3 clusters Score -7233953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7233944.500000 Penalty: 5245.036133
	Iteration 28Q: 3 clusters Score -7233944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7233962.000000 Penalty: 5245.036133
	Iteration 29Q: 3 clusters Score -7233962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7233971.000000 Penalty: 5245.036133
	Iteration 30Q: 3 clusters Score -7233971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7233968.500000 Penalty: 5245.036133
	Iteration 31Q: 3 clusters Score -7233968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7233969.000000 Penalty: 5245.036133
	Iteration 32Q: 3 clusters Score -7233969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7233964.500000 Penalty: 5245.036133
	Iteration 33Q: 3 clusters Score -7233964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7233967.500000 Penalty: 5245.036133
	Iteration 34Q: 3 clusters Score -7233968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7233969.000000 Penalty: 5245.036133
	Iteration 35Q: 3 clusters Score -7233969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7233971.000000 Penalty: 5245.036133
	Iteration 36Q: 3 clusters Score -7233971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7233971.000000 Penalty: 5245.036133
	Iteration 37F: 3 clusters Score -7233971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Entering Unmasked Estep 
Score: -7659959.500000 Penalty: 2638.013916
	Iteration 0F: 2 clusters Score -7659960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -7631652.500000 Penalty: 5276.027832
	Iteration 0F: 3 clusters Score -7631652 nChanged 19236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -7642297.000000 Penalty: 5276.027832
	Iteration 1F: 3 clusters Score -7642297 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -7642740.500000 Penalty: 5276.027832
	Iteration 2Q: 3 clusters Score -7642740 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -7643108.500000 Penalty: 5276.027832
	Iteration 3Q: 3 clusters Score -7643108 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -7643493.000000 Penalty: 5276.027832
	Iteration 4Q: 3 clusters Score -7643493 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -7643729.000000 Penalty: 5276.027832
	Iteration 5Q: 3 clusters Score -7643729 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -7643961.500000 Penalty: 5276.027832
	Iteration 6Q: 3 clusters Score -7643962 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -7644163.500000 Penalty: 5276.027832
	Iteration 7Q: 3 clusters Score -7644164 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -7644385.000000 Penalty: 5276.027832
	Iteration 8Q: 3 clusters Score -7644385 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7644686.500000 Penalty: 5276.027832
	Iteration 9Q: 3 clusters Score -7644686 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -7645133.000000 Penalty: 5276.027832
	Iteration 10Q: 3 clusters Score -7645133 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -7645938.000000 Penalty: 5276.027832
	Iteration 11Q: 3 clusters Score -7645938 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -7647136.500000 Penalty: 5276.027832
	Iteration 12Q: 3 clusters Score -7647136 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -7648906.500000 Penalty: 5276.027832
	Iteration 13F: 3 clusters Score -7648906 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -7650793.500000 Penalty: 5276.027832
	Iteration 14F: 3 clusters Score -7650794 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -7652172.000000 Penalty: 5276.027832
	Iteration 15F: 3 clusters Score -7652172 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -7652975.500000 Penalty: 5276.027832
	Iteration 16Q: 3 clusters Score -7652976 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -7653538.500000 Penalty: 5276.027832
	Iteration 17Q: 3 clusters Score -7653538 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -7654023.500000 Penalty: 5276.027832
	Iteration 18Q: 3 clusters Score -7654024 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -7654543.000000 Penalty: 5276.027832
	Iteration 19Q: 3 clusters Score -7654543 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -7655093.000000 Penalty: 5276.027832
	Iteration 20F: 3 clusters Score -7655093 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -7655557.000000 Penalty: 5276.027832
	Iteration 21Q: 3 clusters Score -7655557 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -7655843.000000 Penalty: 5276.027832
	Iteration 22Q: 3 clusters Score -7655843 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -7656120.000000 Penalty: 5276.027832
	Iteration 23Q: 3 clusters Score -7656120 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -7656303.000000 Penalty: 5276.027832
	Iteration 24Q: 3 clusters Score -7656303 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -7656433.000000 Penalty: 5276.027832
	Iteration 25Q: 3 clusters Score -7656433 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -7656547.500000 Penalty: 5276.027832
	Iteration 26Q: 3 clusters Score -7656548 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -7656642.500000 Penalty: 5276.027832
	Iteration 27Q: 3 clusters Score -7656642 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -7656750.000000 Penalty: 5276.027832
	Iteration 28Q: 3 clusters Score -7656750 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -7656806.000000 Penalty: 5276.027832
	Iteration 29Q: 3 clusters Score -7656806 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -7656847.500000 Penalty: 5276.027832
	Iteration 30Q: 3 clusters Score -7656848 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -7656881.000000 Penalty: 5276.027832
	Iteration 31Q: 3 clusters Score -7656881 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -7656929.000000 Penalty: 5276.027832
	Iteration 32Q: 3 clusters Score -7656929 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -7656954.000000 Penalty: 5276.027832
	Iteration 33Q: 3 clusters Score -7656954 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -7656978.000000 Penalty: 5276.027832
	Iteration 34Q: 3 clusters Score -7656978 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -7657053.000000 Penalty: 5276.027832
	Iteration 35Q: 3 clusters Score -7657053 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -7657111.500000 Penalty: 5276.027832
	Iteration 36Q: 3 clusters Score -7657112 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -7657144.500000 Penalty: 5276.027832
	Iteration 37Q: 3 clusters Score -7657144 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -7657171.000000 Penalty: 5276.027832
	Iteration 38Q: 3 clusters Score -7657171 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -7657193.000000 Penalty: 5276.027832
	Iteration 39Q: 3 clusters Score -7657193 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -7657198.000000 Penalty: 5276.027832
	Iteration 40F: 3 clusters Score -7657198 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -7657223.000000 Penalty: 5276.027832
	Iteration 41Q: 3 clusters Score -7657223 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -7657217.000000 Penalty: 5276.027832
	Iteration 42Q: 3 clusters Score -7657217 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -7657245.000000 Penalty: 5276.027832
	Iteration 43Q: 3 clusters Score -7657245 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -7657280.000000 Penalty: 5276.027832
	Iteration 44Q: 3 clusters Score -7657280 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -7657303.500000 Penalty: 5276.027832
	Iteration 45Q: 3 clusters Score -7657304 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -7657327.000000 Penalty: 5276.027832
	Iteration 46Q: 3 clusters Score -7657327 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -7657327.000000 Penalty: 5276.027832
	Iteration 47Q: 3 clusters Score -7657327 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -7657348.000000 Penalty: 5276.027832
	Iteration 48Q: 3 clusters Score -7657348 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -7657354.000000 Penalty: 5276.027832
	Iteration 49Q: 3 clusters Score -7657354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -7657349.500000 Penalty: 5276.027832
	Iteration 50Q: 3 clusters Score -7657350 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -7657367.000000 Penalty: 5276.027832
	Iteration 51Q: 3 clusters Score -7657367 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -7657390.000000 Penalty: 5276.027832
	Iteration 52Q: 3 clusters Score -7657390 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -7657397.500000 Penalty: 5276.027832
	Iteration 53Q: 3 clusters Score -7657398 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -7657383.000000 Penalty: 5276.027832
	Iteration 54Q: 3 clusters Score -7657383 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -7657387.000000 Penalty: 5276.027832
	Iteration 55Q: 3 clusters Score -7657387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -7657398.000000 Penalty: 5276.027832
	Iteration 56Q: 3 clusters Score -7657398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -7657417.500000 Penalty: 5276.027832
	Iteration 57Q: 3 clusters Score -7657418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -7657410.500000 Penalty: 5276.027832
	Iteration 58Q: 3 clusters Score -7657410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -7657407.500000 Penalty: 5276.027832
	Iteration 59Q: 3 clusters Score -7657408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -7657405.000000 Penalty: 5276.027832
	Iteration 60F: 3 clusters Score -7657405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -7657406.500000 Penalty: 5276.027832
	Iteration 61Q: 3 clusters Score -7657406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -7657404.500000 Penalty: 5276.027832
	Iteration 62Q: 3 clusters Score -7657404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -7657406.500000 Penalty: 5276.027832
	Iteration 63Q: 3 clusters Score -7657406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -7657399.000000 Penalty: 5276.027832
	Iteration 64Q: 3 clusters Score -7657399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -7657385.500000 Penalty: 5276.027832
	Iteration 65Q: 3 clusters Score -7657386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -7657385.000000 Penalty: 5276.027832
	Iteration 66Q: 3 clusters Score -7657385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -7657389.000000 Penalty: 5276.027832
	Iteration 67Q: 3 clusters Score -7657389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -7657387.000000 Penalty: 5276.027832
	Iteration 68Q: 3 clusters Score -7657387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -7657392.000000 Penalty: 5276.027832
	Iteration 69Q: 3 clusters Score -7657392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -7657402.500000 Penalty: 5276.027832
	Iteration 70Q: 3 clusters Score -7657402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -7657414.500000 Penalty: 5276.027832
	Iteration 71Q: 3 clusters Score -7657414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -7657417.000000 Penalty: 5276.027832
	Iteration 72Q: 3 clusters Score -7657417 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -7657414.500000 Penalty: 5276.027832
	Iteration 73Q: 3 clusters Score -7657414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -7657410.000000 Penalty: 5276.027832
	Iteration 74Q: 3 clusters Score -7657410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -7657409.000000 Penalty: 5276.027832
	Iteration 75Q: 3 clusters Score -7657409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -7657417.500000 Penalty: 5276.027832
	Iteration 76Q: 3 clusters Score -7657418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -7657410.500000 Penalty: 5276.027832
	Iteration 77Q: 3 clusters Score -7657410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -7657420.000000 Penalty: 5276.027832
	Iteration 78Q: 3 clusters Score -7657420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -7657410.500000 Penalty: 5276.027832
	Iteration 79Q: 3 clusters Score -7657410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -7657402.000000 Penalty: 5276.027832
	Iteration 80F: 3 clusters Score -7657402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -7657413.000000 Penalty: 5276.027832
	Iteration 81Q: 3 clusters Score -7657413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -7657433.000000 Penalty: 5276.027832
	Iteration 82Q: 3 clusters Score -7657433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -7657424.000000 Penalty: 5276.027832
	Iteration 83Q: 3 clusters Score -7657424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -7657420.500000 Penalty: 5276.027832
	Iteration 84Q: 3 clusters Score -7657420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -7657416.500000 Penalty: 5276.027832
	Iteration 85Q: 3 clusters Score -7657416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -7657410.000000 Penalty: 5276.027832
	Iteration 86Q: 3 clusters Score -7657410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -7657413.000000 Penalty: 5276.027832
	Iteration 87Q: 3 clusters Score -7657413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -7657419.000000 Penalty: 5276.027832
	Iteration 88Q: 3 clusters Score -7657419 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -7657421.000000 Penalty: 5276.027832
	Iteration 89Q: 3 clusters Score -7657421 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -7657434.000000 Penalty: 5276.027832
	Iteration 90Q: 3 clusters Score -7657434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -7657433.500000 Penalty: 5276.027832
	Iteration 91Q: 3 clusters Score -7657434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -7657432.000000 Penalty: 5276.027832
	Iteration 92Q: 3 clusters Score -7657432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -7657438.000000 Penalty: 5276.027832
	Iteration 93Q: 3 clusters Score -7657438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -7657443.500000 Penalty: 5276.027832
	Iteration 94Q: 3 clusters Score -7657444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -7657439.000000 Penalty: 5276.027832
	Iteration 95Q: 3 clusters Score -7657439 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -7657435.000000 Penalty: 5276.027832
	Iteration 96Q: 3 clusters Score -7657435 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -7657437.000000 Penalty: 5276.027832
	Iteration 97Q: 3 clusters Score -7657437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -7657459.000000 Penalty: 5276.027832
	Iteration 98Q: 3 clusters Score -7657459 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -7657453.000000 Penalty: 5276.027832
	Iteration 99Q: 3 clusters Score -7657453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -7657469.000000 Penalty: 5276.027832
	Iteration 100F: 3 clusters Score -7657469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -7657469.500000 Penalty: 5276.027832
	Iteration 101Q: 3 clusters Score -7657470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -7657453.000000 Penalty: 5276.027832
	Iteration 102Q: 3 clusters Score -7657453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -7657454.500000 Penalty: 5276.027832
	Iteration 103Q: 3 clusters Score -7657454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -7657451.500000 Penalty: 5276.027832
	Iteration 104Q: 3 clusters Score -7657452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -7657458.000000 Penalty: 5276.027832
	Iteration 105Q: 3 clusters Score -7657458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -7657463.000000 Penalty: 5276.027832
	Iteration 106Q: 3 clusters Score -7657463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -7657469.000000 Penalty: 5276.027832
	Iteration 107Q: 3 clusters Score -7657469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -7657466.500000 Penalty: 5276.027832
	Iteration 108Q: 3 clusters Score -7657466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -7657460.500000 Penalty: 5276.027832
	Iteration 109Q: 3 clusters Score -7657460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -7657473.500000 Penalty: 5276.027832
	Iteration 110Q: 3 clusters Score -7657474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -7657473.500000 Penalty: 5276.027832
	Iteration 111Q: 3 clusters Score -7657474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -7657471.000000 Penalty: 5276.027832
	Iteration 112Q: 3 clusters Score -7657471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -7657469.000000 Penalty: 5276.027832
	Iteration 113Q: 3 clusters Score -7657469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -7657468.500000 Penalty: 5276.027832
	Iteration 114Q: 3 clusters Score -7657468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -7657469.500000 Penalty: 5276.027832
	Iteration 115Q: 3 clusters Score -7657470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -7657477.500000 Penalty: 5276.027832
	Iteration 116Q: 3 clusters Score -7657478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -7657474.000000 Penalty: 5276.027832
	Iteration 117Q: 3 clusters Score -7657474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -7657453.000000 Penalty: 5276.027832
	Iteration 118Q: 3 clusters Score -7657453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -7657457.000000 Penalty: 5276.027832
	Iteration 119Q: 3 clusters Score -7657457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -7657465.500000 Penalty: 5276.027832
	Iteration 120F: 3 clusters Score -7657466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -7657473.000000 Penalty: 5276.027832
	Iteration 121Q: 3 clusters Score -7657473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -7657476.500000 Penalty: 5276.027832
	Iteration 122Q: 3 clusters Score -7657476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -7657480.000000 Penalty: 5276.027832
	Iteration 123Q: 3 clusters Score -7657480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -7657489.000000 Penalty: 5276.027832
	Iteration 124Q: 3 clusters Score -7657489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -7657472.000000 Penalty: 5276.027832
	Iteration 125Q: 3 clusters Score -7657472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -7657483.000000 Penalty: 5276.027832
	Iteration 126Q: 3 clusters Score -7657483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -7657476.500000 Penalty: 5276.027832
	Iteration 127Q: 3 clusters Score -7657476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -7657462.000000 Penalty: 5276.027832
	Iteration 128Q: 3 clusters Score -7657462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -7657456.500000 Penalty: 5276.027832
	Iteration 129Q: 3 clusters Score -7657456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -7657454.500000 Penalty: 5276.027832
	Iteration 130Q: 3 clusters Score -7657454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -7657463.500000 Penalty: 5276.027832
	Iteration 131Q: 3 clusters Score -7657464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -7657461.500000 Penalty: 5276.027832
	Iteration 132Q: 3 clusters Score -7657462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -7657456.500000 Penalty: 5276.027832
	Iteration 133Q: 3 clusters Score -7657456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -7657465.000000 Penalty: 5276.027832
	Iteration 134Q: 3 clusters Score -7657465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -7657464.500000 Penalty: 5276.027832
	Iteration 135Q: 3 clusters Score -7657464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -7657469.000000 Penalty: 5276.027832
	Iteration 136Q: 3 clusters Score -7657469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -7657466.000000 Penalty: 5276.027832
	Iteration 137Q: 3 clusters Score -7657466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -7657469.000000 Penalty: 5276.027832
	Iteration 138Q: 3 clusters Score -7657469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -7657461.000000 Penalty: 5276.027832
	Iteration 139Q: 3 clusters Score -7657461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -7657463.000000 Penalty: 5276.027832
	Iteration 140F: 3 clusters Score -7657463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -7657456.500000 Penalty: 5276.027832
	Iteration 141Q: 3 clusters Score -7657456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -7657463.500000 Penalty: 5276.027832
	Iteration 142Q: 3 clusters Score -7657464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -7657465.000000 Penalty: 5276.027832
	Iteration 143Q: 3 clusters Score -7657465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -7657461.000000 Penalty: 5276.027832
	Iteration 144Q: 3 clusters Score -7657461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -7657462.500000 Penalty: 5276.027832
	Iteration 145Q: 3 clusters Score -7657462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -7657460.000000 Penalty: 5276.027832
	Iteration 146Q: 3 clusters Score -7657460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -7657454.500000 Penalty: 5276.027832
	Iteration 147Q: 3 clusters Score -7657454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -7657460.500000 Penalty: 5276.027832
	Iteration 148Q: 3 clusters Score -7657460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -7657458.500000 Penalty: 5276.027832
	Iteration 149Q: 3 clusters Score -7657458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -7657467.000000 Penalty: 5276.027832
	Iteration 150Q: 3 clusters Score -7657467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -7657461.500000 Penalty: 5276.027832
	Iteration 151Q: 3 clusters Score -7657462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -7657452.500000 Penalty: 5276.027832
	Iteration 152Q: 3 clusters Score -7657452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -7657446.500000 Penalty: 5276.027832
	Iteration 153Q: 3 clusters Score -7657446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -7657445.000000 Penalty: 5276.027832
	Iteration 154Q: 3 clusters Score -7657445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -7657445.500000 Penalty: 5276.027832
	Iteration 155Q: 3 clusters Score -7657446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -7657448.500000 Penalty: 5276.027832
	Iteration 156Q: 3 clusters Score -7657448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -7657448.000000 Penalty: 5276.027832
	Iteration 157Q: 3 clusters Score -7657448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -7657443.500000 Penalty: 5276.027832
	Iteration 158Q: 3 clusters Score -7657444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -7657443.000000 Penalty: 5276.027832
	Iteration 159Q: 3 clusters Score -7657443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -7657435.500000 Penalty: 5276.027832
	Iteration 160F: 3 clusters Score -7657436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Entering Unmasked Estep 
Score: -8850529.000000 Penalty: 2670.307373
	Iteration 0F: 2 clusters Score -8850529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -8820989.000000 Penalty: 5340.614746
	Iteration 0F: 3 clusters Score -8820989 nChanged 21925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -8833452.000000 Penalty: 5340.614746
	Iteration 1F: 3 clusters Score -8833452 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -8834315.000000 Penalty: 5340.614746
	Iteration 2Q: 3 clusters Score -8834315 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -8835598.000000 Penalty: 5340.614746
	Iteration 3F: 3 clusters Score -8835598 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -8837541.000000 Penalty: 5340.614746
	Iteration 4F: 3 clusters Score -8837541 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -8840610.000000 Penalty: 5340.614746
	Iteration 5F: 3 clusters Score -8840610 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -8844141.000000 Penalty: 5340.614746
	Iteration 6F: 3 clusters Score -8844141 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -8846655.000000 Penalty: 5340.614746
	Iteration 7F: 3 clusters Score -8846655 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8847682.000000 Penalty: 5340.614746
	Iteration 8Q: 3 clusters Score -8847682 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -8847999.000000 Penalty: 5340.614746
	Iteration 9Q: 3 clusters Score -8847999 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -8848103.000000 Penalty: 5340.614746
	Iteration 10Q: 3 clusters Score -8848103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -8848177.000000 Penalty: 5340.614746
	Iteration 11Q: 3 clusters Score -8848177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -8848199.000000 Penalty: 5340.614746
	Iteration 12Q: 3 clusters Score -8848199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -8848217.000000 Penalty: 5340.614746
	Iteration 13Q: 3 clusters Score -8848217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -8848234.000000 Penalty: 5340.614746
	Iteration 14Q: 3 clusters Score -8848234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -8848243.000000 Penalty: 5340.614746
	Iteration 15Q: 3 clusters Score -8848243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -8848241.000000 Penalty: 5340.614746
	Iteration 16Q: 3 clusters Score -8848241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -8848257.000000 Penalty: 5340.614746
	Iteration 17Q: 3 clusters Score -8848257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -8848264.000000 Penalty: 5340.614746
	Iteration 18Q: 3 clusters Score -8848264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -8848263.000000 Penalty: 5340.614746
	Iteration 19Q: 3 clusters Score -8848263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -8848265.000000 Penalty: 5340.614746
	Iteration 20F: 3 clusters Score -8848265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Entering Unmasked Estep 
Score: -7997522.500000 Penalty: 2646.787598
	Iteration 0F: 2 clusters Score -7997522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -7968901.000000 Penalty: 5293.575195
	Iteration 0F: 3 clusters Score -7968901 nChanged 19929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -7980160.000000 Penalty: 5293.575195
	Iteration 1F: 3 clusters Score -7980160 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -7980975.500000 Penalty: 5293.575195
	Iteration 2Q: 3 clusters Score -7980976 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -7982097.500000 Penalty: 5293.575195
	Iteration 3Q: 3 clusters Score -7982098 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -7983671.000000 Penalty: 5293.575195
	Iteration 4Q: 3 clusters Score -7983671 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -7985533.500000 Penalty: 5293.575195
	Iteration 5F: 3 clusters Score -7985534 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -7987210.500000 Penalty: 5293.575195
	Iteration 6F: 3 clusters Score -7987210 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -7988950.500000 Penalty: 5293.575195
	Iteration 7F: 3 clusters Score -7988950 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -7990381.500000 Penalty: 5293.575195
	Iteration 8Q: 3 clusters Score -7990382 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -7991577.500000 Penalty: 5293.575195
	Iteration 9Q: 3 clusters Score -7991578 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -7992311.500000 Penalty: 5293.575195
	Iteration 10Q: 3 clusters Score -7992312 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -7992783.000000 Penalty: 5293.575195
	Iteration 11Q: 3 clusters Score -7992783 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -7993066.500000 Penalty: 5293.575195
	Iteration 12Q: 3 clusters Score -7993066 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -7993289.500000 Penalty: 5293.575195
	Iteration 13Q: 3 clusters Score -7993290 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -7993494.500000 Penalty: 5293.575195
	Iteration 14Q: 3 clusters Score -7993494 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -7993655.000000 Penalty: 5293.575195
	Iteration 15Q: 3 clusters Score -7993655 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -7993778.000000 Penalty: 5293.575195
	Iteration 16Q: 3 clusters Score -7993778 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -7993943.500000 Penalty: 5293.575195
	Iteration 17Q: 3 clusters Score -7993944 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -7994022.500000 Penalty: 5293.575195
	Iteration 18Q: 3 clusters Score -7994022 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -7994088.500000 Penalty: 5293.575195
	Iteration 19Q: 3 clusters Score -7994088 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -7994188.000000 Penalty: 5293.575195
	Iteration 20F: 3 clusters Score -7994188 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -7994257.000000 Penalty: 5293.575195
	Iteration 21Q: 3 clusters Score -7994257 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -7994356.500000 Penalty: 5293.575195
	Iteration 22Q: 3 clusters Score -7994356 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -7994422.500000 Penalty: 5293.575195
	Iteration 23Q: 3 clusters Score -7994422 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -7994476.000000 Penalty: 5293.575195
	Iteration 24Q: 3 clusters Score -7994476 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -7994543.500000 Penalty: 5293.575195
	Iteration 25Q: 3 clusters Score -7994544 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -7994581.500000 Penalty: 5293.575195
	Iteration 26Q: 3 clusters Score -7994582 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -7994629.500000 Penalty: 5293.575195
	Iteration 27Q: 3 clusters Score -7994630 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -7994671.500000 Penalty: 5293.575195
	Iteration 28Q: 3 clusters Score -7994672 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -7994726.000000 Penalty: 5293.575195
	Iteration 29Q: 3 clusters Score -7994726 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -7994797.000000 Penalty: 5293.575195
	Iteration 30Q: 3 clusters Score -7994797 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7994849.500000 Penalty: 5293.575195
	Iteration 31Q: 3 clusters Score -7994850 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -7994886.500000 Penalty: 5293.575195
	Iteration 32Q: 3 clusters Score -7994886 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -7994944.000000 Penalty: 5293.575195
	Iteration 33Q: 3 clusters Score -7994944 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -7994996.000000 Penalty: 5293.575195
	Iteration 34Q: 3 clusters Score -7994996 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -7995053.500000 Penalty: 5293.575195
	Iteration 35Q: 3 clusters Score -7995054 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -7995116.000000 Penalty: 5293.575195
	Iteration 36Q: 3 clusters Score -7995116 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -7995159.500000 Penalty: 5293.575195
	Iteration 37Q: 3 clusters Score -7995160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -7995186.000000 Penalty: 5293.575195
	Iteration 38Q: 3 clusters Score -7995186 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -7995218.000000 Penalty: 5293.575195
	Iteration 39Q: 3 clusters Score -7995218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -7995239.000000 Penalty: 5293.575195
	Iteration 40F: 3 clusters Score -7995239 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -7995279.500000 Penalty: 5293.575195
	Iteration 41Q: 3 clusters Score -7995280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -7995315.500000 Penalty: 5293.575195
	Iteration 42Q: 3 clusters Score -7995316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -7995323.500000 Penalty: 5293.575195
	Iteration 43Q: 3 clusters Score -7995324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -7995341.000000 Penalty: 5293.575195
	Iteration 44Q: 3 clusters Score -7995341 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -7995357.000000 Penalty: 5293.575195
	Iteration 45Q: 3 clusters Score -7995357 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -7995376.000000 Penalty: 5293.575195
	Iteration 46Q: 3 clusters Score -7995376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -7995392.500000 Penalty: 5293.575195
	Iteration 47Q: 3 clusters Score -7995392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -7995394.500000 Penalty: 5293.575195
	Iteration 48Q: 3 clusters Score -7995394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -7995399.000000 Penalty: 5293.575195
	Iteration 49Q: 3 clusters Score -7995399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -7995402.500000 Penalty: 5293.575195
	Iteration 50Q: 3 clusters Score -7995402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -7995407.500000 Penalty: 5293.575195
	Iteration 51Q: 3 clusters Score -7995408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -7995412.000000 Penalty: 5293.575195
	Iteration 52Q: 3 clusters Score -7995412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -7995424.000000 Penalty: 5293.575195
	Iteration 53Q: 3 clusters Score -7995424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -7995434.000000 Penalty: 5293.575195
	Iteration 54Q: 3 clusters Score -7995434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -7995442.000000 Penalty: 5293.575195
	Iteration 55Q: 3 clusters Score -7995442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -7995461.500000 Penalty: 5293.575195
	Iteration 56Q: 3 clusters Score -7995462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -7995452.000000 Penalty: 5293.575195
	Iteration 57Q: 3 clusters Score -7995452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -7995455.500000 Penalty: 5293.575195
	Iteration 58Q: 3 clusters Score -7995456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -7995471.000000 Penalty: 5293.575195
	Iteration 59Q: 3 clusters Score -7995471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -7995456.500000 Penalty: 5293.575195
	Iteration 60F: 3 clusters Score -7995456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -7995458.000000 Penalty: 5293.575195
	Iteration 61Q: 3 clusters Score -7995458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -7995477.500000 Penalty: 5293.575195
	Iteration 62Q: 3 clusters Score -7995478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -7995477.000000 Penalty: 5293.575195
	Iteration 63Q: 3 clusters Score -7995477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -7995470.500000 Penalty: 5293.575195
	Iteration 64Q: 3 clusters Score -7995470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -7995466.500000 Penalty: 5293.575195
	Iteration 65Q: 3 clusters Score -7995466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -7995469.500000 Penalty: 5293.575195
	Iteration 66Q: 3 clusters Score -7995470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -7995471.000000 Penalty: 5293.575195
	Iteration 67Q: 3 clusters Score -7995471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -7995478.500000 Penalty: 5293.575195
	Iteration 68Q: 3 clusters Score -7995478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -7995472.000000 Penalty: 5293.575195
	Iteration 69Q: 3 clusters Score -7995472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -7995477.500000 Penalty: 5293.575195
	Iteration 70Q: 3 clusters Score -7995478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -7995469.500000 Penalty: 5293.575195
	Iteration 71Q: 3 clusters Score -7995470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -7995478.500000 Penalty: 5293.575195
	Iteration 72Q: 3 clusters Score -7995478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -7995477.500000 Penalty: 5293.575195
	Iteration 73Q: 3 clusters Score -7995478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -7995478.000000 Penalty: 5293.575195
	Iteration 74Q: 3 clusters Score -7995478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -7995483.000000 Penalty: 5293.575195
	Iteration 75Q: 3 clusters Score -7995483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -7995485.500000 Penalty: 5293.575195
	Iteration 76Q: 3 clusters Score -7995486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -7995482.500000 Penalty: 5293.575195
	Iteration 77Q: 3 clusters Score -7995482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -7995482.500000 Penalty: 5293.575195
	Iteration 78Q: 3 clusters Score -7995482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -7995488.500000 Penalty: 5293.575195
	Iteration 79Q: 3 clusters Score -7995488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -7995485.500000 Penalty: 5293.575195
	Iteration 80F: 3 clusters Score -7995486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -7995476.500000 Penalty: 5293.575195
	Iteration 81Q: 3 clusters Score -7995476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -7995492.000000 Penalty: 5293.575195
	Iteration 82Q: 3 clusters Score -7995492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -7995491.500000 Penalty: 5293.575195
	Iteration 83Q: 3 clusters Score -7995492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -7995478.000000 Penalty: 5293.575195
	Iteration 84Q: 3 clusters Score -7995478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -7995490.500000 Penalty: 5293.575195
	Iteration 85Q: 3 clusters Score -7995490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -7995490.000000 Penalty: 5293.575195
	Iteration 86Q: 3 clusters Score -7995490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -7995492.500000 Penalty: 5293.575195
	Iteration 87Q: 3 clusters Score -7995492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -7995497.000000 Penalty: 5293.575195
	Iteration 88Q: 3 clusters Score -7995497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -7995493.500000 Penalty: 5293.575195
	Iteration 89Q: 3 clusters Score -7995494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -7995493.500000 Penalty: 5293.575195
	Iteration 90Q: 3 clusters Score -7995494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -7995491.000000 Penalty: 5293.575195
	Iteration 91Q: 3 clusters Score -7995491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -7995506.000000 Penalty: 5293.575195
	Iteration 92Q: 3 clusters Score -7995506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -7995494.000000 Penalty: 5293.575195
	Iteration 93Q: 3 clusters Score -7995494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -7995499.500000 Penalty: 5293.575195
	Iteration 94Q: 3 clusters Score -7995500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -7995497.500000 Penalty: 5293.575195
	Iteration 95Q: 3 clusters Score -7995498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -7995497.500000 Penalty: 5293.575195
	Iteration 96F: 3 clusters Score -7995498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Entering Unmasked Estep 
Score: -8094954.000000 Penalty: 2650.081543
	Iteration 0F: 2 clusters Score -8094954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -8066442.000000 Penalty: 5300.163086
	Iteration 0F: 3 clusters Score -8066442 nChanged 19912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -8077392.500000 Penalty: 5300.163086
	Iteration 1F: 3 clusters Score -8077392 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -8077984.500000 Penalty: 5300.163086
	Iteration 2Q: 3 clusters Score -8077984 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -8078502.000000 Penalty: 5300.163086
	Iteration 3Q: 3 clusters Score -8078502 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -8079133.000000 Penalty: 5300.163086
	Iteration 4Q: 3 clusters Score -8079133 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -8079849.000000 Penalty: 5300.163086
	Iteration 5Q: 3 clusters Score -8079849 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -8080895.500000 Penalty: 5300.163086
	Iteration 6Q: 3 clusters Score -8080896 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -8082357.000000 Penalty: 5300.163086
	Iteration 7F: 3 clusters Score -8082357 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -8084449.500000 Penalty: 5300.163086
	Iteration 8F: 3 clusters Score -8084450 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -8086771.000000 Penalty: 5300.163086
	Iteration 9F: 3 clusters Score -8086771 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -8088819.500000 Penalty: 5300.163086
	Iteration 10F: 3 clusters Score -8088820 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -8090301.000000 Penalty: 5300.163086
	Iteration 11Q: 3 clusters Score -8090301 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -8091398.000000 Penalty: 5300.163086
	Iteration 12Q: 3 clusters Score -8091398 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -8092115.000000 Penalty: 5300.163086
	Iteration 13Q: 3 clusters Score -8092115 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -8092402.000000 Penalty: 5300.163086
	Iteration 14Q: 3 clusters Score -8092402 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8092570.000000 Penalty: 5300.163086
	Iteration 15Q: 3 clusters Score -8092570 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -8092646.000000 Penalty: 5300.163086
	Iteration 16Q: 3 clusters Score -8092646 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -8092696.000000 Penalty: 5300.163086
	Iteration 17Q: 3 clusters Score -8092696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -8092744.500000 Penalty: 5300.163086
	Iteration 18Q: 3 clusters Score -8092744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -8092778.000000 Penalty: 5300.163086
	Iteration 19Q: 3 clusters Score -8092778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -8092795.000000 Penalty: 5300.163086
	Iteration 20F: 3 clusters Score -8092795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -8092810.000000 Penalty: 5300.163086
	Iteration 21Q: 3 clusters Score -8092810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -8092819.500000 Penalty: 5300.163086
	Iteration 22Q: 3 clusters Score -8092820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -8092808.500000 Penalty: 5300.163086
	Iteration 23Q: 3 clusters Score -8092808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -8092818.000000 Penalty: 5300.163086
	Iteration 24Q: 3 clusters Score -8092818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -8092827.500000 Penalty: 5300.163086
	Iteration 25Q: 3 clusters Score -8092828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -8092826.500000 Penalty: 5300.163086
	Iteration 26Q: 3 clusters Score -8092826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -8092826.500000 Penalty: 5300.163086
	Iteration 27F: 3 clusters Score -8092826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Entering Unmasked Estep 
Score: -8824582.000000 Penalty: 2668.907959
	Iteration 0F: 2 clusters Score -8824582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -8795766.000000 Penalty: 5337.815918
	Iteration 0F: 3 clusters Score -8795766 nChanged 21639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -8807963.000000 Penalty: 5337.815918
	Iteration 1F: 3 clusters Score -8807963 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -8808966.000000 Penalty: 5337.815918
	Iteration 2F: 3 clusters Score -8808966 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -8810163.000000 Penalty: 5337.815918
	Iteration 3F: 3 clusters Score -8810163 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -8811767.000000 Penalty: 5337.815918
	Iteration 4F: 3 clusters Score -8811767 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -8813478.000000 Penalty: 5337.815918
	Iteration 5F: 3 clusters Score -8813478 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -8815377.000000 Penalty: 5337.815918
	Iteration 6F: 3 clusters Score -8815377 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -8817205.000000 Penalty: 5337.815918
	Iteration 7F: 3 clusters Score -8817205 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -8818802.000000 Penalty: 5337.815918
	Iteration 8Q: 3 clusters Score -8818802 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -8820024.000000 Penalty: 5337.815918
	Iteration 9Q: 3 clusters Score -8820024 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -8820757.000000 Penalty: 5337.815918
	Iteration 10Q: 3 clusters Score -8820757 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -8821101.000000 Penalty: 5337.815918
	Iteration 11Q: 3 clusters Score -8821101 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -8821357.000000 Penalty: 5337.815918
	Iteration 12Q: 3 clusters Score -8821357 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -8821520.000000 Penalty: 5337.815918
	Iteration 13Q: 3 clusters Score -8821520 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -8821663.000000 Penalty: 5337.815918
	Iteration 14Q: 3 clusters Score -8821663 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -8821812.000000 Penalty: 5337.815918
	Iteration 15Q: 3 clusters Score -8821812 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -8821989.000000 Penalty: 5337.815918
	Iteration 16Q: 3 clusters Score -8821989 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -8822113.000000 Penalty: 5337.815918
	Iteration 17Q: 3 clusters Score -8822113 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -8822200.000000 Penalty: 5337.815918
	Iteration 18Q: 3 clusters Score -8822200 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -8822270.000000 Penalty: 5337.815918
	Iteration 19Q: 3 clusters Score -8822270 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -8822347.000000 Penalty: 5337.815918
	Iteration 20F: 3 clusters Score -8822347 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -8822458.000000 Penalty: 5337.815918
	Iteration 21Q: 3 clusters Score -8822458 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -8822552.000000 Penalty: 5337.815918
	Iteration 22Q: 3 clusters Score -8822552 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -8822635.000000 Penalty: 5337.815918
	Iteration 23Q: 3 clusters Score -8822635 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -8822721.000000 Penalty: 5337.815918
	Iteration 24Q: 3 clusters Score -8822721 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -8822798.000000 Penalty: 5337.815918
	Iteration 25Q: 3 clusters Score -8822798 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -8822882.000000 Penalty: 5337.815918
	Iteration 26Q: 3 clusters Score -8822882 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -8822949.000000 Penalty: 5337.815918
	Iteration 27Q: 3 clusters Score -8822949 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -8822989.000000 Penalty: 5337.815918
	Iteration 28Q: 3 clusters Score -8822989 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8823025.000000 Penalty: 5337.815918
	Iteration 29Q: 3 clusters Score -8823025 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -8823069.000000 Penalty: 5337.815918
	Iteration 30Q: 3 clusters Score -8823069 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -8823134.000000 Penalty: 5337.815918
	Iteration 31Q: 3 clusters Score -8823134 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -8823173.000000 Penalty: 5337.815918
	Iteration 32Q: 3 clusters Score -8823173 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -8823207.000000 Penalty: 5337.815918
	Iteration 33Q: 3 clusters Score -8823207 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -8823256.000000 Penalty: 5337.815918
	Iteration 34Q: 3 clusters Score -8823256 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -8823321.000000 Penalty: 5337.815918
	Iteration 35Q: 3 clusters Score -8823321 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -8823376.000000 Penalty: 5337.815918
	Iteration 36Q: 3 clusters Score -8823376 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -8823426.000000 Penalty: 5337.815918
	Iteration 37Q: 3 clusters Score -8823426 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -8823457.000000 Penalty: 5337.815918
	Iteration 38Q: 3 clusters Score -8823457 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -8823504.000000 Penalty: 5337.815918
	Iteration 39Q: 3 clusters Score -8823504 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -8823537.000000 Penalty: 5337.815918
	Iteration 40F: 3 clusters Score -8823537 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -8823509.000000 Penalty: 5337.815918
	Iteration 41Q: 3 clusters Score -8823509 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -8823526.000000 Penalty: 5337.815918
	Iteration 42Q: 3 clusters Score -8823526 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -8823543.000000 Penalty: 5337.815918
	Iteration 43Q: 3 clusters Score -8823543 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -8823557.000000 Penalty: 5337.815918
	Iteration 44Q: 3 clusters Score -8823557 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -8823554.000000 Penalty: 5337.815918
	Iteration 45Q: 3 clusters Score -8823554 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -8823536.000000 Penalty: 5337.815918
	Iteration 46Q: 3 clusters Score -8823536 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8823522.000000 Penalty: 5337.815918
	Iteration 47Q: 3 clusters Score -8823522 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8823519.000000 Penalty: 5337.815918
	Iteration 48Q: 3 clusters Score -8823519 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -8823461.000000 Penalty: 5337.815918
	Iteration 49Q: 3 clusters Score -8823461 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -8823365.000000 Penalty: 5337.815918
	Iteration 50Q: 3 clusters Score -8823365 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -8823282.000000 Penalty: 5337.815918
	Iteration 51Q: 3 clusters Score -8823282 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -8823245.000000 Penalty: 5337.815918
	Iteration 52Q: 3 clusters Score -8823245 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -8823221.000000 Penalty: 5337.815918
	Iteration 53Q: 3 clusters Score -8823221 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -8823179.000000 Penalty: 5337.815918
	Iteration 54Q: 3 clusters Score -8823179 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8823121.000000 Penalty: 5337.815918
	Iteration 55Q: 3 clusters Score -8823121 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -8823092.000000 Penalty: 5337.815918
	Iteration 56Q: 3 clusters Score -8823092 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -8823059.000000 Penalty: 5337.815918
	Iteration 57Q: 3 clusters Score -8823059 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -8823040.000000 Penalty: 5337.815918
	Iteration 58Q: 3 clusters Score -8823040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -8823027.000000 Penalty: 5337.815918
	Iteration 59Q: 3 clusters Score -8823027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -8822989.000000 Penalty: 5337.815918
	Iteration 60F: 3 clusters Score -8822989 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -8822958.000000 Penalty: 5337.815918
	Iteration 61Q: 3 clusters Score -8822958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -8822946.000000 Penalty: 5337.815918
	Iteration 62Q: 3 clusters Score -8822946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -8822932.000000 Penalty: 5337.815918
	Iteration 63Q: 3 clusters Score -8822932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -8822921.000000 Penalty: 5337.815918
	Iteration 64Q: 3 clusters Score -8822921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -8822925.000000 Penalty: 5337.815918
	Iteration 65Q: 3 clusters Score -8822925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -8822913.000000 Penalty: 5337.815918
	Iteration 66Q: 3 clusters Score -8822913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -8822912.000000 Penalty: 5337.815918
	Iteration 67Q: 3 clusters Score -8822912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8822924.000000 Penalty: 5337.815918
	Iteration 68Q: 3 clusters Score -8822924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -8822918.000000 Penalty: 5337.815918
	Iteration 69Q: 3 clusters Score -8822918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -8822918.000000 Penalty: 5337.815918
	Iteration 70Q: 3 clusters Score -8822918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -8822916.000000 Penalty: 5337.815918
	Iteration 71Q: 3 clusters Score -8822916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8822928.000000 Penalty: 5337.815918
	Iteration 72Q: 3 clusters Score -8822928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8822914.000000 Penalty: 5337.815918
	Iteration 73Q: 3 clusters Score -8822914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -8822919.000000 Penalty: 5337.815918
	Iteration 74Q: 3 clusters Score -8822919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -8822909.000000 Penalty: 5337.815918
	Iteration 75Q: 3 clusters Score -8822909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8822909.000000 Penalty: 5337.815918
	Iteration 76Q: 3 clusters Score -8822909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8822900.000000 Penalty: 5337.815918
	Iteration 77Q: 3 clusters Score -8822900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -8822904.000000 Penalty: 5337.815918
	Iteration 78Q: 3 clusters Score -8822904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8822903.000000 Penalty: 5337.815918
	Iteration 79Q: 3 clusters Score -8822903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8822903.000000 Penalty: 5337.815918
	Iteration 80F: 3 clusters Score -8822903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -8822908.000000 Penalty: 5337.815918
	Iteration 81Q: 3 clusters Score -8822908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -8822896.000000 Penalty: 5337.815918
	Iteration 82Q: 3 clusters Score -8822896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -8822883.000000 Penalty: 5337.815918
	Iteration 83Q: 3 clusters Score -8822883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8822882.000000 Penalty: 5337.815918
	Iteration 84Q: 3 clusters Score -8822882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -8822886.000000 Penalty: 5337.815918
	Iteration 85Q: 3 clusters Score -8822886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -8822886.000000 Penalty: 5337.815918
	Iteration 86Q: 3 clusters Score -8822886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -8822886.000000 Penalty: 5337.815918
	Iteration 87Q: 3 clusters Score -8822886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -8822877.000000 Penalty: 5337.815918
	Iteration 88Q: 3 clusters Score -8822877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -8822883.000000 Penalty: 5337.815918
	Iteration 89Q: 3 clusters Score -8822883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -8822876.000000 Penalty: 5337.815918
	Iteration 90Q: 3 clusters Score -8822876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -8822879.000000 Penalty: 5337.815918
	Iteration 91Q: 3 clusters Score -8822879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -8822883.000000 Penalty: 5337.815918
	Iteration 92Q: 3 clusters Score -8822883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -8822886.000000 Penalty: 5337.815918
	Iteration 93Q: 3 clusters Score -8822886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -8822881.000000 Penalty: 5337.815918
	Iteration 94Q: 3 clusters Score -8822881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8822878.000000 Penalty: 5337.815918
	Iteration 95Q: 3 clusters Score -8822878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -8822875.000000 Penalty: 5337.815918
	Iteration 96Q: 3 clusters Score -8822875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8822876.000000 Penalty: 5337.815918
	Iteration 97Q: 3 clusters Score -8822876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8822876.000000 Penalty: 5337.815918
	Iteration 98F: 3 clusters Score -8822876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Entering Unmasked Estep 
Score: -7949855.000000 Penalty: 2647.310059
	Iteration 0F: 2 clusters Score -7949855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -7920924.000000 Penalty: 5294.620117
	Iteration 0F: 3 clusters Score -7920924 nChanged 19766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -7931654.500000 Penalty: 5294.620117
	Iteration 1F: 3 clusters Score -7931654 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -7932105.500000 Penalty: 5294.620117
	Iteration 2Q: 3 clusters Score -7932106 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -7932526.500000 Penalty: 5294.620117
	Iteration 3Q: 3 clusters Score -7932526 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -7933085.000000 Penalty: 5294.620117
	Iteration 4Q: 3 clusters Score -7933085 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -7933833.500000 Penalty: 5294.620117
	Iteration 5Q: 3 clusters Score -7933834 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -7934870.000000 Penalty: 5294.620117
	Iteration 6Q: 3 clusters Score -7934870 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -7936447.000000 Penalty: 5294.620117
	Iteration 7F: 3 clusters Score -7936447 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -7938419.500000 Penalty: 5294.620117
	Iteration 8F: 3 clusters Score -7938420 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -7940708.500000 Penalty: 5294.620117
	Iteration 9F: 3 clusters Score -7940708 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -7942872.000000 Penalty: 5294.620117
	Iteration 10F: 3 clusters Score -7942872 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -7944499.000000 Penalty: 5294.620117
	Iteration 11Q: 3 clusters Score -7944499 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -7945733.000000 Penalty: 5294.620117
	Iteration 12Q: 3 clusters Score -7945733 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7946519.500000 Penalty: 5294.620117
	Iteration 13Q: 3 clusters Score -7946520 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -7946951.500000 Penalty: 5294.620117
	Iteration 14Q: 3 clusters Score -7946952 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -7947140.500000 Penalty: 5294.620117
	Iteration 15Q: 3 clusters Score -7947140 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -7947281.000000 Penalty: 5294.620117
	Iteration 16Q: 3 clusters Score -7947281 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -7947385.500000 Penalty: 5294.620117
	Iteration 17Q: 3 clusters Score -7947386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -7947469.000000 Penalty: 5294.620117
	Iteration 18Q: 3 clusters Score -7947469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -7947499.500000 Penalty: 5294.620117
	Iteration 19Q: 3 clusters Score -7947500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -7947508.000000 Penalty: 5294.620117
	Iteration 20F: 3 clusters Score -7947508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -7947527.000000 Penalty: 5294.620117
	Iteration 21Q: 3 clusters Score -7947527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -7947545.000000 Penalty: 5294.620117
	Iteration 22Q: 3 clusters Score -7947545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -7947545.500000 Penalty: 5294.620117
	Iteration 23Q: 3 clusters Score -7947546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -7947546.500000 Penalty: 5294.620117
	Iteration 24Q: 3 clusters Score -7947546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -7947553.000000 Penalty: 5294.620117
	Iteration 25Q: 3 clusters Score -7947553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -7947560.000000 Penalty: 5294.620117
	Iteration 26Q: 3 clusters Score -7947560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -7947562.500000 Penalty: 5294.620117
	Iteration 27Q: 3 clusters Score -7947562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -7947563.500000 Penalty: 5294.620117
	Iteration 28Q: 3 clusters Score -7947564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -7947563.500000 Penalty: 5294.620117
	Iteration 29Q: 3 clusters Score -7947564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -7947568.000000 Penalty: 5294.620117
	Iteration 30Q: 3 clusters Score -7947568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -7947577.000000 Penalty: 5294.620117
	Iteration 31Q: 3 clusters Score -7947577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -7947579.000000 Penalty: 5294.620117
	Iteration 32Q: 3 clusters Score -7947579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -7947573.500000 Penalty: 5294.620117
	Iteration 33Q: 3 clusters Score -7947574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -7947582.000000 Penalty: 5294.620117
	Iteration 34Q: 3 clusters Score -7947582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -7947582.500000 Penalty: 5294.620117
	Iteration 35Q: 3 clusters Score -7947582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -7947582.000000 Penalty: 5294.620117
	Iteration 36Q: 3 clusters Score -7947582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -7947588.500000 Penalty: 5294.620117
	Iteration 37Q: 3 clusters Score -7947588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -7947589.000000 Penalty: 5294.620117
	Iteration 38Q: 3 clusters Score -7947589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -7947589.000000 Penalty: 5294.620117
	Iteration 39F: 3 clusters Score -7947589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Entering Unmasked Estep 
Score: -8506016.000000 Penalty: 2660.460449
	Iteration 0F: 2 clusters Score -8506016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -8477128.000000 Penalty: 5320.920898
	Iteration 0F: 3 clusters Score -8477128 nChanged 20978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8488473.000000 Penalty: 5320.920898
	Iteration 1F: 3 clusters Score -8488473 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -8488971.000000 Penalty: 5320.920898
	Iteration 2Q: 3 clusters Score -8488971 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -8489405.000000 Penalty: 5320.920898
	Iteration 3Q: 3 clusters Score -8489405 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -8489792.000000 Penalty: 5320.920898
	Iteration 4Q: 3 clusters Score -8489792 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -8490293.000000 Penalty: 5320.920898
	Iteration 5Q: 3 clusters Score -8490293 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -8490788.000000 Penalty: 5320.920898
	Iteration 6Q: 3 clusters Score -8490788 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -8491383.000000 Penalty: 5320.920898
	Iteration 7Q: 3 clusters Score -8491383 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -8492150.000000 Penalty: 5320.920898
	Iteration 8Q: 3 clusters Score -8492150 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -8493209.000000 Penalty: 5320.920898
	Iteration 9Q: 3 clusters Score -8493209 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -8494534.000000 Penalty: 5320.920898
	Iteration 10Q: 3 clusters Score -8494534 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -8496140.000000 Penalty: 5320.920898
	Iteration 11F: 3 clusters Score -8496140 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -8497707.000000 Penalty: 5320.920898
	Iteration 12F: 3 clusters Score -8497707 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -8498760.000000 Penalty: 5320.920898
	Iteration 13Q: 3 clusters Score -8498760 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -8499308.000000 Penalty: 5320.920898
	Iteration 14Q: 3 clusters Score -8499308 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -8499610.000000 Penalty: 5320.920898
	Iteration 15Q: 3 clusters Score -8499610 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -8499883.000000 Penalty: 5320.920898
	Iteration 16Q: 3 clusters Score -8499883 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -8500119.000000 Penalty: 5320.920898
	Iteration 17Q: 3 clusters Score -8500119 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -8500295.000000 Penalty: 5320.920898
	Iteration 18Q: 3 clusters Score -8500295 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -8500458.000000 Penalty: 5320.920898
	Iteration 19Q: 3 clusters Score -8500458 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -8500667.000000 Penalty: 5320.920898
	Iteration 20F: 3 clusters Score -8500667 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -8500801.000000 Penalty: 5320.920898
	Iteration 21Q: 3 clusters Score -8500801 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -8500968.000000 Penalty: 5320.920898
	Iteration 22Q: 3 clusters Score -8500968 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -8501145.000000 Penalty: 5320.920898
	Iteration 23Q: 3 clusters Score -8501145 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -8501231.000000 Penalty: 5320.920898
	Iteration 24Q: 3 clusters Score -8501231 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -8501378.000000 Penalty: 5320.920898
	Iteration 25Q: 3 clusters Score -8501378 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -8501478.000000 Penalty: 5320.920898
	Iteration 26Q: 3 clusters Score -8501478 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -8501578.000000 Penalty: 5320.920898
	Iteration 27Q: 3 clusters Score -8501578 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -8501648.000000 Penalty: 5320.920898
	Iteration 28Q: 3 clusters Score -8501648 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -8501706.000000 Penalty: 5320.920898
	Iteration 29Q: 3 clusters Score -8501706 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -8501795.000000 Penalty: 5320.920898
	Iteration 30Q: 3 clusters Score -8501795 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -8501857.000000 Penalty: 5320.920898
	Iteration 31Q: 3 clusters Score -8501857 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -8501921.000000 Penalty: 5320.920898
	Iteration 32Q: 3 clusters Score -8501921 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -8502036.000000 Penalty: 5320.920898
	Iteration 33Q: 3 clusters Score -8502036 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -8502143.000000 Penalty: 5320.920898
	Iteration 34Q: 3 clusters Score -8502143 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -8502204.000000 Penalty: 5320.920898
	Iteration 35Q: 3 clusters Score -8502204 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -8502269.000000 Penalty: 5320.920898
	Iteration 36Q: 3 clusters Score -8502269 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -8502345.000000 Penalty: 5320.920898
	Iteration 37Q: 3 clusters Score -8502345 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -8502445.000000 Penalty: 5320.920898
	Iteration 38Q: 3 clusters Score -8502445 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -8502627.000000 Penalty: 5320.920898
	Iteration 39Q: 3 clusters Score -8502627 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -8502766.000000 Penalty: 5320.920898
	Iteration 40F: 3 clusters Score -8502766 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -8502936.000000 Penalty: 5320.920898
	Iteration 41Q: 3 clusters Score -8502936 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -8503116.000000 Penalty: 5320.920898
	Iteration 42Q: 3 clusters Score -8503116 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -8503318.000000 Penalty: 5320.920898
	Iteration 43Q: 3 clusters Score -8503318 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -8503466.000000 Penalty: 5320.920898
	Iteration 44Q: 3 clusters Score -8503466 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -8503589.000000 Penalty: 5320.920898
	Iteration 45Q: 3 clusters Score -8503589 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -8503669.000000 Penalty: 5320.920898
	Iteration 46Q: 3 clusters Score -8503669 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -8503733.000000 Penalty: 5320.920898
	Iteration 47Q: 3 clusters Score -8503733 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -8503787.000000 Penalty: 5320.920898
	Iteration 48Q: 3 clusters Score -8503787 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -8503856.000000 Penalty: 5320.920898
	Iteration 49Q: 3 clusters Score -8503856 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -8503905.000000 Penalty: 5320.920898
	Iteration 50Q: 3 clusters Score -8503905 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -8503914.000000 Penalty: 5320.920898
	Iteration 51Q: 3 clusters Score -8503914 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -8503944.000000 Penalty: 5320.920898
	Iteration 52Q: 3 clusters Score -8503944 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -8503988.000000 Penalty: 5320.920898
	Iteration 53Q: 3 clusters Score -8503988 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -8504036.000000 Penalty: 5320.920898
	Iteration 54Q: 3 clusters Score -8504036 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -8504060.000000 Penalty: 5320.920898
	Iteration 55Q: 3 clusters Score -8504060 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -8504112.000000 Penalty: 5320.920898
	Iteration 56Q: 3 clusters Score -8504112 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -8504119.000000 Penalty: 5320.920898
	Iteration 57Q: 3 clusters Score -8504119 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -8504148.000000 Penalty: 5320.920898
	Iteration 58Q: 3 clusters Score -8504148 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -8504207.000000 Penalty: 5320.920898
	Iteration 59Q: 3 clusters Score -8504207 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -8504264.000000 Penalty: 5320.920898
	Iteration 60F: 3 clusters Score -8504264 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -8504321.000000 Penalty: 5320.920898
	Iteration 61Q: 3 clusters Score -8504321 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -8504382.000000 Penalty: 5320.920898
	Iteration 62Q: 3 clusters Score -8504382 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -8504440.000000 Penalty: 5320.920898
	Iteration 63Q: 3 clusters Score -8504440 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -8504464.000000 Penalty: 5320.920898
	Iteration 64Q: 3 clusters Score -8504464 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -8504500.000000 Penalty: 5320.920898
	Iteration 65Q: 3 clusters Score -8504500 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -8504601.000000 Penalty: 5320.920898
	Iteration 66Q: 3 clusters Score -8504601 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -8504604.000000 Penalty: 5320.920898
	Iteration 67Q: 3 clusters Score -8504604 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -8504664.000000 Penalty: 5320.920898
	Iteration 68Q: 3 clusters Score -8504664 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -8504696.000000 Penalty: 5320.920898
	Iteration 69Q: 3 clusters Score -8504696 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -8504708.000000 Penalty: 5320.920898
	Iteration 70Q: 3 clusters Score -8504708 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -8504752.000000 Penalty: 5320.920898
	Iteration 71Q: 3 clusters Score -8504752 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -8504759.000000 Penalty: 5320.920898
	Iteration 72Q: 3 clusters Score -8504759 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -8504795.000000 Penalty: 5320.920898
	Iteration 73Q: 3 clusters Score -8504795 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -8504829.000000 Penalty: 5320.920898
	Iteration 74Q: 3 clusters Score -8504829 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -8504786.000000 Penalty: 5320.920898
	Iteration 75Q: 3 clusters Score -8504786 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -8504793.000000 Penalty: 5320.920898
	Iteration 76Q: 3 clusters Score -8504793 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -8504803.000000 Penalty: 5320.920898
	Iteration 77Q: 3 clusters Score -8504803 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -8504805.000000 Penalty: 5320.920898
	Iteration 78Q: 3 clusters Score -8504805 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -8504837.000000 Penalty: 5320.920898
	Iteration 79Q: 3 clusters Score -8504837 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -8504867.000000 Penalty: 5320.920898
	Iteration 80F: 3 clusters Score -8504867 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -8504933.000000 Penalty: 5320.920898
	Iteration 81Q: 3 clusters Score -8504933 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -8504955.000000 Penalty: 5320.920898
	Iteration 82Q: 3 clusters Score -8504955 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -8504968.000000 Penalty: 5320.920898
	Iteration 83Q: 3 clusters Score -8504968 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -8504963.000000 Penalty: 5320.920898
	Iteration 84Q: 3 clusters Score -8504963 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -8504973.000000 Penalty: 5320.920898
	Iteration 85Q: 3 clusters Score -8504973 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -8505010.000000 Penalty: 5320.920898
	Iteration 86Q: 3 clusters Score -8505010 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -8504999.000000 Penalty: 5320.920898
	Iteration 87Q: 3 clusters Score -8504999 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -8504987.000000 Penalty: 5320.920898
	Iteration 88Q: 3 clusters Score -8504987 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -8504958.000000 Penalty: 5320.920898
	Iteration 89Q: 3 clusters Score -8504958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8504961.000000 Penalty: 5320.920898
	Iteration 90Q: 3 clusters Score -8504961 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -8504944.000000 Penalty: 5320.920898
	Iteration 91Q: 3 clusters Score -8504944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -8504951.000000 Penalty: 5320.920898
	Iteration 92Q: 3 clusters Score -8504951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -8504944.000000 Penalty: 5320.920898
	Iteration 93Q: 3 clusters Score -8504944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -8504930.000000 Penalty: 5320.920898
	Iteration 94Q: 3 clusters Score -8504930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -8504929.000000 Penalty: 5320.920898
	Iteration 95Q: 3 clusters Score -8504929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -8504918.000000 Penalty: 5320.920898
	Iteration 96Q: 3 clusters Score -8504918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8504912.000000 Penalty: 5320.920898
	Iteration 97Q: 3 clusters Score -8504912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -8504894.000000 Penalty: 5320.920898
	Iteration 98Q: 3 clusters Score -8504894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -8504886.000000 Penalty: 5320.920898
	Iteration 99Q: 3 clusters Score -8504886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -8504884.000000 Penalty: 5320.920898
	Iteration 100F: 3 clusters Score -8504884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -8504873.000000 Penalty: 5320.920898
	Iteration 101Q: 3 clusters Score -8504873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -8504872.000000 Penalty: 5320.920898
	Iteration 102Q: 3 clusters Score -8504872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -8504883.000000 Penalty: 5320.920898
	Iteration 103Q: 3 clusters Score -8504883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -8504872.000000 Penalty: 5320.920898
	Iteration 104Q: 3 clusters Score -8504872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -8504866.000000 Penalty: 5320.920898
	Iteration 105Q: 3 clusters Score -8504866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -8504854.000000 Penalty: 5320.920898
	Iteration 106Q: 3 clusters Score -8504854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -8504853.000000 Penalty: 5320.920898
	Iteration 107Q: 3 clusters Score -8504853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -8504845.000000 Penalty: 5320.920898
	Iteration 108Q: 3 clusters Score -8504845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -8504839.000000 Penalty: 5320.920898
	Iteration 109Q: 3 clusters Score -8504839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -8504834.000000 Penalty: 5320.920898
	Iteration 110Q: 3 clusters Score -8504834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -8504844.000000 Penalty: 5320.920898
	Iteration 111Q: 3 clusters Score -8504844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8504840.000000 Penalty: 5320.920898
	Iteration 112Q: 3 clusters Score -8504840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -8504831.000000 Penalty: 5320.920898
	Iteration 113Q: 3 clusters Score -8504831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -8504840.000000 Penalty: 5320.920898
	Iteration 114Q: 3 clusters Score -8504840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -8504832.000000 Penalty: 5320.920898
	Iteration 115Q: 3 clusters Score -8504832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -8504822.000000 Penalty: 5320.920898
	Iteration 116Q: 3 clusters Score -8504822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -8504826.000000 Penalty: 5320.920898
	Iteration 117Q: 3 clusters Score -8504826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -8504819.000000 Penalty: 5320.920898
	Iteration 118Q: 3 clusters Score -8504819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -8504826.000000 Penalty: 5320.920898
	Iteration 119Q: 3 clusters Score -8504826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -8504827.000000 Penalty: 5320.920898
	Iteration 120F: 3 clusters Score -8504827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -8504827.000000 Penalty: 5320.920898
	Iteration 121Q: 3 clusters Score -8504827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -8504832.000000 Penalty: 5320.920898
	Iteration 122Q: 3 clusters Score -8504832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -8504837.000000 Penalty: 5320.920898
	Iteration 123Q: 3 clusters Score -8504837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -8504835.000000 Penalty: 5320.920898
	Iteration 124Q: 3 clusters Score -8504835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -8504831.000000 Penalty: 5320.920898
	Iteration 125Q: 3 clusters Score -8504831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8504836.000000 Penalty: 5320.920898
	Iteration 126Q: 3 clusters Score -8504836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8504836.000000 Penalty: 5320.920898
	Iteration 127F: 3 clusters Score -8504836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Entering Unmasked Estep 
Score: -1622238.750000 Penalty: 2253.109131
	Iteration 0F: 2 clusters Score -1622239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1615310.750000 Penalty: 4506.218262
	Iteration 0F: 3 clusters Score -1615311 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1617266.250000 Penalty: 4506.218262
	Iteration 1F: 3 clusters Score -1617266 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1617529.625000 Penalty: 4506.218262
	Iteration 2F: 3 clusters Score -1617530 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1617704.250000 Penalty: 4506.218262
	Iteration 3Q: 3 clusters Score -1617704 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1617852.000000 Penalty: 4506.218262
	Iteration 4Q: 3 clusters Score -1617852 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1617991.375000 Penalty: 4506.218262
	Iteration 5Q: 3 clusters Score -1617991 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1618144.750000 Penalty: 4506.218262
	Iteration 6Q: 3 clusters Score -1618145 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1618307.625000 Penalty: 4506.218262
	Iteration 7Q: 3 clusters Score -1618308 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1618445.375000 Penalty: 4506.218262
	Iteration 8Q: 3 clusters Score -1618445 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1618619.125000 Penalty: 4506.218262
	Iteration 9Q: 3 clusters Score -1618619 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1618787.500000 Penalty: 4506.218262
	Iteration 10Q: 3 clusters Score -1618788 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1619007.375000 Penalty: 4506.218262
	Iteration 11Q: 3 clusters Score -1619007 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1619236.375000 Penalty: 4506.218262
	Iteration 12Q: 3 clusters Score -1619236 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1619488.875000 Penalty: 4506.218262
	Iteration 13Q: 3 clusters Score -1619489 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1619675.875000 Penalty: 4506.218262
	Iteration 14Q: 3 clusters Score -1619676 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1619823.000000 Penalty: 4506.218262
	Iteration 15Q: 3 clusters Score -1619823 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1619936.500000 Penalty: 4506.218262
	Iteration 16Q: 3 clusters Score -1619936 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1620023.125000 Penalty: 4506.218262
	Iteration 17Q: 3 clusters Score -1620023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1620094.625000 Penalty: 4506.218262
	Iteration 18Q: 3 clusters Score -1620095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1620130.125000 Penalty: 4506.218262
	Iteration 19Q: 3 clusters Score -1620130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1620155.750000 Penalty: 4506.218262
	Iteration 20F: 3 clusters Score -1620156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1620173.000000 Penalty: 4506.218262
	Iteration 21Q: 3 clusters Score -1620173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1620188.750000 Penalty: 4506.218262
	Iteration 22Q: 3 clusters Score -1620189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1620194.875000 Penalty: 4506.218262
	Iteration 23Q: 3 clusters Score -1620195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1620203.375000 Penalty: 4506.218262
	Iteration 24Q: 3 clusters Score -1620203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1620203.375000 Penalty: 4506.218262
	Iteration 25Q: 3 clusters Score -1620203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1620206.125000 Penalty: 4506.218262
	Iteration 26Q: 3 clusters Score -1620206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1620208.750000 Penalty: 4506.218262
	Iteration 27Q: 3 clusters Score -1620209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1620208.250000 Penalty: 4506.218262
	Iteration 28Q: 3 clusters Score -1620208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1620208.250000 Penalty: 4506.218262
	Iteration 29F: 3 clusters Score -1620208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Entering Unmasked Estep 
Score: -8658073.000000 Penalty: 2665.078125
	Iteration 0F: 2 clusters Score -8658073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -8629136.000000 Penalty: 5330.156250
	Iteration 0F: 3 clusters Score -8629136 nChanged 21444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8640560.000000 Penalty: 5330.156250
	Iteration 1F: 3 clusters Score -8640560 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -8641004.000000 Penalty: 5330.156250
	Iteration 2Q: 3 clusters Score -8641004 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -8641424.000000 Penalty: 5330.156250
	Iteration 3Q: 3 clusters Score -8641424 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -8641834.000000 Penalty: 5330.156250
	Iteration 4Q: 3 clusters Score -8641834 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -8642217.000000 Penalty: 5330.156250
	Iteration 5Q: 3 clusters Score -8642217 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -8642627.000000 Penalty: 5330.156250
	Iteration 6Q: 3 clusters Score -8642627 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -8643175.000000 Penalty: 5330.156250
	Iteration 7Q: 3 clusters Score -8643175 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -8643924.000000 Penalty: 5330.156250
	Iteration 8Q: 3 clusters Score -8643924 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -8644897.000000 Penalty: 5330.156250
	Iteration 9Q: 3 clusters Score -8644897 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -8646272.000000 Penalty: 5330.156250
	Iteration 10F: 3 clusters Score -8646272 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -8648206.000000 Penalty: 5330.156250
	Iteration 11F: 3 clusters Score -8648206 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -8650730.000000 Penalty: 5330.156250
	Iteration 12F: 3 clusters Score -8650730 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -8653227.000000 Penalty: 5330.156250
	Iteration 13F: 3 clusters Score -8653227 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8654669.000000 Penalty: 5330.156250
	Iteration 14F: 3 clusters Score -8654669 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8655190.000000 Penalty: 5330.156250
	Iteration 15Q: 3 clusters Score -8655190 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8655553.000000 Penalty: 5330.156250
	Iteration 16Q: 3 clusters Score -8655553 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8655696.000000 Penalty: 5330.156250
	Iteration 17Q: 3 clusters Score -8655696 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8655765.000000 Penalty: 5330.156250
	Iteration 18Q: 3 clusters Score -8655765 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8655804.000000 Penalty: 5330.156250
	Iteration 19Q: 3 clusters Score -8655804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8655834.000000 Penalty: 5330.156250
	Iteration 20F: 3 clusters Score -8655834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8655837.000000 Penalty: 5330.156250
	Iteration 21Q: 3 clusters Score -8655837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8655854.000000 Penalty: 5330.156250
	Iteration 22Q: 3 clusters Score -8655854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8655856.000000 Penalty: 5330.156250
	Iteration 23Q: 3 clusters Score -8655856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8655866.000000 Penalty: 5330.156250
	Iteration 24Q: 3 clusters Score -8655866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8655873.000000 Penalty: 5330.156250
	Iteration 25Q: 3 clusters Score -8655873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8655883.000000 Penalty: 5330.156250
	Iteration 26Q: 3 clusters Score -8655883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8655881.000000 Penalty: 5330.156250
	Iteration 27Q: 3 clusters Score -8655881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8655891.000000 Penalty: 5330.156250
	Iteration 28Q: 3 clusters Score -8655891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8655890.000000 Penalty: 5330.156250
	Iteration 29Q: 3 clusters Score -8655890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8655890.000000 Penalty: 5330.156250
	Iteration 30F: 3 clusters Score -8655890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Entering Unmasked Estep 
Score: -8746101.000000 Penalty: 2666.769775
	Iteration 0F: 2 clusters Score -8746101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -8717246.000000 Penalty: 5333.539551
	Iteration 0F: 3 clusters Score -8717246 nChanged 21720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -8729408.000000 Penalty: 5333.539551
	Iteration 1F: 3 clusters Score -8729408 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -8730123.000000 Penalty: 5333.539551
	Iteration 2Q: 3 clusters Score -8730123 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -8730896.000000 Penalty: 5333.539551
	Iteration 3Q: 3 clusters Score -8730896 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -8731789.000000 Penalty: 5333.539551
	Iteration 4Q: 3 clusters Score -8731789 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -8732878.000000 Penalty: 5333.539551
	Iteration 5Q: 3 clusters Score -8732878 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -8734270.000000 Penalty: 5333.539551
	Iteration 6Q: 3 clusters Score -8734270 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -8735935.000000 Penalty: 5333.539551
	Iteration 7F: 3 clusters Score -8735935 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -8737848.000000 Penalty: 5333.539551
	Iteration 8F: 3 clusters Score -8737848 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -8739660.000000 Penalty: 5333.539551
	Iteration 9F: 3 clusters Score -8739660 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -8740723.000000 Penalty: 5333.539551
	Iteration 10Q: 3 clusters Score -8740723 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -8741247.000000 Penalty: 5333.539551
	Iteration 11Q: 3 clusters Score -8741247 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -8741498.000000 Penalty: 5333.539551
	Iteration 12Q: 3 clusters Score -8741498 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -8741656.000000 Penalty: 5333.539551
	Iteration 13Q: 3 clusters Score -8741656 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -8741789.000000 Penalty: 5333.539551
	Iteration 14Q: 3 clusters Score -8741789 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -8741913.000000 Penalty: 5333.539551
	Iteration 15Q: 3 clusters Score -8741913 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -8742027.000000 Penalty: 5333.539551
	Iteration 16Q: 3 clusters Score -8742027 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -8742107.000000 Penalty: 5333.539551
	Iteration 17Q: 3 clusters Score -8742107 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -8742165.000000 Penalty: 5333.539551
	Iteration 18Q: 3 clusters Score -8742165 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -8742233.000000 Penalty: 5333.539551
	Iteration 19Q: 3 clusters Score -8742233 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -8742300.000000 Penalty: 5333.539551
	Iteration 20F: 3 clusters Score -8742300 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -8742356.000000 Penalty: 5333.539551
	Iteration 21Q: 3 clusters Score -8742356 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -8742409.000000 Penalty: 5333.539551
	Iteration 22Q: 3 clusters Score -8742409 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -8742491.000000 Penalty: 5333.539551
	Iteration 23Q: 3 clusters Score -8742491 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -8742558.000000 Penalty: 5333.539551
	Iteration 24Q: 3 clusters Score -8742558 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -8742635.000000 Penalty: 5333.539551
	Iteration 25Q: 3 clusters Score -8742635 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -8742701.000000 Penalty: 5333.539551
	Iteration 26Q: 3 clusters Score -8742701 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -8742769.000000 Penalty: 5333.539551
	Iteration 27Q: 3 clusters Score -8742769 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -8742805.000000 Penalty: 5333.539551
	Iteration 28Q: 3 clusters Score -8742805 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -8742849.000000 Penalty: 5333.539551
	Iteration 29Q: 3 clusters Score -8742849 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -8742902.000000 Penalty: 5333.539551
	Iteration 30Q: 3 clusters Score -8742902 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -8742934.000000 Penalty: 5333.539551
	Iteration 31Q: 3 clusters Score -8742934 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -8742967.000000 Penalty: 5333.539551
	Iteration 32Q: 3 clusters Score -8742967 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -8743016.000000 Penalty: 5333.539551
	Iteration 33Q: 3 clusters Score -8743016 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -8743055.000000 Penalty: 5333.539551
	Iteration 34Q: 3 clusters Score -8743055 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -8743075.000000 Penalty: 5333.539551
	Iteration 35Q: 3 clusters Score -8743075 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -8743078.000000 Penalty: 5333.539551
	Iteration 36Q: 3 clusters Score -8743078 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -8743093.000000 Penalty: 5333.539551
	Iteration 37Q: 3 clusters Score -8743093 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -8743141.000000 Penalty: 5333.539551
	Iteration 38Q: 3 clusters Score -8743141 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -8743176.000000 Penalty: 5333.539551
	Iteration 39Q: 3 clusters Score -8743176 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -8743190.000000 Penalty: 5333.539551
	Iteration 40F: 3 clusters Score -8743190 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -8743179.000000 Penalty: 5333.539551
	Iteration 41Q: 3 clusters Score -8743179 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -8743213.000000 Penalty: 5333.539551
	Iteration 42Q: 3 clusters Score -8743213 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -8743233.000000 Penalty: 5333.539551
	Iteration 43Q: 3 clusters Score -8743233 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -8743274.000000 Penalty: 5333.539551
	Iteration 44Q: 3 clusters Score -8743274 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -8743350.000000 Penalty: 5333.539551
	Iteration 45Q: 3 clusters Score -8743350 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -8743398.000000 Penalty: 5333.539551
	Iteration 46Q: 3 clusters Score -8743398 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -8743437.000000 Penalty: 5333.539551
	Iteration 47Q: 3 clusters Score -8743437 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -8743464.000000 Penalty: 5333.539551
	Iteration 48Q: 3 clusters Score -8743464 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -8743514.000000 Penalty: 5333.539551
	Iteration 49Q: 3 clusters Score -8743514 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -8743544.000000 Penalty: 5333.539551
	Iteration 50Q: 3 clusters Score -8743544 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -8743568.000000 Penalty: 5333.539551
	Iteration 51Q: 3 clusters Score -8743568 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -8743595.000000 Penalty: 5333.539551
	Iteration 52Q: 3 clusters Score -8743595 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -8743616.000000 Penalty: 5333.539551
	Iteration 53Q: 3 clusters Score -8743616 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -8743673.000000 Penalty: 5333.539551
	Iteration 54Q: 3 clusters Score -8743673 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -8743753.000000 Penalty: 5333.539551
	Iteration 55Q: 3 clusters Score -8743753 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -8743831.000000 Penalty: 5333.539551
	Iteration 56Q: 3 clusters Score -8743831 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -8743917.000000 Penalty: 5333.539551
	Iteration 57Q: 3 clusters Score -8743917 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -8743916.000000 Penalty: 5333.539551
	Iteration 58Q: 3 clusters Score -8743916 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -8743932.000000 Penalty: 5333.539551
	Iteration 59Q: 3 clusters Score -8743932 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -8743983.000000 Penalty: 5333.539551
	Iteration 60F: 3 clusters Score -8743983 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -8744042.000000 Penalty: 5333.539551
	Iteration 61Q: 3 clusters Score -8744042 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -8744055.000000 Penalty: 5333.539551
	Iteration 62Q: 3 clusters Score -8744055 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -8744088.000000 Penalty: 5333.539551
	Iteration 63Q: 3 clusters Score -8744088 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -8744071.000000 Penalty: 5333.539551
	Iteration 64Q: 3 clusters Score -8744071 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -8744086.000000 Penalty: 5333.539551
	Iteration 65Q: 3 clusters Score -8744086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -8744126.000000 Penalty: 5333.539551
	Iteration 66Q: 3 clusters Score -8744126 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -8744142.000000 Penalty: 5333.539551
	Iteration 67Q: 3 clusters Score -8744142 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -8744166.000000 Penalty: 5333.539551
	Iteration 68Q: 3 clusters Score -8744166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -8744196.000000 Penalty: 5333.539551
	Iteration 69Q: 3 clusters Score -8744196 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -8744218.000000 Penalty: 5333.539551
	Iteration 70Q: 3 clusters Score -8744218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -8744247.000000 Penalty: 5333.539551
	Iteration 71Q: 3 clusters Score -8744247 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -8744279.000000 Penalty: 5333.539551
	Iteration 72Q: 3 clusters Score -8744279 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -8744284.000000 Penalty: 5333.539551
	Iteration 73Q: 3 clusters Score -8744284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -8744306.000000 Penalty: 5333.539551
	Iteration 74Q: 3 clusters Score -8744306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -8744300.000000 Penalty: 5333.539551
	Iteration 75Q: 3 clusters Score -8744300 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -8744333.000000 Penalty: 5333.539551
	Iteration 76Q: 3 clusters Score -8744333 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -8744332.000000 Penalty: 5333.539551
	Iteration 77Q: 3 clusters Score -8744332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -8744337.000000 Penalty: 5333.539551
	Iteration 78Q: 3 clusters Score -8744337 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -8744324.000000 Penalty: 5333.539551
	Iteration 79Q: 3 clusters Score -8744324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -8744317.000000 Penalty: 5333.539551
	Iteration 80F: 3 clusters Score -8744317 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -8744328.000000 Penalty: 5333.539551
	Iteration 81Q: 3 clusters Score -8744328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -8744330.000000 Penalty: 5333.539551
	Iteration 82Q: 3 clusters Score -8744330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -8744352.000000 Penalty: 5333.539551
	Iteration 83Q: 3 clusters Score -8744352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8744347.000000 Penalty: 5333.539551
	Iteration 84Q: 3 clusters Score -8744347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -8744357.000000 Penalty: 5333.539551
	Iteration 85Q: 3 clusters Score -8744357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -8744372.000000 Penalty: 5333.539551
	Iteration 86Q: 3 clusters Score -8744372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -8744376.000000 Penalty: 5333.539551
	Iteration 87Q: 3 clusters Score -8744376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -8744374.000000 Penalty: 5333.539551
	Iteration 88Q: 3 clusters Score -8744374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -8744373.000000 Penalty: 5333.539551
	Iteration 89Q: 3 clusters Score -8744373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -8744374.000000 Penalty: 5333.539551
	Iteration 90Q: 3 clusters Score -8744374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -8744367.000000 Penalty: 5333.539551
	Iteration 91Q: 3 clusters Score -8744367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -8744375.000000 Penalty: 5333.539551
	Iteration 92Q: 3 clusters Score -8744375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -8744382.000000 Penalty: 5333.539551
	Iteration 93Q: 3 clusters Score -8744382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -8744389.000000 Penalty: 5333.539551
	Iteration 94Q: 3 clusters Score -8744389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -8744384.000000 Penalty: 5333.539551
	Iteration 95Q: 3 clusters Score -8744384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -8744378.000000 Penalty: 5333.539551
	Iteration 96Q: 3 clusters Score -8744378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -8744377.000000 Penalty: 5333.539551
	Iteration 97Q: 3 clusters Score -8744377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -8744379.000000 Penalty: 5333.539551
	Iteration 98Q: 3 clusters Score -8744379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -8744372.000000 Penalty: 5333.539551
	Iteration 99Q: 3 clusters Score -8744372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -8744381.000000 Penalty: 5333.539551
	Iteration 100F: 3 clusters Score -8744381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -8744386.000000 Penalty: 5333.539551
	Iteration 101Q: 3 clusters Score -8744386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -8744391.000000 Penalty: 5333.539551
	Iteration 102Q: 3 clusters Score -8744391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -8744386.000000 Penalty: 5333.539551
	Iteration 103Q: 3 clusters Score -8744386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -8744395.000000 Penalty: 5333.539551
	Iteration 104Q: 3 clusters Score -8744395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -8744394.000000 Penalty: 5333.539551
	Iteration 105Q: 3 clusters Score -8744394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -8744401.000000 Penalty: 5333.539551
	Iteration 106Q: 3 clusters Score -8744401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -8744401.000000 Penalty: 5333.539551
	Iteration 107Q: 3 clusters Score -8744401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -8744418.000000 Penalty: 5333.539551
	Iteration 108Q: 3 clusters Score -8744418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -8744411.000000 Penalty: 5333.539551
	Iteration 109Q: 3 clusters Score -8744411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -8744417.000000 Penalty: 5333.539551
	Iteration 110Q: 3 clusters Score -8744417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -8744406.000000 Penalty: 5333.539551
	Iteration 111Q: 3 clusters Score -8744406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -8744404.000000 Penalty: 5333.539551
	Iteration 112Q: 3 clusters Score -8744404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -8744407.000000 Penalty: 5333.539551
	Iteration 113Q: 3 clusters Score -8744407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -8744412.000000 Penalty: 5333.539551
	Iteration 114Q: 3 clusters Score -8744412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -8744414.000000 Penalty: 5333.539551
	Iteration 115Q: 3 clusters Score -8744414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -8744404.000000 Penalty: 5333.539551
	Iteration 116Q: 3 clusters Score -8744404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -8744395.000000 Penalty: 5333.539551
	Iteration 117Q: 3 clusters Score -8744395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -8744397.000000 Penalty: 5333.539551
	Iteration 118Q: 3 clusters Score -8744397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -8744400.000000 Penalty: 5333.539551
	Iteration 119Q: 3 clusters Score -8744400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -8744398.000000 Penalty: 5333.539551
	Iteration 120F: 3 clusters Score -8744398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -8744398.000000 Penalty: 5333.539551
	Iteration 121Q: 3 clusters Score -8744398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -8744394.000000 Penalty: 5333.539551
	Iteration 122Q: 3 clusters Score -8744394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -8744392.000000 Penalty: 5333.539551
	Iteration 123Q: 3 clusters Score -8744392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -8744392.000000 Penalty: 5333.539551
	Iteration 124F: 3 clusters Score -8744392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -214182.265625 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -214182.3 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 677 members 
Entering Unmasked Estep 
Score: -212091.640625 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -212091.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -212800.140625 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -212800.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -213232.187500 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -213232.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -213497.046875 Penalty: 3572.889160
	Iteration 3F: 3 clusters Score -213497 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -213606.171875 Penalty: 3572.889160
	Iteration 4Q: 3 clusters Score -213606.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -213676.500000 Penalty: 3572.889160
	Iteration 5Q: 3 clusters Score -213676.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -213734.515625 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -213734.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -213777.218750 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -213777.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213810.968750 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -213811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -213837.875000 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -213837.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -213864.046875 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -213864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -213873.390625 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -213873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -213879.078125 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -213879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -213881.250000 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -213881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -213882.468750 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -213882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -213892.421875 Penalty: 3572.889160
	Iteration 15Q: 3 clusters Score -213892.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -213930.734375 Penalty: 3572.889160
	Iteration 16Q: 3 clusters Score -213930.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -213958.265625 Penalty: 3572.889160
	Iteration 17Q: 3 clusters Score -213958.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -213967.031250 Penalty: 3572.889160
	Iteration 18Q: 3 clusters Score -213967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -213985.328125 Penalty: 3572.889160
	Iteration 19Q: 3 clusters Score -213985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -213994.984375 Penalty: 3572.889160
	Iteration 20F: 3 clusters Score -213995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -213996.515625 Penalty: 3572.889160
	Iteration 21Q: 3 clusters Score -213996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -213997.390625 Penalty: 3572.889160
	Iteration 22Q: 3 clusters Score -213997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -213997.390625 Penalty: 3572.889160
	Iteration 23F: 3 clusters Score -213997.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Entering Unmasked Estep 
Score: -4244585.500000 Penalty: 2496.986572
	Iteration 0F: 2 clusters Score -4244586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4228160.000000 Penalty: 4993.973145
	Iteration 0F: 3 clusters Score -4228160 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -4233684.000000 Penalty: 4993.973145
	Iteration 1F: 3 clusters Score -4233684 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4234032.500000 Penalty: 4993.973145
	Iteration 2Q: 3 clusters Score -4234032 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4234331.500000 Penalty: 4993.973145
	Iteration 3Q: 3 clusters Score -4234332 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4234584.500000 Penalty: 4993.973145
	Iteration 4Q: 3 clusters Score -4234584 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -4234827.000000 Penalty: 4993.973145
	Iteration 5Q: 3 clusters Score -4234827 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -4235032.000000 Penalty: 4993.973145
	Iteration 6Q: 3 clusters Score -4235032 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -4235250.000000 Penalty: 4993.973145
	Iteration 7Q: 3 clusters Score -4235250 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4235459.500000 Penalty: 4993.973145
	Iteration 8Q: 3 clusters Score -4235460 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4235663.500000 Penalty: 4993.973145
	Iteration 9Q: 3 clusters Score -4235664 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -4235914.500000 Penalty: 4993.973145
	Iteration 10Q: 3 clusters Score -4235914 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -4236246.000000 Penalty: 4993.973145
	Iteration 11Q: 3 clusters Score -4236246 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -4236701.000000 Penalty: 4993.973145
	Iteration 12Q: 3 clusters Score -4236701 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -4237308.000000 Penalty: 4993.973145
	Iteration 13Q: 3 clusters Score -4237308 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -4238076.000000 Penalty: 4993.973145
	Iteration 14F: 3 clusters Score -4238076 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -4239019.000000 Penalty: 4993.973145
	Iteration 15F: 3 clusters Score -4239019 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4239866.000000 Penalty: 4993.973145
	Iteration 16Q: 3 clusters Score -4239866 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4240626.000000 Penalty: 4993.973145
	Iteration 17Q: 3 clusters Score -4240626 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4241332.000000 Penalty: 4993.973145
	Iteration 18Q: 3 clusters Score -4241332 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4241788.000000 Penalty: 4993.973145
	Iteration 19Q: 3 clusters Score -4241788 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4242107.500000 Penalty: 4993.973145
	Iteration 20F: 3 clusters Score -4242108 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4242312.000000 Penalty: 4993.973145
	Iteration 21Q: 3 clusters Score -4242312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4242400.500000 Penalty: 4993.973145
	Iteration 22Q: 3 clusters Score -4242400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4242463.000000 Penalty: 4993.973145
	Iteration 23Q: 3 clusters Score -4242463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4242498.000000 Penalty: 4993.973145
	Iteration 24Q: 3 clusters Score -4242498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4242527.000000 Penalty: 4993.973145
	Iteration 25Q: 3 clusters Score -4242527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4242539.500000 Penalty: 4993.973145
	Iteration 26Q: 3 clusters Score -4242540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4242557.000000 Penalty: 4993.973145
	Iteration 27Q: 3 clusters Score -4242557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4242565.000000 Penalty: 4993.973145
	Iteration 28Q: 3 clusters Score -4242565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4242573.000000 Penalty: 4993.973145
	Iteration 29Q: 3 clusters Score -4242573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4242579.000000 Penalty: 4993.973145
	Iteration 30Q: 3 clusters Score -4242579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4242584.000000 Penalty: 4993.973145
	Iteration 31Q: 3 clusters Score -4242584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4242582.500000 Penalty: 4993.973145
	Iteration 32Q: 3 clusters Score -4242582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4242582.500000 Penalty: 4993.973145
	Iteration 33F: 3 clusters Score -4242582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Entering Unmasked Estep 
Score: -8680888.000000 Penalty: 2665.125977
	Iteration 0F: 2 clusters Score -8680888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -8652310.000000 Penalty: 5330.251953
	Iteration 0F: 3 clusters Score -8652310 nChanged 21470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -8664140.000000 Penalty: 5330.251953
	Iteration 1F: 3 clusters Score -8664140 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -8664738.000000 Penalty: 5330.251953
	Iteration 2Q: 3 clusters Score -8664738 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -8665459.000000 Penalty: 5330.251953
	Iteration 3Q: 3 clusters Score -8665459 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -8666433.000000 Penalty: 5330.251953
	Iteration 4Q: 3 clusters Score -8666433 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -8667700.000000 Penalty: 5330.251953
	Iteration 5F: 3 clusters Score -8667700 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -8669295.000000 Penalty: 5330.251953
	Iteration 6F: 3 clusters Score -8669295 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -8671024.000000 Penalty: 5330.251953
	Iteration 7F: 3 clusters Score -8671024 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -8672951.000000 Penalty: 5330.251953
	Iteration 8F: 3 clusters Score -8672951 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -8674730.000000 Penalty: 5330.251953
	Iteration 9F: 3 clusters Score -8674730 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -8675984.000000 Penalty: 5330.251953
	Iteration 10Q: 3 clusters Score -8675984 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -8676612.000000 Penalty: 5330.251953
	Iteration 11Q: 3 clusters Score -8676612 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -8676948.000000 Penalty: 5330.251953
	Iteration 12Q: 3 clusters Score -8676948 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -8677171.000000 Penalty: 5330.251953
	Iteration 13Q: 3 clusters Score -8677171 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -8677359.000000 Penalty: 5330.251953
	Iteration 14Q: 3 clusters Score -8677359 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -8677502.000000 Penalty: 5330.251953
	Iteration 15Q: 3 clusters Score -8677502 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -8677662.000000 Penalty: 5330.251953
	Iteration 16Q: 3 clusters Score -8677662 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -8677905.000000 Penalty: 5330.251953
	Iteration 17Q: 3 clusters Score -8677905 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -8678129.000000 Penalty: 5330.251953
	Iteration 18Q: 3 clusters Score -8678129 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -8678336.000000 Penalty: 5330.251953
	Iteration 19Q: 3 clusters Score -8678336 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -8678509.000000 Penalty: 5330.251953
	Iteration 20F: 3 clusters Score -8678509 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -8678738.000000 Penalty: 5330.251953
	Iteration 21Q: 3 clusters Score -8678738 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -8678903.000000 Penalty: 5330.251953
	Iteration 22Q: 3 clusters Score -8678903 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -8679108.000000 Penalty: 5330.251953
	Iteration 23Q: 3 clusters Score -8679108 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -8679268.000000 Penalty: 5330.251953
	Iteration 24Q: 3 clusters Score -8679268 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -8679433.000000 Penalty: 5330.251953
	Iteration 25Q: 3 clusters Score -8679433 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -8679590.000000 Penalty: 5330.251953
	Iteration 26Q: 3 clusters Score -8679590 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -8679701.000000 Penalty: 5330.251953
	Iteration 27Q: 3 clusters Score -8679701 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -8679858.000000 Penalty: 5330.251953
	Iteration 28Q: 3 clusters Score -8679858 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -8679980.000000 Penalty: 5330.251953
	Iteration 29Q: 3 clusters Score -8679980 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -8680139.000000 Penalty: 5330.251953
	Iteration 30Q: 3 clusters Score -8680139 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -8680293.000000 Penalty: 5330.251953
	Iteration 31Q: 3 clusters Score -8680293 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -8680395.000000 Penalty: 5330.251953
	Iteration 32Q: 3 clusters Score -8680395 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -8680462.000000 Penalty: 5330.251953
	Iteration 33Q: 3 clusters Score -8680462 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -8680484.000000 Penalty: 5330.251953
	Iteration 34Q: 3 clusters Score -8680484 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -8680443.000000 Penalty: 5330.251953
	Iteration 35Q: 3 clusters Score -8680443 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8680406.000000 Penalty: 5330.251953
	Iteration 36Q: 3 clusters Score -8680406 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -8680364.000000 Penalty: 5330.251953
	Iteration 37Q: 3 clusters Score -8680364 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -8680322.000000 Penalty: 5330.251953
	Iteration 38Q: 3 clusters Score -8680322 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8680254.000000 Penalty: 5330.251953
	Iteration 39Q: 3 clusters Score -8680254 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8680207.000000 Penalty: 5330.251953
	Iteration 40F: 3 clusters Score -8680207 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8680133.000000 Penalty: 5330.251953
	Iteration 41Q: 3 clusters Score -8680133 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8680056.000000 Penalty: 5330.251953
	Iteration 42Q: 3 clusters Score -8680056 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8679991.000000 Penalty: 5330.251953
	Iteration 43Q: 3 clusters Score -8679991 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8679938.000000 Penalty: 5330.251953
	Iteration 44Q: 3 clusters Score -8679938 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8679897.000000 Penalty: 5330.251953
	Iteration 45Q: 3 clusters Score -8679897 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8679813.000000 Penalty: 5330.251953
	Iteration 46Q: 3 clusters Score -8679813 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8679747.000000 Penalty: 5330.251953
	Iteration 47Q: 3 clusters Score -8679747 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8679685.000000 Penalty: 5330.251953
	Iteration 48Q: 3 clusters Score -8679685 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8679676.000000 Penalty: 5330.251953
	Iteration 49Q: 3 clusters Score -8679676 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8679640.000000 Penalty: 5330.251953
	Iteration 50Q: 3 clusters Score -8679640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8679632.000000 Penalty: 5330.251953
	Iteration 51Q: 3 clusters Score -8679632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8679610.000000 Penalty: 5330.251953
	Iteration 52Q: 3 clusters Score -8679610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8679611.000000 Penalty: 5330.251953
	Iteration 53Q: 3 clusters Score -8679611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8679583.000000 Penalty: 5330.251953
	Iteration 54Q: 3 clusters Score -8679583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8679581.000000 Penalty: 5330.251953
	Iteration 55Q: 3 clusters Score -8679581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8679571.000000 Penalty: 5330.251953
	Iteration 56Q: 3 clusters Score -8679571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8679557.000000 Penalty: 5330.251953
	Iteration 57Q: 3 clusters Score -8679557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8679549.000000 Penalty: 5330.251953
	Iteration 58Q: 3 clusters Score -8679549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8679526.000000 Penalty: 5330.251953
	Iteration 59Q: 3 clusters Score -8679526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8679505.000000 Penalty: 5330.251953
	Iteration 60F: 3 clusters Score -8679505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8679490.000000 Penalty: 5330.251953
	Iteration 61Q: 3 clusters Score -8679490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8679493.000000 Penalty: 5330.251953
	Iteration 62Q: 3 clusters Score -8679493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8679477.000000 Penalty: 5330.251953
	Iteration 63Q: 3 clusters Score -8679477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8679476.000000 Penalty: 5330.251953
	Iteration 64Q: 3 clusters Score -8679476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8679459.000000 Penalty: 5330.251953
	Iteration 65Q: 3 clusters Score -8679459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8679440.000000 Penalty: 5330.251953
	Iteration 66Q: 3 clusters Score -8679440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8679442.000000 Penalty: 5330.251953
	Iteration 67Q: 3 clusters Score -8679442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8679434.000000 Penalty: 5330.251953
	Iteration 68Q: 3 clusters Score -8679434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8679438.000000 Penalty: 5330.251953
	Iteration 69Q: 3 clusters Score -8679438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8679430.000000 Penalty: 5330.251953
	Iteration 70Q: 3 clusters Score -8679430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8679434.000000 Penalty: 5330.251953
	Iteration 71Q: 3 clusters Score -8679434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8679437.000000 Penalty: 5330.251953
	Iteration 72Q: 3 clusters Score -8679437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8679430.000000 Penalty: 5330.251953
	Iteration 73Q: 3 clusters Score -8679430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8679434.000000 Penalty: 5330.251953
	Iteration 74Q: 3 clusters Score -8679434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8679434.000000 Penalty: 5330.251953
	Iteration 75F: 3 clusters Score -8679434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -96361.164062 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -96361.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -94803.500000 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -94803.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -94996.843750 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -94996.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95072.750000 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -95072.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -95095.898438 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -95095.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95113.054688 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -95113.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -95125.531250 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -95125.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -95132.695312 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -95132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -95138.382812 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -95138.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -95146.203125 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -95146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95157.523438 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -95157.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95158.632812 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -95158.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95158.632812 Penalty: 3127.912598
	Iteration 11F: 3 clusters Score -95158.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Entering Unmasked Estep 
Score: -8463712.000000 Penalty: 2660.444092
	Iteration 0F: 2 clusters Score -8463712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -8434440.000000 Penalty: 5320.888184
	Iteration 0F: 3 clusters Score -8434440 nChanged 20896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -8445929.000000 Penalty: 5320.888184
	Iteration 1F: 3 clusters Score -8445929 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8446372.000000 Penalty: 5320.888184
	Iteration 2Q: 3 clusters Score -8446372 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -8446756.000000 Penalty: 5320.888184
	Iteration 3Q: 3 clusters Score -8446756 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -8447066.000000 Penalty: 5320.888184
	Iteration 4Q: 3 clusters Score -8447066 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8447318.000000 Penalty: 5320.888184
	Iteration 5Q: 3 clusters Score -8447318 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -8447545.000000 Penalty: 5320.888184
	Iteration 6Q: 3 clusters Score -8447545 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -8447803.000000 Penalty: 5320.888184
	Iteration 7Q: 3 clusters Score -8447803 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -8448031.000000 Penalty: 5320.888184
	Iteration 8Q: 3 clusters Score -8448031 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -8448351.000000 Penalty: 5320.888184
	Iteration 9Q: 3 clusters Score -8448351 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -8448731.000000 Penalty: 5320.888184
	Iteration 10Q: 3 clusters Score -8448731 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -8449314.000000 Penalty: 5320.888184
	Iteration 11Q: 3 clusters Score -8449314 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -8450125.000000 Penalty: 5320.888184
	Iteration 12Q: 3 clusters Score -8450125 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -8451356.000000 Penalty: 5320.888184
	Iteration 13Q: 3 clusters Score -8451356 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -8452991.000000 Penalty: 5320.888184
	Iteration 14Q: 3 clusters Score -8452991 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -8454700.000000 Penalty: 5320.888184
	Iteration 15F: 3 clusters Score -8454700 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -8456357.000000 Penalty: 5320.888184
	Iteration 16Q: 3 clusters Score -8456357 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -8457609.000000 Penalty: 5320.888184
	Iteration 17Q: 3 clusters Score -8457609 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -8458541.000000 Penalty: 5320.888184
	Iteration 18Q: 3 clusters Score -8458541 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -8459284.000000 Penalty: 5320.888184
	Iteration 19Q: 3 clusters Score -8459284 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -8459882.000000 Penalty: 5320.888184
	Iteration 20F: 3 clusters Score -8459882 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -8460377.000000 Penalty: 5320.888184
	Iteration 21Q: 3 clusters Score -8460377 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -8460663.000000 Penalty: 5320.888184
	Iteration 22Q: 3 clusters Score -8460663 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8460913.000000 Penalty: 5320.888184
	Iteration 23Q: 3 clusters Score -8460913 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8461100.000000 Penalty: 5320.888184
	Iteration 24Q: 3 clusters Score -8461100 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8461269.000000 Penalty: 5320.888184
	Iteration 25Q: 3 clusters Score -8461269 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8461341.000000 Penalty: 5320.888184
	Iteration 26Q: 3 clusters Score -8461341 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8461427.000000 Penalty: 5320.888184
	Iteration 27Q: 3 clusters Score -8461427 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8461485.000000 Penalty: 5320.888184
	Iteration 28Q: 3 clusters Score -8461485 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8461515.000000 Penalty: 5320.888184
	Iteration 29Q: 3 clusters Score -8461515 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8461553.000000 Penalty: 5320.888184
	Iteration 30Q: 3 clusters Score -8461553 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8461571.000000 Penalty: 5320.888184
	Iteration 31Q: 3 clusters Score -8461571 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8461585.000000 Penalty: 5320.888184
	Iteration 32Q: 3 clusters Score -8461585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8461607.000000 Penalty: 5320.888184
	Iteration 33Q: 3 clusters Score -8461607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8461615.000000 Penalty: 5320.888184
	Iteration 34Q: 3 clusters Score -8461615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8461635.000000 Penalty: 5320.888184
	Iteration 35Q: 3 clusters Score -8461635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8461636.000000 Penalty: 5320.888184
	Iteration 36Q: 3 clusters Score -8461636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8461646.000000 Penalty: 5320.888184
	Iteration 37Q: 3 clusters Score -8461646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8461659.000000 Penalty: 5320.888184
	Iteration 38Q: 3 clusters Score -8461659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8461654.000000 Penalty: 5320.888184
	Iteration 39Q: 3 clusters Score -8461654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8461657.000000 Penalty: 5320.888184
	Iteration 40F: 3 clusters Score -8461657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8461677.000000 Penalty: 5320.888184
	Iteration 41Q: 3 clusters Score -8461677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8461676.000000 Penalty: 5320.888184
	Iteration 42Q: 3 clusters Score -8461676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8461690.000000 Penalty: 5320.888184
	Iteration 43Q: 3 clusters Score -8461690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8461679.000000 Penalty: 5320.888184
	Iteration 44Q: 3 clusters Score -8461679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8461679.000000 Penalty: 5320.888184
	Iteration 45Q: 3 clusters Score -8461679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8461687.000000 Penalty: 5320.888184
	Iteration 46Q: 3 clusters Score -8461687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8461681.000000 Penalty: 5320.888184
	Iteration 47Q: 3 clusters Score -8461681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8461678.000000 Penalty: 5320.888184
	Iteration 48Q: 3 clusters Score -8461678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8461684.000000 Penalty: 5320.888184
	Iteration 49Q: 3 clusters Score -8461684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8461678.000000 Penalty: 5320.888184
	Iteration 50Q: 3 clusters Score -8461678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8461681.000000 Penalty: 5320.888184
	Iteration 51Q: 3 clusters Score -8461681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8461685.000000 Penalty: 5320.888184
	Iteration 52Q: 3 clusters Score -8461685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8461685.000000 Penalty: 5320.888184
	Iteration 53F: 3 clusters Score -8461685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -525005.250000 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -525005.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -521811.187500 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -521811.2 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -522414.062500 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -522414.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -522581.375000 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -522581.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -522653.031250 Penalty: 3941.697754
	Iteration 3Q: 3 clusters Score -522653 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -522695.031250 Penalty: 3941.697754
	Iteration 4Q: 3 clusters Score -522695 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -522731.625000 Penalty: 3941.697754
	Iteration 5Q: 3 clusters Score -522731.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -522764.812500 Penalty: 3941.697754
	Iteration 6Q: 3 clusters Score -522764.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -522789.968750 Penalty: 3941.697754
	Iteration 7Q: 3 clusters Score -522790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -522813.687500 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -522813.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -522831.656250 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -522831.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -522846.375000 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -522846.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -522872.093750 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -522872.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -522906.406250 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -522906.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -522936.812500 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -522936.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -522954.906250 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -522954.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -522971.531250 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -522971.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -522988.156250 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -522988.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -523005.687500 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -523005.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -523018.406250 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -523018.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -523027.406250 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -523027.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -523043.875000 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -523043.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -523056.781250 Penalty: 3941.697754
	Iteration 21Q: 3 clusters Score -523056.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -523068.187500 Penalty: 3941.697754
	Iteration 22Q: 3 clusters Score -523068.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -523075.187500 Penalty: 3941.697754
	Iteration 23Q: 3 clusters Score -523075.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -523079.437500 Penalty: 3941.697754
	Iteration 24Q: 3 clusters Score -523079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -523084.281250 Penalty: 3941.697754
	Iteration 25Q: 3 clusters Score -523084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -523089.531250 Penalty: 3941.697754
	Iteration 26Q: 3 clusters Score -523089.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -523094.531250 Penalty: 3941.697754
	Iteration 27Q: 3 clusters Score -523094.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -523100.343750 Penalty: 3941.697754
	Iteration 28Q: 3 clusters Score -523100.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -523106.187500 Penalty: 3941.697754
	Iteration 29Q: 3 clusters Score -523106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -523110.687500 Penalty: 3941.697754
	Iteration 30Q: 3 clusters Score -523110.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -523116.000000 Penalty: 3941.697754
	Iteration 31Q: 3 clusters Score -523116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -523123.812500 Penalty: 3941.697754
	Iteration 32Q: 3 clusters Score -523123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -523128.968750 Penalty: 3941.697754
	Iteration 33Q: 3 clusters Score -523129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -523131.875000 Penalty: 3941.697754
	Iteration 34Q: 3 clusters Score -523131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -523137.187500 Penalty: 3941.697754
	Iteration 35Q: 3 clusters Score -523137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -523140.937500 Penalty: 3941.697754
	Iteration 36Q: 3 clusters Score -523140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -523146.687500 Penalty: 3941.697754
	Iteration 37Q: 3 clusters Score -523146.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -523150.656250 Penalty: 3941.697754
	Iteration 38Q: 3 clusters Score -523150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -523154.187500 Penalty: 3941.697754
	Iteration 39Q: 3 clusters Score -523154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -523158.000000 Penalty: 3941.697754
	Iteration 40F: 3 clusters Score -523158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -523159.218750 Penalty: 3941.697754
	Iteration 41Q: 3 clusters Score -523159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -523160.437500 Penalty: 3941.697754
	Iteration 42Q: 3 clusters Score -523160.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -523162.625000 Penalty: 3941.697754
	Iteration 43Q: 3 clusters Score -523162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -523163.187500 Penalty: 3941.697754
	Iteration 44Q: 3 clusters Score -523163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -523163.187500 Penalty: 3941.697754
	Iteration 45F: 3 clusters Score -523163.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -141176.093750 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -141176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -139427.031250 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -139427 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -139742.171875 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -139742.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -139879.031250 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -139879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -139997.343750 Penalty: 3321.116211
	Iteration 3Q: 3 clusters Score -139997.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -140090.156250 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -140090.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -140166.593750 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -140166.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -140233.265625 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -140233.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -140272.234375 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -140272.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -140292.468750 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -140292.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -140301.812500 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -140301.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -140310.546875 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -140310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -140314.375000 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -140314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -140315.562500 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -140315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -140315.562500 Penalty: 3321.116211
	Iteration 13F: 3 clusters Score -140315.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -20293.675781 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -20293.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19274.894531 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -19274.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19435.880859 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -19435.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19531.419922 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -19531.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19578.337891 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -19578.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19587.988281 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -19587.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19598.019531 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -19598.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19615.335938 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -19615.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19676.218750 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -19676.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19683.396484 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -19683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19688.681641 Penalty: 2774.976807
	Iteration 9Q: 3 clusters Score -19688.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19688.681641 Penalty: 2774.976807
	Iteration 10F: 3 clusters Score -19688.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -93055.632812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -93055.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91499.226562 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91499.23 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91820.343750 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91820.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92072.421875 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -92072.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92195.945312 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -92195.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92277.617188 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -92277.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92380.687500 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -92380.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92420.695312 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -92420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92436.093750 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -92436.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92444.093750 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -92444.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92452.960938 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -92452.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92462.265625 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -92462.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92462.265625 Penalty: 3220.151123
	Iteration 11F: 3 clusters Score -92462.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -51309.917969 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -51309.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49876.949219 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -49876.95 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50166.804688 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -50166.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50301.230469 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -50301.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50427.972656 Penalty: 3067.337891
	Iteration 3F: 3 clusters Score -50427.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50468.429688 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -50468.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50503.933594 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -50503.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50510.300781 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -50510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50513.292969 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -50513.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50519.082031 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -50519.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50539.289062 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -50539.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50563.460938 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -50563.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50575.898438 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -50575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50596.101562 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -50596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50605.355469 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -50605.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50614.734375 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -50614.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50622.433594 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -50622.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50648.945312 Penalty: 3067.337891
	Iteration 16Q: 3 clusters Score -50648.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50667.156250 Penalty: 3067.337891
	Iteration 17Q: 3 clusters Score -50667.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50682.269531 Penalty: 3067.337891
	Iteration 18Q: 3 clusters Score -50682.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50684.988281 Penalty: 3067.337891
	Iteration 19Q: 3 clusters Score -50684.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50694.425781 Penalty: 3067.337891
	Iteration 20F: 3 clusters Score -50694.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50708.195312 Penalty: 3067.337891
	Iteration 21Q: 3 clusters Score -50708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50746.023438 Penalty: 3067.337891
	Iteration 22Q: 3 clusters Score -50746.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50778.214844 Penalty: 3067.337891
	Iteration 23Q: 3 clusters Score -50778.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50797.457031 Penalty: 3067.337891
	Iteration 24Q: 3 clusters Score -50797.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50819.531250 Penalty: 3067.337891
	Iteration 25Q: 3 clusters Score -50819.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50841.593750 Penalty: 3067.337891
	Iteration 26Q: 3 clusters Score -50841.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50889.625000 Penalty: 3067.337891
	Iteration 27Q: 3 clusters Score -50889.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50933.558594 Penalty: 3067.337891
	Iteration 28Q: 3 clusters Score -50933.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50957.570312 Penalty: 3067.337891
	Iteration 29Q: 3 clusters Score -50957.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50975.628906 Penalty: 3067.337891
	Iteration 30Q: 3 clusters Score -50975.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50975.628906 Penalty: 3067.337891
	Iteration 31F: 3 clusters Score -50975.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -87781.164062 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -87781.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86189.750000 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -86189.75 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86624.554688 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -86624.55 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86906.031250 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -86906.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87078.695312 Penalty: 3229.088135
	Iteration 3F: 3 clusters Score -87078.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87179.156250 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -87179.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -87233.335938 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -87233.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87272.265625 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -87272.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87288.187500 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -87288.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87293.914062 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -87293.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87307.601562 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -87307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87308.937500 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -87308.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87308.937500 Penalty: 3229.088135
	Iteration 11F: 3 clusters Score -87308.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 39131 members 
Mstep: Class 4 contains 41654 members 
Mstep: Class 5 contains 47447 members 
Mstep: Class 6 contains 43154 members 
Mstep: Class 7 contains 43731 members 
Mstep: Class 8 contains 47180 members 
Mstep: Class 9 contains 43245 members 
Mstep: Class 10 contains 45600 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 46457 members 
Mstep: Class 13 contains 46775 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23588 members 
Mstep: Class 16 contains 46466 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45597 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671368.000000 Penalty: 79037.695312
Iteration 479Q: 25 clusters Score -1.066714e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 39129 members 
Mstep: Class 4 contains 41644 members 
Mstep: Class 5 contains 47443 members 
Mstep: Class 6 contains 43150 members 
Mstep: Class 7 contains 43745 members 
Mstep: Class 8 contains 47175 members 
Mstep: Class 9 contains 43246 members 
Mstep: Class 10 contains 45598 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 46464 members 
Mstep: Class 13 contains 46767 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23590 members 
Mstep: Class 16 contains 46475 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45600 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671376.000000 Penalty: 79037.695312
Iteration 480F: 25 clusters Score -1.066714e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 39137 members 
Mstep: Class 4 contains 41641 members 
Mstep: Class 5 contains 47452 members 
Mstep: Class 6 contains 43149 members 
Mstep: Class 7 contains 43729 members 
Mstep: Class 8 contains 47178 members 
Mstep: Class 9 contains 43248 members 
Mstep: Class 10 contains 45596 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 46453 members 
Mstep: Class 13 contains 46767 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23588 members 
Mstep: Class 16 contains 46489 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45601 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671424.000000 Penalty: 79037.695312
Iteration 481Q: 25 clusters Score -1.066714e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 39146 members 
Mstep: Class 4 contains 41635 members 
Mstep: Class 5 contains 47451 members 
Mstep: Class 6 contains 43156 members 
Mstep: Class 7 contains 43714 members 
Mstep: Class 8 contains 47170 members 
Mstep: Class 9 contains 43253 members 
Mstep: Class 10 contains 45596 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 46446 members 
Mstep: Class 13 contains 46776 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23588 members 
Mstep: Class 16 contains 46492 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45604 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671392.000000 Penalty: 79037.695312
Iteration 482Q: 25 clusters Score -1.066714e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 39139 members 
Mstep: Class 4 contains 41635 members 
Mstep: Class 5 contains 47453 members 
Mstep: Class 6 contains 43161 members 
Mstep: Class 7 contains 43714 members 
Mstep: Class 8 contains 47164 members 
Mstep: Class 9 contains 43261 members 
Mstep: Class 10 contains 45587 members 
Mstep: Class 11 contains 8826 members 
Mstep: Class 12 contains 46446 members 
Mstep: Class 13 contains 46775 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23587 members 
Mstep: Class 16 contains 46500 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45601 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671432.000000 Penalty: 79037.695312
Iteration 483Q: 25 clusters Score -1.066714e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 39136 members 
Mstep: Class 4 contains 41634 members 
Mstep: Class 5 contains 47457 members 
Mstep: Class 6 contains 43176 members 
Mstep: Class 7 contains 43716 members 
Mstep: Class 8 contains 47161 members 
Mstep: Class 9 contains 43266 members 
Mstep: Class 10 contains 45582 members 
Mstep: Class 11 contains 8826 members 
Mstep: Class 12 contains 46430 members 
Mstep: Class 13 contains 46771 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23590 members 
Mstep: Class 16 contains 46504 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45601 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671432.000000 Penalty: 79037.695312
Iteration 484Q: 25 clusters Score -1.066714e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 3 contains 39127 members 
Mstep: Class 4 contains 41630 members 
Mstep: Class 5 contains 47451 members 
Mstep: Class 6 contains 43185 members 
Mstep: Class 7 contains 43724 members 
Mstep: Class 8 contains 47166 members 
Mstep: Class 9 contains 43267 members 
Mstep: Class 10 contains 45582 members 
Mstep: Class 11 contains 8826 members 
Mstep: Class 12 contains 46425 members 
Mstep: Class 13 contains 46775 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23591 members 
Mstep: Class 16 contains 46504 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45595 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671248.000000 Penalty: 79037.695312
Iteration 485Q: 25 clusters Score -1.066712e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6055 members 
Mstep: Class 3 contains 39121 members 
Mstep: Class 4 contains 41625 members 
Mstep: Class 5 contains 47443 members 
Mstep: Class 6 contains 43184 members 
Mstep: Class 7 contains 43726 members 
Mstep: Class 8 contains 47173 members 
Mstep: Class 9 contains 43266 members 
Mstep: Class 10 contains 45586 members 
Mstep: Class 11 contains 8827 members 
Mstep: Class 12 contains 46423 members 
Mstep: Class 13 contains 46777 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23592 members 
Mstep: Class 16 contains 46513 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45591 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671320.000000 Penalty: 79037.695312
Iteration 486Q: 25 clusters Score -1.066713e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 39116 members 
Mstep: Class 4 contains 41621 members 
Mstep: Class 5 contains 47440 members 
Mstep: Class 6 contains 43184 members 
Mstep: Class 7 contains 43727 members 
Mstep: Class 8 contains 47182 members 
Mstep: Class 9 contains 43272 members 
Mstep: Class 10 contains 45578 members 
Mstep: Class 11 contains 8829 members 
Mstep: Class 12 contains 46429 members 
Mstep: Class 13 contains 46783 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23593 members 
Mstep: Class 16 contains 46502 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45590 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671280.000000 Penalty: 79037.695312
Iteration 487Q: 25 clusters Score -1.066713e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 39118 members 
Mstep: Class 4 contains 41623 members 
Mstep: Class 5 contains 47439 members 
Mstep: Class 6 contains 43185 members 
Mstep: Class 7 contains 43719 members 
Mstep: Class 8 contains 47181 members 
Mstep: Class 9 contains 43276 members 
Mstep: Class 10 contains 45573 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 12 contains 46430 members 
Mstep: Class 13 contains 46780 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23593 members 
Mstep: Class 16 contains 46510 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45588 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671344.000000 Penalty: 79037.695312
Iteration 488Q: 25 clusters Score -1.066713e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 39111 members 
Mstep: Class 4 contains 41622 members 
Mstep: Class 5 contains 47438 members 
Mstep: Class 6 contains 43190 members 
Mstep: Class 7 contains 43716 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 9 contains 43276 members 
Mstep: Class 10 contains 45563 members 
Mstep: Class 11 contains 8832 members 
Mstep: Class 12 contains 46425 members 
Mstep: Class 13 contains 46784 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23594 members 
Mstep: Class 16 contains 46511 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45587 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671200.000000 Penalty: 79037.695312
Iteration 489Q: 25 clusters Score -1.066712e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6058 members 
Mstep: Class 3 contains 39116 members 
Mstep: Class 4 contains 41612 members 
Mstep: Class 5 contains 47433 members 
Mstep: Class 6 contains 43188 members 
Mstep: Class 7 contains 43726 members 
Mstep: Class 8 contains 47199 members 
Mstep: Class 9 contains 43278 members 
Mstep: Class 10 contains 45558 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 46428 members 
Mstep: Class 13 contains 46788 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23593 members 
Mstep: Class 16 contains 46504 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45585 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671208.000000 Penalty: 79037.695312
Iteration 490Q: 25 clusters Score -1.066712e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6061 members 
Mstep: Class 3 contains 39115 members 
Mstep: Class 4 contains 41606 members 
Mstep: Class 5 contains 47437 members 
Mstep: Class 6 contains 43184 members 
Mstep: Class 7 contains 43735 members 
Mstep: Class 8 contains 47202 members 
Mstep: Class 9 contains 43278 members 
Mstep: Class 10 contains 45557 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 46432 members 
Mstep: Class 13 contains 46791 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23590 members 
Mstep: Class 16 contains 46494 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45583 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671224.000000 Penalty: 79037.695312
Iteration 491Q: 25 clusters Score -1.066712e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6065 members 
Mstep: Class 3 contains 39125 members 
Mstep: Class 4 contains 41593 members 
Mstep: Class 5 contains 47435 members 
Mstep: Class 6 contains 43184 members 
Mstep: Class 7 contains 43738 members 
Mstep: Class 8 contains 47198 members 
Mstep: Class 9 contains 43272 members 
Mstep: Class 10 contains 45556 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 46430 members 
Mstep: Class 13 contains 46803 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23591 members 
Mstep: Class 16 contains 46493 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45582 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671416.000000 Penalty: 79037.695312
Iteration 492Q: 25 clusters Score -1.066714e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6068 members 
Mstep: Class 3 contains 39125 members 
Mstep: Class 4 contains 41585 members 
Mstep: Class 5 contains 47430 members 
Mstep: Class 6 contains 43183 members 
Mstep: Class 7 contains 43741 members 
Mstep: Class 8 contains 47194 members 
Mstep: Class 9 contains 43270 members 
Mstep: Class 10 contains 45545 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 46440 members 
Mstep: Class 13 contains 46807 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23592 members 
Mstep: Class 16 contains 46507 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45578 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671376.000000 Penalty: 79037.695312
Iteration 493Q: 25 clusters Score -1.066714e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 3 contains 39121 members 
Mstep: Class 4 contains 41585 members 
Mstep: Class 5 contains 47427 members 
Mstep: Class 6 contains 43184 members 
Mstep: Class 7 contains 43742 members 
Mstep: Class 8 contains 47185 members 
Mstep: Class 9 contains 43265 members 
Mstep: Class 10 contains 45546 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 46446 members 
Mstep: Class 13 contains 46808 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23591 members 
Mstep: Class 16 contains 46520 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45572 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671440.000000 Penalty: 79037.695312
Iteration 494Q: 25 clusters Score -1.066714e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 39113 members 
Mstep: Class 4 contains 41588 members 
Mstep: Class 5 contains 47421 members 
Mstep: Class 6 contains 43194 members 
Mstep: Class 7 contains 43740 members 
Mstep: Class 8 contains 47182 members 
Mstep: Class 9 contains 43258 members 
Mstep: Class 10 contains 45544 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 46445 members 
Mstep: Class 13 contains 46810 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23592 members 
Mstep: Class 16 contains 46525 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45576 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671368.000000 Penalty: 79037.695312
Iteration 495Q: 25 clusters Score -1.066714e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 39099 members 
Mstep: Class 4 contains 41592 members 
Mstep: Class 5 contains 47419 members 
Mstep: Class 6 contains 43199 members 
Mstep: Class 7 contains 43745 members 
Mstep: Class 8 contains 47188 members 
Mstep: Class 9 contains 43258 members 
Mstep: Class 10 contains 45547 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 46443 members 
Mstep: Class 13 contains 46805 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23592 members 
Mstep: Class 16 contains 46526 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45574 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671224.000000 Penalty: 79037.695312
Iteration 496Q: 25 clusters Score -1.066712e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 39102 members 
Mstep: Class 4 contains 41591 members 
Mstep: Class 5 contains 47421 members 
Mstep: Class 6 contains 43203 members 
Mstep: Class 7 contains 43752 members 
Mstep: Class 8 contains 47183 members 
Mstep: Class 9 contains 43243 members 
Mstep: Class 10 contains 45550 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 46449 members 
Mstep: Class 13 contains 46800 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23592 members 
Mstep: Class 16 contains 46529 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45572 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671232.000000 Penalty: 79037.695312
Iteration 497Q: 25 clusters Score -1.066712e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6081 members 
Mstep: Class 3 contains 39104 members 
Mstep: Class 4 contains 41593 members 
Mstep: Class 5 contains 47427 members 
Mstep: Class 6 contains 43203 members 
Mstep: Class 7 contains 43739 members 
Mstep: Class 8 contains 47190 members 
Mstep: Class 9 contains 43239 members 
Mstep: Class 10 contains 45555 members 
Mstep: Class 11 contains 8835 members 
Mstep: Class 12 contains 46451 members 
Mstep: Class 13 contains 46796 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23593 members 
Mstep: Class 16 contains 46529 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45567 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671360.000000 Penalty: 79037.695312
Iteration 498Q: 25 clusters Score -1.066714e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 39100 members 
Mstep: Class 4 contains 41593 members 
Mstep: Class 5 contains 47435 members 
Mstep: Class 6 contains 43203 members 
Mstep: Class 7 contains 43745 members 
Mstep: Class 8 contains 47194 members 
Mstep: Class 9 contains 43239 members 
Mstep: Class 10 contains 45543 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 46455 members 
Mstep: Class 13 contains 46796 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23593 members 
Mstep: Class 16 contains 46524 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45564 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671384.000000 Penalty: 79037.695312
Iteration 499Q: 25 clusters Score -1.066714e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 39104 members 
Mstep: Class 4 contains 41588 members 
Mstep: Class 5 contains 47441 members 
Mstep: Class 6 contains 43196 members 
Mstep: Class 7 contains 43744 members 
Mstep: Class 8 contains 47195 members 
Mstep: Class 9 contains 43240 members 
Mstep: Class 10 contains 45539 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 46450 members 
Mstep: Class 13 contains 46806 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 23592 members 
Mstep: Class 16 contains 46522 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 45563 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 269 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671552.000000 Penalty: 79037.695312
Iteration 500F: 25 clusters Score -1.066716e+08 nChanged 161
Maximum iterations exceeded
--- Evaluating fit on full set of 1754678 points ---
Entering Unmasked Estep 
Score: -322145504.000000 Penalty: 85576.640625
24->25 Clusters: Score -322145504.000000, best is -322551680.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 584892 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 24382 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 24507 members 
Mstep: Class 5 contains 24392 members 
Mstep: Class 6 contains 24020 members 
Mstep: Class 7 contains 24353 members 
Mstep: Class 8 contains 24228 members 
Mstep: Class 9 contains 24340 members 
Mstep: Class 10 contains 24434 members 
Mstep: Class 11 contains 24378 members 
Mstep: Class 12 contains 24560 members 
Mstep: Class 13 contains 24682 members 
Mstep: Class 14 contains 24424 members 
Mstep: Class 15 contains 24280 members 
Mstep: Class 16 contains 24259 members 
Mstep: Class 17 contains 24363 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 24297 members 
Mstep: Class 20 contains 24526 members 
Mstep: Class 21 contains 24560 members 
Mstep: Class 22 contains 24259 members 
Mstep: Class 23 contains 24155 members 
Mstep: Class 24 contains 24520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1174.697876 but Gain 3293.242188
Score: -101539992.000000 Penalty: 75744.453125
Iteration 0F: 24 clusters Score -1.0154e+08 nChanged 560578
Entering Unmasked Mstep 
Mstep: Class 0 contains 1592 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 4241 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 175648 members 
Mstep: Class 7 contains 4283 members 
Mstep: Class 8 contains 35229 members 
Mstep: Class 9 contains 10038 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 4209 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 14 contains 5647 members 
Mstep: Class 15 contains 6139 members 
Mstep: Class 16 contains 84031 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 160668 members 
Mstep: Class 19 contains 1108 members 
Mstep: Class 20 contains 44310 members 
Mstep: Class 21 contains 10438 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 781.424683 but Gain 3293.234375
Score: -105579888.000000 Penalty: 72451.218750
Iteration 1F: 23 clusters Score -1.055799e+08 nChanged 215321
Entering Unmasked Mstep 
Mstep: Class 0 contains 979 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 462 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 1978 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 159842 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 52909 members 
Mstep: Class 9 contains 5764 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 13 contains 1236 members 
Mstep: Class 14 contains 3395 members 
Mstep: Class 15 contains 3034 members 
Mstep: Class 16 contains 156147 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 116219 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 55849 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 4066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1352.193726 but Gain 3293.234375
Score: -105816856.000000 Penalty: 69157.984375
Iteration 2F: 22 clusters Score -1.058169e+08 nChanged 193567
Entering Unmasked Mstep 
Mstep: Class 0 contains 549 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 490 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 3102 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 114565 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 109800 members 
Mstep: Class 9 contains 3886 members 
Mstep: Class 10 contains 8868 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 648 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 2789 members 
Mstep: Class 16 contains 109194 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 111335 members 
Mstep: Class 19 contains 561 members 
Mstep: Class 20 contains 93376 members 
Mstep: Class 21 contains 6608 members 
Mstep: Class 22 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1471.247070 but Gain 3293.242188
Score: -105960432.000000 Penalty: 65864.742188
Iteration 3F: 21 clusters Score -1.059604e+08 nChanged 135978
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 2 contains 556 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 3139 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 102639 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 106257 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 12845 members 
Mstep: Class 11 contains 1710 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 14 contains 5505 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 92780 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 94835 members 
Mstep: Class 19 contains 823 members 
Mstep: Class 20 contains 139573 members 
Mstep: Class 21 contains 6576 members 
Mstep: Class 22 contains 4543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1743.698364 but Gain 3293.234375
Score: -106040488.000000 Penalty: 62571.507812
Iteration 4F: 20 clusters Score -1.060405e+08 nChanged 110491
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 1745 members 
Mstep: Class 6 contains 99170 members 
Mstep: Class 7 contains 5155 members 
Mstep: Class 8 contains 94537 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 17717 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 664 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 16 contains 106361 members 
Mstep: Class 17 contains 708 members 
Mstep: Class 18 contains 109641 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 118280 members 
Mstep: Class 21 contains 7198 members 
Mstep: Class 22 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2714.296143 but Gain 3293.238281
Score: -106082360.000000 Penalty: 59278.269531
Iteration 5F: 19 clusters Score -1.060824e+08 nChanged 82058
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 1644 members 
Mstep: Class 6 contains 98940 members 
Mstep: Class 7 contains 7500 members 
Mstep: Class 8 contains 107299 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 20771 members 
Mstep: Class 11 contains 1869 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 2559 members 
Mstep: Class 16 contains 96992 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 95894 members 
Mstep: Class 19 contains 1602 members 
Mstep: Class 20 contains 123142 members 
Mstep: Class 21 contains 7309 members 
Mstep: Class 22 contains 6792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2907.333740 but Gain 3293.238281
Score: -106126088.000000 Penalty: 55985.031250
Iteration 6F: 18 clusters Score -1.061261e+08 nChanged 73462
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 5 contains 1584 members 
Mstep: Class 6 contains 93952 members 
Mstep: Class 7 contains 10976 members 
Mstep: Class 8 contains 93361 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 25311 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 14 contains 8093 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 103360 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 102587 members 
Mstep: Class 19 contains 1642 members 
Mstep: Class 20 contains 120673 members 
Mstep: Class 21 contains 7815 members 
Mstep: Class 22 contains 8162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3086.271973 but Gain 3293.234375
Score: -106176448.000000 Penalty: 52691.796875
Iteration 7F: 17 clusters Score -1.061764e+08 nChanged 66242
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 5 contains 1491 members 
Mstep: Class 6 contains 93621 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 102613 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 28592 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 671 members 
Mstep: Class 14 contains 8739 members 
Mstep: Class 16 contains 96867 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 94387 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 117022 members 
Mstep: Class 21 contains 8611 members 
Mstep: Class 22 contains 9803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106224480.000000 Penalty: 52691.796875
Iteration 8F: 17 clusters Score -1.062245e+08 nChanged 61937
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 5 contains 1423 members 
Mstep: Class 6 contains 90073 members 
Mstep: Class 7 contains 25314 members 
Mstep: Class 8 contains 94580 members 
Mstep: Class 9 contains 707 members 
Mstep: Class 10 contains 31650 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 16 contains 98643 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 94546 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 111679 members 
Mstep: Class 21 contains 9592 members 
Mstep: Class 22 contains 11778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106280224.000000 Penalty: 52691.796875
Iteration 9F: 17 clusters Score -1.062802e+08 nChanged 57944
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 85753 members 
Mstep: Class 7 contains 37410 members 
Mstep: Class 8 contains 96306 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 34642 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 665 members 
Mstep: Class 14 contains 9754 members 
Mstep: Class 16 contains 94996 members 
Mstep: Class 17 contains 759 members 
Mstep: Class 18 contains 88954 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 105200 members 
Mstep: Class 21 contains 10599 members 
Mstep: Class 22 contains 13689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106341256.000000 Penalty: 52691.796875
Iteration 10F: 17 clusters Score -1.063413e+08 nChanged 59399
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 82039 members 
Mstep: Class 7 contains 52268 members 
Mstep: Class 8 contains 94468 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 37417 members 
Mstep: Class 11 contains 2329 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 14 contains 9795 members 
Mstep: Class 16 contains 89734 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 84688 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 100351 members 
Mstep: Class 21 contains 11423 members 
Mstep: Class 22 contains 15176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106390800.000000 Penalty: 52691.796875
Iteration 11F: 17 clusters Score -1.063908e+08 nChanged 57280
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 5 contains 1190 members 
Mstep: Class 6 contains 77173 members 
Mstep: Class 7 contains 68498 members 
Mstep: Class 8 contains 95201 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 10 contains 39953 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 14 contains 9542 members 
Mstep: Class 16 contains 83389 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 18 contains 78937 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 96468 members 
Mstep: Class 21 contains 12106 members 
Mstep: Class 22 contains 16134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106417016.000000 Penalty: 52691.796875
Iteration 12F: 17 clusters Score -1.06417e+08 nChanged 50708
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 75305 members 
Mstep: Class 7 contains 80986 members 
Mstep: Class 8 contains 94823 members 
Mstep: Class 9 contains 586 members 
Mstep: Class 10 contains 42574 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 640 members 
Mstep: Class 14 contains 9218 members 
Mstep: Class 16 contains 76755 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 74364 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 93621 members 
Mstep: Class 21 contains 12788 members 
Mstep: Class 22 contains 16994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106435504.000000 Penalty: 52691.796875
Iteration 13F: 17 clusters Score -1.064355e+08 nChanged 41947
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 73817 members 
Mstep: Class 7 contains 88081 members 
Mstep: Class 8 contains 93408 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 45034 members 
Mstep: Class 11 contains 2547 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 14 contains 8919 members 
Mstep: Class 16 contains 72843 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 72750 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 91042 members 
Mstep: Class 21 contains 13572 members 
Mstep: Class 22 contains 17962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106454624.000000 Penalty: 52691.796875
Iteration 14F: 17 clusters Score -1.064546e+08 nChanged 37719
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 5 contains 968 members 
Mstep: Class 6 contains 72024 members 
Mstep: Class 7 contains 94675 members 
Mstep: Class 8 contains 91337 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 47257 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 16 contains 70746 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 71812 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 87428 members 
Mstep: Class 21 contains 14492 members 
Mstep: Class 22 contains 19012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106458424.000000 Penalty: 52691.796875
Iteration 15F: 17 clusters Score -1.064584e+08 nChanged 34828
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 5 contains 904 members 
Mstep: Class 6 contains 71394 members 
Mstep: Class 7 contains 96369 members 
Mstep: Class 8 contains 89835 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 49243 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 642 members 
Mstep: Class 14 contains 8376 members 
Mstep: Class 16 contains 69807 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 71848 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 84779 members 
Mstep: Class 21 contains 15539 members 
Mstep: Class 22 contains 20243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106461120.000000 Penalty: 52691.796875
Iteration 16F: 17 clusters Score -1.064611e+08 nChanged 27979
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 71820 members 
Mstep: Class 7 contains 93833 members 
Mstep: Class 8 contains 89827 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 51098 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 646 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 16 contains 68868 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 72335 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 82825 members 
Mstep: Class 21 contains 16870 members 
Mstep: Class 22 contains 21863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106470416.000000 Penalty: 52691.796875
Iteration 17Q: 17 clusters Score -1.064704e+08 nChanged 22920
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 5 contains 838 members 
Mstep: Class 6 contains 72501 members 
Mstep: Class 7 contains 91158 members 
Mstep: Class 8 contains 89066 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 52564 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 14 contains 7758 members 
Mstep: Class 16 contains 67551 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 72830 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 81332 members 
Mstep: Class 21 contains 18534 members 
Mstep: Class 22 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106478776.000000 Penalty: 52691.796875
Iteration 18Q: 17 clusters Score -1.064788e+08 nChanged 21411
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 72866 members 
Mstep: Class 7 contains 88738 members 
Mstep: Class 8 contains 88186 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 53642 members 
Mstep: Class 11 contains 2884 members 
Mstep: Class 12 contains 625 members 
Mstep: Class 14 contains 7435 members 
Mstep: Class 16 contains 65925 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 73184 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 79407 members 
Mstep: Class 21 contains 20638 members 
Mstep: Class 22 contains 27400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106488200.000000 Penalty: 52691.796875
Iteration 19Q: 17 clusters Score -1.064882e+08 nChanged 21389
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 72843 members 
Mstep: Class 7 contains 86405 members 
Mstep: Class 8 contains 87237 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 54305 members 
Mstep: Class 11 contains 2921 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 14 contains 7076 members 
Mstep: Class 16 contains 64206 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 73200 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 77111 members 
Mstep: Class 21 contains 23161 members 
Mstep: Class 22 contains 31881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106497544.000000 Penalty: 52691.796875
Iteration 20F: 17 clusters Score -1.064975e+08 nChanged 22033
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 72496 members 
Mstep: Class 7 contains 83857 members 
Mstep: Class 8 contains 86057 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 54524 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 14 contains 6626 members 
Mstep: Class 16 contains 62405 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 72756 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 74684 members 
Mstep: Class 21 contains 26043 members 
Mstep: Class 22 contains 37981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106506960.000000 Penalty: 52691.796875
Iteration 21Q: 17 clusters Score -1.06507e+08 nChanged 23921
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 71761 members 
Mstep: Class 7 contains 80589 members 
Mstep: Class 8 contains 84584 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 54208 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 14 contains 6063 members 
Mstep: Class 16 contains 60585 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 71947 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 72281 members 
Mstep: Class 21 contains 29461 members 
Mstep: Class 22 contains 45955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106516440.000000 Penalty: 52691.796875
Iteration 22Q: 17 clusters Score -1.065164e+08 nChanged 26949
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 70413 members 
Mstep: Class 7 contains 77027 members 
Mstep: Class 8 contains 82858 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 53671 members 
Mstep: Class 11 contains 2969 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 16 contains 57928 members 
Mstep: Class 17 contains 835 members 
Mstep: Class 18 contains 70818 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 69144 members 
Mstep: Class 21 contains 33646 members 
Mstep: Class 22 contains 56359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106523640.000000 Penalty: 52691.796875
Iteration 23Q: 17 clusters Score -1.065236e+08 nChanged 29006
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 69331 members 
Mstep: Class 7 contains 74588 members 
Mstep: Class 8 contains 81243 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 53092 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 16 contains 54328 members 
Mstep: Class 17 contains 835 members 
Mstep: Class 18 contains 69808 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 65424 members 
Mstep: Class 21 contains 39163 members 
Mstep: Class 22 contains 65138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106523688.000000 Penalty: 52691.796875
Iteration 24Q: 17 clusters Score -1.065237e+08 nChanged 25554
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 726 members 
Mstep: Class 6 contains 68835 members 
Mstep: Class 7 contains 72767 members 
Mstep: Class 8 contains 79146 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 52558 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 14 contains 5256 members 
Mstep: Class 16 contains 52450 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 69633 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 63114 members 
Mstep: Class 21 contains 45635 members 
Mstep: Class 22 contains 68069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106528856.000000 Penalty: 52691.796875
Iteration 25Q: 17 clusters Score -1.065289e+08 nChanged 23493
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 68433 members 
Mstep: Class 7 contains 70994 members 
Mstep: Class 8 contains 76983 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 51916 members 
Mstep: Class 11 contains 2953 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 69618 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 61029 members 
Mstep: Class 21 contains 54436 members 
Mstep: Class 22 contains 67158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106534568.000000 Penalty: 52691.796875
Iteration 26Q: 17 clusters Score -1.065346e+08 nChanged 24196
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 67861 members 
Mstep: Class 7 contains 69313 members 
Mstep: Class 8 contains 74886 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 51629 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 618 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 16 contains 51100 members 
Mstep: Class 17 contains 833 members 
Mstep: Class 18 contains 69332 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 58324 members 
Mstep: Class 21 contains 65535 members 
Mstep: Class 22 contains 64487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106538256.000000 Penalty: 52691.796875
Iteration 27Q: 17 clusters Score -1.065383e+08 nChanged 22827
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 67093 members 
Mstep: Class 7 contains 67702 members 
Mstep: Class 8 contains 72846 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 51857 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 16 contains 50636 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 68984 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 56117 members 
Mstep: Class 21 contains 75308 members 
Mstep: Class 22 contains 61962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106540184.000000 Penalty: 52691.796875
Iteration 28Q: 17 clusters Score -1.065402e+08 nChanged 19984
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 718 members 
Mstep: Class 6 contains 66452 members 
Mstep: Class 7 contains 66165 members 
Mstep: Class 8 contains 70864 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 52432 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 16 contains 50276 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 68646 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 55052 members 
Mstep: Class 21 contains 82131 members 
Mstep: Class 22 contains 60473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106536376.000000 Penalty: 52691.796875
Iteration 29Q: 17 clusters Score -1.065364e+08 nChanged 16761
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 718 members 
Mstep: Class 6 contains 65941 members 
Mstep: Class 7 contains 64962 members 
Mstep: Class 8 contains 69177 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 53421 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 14 contains 5209 members 
Mstep: Class 16 contains 50112 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 68626 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 54767 members 
Mstep: Class 21 contains 84969 members 
Mstep: Class 22 contains 60322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106533880.000000 Penalty: 52691.796875
Iteration 30Q: 17 clusters Score -1.065339e+08 nChanged 14649
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 718 members 
Mstep: Class 6 contains 65650 members 
Mstep: Class 7 contains 64116 members 
Mstep: Class 8 contains 67738 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 54663 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 648 members 
Mstep: Class 14 contains 5509 members 
Mstep: Class 16 contains 50136 members 
Mstep: Class 17 contains 835 members 
Mstep: Class 18 contains 68851 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 54425 members 
Mstep: Class 21 contains 85983 members 
Mstep: Class 22 contains 60418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106533096.000000 Penalty: 52691.796875
Iteration 31Q: 17 clusters Score -1.065331e+08 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 718 members 
Mstep: Class 6 contains 65495 members 
Mstep: Class 7 contains 63451 members 
Mstep: Class 8 contains 66568 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 55897 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 14 contains 5877 members 
Mstep: Class 16 contains 50180 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 69173 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 54326 members 
Mstep: Class 21 contains 85872 members 
Mstep: Class 22 contains 60623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106532440.000000 Penalty: 52691.796875
Iteration 32Q: 17 clusters Score -1.065324e+08 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 65420 members 
Mstep: Class 7 contains 62918 members 
Mstep: Class 8 contains 65595 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 57117 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 652 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 16 contains 50139 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 69570 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 54456 members 
Mstep: Class 21 contains 84868 members 
Mstep: Class 22 contains 61022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106533416.000000 Penalty: 52691.796875
Iteration 33Q: 17 clusters Score -1.065334e+08 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 65378 members 
Mstep: Class 7 contains 62464 members 
Mstep: Class 8 contains 64941 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 58196 members 
Mstep: Class 11 contains 2995 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 14 contains 6878 members 
Mstep: Class 16 contains 50108 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 70113 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 54661 members 
Mstep: Class 21 contains 83374 members 
Mstep: Class 22 contains 61302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106535224.000000 Penalty: 52691.796875
Iteration 34Q: 17 clusters Score -1.065352e+08 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 65406 members 
Mstep: Class 7 contains 62042 members 
Mstep: Class 8 contains 64318 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 59100 members 
Mstep: Class 11 contains 3017 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 16 contains 50102 members 
Mstep: Class 17 contains 838 members 
Mstep: Class 18 contains 70631 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 54847 members 
Mstep: Class 21 contains 82164 members 
Mstep: Class 22 contains 61291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106536616.000000 Penalty: 52691.796875
Iteration 35Q: 17 clusters Score -1.065366e+08 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 65331 members 
Mstep: Class 7 contains 61714 members 
Mstep: Class 8 contains 63761 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 59911 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 14 contains 8151 members 
Mstep: Class 16 contains 50140 members 
Mstep: Class 17 contains 838 members 
Mstep: Class 18 contains 71186 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 54930 members 
Mstep: Class 21 contains 81061 members 
Mstep: Class 22 contains 61186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106537808.000000 Penalty: 52691.796875
Iteration 36Q: 17 clusters Score -1.065378e+08 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 65303 members 
Mstep: Class 7 contains 61415 members 
Mstep: Class 8 contains 63318 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 60658 members 
Mstep: Class 11 contains 3065 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 14 contains 8952 members 
Mstep: Class 16 contains 50071 members 
Mstep: Class 17 contains 838 members 
Mstep: Class 18 contains 71653 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 54914 members 
Mstep: Class 21 contains 80224 members 
Mstep: Class 22 contains 60837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106538960.000000 Penalty: 52691.796875
Iteration 37Q: 17 clusters Score -1.06539e+08 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 65237 members 
Mstep: Class 7 contains 61172 members 
Mstep: Class 8 contains 62937 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 61307 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 14 contains 9832 members 
Mstep: Class 16 contains 49971 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 72106 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 54701 members 
Mstep: Class 21 contains 79548 members 
Mstep: Class 22 contains 60506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106539832.000000 Penalty: 52691.796875
Iteration 38Q: 17 clusters Score -1.065398e+08 nChanged 5756
Entering ConstructFrom: 
Score: -106539832.000000 Penalty: 52691.796875
Entering ConstructFrom: 
Trying to split cluster 5 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -67335.328125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -67335.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65971.257812 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -65971.26 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66896.210938 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -66896.21 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -67723.445312 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -67723.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68720.429688 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -68720.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69406.906250 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -69406.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69538.046875 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -69538.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -69631.062500 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -69631.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69814.507812 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -69814.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69862.968750 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -69862.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69875.117188 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -69875.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69879.820312 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -69879.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69883.078125 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -69883.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69888.648438 Penalty: 3261.237549
	Iteration 12F: 3 clusters Score -69888.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69899.132812 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -69899.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69899.132812 Penalty: 3261.237549
	Iteration 14F: 3 clusters Score -69899.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 65158 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 62642 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 61877 members 
Mstep: Class 11 contains 3120 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 16 contains 49823 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 72559 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 54357 members 
Mstep: Class 21 contains 78966 members 
Mstep: Class 22 contains 60110 members 
Entering Unmasked Estep 
Score: -106540808.000000 Penalty: 55985.031250
Splitting cluster 5 changes total score from -106539832.000000 to -106540808.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (65158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Entering Unmasked Estep 
Score: -12266728.000000 Penalty: 2748.973389
	Iteration 0F: 2 clusters Score -1.226673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -12248791.000000 Penalty: 5497.946777
	Iteration 0F: 3 clusters Score -1.224879e+07 nChanged 30298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -12265383.000000 Penalty: 5497.946777
	Iteration 1F: 3 clusters Score -1.226538e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -12266040.000000 Penalty: 5497.946777
	Iteration 2Q: 3 clusters Score -1.226604e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -12266840.000000 Penalty: 5497.946777
	Iteration 3Q: 3 clusters Score -1.226684e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -12267648.000000 Penalty: 5497.946777
	Iteration 4Q: 3 clusters Score -1.226765e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -12268720.000000 Penalty: 5497.946777
	Iteration 5Q: 3 clusters Score -1.226872e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -12270197.000000 Penalty: 5497.946777
	Iteration 6F: 3 clusters Score -1.22702e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -12271426.000000 Penalty: 5497.946777
	Iteration 7F: 3 clusters Score -1.227143e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -12271392.000000 Penalty: 5497.946777
	Iteration 8F: 3 clusters Score -1.227139e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -12270755.000000 Penalty: 5497.946777
	Iteration 9F: 3 clusters Score -1.227076e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -12271012.000000 Penalty: 5497.946777
	Iteration 10Q: 3 clusters Score -1.227101e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -12271987.000000 Penalty: 5497.946777
	Iteration 11Q: 3 clusters Score -1.227199e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -12272866.000000 Penalty: 5497.946777
	Iteration 12Q: 3 clusters Score -1.227287e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -12273474.000000 Penalty: 5497.946777
	Iteration 13Q: 3 clusters Score -1.227347e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -12273974.000000 Penalty: 5497.946777
	Iteration 14Q: 3 clusters Score -1.227397e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -12274455.000000 Penalty: 5497.946777
	Iteration 15Q: 3 clusters Score -1.227446e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -12274934.000000 Penalty: 5497.946777
	Iteration 16Q: 3 clusters Score -1.227493e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -12275449.000000 Penalty: 5497.946777
	Iteration 17Q: 3 clusters Score -1.227545e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -12275919.000000 Penalty: 5497.946777
	Iteration 18Q: 3 clusters Score -1.227592e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -12276462.000000 Penalty: 5497.946777
	Iteration 19Q: 3 clusters Score -1.227646e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -12276968.000000 Penalty: 5497.946777
	Iteration 20F: 3 clusters Score -1.227697e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -12277595.000000 Penalty: 5497.946777
	Iteration 21Q: 3 clusters Score -1.22776e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -12277963.000000 Penalty: 5497.946777
	Iteration 22Q: 3 clusters Score -1.227796e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -12278250.000000 Penalty: 5497.946777
	Iteration 23Q: 3 clusters Score -1.227825e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -12278530.000000 Penalty: 5497.946777
	Iteration 24Q: 3 clusters Score -1.227853e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -12278898.000000 Penalty: 5497.946777
	Iteration 25Q: 3 clusters Score -1.22789e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -12279175.000000 Penalty: 5497.946777
	Iteration 26Q: 3 clusters Score -1.227918e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -12279554.000000 Penalty: 5497.946777
	Iteration 27Q: 3 clusters Score -1.227955e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -12279883.000000 Penalty: 5497.946777
	Iteration 28Q: 3 clusters Score -1.227988e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -12280155.000000 Penalty: 5497.946777
	Iteration 29Q: 3 clusters Score -1.228016e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -12280400.000000 Penalty: 5497.946777
	Iteration 30Q: 3 clusters Score -1.22804e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -12280532.000000 Penalty: 5497.946777
	Iteration 31Q: 3 clusters Score -1.228053e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -12280573.000000 Penalty: 5497.946777
	Iteration 32Q: 3 clusters Score -1.228057e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -12280747.000000 Penalty: 5497.946777
	Iteration 33Q: 3 clusters Score -1.228075e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -12280773.000000 Penalty: 5497.946777
	Iteration 34Q: 3 clusters Score -1.228077e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -12280819.000000 Penalty: 5497.946777
	Iteration 35Q: 3 clusters Score -1.228082e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -12280971.000000 Penalty: 5497.946777
	Iteration 36Q: 3 clusters Score -1.228097e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -12281004.000000 Penalty: 5497.946777
	Iteration 37Q: 3 clusters Score -1.2281e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -12280990.000000 Penalty: 5497.946777
	Iteration 38Q: 3 clusters Score -1.228099e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -12281034.000000 Penalty: 5497.946777
	Iteration 39Q: 3 clusters Score -1.228103e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -12281263.000000 Penalty: 5497.946777
	Iteration 40F: 3 clusters Score -1.228126e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -12281378.000000 Penalty: 5497.946777
	Iteration 41Q: 3 clusters Score -1.228138e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -12281440.000000 Penalty: 5497.946777
	Iteration 42Q: 3 clusters Score -1.228144e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -12281500.000000 Penalty: 5497.946777
	Iteration 43Q: 3 clusters Score -1.22815e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -12281593.000000 Penalty: 5497.946777
	Iteration 44Q: 3 clusters Score -1.228159e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -12281604.000000 Penalty: 5497.946777
	Iteration 45Q: 3 clusters Score -1.22816e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -12281739.000000 Penalty: 5497.946777
	Iteration 46Q: 3 clusters Score -1.228174e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -12281786.000000 Penalty: 5497.946777
	Iteration 47Q: 3 clusters Score -1.228179e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -12281762.000000 Penalty: 5497.946777
	Iteration 48Q: 3 clusters Score -1.228176e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -12281815.000000 Penalty: 5497.946777
	Iteration 49Q: 3 clusters Score -1.228182e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -12281855.000000 Penalty: 5497.946777
	Iteration 50Q: 3 clusters Score -1.228186e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -12281931.000000 Penalty: 5497.946777
	Iteration 51Q: 3 clusters Score -1.228193e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -12282008.000000 Penalty: 5497.946777
	Iteration 52Q: 3 clusters Score -1.228201e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -12282065.000000 Penalty: 5497.946777
	Iteration 53Q: 3 clusters Score -1.228206e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -12282052.000000 Penalty: 5497.946777
	Iteration 54Q: 3 clusters Score -1.228205e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -12282058.000000 Penalty: 5497.946777
	Iteration 55Q: 3 clusters Score -1.228206e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -12282032.000000 Penalty: 5497.946777
	Iteration 56Q: 3 clusters Score -1.228203e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -12282145.000000 Penalty: 5497.946777
	Iteration 57Q: 3 clusters Score -1.228214e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -12282162.000000 Penalty: 5497.946777
	Iteration 58Q: 3 clusters Score -1.228216e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -12282155.000000 Penalty: 5497.946777
	Iteration 59Q: 3 clusters Score -1.228216e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -12282230.000000 Penalty: 5497.946777
	Iteration 60F: 3 clusters Score -1.228223e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -12282297.000000 Penalty: 5497.946777
	Iteration 61Q: 3 clusters Score -1.22823e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -12282391.000000 Penalty: 5497.946777
	Iteration 62Q: 3 clusters Score -1.228239e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -12282417.000000 Penalty: 5497.946777
	Iteration 63Q: 3 clusters Score -1.228242e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -12282384.000000 Penalty: 5497.946777
	Iteration 64Q: 3 clusters Score -1.228238e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -12282475.000000 Penalty: 5497.946777
	Iteration 65Q: 3 clusters Score -1.228248e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -12282533.000000 Penalty: 5497.946777
	Iteration 66Q: 3 clusters Score -1.228253e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -12282626.000000 Penalty: 5497.946777
	Iteration 67Q: 3 clusters Score -1.228263e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -12282614.000000 Penalty: 5497.946777
	Iteration 68Q: 3 clusters Score -1.228261e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -12282615.000000 Penalty: 5497.946777
	Iteration 69Q: 3 clusters Score -1.228262e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -12282533.000000 Penalty: 5497.946777
	Iteration 70Q: 3 clusters Score -1.228253e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -12282374.000000 Penalty: 5497.946777
	Iteration 71Q: 3 clusters Score -1.228237e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -12282324.000000 Penalty: 5497.946777
	Iteration 72Q: 3 clusters Score -1.228232e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -12282102.000000 Penalty: 5497.946777
	Iteration 73Q: 3 clusters Score -1.22821e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -12281913.000000 Penalty: 5497.946777
	Iteration 74Q: 3 clusters Score -1.228191e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -12281771.000000 Penalty: 5497.946777
	Iteration 75Q: 3 clusters Score -1.228177e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -12281660.000000 Penalty: 5497.946777
	Iteration 76Q: 3 clusters Score -1.228166e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -12281573.000000 Penalty: 5497.946777
	Iteration 77Q: 3 clusters Score -1.228157e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -12281491.000000 Penalty: 5497.946777
	Iteration 78Q: 3 clusters Score -1.228149e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -12281535.000000 Penalty: 5497.946777
	Iteration 79Q: 3 clusters Score -1.228154e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -12281539.000000 Penalty: 5497.946777
	Iteration 80F: 3 clusters Score -1.228154e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -12281494.000000 Penalty: 5497.946777
	Iteration 81Q: 3 clusters Score -1.228149e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -12281507.000000 Penalty: 5497.946777
	Iteration 82Q: 3 clusters Score -1.228151e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -12281486.000000 Penalty: 5497.946777
	Iteration 83Q: 3 clusters Score -1.228149e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -12281499.000000 Penalty: 5497.946777
	Iteration 84Q: 3 clusters Score -1.22815e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -12281518.000000 Penalty: 5497.946777
	Iteration 85Q: 3 clusters Score -1.228152e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -12281533.000000 Penalty: 5497.946777
	Iteration 86Q: 3 clusters Score -1.228153e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -12281581.000000 Penalty: 5497.946777
	Iteration 87Q: 3 clusters Score -1.228158e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -12281632.000000 Penalty: 5497.946777
	Iteration 88Q: 3 clusters Score -1.228163e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -12281691.000000 Penalty: 5497.946777
	Iteration 89Q: 3 clusters Score -1.228169e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -12281707.000000 Penalty: 5497.946777
	Iteration 90Q: 3 clusters Score -1.228171e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -12281740.000000 Penalty: 5497.946777
	Iteration 91Q: 3 clusters Score -1.228174e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -12281743.000000 Penalty: 5497.946777
	Iteration 92Q: 3 clusters Score -1.228174e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -12281773.000000 Penalty: 5497.946777
	Iteration 93Q: 3 clusters Score -1.228177e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -12281785.000000 Penalty: 5497.946777
	Iteration 94Q: 3 clusters Score -1.228178e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -12281764.000000 Penalty: 5497.946777
	Iteration 95Q: 3 clusters Score -1.228176e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -12281777.000000 Penalty: 5497.946777
	Iteration 96Q: 3 clusters Score -1.228178e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -12281771.000000 Penalty: 5497.946777
	Iteration 97Q: 3 clusters Score -1.228177e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -12281766.000000 Penalty: 5497.946777
	Iteration 98Q: 3 clusters Score -1.228177e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -12281779.000000 Penalty: 5497.946777
	Iteration 99Q: 3 clusters Score -1.228178e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -12281765.000000 Penalty: 5497.946777
	Iteration 100F: 3 clusters Score -1.228176e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -12281783.000000 Penalty: 5497.946777
	Iteration 101Q: 3 clusters Score -1.228178e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -12281754.000000 Penalty: 5497.946777
	Iteration 102Q: 3 clusters Score -1.228175e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -12281780.000000 Penalty: 5497.946777
	Iteration 103Q: 3 clusters Score -1.228178e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -12281770.000000 Penalty: 5497.946777
	Iteration 104Q: 3 clusters Score -1.228177e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -12281770.000000 Penalty: 5497.946777
	Iteration 105Q: 3 clusters Score -1.228177e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -12281793.000000 Penalty: 5497.946777
	Iteration 106Q: 3 clusters Score -1.228179e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -12281823.000000 Penalty: 5497.946777
	Iteration 107Q: 3 clusters Score -1.228182e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -12281831.000000 Penalty: 5497.946777
	Iteration 108Q: 3 clusters Score -1.228183e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -12281791.000000 Penalty: 5497.946777
	Iteration 109Q: 3 clusters Score -1.228179e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -12281800.000000 Penalty: 5497.946777
	Iteration 110Q: 3 clusters Score -1.22818e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -12281817.000000 Penalty: 5497.946777
	Iteration 111Q: 3 clusters Score -1.228182e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -12281769.000000 Penalty: 5497.946777
	Iteration 112Q: 3 clusters Score -1.228177e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -12281770.000000 Penalty: 5497.946777
	Iteration 113Q: 3 clusters Score -1.228177e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -12281795.000000 Penalty: 5497.946777
	Iteration 114Q: 3 clusters Score -1.22818e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -12281784.000000 Penalty: 5497.946777
	Iteration 115Q: 3 clusters Score -1.228178e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -12281770.000000 Penalty: 5497.946777
	Iteration 116Q: 3 clusters Score -1.228177e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -12281782.000000 Penalty: 5497.946777
	Iteration 117Q: 3 clusters Score -1.228178e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -12281779.000000 Penalty: 5497.946777
	Iteration 118Q: 3 clusters Score -1.228178e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -12281763.000000 Penalty: 5497.946777
	Iteration 119Q: 3 clusters Score -1.228176e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -12281764.000000 Penalty: 5497.946777
	Iteration 120F: 3 clusters Score -1.228176e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -12281749.000000 Penalty: 5497.946777
	Iteration 121Q: 3 clusters Score -1.228175e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -12281759.000000 Penalty: 5497.946777
	Iteration 122Q: 3 clusters Score -1.228176e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -12281779.000000 Penalty: 5497.946777
	Iteration 123Q: 3 clusters Score -1.228178e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -12281779.000000 Penalty: 5497.946777
	Iteration 124Q: 3 clusters Score -1.228178e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -12281794.000000 Penalty: 5497.946777
	Iteration 125Q: 3 clusters Score -1.228179e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -12281763.000000 Penalty: 5497.946777
	Iteration 126Q: 3 clusters Score -1.228176e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -12281784.000000 Penalty: 5497.946777
	Iteration 127Q: 3 clusters Score -1.228178e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -12281738.000000 Penalty: 5497.946777
	Iteration 128Q: 3 clusters Score -1.228174e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -12281721.000000 Penalty: 5497.946777
	Iteration 129Q: 3 clusters Score -1.228172e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -12281675.000000 Penalty: 5497.946777
	Iteration 130Q: 3 clusters Score -1.228168e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -12281672.000000 Penalty: 5497.946777
	Iteration 131Q: 3 clusters Score -1.228167e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -12281687.000000 Penalty: 5497.946777
	Iteration 132Q: 3 clusters Score -1.228169e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -12281682.000000 Penalty: 5497.946777
	Iteration 133Q: 3 clusters Score -1.228168e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -12281693.000000 Penalty: 5497.946777
	Iteration 134Q: 3 clusters Score -1.228169e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -12281669.000000 Penalty: 5497.946777
	Iteration 135Q: 3 clusters Score -1.228167e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -12281662.000000 Penalty: 5497.946777
	Iteration 136Q: 3 clusters Score -1.228166e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -12281650.000000 Penalty: 5497.946777
	Iteration 137Q: 3 clusters Score -1.228165e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -12281663.000000 Penalty: 5497.946777
	Iteration 138Q: 3 clusters Score -1.228166e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -12281657.000000 Penalty: 5497.946777
	Iteration 139Q: 3 clusters Score -1.228166e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -12281656.000000 Penalty: 5497.946777
	Iteration 140F: 3 clusters Score -1.228166e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -12281674.000000 Penalty: 5497.946777
	Iteration 141Q: 3 clusters Score -1.228167e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -12281663.000000 Penalty: 5497.946777
	Iteration 142Q: 3 clusters Score -1.228166e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -12281667.000000 Penalty: 5497.946777
	Iteration 143Q: 3 clusters Score -1.228167e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -12281665.000000 Penalty: 5497.946777
	Iteration 144Q: 3 clusters Score -1.228166e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -12281644.000000 Penalty: 5497.946777
	Iteration 145Q: 3 clusters Score -1.228164e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -12281634.000000 Penalty: 5497.946777
	Iteration 146Q: 3 clusters Score -1.228163e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -12281657.000000 Penalty: 5497.946777
	Iteration 147Q: 3 clusters Score -1.228166e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -12281652.000000 Penalty: 5497.946777
	Iteration 148Q: 3 clusters Score -1.228165e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -12281664.000000 Penalty: 5497.946777
	Iteration 149Q: 3 clusters Score -1.228166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -12281679.000000 Penalty: 5497.946777
	Iteration 150Q: 3 clusters Score -1.228168e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -12281670.000000 Penalty: 5497.946777
	Iteration 151Q: 3 clusters Score -1.228167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -12281672.000000 Penalty: 5497.946777
	Iteration 152Q: 3 clusters Score -1.228167e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -12281673.000000 Penalty: 5497.946777
	Iteration 153Q: 3 clusters Score -1.228167e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -12281688.000000 Penalty: 5497.946777
	Iteration 154Q: 3 clusters Score -1.228169e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -12281696.000000 Penalty: 5497.946777
	Iteration 155Q: 3 clusters Score -1.22817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -12281699.000000 Penalty: 5497.946777
	Iteration 156Q: 3 clusters Score -1.22817e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -12281700.000000 Penalty: 5497.946777
	Iteration 157Q: 3 clusters Score -1.22817e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -12281688.000000 Penalty: 5497.946777
	Iteration 158Q: 3 clusters Score -1.228169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -12281672.000000 Penalty: 5497.946777
	Iteration 159Q: 3 clusters Score -1.228167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -12281666.000000 Penalty: 5497.946777
	Iteration 160F: 3 clusters Score -1.228167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -12281670.000000 Penalty: 5497.946777
	Iteration 161Q: 3 clusters Score -1.228167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -12281678.000000 Penalty: 5497.946777
	Iteration 162Q: 3 clusters Score -1.228168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -12281681.000000 Penalty: 5497.946777
	Iteration 163Q: 3 clusters Score -1.228168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -12281679.000000 Penalty: 5497.946777
	Iteration 164Q: 3 clusters Score -1.228168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -12281670.000000 Penalty: 5497.946777
	Iteration 165Q: 3 clusters Score -1.228167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -12281684.000000 Penalty: 5497.946777
	Iteration 166Q: 3 clusters Score -1.228168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -12281687.000000 Penalty: 5497.946777
	Iteration 167Q: 3 clusters Score -1.228169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -12281690.000000 Penalty: 5497.946777
	Iteration 168Q: 3 clusters Score -1.228169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -12281682.000000 Penalty: 5497.946777
	Iteration 169Q: 3 clusters Score -1.228168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -12281686.000000 Penalty: 5497.946777
	Iteration 170Q: 3 clusters Score -1.228169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -12281693.000000 Penalty: 5497.946777
	Iteration 171Q: 3 clusters Score -1.228169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -12281690.000000 Penalty: 5497.946777
	Iteration 172Q: 3 clusters Score -1.228169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -12281693.000000 Penalty: 5497.946777
	Iteration 173Q: 3 clusters Score -1.228169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -12281687.000000 Penalty: 5497.946777
	Iteration 174Q: 3 clusters Score -1.228169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -12281689.000000 Penalty: 5497.946777
	Iteration 175Q: 3 clusters Score -1.228169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -12281699.000000 Penalty: 5497.946777
	Iteration 176Q: 3 clusters Score -1.22817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -12281700.000000 Penalty: 5497.946777
	Iteration 177Q: 3 clusters Score -1.22817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -12281678.000000 Penalty: 5497.946777
	Iteration 178Q: 3 clusters Score -1.228168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -12281678.000000 Penalty: 5497.946777
	Iteration 179Q: 3 clusters Score -1.228168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -12281692.000000 Penalty: 5497.946777
	Iteration 180F: 3 clusters Score -1.228169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -12281705.000000 Penalty: 5497.946777
	Iteration 181Q: 3 clusters Score -1.22817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -12281713.000000 Penalty: 5497.946777
	Iteration 182Q: 3 clusters Score -1.228171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -12281711.000000 Penalty: 5497.946777
	Iteration 183Q: 3 clusters Score -1.228171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -12281711.000000 Penalty: 5497.946777
	Iteration 184F: 3 clusters Score -1.228171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21392 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 62642 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 61877 members 
Mstep: Class 11 contains 3120 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 16 contains 49823 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 72559 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 54357 members 
Mstep: Class 21 contains 78966 members 
Mstep: Class 22 contains 60110 members 
Entering Unmasked Estep 
Score: -106555968.000000 Penalty: 59278.269531
Splitting cluster 6 changes total score from -106539832.000000 to -106555968.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (60989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Entering Unmasked Estep 
Score: -11287867.000000 Penalty: 2732.575195
	Iteration 0F: 2 clusters Score -1.128787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -11261295.000000 Penalty: 5465.150391
	Iteration 0F: 3 clusters Score -1.12613e+07 nChanged 28413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -11277318.000000 Penalty: 5465.150391
	Iteration 1F: 3 clusters Score -1.127732e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -11278123.000000 Penalty: 5465.150391
	Iteration 2Q: 3 clusters Score -1.127812e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -11279241.000000 Penalty: 5465.150391
	Iteration 3Q: 3 clusters Score -1.127924e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -11280688.000000 Penalty: 5465.150391
	Iteration 4Q: 3 clusters Score -1.128069e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -11282883.000000 Penalty: 5465.150391
	Iteration 5F: 3 clusters Score -1.128288e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -11286024.000000 Penalty: 5465.150391
	Iteration 6F: 3 clusters Score -1.128602e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -11289960.000000 Penalty: 5465.150391
	Iteration 7F: 3 clusters Score -1.128996e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -11293535.000000 Penalty: 5465.150391
	Iteration 8F: 3 clusters Score -1.129354e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -11294987.000000 Penalty: 5465.150391
	Iteration 9Q: 3 clusters Score -1.129499e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -11295428.000000 Penalty: 5465.150391
	Iteration 10Q: 3 clusters Score -1.129543e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -11295656.000000 Penalty: 5465.150391
	Iteration 11Q: 3 clusters Score -1.129566e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -11295536.000000 Penalty: 5465.150391
	Iteration 12Q: 3 clusters Score -1.129554e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -11295195.000000 Penalty: 5465.150391
	Iteration 13Q: 3 clusters Score -1.12952e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -11294845.000000 Penalty: 5465.150391
	Iteration 14Q: 3 clusters Score -1.129484e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -11294413.000000 Penalty: 5465.150391
	Iteration 15Q: 3 clusters Score -1.129441e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -11293777.000000 Penalty: 5465.150391
	Iteration 16Q: 3 clusters Score -1.129378e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -11293159.000000 Penalty: 5465.150391
	Iteration 17Q: 3 clusters Score -1.129316e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -11292610.000000 Penalty: 5465.150391
	Iteration 18Q: 3 clusters Score -1.129261e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -11292094.000000 Penalty: 5465.150391
	Iteration 19Q: 3 clusters Score -1.129209e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -11291704.000000 Penalty: 5465.150391
	Iteration 20F: 3 clusters Score -1.12917e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -11291351.000000 Penalty: 5465.150391
	Iteration 21Q: 3 clusters Score -1.129135e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -11290952.000000 Penalty: 5465.150391
	Iteration 22Q: 3 clusters Score -1.129095e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -11290632.000000 Penalty: 5465.150391
	Iteration 23Q: 3 clusters Score -1.129063e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -11290335.000000 Penalty: 5465.150391
	Iteration 24Q: 3 clusters Score -1.129034e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -11290149.000000 Penalty: 5465.150391
	Iteration 25Q: 3 clusters Score -1.129015e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -11289961.000000 Penalty: 5465.150391
	Iteration 26Q: 3 clusters Score -1.128996e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -11289788.000000 Penalty: 5465.150391
	Iteration 27Q: 3 clusters Score -1.128979e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -11289566.000000 Penalty: 5465.150391
	Iteration 28Q: 3 clusters Score -1.128957e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -11289464.000000 Penalty: 5465.150391
	Iteration 29Q: 3 clusters Score -1.128946e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -11289287.000000 Penalty: 5465.150391
	Iteration 30Q: 3 clusters Score -1.128929e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -11289171.000000 Penalty: 5465.150391
	Iteration 31Q: 3 clusters Score -1.128917e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -11289104.000000 Penalty: 5465.150391
	Iteration 32Q: 3 clusters Score -1.12891e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -11289008.000000 Penalty: 5465.150391
	Iteration 33Q: 3 clusters Score -1.128901e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -11288897.000000 Penalty: 5465.150391
	Iteration 34Q: 3 clusters Score -1.12889e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -11288837.000000 Penalty: 5465.150391
	Iteration 35Q: 3 clusters Score -1.128884e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -11288736.000000 Penalty: 5465.150391
	Iteration 36Q: 3 clusters Score -1.128874e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -11288670.000000 Penalty: 5465.150391
	Iteration 37Q: 3 clusters Score -1.128867e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -11288610.000000 Penalty: 5465.150391
	Iteration 38Q: 3 clusters Score -1.128861e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -11288562.000000 Penalty: 5465.150391
	Iteration 39Q: 3 clusters Score -1.128856e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -11288501.000000 Penalty: 5465.150391
	Iteration 40F: 3 clusters Score -1.12885e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -11288420.000000 Penalty: 5465.150391
	Iteration 41Q: 3 clusters Score -1.128842e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -11288360.000000 Penalty: 5465.150391
	Iteration 42Q: 3 clusters Score -1.128836e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -11288317.000000 Penalty: 5465.150391
	Iteration 43Q: 3 clusters Score -1.128832e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -11288290.000000 Penalty: 5465.150391
	Iteration 44Q: 3 clusters Score -1.128829e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -11288248.000000 Penalty: 5465.150391
	Iteration 45Q: 3 clusters Score -1.128825e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -11288222.000000 Penalty: 5465.150391
	Iteration 46Q: 3 clusters Score -1.128822e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -11288195.000000 Penalty: 5465.150391
	Iteration 47Q: 3 clusters Score -1.12882e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -11288185.000000 Penalty: 5465.150391
	Iteration 48Q: 3 clusters Score -1.128818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -11288170.000000 Penalty: 5465.150391
	Iteration 49Q: 3 clusters Score -1.128817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -11288149.000000 Penalty: 5465.150391
	Iteration 50Q: 3 clusters Score -1.128815e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -11288141.000000 Penalty: 5465.150391
	Iteration 51Q: 3 clusters Score -1.128814e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -11288093.000000 Penalty: 5465.150391
	Iteration 52Q: 3 clusters Score -1.128809e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -11288080.000000 Penalty: 5465.150391
	Iteration 53Q: 3 clusters Score -1.128808e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -11288066.000000 Penalty: 5465.150391
	Iteration 54Q: 3 clusters Score -1.128807e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -11288018.000000 Penalty: 5465.150391
	Iteration 55Q: 3 clusters Score -1.128802e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -11287967.000000 Penalty: 5465.150391
	Iteration 56Q: 3 clusters Score -1.128797e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -11287929.000000 Penalty: 5465.150391
	Iteration 57Q: 3 clusters Score -1.128793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -11287907.000000 Penalty: 5465.150391
	Iteration 58Q: 3 clusters Score -1.128791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -11287884.000000 Penalty: 5465.150391
	Iteration 59Q: 3 clusters Score -1.128788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -11287877.000000 Penalty: 5465.150391
	Iteration 60F: 3 clusters Score -1.128788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -11287845.000000 Penalty: 5465.150391
	Iteration 61Q: 3 clusters Score -1.128784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -11287831.000000 Penalty: 5465.150391
	Iteration 62Q: 3 clusters Score -1.128783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -11287797.000000 Penalty: 5465.150391
	Iteration 63Q: 3 clusters Score -1.12878e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -11287784.000000 Penalty: 5465.150391
	Iteration 64Q: 3 clusters Score -1.128778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -11287764.000000 Penalty: 5465.150391
	Iteration 65Q: 3 clusters Score -1.128776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11287777.000000 Penalty: 5465.150391
	Iteration 66Q: 3 clusters Score -1.128778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -11287783.000000 Penalty: 5465.150391
	Iteration 67Q: 3 clusters Score -1.128778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -11287774.000000 Penalty: 5465.150391
	Iteration 68Q: 3 clusters Score -1.128777e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11287767.000000 Penalty: 5465.150391
	Iteration 69Q: 3 clusters Score -1.128777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11287747.000000 Penalty: 5465.150391
	Iteration 70Q: 3 clusters Score -1.128775e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -11287726.000000 Penalty: 5465.150391
	Iteration 71Q: 3 clusters Score -1.128773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -11287714.000000 Penalty: 5465.150391
	Iteration 72Q: 3 clusters Score -1.128771e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -11287693.000000 Penalty: 5465.150391
	Iteration 73Q: 3 clusters Score -1.128769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -11287680.000000 Penalty: 5465.150391
	Iteration 74Q: 3 clusters Score -1.128768e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -11287664.000000 Penalty: 5465.150391
	Iteration 75Q: 3 clusters Score -1.128766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -11287638.000000 Penalty: 5465.150391
	Iteration 76Q: 3 clusters Score -1.128764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -11287614.000000 Penalty: 5465.150391
	Iteration 77Q: 3 clusters Score -1.128761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -11287613.000000 Penalty: 5465.150391
	Iteration 78Q: 3 clusters Score -1.128761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -11287608.000000 Penalty: 5465.150391
	Iteration 79Q: 3 clusters Score -1.128761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11287597.000000 Penalty: 5465.150391
	Iteration 80F: 3 clusters Score -1.12876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11287589.000000 Penalty: 5465.150391
	Iteration 81Q: 3 clusters Score -1.128759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -11287600.000000 Penalty: 5465.150391
	Iteration 82Q: 3 clusters Score -1.12876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -11287577.000000 Penalty: 5465.150391
	Iteration 83Q: 3 clusters Score -1.128758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11287551.000000 Penalty: 5465.150391
	Iteration 84Q: 3 clusters Score -1.128755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -11287549.000000 Penalty: 5465.150391
	Iteration 85Q: 3 clusters Score -1.128755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -11287531.000000 Penalty: 5465.150391
	Iteration 86Q: 3 clusters Score -1.128753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -11287536.000000 Penalty: 5465.150391
	Iteration 87Q: 3 clusters Score -1.128754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -11287542.000000 Penalty: 5465.150391
	Iteration 88Q: 3 clusters Score -1.128754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -11287523.000000 Penalty: 5465.150391
	Iteration 89Q: 3 clusters Score -1.128752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11287528.000000 Penalty: 5465.150391
	Iteration 90Q: 3 clusters Score -1.128753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -11287517.000000 Penalty: 5465.150391
	Iteration 91Q: 3 clusters Score -1.128752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -11287523.000000 Penalty: 5465.150391
	Iteration 92Q: 3 clusters Score -1.128752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -11287523.000000 Penalty: 5465.150391
	Iteration 93F: 3 clusters Score -1.128752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Entering Unmasked Estep 
Score: -11563983.000000 Penalty: 2739.207275
	Iteration 0F: 2 clusters Score -1.156398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -11537767.000000 Penalty: 5478.414551
	Iteration 0F: 3 clusters Score -1.153777e+07 nChanged 29059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -11554312.000000 Penalty: 5478.414551
	Iteration 1F: 3 clusters Score -1.155431e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -11555417.000000 Penalty: 5478.414551
	Iteration 2Q: 3 clusters Score -1.155542e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -11557275.000000 Penalty: 5478.414551
	Iteration 3F: 3 clusters Score -1.155728e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -11559870.000000 Penalty: 5478.414551
	Iteration 4F: 3 clusters Score -1.155987e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -11561352.000000 Penalty: 5478.414551
	Iteration 5F: 3 clusters Score -1.156135e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -11562164.000000 Penalty: 5478.414551
	Iteration 6F: 3 clusters Score -1.156216e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -11562845.000000 Penalty: 5478.414551
	Iteration 7Q: 3 clusters Score -1.156284e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -11563465.000000 Penalty: 5478.414551
	Iteration 8Q: 3 clusters Score -1.156346e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -11564022.000000 Penalty: 5478.414551
	Iteration 9Q: 3 clusters Score -1.156402e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -11564436.000000 Penalty: 5478.414551
	Iteration 10Q: 3 clusters Score -1.156444e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -11564709.000000 Penalty: 5478.414551
	Iteration 11Q: 3 clusters Score -1.156471e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -11564958.000000 Penalty: 5478.414551
	Iteration 12Q: 3 clusters Score -1.156496e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -11565202.000000 Penalty: 5478.414551
	Iteration 13Q: 3 clusters Score -1.15652e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -11565345.000000 Penalty: 5478.414551
	Iteration 14Q: 3 clusters Score -1.156534e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -11565520.000000 Penalty: 5478.414551
	Iteration 15Q: 3 clusters Score -1.156552e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -11565621.000000 Penalty: 5478.414551
	Iteration 16Q: 3 clusters Score -1.156562e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -11565750.000000 Penalty: 5478.414551
	Iteration 17Q: 3 clusters Score -1.156575e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -11565923.000000 Penalty: 5478.414551
	Iteration 18Q: 3 clusters Score -1.156592e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -11566012.000000 Penalty: 5478.414551
	Iteration 19Q: 3 clusters Score -1.156601e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -11566174.000000 Penalty: 5478.414551
	Iteration 20F: 3 clusters Score -1.156617e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -11566344.000000 Penalty: 5478.414551
	Iteration 21Q: 3 clusters Score -1.156634e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -11566480.000000 Penalty: 5478.414551
	Iteration 22Q: 3 clusters Score -1.156648e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -11566613.000000 Penalty: 5478.414551
	Iteration 23Q: 3 clusters Score -1.156661e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -11566741.000000 Penalty: 5478.414551
	Iteration 24Q: 3 clusters Score -1.156674e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -11566860.000000 Penalty: 5478.414551
	Iteration 25Q: 3 clusters Score -1.156686e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -11567009.000000 Penalty: 5478.414551
	Iteration 26Q: 3 clusters Score -1.156701e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -11567175.000000 Penalty: 5478.414551
	Iteration 27Q: 3 clusters Score -1.156718e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -11567362.000000 Penalty: 5478.414551
	Iteration 28Q: 3 clusters Score -1.156736e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -11567498.000000 Penalty: 5478.414551
	Iteration 29Q: 3 clusters Score -1.15675e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -11567579.000000 Penalty: 5478.414551
	Iteration 30Q: 3 clusters Score -1.156758e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -11567666.000000 Penalty: 5478.414551
	Iteration 31Q: 3 clusters Score -1.156767e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -11567776.000000 Penalty: 5478.414551
	Iteration 32Q: 3 clusters Score -1.156778e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -11567909.000000 Penalty: 5478.414551
	Iteration 33Q: 3 clusters Score -1.156791e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -11567969.000000 Penalty: 5478.414551
	Iteration 34Q: 3 clusters Score -1.156797e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -11568046.000000 Penalty: 5478.414551
	Iteration 35Q: 3 clusters Score -1.156805e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -11568174.000000 Penalty: 5478.414551
	Iteration 36Q: 3 clusters Score -1.156817e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -11568223.000000 Penalty: 5478.414551
	Iteration 37Q: 3 clusters Score -1.156822e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -11568243.000000 Penalty: 5478.414551
	Iteration 38Q: 3 clusters Score -1.156824e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -11568343.000000 Penalty: 5478.414551
	Iteration 39Q: 3 clusters Score -1.156834e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -11568449.000000 Penalty: 5478.414551
	Iteration 40F: 3 clusters Score -1.156845e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -11568519.000000 Penalty: 5478.414551
	Iteration 41Q: 3 clusters Score -1.156852e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -11568579.000000 Penalty: 5478.414551
	Iteration 42Q: 3 clusters Score -1.156858e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -11568650.000000 Penalty: 5478.414551
	Iteration 43Q: 3 clusters Score -1.156865e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -11568725.000000 Penalty: 5478.414551
	Iteration 44Q: 3 clusters Score -1.156872e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -11568800.000000 Penalty: 5478.414551
	Iteration 45Q: 3 clusters Score -1.15688e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -11568829.000000 Penalty: 5478.414551
	Iteration 46Q: 3 clusters Score -1.156883e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -11568872.000000 Penalty: 5478.414551
	Iteration 47Q: 3 clusters Score -1.156887e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -11568932.000000 Penalty: 5478.414551
	Iteration 48Q: 3 clusters Score -1.156893e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -11568978.000000 Penalty: 5478.414551
	Iteration 49Q: 3 clusters Score -1.156898e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -11569036.000000 Penalty: 5478.414551
	Iteration 50Q: 3 clusters Score -1.156904e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -11569106.000000 Penalty: 5478.414551
	Iteration 51Q: 3 clusters Score -1.156911e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -11569166.000000 Penalty: 5478.414551
	Iteration 52Q: 3 clusters Score -1.156917e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -11569244.000000 Penalty: 5478.414551
	Iteration 53Q: 3 clusters Score -1.156924e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -11569336.000000 Penalty: 5478.414551
	Iteration 54Q: 3 clusters Score -1.156934e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -11569391.000000 Penalty: 5478.414551
	Iteration 55Q: 3 clusters Score -1.156939e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -11569462.000000 Penalty: 5478.414551
	Iteration 56Q: 3 clusters Score -1.156946e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -11569522.000000 Penalty: 5478.414551
	Iteration 57Q: 3 clusters Score -1.156952e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -11569558.000000 Penalty: 5478.414551
	Iteration 58Q: 3 clusters Score -1.156956e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -11569609.000000 Penalty: 5478.414551
	Iteration 59Q: 3 clusters Score -1.156961e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -11569639.000000 Penalty: 5478.414551
	Iteration 60F: 3 clusters Score -1.156964e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -11569651.000000 Penalty: 5478.414551
	Iteration 61Q: 3 clusters Score -1.156965e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -11569685.000000 Penalty: 5478.414551
	Iteration 62Q: 3 clusters Score -1.156968e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -11569731.000000 Penalty: 5478.414551
	Iteration 63Q: 3 clusters Score -1.156973e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -11569751.000000 Penalty: 5478.414551
	Iteration 64Q: 3 clusters Score -1.156975e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -11569817.000000 Penalty: 5478.414551
	Iteration 65Q: 3 clusters Score -1.156982e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -11569834.000000 Penalty: 5478.414551
	Iteration 66Q: 3 clusters Score -1.156983e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -11569860.000000 Penalty: 5478.414551
	Iteration 67Q: 3 clusters Score -1.156986e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -11569844.000000 Penalty: 5478.414551
	Iteration 68Q: 3 clusters Score -1.156984e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -11569845.000000 Penalty: 5478.414551
	Iteration 69Q: 3 clusters Score -1.156984e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -11569850.000000 Penalty: 5478.414551
	Iteration 70Q: 3 clusters Score -1.156985e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -11569856.000000 Penalty: 5478.414551
	Iteration 71Q: 3 clusters Score -1.156986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -11569866.000000 Penalty: 5478.414551
	Iteration 72Q: 3 clusters Score -1.156987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -11569860.000000 Penalty: 5478.414551
	Iteration 73Q: 3 clusters Score -1.156986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -11569857.000000 Penalty: 5478.414551
	Iteration 74Q: 3 clusters Score -1.156986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -11569863.000000 Penalty: 5478.414551
	Iteration 75Q: 3 clusters Score -1.156986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -11569877.000000 Penalty: 5478.414551
	Iteration 76Q: 3 clusters Score -1.156988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -11569878.000000 Penalty: 5478.414551
	Iteration 77Q: 3 clusters Score -1.156988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -11569876.000000 Penalty: 5478.414551
	Iteration 78Q: 3 clusters Score -1.156988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -11569877.000000 Penalty: 5478.414551
	Iteration 79Q: 3 clusters Score -1.156988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -11569879.000000 Penalty: 5478.414551
	Iteration 80F: 3 clusters Score -1.156988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -11569877.000000 Penalty: 5478.414551
	Iteration 81Q: 3 clusters Score -1.156988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -11569874.000000 Penalty: 5478.414551
	Iteration 82Q: 3 clusters Score -1.156987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -11569874.000000 Penalty: 5478.414551
	Iteration 83F: 3 clusters Score -1.156987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21392 members 
Mstep: Class 3 contains 46427 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 61877 members 
Mstep: Class 11 contains 3120 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 16 contains 49823 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 72559 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 54357 members 
Mstep: Class 21 contains 78966 members 
Mstep: Class 22 contains 60110 members 
Entering Unmasked Estep 
Score: -106561688.000000 Penalty: 62571.507812
Splitting cluster 8 changes total score from -106539832.000000 to -106561688.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -93593.132812 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -93593.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92067.054688 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -92067.05 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -92244.617188 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -92244.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -92291.640625 Penalty: 3111.347168
	Iteration 2Q: 3 clusters Score -92291.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -92306.656250 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -92306.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -92313.195312 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -92313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92318.796875 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -92318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92318.796875 Penalty: 3111.347168
	Iteration 6F: 3 clusters Score -92318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Entering Unmasked Estep 
Score: -11188667.000000 Penalty: 2736.160156
	Iteration 0F: 2 clusters Score -1.118867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -11147638.000000 Penalty: 5472.320312
	Iteration 0F: 3 clusters Score -1.114764e+07 nChanged 28681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -11163928.000000 Penalty: 5472.320312
	Iteration 1F: 3 clusters Score -1.116393e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -11164956.000000 Penalty: 5472.320312
	Iteration 2Q: 3 clusters Score -1.116496e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -11166723.000000 Penalty: 5472.320312
	Iteration 3Q: 3 clusters Score -1.116672e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -11168883.000000 Penalty: 5472.320312
	Iteration 4F: 3 clusters Score -1.116888e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -11170804.000000 Penalty: 5472.320312
	Iteration 5F: 3 clusters Score -1.11708e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -11172509.000000 Penalty: 5472.320312
	Iteration 6F: 3 clusters Score -1.117251e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -11173938.000000 Penalty: 5472.320312
	Iteration 7F: 3 clusters Score -1.117394e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -11175164.000000 Penalty: 5472.320312
	Iteration 8F: 3 clusters Score -1.117516e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -11176362.000000 Penalty: 5472.320312
	Iteration 9Q: 3 clusters Score -1.117636e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -11177294.000000 Penalty: 5472.320312
	Iteration 10Q: 3 clusters Score -1.117729e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -11177992.000000 Penalty: 5472.320312
	Iteration 11Q: 3 clusters Score -1.117799e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -11178543.000000 Penalty: 5472.320312
	Iteration 12Q: 3 clusters Score -1.117854e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -11179011.000000 Penalty: 5472.320312
	Iteration 13Q: 3 clusters Score -1.117901e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -11179532.000000 Penalty: 5472.320312
	Iteration 14Q: 3 clusters Score -1.117953e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -11180096.000000 Penalty: 5472.320312
	Iteration 15Q: 3 clusters Score -1.11801e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -11180752.000000 Penalty: 5472.320312
	Iteration 16Q: 3 clusters Score -1.118075e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -11181648.000000 Penalty: 5472.320312
	Iteration 17Q: 3 clusters Score -1.118165e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -11182681.000000 Penalty: 5472.320312
	Iteration 18Q: 3 clusters Score -1.118268e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -11183922.000000 Penalty: 5472.320312
	Iteration 19Q: 3 clusters Score -1.118392e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -11185218.000000 Penalty: 5472.320312
	Iteration 20F: 3 clusters Score -1.118522e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -11186285.000000 Penalty: 5472.320312
	Iteration 21Q: 3 clusters Score -1.118628e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -11187320.000000 Penalty: 5472.320312
	Iteration 22Q: 3 clusters Score -1.118732e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -11188129.000000 Penalty: 5472.320312
	Iteration 23Q: 3 clusters Score -1.118813e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -11188841.000000 Penalty: 5472.320312
	Iteration 24Q: 3 clusters Score -1.118884e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -11189323.000000 Penalty: 5472.320312
	Iteration 25Q: 3 clusters Score -1.118932e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -11189632.000000 Penalty: 5472.320312
	Iteration 26Q: 3 clusters Score -1.118963e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -11189790.000000 Penalty: 5472.320312
	Iteration 27Q: 3 clusters Score -1.118979e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -11189874.000000 Penalty: 5472.320312
	Iteration 28Q: 3 clusters Score -1.118987e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -11189881.000000 Penalty: 5472.320312
	Iteration 29Q: 3 clusters Score -1.118988e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -11189892.000000 Penalty: 5472.320312
	Iteration 30Q: 3 clusters Score -1.118989e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -11189941.000000 Penalty: 5472.320312
	Iteration 31Q: 3 clusters Score -1.118994e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -11189986.000000 Penalty: 5472.320312
	Iteration 32Q: 3 clusters Score -1.118999e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -11189991.000000 Penalty: 5472.320312
	Iteration 33Q: 3 clusters Score -1.118999e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -11189984.000000 Penalty: 5472.320312
	Iteration 34Q: 3 clusters Score -1.118998e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -11189999.000000 Penalty: 5472.320312
	Iteration 35Q: 3 clusters Score -1.119e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -11189986.000000 Penalty: 5472.320312
	Iteration 36Q: 3 clusters Score -1.118999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -11189997.000000 Penalty: 5472.320312
	Iteration 37Q: 3 clusters Score -1.119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -11190015.000000 Penalty: 5472.320312
	Iteration 38Q: 3 clusters Score -1.119002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -11190008.000000 Penalty: 5472.320312
	Iteration 39Q: 3 clusters Score -1.119001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -11190001.000000 Penalty: 5472.320312
	Iteration 40F: 3 clusters Score -1.119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -11190007.000000 Penalty: 5472.320312
	Iteration 41Q: 3 clusters Score -1.119001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -11190011.000000 Penalty: 5472.320312
	Iteration 42Q: 3 clusters Score -1.119001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -11190017.000000 Penalty: 5472.320312
	Iteration 43Q: 3 clusters Score -1.119002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -11190006.000000 Penalty: 5472.320312
	Iteration 44Q: 3 clusters Score -1.119001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -11190004.000000 Penalty: 5472.320312
	Iteration 45Q: 3 clusters Score -1.119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -11190007.000000 Penalty: 5472.320312
	Iteration 46Q: 3 clusters Score -1.119001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -11189999.000000 Penalty: 5472.320312
	Iteration 47Q: 3 clusters Score -1.119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -11189999.000000 Penalty: 5472.320312
	Iteration 48Q: 3 clusters Score -1.119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -11189993.000000 Penalty: 5472.320312
	Iteration 49Q: 3 clusters Score -1.118999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -11189997.000000 Penalty: 5472.320312
	Iteration 50Q: 3 clusters Score -1.119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -11189984.000000 Penalty: 5472.320312
	Iteration 51Q: 3 clusters Score -1.118998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -11189988.000000 Penalty: 5472.320312
	Iteration 52Q: 3 clusters Score -1.118999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -11189982.000000 Penalty: 5472.320312
	Iteration 53Q: 3 clusters Score -1.118998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -11189978.000000 Penalty: 5472.320312
	Iteration 54Q: 3 clusters Score -1.118998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -11189975.000000 Penalty: 5472.320312
	Iteration 55Q: 3 clusters Score -1.118998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -11189975.000000 Penalty: 5472.320312
	Iteration 56Q: 3 clusters Score -1.118998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -11189972.000000 Penalty: 5472.320312
	Iteration 57Q: 3 clusters Score -1.118997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -11189972.000000 Penalty: 5472.320312
	Iteration 58F: 3 clusters Score -1.118997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21392 members 
Mstep: Class 3 contains 46427 members 
Mstep: Class 4 contains 57567 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 4310 members 
Mstep: Class 11 contains 3120 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 16 contains 49823 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 72559 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 54357 members 
Mstep: Class 21 contains 78966 members 
Mstep: Class 22 contains 60110 members 
Entering Unmasked Estep 
Score: -106562008.000000 Penalty: 65864.742188
Splitting cluster 10 changes total score from -106539832.000000 to -106562008.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (3120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Entering Unmasked Estep 
Score: -530062.937500 Penalty: 1995.305908
	Iteration 0F: 2 clusters Score -530062.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -526769.562500 Penalty: 3990.611816
	Iteration 0F: 3 clusters Score -526769.6 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -527749.312500 Penalty: 3990.611816
	Iteration 1F: 3 clusters Score -527749.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -528790.187500 Penalty: 3990.611816
	Iteration 2F: 3 clusters Score -528790.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -530681.312500 Penalty: 3990.611816
	Iteration 3F: 3 clusters Score -530681.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -531670.187500 Penalty: 3990.611816
	Iteration 4F: 3 clusters Score -531670.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -531905.062500 Penalty: 3990.611816
	Iteration 5F: 3 clusters Score -531905.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -531970.062500 Penalty: 3990.611816
	Iteration 6Q: 3 clusters Score -531970.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -531998.312500 Penalty: 3990.611816
	Iteration 7Q: 3 clusters Score -531998.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -532013.500000 Penalty: 3990.611816
	Iteration 8Q: 3 clusters Score -532013.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -532019.687500 Penalty: 3990.611816
	Iteration 9Q: 3 clusters Score -532019.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -532022.125000 Penalty: 3990.611816
	Iteration 10Q: 3 clusters Score -532022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -532023.187500 Penalty: 3990.611816
	Iteration 11Q: 3 clusters Score -532023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -532023.937500 Penalty: 3990.611816
	Iteration 12Q: 3 clusters Score -532023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -532023.562500 Penalty: 3990.611816
	Iteration 13Q: 3 clusters Score -532023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -532023.562500 Penalty: 3990.611816
	Iteration 14F: 3 clusters Score -532023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21392 members 
Mstep: Class 3 contains 46427 members 
Mstep: Class 4 contains 57567 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 4310 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 16 contains 49823 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 72559 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 54357 members 
Mstep: Class 21 contains 78966 members 
Mstep: Class 22 contains 60110 members 
Entering Unmasked Estep 
Score: -106562728.000000 Penalty: 69157.984375
Splitting cluster 11 changes total score from -106539832.000000 to -106562728.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 12 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -106696.539062 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -106696.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -105079.515625 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -105079.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105377.523438 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -105377.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -105496.000000 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -105496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -105588.250000 Penalty: 3214.862061
	Iteration 3Q: 3 clusters Score -105588.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -105671.429688 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -105671.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -105749.679688 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -105749.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -105846.335938 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -105846.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -105889.226562 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -105889.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105924.492188 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -105924.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105940.171875 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -105940.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105960.265625 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -105960.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -105970.265625 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -105970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -105976.562500 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -105976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -105982.656250 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -105982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -105985.789062 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -105985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105987.718750 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -105987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -105989.515625 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -105989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -105991.117188 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -105991.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -105991.117188 Penalty: 3214.862061
	Iteration 18F: 3 clusters Score -105991.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Entering Unmasked Estep 
Score: -2020930.250000 Penalty: 2303.457275
	Iteration 0F: 2 clusters Score -2020930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2012860.000000 Penalty: 4606.914551
	Iteration 0F: 3 clusters Score -2012860 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2015284.125000 Penalty: 4606.914551
	Iteration 1F: 3 clusters Score -2015284 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2015565.000000 Penalty: 4606.914551
	Iteration 2F: 3 clusters Score -2015565 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2015773.375000 Penalty: 4606.914551
	Iteration 3Q: 3 clusters Score -2015773 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2015917.750000 Penalty: 4606.914551
	Iteration 4Q: 3 clusters Score -2015918 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2016018.875000 Penalty: 4606.914551
	Iteration 5Q: 3 clusters Score -2016019 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2016104.000000 Penalty: 4606.914551
	Iteration 6Q: 3 clusters Score -2016104 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2016187.250000 Penalty: 4606.914551
	Iteration 7Q: 3 clusters Score -2016187 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2016268.250000 Penalty: 4606.914551
	Iteration 8Q: 3 clusters Score -2016268 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2016348.625000 Penalty: 4606.914551
	Iteration 9Q: 3 clusters Score -2016349 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2016442.500000 Penalty: 4606.914551
	Iteration 10Q: 3 clusters Score -2016442 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2016538.625000 Penalty: 4606.914551
	Iteration 11Q: 3 clusters Score -2016539 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2016673.250000 Penalty: 4606.914551
	Iteration 12Q: 3 clusters Score -2016673 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2016834.875000 Penalty: 4606.914551
	Iteration 13Q: 3 clusters Score -2016835 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2017007.375000 Penalty: 4606.914551
	Iteration 14Q: 3 clusters Score -2017007 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2017188.500000 Penalty: 4606.914551
	Iteration 15Q: 3 clusters Score -2017188 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2017389.875000 Penalty: 4606.914551
	Iteration 16Q: 3 clusters Score -2017390 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2017624.000000 Penalty: 4606.914551
	Iteration 17Q: 3 clusters Score -2017624 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2017860.125000 Penalty: 4606.914551
	Iteration 18Q: 3 clusters Score -2017860 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2018098.625000 Penalty: 4606.914551
	Iteration 19Q: 3 clusters Score -2018099 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2018293.875000 Penalty: 4606.914551
	Iteration 20F: 3 clusters Score -2018294 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2018470.125000 Penalty: 4606.914551
	Iteration 21Q: 3 clusters Score -2018470 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2018592.500000 Penalty: 4606.914551
	Iteration 22Q: 3 clusters Score -2018592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2018682.250000 Penalty: 4606.914551
	Iteration 23Q: 3 clusters Score -2018682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2018736.250000 Penalty: 4606.914551
	Iteration 24Q: 3 clusters Score -2018736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2018776.250000 Penalty: 4606.914551
	Iteration 25Q: 3 clusters Score -2018776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2018810.000000 Penalty: 4606.914551
	Iteration 26Q: 3 clusters Score -2018810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2018836.125000 Penalty: 4606.914551
	Iteration 27Q: 3 clusters Score -2018836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2018853.000000 Penalty: 4606.914551
	Iteration 28Q: 3 clusters Score -2018853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2018870.125000 Penalty: 4606.914551
	Iteration 29Q: 3 clusters Score -2018870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2018890.000000 Penalty: 4606.914551
	Iteration 30Q: 3 clusters Score -2018890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2018900.500000 Penalty: 4606.914551
	Iteration 31Q: 3 clusters Score -2018900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2018913.750000 Penalty: 4606.914551
	Iteration 32Q: 3 clusters Score -2018914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2018917.500000 Penalty: 4606.914551
	Iteration 33Q: 3 clusters Score -2018918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2018921.875000 Penalty: 4606.914551
	Iteration 34Q: 3 clusters Score -2018922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2018925.000000 Penalty: 4606.914551
	Iteration 35Q: 3 clusters Score -2018925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2018927.875000 Penalty: 4606.914551
	Iteration 36Q: 3 clusters Score -2018928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2018934.875000 Penalty: 4606.914551
	Iteration 37Q: 3 clusters Score -2018935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2018939.500000 Penalty: 4606.914551
	Iteration 38Q: 3 clusters Score -2018940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2018951.625000 Penalty: 4606.914551
	Iteration 39Q: 3 clusters Score -2018952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2018961.125000 Penalty: 4606.914551
	Iteration 40F: 3 clusters Score -2018961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2018964.125000 Penalty: 4606.914551
	Iteration 41Q: 3 clusters Score -2018964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2018966.625000 Penalty: 4606.914551
	Iteration 42Q: 3 clusters Score -2018967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2018968.125000 Penalty: 4606.914551
	Iteration 43Q: 3 clusters Score -2018968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2018973.000000 Penalty: 4606.914551
	Iteration 44Q: 3 clusters Score -2018973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2018976.125000 Penalty: 4606.914551
	Iteration 45Q: 3 clusters Score -2018976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2018976.125000 Penalty: 4606.914551
	Iteration 46F: 3 clusters Score -2018976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Entering Unmasked Estep 
Score: -9212215.000000 Penalty: 2682.425537
	Iteration 0F: 2 clusters Score -9212215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -9185657.000000 Penalty: 5364.851074
	Iteration 0F: 3 clusters Score -9185657 nChanged 22975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -9198599.000000 Penalty: 5364.851074
	Iteration 1F: 3 clusters Score -9198599 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -9199383.000000 Penalty: 5364.851074
	Iteration 2Q: 3 clusters Score -9199383 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -9200363.000000 Penalty: 5364.851074
	Iteration 3Q: 3 clusters Score -9200363 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -9201496.000000 Penalty: 5364.851074
	Iteration 4Q: 3 clusters Score -9201496 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -9202992.000000 Penalty: 5364.851074
	Iteration 5F: 3 clusters Score -9202992 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -9204984.000000 Penalty: 5364.851074
	Iteration 6F: 3 clusters Score -9204984 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -9207485.000000 Penalty: 5364.851074
	Iteration 7F: 3 clusters Score -9207485 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -9209745.000000 Penalty: 5364.851074
	Iteration 8F: 3 clusters Score -9209745 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -9211280.000000 Penalty: 5364.851074
	Iteration 9F: 3 clusters Score -9211280 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -9212058.000000 Penalty: 5364.851074
	Iteration 10Q: 3 clusters Score -9212058 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -9212452.000000 Penalty: 5364.851074
	Iteration 11Q: 3 clusters Score -9212452 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -9212821.000000 Penalty: 5364.851074
	Iteration 12Q: 3 clusters Score -9212821 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -9213088.000000 Penalty: 5364.851074
	Iteration 13Q: 3 clusters Score -9213088 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -9213301.000000 Penalty: 5364.851074
	Iteration 14Q: 3 clusters Score -9213301 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -9213518.000000 Penalty: 5364.851074
	Iteration 15Q: 3 clusters Score -9213518 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -9213708.000000 Penalty: 5364.851074
	Iteration 16Q: 3 clusters Score -9213708 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -9213829.000000 Penalty: 5364.851074
	Iteration 17Q: 3 clusters Score -9213829 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -9213994.000000 Penalty: 5364.851074
	Iteration 18Q: 3 clusters Score -9213994 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -9214137.000000 Penalty: 5364.851074
	Iteration 19Q: 3 clusters Score -9214137 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -9214259.000000 Penalty: 5364.851074
	Iteration 20F: 3 clusters Score -9214259 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -9214383.000000 Penalty: 5364.851074
	Iteration 21Q: 3 clusters Score -9214383 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -9214473.000000 Penalty: 5364.851074
	Iteration 22Q: 3 clusters Score -9214473 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -9214603.000000 Penalty: 5364.851074
	Iteration 23Q: 3 clusters Score -9214603 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -9214726.000000 Penalty: 5364.851074
	Iteration 24Q: 3 clusters Score -9214726 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -9214830.000000 Penalty: 5364.851074
	Iteration 25Q: 3 clusters Score -9214830 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -9214913.000000 Penalty: 5364.851074
	Iteration 26Q: 3 clusters Score -9214913 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -9215010.000000 Penalty: 5364.851074
	Iteration 27Q: 3 clusters Score -9215010 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -9215111.000000 Penalty: 5364.851074
	Iteration 28Q: 3 clusters Score -9215111 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -9215229.000000 Penalty: 5364.851074
	Iteration 29Q: 3 clusters Score -9215229 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -9215341.000000 Penalty: 5364.851074
	Iteration 30Q: 3 clusters Score -9215341 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -9215482.000000 Penalty: 5364.851074
	Iteration 31Q: 3 clusters Score -9215482 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -9215589.000000 Penalty: 5364.851074
	Iteration 32Q: 3 clusters Score -9215589 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -9215692.000000 Penalty: 5364.851074
	Iteration 33Q: 3 clusters Score -9215692 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -9215809.000000 Penalty: 5364.851074
	Iteration 34Q: 3 clusters Score -9215809 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -9215955.000000 Penalty: 5364.851074
	Iteration 35Q: 3 clusters Score -9215955 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -9216025.000000 Penalty: 5364.851074
	Iteration 36Q: 3 clusters Score -9216025 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -9216070.000000 Penalty: 5364.851074
	Iteration 37Q: 3 clusters Score -9216070 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -9215968.000000 Penalty: 5364.851074
	Iteration 38Q: 3 clusters Score -9215968 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -9215792.000000 Penalty: 5364.851074
	Iteration 39Q: 3 clusters Score -9215792 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -9215532.000000 Penalty: 5364.851074
	Iteration 40F: 3 clusters Score -9215532 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -9215131.000000 Penalty: 5364.851074
	Iteration 41Q: 3 clusters Score -9215131 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -9214642.000000 Penalty: 5364.851074
	Iteration 42Q: 3 clusters Score -9214642 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -9214191.000000 Penalty: 5364.851074
	Iteration 43Q: 3 clusters Score -9214191 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -9213762.000000 Penalty: 5364.851074
	Iteration 44Q: 3 clusters Score -9213762 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -9213339.000000 Penalty: 5364.851074
	Iteration 45Q: 3 clusters Score -9213339 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -9213024.000000 Penalty: 5364.851074
	Iteration 46Q: 3 clusters Score -9213024 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -9212848.000000 Penalty: 5364.851074
	Iteration 47Q: 3 clusters Score -9212848 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -9212682.000000 Penalty: 5364.851074
	Iteration 48Q: 3 clusters Score -9212682 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -9212553.000000 Penalty: 5364.851074
	Iteration 49Q: 3 clusters Score -9212553 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -9212409.000000 Penalty: 5364.851074
	Iteration 50Q: 3 clusters Score -9212409 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -9212350.000000 Penalty: 5364.851074
	Iteration 51Q: 3 clusters Score -9212350 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -9212294.000000 Penalty: 5364.851074
	Iteration 52Q: 3 clusters Score -9212294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -9212260.000000 Penalty: 5364.851074
	Iteration 53Q: 3 clusters Score -9212260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -9212226.000000 Penalty: 5364.851074
	Iteration 54Q: 3 clusters Score -9212226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -9212185.000000 Penalty: 5364.851074
	Iteration 55Q: 3 clusters Score -9212185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -9212162.000000 Penalty: 5364.851074
	Iteration 56Q: 3 clusters Score -9212162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -9212125.000000 Penalty: 5364.851074
	Iteration 57Q: 3 clusters Score -9212125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -9212119.000000 Penalty: 5364.851074
	Iteration 58Q: 3 clusters Score -9212119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -9212108.000000 Penalty: 5364.851074
	Iteration 59Q: 3 clusters Score -9212108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -9212097.000000 Penalty: 5364.851074
	Iteration 60F: 3 clusters Score -9212097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -9212076.000000 Penalty: 5364.851074
	Iteration 61Q: 3 clusters Score -9212076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -9212077.000000 Penalty: 5364.851074
	Iteration 62Q: 3 clusters Score -9212077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -9212061.000000 Penalty: 5364.851074
	Iteration 63Q: 3 clusters Score -9212061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -9212068.000000 Penalty: 5364.851074
	Iteration 64Q: 3 clusters Score -9212068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -9212057.000000 Penalty: 5364.851074
	Iteration 65Q: 3 clusters Score -9212057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -9212059.000000 Penalty: 5364.851074
	Iteration 66Q: 3 clusters Score -9212059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -9212049.000000 Penalty: 5364.851074
	Iteration 67Q: 3 clusters Score -9212049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -9212046.000000 Penalty: 5364.851074
	Iteration 68Q: 3 clusters Score -9212046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -9212039.000000 Penalty: 5364.851074
	Iteration 69Q: 3 clusters Score -9212039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -9212039.000000 Penalty: 5364.851074
	Iteration 70F: 3 clusters Score -9212039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -145045.343750 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -145045.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -143269.781250 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -143269.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -143637.218750 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -143637.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -143765.718750 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -143765.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -143840.609375 Penalty: 3337.992676
	Iteration 3Q: 3 clusters Score -143840.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -143876.156250 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -143876.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -143899.171875 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -143899.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -143928.953125 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -143929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -143947.046875 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -143947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -143955.484375 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -143955.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -143967.734375 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -143967.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -143983.765625 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -143983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -144001.281250 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -144001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -144024.500000 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -144024.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -144042.078125 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -144042.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144060.390625 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -144060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144068.640625 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -144068.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144086.406250 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -144086.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144131.546875 Penalty: 3337.992676
	Iteration 17Q: 3 clusters Score -144131.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -144171.046875 Penalty: 3337.992676
	Iteration 18Q: 3 clusters Score -144171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -144201.968750 Penalty: 3337.992676
	Iteration 19Q: 3 clusters Score -144202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -144272.343750 Penalty: 3337.992676
	Iteration 20F: 3 clusters Score -144272.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144308.687500 Penalty: 3337.992676
	Iteration 21Q: 3 clusters Score -144308.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -144339.812500 Penalty: 3337.992676
	Iteration 22Q: 3 clusters Score -144339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -144382.171875 Penalty: 3337.992676
	Iteration 23Q: 3 clusters Score -144382.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -144435.593750 Penalty: 3337.992676
	Iteration 24Q: 3 clusters Score -144435.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144487.359375 Penalty: 3337.992676
	Iteration 25Q: 3 clusters Score -144487.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144571.015625 Penalty: 3337.992676
	Iteration 26Q: 3 clusters Score -144571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144679.937500 Penalty: 3337.992676
	Iteration 27Q: 3 clusters Score -144679.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144812.468750 Penalty: 3337.992676
	Iteration 28Q: 3 clusters Score -144812.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -144931.218750 Penalty: 3337.992676
	Iteration 29Q: 3 clusters Score -144931.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144975.015625 Penalty: 3337.992676
	Iteration 30Q: 3 clusters Score -144975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144985.421875 Penalty: 3337.992676
	Iteration 31Q: 3 clusters Score -144985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -144989.875000 Penalty: 3337.992676
	Iteration 32Q: 3 clusters Score -144989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -144990.687500 Penalty: 3337.992676
	Iteration 33Q: 3 clusters Score -144990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145004.218750 Penalty: 3337.992676
	Iteration 34F: 3 clusters Score -145004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145039.984375 Penalty: 3337.992676
	Iteration 35Q: 3 clusters Score -145040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -145052.015625 Penalty: 3337.992676
	Iteration 36Q: 3 clusters Score -145052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145064.484375 Penalty: 3337.992676
	Iteration 37Q: 3 clusters Score -145064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -145068.781250 Penalty: 3337.992676
	Iteration 38Q: 3 clusters Score -145068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145072.437500 Penalty: 3337.992676
	Iteration 39Q: 3 clusters Score -145072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145072.437500 Penalty: 3337.992676
	Iteration 40F: 3 clusters Score -145072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21392 members 
Mstep: Class 3 contains 46427 members 
Mstep: Class 4 contains 57567 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 4310 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 49823 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 72559 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 54357 members 
Mstep: Class 21 contains 78966 members 
Mstep: Class 22 contains 60110 members 
Entering Unmasked Estep 
Score: -106561200.000000 Penalty: 72451.218750
Splitting cluster 17 changes total score from -106539832.000000 to -106561200.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 18 (72559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Entering Unmasked Estep 
Score: -13453480.000000 Penalty: 2775.654297
	Iteration 0F: 2 clusters Score -1.345348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -13434751.000000 Penalty: 5551.308594
	Iteration 0F: 3 clusters Score -1.343475e+07 nChanged 33925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -13453931.000000 Penalty: 5551.308594
	Iteration 1F: 3 clusters Score -1.345393e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -13454670.000000 Penalty: 5551.308594
	Iteration 2Q: 3 clusters Score -1.345467e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -13455590.000000 Penalty: 5551.308594
	Iteration 3Q: 3 clusters Score -1.345559e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -13456657.000000 Penalty: 5551.308594
	Iteration 4Q: 3 clusters Score -1.345666e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -13458074.000000 Penalty: 5551.308594
	Iteration 5Q: 3 clusters Score -1.345807e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -13460161.000000 Penalty: 5551.308594
	Iteration 6Q: 3 clusters Score -1.346016e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -13462917.000000 Penalty: 5551.308594
	Iteration 7F: 3 clusters Score -1.346292e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -13466294.000000 Penalty: 5551.308594
	Iteration 8F: 3 clusters Score -1.346629e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -13469108.000000 Penalty: 5551.308594
	Iteration 9F: 3 clusters Score -1.346911e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -13470609.000000 Penalty: 5551.308594
	Iteration 10Q: 3 clusters Score -1.347061e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -13471207.000000 Penalty: 5551.308594
	Iteration 11Q: 3 clusters Score -1.347121e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -13471474.000000 Penalty: 5551.308594
	Iteration 12Q: 3 clusters Score -1.347147e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -13471588.000000 Penalty: 5551.308594
	Iteration 13Q: 3 clusters Score -1.347159e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -13471803.000000 Penalty: 5551.308594
	Iteration 14Q: 3 clusters Score -1.34718e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -13472012.000000 Penalty: 5551.308594
	Iteration 15Q: 3 clusters Score -1.347201e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -13472185.000000 Penalty: 5551.308594
	Iteration 16Q: 3 clusters Score -1.347218e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -13472328.000000 Penalty: 5551.308594
	Iteration 17Q: 3 clusters Score -1.347233e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -13472583.000000 Penalty: 5551.308594
	Iteration 18Q: 3 clusters Score -1.347258e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -13472807.000000 Penalty: 5551.308594
	Iteration 19Q: 3 clusters Score -1.347281e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -13473135.000000 Penalty: 5551.308594
	Iteration 20F: 3 clusters Score -1.347314e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -13473329.000000 Penalty: 5551.308594
	Iteration 21Q: 3 clusters Score -1.347333e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -13473639.000000 Penalty: 5551.308594
	Iteration 22Q: 3 clusters Score -1.347364e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -13473811.000000 Penalty: 5551.308594
	Iteration 23Q: 3 clusters Score -1.347381e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -13473985.000000 Penalty: 5551.308594
	Iteration 24Q: 3 clusters Score -1.347398e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -13474115.000000 Penalty: 5551.308594
	Iteration 25Q: 3 clusters Score -1.347412e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -13474236.000000 Penalty: 5551.308594
	Iteration 26Q: 3 clusters Score -1.347424e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -13474302.000000 Penalty: 5551.308594
	Iteration 27Q: 3 clusters Score -1.34743e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -13474335.000000 Penalty: 5551.308594
	Iteration 28Q: 3 clusters Score -1.347434e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -13474406.000000 Penalty: 5551.308594
	Iteration 29Q: 3 clusters Score -1.347441e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -13474475.000000 Penalty: 5551.308594
	Iteration 30Q: 3 clusters Score -1.347448e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -13474432.000000 Penalty: 5551.308594
	Iteration 31Q: 3 clusters Score -1.347443e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -13474414.000000 Penalty: 5551.308594
	Iteration 32Q: 3 clusters Score -1.347441e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -13474375.000000 Penalty: 5551.308594
	Iteration 33Q: 3 clusters Score -1.347438e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -13474285.000000 Penalty: 5551.308594
	Iteration 34Q: 3 clusters Score -1.347428e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -13474255.000000 Penalty: 5551.308594
	Iteration 35Q: 3 clusters Score -1.347426e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -13474109.000000 Penalty: 5551.308594
	Iteration 36Q: 3 clusters Score -1.347411e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -13473978.000000 Penalty: 5551.308594
	Iteration 37Q: 3 clusters Score -1.347398e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -13473799.000000 Penalty: 5551.308594
	Iteration 38Q: 3 clusters Score -1.34738e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -13473683.000000 Penalty: 5551.308594
	Iteration 39Q: 3 clusters Score -1.347368e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -13473523.000000 Penalty: 5551.308594
	Iteration 40F: 3 clusters Score -1.347352e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -13473441.000000 Penalty: 5551.308594
	Iteration 41Q: 3 clusters Score -1.347344e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -13473360.000000 Penalty: 5551.308594
	Iteration 42Q: 3 clusters Score -1.347336e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -13473199.000000 Penalty: 5551.308594
	Iteration 43Q: 3 clusters Score -1.34732e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -13473080.000000 Penalty: 5551.308594
	Iteration 44Q: 3 clusters Score -1.347308e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -13472967.000000 Penalty: 5551.308594
	Iteration 45Q: 3 clusters Score -1.347297e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -13472884.000000 Penalty: 5551.308594
	Iteration 46Q: 3 clusters Score -1.347288e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -13472827.000000 Penalty: 5551.308594
	Iteration 47Q: 3 clusters Score -1.347283e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -13472780.000000 Penalty: 5551.308594
	Iteration 48Q: 3 clusters Score -1.347278e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -13472740.000000 Penalty: 5551.308594
	Iteration 49Q: 3 clusters Score -1.347274e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -13472700.000000 Penalty: 5551.308594
	Iteration 50Q: 3 clusters Score -1.34727e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -13472701.000000 Penalty: 5551.308594
	Iteration 51Q: 3 clusters Score -1.34727e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -13472722.000000 Penalty: 5551.308594
	Iteration 52Q: 3 clusters Score -1.347272e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -13472731.000000 Penalty: 5551.308594
	Iteration 53Q: 3 clusters Score -1.347273e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -13472729.000000 Penalty: 5551.308594
	Iteration 54Q: 3 clusters Score -1.347273e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -13472742.000000 Penalty: 5551.308594
	Iteration 55Q: 3 clusters Score -1.347274e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -13472713.000000 Penalty: 5551.308594
	Iteration 56Q: 3 clusters Score -1.347271e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -13472731.000000 Penalty: 5551.308594
	Iteration 57Q: 3 clusters Score -1.347273e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -13472744.000000 Penalty: 5551.308594
	Iteration 58Q: 3 clusters Score -1.347274e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -13472785.000000 Penalty: 5551.308594
	Iteration 59Q: 3 clusters Score -1.347278e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -13472834.000000 Penalty: 5551.308594
	Iteration 60F: 3 clusters Score -1.347283e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -13472838.000000 Penalty: 5551.308594
	Iteration 61Q: 3 clusters Score -1.347284e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -13472815.000000 Penalty: 5551.308594
	Iteration 62Q: 3 clusters Score -1.347282e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -13472824.000000 Penalty: 5551.308594
	Iteration 63Q: 3 clusters Score -1.347282e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -13472821.000000 Penalty: 5551.308594
	Iteration 64Q: 3 clusters Score -1.347282e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -13472825.000000 Penalty: 5551.308594
	Iteration 65Q: 3 clusters Score -1.347282e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -13472831.000000 Penalty: 5551.308594
	Iteration 66Q: 3 clusters Score -1.347283e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -13472852.000000 Penalty: 5551.308594
	Iteration 67Q: 3 clusters Score -1.347285e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -13472863.000000 Penalty: 5551.308594
	Iteration 68Q: 3 clusters Score -1.347286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -13472884.000000 Penalty: 5551.308594
	Iteration 69Q: 3 clusters Score -1.347288e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -13472885.000000 Penalty: 5551.308594
	Iteration 70Q: 3 clusters Score -1.347288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -13472889.000000 Penalty: 5551.308594
	Iteration 71Q: 3 clusters Score -1.347289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -13472906.000000 Penalty: 5551.308594
	Iteration 72Q: 3 clusters Score -1.347291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -13472915.000000 Penalty: 5551.308594
	Iteration 73Q: 3 clusters Score -1.347292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -13472920.000000 Penalty: 5551.308594
	Iteration 74Q: 3 clusters Score -1.347292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -13472917.000000 Penalty: 5551.308594
	Iteration 75Q: 3 clusters Score -1.347292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -13472917.000000 Penalty: 5551.308594
	Iteration 76Q: 3 clusters Score -1.347292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -13472946.000000 Penalty: 5551.308594
	Iteration 77Q: 3 clusters Score -1.347295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -13472951.000000 Penalty: 5551.308594
	Iteration 78Q: 3 clusters Score -1.347295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -13472952.000000 Penalty: 5551.308594
	Iteration 79Q: 3 clusters Score -1.347295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -13472944.000000 Penalty: 5551.308594
	Iteration 80F: 3 clusters Score -1.347294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -13472953.000000 Penalty: 5551.308594
	Iteration 81Q: 3 clusters Score -1.347295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -13472955.000000 Penalty: 5551.308594
	Iteration 82Q: 3 clusters Score -1.347296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -13472960.000000 Penalty: 5551.308594
	Iteration 83Q: 3 clusters Score -1.347296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -13472957.000000 Penalty: 5551.308594
	Iteration 84Q: 3 clusters Score -1.347296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -13472964.000000 Penalty: 5551.308594
	Iteration 85Q: 3 clusters Score -1.347296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -13472958.000000 Penalty: 5551.308594
	Iteration 86Q: 3 clusters Score -1.347296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -13472981.000000 Penalty: 5551.308594
	Iteration 87Q: 3 clusters Score -1.347298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -13472985.000000 Penalty: 5551.308594
	Iteration 88Q: 3 clusters Score -1.347298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -13472979.000000 Penalty: 5551.308594
	Iteration 89Q: 3 clusters Score -1.347298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -13472995.000000 Penalty: 5551.308594
	Iteration 90Q: 3 clusters Score -1.3473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -13472990.000000 Penalty: 5551.308594
	Iteration 91Q: 3 clusters Score -1.347299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -13472997.000000 Penalty: 5551.308594
	Iteration 92Q: 3 clusters Score -1.3473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -13472991.000000 Penalty: 5551.308594
	Iteration 93Q: 3 clusters Score -1.347299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -13472977.000000 Penalty: 5551.308594
	Iteration 94Q: 3 clusters Score -1.347298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -13472973.000000 Penalty: 5551.308594
	Iteration 95Q: 3 clusters Score -1.347297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -13472992.000000 Penalty: 5551.308594
	Iteration 96Q: 3 clusters Score -1.347299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -13472992.000000 Penalty: 5551.308594
	Iteration 97Q: 3 clusters Score -1.347299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -13472984.000000 Penalty: 5551.308594
	Iteration 98Q: 3 clusters Score -1.347298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -13472993.000000 Penalty: 5551.308594
	Iteration 99Q: 3 clusters Score -1.347299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -13472981.000000 Penalty: 5551.308594
	Iteration 100F: 3 clusters Score -1.347298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -13472999.000000 Penalty: 5551.308594
	Iteration 101Q: 3 clusters Score -1.3473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -13473006.000000 Penalty: 5551.308594
	Iteration 102Q: 3 clusters Score -1.347301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -13473018.000000 Penalty: 5551.308594
	Iteration 103Q: 3 clusters Score -1.347302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -13473015.000000 Penalty: 5551.308594
	Iteration 104Q: 3 clusters Score -1.347302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -13473020.000000 Penalty: 5551.308594
	Iteration 105Q: 3 clusters Score -1.347302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -13473023.000000 Penalty: 5551.308594
	Iteration 106Q: 3 clusters Score -1.347302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -13473014.000000 Penalty: 5551.308594
	Iteration 107Q: 3 clusters Score -1.347301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -13473020.000000 Penalty: 5551.308594
	Iteration 108Q: 3 clusters Score -1.347302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -13473020.000000 Penalty: 5551.308594
	Iteration 109F: 3 clusters Score -1.347302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21392 members 
Mstep: Class 3 contains 46427 members 
Mstep: Class 4 contains 57567 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 4310 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 49823 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 29036 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 54357 members 
Mstep: Class 21 contains 78966 members 
Mstep: Class 22 contains 60110 members 
Mstep: Class 23 contains 43523 members 
Entering Unmasked Estep 
Score: -106580448.000000 Penalty: 75744.453125
Splitting cluster 18 changes total score from -106539832.000000 to -106580448.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -231269.531250 Penalty: 1842.226685
	Iteration 0F: 2 clusters Score -231269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -229086.093750 Penalty: 3684.453369
	Iteration 0F: 3 clusters Score -229086.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -230154.218750 Penalty: 3684.453369
	Iteration 1F: 3 clusters Score -230154.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -230805.125000 Penalty: 3684.453369
	Iteration 2F: 3 clusters Score -230805.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -231232.062500 Penalty: 3684.453369
	Iteration 3F: 3 clusters Score -231232.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -231522.953125 Penalty: 3684.453369
	Iteration 4F: 3 clusters Score -231523 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -231653.406250 Penalty: 3684.453369
	Iteration 5Q: 3 clusters Score -231653.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -231762.250000 Penalty: 3684.453369
	Iteration 6Q: 3 clusters Score -231762.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231868.921875 Penalty: 3684.453369
	Iteration 7Q: 3 clusters Score -231868.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -232034.671875 Penalty: 3684.453369
	Iteration 8Q: 3 clusters Score -232034.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -232155.031250 Penalty: 3684.453369
	Iteration 9Q: 3 clusters Score -232155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -232217.265625 Penalty: 3684.453369
	Iteration 10Q: 3 clusters Score -232217.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -232268.906250 Penalty: 3684.453369
	Iteration 11Q: 3 clusters Score -232268.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -232305.015625 Penalty: 3684.453369
	Iteration 12Q: 3 clusters Score -232305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -232330.296875 Penalty: 3684.453369
	Iteration 13Q: 3 clusters Score -232330.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -232351.718750 Penalty: 3684.453369
	Iteration 14Q: 3 clusters Score -232351.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -232372.140625 Penalty: 3684.453369
	Iteration 15Q: 3 clusters Score -232372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -232384.296875 Penalty: 3684.453369
	Iteration 16Q: 3 clusters Score -232384.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -232389.296875 Penalty: 3684.453369
	Iteration 17Q: 3 clusters Score -232389.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -232391.703125 Penalty: 3684.453369
	Iteration 18Q: 3 clusters Score -232391.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -232394.828125 Penalty: 3684.453369
	Iteration 19Q: 3 clusters Score -232394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -232446.140625 Penalty: 3684.453369
	Iteration 20F: 3 clusters Score -232446.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -232545.906250 Penalty: 3684.453369
	Iteration 21Q: 3 clusters Score -232545.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -232642.562500 Penalty: 3684.453369
	Iteration 22Q: 3 clusters Score -232642.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -232747.234375 Penalty: 3684.453369
	Iteration 23Q: 3 clusters Score -232747.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -232949.531250 Penalty: 3684.453369
	Iteration 24Q: 3 clusters Score -232949.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -233077.390625 Penalty: 3684.453369
	Iteration 25Q: 3 clusters Score -233077.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -233157.546875 Penalty: 3684.453369
	Iteration 26Q: 3 clusters Score -233157.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -233204.625000 Penalty: 3684.453369
	Iteration 27Q: 3 clusters Score -233204.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -233223.703125 Penalty: 3684.453369
	Iteration 28Q: 3 clusters Score -233223.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -233254.453125 Penalty: 3684.453369
	Iteration 29Q: 3 clusters Score -233254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -233272.203125 Penalty: 3684.453369
	Iteration 30Q: 3 clusters Score -233272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -233289.578125 Penalty: 3684.453369
	Iteration 31Q: 3 clusters Score -233289.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -233328.375000 Penalty: 3684.453369
	Iteration 32Q: 3 clusters Score -233328.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -233349.375000 Penalty: 3684.453369
	Iteration 33Q: 3 clusters Score -233349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -233366.234375 Penalty: 3684.453369
	Iteration 34Q: 3 clusters Score -233366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -233371.500000 Penalty: 3684.453369
	Iteration 35Q: 3 clusters Score -233371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -233378.578125 Penalty: 3684.453369
	Iteration 36Q: 3 clusters Score -233378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -233380.296875 Penalty: 3684.453369
	Iteration 37Q: 3 clusters Score -233380.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -233383.078125 Penalty: 3684.453369
	Iteration 38Q: 3 clusters Score -233383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -233386.375000 Penalty: 3684.453369
	Iteration 39Q: 3 clusters Score -233386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -233402.937500 Penalty: 3684.453369
	Iteration 40F: 3 clusters Score -233402.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -233453.156250 Penalty: 3684.453369
	Iteration 41Q: 3 clusters Score -233453.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -233513.562500 Penalty: 3684.453369
	Iteration 42Q: 3 clusters Score -233513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -233582.000000 Penalty: 3684.453369
	Iteration 43Q: 3 clusters Score -233582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -233636.312500 Penalty: 3684.453369
	Iteration 44Q: 3 clusters Score -233636.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -233679.015625 Penalty: 3684.453369
	Iteration 45Q: 3 clusters Score -233679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -233715.750000 Penalty: 3684.453369
	Iteration 46Q: 3 clusters Score -233715.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -233729.859375 Penalty: 3684.453369
	Iteration 47Q: 3 clusters Score -233729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -233738.968750 Penalty: 3684.453369
	Iteration 48Q: 3 clusters Score -233739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -233745.750000 Penalty: 3684.453369
	Iteration 49Q: 3 clusters Score -233745.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -233750.000000 Penalty: 3684.453369
	Iteration 50Q: 3 clusters Score -233750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -233755.984375 Penalty: 3684.453369
	Iteration 51Q: 3 clusters Score -233756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -233760.421875 Penalty: 3684.453369
	Iteration 52Q: 3 clusters Score -233760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -233762.265625 Penalty: 3684.453369
	Iteration 53Q: 3 clusters Score -233762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -233763.171875 Penalty: 3684.453369
	Iteration 54Q: 3 clusters Score -233763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -233763.171875 Penalty: 3684.453369
	Iteration 55F: 3 clusters Score -233763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21392 members 
Mstep: Class 3 contains 46427 members 
Mstep: Class 4 contains 57567 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 4310 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 49823 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 29036 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 54357 members 
Mstep: Class 21 contains 78966 members 
Mstep: Class 22 contains 60110 members 
Mstep: Class 23 contains 43523 members 
Mstep: Class 24 contains 862 members 
Entering Unmasked Estep 
Score: -106581384.000000 Penalty: 79037.695312
Splitting cluster 19 changes total score from -106539832.000000 to -106581384.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (54357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Entering Unmasked Estep 
Score: -10002156.000000 Penalty: 2704.025635
	Iteration 0F: 2 clusters Score -1.000216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -9971024.000000 Penalty: 5408.051270
	Iteration 0F: 3 clusters Score -9971024 nChanged 25185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -9984857.000000 Penalty: 5408.051270
	Iteration 1F: 3 clusters Score -9984857 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -9985314.000000 Penalty: 5408.051270
	Iteration 2Q: 3 clusters Score -9985314 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -9985847.000000 Penalty: 5408.051270
	Iteration 3Q: 3 clusters Score -9985847 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -9986386.000000 Penalty: 5408.051270
	Iteration 4Q: 3 clusters Score -9986386 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -9986919.000000 Penalty: 5408.051270
	Iteration 5Q: 3 clusters Score -9986919 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -9987655.000000 Penalty: 5408.051270
	Iteration 6Q: 3 clusters Score -9987655 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -9988692.000000 Penalty: 5408.051270
	Iteration 7Q: 3 clusters Score -9988692 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -9990412.000000 Penalty: 5408.051270
	Iteration 8F: 3 clusters Score -9990412 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -9992906.000000 Penalty: 5408.051270
	Iteration 9F: 3 clusters Score -9992906 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -9996084.000000 Penalty: 5408.051270
	Iteration 10F: 3 clusters Score -9996084 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -9998564.000000 Penalty: 5408.051270
	Iteration 11F: 3 clusters Score -9998564 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -9999705.000000 Penalty: 5408.051270
	Iteration 12F: 3 clusters Score -9999705 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -10000171.000000 Penalty: 5408.051270
	Iteration 13Q: 3 clusters Score -1.000017e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -10000178.000000 Penalty: 5408.051270
	Iteration 14Q: 3 clusters Score -1.000018e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -10000101.000000 Penalty: 5408.051270
	Iteration 15Q: 3 clusters Score -1.00001e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -10000043.000000 Penalty: 5408.051270
	Iteration 16Q: 3 clusters Score -1.000004e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -10000117.000000 Penalty: 5408.051270
	Iteration 17Q: 3 clusters Score -1.000012e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -10000210.000000 Penalty: 5408.051270
	Iteration 18Q: 3 clusters Score -1.000021e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -10000210.000000 Penalty: 5408.051270
	Iteration 19Q: 3 clusters Score -1.000021e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -10000216.000000 Penalty: 5408.051270
	Iteration 20F: 3 clusters Score -1.000022e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -10000200.000000 Penalty: 5408.051270
	Iteration 21Q: 3 clusters Score -1.00002e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -10000193.000000 Penalty: 5408.051270
	Iteration 22Q: 3 clusters Score -1.000019e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -10000202.000000 Penalty: 5408.051270
	Iteration 23Q: 3 clusters Score -1.00002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -10000185.000000 Penalty: 5408.051270
	Iteration 24Q: 3 clusters Score -1.000018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -10000193.000000 Penalty: 5408.051270
	Iteration 25Q: 3 clusters Score -1.000019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -10000189.000000 Penalty: 5408.051270
	Iteration 26Q: 3 clusters Score -1.000019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -10000200.000000 Penalty: 5408.051270
	Iteration 27Q: 3 clusters Score -1.00002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -10000197.000000 Penalty: 5408.051270
	Iteration 28Q: 3 clusters Score -1.00002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -10000205.000000 Penalty: 5408.051270
	Iteration 29Q: 3 clusters Score -1.00002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -10000202.000000 Penalty: 5408.051270
	Iteration 30Q: 3 clusters Score -1.00002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -10000203.000000 Penalty: 5408.051270
	Iteration 31Q: 3 clusters Score -1.00002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -10000199.000000 Penalty: 5408.051270
	Iteration 32Q: 3 clusters Score -1.00002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -10000201.000000 Penalty: 5408.051270
	Iteration 33Q: 3 clusters Score -1.00002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -10000195.000000 Penalty: 5408.051270
	Iteration 34Q: 3 clusters Score -1.00002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -10000200.000000 Penalty: 5408.051270
	Iteration 35Q: 3 clusters Score -1.00002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -10000205.000000 Penalty: 5408.051270
	Iteration 36Q: 3 clusters Score -1.00002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -10000200.000000 Penalty: 5408.051270
	Iteration 37Q: 3 clusters Score -1.00002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -10000205.000000 Penalty: 5408.051270
	Iteration 38Q: 3 clusters Score -1.00002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -10000197.000000 Penalty: 5408.051270
	Iteration 39Q: 3 clusters Score -1.00002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -10000202.000000 Penalty: 5408.051270
	Iteration 40F: 3 clusters Score -1.00002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -10000200.000000 Penalty: 5408.051270
	Iteration 41Q: 3 clusters Score -1.00002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -10000199.000000 Penalty: 5408.051270
	Iteration 42Q: 3 clusters Score -1.00002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -10000204.000000 Penalty: 5408.051270
	Iteration 43Q: 3 clusters Score -1.00002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -10000202.000000 Penalty: 5408.051270
	Iteration 44Q: 3 clusters Score -1.00002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -10000203.000000 Penalty: 5408.051270
	Iteration 45Q: 3 clusters Score -1.00002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -10000202.000000 Penalty: 5408.051270
	Iteration 46Q: 3 clusters Score -1.00002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -10000205.000000 Penalty: 5408.051270
	Iteration 47Q: 3 clusters Score -1.00002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -10000203.000000 Penalty: 5408.051270
	Iteration 48Q: 3 clusters Score -1.00002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -10000203.000000 Penalty: 5408.051270
	Iteration 49F: 3 clusters Score -1.00002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (78966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78966 members 
Entering Unmasked Estep 
Score: -14557721.000000 Penalty: 2796.639648
	Iteration 0F: 2 clusters Score -1.455772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -14530739.000000 Penalty: 5593.279297
	Iteration 0F: 3 clusters Score -1.453074e+07 nChanged 37256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -14551911.000000 Penalty: 5593.279297
	Iteration 1F: 3 clusters Score -1.455191e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -14552862.000000 Penalty: 5593.279297
	Iteration 2Q: 3 clusters Score -1.455286e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -14553571.000000 Penalty: 5593.279297
	Iteration 3F: 3 clusters Score -1.455357e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -14554348.000000 Penalty: 5593.279297
	Iteration 4F: 3 clusters Score -1.455435e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -14555709.000000 Penalty: 5593.279297
	Iteration 5F: 3 clusters Score -1.455571e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -14558298.000000 Penalty: 5593.279297
	Iteration 6F: 3 clusters Score -1.45583e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -14562301.000000 Penalty: 5593.279297
	Iteration 7F: 3 clusters Score -1.45623e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -14565649.000000 Penalty: 5593.279297
	Iteration 8F: 3 clusters Score -1.456565e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -14567356.000000 Penalty: 5593.279297
	Iteration 9Q: 3 clusters Score -1.456736e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -14568524.000000 Penalty: 5593.279297
	Iteration 10Q: 3 clusters Score -1.456852e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -14569315.000000 Penalty: 5593.279297
	Iteration 11Q: 3 clusters Score -1.456932e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -14569965.000000 Penalty: 5593.279297
	Iteration 12Q: 3 clusters Score -1.456996e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -14570602.000000 Penalty: 5593.279297
	Iteration 13Q: 3 clusters Score -1.45706e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -14571165.000000 Penalty: 5593.279297
	Iteration 14Q: 3 clusters Score -1.457116e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -14571642.000000 Penalty: 5593.279297
	Iteration 15Q: 3 clusters Score -1.457164e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -14572110.000000 Penalty: 5593.279297
	Iteration 16Q: 3 clusters Score -1.457211e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -14572515.000000 Penalty: 5593.279297
	Iteration 17Q: 3 clusters Score -1.457252e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -14572864.000000 Penalty: 5593.279297
	Iteration 18Q: 3 clusters Score -1.457286e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -14573144.000000 Penalty: 5593.279297
	Iteration 19Q: 3 clusters Score -1.457314e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -14573438.000000 Penalty: 5593.279297
	Iteration 20F: 3 clusters Score -1.457344e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -14573654.000000 Penalty: 5593.279297
	Iteration 21Q: 3 clusters Score -1.457365e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -14573848.000000 Penalty: 5593.279297
	Iteration 22Q: 3 clusters Score -1.457385e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -14573969.000000 Penalty: 5593.279297
	Iteration 23Q: 3 clusters Score -1.457397e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -14574063.000000 Penalty: 5593.279297
	Iteration 24Q: 3 clusters Score -1.457406e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -14574198.000000 Penalty: 5593.279297
	Iteration 25Q: 3 clusters Score -1.45742e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -14574333.000000 Penalty: 5593.279297
	Iteration 26Q: 3 clusters Score -1.457433e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -14574407.000000 Penalty: 5593.279297
	Iteration 27Q: 3 clusters Score -1.457441e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -14574535.000000 Penalty: 5593.279297
	Iteration 28Q: 3 clusters Score -1.457454e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -14574569.000000 Penalty: 5593.279297
	Iteration 29Q: 3 clusters Score -1.457457e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -14574623.000000 Penalty: 5593.279297
	Iteration 30Q: 3 clusters Score -1.457462e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -14574687.000000 Penalty: 5593.279297
	Iteration 31Q: 3 clusters Score -1.457469e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -14574708.000000 Penalty: 5593.279297
	Iteration 32Q: 3 clusters Score -1.457471e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -14574729.000000 Penalty: 5593.279297
	Iteration 33Q: 3 clusters Score -1.457473e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -14574759.000000 Penalty: 5593.279297
	Iteration 34Q: 3 clusters Score -1.457476e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -14574789.000000 Penalty: 5593.279297
	Iteration 35Q: 3 clusters Score -1.457479e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -14574805.000000 Penalty: 5593.279297
	Iteration 36Q: 3 clusters Score -1.45748e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -14574836.000000 Penalty: 5593.279297
	Iteration 37Q: 3 clusters Score -1.457484e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -14574834.000000 Penalty: 5593.279297
	Iteration 38Q: 3 clusters Score -1.457483e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -14574826.000000 Penalty: 5593.279297
	Iteration 39Q: 3 clusters Score -1.457483e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -14574845.000000 Penalty: 5593.279297
	Iteration 40F: 3 clusters Score -1.457484e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -14574879.000000 Penalty: 5593.279297
	Iteration 41Q: 3 clusters Score -1.457488e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -14574931.000000 Penalty: 5593.279297
	Iteration 42Q: 3 clusters Score -1.457493e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -14574923.000000 Penalty: 5593.279297
	Iteration 43Q: 3 clusters Score -1.457492e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -14574932.000000 Penalty: 5593.279297
	Iteration 44Q: 3 clusters Score -1.457493e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -14574928.000000 Penalty: 5593.279297
	Iteration 45Q: 3 clusters Score -1.457493e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -14574897.000000 Penalty: 5593.279297
	Iteration 46Q: 3 clusters Score -1.45749e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -14574890.000000 Penalty: 5593.279297
	Iteration 47Q: 3 clusters Score -1.457489e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -14574871.000000 Penalty: 5593.279297
	Iteration 48Q: 3 clusters Score -1.457487e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -14574903.000000 Penalty: 5593.279297
	Iteration 49Q: 3 clusters Score -1.45749e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -14574906.000000 Penalty: 5593.279297
	Iteration 50Q: 3 clusters Score -1.457491e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -14574934.000000 Penalty: 5593.279297
	Iteration 51Q: 3 clusters Score -1.457493e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -14574962.000000 Penalty: 5593.279297
	Iteration 52Q: 3 clusters Score -1.457496e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -14574946.000000 Penalty: 5593.279297
	Iteration 53Q: 3 clusters Score -1.457495e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -14574942.000000 Penalty: 5593.279297
	Iteration 54Q: 3 clusters Score -1.457494e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -14574958.000000 Penalty: 5593.279297
	Iteration 55Q: 3 clusters Score -1.457496e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -14574960.000000 Penalty: 5593.279297
	Iteration 56Q: 3 clusters Score -1.457496e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -14574951.000000 Penalty: 5593.279297
	Iteration 57Q: 3 clusters Score -1.457495e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -14574945.000000 Penalty: 5593.279297
	Iteration 58Q: 3 clusters Score -1.457494e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -14574941.000000 Penalty: 5593.279297
	Iteration 59Q: 3 clusters Score -1.457494e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -14574959.000000 Penalty: 5593.279297
	Iteration 60F: 3 clusters Score -1.457496e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -14574951.000000 Penalty: 5593.279297
	Iteration 61Q: 3 clusters Score -1.457495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -14574936.000000 Penalty: 5593.279297
	Iteration 62Q: 3 clusters Score -1.457494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -14574936.000000 Penalty: 5593.279297
	Iteration 63Q: 3 clusters Score -1.457494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -14574942.000000 Penalty: 5593.279297
	Iteration 64Q: 3 clusters Score -1.457494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -14574945.000000 Penalty: 5593.279297
	Iteration 65Q: 3 clusters Score -1.457494e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -14574937.000000 Penalty: 5593.279297
	Iteration 66Q: 3 clusters Score -1.457494e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -14574933.000000 Penalty: 5593.279297
	Iteration 67Q: 3 clusters Score -1.457493e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -14574948.000000 Penalty: 5593.279297
	Iteration 68Q: 3 clusters Score -1.457495e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -14574968.000000 Penalty: 5593.279297
	Iteration 69Q: 3 clusters Score -1.457497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -14574948.000000 Penalty: 5593.279297
	Iteration 70Q: 3 clusters Score -1.457495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -14574954.000000 Penalty: 5593.279297
	Iteration 71Q: 3 clusters Score -1.457495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -14574949.000000 Penalty: 5593.279297
	Iteration 72Q: 3 clusters Score -1.457495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -14574949.000000 Penalty: 5593.279297
	Iteration 73Q: 3 clusters Score -1.457495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -14574961.000000 Penalty: 5593.279297
	Iteration 74Q: 3 clusters Score -1.457496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -14574958.000000 Penalty: 5593.279297
	Iteration 75Q: 3 clusters Score -1.457496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -14574950.000000 Penalty: 5593.279297
	Iteration 76Q: 3 clusters Score -1.457495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -14574958.000000 Penalty: 5593.279297
	Iteration 77Q: 3 clusters Score -1.457496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -14574950.000000 Penalty: 5593.279297
	Iteration 78Q: 3 clusters Score -1.457495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -14574952.000000 Penalty: 5593.279297
	Iteration 79Q: 3 clusters Score -1.457495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -14574953.000000 Penalty: 5593.279297
	Iteration 80F: 3 clusters Score -1.457495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21392 members 
Mstep: Class 3 contains 46427 members 
Mstep: Class 4 contains 57567 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 4310 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 49823 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 29036 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 54357 members 
Mstep: Class 21 contains 36672 members 
Mstep: Class 22 contains 60110 members 
Mstep: Class 23 contains 43523 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 42294 members 
Entering Unmasked Estep 
Score: -106597432.000000 Penalty: 82330.929688
Splitting cluster 21 changes total score from -106539832.000000 to -106597432.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 22 (60110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Entering Unmasked Estep 
Score: -11180326.000000 Penalty: 2728.974854
	Iteration 0F: 2 clusters Score -1.118033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -11154153.000000 Penalty: 5457.949707
	Iteration 0F: 3 clusters Score -1.115415e+07 nChanged 27870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -11169633.000000 Penalty: 5457.949707
	Iteration 1F: 3 clusters Score -1.116963e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -11170272.000000 Penalty: 5457.949707
	Iteration 2Q: 3 clusters Score -1.117027e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -11170989.000000 Penalty: 5457.949707
	Iteration 3Q: 3 clusters Score -1.117099e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -11171752.000000 Penalty: 5457.949707
	Iteration 4Q: 3 clusters Score -1.117175e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -11172873.000000 Penalty: 5457.949707
	Iteration 5Q: 3 clusters Score -1.117287e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -11174376.000000 Penalty: 5457.949707
	Iteration 6Q: 3 clusters Score -1.117438e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -11176422.000000 Penalty: 5457.949707
	Iteration 7F: 3 clusters Score -1.117642e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -11179383.000000 Penalty: 5457.949707
	Iteration 8F: 3 clusters Score -1.117938e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -11182353.000000 Penalty: 5457.949707
	Iteration 9F: 3 clusters Score -1.118235e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -11184210.000000 Penalty: 5457.949707
	Iteration 10F: 3 clusters Score -1.118421e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -11184937.000000 Penalty: 5457.949707
	Iteration 11Q: 3 clusters Score -1.118494e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -11185239.000000 Penalty: 5457.949707
	Iteration 12Q: 3 clusters Score -1.118524e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -11185446.000000 Penalty: 5457.949707
	Iteration 13Q: 3 clusters Score -1.118545e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -11185652.000000 Penalty: 5457.949707
	Iteration 14Q: 3 clusters Score -1.118565e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -11185748.000000 Penalty: 5457.949707
	Iteration 15Q: 3 clusters Score -1.118575e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -11185807.000000 Penalty: 5457.949707
	Iteration 16Q: 3 clusters Score -1.118581e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -11185951.000000 Penalty: 5457.949707
	Iteration 17Q: 3 clusters Score -1.118595e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -11186043.000000 Penalty: 5457.949707
	Iteration 18Q: 3 clusters Score -1.118604e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -11186107.000000 Penalty: 5457.949707
	Iteration 19Q: 3 clusters Score -1.118611e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -11186153.000000 Penalty: 5457.949707
	Iteration 20F: 3 clusters Score -1.118615e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -11186159.000000 Penalty: 5457.949707
	Iteration 21Q: 3 clusters Score -1.118616e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -11186199.000000 Penalty: 5457.949707
	Iteration 22Q: 3 clusters Score -1.11862e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -11186269.000000 Penalty: 5457.949707
	Iteration 23Q: 3 clusters Score -1.118627e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -11186287.000000 Penalty: 5457.949707
	Iteration 24Q: 3 clusters Score -1.118629e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -11186280.000000 Penalty: 5457.949707
	Iteration 25Q: 3 clusters Score -1.118628e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -11186295.000000 Penalty: 5457.949707
	Iteration 26Q: 3 clusters Score -1.11863e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -11186296.000000 Penalty: 5457.949707
	Iteration 27Q: 3 clusters Score -1.11863e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -11186321.000000 Penalty: 5457.949707
	Iteration 28Q: 3 clusters Score -1.118632e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -11186306.000000 Penalty: 5457.949707
	Iteration 29Q: 3 clusters Score -1.118631e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -11186330.000000 Penalty: 5457.949707
	Iteration 30Q: 3 clusters Score -1.118633e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -11186301.000000 Penalty: 5457.949707
	Iteration 31Q: 3 clusters Score -1.11863e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -11186306.000000 Penalty: 5457.949707
	Iteration 32Q: 3 clusters Score -1.118631e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -11186294.000000 Penalty: 5457.949707
	Iteration 33Q: 3 clusters Score -1.118629e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -11186303.000000 Penalty: 5457.949707
	Iteration 34Q: 3 clusters Score -1.11863e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -11186297.000000 Penalty: 5457.949707
	Iteration 35Q: 3 clusters Score -1.11863e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -11186303.000000 Penalty: 5457.949707
	Iteration 36Q: 3 clusters Score -1.11863e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -11186291.000000 Penalty: 5457.949707
	Iteration 37Q: 3 clusters Score -1.118629e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -11186309.000000 Penalty: 5457.949707
	Iteration 38Q: 3 clusters Score -1.118631e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -11186294.000000 Penalty: 5457.949707
	Iteration 39Q: 3 clusters Score -1.118629e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -11186298.000000 Penalty: 5457.949707
	Iteration 40F: 3 clusters Score -1.11863e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -11186303.000000 Penalty: 5457.949707
	Iteration 41Q: 3 clusters Score -1.11863e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -11186302.000000 Penalty: 5457.949707
	Iteration 42Q: 3 clusters Score -1.11863e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -11186308.000000 Penalty: 5457.949707
	Iteration 43Q: 3 clusters Score -1.118631e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -11186313.000000 Penalty: 5457.949707
	Iteration 44Q: 3 clusters Score -1.118631e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -11186298.000000 Penalty: 5457.949707
	Iteration 45Q: 3 clusters Score -1.11863e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -11186281.000000 Penalty: 5457.949707
	Iteration 46Q: 3 clusters Score -1.118628e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -11186297.000000 Penalty: 5457.949707
	Iteration 47Q: 3 clusters Score -1.11863e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -11186289.000000 Penalty: 5457.949707
	Iteration 48Q: 3 clusters Score -1.118629e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -11186267.000000 Penalty: 5457.949707
	Iteration 49Q: 3 clusters Score -1.118627e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -11186289.000000 Penalty: 5457.949707
	Iteration 50Q: 3 clusters Score -1.118629e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -11186301.000000 Penalty: 5457.949707
	Iteration 51Q: 3 clusters Score -1.11863e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -11186295.000000 Penalty: 5457.949707
	Iteration 52Q: 3 clusters Score -1.11863e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -11186280.000000 Penalty: 5457.949707
	Iteration 53Q: 3 clusters Score -1.118628e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -11186295.000000 Penalty: 5457.949707
	Iteration 54Q: 3 clusters Score -1.11863e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -11186273.000000 Penalty: 5457.949707
	Iteration 55Q: 3 clusters Score -1.118627e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -11186261.000000 Penalty: 5457.949707
	Iteration 56Q: 3 clusters Score -1.118626e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -11186278.000000 Penalty: 5457.949707
	Iteration 57Q: 3 clusters Score -1.118628e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -11186273.000000 Penalty: 5457.949707
	Iteration 58Q: 3 clusters Score -1.118627e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -11186260.000000 Penalty: 5457.949707
	Iteration 59Q: 3 clusters Score -1.118626e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -11186249.000000 Penalty: 5457.949707
	Iteration 60F: 3 clusters Score -1.118625e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -11186262.000000 Penalty: 5457.949707
	Iteration 61Q: 3 clusters Score -1.118626e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -11186267.000000 Penalty: 5457.949707
	Iteration 62Q: 3 clusters Score -1.118627e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -11186266.000000 Penalty: 5457.949707
	Iteration 63Q: 3 clusters Score -1.118627e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -11186263.000000 Penalty: 5457.949707
	Iteration 64Q: 3 clusters Score -1.118626e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -11186241.000000 Penalty: 5457.949707
	Iteration 65Q: 3 clusters Score -1.118624e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -11186226.000000 Penalty: 5457.949707
	Iteration 66Q: 3 clusters Score -1.118623e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -11186227.000000 Penalty: 5457.949707
	Iteration 67Q: 3 clusters Score -1.118623e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -11186226.000000 Penalty: 5457.949707
	Iteration 68Q: 3 clusters Score -1.118623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -11186222.000000 Penalty: 5457.949707
	Iteration 69Q: 3 clusters Score -1.118622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -11186237.000000 Penalty: 5457.949707
	Iteration 70Q: 3 clusters Score -1.118624e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -11186263.000000 Penalty: 5457.949707
	Iteration 71Q: 3 clusters Score -1.118626e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -11186253.000000 Penalty: 5457.949707
	Iteration 72Q: 3 clusters Score -1.118625e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -11186271.000000 Penalty: 5457.949707
	Iteration 73Q: 3 clusters Score -1.118627e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -11186266.000000 Penalty: 5457.949707
	Iteration 74Q: 3 clusters Score -1.118627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -11186262.000000 Penalty: 5457.949707
	Iteration 75Q: 3 clusters Score -1.118626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -11186259.000000 Penalty: 5457.949707
	Iteration 76Q: 3 clusters Score -1.118626e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -11186250.000000 Penalty: 5457.949707
	Iteration 77Q: 3 clusters Score -1.118625e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -11186261.000000 Penalty: 5457.949707
	Iteration 78Q: 3 clusters Score -1.118626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -11186260.000000 Penalty: 5457.949707
	Iteration 79Q: 3 clusters Score -1.118626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -11186262.000000 Penalty: 5457.949707
	Iteration 80F: 3 clusters Score -1.118626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -11186263.000000 Penalty: 5457.949707
	Iteration 81Q: 3 clusters Score -1.118626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -11186255.000000 Penalty: 5457.949707
	Iteration 82Q: 3 clusters Score -1.118626e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -11186263.000000 Penalty: 5457.949707
	Iteration 83Q: 3 clusters Score -1.118626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -11186253.000000 Penalty: 5457.949707
	Iteration 84Q: 3 clusters Score -1.118625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -11186253.000000 Penalty: 5457.949707
	Iteration 85Q: 3 clusters Score -1.118625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -11186247.000000 Penalty: 5457.949707
	Iteration 86Q: 3 clusters Score -1.118625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -11186252.000000 Penalty: 5457.949707
	Iteration 87Q: 3 clusters Score -1.118625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -11186238.000000 Penalty: 5457.949707
	Iteration 88Q: 3 clusters Score -1.118624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -11186238.000000 Penalty: 5457.949707
	Iteration 89Q: 3 clusters Score -1.118624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -11186237.000000 Penalty: 5457.949707
	Iteration 90Q: 3 clusters Score -1.118624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -11186231.000000 Penalty: 5457.949707
	Iteration 91Q: 3 clusters Score -1.118623e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -11186243.000000 Penalty: 5457.949707
	Iteration 92Q: 3 clusters Score -1.118624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -11186242.000000 Penalty: 5457.949707
	Iteration 93Q: 3 clusters Score -1.118624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -11186242.000000 Penalty: 5457.949707
	Iteration 94Q: 3 clusters Score -1.118624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -11186245.000000 Penalty: 5457.949707
	Iteration 95Q: 3 clusters Score -1.118624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -11186244.000000 Penalty: 5457.949707
	Iteration 96Q: 3 clusters Score -1.118624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -11186250.000000 Penalty: 5457.949707
	Iteration 97Q: 3 clusters Score -1.118625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -11186246.000000 Penalty: 5457.949707
	Iteration 98Q: 3 clusters Score -1.118625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -11186237.000000 Penalty: 5457.949707
	Iteration 99Q: 3 clusters Score -1.118624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -11186242.000000 Penalty: 5457.949707
	Iteration 100F: 3 clusters Score -1.118624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -11186238.000000 Penalty: 5457.949707
	Iteration 101Q: 3 clusters Score -1.118624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -11186227.000000 Penalty: 5457.949707
	Iteration 102Q: 3 clusters Score -1.118623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -11186227.000000 Penalty: 5457.949707
	Iteration 103Q: 3 clusters Score -1.118623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -11186230.000000 Penalty: 5457.949707
	Iteration 104Q: 3 clusters Score -1.118623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -11186231.000000 Penalty: 5457.949707
	Iteration 105Q: 3 clusters Score -1.118623e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -11186205.000000 Penalty: 5457.949707
	Iteration 106Q: 3 clusters Score -1.11862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -11186218.000000 Penalty: 5457.949707
	Iteration 107Q: 3 clusters Score -1.118622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -11186205.000000 Penalty: 5457.949707
	Iteration 108Q: 3 clusters Score -1.11862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -11186210.000000 Penalty: 5457.949707
	Iteration 109Q: 3 clusters Score -1.118621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -11186234.000000 Penalty: 5457.949707
	Iteration 110Q: 3 clusters Score -1.118623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -11186192.000000 Penalty: 5457.949707
	Iteration 111Q: 3 clusters Score -1.118619e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -11186192.000000 Penalty: 5457.949707
	Iteration 112Q: 3 clusters Score -1.118619e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -11186175.000000 Penalty: 5457.949707
	Iteration 113Q: 3 clusters Score -1.118618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -11186189.000000 Penalty: 5457.949707
	Iteration 114Q: 3 clusters Score -1.118619e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -11186199.000000 Penalty: 5457.949707
	Iteration 115Q: 3 clusters Score -1.11862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -11186198.000000 Penalty: 5457.949707
	Iteration 116Q: 3 clusters Score -1.11862e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -11186198.000000 Penalty: 5457.949707
	Iteration 117Q: 3 clusters Score -1.11862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -11186200.000000 Penalty: 5457.949707
	Iteration 118Q: 3 clusters Score -1.11862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -11186203.000000 Penalty: 5457.949707
	Iteration 119Q: 3 clusters Score -1.11862e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -11186195.000000 Penalty: 5457.949707
	Iteration 120F: 3 clusters Score -1.11862e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -11186190.000000 Penalty: 5457.949707
	Iteration 121Q: 3 clusters Score -1.118619e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -11186181.000000 Penalty: 5457.949707
	Iteration 122Q: 3 clusters Score -1.118618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -11186171.000000 Penalty: 5457.949707
	Iteration 123Q: 3 clusters Score -1.118617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -11186181.000000 Penalty: 5457.949707
	Iteration 124Q: 3 clusters Score -1.118618e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -11186163.000000 Penalty: 5457.949707
	Iteration 125Q: 3 clusters Score -1.118616e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -11186175.000000 Penalty: 5457.949707
	Iteration 126Q: 3 clusters Score -1.118618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -11186183.000000 Penalty: 5457.949707
	Iteration 127Q: 3 clusters Score -1.118618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -11186176.000000 Penalty: 5457.949707
	Iteration 128Q: 3 clusters Score -1.118618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -11186169.000000 Penalty: 5457.949707
	Iteration 129Q: 3 clusters Score -1.118617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -11186166.000000 Penalty: 5457.949707
	Iteration 130Q: 3 clusters Score -1.118617e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -11186166.000000 Penalty: 5457.949707
	Iteration 131Q: 3 clusters Score -1.118617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -11186161.000000 Penalty: 5457.949707
	Iteration 132Q: 3 clusters Score -1.118616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -11186167.000000 Penalty: 5457.949707
	Iteration 133Q: 3 clusters Score -1.118617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -11186157.000000 Penalty: 5457.949707
	Iteration 134Q: 3 clusters Score -1.118616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -11186146.000000 Penalty: 5457.949707
	Iteration 135Q: 3 clusters Score -1.118615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -11186151.000000 Penalty: 5457.949707
	Iteration 136Q: 3 clusters Score -1.118615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -11186152.000000 Penalty: 5457.949707
	Iteration 137Q: 3 clusters Score -1.118615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -11186147.000000 Penalty: 5457.949707
	Iteration 138Q: 3 clusters Score -1.118615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -11186155.000000 Penalty: 5457.949707
	Iteration 139Q: 3 clusters Score -1.118616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -11186161.000000 Penalty: 5457.949707
	Iteration 140F: 3 clusters Score -1.118616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -11186171.000000 Penalty: 5457.949707
	Iteration 141Q: 3 clusters Score -1.118617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -11186157.000000 Penalty: 5457.949707
	Iteration 142Q: 3 clusters Score -1.118616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -11186157.000000 Penalty: 5457.949707
	Iteration 143Q: 3 clusters Score -1.118616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -11186153.000000 Penalty: 5457.949707
	Iteration 144Q: 3 clusters Score -1.118615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -11186163.000000 Penalty: 5457.949707
	Iteration 145Q: 3 clusters Score -1.118616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -11186154.000000 Penalty: 5457.949707
	Iteration 146Q: 3 clusters Score -1.118615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -11186160.000000 Penalty: 5457.949707
	Iteration 147Q: 3 clusters Score -1.118616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -11186149.000000 Penalty: 5457.949707
	Iteration 148Q: 3 clusters Score -1.118615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -11186151.000000 Penalty: 5457.949707
	Iteration 149Q: 3 clusters Score -1.118615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -11186152.000000 Penalty: 5457.949707
	Iteration 150Q: 3 clusters Score -1.118615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -11186141.000000 Penalty: 5457.949707
	Iteration 151Q: 3 clusters Score -1.118614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -11186141.000000 Penalty: 5457.949707
	Iteration 152Q: 3 clusters Score -1.118614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -11186149.000000 Penalty: 5457.949707
	Iteration 153Q: 3 clusters Score -1.118615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -11186150.000000 Penalty: 5457.949707
	Iteration 154Q: 3 clusters Score -1.118615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -11186143.000000 Penalty: 5457.949707
	Iteration 155Q: 3 clusters Score -1.118614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -11186158.000000 Penalty: 5457.949707
	Iteration 156Q: 3 clusters Score -1.118616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -11186161.000000 Penalty: 5457.949707
	Iteration 157Q: 3 clusters Score -1.118616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -11186170.000000 Penalty: 5457.949707
	Iteration 158Q: 3 clusters Score -1.118617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -11186157.000000 Penalty: 5457.949707
	Iteration 159Q: 3 clusters Score -1.118616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -11186161.000000 Penalty: 5457.949707
	Iteration 160F: 3 clusters Score -1.118616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -11186157.000000 Penalty: 5457.949707
	Iteration 161Q: 3 clusters Score -1.118616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -11186146.000000 Penalty: 5457.949707
	Iteration 162Q: 3 clusters Score -1.118615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -11186165.000000 Penalty: 5457.949707
	Iteration 163Q: 3 clusters Score -1.118616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -11186165.000000 Penalty: 5457.949707
	Iteration 164Q: 3 clusters Score -1.118616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -11186177.000000 Penalty: 5457.949707
	Iteration 165Q: 3 clusters Score -1.118618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -11186170.000000 Penalty: 5457.949707
	Iteration 166Q: 3 clusters Score -1.118617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -11186174.000000 Penalty: 5457.949707
	Iteration 167Q: 3 clusters Score -1.118617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -11186165.000000 Penalty: 5457.949707
	Iteration 168Q: 3 clusters Score -1.118616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -11186164.000000 Penalty: 5457.949707
	Iteration 169Q: 3 clusters Score -1.118616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -11186168.000000 Penalty: 5457.949707
	Iteration 170Q: 3 clusters Score -1.118617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -11186162.000000 Penalty: 5457.949707
	Iteration 171Q: 3 clusters Score -1.118616e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -11186152.000000 Penalty: 5457.949707
	Iteration 172Q: 3 clusters Score -1.118615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -11186131.000000 Penalty: 5457.949707
	Iteration 173Q: 3 clusters Score -1.118613e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -11186130.000000 Penalty: 5457.949707
	Iteration 174Q: 3 clusters Score -1.118613e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -11186134.000000 Penalty: 5457.949707
	Iteration 175Q: 3 clusters Score -1.118613e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -11186133.000000 Penalty: 5457.949707
	Iteration 176Q: 3 clusters Score -1.118613e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -11186140.000000 Penalty: 5457.949707
	Iteration 177Q: 3 clusters Score -1.118614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -11186141.000000 Penalty: 5457.949707
	Iteration 178Q: 3 clusters Score -1.118614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -11186147.000000 Penalty: 5457.949707
	Iteration 179Q: 3 clusters Score -1.118615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -11186157.000000 Penalty: 5457.949707
	Iteration 180F: 3 clusters Score -1.118616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -11186152.000000 Penalty: 5457.949707
	Iteration 181Q: 3 clusters Score -1.118615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -11186158.000000 Penalty: 5457.949707
	Iteration 182Q: 3 clusters Score -1.118616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -11186139.000000 Penalty: 5457.949707
	Iteration 183Q: 3 clusters Score -1.118614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -11186140.000000 Penalty: 5457.949707
	Iteration 184Q: 3 clusters Score -1.118614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -11186146.000000 Penalty: 5457.949707
	Iteration 185Q: 3 clusters Score -1.118615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -11186171.000000 Penalty: 5457.949707
	Iteration 186Q: 3 clusters Score -1.118617e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -11186160.000000 Penalty: 5457.949707
	Iteration 187Q: 3 clusters Score -1.118616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -11186161.000000 Penalty: 5457.949707
	Iteration 188Q: 3 clusters Score -1.118616e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -11186172.000000 Penalty: 5457.949707
	Iteration 189Q: 3 clusters Score -1.118617e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -11186163.000000 Penalty: 5457.949707
	Iteration 190Q: 3 clusters Score -1.118616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -11186156.000000 Penalty: 5457.949707
	Iteration 191Q: 3 clusters Score -1.118616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -11186141.000000 Penalty: 5457.949707
	Iteration 192Q: 3 clusters Score -1.118614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -11186143.000000 Penalty: 5457.949707
	Iteration 193Q: 3 clusters Score -1.118614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -11186132.000000 Penalty: 5457.949707
	Iteration 194Q: 3 clusters Score -1.118613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -11186141.000000 Penalty: 5457.949707
	Iteration 195Q: 3 clusters Score -1.118614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -11186142.000000 Penalty: 5457.949707
	Iteration 196Q: 3 clusters Score -1.118614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -11186144.000000 Penalty: 5457.949707
	Iteration 197Q: 3 clusters Score -1.118614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -11186140.000000 Penalty: 5457.949707
	Iteration 198Q: 3 clusters Score -1.118614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -11186139.000000 Penalty: 5457.949707
	Iteration 199Q: 3 clusters Score -1.118614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -11186135.000000 Penalty: 5457.949707
	Iteration 200F: 3 clusters Score -1.118614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -11186137.000000 Penalty: 5457.949707
	Iteration 201Q: 3 clusters Score -1.118614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -11186133.000000 Penalty: 5457.949707
	Iteration 202Q: 3 clusters Score -1.118613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -11186133.000000 Penalty: 5457.949707
	Iteration 203F: 3 clusters Score -1.118613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21392 members 
Mstep: Class 3 contains 46427 members 
Mstep: Class 4 contains 57567 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 4310 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 49823 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 29036 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 54357 members 
Mstep: Class 21 contains 36672 members 
Mstep: Class 22 contains 34758 members 
Mstep: Class 23 contains 43523 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 42294 members 
Mstep: Class 26 contains 25352 members 
Entering Unmasked Estep 
Score: -106602832.000000 Penalty: 85624.171875
Splitting cluster 22 changes total score from -106539832.000000 to -106602832.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 4310 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 16 contains 49823 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 29036 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 54357 members 
Mstep: Class 21 contains 36672 members 
Mstep: Class 22 contains 34758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106618936.000000 Penalty: 85624.171875
Iteration 39Q: 27 clusters Score -1.066189e+08 nChanged 31716
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 20046 members 
Mstep: Class 3 contains 43439 members 
Mstep: Class 4 contains 56307 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 47266 members 
Mstep: Class 7 contains 60475 members 
Mstep: Class 8 contains 17166 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 648 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 50057 members 
Mstep: Class 17 contains 229 members 
Mstep: Class 18 contains 30041 members 
Mstep: Class 19 contains 814 members 
Mstep: Class 20 contains 53310 members 
Mstep: Class 21 contains 37465 members 
Mstep: Class 22 contains 35430 members 
Mstep: Class 23 contains 43396 members 
Mstep: Class 24 contains 846 members 
Mstep: Class 25 contains 42209 members 
Mstep: Class 26 contains 25417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106634304.000000 Penalty: 85624.171875
Iteration 40F: 27 clusters Score -1.066343e+08 nChanged 32758
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21962 members 
Mstep: Class 3 contains 43742 members 
Mstep: Class 4 contains 56133 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 46692 members 
Mstep: Class 7 contains 55803 members 
Mstep: Class 8 contains 17265 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 4545 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 10111 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 46388 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 30657 members 
Mstep: Class 19 contains 802 members 
Mstep: Class 20 contains 49158 members 
Mstep: Class 21 contains 37757 members 
Mstep: Class 22 contains 35071 members 
Mstep: Class 23 contains 45278 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 47587 members 
Mstep: Class 26 contains 29211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106646216.000000 Penalty: 85624.171875
Iteration 41F: 27 clusters Score -1.066462e+08 nChanged 21856
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 23351 members 
Mstep: Class 3 contains 43497 members 
Mstep: Class 4 contains 55916 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 46679 members 
Mstep: Class 7 contains 52328 members 
Mstep: Class 8 contains 17490 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 1073 members 
Mstep: Class 12 contains 622 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 9687 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 44556 members 
Mstep: Class 17 contains 234 members 
Mstep: Class 18 contains 31675 members 
Mstep: Class 19 contains 801 members 
Mstep: Class 20 contains 46010 members 
Mstep: Class 21 contains 38920 members 
Mstep: Class 22 contains 34694 members 
Mstep: Class 23 contains 45703 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50332 members 
Mstep: Class 26 contains 31973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106651864.000000 Penalty: 85624.171875
Iteration 42Q: 27 clusters Score -1.066519e+08 nChanged 18645
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 24492 members 
Mstep: Class 3 contains 43079 members 
Mstep: Class 4 contains 55605 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 46258 members 
Mstep: Class 7 contains 49939 members 
Mstep: Class 8 contains 17677 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 4578 members 
Mstep: Class 11 contains 1085 members 
Mstep: Class 12 contains 604 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 9314 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 43324 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 32868 members 
Mstep: Class 19 contains 803 members 
Mstep: Class 20 contains 43833 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 34115 members 
Mstep: Class 23 contains 45790 members 
Mstep: Class 24 contains 861 members 
Mstep: Class 25 contains 51741 members 
Mstep: Class 26 contains 34246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106655640.000000 Penalty: 85624.171875
Iteration 43Q: 27 clusters Score -1.066556e+08 nChanged 15857
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 25378 members 
Mstep: Class 3 contains 42750 members 
Mstep: Class 4 contains 55270 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 45695 members 
Mstep: Class 7 contains 48318 members 
Mstep: Class 8 contains 17726 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 1986 members 
Mstep: Class 14 contains 8973 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 42662 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 34179 members 
Mstep: Class 19 contains 802 members 
Mstep: Class 20 contains 42538 members 
Mstep: Class 21 contains 42166 members 
Mstep: Class 22 contains 33653 members 
Mstep: Class 23 contains 45590 members 
Mstep: Class 24 contains 861 members 
Mstep: Class 25 contains 51751 members 
Mstep: Class 26 contains 36160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106657816.000000 Penalty: 85624.171875
Iteration 44Q: 27 clusters Score -1.066578e+08 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26081 members 
Mstep: Class 3 contains 42513 members 
Mstep: Class 4 contains 54890 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 45109 members 
Mstep: Class 7 contains 47235 members 
Mstep: Class 8 contains 17700 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 11 contains 1107 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 8671 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 42233 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 35488 members 
Mstep: Class 19 contains 802 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 43694 members 
Mstep: Class 22 contains 33300 members 
Mstep: Class 23 contains 45194 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 51180 members 
Mstep: Class 26 contains 37793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106660640.000000 Penalty: 85624.171875
Iteration 45Q: 27 clusters Score -1.066606e+08 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26662 members 
Mstep: Class 3 contains 42280 members 
Mstep: Class 4 contains 54488 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 44719 members 
Mstep: Class 7 contains 46467 members 
Mstep: Class 8 contains 17616 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 8396 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41894 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 36840 members 
Mstep: Class 19 contains 801 members 
Mstep: Class 20 contains 41273 members 
Mstep: Class 21 contains 45131 members 
Mstep: Class 22 contains 33017 members 
Mstep: Class 23 contains 44661 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 50219 members 
Mstep: Class 26 contains 39178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106663320.000000 Penalty: 85624.171875
Iteration 46Q: 27 clusters Score -1.066633e+08 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27046 members 
Mstep: Class 3 contains 42055 members 
Mstep: Class 4 contains 54153 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 44457 members 
Mstep: Class 7 contains 45937 members 
Mstep: Class 8 contains 17462 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 569 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 8090 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41698 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 38176 members 
Mstep: Class 19 contains 799 members 
Mstep: Class 20 contains 40953 members 
Mstep: Class 21 contains 46369 members 
Mstep: Class 22 contains 32769 members 
Mstep: Class 23 contains 44149 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 49196 members 
Mstep: Class 26 contains 40345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665256.000000 Penalty: 85624.171875
Iteration 47Q: 27 clusters Score -1.066653e+08 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27282 members 
Mstep: Class 3 contains 41804 members 
Mstep: Class 4 contains 53821 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44252 members 
Mstep: Class 7 contains 45564 members 
Mstep: Class 8 contains 17244 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 569 members 
Mstep: Class 13 contains 1986 members 
Mstep: Class 14 contains 7834 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41470 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 39476 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 40765 members 
Mstep: Class 21 contains 47296 members 
Mstep: Class 22 contains 32652 members 
Mstep: Class 23 contains 43656 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48195 members 
Mstep: Class 26 contains 41552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666504.000000 Penalty: 85624.171875
Iteration 48Q: 27 clusters Score -1.066665e+08 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27435 members 
Mstep: Class 3 contains 41619 members 
Mstep: Class 4 contains 53476 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44019 members 
Mstep: Class 7 contains 45287 members 
Mstep: Class 8 contains 16975 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 4512 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 567 members 
Mstep: Class 13 contains 1986 members 
Mstep: Class 14 contains 7571 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41283 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 40745 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 40684 members 
Mstep: Class 21 contains 47787 members 
Mstep: Class 22 contains 32685 members 
Mstep: Class 23 contains 43201 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 47480 members 
Mstep: Class 26 contains 42630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668024.000000 Penalty: 85624.171875
Iteration 49Q: 27 clusters Score -1.06668e+08 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27512 members 
Mstep: Class 3 contains 41521 members 
Mstep: Class 4 contains 53133 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43797 members 
Mstep: Class 7 contains 45088 members 
Mstep: Class 8 contains 16695 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 567 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41109 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 41931 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 40575 members 
Mstep: Class 21 contains 47978 members 
Mstep: Class 22 contains 32759 members 
Mstep: Class 23 contains 42832 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 47123 members 
Mstep: Class 26 contains 43512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668984.000000 Penalty: 85624.171875
Iteration 50Q: 27 clusters Score -1.06669e+08 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27633 members 
Mstep: Class 3 contains 41565 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43705 members 
Mstep: Class 7 contains 44925 members 
Mstep: Class 8 contains 16431 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 4485 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 567 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 7101 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 40925 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 43155 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 40443 members 
Mstep: Class 21 contains 48063 members 
Mstep: Class 22 contains 32689 members 
Mstep: Class 23 contains 42376 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 46968 members 
Mstep: Class 26 contains 44178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669656.000000 Penalty: 85624.171875
Iteration 51Q: 27 clusters Score -1.066697e+08 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27867 members 
Mstep: Class 3 contains 41717 members 
Mstep: Class 4 contains 52334 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43655 members 
Mstep: Class 7 contains 44811 members 
Mstep: Class 8 contains 16182 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 567 members 
Mstep: Class 13 contains 1981 members 
Mstep: Class 14 contains 6915 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 40778 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 44235 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 40277 members 
Mstep: Class 21 contains 48094 members 
Mstep: Class 22 contains 32571 members 
Mstep: Class 23 contains 41950 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 46924 members 
Mstep: Class 26 contains 44610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669528.000000 Penalty: 85624.171875
Iteration 52Q: 27 clusters Score -1.066695e+08 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28133 members 
Mstep: Class 3 contains 41897 members 
Mstep: Class 4 contains 51854 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43606 members 
Mstep: Class 7 contains 44739 members 
Mstep: Class 8 contains 15946 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 567 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 40643 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 45118 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 40198 members 
Mstep: Class 21 contains 48020 members 
Mstep: Class 22 contains 32512 members 
Mstep: Class 23 contains 41589 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 47015 members 
Mstep: Class 26 contains 44894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669656.000000 Penalty: 85624.171875
Iteration 53Q: 27 clusters Score -1.066697e+08 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28439 members 
Mstep: Class 3 contains 42102 members 
Mstep: Class 4 contains 51366 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43495 members 
Mstep: Class 7 contains 44744 members 
Mstep: Class 8 contains 15731 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 567 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 6632 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 40481 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 45622 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 40057 members 
Mstep: Class 21 contains 47821 members 
Mstep: Class 22 contains 32572 members 
Mstep: Class 23 contains 41566 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 47331 members 
Mstep: Class 26 contains 44996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670576.000000 Penalty: 85624.171875
Iteration 54Q: 27 clusters Score -1.066706e+08 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28797 members 
Mstep: Class 3 contains 42323 members 
Mstep: Class 4 contains 50824 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43420 members 
Mstep: Class 7 contains 44723 members 
Mstep: Class 8 contains 15543 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 568 members 
Mstep: Class 13 contains 1971 members 
Mstep: Class 14 contains 6463 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 40338 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 45811 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 39953 members 
Mstep: Class 21 contains 47591 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 41768 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 47594 members 
Mstep: Class 26 contains 45065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670920.000000 Penalty: 85624.171875
Iteration 55Q: 27 clusters Score -1.066709e+08 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29141 members 
Mstep: Class 3 contains 42491 members 
Mstep: Class 4 contains 50238 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43401 members 
Mstep: Class 7 contains 44682 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 4384 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 569 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 40190 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 45779 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 39965 members 
Mstep: Class 21 contains 47322 members 
Mstep: Class 22 contains 33068 members 
Mstep: Class 23 contains 42092 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 47851 members 
Mstep: Class 26 contains 45142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671912.000000 Penalty: 85624.171875
Iteration 56Q: 27 clusters Score -1.066719e+08 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29524 members 
Mstep: Class 3 contains 42686 members 
Mstep: Class 4 contains 49660 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43280 members 
Mstep: Class 7 contains 44671 members 
Mstep: Class 8 contains 15221 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 4346 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 570 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 39981 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 45656 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 40026 members 
Mstep: Class 21 contains 47011 members 
Mstep: Class 22 contains 33498 members 
Mstep: Class 23 contains 42451 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48054 members 
Mstep: Class 26 contains 45207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672872.000000 Penalty: 85624.171875
Iteration 57Q: 27 clusters Score -1.066729e+08 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29935 members 
Mstep: Class 3 contains 42848 members 
Mstep: Class 4 contains 49125 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43206 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 15061 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 4303 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 570 members 
Mstep: Class 13 contains 1957 members 
Mstep: Class 14 contains 5997 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 39780 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 45520 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 40142 members 
Mstep: Class 21 contains 46662 members 
Mstep: Class 22 contains 33949 members 
Mstep: Class 23 contains 42798 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48226 members 
Mstep: Class 26 contains 45205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672992.000000 Penalty: 85624.171875
Iteration 58Q: 27 clusters Score -1.06673e+08 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 30411 members 
Mstep: Class 3 contains 43043 members 
Mstep: Class 4 contains 48635 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43109 members 
Mstep: Class 7 contains 44641 members 
Mstep: Class 8 contains 14884 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 4250 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 570 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 39550 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 45400 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 40253 members 
Mstep: Class 21 contains 46363 members 
Mstep: Class 22 contains 34522 members 
Mstep: Class 23 contains 43059 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48285 members 
Mstep: Class 26 contains 45156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673608.000000 Penalty: 85624.171875
Iteration 59Q: 27 clusters Score -1.066736e+08 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 30867 members 
Mstep: Class 3 contains 43130 members 
Mstep: Class 4 contains 48115 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43011 members 
Mstep: Class 7 contains 44661 members 
Mstep: Class 8 contains 14737 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 4206 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 571 members 
Mstep: Class 13 contains 1938 members 
Mstep: Class 14 contains 5742 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 39297 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 45254 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 40449 members 
Mstep: Class 21 contains 45999 members 
Mstep: Class 22 contains 35215 members 
Mstep: Class 23 contains 43269 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48398 members 
Mstep: Class 26 contains 45082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674120.000000 Penalty: 85624.171875
Iteration 60F: 27 clusters Score -1.066741e+08 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 31384 members 
Mstep: Class 3 contains 43232 members 
Mstep: Class 4 contains 47535 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42882 members 
Mstep: Class 7 contains 44641 members 
Mstep: Class 8 contains 14563 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 38971 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 45136 members 
Mstep: Class 19 contains 799 members 
Mstep: Class 20 contains 40657 members 
Mstep: Class 21 contains 45676 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 43404 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48557 members 
Mstep: Class 26 contains 45080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674760.000000 Penalty: 85624.171875
Iteration 61Q: 27 clusters Score -1.066748e+08 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 31839 members 
Mstep: Class 3 contains 43317 members 
Mstep: Class 4 contains 46932 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42839 members 
Mstep: Class 7 contains 44630 members 
Mstep: Class 8 contains 14414 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 4071 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 5486 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 38624 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 45030 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 40930 members 
Mstep: Class 21 contains 45371 members 
Mstep: Class 22 contains 36760 members 
Mstep: Class 23 contains 43496 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48656 members 
Mstep: Class 26 contains 45053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675320.000000 Penalty: 85624.171875
Iteration 62Q: 27 clusters Score -1.066753e+08 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 32272 members 
Mstep: Class 3 contains 43392 members 
Mstep: Class 4 contains 46336 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42831 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 14253 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 5356 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 38248 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 44928 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41135 members 
Mstep: Class 21 contains 45045 members 
Mstep: Class 22 contains 37586 members 
Mstep: Class 23 contains 43583 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48745 members 
Mstep: Class 26 contains 45126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675480.000000 Penalty: 85624.171875
Iteration 63Q: 27 clusters Score -1.066755e+08 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 32732 members 
Mstep: Class 3 contains 43424 members 
Mstep: Class 4 contains 45794 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42778 members 
Mstep: Class 7 contains 44580 members 
Mstep: Class 8 contains 14100 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 37849 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 44836 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41356 members 
Mstep: Class 21 contains 44737 members 
Mstep: Class 22 contains 38521 members 
Mstep: Class 23 contains 43608 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48741 members 
Mstep: Class 26 contains 45214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676288.000000 Penalty: 85624.171875
Iteration 64Q: 27 clusters Score -1.066763e+08 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 33169 members 
Mstep: Class 3 contains 43452 members 
Mstep: Class 4 contains 45284 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42784 members 
Mstep: Class 7 contains 44563 members 
Mstep: Class 8 contains 13946 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 3893 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 1894 members 
Mstep: Class 14 contains 5148 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 37406 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 44727 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41568 members 
Mstep: Class 21 contains 44442 members 
Mstep: Class 22 contains 39440 members 
Mstep: Class 23 contains 43624 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48801 members 
Mstep: Class 26 contains 45235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676272.000000 Penalty: 85624.171875
Iteration 65Q: 27 clusters Score -1.066763e+08 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 33589 members 
Mstep: Class 3 contains 43444 members 
Mstep: Class 4 contains 44812 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42858 members 
Mstep: Class 7 contains 44537 members 
Mstep: Class 8 contains 13780 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 3837 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 1881 members 
Mstep: Class 14 contains 5019 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 36971 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 44601 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41761 members 
Mstep: Class 21 contains 44166 members 
Mstep: Class 22 contains 40410 members 
Mstep: Class 23 contains 43678 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48797 members 
Mstep: Class 26 contains 45235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676424.000000 Penalty: 85624.171875
Iteration 66Q: 27 clusters Score -1.066764e+08 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34062 members 
Mstep: Class 3 contains 43459 members 
Mstep: Class 4 contains 44331 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42931 members 
Mstep: Class 7 contains 44505 members 
Mstep: Class 8 contains 13621 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 575 members 
Mstep: Class 13 contains 1877 members 
Mstep: Class 14 contains 4917 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 36459 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 44487 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41884 members 
Mstep: Class 21 contains 43947 members 
Mstep: Class 22 contains 41403 members 
Mstep: Class 23 contains 43702 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48771 members 
Mstep: Class 26 contains 45242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677216.000000 Penalty: 85624.171875
Iteration 67Q: 27 clusters Score -1.066772e+08 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34611 members 
Mstep: Class 3 contains 43409 members 
Mstep: Class 4 contains 43828 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42974 members 
Mstep: Class 7 contains 44488 members 
Mstep: Class 8 contains 13450 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 3718 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 575 members 
Mstep: Class 13 contains 1870 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 35943 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 44394 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41866 members 
Mstep: Class 21 contains 43768 members 
Mstep: Class 22 contains 42503 members 
Mstep: Class 23 contains 43749 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48673 members 
Mstep: Class 26 contains 45330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678016.000000 Penalty: 85624.171875
Iteration 68Q: 27 clusters Score -1.06678e+08 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35200 members 
Mstep: Class 3 contains 43340 members 
Mstep: Class 4 contains 43371 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43026 members 
Mstep: Class 7 contains 44489 members 
Mstep: Class 8 contains 13275 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 3654 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 575 members 
Mstep: Class 13 contains 1864 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 35375 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 44253 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41804 members 
Mstep: Class 21 contains 43642 members 
Mstep: Class 22 contains 43654 members 
Mstep: Class 23 contains 43795 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48494 members 
Mstep: Class 26 contains 45428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678640.000000 Penalty: 85624.171875
Iteration 69Q: 27 clusters Score -1.066786e+08 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35856 members 
Mstep: Class 3 contains 43258 members 
Mstep: Class 4 contains 42952 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42997 members 
Mstep: Class 7 contains 44472 members 
Mstep: Class 8 contains 13127 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 3591 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 575 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 4647 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 34848 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 44117 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41673 members 
Mstep: Class 21 contains 43476 members 
Mstep: Class 22 contains 44720 members 
Mstep: Class 23 contains 43834 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48206 members 
Mstep: Class 26 contains 45738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678264.000000 Penalty: 85624.171875
Iteration 70Q: 27 clusters Score -1.066783e+08 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36413 members 
Mstep: Class 3 contains 43158 members 
Mstep: Class 4 contains 42577 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43001 members 
Mstep: Class 7 contains 44507 members 
Mstep: Class 8 contains 13006 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 3531 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 575 members 
Mstep: Class 13 contains 1852 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 34321 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 44018 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41541 members 
Mstep: Class 21 contains 43310 members 
Mstep: Class 22 contains 45629 members 
Mstep: Class 23 contains 43933 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 47779 members 
Mstep: Class 26 contains 46170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677792.000000 Penalty: 85624.171875
Iteration 71Q: 27 clusters Score -1.066778e+08 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36886 members 
Mstep: Class 3 contains 43010 members 
Mstep: Class 4 contains 42212 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42987 members 
Mstep: Class 7 contains 44578 members 
Mstep: Class 8 contains 12893 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 3475 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 1840 members 
Mstep: Class 14 contains 4631 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 33802 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 43943 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41385 members 
Mstep: Class 21 contains 43159 members 
Mstep: Class 22 contains 46434 members 
Mstep: Class 23 contains 44113 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 47415 members 
Mstep: Class 26 contains 46607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677304.000000 Penalty: 85624.171875
Iteration 72Q: 27 clusters Score -1.066773e+08 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37271 members 
Mstep: Class 3 contains 42867 members 
Mstep: Class 4 contains 41841 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42930 members 
Mstep: Class 7 contains 44656 members 
Mstep: Class 8 contains 12799 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 3426 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 33273 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 43866 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41281 members 
Mstep: Class 21 contains 43038 members 
Mstep: Class 22 contains 47024 members 
Mstep: Class 23 contains 44317 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 47083 members 
Mstep: Class 26 contains 47224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676424.000000 Penalty: 85624.171875
Iteration 73Q: 27 clusters Score -1.066764e+08 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37570 members 
Mstep: Class 3 contains 42867 members 
Mstep: Class 4 contains 41477 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42760 members 
Mstep: Class 7 contains 44749 members 
Mstep: Class 8 contains 12722 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1823 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 32723 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 43798 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41305 members 
Mstep: Class 21 contains 42961 members 
Mstep: Class 22 contains 47381 members 
Mstep: Class 23 contains 44589 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 46776 members 
Mstep: Class 26 contains 47799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675568.000000 Penalty: 85624.171875
Iteration 74Q: 27 clusters Score -1.066756e+08 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37749 members 
Mstep: Class 3 contains 42903 members 
Mstep: Class 4 contains 41144 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42605 members 
Mstep: Class 7 contains 44821 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 43791 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41444 members 
Mstep: Class 21 contains 42922 members 
Mstep: Class 22 contains 47487 members 
Mstep: Class 23 contains 44889 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 46645 members 
Mstep: Class 26 contains 48273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674752.000000 Penalty: 85624.171875
Iteration 75Q: 27 clusters Score -1.066748e+08 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37969 members 
Mstep: Class 3 contains 42973 members 
Mstep: Class 4 contains 40796 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42494 members 
Mstep: Class 7 contains 44908 members 
Mstep: Class 8 contains 12550 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3317 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 31617 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43830 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41676 members 
Mstep: Class 21 contains 42934 members 
Mstep: Class 22 contains 47385 members 
Mstep: Class 23 contains 45163 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 46639 members 
Mstep: Class 26 contains 48534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674496.000000 Penalty: 85624.171875
Iteration 76Q: 27 clusters Score -1.066745e+08 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38246 members 
Mstep: Class 3 contains 43078 members 
Mstep: Class 4 contains 40488 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42434 members 
Mstep: Class 7 contains 44989 members 
Mstep: Class 8 contains 12446 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1815 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 31064 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43891 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 41898 members 
Mstep: Class 21 contains 42970 members 
Mstep: Class 22 contains 47203 members 
Mstep: Class 23 contains 45420 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 46697 members 
Mstep: Class 26 contains 48628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674504.000000 Penalty: 85624.171875
Iteration 77Q: 27 clusters Score -1.066745e+08 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38560 members 
Mstep: Class 3 contains 43182 members 
Mstep: Class 4 contains 40194 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42418 members 
Mstep: Class 7 contains 45046 members 
Mstep: Class 8 contains 12351 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3260 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1814 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 30514 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43951 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 42132 members 
Mstep: Class 21 contains 42989 members 
Mstep: Class 22 contains 46982 members 
Mstep: Class 23 contains 45623 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 46827 members 
Mstep: Class 26 contains 48685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674072.000000 Penalty: 85624.171875
Iteration 78Q: 27 clusters Score -1.066741e+08 nChanged 6397
Entering ConstructFrom: 
Score: -106674072.000000 Penalty: 85624.171875
Entering ConstructFrom: 
Trying to split cluster 1 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -23531.537109 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -23531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22397.214844 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -22397.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22600.013672 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -22600.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22671.189453 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -22671.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22697.537109 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -22697.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22716.472656 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -22716.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22754.410156 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -22754.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22766.982422 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -22766.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22784.025391 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -22784.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22818.511719 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -22818.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22877.457031 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -22877.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22880.673828 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -22880.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22881.392578 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -22881.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22881.392578 Penalty: 2845.339844
	Iteration 12F: 3 clusters Score -22881.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Entering Unmasked Estep 
Score: -7378906.500000 Penalty: 2621.642090
	Iteration 0F: 2 clusters Score -7378906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -7353934.500000 Penalty: 5243.284180
	Iteration 0F: 3 clusters Score -7353934 nChanged 17733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -7363719.500000 Penalty: 5243.284180
	Iteration 1F: 3 clusters Score -7363720 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -7364240.500000 Penalty: 5243.284180
	Iteration 2Q: 3 clusters Score -7364240 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -7364624.500000 Penalty: 5243.284180
	Iteration 3Q: 3 clusters Score -7364624 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -7364988.000000 Penalty: 5243.284180
	Iteration 4Q: 3 clusters Score -7364988 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -7365408.000000 Penalty: 5243.284180
	Iteration 5Q: 3 clusters Score -7365408 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -7365920.000000 Penalty: 5243.284180
	Iteration 6Q: 3 clusters Score -7365920 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -7366578.000000 Penalty: 5243.284180
	Iteration 7Q: 3 clusters Score -7366578 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -7367498.500000 Penalty: 5243.284180
	Iteration 8Q: 3 clusters Score -7367498 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -7368781.000000 Penalty: 5243.284180
	Iteration 9F: 3 clusters Score -7368781 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -7370313.000000 Penalty: 5243.284180
	Iteration 10F: 3 clusters Score -7370313 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -7371842.000000 Penalty: 5243.284180
	Iteration 11F: 3 clusters Score -7371842 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -7372949.500000 Penalty: 5243.284180
	Iteration 12Q: 3 clusters Score -7372950 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -7373775.500000 Penalty: 5243.284180
	Iteration 13Q: 3 clusters Score -7373776 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -7374372.000000 Penalty: 5243.284180
	Iteration 14Q: 3 clusters Score -7374372 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -7374788.500000 Penalty: 5243.284180
	Iteration 15Q: 3 clusters Score -7374788 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7375117.000000 Penalty: 5243.284180
	Iteration 16Q: 3 clusters Score -7375117 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7375361.000000 Penalty: 5243.284180
	Iteration 17Q: 3 clusters Score -7375361 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7375585.000000 Penalty: 5243.284180
	Iteration 18Q: 3 clusters Score -7375585 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7375724.000000 Penalty: 5243.284180
	Iteration 19Q: 3 clusters Score -7375724 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7375858.000000 Penalty: 5243.284180
	Iteration 20F: 3 clusters Score -7375858 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7375959.500000 Penalty: 5243.284180
	Iteration 21Q: 3 clusters Score -7375960 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7376035.500000 Penalty: 5243.284180
	Iteration 22Q: 3 clusters Score -7376036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7376100.000000 Penalty: 5243.284180
	Iteration 23Q: 3 clusters Score -7376100 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7376163.000000 Penalty: 5243.284180
	Iteration 24Q: 3 clusters Score -7376163 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7376202.000000 Penalty: 5243.284180
	Iteration 25Q: 3 clusters Score -7376202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7376240.500000 Penalty: 5243.284180
	Iteration 26Q: 3 clusters Score -7376240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7376251.000000 Penalty: 5243.284180
	Iteration 27Q: 3 clusters Score -7376251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7376287.000000 Penalty: 5243.284180
	Iteration 28Q: 3 clusters Score -7376287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7376324.500000 Penalty: 5243.284180
	Iteration 29Q: 3 clusters Score -7376324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7376352.500000 Penalty: 5243.284180
	Iteration 30Q: 3 clusters Score -7376352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7376395.000000 Penalty: 5243.284180
	Iteration 31Q: 3 clusters Score -7376395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7376426.000000 Penalty: 5243.284180
	Iteration 32Q: 3 clusters Score -7376426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7376436.500000 Penalty: 5243.284180
	Iteration 33Q: 3 clusters Score -7376436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7376472.000000 Penalty: 5243.284180
	Iteration 34Q: 3 clusters Score -7376472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7376482.500000 Penalty: 5243.284180
	Iteration 35Q: 3 clusters Score -7376482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7376489.500000 Penalty: 5243.284180
	Iteration 36Q: 3 clusters Score -7376490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7376494.000000 Penalty: 5243.284180
	Iteration 37Q: 3 clusters Score -7376494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7376498.500000 Penalty: 5243.284180
	Iteration 38Q: 3 clusters Score -7376498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7376497.000000 Penalty: 5243.284180
	Iteration 39Q: 3 clusters Score -7376497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7376500.000000 Penalty: 5243.284180
	Iteration 40F: 3 clusters Score -7376500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7376504.000000 Penalty: 5243.284180
	Iteration 41Q: 3 clusters Score -7376504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7376507.000000 Penalty: 5243.284180
	Iteration 42Q: 3 clusters Score -7376507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7376517.500000 Penalty: 5243.284180
	Iteration 43Q: 3 clusters Score -7376518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7376529.000000 Penalty: 5243.284180
	Iteration 44Q: 3 clusters Score -7376529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7376534.000000 Penalty: 5243.284180
	Iteration 45Q: 3 clusters Score -7376534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7376534.500000 Penalty: 5243.284180
	Iteration 46Q: 3 clusters Score -7376534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7376537.500000 Penalty: 5243.284180
	Iteration 47Q: 3 clusters Score -7376538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7376538.000000 Penalty: 5243.284180
	Iteration 48Q: 3 clusters Score -7376538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7376536.000000 Penalty: 5243.284180
	Iteration 49Q: 3 clusters Score -7376536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7376541.500000 Penalty: 5243.284180
	Iteration 50Q: 3 clusters Score -7376542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7376552.500000 Penalty: 5243.284180
	Iteration 51Q: 3 clusters Score -7376552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7376548.500000 Penalty: 5243.284180
	Iteration 52Q: 3 clusters Score -7376548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7376552.500000 Penalty: 5243.284180
	Iteration 53Q: 3 clusters Score -7376552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7376556.000000 Penalty: 5243.284180
	Iteration 54Q: 3 clusters Score -7376556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7376555.000000 Penalty: 5243.284180
	Iteration 55Q: 3 clusters Score -7376555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7376555.500000 Penalty: 5243.284180
	Iteration 56Q: 3 clusters Score -7376556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7376557.000000 Penalty: 5243.284180
	Iteration 57Q: 3 clusters Score -7376557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7376563.000000 Penalty: 5243.284180
	Iteration 58Q: 3 clusters Score -7376563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7376563.500000 Penalty: 5243.284180
	Iteration 59Q: 3 clusters Score -7376564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7376567.500000 Penalty: 5243.284180
	Iteration 60F: 3 clusters Score -7376568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7376565.500000 Penalty: 5243.284180
	Iteration 61Q: 3 clusters Score -7376566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7376567.500000 Penalty: 5243.284180
	Iteration 62Q: 3 clusters Score -7376568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7376566.000000 Penalty: 5243.284180
	Iteration 63Q: 3 clusters Score -7376566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7376564.500000 Penalty: 5243.284180
	Iteration 64Q: 3 clusters Score -7376564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7376569.000000 Penalty: 5243.284180
	Iteration 65Q: 3 clusters Score -7376569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7376570.000000 Penalty: 5243.284180
	Iteration 66Q: 3 clusters Score -7376570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7376570.000000 Penalty: 5243.284180
	Iteration 67F: 3 clusters Score -7376570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Entering Unmasked Estep 
Score: -8025842.000000 Penalty: 2647.384521
	Iteration 0F: 2 clusters Score -8025842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -7997267.500000 Penalty: 5294.769043
	Iteration 0F: 3 clusters Score -7997268 nChanged 19935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -8008246.000000 Penalty: 5294.769043
	Iteration 1F: 3 clusters Score -8008246 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -8008782.000000 Penalty: 5294.769043
	Iteration 2Q: 3 clusters Score -8008782 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -8009281.000000 Penalty: 5294.769043
	Iteration 3Q: 3 clusters Score -8009281 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -8009870.000000 Penalty: 5294.769043
	Iteration 4Q: 3 clusters Score -8009870 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -8010532.000000 Penalty: 5294.769043
	Iteration 5Q: 3 clusters Score -8010532 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -8011430.500000 Penalty: 5294.769043
	Iteration 6Q: 3 clusters Score -8011430 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -8012666.500000 Penalty: 5294.769043
	Iteration 7F: 3 clusters Score -8012666 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -8014503.500000 Penalty: 5294.769043
	Iteration 8F: 3 clusters Score -8014504 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -8016765.500000 Penalty: 5294.769043
	Iteration 9F: 3 clusters Score -8016766 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -8019069.500000 Penalty: 5294.769043
	Iteration 10F: 3 clusters Score -8019070 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -8020977.000000 Penalty: 5294.769043
	Iteration 11Q: 3 clusters Score -8020977 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -8022165.000000 Penalty: 5294.769043
	Iteration 12Q: 3 clusters Score -8022165 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -8022801.000000 Penalty: 5294.769043
	Iteration 13Q: 3 clusters Score -8022801 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -8023131.000000 Penalty: 5294.769043
	Iteration 14Q: 3 clusters Score -8023131 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8023300.000000 Penalty: 5294.769043
	Iteration 15Q: 3 clusters Score -8023300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -8023414.000000 Penalty: 5294.769043
	Iteration 16Q: 3 clusters Score -8023414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -8023464.500000 Penalty: 5294.769043
	Iteration 17Q: 3 clusters Score -8023464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -8023504.500000 Penalty: 5294.769043
	Iteration 18Q: 3 clusters Score -8023504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -8023513.500000 Penalty: 5294.769043
	Iteration 19Q: 3 clusters Score -8023514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -8023534.500000 Penalty: 5294.769043
	Iteration 20F: 3 clusters Score -8023534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -8023554.000000 Penalty: 5294.769043
	Iteration 21Q: 3 clusters Score -8023554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -8023549.500000 Penalty: 5294.769043
	Iteration 22Q: 3 clusters Score -8023550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -8023557.500000 Penalty: 5294.769043
	Iteration 23Q: 3 clusters Score -8023558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -8023557.500000 Penalty: 5294.769043
	Iteration 24Q: 3 clusters Score -8023558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -8023561.000000 Penalty: 5294.769043
	Iteration 25Q: 3 clusters Score -8023561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -8023561.000000 Penalty: 5294.769043
	Iteration 26F: 3 clusters Score -8023561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Entering Unmasked Estep 
Score: -7220104.500000 Penalty: 2627.462646
	Iteration 0F: 2 clusters Score -7220104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -7192988.500000 Penalty: 5254.925293
	Iteration 0F: 3 clusters Score -7192988 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -7203043.000000 Penalty: 5254.925293
	Iteration 1F: 3 clusters Score -7203043 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -7203475.000000 Penalty: 5254.925293
	Iteration 2Q: 3 clusters Score -7203475 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -7203850.000000 Penalty: 5254.925293
	Iteration 3Q: 3 clusters Score -7203850 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -7204162.500000 Penalty: 5254.925293
	Iteration 4Q: 3 clusters Score -7204162 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -7204442.000000 Penalty: 5254.925293
	Iteration 5Q: 3 clusters Score -7204442 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -7204746.000000 Penalty: 5254.925293
	Iteration 6Q: 3 clusters Score -7204746 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -7205012.500000 Penalty: 5254.925293
	Iteration 7Q: 3 clusters Score -7205012 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -7205327.000000 Penalty: 5254.925293
	Iteration 8Q: 3 clusters Score -7205327 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -7205710.000000 Penalty: 5254.925293
	Iteration 9Q: 3 clusters Score -7205710 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -7206227.500000 Penalty: 5254.925293
	Iteration 10Q: 3 clusters Score -7206228 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -7206940.000000 Penalty: 5254.925293
	Iteration 11Q: 3 clusters Score -7206940 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -7207871.500000 Penalty: 5254.925293
	Iteration 12Q: 3 clusters Score -7207872 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -7209065.500000 Penalty: 5254.925293
	Iteration 13Q: 3 clusters Score -7209066 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -7210214.500000 Penalty: 5254.925293
	Iteration 14Q: 3 clusters Score -7210214 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -7211063.500000 Penalty: 5254.925293
	Iteration 15Q: 3 clusters Score -7211064 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -7211601.000000 Penalty: 5254.925293
	Iteration 16Q: 3 clusters Score -7211601 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -7211984.000000 Penalty: 5254.925293
	Iteration 17Q: 3 clusters Score -7211984 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -7212273.000000 Penalty: 5254.925293
	Iteration 18Q: 3 clusters Score -7212273 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -7212574.000000 Penalty: 5254.925293
	Iteration 19Q: 3 clusters Score -7212574 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -7212915.000000 Penalty: 5254.925293
	Iteration 20F: 3 clusters Score -7212915 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -7213314.500000 Penalty: 5254.925293
	Iteration 21Q: 3 clusters Score -7213314 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -7213768.500000 Penalty: 5254.925293
	Iteration 22Q: 3 clusters Score -7213768 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -7214190.000000 Penalty: 5254.925293
	Iteration 23Q: 3 clusters Score -7214190 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -7214617.500000 Penalty: 5254.925293
	Iteration 24Q: 3 clusters Score -7214618 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -7215060.000000 Penalty: 5254.925293
	Iteration 25Q: 3 clusters Score -7215060 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -7215548.500000 Penalty: 5254.925293
	Iteration 26Q: 3 clusters Score -7215548 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7216002.000000 Penalty: 5254.925293
	Iteration 27Q: 3 clusters Score -7216002 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7216381.000000 Penalty: 5254.925293
	Iteration 28Q: 3 clusters Score -7216381 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7216752.500000 Penalty: 5254.925293
	Iteration 29Q: 3 clusters Score -7216752 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7217026.000000 Penalty: 5254.925293
	Iteration 30Q: 3 clusters Score -7217026 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7217259.000000 Penalty: 5254.925293
	Iteration 31Q: 3 clusters Score -7217259 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7217446.000000 Penalty: 5254.925293
	Iteration 32Q: 3 clusters Score -7217446 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7217600.000000 Penalty: 5254.925293
	Iteration 33Q: 3 clusters Score -7217600 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7217742.500000 Penalty: 5254.925293
	Iteration 34Q: 3 clusters Score -7217742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7217833.000000 Penalty: 5254.925293
	Iteration 35Q: 3 clusters Score -7217833 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7217883.500000 Penalty: 5254.925293
	Iteration 36Q: 3 clusters Score -7217884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7217950.500000 Penalty: 5254.925293
	Iteration 37Q: 3 clusters Score -7217950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7217976.500000 Penalty: 5254.925293
	Iteration 38Q: 3 clusters Score -7217976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7217991.000000 Penalty: 5254.925293
	Iteration 39Q: 3 clusters Score -7217991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7218006.500000 Penalty: 5254.925293
	Iteration 40F: 3 clusters Score -7218006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7218019.000000 Penalty: 5254.925293
	Iteration 41Q: 3 clusters Score -7218019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7218031.000000 Penalty: 5254.925293
	Iteration 42Q: 3 clusters Score -7218031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7218039.000000 Penalty: 5254.925293
	Iteration 43Q: 3 clusters Score -7218039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7218037.000000 Penalty: 5254.925293
	Iteration 44Q: 3 clusters Score -7218037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7218036.000000 Penalty: 5254.925293
	Iteration 45Q: 3 clusters Score -7218036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7218036.000000 Penalty: 5254.925293
	Iteration 46F: 3 clusters Score -7218036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -48712.707031 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -48712.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47352.859375 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -47352.86 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47663.363281 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -47663.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47834.609375 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -47834.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47939.410156 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -47939.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48018.261719 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -48018.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48065.406250 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -48065.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48104.566406 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -48104.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48142.714844 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -48142.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48210.718750 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -48210.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48226.800781 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -48226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48230.457031 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -48230.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48240.773438 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -48240.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48254.085938 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -48254.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48255.597656 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -48255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48257.082031 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -48257.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48258.539062 Penalty: 3029.083252
	Iteration 15Q: 3 clusters Score -48258.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48258.539062 Penalty: 3029.083252
	Iteration 16F: 3 clusters Score -48258.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Entering Unmasked Estep 
Score: -7934637.500000 Penalty: 2642.685059
	Iteration 0F: 2 clusters Score -7934638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -7907546.000000 Penalty: 5285.370117
	Iteration 0F: 3 clusters Score -7907546 nChanged 19508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -7918364.000000 Penalty: 5285.370117
	Iteration 1F: 3 clusters Score -7918364 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -7918971.500000 Penalty: 5285.370117
	Iteration 2Q: 3 clusters Score -7918972 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -7919813.500000 Penalty: 5285.370117
	Iteration 3Q: 3 clusters Score -7919814 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -7920784.500000 Penalty: 5285.370117
	Iteration 4F: 3 clusters Score -7920784 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -7922147.000000 Penalty: 5285.370117
	Iteration 5F: 3 clusters Score -7922147 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -7924021.000000 Penalty: 5285.370117
	Iteration 6F: 3 clusters Score -7924021 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -7926184.500000 Penalty: 5285.370117
	Iteration 7F: 3 clusters Score -7926184 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -7928313.000000 Penalty: 5285.370117
	Iteration 8F: 3 clusters Score -7928313 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -7929903.000000 Penalty: 5285.370117
	Iteration 9Q: 3 clusters Score -7929903 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -7931008.500000 Penalty: 5285.370117
	Iteration 10Q: 3 clusters Score -7931008 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -7931659.500000 Penalty: 5285.370117
	Iteration 11Q: 3 clusters Score -7931660 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -7932008.500000 Penalty: 5285.370117
	Iteration 12Q: 3 clusters Score -7932008 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -7932161.500000 Penalty: 5285.370117
	Iteration 13Q: 3 clusters Score -7932162 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -7932291.000000 Penalty: 5285.370117
	Iteration 14Q: 3 clusters Score -7932291 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -7932357.500000 Penalty: 5285.370117
	Iteration 15Q: 3 clusters Score -7932358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -7932388.500000 Penalty: 5285.370117
	Iteration 16Q: 3 clusters Score -7932388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -7932398.500000 Penalty: 5285.370117
	Iteration 17Q: 3 clusters Score -7932398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -7932427.500000 Penalty: 5285.370117
	Iteration 18Q: 3 clusters Score -7932428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -7932448.000000 Penalty: 5285.370117
	Iteration 19Q: 3 clusters Score -7932448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -7932450.500000 Penalty: 5285.370117
	Iteration 20F: 3 clusters Score -7932450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -7932477.000000 Penalty: 5285.370117
	Iteration 21Q: 3 clusters Score -7932477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -7932500.000000 Penalty: 5285.370117
	Iteration 22Q: 3 clusters Score -7932500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -7932503.000000 Penalty: 5285.370117
	Iteration 23Q: 3 clusters Score -7932503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -7932519.500000 Penalty: 5285.370117
	Iteration 24Q: 3 clusters Score -7932520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -7932549.500000 Penalty: 5285.370117
	Iteration 25Q: 3 clusters Score -7932550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -7932556.000000 Penalty: 5285.370117
	Iteration 26Q: 3 clusters Score -7932556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -7932558.000000 Penalty: 5285.370117
	Iteration 27Q: 3 clusters Score -7932558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -7932559.500000 Penalty: 5285.370117
	Iteration 28Q: 3 clusters Score -7932560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -7932565.000000 Penalty: 5285.370117
	Iteration 29Q: 3 clusters Score -7932565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -7932579.500000 Penalty: 5285.370117
	Iteration 30Q: 3 clusters Score -7932580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -7932580.000000 Penalty: 5285.370117
	Iteration 31Q: 3 clusters Score -7932580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -7932582.000000 Penalty: 5285.370117
	Iteration 32Q: 3 clusters Score -7932582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -7932601.500000 Penalty: 5285.370117
	Iteration 33Q: 3 clusters Score -7932602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -7932605.500000 Penalty: 5285.370117
	Iteration 34Q: 3 clusters Score -7932606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -7932621.000000 Penalty: 5285.370117
	Iteration 35Q: 3 clusters Score -7932621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -7932625.000000 Penalty: 5285.370117
	Iteration 36Q: 3 clusters Score -7932625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -7932614.500000 Penalty: 5285.370117
	Iteration 37Q: 3 clusters Score -7932614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -7932617.000000 Penalty: 5285.370117
	Iteration 38Q: 3 clusters Score -7932617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -7932624.500000 Penalty: 5285.370117
	Iteration 39Q: 3 clusters Score -7932624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -7932624.500000 Penalty: 5285.370117
	Iteration 40F: 3 clusters Score -7932624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -7932622.000000 Penalty: 5285.370117
	Iteration 41Q: 3 clusters Score -7932622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -7932617.000000 Penalty: 5285.370117
	Iteration 42Q: 3 clusters Score -7932617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -7932617.500000 Penalty: 5285.370117
	Iteration 43Q: 3 clusters Score -7932618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -7932617.500000 Penalty: 5285.370117
	Iteration 44F: 3 clusters Score -7932618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Entering Unmasked Estep 
Score: -8352554.500000 Penalty: 2657.401367
	Iteration 0F: 2 clusters Score -8352554 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 22627 members 
Entering Unmasked Estep 
Score: -8323364.500000 Penalty: 5314.802734
	Iteration 0F: 3 clusters Score -8323364 nChanged 20769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -8334842.000000 Penalty: 5314.802734
	Iteration 1F: 3 clusters Score -8334842 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -8335639.500000 Penalty: 5314.802734
	Iteration 2Q: 3 clusters Score -8335640 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -8336670.500000 Penalty: 5314.802734
	Iteration 3F: 3 clusters Score -8336670 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -8338146.000000 Penalty: 5314.802734
	Iteration 4F: 3 clusters Score -8338146 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -8340258.500000 Penalty: 5314.802734
	Iteration 5F: 3 clusters Score -8340258 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -8342867.500000 Penalty: 5314.802734
	Iteration 6F: 3 clusters Score -8342868 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -8345810.500000 Penalty: 5314.802734
	Iteration 7F: 3 clusters Score -8345810 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -8348387.000000 Penalty: 5314.802734
	Iteration 8F: 3 clusters Score -8348387 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -8349818.500000 Penalty: 5314.802734
	Iteration 9Q: 3 clusters Score -8349818 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -8350320.000000 Penalty: 5314.802734
	Iteration 10Q: 3 clusters Score -8350320 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -8350506.000000 Penalty: 5314.802734
	Iteration 11Q: 3 clusters Score -8350506 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -8350670.000000 Penalty: 5314.802734
	Iteration 12Q: 3 clusters Score -8350670 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -8350788.000000 Penalty: 5314.802734
	Iteration 13Q: 3 clusters Score -8350788 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -8350851.000000 Penalty: 5314.802734
	Iteration 14Q: 3 clusters Score -8350851 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -8350930.500000 Penalty: 5314.802734
	Iteration 15Q: 3 clusters Score -8350930 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -8350975.500000 Penalty: 5314.802734
	Iteration 16Q: 3 clusters Score -8350976 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -8351033.000000 Penalty: 5314.802734
	Iteration 17Q: 3 clusters Score -8351033 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -8351073.000000 Penalty: 5314.802734
	Iteration 18Q: 3 clusters Score -8351073 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -8351097.000000 Penalty: 5314.802734
	Iteration 19Q: 3 clusters Score -8351097 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -8351159.500000 Penalty: 5314.802734
	Iteration 20F: 3 clusters Score -8351160 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -8351225.500000 Penalty: 5314.802734
	Iteration 21Q: 3 clusters Score -8351226 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -8351255.500000 Penalty: 5314.802734
	Iteration 22Q: 3 clusters Score -8351256 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -8351306.500000 Penalty: 5314.802734
	Iteration 23Q: 3 clusters Score -8351306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -8351326.000000 Penalty: 5314.802734
	Iteration 24Q: 3 clusters Score -8351326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -8351349.500000 Penalty: 5314.802734
	Iteration 25Q: 3 clusters Score -8351350 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -8351384.000000 Penalty: 5314.802734
	Iteration 26Q: 3 clusters Score -8351384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -8351396.000000 Penalty: 5314.802734
	Iteration 27Q: 3 clusters Score -8351396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -8351400.500000 Penalty: 5314.802734
	Iteration 28Q: 3 clusters Score -8351400 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -8351394.000000 Penalty: 5314.802734
	Iteration 29Q: 3 clusters Score -8351394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -8351410.500000 Penalty: 5314.802734
	Iteration 30Q: 3 clusters Score -8351410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -8351409.000000 Penalty: 5314.802734
	Iteration 31Q: 3 clusters Score -8351409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8351452.000000 Penalty: 5314.802734
	Iteration 32Q: 3 clusters Score -8351452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -8351446.000000 Penalty: 5314.802734
	Iteration 33Q: 3 clusters Score -8351446 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -8351477.000000 Penalty: 5314.802734
	Iteration 34Q: 3 clusters Score -8351477 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -8351473.500000 Penalty: 5314.802734
	Iteration 35Q: 3 clusters Score -8351474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -8351470.500000 Penalty: 5314.802734
	Iteration 36Q: 3 clusters Score -8351470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -8351460.500000 Penalty: 5314.802734
	Iteration 37Q: 3 clusters Score -8351460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -8351471.000000 Penalty: 5314.802734
	Iteration 38Q: 3 clusters Score -8351471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8351473.500000 Penalty: 5314.802734
	Iteration 39Q: 3 clusters Score -8351474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -8351462.500000 Penalty: 5314.802734
	Iteration 40F: 3 clusters Score -8351462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -8351447.500000 Penalty: 5314.802734
	Iteration 41Q: 3 clusters Score -8351448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -8351440.000000 Penalty: 5314.802734
	Iteration 42Q: 3 clusters Score -8351440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -8351438.000000 Penalty: 5314.802734
	Iteration 43Q: 3 clusters Score -8351438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -8351433.500000 Penalty: 5314.802734
	Iteration 44Q: 3 clusters Score -8351434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -8351432.000000 Penalty: 5314.802734
	Iteration 45Q: 3 clusters Score -8351432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -8351422.000000 Penalty: 5314.802734
	Iteration 46Q: 3 clusters Score -8351422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8351418.000000 Penalty: 5314.802734
	Iteration 47Q: 3 clusters Score -8351418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -8351418.500000 Penalty: 5314.802734
	Iteration 48Q: 3 clusters Score -8351418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -8351432.500000 Penalty: 5314.802734
	Iteration 49Q: 3 clusters Score -8351432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -8351436.500000 Penalty: 5314.802734
	Iteration 50Q: 3 clusters Score -8351436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -8351435.000000 Penalty: 5314.802734
	Iteration 51Q: 3 clusters Score -8351435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -8351451.000000 Penalty: 5314.802734
	Iteration 52Q: 3 clusters Score -8351451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -8351440.500000 Penalty: 5314.802734
	Iteration 53Q: 3 clusters Score -8351440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -8351441.000000 Penalty: 5314.802734
	Iteration 54Q: 3 clusters Score -8351441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -8351439.500000 Penalty: 5314.802734
	Iteration 55Q: 3 clusters Score -8351440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -8351450.000000 Penalty: 5314.802734
	Iteration 56Q: 3 clusters Score -8351450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8351449.500000 Penalty: 5314.802734
	Iteration 57Q: 3 clusters Score -8351450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -8351434.000000 Penalty: 5314.802734
	Iteration 58Q: 3 clusters Score -8351434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -8351438.000000 Penalty: 5314.802734
	Iteration 59Q: 3 clusters Score -8351438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -8351432.000000 Penalty: 5314.802734
	Iteration 60F: 3 clusters Score -8351432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -8351443.000000 Penalty: 5314.802734
	Iteration 61Q: 3 clusters Score -8351443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8351436.000000 Penalty: 5314.802734
	Iteration 62Q: 3 clusters Score -8351436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8351427.500000 Penalty: 5314.802734
	Iteration 63Q: 3 clusters Score -8351428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -8351425.500000 Penalty: 5314.802734
	Iteration 64Q: 3 clusters Score -8351426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -8351428.500000 Penalty: 5314.802734
	Iteration 65Q: 3 clusters Score -8351428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -8351424.000000 Penalty: 5314.802734
	Iteration 66Q: 3 clusters Score -8351424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8351425.000000 Penalty: 5314.802734
	Iteration 67Q: 3 clusters Score -8351425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -8351425.000000 Penalty: 5314.802734
	Iteration 68Q: 3 clusters Score -8351425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -8351417.500000 Penalty: 5314.802734
	Iteration 69Q: 3 clusters Score -8351418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -8351420.000000 Penalty: 5314.802734
	Iteration 70Q: 3 clusters Score -8351420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -8351414.000000 Penalty: 5314.802734
	Iteration 71Q: 3 clusters Score -8351414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8351421.000000 Penalty: 5314.802734
	Iteration 72Q: 3 clusters Score -8351421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -8351425.500000 Penalty: 5314.802734
	Iteration 73Q: 3 clusters Score -8351426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -8351418.000000 Penalty: 5314.802734
	Iteration 74Q: 3 clusters Score -8351418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8351407.000000 Penalty: 5314.802734
	Iteration 75Q: 3 clusters Score -8351407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -8351416.000000 Penalty: 5314.802734
	Iteration 76Q: 3 clusters Score -8351416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -8351412.500000 Penalty: 5314.802734
	Iteration 77Q: 3 clusters Score -8351412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -8351419.000000 Penalty: 5314.802734
	Iteration 78Q: 3 clusters Score -8351419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8351420.500000 Penalty: 5314.802734
	Iteration 79Q: 3 clusters Score -8351420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -8351418.000000 Penalty: 5314.802734
	Iteration 80F: 3 clusters Score -8351418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -8351404.500000 Penalty: 5314.802734
	Iteration 81Q: 3 clusters Score -8351404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -8351404.000000 Penalty: 5314.802734
	Iteration 82Q: 3 clusters Score -8351404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -8351416.000000 Penalty: 5314.802734
	Iteration 83Q: 3 clusters Score -8351416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8351406.000000 Penalty: 5314.802734
	Iteration 84Q: 3 clusters Score -8351406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -8351394.500000 Penalty: 5314.802734
	Iteration 85Q: 3 clusters Score -8351394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -8351394.500000 Penalty: 5314.802734
	Iteration 86Q: 3 clusters Score -8351394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -8351394.500000 Penalty: 5314.802734
	Iteration 87Q: 3 clusters Score -8351394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -8351413.000000 Penalty: 5314.802734
	Iteration 88Q: 3 clusters Score -8351413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -8351409.500000 Penalty: 5314.802734
	Iteration 89Q: 3 clusters Score -8351410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -8351388.500000 Penalty: 5314.802734
	Iteration 90Q: 3 clusters Score -8351388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -8351396.000000 Penalty: 5314.802734
	Iteration 91Q: 3 clusters Score -8351396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8351384.500000 Penalty: 5314.802734
	Iteration 92Q: 3 clusters Score -8351384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -8351389.500000 Penalty: 5314.802734
	Iteration 93Q: 3 clusters Score -8351390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -8351390.500000 Penalty: 5314.802734
	Iteration 94Q: 3 clusters Score -8351390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -8351379.500000 Penalty: 5314.802734
	Iteration 95Q: 3 clusters Score -8351380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -8351376.000000 Penalty: 5314.802734
	Iteration 96Q: 3 clusters Score -8351376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -8351363.500000 Penalty: 5314.802734
	Iteration 97Q: 3 clusters Score -8351364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -8351369.500000 Penalty: 5314.802734
	Iteration 98Q: 3 clusters Score -8351370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -8351374.500000 Penalty: 5314.802734
	Iteration 99Q: 3 clusters Score -8351374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -8351372.500000 Penalty: 5314.802734
	Iteration 100F: 3 clusters Score -8351372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -8351378.000000 Penalty: 5314.802734
	Iteration 101Q: 3 clusters Score -8351378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -8351378.000000 Penalty: 5314.802734
	Iteration 102Q: 3 clusters Score -8351378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -8351372.500000 Penalty: 5314.802734
	Iteration 103Q: 3 clusters Score -8351372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -8351374.500000 Penalty: 5314.802734
	Iteration 104Q: 3 clusters Score -8351374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8351371.000000 Penalty: 5314.802734
	Iteration 105Q: 3 clusters Score -8351371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -8351371.500000 Penalty: 5314.802734
	Iteration 106Q: 3 clusters Score -8351372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -8351356.500000 Penalty: 5314.802734
	Iteration 107Q: 3 clusters Score -8351356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8351358.500000 Penalty: 5314.802734
	Iteration 108Q: 3 clusters Score -8351358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8351358.500000 Penalty: 5314.802734
	Iteration 109F: 3 clusters Score -8351358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Entering Unmasked Estep 
Score: -2261868.000000 Penalty: 2334.088379
	Iteration 0F: 2 clusters Score -2261868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2252812.750000 Penalty: 4668.176758
	Iteration 0F: 3 clusters Score -2252813 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2255623.000000 Penalty: 4668.176758
	Iteration 1F: 3 clusters Score -2255623 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2255924.000000 Penalty: 4668.176758
	Iteration 2F: 3 clusters Score -2255924 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2256112.250000 Penalty: 4668.176758
	Iteration 3Q: 3 clusters Score -2256112 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2256282.750000 Penalty: 4668.176758
	Iteration 4Q: 3 clusters Score -2256283 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2256415.000000 Penalty: 4668.176758
	Iteration 5Q: 3 clusters Score -2256415 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2256533.000000 Penalty: 4668.176758
	Iteration 6Q: 3 clusters Score -2256533 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2256650.750000 Penalty: 4668.176758
	Iteration 7Q: 3 clusters Score -2256651 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2256790.250000 Penalty: 4668.176758
	Iteration 8Q: 3 clusters Score -2256790 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2256959.000000 Penalty: 4668.176758
	Iteration 9Q: 3 clusters Score -2256959 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2257192.000000 Penalty: 4668.176758
	Iteration 10Q: 3 clusters Score -2257192 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2257473.750000 Penalty: 4668.176758
	Iteration 11Q: 3 clusters Score -2257474 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2257808.500000 Penalty: 4668.176758
	Iteration 12Q: 3 clusters Score -2257808 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2258207.750000 Penalty: 4668.176758
	Iteration 13Q: 3 clusters Score -2258208 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2258628.750000 Penalty: 4668.176758
	Iteration 14Q: 3 clusters Score -2258629 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2258989.750000 Penalty: 4668.176758
	Iteration 15Q: 3 clusters Score -2258990 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2259269.000000 Penalty: 4668.176758
	Iteration 16Q: 3 clusters Score -2259269 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2259464.750000 Penalty: 4668.176758
	Iteration 17Q: 3 clusters Score -2259465 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2259609.750000 Penalty: 4668.176758
	Iteration 18Q: 3 clusters Score -2259610 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2259690.000000 Penalty: 4668.176758
	Iteration 19Q: 3 clusters Score -2259690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2259737.750000 Penalty: 4668.176758
	Iteration 20F: 3 clusters Score -2259738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2259776.750000 Penalty: 4668.176758
	Iteration 21Q: 3 clusters Score -2259777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2259795.000000 Penalty: 4668.176758
	Iteration 22Q: 3 clusters Score -2259795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2259811.750000 Penalty: 4668.176758
	Iteration 23Q: 3 clusters Score -2259812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2259824.750000 Penalty: 4668.176758
	Iteration 24Q: 3 clusters Score -2259825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2259830.500000 Penalty: 4668.176758
	Iteration 25Q: 3 clusters Score -2259830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2259834.500000 Penalty: 4668.176758
	Iteration 26Q: 3 clusters Score -2259834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2259838.500000 Penalty: 4668.176758
	Iteration 27Q: 3 clusters Score -2259838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2259843.250000 Penalty: 4668.176758
	Iteration 28Q: 3 clusters Score -2259843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2259846.750000 Penalty: 4668.176758
	Iteration 29Q: 3 clusters Score -2259847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2259846.250000 Penalty: 4668.176758
	Iteration 30Q: 3 clusters Score -2259846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2259846.250000 Penalty: 4668.176758
	Iteration 31F: 3 clusters Score -2259846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -94671.953125 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -94671.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -93082.750000 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -93082.75 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93261.765625 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -93261.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93297.562500 Penalty: 3116.930664
	Iteration 2Q: 3 clusters Score -93297.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93321.398438 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -93321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -93343.539062 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -93343.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93354.414062 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -93354.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93361.257812 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -93361.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93365.718750 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -93365.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93365.718750 Penalty: 3116.930664
	Iteration 8F: 3 clusters Score -93365.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Entering Unmasked Estep 
Score: -581499.375000 Penalty: 2004.512329
	Iteration 0F: 2 clusters Score -581499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -578051.625000 Penalty: 4009.024658
	Iteration 0F: 3 clusters Score -578051.6 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -578730.187500 Penalty: 4009.024658
	Iteration 1F: 3 clusters Score -578730.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -578900.187500 Penalty: 4009.024658
	Iteration 2F: 3 clusters Score -578900.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -578982.250000 Penalty: 4009.024658
	Iteration 3Q: 3 clusters Score -578982.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -579031.562500 Penalty: 4009.024658
	Iteration 4Q: 3 clusters Score -579031.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -579073.937500 Penalty: 4009.024658
	Iteration 5Q: 3 clusters Score -579073.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -579101.625000 Penalty: 4009.024658
	Iteration 6Q: 3 clusters Score -579101.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -579120.562500 Penalty: 4009.024658
	Iteration 7Q: 3 clusters Score -579120.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -579136.062500 Penalty: 4009.024658
	Iteration 8Q: 3 clusters Score -579136.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -579143.125000 Penalty: 4009.024658
	Iteration 9Q: 3 clusters Score -579143.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -579147.062500 Penalty: 4009.024658
	Iteration 10Q: 3 clusters Score -579147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -579146.812500 Penalty: 4009.024658
	Iteration 11Q: 3 clusters Score -579146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -579149.187500 Penalty: 4009.024658
	Iteration 12Q: 3 clusters Score -579149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -579149.875000 Penalty: 4009.024658
	Iteration 13Q: 3 clusters Score -579149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -579149.312500 Penalty: 4009.024658
	Iteration 14Q: 3 clusters Score -579149.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -579149.312500 Penalty: 4009.024658
	Iteration 15F: 3 clusters Score -579149.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -183772.734375 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -183772.7 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 566 members 
Entering Unmasked Estep 
Score: -181746.984375 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -181747 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -182083.921875 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -182083.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -182178.625000 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -182178.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -182247.812500 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -182247.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -182288.750000 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -182288.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -182320.937500 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -182320.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -182335.921875 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -182335.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -182346.171875 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -182346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -182356.609375 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -182356.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -182361.125000 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -182361.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -182363.812500 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -182363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -182367.234375 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -182367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -182373.812500 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -182373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -182377.703125 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -182377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -182378.671875 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -182378.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -182378.671875 Penalty: 3480.683105
	Iteration 15F: 3 clusters Score -182378.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -95138.804688 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -95138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -93601.914062 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -93601.91 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -93875.828125 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -93875.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -94004.820312 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -94004.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -94080.210938 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -94080.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -94128.273438 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -94128.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -94159.593750 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -94159.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -94178.156250 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -94178.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94195.664062 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -94195.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94199.593750 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -94199.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94202.695312 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -94202.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94210.500000 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -94210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -94232.968750 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -94232.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -94260.132812 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -94260.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94269.242188 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -94269.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -94271.984375 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -94271.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94274.468750 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -94274.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -94275.359375 Penalty: 3156.062012
	Iteration 16Q: 3 clusters Score -94275.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -94275.359375 Penalty: 3156.062012
	Iteration 17F: 3 clusters Score -94275.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -315582.687500 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -315582.7 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 907 members 
Entering Unmasked Estep 
Score: -313084.375000 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -313084.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -313513.187500 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -313513.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -313607.875000 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -313607.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -313651.875000 Penalty: 3721.358154
	Iteration 3Q: 3 clusters Score -313651.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -313680.031250 Penalty: 3721.358154
	Iteration 4Q: 3 clusters Score -313680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -313698.937500 Penalty: 3721.358154
	Iteration 5Q: 3 clusters Score -313698.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -313720.531250 Penalty: 3721.358154
	Iteration 6Q: 3 clusters Score -313720.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -313737.375000 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -313737.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -313749.843750 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -313749.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -313768.312500 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -313768.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -313781.281250 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -313781.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -313791.000000 Penalty: 3721.358154
	Iteration 11Q: 3 clusters Score -313791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -313801.281250 Penalty: 3721.358154
	Iteration 12Q: 3 clusters Score -313801.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -313815.593750 Penalty: 3721.358154
	Iteration 13Q: 3 clusters Score -313815.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -313822.906250 Penalty: 3721.358154
	Iteration 14Q: 3 clusters Score -313822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -313829.562500 Penalty: 3721.358154
	Iteration 15Q: 3 clusters Score -313829.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -313834.062500 Penalty: 3721.358154
	Iteration 16Q: 3 clusters Score -313834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -313838.687500 Penalty: 3721.358154
	Iteration 17Q: 3 clusters Score -313838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -313840.375000 Penalty: 3721.358154
	Iteration 18Q: 3 clusters Score -313840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -313843.437500 Penalty: 3721.358154
	Iteration 19Q: 3 clusters Score -313843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -313844.437500 Penalty: 3721.358154
	Iteration 20F: 3 clusters Score -313844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -313845.468750 Penalty: 3721.358154
	Iteration 21Q: 3 clusters Score -313845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -313847.218750 Penalty: 3721.358154
	Iteration 22Q: 3 clusters Score -313847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -313849.437500 Penalty: 3721.358154
	Iteration 23Q: 3 clusters Score -313849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -313851.062500 Penalty: 3721.358154
	Iteration 24Q: 3 clusters Score -313851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -313851.531250 Penalty: 3721.358154
	Iteration 25Q: 3 clusters Score -313851.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -313852.218750 Penalty: 3721.358154
	Iteration 26Q: 3 clusters Score -313852.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -313852.218750 Penalty: 3721.358154
	Iteration 27F: 3 clusters Score -313852.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -903763.312500 Penalty: 2104.914551
	Iteration 0F: 2 clusters Score -903763.3 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 2379 members 
Entering Unmasked Estep 
Score: -899304.187500 Penalty: 4209.829102
	Iteration 0F: 3 clusters Score -899304.2 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -900313.312500 Penalty: 4209.829102
	Iteration 1F: 3 clusters Score -900313.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -900506.375000 Penalty: 4209.829102
	Iteration 2F: 3 clusters Score -900506.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -900615.125000 Penalty: 4209.829102
	Iteration 3Q: 3 clusters Score -900615.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -900681.875000 Penalty: 4209.829102
	Iteration 4Q: 3 clusters Score -900681.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -900730.937500 Penalty: 4209.829102
	Iteration 5Q: 3 clusters Score -900730.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -900765.125000 Penalty: 4209.829102
	Iteration 6Q: 3 clusters Score -900765.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -900797.250000 Penalty: 4209.829102
	Iteration 7Q: 3 clusters Score -900797.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -900830.812500 Penalty: 4209.829102
	Iteration 8Q: 3 clusters Score -900830.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -900856.625000 Penalty: 4209.829102
	Iteration 9Q: 3 clusters Score -900856.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -900882.187500 Penalty: 4209.829102
	Iteration 10Q: 3 clusters Score -900882.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -900903.125000 Penalty: 4209.829102
	Iteration 11Q: 3 clusters Score -900903.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -900925.125000 Penalty: 4209.829102
	Iteration 12Q: 3 clusters Score -900925.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -900945.500000 Penalty: 4209.829102
	Iteration 13Q: 3 clusters Score -900945.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -900965.000000 Penalty: 4209.829102
	Iteration 14Q: 3 clusters Score -900965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -900978.125000 Penalty: 4209.829102
	Iteration 15Q: 3 clusters Score -900978.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -900994.250000 Penalty: 4209.829102
	Iteration 16Q: 3 clusters Score -900994.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -901016.437500 Penalty: 4209.829102
	Iteration 17Q: 3 clusters Score -901016.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -901041.937500 Penalty: 4209.829102
	Iteration 18Q: 3 clusters Score -901041.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -901062.875000 Penalty: 4209.829102
	Iteration 19Q: 3 clusters Score -901062.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -901094.062500 Penalty: 4209.829102
	Iteration 20F: 3 clusters Score -901094.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -901127.437500 Penalty: 4209.829102
	Iteration 21Q: 3 clusters Score -901127.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -901161.437500 Penalty: 4209.829102
	Iteration 22Q: 3 clusters Score -901161.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -901198.562500 Penalty: 4209.829102
	Iteration 23Q: 3 clusters Score -901198.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -901233.750000 Penalty: 4209.829102
	Iteration 24Q: 3 clusters Score -901233.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -901265.750000 Penalty: 4209.829102
	Iteration 25Q: 3 clusters Score -901265.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -901303.500000 Penalty: 4209.829102
	Iteration 26Q: 3 clusters Score -901303.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -901339.687500 Penalty: 4209.829102
	Iteration 27Q: 3 clusters Score -901339.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -901377.375000 Penalty: 4209.829102
	Iteration 28Q: 3 clusters Score -901377.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -901415.875000 Penalty: 4209.829102
	Iteration 29Q: 3 clusters Score -901415.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -901452.250000 Penalty: 4209.829102
	Iteration 30Q: 3 clusters Score -901452.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -901487.625000 Penalty: 4209.829102
	Iteration 31Q: 3 clusters Score -901487.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -901522.000000 Penalty: 4209.829102
	Iteration 32Q: 3 clusters Score -901522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -901551.625000 Penalty: 4209.829102
	Iteration 33Q: 3 clusters Score -901551.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -901585.187500 Penalty: 4209.829102
	Iteration 34Q: 3 clusters Score -901585.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -901611.125000 Penalty: 4209.829102
	Iteration 35Q: 3 clusters Score -901611.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -901635.000000 Penalty: 4209.829102
	Iteration 36Q: 3 clusters Score -901635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -901664.937500 Penalty: 4209.829102
	Iteration 37Q: 3 clusters Score -901664.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -901695.750000 Penalty: 4209.829102
	Iteration 38Q: 3 clusters Score -901695.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -901720.500000 Penalty: 4209.829102
	Iteration 39Q: 3 clusters Score -901720.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -901739.500000 Penalty: 4209.829102
	Iteration 40F: 3 clusters Score -901739.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -901757.812500 Penalty: 4209.829102
	Iteration 41Q: 3 clusters Score -901757.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -901769.375000 Penalty: 4209.829102
	Iteration 42Q: 3 clusters Score -901769.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -901786.187500 Penalty: 4209.829102
	Iteration 43Q: 3 clusters Score -901786.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -901801.250000 Penalty: 4209.829102
	Iteration 44Q: 3 clusters Score -901801.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -901813.687500 Penalty: 4209.829102
	Iteration 45Q: 3 clusters Score -901813.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -901828.125000 Penalty: 4209.829102
	Iteration 46Q: 3 clusters Score -901828.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -901837.062500 Penalty: 4209.829102
	Iteration 47Q: 3 clusters Score -901837.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -901843.437500 Penalty: 4209.829102
	Iteration 48Q: 3 clusters Score -901843.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -901849.000000 Penalty: 4209.829102
	Iteration 49Q: 3 clusters Score -901849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -901854.125000 Penalty: 4209.829102
	Iteration 50Q: 3 clusters Score -901854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -901856.562500 Penalty: 4209.829102
	Iteration 51Q: 3 clusters Score -901856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -901859.187500 Penalty: 4209.829102
	Iteration 52Q: 3 clusters Score -901859.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -901860.625000 Penalty: 4209.829102
	Iteration 53Q: 3 clusters Score -901860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -901861.937500 Penalty: 4209.829102
	Iteration 54Q: 3 clusters Score -901861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -901863.000000 Penalty: 4209.829102
	Iteration 55Q: 3 clusters Score -901863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -901865.812500 Penalty: 4209.829102
	Iteration 56Q: 3 clusters Score -901865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -901866.750000 Penalty: 4209.829102
	Iteration 57Q: 3 clusters Score -901866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -901867.125000 Penalty: 4209.829102
	Iteration 58Q: 3 clusters Score -901867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -901867.812500 Penalty: 4209.829102
	Iteration 59Q: 3 clusters Score -901867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -901867.812500 Penalty: 4209.829102
	Iteration 60F: 3 clusters Score -901867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -109417.046875 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -109417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -107790.898438 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -107790.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -108028.351562 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -108028.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -108105.343750 Penalty: 3188.340332
	Iteration 2Q: 3 clusters Score -108105.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -108150.148438 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -108150.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -108184.781250 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -108184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -108198.507812 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -108198.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -108199.375000 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -108199.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -108199.375000 Penalty: 3188.340332
	Iteration 7F: 3 clusters Score -108199.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Entering Unmasked Estep 
Score: -5550601.000000 Penalty: 2556.156738
	Iteration 0F: 2 clusters Score -5550601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -5530054.000000 Penalty: 5112.313477
	Iteration 0F: 3 clusters Score -5530054 nChanged 13538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -5537659.500000 Penalty: 5112.313477
	Iteration 1F: 3 clusters Score -5537660 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -5538305.000000 Penalty: 5112.313477
	Iteration 2F: 3 clusters Score -5538305 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -5538987.000000 Penalty: 5112.313477
	Iteration 3F: 3 clusters Score -5538987 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -5539802.000000 Penalty: 5112.313477
	Iteration 4F: 3 clusters Score -5539802 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -5540710.000000 Penalty: 5112.313477
	Iteration 5F: 3 clusters Score -5540710 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -5541677.500000 Penalty: 5112.313477
	Iteration 6F: 3 clusters Score -5541678 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -5542708.000000 Penalty: 5112.313477
	Iteration 7F: 3 clusters Score -5542708 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5543838.500000 Penalty: 5112.313477
	Iteration 8F: 3 clusters Score -5543838 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5544941.000000 Penalty: 5112.313477
	Iteration 9F: 3 clusters Score -5544941 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -5545982.000000 Penalty: 5112.313477
	Iteration 10Q: 3 clusters Score -5545982 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -5546861.500000 Penalty: 5112.313477
	Iteration 11Q: 3 clusters Score -5546862 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -5547531.000000 Penalty: 5112.313477
	Iteration 12Q: 3 clusters Score -5547531 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -5547976.500000 Penalty: 5112.313477
	Iteration 13Q: 3 clusters Score -5547976 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -5548247.000000 Penalty: 5112.313477
	Iteration 14Q: 3 clusters Score -5548247 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -5548441.000000 Penalty: 5112.313477
	Iteration 15Q: 3 clusters Score -5548441 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -5548583.000000 Penalty: 5112.313477
	Iteration 16Q: 3 clusters Score -5548583 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -5548672.500000 Penalty: 5112.313477
	Iteration 17Q: 3 clusters Score -5548672 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -5548754.500000 Penalty: 5112.313477
	Iteration 18Q: 3 clusters Score -5548754 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -5548789.500000 Penalty: 5112.313477
	Iteration 19Q: 3 clusters Score -5548790 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -5548854.500000 Penalty: 5112.313477
	Iteration 20F: 3 clusters Score -5548854 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5548913.000000 Penalty: 5112.313477
	Iteration 21Q: 3 clusters Score -5548913 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -5548916.000000 Penalty: 5112.313477
	Iteration 22Q: 3 clusters Score -5548916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -5548940.500000 Penalty: 5112.313477
	Iteration 23Q: 3 clusters Score -5548940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -5548950.000000 Penalty: 5112.313477
	Iteration 24Q: 3 clusters Score -5548950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -5548954.000000 Penalty: 5112.313477
	Iteration 25Q: 3 clusters Score -5548954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -5548956.000000 Penalty: 5112.313477
	Iteration 26Q: 3 clusters Score -5548956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -5548971.000000 Penalty: 5112.313477
	Iteration 27Q: 3 clusters Score -5548971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -5548979.500000 Penalty: 5112.313477
	Iteration 28Q: 3 clusters Score -5548980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -5548983.000000 Penalty: 5112.313477
	Iteration 29Q: 3 clusters Score -5548983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5548988.000000 Penalty: 5112.313477
	Iteration 30Q: 3 clusters Score -5548988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -5548989.500000 Penalty: 5112.313477
	Iteration 31Q: 3 clusters Score -5548990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -5548982.500000 Penalty: 5112.313477
	Iteration 32Q: 3 clusters Score -5548982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -5548990.500000 Penalty: 5112.313477
	Iteration 33Q: 3 clusters Score -5548990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -5548990.500000 Penalty: 5112.313477
	Iteration 34Q: 3 clusters Score -5548990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -5548984.000000 Penalty: 5112.313477
	Iteration 35Q: 3 clusters Score -5548984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -5548983.000000 Penalty: 5112.313477
	Iteration 36Q: 3 clusters Score -5548983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5548978.000000 Penalty: 5112.313477
	Iteration 37Q: 3 clusters Score -5548978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -5548975.500000 Penalty: 5112.313477
	Iteration 38Q: 3 clusters Score -5548976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -5548982.500000 Penalty: 5112.313477
	Iteration 39Q: 3 clusters Score -5548982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -5548980.500000 Penalty: 5112.313477
	Iteration 40F: 3 clusters Score -5548980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -5548985.500000 Penalty: 5112.313477
	Iteration 41Q: 3 clusters Score -5548986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -5548983.000000 Penalty: 5112.313477
	Iteration 42Q: 3 clusters Score -5548983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -5548985.000000 Penalty: 5112.313477
	Iteration 43Q: 3 clusters Score -5548985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -5548993.500000 Penalty: 5112.313477
	Iteration 44Q: 3 clusters Score -5548994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -5548994.500000 Penalty: 5112.313477
	Iteration 45Q: 3 clusters Score -5548994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5548997.000000 Penalty: 5112.313477
	Iteration 46Q: 3 clusters Score -5548997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -5548998.500000 Penalty: 5112.313477
	Iteration 47Q: 3 clusters Score -5548998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -5548999.000000 Penalty: 5112.313477
	Iteration 48Q: 3 clusters Score -5548999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -5549000.000000 Penalty: 5112.313477
	Iteration 49Q: 3 clusters Score -5549000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -5548995.500000 Penalty: 5112.313477
	Iteration 50Q: 3 clusters Score -5548996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -5548995.500000 Penalty: 5112.313477
	Iteration 51Q: 3 clusters Score -5548996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -5548994.000000 Penalty: 5112.313477
	Iteration 52Q: 3 clusters Score -5548994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5548992.500000 Penalty: 5112.313477
	Iteration 53Q: 3 clusters Score -5548992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5548992.500000 Penalty: 5112.313477
	Iteration 54F: 3 clusters Score -5548992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -40257.300781 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -40257.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39067.640625 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -39067.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39163.628906 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -39163.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39191.566406 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -39191.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39202.480469 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -39202.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39213.679688 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -39213.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39213.679688 Penalty: 2714.246094
	Iteration 5F: 3 clusters Score -39213.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Entering Unmasked Estep 
Score: -8193906.000000 Penalty: 2652.125977
	Iteration 0F: 2 clusters Score -8193906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -8165368.000000 Penalty: 5304.251953
	Iteration 0F: 3 clusters Score -8165368 nChanged 20225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -8176277.000000 Penalty: 5304.251953
	Iteration 1F: 3 clusters Score -8176277 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -8176717.500000 Penalty: 5304.251953
	Iteration 2Q: 3 clusters Score -8176718 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -8177158.000000 Penalty: 5304.251953
	Iteration 3Q: 3 clusters Score -8177158 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -8177646.000000 Penalty: 5304.251953
	Iteration 4Q: 3 clusters Score -8177646 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -8178241.500000 Penalty: 5304.251953
	Iteration 5Q: 3 clusters Score -8178242 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -8179070.000000 Penalty: 5304.251953
	Iteration 6Q: 3 clusters Score -8179070 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -8179959.000000 Penalty: 5304.251953
	Iteration 7Q: 3 clusters Score -8179959 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -8181085.000000 Penalty: 5304.251953
	Iteration 8Q: 3 clusters Score -8181085 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8182437.500000 Penalty: 5304.251953
	Iteration 9F: 3 clusters Score -8182438 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -8184338.000000 Penalty: 5304.251953
	Iteration 10F: 3 clusters Score -8184338 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -8186681.000000 Penalty: 5304.251953
	Iteration 11F: 3 clusters Score -8186681 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -8188727.000000 Penalty: 5304.251953
	Iteration 12F: 3 clusters Score -8188727 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -8189937.000000 Penalty: 5304.251953
	Iteration 13Q: 3 clusters Score -8189937 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -8190532.000000 Penalty: 5304.251953
	Iteration 14Q: 3 clusters Score -8190532 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -8190829.500000 Penalty: 5304.251953
	Iteration 15Q: 3 clusters Score -8190830 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -8191043.000000 Penalty: 5304.251953
	Iteration 16Q: 3 clusters Score -8191043 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -8191118.500000 Penalty: 5304.251953
	Iteration 17Q: 3 clusters Score -8191118 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -8191185.000000 Penalty: 5304.251953
	Iteration 18Q: 3 clusters Score -8191185 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -8191235.500000 Penalty: 5304.251953
	Iteration 19Q: 3 clusters Score -8191236 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -8191258.500000 Penalty: 5304.251953
	Iteration 20F: 3 clusters Score -8191258 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -8191302.000000 Penalty: 5304.251953
	Iteration 21Q: 3 clusters Score -8191302 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -8191312.000000 Penalty: 5304.251953
	Iteration 22Q: 3 clusters Score -8191312 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -8191305.500000 Penalty: 5304.251953
	Iteration 23Q: 3 clusters Score -8191306 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -8191323.500000 Penalty: 5304.251953
	Iteration 24Q: 3 clusters Score -8191324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -8191332.000000 Penalty: 5304.251953
	Iteration 25Q: 3 clusters Score -8191332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -8191327.500000 Penalty: 5304.251953
	Iteration 26Q: 3 clusters Score -8191328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -8191320.000000 Penalty: 5304.251953
	Iteration 27Q: 3 clusters Score -8191320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -8191330.500000 Penalty: 5304.251953
	Iteration 28Q: 3 clusters Score -8191330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -8191335.000000 Penalty: 5304.251953
	Iteration 29Q: 3 clusters Score -8191335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -8191320.500000 Penalty: 5304.251953
	Iteration 30Q: 3 clusters Score -8191320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -8191324.500000 Penalty: 5304.251953
	Iteration 31Q: 3 clusters Score -8191324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -8191334.000000 Penalty: 5304.251953
	Iteration 32Q: 3 clusters Score -8191334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -8191348.500000 Penalty: 5304.251953
	Iteration 33Q: 3 clusters Score -8191348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -8191343.500000 Penalty: 5304.251953
	Iteration 34Q: 3 clusters Score -8191344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -8191354.000000 Penalty: 5304.251953
	Iteration 35Q: 3 clusters Score -8191354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -8191351.500000 Penalty: 5304.251953
	Iteration 36Q: 3 clusters Score -8191352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -8191355.000000 Penalty: 5304.251953
	Iteration 37Q: 3 clusters Score -8191355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -8191355.000000 Penalty: 5304.251953
	Iteration 38F: 3 clusters Score -8191355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -104220.593750 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -104220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102497.875000 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -102497.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -102956.570312 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -102956.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103180.359375 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -103180.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103305.632812 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -103305.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103386.242188 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -103386.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103434.445312 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -103434.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -103456.335938 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -103456.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103496.242188 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -103496.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103573.070312 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -103573.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103669.359375 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -103669.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103743.859375 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -103743.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103823.835938 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -103823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103893.390625 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -103893.4 nChanged 10
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: -103957.593750 Penalty: 3314.325684
	Iteration 13Q: 3 clusters Score -103957.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -104042.546875 Penalty: 3314.325684
	Iteration 14Q: 3 clusters Score -104042.5 nChanged 13
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: -104105.335938 Penalty: 3314.325684
	Iteration 15Q: 3 clusters Score -104105.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104129.640625 Penalty: 3314.325684
	Iteration 16Q: 3 clusters Score -104129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104149.101562 Penalty: 3314.325684
	Iteration 17Q: 3 clusters Score -104149.1 nChanged 5
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: -104167.835938 Penalty: 3314.325684
	Iteration 18Q: 3 clusters Score -104167.8 nChanged 4
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: -104187.640625 Penalty: 3314.325684
	Iteration 19Q: 3 clusters Score -104187.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104206.656250 Penalty: 3314.325684
	Iteration 20F: 3 clusters Score -104206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104222.476562 Penalty: 3314.325684
	Iteration 21Q: 3 clusters Score -104222.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104230.078125 Penalty: 3314.325684
	Iteration 22Q: 3 clusters Score -104230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104232.140625 Penalty: 3314.325684
	Iteration 23Q: 3 clusters Score -104232.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104232.140625 Penalty: 3314.325684
	Iteration 24F: 3 clusters Score -104232.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38993 members 
Mstep: Class 3 contains 43258 members 
Mstep: Class 4 contains 39919 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42446 members 
Mstep: Class 7 contains 45041 members 
Mstep: Class 8 contains 12230 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3238 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1813 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 29944 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44093 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 42402 members 
Mstep: Class 21 contains 42996 members 
Mstep: Class 22 contains 46772 members 
Mstep: Class 23 contains 45787 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 46967 members 
Mstep: Class 26 contains 48613 members 
Mstep: Class 27 contains 421 members 
Entering Unmasked Estep 
Score: -106671592.000000 Penalty: 88917.406250
Splitting cluster 19 changes total score from -106674072.000000 to -106671592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (42402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Entering Unmasked Estep 
Score: -7802451.500000 Penalty: 2642.427979
	Iteration 0F: 2 clusters Score -7802452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -7773771.000000 Penalty: 5284.855957
	Iteration 0F: 3 clusters Score -7773771 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -7784698.500000 Penalty: 5284.855957
	Iteration 1F: 3 clusters Score -7784698 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -7785258.500000 Penalty: 5284.855957
	Iteration 2Q: 3 clusters Score -7785258 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -7785772.500000 Penalty: 5284.855957
	Iteration 3Q: 3 clusters Score -7785772 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -7786343.000000 Penalty: 5284.855957
	Iteration 4Q: 3 clusters Score -7786343 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -7787019.500000 Penalty: 5284.855957
	Iteration 5Q: 3 clusters Score -7787020 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -7787986.500000 Penalty: 5284.855957
	Iteration 6Q: 3 clusters Score -7787986 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -7789323.000000 Penalty: 5284.855957
	Iteration 7F: 3 clusters Score -7789323 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -7791236.500000 Penalty: 5284.855957
	Iteration 8F: 3 clusters Score -7791236 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -7793386.500000 Penalty: 5284.855957
	Iteration 9F: 3 clusters Score -7793386 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -7795445.000000 Penalty: 5284.855957
	Iteration 10F: 3 clusters Score -7795445 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -7796657.500000 Penalty: 5284.855957
	Iteration 11Q: 3 clusters Score -7796658 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -7797341.000000 Penalty: 5284.855957
	Iteration 12Q: 3 clusters Score -7797341 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -7797788.000000 Penalty: 5284.855957
	Iteration 13Q: 3 clusters Score -7797788 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -7798152.500000 Penalty: 5284.855957
	Iteration 14Q: 3 clusters Score -7798152 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -7798486.500000 Penalty: 5284.855957
	Iteration 15Q: 3 clusters Score -7798486 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -7798774.000000 Penalty: 5284.855957
	Iteration 16Q: 3 clusters Score -7798774 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -7799051.000000 Penalty: 5284.855957
	Iteration 17Q: 3 clusters Score -7799051 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -7799287.500000 Penalty: 5284.855957
	Iteration 18Q: 3 clusters Score -7799288 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -7799520.500000 Penalty: 5284.855957
	Iteration 19Q: 3 clusters Score -7799520 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -7799727.500000 Penalty: 5284.855957
	Iteration 20F: 3 clusters Score -7799728 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -7799836.000000 Penalty: 5284.855957
	Iteration 21Q: 3 clusters Score -7799836 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -7799930.500000 Penalty: 5284.855957
	Iteration 22Q: 3 clusters Score -7799930 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -7800003.500000 Penalty: 5284.855957
	Iteration 23Q: 3 clusters Score -7800004 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -7800079.000000 Penalty: 5284.855957
	Iteration 24Q: 3 clusters Score -7800079 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -7800089.500000 Penalty: 5284.855957
	Iteration 25Q: 3 clusters Score -7800090 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -7800150.000000 Penalty: 5284.855957
	Iteration 26Q: 3 clusters Score -7800150 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -7800161.500000 Penalty: 5284.855957
	Iteration 27Q: 3 clusters Score -7800162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -7800183.500000 Penalty: 5284.855957
	Iteration 28Q: 3 clusters Score -7800184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -7800186.500000 Penalty: 5284.855957
	Iteration 29Q: 3 clusters Score -7800186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -7800222.500000 Penalty: 5284.855957
	Iteration 30Q: 3 clusters Score -7800222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7800248.000000 Penalty: 5284.855957
	Iteration 31Q: 3 clusters Score -7800248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -7800260.000000 Penalty: 5284.855957
	Iteration 32Q: 3 clusters Score -7800260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -7800283.500000 Penalty: 5284.855957
	Iteration 33Q: 3 clusters Score -7800284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -7800316.000000 Penalty: 5284.855957
	Iteration 34Q: 3 clusters Score -7800316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -7800324.000000 Penalty: 5284.855957
	Iteration 35Q: 3 clusters Score -7800324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -7800362.000000 Penalty: 5284.855957
	Iteration 36Q: 3 clusters Score -7800362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -7800380.000000 Penalty: 5284.855957
	Iteration 37Q: 3 clusters Score -7800380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -7800394.500000 Penalty: 5284.855957
	Iteration 38Q: 3 clusters Score -7800394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -7800415.500000 Penalty: 5284.855957
	Iteration 39Q: 3 clusters Score -7800416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -7800412.000000 Penalty: 5284.855957
	Iteration 40F: 3 clusters Score -7800412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -7800415.500000 Penalty: 5284.855957
	Iteration 41Q: 3 clusters Score -7800416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -7800432.500000 Penalty: 5284.855957
	Iteration 42Q: 3 clusters Score -7800432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -7800433.500000 Penalty: 5284.855957
	Iteration 43Q: 3 clusters Score -7800434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -7800451.500000 Penalty: 5284.855957
	Iteration 44Q: 3 clusters Score -7800452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -7800459.500000 Penalty: 5284.855957
	Iteration 45Q: 3 clusters Score -7800460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -7800467.000000 Penalty: 5284.855957
	Iteration 46Q: 3 clusters Score -7800467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -7800469.500000 Penalty: 5284.855957
	Iteration 47Q: 3 clusters Score -7800470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -7800472.500000 Penalty: 5284.855957
	Iteration 48Q: 3 clusters Score -7800472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7800477.000000 Penalty: 5284.855957
	Iteration 49Q: 3 clusters Score -7800477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -7800481.000000 Penalty: 5284.855957
	Iteration 50Q: 3 clusters Score -7800481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -7800488.500000 Penalty: 5284.855957
	Iteration 51Q: 3 clusters Score -7800488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -7800493.500000 Penalty: 5284.855957
	Iteration 52Q: 3 clusters Score -7800494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -7800501.000000 Penalty: 5284.855957
	Iteration 53Q: 3 clusters Score -7800501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -7800507.000000 Penalty: 5284.855957
	Iteration 54Q: 3 clusters Score -7800507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -7800507.000000 Penalty: 5284.855957
	Iteration 55Q: 3 clusters Score -7800507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -7800505.000000 Penalty: 5284.855957
	Iteration 56Q: 3 clusters Score -7800505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -7800500.500000 Penalty: 5284.855957
	Iteration 57Q: 3 clusters Score -7800500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -7800506.000000 Penalty: 5284.855957
	Iteration 58Q: 3 clusters Score -7800506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -7800506.500000 Penalty: 5284.855957
	Iteration 59Q: 3 clusters Score -7800506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -7800503.500000 Penalty: 5284.855957
	Iteration 60F: 3 clusters Score -7800504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -7800501.000000 Penalty: 5284.855957
	Iteration 61Q: 3 clusters Score -7800501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -7800503.500000 Penalty: 5284.855957
	Iteration 62Q: 3 clusters Score -7800504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -7800504.500000 Penalty: 5284.855957
	Iteration 63Q: 3 clusters Score -7800504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -7800504.500000 Penalty: 5284.855957
	Iteration 64F: 3 clusters Score -7800504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Entering Unmasked Estep 
Score: -7925836.500000 Penalty: 2645.877930
	Iteration 0F: 2 clusters Score -7925836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -7896896.000000 Penalty: 5291.755859
	Iteration 0F: 3 clusters Score -7896896 nChanged 19813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -7907753.500000 Penalty: 5291.755859
	Iteration 1F: 3 clusters Score -7907754 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -7908319.500000 Penalty: 5291.755859
	Iteration 2Q: 3 clusters Score -7908320 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -7908871.000000 Penalty: 5291.755859
	Iteration 3Q: 3 clusters Score -7908871 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -7909585.500000 Penalty: 5291.755859
	Iteration 4Q: 3 clusters Score -7909586 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -7910448.000000 Penalty: 5291.755859
	Iteration 5Q: 3 clusters Score -7910448 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -7911752.500000 Penalty: 5291.755859
	Iteration 6F: 3 clusters Score -7911752 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -7913636.000000 Penalty: 5291.755859
	Iteration 7F: 3 clusters Score -7913636 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -7916191.000000 Penalty: 5291.755859
	Iteration 8F: 3 clusters Score -7916191 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -7919250.500000 Penalty: 5291.755859
	Iteration 9F: 3 clusters Score -7919250 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -7921600.500000 Penalty: 5291.755859
	Iteration 10F: 3 clusters Score -7921600 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -7922557.500000 Penalty: 5291.755859
	Iteration 11Q: 3 clusters Score -7922558 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -7922933.000000 Penalty: 5291.755859
	Iteration 12Q: 3 clusters Score -7922933 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -7923130.000000 Penalty: 5291.755859
	Iteration 13Q: 3 clusters Score -7923130 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -7923265.500000 Penalty: 5291.755859
	Iteration 14Q: 3 clusters Score -7923266 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -7923301.000000 Penalty: 5291.755859
	Iteration 15Q: 3 clusters Score -7923301 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -7923330.500000 Penalty: 5291.755859
	Iteration 16Q: 3 clusters Score -7923330 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -7923358.000000 Penalty: 5291.755859
	Iteration 17Q: 3 clusters Score -7923358 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -7923387.500000 Penalty: 5291.755859
	Iteration 18Q: 3 clusters Score -7923388 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -7923414.500000 Penalty: 5291.755859
	Iteration 19Q: 3 clusters Score -7923414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -7923433.500000 Penalty: 5291.755859
	Iteration 20F: 3 clusters Score -7923434 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -7923444.000000 Penalty: 5291.755859
	Iteration 21Q: 3 clusters Score -7923444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -7923439.000000 Penalty: 5291.755859
	Iteration 22Q: 3 clusters Score -7923439 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -7923454.500000 Penalty: 5291.755859
	Iteration 23Q: 3 clusters Score -7923454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -7923487.500000 Penalty: 5291.755859
	Iteration 24Q: 3 clusters Score -7923488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -7923478.500000 Penalty: 5291.755859
	Iteration 25Q: 3 clusters Score -7923478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -7923480.500000 Penalty: 5291.755859
	Iteration 26Q: 3 clusters Score -7923480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -7923481.000000 Penalty: 5291.755859
	Iteration 27Q: 3 clusters Score -7923481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -7923495.500000 Penalty: 5291.755859
	Iteration 28Q: 3 clusters Score -7923496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -7923494.000000 Penalty: 5291.755859
	Iteration 29Q: 3 clusters Score -7923494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -7923509.000000 Penalty: 5291.755859
	Iteration 30Q: 3 clusters Score -7923509 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -7923499.000000 Penalty: 5291.755859
	Iteration 31Q: 3 clusters Score -7923499 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -7923499.500000 Penalty: 5291.755859
	Iteration 32Q: 3 clusters Score -7923500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -7923520.000000 Penalty: 5291.755859
	Iteration 33Q: 3 clusters Score -7923520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -7923518.500000 Penalty: 5291.755859
	Iteration 34Q: 3 clusters Score -7923518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -7923519.500000 Penalty: 5291.755859
	Iteration 35Q: 3 clusters Score -7923520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -7923542.000000 Penalty: 5291.755859
	Iteration 36Q: 3 clusters Score -7923542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -7923557.500000 Penalty: 5291.755859
	Iteration 37Q: 3 clusters Score -7923558 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -7923550.500000 Penalty: 5291.755859
	Iteration 38Q: 3 clusters Score -7923550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -7923561.000000 Penalty: 5291.755859
	Iteration 39Q: 3 clusters Score -7923561 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -7923575.500000 Penalty: 5291.755859
	Iteration 40F: 3 clusters Score -7923576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -7923578.000000 Penalty: 5291.755859
	Iteration 41Q: 3 clusters Score -7923578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -7923583.000000 Penalty: 5291.755859
	Iteration 42Q: 3 clusters Score -7923583 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -7923598.500000 Penalty: 5291.755859
	Iteration 43Q: 3 clusters Score -7923598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -7923595.500000 Penalty: 5291.755859
	Iteration 44Q: 3 clusters Score -7923596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -7923600.000000 Penalty: 5291.755859
	Iteration 45Q: 3 clusters Score -7923600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -7923602.000000 Penalty: 5291.755859
	Iteration 46Q: 3 clusters Score -7923602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -7923615.500000 Penalty: 5291.755859
	Iteration 47Q: 3 clusters Score -7923616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -7923617.000000 Penalty: 5291.755859
	Iteration 48Q: 3 clusters Score -7923617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -7923643.000000 Penalty: 5291.755859
	Iteration 49Q: 3 clusters Score -7923643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -7923631.000000 Penalty: 5291.755859
	Iteration 50Q: 3 clusters Score -7923631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -7923640.000000 Penalty: 5291.755859
	Iteration 51Q: 3 clusters Score -7923640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -7923627.000000 Penalty: 5291.755859
	Iteration 52Q: 3 clusters Score -7923627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -7923624.000000 Penalty: 5291.755859
	Iteration 53Q: 3 clusters Score -7923624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -7923632.000000 Penalty: 5291.755859
	Iteration 54Q: 3 clusters Score -7923632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -7923646.000000 Penalty: 5291.755859
	Iteration 55Q: 3 clusters Score -7923646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -7923645.500000 Penalty: 5291.755859
	Iteration 56Q: 3 clusters Score -7923646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -7923651.500000 Penalty: 5291.755859
	Iteration 57Q: 3 clusters Score -7923652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -7923667.000000 Penalty: 5291.755859
	Iteration 58Q: 3 clusters Score -7923667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -7923670.500000 Penalty: 5291.755859
	Iteration 59Q: 3 clusters Score -7923670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -7923668.000000 Penalty: 5291.755859
	Iteration 60F: 3 clusters Score -7923668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -7923654.000000 Penalty: 5291.755859
	Iteration 61Q: 3 clusters Score -7923654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -7923660.000000 Penalty: 5291.755859
	Iteration 62Q: 3 clusters Score -7923660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -7923660.000000 Penalty: 5291.755859
	Iteration 63Q: 3 clusters Score -7923660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -7923658.000000 Penalty: 5291.755859
	Iteration 64Q: 3 clusters Score -7923658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -7923670.000000 Penalty: 5291.755859
	Iteration 65Q: 3 clusters Score -7923670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -7923665.000000 Penalty: 5291.755859
	Iteration 66Q: 3 clusters Score -7923665 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -7923675.500000 Penalty: 5291.755859
	Iteration 67Q: 3 clusters Score -7923676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -7923673.500000 Penalty: 5291.755859
	Iteration 68Q: 3 clusters Score -7923674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -7923683.000000 Penalty: 5291.755859
	Iteration 69Q: 3 clusters Score -7923683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -7923676.000000 Penalty: 5291.755859
	Iteration 70Q: 3 clusters Score -7923676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -7923682.500000 Penalty: 5291.755859
	Iteration 71Q: 3 clusters Score -7923682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -7923678.500000 Penalty: 5291.755859
	Iteration 72Q: 3 clusters Score -7923678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -7923681.500000 Penalty: 5291.755859
	Iteration 73Q: 3 clusters Score -7923682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -7923688.500000 Penalty: 5291.755859
	Iteration 74Q: 3 clusters Score -7923688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -7923678.500000 Penalty: 5291.755859
	Iteration 75Q: 3 clusters Score -7923678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -7923688.000000 Penalty: 5291.755859
	Iteration 76Q: 3 clusters Score -7923688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -7923692.000000 Penalty: 5291.755859
	Iteration 77Q: 3 clusters Score -7923692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -7923685.500000 Penalty: 5291.755859
	Iteration 78Q: 3 clusters Score -7923686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -7923677.500000 Penalty: 5291.755859
	Iteration 79Q: 3 clusters Score -7923678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -7923673.500000 Penalty: 5291.755859
	Iteration 80F: 3 clusters Score -7923674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -7923681.500000 Penalty: 5291.755859
	Iteration 81Q: 3 clusters Score -7923682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -7923671.000000 Penalty: 5291.755859
	Iteration 82Q: 3 clusters Score -7923671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -7923673.500000 Penalty: 5291.755859
	Iteration 83Q: 3 clusters Score -7923674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -7923664.000000 Penalty: 5291.755859
	Iteration 84Q: 3 clusters Score -7923664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -7923662.000000 Penalty: 5291.755859
	Iteration 85Q: 3 clusters Score -7923662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -7923666.500000 Penalty: 5291.755859
	Iteration 86Q: 3 clusters Score -7923666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -7923663.000000 Penalty: 5291.755859
	Iteration 87Q: 3 clusters Score -7923663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -7923660.000000 Penalty: 5291.755859
	Iteration 88Q: 3 clusters Score -7923660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -7923662.000000 Penalty: 5291.755859
	Iteration 89Q: 3 clusters Score -7923662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -7923670.000000 Penalty: 5291.755859
	Iteration 90Q: 3 clusters Score -7923670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -7923671.500000 Penalty: 5291.755859
	Iteration 91Q: 3 clusters Score -7923672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -7923669.500000 Penalty: 5291.755859
	Iteration 92Q: 3 clusters Score -7923670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -7923676.500000 Penalty: 5291.755859
	Iteration 93Q: 3 clusters Score -7923676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -7923679.500000 Penalty: 5291.755859
	Iteration 94Q: 3 clusters Score -7923680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -7923680.500000 Penalty: 5291.755859
	Iteration 95Q: 3 clusters Score -7923680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -7923680.000000 Penalty: 5291.755859
	Iteration 96Q: 3 clusters Score -7923680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -7923676.500000 Penalty: 5291.755859
	Iteration 97Q: 3 clusters Score -7923676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -7923677.500000 Penalty: 5291.755859
	Iteration 98Q: 3 clusters Score -7923678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -7923664.500000 Penalty: 5291.755859
	Iteration 99Q: 3 clusters Score -7923664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -7923681.500000 Penalty: 5291.755859
	Iteration 100F: 3 clusters Score -7923682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -7923681.000000 Penalty: 5291.755859
	Iteration 101Q: 3 clusters Score -7923681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -7923677.500000 Penalty: 5291.755859
	Iteration 102Q: 3 clusters Score -7923678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -7923676.000000 Penalty: 5291.755859
	Iteration 103Q: 3 clusters Score -7923676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -7923675.500000 Penalty: 5291.755859
	Iteration 104Q: 3 clusters Score -7923676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -7923680.500000 Penalty: 5291.755859
	Iteration 105Q: 3 clusters Score -7923680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -7923681.500000 Penalty: 5291.755859
	Iteration 106Q: 3 clusters Score -7923682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -7923680.500000 Penalty: 5291.755859
	Iteration 107Q: 3 clusters Score -7923680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -7923682.500000 Penalty: 5291.755859
	Iteration 108Q: 3 clusters Score -7923682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -7923686.500000 Penalty: 5291.755859
	Iteration 109Q: 3 clusters Score -7923686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -7923694.500000 Penalty: 5291.755859
	Iteration 110Q: 3 clusters Score -7923694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -7923683.000000 Penalty: 5291.755859
	Iteration 111Q: 3 clusters Score -7923683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -7923685.000000 Penalty: 5291.755859
	Iteration 112Q: 3 clusters Score -7923685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -7923696.500000 Penalty: 5291.755859
	Iteration 113Q: 3 clusters Score -7923696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -7923706.000000 Penalty: 5291.755859
	Iteration 114Q: 3 clusters Score -7923706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -7923713.000000 Penalty: 5291.755859
	Iteration 115Q: 3 clusters Score -7923713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -7923715.000000 Penalty: 5291.755859
	Iteration 116Q: 3 clusters Score -7923715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -7923714.500000 Penalty: 5291.755859
	Iteration 117Q: 3 clusters Score -7923714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -7923704.000000 Penalty: 5291.755859
	Iteration 118Q: 3 clusters Score -7923704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -7923705.500000 Penalty: 5291.755859
	Iteration 119Q: 3 clusters Score -7923706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -7923708.000000 Penalty: 5291.755859
	Iteration 120F: 3 clusters Score -7923708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -7923698.000000 Penalty: 5291.755859
	Iteration 121Q: 3 clusters Score -7923698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -7923711.500000 Penalty: 5291.755859
	Iteration 122Q: 3 clusters Score -7923712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -7923704.000000 Penalty: 5291.755859
	Iteration 123Q: 3 clusters Score -7923704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -7923719.500000 Penalty: 5291.755859
	Iteration 124Q: 3 clusters Score -7923720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -7923714.000000 Penalty: 5291.755859
	Iteration 125Q: 3 clusters Score -7923714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -7923721.000000 Penalty: 5291.755859
	Iteration 126Q: 3 clusters Score -7923721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -7923723.500000 Penalty: 5291.755859
	Iteration 127Q: 3 clusters Score -7923724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -7923723.500000 Penalty: 5291.755859
	Iteration 128Q: 3 clusters Score -7923724 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -7923742.000000 Penalty: 5291.755859
	Iteration 129Q: 3 clusters Score -7923742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -7923771.000000 Penalty: 5291.755859
	Iteration 130Q: 3 clusters Score -7923771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -7923775.000000 Penalty: 5291.755859
	Iteration 131Q: 3 clusters Score -7923775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -7923782.000000 Penalty: 5291.755859
	Iteration 132Q: 3 clusters Score -7923782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -7923768.000000 Penalty: 5291.755859
	Iteration 133Q: 3 clusters Score -7923768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -7923767.500000 Penalty: 5291.755859
	Iteration 134Q: 3 clusters Score -7923768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -7923776.500000 Penalty: 5291.755859
	Iteration 135Q: 3 clusters Score -7923776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -7923783.500000 Penalty: 5291.755859
	Iteration 136Q: 3 clusters Score -7923784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -7923790.500000 Penalty: 5291.755859
	Iteration 137Q: 3 clusters Score -7923790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -7923812.000000 Penalty: 5291.755859
	Iteration 138Q: 3 clusters Score -7923812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -7923801.000000 Penalty: 5291.755859
	Iteration 139Q: 3 clusters Score -7923801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -7923796.500000 Penalty: 5291.755859
	Iteration 140F: 3 clusters Score -7923796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -7923782.000000 Penalty: 5291.755859
	Iteration 141Q: 3 clusters Score -7923782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -7923789.000000 Penalty: 5291.755859
	Iteration 142Q: 3 clusters Score -7923789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -7923801.500000 Penalty: 5291.755859
	Iteration 143Q: 3 clusters Score -7923802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -7923796.000000 Penalty: 5291.755859
	Iteration 144Q: 3 clusters Score -7923796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -7923787.500000 Penalty: 5291.755859
	Iteration 145Q: 3 clusters Score -7923788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -7923800.000000 Penalty: 5291.755859
	Iteration 146Q: 3 clusters Score -7923800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -7923802.500000 Penalty: 5291.755859
	Iteration 147Q: 3 clusters Score -7923802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -7923801.500000 Penalty: 5291.755859
	Iteration 148Q: 3 clusters Score -7923802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -7923797.000000 Penalty: 5291.755859
	Iteration 149Q: 3 clusters Score -7923797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -7923798.500000 Penalty: 5291.755859
	Iteration 150Q: 3 clusters Score -7923798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -7923795.500000 Penalty: 5291.755859
	Iteration 151Q: 3 clusters Score -7923796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -7923794.500000 Penalty: 5291.755859
	Iteration 152Q: 3 clusters Score -7923794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -7923804.000000 Penalty: 5291.755859
	Iteration 153Q: 3 clusters Score -7923804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -7923815.500000 Penalty: 5291.755859
	Iteration 154Q: 3 clusters Score -7923816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -7923806.000000 Penalty: 5291.755859
	Iteration 155Q: 3 clusters Score -7923806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -7923811.500000 Penalty: 5291.755859
	Iteration 156Q: 3 clusters Score -7923812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -7923810.500000 Penalty: 5291.755859
	Iteration 157Q: 3 clusters Score -7923810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -7923819.000000 Penalty: 5291.755859
	Iteration 158Q: 3 clusters Score -7923819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -7923817.500000 Penalty: 5291.755859
	Iteration 159Q: 3 clusters Score -7923818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -7923818.500000 Penalty: 5291.755859
	Iteration 160F: 3 clusters Score -7923818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -7923812.000000 Penalty: 5291.755859
	Iteration 161Q: 3 clusters Score -7923812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -7923811.000000 Penalty: 5291.755859
	Iteration 162Q: 3 clusters Score -7923811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -7923823.000000 Penalty: 5291.755859
	Iteration 163Q: 3 clusters Score -7923823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -7923818.500000 Penalty: 5291.755859
	Iteration 164Q: 3 clusters Score -7923818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -7923818.000000 Penalty: 5291.755859
	Iteration 165Q: 3 clusters Score -7923818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -7923819.000000 Penalty: 5291.755859
	Iteration 166Q: 3 clusters Score -7923819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -7923826.500000 Penalty: 5291.755859
	Iteration 167Q: 3 clusters Score -7923826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -7923824.000000 Penalty: 5291.755859
	Iteration 168Q: 3 clusters Score -7923824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -7923811.000000 Penalty: 5291.755859
	Iteration 169Q: 3 clusters Score -7923811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -7923815.500000 Penalty: 5291.755859
	Iteration 170Q: 3 clusters Score -7923816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -7923812.000000 Penalty: 5291.755859
	Iteration 171Q: 3 clusters Score -7923812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -7923824.000000 Penalty: 5291.755859
	Iteration 172Q: 3 clusters Score -7923824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -7923816.500000 Penalty: 5291.755859
	Iteration 173Q: 3 clusters Score -7923816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -7923806.500000 Penalty: 5291.755859
	Iteration 174Q: 3 clusters Score -7923806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -7923819.500000 Penalty: 5291.755859
	Iteration 175Q: 3 clusters Score -7923820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -7923828.500000 Penalty: 5291.755859
	Iteration 176Q: 3 clusters Score -7923828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -7923851.000000 Penalty: 5291.755859
	Iteration 177Q: 3 clusters Score -7923851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -7923851.000000 Penalty: 5291.755859
	Iteration 178Q: 3 clusters Score -7923851 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -7923855.000000 Penalty: 5291.755859
	Iteration 179Q: 3 clusters Score -7923855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -7923854.000000 Penalty: 5291.755859
	Iteration 180F: 3 clusters Score -7923854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -7923853.000000 Penalty: 5291.755859
	Iteration 181Q: 3 clusters Score -7923853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -7923866.500000 Penalty: 5291.755859
	Iteration 182Q: 3 clusters Score -7923866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -7923867.500000 Penalty: 5291.755859
	Iteration 183Q: 3 clusters Score -7923868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -7923858.500000 Penalty: 5291.755859
	Iteration 184Q: 3 clusters Score -7923858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -7923870.000000 Penalty: 5291.755859
	Iteration 185Q: 3 clusters Score -7923870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -7923879.000000 Penalty: 5291.755859
	Iteration 186Q: 3 clusters Score -7923879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -7923894.500000 Penalty: 5291.755859
	Iteration 187Q: 3 clusters Score -7923894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -7923897.500000 Penalty: 5291.755859
	Iteration 188Q: 3 clusters Score -7923898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -7923911.500000 Penalty: 5291.755859
	Iteration 189Q: 3 clusters Score -7923912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -7923917.000000 Penalty: 5291.755859
	Iteration 190Q: 3 clusters Score -7923917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -7923917.500000 Penalty: 5291.755859
	Iteration 191Q: 3 clusters Score -7923918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -7923906.500000 Penalty: 5291.755859
	Iteration 192Q: 3 clusters Score -7923906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -7923916.500000 Penalty: 5291.755859
	Iteration 193Q: 3 clusters Score -7923916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -7923927.000000 Penalty: 5291.755859
	Iteration 194Q: 3 clusters Score -7923927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -7923933.000000 Penalty: 5291.755859
	Iteration 195Q: 3 clusters Score -7923933 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -7923973.000000 Penalty: 5291.755859
	Iteration 196Q: 3 clusters Score -7923973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -7923964.000000 Penalty: 5291.755859
	Iteration 197Q: 3 clusters Score -7923964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -7923957.000000 Penalty: 5291.755859
	Iteration 198Q: 3 clusters Score -7923957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -7923939.500000 Penalty: 5291.755859
	Iteration 199Q: 3 clusters Score -7923940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -7923947.000000 Penalty: 5291.755859
	Iteration 200F: 3 clusters Score -7923947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -7923957.500000 Penalty: 5291.755859
	Iteration 201Q: 3 clusters Score -7923958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -7923970.000000 Penalty: 5291.755859
	Iteration 202Q: 3 clusters Score -7923970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -7923966.000000 Penalty: 5291.755859
	Iteration 203Q: 3 clusters Score -7923966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -7923956.500000 Penalty: 5291.755859
	Iteration 204Q: 3 clusters Score -7923956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -7923949.000000 Penalty: 5291.755859
	Iteration 205Q: 3 clusters Score -7923949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -7923952.500000 Penalty: 5291.755859
	Iteration 206Q: 3 clusters Score -7923952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -7923963.500000 Penalty: 5291.755859
	Iteration 207Q: 3 clusters Score -7923964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -7923964.000000 Penalty: 5291.755859
	Iteration 208Q: 3 clusters Score -7923964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -7923954.000000 Penalty: 5291.755859
	Iteration 209Q: 3 clusters Score -7923954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -7923958.000000 Penalty: 5291.755859
	Iteration 210Q: 3 clusters Score -7923958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -7923961.000000 Penalty: 5291.755859
	Iteration 211Q: 3 clusters Score -7923961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -7923954.500000 Penalty: 5291.755859
	Iteration 212Q: 3 clusters Score -7923954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -7923946.500000 Penalty: 5291.755859
	Iteration 213Q: 3 clusters Score -7923946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -7923945.000000 Penalty: 5291.755859
	Iteration 214Q: 3 clusters Score -7923945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -7923939.500000 Penalty: 5291.755859
	Iteration 215Q: 3 clusters Score -7923940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -7923955.000000 Penalty: 5291.755859
	Iteration 216Q: 3 clusters Score -7923955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -7923955.000000 Penalty: 5291.755859
	Iteration 217Q: 3 clusters Score -7923955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -7923965.000000 Penalty: 5291.755859
	Iteration 218Q: 3 clusters Score -7923965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -7923950.000000 Penalty: 5291.755859
	Iteration 219Q: 3 clusters Score -7923950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -7923956.500000 Penalty: 5291.755859
	Iteration 220F: 3 clusters Score -7923956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -7923965.500000 Penalty: 5291.755859
	Iteration 221Q: 3 clusters Score -7923966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -7923970.500000 Penalty: 5291.755859
	Iteration 222Q: 3 clusters Score -7923970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -7923970.500000 Penalty: 5291.755859
	Iteration 223Q: 3 clusters Score -7923970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -7923960.000000 Penalty: 5291.755859
	Iteration 224Q: 3 clusters Score -7923960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -7923959.000000 Penalty: 5291.755859
	Iteration 225Q: 3 clusters Score -7923959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -7923967.000000 Penalty: 5291.755859
	Iteration 226Q: 3 clusters Score -7923967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -7923969.000000 Penalty: 5291.755859
	Iteration 227Q: 3 clusters Score -7923969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -7923960.500000 Penalty: 5291.755859
	Iteration 228Q: 3 clusters Score -7923960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -7923966.500000 Penalty: 5291.755859
	Iteration 229Q: 3 clusters Score -7923966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -7923948.000000 Penalty: 5291.755859
	Iteration 230Q: 3 clusters Score -7923948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -7923950.000000 Penalty: 5291.755859
	Iteration 231Q: 3 clusters Score -7923950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -7923953.000000 Penalty: 5291.755859
	Iteration 232Q: 3 clusters Score -7923953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -7923955.000000 Penalty: 5291.755859
	Iteration 233Q: 3 clusters Score -7923955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -7923958.500000 Penalty: 5291.755859
	Iteration 234Q: 3 clusters Score -7923958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -7923962.000000 Penalty: 5291.755859
	Iteration 235Q: 3 clusters Score -7923962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -7923958.500000 Penalty: 5291.755859
	Iteration 236Q: 3 clusters Score -7923958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -7923957.000000 Penalty: 5291.755859
	Iteration 237Q: 3 clusters Score -7923957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -7923966.000000 Penalty: 5291.755859
	Iteration 238Q: 3 clusters Score -7923966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -7923965.000000 Penalty: 5291.755859
	Iteration 239Q: 3 clusters Score -7923965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -7923962.500000 Penalty: 5291.755859
	Iteration 240F: 3 clusters Score -7923962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -7923964.000000 Penalty: 5291.755859
	Iteration 241Q: 3 clusters Score -7923964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -7923964.500000 Penalty: 5291.755859
	Iteration 242Q: 3 clusters Score -7923964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -7923969.000000 Penalty: 5291.755859
	Iteration 243Q: 3 clusters Score -7923969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -7923974.500000 Penalty: 5291.755859
	Iteration 244Q: 3 clusters Score -7923974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -7923973.500000 Penalty: 5291.755859
	Iteration 245Q: 3 clusters Score -7923974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -7923962.000000 Penalty: 5291.755859
	Iteration 246Q: 3 clusters Score -7923962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -7923970.000000 Penalty: 5291.755859
	Iteration 247Q: 3 clusters Score -7923970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -7923960.000000 Penalty: 5291.755859
	Iteration 248Q: 3 clusters Score -7923960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -7923979.000000 Penalty: 5291.755859
	Iteration 249Q: 3 clusters Score -7923979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -7923974.500000 Penalty: 5291.755859
	Iteration 250Q: 3 clusters Score -7923974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -7923986.000000 Penalty: 5291.755859
	Iteration 251Q: 3 clusters Score -7923986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -7923990.000000 Penalty: 5291.755859
	Iteration 252Q: 3 clusters Score -7923990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -7923984.000000 Penalty: 5291.755859
	Iteration 253Q: 3 clusters Score -7923984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -7923975.000000 Penalty: 5291.755859
	Iteration 254Q: 3 clusters Score -7923975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -7923970.500000 Penalty: 5291.755859
	Iteration 255Q: 3 clusters Score -7923970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -7923972.000000 Penalty: 5291.755859
	Iteration 256Q: 3 clusters Score -7923972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -7923978.500000 Penalty: 5291.755859
	Iteration 257Q: 3 clusters Score -7923978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -7923971.000000 Penalty: 5291.755859
	Iteration 258Q: 3 clusters Score -7923971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -7923964.000000 Penalty: 5291.755859
	Iteration 259Q: 3 clusters Score -7923964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -7923969.000000 Penalty: 5291.755859
	Iteration 260F: 3 clusters Score -7923969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -7923982.000000 Penalty: 5291.755859
	Iteration 261Q: 3 clusters Score -7923982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -7923982.000000 Penalty: 5291.755859
	Iteration 262Q: 3 clusters Score -7923982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -7923983.000000 Penalty: 5291.755859
	Iteration 263Q: 3 clusters Score -7923983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -7923985.500000 Penalty: 5291.755859
	Iteration 264Q: 3 clusters Score -7923986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -7923984.000000 Penalty: 5291.755859
	Iteration 265Q: 3 clusters Score -7923984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -7923984.000000 Penalty: 5291.755859
	Iteration 266F: 3 clusters Score -7923984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Entering Unmasked Estep 
Score: -8689273.000000 Penalty: 2666.753906
	Iteration 0F: 2 clusters Score -8689273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -8660032.000000 Penalty: 5333.507812
	Iteration 0F: 3 clusters Score -8660032 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -8671784.000000 Penalty: 5333.507812
	Iteration 1F: 3 clusters Score -8671784 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -8672480.000000 Penalty: 5333.507812
	Iteration 2Q: 3 clusters Score -8672480 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -8673218.000000 Penalty: 5333.507812
	Iteration 3Q: 3 clusters Score -8673218 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -8674123.000000 Penalty: 5333.507812
	Iteration 4Q: 3 clusters Score -8674123 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -8675232.000000 Penalty: 5333.507812
	Iteration 5Q: 3 clusters Score -8675232 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -8676755.000000 Penalty: 5333.507812
	Iteration 6F: 3 clusters Score -8676755 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -8678661.000000 Penalty: 5333.507812
	Iteration 7F: 3 clusters Score -8678661 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -8680848.000000 Penalty: 5333.507812
	Iteration 8F: 3 clusters Score -8680848 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -8682819.000000 Penalty: 5333.507812
	Iteration 9F: 3 clusters Score -8682819 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -8684137.000000 Penalty: 5333.507812
	Iteration 10Q: 3 clusters Score -8684137 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -8684813.000000 Penalty: 5333.507812
	Iteration 11Q: 3 clusters Score -8684813 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -8685182.000000 Penalty: 5333.507812
	Iteration 12Q: 3 clusters Score -8685182 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -8685402.000000 Penalty: 5333.507812
	Iteration 13Q: 3 clusters Score -8685402 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -8685597.000000 Penalty: 5333.507812
	Iteration 14Q: 3 clusters Score -8685597 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -8685730.000000 Penalty: 5333.507812
	Iteration 15Q: 3 clusters Score -8685730 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -8685909.000000 Penalty: 5333.507812
	Iteration 16Q: 3 clusters Score -8685909 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -8686067.000000 Penalty: 5333.507812
	Iteration 17Q: 3 clusters Score -8686067 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -8686227.000000 Penalty: 5333.507812
	Iteration 18Q: 3 clusters Score -8686227 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -8686376.000000 Penalty: 5333.507812
	Iteration 19Q: 3 clusters Score -8686376 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -8686569.000000 Penalty: 5333.507812
	Iteration 20F: 3 clusters Score -8686569 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -8686718.000000 Penalty: 5333.507812
	Iteration 21Q: 3 clusters Score -8686718 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -8686933.000000 Penalty: 5333.507812
	Iteration 22Q: 3 clusters Score -8686933 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -8687187.000000 Penalty: 5333.507812
	Iteration 23Q: 3 clusters Score -8687187 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -8687440.000000 Penalty: 5333.507812
	Iteration 24Q: 3 clusters Score -8687440 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -8687589.000000 Penalty: 5333.507812
	Iteration 25Q: 3 clusters Score -8687589 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -8687748.000000 Penalty: 5333.507812
	Iteration 26Q: 3 clusters Score -8687748 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -8687900.000000 Penalty: 5333.507812
	Iteration 27Q: 3 clusters Score -8687900 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -8688018.000000 Penalty: 5333.507812
	Iteration 28Q: 3 clusters Score -8688018 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -8688120.000000 Penalty: 5333.507812
	Iteration 29Q: 3 clusters Score -8688120 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -8688155.000000 Penalty: 5333.507812
	Iteration 30Q: 3 clusters Score -8688155 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -8688163.000000 Penalty: 5333.507812
	Iteration 31Q: 3 clusters Score -8688163 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8688188.000000 Penalty: 5333.507812
	Iteration 32Q: 3 clusters Score -8688188 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -8688213.000000 Penalty: 5333.507812
	Iteration 33Q: 3 clusters Score -8688213 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -8688218.000000 Penalty: 5333.507812
	Iteration 34Q: 3 clusters Score -8688218 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -8688249.000000 Penalty: 5333.507812
	Iteration 35Q: 3 clusters Score -8688249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8688237.000000 Penalty: 5333.507812
	Iteration 36Q: 3 clusters Score -8688237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -8688231.000000 Penalty: 5333.507812
	Iteration 37Q: 3 clusters Score -8688231 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -8688252.000000 Penalty: 5333.507812
	Iteration 38Q: 3 clusters Score -8688252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -8688249.000000 Penalty: 5333.507812
	Iteration 39Q: 3 clusters Score -8688249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -8688247.000000 Penalty: 5333.507812
	Iteration 40F: 3 clusters Score -8688247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -8688250.000000 Penalty: 5333.507812
	Iteration 41Q: 3 clusters Score -8688250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -8688243.000000 Penalty: 5333.507812
	Iteration 42Q: 3 clusters Score -8688243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -8688246.000000 Penalty: 5333.507812
	Iteration 43Q: 3 clusters Score -8688246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -8688239.000000 Penalty: 5333.507812
	Iteration 44Q: 3 clusters Score -8688239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8688260.000000 Penalty: 5333.507812
	Iteration 45Q: 3 clusters Score -8688260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -8688259.000000 Penalty: 5333.507812
	Iteration 46Q: 3 clusters Score -8688259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -8688253.000000 Penalty: 5333.507812
	Iteration 47Q: 3 clusters Score -8688253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -8688245.000000 Penalty: 5333.507812
	Iteration 48Q: 3 clusters Score -8688245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -8688249.000000 Penalty: 5333.507812
	Iteration 49Q: 3 clusters Score -8688249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8688256.000000 Penalty: 5333.507812
	Iteration 50Q: 3 clusters Score -8688256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -8688260.000000 Penalty: 5333.507812
	Iteration 51Q: 3 clusters Score -8688260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -8688238.000000 Penalty: 5333.507812
	Iteration 52Q: 3 clusters Score -8688238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -8688250.000000 Penalty: 5333.507812
	Iteration 53Q: 3 clusters Score -8688250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8688256.000000 Penalty: 5333.507812
	Iteration 54Q: 3 clusters Score -8688256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -8688253.000000 Penalty: 5333.507812
	Iteration 55Q: 3 clusters Score -8688253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8688251.000000 Penalty: 5333.507812
	Iteration 56Q: 3 clusters Score -8688251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8688250.000000 Penalty: 5333.507812
	Iteration 57Q: 3 clusters Score -8688250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -8688256.000000 Penalty: 5333.507812
	Iteration 58Q: 3 clusters Score -8688256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -8688258.000000 Penalty: 5333.507812
	Iteration 59Q: 3 clusters Score -8688258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -8688257.000000 Penalty: 5333.507812
	Iteration 60F: 3 clusters Score -8688257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -8688255.000000 Penalty: 5333.507812
	Iteration 61Q: 3 clusters Score -8688255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -8688251.000000 Penalty: 5333.507812
	Iteration 62Q: 3 clusters Score -8688251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -8688252.000000 Penalty: 5333.507812
	Iteration 63Q: 3 clusters Score -8688252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -8688252.000000 Penalty: 5333.507812
	Iteration 64F: 3 clusters Score -8688252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Entering Unmasked Estep 
Score: -8547399.000000 Penalty: 2661.475342
	Iteration 0F: 2 clusters Score -8547399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -8518776.000000 Penalty: 5322.950684
	Iteration 0F: 3 clusters Score -8518776 nChanged 21085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -8530349.000000 Penalty: 5322.950684
	Iteration 1F: 3 clusters Score -8530349 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -8530769.000000 Penalty: 5322.950684
	Iteration 2Q: 3 clusters Score -8530769 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -8531314.000000 Penalty: 5322.950684
	Iteration 3Q: 3 clusters Score -8531314 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -8532075.000000 Penalty: 5322.950684
	Iteration 4Q: 3 clusters Score -8532075 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -8533111.000000 Penalty: 5322.950684
	Iteration 5Q: 3 clusters Score -8533111 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -8534613.000000 Penalty: 5322.950684
	Iteration 6F: 3 clusters Score -8534613 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -8536599.000000 Penalty: 5322.950684
	Iteration 7F: 3 clusters Score -8536599 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -8539132.000000 Penalty: 5322.950684
	Iteration 8F: 3 clusters Score -8539132 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -8541521.000000 Penalty: 5322.950684
	Iteration 9F: 3 clusters Score -8541521 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -8543243.000000 Penalty: 5322.950684
	Iteration 10Q: 3 clusters Score -8543243 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8544125.000000 Penalty: 5322.950684
	Iteration 11Q: 3 clusters Score -8544125 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8544507.000000 Penalty: 5322.950684
	Iteration 12Q: 3 clusters Score -8544507 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8544748.000000 Penalty: 5322.950684
	Iteration 13Q: 3 clusters Score -8544748 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8544860.000000 Penalty: 5322.950684
	Iteration 14Q: 3 clusters Score -8544860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8544950.000000 Penalty: 5322.950684
	Iteration 15Q: 3 clusters Score -8544950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8544991.000000 Penalty: 5322.950684
	Iteration 16Q: 3 clusters Score -8544991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8545039.000000 Penalty: 5322.950684
	Iteration 17Q: 3 clusters Score -8545039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8545058.000000 Penalty: 5322.950684
	Iteration 18Q: 3 clusters Score -8545058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8545073.000000 Penalty: 5322.950684
	Iteration 19Q: 3 clusters Score -8545073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8545088.000000 Penalty: 5322.950684
	Iteration 20F: 3 clusters Score -8545088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8545087.000000 Penalty: 5322.950684
	Iteration 21Q: 3 clusters Score -8545087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8545097.000000 Penalty: 5322.950684
	Iteration 22Q: 3 clusters Score -8545097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8545104.000000 Penalty: 5322.950684
	Iteration 23Q: 3 clusters Score -8545104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8545119.000000 Penalty: 5322.950684
	Iteration 24Q: 3 clusters Score -8545119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8545119.000000 Penalty: 5322.950684
	Iteration 25Q: 3 clusters Score -8545119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8545124.000000 Penalty: 5322.950684
	Iteration 26Q: 3 clusters Score -8545124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8545120.000000 Penalty: 5322.950684
	Iteration 27Q: 3 clusters Score -8545120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8545125.000000 Penalty: 5322.950684
	Iteration 28Q: 3 clusters Score -8545125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8545130.000000 Penalty: 5322.950684
	Iteration 29Q: 3 clusters Score -8545130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8545133.000000 Penalty: 5322.950684
	Iteration 30Q: 3 clusters Score -8545133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8545139.000000 Penalty: 5322.950684
	Iteration 31Q: 3 clusters Score -8545139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8545137.000000 Penalty: 5322.950684
	Iteration 32Q: 3 clusters Score -8545137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8545137.000000 Penalty: 5322.950684
	Iteration 33F: 3 clusters Score -8545137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -128234.085938 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -128234.1 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 409 members 
Entering Unmasked Estep 
Score: -126480.648438 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -126480.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -126881.882812 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -126881.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -127069.687500 Penalty: 3354.313965
	Iteration 2F: 3 clusters Score -127069.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -127220.476562 Penalty: 3354.313965
	Iteration 3F: 3 clusters Score -127220.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -127411.437500 Penalty: 3354.313965
	Iteration 4F: 3 clusters Score -127411.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -127634.578125 Penalty: 3354.313965
	Iteration 5F: 3 clusters Score -127634.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -127865.992188 Penalty: 3354.313965
	Iteration 6F: 3 clusters Score -127866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -128041.437500 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -128041.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -128207.195312 Penalty: 3354.313965
	Iteration 8Q: 3 clusters Score -128207.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -128326.023438 Penalty: 3354.313965
	Iteration 9Q: 3 clusters Score -128326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128389.531250 Penalty: 3354.313965
	Iteration 10Q: 3 clusters Score -128389.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -128435.367188 Penalty: 3354.313965
	Iteration 11Q: 3 clusters Score -128435.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -128464.867188 Penalty: 3354.313965
	Iteration 12Q: 3 clusters Score -128464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -128476.640625 Penalty: 3354.313965
	Iteration 13Q: 3 clusters Score -128476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -128486.156250 Penalty: 3354.313965
	Iteration 14Q: 3 clusters Score -128486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -128490.562500 Penalty: 3354.313965
	Iteration 15Q: 3 clusters Score -128490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128502.382812 Penalty: 3354.313965
	Iteration 16Q: 3 clusters Score -128502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128525.265625 Penalty: 3354.313965
	Iteration 17Q: 3 clusters Score -128525.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128547.304688 Penalty: 3354.313965
	Iteration 18Q: 3 clusters Score -128547.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128569.023438 Penalty: 3354.313965
	Iteration 19Q: 3 clusters Score -128569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128598.773438 Penalty: 3354.313965
	Iteration 20F: 3 clusters Score -128598.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128715.742188 Penalty: 3354.313965
	Iteration 21Q: 3 clusters Score -128715.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -128823.023438 Penalty: 3354.313965
	Iteration 22Q: 3 clusters Score -128823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128843.578125 Penalty: 3354.313965
	Iteration 23Q: 3 clusters Score -128843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128843.578125 Penalty: 3354.313965
	Iteration 24F: 3 clusters Score -128843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38993 members 
Mstep: Class 3 contains 43258 members 
Mstep: Class 4 contains 39919 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42446 members 
Mstep: Class 7 contains 45041 members 
Mstep: Class 8 contains 12230 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3238 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1813 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 29944 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44093 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 42402 members 
Mstep: Class 21 contains 42996 members 
Mstep: Class 22 contains 46772 members 
Mstep: Class 23 contains 45787 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 46967 members 
Mstep: Class 26 contains 48613 members 
Mstep: Class 27 contains 514 members 
Entering Unmasked Estep 
Score: -106672248.000000 Penalty: 88917.406250
Splitting cluster 24 changes total score from -106674072.000000 to -106672248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (46967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Entering Unmasked Estep 
Score: -8703524.000000 Penalty: 2667.785645
	Iteration 0F: 2 clusters Score -8703524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -8673117.000000 Penalty: 5335.571289
	Iteration 0F: 3 clusters Score -8673117 nChanged 21552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -8684777.000000 Penalty: 5335.571289
	Iteration 1F: 3 clusters Score -8684777 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -8685473.000000 Penalty: 5335.571289
	Iteration 2Q: 3 clusters Score -8685473 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -8686215.000000 Penalty: 5335.571289
	Iteration 3Q: 3 clusters Score -8686215 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -8687309.000000 Penalty: 5335.571289
	Iteration 4F: 3 clusters Score -8687309 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -8688940.000000 Penalty: 5335.571289
	Iteration 5F: 3 clusters Score -8688940 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -8691422.000000 Penalty: 5335.571289
	Iteration 6F: 3 clusters Score -8691422 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -8694670.000000 Penalty: 5335.571289
	Iteration 7F: 3 clusters Score -8694670 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8698052.000000 Penalty: 5335.571289
	Iteration 8F: 3 clusters Score -8698052 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8699979.000000 Penalty: 5335.571289
	Iteration 9F: 3 clusters Score -8699979 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8700790.000000 Penalty: 5335.571289
	Iteration 10Q: 3 clusters Score -8700790 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8701018.000000 Penalty: 5335.571289
	Iteration 11Q: 3 clusters Score -8701018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8701129.000000 Penalty: 5335.571289
	Iteration 12Q: 3 clusters Score -8701129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8701167.000000 Penalty: 5335.571289
	Iteration 13Q: 3 clusters Score -8701167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8701195.000000 Penalty: 5335.571289
	Iteration 14Q: 3 clusters Score -8701195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8701199.000000 Penalty: 5335.571289
	Iteration 15Q: 3 clusters Score -8701199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8701200.000000 Penalty: 5335.571289
	Iteration 16Q: 3 clusters Score -8701200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8701206.000000 Penalty: 5335.571289
	Iteration 17Q: 3 clusters Score -8701206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8701206.000000 Penalty: 5335.571289
	Iteration 18F: 3 clusters Score -8701206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (48613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Entering Unmasked Estep 
Score: -9081641.000000 Penalty: 2676.328125
	Iteration 0F: 2 clusters Score -9081641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -9053017.000000 Penalty: 5352.656250
	Iteration 0F: 3 clusters Score -9053017 nChanged 22473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -9065496.000000 Penalty: 5352.656250
	Iteration 1F: 3 clusters Score -9065496 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -9066147.000000 Penalty: 5352.656250
	Iteration 2Q: 3 clusters Score -9066147 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -9066746.000000 Penalty: 5352.656250
	Iteration 3Q: 3 clusters Score -9066746 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -9067379.000000 Penalty: 5352.656250
	Iteration 4Q: 3 clusters Score -9067379 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -9068217.000000 Penalty: 5352.656250
	Iteration 5Q: 3 clusters Score -9068217 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -9069351.000000 Penalty: 5352.656250
	Iteration 6Q: 3 clusters Score -9069351 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -9070902.000000 Penalty: 5352.656250
	Iteration 7F: 3 clusters Score -9070902 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -9072600.000000 Penalty: 5352.656250
	Iteration 8F: 3 clusters Score -9072600 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -9074337.000000 Penalty: 5352.656250
	Iteration 9F: 3 clusters Score -9074337 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -9075365.000000 Penalty: 5352.656250
	Iteration 10Q: 3 clusters Score -9075365 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -9075905.000000 Penalty: 5352.656250
	Iteration 11Q: 3 clusters Score -9075905 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -9076132.000000 Penalty: 5352.656250
	Iteration 12Q: 3 clusters Score -9076132 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -9076220.000000 Penalty: 5352.656250
	Iteration 13Q: 3 clusters Score -9076220 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -9076370.000000 Penalty: 5352.656250
	Iteration 14Q: 3 clusters Score -9076370 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -9076482.000000 Penalty: 5352.656250
	Iteration 15Q: 3 clusters Score -9076482 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -9076585.000000 Penalty: 5352.656250
	Iteration 16Q: 3 clusters Score -9076585 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -9076690.000000 Penalty: 5352.656250
	Iteration 17Q: 3 clusters Score -9076690 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -9076758.000000 Penalty: 5352.656250
	Iteration 18Q: 3 clusters Score -9076758 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -9076857.000000 Penalty: 5352.656250
	Iteration 19Q: 3 clusters Score -9076857 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -9076917.000000 Penalty: 5352.656250
	Iteration 20F: 3 clusters Score -9076917 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -9077024.000000 Penalty: 5352.656250
	Iteration 21Q: 3 clusters Score -9077024 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -9077097.000000 Penalty: 5352.656250
	Iteration 22Q: 3 clusters Score -9077097 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -9077179.000000 Penalty: 5352.656250
	Iteration 23Q: 3 clusters Score -9077179 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -9077240.000000 Penalty: 5352.656250
	Iteration 24Q: 3 clusters Score -9077240 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -9077294.000000 Penalty: 5352.656250
	Iteration 25Q: 3 clusters Score -9077294 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -9077363.000000 Penalty: 5352.656250
	Iteration 26Q: 3 clusters Score -9077363 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -9077417.000000 Penalty: 5352.656250
	Iteration 27Q: 3 clusters Score -9077417 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -9077457.000000 Penalty: 5352.656250
	Iteration 28Q: 3 clusters Score -9077457 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -9077514.000000 Penalty: 5352.656250
	Iteration 29Q: 3 clusters Score -9077514 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -9077560.000000 Penalty: 5352.656250
	Iteration 30Q: 3 clusters Score -9077560 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -9077608.000000 Penalty: 5352.656250
	Iteration 31Q: 3 clusters Score -9077608 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -9077683.000000 Penalty: 5352.656250
	Iteration 32Q: 3 clusters Score -9077683 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -9077740.000000 Penalty: 5352.656250
	Iteration 33Q: 3 clusters Score -9077740 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -9077788.000000 Penalty: 5352.656250
	Iteration 34Q: 3 clusters Score -9077788 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -9077866.000000 Penalty: 5352.656250
	Iteration 35Q: 3 clusters Score -9077866 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -9077867.000000 Penalty: 5352.656250
	Iteration 36Q: 3 clusters Score -9077867 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -9077864.000000 Penalty: 5352.656250
	Iteration 37Q: 3 clusters Score -9077864 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -9077938.000000 Penalty: 5352.656250
	Iteration 38Q: 3 clusters Score -9077938 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -9077965.000000 Penalty: 5352.656250
	Iteration 39Q: 3 clusters Score -9077965 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -9078009.000000 Penalty: 5352.656250
	Iteration 40F: 3 clusters Score -9078009 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -9078045.000000 Penalty: 5352.656250
	Iteration 41Q: 3 clusters Score -9078045 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -9078016.000000 Penalty: 5352.656250
	Iteration 42Q: 3 clusters Score -9078016 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -9078034.000000 Penalty: 5352.656250
	Iteration 43Q: 3 clusters Score -9078034 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -9078070.000000 Penalty: 5352.656250
	Iteration 44Q: 3 clusters Score -9078070 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -9078059.000000 Penalty: 5352.656250
	Iteration 45Q: 3 clusters Score -9078059 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -9078096.000000 Penalty: 5352.656250
	Iteration 46Q: 3 clusters Score -9078096 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -9078148.000000 Penalty: 5352.656250
	Iteration 47Q: 3 clusters Score -9078148 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -9078182.000000 Penalty: 5352.656250
	Iteration 48Q: 3 clusters Score -9078182 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -9078155.000000 Penalty: 5352.656250
	Iteration 49Q: 3 clusters Score -9078155 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -9078179.000000 Penalty: 5352.656250
	Iteration 50Q: 3 clusters Score -9078179 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -9078213.000000 Penalty: 5352.656250
	Iteration 51Q: 3 clusters Score -9078213 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -9078247.000000 Penalty: 5352.656250
	Iteration 52Q: 3 clusters Score -9078247 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -9078215.000000 Penalty: 5352.656250
	Iteration 53Q: 3 clusters Score -9078215 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -9078239.000000 Penalty: 5352.656250
	Iteration 54Q: 3 clusters Score -9078239 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -9078215.000000 Penalty: 5352.656250
	Iteration 55Q: 3 clusters Score -9078215 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -9078210.000000 Penalty: 5352.656250
	Iteration 56Q: 3 clusters Score -9078210 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -9078231.000000 Penalty: 5352.656250
	Iteration 57Q: 3 clusters Score -9078231 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -9078174.000000 Penalty: 5352.656250
	Iteration 58Q: 3 clusters Score -9078174 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -9078203.000000 Penalty: 5352.656250
	Iteration 59Q: 3 clusters Score -9078203 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -9078204.000000 Penalty: 5352.656250
	Iteration 60F: 3 clusters Score -9078204 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -9078235.000000 Penalty: 5352.656250
	Iteration 61Q: 3 clusters Score -9078235 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -9078246.000000 Penalty: 5352.656250
	Iteration 62Q: 3 clusters Score -9078246 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -9078254.000000 Penalty: 5352.656250
	Iteration 63Q: 3 clusters Score -9078254 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -9078282.000000 Penalty: 5352.656250
	Iteration 64Q: 3 clusters Score -9078282 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -9078302.000000 Penalty: 5352.656250
	Iteration 65Q: 3 clusters Score -9078302 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -9078329.000000 Penalty: 5352.656250
	Iteration 66Q: 3 clusters Score -9078329 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -9078346.000000 Penalty: 5352.656250
	Iteration 67Q: 3 clusters Score -9078346 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -9078354.000000 Penalty: 5352.656250
	Iteration 68Q: 3 clusters Score -9078354 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -9078357.000000 Penalty: 5352.656250
	Iteration 69Q: 3 clusters Score -9078357 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -9078368.000000 Penalty: 5352.656250
	Iteration 70Q: 3 clusters Score -9078368 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -9078389.000000 Penalty: 5352.656250
	Iteration 71Q: 3 clusters Score -9078389 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -9078392.000000 Penalty: 5352.656250
	Iteration 72Q: 3 clusters Score -9078392 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -9078386.000000 Penalty: 5352.656250
	Iteration 73Q: 3 clusters Score -9078386 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -9078381.000000 Penalty: 5352.656250
	Iteration 74Q: 3 clusters Score -9078381 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -9078415.000000 Penalty: 5352.656250
	Iteration 75Q: 3 clusters Score -9078415 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -9078398.000000 Penalty: 5352.656250
	Iteration 76Q: 3 clusters Score -9078398 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -9078442.000000 Penalty: 5352.656250
	Iteration 77Q: 3 clusters Score -9078442 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -9078447.000000 Penalty: 5352.656250
	Iteration 78Q: 3 clusters Score -9078447 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -9078458.000000 Penalty: 5352.656250
	Iteration 79Q: 3 clusters Score -9078458 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -9078459.000000 Penalty: 5352.656250
	Iteration 80F: 3 clusters Score -9078459 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -9078455.000000 Penalty: 5352.656250
	Iteration 81Q: 3 clusters Score -9078455 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -9078476.000000 Penalty: 5352.656250
	Iteration 82Q: 3 clusters Score -9078476 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -9078459.000000 Penalty: 5352.656250
	Iteration 83Q: 3 clusters Score -9078459 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -9078448.000000 Penalty: 5352.656250
	Iteration 84Q: 3 clusters Score -9078448 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -9078485.000000 Penalty: 5352.656250
	Iteration 85Q: 3 clusters Score -9078485 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -9078479.000000 Penalty: 5352.656250
	Iteration 86Q: 3 clusters Score -9078479 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -9078535.000000 Penalty: 5352.656250
	Iteration 87Q: 3 clusters Score -9078535 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -9078536.000000 Penalty: 5352.656250
	Iteration 88Q: 3 clusters Score -9078536 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -9078537.000000 Penalty: 5352.656250
	Iteration 89Q: 3 clusters Score -9078537 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -9078540.000000 Penalty: 5352.656250
	Iteration 90Q: 3 clusters Score -9078540 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -9078534.000000 Penalty: 5352.656250
	Iteration 91Q: 3 clusters Score -9078534 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -9078540.000000 Penalty: 5352.656250
	Iteration 92Q: 3 clusters Score -9078540 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -9078572.000000 Penalty: 5352.656250
	Iteration 93Q: 3 clusters Score -9078572 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -9078567.000000 Penalty: 5352.656250
	Iteration 94Q: 3 clusters Score -9078567 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -9078589.000000 Penalty: 5352.656250
	Iteration 95Q: 3 clusters Score -9078589 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -9078594.000000 Penalty: 5352.656250
	Iteration 96Q: 3 clusters Score -9078594 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -9078578.000000 Penalty: 5352.656250
	Iteration 97Q: 3 clusters Score -9078578 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -9078599.000000 Penalty: 5352.656250
	Iteration 98Q: 3 clusters Score -9078599 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -9078622.000000 Penalty: 5352.656250
	Iteration 99Q: 3 clusters Score -9078622 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -9078648.000000 Penalty: 5352.656250
	Iteration 100F: 3 clusters Score -9078648 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -9078644.000000 Penalty: 5352.656250
	Iteration 101Q: 3 clusters Score -9078644 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -9078651.000000 Penalty: 5352.656250
	Iteration 102Q: 3 clusters Score -9078651 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -9078655.000000 Penalty: 5352.656250
	Iteration 103Q: 3 clusters Score -9078655 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -9078664.000000 Penalty: 5352.656250
	Iteration 104Q: 3 clusters Score -9078664 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -9078671.000000 Penalty: 5352.656250
	Iteration 105Q: 3 clusters Score -9078671 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -9078688.000000 Penalty: 5352.656250
	Iteration 106Q: 3 clusters Score -9078688 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -9078718.000000 Penalty: 5352.656250
	Iteration 107Q: 3 clusters Score -9078718 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -9078759.000000 Penalty: 5352.656250
	Iteration 108Q: 3 clusters Score -9078759 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -9078808.000000 Penalty: 5352.656250
	Iteration 109Q: 3 clusters Score -9078808 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -9078834.000000 Penalty: 5352.656250
	Iteration 110Q: 3 clusters Score -9078834 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -9078899.000000 Penalty: 5352.656250
	Iteration 111Q: 3 clusters Score -9078899 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -9078956.000000 Penalty: 5352.656250
	Iteration 112Q: 3 clusters Score -9078956 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -9079044.000000 Penalty: 5352.656250
	Iteration 113Q: 3 clusters Score -9079044 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -9079185.000000 Penalty: 5352.656250
	Iteration 114Q: 3 clusters Score -9079185 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -9079306.000000 Penalty: 5352.656250
	Iteration 115Q: 3 clusters Score -9079306 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -9079456.000000 Penalty: 5352.656250
	Iteration 116Q: 3 clusters Score -9079456 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -9079591.000000 Penalty: 5352.656250
	Iteration 117Q: 3 clusters Score -9079591 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -9079675.000000 Penalty: 5352.656250
	Iteration 118Q: 3 clusters Score -9079675 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -9079940.000000 Penalty: 5352.656250
	Iteration 119Q: 3 clusters Score -9079940 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -9080165.000000 Penalty: 5352.656250
	Iteration 120F: 3 clusters Score -9080165 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -9080313.000000 Penalty: 5352.656250
	Iteration 121Q: 3 clusters Score -9080313 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -9080398.000000 Penalty: 5352.656250
	Iteration 122Q: 3 clusters Score -9080398 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -9080515.000000 Penalty: 5352.656250
	Iteration 123Q: 3 clusters Score -9080515 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -9080534.000000 Penalty: 5352.656250
	Iteration 124Q: 3 clusters Score -9080534 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -9080516.000000 Penalty: 5352.656250
	Iteration 125Q: 3 clusters Score -9080516 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -9080520.000000 Penalty: 5352.656250
	Iteration 126Q: 3 clusters Score -9080520 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -9080488.000000 Penalty: 5352.656250
	Iteration 127Q: 3 clusters Score -9080488 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -9080510.000000 Penalty: 5352.656250
	Iteration 128Q: 3 clusters Score -9080510 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -9080484.000000 Penalty: 5352.656250
	Iteration 129Q: 3 clusters Score -9080484 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -9080464.000000 Penalty: 5352.656250
	Iteration 130Q: 3 clusters Score -9080464 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -9080415.000000 Penalty: 5352.656250
	Iteration 131Q: 3 clusters Score -9080415 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -9080334.000000 Penalty: 5352.656250
	Iteration 132Q: 3 clusters Score -9080334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -9080312.000000 Penalty: 5352.656250
	Iteration 133Q: 3 clusters Score -9080312 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -9080295.000000 Penalty: 5352.656250
	Iteration 134Q: 3 clusters Score -9080295 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -9080268.000000 Penalty: 5352.656250
	Iteration 135Q: 3 clusters Score -9080268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -9080243.000000 Penalty: 5352.656250
	Iteration 136Q: 3 clusters Score -9080243 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -9080223.000000 Penalty: 5352.656250
	Iteration 137Q: 3 clusters Score -9080223 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -9080232.000000 Penalty: 5352.656250
	Iteration 138Q: 3 clusters Score -9080232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -9080215.000000 Penalty: 5352.656250
	Iteration 139Q: 3 clusters Score -9080215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -9080182.000000 Penalty: 5352.656250
	Iteration 140F: 3 clusters Score -9080182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -9080168.000000 Penalty: 5352.656250
	Iteration 141Q: 3 clusters Score -9080168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -9080164.000000 Penalty: 5352.656250
	Iteration 142Q: 3 clusters Score -9080164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -9080176.000000 Penalty: 5352.656250
	Iteration 143Q: 3 clusters Score -9080176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -9080159.000000 Penalty: 5352.656250
	Iteration 144Q: 3 clusters Score -9080159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -9080169.000000 Penalty: 5352.656250
	Iteration 145Q: 3 clusters Score -9080169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -9080163.000000 Penalty: 5352.656250
	Iteration 146Q: 3 clusters Score -9080163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -9080169.000000 Penalty: 5352.656250
	Iteration 147Q: 3 clusters Score -9080169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -9080164.000000 Penalty: 5352.656250
	Iteration 148Q: 3 clusters Score -9080164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -9080161.000000 Penalty: 5352.656250
	Iteration 149Q: 3 clusters Score -9080161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -9080156.000000 Penalty: 5352.656250
	Iteration 150Q: 3 clusters Score -9080156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -9080160.000000 Penalty: 5352.656250
	Iteration 151Q: 3 clusters Score -9080160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -9080145.000000 Penalty: 5352.656250
	Iteration 152Q: 3 clusters Score -9080145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -9080140.000000 Penalty: 5352.656250
	Iteration 153Q: 3 clusters Score -9080140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -9080154.000000 Penalty: 5352.656250
	Iteration 154Q: 3 clusters Score -9080154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -9080147.000000 Penalty: 5352.656250
	Iteration 155Q: 3 clusters Score -9080147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -9080147.000000 Penalty: 5352.656250
	Iteration 156Q: 3 clusters Score -9080147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -9080141.000000 Penalty: 5352.656250
	Iteration 157Q: 3 clusters Score -9080141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -9080127.000000 Penalty: 5352.656250
	Iteration 158Q: 3 clusters Score -9080127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -9080122.000000 Penalty: 5352.656250
	Iteration 159Q: 3 clusters Score -9080122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -9080110.000000 Penalty: 5352.656250
	Iteration 160F: 3 clusters Score -9080110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -9080090.000000 Penalty: 5352.656250
	Iteration 161Q: 3 clusters Score -9080090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -9080104.000000 Penalty: 5352.656250
	Iteration 162Q: 3 clusters Score -9080104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -9080101.000000 Penalty: 5352.656250
	Iteration 163Q: 3 clusters Score -9080101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -9080088.000000 Penalty: 5352.656250
	Iteration 164Q: 3 clusters Score -9080088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -9080102.000000 Penalty: 5352.656250
	Iteration 165Q: 3 clusters Score -9080102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -9080114.000000 Penalty: 5352.656250
	Iteration 166Q: 3 clusters Score -9080114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -9080102.000000 Penalty: 5352.656250
	Iteration 167Q: 3 clusters Score -9080102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -9080097.000000 Penalty: 5352.656250
	Iteration 168Q: 3 clusters Score -9080097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -9080106.000000 Penalty: 5352.656250
	Iteration 169Q: 3 clusters Score -9080106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -9080097.000000 Penalty: 5352.656250
	Iteration 170Q: 3 clusters Score -9080097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -9080105.000000 Penalty: 5352.656250
	Iteration 171Q: 3 clusters Score -9080105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -9080125.000000 Penalty: 5352.656250
	Iteration 172Q: 3 clusters Score -9080125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -9080114.000000 Penalty: 5352.656250
	Iteration 173Q: 3 clusters Score -9080114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -9080118.000000 Penalty: 5352.656250
	Iteration 174Q: 3 clusters Score -9080118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -9080131.000000 Penalty: 5352.656250
	Iteration 175Q: 3 clusters Score -9080131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -9080131.000000 Penalty: 5352.656250
	Iteration 176Q: 3 clusters Score -9080131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -9080137.000000 Penalty: 5352.656250
	Iteration 177Q: 3 clusters Score -9080137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -9080130.000000 Penalty: 5352.656250
	Iteration 178Q: 3 clusters Score -9080130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -9080122.000000 Penalty: 5352.656250
	Iteration 179Q: 3 clusters Score -9080122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -9080126.000000 Penalty: 5352.656250
	Iteration 180F: 3 clusters Score -9080126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -9080111.000000 Penalty: 5352.656250
	Iteration 181Q: 3 clusters Score -9080111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -9080116.000000 Penalty: 5352.656250
	Iteration 182Q: 3 clusters Score -9080116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -9080117.000000 Penalty: 5352.656250
	Iteration 183Q: 3 clusters Score -9080117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -9080118.000000 Penalty: 5352.656250
	Iteration 184Q: 3 clusters Score -9080118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -9080116.000000 Penalty: 5352.656250
	Iteration 185Q: 3 clusters Score -9080116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -9080116.000000 Penalty: 5352.656250
	Iteration 186Q: 3 clusters Score -9080116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -9080113.000000 Penalty: 5352.656250
	Iteration 187Q: 3 clusters Score -9080113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -9080110.000000 Penalty: 5352.656250
	Iteration 188Q: 3 clusters Score -9080110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -9080116.000000 Penalty: 5352.656250
	Iteration 189Q: 3 clusters Score -9080116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -9080114.000000 Penalty: 5352.656250
	Iteration 190Q: 3 clusters Score -9080114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -9080104.000000 Penalty: 5352.656250
	Iteration 191Q: 3 clusters Score -9080104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -9080103.000000 Penalty: 5352.656250
	Iteration 192Q: 3 clusters Score -9080103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -9080103.000000 Penalty: 5352.656250
	Iteration 193F: 3 clusters Score -9080103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38993 members 
Mstep: Class 3 contains 43258 members 
Mstep: Class 4 contains 39919 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42446 members 
Mstep: Class 7 contains 45041 members 
Mstep: Class 8 contains 12230 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3238 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1813 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 29944 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44093 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 42402 members 
Mstep: Class 21 contains 42996 members 
Mstep: Class 22 contains 46772 members 
Mstep: Class 23 contains 45787 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 46967 members 
Mstep: Class 26 contains 48613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673680.000000 Penalty: 85624.171875
Iteration 79Q: 27 clusters Score -1.066737e+08 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39489 members 
Mstep: Class 3 contains 43303 members 
Mstep: Class 4 contains 39667 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42427 members 
Mstep: Class 7 contains 45049 members 
Mstep: Class 8 contains 12086 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3220 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1808 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 29475 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 44281 members 
Mstep: Class 19 contains 798 members 
Mstep: Class 20 contains 42651 members 
Mstep: Class 21 contains 42967 members 
Mstep: Class 22 contains 46582 members 
Mstep: Class 23 contains 45877 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 47195 members 
Mstep: Class 26 contains 48403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673768.000000 Penalty: 85624.171875
Iteration 80F: 27 clusters Score -1.066738e+08 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40035 members 
Mstep: Class 3 contains 43282 members 
Mstep: Class 4 contains 39422 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42393 members 
Mstep: Class 7 contains 45039 members 
Mstep: Class 8 contains 11952 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3200 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 29046 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 44442 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 42838 members 
Mstep: Class 21 contains 42883 members 
Mstep: Class 22 contains 46568 members 
Mstep: Class 23 contains 45917 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 47390 members 
Mstep: Class 26 contains 48256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673696.000000 Penalty: 85624.171875
Iteration 81Q: 27 clusters Score -1.066737e+08 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40663 members 
Mstep: Class 3 contains 43253 members 
Mstep: Class 4 contains 39221 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42333 members 
Mstep: Class 7 contains 45022 members 
Mstep: Class 8 contains 11842 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 28668 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44541 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 42998 members 
Mstep: Class 21 contains 42795 members 
Mstep: Class 22 contains 46487 members 
Mstep: Class 23 contains 46010 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 47558 members 
Mstep: Class 26 contains 48085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673512.000000 Penalty: 85624.171875
Iteration 82Q: 27 clusters Score -1.066735e+08 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41329 members 
Mstep: Class 3 contains 43216 members 
Mstep: Class 4 contains 39062 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42259 members 
Mstep: Class 7 contains 45044 members 
Mstep: Class 8 contains 11722 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3145 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 28324 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44608 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 43141 members 
Mstep: Class 21 contains 42732 members 
Mstep: Class 22 contains 46373 members 
Mstep: Class 23 contains 46076 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 47754 members 
Mstep: Class 26 contains 47854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673672.000000 Penalty: 85624.171875
Iteration 83Q: 27 clusters Score -1.066737e+08 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42288 members 
Mstep: Class 3 contains 43169 members 
Mstep: Class 4 contains 38908 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42005 members 
Mstep: Class 7 contains 45061 members 
Mstep: Class 8 contains 11590 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 4927 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 27966 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 44662 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 43253 members 
Mstep: Class 21 contains 42683 members 
Mstep: Class 22 contains 46333 members 
Mstep: Class 23 contains 46129 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 47879 members 
Mstep: Class 26 contains 47597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674168.000000 Penalty: 85624.171875
Iteration 84Q: 27 clusters Score -1.066742e+08 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43449 members 
Mstep: Class 3 contains 43120 members 
Mstep: Class 4 contains 38773 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 41530 members 
Mstep: Class 7 contains 45043 members 
Mstep: Class 8 contains 11479 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 4936 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 27582 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44706 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 43355 members 
Mstep: Class 21 contains 42656 members 
Mstep: Class 22 contains 46340 members 
Mstep: Class 23 contains 46188 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 47989 members 
Mstep: Class 26 contains 47328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674480.000000 Penalty: 85624.171875
Iteration 85Q: 27 clusters Score -1.066745e+08 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44776 members 
Mstep: Class 3 contains 43057 members 
Mstep: Class 4 contains 38651 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 40747 members 
Mstep: Class 7 contains 45085 members 
Mstep: Class 8 contains 11352 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 3070 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 4939 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 27253 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 44736 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 43461 members 
Mstep: Class 21 contains 42647 members 
Mstep: Class 22 contains 46310 members 
Mstep: Class 23 contains 46216 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48065 members 
Mstep: Class 26 contains 47208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674384.000000 Penalty: 85624.171875
Iteration 86Q: 27 clusters Score -1.066744e+08 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46225 members 
Mstep: Class 3 contains 42898 members 
Mstep: Class 4 contains 38544 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 39496 members 
Mstep: Class 7 contains 45095 members 
Mstep: Class 8 contains 11240 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1792 members 
Mstep: Class 14 contains 4927 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 26951 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 44781 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 43583 members 
Mstep: Class 21 contains 42615 members 
Mstep: Class 22 contains 46293 members 
Mstep: Class 23 contains 46301 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48193 members 
Mstep: Class 26 contains 47382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673688.000000 Penalty: 85624.171875
Iteration 87Q: 27 clusters Score -1.066737e+08 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47844 members 
Mstep: Class 3 contains 42743 members 
Mstep: Class 4 contains 38431 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 37339 members 
Mstep: Class 7 contains 45145 members 
Mstep: Class 8 contains 11115 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 3035 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 4922 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 26681 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44812 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 43780 members 
Mstep: Class 21 contains 42580 members 
Mstep: Class 22 contains 46352 members 
Mstep: Class 23 contains 46470 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48376 members 
Mstep: Class 26 contains 47952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671760.000000 Penalty: 85624.171875
Iteration 88Q: 27 clusters Score -1.066718e+08 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 49233 members 
Mstep: Class 3 contains 42765 members 
Mstep: Class 4 contains 38358 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 34656 members 
Mstep: Class 7 contains 45287 members 
Mstep: Class 8 contains 11011 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 3021 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 4936 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 26435 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44846 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 44032 members 
Mstep: Class 21 contains 42540 members 
Mstep: Class 22 contains 46412 members 
Mstep: Class 23 contains 46765 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48525 members 
Mstep: Class 26 contains 48757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668880.000000 Penalty: 85624.171875
Iteration 89Q: 27 clusters Score -1.066689e+08 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 49705 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 38289 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 32113 members 
Mstep: Class 7 contains 45498 members 
Mstep: Class 8 contains 10907 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 3006 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 26269 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44944 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 44402 members 
Mstep: Class 21 contains 42509 members 
Mstep: Class 22 contains 46563 members 
Mstep: Class 23 contains 47116 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48701 members 
Mstep: Class 26 contains 49618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665888.000000 Penalty: 85624.171875
Iteration 90Q: 27 clusters Score -1.066659e+08 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 49460 members 
Mstep: Class 3 contains 43279 members 
Mstep: Class 4 contains 38225 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 30074 members 
Mstep: Class 7 contains 45728 members 
Mstep: Class 8 contains 10799 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 5019 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 26215 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 45173 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 44777 members 
Mstep: Class 21 contains 42502 members 
Mstep: Class 22 contains 46669 members 
Mstep: Class 23 contains 47502 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 48934 members 
Mstep: Class 26 contains 50233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664672.000000 Penalty: 85624.171875
Iteration 91Q: 27 clusters Score -1.066647e+08 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 48825 members 
Mstep: Class 3 contains 43523 members 
Mstep: Class 4 contains 38165 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 28537 members 
Mstep: Class 7 contains 45913 members 
Mstep: Class 8 contains 10730 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 2983 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1786 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 26202 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 45440 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 45197 members 
Mstep: Class 21 contains 42552 members 
Mstep: Class 22 contains 46879 members 
Mstep: Class 23 contains 47866 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 49133 members 
Mstep: Class 26 contains 50567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664488.000000 Penalty: 85624.171875
Iteration 92Q: 27 clusters Score -1.066645e+08 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 48165 members 
Mstep: Class 3 contains 43742 members 
Mstep: Class 4 contains 38099 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 27484 members 
Mstep: Class 7 contains 46034 members 
Mstep: Class 8 contains 10667 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 2976 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1784 members 
Mstep: Class 14 contains 5102 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 26260 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 45764 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 45498 members 
Mstep: Class 21 contains 42609 members 
Mstep: Class 22 contains 46981 members 
Mstep: Class 23 contains 48159 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 49386 members 
Mstep: Class 26 contains 50662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664424.000000 Penalty: 85624.171875
Iteration 93Q: 27 clusters Score -1.066644e+08 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47610 members 
Mstep: Class 3 contains 43921 members 
Mstep: Class 4 contains 38055 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 26732 members 
Mstep: Class 7 contains 46102 members 
Mstep: Class 8 contains 10592 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 2966 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1783 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 26362 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 45978 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 45733 members 
Mstep: Class 21 contains 42739 members 
Mstep: Class 22 contains 47086 members 
Mstep: Class 23 contains 48429 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 49602 members 
Mstep: Class 26 contains 50570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106664864.000000 Penalty: 85624.171875
Iteration 94Q: 27 clusters Score -1.066649e+08 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47079 members 
Mstep: Class 3 contains 44031 members 
Mstep: Class 4 contains 38035 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 26260 members 
Mstep: Class 7 contains 46125 members 
Mstep: Class 8 contains 10532 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 26528 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 46214 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 45936 members 
Mstep: Class 21 contains 42870 members 
Mstep: Class 22 contains 47149 members 
Mstep: Class 23 contains 48623 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 49821 members 
Mstep: Class 26 contains 50308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665152.000000 Penalty: 85624.171875
Iteration 95Q: 27 clusters Score -1.066652e+08 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46725 members 
Mstep: Class 3 contains 44112 members 
Mstep: Class 4 contains 38031 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 25909 members 
Mstep: Class 7 contains 46084 members 
Mstep: Class 8 contains 10460 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 26703 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 46479 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 46019 members 
Mstep: Class 21 contains 43053 members 
Mstep: Class 22 contains 47171 members 
Mstep: Class 23 contains 48794 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 49995 members 
Mstep: Class 26 contains 49965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665328.000000 Penalty: 85624.171875
Iteration 96Q: 27 clusters Score -1.066653e+08 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46444 members 
Mstep: Class 3 contains 44121 members 
Mstep: Class 4 contains 38039 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 25702 members 
Mstep: Class 7 contains 46063 members 
Mstep: Class 8 contains 10357 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 26906 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 46651 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 46040 members 
Mstep: Class 21 contains 43202 members 
Mstep: Class 22 contains 47188 members 
Mstep: Class 23 contains 48923 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 50208 members 
Mstep: Class 26 contains 49632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666056.000000 Penalty: 85624.171875
Iteration 97Q: 27 clusters Score -1.066661e+08 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46257 members 
Mstep: Class 3 contains 44116 members 
Mstep: Class 4 contains 38054 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 25544 members 
Mstep: Class 7 contains 46047 members 
Mstep: Class 8 contains 10275 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 5204 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 27135 members 
Mstep: Class 17 contains 234 members 
Mstep: Class 18 contains 46781 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 46066 members 
Mstep: Class 21 contains 43359 members 
Mstep: Class 22 contains 47274 members 
Mstep: Class 23 contains 49001 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 50331 members 
Mstep: Class 26 contains 49213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666208.000000 Penalty: 85624.171875
Iteration 98Q: 27 clusters Score -1.066662e+08 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46183 members 
Mstep: Class 3 contains 44111 members 
Mstep: Class 4 contains 38059 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 25459 members 
Mstep: Class 7 contains 45997 members 
Mstep: Class 8 contains 10200 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 2931 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 5226 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 27319 members 
Mstep: Class 17 contains 234 members 
Mstep: Class 18 contains 46877 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 46073 members 
Mstep: Class 21 contains 43535 members 
Mstep: Class 22 contains 47270 members 
Mstep: Class 23 contains 49038 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 50512 members 
Mstep: Class 26 contains 48802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666368.000000 Penalty: 85624.171875
Iteration 99Q: 27 clusters Score -1.066664e+08 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46117 members 
Mstep: Class 3 contains 44097 members 
Mstep: Class 4 contains 38072 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 25418 members 
Mstep: Class 7 contains 45944 members 
Mstep: Class 8 contains 10133 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 2928 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 5234 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 27585 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 46926 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 46049 members 
Mstep: Class 21 contains 43705 members 
Mstep: Class 22 contains 47251 members 
Mstep: Class 23 contains 48995 members 
Mstep: Class 24 contains 864 members 
Mstep: Class 25 contains 50629 members 
Mstep: Class 26 contains 48509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667576.000000 Penalty: 85624.171875
Iteration 100F: 27 clusters Score -1.066676e+08 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46883 members 
Mstep: Class 3 contains 43898 members 
Mstep: Class 4 contains 38095 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 24736 members 
Mstep: Class 7 contains 45883 members 
Mstep: Class 8 contains 10092 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 5248 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 27810 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 46007 members 
Mstep: Class 21 contains 43865 members 
Mstep: Class 22 contains 47206 members 
Mstep: Class 23 contains 48968 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 50729 members 
Mstep: Class 26 contains 48244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667104.000000 Penalty: 85624.171875
Iteration 101Q: 27 clusters Score -1.066671e+08 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47301 members 
Mstep: Class 3 contains 43791 members 
Mstep: Class 4 contains 38120 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 24051 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 10038 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 5260 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 28054 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 47075 members 
Mstep: Class 19 contains 797 members 
Mstep: Class 20 contains 45948 members 
Mstep: Class 21 contains 44012 members 
Mstep: Class 22 contains 47166 members 
Mstep: Class 23 contains 48964 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 50808 members 
Mstep: Class 26 contains 48259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666240.000000 Penalty: 85624.171875
Iteration 102Q: 27 clusters Score -1.066662e+08 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47479 members 
Mstep: Class 3 contains 43738 members 
Mstep: Class 4 contains 38152 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 23517 members 
Mstep: Class 7 contains 45792 members 
Mstep: Class 8 contains 9976 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 5260 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 28289 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 47112 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 45949 members 
Mstep: Class 21 contains 44136 members 
Mstep: Class 22 contains 47144 members 
Mstep: Class 23 contains 48988 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 50864 members 
Mstep: Class 26 contains 48277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666160.000000 Penalty: 85624.171875
Iteration 103Q: 27 clusters Score -1.066662e+08 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47460 members 
Mstep: Class 3 contains 43696 members 
Mstep: Class 4 contains 38196 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 23100 members 
Mstep: Class 7 contains 45771 members 
Mstep: Class 8 contains 9944 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 5267 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 28593 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 795 members 
Mstep: Class 20 contains 45968 members 
Mstep: Class 21 contains 44248 members 
Mstep: Class 22 contains 47159 members 
Mstep: Class 23 contains 49034 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 50878 members 
Mstep: Class 26 contains 48261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106665816.000000 Penalty: 85624.171875
Iteration 104Q: 27 clusters Score -1.066658e+08 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47380 members 
Mstep: Class 3 contains 43685 members 
Mstep: Class 4 contains 38208 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 22826 members 
Mstep: Class 7 contains 45734 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2914 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 5287 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 28966 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 47078 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45964 members 
Mstep: Class 21 contains 44340 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 49064 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 50938 members 
Mstep: Class 26 contains 48181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666336.000000 Penalty: 85624.171875
Iteration 105Q: 27 clusters Score -1.066663e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47299 members 
Mstep: Class 3 contains 43723 members 
Mstep: Class 4 contains 38229 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 22686 members 
Mstep: Class 7 contains 45693 members 
Mstep: Class 8 contains 9892 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2913 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1778 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 29329 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 47076 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45931 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 47150 members 
Mstep: Class 23 contains 49074 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 50939 members 
Mstep: Class 26 contains 47957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666304.000000 Penalty: 85624.171875
Iteration 106Q: 27 clusters Score -1.066663e+08 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47281 members 
Mstep: Class 3 contains 43785 members 
Mstep: Class 4 contains 38252 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 22636 members 
Mstep: Class 7 contains 45694 members 
Mstep: Class 8 contains 9856 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2913 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5323 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 29728 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 47032 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45884 members 
Mstep: Class 21 contains 44439 members 
Mstep: Class 22 contains 47082 members 
Mstep: Class 23 contains 49079 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 50935 members 
Mstep: Class 26 contains 47677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666392.000000 Penalty: 85624.171875
Iteration 107Q: 27 clusters Score -1.066664e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47279 members 
Mstep: Class 3 contains 43867 members 
Mstep: Class 4 contains 38277 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 22623 members 
Mstep: Class 7 contains 45699 members 
Mstep: Class 8 contains 9813 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2910 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5323 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 30164 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 47007 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45811 members 
Mstep: Class 21 contains 44487 members 
Mstep: Class 22 contains 47032 members 
Mstep: Class 23 contains 49055 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50911 members 
Mstep: Class 26 contains 47337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106666712.000000 Penalty: 85624.171875
Iteration 108Q: 27 clusters Score -1.066667e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47305 members 
Mstep: Class 3 contains 43930 members 
Mstep: Class 4 contains 38291 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 22665 members 
Mstep: Class 7 contains 45684 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2909 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5323 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 30576 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46982 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45740 members 
Mstep: Class 21 contains 44566 members 
Mstep: Class 22 contains 46936 members 
Mstep: Class 23 contains 49032 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50836 members 
Mstep: Class 26 contains 47058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667320.000000 Penalty: 85624.171875
Iteration 109Q: 27 clusters Score -1.066673e+08 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47317 members 
Mstep: Class 3 contains 44031 members 
Mstep: Class 4 contains 38308 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 22676 members 
Mstep: Class 7 contains 45655 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2909 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 5328 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 31000 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 46957 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45661 members 
Mstep: Class 21 contains 44642 members 
Mstep: Class 22 contains 46847 members 
Mstep: Class 23 contains 49001 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50738 members 
Mstep: Class 26 contains 46815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106667584.000000 Penalty: 85624.171875
Iteration 110Q: 27 clusters Score -1.066676e+08 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47373 members 
Mstep: Class 3 contains 44057 members 
Mstep: Class 4 contains 38320 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 22767 members 
Mstep: Class 7 contains 45637 members 
Mstep: Class 8 contains 9648 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 5331 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 31393 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 46910 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45577 members 
Mstep: Class 21 contains 44730 members 
Mstep: Class 22 contains 46745 members 
Mstep: Class 23 contains 48926 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50658 members 
Mstep: Class 26 contains 46615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668280.000000 Penalty: 85624.171875
Iteration 111Q: 27 clusters Score -1.066683e+08 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47445 members 
Mstep: Class 3 contains 44078 members 
Mstep: Class 4 contains 38316 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 22879 members 
Mstep: Class 7 contains 45628 members 
Mstep: Class 8 contains 9593 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2907 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 5345 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 31759 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 46854 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45499 members 
Mstep: Class 21 contains 44762 members 
Mstep: Class 22 contains 46646 members 
Mstep: Class 23 contains 48858 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50613 members 
Mstep: Class 26 contains 46413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668176.000000 Penalty: 85624.171875
Iteration 112Q: 27 clusters Score -1.066682e+08 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47491 members 
Mstep: Class 3 contains 44042 members 
Mstep: Class 4 contains 38324 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 23023 members 
Mstep: Class 7 contains 45601 members 
Mstep: Class 8 contains 9558 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2907 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 32146 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 46794 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45452 members 
Mstep: Class 21 contains 44738 members 
Mstep: Class 22 contains 46522 members 
Mstep: Class 23 contains 48835 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50595 members 
Mstep: Class 26 contains 46232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106668648.000000 Penalty: 85624.171875
Iteration 113Q: 27 clusters Score -1.066686e+08 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47510 members 
Mstep: Class 3 contains 44033 members 
Mstep: Class 4 contains 38331 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 23227 members 
Mstep: Class 7 contains 45560 members 
Mstep: Class 8 contains 9515 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2907 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 32550 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 46747 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45403 members 
Mstep: Class 21 contains 44735 members 
Mstep: Class 22 contains 46415 members 
Mstep: Class 23 contains 48756 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50542 members 
Mstep: Class 26 contains 46039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669072.000000 Penalty: 85624.171875
Iteration 114Q: 27 clusters Score -1.066691e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47494 members 
Mstep: Class 3 contains 44008 members 
Mstep: Class 4 contains 38345 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 23437 members 
Mstep: Class 7 contains 45520 members 
Mstep: Class 8 contains 9487 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 2907 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 32924 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46730 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45316 members 
Mstep: Class 21 contains 44714 members 
Mstep: Class 22 contains 46348 members 
Mstep: Class 23 contains 48650 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50462 members 
Mstep: Class 26 contains 45928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669120.000000 Penalty: 85624.171875
Iteration 115Q: 27 clusters Score -1.066691e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47481 members 
Mstep: Class 3 contains 43945 members 
Mstep: Class 4 contains 38358 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 23634 members 
Mstep: Class 7 contains 45475 members 
Mstep: Class 8 contains 9479 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 2907 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5324 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 33329 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46683 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45231 members 
Mstep: Class 21 contains 44705 members 
Mstep: Class 22 contains 46258 members 
Mstep: Class 23 contains 48580 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50382 members 
Mstep: Class 26 contains 45820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669336.000000 Penalty: 85624.171875
Iteration 116Q: 27 clusters Score -1.066693e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47482 members 
Mstep: Class 3 contains 43911 members 
Mstep: Class 4 contains 38360 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 23805 members 
Mstep: Class 7 contains 45418 members 
Mstep: Class 8 contains 9459 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 2907 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 33766 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45144 members 
Mstep: Class 21 contains 44689 members 
Mstep: Class 22 contains 46146 members 
Mstep: Class 23 contains 48529 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50313 members 
Mstep: Class 26 contains 45680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106669856.000000 Penalty: 85624.171875
Iteration 117Q: 27 clusters Score -1.066699e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47537 members 
Mstep: Class 3 contains 43884 members 
Mstep: Class 4 contains 38370 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 24016 members 
Mstep: Class 7 contains 45393 members 
Mstep: Class 8 contains 9460 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 34184 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46609 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 45028 members 
Mstep: Class 21 contains 44682 members 
Mstep: Class 22 contains 46012 members 
Mstep: Class 23 contains 48462 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50251 members 
Mstep: Class 26 contains 45466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106670664.000000 Penalty: 85624.171875
Iteration 118Q: 27 clusters Score -1.066707e+08 nChanged 3048
Entering ConstructFrom: 
Score: -106670664.000000 Penalty: 85624.171875
Entering ConstructFrom: 
Trying to split cluster 1 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -23531.537109 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -23531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22428.841797 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -22428.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22634.402344 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -22634.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22699.263672 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -22699.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22749.464844 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -22749.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22754.751953 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -22754.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22754.751953 Penalty: 2845.339844
	Iteration 5F: 3 clusters Score -22754.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Entering Unmasked Estep 
Score: -8964548.000000 Penalty: 2670.563477
	Iteration 0F: 2 clusters Score -8964548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -8936906.000000 Penalty: 5341.126953
	Iteration 0F: 3 clusters Score -8936906 nChanged 21893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -8949068.000000 Penalty: 5341.126953
	Iteration 1F: 3 clusters Score -8949068 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8949690.000000 Penalty: 5341.126953
	Iteration 2Q: 3 clusters Score -8949690 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -8950287.000000 Penalty: 5341.126953
	Iteration 3Q: 3 clusters Score -8950287 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -8950905.000000 Penalty: 5341.126953
	Iteration 4Q: 3 clusters Score -8950905 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -8951717.000000 Penalty: 5341.126953
	Iteration 5Q: 3 clusters Score -8951717 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -8952436.000000 Penalty: 5341.126953
	Iteration 6Q: 3 clusters Score -8952436 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -8953450.000000 Penalty: 5341.126953
	Iteration 7Q: 3 clusters Score -8953450 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -8954592.000000 Penalty: 5341.126953
	Iteration 8F: 3 clusters Score -8954592 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -8956010.000000 Penalty: 5341.126953
	Iteration 9F: 3 clusters Score -8956010 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -8957514.000000 Penalty: 5341.126953
	Iteration 10F: 3 clusters Score -8957514 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -8958749.000000 Penalty: 5341.126953
	Iteration 11Q: 3 clusters Score -8958749 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -8959807.000000 Penalty: 5341.126953
	Iteration 12Q: 3 clusters Score -8959807 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -8961031.000000 Penalty: 5341.126953
	Iteration 13Q: 3 clusters Score -8961031 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -8961674.000000 Penalty: 5341.126953
	Iteration 14Q: 3 clusters Score -8961674 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -8962154.000000 Penalty: 5341.126953
	Iteration 15Q: 3 clusters Score -8962154 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8962355.000000 Penalty: 5341.126953
	Iteration 16Q: 3 clusters Score -8962355 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8962499.000000 Penalty: 5341.126953
	Iteration 17Q: 3 clusters Score -8962499 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8962477.000000 Penalty: 5341.126953
	Iteration 18Q: 3 clusters Score -8962477 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8962508.000000 Penalty: 5341.126953
	Iteration 19Q: 3 clusters Score -8962508 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8962535.000000 Penalty: 5341.126953
	Iteration 20F: 3 clusters Score -8962535 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8962517.000000 Penalty: 5341.126953
	Iteration 21Q: 3 clusters Score -8962517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8962512.000000 Penalty: 5341.126953
	Iteration 22Q: 3 clusters Score -8962512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8962504.000000 Penalty: 5341.126953
	Iteration 23Q: 3 clusters Score -8962504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8962511.000000 Penalty: 5341.126953
	Iteration 24Q: 3 clusters Score -8962511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8962518.000000 Penalty: 5341.126953
	Iteration 25Q: 3 clusters Score -8962518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8962534.000000 Penalty: 5341.126953
	Iteration 26Q: 3 clusters Score -8962534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8962553.000000 Penalty: 5341.126953
	Iteration 27Q: 3 clusters Score -8962553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8962569.000000 Penalty: 5341.126953
	Iteration 28Q: 3 clusters Score -8962569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8962582.000000 Penalty: 5341.126953
	Iteration 29Q: 3 clusters Score -8962582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8962587.000000 Penalty: 5341.126953
	Iteration 30Q: 3 clusters Score -8962587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8962589.000000 Penalty: 5341.126953
	Iteration 31Q: 3 clusters Score -8962589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8962583.000000 Penalty: 5341.126953
	Iteration 32Q: 3 clusters Score -8962583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8962587.000000 Penalty: 5341.126953
	Iteration 33Q: 3 clusters Score -8962587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8962585.000000 Penalty: 5341.126953
	Iteration 34Q: 3 clusters Score -8962585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8962590.000000 Penalty: 5341.126953
	Iteration 35Q: 3 clusters Score -8962590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8962598.000000 Penalty: 5341.126953
	Iteration 36Q: 3 clusters Score -8962598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8962603.000000 Penalty: 5341.126953
	Iteration 37Q: 3 clusters Score -8962603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8962602.000000 Penalty: 5341.126953
	Iteration 38Q: 3 clusters Score -8962602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8962603.000000 Penalty: 5341.126953
	Iteration 39Q: 3 clusters Score -8962603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8962600.000000 Penalty: 5341.126953
	Iteration 40F: 3 clusters Score -8962600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8962601.000000 Penalty: 5341.126953
	Iteration 41Q: 3 clusters Score -8962601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8962602.000000 Penalty: 5341.126953
	Iteration 42Q: 3 clusters Score -8962602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8962601.000000 Penalty: 5341.126953
	Iteration 43Q: 3 clusters Score -8962601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8962601.000000 Penalty: 5341.126953
	Iteration 44F: 3 clusters Score -8962601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Entering Unmasked Estep 
Score: -8118708.000000 Penalty: 2650.879883
	Iteration 0F: 2 clusters Score -8118708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -8089887.000000 Penalty: 5301.759766
	Iteration 0F: 3 clusters Score -8089887 nChanged 20110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -8100802.000000 Penalty: 5301.759766
	Iteration 1F: 3 clusters Score -8100802 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -8101256.000000 Penalty: 5301.759766
	Iteration 2Q: 3 clusters Score -8101256 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -8101736.500000 Penalty: 5301.759766
	Iteration 3Q: 3 clusters Score -8101736 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -8102287.000000 Penalty: 5301.759766
	Iteration 4Q: 3 clusters Score -8102287 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -8102961.500000 Penalty: 5301.759766
	Iteration 5Q: 3 clusters Score -8102962 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -8103831.500000 Penalty: 5301.759766
	Iteration 6Q: 3 clusters Score -8103832 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -8104973.000000 Penalty: 5301.759766
	Iteration 7Q: 3 clusters Score -8104973 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -8106429.500000 Penalty: 5301.759766
	Iteration 8F: 3 clusters Score -8106430 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -8108363.000000 Penalty: 5301.759766
	Iteration 9F: 3 clusters Score -8108363 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -8110643.500000 Penalty: 5301.759766
	Iteration 10F: 3 clusters Score -8110644 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -8112740.000000 Penalty: 5301.759766
	Iteration 11F: 3 clusters Score -8112740 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -8114071.500000 Penalty: 5301.759766
	Iteration 12Q: 3 clusters Score -8114072 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -8114783.500000 Penalty: 5301.759766
	Iteration 13Q: 3 clusters Score -8114784 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -8115292.000000 Penalty: 5301.759766
	Iteration 14Q: 3 clusters Score -8115292 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -8115708.500000 Penalty: 5301.759766
	Iteration 15Q: 3 clusters Score -8115708 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -8116016.500000 Penalty: 5301.759766
	Iteration 16Q: 3 clusters Score -8116016 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -8116291.000000 Penalty: 5301.759766
	Iteration 17Q: 3 clusters Score -8116291 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -8116560.500000 Penalty: 5301.759766
	Iteration 18Q: 3 clusters Score -8116560 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -8116752.000000 Penalty: 5301.759766
	Iteration 19Q: 3 clusters Score -8116752 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -8116917.500000 Penalty: 5301.759766
	Iteration 20F: 3 clusters Score -8116918 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8117092.000000 Penalty: 5301.759766
	Iteration 21Q: 3 clusters Score -8117092 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -8117221.500000 Penalty: 5301.759766
	Iteration 22Q: 3 clusters Score -8117222 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -8117302.500000 Penalty: 5301.759766
	Iteration 23Q: 3 clusters Score -8117302 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -8117369.000000 Penalty: 5301.759766
	Iteration 24Q: 3 clusters Score -8117369 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -8117441.500000 Penalty: 5301.759766
	Iteration 25Q: 3 clusters Score -8117442 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -8117443.000000 Penalty: 5301.759766
	Iteration 26Q: 3 clusters Score -8117443 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -8117510.000000 Penalty: 5301.759766
	Iteration 27Q: 3 clusters Score -8117510 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8117538.500000 Penalty: 5301.759766
	Iteration 28Q: 3 clusters Score -8117538 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8117608.500000 Penalty: 5301.759766
	Iteration 29Q: 3 clusters Score -8117608 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -8117628.000000 Penalty: 5301.759766
	Iteration 30Q: 3 clusters Score -8117628 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8117655.000000 Penalty: 5301.759766
	Iteration 31Q: 3 clusters Score -8117655 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -8117687.500000 Penalty: 5301.759766
	Iteration 32Q: 3 clusters Score -8117688 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8117684.000000 Penalty: 5301.759766
	Iteration 33Q: 3 clusters Score -8117684 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -8117690.000000 Penalty: 5301.759766
	Iteration 34Q: 3 clusters Score -8117690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8117698.000000 Penalty: 5301.759766
	Iteration 35Q: 3 clusters Score -8117698 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8117716.000000 Penalty: 5301.759766
	Iteration 36Q: 3 clusters Score -8117716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -8117742.000000 Penalty: 5301.759766
	Iteration 37Q: 3 clusters Score -8117742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -8117762.500000 Penalty: 5301.759766
	Iteration 38Q: 3 clusters Score -8117762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -8117768.000000 Penalty: 5301.759766
	Iteration 39Q: 3 clusters Score -8117768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -8117772.000000 Penalty: 5301.759766
	Iteration 40F: 3 clusters Score -8117772 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8117786.500000 Penalty: 5301.759766
	Iteration 41Q: 3 clusters Score -8117786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8117794.500000 Penalty: 5301.759766
	Iteration 42Q: 3 clusters Score -8117794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8117832.000000 Penalty: 5301.759766
	Iteration 43Q: 3 clusters Score -8117832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8117830.500000 Penalty: 5301.759766
	Iteration 44Q: 3 clusters Score -8117830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8117827.000000 Penalty: 5301.759766
	Iteration 45Q: 3 clusters Score -8117827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8117829.000000 Penalty: 5301.759766
	Iteration 46Q: 3 clusters Score -8117829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8117821.500000 Penalty: 5301.759766
	Iteration 47Q: 3 clusters Score -8117822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8117834.000000 Penalty: 5301.759766
	Iteration 48Q: 3 clusters Score -8117834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8117840.000000 Penalty: 5301.759766
	Iteration 49Q: 3 clusters Score -8117840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8117833.000000 Penalty: 5301.759766
	Iteration 50Q: 3 clusters Score -8117833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8117830.500000 Penalty: 5301.759766
	Iteration 51Q: 3 clusters Score -8117830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8117835.500000 Penalty: 5301.759766
	Iteration 52Q: 3 clusters Score -8117836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8117844.500000 Penalty: 5301.759766
	Iteration 53Q: 3 clusters Score -8117844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8117835.500000 Penalty: 5301.759766
	Iteration 54Q: 3 clusters Score -8117836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8117824.500000 Penalty: 5301.759766
	Iteration 55Q: 3 clusters Score -8117824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8117824.500000 Penalty: 5301.759766
	Iteration 56Q: 3 clusters Score -8117824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8117816.500000 Penalty: 5301.759766
	Iteration 57Q: 3 clusters Score -8117816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8117821.000000 Penalty: 5301.759766
	Iteration 58Q: 3 clusters Score -8117821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8117835.000000 Penalty: 5301.759766
	Iteration 59Q: 3 clusters Score -8117835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8117816.000000 Penalty: 5301.759766
	Iteration 60F: 3 clusters Score -8117816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8117804.500000 Penalty: 5301.759766
	Iteration 61Q: 3 clusters Score -8117804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8117811.500000 Penalty: 5301.759766
	Iteration 62Q: 3 clusters Score -8117812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -8117818.500000 Penalty: 5301.759766
	Iteration 63Q: 3 clusters Score -8117818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8117812.500000 Penalty: 5301.759766
	Iteration 64Q: 3 clusters Score -8117812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8117810.500000 Penalty: 5301.759766
	Iteration 65Q: 3 clusters Score -8117810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8117809.000000 Penalty: 5301.759766
	Iteration 66Q: 3 clusters Score -8117809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8117798.500000 Penalty: 5301.759766
	Iteration 67Q: 3 clusters Score -8117798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8117799.500000 Penalty: 5301.759766
	Iteration 68Q: 3 clusters Score -8117800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8117803.500000 Penalty: 5301.759766
	Iteration 69Q: 3 clusters Score -8117804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8117793.000000 Penalty: 5301.759766
	Iteration 70Q: 3 clusters Score -8117793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8117798.000000 Penalty: 5301.759766
	Iteration 71Q: 3 clusters Score -8117798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8117799.000000 Penalty: 5301.759766
	Iteration 72Q: 3 clusters Score -8117799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8117800.500000 Penalty: 5301.759766
	Iteration 73Q: 3 clusters Score -8117800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8117800.500000 Penalty: 5301.759766
	Iteration 74F: 3 clusters Score -8117800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Entering Unmasked Estep 
Score: -6942347.000000 Penalty: 2617.744629
	Iteration 0F: 2 clusters Score -6942347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -6916332.000000 Penalty: 5235.489258
	Iteration 0F: 3 clusters Score -6916332 nChanged 17403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -6925887.500000 Penalty: 5235.489258
	Iteration 1F: 3 clusters Score -6925888 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -6926252.500000 Penalty: 5235.489258
	Iteration 2Q: 3 clusters Score -6926252 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -6926533.500000 Penalty: 5235.489258
	Iteration 3Q: 3 clusters Score -6926534 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -6926808.000000 Penalty: 5235.489258
	Iteration 4Q: 3 clusters Score -6926808 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -6927010.000000 Penalty: 5235.489258
	Iteration 5Q: 3 clusters Score -6927010 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -6927218.000000 Penalty: 5235.489258
	Iteration 6Q: 3 clusters Score -6927218 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -6927393.500000 Penalty: 5235.489258
	Iteration 7Q: 3 clusters Score -6927394 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -6927535.000000 Penalty: 5235.489258
	Iteration 8Q: 3 clusters Score -6927535 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -6927732.000000 Penalty: 5235.489258
	Iteration 9Q: 3 clusters Score -6927732 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -6927961.000000 Penalty: 5235.489258
	Iteration 10Q: 3 clusters Score -6927961 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -6928272.500000 Penalty: 5235.489258
	Iteration 11Q: 3 clusters Score -6928272 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -6928731.000000 Penalty: 5235.489258
	Iteration 12Q: 3 clusters Score -6928731 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -6929477.500000 Penalty: 5235.489258
	Iteration 13Q: 3 clusters Score -6929478 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -6930717.000000 Penalty: 5235.489258
	Iteration 14F: 3 clusters Score -6930717 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -6932481.000000 Penalty: 5235.489258
	Iteration 15F: 3 clusters Score -6932481 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -6934751.000000 Penalty: 5235.489258
	Iteration 16F: 3 clusters Score -6934751 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -6936881.500000 Penalty: 5235.489258
	Iteration 17F: 3 clusters Score -6936882 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6938431.500000 Penalty: 5235.489258
	Iteration 18Q: 3 clusters Score -6938432 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6939242.000000 Penalty: 5235.489258
	Iteration 19Q: 3 clusters Score -6939242 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6939651.500000 Penalty: 5235.489258
	Iteration 20F: 3 clusters Score -6939652 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6939854.000000 Penalty: 5235.489258
	Iteration 21Q: 3 clusters Score -6939854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6939963.000000 Penalty: 5235.489258
	Iteration 22Q: 3 clusters Score -6939963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6940007.000000 Penalty: 5235.489258
	Iteration 23Q: 3 clusters Score -6940007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6940033.000000 Penalty: 5235.489258
	Iteration 24Q: 3 clusters Score -6940033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6940046.500000 Penalty: 5235.489258
	Iteration 25Q: 3 clusters Score -6940046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6940059.500000 Penalty: 5235.489258
	Iteration 26Q: 3 clusters Score -6940060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6940064.000000 Penalty: 5235.489258
	Iteration 27Q: 3 clusters Score -6940064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6940069.500000 Penalty: 5235.489258
	Iteration 28Q: 3 clusters Score -6940070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6940078.000000 Penalty: 5235.489258
	Iteration 29Q: 3 clusters Score -6940078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6940083.500000 Penalty: 5235.489258
	Iteration 30Q: 3 clusters Score -6940084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6940084.500000 Penalty: 5235.489258
	Iteration 31Q: 3 clusters Score -6940084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6940084.500000 Penalty: 5235.489258
	Iteration 32F: 3 clusters Score -6940084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -48712.707031 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -48712.71 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 201 members 
Entering Unmasked Estep 
Score: -47329.535156 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -47329.54 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47617.429688 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -47617.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47705.214844 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -47705.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47741.566406 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -47741.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47775.808594 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -47775.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47788.394531 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -47788.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47792.984375 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -47792.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47795.394531 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -47795.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47805.125000 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -47805.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47812.082031 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -47812.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47813.867188 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -47813.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47813.867188 Penalty: 3029.083252
	Iteration 11F: 3 clusters Score -47813.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Entering Unmasked Estep 
Score: -4546167.000000 Penalty: 2504.187988
	Iteration 0F: 2 clusters Score -4546167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4529445.000000 Penalty: 5008.375977
	Iteration 0F: 3 clusters Score -4529445 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4535298.000000 Penalty: 5008.375977
	Iteration 1F: 3 clusters Score -4535298 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -4535691.500000 Penalty: 5008.375977
	Iteration 2F: 3 clusters Score -4535692 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -4536006.000000 Penalty: 5008.375977
	Iteration 3Q: 3 clusters Score -4536006 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4536318.000000 Penalty: 5008.375977
	Iteration 4Q: 3 clusters Score -4536318 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -4536653.500000 Penalty: 5008.375977
	Iteration 5Q: 3 clusters Score -4536654 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4536978.500000 Penalty: 5008.375977
	Iteration 6Q: 3 clusters Score -4536978 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -4537254.500000 Penalty: 5008.375977
	Iteration 7Q: 3 clusters Score -4537254 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4537578.500000 Penalty: 5008.375977
	Iteration 8Q: 3 clusters Score -4537578 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -4537916.500000 Penalty: 5008.375977
	Iteration 9Q: 3 clusters Score -4537916 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -4538269.000000 Penalty: 5008.375977
	Iteration 10Q: 3 clusters Score -4538269 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -4538638.500000 Penalty: 5008.375977
	Iteration 11Q: 3 clusters Score -4538638 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -4539101.500000 Penalty: 5008.375977
	Iteration 12Q: 3 clusters Score -4539102 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4539661.000000 Penalty: 5008.375977
	Iteration 13Q: 3 clusters Score -4539661 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -4540213.000000 Penalty: 5008.375977
	Iteration 14Q: 3 clusters Score -4540213 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -4540597.000000 Penalty: 5008.375977
	Iteration 15Q: 3 clusters Score -4540597 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -4540820.500000 Penalty: 5008.375977
	Iteration 16Q: 3 clusters Score -4540820 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4540930.500000 Penalty: 5008.375977
	Iteration 17Q: 3 clusters Score -4540930 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -4541025.500000 Penalty: 5008.375977
	Iteration 18Q: 3 clusters Score -4541026 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -4541093.500000 Penalty: 5008.375977
	Iteration 19Q: 3 clusters Score -4541094 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4541147.500000 Penalty: 5008.375977
	Iteration 20F: 3 clusters Score -4541148 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -4541200.000000 Penalty: 5008.375977
	Iteration 21Q: 3 clusters Score -4541200 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -4541263.500000 Penalty: 5008.375977
	Iteration 22Q: 3 clusters Score -4541264 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -4541323.000000 Penalty: 5008.375977
	Iteration 23Q: 3 clusters Score -4541323 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -4541386.500000 Penalty: 5008.375977
	Iteration 24Q: 3 clusters Score -4541386 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -4541478.500000 Penalty: 5008.375977
	Iteration 25Q: 3 clusters Score -4541478 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -4541558.500000 Penalty: 5008.375977
	Iteration 26Q: 3 clusters Score -4541558 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4541640.500000 Penalty: 5008.375977
	Iteration 27Q: 3 clusters Score -4541640 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -4541725.500000 Penalty: 5008.375977
	Iteration 28Q: 3 clusters Score -4541726 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4541791.500000 Penalty: 5008.375977
	Iteration 29Q: 3 clusters Score -4541792 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4541877.500000 Penalty: 5008.375977
	Iteration 30Q: 3 clusters Score -4541878 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -4541949.000000 Penalty: 5008.375977
	Iteration 31Q: 3 clusters Score -4541949 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -4542026.500000 Penalty: 5008.375977
	Iteration 32Q: 3 clusters Score -4542026 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4542107.500000 Penalty: 5008.375977
	Iteration 33Q: 3 clusters Score -4542108 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4542195.000000 Penalty: 5008.375977
	Iteration 34Q: 3 clusters Score -4542195 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -4542261.000000 Penalty: 5008.375977
	Iteration 35Q: 3 clusters Score -4542261 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -4542322.000000 Penalty: 5008.375977
	Iteration 36Q: 3 clusters Score -4542322 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -4542396.000000 Penalty: 5008.375977
	Iteration 37Q: 3 clusters Score -4542396 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4542483.500000 Penalty: 5008.375977
	Iteration 38Q: 3 clusters Score -4542484 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -4542572.500000 Penalty: 5008.375977
	Iteration 39Q: 3 clusters Score -4542572 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4542640.500000 Penalty: 5008.375977
	Iteration 40F: 3 clusters Score -4542640 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4542695.000000 Penalty: 5008.375977
	Iteration 41Q: 3 clusters Score -4542695 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4542724.500000 Penalty: 5008.375977
	Iteration 42Q: 3 clusters Score -4542724 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -4542770.000000 Penalty: 5008.375977
	Iteration 43Q: 3 clusters Score -4542770 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4542789.000000 Penalty: 5008.375977
	Iteration 44Q: 3 clusters Score -4542789 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4542828.500000 Penalty: 5008.375977
	Iteration 45Q: 3 clusters Score -4542828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4542855.000000 Penalty: 5008.375977
	Iteration 46Q: 3 clusters Score -4542855 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4542879.500000 Penalty: 5008.375977
	Iteration 47Q: 3 clusters Score -4542880 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4542899.000000 Penalty: 5008.375977
	Iteration 48Q: 3 clusters Score -4542899 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -4542936.000000 Penalty: 5008.375977
	Iteration 49Q: 3 clusters Score -4542936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4542956.000000 Penalty: 5008.375977
	Iteration 50Q: 3 clusters Score -4542956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -4542963.000000 Penalty: 5008.375977
	Iteration 51Q: 3 clusters Score -4542963 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -4542995.000000 Penalty: 5008.375977
	Iteration 52Q: 3 clusters Score -4542995 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -4543006.000000 Penalty: 5008.375977
	Iteration 53Q: 3 clusters Score -4543006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -4543026.500000 Penalty: 5008.375977
	Iteration 54Q: 3 clusters Score -4543026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4543050.000000 Penalty: 5008.375977
	Iteration 55Q: 3 clusters Score -4543050 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4543065.000000 Penalty: 5008.375977
	Iteration 56Q: 3 clusters Score -4543065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4543091.000000 Penalty: 5008.375977
	Iteration 57Q: 3 clusters Score -4543091 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4543100.000000 Penalty: 5008.375977
	Iteration 58Q: 3 clusters Score -4543100 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -4543114.500000 Penalty: 5008.375977
	Iteration 59Q: 3 clusters Score -4543114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4543119.500000 Penalty: 5008.375977
	Iteration 60F: 3 clusters Score -4543120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4543132.000000 Penalty: 5008.375977
	Iteration 61Q: 3 clusters Score -4543132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4543136.500000 Penalty: 5008.375977
	Iteration 62Q: 3 clusters Score -4543136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -4543149.500000 Penalty: 5008.375977
	Iteration 63Q: 3 clusters Score -4543150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -4543159.500000 Penalty: 5008.375977
	Iteration 64Q: 3 clusters Score -4543160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -4543160.000000 Penalty: 5008.375977
	Iteration 65Q: 3 clusters Score -4543160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4543170.500000 Penalty: 5008.375977
	Iteration 66Q: 3 clusters Score -4543170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4543188.000000 Penalty: 5008.375977
	Iteration 67Q: 3 clusters Score -4543188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4543206.500000 Penalty: 5008.375977
	Iteration 68Q: 3 clusters Score -4543206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -4543207.000000 Penalty: 5008.375977
	Iteration 69Q: 3 clusters Score -4543207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -4543215.500000 Penalty: 5008.375977
	Iteration 70Q: 3 clusters Score -4543216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -4543224.000000 Penalty: 5008.375977
	Iteration 71Q: 3 clusters Score -4543224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4543233.000000 Penalty: 5008.375977
	Iteration 72Q: 3 clusters Score -4543233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -4543239.500000 Penalty: 5008.375977
	Iteration 73Q: 3 clusters Score -4543240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4543242.500000 Penalty: 5008.375977
	Iteration 74Q: 3 clusters Score -4543242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -4543250.000000 Penalty: 5008.375977
	Iteration 75Q: 3 clusters Score -4543250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4543265.000000 Penalty: 5008.375977
	Iteration 76Q: 3 clusters Score -4543265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4543264.000000 Penalty: 5008.375977
	Iteration 77Q: 3 clusters Score -4543264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -4543277.000000 Penalty: 5008.375977
	Iteration 78Q: 3 clusters Score -4543277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4543281.000000 Penalty: 5008.375977
	Iteration 79Q: 3 clusters Score -4543281 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -4543287.500000 Penalty: 5008.375977
	Iteration 80F: 3 clusters Score -4543288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4543288.500000 Penalty: 5008.375977
	Iteration 81Q: 3 clusters Score -4543288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4543288.000000 Penalty: 5008.375977
	Iteration 82Q: 3 clusters Score -4543288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -4543282.000000 Penalty: 5008.375977
	Iteration 83Q: 3 clusters Score -4543282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4543301.500000 Penalty: 5008.375977
	Iteration 84Q: 3 clusters Score -4543302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4543305.500000 Penalty: 5008.375977
	Iteration 85Q: 3 clusters Score -4543306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4543309.000000 Penalty: 5008.375977
	Iteration 86Q: 3 clusters Score -4543309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4543328.000000 Penalty: 5008.375977
	Iteration 87Q: 3 clusters Score -4543328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4543329.500000 Penalty: 5008.375977
	Iteration 88Q: 3 clusters Score -4543330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -4543333.500000 Penalty: 5008.375977
	Iteration 89Q: 3 clusters Score -4543334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -4543338.000000 Penalty: 5008.375977
	Iteration 90Q: 3 clusters Score -4543338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -4543350.500000 Penalty: 5008.375977
	Iteration 91Q: 3 clusters Score -4543350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4543374.000000 Penalty: 5008.375977
	Iteration 92Q: 3 clusters Score -4543374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4543384.000000 Penalty: 5008.375977
	Iteration 93Q: 3 clusters Score -4543384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4543398.500000 Penalty: 5008.375977
	Iteration 94Q: 3 clusters Score -4543398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -4543393.500000 Penalty: 5008.375977
	Iteration 95Q: 3 clusters Score -4543394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4543410.500000 Penalty: 5008.375977
	Iteration 96Q: 3 clusters Score -4543410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4543421.000000 Penalty: 5008.375977
	Iteration 97Q: 3 clusters Score -4543421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4543429.000000 Penalty: 5008.375977
	Iteration 98Q: 3 clusters Score -4543429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -4543434.000000 Penalty: 5008.375977
	Iteration 99Q: 3 clusters Score -4543434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -4543451.500000 Penalty: 5008.375977
	Iteration 100F: 3 clusters Score -4543452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -4543465.000000 Penalty: 5008.375977
	Iteration 101Q: 3 clusters Score -4543465 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4543482.000000 Penalty: 5008.375977
	Iteration 102Q: 3 clusters Score -4543482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -4543495.000000 Penalty: 5008.375977
	Iteration 103Q: 3 clusters Score -4543495 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4543493.000000 Penalty: 5008.375977
	Iteration 104Q: 3 clusters Score -4543493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -4543522.000000 Penalty: 5008.375977
	Iteration 105Q: 3 clusters Score -4543522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -4543547.500000 Penalty: 5008.375977
	Iteration 106Q: 3 clusters Score -4543548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -4543564.000000 Penalty: 5008.375977
	Iteration 107Q: 3 clusters Score -4543564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -4543577.500000 Penalty: 5008.375977
	Iteration 108Q: 3 clusters Score -4543578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -4543593.000000 Penalty: 5008.375977
	Iteration 109Q: 3 clusters Score -4543593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -4543609.000000 Penalty: 5008.375977
	Iteration 110Q: 3 clusters Score -4543609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -4543630.000000 Penalty: 5008.375977
	Iteration 111Q: 3 clusters Score -4543630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4543636.000000 Penalty: 5008.375977
	Iteration 112Q: 3 clusters Score -4543636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4543654.000000 Penalty: 5008.375977
	Iteration 113Q: 3 clusters Score -4543654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -4543664.000000 Penalty: 5008.375977
	Iteration 114Q: 3 clusters Score -4543664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -4543668.500000 Penalty: 5008.375977
	Iteration 115Q: 3 clusters Score -4543668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4543672.000000 Penalty: 5008.375977
	Iteration 116Q: 3 clusters Score -4543672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -4543671.500000 Penalty: 5008.375977
	Iteration 117Q: 3 clusters Score -4543672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4543675.500000 Penalty: 5008.375977
	Iteration 118Q: 3 clusters Score -4543676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -4543694.000000 Penalty: 5008.375977
	Iteration 119Q: 3 clusters Score -4543694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -4543692.500000 Penalty: 5008.375977
	Iteration 120F: 3 clusters Score -4543692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4543698.000000 Penalty: 5008.375977
	Iteration 121Q: 3 clusters Score -4543698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -4543690.500000 Penalty: 5008.375977
	Iteration 122Q: 3 clusters Score -4543690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -4543697.000000 Penalty: 5008.375977
	Iteration 123Q: 3 clusters Score -4543697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -4543702.500000 Penalty: 5008.375977
	Iteration 124Q: 3 clusters Score -4543702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -4543707.000000 Penalty: 5008.375977
	Iteration 125Q: 3 clusters Score -4543707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -4543699.000000 Penalty: 5008.375977
	Iteration 126Q: 3 clusters Score -4543699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4543711.000000 Penalty: 5008.375977
	Iteration 127Q: 3 clusters Score -4543711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -4543707.000000 Penalty: 5008.375977
	Iteration 128Q: 3 clusters Score -4543707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4543700.000000 Penalty: 5008.375977
	Iteration 129Q: 3 clusters Score -4543700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -4543700.000000 Penalty: 5008.375977
	Iteration 130Q: 3 clusters Score -4543700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -4543703.000000 Penalty: 5008.375977
	Iteration 131Q: 3 clusters Score -4543703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4543709.000000 Penalty: 5008.375977
	Iteration 132Q: 3 clusters Score -4543709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -4543709.500000 Penalty: 5008.375977
	Iteration 133Q: 3 clusters Score -4543710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -4543712.000000 Penalty: 5008.375977
	Iteration 134Q: 3 clusters Score -4543712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -4543711.000000 Penalty: 5008.375977
	Iteration 135Q: 3 clusters Score -4543711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4543709.500000 Penalty: 5008.375977
	Iteration 136Q: 3 clusters Score -4543710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4543706.000000 Penalty: 5008.375977
	Iteration 137Q: 3 clusters Score -4543706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -4543709.500000 Penalty: 5008.375977
	Iteration 138Q: 3 clusters Score -4543710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -4543706.000000 Penalty: 5008.375977
	Iteration 139Q: 3 clusters Score -4543706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4543707.000000 Penalty: 5008.375977
	Iteration 140F: 3 clusters Score -4543707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4543709.500000 Penalty: 5008.375977
	Iteration 141Q: 3 clusters Score -4543710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -4543710.500000 Penalty: 5008.375977
	Iteration 142Q: 3 clusters Score -4543710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -4543714.500000 Penalty: 5008.375977
	Iteration 143Q: 3 clusters Score -4543714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -4543714.500000 Penalty: 5008.375977
	Iteration 144F: 3 clusters Score -4543714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Entering Unmasked Estep 
Score: -8420398.000000 Penalty: 2659.288330
	Iteration 0F: 2 clusters Score -8420398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -8391356.000000 Penalty: 5318.576660
	Iteration 0F: 3 clusters Score -8391356 nChanged 20744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -8402736.000000 Penalty: 5318.576660
	Iteration 1F: 3 clusters Score -8402736 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -8403236.000000 Penalty: 5318.576660
	Iteration 2Q: 3 clusters Score -8403236 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8403697.000000 Penalty: 5318.576660
	Iteration 3Q: 3 clusters Score -8403697 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -8404215.000000 Penalty: 5318.576660
	Iteration 4Q: 3 clusters Score -8404215 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -8404749.000000 Penalty: 5318.576660
	Iteration 5Q: 3 clusters Score -8404749 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -8405323.000000 Penalty: 5318.576660
	Iteration 6Q: 3 clusters Score -8405323 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -8406028.000000 Penalty: 5318.576660
	Iteration 7Q: 3 clusters Score -8406028 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -8407013.000000 Penalty: 5318.576660
	Iteration 8Q: 3 clusters Score -8407013 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -8408490.000000 Penalty: 5318.576660
	Iteration 9F: 3 clusters Score -8408490 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -8410669.000000 Penalty: 5318.576660
	Iteration 10F: 3 clusters Score -8410669 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -8413069.000000 Penalty: 5318.576660
	Iteration 11F: 3 clusters Score -8413069 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -8414897.000000 Penalty: 5318.576660
	Iteration 12F: 3 clusters Score -8414897 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -8415967.000000 Penalty: 5318.576660
	Iteration 13Q: 3 clusters Score -8415967 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -8416445.000000 Penalty: 5318.576660
	Iteration 14Q: 3 clusters Score -8416445 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -8416748.000000 Penalty: 5318.576660
	Iteration 15Q: 3 clusters Score -8416748 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -8416947.000000 Penalty: 5318.576660
	Iteration 16Q: 3 clusters Score -8416947 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -8417130.000000 Penalty: 5318.576660
	Iteration 17Q: 3 clusters Score -8417130 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -8417251.000000 Penalty: 5318.576660
	Iteration 18Q: 3 clusters Score -8417251 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -8417370.000000 Penalty: 5318.576660
	Iteration 19Q: 3 clusters Score -8417370 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -8417458.000000 Penalty: 5318.576660
	Iteration 20F: 3 clusters Score -8417458 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -8417528.000000 Penalty: 5318.576660
	Iteration 21Q: 3 clusters Score -8417528 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -8417627.000000 Penalty: 5318.576660
	Iteration 22Q: 3 clusters Score -8417627 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -8417667.000000 Penalty: 5318.576660
	Iteration 23Q: 3 clusters Score -8417667 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -8417723.000000 Penalty: 5318.576660
	Iteration 24Q: 3 clusters Score -8417723 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -8417836.000000 Penalty: 5318.576660
	Iteration 25Q: 3 clusters Score -8417836 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -8417930.000000 Penalty: 5318.576660
	Iteration 26Q: 3 clusters Score -8417930 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -8418032.000000 Penalty: 5318.576660
	Iteration 27Q: 3 clusters Score -8418032 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -8418123.000000 Penalty: 5318.576660
	Iteration 28Q: 3 clusters Score -8418123 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -8418195.000000 Penalty: 5318.576660
	Iteration 29Q: 3 clusters Score -8418195 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -8418286.000000 Penalty: 5318.576660
	Iteration 30Q: 3 clusters Score -8418286 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -8418336.000000 Penalty: 5318.576660
	Iteration 31Q: 3 clusters Score -8418336 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -8418420.000000 Penalty: 5318.576660
	Iteration 32Q: 3 clusters Score -8418420 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -8418502.000000 Penalty: 5318.576660
	Iteration 33Q: 3 clusters Score -8418502 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -8418538.000000 Penalty: 5318.576660
	Iteration 34Q: 3 clusters Score -8418538 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -8418620.000000 Penalty: 5318.576660
	Iteration 35Q: 3 clusters Score -8418620 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8418652.000000 Penalty: 5318.576660
	Iteration 36Q: 3 clusters Score -8418652 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -8418728.000000 Penalty: 5318.576660
	Iteration 37Q: 3 clusters Score -8418728 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -8418763.000000 Penalty: 5318.576660
	Iteration 38Q: 3 clusters Score -8418763 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -8418838.000000 Penalty: 5318.576660
	Iteration 39Q: 3 clusters Score -8418838 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -8418904.000000 Penalty: 5318.576660
	Iteration 40F: 3 clusters Score -8418904 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -8418954.000000 Penalty: 5318.576660
	Iteration 41Q: 3 clusters Score -8418954 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8418986.000000 Penalty: 5318.576660
	Iteration 42Q: 3 clusters Score -8418986 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -8419033.000000 Penalty: 5318.576660
	Iteration 43Q: 3 clusters Score -8419033 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -8419044.000000 Penalty: 5318.576660
	Iteration 44Q: 3 clusters Score -8419044 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -8419059.000000 Penalty: 5318.576660
	Iteration 45Q: 3 clusters Score -8419059 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -8419076.000000 Penalty: 5318.576660
	Iteration 46Q: 3 clusters Score -8419076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8419091.000000 Penalty: 5318.576660
	Iteration 47Q: 3 clusters Score -8419091 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -8419086.000000 Penalty: 5318.576660
	Iteration 48Q: 3 clusters Score -8419086 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8419082.000000 Penalty: 5318.576660
	Iteration 49Q: 3 clusters Score -8419082 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8419079.000000 Penalty: 5318.576660
	Iteration 50Q: 3 clusters Score -8419079 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8419084.000000 Penalty: 5318.576660
	Iteration 51Q: 3 clusters Score -8419084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8419076.000000 Penalty: 5318.576660
	Iteration 52Q: 3 clusters Score -8419076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8419084.000000 Penalty: 5318.576660
	Iteration 53Q: 3 clusters Score -8419084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8419073.000000 Penalty: 5318.576660
	Iteration 54Q: 3 clusters Score -8419073 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8419080.000000 Penalty: 5318.576660
	Iteration 55Q: 3 clusters Score -8419080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8419067.000000 Penalty: 5318.576660
	Iteration 56Q: 3 clusters Score -8419067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8419067.000000 Penalty: 5318.576660
	Iteration 57Q: 3 clusters Score -8419067 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8419035.000000 Penalty: 5318.576660
	Iteration 58Q: 3 clusters Score -8419035 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8419047.000000 Penalty: 5318.576660
	Iteration 59Q: 3 clusters Score -8419047 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8419032.000000 Penalty: 5318.576660
	Iteration 60F: 3 clusters Score -8419032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8419021.000000 Penalty: 5318.576660
	Iteration 61Q: 3 clusters Score -8419021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8419014.000000 Penalty: 5318.576660
	Iteration 62Q: 3 clusters Score -8419014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8419018.000000 Penalty: 5318.576660
	Iteration 63Q: 3 clusters Score -8419018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8419016.000000 Penalty: 5318.576660
	Iteration 64Q: 3 clusters Score -8419016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8419033.000000 Penalty: 5318.576660
	Iteration 65Q: 3 clusters Score -8419033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8419019.000000 Penalty: 5318.576660
	Iteration 66Q: 3 clusters Score -8419019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8419015.000000 Penalty: 5318.576660
	Iteration 67Q: 3 clusters Score -8419015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8419012.000000 Penalty: 5318.576660
	Iteration 68Q: 3 clusters Score -8419012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8419004.000000 Penalty: 5318.576660
	Iteration 69Q: 3 clusters Score -8419004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8419011.000000 Penalty: 5318.576660
	Iteration 70Q: 3 clusters Score -8419011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8419005.000000 Penalty: 5318.576660
	Iteration 71Q: 3 clusters Score -8419005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8419012.000000 Penalty: 5318.576660
	Iteration 72Q: 3 clusters Score -8419012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8418997.000000 Penalty: 5318.576660
	Iteration 73Q: 3 clusters Score -8418997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8418995.000000 Penalty: 5318.576660
	Iteration 74Q: 3 clusters Score -8418995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8418999.000000 Penalty: 5318.576660
	Iteration 75Q: 3 clusters Score -8418999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8418995.000000 Penalty: 5318.576660
	Iteration 76Q: 3 clusters Score -8418995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8418983.000000 Penalty: 5318.576660
	Iteration 77Q: 3 clusters Score -8418983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8418982.000000 Penalty: 5318.576660
	Iteration 78Q: 3 clusters Score -8418982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8418984.000000 Penalty: 5318.576660
	Iteration 79Q: 3 clusters Score -8418984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8418973.000000 Penalty: 5318.576660
	Iteration 80F: 3 clusters Score -8418973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8418982.000000 Penalty: 5318.576660
	Iteration 81Q: 3 clusters Score -8418982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8418990.000000 Penalty: 5318.576660
	Iteration 82Q: 3 clusters Score -8418990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8418987.000000 Penalty: 5318.576660
	Iteration 83Q: 3 clusters Score -8418987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8418974.000000 Penalty: 5318.576660
	Iteration 84Q: 3 clusters Score -8418974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8418990.000000 Penalty: 5318.576660
	Iteration 85Q: 3 clusters Score -8418990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8418985.000000 Penalty: 5318.576660
	Iteration 86Q: 3 clusters Score -8418985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8418981.000000 Penalty: 5318.576660
	Iteration 87Q: 3 clusters Score -8418981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8418978.000000 Penalty: 5318.576660
	Iteration 88Q: 3 clusters Score -8418978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8418980.000000 Penalty: 5318.576660
	Iteration 89Q: 3 clusters Score -8418980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8418982.000000 Penalty: 5318.576660
	Iteration 90Q: 3 clusters Score -8418982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8418981.000000 Penalty: 5318.576660
	Iteration 91Q: 3 clusters Score -8418981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8418982.000000 Penalty: 5318.576660
	Iteration 92Q: 3 clusters Score -8418982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8418981.000000 Penalty: 5318.576660
	Iteration 93Q: 3 clusters Score -8418981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8418985.000000 Penalty: 5318.576660
	Iteration 94Q: 3 clusters Score -8418985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8418981.000000 Penalty: 5318.576660
	Iteration 95Q: 3 clusters Score -8418981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8418983.000000 Penalty: 5318.576660
	Iteration 96Q: 3 clusters Score -8418983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8418974.000000 Penalty: 5318.576660
	Iteration 97Q: 3 clusters Score -8418974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8418969.000000 Penalty: 5318.576660
	Iteration 98Q: 3 clusters Score -8418969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8418979.000000 Penalty: 5318.576660
	Iteration 99Q: 3 clusters Score -8418979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8418981.000000 Penalty: 5318.576660
	Iteration 100F: 3 clusters Score -8418981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8418981.000000 Penalty: 5318.576660
	Iteration 101Q: 3 clusters Score -8418981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8418988.000000 Penalty: 5318.576660
	Iteration 102Q: 3 clusters Score -8418988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8418982.000000 Penalty: 5318.576660
	Iteration 103Q: 3 clusters Score -8418982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8418977.000000 Penalty: 5318.576660
	Iteration 104Q: 3 clusters Score -8418977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8418975.000000 Penalty: 5318.576660
	Iteration 105Q: 3 clusters Score -8418975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8418980.000000 Penalty: 5318.576660
	Iteration 106Q: 3 clusters Score -8418980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8418981.000000 Penalty: 5318.576660
	Iteration 107Q: 3 clusters Score -8418981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8418981.000000 Penalty: 5318.576660
	Iteration 108F: 3 clusters Score -8418981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -1751388.500000 Penalty: 2270.108887
	Iteration 0F: 2 clusters Score -1751388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1744104.500000 Penalty: 4540.217773
	Iteration 0F: 3 clusters Score -1744104 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1746163.250000 Penalty: 4540.217773
	Iteration 1F: 3 clusters Score -1746163 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1746486.250000 Penalty: 4540.217773
	Iteration 2F: 3 clusters Score -1746486 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1746729.125000 Penalty: 4540.217773
	Iteration 3F: 3 clusters Score -1746729 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1746924.750000 Penalty: 4540.217773
	Iteration 4Q: 3 clusters Score -1746925 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1747121.875000 Penalty: 4540.217773
	Iteration 5Q: 3 clusters Score -1747122 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1747342.750000 Penalty: 4540.217773
	Iteration 6Q: 3 clusters Score -1747343 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1747560.875000 Penalty: 4540.217773
	Iteration 7Q: 3 clusters Score -1747561 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1747838.500000 Penalty: 4540.217773
	Iteration 8Q: 3 clusters Score -1747838 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1748154.125000 Penalty: 4540.217773
	Iteration 9Q: 3 clusters Score -1748154 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1748449.500000 Penalty: 4540.217773
	Iteration 10Q: 3 clusters Score -1748450 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1748759.625000 Penalty: 4540.217773
	Iteration 11Q: 3 clusters Score -1748760 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1749042.250000 Penalty: 4540.217773
	Iteration 12Q: 3 clusters Score -1749042 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1749268.500000 Penalty: 4540.217773
	Iteration 13Q: 3 clusters Score -1749268 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1749411.875000 Penalty: 4540.217773
	Iteration 14Q: 3 clusters Score -1749412 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1749485.625000 Penalty: 4540.217773
	Iteration 15Q: 3 clusters Score -1749486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1749537.125000 Penalty: 4540.217773
	Iteration 16Q: 3 clusters Score -1749537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1749567.625000 Penalty: 4540.217773
	Iteration 17Q: 3 clusters Score -1749568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1749585.250000 Penalty: 4540.217773
	Iteration 18Q: 3 clusters Score -1749585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1749603.750000 Penalty: 4540.217773
	Iteration 19Q: 3 clusters Score -1749604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1749618.000000 Penalty: 4540.217773
	Iteration 20F: 3 clusters Score -1749618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1749630.875000 Penalty: 4540.217773
	Iteration 21Q: 3 clusters Score -1749631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1749637.250000 Penalty: 4540.217773
	Iteration 22Q: 3 clusters Score -1749637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1749638.750000 Penalty: 4540.217773
	Iteration 23Q: 3 clusters Score -1749639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1749643.375000 Penalty: 4540.217773
	Iteration 24Q: 3 clusters Score -1749643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1749643.500000 Penalty: 4540.217773
	Iteration 25Q: 3 clusters Score -1749644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1749644.875000 Penalty: 4540.217773
	Iteration 26Q: 3 clusters Score -1749645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1749645.375000 Penalty: 4540.217773
	Iteration 27Q: 3 clusters Score -1749645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1749642.375000 Penalty: 4540.217773
	Iteration 28Q: 3 clusters Score -1749642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1749647.375000 Penalty: 4540.217773
	Iteration 29Q: 3 clusters Score -1749647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1749650.125000 Penalty: 4540.217773
	Iteration 30Q: 3 clusters Score -1749650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1749653.500000 Penalty: 4540.217773
	Iteration 31Q: 3 clusters Score -1749654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1749651.875000 Penalty: 4540.217773
	Iteration 32Q: 3 clusters Score -1749652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1749650.750000 Penalty: 4540.217773
	Iteration 33Q: 3 clusters Score -1749651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1749655.250000 Penalty: 4540.217773
	Iteration 34Q: 3 clusters Score -1749655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1749654.250000 Penalty: 4540.217773
	Iteration 35Q: 3 clusters Score -1749654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1749655.375000 Penalty: 4540.217773
	Iteration 36Q: 3 clusters Score -1749655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1749657.625000 Penalty: 4540.217773
	Iteration 37Q: 3 clusters Score -1749658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1749657.625000 Penalty: 4540.217773
	Iteration 38F: 3 clusters Score -1749658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -96272.664062 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -96272.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94669.101562 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -94669.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -94859.726562 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -94859.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -94906.929688 Penalty: 3125.189941
	Iteration 2Q: 3 clusters Score -94906.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -94932.210938 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -94932.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -94955.781250 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -94955.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -94966.710938 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -94966.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -94968.335938 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -94968.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -94968.335938 Penalty: 3125.189941
	Iteration 7F: 3 clusters Score -94968.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -521485.031250 Penalty: 1977.684204
	Iteration 0F: 2 clusters Score -521485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -518226.406250 Penalty: 3955.368408
	Iteration 0F: 3 clusters Score -518226.4 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -518869.625000 Penalty: 3955.368408
	Iteration 1F: 3 clusters Score -518869.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -519018.468750 Penalty: 3955.368408
	Iteration 2F: 3 clusters Score -519018.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -519095.312500 Penalty: 3955.368408
	Iteration 3Q: 3 clusters Score -519095.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -519145.687500 Penalty: 3955.368408
	Iteration 4Q: 3 clusters Score -519145.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -519179.625000 Penalty: 3955.368408
	Iteration 5Q: 3 clusters Score -519179.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -519203.406250 Penalty: 3955.368408
	Iteration 6Q: 3 clusters Score -519203.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -519217.250000 Penalty: 3955.368408
	Iteration 7Q: 3 clusters Score -519217.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -519227.531250 Penalty: 3955.368408
	Iteration 8Q: 3 clusters Score -519227.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -519238.281250 Penalty: 3955.368408
	Iteration 9Q: 3 clusters Score -519238.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -519245.875000 Penalty: 3955.368408
	Iteration 10Q: 3 clusters Score -519245.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -519250.312500 Penalty: 3955.368408
	Iteration 11Q: 3 clusters Score -519250.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -519255.750000 Penalty: 3955.368408
	Iteration 12Q: 3 clusters Score -519255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -519259.062500 Penalty: 3955.368408
	Iteration 13Q: 3 clusters Score -519259.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -519263.031250 Penalty: 3955.368408
	Iteration 14Q: 3 clusters Score -519263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -519269.000000 Penalty: 3955.368408
	Iteration 15Q: 3 clusters Score -519269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -519272.906250 Penalty: 3955.368408
	Iteration 16Q: 3 clusters Score -519272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -519275.437500 Penalty: 3955.368408
	Iteration 17Q: 3 clusters Score -519275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -519277.593750 Penalty: 3955.368408
	Iteration 18Q: 3 clusters Score -519277.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -519281.031250 Penalty: 3955.368408
	Iteration 19Q: 3 clusters Score -519281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -519285.593750 Penalty: 3955.368408
	Iteration 20F: 3 clusters Score -519285.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -519290.406250 Penalty: 3955.368408
	Iteration 21Q: 3 clusters Score -519290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -519292.718750 Penalty: 3955.368408
	Iteration 22Q: 3 clusters Score -519292.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -519296.406250 Penalty: 3955.368408
	Iteration 23Q: 3 clusters Score -519296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -519298.437500 Penalty: 3955.368408
	Iteration 24Q: 3 clusters Score -519298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -519301.375000 Penalty: 3955.368408
	Iteration 25Q: 3 clusters Score -519301.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -519302.187500 Penalty: 3955.368408
	Iteration 26Q: 3 clusters Score -519302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -519303.906250 Penalty: 3955.368408
	Iteration 27Q: 3 clusters Score -519303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -519305.062500 Penalty: 3955.368408
	Iteration 28Q: 3 clusters Score -519305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -519306.843750 Penalty: 3955.368408
	Iteration 29Q: 3 clusters Score -519306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -519307.312500 Penalty: 3955.368408
	Iteration 30Q: 3 clusters Score -519307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -519308.562500 Penalty: 3955.368408
	Iteration 31Q: 3 clusters Score -519308.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -519308.562500 Penalty: 3955.368408
	Iteration 32F: 3 clusters Score -519308.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -184149.078125 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -184149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -182110.531250 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -182110.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -182466.812500 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -182466.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -182640.906250 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -182640.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -182754.843750 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -182754.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -182812.984375 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -182813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -182855.593750 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -182855.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -182876.750000 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -182876.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -182888.718750 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -182888.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -182900.562500 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -182900.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -182919.796875 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -182919.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -182937.328125 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -182937.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -182951.453125 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -182951.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -182963.406250 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -182963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -182977.625000 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -182977.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -182988.000000 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -182988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -182998.328125 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -182998.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -183012.890625 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -183012.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -183026.359375 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -183026.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -183037.015625 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -183037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -183040.156250 Penalty: 3482.014648
	Iteration 19Q: 3 clusters Score -183040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -183050.296875 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -183050.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -183059.406250 Penalty: 3482.014648
	Iteration 21Q: 3 clusters Score -183059.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -183069.046875 Penalty: 3482.014648
	Iteration 22Q: 3 clusters Score -183069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -183076.828125 Penalty: 3482.014648
	Iteration 23Q: 3 clusters Score -183076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -183081.765625 Penalty: 3482.014648
	Iteration 24Q: 3 clusters Score -183081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -183088.671875 Penalty: 3482.014648
	Iteration 25Q: 3 clusters Score -183088.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -183097.718750 Penalty: 3482.014648
	Iteration 26Q: 3 clusters Score -183097.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -183104.296875 Penalty: 3482.014648
	Iteration 27Q: 3 clusters Score -183104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -183108.031250 Penalty: 3482.014648
	Iteration 28Q: 3 clusters Score -183108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -183109.296875 Penalty: 3482.014648
	Iteration 29Q: 3 clusters Score -183109.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -183112.828125 Penalty: 3482.014648
	Iteration 30Q: 3 clusters Score -183112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -183115.000000 Penalty: 3482.014648
	Iteration 31Q: 3 clusters Score -183115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -183115.250000 Penalty: 3482.014648
	Iteration 32Q: 3 clusters Score -183115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -183115.250000 Penalty: 3482.014648
	Iteration 33F: 3 clusters Score -183115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -94768.343750 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -94768.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -93206.398438 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -93206.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -93445.843750 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -93445.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93566.320312 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -93566.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93654.460938 Penalty: 3154.348633
	Iteration 3F: 3 clusters Score -93654.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93713.945312 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -93713.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93795.109375 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -93795.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93857.351562 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -93857.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93930.218750 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -93930.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93991.359375 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -93991.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -94018.625000 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -94018.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94035.296875 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -94035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94039.335938 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -94039.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94039.335938 Penalty: 3154.348633
	Iteration 12F: 3 clusters Score -94039.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -308952.031250 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -308952 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 878 members 
Entering Unmasked Estep 
Score: -306473.031250 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -306473 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -306895.218750 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -306895.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -306995.593750 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -306995.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -307041.906250 Penalty: 3711.131104
	Iteration 3Q: 3 clusters Score -307041.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -307065.343750 Penalty: 3711.131104
	Iteration 4Q: 3 clusters Score -307065.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -307083.625000 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -307083.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -307091.125000 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -307091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -307093.750000 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -307093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -307095.718750 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -307095.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -307098.125000 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -307098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -307100.218750 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -307100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -307102.593750 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -307102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -307104.406250 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -307104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -307104.406250 Penalty: 3711.131104
	Iteration 13F: 3 clusters Score -307104.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Entering Unmasked Estep 
Score: -996397.062500 Penalty: 2128.950684
	Iteration 0F: 2 clusters Score -996397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -991672.562500 Penalty: 4257.901367
	Iteration 0F: 3 clusters Score -991672.6 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -992764.000000 Penalty: 4257.901367
	Iteration 1F: 3 clusters Score -992764 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -992963.937500 Penalty: 4257.901367
	Iteration 2F: 3 clusters Score -992963.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -993077.500000 Penalty: 4257.901367
	Iteration 3Q: 3 clusters Score -993077.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -993168.437500 Penalty: 4257.901367
	Iteration 4Q: 3 clusters Score -993168.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -993239.875000 Penalty: 4257.901367
	Iteration 5Q: 3 clusters Score -993239.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -993281.062500 Penalty: 4257.901367
	Iteration 6Q: 3 clusters Score -993281.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -993311.750000 Penalty: 4257.901367
	Iteration 7Q: 3 clusters Score -993311.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -993337.187500 Penalty: 4257.901367
	Iteration 8Q: 3 clusters Score -993337.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -993357.250000 Penalty: 4257.901367
	Iteration 9Q: 3 clusters Score -993357.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -993368.625000 Penalty: 4257.901367
	Iteration 10Q: 3 clusters Score -993368.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -993374.562500 Penalty: 4257.901367
	Iteration 11Q: 3 clusters Score -993374.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -993385.500000 Penalty: 4257.901367
	Iteration 12Q: 3 clusters Score -993385.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -993395.250000 Penalty: 4257.901367
	Iteration 13Q: 3 clusters Score -993395.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -993402.375000 Penalty: 4257.901367
	Iteration 14Q: 3 clusters Score -993402.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -993413.375000 Penalty: 4257.901367
	Iteration 15Q: 3 clusters Score -993413.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -993422.937500 Penalty: 4257.901367
	Iteration 16Q: 3 clusters Score -993422.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -993434.312500 Penalty: 4257.901367
	Iteration 17Q: 3 clusters Score -993434.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -993440.937500 Penalty: 4257.901367
	Iteration 18Q: 3 clusters Score -993440.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -993450.000000 Penalty: 4257.901367
	Iteration 19Q: 3 clusters Score -993450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -993456.687500 Penalty: 4257.901367
	Iteration 20F: 3 clusters Score -993456.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -993466.375000 Penalty: 4257.901367
	Iteration 21Q: 3 clusters Score -993466.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -993475.000000 Penalty: 4257.901367
	Iteration 22Q: 3 clusters Score -993475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -993480.312500 Penalty: 4257.901367
	Iteration 23Q: 3 clusters Score -993480.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -993485.125000 Penalty: 4257.901367
	Iteration 24Q: 3 clusters Score -993485.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -993486.562500 Penalty: 4257.901367
	Iteration 25Q: 3 clusters Score -993486.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -993490.312500 Penalty: 4257.901367
	Iteration 26Q: 3 clusters Score -993490.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -993494.437500 Penalty: 4257.901367
	Iteration 27Q: 3 clusters Score -993494.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -993494.187500 Penalty: 4257.901367
	Iteration 28Q: 3 clusters Score -993494.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -993499.000000 Penalty: 4257.901367
	Iteration 29Q: 3 clusters Score -993499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -993503.812500 Penalty: 4257.901367
	Iteration 30Q: 3 clusters Score -993503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -993505.812500 Penalty: 4257.901367
	Iteration 31Q: 3 clusters Score -993505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -993509.000000 Penalty: 4257.901367
	Iteration 32Q: 3 clusters Score -993509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -993510.062500 Penalty: 4257.901367
	Iteration 33Q: 3 clusters Score -993510.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -993514.000000 Penalty: 4257.901367
	Iteration 34Q: 3 clusters Score -993514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -993515.562500 Penalty: 4257.901367
	Iteration 35Q: 3 clusters Score -993515.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -993516.625000 Penalty: 4257.901367
	Iteration 36Q: 3 clusters Score -993516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -993518.625000 Penalty: 4257.901367
	Iteration 37Q: 3 clusters Score -993518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -993518.250000 Penalty: 4257.901367
	Iteration 38Q: 3 clusters Score -993518.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -993518.312500 Penalty: 4257.901367
	Iteration 39Q: 3 clusters Score -993518.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -993520.562500 Penalty: 4257.901367
	Iteration 40F: 3 clusters Score -993520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -993524.437500 Penalty: 4257.901367
	Iteration 41Q: 3 clusters Score -993524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -993522.187500 Penalty: 4257.901367
	Iteration 42Q: 3 clusters Score -993522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -993524.062500 Penalty: 4257.901367
	Iteration 43Q: 3 clusters Score -993524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -993526.125000 Penalty: 4257.901367
	Iteration 44Q: 3 clusters Score -993526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -993526.625000 Penalty: 4257.901367
	Iteration 45Q: 3 clusters Score -993526.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -993529.187500 Penalty: 4257.901367
	Iteration 46Q: 3 clusters Score -993529.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -993532.250000 Penalty: 4257.901367
	Iteration 47Q: 3 clusters Score -993532.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -993533.500000 Penalty: 4257.901367
	Iteration 48Q: 3 clusters Score -993533.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -993534.937500 Penalty: 4257.901367
	Iteration 49Q: 3 clusters Score -993534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -993534.812500 Penalty: 4257.901367
	Iteration 50Q: 3 clusters Score -993534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -993536.250000 Penalty: 4257.901367
	Iteration 51Q: 3 clusters Score -993536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -993535.750000 Penalty: 4257.901367
	Iteration 52Q: 3 clusters Score -993535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -993535.500000 Penalty: 4257.901367
	Iteration 53Q: 3 clusters Score -993535.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -993536.000000 Penalty: 4257.901367
	Iteration 54Q: 3 clusters Score -993536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -993535.125000 Penalty: 4257.901367
	Iteration 55Q: 3 clusters Score -993535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -993536.687500 Penalty: 4257.901367
	Iteration 56Q: 3 clusters Score -993536.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -993536.687500 Penalty: 4257.901367
	Iteration 57F: 3 clusters Score -993536.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -109060.835938 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -109060.8 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 310 members 
Entering Unmasked Estep 
Score: -107396.585938 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -107396.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -107597.390625 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -107597.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -107654.523438 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -107654.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107705.335938 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -107705.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -107743.742188 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -107743.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -107785.257812 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -107785.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -107827.289062 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -107827.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -107867.273438 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -107867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107873.789062 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -107873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107879.421875 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -107879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107883.148438 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -107883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107884.523438 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -107884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107889.039062 Penalty: 3186.735107
	Iteration 12Q: 3 clusters Score -107889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107893.945312 Penalty: 3186.735107
	Iteration 13Q: 3 clusters Score -107893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -107898.445312 Penalty: 3186.735107
	Iteration 14Q: 3 clusters Score -107898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -107898.445312 Penalty: 3186.735107
	Iteration 15F: 3 clusters Score -107898.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Entering Unmasked Estep 
Score: -6433474.500000 Penalty: 2592.206787
	Iteration 0F: 2 clusters Score -6433474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -6410194.500000 Penalty: 5184.413574
	Iteration 0F: 3 clusters Score -6410194 nChanged 15567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -6418897.500000 Penalty: 5184.413574
	Iteration 1F: 3 clusters Score -6418898 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -6419544.000000 Penalty: 5184.413574
	Iteration 2Q: 3 clusters Score -6419544 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -6420443.500000 Penalty: 5184.413574
	Iteration 3Q: 3 clusters Score -6420444 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -6421514.000000 Penalty: 5184.413574
	Iteration 4F: 3 clusters Score -6421514 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -6422770.500000 Penalty: 5184.413574
	Iteration 5F: 3 clusters Score -6422770 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -6424131.500000 Penalty: 5184.413574
	Iteration 6F: 3 clusters Score -6424132 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -6425632.500000 Penalty: 5184.413574
	Iteration 7F: 3 clusters Score -6425632 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -6427046.500000 Penalty: 5184.413574
	Iteration 8F: 3 clusters Score -6427046 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -6428207.000000 Penalty: 5184.413574
	Iteration 9Q: 3 clusters Score -6428207 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -6429000.000000 Penalty: 5184.413574
	Iteration 10Q: 3 clusters Score -6429000 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -6429405.500000 Penalty: 5184.413574
	Iteration 11Q: 3 clusters Score -6429406 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -6429704.000000 Penalty: 5184.413574
	Iteration 12Q: 3 clusters Score -6429704 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -6429954.000000 Penalty: 5184.413574
	Iteration 13Q: 3 clusters Score -6429954 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -6430178.500000 Penalty: 5184.413574
	Iteration 14Q: 3 clusters Score -6430178 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -6430383.500000 Penalty: 5184.413574
	Iteration 15Q: 3 clusters Score -6430384 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -6430556.000000 Penalty: 5184.413574
	Iteration 16Q: 3 clusters Score -6430556 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -6430773.000000 Penalty: 5184.413574
	Iteration 17Q: 3 clusters Score -6430773 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -6430932.500000 Penalty: 5184.413574
	Iteration 18Q: 3 clusters Score -6430932 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -6431081.500000 Penalty: 5184.413574
	Iteration 19Q: 3 clusters Score -6431082 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -6431196.000000 Penalty: 5184.413574
	Iteration 20F: 3 clusters Score -6431196 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -6431270.500000 Penalty: 5184.413574
	Iteration 21Q: 3 clusters Score -6431270 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -6431350.000000 Penalty: 5184.413574
	Iteration 22Q: 3 clusters Score -6431350 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -6431421.000000 Penalty: 5184.413574
	Iteration 23Q: 3 clusters Score -6431421 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -6431464.000000 Penalty: 5184.413574
	Iteration 24Q: 3 clusters Score -6431464 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -6431501.500000 Penalty: 5184.413574
	Iteration 25Q: 3 clusters Score -6431502 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6431553.000000 Penalty: 5184.413574
	Iteration 26Q: 3 clusters Score -6431553 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -6431596.000000 Penalty: 5184.413574
	Iteration 27Q: 3 clusters Score -6431596 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -6431646.500000 Penalty: 5184.413574
	Iteration 28Q: 3 clusters Score -6431646 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -6431667.500000 Penalty: 5184.413574
	Iteration 29Q: 3 clusters Score -6431668 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6431687.500000 Penalty: 5184.413574
	Iteration 30Q: 3 clusters Score -6431688 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -6431723.500000 Penalty: 5184.413574
	Iteration 31Q: 3 clusters Score -6431724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6431726.000000 Penalty: 5184.413574
	Iteration 32Q: 3 clusters Score -6431726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6431737.000000 Penalty: 5184.413574
	Iteration 33Q: 3 clusters Score -6431737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6431739.000000 Penalty: 5184.413574
	Iteration 34Q: 3 clusters Score -6431739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6431753.000000 Penalty: 5184.413574
	Iteration 35Q: 3 clusters Score -6431753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6431766.500000 Penalty: 5184.413574
	Iteration 36Q: 3 clusters Score -6431766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6431767.500000 Penalty: 5184.413574
	Iteration 37Q: 3 clusters Score -6431768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6431780.000000 Penalty: 5184.413574
	Iteration 38Q: 3 clusters Score -6431780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6431790.500000 Penalty: 5184.413574
	Iteration 39Q: 3 clusters Score -6431790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6431824.500000 Penalty: 5184.413574
	Iteration 40F: 3 clusters Score -6431824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6431841.500000 Penalty: 5184.413574
	Iteration 41Q: 3 clusters Score -6431842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6431853.500000 Penalty: 5184.413574
	Iteration 42Q: 3 clusters Score -6431854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6431869.500000 Penalty: 5184.413574
	Iteration 43Q: 3 clusters Score -6431870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6431864.500000 Penalty: 5184.413574
	Iteration 44Q: 3 clusters Score -6431864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6431870.500000 Penalty: 5184.413574
	Iteration 45Q: 3 clusters Score -6431870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6431875.000000 Penalty: 5184.413574
	Iteration 46Q: 3 clusters Score -6431875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6431890.500000 Penalty: 5184.413574
	Iteration 47Q: 3 clusters Score -6431890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6431889.500000 Penalty: 5184.413574
	Iteration 48Q: 3 clusters Score -6431890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6431897.500000 Penalty: 5184.413574
	Iteration 49Q: 3 clusters Score -6431898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6431893.500000 Penalty: 5184.413574
	Iteration 50Q: 3 clusters Score -6431894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6431909.000000 Penalty: 5184.413574
	Iteration 51Q: 3 clusters Score -6431909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6431900.000000 Penalty: 5184.413574
	Iteration 52Q: 3 clusters Score -6431900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6431905.000000 Penalty: 5184.413574
	Iteration 53Q: 3 clusters Score -6431905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6431903.000000 Penalty: 5184.413574
	Iteration 54Q: 3 clusters Score -6431903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6431908.500000 Penalty: 5184.413574
	Iteration 55Q: 3 clusters Score -6431908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6431914.500000 Penalty: 5184.413574
	Iteration 56Q: 3 clusters Score -6431914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6431919.000000 Penalty: 5184.413574
	Iteration 57Q: 3 clusters Score -6431919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6431910.500000 Penalty: 5184.413574
	Iteration 58Q: 3 clusters Score -6431910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6431914.000000 Penalty: 5184.413574
	Iteration 59Q: 3 clusters Score -6431914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6431914.500000 Penalty: 5184.413574
	Iteration 60F: 3 clusters Score -6431914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6431916.500000 Penalty: 5184.413574
	Iteration 61Q: 3 clusters Score -6431916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6431917.000000 Penalty: 5184.413574
	Iteration 62Q: 3 clusters Score -6431917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6431926.500000 Penalty: 5184.413574
	Iteration 63Q: 3 clusters Score -6431926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6431921.000000 Penalty: 5184.413574
	Iteration 64Q: 3 clusters Score -6431921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6431924.500000 Penalty: 5184.413574
	Iteration 65Q: 3 clusters Score -6431924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6431922.500000 Penalty: 5184.413574
	Iteration 66Q: 3 clusters Score -6431922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6431924.500000 Penalty: 5184.413574
	Iteration 67Q: 3 clusters Score -6431924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6431921.000000 Penalty: 5184.413574
	Iteration 68Q: 3 clusters Score -6431921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6431924.000000 Penalty: 5184.413574
	Iteration 69Q: 3 clusters Score -6431924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6431921.000000 Penalty: 5184.413574
	Iteration 70Q: 3 clusters Score -6431921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6431926.500000 Penalty: 5184.413574
	Iteration 71Q: 3 clusters Score -6431926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6431928.500000 Penalty: 5184.413574
	Iteration 72Q: 3 clusters Score -6431928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6431929.000000 Penalty: 5184.413574
	Iteration 73Q: 3 clusters Score -6431929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6431924.500000 Penalty: 5184.413574
	Iteration 74Q: 3 clusters Score -6431924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6431924.000000 Penalty: 5184.413574
	Iteration 75Q: 3 clusters Score -6431924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6431924.000000 Penalty: 5184.413574
	Iteration 76F: 3 clusters Score -6431924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -40179.328125 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -40179.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39010.996094 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -39011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39064.042969 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -39064.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39070.582031 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -39070.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39070.582031 Penalty: 2714.246094
	Iteration 3F: 3 clusters Score -39070.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Entering Unmasked Estep 
Score: -8651947.000000 Penalty: 2665.600586
	Iteration 0F: 2 clusters Score -8651947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -8622551.000000 Penalty: 5331.201172
	Iteration 0F: 3 clusters Score -8622551 nChanged 21471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -8634181.000000 Penalty: 5331.201172
	Iteration 1F: 3 clusters Score -8634181 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -8634623.000000 Penalty: 5331.201172
	Iteration 2Q: 3 clusters Score -8634623 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -8635191.000000 Penalty: 5331.201172
	Iteration 3Q: 3 clusters Score -8635191 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -8636039.000000 Penalty: 5331.201172
	Iteration 4Q: 3 clusters Score -8636039 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -8637270.000000 Penalty: 5331.201172
	Iteration 5F: 3 clusters Score -8637270 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -8639294.000000 Penalty: 5331.201172
	Iteration 6F: 3 clusters Score -8639294 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -8642096.000000 Penalty: 5331.201172
	Iteration 7F: 3 clusters Score -8642096 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -8645273.000000 Penalty: 5331.201172
	Iteration 8F: 3 clusters Score -8645273 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -8648070.000000 Penalty: 5331.201172
	Iteration 9F: 3 clusters Score -8648070 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -8649704.000000 Penalty: 5331.201172
	Iteration 10Q: 3 clusters Score -8649704 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -8650393.000000 Penalty: 5331.201172
	Iteration 11Q: 3 clusters Score -8650393 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -8650599.000000 Penalty: 5331.201172
	Iteration 12Q: 3 clusters Score -8650599 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -8650709.000000 Penalty: 5331.201172
	Iteration 13Q: 3 clusters Score -8650709 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -8650781.000000 Penalty: 5331.201172
	Iteration 14Q: 3 clusters Score -8650781 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -8650818.000000 Penalty: 5331.201172
	Iteration 15Q: 3 clusters Score -8650818 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -8650859.000000 Penalty: 5331.201172
	Iteration 16Q: 3 clusters Score -8650859 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -8650841.000000 Penalty: 5331.201172
	Iteration 17Q: 3 clusters Score -8650841 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -8650857.000000 Penalty: 5331.201172
	Iteration 18Q: 3 clusters Score -8650857 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -8650896.000000 Penalty: 5331.201172
	Iteration 19Q: 3 clusters Score -8650896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -8650895.000000 Penalty: 5331.201172
	Iteration 20F: 3 clusters Score -8650895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -8650890.000000 Penalty: 5331.201172
	Iteration 21Q: 3 clusters Score -8650890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -8650912.000000 Penalty: 5331.201172
	Iteration 22Q: 3 clusters Score -8650912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -8650923.000000 Penalty: 5331.201172
	Iteration 23Q: 3 clusters Score -8650923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -8650938.000000 Penalty: 5331.201172
	Iteration 24Q: 3 clusters Score -8650938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -8650935.000000 Penalty: 5331.201172
	Iteration 25Q: 3 clusters Score -8650935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -8650936.000000 Penalty: 5331.201172
	Iteration 26Q: 3 clusters Score -8650936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -8650941.000000 Penalty: 5331.201172
	Iteration 27Q: 3 clusters Score -8650941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -8650942.000000 Penalty: 5331.201172
	Iteration 28Q: 3 clusters Score -8650942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -8650938.000000 Penalty: 5331.201172
	Iteration 29Q: 3 clusters Score -8650938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -8650937.000000 Penalty: 5331.201172
	Iteration 30Q: 3 clusters Score -8650937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -8650940.000000 Penalty: 5331.201172
	Iteration 31Q: 3 clusters Score -8650940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -8650941.000000 Penalty: 5331.201172
	Iteration 32Q: 3 clusters Score -8650941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -8650948.000000 Penalty: 5331.201172
	Iteration 33Q: 3 clusters Score -8650948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -8650953.000000 Penalty: 5331.201172
	Iteration 34Q: 3 clusters Score -8650953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -8650952.000000 Penalty: 5331.201172
	Iteration 35Q: 3 clusters Score -8650952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -8650941.000000 Penalty: 5331.201172
	Iteration 36Q: 3 clusters Score -8650941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -8650943.000000 Penalty: 5331.201172
	Iteration 37Q: 3 clusters Score -8650943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -8650946.000000 Penalty: 5331.201172
	Iteration 38Q: 3 clusters Score -8650946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -8650948.000000 Penalty: 5331.201172
	Iteration 39Q: 3 clusters Score -8650948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -8650948.000000 Penalty: 5331.201172
	Iteration 40F: 3 clusters Score -8650948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -103548.531250 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -103548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101825.804688 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -101825.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -102263.820312 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -102263.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102441.437500 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -102441.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -102575.570312 Penalty: 3311.208252
	Iteration 3F: 3 clusters Score -102575.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102647.742188 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -102647.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102706.828125 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -102706.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102783.843750 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -102783.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102883.296875 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -102883.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102968.445312 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -102968.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103081.500000 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -103081.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103186.140625 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -103186.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103281.562500 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -103281.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103350.765625 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -103350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103386.593750 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -103386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103404.281250 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -103404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103419.437500 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -103419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103427.710938 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -103427.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -103439.898438 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -103439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103448.539062 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -103448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103449.656250 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -103449.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103466.882812 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -103466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103488.562500 Penalty: 3311.208252
	Iteration 21Q: 3 clusters Score -103488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103514.906250 Penalty: 3311.208252
	Iteration 22Q: 3 clusters Score -103514.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103531.085938 Penalty: 3311.208252
	Iteration 23Q: 3 clusters Score -103531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103539.031250 Penalty: 3311.208252
	Iteration 24Q: 3 clusters Score -103539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103548.335938 Penalty: 3311.208252
	Iteration 25Q: 3 clusters Score -103548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103557.992188 Penalty: 3311.208252
	Iteration 26Q: 3 clusters Score -103558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103572.468750 Penalty: 3311.208252
	Iteration 27Q: 3 clusters Score -103572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103582.882812 Penalty: 3311.208252
	Iteration 28Q: 3 clusters Score -103582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103601.835938 Penalty: 3311.208252
	Iteration 29Q: 3 clusters Score -103601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103610.703125 Penalty: 3311.208252
	Iteration 30Q: 3 clusters Score -103610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103625.117188 Penalty: 3311.208252
	Iteration 31Q: 3 clusters Score -103625.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103644.070312 Penalty: 3311.208252
	Iteration 32Q: 3 clusters Score -103644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103649.812500 Penalty: 3311.208252
	Iteration 33Q: 3 clusters Score -103649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103649.812500 Penalty: 3311.208252
	Iteration 34F: 3 clusters Score -103649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47496 members 
Mstep: Class 3 contains 43872 members 
Mstep: Class 4 contains 38385 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 24283 members 
Mstep: Class 7 contains 45385 members 
Mstep: Class 8 contains 9449 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 34629 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46555 members 
Mstep: Class 19 contains 337 members 
Mstep: Class 20 contains 44919 members 
Mstep: Class 21 contains 44646 members 
Mstep: Class 22 contains 45875 members 
Mstep: Class 23 contains 48383 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50164 members 
Mstep: Class 26 contains 45298 members 
Mstep: Class 27 contains 456 members 
Entering Unmasked Estep 
Score: -106669344.000000 Penalty: 88917.406250
Splitting cluster 19 changes total score from -106670664.000000 to -106669344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (44919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Entering Unmasked Estep 
Score: -8264367.500000 Penalty: 2656.728760
	Iteration 0F: 2 clusters Score -8264368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -8234254.000000 Penalty: 5313.457520
	Iteration 0F: 3 clusters Score -8234254 nChanged 20832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -8246026.500000 Penalty: 5313.457520
	Iteration 1F: 3 clusters Score -8246026 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -8246822.000000 Penalty: 5313.457520
	Iteration 2Q: 3 clusters Score -8246822 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -8247918.000000 Penalty: 5313.457520
	Iteration 3F: 3 clusters Score -8247918 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -8249633.500000 Penalty: 5313.457520
	Iteration 4F: 3 clusters Score -8249634 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -8252236.500000 Penalty: 5313.457520
	Iteration 5F: 3 clusters Score -8252236 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -8255381.500000 Penalty: 5313.457520
	Iteration 6F: 3 clusters Score -8255382 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -8258449.000000 Penalty: 5313.457520
	Iteration 7F: 3 clusters Score -8258449 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -8260686.000000 Penalty: 5313.457520
	Iteration 8Q: 3 clusters Score -8260686 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -8261833.000000 Penalty: 5313.457520
	Iteration 9Q: 3 clusters Score -8261833 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -8262171.500000 Penalty: 5313.457520
	Iteration 10Q: 3 clusters Score -8262172 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -8262338.500000 Penalty: 5313.457520
	Iteration 11Q: 3 clusters Score -8262338 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8262435.500000 Penalty: 5313.457520
	Iteration 12Q: 3 clusters Score -8262436 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -8262496.000000 Penalty: 5313.457520
	Iteration 13Q: 3 clusters Score -8262496 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8262533.000000 Penalty: 5313.457520
	Iteration 14Q: 3 clusters Score -8262533 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -8262583.500000 Penalty: 5313.457520
	Iteration 15Q: 3 clusters Score -8262584 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8262606.000000 Penalty: 5313.457520
	Iteration 16Q: 3 clusters Score -8262606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8262595.000000 Penalty: 5313.457520
	Iteration 17Q: 3 clusters Score -8262595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8262616.500000 Penalty: 5313.457520
	Iteration 18Q: 3 clusters Score -8262616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8262626.500000 Penalty: 5313.457520
	Iteration 19Q: 3 clusters Score -8262626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8262624.000000 Penalty: 5313.457520
	Iteration 20F: 3 clusters Score -8262624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8262616.000000 Penalty: 5313.457520
	Iteration 21Q: 3 clusters Score -8262616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -8262622.500000 Penalty: 5313.457520
	Iteration 22Q: 3 clusters Score -8262622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -8262631.500000 Penalty: 5313.457520
	Iteration 23Q: 3 clusters Score -8262632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -8262629.000000 Penalty: 5313.457520
	Iteration 24Q: 3 clusters Score -8262629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -8262637.000000 Penalty: 5313.457520
	Iteration 25Q: 3 clusters Score -8262637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8262633.000000 Penalty: 5313.457520
	Iteration 26Q: 3 clusters Score -8262633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -8262630.000000 Penalty: 5313.457520
	Iteration 27Q: 3 clusters Score -8262630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -8262631.000000 Penalty: 5313.457520
	Iteration 28Q: 3 clusters Score -8262631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8262630.000000 Penalty: 5313.457520
	Iteration 29Q: 3 clusters Score -8262630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8262635.000000 Penalty: 5313.457520
	Iteration 30Q: 3 clusters Score -8262635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8262628.500000 Penalty: 5313.457520
	Iteration 31Q: 3 clusters Score -8262628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8262629.500000 Penalty: 5313.457520
	Iteration 32Q: 3 clusters Score -8262630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8262629.500000 Penalty: 5313.457520
	Iteration 33F: 3 clusters Score -8262630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Entering Unmasked Estep 
Score: -8225025.000000 Penalty: 2655.217041
	Iteration 0F: 2 clusters Score -8225025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -8195123.000000 Penalty: 5310.434082
	Iteration 0F: 3 clusters Score -8195123 nChanged 20494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -8206687.500000 Penalty: 5310.434082
	Iteration 1F: 3 clusters Score -8206688 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -8207160.000000 Penalty: 5310.434082
	Iteration 2Q: 3 clusters Score -8207160 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -8207755.500000 Penalty: 5310.434082
	Iteration 3Q: 3 clusters Score -8207756 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -8208488.500000 Penalty: 5310.434082
	Iteration 4Q: 3 clusters Score -8208488 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -8209575.000000 Penalty: 5310.434082
	Iteration 5F: 3 clusters Score -8209575 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -8211519.500000 Penalty: 5310.434082
	Iteration 6F: 3 clusters Score -8211520 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -8214385.000000 Penalty: 5310.434082
	Iteration 7F: 3 clusters Score -8214385 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -8217772.500000 Penalty: 5310.434082
	Iteration 8F: 3 clusters Score -8217772 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8220566.000000 Penalty: 5310.434082
	Iteration 9F: 3 clusters Score -8220566 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8221906.000000 Penalty: 5310.434082
	Iteration 10Q: 3 clusters Score -8221906 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8222409.500000 Penalty: 5310.434082
	Iteration 11Q: 3 clusters Score -8222410 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8222571.500000 Penalty: 5310.434082
	Iteration 12Q: 3 clusters Score -8222572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8222636.000000 Penalty: 5310.434082
	Iteration 13Q: 3 clusters Score -8222636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8222661.500000 Penalty: 5310.434082
	Iteration 14Q: 3 clusters Score -8222662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8222682.500000 Penalty: 5310.434082
	Iteration 15Q: 3 clusters Score -8222682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8222693.000000 Penalty: 5310.434082
	Iteration 16Q: 3 clusters Score -8222693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8222703.500000 Penalty: 5310.434082
	Iteration 17Q: 3 clusters Score -8222704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8222709.500000 Penalty: 5310.434082
	Iteration 18Q: 3 clusters Score -8222710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8222715.000000 Penalty: 5310.434082
	Iteration 19Q: 3 clusters Score -8222715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8222730.500000 Penalty: 5310.434082
	Iteration 20F: 3 clusters Score -8222730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8222739.000000 Penalty: 5310.434082
	Iteration 21Q: 3 clusters Score -8222739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8222740.500000 Penalty: 5310.434082
	Iteration 22Q: 3 clusters Score -8222740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8222740.500000 Penalty: 5310.434082
	Iteration 23F: 3 clusters Score -8222740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Entering Unmasked Estep 
Score: -8517991.000000 Penalty: 2661.951660
	Iteration 0F: 2 clusters Score -8517991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -8488918.000000 Penalty: 5323.903320
	Iteration 0F: 3 clusters Score -8488918 nChanged 21259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -8500500.000000 Penalty: 5323.903320
	Iteration 1F: 3 clusters Score -8500500 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -8500966.000000 Penalty: 5323.903320
	Iteration 2Q: 3 clusters Score -8500966 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -8501389.000000 Penalty: 5323.903320
	Iteration 3Q: 3 clusters Score -8501389 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -8501822.000000 Penalty: 5323.903320
	Iteration 4Q: 3 clusters Score -8501822 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -8502316.000000 Penalty: 5323.903320
	Iteration 5Q: 3 clusters Score -8502316 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -8503033.000000 Penalty: 5323.903320
	Iteration 6Q: 3 clusters Score -8503033 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -8503988.000000 Penalty: 5323.903320
	Iteration 7Q: 3 clusters Score -8503988 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -8505329.000000 Penalty: 5323.903320
	Iteration 8F: 3 clusters Score -8505329 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -8507261.000000 Penalty: 5323.903320
	Iteration 9F: 3 clusters Score -8507261 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -8509672.000000 Penalty: 5323.903320
	Iteration 10F: 3 clusters Score -8509672 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -8512060.000000 Penalty: 5323.903320
	Iteration 11F: 3 clusters Score -8512060 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8513997.000000 Penalty: 5323.903320
	Iteration 12Q: 3 clusters Score -8513997 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8515225.000000 Penalty: 5323.903320
	Iteration 13Q: 3 clusters Score -8515225 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8515740.000000 Penalty: 5323.903320
	Iteration 14Q: 3 clusters Score -8515740 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8515899.000000 Penalty: 5323.903320
	Iteration 15Q: 3 clusters Score -8515899 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8515880.000000 Penalty: 5323.903320
	Iteration 16Q: 3 clusters Score -8515880 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8515875.000000 Penalty: 5323.903320
	Iteration 17Q: 3 clusters Score -8515875 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8515855.000000 Penalty: 5323.903320
	Iteration 18Q: 3 clusters Score -8515855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8515867.000000 Penalty: 5323.903320
	Iteration 19Q: 3 clusters Score -8515867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8515877.000000 Penalty: 5323.903320
	Iteration 20F: 3 clusters Score -8515877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8515894.000000 Penalty: 5323.903320
	Iteration 21Q: 3 clusters Score -8515894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8515901.000000 Penalty: 5323.903320
	Iteration 22Q: 3 clusters Score -8515901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8515905.000000 Penalty: 5323.903320
	Iteration 23Q: 3 clusters Score -8515905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8515915.000000 Penalty: 5323.903320
	Iteration 24Q: 3 clusters Score -8515915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8515906.000000 Penalty: 5323.903320
	Iteration 25Q: 3 clusters Score -8515906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8515903.000000 Penalty: 5323.903320
	Iteration 26Q: 3 clusters Score -8515903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8515912.000000 Penalty: 5323.903320
	Iteration 27Q: 3 clusters Score -8515912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8515914.000000 Penalty: 5323.903320
	Iteration 28Q: 3 clusters Score -8515914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8515916.000000 Penalty: 5323.903320
	Iteration 29Q: 3 clusters Score -8515916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8515916.000000 Penalty: 5323.903320
	Iteration 30F: 3 clusters Score -8515916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Entering Unmasked Estep 
Score: -9033621.000000 Penalty: 2675.152100
	Iteration 0F: 2 clusters Score -9033621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -9005142.000000 Penalty: 5350.304199
	Iteration 0F: 3 clusters Score -9005142 nChanged 22297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -9017562.000000 Penalty: 5350.304199
	Iteration 1F: 3 clusters Score -9017562 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -9018082.000000 Penalty: 5350.304199
	Iteration 2Q: 3 clusters Score -9018082 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -9018591.000000 Penalty: 5350.304199
	Iteration 3Q: 3 clusters Score -9018591 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -9019065.000000 Penalty: 5350.304199
	Iteration 4Q: 3 clusters Score -9019065 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -9019584.000000 Penalty: 5350.304199
	Iteration 5Q: 3 clusters Score -9019584 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -9020045.000000 Penalty: 5350.304199
	Iteration 6Q: 3 clusters Score -9020045 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -9020497.000000 Penalty: 5350.304199
	Iteration 7Q: 3 clusters Score -9020497 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -9021071.000000 Penalty: 5350.304199
	Iteration 8Q: 3 clusters Score -9021071 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -9021878.000000 Penalty: 5350.304199
	Iteration 9Q: 3 clusters Score -9021878 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -9023029.000000 Penalty: 5350.304199
	Iteration 10Q: 3 clusters Score -9023029 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -9024490.000000 Penalty: 5350.304199
	Iteration 11Q: 3 clusters Score -9024490 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -9025775.000000 Penalty: 5350.304199
	Iteration 12Q: 3 clusters Score -9025775 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -9026558.000000 Penalty: 5350.304199
	Iteration 13Q: 3 clusters Score -9026558 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -9026876.000000 Penalty: 5350.304199
	Iteration 14Q: 3 clusters Score -9026876 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -9026959.000000 Penalty: 5350.304199
	Iteration 15Q: 3 clusters Score -9026959 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -9027042.000000 Penalty: 5350.304199
	Iteration 16Q: 3 clusters Score -9027042 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -9027107.000000 Penalty: 5350.304199
	Iteration 17Q: 3 clusters Score -9027107 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -9027148.000000 Penalty: 5350.304199
	Iteration 18Q: 3 clusters Score -9027148 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -9027262.000000 Penalty: 5350.304199
	Iteration 19Q: 3 clusters Score -9027262 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -9027314.000000 Penalty: 5350.304199
	Iteration 20F: 3 clusters Score -9027314 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -9027333.000000 Penalty: 5350.304199
	Iteration 21Q: 3 clusters Score -9027333 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -9027398.000000 Penalty: 5350.304199
	Iteration 22Q: 3 clusters Score -9027398 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -9027446.000000 Penalty: 5350.304199
	Iteration 23Q: 3 clusters Score -9027446 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -9027455.000000 Penalty: 5350.304199
	Iteration 24Q: 3 clusters Score -9027455 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -9027487.000000 Penalty: 5350.304199
	Iteration 25Q: 3 clusters Score -9027487 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -9027524.000000 Penalty: 5350.304199
	Iteration 26Q: 3 clusters Score -9027524 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -9027561.000000 Penalty: 5350.304199
	Iteration 27Q: 3 clusters Score -9027561 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -9027608.000000 Penalty: 5350.304199
	Iteration 28Q: 3 clusters Score -9027608 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -9027665.000000 Penalty: 5350.304199
	Iteration 29Q: 3 clusters Score -9027665 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -9027738.000000 Penalty: 5350.304199
	Iteration 30Q: 3 clusters Score -9027738 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -9027777.000000 Penalty: 5350.304199
	Iteration 31Q: 3 clusters Score -9027777 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -9027857.000000 Penalty: 5350.304199
	Iteration 32Q: 3 clusters Score -9027857 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -9027897.000000 Penalty: 5350.304199
	Iteration 33Q: 3 clusters Score -9027897 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -9027958.000000 Penalty: 5350.304199
	Iteration 34Q: 3 clusters Score -9027958 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -9028048.000000 Penalty: 5350.304199
	Iteration 35Q: 3 clusters Score -9028048 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -9028122.000000 Penalty: 5350.304199
	Iteration 36Q: 3 clusters Score -9028122 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -9028185.000000 Penalty: 5350.304199
	Iteration 37Q: 3 clusters Score -9028185 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -9028187.000000 Penalty: 5350.304199
	Iteration 38Q: 3 clusters Score -9028187 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -9028215.000000 Penalty: 5350.304199
	Iteration 39Q: 3 clusters Score -9028215 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -9028251.000000 Penalty: 5350.304199
	Iteration 40F: 3 clusters Score -9028251 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -9028250.000000 Penalty: 5350.304199
	Iteration 41Q: 3 clusters Score -9028250 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -9028292.000000 Penalty: 5350.304199
	Iteration 42Q: 3 clusters Score -9028292 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -9028350.000000 Penalty: 5350.304199
	Iteration 43Q: 3 clusters Score -9028350 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -9028410.000000 Penalty: 5350.304199
	Iteration 44Q: 3 clusters Score -9028410 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -9028486.000000 Penalty: 5350.304199
	Iteration 45Q: 3 clusters Score -9028486 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -9028508.000000 Penalty: 5350.304199
	Iteration 46Q: 3 clusters Score -9028508 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -9028573.000000 Penalty: 5350.304199
	Iteration 47Q: 3 clusters Score -9028573 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -9028605.000000 Penalty: 5350.304199
	Iteration 48Q: 3 clusters Score -9028605 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -9028609.000000 Penalty: 5350.304199
	Iteration 49Q: 3 clusters Score -9028609 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -9028641.000000 Penalty: 5350.304199
	Iteration 50Q: 3 clusters Score -9028641 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -9028705.000000 Penalty: 5350.304199
	Iteration 51Q: 3 clusters Score -9028705 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -9028730.000000 Penalty: 5350.304199
	Iteration 52Q: 3 clusters Score -9028730 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -9028786.000000 Penalty: 5350.304199
	Iteration 53Q: 3 clusters Score -9028786 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -9028796.000000 Penalty: 5350.304199
	Iteration 54Q: 3 clusters Score -9028796 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -9028831.000000 Penalty: 5350.304199
	Iteration 55Q: 3 clusters Score -9028831 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -9028861.000000 Penalty: 5350.304199
	Iteration 56Q: 3 clusters Score -9028861 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -9028903.000000 Penalty: 5350.304199
	Iteration 57Q: 3 clusters Score -9028903 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -9028942.000000 Penalty: 5350.304199
	Iteration 58Q: 3 clusters Score -9028942 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -9028963.000000 Penalty: 5350.304199
	Iteration 59Q: 3 clusters Score -9028963 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -9029000.000000 Penalty: 5350.304199
	Iteration 60F: 3 clusters Score -9029000 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -9029028.000000 Penalty: 5350.304199
	Iteration 61Q: 3 clusters Score -9029028 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -9029039.000000 Penalty: 5350.304199
	Iteration 62Q: 3 clusters Score -9029039 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -9029074.000000 Penalty: 5350.304199
	Iteration 63Q: 3 clusters Score -9029074 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -9029118.000000 Penalty: 5350.304199
	Iteration 64Q: 3 clusters Score -9029118 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -9029126.000000 Penalty: 5350.304199
	Iteration 65Q: 3 clusters Score -9029126 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -9029169.000000 Penalty: 5350.304199
	Iteration 66Q: 3 clusters Score -9029169 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -9029168.000000 Penalty: 5350.304199
	Iteration 67Q: 3 clusters Score -9029168 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -9029185.000000 Penalty: 5350.304199
	Iteration 68Q: 3 clusters Score -9029185 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -9029212.000000 Penalty: 5350.304199
	Iteration 69Q: 3 clusters Score -9029212 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -9029210.000000 Penalty: 5350.304199
	Iteration 70Q: 3 clusters Score -9029210 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -9029191.000000 Penalty: 5350.304199
	Iteration 71Q: 3 clusters Score -9029191 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -9029188.000000 Penalty: 5350.304199
	Iteration 72Q: 3 clusters Score -9029188 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -9029204.000000 Penalty: 5350.304199
	Iteration 73Q: 3 clusters Score -9029204 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -9029230.000000 Penalty: 5350.304199
	Iteration 74Q: 3 clusters Score -9029230 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9029246.000000 Penalty: 5350.304199
	Iteration 75Q: 3 clusters Score -9029246 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -9029255.000000 Penalty: 5350.304199
	Iteration 76Q: 3 clusters Score -9029255 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -9029281.000000 Penalty: 5350.304199
	Iteration 77Q: 3 clusters Score -9029281 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -9029278.000000 Penalty: 5350.304199
	Iteration 78Q: 3 clusters Score -9029278 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -9029283.000000 Penalty: 5350.304199
	Iteration 79Q: 3 clusters Score -9029283 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -9029293.000000 Penalty: 5350.304199
	Iteration 80F: 3 clusters Score -9029293 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -9029335.000000 Penalty: 5350.304199
	Iteration 81Q: 3 clusters Score -9029335 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -9029357.000000 Penalty: 5350.304199
	Iteration 82Q: 3 clusters Score -9029357 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -9029362.000000 Penalty: 5350.304199
	Iteration 83Q: 3 clusters Score -9029362 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -9029372.000000 Penalty: 5350.304199
	Iteration 84Q: 3 clusters Score -9029372 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -9029389.000000 Penalty: 5350.304199
	Iteration 85Q: 3 clusters Score -9029389 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -9029376.000000 Penalty: 5350.304199
	Iteration 86Q: 3 clusters Score -9029376 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -9029433.000000 Penalty: 5350.304199
	Iteration 87Q: 3 clusters Score -9029433 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -9029440.000000 Penalty: 5350.304199
	Iteration 88Q: 3 clusters Score -9029440 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -9029485.000000 Penalty: 5350.304199
	Iteration 89Q: 3 clusters Score -9029485 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -9029506.000000 Penalty: 5350.304199
	Iteration 90Q: 3 clusters Score -9029506 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -9029517.000000 Penalty: 5350.304199
	Iteration 91Q: 3 clusters Score -9029517 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -9029553.000000 Penalty: 5350.304199
	Iteration 92Q: 3 clusters Score -9029553 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -9029579.000000 Penalty: 5350.304199
	Iteration 93Q: 3 clusters Score -9029579 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -9029580.000000 Penalty: 5350.304199
	Iteration 94Q: 3 clusters Score -9029580 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -9029590.000000 Penalty: 5350.304199
	Iteration 95Q: 3 clusters Score -9029590 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -9029597.000000 Penalty: 5350.304199
	Iteration 96Q: 3 clusters Score -9029597 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -9029612.000000 Penalty: 5350.304199
	Iteration 97Q: 3 clusters Score -9029612 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -9029664.000000 Penalty: 5350.304199
	Iteration 98Q: 3 clusters Score -9029664 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -9029671.000000 Penalty: 5350.304199
	Iteration 99Q: 3 clusters Score -9029671 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -9029727.000000 Penalty: 5350.304199
	Iteration 100F: 3 clusters Score -9029727 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -9029737.000000 Penalty: 5350.304199
	Iteration 101Q: 3 clusters Score -9029737 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -9029742.000000 Penalty: 5350.304199
	Iteration 102Q: 3 clusters Score -9029742 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -9029762.000000 Penalty: 5350.304199
	Iteration 103Q: 3 clusters Score -9029762 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -9029806.000000 Penalty: 5350.304199
	Iteration 104Q: 3 clusters Score -9029806 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -9029855.000000 Penalty: 5350.304199
	Iteration 105Q: 3 clusters Score -9029855 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -9029895.000000 Penalty: 5350.304199
	Iteration 106Q: 3 clusters Score -9029895 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -9029893.000000 Penalty: 5350.304199
	Iteration 107Q: 3 clusters Score -9029893 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -9029896.000000 Penalty: 5350.304199
	Iteration 108Q: 3 clusters Score -9029896 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -9029925.000000 Penalty: 5350.304199
	Iteration 109Q: 3 clusters Score -9029925 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -9029920.000000 Penalty: 5350.304199
	Iteration 110Q: 3 clusters Score -9029920 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -9029920.000000 Penalty: 5350.304199
	Iteration 111Q: 3 clusters Score -9029920 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -9029912.000000 Penalty: 5350.304199
	Iteration 112Q: 3 clusters Score -9029912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -9029905.000000 Penalty: 5350.304199
	Iteration 113Q: 3 clusters Score -9029905 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -9029916.000000 Penalty: 5350.304199
	Iteration 114Q: 3 clusters Score -9029916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -9029916.000000 Penalty: 5350.304199
	Iteration 115Q: 3 clusters Score -9029916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -9029921.000000 Penalty: 5350.304199
	Iteration 116Q: 3 clusters Score -9029921 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -9029916.000000 Penalty: 5350.304199
	Iteration 117Q: 3 clusters Score -9029916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -9029920.000000 Penalty: 5350.304199
	Iteration 118Q: 3 clusters Score -9029920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -9029918.000000 Penalty: 5350.304199
	Iteration 119Q: 3 clusters Score -9029918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -9029937.000000 Penalty: 5350.304199
	Iteration 120F: 3 clusters Score -9029937 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -9029944.000000 Penalty: 5350.304199
	Iteration 121Q: 3 clusters Score -9029944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -9029929.000000 Penalty: 5350.304199
	Iteration 122Q: 3 clusters Score -9029929 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -9029941.000000 Penalty: 5350.304199
	Iteration 123Q: 3 clusters Score -9029941 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -9029934.000000 Penalty: 5350.304199
	Iteration 124Q: 3 clusters Score -9029934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -9029920.000000 Penalty: 5350.304199
	Iteration 125Q: 3 clusters Score -9029920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -9029935.000000 Penalty: 5350.304199
	Iteration 126Q: 3 clusters Score -9029935 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -9029939.000000 Penalty: 5350.304199
	Iteration 127Q: 3 clusters Score -9029939 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -9029951.000000 Penalty: 5350.304199
	Iteration 128Q: 3 clusters Score -9029951 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -9029941.000000 Penalty: 5350.304199
	Iteration 129Q: 3 clusters Score -9029941 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -9029926.000000 Penalty: 5350.304199
	Iteration 130Q: 3 clusters Score -9029926 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -9029916.000000 Penalty: 5350.304199
	Iteration 131Q: 3 clusters Score -9029916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -9029909.000000 Penalty: 5350.304199
	Iteration 132Q: 3 clusters Score -9029909 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -9029905.000000 Penalty: 5350.304199
	Iteration 133Q: 3 clusters Score -9029905 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -9029919.000000 Penalty: 5350.304199
	Iteration 134Q: 3 clusters Score -9029919 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -9029932.000000 Penalty: 5350.304199
	Iteration 135Q: 3 clusters Score -9029932 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -9029950.000000 Penalty: 5350.304199
	Iteration 136Q: 3 clusters Score -9029950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -9029962.000000 Penalty: 5350.304199
	Iteration 137Q: 3 clusters Score -9029962 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -9029979.000000 Penalty: 5350.304199
	Iteration 138Q: 3 clusters Score -9029979 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -9029985.000000 Penalty: 5350.304199
	Iteration 139Q: 3 clusters Score -9029985 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -9030000.000000 Penalty: 5350.304199
	Iteration 140F: 3 clusters Score -9030000 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -9030004.000000 Penalty: 5350.304199
	Iteration 141Q: 3 clusters Score -9030004 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -9030026.000000 Penalty: 5350.304199
	Iteration 142Q: 3 clusters Score -9030026 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -9030045.000000 Penalty: 5350.304199
	Iteration 143Q: 3 clusters Score -9030045 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -9030033.000000 Penalty: 5350.304199
	Iteration 144Q: 3 clusters Score -9030033 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -9030038.000000 Penalty: 5350.304199
	Iteration 145Q: 3 clusters Score -9030038 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -9030023.000000 Penalty: 5350.304199
	Iteration 146Q: 3 clusters Score -9030023 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -9030032.000000 Penalty: 5350.304199
	Iteration 147Q: 3 clusters Score -9030032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -9030041.000000 Penalty: 5350.304199
	Iteration 148Q: 3 clusters Score -9030041 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -9030066.000000 Penalty: 5350.304199
	Iteration 149Q: 3 clusters Score -9030066 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -9030066.000000 Penalty: 5350.304199
	Iteration 150Q: 3 clusters Score -9030066 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -9030067.000000 Penalty: 5350.304199
	Iteration 151Q: 3 clusters Score -9030067 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -9030075.000000 Penalty: 5350.304199
	Iteration 152Q: 3 clusters Score -9030075 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -9030112.000000 Penalty: 5350.304199
	Iteration 153Q: 3 clusters Score -9030112 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -9030114.000000 Penalty: 5350.304199
	Iteration 154Q: 3 clusters Score -9030114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -9030124.000000 Penalty: 5350.304199
	Iteration 155Q: 3 clusters Score -9030124 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -9030166.000000 Penalty: 5350.304199
	Iteration 156Q: 3 clusters Score -9030166 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -9030170.000000 Penalty: 5350.304199
	Iteration 157Q: 3 clusters Score -9030170 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -9030184.000000 Penalty: 5350.304199
	Iteration 158Q: 3 clusters Score -9030184 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -9030183.000000 Penalty: 5350.304199
	Iteration 159Q: 3 clusters Score -9030183 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -9030205.000000 Penalty: 5350.304199
	Iteration 160F: 3 clusters Score -9030205 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -9030217.000000 Penalty: 5350.304199
	Iteration 161Q: 3 clusters Score -9030217 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -9030242.000000 Penalty: 5350.304199
	Iteration 162Q: 3 clusters Score -9030242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -9030238.000000 Penalty: 5350.304199
	Iteration 163Q: 3 clusters Score -9030238 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -9030254.000000 Penalty: 5350.304199
	Iteration 164Q: 3 clusters Score -9030254 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -9030261.000000 Penalty: 5350.304199
	Iteration 165Q: 3 clusters Score -9030261 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -9030258.000000 Penalty: 5350.304199
	Iteration 166Q: 3 clusters Score -9030258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -9030259.000000 Penalty: 5350.304199
	Iteration 167Q: 3 clusters Score -9030259 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -9030248.000000 Penalty: 5350.304199
	Iteration 168Q: 3 clusters Score -9030248 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -9030283.000000 Penalty: 5350.304199
	Iteration 169Q: 3 clusters Score -9030283 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -9030278.000000 Penalty: 5350.304199
	Iteration 170Q: 3 clusters Score -9030278 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -9030311.000000 Penalty: 5350.304199
	Iteration 171Q: 3 clusters Score -9030311 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -9030343.000000 Penalty: 5350.304199
	Iteration 172Q: 3 clusters Score -9030343 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -9030371.000000 Penalty: 5350.304199
	Iteration 173Q: 3 clusters Score -9030371 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -9030417.000000 Penalty: 5350.304199
	Iteration 174Q: 3 clusters Score -9030417 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -9030423.000000 Penalty: 5350.304199
	Iteration 175Q: 3 clusters Score -9030423 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -9030468.000000 Penalty: 5350.304199
	Iteration 176Q: 3 clusters Score -9030468 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -9030476.000000 Penalty: 5350.304199
	Iteration 177Q: 3 clusters Score -9030476 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -9030514.000000 Penalty: 5350.304199
	Iteration 178Q: 3 clusters Score -9030514 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -9030533.000000 Penalty: 5350.304199
	Iteration 179Q: 3 clusters Score -9030533 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -9030574.000000 Penalty: 5350.304199
	Iteration 180F: 3 clusters Score -9030574 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -9030614.000000 Penalty: 5350.304199
	Iteration 181Q: 3 clusters Score -9030614 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -9030657.000000 Penalty: 5350.304199
	Iteration 182Q: 3 clusters Score -9030657 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -9030727.000000 Penalty: 5350.304199
	Iteration 183Q: 3 clusters Score -9030727 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -9030759.000000 Penalty: 5350.304199
	Iteration 184Q: 3 clusters Score -9030759 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -9030832.000000 Penalty: 5350.304199
	Iteration 185Q: 3 clusters Score -9030832 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -9030855.000000 Penalty: 5350.304199
	Iteration 186Q: 3 clusters Score -9030855 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -9030883.000000 Penalty: 5350.304199
	Iteration 187Q: 3 clusters Score -9030883 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -9030971.000000 Penalty: 5350.304199
	Iteration 188Q: 3 clusters Score -9030971 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -9031056.000000 Penalty: 5350.304199
	Iteration 189Q: 3 clusters Score -9031056 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -9031102.000000 Penalty: 5350.304199
	Iteration 190Q: 3 clusters Score -9031102 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -9031160.000000 Penalty: 5350.304199
	Iteration 191Q: 3 clusters Score -9031160 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -9031211.000000 Penalty: 5350.304199
	Iteration 192Q: 3 clusters Score -9031211 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -9031229.000000 Penalty: 5350.304199
	Iteration 193Q: 3 clusters Score -9031229 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -9031220.000000 Penalty: 5350.304199
	Iteration 194Q: 3 clusters Score -9031220 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -9031201.000000 Penalty: 5350.304199
	Iteration 195Q: 3 clusters Score -9031201 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -9031215.000000 Penalty: 5350.304199
	Iteration 196Q: 3 clusters Score -9031215 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -9031169.000000 Penalty: 5350.304199
	Iteration 197Q: 3 clusters Score -9031169 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -9031224.000000 Penalty: 5350.304199
	Iteration 198Q: 3 clusters Score -9031224 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -9031236.000000 Penalty: 5350.304199
	Iteration 199Q: 3 clusters Score -9031236 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -9031233.000000 Penalty: 5350.304199
	Iteration 200F: 3 clusters Score -9031233 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -9031189.000000 Penalty: 5350.304199
	Iteration 201Q: 3 clusters Score -9031189 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -9031173.000000 Penalty: 5350.304199
	Iteration 202Q: 3 clusters Score -9031173 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -9031164.000000 Penalty: 5350.304199
	Iteration 203Q: 3 clusters Score -9031164 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -9031184.000000 Penalty: 5350.304199
	Iteration 204Q: 3 clusters Score -9031184 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -9031160.000000 Penalty: 5350.304199
	Iteration 205Q: 3 clusters Score -9031160 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -9031176.000000 Penalty: 5350.304199
	Iteration 206Q: 3 clusters Score -9031176 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -9031199.000000 Penalty: 5350.304199
	Iteration 207Q: 3 clusters Score -9031199 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -9031207.000000 Penalty: 5350.304199
	Iteration 208Q: 3 clusters Score -9031207 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -9031189.000000 Penalty: 5350.304199
	Iteration 209Q: 3 clusters Score -9031189 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -9031214.000000 Penalty: 5350.304199
	Iteration 210Q: 3 clusters Score -9031214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -9031222.000000 Penalty: 5350.304199
	Iteration 211Q: 3 clusters Score -9031222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -9031197.000000 Penalty: 5350.304199
	Iteration 212Q: 3 clusters Score -9031197 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -9031193.000000 Penalty: 5350.304199
	Iteration 213Q: 3 clusters Score -9031193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -9031197.000000 Penalty: 5350.304199
	Iteration 214Q: 3 clusters Score -9031197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -9031190.000000 Penalty: 5350.304199
	Iteration 215Q: 3 clusters Score -9031190 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -9031162.000000 Penalty: 5350.304199
	Iteration 216Q: 3 clusters Score -9031162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -9031169.000000 Penalty: 5350.304199
	Iteration 217Q: 3 clusters Score -9031169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -9031190.000000 Penalty: 5350.304199
	Iteration 218Q: 3 clusters Score -9031190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -9031191.000000 Penalty: 5350.304199
	Iteration 219Q: 3 clusters Score -9031191 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -9031192.000000 Penalty: 5350.304199
	Iteration 220F: 3 clusters Score -9031192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -9031239.000000 Penalty: 5350.304199
	Iteration 221Q: 3 clusters Score -9031239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -9031231.000000 Penalty: 5350.304199
	Iteration 222Q: 3 clusters Score -9031231 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -9031237.000000 Penalty: 5350.304199
	Iteration 223Q: 3 clusters Score -9031237 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -9031259.000000 Penalty: 5350.304199
	Iteration 224Q: 3 clusters Score -9031259 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -9031255.000000 Penalty: 5350.304199
	Iteration 225Q: 3 clusters Score -9031255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -9031261.000000 Penalty: 5350.304199
	Iteration 226Q: 3 clusters Score -9031261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -9031259.000000 Penalty: 5350.304199
	Iteration 227Q: 3 clusters Score -9031259 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -9031265.000000 Penalty: 5350.304199
	Iteration 228Q: 3 clusters Score -9031265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -9031263.000000 Penalty: 5350.304199
	Iteration 229Q: 3 clusters Score -9031263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -9031284.000000 Penalty: 5350.304199
	Iteration 230Q: 3 clusters Score -9031284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -9031280.000000 Penalty: 5350.304199
	Iteration 231Q: 3 clusters Score -9031280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -9031286.000000 Penalty: 5350.304199
	Iteration 232Q: 3 clusters Score -9031286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -9031301.000000 Penalty: 5350.304199
	Iteration 233Q: 3 clusters Score -9031301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -9031308.000000 Penalty: 5350.304199
	Iteration 234Q: 3 clusters Score -9031308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -9031301.000000 Penalty: 5350.304199
	Iteration 235Q: 3 clusters Score -9031301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -9031308.000000 Penalty: 5350.304199
	Iteration 236Q: 3 clusters Score -9031308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -9031323.000000 Penalty: 5350.304199
	Iteration 237Q: 3 clusters Score -9031323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -9031327.000000 Penalty: 5350.304199
	Iteration 238Q: 3 clusters Score -9031327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -9031333.000000 Penalty: 5350.304199
	Iteration 239Q: 3 clusters Score -9031333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -9031356.000000 Penalty: 5350.304199
	Iteration 240F: 3 clusters Score -9031356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -9031355.000000 Penalty: 5350.304199
	Iteration 241Q: 3 clusters Score -9031355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -9031339.000000 Penalty: 5350.304199
	Iteration 242Q: 3 clusters Score -9031339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -9031345.000000 Penalty: 5350.304199
	Iteration 243Q: 3 clusters Score -9031345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -9031355.000000 Penalty: 5350.304199
	Iteration 244Q: 3 clusters Score -9031355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9031347.000000 Penalty: 5350.304199
	Iteration 245Q: 3 clusters Score -9031347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -9031363.000000 Penalty: 5350.304199
	Iteration 246Q: 3 clusters Score -9031363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -9031375.000000 Penalty: 5350.304199
	Iteration 247Q: 3 clusters Score -9031375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -9031381.000000 Penalty: 5350.304199
	Iteration 248Q: 3 clusters Score -9031381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9031375.000000 Penalty: 5350.304199
	Iteration 249Q: 3 clusters Score -9031375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -9031374.000000 Penalty: 5350.304199
	Iteration 250Q: 3 clusters Score -9031374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -9031384.000000 Penalty: 5350.304199
	Iteration 251Q: 3 clusters Score -9031384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -9031377.000000 Penalty: 5350.304199
	Iteration 252Q: 3 clusters Score -9031377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -9031389.000000 Penalty: 5350.304199
	Iteration 253Q: 3 clusters Score -9031389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -9031400.000000 Penalty: 5350.304199
	Iteration 254Q: 3 clusters Score -9031400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -9031401.000000 Penalty: 5350.304199
	Iteration 255Q: 3 clusters Score -9031401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -9031404.000000 Penalty: 5350.304199
	Iteration 256Q: 3 clusters Score -9031404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -9031404.000000 Penalty: 5350.304199
	Iteration 257F: 3 clusters Score -9031404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -127269.539062 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -127269.5 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 417 members 
Entering Unmasked Estep 
Score: -125469.585938 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -125469.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -125990.906250 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -125990.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -126246.578125 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -126246.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -126416.648438 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -126416.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -126528.523438 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -126528.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -126673.750000 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -126673.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -126804.585938 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -126804.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -126953.000000 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -126953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127072.406250 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -127072.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -127185.601562 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -127185.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -127276.218750 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -127276.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -127420.257812 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -127420.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -127501.890625 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -127501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -127561.789062 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -127561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -127584.476562 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -127584.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -127602.859375 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -127602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -127628.156250 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -127628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127654.976562 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -127655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -127662.257812 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -127662.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -127673.781250 Penalty: 3350.861328
	Iteration 19F: 3 clusters Score -127673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -127685.921875 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -127685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -127694.554688 Penalty: 3350.861328
	Iteration 21Q: 3 clusters Score -127694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -127697.492188 Penalty: 3350.861328
	Iteration 22Q: 3 clusters Score -127697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -127703.820312 Penalty: 3350.861328
	Iteration 23Q: 3 clusters Score -127703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -127715.921875 Penalty: 3350.861328
	Iteration 24Q: 3 clusters Score -127715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -127727.875000 Penalty: 3350.861328
	Iteration 25Q: 3 clusters Score -127727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -127734.234375 Penalty: 3350.861328
	Iteration 26Q: 3 clusters Score -127734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -127737.656250 Penalty: 3350.861328
	Iteration 27Q: 3 clusters Score -127737.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -127741.539062 Penalty: 3350.861328
	Iteration 28Q: 3 clusters Score -127741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -127741.539062 Penalty: 3350.861328
	Iteration 29F: 3 clusters Score -127741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47496 members 
Mstep: Class 3 contains 43872 members 
Mstep: Class 4 contains 38385 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 24283 members 
Mstep: Class 7 contains 45385 members 
Mstep: Class 8 contains 9449 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 34629 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46555 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 44919 members 
Mstep: Class 21 contains 44646 members 
Mstep: Class 22 contains 45875 members 
Mstep: Class 23 contains 48383 members 
Mstep: Class 24 contains 505 members 
Mstep: Class 25 contains 50164 members 
Mstep: Class 26 contains 45298 members 
Mstep: Class 27 contains 354 members 
Entering Unmasked Estep 
Score: -106669816.000000 Penalty: 88917.406250
Splitting cluster 24 changes total score from -106670664.000000 to -106669816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (50164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Entering Unmasked Estep 
Score: -9295669.000000 Penalty: 2684.117188
	Iteration 0F: 2 clusters Score -9295669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -9264329.000000 Penalty: 5368.234375
	Iteration 0F: 3 clusters Score -9264329 nChanged 23138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -9277048.000000 Penalty: 5368.234375
	Iteration 1F: 3 clusters Score -9277048 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -9277500.000000 Penalty: 5368.234375
	Iteration 2Q: 3 clusters Score -9277500 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -9278042.000000 Penalty: 5368.234375
	Iteration 3Q: 3 clusters Score -9278042 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -9278607.000000 Penalty: 5368.234375
	Iteration 4Q: 3 clusters Score -9278607 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -9279376.000000 Penalty: 5368.234375
	Iteration 5Q: 3 clusters Score -9279376 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -9280620.000000 Penalty: 5368.234375
	Iteration 6Q: 3 clusters Score -9280620 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -9282608.000000 Penalty: 5368.234375
	Iteration 7F: 3 clusters Score -9282608 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -9285525.000000 Penalty: 5368.234375
	Iteration 8F: 3 clusters Score -9285525 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -9288721.000000 Penalty: 5368.234375
	Iteration 9F: 3 clusters Score -9288721 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -9291045.000000 Penalty: 5368.234375
	Iteration 10F: 3 clusters Score -9291045 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9292295.000000 Penalty: 5368.234375
	Iteration 11Q: 3 clusters Score -9292295 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9292815.000000 Penalty: 5368.234375
	Iteration 12Q: 3 clusters Score -9292815 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9293139.000000 Penalty: 5368.234375
	Iteration 13Q: 3 clusters Score -9293139 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9293225.000000 Penalty: 5368.234375
	Iteration 14Q: 3 clusters Score -9293225 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9293286.000000 Penalty: 5368.234375
	Iteration 15Q: 3 clusters Score -9293286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9293321.000000 Penalty: 5368.234375
	Iteration 16Q: 3 clusters Score -9293321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9293358.000000 Penalty: 5368.234375
	Iteration 17Q: 3 clusters Score -9293358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9293363.000000 Penalty: 5368.234375
	Iteration 18Q: 3 clusters Score -9293363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9293370.000000 Penalty: 5368.234375
	Iteration 19Q: 3 clusters Score -9293370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9293392.000000 Penalty: 5368.234375
	Iteration 20F: 3 clusters Score -9293392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9293392.000000 Penalty: 5368.234375
	Iteration 21Q: 3 clusters Score -9293392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9293405.000000 Penalty: 5368.234375
	Iteration 22Q: 3 clusters Score -9293405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9293412.000000 Penalty: 5368.234375
	Iteration 23Q: 3 clusters Score -9293412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9293415.000000 Penalty: 5368.234375
	Iteration 24Q: 3 clusters Score -9293415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9293419.000000 Penalty: 5368.234375
	Iteration 25Q: 3 clusters Score -9293419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9293422.000000 Penalty: 5368.234375
	Iteration 26Q: 3 clusters Score -9293422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9293422.000000 Penalty: 5368.234375
	Iteration 27F: 3 clusters Score -9293422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (45298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Entering Unmasked Estep 
Score: -8466344.000000 Penalty: 2658.812500
	Iteration 0F: 2 clusters Score -8466344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -8438075.000000 Penalty: 5317.625000
	Iteration 0F: 3 clusters Score -8438075 nChanged 20851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -8449396.000000 Penalty: 5317.625000
	Iteration 1F: 3 clusters Score -8449396 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -8449976.000000 Penalty: 5317.625000
	Iteration 2Q: 3 clusters Score -8449976 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -8450611.000000 Penalty: 5317.625000
	Iteration 3Q: 3 clusters Score -8450611 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -8451416.000000 Penalty: 5317.625000
	Iteration 4Q: 3 clusters Score -8451416 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -8452418.000000 Penalty: 5317.625000
	Iteration 5Q: 3 clusters Score -8452418 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -8453852.000000 Penalty: 5317.625000
	Iteration 6F: 3 clusters Score -8453852 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -8455703.000000 Penalty: 5317.625000
	Iteration 7F: 3 clusters Score -8455703 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -8457634.000000 Penalty: 5317.625000
	Iteration 8F: 3 clusters Score -8457634 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -8459387.000000 Penalty: 5317.625000
	Iteration 9F: 3 clusters Score -8459387 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -8460869.000000 Penalty: 5317.625000
	Iteration 10Q: 3 clusters Score -8460869 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -8461839.000000 Penalty: 5317.625000
	Iteration 11Q: 3 clusters Score -8461839 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -8462435.000000 Penalty: 5317.625000
	Iteration 12Q: 3 clusters Score -8462435 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -8462839.000000 Penalty: 5317.625000
	Iteration 13Q: 3 clusters Score -8462839 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -8463119.000000 Penalty: 5317.625000
	Iteration 14Q: 3 clusters Score -8463119 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -8463343.000000 Penalty: 5317.625000
	Iteration 15Q: 3 clusters Score -8463343 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -8463546.000000 Penalty: 5317.625000
	Iteration 16Q: 3 clusters Score -8463546 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -8463709.000000 Penalty: 5317.625000
	Iteration 17Q: 3 clusters Score -8463709 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -8463813.000000 Penalty: 5317.625000
	Iteration 18Q: 3 clusters Score -8463813 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8463907.000000 Penalty: 5317.625000
	Iteration 19Q: 3 clusters Score -8463907 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8463994.000000 Penalty: 5317.625000
	Iteration 20F: 3 clusters Score -8463994 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -8464026.000000 Penalty: 5317.625000
	Iteration 21Q: 3 clusters Score -8464026 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -8464076.000000 Penalty: 5317.625000
	Iteration 22Q: 3 clusters Score -8464076 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -8464140.000000 Penalty: 5317.625000
	Iteration 23Q: 3 clusters Score -8464140 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -8464163.000000 Penalty: 5317.625000
	Iteration 24Q: 3 clusters Score -8464163 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8464200.000000 Penalty: 5317.625000
	Iteration 25Q: 3 clusters Score -8464200 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -8464240.000000 Penalty: 5317.625000
	Iteration 26Q: 3 clusters Score -8464240 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -8464235.000000 Penalty: 5317.625000
	Iteration 27Q: 3 clusters Score -8464235 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -8464255.000000 Penalty: 5317.625000
	Iteration 28Q: 3 clusters Score -8464255 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -8464261.000000 Penalty: 5317.625000
	Iteration 29Q: 3 clusters Score -8464261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -8464280.000000 Penalty: 5317.625000
	Iteration 30Q: 3 clusters Score -8464280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -8464290.000000 Penalty: 5317.625000
	Iteration 31Q: 3 clusters Score -8464290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -8464298.000000 Penalty: 5317.625000
	Iteration 32Q: 3 clusters Score -8464298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -8464309.000000 Penalty: 5317.625000
	Iteration 33Q: 3 clusters Score -8464309 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -8464294.000000 Penalty: 5317.625000
	Iteration 34Q: 3 clusters Score -8464294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -8464310.000000 Penalty: 5317.625000
	Iteration 35Q: 3 clusters Score -8464310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -8464307.000000 Penalty: 5317.625000
	Iteration 36Q: 3 clusters Score -8464307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -8464295.000000 Penalty: 5317.625000
	Iteration 37Q: 3 clusters Score -8464295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8464314.000000 Penalty: 5317.625000
	Iteration 38Q: 3 clusters Score -8464314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8464334.000000 Penalty: 5317.625000
	Iteration 39Q: 3 clusters Score -8464334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -8464335.000000 Penalty: 5317.625000
	Iteration 40F: 3 clusters Score -8464335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -8464340.000000 Penalty: 5317.625000
	Iteration 41Q: 3 clusters Score -8464340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8464337.000000 Penalty: 5317.625000
	Iteration 42Q: 3 clusters Score -8464337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8464331.000000 Penalty: 5317.625000
	Iteration 43Q: 3 clusters Score -8464331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8464339.000000 Penalty: 5317.625000
	Iteration 44Q: 3 clusters Score -8464339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -8464352.000000 Penalty: 5317.625000
	Iteration 45Q: 3 clusters Score -8464352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -8464349.000000 Penalty: 5317.625000
	Iteration 46Q: 3 clusters Score -8464349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -8464356.000000 Penalty: 5317.625000
	Iteration 47Q: 3 clusters Score -8464356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -8464363.000000 Penalty: 5317.625000
	Iteration 48Q: 3 clusters Score -8464363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -8464360.000000 Penalty: 5317.625000
	Iteration 49Q: 3 clusters Score -8464360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -8464369.000000 Penalty: 5317.625000
	Iteration 50Q: 3 clusters Score -8464369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -8464374.000000 Penalty: 5317.625000
	Iteration 51Q: 3 clusters Score -8464374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8464358.000000 Penalty: 5317.625000
	Iteration 52Q: 3 clusters Score -8464358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -8464366.000000 Penalty: 5317.625000
	Iteration 53Q: 3 clusters Score -8464366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -8464374.000000 Penalty: 5317.625000
	Iteration 54Q: 3 clusters Score -8464374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -8464379.000000 Penalty: 5317.625000
	Iteration 55Q: 3 clusters Score -8464379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -8464378.000000 Penalty: 5317.625000
	Iteration 56Q: 3 clusters Score -8464378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -8464380.000000 Penalty: 5317.625000
	Iteration 57Q: 3 clusters Score -8464380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -8464370.000000 Penalty: 5317.625000
	Iteration 58Q: 3 clusters Score -8464370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -8464371.000000 Penalty: 5317.625000
	Iteration 59Q: 3 clusters Score -8464371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -8464376.000000 Penalty: 5317.625000
	Iteration 60F: 3 clusters Score -8464376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8464391.000000 Penalty: 5317.625000
	Iteration 61Q: 3 clusters Score -8464391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -8464394.000000 Penalty: 5317.625000
	Iteration 62Q: 3 clusters Score -8464394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8464404.000000 Penalty: 5317.625000
	Iteration 63Q: 3 clusters Score -8464404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -8464404.000000 Penalty: 5317.625000
	Iteration 64Q: 3 clusters Score -8464404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8464403.000000 Penalty: 5317.625000
	Iteration 65Q: 3 clusters Score -8464403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -8464405.000000 Penalty: 5317.625000
	Iteration 66Q: 3 clusters Score -8464405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -8464406.000000 Penalty: 5317.625000
	Iteration 67Q: 3 clusters Score -8464406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -8464405.000000 Penalty: 5317.625000
	Iteration 68Q: 3 clusters Score -8464405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8464398.000000 Penalty: 5317.625000
	Iteration 69Q: 3 clusters Score -8464398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8464394.000000 Penalty: 5317.625000
	Iteration 70Q: 3 clusters Score -8464394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -8464401.000000 Penalty: 5317.625000
	Iteration 71Q: 3 clusters Score -8464401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -8464414.000000 Penalty: 5317.625000
	Iteration 72Q: 3 clusters Score -8464414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -8464415.000000 Penalty: 5317.625000
	Iteration 73Q: 3 clusters Score -8464415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -8464422.000000 Penalty: 5317.625000
	Iteration 74Q: 3 clusters Score -8464422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -8464411.000000 Penalty: 5317.625000
	Iteration 75Q: 3 clusters Score -8464411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -8464406.000000 Penalty: 5317.625000
	Iteration 76Q: 3 clusters Score -8464406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -8464406.000000 Penalty: 5317.625000
	Iteration 77Q: 3 clusters Score -8464406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -8464402.000000 Penalty: 5317.625000
	Iteration 78Q: 3 clusters Score -8464402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -8464400.000000 Penalty: 5317.625000
	Iteration 79Q: 3 clusters Score -8464400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -8464397.000000 Penalty: 5317.625000
	Iteration 80F: 3 clusters Score -8464397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8464409.000000 Penalty: 5317.625000
	Iteration 81Q: 3 clusters Score -8464409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8464405.000000 Penalty: 5317.625000
	Iteration 82Q: 3 clusters Score -8464405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8464408.000000 Penalty: 5317.625000
	Iteration 83Q: 3 clusters Score -8464408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8464408.000000 Penalty: 5317.625000
	Iteration 84F: 3 clusters Score -8464408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47496 members 
Mstep: Class 3 contains 43872 members 
Mstep: Class 4 contains 38385 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 24283 members 
Mstep: Class 7 contains 45385 members 
Mstep: Class 8 contains 9449 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 34629 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46555 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 44919 members 
Mstep: Class 21 contains 44646 members 
Mstep: Class 22 contains 45875 members 
Mstep: Class 23 contains 48383 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50164 members 
Mstep: Class 26 contains 45298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671064.000000 Penalty: 85624.171875
Iteration 119Q: 27 clusters Score -1.066711e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47444 members 
Mstep: Class 3 contains 43829 members 
Mstep: Class 4 contains 38381 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 24542 members 
Mstep: Class 7 contains 45348 members 
Mstep: Class 8 contains 9426 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 35080 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46511 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 44834 members 
Mstep: Class 21 contains 44615 members 
Mstep: Class 22 contains 45753 members 
Mstep: Class 23 contains 48305 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50099 members 
Mstep: Class 26 contains 45172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671272.000000 Penalty: 85624.171875
Iteration 120F: 27 clusters Score -1.066713e+08 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47367 members 
Mstep: Class 3 contains 43789 members 
Mstep: Class 4 contains 38356 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 24822 members 
Mstep: Class 7 contains 45310 members 
Mstep: Class 8 contains 9391 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 35566 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46458 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 44790 members 
Mstep: Class 21 contains 44580 members 
Mstep: Class 22 contains 45659 members 
Mstep: Class 23 contains 48240 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 50026 members 
Mstep: Class 26 contains 44998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106671560.000000 Penalty: 85624.171875
Iteration 121Q: 27 clusters Score -1.066716e+08 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47253 members 
Mstep: Class 3 contains 43727 members 
Mstep: Class 4 contains 38330 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 25101 members 
Mstep: Class 7 contains 45257 members 
Mstep: Class 8 contains 9381 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 36084 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46413 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 44712 members 
Mstep: Class 21 contains 44575 members 
Mstep: Class 22 contains 45546 members 
Mstep: Class 23 contains 48154 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 49917 members 
Mstep: Class 26 contains 44898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672184.000000 Penalty: 85624.171875
Iteration 122Q: 27 clusters Score -1.066722e+08 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47116 members 
Mstep: Class 3 contains 43668 members 
Mstep: Class 4 contains 38302 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 25415 members 
Mstep: Class 7 contains 45242 members 
Mstep: Class 8 contains 9364 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5326 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 36612 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46335 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 44619 members 
Mstep: Class 21 contains 44568 members 
Mstep: Class 22 contains 45469 members 
Mstep: Class 23 contains 48049 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 49818 members 
Mstep: Class 26 contains 44782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672024.000000 Penalty: 85624.171875
Iteration 123Q: 27 clusters Score -1.06672e+08 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46958 members 
Mstep: Class 3 contains 43654 members 
Mstep: Class 4 contains 38276 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 25768 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 5314 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 37205 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46243 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 44513 members 
Mstep: Class 21 contains 44530 members 
Mstep: Class 22 contains 45400 members 
Mstep: Class 23 contains 47919 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 49737 members 
Mstep: Class 26 contains 44632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672296.000000 Penalty: 85624.171875
Iteration 124Q: 27 clusters Score -1.066723e+08 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46869 members 
Mstep: Class 3 contains 43631 members 
Mstep: Class 4 contains 38253 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 26099 members 
Mstep: Class 7 contains 45106 members 
Mstep: Class 8 contains 9315 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 37838 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 46167 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 44385 members 
Mstep: Class 21 contains 44534 members 
Mstep: Class 22 contains 45357 members 
Mstep: Class 23 contains 47750 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 49609 members 
Mstep: Class 26 contains 44466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672768.000000 Penalty: 85624.171875
Iteration 125Q: 27 clusters Score -1.066728e+08 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46777 members 
Mstep: Class 3 contains 43609 members 
Mstep: Class 4 contains 38230 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 26501 members 
Mstep: Class 7 contains 45037 members 
Mstep: Class 8 contains 9287 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 5309 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 38464 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 46076 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 44268 members 
Mstep: Class 21 contains 44512 members 
Mstep: Class 22 contains 45260 members 
Mstep: Class 23 contains 47594 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 49533 members 
Mstep: Class 26 contains 44231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106672952.000000 Penalty: 85624.171875
Iteration 126Q: 27 clusters Score -1.06673e+08 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46689 members 
Mstep: Class 3 contains 43574 members 
Mstep: Class 4 contains 38203 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 26913 members 
Mstep: Class 7 contains 44958 members 
Mstep: Class 8 contains 9255 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 5306 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 39120 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 45972 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 44160 members 
Mstep: Class 21 contains 44455 members 
Mstep: Class 22 contains 45155 members 
Mstep: Class 23 contains 47462 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 49481 members 
Mstep: Class 26 contains 43985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106673576.000000 Penalty: 85624.171875
Iteration 127Q: 27 clusters Score -1.066736e+08 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46523 members 
Mstep: Class 3 contains 43551 members 
Mstep: Class 4 contains 38174 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 27357 members 
Mstep: Class 7 contains 44879 members 
Mstep: Class 8 contains 9218 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 5290 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 39780 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 45865 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 44035 members 
Mstep: Class 21 contains 44430 members 
Mstep: Class 22 contains 45037 members 
Mstep: Class 23 contains 47371 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 49392 members 
Mstep: Class 26 contains 43787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674432.000000 Penalty: 85624.171875
Iteration 128Q: 27 clusters Score -1.066744e+08 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46282 members 
Mstep: Class 3 contains 43526 members 
Mstep: Class 4 contains 38135 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 44828 members 
Mstep: Class 8 contains 9176 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 5267 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 40560 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 45774 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 43880 members 
Mstep: Class 21 contains 44394 members 
Mstep: Class 22 contains 44921 members 
Mstep: Class 23 contains 47282 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 49288 members 
Mstep: Class 26 contains 43556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106674952.000000 Penalty: 85624.171875
Iteration 129Q: 27 clusters Score -1.06675e+08 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46115 members 
Mstep: Class 3 contains 43496 members 
Mstep: Class 4 contains 38102 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 28320 members 
Mstep: Class 7 contains 44729 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 5233 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 41399 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 45670 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 43750 members 
Mstep: Class 21 contains 44343 members 
Mstep: Class 22 contains 44794 members 
Mstep: Class 23 contains 47138 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 49184 members 
Mstep: Class 26 contains 43279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675328.000000 Penalty: 85624.171875
Iteration 130Q: 27 clusters Score -1.066753e+08 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45974 members 
Mstep: Class 3 contains 43501 members 
Mstep: Class 4 contains 38062 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 28823 members 
Mstep: Class 7 contains 44636 members 
Mstep: Class 8 contains 9096 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2902 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5191 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42073 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 45550 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 43656 members 
Mstep: Class 21 contains 44293 members 
Mstep: Class 22 contains 44690 members 
Mstep: Class 23 contains 46998 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 49076 members 
Mstep: Class 26 contains 43072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106675688.000000 Penalty: 85624.171875
Iteration 131Q: 27 clusters Score -1.066757e+08 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45887 members 
Mstep: Class 3 contains 43523 members 
Mstep: Class 4 contains 38017 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 29418 members 
Mstep: Class 7 contains 44567 members 
Mstep: Class 8 contains 9045 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42615 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 45416 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 43570 members 
Mstep: Class 21 contains 44239 members 
Mstep: Class 22 contains 44641 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 49007 members 
Mstep: Class 26 contains 42825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676104.000000 Penalty: 85624.171875
Iteration 132Q: 27 clusters Score -1.066761e+08 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45788 members 
Mstep: Class 3 contains 43496 members 
Mstep: Class 4 contains 37963 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 30021 members 
Mstep: Class 7 contains 44519 members 
Mstep: Class 8 contains 8995 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2900 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 5096 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 43136 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 45260 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 43514 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 44522 members 
Mstep: Class 23 contains 46642 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48936 members 
Mstep: Class 26 contains 42644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676336.000000 Penalty: 85624.171875
Iteration 133Q: 27 clusters Score -1.066763e+08 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45645 members 
Mstep: Class 3 contains 43524 members 
Mstep: Class 4 contains 37904 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 30677 members 
Mstep: Class 7 contains 44498 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2899 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 43518 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 45156 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 43426 members 
Mstep: Class 21 contains 44075 members 
Mstep: Class 22 contains 44433 members 
Mstep: Class 23 contains 46478 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48872 members 
Mstep: Class 26 contains 42510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676728.000000 Penalty: 85624.171875
Iteration 134Q: 27 clusters Score -1.066767e+08 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45413 members 
Mstep: Class 3 contains 43569 members 
Mstep: Class 4 contains 37873 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 31424 members 
Mstep: Class 7 contains 44441 members 
Mstep: Class 8 contains 8834 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2898 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 43845 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 45001 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 43319 members 
Mstep: Class 21 contains 43978 members 
Mstep: Class 22 contains 44327 members 
Mstep: Class 23 contains 46397 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48821 members 
Mstep: Class 26 contains 42444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676736.000000 Penalty: 85624.171875
Iteration 135Q: 27 clusters Score -1.066767e+08 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45240 members 
Mstep: Class 3 contains 43642 members 
Mstep: Class 4 contains 37834 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 32273 members 
Mstep: Class 7 contains 44382 members 
Mstep: Class 8 contains 8747 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2895 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 44058 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44881 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 43195 members 
Mstep: Class 21 contains 43871 members 
Mstep: Class 22 contains 44262 members 
Mstep: Class 23 contains 46272 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48750 members 
Mstep: Class 26 contains 42310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676736.000000 Penalty: 85624.171875
Iteration 136Q: 27 clusters Score -1.066767e+08 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45130 members 
Mstep: Class 3 contains 43705 members 
Mstep: Class 4 contains 37795 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 33159 members 
Mstep: Class 7 contains 44336 members 
Mstep: Class 8 contains 8672 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2894 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 4927 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 44156 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44789 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 43094 members 
Mstep: Class 21 contains 43787 members 
Mstep: Class 22 contains 44236 members 
Mstep: Class 23 contains 46110 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48635 members 
Mstep: Class 26 contains 42165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677160.000000 Penalty: 85624.171875
Iteration 137Q: 27 clusters Score -1.066772e+08 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45083 members 
Mstep: Class 3 contains 43737 members 
Mstep: Class 4 contains 37746 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 34123 members 
Mstep: Class 7 contains 44319 members 
Mstep: Class 8 contains 8612 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2895 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 44127 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44702 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 43022 members 
Mstep: Class 21 contains 43697 members 
Mstep: Class 22 contains 44119 members 
Mstep: Class 23 contains 45978 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48536 members 
Mstep: Class 26 contains 42009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677384.000000 Penalty: 85624.171875
Iteration 138Q: 27 clusters Score -1.066774e+08 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44908 members 
Mstep: Class 3 contains 43775 members 
Mstep: Class 4 contains 37684 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 35160 members 
Mstep: Class 7 contains 44263 members 
Mstep: Class 8 contains 8564 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2894 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 4856 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 43989 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44604 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42945 members 
Mstep: Class 21 contains 43606 members 
Mstep: Class 22 contains 44058 members 
Mstep: Class 23 contains 45897 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48420 members 
Mstep: Class 26 contains 41968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678024.000000 Penalty: 85624.171875
Iteration 139Q: 27 clusters Score -1.06678e+08 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44695 members 
Mstep: Class 3 contains 43823 members 
Mstep: Class 4 contains 37620 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 36258 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 8520 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2894 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 43846 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44497 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42834 members 
Mstep: Class 21 contains 43535 members 
Mstep: Class 22 contains 43984 members 
Mstep: Class 23 contains 45834 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48332 members 
Mstep: Class 26 contains 41860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678488.000000 Penalty: 85624.171875
Iteration 140F: 27 clusters Score -1.066785e+08 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44598 members 
Mstep: Class 3 contains 43868 members 
Mstep: Class 4 contains 37556 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 37329 members 
Mstep: Class 7 contains 44237 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2893 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 43652 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44427 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42692 members 
Mstep: Class 21 contains 43460 members 
Mstep: Class 22 contains 43928 members 
Mstep: Class 23 contains 45707 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48239 members 
Mstep: Class 26 contains 41794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678800.000000 Penalty: 85624.171875
Iteration 141Q: 27 clusters Score -1.066788e+08 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44411 members 
Mstep: Class 3 contains 43878 members 
Mstep: Class 4 contains 37499 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 38583 members 
Mstep: Class 7 contains 44173 members 
Mstep: Class 8 contains 8423 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2890 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 43491 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44303 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42587 members 
Mstep: Class 21 contains 43367 members 
Mstep: Class 22 contains 43832 members 
Mstep: Class 23 contains 45571 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48147 members 
Mstep: Class 26 contains 41750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679400.000000 Penalty: 85624.171875
Iteration 142Q: 27 clusters Score -1.066794e+08 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44227 members 
Mstep: Class 3 contains 43854 members 
Mstep: Class 4 contains 37462 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 39947 members 
Mstep: Class 7 contains 44091 members 
Mstep: Class 8 contains 8371 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2884 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 4633 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 43372 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 44165 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42448 members 
Mstep: Class 21 contains 43249 members 
Mstep: Class 22 contains 43742 members 
Mstep: Class 23 contains 45417 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48050 members 
Mstep: Class 26 contains 41683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680152.000000 Penalty: 85624.171875
Iteration 143Q: 27 clusters Score -1.066802e+08 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43957 members 
Mstep: Class 3 contains 43853 members 
Mstep: Class 4 contains 37432 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 41333 members 
Mstep: Class 7 contains 44013 members 
Mstep: Class 8 contains 8300 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 4585 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 43328 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43973 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42369 members 
Mstep: Class 21 contains 43130 members 
Mstep: Class 22 contains 43631 members 
Mstep: Class 23 contains 45270 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47958 members 
Mstep: Class 26 contains 41587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681032.000000 Penalty: 85624.171875
Iteration 144Q: 27 clusters Score -1.06681e+08 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43795 members 
Mstep: Class 3 contains 43807 members 
Mstep: Class 4 contains 37402 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42741 members 
Mstep: Class 7 contains 43919 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2874 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 43176 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43783 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42292 members 
Mstep: Class 21 contains 43024 members 
Mstep: Class 22 contains 43525 members 
Mstep: Class 23 contains 45148 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47881 members 
Mstep: Class 26 contains 41465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680768.000000 Penalty: 85624.171875
Iteration 145Q: 27 clusters Score -1.066808e+08 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43834 members 
Mstep: Class 3 contains 43694 members 
Mstep: Class 4 contains 37372 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44008 members 
Mstep: Class 7 contains 43838 members 
Mstep: Class 8 contains 8180 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2871 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 4499 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 42971 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 43569 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42237 members 
Mstep: Class 21 contains 42902 members 
Mstep: Class 22 contains 43440 members 
Mstep: Class 23 contains 45044 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47831 members 
Mstep: Class 26 contains 41309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681264.000000 Penalty: 85624.171875
Iteration 146Q: 27 clusters Score -1.066813e+08 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44126 members 
Mstep: Class 3 contains 43491 members 
Mstep: Class 4 contains 37335 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44948 members 
Mstep: Class 7 contains 43840 members 
Mstep: Class 8 contains 8128 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 4470 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 42809 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43408 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42188 members 
Mstep: Class 21 contains 42804 members 
Mstep: Class 22 contains 43371 members 
Mstep: Class 23 contains 44923 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47734 members 
Mstep: Class 26 contains 41157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680904.000000 Penalty: 85624.171875
Iteration 147Q: 27 clusters Score -1.066809e+08 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44639 members 
Mstep: Class 3 contains 43269 members 
Mstep: Class 4 contains 37302 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45403 members 
Mstep: Class 7 contains 43828 members 
Mstep: Class 8 contains 8086 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 42731 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43245 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42194 members 
Mstep: Class 21 contains 42698 members 
Mstep: Class 22 contains 43306 members 
Mstep: Class 23 contains 44884 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47647 members 
Mstep: Class 26 contains 41072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680520.000000 Penalty: 85624.171875
Iteration 148Q: 27 clusters Score -1.066805e+08 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45268 members 
Mstep: Class 3 contains 43099 members 
Mstep: Class 4 contains 37263 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45417 members 
Mstep: Class 7 contains 43904 members 
Mstep: Class 8 contains 8029 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2856 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 42714 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 43090 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42201 members 
Mstep: Class 21 contains 42598 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 44905 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47591 members 
Mstep: Class 26 contains 41059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680264.000000 Penalty: 85624.171875
Iteration 149Q: 27 clusters Score -1.066803e+08 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45836 members 
Mstep: Class 3 contains 42996 members 
Mstep: Class 4 contains 37217 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45114 members 
Mstep: Class 7 contains 43991 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2856 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 42630 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 42968 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42203 members 
Mstep: Class 21 contains 42502 members 
Mstep: Class 22 contains 43179 members 
Mstep: Class 23 contains 44978 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47562 members 
Mstep: Class 26 contains 41256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679960.000000 Penalty: 85624.171875
Iteration 150Q: 27 clusters Score -1.0668e+08 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46242 members 
Mstep: Class 3 contains 42985 members 
Mstep: Class 4 contains 37176 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44730 members 
Mstep: Class 7 contains 44097 members 
Mstep: Class 8 contains 7933 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 4289 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 42408 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 42882 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42184 members 
Mstep: Class 21 contains 42402 members 
Mstep: Class 22 contains 43205 members 
Mstep: Class 23 contains 45020 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47565 members 
Mstep: Class 26 contains 41632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679592.000000 Penalty: 85624.171875
Iteration 151Q: 27 clusters Score -1.066796e+08 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46455 members 
Mstep: Class 3 contains 43049 members 
Mstep: Class 4 contains 37132 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44291 members 
Mstep: Class 7 contains 44166 members 
Mstep: Class 8 contains 7889 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2857 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1764 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 42181 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 42840 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42185 members 
Mstep: Class 21 contains 42282 members 
Mstep: Class 22 contains 43279 members 
Mstep: Class 23 contains 45044 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47579 members 
Mstep: Class 26 contains 42144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679688.000000 Penalty: 85624.171875
Iteration 152Q: 27 clusters Score -1.066797e+08 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46547 members 
Mstep: Class 3 contains 43152 members 
Mstep: Class 4 contains 37083 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43873 members 
Mstep: Class 7 contains 44218 members 
Mstep: Class 8 contains 7857 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2855 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1764 members 
Mstep: Class 14 contains 4199 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 41949 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 42827 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42194 members 
Mstep: Class 21 contains 42162 members 
Mstep: Class 22 contains 43384 members 
Mstep: Class 23 contains 45044 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47591 members 
Mstep: Class 26 contains 42673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679448.000000 Penalty: 85624.171875
Iteration 153Q: 27 clusters Score -1.066794e+08 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46571 members 
Mstep: Class 3 contains 43282 members 
Mstep: Class 4 contains 37049 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43523 members 
Mstep: Class 7 contains 44234 members 
Mstep: Class 8 contains 7832 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2853 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1763 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 41735 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 42827 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42213 members 
Mstep: Class 21 contains 42083 members 
Mstep: Class 22 contains 43535 members 
Mstep: Class 23 contains 45083 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47566 members 
Mstep: Class 26 contains 43073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679440.000000 Penalty: 85624.171875
Iteration 154Q: 27 clusters Score -1.066794e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46559 members 
Mstep: Class 3 contains 43410 members 
Mstep: Class 4 contains 37006 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43201 members 
Mstep: Class 7 contains 44232 members 
Mstep: Class 8 contains 7813 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2853 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 4110 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 41536 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 42864 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42234 members 
Mstep: Class 21 contains 42028 members 
Mstep: Class 22 contains 43683 members 
Mstep: Class 23 contains 45074 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47545 members 
Mstep: Class 26 contains 43462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679808.000000 Penalty: 85624.171875
Iteration 155Q: 27 clusters Score -1.066798e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46549 members 
Mstep: Class 3 contains 43505 members 
Mstep: Class 4 contains 36981 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42897 members 
Mstep: Class 7 contains 44232 members 
Mstep: Class 8 contains 7788 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2851 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 41433 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 42905 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42228 members 
Mstep: Class 21 contains 41989 members 
Mstep: Class 22 contains 43832 members 
Mstep: Class 23 contains 45104 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47506 members 
Mstep: Class 26 contains 43740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679880.000000 Penalty: 85624.171875
Iteration 156Q: 27 clusters Score -1.066799e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46473 members 
Mstep: Class 3 contains 43547 members 
Mstep: Class 4 contains 36948 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42676 members 
Mstep: Class 7 contains 44225 members 
Mstep: Class 8 contains 7762 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2849 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 41353 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 42964 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42212 members 
Mstep: Class 21 contains 41938 members 
Mstep: Class 22 contains 44020 members 
Mstep: Class 23 contains 45164 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47438 members 
Mstep: Class 26 contains 43994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679568.000000 Penalty: 85624.171875
Iteration 157Q: 27 clusters Score -1.066796e+08 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46422 members 
Mstep: Class 3 contains 43587 members 
Mstep: Class 4 contains 36903 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42474 members 
Mstep: Class 7 contains 44258 members 
Mstep: Class 8 contains 7733 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 2847 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 4033 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 41301 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43035 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42171 members 
Mstep: Class 21 contains 41889 members 
Mstep: Class 22 contains 44202 members 
Mstep: Class 23 contains 45246 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47316 members 
Mstep: Class 26 contains 44191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679584.000000 Penalty: 85624.171875
Iteration 158Q: 27 clusters Score -1.066796e+08 nChanged 3312
Entering ConstructFrom: 
Score: -106679584.000000 Penalty: 85624.171875
Entering ConstructFrom: 
Trying to split cluster 1 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -23531.537109 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -23531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22490.880859 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -22490.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22686.917969 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -22686.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22762.962891 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -22762.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22808.199219 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -22808.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22856.630859 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -22856.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22872.035156 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -22872.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22881.623047 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -22881.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22887.810547 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -22887.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22887.810547 Penalty: 2845.339844
	Iteration 8F: 3 clusters Score -22887.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Entering Unmasked Estep 
Score: -8732060.000000 Penalty: 2664.495605
	Iteration 0F: 2 clusters Score -8732060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -8703586.000000 Penalty: 5328.991211
	Iteration 0F: 3 clusters Score -8703586 nChanged 21445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -8715687.000000 Penalty: 5328.991211
	Iteration 1F: 3 clusters Score -8715687 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -8716363.000000 Penalty: 5328.991211
	Iteration 2Q: 3 clusters Score -8716363 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -8717046.000000 Penalty: 5328.991211
	Iteration 3Q: 3 clusters Score -8717046 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -8717790.000000 Penalty: 5328.991211
	Iteration 4Q: 3 clusters Score -8717790 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -8718579.000000 Penalty: 5328.991211
	Iteration 5Q: 3 clusters Score -8718579 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -8719424.000000 Penalty: 5328.991211
	Iteration 6Q: 3 clusters Score -8719424 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -8720310.000000 Penalty: 5328.991211
	Iteration 7Q: 3 clusters Score -8720310 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -8721137.000000 Penalty: 5328.991211
	Iteration 8Q: 3 clusters Score -8721137 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -8722022.000000 Penalty: 5328.991211
	Iteration 9Q: 3 clusters Score -8722022 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -8722804.000000 Penalty: 5328.991211
	Iteration 10Q: 3 clusters Score -8722804 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -8723650.000000 Penalty: 5328.991211
	Iteration 11Q: 3 clusters Score -8723650 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -8724518.000000 Penalty: 5328.991211
	Iteration 12Q: 3 clusters Score -8724518 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -8725440.000000 Penalty: 5328.991211
	Iteration 13Q: 3 clusters Score -8725440 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -8726064.000000 Penalty: 5328.991211
	Iteration 14Q: 3 clusters Score -8726064 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -8726396.000000 Penalty: 5328.991211
	Iteration 15Q: 3 clusters Score -8726396 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -8726605.000000 Penalty: 5328.991211
	Iteration 16Q: 3 clusters Score -8726605 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -8726697.000000 Penalty: 5328.991211
	Iteration 17Q: 3 clusters Score -8726697 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -8726756.000000 Penalty: 5328.991211
	Iteration 18Q: 3 clusters Score -8726756 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -8726789.000000 Penalty: 5328.991211
	Iteration 19Q: 3 clusters Score -8726789 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -8726822.000000 Penalty: 5328.991211
	Iteration 20F: 3 clusters Score -8726822 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -8726866.000000 Penalty: 5328.991211
	Iteration 21Q: 3 clusters Score -8726866 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -8726895.000000 Penalty: 5328.991211
	Iteration 22Q: 3 clusters Score -8726895 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -8726922.000000 Penalty: 5328.991211
	Iteration 23Q: 3 clusters Score -8726922 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -8727003.000000 Penalty: 5328.991211
	Iteration 24Q: 3 clusters Score -8727003 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -8727017.000000 Penalty: 5328.991211
	Iteration 25Q: 3 clusters Score -8727017 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -8727048.000000 Penalty: 5328.991211
	Iteration 26Q: 3 clusters Score -8727048 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -8727029.000000 Penalty: 5328.991211
	Iteration 27Q: 3 clusters Score -8727029 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -8727064.000000 Penalty: 5328.991211
	Iteration 28Q: 3 clusters Score -8727064 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -8727104.000000 Penalty: 5328.991211
	Iteration 29Q: 3 clusters Score -8727104 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -8727154.000000 Penalty: 5328.991211
	Iteration 30Q: 3 clusters Score -8727154 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -8727258.000000 Penalty: 5328.991211
	Iteration 31Q: 3 clusters Score -8727258 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -8727372.000000 Penalty: 5328.991211
	Iteration 32Q: 3 clusters Score -8727372 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -8727459.000000 Penalty: 5328.991211
	Iteration 33Q: 3 clusters Score -8727459 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -8727519.000000 Penalty: 5328.991211
	Iteration 34Q: 3 clusters Score -8727519 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -8727611.000000 Penalty: 5328.991211
	Iteration 35Q: 3 clusters Score -8727611 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -8727758.000000 Penalty: 5328.991211
	Iteration 36Q: 3 clusters Score -8727758 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -8727925.000000 Penalty: 5328.991211
	Iteration 37Q: 3 clusters Score -8727925 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -8728152.000000 Penalty: 5328.991211
	Iteration 38Q: 3 clusters Score -8728152 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -8728369.000000 Penalty: 5328.991211
	Iteration 39Q: 3 clusters Score -8728369 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -8728541.000000 Penalty: 5328.991211
	Iteration 40F: 3 clusters Score -8728541 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -8728662.000000 Penalty: 5328.991211
	Iteration 41Q: 3 clusters Score -8728662 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -8728784.000000 Penalty: 5328.991211
	Iteration 42Q: 3 clusters Score -8728784 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -8728906.000000 Penalty: 5328.991211
	Iteration 43Q: 3 clusters Score -8728906 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -8729013.000000 Penalty: 5328.991211
	Iteration 44Q: 3 clusters Score -8729013 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -8729149.000000 Penalty: 5328.991211
	Iteration 45Q: 3 clusters Score -8729149 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -8729158.000000 Penalty: 5328.991211
	Iteration 46Q: 3 clusters Score -8729158 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -8729175.000000 Penalty: 5328.991211
	Iteration 47Q: 3 clusters Score -8729175 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -8729253.000000 Penalty: 5328.991211
	Iteration 48Q: 3 clusters Score -8729253 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -8729284.000000 Penalty: 5328.991211
	Iteration 49Q: 3 clusters Score -8729284 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -8729362.000000 Penalty: 5328.991211
	Iteration 50Q: 3 clusters Score -8729362 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -8729406.000000 Penalty: 5328.991211
	Iteration 51Q: 3 clusters Score -8729406 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -8729445.000000 Penalty: 5328.991211
	Iteration 52Q: 3 clusters Score -8729445 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -8729473.000000 Penalty: 5328.991211
	Iteration 53Q: 3 clusters Score -8729473 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -8729502.000000 Penalty: 5328.991211
	Iteration 54Q: 3 clusters Score -8729502 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -8729473.000000 Penalty: 5328.991211
	Iteration 55Q: 3 clusters Score -8729473 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -8729498.000000 Penalty: 5328.991211
	Iteration 56Q: 3 clusters Score -8729498 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -8729527.000000 Penalty: 5328.991211
	Iteration 57Q: 3 clusters Score -8729527 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -8729537.000000 Penalty: 5328.991211
	Iteration 58Q: 3 clusters Score -8729537 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -8729555.000000 Penalty: 5328.991211
	Iteration 59Q: 3 clusters Score -8729555 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -8729547.000000 Penalty: 5328.991211
	Iteration 60F: 3 clusters Score -8729547 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -8729573.000000 Penalty: 5328.991211
	Iteration 61Q: 3 clusters Score -8729573 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -8729570.000000 Penalty: 5328.991211
	Iteration 62Q: 3 clusters Score -8729570 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -8729600.000000 Penalty: 5328.991211
	Iteration 63Q: 3 clusters Score -8729600 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -8729587.000000 Penalty: 5328.991211
	Iteration 64Q: 3 clusters Score -8729587 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -8729618.000000 Penalty: 5328.991211
	Iteration 65Q: 3 clusters Score -8729618 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -8729581.000000 Penalty: 5328.991211
	Iteration 66Q: 3 clusters Score -8729581 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -8729594.000000 Penalty: 5328.991211
	Iteration 67Q: 3 clusters Score -8729594 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -8729616.000000 Penalty: 5328.991211
	Iteration 68Q: 3 clusters Score -8729616 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -8729634.000000 Penalty: 5328.991211
	Iteration 69Q: 3 clusters Score -8729634 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -8729625.000000 Penalty: 5328.991211
	Iteration 70Q: 3 clusters Score -8729625 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -8729632.000000 Penalty: 5328.991211
	Iteration 71Q: 3 clusters Score -8729632 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -8729625.000000 Penalty: 5328.991211
	Iteration 72Q: 3 clusters Score -8729625 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -8729625.000000 Penalty: 5328.991211
	Iteration 73Q: 3 clusters Score -8729625 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -8729643.000000 Penalty: 5328.991211
	Iteration 74Q: 3 clusters Score -8729643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -8729626.000000 Penalty: 5328.991211
	Iteration 75Q: 3 clusters Score -8729626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -8729612.000000 Penalty: 5328.991211
	Iteration 76Q: 3 clusters Score -8729612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -8729620.000000 Penalty: 5328.991211
	Iteration 77Q: 3 clusters Score -8729620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -8729628.000000 Penalty: 5328.991211
	Iteration 78Q: 3 clusters Score -8729628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -8729617.000000 Penalty: 5328.991211
	Iteration 79Q: 3 clusters Score -8729617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -8729604.000000 Penalty: 5328.991211
	Iteration 80F: 3 clusters Score -8729604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -8729608.000000 Penalty: 5328.991211
	Iteration 81Q: 3 clusters Score -8729608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -8729590.000000 Penalty: 5328.991211
	Iteration 82Q: 3 clusters Score -8729590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -8729578.000000 Penalty: 5328.991211
	Iteration 83Q: 3 clusters Score -8729578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -8729582.000000 Penalty: 5328.991211
	Iteration 84Q: 3 clusters Score -8729582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -8729574.000000 Penalty: 5328.991211
	Iteration 85Q: 3 clusters Score -8729574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -8729573.000000 Penalty: 5328.991211
	Iteration 86Q: 3 clusters Score -8729573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -8729561.000000 Penalty: 5328.991211
	Iteration 87Q: 3 clusters Score -8729561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -8729556.000000 Penalty: 5328.991211
	Iteration 88Q: 3 clusters Score -8729556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -8729562.000000 Penalty: 5328.991211
	Iteration 89Q: 3 clusters Score -8729562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -8729571.000000 Penalty: 5328.991211
	Iteration 90Q: 3 clusters Score -8729571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -8729569.000000 Penalty: 5328.991211
	Iteration 91Q: 3 clusters Score -8729569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -8729567.000000 Penalty: 5328.991211
	Iteration 92Q: 3 clusters Score -8729567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -8729570.000000 Penalty: 5328.991211
	Iteration 93Q: 3 clusters Score -8729570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -8729568.000000 Penalty: 5328.991211
	Iteration 94Q: 3 clusters Score -8729568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -8729577.000000 Penalty: 5328.991211
	Iteration 95Q: 3 clusters Score -8729577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -8729579.000000 Penalty: 5328.991211
	Iteration 96Q: 3 clusters Score -8729579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -8729563.000000 Penalty: 5328.991211
	Iteration 97Q: 3 clusters Score -8729563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -8729567.000000 Penalty: 5328.991211
	Iteration 98Q: 3 clusters Score -8729567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -8729562.000000 Penalty: 5328.991211
	Iteration 99Q: 3 clusters Score -8729562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -8729571.000000 Penalty: 5328.991211
	Iteration 100F: 3 clusters Score -8729571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -8729552.000000 Penalty: 5328.991211
	Iteration 101Q: 3 clusters Score -8729552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -8729544.000000 Penalty: 5328.991211
	Iteration 102Q: 3 clusters Score -8729544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -8729540.000000 Penalty: 5328.991211
	Iteration 103Q: 3 clusters Score -8729540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -8729546.000000 Penalty: 5328.991211
	Iteration 104Q: 3 clusters Score -8729546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -8729554.000000 Penalty: 5328.991211
	Iteration 105Q: 3 clusters Score -8729554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -8729549.000000 Penalty: 5328.991211
	Iteration 106Q: 3 clusters Score -8729549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -8729547.000000 Penalty: 5328.991211
	Iteration 107Q: 3 clusters Score -8729547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -8729538.000000 Penalty: 5328.991211
	Iteration 108Q: 3 clusters Score -8729538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -8729531.000000 Penalty: 5328.991211
	Iteration 109Q: 3 clusters Score -8729531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -8729535.000000 Penalty: 5328.991211
	Iteration 110Q: 3 clusters Score -8729535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -8729532.000000 Penalty: 5328.991211
	Iteration 111Q: 3 clusters Score -8729532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -8729528.000000 Penalty: 5328.991211
	Iteration 112Q: 3 clusters Score -8729528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -8729536.000000 Penalty: 5328.991211
	Iteration 113Q: 3 clusters Score -8729536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -8729531.000000 Penalty: 5328.991211
	Iteration 114Q: 3 clusters Score -8729531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -8729518.000000 Penalty: 5328.991211
	Iteration 115Q: 3 clusters Score -8729518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -8729523.000000 Penalty: 5328.991211
	Iteration 116Q: 3 clusters Score -8729523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -8729520.000000 Penalty: 5328.991211
	Iteration 117Q: 3 clusters Score -8729520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -8729517.000000 Penalty: 5328.991211
	Iteration 118Q: 3 clusters Score -8729517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -8729506.000000 Penalty: 5328.991211
	Iteration 119Q: 3 clusters Score -8729506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -8729517.000000 Penalty: 5328.991211
	Iteration 120F: 3 clusters Score -8729517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -8729523.000000 Penalty: 5328.991211
	Iteration 121Q: 3 clusters Score -8729523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -8729512.000000 Penalty: 5328.991211
	Iteration 122Q: 3 clusters Score -8729512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -8729527.000000 Penalty: 5328.991211
	Iteration 123Q: 3 clusters Score -8729527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -8729526.000000 Penalty: 5328.991211
	Iteration 124Q: 3 clusters Score -8729526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -8729525.000000 Penalty: 5328.991211
	Iteration 125Q: 3 clusters Score -8729525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -8729512.000000 Penalty: 5328.991211
	Iteration 126Q: 3 clusters Score -8729512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -8729528.000000 Penalty: 5328.991211
	Iteration 127Q: 3 clusters Score -8729528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -8729525.000000 Penalty: 5328.991211
	Iteration 128Q: 3 clusters Score -8729525 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -8729507.000000 Penalty: 5328.991211
	Iteration 129Q: 3 clusters Score -8729507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -8729504.000000 Penalty: 5328.991211
	Iteration 130Q: 3 clusters Score -8729504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -8729519.000000 Penalty: 5328.991211
	Iteration 131Q: 3 clusters Score -8729519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -8729501.000000 Penalty: 5328.991211
	Iteration 132Q: 3 clusters Score -8729501 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -8729502.000000 Penalty: 5328.991211
	Iteration 133Q: 3 clusters Score -8729502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -8729499.000000 Penalty: 5328.991211
	Iteration 134Q: 3 clusters Score -8729499 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -8729508.000000 Penalty: 5328.991211
	Iteration 135Q: 3 clusters Score -8729508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -8729507.000000 Penalty: 5328.991211
	Iteration 136Q: 3 clusters Score -8729507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -8729500.000000 Penalty: 5328.991211
	Iteration 137Q: 3 clusters Score -8729500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -8729491.000000 Penalty: 5328.991211
	Iteration 138Q: 3 clusters Score -8729491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -8729504.000000 Penalty: 5328.991211
	Iteration 139Q: 3 clusters Score -8729504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -8729502.000000 Penalty: 5328.991211
	Iteration 140F: 3 clusters Score -8729502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -8729497.000000 Penalty: 5328.991211
	Iteration 141Q: 3 clusters Score -8729497 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -8729518.000000 Penalty: 5328.991211
	Iteration 142Q: 3 clusters Score -8729518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -8729512.000000 Penalty: 5328.991211
	Iteration 143Q: 3 clusters Score -8729512 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -8729519.000000 Penalty: 5328.991211
	Iteration 144Q: 3 clusters Score -8729519 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -8729532.000000 Penalty: 5328.991211
	Iteration 145Q: 3 clusters Score -8729532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -8729523.000000 Penalty: 5328.991211
	Iteration 146Q: 3 clusters Score -8729523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -8729508.000000 Penalty: 5328.991211
	Iteration 147Q: 3 clusters Score -8729508 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -8729528.000000 Penalty: 5328.991211
	Iteration 148Q: 3 clusters Score -8729528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -8729532.000000 Penalty: 5328.991211
	Iteration 149Q: 3 clusters Score -8729532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -8729521.000000 Penalty: 5328.991211
	Iteration 150Q: 3 clusters Score -8729521 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -8729538.000000 Penalty: 5328.991211
	Iteration 151Q: 3 clusters Score -8729538 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -8729526.000000 Penalty: 5328.991211
	Iteration 152Q: 3 clusters Score -8729526 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -8729536.000000 Penalty: 5328.991211
	Iteration 153Q: 3 clusters Score -8729536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -8729557.000000 Penalty: 5328.991211
	Iteration 154Q: 3 clusters Score -8729557 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -8729552.000000 Penalty: 5328.991211
	Iteration 155Q: 3 clusters Score -8729552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -8729571.000000 Penalty: 5328.991211
	Iteration 156Q: 3 clusters Score -8729571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -8729567.000000 Penalty: 5328.991211
	Iteration 157Q: 3 clusters Score -8729567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -8729546.000000 Penalty: 5328.991211
	Iteration 158Q: 3 clusters Score -8729546 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -8729548.000000 Penalty: 5328.991211
	Iteration 159Q: 3 clusters Score -8729548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -8729541.000000 Penalty: 5328.991211
	Iteration 160F: 3 clusters Score -8729541 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -8729548.000000 Penalty: 5328.991211
	Iteration 161Q: 3 clusters Score -8729548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -8729541.000000 Penalty: 5328.991211
	Iteration 162Q: 3 clusters Score -8729541 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -8729538.000000 Penalty: 5328.991211
	Iteration 163Q: 3 clusters Score -8729538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -8729520.000000 Penalty: 5328.991211
	Iteration 164Q: 3 clusters Score -8729520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -8729521.000000 Penalty: 5328.991211
	Iteration 165Q: 3 clusters Score -8729521 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -8729521.000000 Penalty: 5328.991211
	Iteration 166Q: 3 clusters Score -8729521 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -8729546.000000 Penalty: 5328.991211
	Iteration 167Q: 3 clusters Score -8729546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -8729554.000000 Penalty: 5328.991211
	Iteration 168Q: 3 clusters Score -8729554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -8729541.000000 Penalty: 5328.991211
	Iteration 169Q: 3 clusters Score -8729541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -8729534.000000 Penalty: 5328.991211
	Iteration 170Q: 3 clusters Score -8729534 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -8729550.000000 Penalty: 5328.991211
	Iteration 171Q: 3 clusters Score -8729550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -8729548.000000 Penalty: 5328.991211
	Iteration 172Q: 3 clusters Score -8729548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -8729558.000000 Penalty: 5328.991211
	Iteration 173Q: 3 clusters Score -8729558 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -8729585.000000 Penalty: 5328.991211
	Iteration 174Q: 3 clusters Score -8729585 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -8729571.000000 Penalty: 5328.991211
	Iteration 175Q: 3 clusters Score -8729571 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -8729603.000000 Penalty: 5328.991211
	Iteration 176Q: 3 clusters Score -8729603 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -8729604.000000 Penalty: 5328.991211
	Iteration 177Q: 3 clusters Score -8729604 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -8729611.000000 Penalty: 5328.991211
	Iteration 178Q: 3 clusters Score -8729611 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -8729596.000000 Penalty: 5328.991211
	Iteration 179Q: 3 clusters Score -8729596 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -8729576.000000 Penalty: 5328.991211
	Iteration 180F: 3 clusters Score -8729576 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -8729577.000000 Penalty: 5328.991211
	Iteration 181Q: 3 clusters Score -8729577 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -8729588.000000 Penalty: 5328.991211
	Iteration 182Q: 3 clusters Score -8729588 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -8729607.000000 Penalty: 5328.991211
	Iteration 183Q: 3 clusters Score -8729607 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -8729623.000000 Penalty: 5328.991211
	Iteration 184Q: 3 clusters Score -8729623 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -8729609.000000 Penalty: 5328.991211
	Iteration 185Q: 3 clusters Score -8729609 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -8729614.000000 Penalty: 5328.991211
	Iteration 186Q: 3 clusters Score -8729614 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -8729640.000000 Penalty: 5328.991211
	Iteration 187Q: 3 clusters Score -8729640 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -8729686.000000 Penalty: 5328.991211
	Iteration 188Q: 3 clusters Score -8729686 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -8729699.000000 Penalty: 5328.991211
	Iteration 189Q: 3 clusters Score -8729699 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -8729724.000000 Penalty: 5328.991211
	Iteration 190Q: 3 clusters Score -8729724 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -8729751.000000 Penalty: 5328.991211
	Iteration 191Q: 3 clusters Score -8729751 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -8729743.000000 Penalty: 5328.991211
	Iteration 192Q: 3 clusters Score -8729743 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -8729731.000000 Penalty: 5328.991211
	Iteration 193Q: 3 clusters Score -8729731 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -8729767.000000 Penalty: 5328.991211
	Iteration 194Q: 3 clusters Score -8729767 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -8729729.000000 Penalty: 5328.991211
	Iteration 195Q: 3 clusters Score -8729729 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -8729759.000000 Penalty: 5328.991211
	Iteration 196Q: 3 clusters Score -8729759 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -8729771.000000 Penalty: 5328.991211
	Iteration 197Q: 3 clusters Score -8729771 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -8729785.000000 Penalty: 5328.991211
	Iteration 198Q: 3 clusters Score -8729785 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -8729796.000000 Penalty: 5328.991211
	Iteration 199Q: 3 clusters Score -8729796 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -8729809.000000 Penalty: 5328.991211
	Iteration 200F: 3 clusters Score -8729809 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -8729824.000000 Penalty: 5328.991211
	Iteration 201Q: 3 clusters Score -8729824 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -8729824.000000 Penalty: 5328.991211
	Iteration 202Q: 3 clusters Score -8729824 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -8729840.000000 Penalty: 5328.991211
	Iteration 203Q: 3 clusters Score -8729840 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -8729867.000000 Penalty: 5328.991211
	Iteration 204Q: 3 clusters Score -8729867 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -8729856.000000 Penalty: 5328.991211
	Iteration 205Q: 3 clusters Score -8729856 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -8729878.000000 Penalty: 5328.991211
	Iteration 206Q: 3 clusters Score -8729878 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -8729920.000000 Penalty: 5328.991211
	Iteration 207Q: 3 clusters Score -8729920 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -8729955.000000 Penalty: 5328.991211
	Iteration 208Q: 3 clusters Score -8729955 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -8730021.000000 Penalty: 5328.991211
	Iteration 209Q: 3 clusters Score -8730021 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -8730066.000000 Penalty: 5328.991211
	Iteration 210Q: 3 clusters Score -8730066 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -8730119.000000 Penalty: 5328.991211
	Iteration 211Q: 3 clusters Score -8730119 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -8730166.000000 Penalty: 5328.991211
	Iteration 212Q: 3 clusters Score -8730166 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -8730224.000000 Penalty: 5328.991211
	Iteration 213Q: 3 clusters Score -8730224 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -8730284.000000 Penalty: 5328.991211
	Iteration 214Q: 3 clusters Score -8730284 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -8730361.000000 Penalty: 5328.991211
	Iteration 215Q: 3 clusters Score -8730361 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -8730423.000000 Penalty: 5328.991211
	Iteration 216Q: 3 clusters Score -8730423 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -8730452.000000 Penalty: 5328.991211
	Iteration 217Q: 3 clusters Score -8730452 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -8730499.000000 Penalty: 5328.991211
	Iteration 218Q: 3 clusters Score -8730499 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -8730526.000000 Penalty: 5328.991211
	Iteration 219Q: 3 clusters Score -8730526 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -8730713.000000 Penalty: 5328.991211
	Iteration 220F: 3 clusters Score -8730713 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -8730812.000000 Penalty: 5328.991211
	Iteration 221Q: 3 clusters Score -8730812 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -8730885.000000 Penalty: 5328.991211
	Iteration 222Q: 3 clusters Score -8730885 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -8730935.000000 Penalty: 5328.991211
	Iteration 223Q: 3 clusters Score -8730935 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -8730998.000000 Penalty: 5328.991211
	Iteration 224Q: 3 clusters Score -8730998 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -8731010.000000 Penalty: 5328.991211
	Iteration 225Q: 3 clusters Score -8731010 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -8730989.000000 Penalty: 5328.991211
	Iteration 226Q: 3 clusters Score -8730989 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8730977.000000 Penalty: 5328.991211
	Iteration 227Q: 3 clusters Score -8730977 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -8731010.000000 Penalty: 5328.991211
	Iteration 228Q: 3 clusters Score -8731010 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -8731023.000000 Penalty: 5328.991211
	Iteration 229Q: 3 clusters Score -8731023 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -8731041.000000 Penalty: 5328.991211
	Iteration 230Q: 3 clusters Score -8731041 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -8731076.000000 Penalty: 5328.991211
	Iteration 231Q: 3 clusters Score -8731076 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -8731051.000000 Penalty: 5328.991211
	Iteration 232Q: 3 clusters Score -8731051 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -8731043.000000 Penalty: 5328.991211
	Iteration 233Q: 3 clusters Score -8731043 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -8730986.000000 Penalty: 5328.991211
	Iteration 234Q: 3 clusters Score -8730986 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8730982.000000 Penalty: 5328.991211
	Iteration 235Q: 3 clusters Score -8730982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -8730982.000000 Penalty: 5328.991211
	Iteration 236Q: 3 clusters Score -8730982 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -8730977.000000 Penalty: 5328.991211
	Iteration 237Q: 3 clusters Score -8730977 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -8730953.000000 Penalty: 5328.991211
	Iteration 238Q: 3 clusters Score -8730953 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -8730917.000000 Penalty: 5328.991211
	Iteration 239Q: 3 clusters Score -8730917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -8730905.000000 Penalty: 5328.991211
	Iteration 240F: 3 clusters Score -8730905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8730898.000000 Penalty: 5328.991211
	Iteration 241Q: 3 clusters Score -8730898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -8730911.000000 Penalty: 5328.991211
	Iteration 242Q: 3 clusters Score -8730911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -8730895.000000 Penalty: 5328.991211
	Iteration 243Q: 3 clusters Score -8730895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -8730891.000000 Penalty: 5328.991211
	Iteration 244Q: 3 clusters Score -8730891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -8730897.000000 Penalty: 5328.991211
	Iteration 245Q: 3 clusters Score -8730897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -8730883.000000 Penalty: 5328.991211
	Iteration 246Q: 3 clusters Score -8730883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -8730879.000000 Penalty: 5328.991211
	Iteration 247Q: 3 clusters Score -8730879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -8730860.000000 Penalty: 5328.991211
	Iteration 248Q: 3 clusters Score -8730860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -8730865.000000 Penalty: 5328.991211
	Iteration 249Q: 3 clusters Score -8730865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -8730865.000000 Penalty: 5328.991211
	Iteration 250Q: 3 clusters Score -8730865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -8730850.000000 Penalty: 5328.991211
	Iteration 251Q: 3 clusters Score -8730850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -8730851.000000 Penalty: 5328.991211
	Iteration 252Q: 3 clusters Score -8730851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -8730860.000000 Penalty: 5328.991211
	Iteration 253Q: 3 clusters Score -8730860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -8730862.000000 Penalty: 5328.991211
	Iteration 254Q: 3 clusters Score -8730862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -8730867.000000 Penalty: 5328.991211
	Iteration 255Q: 3 clusters Score -8730867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -8730857.000000 Penalty: 5328.991211
	Iteration 256Q: 3 clusters Score -8730857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -8730859.000000 Penalty: 5328.991211
	Iteration 257Q: 3 clusters Score -8730859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -8730853.000000 Penalty: 5328.991211
	Iteration 258Q: 3 clusters Score -8730853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -8730858.000000 Penalty: 5328.991211
	Iteration 259Q: 3 clusters Score -8730858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -8730857.000000 Penalty: 5328.991211
	Iteration 260F: 3 clusters Score -8730857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -8730854.000000 Penalty: 5328.991211
	Iteration 261Q: 3 clusters Score -8730854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -8730853.000000 Penalty: 5328.991211
	Iteration 262Q: 3 clusters Score -8730853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -8730853.000000 Penalty: 5328.991211
	Iteration 263F: 3 clusters Score -8730853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Entering Unmasked Estep 
Score: -8059539.500000 Penalty: 2649.144043
	Iteration 0F: 2 clusters Score -8059540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -8030802.000000 Penalty: 5298.288086
	Iteration 0F: 3 clusters Score -8030802 nChanged 20130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -8042059.500000 Penalty: 5298.288086
	Iteration 1F: 3 clusters Score -8042060 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -8042613.500000 Penalty: 5298.288086
	Iteration 2Q: 3 clusters Score -8042614 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -8043426.000000 Penalty: 5298.288086
	Iteration 3Q: 3 clusters Score -8043426 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -8044488.000000 Penalty: 5298.288086
	Iteration 4Q: 3 clusters Score -8044488 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -8045761.000000 Penalty: 5298.288086
	Iteration 5Q: 3 clusters Score -8045761 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -8047308.500000 Penalty: 5298.288086
	Iteration 6F: 3 clusters Score -8047308 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -8048997.000000 Penalty: 5298.288086
	Iteration 7F: 3 clusters Score -8048997 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -8050630.000000 Penalty: 5298.288086
	Iteration 8F: 3 clusters Score -8050630 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -8051966.500000 Penalty: 5298.288086
	Iteration 9F: 3 clusters Score -8051966 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -8052908.000000 Penalty: 5298.288086
	Iteration 10Q: 3 clusters Score -8052908 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -8053458.000000 Penalty: 5298.288086
	Iteration 11Q: 3 clusters Score -8053458 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -8053727.000000 Penalty: 5298.288086
	Iteration 12Q: 3 clusters Score -8053727 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -8053992.500000 Penalty: 5298.288086
	Iteration 13Q: 3 clusters Score -8053992 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -8054252.000000 Penalty: 5298.288086
	Iteration 14Q: 3 clusters Score -8054252 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -8054614.000000 Penalty: 5298.288086
	Iteration 15Q: 3 clusters Score -8054614 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -8054972.000000 Penalty: 5298.288086
	Iteration 16Q: 3 clusters Score -8054972 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -8055336.000000 Penalty: 5298.288086
	Iteration 17Q: 3 clusters Score -8055336 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -8055696.500000 Penalty: 5298.288086
	Iteration 18Q: 3 clusters Score -8055696 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -8056019.000000 Penalty: 5298.288086
	Iteration 19Q: 3 clusters Score -8056019 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -8056333.000000 Penalty: 5298.288086
	Iteration 20F: 3 clusters Score -8056333 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -8056617.000000 Penalty: 5298.288086
	Iteration 21Q: 3 clusters Score -8056617 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -8056893.500000 Penalty: 5298.288086
	Iteration 22Q: 3 clusters Score -8056894 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -8057153.500000 Penalty: 5298.288086
	Iteration 23Q: 3 clusters Score -8057154 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -8057340.000000 Penalty: 5298.288086
	Iteration 24Q: 3 clusters Score -8057340 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -8057553.000000 Penalty: 5298.288086
	Iteration 25Q: 3 clusters Score -8057553 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -8057679.500000 Penalty: 5298.288086
	Iteration 26Q: 3 clusters Score -8057680 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -8057802.000000 Penalty: 5298.288086
	Iteration 27Q: 3 clusters Score -8057802 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -8057902.000000 Penalty: 5298.288086
	Iteration 28Q: 3 clusters Score -8057902 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -8058033.500000 Penalty: 5298.288086
	Iteration 29Q: 3 clusters Score -8058034 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -8058161.500000 Penalty: 5298.288086
	Iteration 30Q: 3 clusters Score -8058162 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -8058238.500000 Penalty: 5298.288086
	Iteration 31Q: 3 clusters Score -8058238 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -8058343.500000 Penalty: 5298.288086
	Iteration 32Q: 3 clusters Score -8058344 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -8058413.500000 Penalty: 5298.288086
	Iteration 33Q: 3 clusters Score -8058414 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -8058446.000000 Penalty: 5298.288086
	Iteration 34Q: 3 clusters Score -8058446 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -8058493.000000 Penalty: 5298.288086
	Iteration 35Q: 3 clusters Score -8058493 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -8058533.500000 Penalty: 5298.288086
	Iteration 36Q: 3 clusters Score -8058534 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -8058569.500000 Penalty: 5298.288086
	Iteration 37Q: 3 clusters Score -8058570 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -8058602.500000 Penalty: 5298.288086
	Iteration 38Q: 3 clusters Score -8058602 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -8058624.000000 Penalty: 5298.288086
	Iteration 39Q: 3 clusters Score -8058624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -8058637.000000 Penalty: 5298.288086
	Iteration 40F: 3 clusters Score -8058637 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -8058665.500000 Penalty: 5298.288086
	Iteration 41Q: 3 clusters Score -8058666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -8058682.500000 Penalty: 5298.288086
	Iteration 42Q: 3 clusters Score -8058682 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -8058716.500000 Penalty: 5298.288086
	Iteration 43Q: 3 clusters Score -8058716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -8058715.500000 Penalty: 5298.288086
	Iteration 44Q: 3 clusters Score -8058716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -8058727.000000 Penalty: 5298.288086
	Iteration 45Q: 3 clusters Score -8058727 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -8058738.000000 Penalty: 5298.288086
	Iteration 46Q: 3 clusters Score -8058738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -8058749.000000 Penalty: 5298.288086
	Iteration 47Q: 3 clusters Score -8058749 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -8058763.500000 Penalty: 5298.288086
	Iteration 48Q: 3 clusters Score -8058764 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -8058773.500000 Penalty: 5298.288086
	Iteration 49Q: 3 clusters Score -8058774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -8058770.000000 Penalty: 5298.288086
	Iteration 50Q: 3 clusters Score -8058770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -8058775.000000 Penalty: 5298.288086
	Iteration 51Q: 3 clusters Score -8058775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -8058765.500000 Penalty: 5298.288086
	Iteration 52Q: 3 clusters Score -8058766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -8058771.000000 Penalty: 5298.288086
	Iteration 53Q: 3 clusters Score -8058771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -8058779.000000 Penalty: 5298.288086
	Iteration 54Q: 3 clusters Score -8058779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -8058787.500000 Penalty: 5298.288086
	Iteration 55Q: 3 clusters Score -8058788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -8058797.000000 Penalty: 5298.288086
	Iteration 56Q: 3 clusters Score -8058797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -8058782.500000 Penalty: 5298.288086
	Iteration 57Q: 3 clusters Score -8058782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8058769.000000 Penalty: 5298.288086
	Iteration 58Q: 3 clusters Score -8058769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -8058769.000000 Penalty: 5298.288086
	Iteration 59Q: 3 clusters Score -8058769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -8058763.500000 Penalty: 5298.288086
	Iteration 60F: 3 clusters Score -8058764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -8058772.000000 Penalty: 5298.288086
	Iteration 61Q: 3 clusters Score -8058772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -8058759.500000 Penalty: 5298.288086
	Iteration 62Q: 3 clusters Score -8058760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -8058761.000000 Penalty: 5298.288086
	Iteration 63Q: 3 clusters Score -8058761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -8058762.500000 Penalty: 5298.288086
	Iteration 64Q: 3 clusters Score -8058762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -8058764.500000 Penalty: 5298.288086
	Iteration 65Q: 3 clusters Score -8058764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -8058763.000000 Penalty: 5298.288086
	Iteration 66Q: 3 clusters Score -8058763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -8058762.000000 Penalty: 5298.288086
	Iteration 67Q: 3 clusters Score -8058762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -8058762.500000 Penalty: 5298.288086
	Iteration 68Q: 3 clusters Score -8058762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -8058771.000000 Penalty: 5298.288086
	Iteration 69Q: 3 clusters Score -8058771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -8058764.500000 Penalty: 5298.288086
	Iteration 70Q: 3 clusters Score -8058764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -8058770.500000 Penalty: 5298.288086
	Iteration 71Q: 3 clusters Score -8058770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -8058760.500000 Penalty: 5298.288086
	Iteration 72Q: 3 clusters Score -8058760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -8058759.500000 Penalty: 5298.288086
	Iteration 73Q: 3 clusters Score -8058760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -8058759.500000 Penalty: 5298.288086
	Iteration 74Q: 3 clusters Score -8058760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -8058757.000000 Penalty: 5298.288086
	Iteration 75Q: 3 clusters Score -8058757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -8058753.500000 Penalty: 5298.288086
	Iteration 76Q: 3 clusters Score -8058754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -8058758.500000 Penalty: 5298.288086
	Iteration 77Q: 3 clusters Score -8058758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -8058752.000000 Penalty: 5298.288086
	Iteration 78Q: 3 clusters Score -8058752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -8058754.500000 Penalty: 5298.288086
	Iteration 79Q: 3 clusters Score -8058754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -8058754.500000 Penalty: 5298.288086
	Iteration 80F: 3 clusters Score -8058754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Entering Unmasked Estep 
Score: -6665376.500000 Penalty: 2607.710938
	Iteration 0F: 2 clusters Score -6665376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -6640359.000000 Penalty: 5215.421875
	Iteration 0F: 3 clusters Score -6640359 nChanged 16701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -6649109.000000 Penalty: 5215.421875
	Iteration 1F: 3 clusters Score -6649109 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -6649538.500000 Penalty: 5215.421875
	Iteration 2Q: 3 clusters Score -6649538 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -6649942.000000 Penalty: 5215.421875
	Iteration 3Q: 3 clusters Score -6649942 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -6650278.500000 Penalty: 5215.421875
	Iteration 4Q: 3 clusters Score -6650278 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -6650652.000000 Penalty: 5215.421875
	Iteration 5Q: 3 clusters Score -6650652 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -6651050.500000 Penalty: 5215.421875
	Iteration 6Q: 3 clusters Score -6651050 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -6651581.500000 Penalty: 5215.421875
	Iteration 7Q: 3 clusters Score -6651582 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -6652400.000000 Penalty: 5215.421875
	Iteration 8Q: 3 clusters Score -6652400 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -6653574.500000 Penalty: 5215.421875
	Iteration 9F: 3 clusters Score -6653574 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -6655145.000000 Penalty: 5215.421875
	Iteration 10F: 3 clusters Score -6655145 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -6657256.500000 Penalty: 5215.421875
	Iteration 11F: 3 clusters Score -6657256 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -6659336.500000 Penalty: 5215.421875
	Iteration 12F: 3 clusters Score -6659336 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -6660961.000000 Penalty: 5215.421875
	Iteration 13Q: 3 clusters Score -6660961 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6661925.500000 Penalty: 5215.421875
	Iteration 14Q: 3 clusters Score -6661926 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6662512.500000 Penalty: 5215.421875
	Iteration 15Q: 3 clusters Score -6662512 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6662763.500000 Penalty: 5215.421875
	Iteration 16Q: 3 clusters Score -6662764 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6662913.000000 Penalty: 5215.421875
	Iteration 17Q: 3 clusters Score -6662913 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6663002.500000 Penalty: 5215.421875
	Iteration 18Q: 3 clusters Score -6663002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6663080.000000 Penalty: 5215.421875
	Iteration 19Q: 3 clusters Score -6663080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6663114.000000 Penalty: 5215.421875
	Iteration 20F: 3 clusters Score -6663114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6663134.500000 Penalty: 5215.421875
	Iteration 21Q: 3 clusters Score -6663134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6663156.500000 Penalty: 5215.421875
	Iteration 22Q: 3 clusters Score -6663156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6663164.500000 Penalty: 5215.421875
	Iteration 23Q: 3 clusters Score -6663164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6663181.500000 Penalty: 5215.421875
	Iteration 24Q: 3 clusters Score -6663182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6663178.500000 Penalty: 5215.421875
	Iteration 25Q: 3 clusters Score -6663178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6663192.500000 Penalty: 5215.421875
	Iteration 26Q: 3 clusters Score -6663192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6663194.000000 Penalty: 5215.421875
	Iteration 27Q: 3 clusters Score -6663194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6663194.000000 Penalty: 5215.421875
	Iteration 28F: 3 clusters Score -6663194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -48712.707031 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -48712.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47267.355469 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -47267.36 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47616.355469 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -47616.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47775.699219 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -47775.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47844.062500 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -47844.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47861.531250 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -47861.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47865.523438 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -47865.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47865.523438 Penalty: 3029.083252
	Iteration 6F: 3 clusters Score -47865.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Entering Unmasked Estep 
Score: -7929605.500000 Penalty: 2642.064941
	Iteration 0F: 2 clusters Score -7929606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -7901983.500000 Penalty: 5284.129883
	Iteration 0F: 3 clusters Score -7901984 nChanged 19447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -7912420.000000 Penalty: 5284.129883
	Iteration 1F: 3 clusters Score -7912420 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -7913015.000000 Penalty: 5284.129883
	Iteration 2Q: 3 clusters Score -7913015 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -7913685.500000 Penalty: 5284.129883
	Iteration 3Q: 3 clusters Score -7913686 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -7914727.000000 Penalty: 5284.129883
	Iteration 4F: 3 clusters Score -7914727 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -7916106.500000 Penalty: 5284.129883
	Iteration 5F: 3 clusters Score -7916106 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -7918133.000000 Penalty: 5284.129883
	Iteration 6F: 3 clusters Score -7918133 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -7920535.000000 Penalty: 5284.129883
	Iteration 7F: 3 clusters Score -7920535 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -7922923.500000 Penalty: 5284.129883
	Iteration 8F: 3 clusters Score -7922924 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -7924845.500000 Penalty: 5284.129883
	Iteration 9Q: 3 clusters Score -7924846 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -7926023.500000 Penalty: 5284.129883
	Iteration 10Q: 3 clusters Score -7926024 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -7926680.500000 Penalty: 5284.129883
	Iteration 11Q: 3 clusters Score -7926680 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -7927019.000000 Penalty: 5284.129883
	Iteration 12Q: 3 clusters Score -7927019 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -7927135.000000 Penalty: 5284.129883
	Iteration 13Q: 3 clusters Score -7927135 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -7927236.000000 Penalty: 5284.129883
	Iteration 14Q: 3 clusters Score -7927236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -7927302.500000 Penalty: 5284.129883
	Iteration 15Q: 3 clusters Score -7927302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -7927328.000000 Penalty: 5284.129883
	Iteration 16Q: 3 clusters Score -7927328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -7927346.000000 Penalty: 5284.129883
	Iteration 17Q: 3 clusters Score -7927346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -7927353.500000 Penalty: 5284.129883
	Iteration 18Q: 3 clusters Score -7927354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -7927357.500000 Penalty: 5284.129883
	Iteration 19Q: 3 clusters Score -7927358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -7927372.000000 Penalty: 5284.129883
	Iteration 20F: 3 clusters Score -7927372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -7927386.500000 Penalty: 5284.129883
	Iteration 21Q: 3 clusters Score -7927386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -7927389.000000 Penalty: 5284.129883
	Iteration 22Q: 3 clusters Score -7927389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -7927389.000000 Penalty: 5284.129883
	Iteration 23Q: 3 clusters Score -7927389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -7927386.000000 Penalty: 5284.129883
	Iteration 24Q: 3 clusters Score -7927386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -7927389.000000 Penalty: 5284.129883
	Iteration 25Q: 3 clusters Score -7927389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -7927386.000000 Penalty: 5284.129883
	Iteration 26Q: 3 clusters Score -7927386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -7927383.000000 Penalty: 5284.129883
	Iteration 27Q: 3 clusters Score -7927383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -7927390.000000 Penalty: 5284.129883
	Iteration 28Q: 3 clusters Score -7927390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -7927390.000000 Penalty: 5284.129883
	Iteration 29F: 3 clusters Score -7927390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Entering Unmasked Estep 
Score: -8217030.000000 Penalty: 2653.164307
	Iteration 0F: 2 clusters Score -8217030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -8187969.000000 Penalty: 5306.328613
	Iteration 0F: 3 clusters Score -8187969 nChanged 20544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -8199339.500000 Penalty: 5306.328613
	Iteration 1F: 3 clusters Score -8199340 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -8200083.000000 Penalty: 5306.328613
	Iteration 2Q: 3 clusters Score -8200083 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -8201095.000000 Penalty: 5306.328613
	Iteration 3F: 3 clusters Score -8201095 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -8202722.500000 Penalty: 5306.328613
	Iteration 4F: 3 clusters Score -8202722 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -8205109.500000 Penalty: 5306.328613
	Iteration 5F: 3 clusters Score -8205110 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -8208104.000000 Penalty: 5306.328613
	Iteration 6F: 3 clusters Score -8208104 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -8211076.500000 Penalty: 5306.328613
	Iteration 7F: 3 clusters Score -8211076 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -8213263.000000 Penalty: 5306.328613
	Iteration 8Q: 3 clusters Score -8213263 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8214434.500000 Penalty: 5306.328613
	Iteration 9Q: 3 clusters Score -8214434 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8214979.000000 Penalty: 5306.328613
	Iteration 10Q: 3 clusters Score -8214979 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8215228.000000 Penalty: 5306.328613
	Iteration 11Q: 3 clusters Score -8215228 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8215328.000000 Penalty: 5306.328613
	Iteration 12Q: 3 clusters Score -8215328 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8215344.000000 Penalty: 5306.328613
	Iteration 13Q: 3 clusters Score -8215344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8215352.000000 Penalty: 5306.328613
	Iteration 14Q: 3 clusters Score -8215352 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8215375.500000 Penalty: 5306.328613
	Iteration 15Q: 3 clusters Score -8215376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8215376.000000 Penalty: 5306.328613
	Iteration 16Q: 3 clusters Score -8215376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8215381.500000 Penalty: 5306.328613
	Iteration 17Q: 3 clusters Score -8215382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8215399.000000 Penalty: 5306.328613
	Iteration 18Q: 3 clusters Score -8215399 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8215380.000000 Penalty: 5306.328613
	Iteration 19Q: 3 clusters Score -8215380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8215400.500000 Penalty: 5306.328613
	Iteration 20F: 3 clusters Score -8215400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8215400.000000 Penalty: 5306.328613
	Iteration 21Q: 3 clusters Score -8215400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8215412.000000 Penalty: 5306.328613
	Iteration 22Q: 3 clusters Score -8215412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8215407.000000 Penalty: 5306.328613
	Iteration 23Q: 3 clusters Score -8215407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8215414.500000 Penalty: 5306.328613
	Iteration 24Q: 3 clusters Score -8215414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8215428.000000 Penalty: 5306.328613
	Iteration 25Q: 3 clusters Score -8215428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8215415.500000 Penalty: 5306.328613
	Iteration 26Q: 3 clusters Score -8215416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8215414.000000 Penalty: 5306.328613
	Iteration 27Q: 3 clusters Score -8215414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8215407.500000 Penalty: 5306.328613
	Iteration 28Q: 3 clusters Score -8215408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8215404.000000 Penalty: 5306.328613
	Iteration 29Q: 3 clusters Score -8215404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8215398.500000 Penalty: 5306.328613
	Iteration 30Q: 3 clusters Score -8215398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8215408.000000 Penalty: 5306.328613
	Iteration 31Q: 3 clusters Score -8215408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8215417.000000 Penalty: 5306.328613
	Iteration 32Q: 3 clusters Score -8215417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8215415.000000 Penalty: 5306.328613
	Iteration 33Q: 3 clusters Score -8215415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8215424.500000 Penalty: 5306.328613
	Iteration 34Q: 3 clusters Score -8215424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8215414.000000 Penalty: 5306.328613
	Iteration 35Q: 3 clusters Score -8215414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8215421.000000 Penalty: 5306.328613
	Iteration 36Q: 3 clusters Score -8215421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8215414.000000 Penalty: 5306.328613
	Iteration 37Q: 3 clusters Score -8215414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8215408.500000 Penalty: 5306.328613
	Iteration 38Q: 3 clusters Score -8215408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8215407.000000 Penalty: 5306.328613
	Iteration 39Q: 3 clusters Score -8215407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8215405.500000 Penalty: 5306.328613
	Iteration 40F: 3 clusters Score -8215406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8215405.000000 Penalty: 5306.328613
	Iteration 41Q: 3 clusters Score -8215405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8215423.000000 Penalty: 5306.328613
	Iteration 42Q: 3 clusters Score -8215423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8215429.000000 Penalty: 5306.328613
	Iteration 43Q: 3 clusters Score -8215429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8215432.500000 Penalty: 5306.328613
	Iteration 44Q: 3 clusters Score -8215432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8215432.000000 Penalty: 5306.328613
	Iteration 45Q: 3 clusters Score -8215432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8215443.500000 Penalty: 5306.328613
	Iteration 46Q: 3 clusters Score -8215444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8215453.500000 Penalty: 5306.328613
	Iteration 47Q: 3 clusters Score -8215454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8215462.000000 Penalty: 5306.328613
	Iteration 48Q: 3 clusters Score -8215462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8215463.500000 Penalty: 5306.328613
	Iteration 49Q: 3 clusters Score -8215464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8215466.000000 Penalty: 5306.328613
	Iteration 50Q: 3 clusters Score -8215466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8215463.500000 Penalty: 5306.328613
	Iteration 51Q: 3 clusters Score -8215464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8215473.500000 Penalty: 5306.328613
	Iteration 52Q: 3 clusters Score -8215474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8215477.500000 Penalty: 5306.328613
	Iteration 53Q: 3 clusters Score -8215478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8215476.500000 Penalty: 5306.328613
	Iteration 54Q: 3 clusters Score -8215476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8215471.500000 Penalty: 5306.328613
	Iteration 55Q: 3 clusters Score -8215472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8215468.000000 Penalty: 5306.328613
	Iteration 56Q: 3 clusters Score -8215468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8215473.500000 Penalty: 5306.328613
	Iteration 57Q: 3 clusters Score -8215474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8215472.000000 Penalty: 5306.328613
	Iteration 58Q: 3 clusters Score -8215472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8215467.500000 Penalty: 5306.328613
	Iteration 59Q: 3 clusters Score -8215468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8215467.500000 Penalty: 5306.328613
	Iteration 60F: 3 clusters Score -8215468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Entering Unmasked Estep 
Score: -1428431.750000 Penalty: 2219.507080
	Iteration 0F: 2 clusters Score -1428432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1422243.875000 Penalty: 4439.014160
	Iteration 0F: 3 clusters Score -1422244 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1423901.750000 Penalty: 4439.014160
	Iteration 1F: 3 clusters Score -1423902 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1424128.125000 Penalty: 4439.014160
	Iteration 2F: 3 clusters Score -1424128 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1424285.625000 Penalty: 4439.014160
	Iteration 3Q: 3 clusters Score -1424286 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1424397.875000 Penalty: 4439.014160
	Iteration 4Q: 3 clusters Score -1424398 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1424493.750000 Penalty: 4439.014160
	Iteration 5Q: 3 clusters Score -1424494 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1424560.375000 Penalty: 4439.014160
	Iteration 6Q: 3 clusters Score -1424560 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1424611.625000 Penalty: 4439.014160
	Iteration 7Q: 3 clusters Score -1424612 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1424659.000000 Penalty: 4439.014160
	Iteration 8Q: 3 clusters Score -1424659 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1424693.500000 Penalty: 4439.014160
	Iteration 9Q: 3 clusters Score -1424694 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1424725.625000 Penalty: 4439.014160
	Iteration 10Q: 3 clusters Score -1424726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1424743.125000 Penalty: 4439.014160
	Iteration 11Q: 3 clusters Score -1424743 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1424754.500000 Penalty: 4439.014160
	Iteration 12Q: 3 clusters Score -1424754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1424763.625000 Penalty: 4439.014160
	Iteration 13Q: 3 clusters Score -1424764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1424777.250000 Penalty: 4439.014160
	Iteration 14Q: 3 clusters Score -1424777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1424780.875000 Penalty: 4439.014160
	Iteration 15Q: 3 clusters Score -1424781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1424788.000000 Penalty: 4439.014160
	Iteration 16Q: 3 clusters Score -1424788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1424792.375000 Penalty: 4439.014160
	Iteration 17Q: 3 clusters Score -1424792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1424804.625000 Penalty: 4439.014160
	Iteration 18Q: 3 clusters Score -1424805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1424811.000000 Penalty: 4439.014160
	Iteration 19Q: 3 clusters Score -1424811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1424822.875000 Penalty: 4439.014160
	Iteration 20F: 3 clusters Score -1424823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1424830.875000 Penalty: 4439.014160
	Iteration 21Q: 3 clusters Score -1424831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1424844.625000 Penalty: 4439.014160
	Iteration 22Q: 3 clusters Score -1424845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1424859.250000 Penalty: 4439.014160
	Iteration 23Q: 3 clusters Score -1424859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1424861.625000 Penalty: 4439.014160
	Iteration 24Q: 3 clusters Score -1424862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1424867.875000 Penalty: 4439.014160
	Iteration 25Q: 3 clusters Score -1424868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1424875.375000 Penalty: 4439.014160
	Iteration 26Q: 3 clusters Score -1424875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1424879.500000 Penalty: 4439.014160
	Iteration 27Q: 3 clusters Score -1424880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1424883.000000 Penalty: 4439.014160
	Iteration 28Q: 3 clusters Score -1424883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1424885.250000 Penalty: 4439.014160
	Iteration 29Q: 3 clusters Score -1424885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1424891.375000 Penalty: 4439.014160
	Iteration 30Q: 3 clusters Score -1424891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1424900.875000 Penalty: 4439.014160
	Iteration 31Q: 3 clusters Score -1424901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1424909.000000 Penalty: 4439.014160
	Iteration 32Q: 3 clusters Score -1424909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1424920.375000 Penalty: 4439.014160
	Iteration 33Q: 3 clusters Score -1424920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1424926.750000 Penalty: 4439.014160
	Iteration 34Q: 3 clusters Score -1424927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1424940.250000 Penalty: 4439.014160
	Iteration 35Q: 3 clusters Score -1424940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1424950.875000 Penalty: 4439.014160
	Iteration 36Q: 3 clusters Score -1424951 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1424969.500000 Penalty: 4439.014160
	Iteration 37Q: 3 clusters Score -1424970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1424985.500000 Penalty: 4439.014160
	Iteration 38Q: 3 clusters Score -1424986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1425006.250000 Penalty: 4439.014160
	Iteration 39Q: 3 clusters Score -1425006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1425025.625000 Penalty: 4439.014160
	Iteration 40F: 3 clusters Score -1425026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1425052.625000 Penalty: 4439.014160
	Iteration 41Q: 3 clusters Score -1425053 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1425088.750000 Penalty: 4439.014160
	Iteration 42Q: 3 clusters Score -1425089 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1425118.250000 Penalty: 4439.014160
	Iteration 43Q: 3 clusters Score -1425118 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1425152.625000 Penalty: 4439.014160
	Iteration 44Q: 3 clusters Score -1425153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1425179.000000 Penalty: 4439.014160
	Iteration 45Q: 3 clusters Score -1425179 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1425200.750000 Penalty: 4439.014160
	Iteration 46Q: 3 clusters Score -1425201 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1425221.125000 Penalty: 4439.014160
	Iteration 47Q: 3 clusters Score -1425221 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1425247.500000 Penalty: 4439.014160
	Iteration 48Q: 3 clusters Score -1425248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1425270.875000 Penalty: 4439.014160
	Iteration 49Q: 3 clusters Score -1425271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1425305.750000 Penalty: 4439.014160
	Iteration 50Q: 3 clusters Score -1425306 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1425347.500000 Penalty: 4439.014160
	Iteration 51Q: 3 clusters Score -1425348 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1425395.375000 Penalty: 4439.014160
	Iteration 52Q: 3 clusters Score -1425395 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1425462.875000 Penalty: 4439.014160
	Iteration 53Q: 3 clusters Score -1425463 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1425528.375000 Penalty: 4439.014160
	Iteration 54Q: 3 clusters Score -1425528 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1425595.625000 Penalty: 4439.014160
	Iteration 55Q: 3 clusters Score -1425596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1425647.875000 Penalty: 4439.014160
	Iteration 56Q: 3 clusters Score -1425648 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1425709.250000 Penalty: 4439.014160
	Iteration 57Q: 3 clusters Score -1425709 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1425767.625000 Penalty: 4439.014160
	Iteration 58Q: 3 clusters Score -1425768 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1425822.125000 Penalty: 4439.014160
	Iteration 59Q: 3 clusters Score -1425822 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1425878.750000 Penalty: 4439.014160
	Iteration 60F: 3 clusters Score -1425879 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1425924.625000 Penalty: 4439.014160
	Iteration 61Q: 3 clusters Score -1425925 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1425975.000000 Penalty: 4439.014160
	Iteration 62Q: 3 clusters Score -1425975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1426014.500000 Penalty: 4439.014160
	Iteration 63Q: 3 clusters Score -1426014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1426049.875000 Penalty: 4439.014160
	Iteration 64Q: 3 clusters Score -1426050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1426080.750000 Penalty: 4439.014160
	Iteration 65Q: 3 clusters Score -1426081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1426109.750000 Penalty: 4439.014160
	Iteration 66Q: 3 clusters Score -1426110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1426127.625000 Penalty: 4439.014160
	Iteration 67Q: 3 clusters Score -1426128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1426157.000000 Penalty: 4439.014160
	Iteration 68Q: 3 clusters Score -1426157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1426179.875000 Penalty: 4439.014160
	Iteration 69Q: 3 clusters Score -1426180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1426199.250000 Penalty: 4439.014160
	Iteration 70Q: 3 clusters Score -1426199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1426217.000000 Penalty: 4439.014160
	Iteration 71Q: 3 clusters Score -1426217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1426240.875000 Penalty: 4439.014160
	Iteration 72Q: 3 clusters Score -1426241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1426266.125000 Penalty: 4439.014160
	Iteration 73Q: 3 clusters Score -1426266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1426289.000000 Penalty: 4439.014160
	Iteration 74Q: 3 clusters Score -1426289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1426317.500000 Penalty: 4439.014160
	Iteration 75Q: 3 clusters Score -1426318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1426347.625000 Penalty: 4439.014160
	Iteration 76Q: 3 clusters Score -1426348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1426379.125000 Penalty: 4439.014160
	Iteration 77Q: 3 clusters Score -1426379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1426405.000000 Penalty: 4439.014160
	Iteration 78Q: 3 clusters Score -1426405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1426427.625000 Penalty: 4439.014160
	Iteration 79Q: 3 clusters Score -1426428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1426443.875000 Penalty: 4439.014160
	Iteration 80F: 3 clusters Score -1426444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1426450.250000 Penalty: 4439.014160
	Iteration 81Q: 3 clusters Score -1426450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1426456.750000 Penalty: 4439.014160
	Iteration 82Q: 3 clusters Score -1426457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1426459.750000 Penalty: 4439.014160
	Iteration 83Q: 3 clusters Score -1426460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1426463.500000 Penalty: 4439.014160
	Iteration 84Q: 3 clusters Score -1426464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1426465.250000 Penalty: 4439.014160
	Iteration 85Q: 3 clusters Score -1426465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1426470.125000 Penalty: 4439.014160
	Iteration 86Q: 3 clusters Score -1426470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1426469.875000 Penalty: 4439.014160
	Iteration 87Q: 3 clusters Score -1426470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1426470.875000 Penalty: 4439.014160
	Iteration 88Q: 3 clusters Score -1426471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1426470.875000 Penalty: 4439.014160
	Iteration 89F: 3 clusters Score -1426471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -96455.562500 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -96455.56 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 283 members 
Entering Unmasked Estep 
Score: -94849.109375 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -94849.11 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -95051.359375 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -95051.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -95092.867188 Penalty: 3126.099121
	Iteration 2Q: 3 clusters Score -95092.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -95107.945312 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -95107.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -95111.570312 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -95111.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -95114.500000 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -95114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -95121.265625 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -95121.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -95123.531250 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -95123.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -95126.289062 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -95126.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -95133.015625 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -95133.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -95133.015625 Penalty: 3126.099121
	Iteration 10F: 3 clusters Score -95133.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -510309.750000 Penalty: 1972.335693
	Iteration 0F: 2 clusters Score -510309.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -507106.312500 Penalty: 3944.671387
	Iteration 0F: 3 clusters Score -507106.3 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -507736.000000 Penalty: 3944.671387
	Iteration 1F: 3 clusters Score -507736 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -507894.187500 Penalty: 3944.671387
	Iteration 2F: 3 clusters Score -507894.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -507980.312500 Penalty: 3944.671387
	Iteration 3Q: 3 clusters Score -507980.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -508028.500000 Penalty: 3944.671387
	Iteration 4Q: 3 clusters Score -508028.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -508059.312500 Penalty: 3944.671387
	Iteration 5Q: 3 clusters Score -508059.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -508076.593750 Penalty: 3944.671387
	Iteration 6Q: 3 clusters Score -508076.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -508089.250000 Penalty: 3944.671387
	Iteration 7Q: 3 clusters Score -508089.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -508097.250000 Penalty: 3944.671387
	Iteration 8Q: 3 clusters Score -508097.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -508105.250000 Penalty: 3944.671387
	Iteration 9Q: 3 clusters Score -508105.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -508114.500000 Penalty: 3944.671387
	Iteration 10Q: 3 clusters Score -508114.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -508121.718750 Penalty: 3944.671387
	Iteration 11Q: 3 clusters Score -508121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -508124.031250 Penalty: 3944.671387
	Iteration 12Q: 3 clusters Score -508124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -508124.968750 Penalty: 3944.671387
	Iteration 13Q: 3 clusters Score -508125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -508126.218750 Penalty: 3944.671387
	Iteration 14Q: 3 clusters Score -508126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -508127.968750 Penalty: 3944.671387
	Iteration 15Q: 3 clusters Score -508128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -508128.812500 Penalty: 3944.671387
	Iteration 16Q: 3 clusters Score -508128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -508128.812500 Penalty: 3944.671387
	Iteration 17F: 3 clusters Score -508128.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -183804.625000 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -183804.6 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 567 members 
Entering Unmasked Estep 
Score: -181822.890625 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -181822.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -182235.203125 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -182235.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -182382.796875 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -182382.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -182471.140625 Penalty: 3481.127197
	Iteration 3Q: 3 clusters Score -182471.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -182525.640625 Penalty: 3481.127197
	Iteration 4Q: 3 clusters Score -182525.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -182588.843750 Penalty: 3481.127197
	Iteration 5Q: 3 clusters Score -182588.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -182632.500000 Penalty: 3481.127197
	Iteration 6Q: 3 clusters Score -182632.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -182666.421875 Penalty: 3481.127197
	Iteration 7Q: 3 clusters Score -182666.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -182693.453125 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -182693.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -182709.421875 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -182709.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -182721.031250 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -182721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -182722.515625 Penalty: 3481.127197
	Iteration 11Q: 3 clusters Score -182722.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -182722.515625 Penalty: 3481.127197
	Iteration 12F: 3 clusters Score -182722.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -95123.015625 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -95123.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93574.914062 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -93574.91 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93886.726562 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -93886.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93970.359375 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -93970.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94028.656250 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -94028.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -94074.773438 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -94074.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94086.734375 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -94086.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94086.734375 Penalty: 3156.062012
	Iteration 6F: 3 clusters Score -94086.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -306452.437500 Penalty: 1853.602783
	Iteration 0F: 2 clusters Score -306452.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -303915.625000 Penalty: 3707.205566
	Iteration 0F: 3 clusters Score -303915.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -304365.343750 Penalty: 3707.205566
	Iteration 1F: 3 clusters Score -304365.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -304500.218750 Penalty: 3707.205566
	Iteration 2F: 3 clusters Score -304500.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -304565.000000 Penalty: 3707.205566
	Iteration 3Q: 3 clusters Score -304565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -304602.468750 Penalty: 3707.205566
	Iteration 4Q: 3 clusters Score -304602.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -304638.937500 Penalty: 3707.205566
	Iteration 5Q: 3 clusters Score -304638.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -304662.406250 Penalty: 3707.205566
	Iteration 6Q: 3 clusters Score -304662.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -304676.562500 Penalty: 3707.205566
	Iteration 7Q: 3 clusters Score -304676.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -304685.125000 Penalty: 3707.205566
	Iteration 8Q: 3 clusters Score -304685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -304694.718750 Penalty: 3707.205566
	Iteration 9Q: 3 clusters Score -304694.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -304700.625000 Penalty: 3707.205566
	Iteration 10Q: 3 clusters Score -304700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -304705.781250 Penalty: 3707.205566
	Iteration 11Q: 3 clusters Score -304705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -304712.500000 Penalty: 3707.205566
	Iteration 12Q: 3 clusters Score -304712.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -304720.062500 Penalty: 3707.205566
	Iteration 13Q: 3 clusters Score -304720.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -304725.125000 Penalty: 3707.205566
	Iteration 14Q: 3 clusters Score -304725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -304727.218750 Penalty: 3707.205566
	Iteration 15Q: 3 clusters Score -304727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -304728.843750 Penalty: 3707.205566
	Iteration 16Q: 3 clusters Score -304728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -304731.000000 Penalty: 3707.205566
	Iteration 17Q: 3 clusters Score -304731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -304732.218750 Penalty: 3707.205566
	Iteration 18Q: 3 clusters Score -304732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -304732.656250 Penalty: 3707.205566
	Iteration 19Q: 3 clusters Score -304732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -304732.656250 Penalty: 3707.205566
	Iteration 20F: 3 clusters Score -304732.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -749520.562500 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -749520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -745667.875000 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -745667.9 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -746505.687500 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -746505.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -746688.500000 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -746688.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -746766.375000 Penalty: 4116.198730
	Iteration 3Q: 3 clusters Score -746766.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -746817.812500 Penalty: 4116.198730
	Iteration 4Q: 3 clusters Score -746817.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -746850.375000 Penalty: 4116.198730
	Iteration 5Q: 3 clusters Score -746850.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -746881.562500 Penalty: 4116.198730
	Iteration 6Q: 3 clusters Score -746881.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -746902.125000 Penalty: 4116.198730
	Iteration 7Q: 3 clusters Score -746902.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -746916.000000 Penalty: 4116.198730
	Iteration 8Q: 3 clusters Score -746916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -746926.500000 Penalty: 4116.198730
	Iteration 9Q: 3 clusters Score -746926.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -746934.312500 Penalty: 4116.198730
	Iteration 10Q: 3 clusters Score -746934.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -746938.187500 Penalty: 4116.198730
	Iteration 11Q: 3 clusters Score -746938.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -746945.812500 Penalty: 4116.198730
	Iteration 12Q: 3 clusters Score -746945.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -746951.500000 Penalty: 4116.198730
	Iteration 13Q: 3 clusters Score -746951.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -746955.500000 Penalty: 4116.198730
	Iteration 14Q: 3 clusters Score -746955.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -746957.312500 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -746957.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -746960.750000 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -746960.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -746961.250000 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -746961.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -746962.937500 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -746962.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -746965.937500 Penalty: 4116.198730
	Iteration 19Q: 3 clusters Score -746965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -746967.062500 Penalty: 4116.198730
	Iteration 20F: 3 clusters Score -746967.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -746968.812500 Penalty: 4116.198730
	Iteration 21Q: 3 clusters Score -746968.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -746969.812500 Penalty: 4116.198730
	Iteration 22Q: 3 clusters Score -746969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -746974.312500 Penalty: 4116.198730
	Iteration 23Q: 3 clusters Score -746974.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -746974.250000 Penalty: 4116.198730
	Iteration 24Q: 3 clusters Score -746974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -746975.125000 Penalty: 4116.198730
	Iteration 25Q: 3 clusters Score -746975.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -746975.562500 Penalty: 4116.198730
	Iteration 26Q: 3 clusters Score -746975.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -746979.625000 Penalty: 4116.198730
	Iteration 27Q: 3 clusters Score -746979.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -746979.750000 Penalty: 4116.198730
	Iteration 28Q: 3 clusters Score -746979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -746979.937500 Penalty: 4116.198730
	Iteration 29Q: 3 clusters Score -746979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -746980.375000 Penalty: 4116.198730
	Iteration 30Q: 3 clusters Score -746980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -746983.250000 Penalty: 4116.198730
	Iteration 31Q: 3 clusters Score -746983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -746983.937500 Penalty: 4116.198730
	Iteration 32Q: 3 clusters Score -746983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -746984.500000 Penalty: 4116.198730
	Iteration 33Q: 3 clusters Score -746984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -746984.500000 Penalty: 4116.198730
	Iteration 34Q: 3 clusters Score -746984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -746986.250000 Penalty: 4116.198730
	Iteration 35Q: 3 clusters Score -746986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -746988.562500 Penalty: 4116.198730
	Iteration 36Q: 3 clusters Score -746988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -746989.562500 Penalty: 4116.198730
	Iteration 37Q: 3 clusters Score -746989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -746991.062500 Penalty: 4116.198730
	Iteration 38Q: 3 clusters Score -746991.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -746993.437500 Penalty: 4116.198730
	Iteration 39Q: 3 clusters Score -746993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -746993.062500 Penalty: 4116.198730
	Iteration 40F: 3 clusters Score -746993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -746993.812500 Penalty: 4116.198730
	Iteration 41Q: 3 clusters Score -746993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -746994.687500 Penalty: 4116.198730
	Iteration 42Q: 3 clusters Score -746994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -746996.812500 Penalty: 4116.198730
	Iteration 43Q: 3 clusters Score -746996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -746996.562500 Penalty: 4116.198730
	Iteration 44Q: 3 clusters Score -746996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -746996.562500 Penalty: 4116.198730
	Iteration 45F: 3 clusters Score -746996.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -108507.460938 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -108507.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -106919.765625 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -106919.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -107130.140625 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -107130.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -107178.359375 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -107178.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -107205.484375 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -107205.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -107219.343750 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -107219.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -107223.882812 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -107223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -107225.679688 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -107225.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -107225.679688 Penalty: 3184.317383
	Iteration 7F: 3 clusters Score -107225.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Entering Unmasked Estep 
Score: -7680814.500000 Penalty: 2636.173340
	Iteration 0F: 2 clusters Score -7680814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -7653271.500000 Penalty: 5272.346680
	Iteration 0F: 3 clusters Score -7653272 nChanged 19054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -7663943.000000 Penalty: 5272.346680
	Iteration 1F: 3 clusters Score -7663943 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -7664502.000000 Penalty: 5272.346680
	Iteration 2Q: 3 clusters Score -7664502 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -7665010.500000 Penalty: 5272.346680
	Iteration 3Q: 3 clusters Score -7665010 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -7665513.000000 Penalty: 5272.346680
	Iteration 4Q: 3 clusters Score -7665513 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -7666035.500000 Penalty: 5272.346680
	Iteration 5Q: 3 clusters Score -7666036 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -7666567.500000 Penalty: 5272.346680
	Iteration 6Q: 3 clusters Score -7666568 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -7667044.000000 Penalty: 5272.346680
	Iteration 7Q: 3 clusters Score -7667044 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -7667667.500000 Penalty: 5272.346680
	Iteration 8Q: 3 clusters Score -7667668 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -7668390.000000 Penalty: 5272.346680
	Iteration 9Q: 3 clusters Score -7668390 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -7669252.000000 Penalty: 5272.346680
	Iteration 10Q: 3 clusters Score -7669252 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -7670472.500000 Penalty: 5272.346680
	Iteration 11Q: 3 clusters Score -7670472 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -7671913.000000 Penalty: 5272.346680
	Iteration 12F: 3 clusters Score -7671913 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -7673182.000000 Penalty: 5272.346680
	Iteration 13F: 3 clusters Score -7673182 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -7674045.500000 Penalty: 5272.346680
	Iteration 14Q: 3 clusters Score -7674046 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -7674535.500000 Penalty: 5272.346680
	Iteration 15Q: 3 clusters Score -7674536 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -7674992.000000 Penalty: 5272.346680
	Iteration 16Q: 3 clusters Score -7674992 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -7675379.500000 Penalty: 5272.346680
	Iteration 17Q: 3 clusters Score -7675380 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -7675795.000000 Penalty: 5272.346680
	Iteration 18Q: 3 clusters Score -7675795 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -7676225.500000 Penalty: 5272.346680
	Iteration 19Q: 3 clusters Score -7676226 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -7676666.500000 Penalty: 5272.346680
	Iteration 20F: 3 clusters Score -7676666 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -7677095.000000 Penalty: 5272.346680
	Iteration 21Q: 3 clusters Score -7677095 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -7677533.500000 Penalty: 5272.346680
	Iteration 22Q: 3 clusters Score -7677534 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -7677893.000000 Penalty: 5272.346680
	Iteration 23Q: 3 clusters Score -7677893 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -7678199.000000 Penalty: 5272.346680
	Iteration 24Q: 3 clusters Score -7678199 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -7678403.000000 Penalty: 5272.346680
	Iteration 25Q: 3 clusters Score -7678403 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -7678582.500000 Penalty: 5272.346680
	Iteration 26Q: 3 clusters Score -7678582 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -7678717.500000 Penalty: 5272.346680
	Iteration 27Q: 3 clusters Score -7678718 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -7678829.500000 Penalty: 5272.346680
	Iteration 28Q: 3 clusters Score -7678830 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -7678933.500000 Penalty: 5272.346680
	Iteration 29Q: 3 clusters Score -7678934 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -7679008.000000 Penalty: 5272.346680
	Iteration 30Q: 3 clusters Score -7679008 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -7679086.000000 Penalty: 5272.346680
	Iteration 31Q: 3 clusters Score -7679086 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -7679146.500000 Penalty: 5272.346680
	Iteration 32Q: 3 clusters Score -7679146 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -7679205.000000 Penalty: 5272.346680
	Iteration 33Q: 3 clusters Score -7679205 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -7679236.500000 Penalty: 5272.346680
	Iteration 34Q: 3 clusters Score -7679236 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -7679285.500000 Penalty: 5272.346680
	Iteration 35Q: 3 clusters Score -7679286 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -7679323.000000 Penalty: 5272.346680
	Iteration 36Q: 3 clusters Score -7679323 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -7679345.000000 Penalty: 5272.346680
	Iteration 37Q: 3 clusters Score -7679345 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -7679358.500000 Penalty: 5272.346680
	Iteration 38Q: 3 clusters Score -7679358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -7679378.500000 Penalty: 5272.346680
	Iteration 39Q: 3 clusters Score -7679378 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7679401.000000 Penalty: 5272.346680
	Iteration 40F: 3 clusters Score -7679401 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -7679409.000000 Penalty: 5272.346680
	Iteration 41Q: 3 clusters Score -7679409 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -7679428.000000 Penalty: 5272.346680
	Iteration 42Q: 3 clusters Score -7679428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -7679437.500000 Penalty: 5272.346680
	Iteration 43Q: 3 clusters Score -7679438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -7679443.000000 Penalty: 5272.346680
	Iteration 44Q: 3 clusters Score -7679443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -7679435.500000 Penalty: 5272.346680
	Iteration 45Q: 3 clusters Score -7679436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -7679427.000000 Penalty: 5272.346680
	Iteration 46Q: 3 clusters Score -7679427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -7679436.000000 Penalty: 5272.346680
	Iteration 47Q: 3 clusters Score -7679436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -7679437.000000 Penalty: 5272.346680
	Iteration 48Q: 3 clusters Score -7679437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -7679431.000000 Penalty: 5272.346680
	Iteration 49Q: 3 clusters Score -7679431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -7679438.500000 Penalty: 5272.346680
	Iteration 50Q: 3 clusters Score -7679438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -7679431.500000 Penalty: 5272.346680
	Iteration 51Q: 3 clusters Score -7679432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -7679438.500000 Penalty: 5272.346680
	Iteration 52Q: 3 clusters Score -7679438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7679435.000000 Penalty: 5272.346680
	Iteration 53Q: 3 clusters Score -7679435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -7679432.500000 Penalty: 5272.346680
	Iteration 54Q: 3 clusters Score -7679432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -7679446.000000 Penalty: 5272.346680
	Iteration 55Q: 3 clusters Score -7679446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -7679447.000000 Penalty: 5272.346680
	Iteration 56Q: 3 clusters Score -7679447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -7679446.500000 Penalty: 5272.346680
	Iteration 57Q: 3 clusters Score -7679446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -7679453.000000 Penalty: 5272.346680
	Iteration 58Q: 3 clusters Score -7679453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -7679451.500000 Penalty: 5272.346680
	Iteration 59Q: 3 clusters Score -7679452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -7679452.500000 Penalty: 5272.346680
	Iteration 60F: 3 clusters Score -7679452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -7679457.000000 Penalty: 5272.346680
	Iteration 61Q: 3 clusters Score -7679457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -7679459.500000 Penalty: 5272.346680
	Iteration 62Q: 3 clusters Score -7679460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -7679460.000000 Penalty: 5272.346680
	Iteration 63Q: 3 clusters Score -7679460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -7679463.500000 Penalty: 5272.346680
	Iteration 64Q: 3 clusters Score -7679464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -7679456.000000 Penalty: 5272.346680
	Iteration 65Q: 3 clusters Score -7679456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -7679439.000000 Penalty: 5272.346680
	Iteration 66Q: 3 clusters Score -7679439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -7679455.000000 Penalty: 5272.346680
	Iteration 67Q: 3 clusters Score -7679455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -7679455.000000 Penalty: 5272.346680
	Iteration 68Q: 3 clusters Score -7679455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -7679457.500000 Penalty: 5272.346680
	Iteration 69Q: 3 clusters Score -7679458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -7679459.000000 Penalty: 5272.346680
	Iteration 70Q: 3 clusters Score -7679459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -7679458.000000 Penalty: 5272.346680
	Iteration 71Q: 3 clusters Score -7679458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -7679470.000000 Penalty: 5272.346680
	Iteration 72Q: 3 clusters Score -7679470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -7679476.000000 Penalty: 5272.346680
	Iteration 73Q: 3 clusters Score -7679476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -7679471.000000 Penalty: 5272.346680
	Iteration 74Q: 3 clusters Score -7679471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -7679468.500000 Penalty: 5272.346680
	Iteration 75Q: 3 clusters Score -7679468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -7679475.500000 Penalty: 5272.346680
	Iteration 76Q: 3 clusters Score -7679476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -7679479.500000 Penalty: 5272.346680
	Iteration 77Q: 3 clusters Score -7679480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -7679487.000000 Penalty: 5272.346680
	Iteration 78Q: 3 clusters Score -7679487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -7679487.500000 Penalty: 5272.346680
	Iteration 79Q: 3 clusters Score -7679488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -7679487.500000 Penalty: 5272.346680
	Iteration 80F: 3 clusters Score -7679488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -40172.503906 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -40172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38985.804688 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -38985.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39107.460938 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -39107.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39134.035156 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -39134.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39137.949219 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -39137.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39137.949219 Penalty: 2714.246094
	Iteration 4F: 3 clusters Score -39137.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Entering Unmasked Estep 
Score: -8011721.500000 Penalty: 2646.534668
	Iteration 0F: 2 clusters Score -8011722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -7983329.000000 Penalty: 5293.069336
	Iteration 0F: 3 clusters Score -7983329 nChanged 19888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -7994133.500000 Penalty: 5293.069336
	Iteration 1F: 3 clusters Score -7994134 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -7994659.500000 Penalty: 5293.069336
	Iteration 2Q: 3 clusters Score -7994660 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -7995226.000000 Penalty: 5293.069336
	Iteration 3Q: 3 clusters Score -7995226 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -7995957.500000 Penalty: 5293.069336
	Iteration 4Q: 3 clusters Score -7995958 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -7997100.500000 Penalty: 5293.069336
	Iteration 5Q: 3 clusters Score -7997100 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -7998569.000000 Penalty: 5293.069336
	Iteration 6F: 3 clusters Score -7998569 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -8000423.000000 Penalty: 5293.069336
	Iteration 7F: 3 clusters Score -8000423 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -8002801.500000 Penalty: 5293.069336
	Iteration 8F: 3 clusters Score -8002802 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -8005606.000000 Penalty: 5293.069336
	Iteration 9F: 3 clusters Score -8005606 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -8007354.000000 Penalty: 5293.069336
	Iteration 10F: 3 clusters Score -8007354 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -8008043.500000 Penalty: 5293.069336
	Iteration 11Q: 3 clusters Score -8008044 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -8008377.500000 Penalty: 5293.069336
	Iteration 12Q: 3 clusters Score -8008378 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -8008597.500000 Penalty: 5293.069336
	Iteration 13Q: 3 clusters Score -8008598 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -8008749.500000 Penalty: 5293.069336
	Iteration 14Q: 3 clusters Score -8008750 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -8008856.000000 Penalty: 5293.069336
	Iteration 15Q: 3 clusters Score -8008856 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -8008939.000000 Penalty: 5293.069336
	Iteration 16Q: 3 clusters Score -8008939 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -8008970.500000 Penalty: 5293.069336
	Iteration 17Q: 3 clusters Score -8008970 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -8008983.500000 Penalty: 5293.069336
	Iteration 18Q: 3 clusters Score -8008984 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -8009000.000000 Penalty: 5293.069336
	Iteration 19Q: 3 clusters Score -8009000 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -8008999.500000 Penalty: 5293.069336
	Iteration 20F: 3 clusters Score -8009000 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -8009013.500000 Penalty: 5293.069336
	Iteration 21Q: 3 clusters Score -8009014 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -8009012.000000 Penalty: 5293.069336
	Iteration 22Q: 3 clusters Score -8009012 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -8009006.000000 Penalty: 5293.069336
	Iteration 23Q: 3 clusters Score -8009006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -8008999.500000 Penalty: 5293.069336
	Iteration 24Q: 3 clusters Score -8009000 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -8009013.500000 Penalty: 5293.069336
	Iteration 25Q: 3 clusters Score -8009014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -8009008.500000 Penalty: 5293.069336
	Iteration 26Q: 3 clusters Score -8009008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -8009025.000000 Penalty: 5293.069336
	Iteration 27Q: 3 clusters Score -8009025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -8009026.500000 Penalty: 5293.069336
	Iteration 28Q: 3 clusters Score -8009026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -8009017.500000 Penalty: 5293.069336
	Iteration 29Q: 3 clusters Score -8009018 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -8009034.500000 Penalty: 5293.069336
	Iteration 30Q: 3 clusters Score -8009034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -8009042.500000 Penalty: 5293.069336
	Iteration 31Q: 3 clusters Score -8009042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -8009046.000000 Penalty: 5293.069336
	Iteration 32Q: 3 clusters Score -8009046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -8009037.500000 Penalty: 5293.069336
	Iteration 33Q: 3 clusters Score -8009038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -8009033.000000 Penalty: 5293.069336
	Iteration 34Q: 3 clusters Score -8009033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -8009023.500000 Penalty: 5293.069336
	Iteration 35Q: 3 clusters Score -8009024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -8009018.500000 Penalty: 5293.069336
	Iteration 36Q: 3 clusters Score -8009018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -8009021.000000 Penalty: 5293.069336
	Iteration 37Q: 3 clusters Score -8009021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -8009020.000000 Penalty: 5293.069336
	Iteration 38Q: 3 clusters Score -8009020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -8009021.500000 Penalty: 5293.069336
	Iteration 39Q: 3 clusters Score -8009022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -8009013.500000 Penalty: 5293.069336
	Iteration 40F: 3 clusters Score -8009014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -8009015.500000 Penalty: 5293.069336
	Iteration 41Q: 3 clusters Score -8009016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -8009005.000000 Penalty: 5293.069336
	Iteration 42Q: 3 clusters Score -8009005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -8009008.000000 Penalty: 5293.069336
	Iteration 43Q: 3 clusters Score -8009008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -8009009.000000 Penalty: 5293.069336
	Iteration 44Q: 3 clusters Score -8009009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -8009014.500000 Penalty: 5293.069336
	Iteration 45Q: 3 clusters Score -8009014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -8009001.000000 Penalty: 5293.069336
	Iteration 46Q: 3 clusters Score -8009001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -8009005.500000 Penalty: 5293.069336
	Iteration 47Q: 3 clusters Score -8009006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -8008997.000000 Penalty: 5293.069336
	Iteration 48Q: 3 clusters Score -8008997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -8008996.500000 Penalty: 5293.069336
	Iteration 49Q: 3 clusters Score -8008996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -8008986.000000 Penalty: 5293.069336
	Iteration 50Q: 3 clusters Score -8008986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -8008992.500000 Penalty: 5293.069336
	Iteration 51Q: 3 clusters Score -8008992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -8008993.000000 Penalty: 5293.069336
	Iteration 52Q: 3 clusters Score -8008993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -8008994.000000 Penalty: 5293.069336
	Iteration 53Q: 3 clusters Score -8008994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -8009000.000000 Penalty: 5293.069336
	Iteration 54Q: 3 clusters Score -8009000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -8009002.500000 Penalty: 5293.069336
	Iteration 55Q: 3 clusters Score -8009002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -8008997.500000 Penalty: 5293.069336
	Iteration 56Q: 3 clusters Score -8008998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -8008992.500000 Penalty: 5293.069336
	Iteration 57Q: 3 clusters Score -8008992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -8008991.500000 Penalty: 5293.069336
	Iteration 58Q: 3 clusters Score -8008992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -8008981.000000 Penalty: 5293.069336
	Iteration 59Q: 3 clusters Score -8008981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -8008981.500000 Penalty: 5293.069336
	Iteration 60F: 3 clusters Score -8008982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -8008986.000000 Penalty: 5293.069336
	Iteration 61Q: 3 clusters Score -8008986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -8008987.000000 Penalty: 5293.069336
	Iteration 62Q: 3 clusters Score -8008987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -8008990.500000 Penalty: 5293.069336
	Iteration 63Q: 3 clusters Score -8008990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -8008990.500000 Penalty: 5293.069336
	Iteration 64F: 3 clusters Score -8008990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -103548.531250 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -103548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101863.851562 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -101863.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -102353.789062 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -102353.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -102529.679688 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -102529.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -102632.906250 Penalty: 3311.208252
	Iteration 3F: 3 clusters Score -102632.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -102741.656250 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -102741.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -102876.734375 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -102876.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103042.617188 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -103042.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -103220.289062 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -103220.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103371.382812 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -103371.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103459.648438 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -103459.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103527.664062 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -103527.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -103588.671875 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -103588.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103623.578125 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -103623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103641.195312 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -103641.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103647.460938 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -103647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103648.953125 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -103649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103653.851562 Penalty: 3311.208252
	Iteration 16F: 3 clusters Score -103653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -103663.992188 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -103664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103665.445312 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -103665.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103666.414062 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -103666.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103666.414062 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -103666.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46348 members 
Mstep: Class 3 contains 43566 members 
Mstep: Class 4 contains 36863 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42340 members 
Mstep: Class 7 contains 44278 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 4019 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 41346 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43110 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 42126 members 
Mstep: Class 21 contains 41838 members 
Mstep: Class 22 contains 44367 members 
Mstep: Class 23 contains 45320 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47175 members 
Mstep: Class 26 contains 44364 members 
Mstep: Class 27 contains 422 members 
Entering Unmasked Estep 
Score: -106677904.000000 Penalty: 88917.406250
Splitting cluster 19 changes total score from -106679584.000000 to -106677904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (42126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Entering Unmasked Estep 
Score: -7746607.500000 Penalty: 2640.808350
	Iteration 0F: 2 clusters Score -7746608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -7718216.000000 Penalty: 5281.616699
	Iteration 0F: 3 clusters Score -7718216 nChanged 19149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -7728745.500000 Penalty: 5281.616699
	Iteration 1F: 3 clusters Score -7728746 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -7729186.000000 Penalty: 5281.616699
	Iteration 2Q: 3 clusters Score -7729186 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -7729680.000000 Penalty: 5281.616699
	Iteration 3Q: 3 clusters Score -7729680 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -7730260.000000 Penalty: 5281.616699
	Iteration 4Q: 3 clusters Score -7730260 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -7731028.000000 Penalty: 5281.616699
	Iteration 5Q: 3 clusters Score -7731028 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -7732203.500000 Penalty: 5281.616699
	Iteration 6F: 3 clusters Score -7732204 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -7733954.000000 Penalty: 5281.616699
	Iteration 7F: 3 clusters Score -7733954 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -7736374.500000 Penalty: 5281.616699
	Iteration 8F: 3 clusters Score -7736374 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -7739152.000000 Penalty: 5281.616699
	Iteration 9F: 3 clusters Score -7739152 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -7741419.500000 Penalty: 5281.616699
	Iteration 10F: 3 clusters Score -7741420 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -7742820.500000 Penalty: 5281.616699
	Iteration 11Q: 3 clusters Score -7742820 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -7743523.000000 Penalty: 5281.616699
	Iteration 12Q: 3 clusters Score -7743523 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -7743910.500000 Penalty: 5281.616699
	Iteration 13Q: 3 clusters Score -7743910 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -7744096.500000 Penalty: 5281.616699
	Iteration 14Q: 3 clusters Score -7744096 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -7744206.000000 Penalty: 5281.616699
	Iteration 15Q: 3 clusters Score -7744206 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -7744274.500000 Penalty: 5281.616699
	Iteration 16Q: 3 clusters Score -7744274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -7744325.500000 Penalty: 5281.616699
	Iteration 17Q: 3 clusters Score -7744326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -7744364.500000 Penalty: 5281.616699
	Iteration 18Q: 3 clusters Score -7744364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -7744393.000000 Penalty: 5281.616699
	Iteration 19Q: 3 clusters Score -7744393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -7744403.000000 Penalty: 5281.616699
	Iteration 20F: 3 clusters Score -7744403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -7744406.000000 Penalty: 5281.616699
	Iteration 21Q: 3 clusters Score -7744406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -7744415.000000 Penalty: 5281.616699
	Iteration 22Q: 3 clusters Score -7744415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7744421.500000 Penalty: 5281.616699
	Iteration 23Q: 3 clusters Score -7744422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -7744435.500000 Penalty: 5281.616699
	Iteration 24Q: 3 clusters Score -7744436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -7744430.000000 Penalty: 5281.616699
	Iteration 25Q: 3 clusters Score -7744430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -7744443.000000 Penalty: 5281.616699
	Iteration 26Q: 3 clusters Score -7744443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -7744447.000000 Penalty: 5281.616699
	Iteration 27Q: 3 clusters Score -7744447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -7744445.000000 Penalty: 5281.616699
	Iteration 28Q: 3 clusters Score -7744445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -7744446.500000 Penalty: 5281.616699
	Iteration 29Q: 3 clusters Score -7744446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -7744451.000000 Penalty: 5281.616699
	Iteration 30Q: 3 clusters Score -7744451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -7744452.500000 Penalty: 5281.616699
	Iteration 31Q: 3 clusters Score -7744452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -7744452.500000 Penalty: 5281.616699
	Iteration 32F: 3 clusters Score -7744452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Entering Unmasked Estep 
Score: -7705016.500000 Penalty: 2639.106934
	Iteration 0F: 2 clusters Score -7705016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -7676799.000000 Penalty: 5278.213867
	Iteration 0F: 3 clusters Score -7676799 nChanged 19158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -7687124.500000 Penalty: 5278.213867
	Iteration 1F: 3 clusters Score -7687124 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -7687608.000000 Penalty: 5278.213867
	Iteration 2Q: 3 clusters Score -7687608 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -7688057.500000 Penalty: 5278.213867
	Iteration 3Q: 3 clusters Score -7688058 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -7688741.500000 Penalty: 5278.213867
	Iteration 4Q: 3 clusters Score -7688742 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -7689687.500000 Penalty: 5278.213867
	Iteration 5Q: 3 clusters Score -7689688 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -7691242.500000 Penalty: 5278.213867
	Iteration 6F: 3 clusters Score -7691242 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -7693633.500000 Penalty: 5278.213867
	Iteration 7F: 3 clusters Score -7693634 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -7696574.000000 Penalty: 5278.213867
	Iteration 8F: 3 clusters Score -7696574 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -7699172.500000 Penalty: 5278.213867
	Iteration 9F: 3 clusters Score -7699172 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -7700870.500000 Penalty: 5278.213867
	Iteration 10Q: 3 clusters Score -7700870 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -7701775.500000 Penalty: 5278.213867
	Iteration 11Q: 3 clusters Score -7701776 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -7702235.000000 Penalty: 5278.213867
	Iteration 12Q: 3 clusters Score -7702235 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7702539.500000 Penalty: 5278.213867
	Iteration 13Q: 3 clusters Score -7702540 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -7702701.000000 Penalty: 5278.213867
	Iteration 14Q: 3 clusters Score -7702701 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -7702774.000000 Penalty: 5278.213867
	Iteration 15Q: 3 clusters Score -7702774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -7702820.000000 Penalty: 5278.213867
	Iteration 16Q: 3 clusters Score -7702820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -7702853.000000 Penalty: 5278.213867
	Iteration 17Q: 3 clusters Score -7702853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -7702876.500000 Penalty: 5278.213867
	Iteration 18Q: 3 clusters Score -7702876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -7702881.500000 Penalty: 5278.213867
	Iteration 19Q: 3 clusters Score -7702882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -7702890.500000 Penalty: 5278.213867
	Iteration 20F: 3 clusters Score -7702890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -7702893.000000 Penalty: 5278.213867
	Iteration 21Q: 3 clusters Score -7702893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -7702900.000000 Penalty: 5278.213867
	Iteration 22Q: 3 clusters Score -7702900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -7702900.500000 Penalty: 5278.213867
	Iteration 23Q: 3 clusters Score -7702900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -7702913.000000 Penalty: 5278.213867
	Iteration 24Q: 3 clusters Score -7702913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -7702911.500000 Penalty: 5278.213867
	Iteration 25Q: 3 clusters Score -7702912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -7702928.000000 Penalty: 5278.213867
	Iteration 26Q: 3 clusters Score -7702928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -7702920.500000 Penalty: 5278.213867
	Iteration 27Q: 3 clusters Score -7702920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -7702924.500000 Penalty: 5278.213867
	Iteration 28Q: 3 clusters Score -7702924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -7702926.500000 Penalty: 5278.213867
	Iteration 29Q: 3 clusters Score -7702926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -7702926.000000 Penalty: 5278.213867
	Iteration 30Q: 3 clusters Score -7702926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -7702935.500000 Penalty: 5278.213867
	Iteration 31Q: 3 clusters Score -7702936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -7702934.000000 Penalty: 5278.213867
	Iteration 32Q: 3 clusters Score -7702934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -7702933.500000 Penalty: 5278.213867
	Iteration 33Q: 3 clusters Score -7702934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -7702937.000000 Penalty: 5278.213867
	Iteration 34Q: 3 clusters Score -7702937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -7702929.000000 Penalty: 5278.213867
	Iteration 35Q: 3 clusters Score -7702929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -7702933.000000 Penalty: 5278.213867
	Iteration 36Q: 3 clusters Score -7702933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -7702942.500000 Penalty: 5278.213867
	Iteration 37Q: 3 clusters Score -7702942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -7702944.000000 Penalty: 5278.213867
	Iteration 38Q: 3 clusters Score -7702944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -7702943.000000 Penalty: 5278.213867
	Iteration 39Q: 3 clusters Score -7702943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7702947.000000 Penalty: 5278.213867
	Iteration 40F: 3 clusters Score -7702947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -7702955.500000 Penalty: 5278.213867
	Iteration 41Q: 3 clusters Score -7702956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -7702960.000000 Penalty: 5278.213867
	Iteration 42Q: 3 clusters Score -7702960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -7702960.500000 Penalty: 5278.213867
	Iteration 43Q: 3 clusters Score -7702960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -7702969.500000 Penalty: 5278.213867
	Iteration 44Q: 3 clusters Score -7702970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -7702968.500000 Penalty: 5278.213867
	Iteration 45Q: 3 clusters Score -7702968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -7702969.000000 Penalty: 5278.213867
	Iteration 46Q: 3 clusters Score -7702969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -7702969.000000 Penalty: 5278.213867
	Iteration 47F: 3 clusters Score -7702969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Entering Unmasked Estep 
Score: -8236065.500000 Penalty: 2653.662354
	Iteration 0F: 2 clusters Score -8236066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8207026.000000 Penalty: 5307.324707
	Iteration 0F: 3 clusters Score -8207026 nChanged 20406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -8218369.500000 Penalty: 5307.324707
	Iteration 1F: 3 clusters Score -8218370 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -8218937.000000 Penalty: 5307.324707
	Iteration 2Q: 3 clusters Score -8218937 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -8219587.500000 Penalty: 5307.324707
	Iteration 3Q: 3 clusters Score -8219588 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -8220413.500000 Penalty: 5307.324707
	Iteration 4Q: 3 clusters Score -8220414 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -8221548.000000 Penalty: 5307.324707
	Iteration 5F: 3 clusters Score -8221548 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -8223104.000000 Penalty: 5307.324707
	Iteration 6F: 3 clusters Score -8223104 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -8225150.500000 Penalty: 5307.324707
	Iteration 7F: 3 clusters Score -8225150 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -8227470.500000 Penalty: 5307.324707
	Iteration 8F: 3 clusters Score -8227470 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -8229824.000000 Penalty: 5307.324707
	Iteration 9F: 3 clusters Score -8229824 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -8231517.500000 Penalty: 5307.324707
	Iteration 10Q: 3 clusters Score -8231518 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -8232246.500000 Penalty: 5307.324707
	Iteration 11Q: 3 clusters Score -8232246 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -8232566.500000 Penalty: 5307.324707
	Iteration 12Q: 3 clusters Score -8232566 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -8232700.000000 Penalty: 5307.324707
	Iteration 13Q: 3 clusters Score -8232700 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -8232817.500000 Penalty: 5307.324707
	Iteration 14Q: 3 clusters Score -8232818 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -8232881.000000 Penalty: 5307.324707
	Iteration 15Q: 3 clusters Score -8232881 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -8232905.000000 Penalty: 5307.324707
	Iteration 16Q: 3 clusters Score -8232905 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -8232943.000000 Penalty: 5307.324707
	Iteration 17Q: 3 clusters Score -8232943 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -8232972.000000 Penalty: 5307.324707
	Iteration 18Q: 3 clusters Score -8232972 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -8233002.000000 Penalty: 5307.324707
	Iteration 19Q: 3 clusters Score -8233002 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -8233007.000000 Penalty: 5307.324707
	Iteration 20F: 3 clusters Score -8233007 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -8233031.500000 Penalty: 5307.324707
	Iteration 21Q: 3 clusters Score -8233032 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -8233068.500000 Penalty: 5307.324707
	Iteration 22Q: 3 clusters Score -8233068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -8233070.000000 Penalty: 5307.324707
	Iteration 23Q: 3 clusters Score -8233070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -8233078.000000 Penalty: 5307.324707
	Iteration 24Q: 3 clusters Score -8233078 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -8233091.000000 Penalty: 5307.324707
	Iteration 25Q: 3 clusters Score -8233091 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -8233114.500000 Penalty: 5307.324707
	Iteration 26Q: 3 clusters Score -8233114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -8233115.500000 Penalty: 5307.324707
	Iteration 27Q: 3 clusters Score -8233116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -8233129.000000 Penalty: 5307.324707
	Iteration 28Q: 3 clusters Score -8233129 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -8233117.500000 Penalty: 5307.324707
	Iteration 29Q: 3 clusters Score -8233118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -8233123.000000 Penalty: 5307.324707
	Iteration 30Q: 3 clusters Score -8233123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -8233126.000000 Penalty: 5307.324707
	Iteration 31Q: 3 clusters Score -8233126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -8233147.000000 Penalty: 5307.324707
	Iteration 32Q: 3 clusters Score -8233147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -8233146.000000 Penalty: 5307.324707
	Iteration 33Q: 3 clusters Score -8233146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -8233143.500000 Penalty: 5307.324707
	Iteration 34Q: 3 clusters Score -8233144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -8233136.500000 Penalty: 5307.324707
	Iteration 35Q: 3 clusters Score -8233136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -8233153.500000 Penalty: 5307.324707
	Iteration 36Q: 3 clusters Score -8233154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -8233167.000000 Penalty: 5307.324707
	Iteration 37Q: 3 clusters Score -8233167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -8233177.000000 Penalty: 5307.324707
	Iteration 38Q: 3 clusters Score -8233177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -8233165.500000 Penalty: 5307.324707
	Iteration 39Q: 3 clusters Score -8233166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -8233178.500000 Penalty: 5307.324707
	Iteration 40F: 3 clusters Score -8233178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -8233184.500000 Penalty: 5307.324707
	Iteration 41Q: 3 clusters Score -8233184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -8233196.500000 Penalty: 5307.324707
	Iteration 42Q: 3 clusters Score -8233196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -8233197.000000 Penalty: 5307.324707
	Iteration 43Q: 3 clusters Score -8233197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -8233191.500000 Penalty: 5307.324707
	Iteration 44Q: 3 clusters Score -8233192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -8233200.500000 Penalty: 5307.324707
	Iteration 45Q: 3 clusters Score -8233200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -8233203.500000 Penalty: 5307.324707
	Iteration 46Q: 3 clusters Score -8233204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -8233208.500000 Penalty: 5307.324707
	Iteration 47Q: 3 clusters Score -8233208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -8233210.000000 Penalty: 5307.324707
	Iteration 48Q: 3 clusters Score -8233210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -8233202.500000 Penalty: 5307.324707
	Iteration 49Q: 3 clusters Score -8233202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -8233206.000000 Penalty: 5307.324707
	Iteration 50Q: 3 clusters Score -8233206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -8233198.000000 Penalty: 5307.324707
	Iteration 51Q: 3 clusters Score -8233198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -8233198.500000 Penalty: 5307.324707
	Iteration 52Q: 3 clusters Score -8233198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -8233199.000000 Penalty: 5307.324707
	Iteration 53Q: 3 clusters Score -8233199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -8233198.000000 Penalty: 5307.324707
	Iteration 54Q: 3 clusters Score -8233198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -8233195.000000 Penalty: 5307.324707
	Iteration 55Q: 3 clusters Score -8233195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -8233193.000000 Penalty: 5307.324707
	Iteration 56Q: 3 clusters Score -8233193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -8233197.500000 Penalty: 5307.324707
	Iteration 57Q: 3 clusters Score -8233198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -8233204.000000 Penalty: 5307.324707
	Iteration 58Q: 3 clusters Score -8233204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -8233196.500000 Penalty: 5307.324707
	Iteration 59Q: 3 clusters Score -8233196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -8233198.500000 Penalty: 5307.324707
	Iteration 60F: 3 clusters Score -8233198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -8233190.000000 Penalty: 5307.324707
	Iteration 61Q: 3 clusters Score -8233190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -8233193.500000 Penalty: 5307.324707
	Iteration 62Q: 3 clusters Score -8233194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -8233200.000000 Penalty: 5307.324707
	Iteration 63Q: 3 clusters Score -8233200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -8233200.500000 Penalty: 5307.324707
	Iteration 64Q: 3 clusters Score -8233200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -8233199.500000 Penalty: 5307.324707
	Iteration 65Q: 3 clusters Score -8233200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -8233199.500000 Penalty: 5307.324707
	Iteration 66Q: 3 clusters Score -8233200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -8233207.500000 Penalty: 5307.324707
	Iteration 67Q: 3 clusters Score -8233208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -8233205.000000 Penalty: 5307.324707
	Iteration 68Q: 3 clusters Score -8233205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -8233205.000000 Penalty: 5307.324707
	Iteration 69Q: 3 clusters Score -8233205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -8233199.000000 Penalty: 5307.324707
	Iteration 70Q: 3 clusters Score -8233199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -8233210.500000 Penalty: 5307.324707
	Iteration 71Q: 3 clusters Score -8233210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -8233198.000000 Penalty: 5307.324707
	Iteration 72Q: 3 clusters Score -8233198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -8233200.000000 Penalty: 5307.324707
	Iteration 73Q: 3 clusters Score -8233200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -8233197.500000 Penalty: 5307.324707
	Iteration 74Q: 3 clusters Score -8233198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -8233198.500000 Penalty: 5307.324707
	Iteration 75Q: 3 clusters Score -8233198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -8233192.500000 Penalty: 5307.324707
	Iteration 76Q: 3 clusters Score -8233192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -8233194.500000 Penalty: 5307.324707
	Iteration 77Q: 3 clusters Score -8233194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -8233196.500000 Penalty: 5307.324707
	Iteration 78Q: 3 clusters Score -8233196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -8233201.000000 Penalty: 5307.324707
	Iteration 79Q: 3 clusters Score -8233201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -8233202.000000 Penalty: 5307.324707
	Iteration 80F: 3 clusters Score -8233202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -8233209.000000 Penalty: 5307.324707
	Iteration 81Q: 3 clusters Score -8233209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -8233203.000000 Penalty: 5307.324707
	Iteration 82Q: 3 clusters Score -8233203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -8233202.500000 Penalty: 5307.324707
	Iteration 83Q: 3 clusters Score -8233202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -8233202.500000 Penalty: 5307.324707
	Iteration 84F: 3 clusters Score -8233202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Entering Unmasked Estep 
Score: -8460446.000000 Penalty: 2658.932861
	Iteration 0F: 2 clusters Score -8460446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -8431734.000000 Penalty: 5317.865723
	Iteration 0F: 3 clusters Score -8431734 nChanged 20820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -8443151.000000 Penalty: 5317.865723
	Iteration 1F: 3 clusters Score -8443151 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -8443601.000000 Penalty: 5317.865723
	Iteration 2Q: 3 clusters Score -8443601 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -8443969.000000 Penalty: 5317.865723
	Iteration 3Q: 3 clusters Score -8443969 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -8444386.000000 Penalty: 5317.865723
	Iteration 4Q: 3 clusters Score -8444386 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -8444882.000000 Penalty: 5317.865723
	Iteration 5Q: 3 clusters Score -8444882 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -8445548.000000 Penalty: 5317.865723
	Iteration 6Q: 3 clusters Score -8445548 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -8446679.000000 Penalty: 5317.865723
	Iteration 7F: 3 clusters Score -8446679 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -8448457.000000 Penalty: 5317.865723
	Iteration 8F: 3 clusters Score -8448457 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -8450926.000000 Penalty: 5317.865723
	Iteration 9F: 3 clusters Score -8450926 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -8453966.000000 Penalty: 5317.865723
	Iteration 10F: 3 clusters Score -8453966 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -8456331.000000 Penalty: 5317.865723
	Iteration 11F: 3 clusters Score -8456331 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -8457272.000000 Penalty: 5317.865723
	Iteration 12Q: 3 clusters Score -8457272 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -8457705.000000 Penalty: 5317.865723
	Iteration 13Q: 3 clusters Score -8457705 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -8457915.000000 Penalty: 5317.865723
	Iteration 14Q: 3 clusters Score -8457915 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -8458010.000000 Penalty: 5317.865723
	Iteration 15Q: 3 clusters Score -8458010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -8458057.000000 Penalty: 5317.865723
	Iteration 16Q: 3 clusters Score -8458057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -8458084.000000 Penalty: 5317.865723
	Iteration 17Q: 3 clusters Score -8458084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -8458096.000000 Penalty: 5317.865723
	Iteration 18Q: 3 clusters Score -8458096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -8458120.000000 Penalty: 5317.865723
	Iteration 19Q: 3 clusters Score -8458120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -8458137.000000 Penalty: 5317.865723
	Iteration 20F: 3 clusters Score -8458137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -8458146.000000 Penalty: 5317.865723
	Iteration 21Q: 3 clusters Score -8458146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8458155.000000 Penalty: 5317.865723
	Iteration 22Q: 3 clusters Score -8458155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -8458157.000000 Penalty: 5317.865723
	Iteration 23Q: 3 clusters Score -8458157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -8458157.000000 Penalty: 5317.865723
	Iteration 24F: 3 clusters Score -8458157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -127269.539062 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -127269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125490.804688 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -125490.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -125947.179688 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -125947.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126254.945312 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -126254.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126444.851562 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -126444.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126619.242188 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -126619.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -126774.125000 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -126774.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -126933.531250 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -126933.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -127170.578125 Penalty: 3350.861328
	Iteration 7F: 3 clusters Score -127170.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -127336.117188 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -127336.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -127479.179688 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -127479.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -127564.468750 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -127564.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -127607.109375 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -127607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -127643.445312 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -127643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -127659.265625 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -127659.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -127684.656250 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -127684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -127699.109375 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -127699.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -127713.265625 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -127713.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -127732.968750 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -127733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -127739.437500 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -127739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -127745.218750 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -127745.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -127766.734375 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -127766.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -127805.515625 Penalty: 3350.861328
	Iteration 21Q: 3 clusters Score -127805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -127825.687500 Penalty: 3350.861328
	Iteration 22Q: 3 clusters Score -127825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -127832.835938 Penalty: 3350.861328
	Iteration 23Q: 3 clusters Score -127832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -127835.101562 Penalty: 3350.861328
	Iteration 24Q: 3 clusters Score -127835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -127835.101562 Penalty: 3350.861328
	Iteration 25F: 3 clusters Score -127835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46348 members 
Mstep: Class 3 contains 43566 members 
Mstep: Class 4 contains 36863 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42340 members 
Mstep: Class 7 contains 44278 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 4019 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 41346 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43110 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42126 members 
Mstep: Class 21 contains 41838 members 
Mstep: Class 22 contains 44367 members 
Mstep: Class 23 contains 45320 members 
Mstep: Class 24 contains 503 members 
Mstep: Class 25 contains 47175 members 
Mstep: Class 26 contains 44364 members 
Mstep: Class 27 contains 356 members 
Entering Unmasked Estep 
Score: -106678504.000000 Penalty: 88917.406250
Splitting cluster 24 changes total score from -106679584.000000 to -106678504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (47175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Entering Unmasked Estep 
Score: -8740646.000000 Penalty: 2668.881592
	Iteration 0F: 2 clusters Score -8740646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -8710074.000000 Penalty: 5337.763184
	Iteration 0F: 3 clusters Score -8710074 nChanged 21797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -8722213.000000 Penalty: 5337.763184
	Iteration 1F: 3 clusters Score -8722213 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -8722814.000000 Penalty: 5337.763184
	Iteration 2Q: 3 clusters Score -8722814 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -8723482.000000 Penalty: 5337.763184
	Iteration 3Q: 3 clusters Score -8723482 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -8724221.000000 Penalty: 5337.763184
	Iteration 4Q: 3 clusters Score -8724221 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -8725032.000000 Penalty: 5337.763184
	Iteration 5Q: 3 clusters Score -8725032 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -8726016.000000 Penalty: 5337.763184
	Iteration 6Q: 3 clusters Score -8726016 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -8727357.000000 Penalty: 5337.763184
	Iteration 7Q: 3 clusters Score -8727357 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -8728945.000000 Penalty: 5337.763184
	Iteration 8F: 3 clusters Score -8728945 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -8730631.000000 Penalty: 5337.763184
	Iteration 9F: 3 clusters Score -8730631 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -8732201.000000 Penalty: 5337.763184
	Iteration 10Q: 3 clusters Score -8732201 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -8733695.000000 Penalty: 5337.763184
	Iteration 11Q: 3 clusters Score -8733695 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -8734866.000000 Penalty: 5337.763184
	Iteration 12Q: 3 clusters Score -8734866 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -8735798.000000 Penalty: 5337.763184
	Iteration 13Q: 3 clusters Score -8735798 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -8736499.000000 Penalty: 5337.763184
	Iteration 14Q: 3 clusters Score -8736499 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -8737016.000000 Penalty: 5337.763184
	Iteration 15Q: 3 clusters Score -8737016 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -8737356.000000 Penalty: 5337.763184
	Iteration 16Q: 3 clusters Score -8737356 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -8737610.000000 Penalty: 5337.763184
	Iteration 17Q: 3 clusters Score -8737610 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -8737783.000000 Penalty: 5337.763184
	Iteration 18Q: 3 clusters Score -8737783 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -8737865.000000 Penalty: 5337.763184
	Iteration 19Q: 3 clusters Score -8737865 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -8737937.000000 Penalty: 5337.763184
	Iteration 20F: 3 clusters Score -8737937 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -8738034.000000 Penalty: 5337.763184
	Iteration 21Q: 3 clusters Score -8738034 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -8738043.000000 Penalty: 5337.763184
	Iteration 22Q: 3 clusters Score -8738043 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -8738136.000000 Penalty: 5337.763184
	Iteration 23Q: 3 clusters Score -8738136 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -8738186.000000 Penalty: 5337.763184
	Iteration 24Q: 3 clusters Score -8738186 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -8738231.000000 Penalty: 5337.763184
	Iteration 25Q: 3 clusters Score -8738231 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -8738283.000000 Penalty: 5337.763184
	Iteration 26Q: 3 clusters Score -8738283 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -8738332.000000 Penalty: 5337.763184
	Iteration 27Q: 3 clusters Score -8738332 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -8738391.000000 Penalty: 5337.763184
	Iteration 28Q: 3 clusters Score -8738391 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -8738417.000000 Penalty: 5337.763184
	Iteration 29Q: 3 clusters Score -8738417 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -8738471.000000 Penalty: 5337.763184
	Iteration 30Q: 3 clusters Score -8738471 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -8738490.000000 Penalty: 5337.763184
	Iteration 31Q: 3 clusters Score -8738490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -8738496.000000 Penalty: 5337.763184
	Iteration 32Q: 3 clusters Score -8738496 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -8738513.000000 Penalty: 5337.763184
	Iteration 33Q: 3 clusters Score -8738513 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8738552.000000 Penalty: 5337.763184
	Iteration 34Q: 3 clusters Score -8738552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -8738570.000000 Penalty: 5337.763184
	Iteration 35Q: 3 clusters Score -8738570 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -8738562.000000 Penalty: 5337.763184
	Iteration 36Q: 3 clusters Score -8738562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -8738576.000000 Penalty: 5337.763184
	Iteration 37Q: 3 clusters Score -8738576 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -8738578.000000 Penalty: 5337.763184
	Iteration 38Q: 3 clusters Score -8738578 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -8738580.000000 Penalty: 5337.763184
	Iteration 39Q: 3 clusters Score -8738580 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -8738621.000000 Penalty: 5337.763184
	Iteration 40F: 3 clusters Score -8738621 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -8738649.000000 Penalty: 5337.763184
	Iteration 41Q: 3 clusters Score -8738649 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8738675.000000 Penalty: 5337.763184
	Iteration 42Q: 3 clusters Score -8738675 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -8738664.000000 Penalty: 5337.763184
	Iteration 43Q: 3 clusters Score -8738664 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -8738667.000000 Penalty: 5337.763184
	Iteration 44Q: 3 clusters Score -8738667 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -8738677.000000 Penalty: 5337.763184
	Iteration 45Q: 3 clusters Score -8738677 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -8738687.000000 Penalty: 5337.763184
	Iteration 46Q: 3 clusters Score -8738687 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -8738669.000000 Penalty: 5337.763184
	Iteration 47Q: 3 clusters Score -8738669 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -8738673.000000 Penalty: 5337.763184
	Iteration 48Q: 3 clusters Score -8738673 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -8738666.000000 Penalty: 5337.763184
	Iteration 49Q: 3 clusters Score -8738666 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -8738666.000000 Penalty: 5337.763184
	Iteration 50Q: 3 clusters Score -8738666 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -8738660.000000 Penalty: 5337.763184
	Iteration 51Q: 3 clusters Score -8738660 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -8738651.000000 Penalty: 5337.763184
	Iteration 52Q: 3 clusters Score -8738651 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -8738680.000000 Penalty: 5337.763184
	Iteration 53Q: 3 clusters Score -8738680 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -8738685.000000 Penalty: 5337.763184
	Iteration 54Q: 3 clusters Score -8738685 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -8738688.000000 Penalty: 5337.763184
	Iteration 55Q: 3 clusters Score -8738688 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8738678.000000 Penalty: 5337.763184
	Iteration 56Q: 3 clusters Score -8738678 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8738669.000000 Penalty: 5337.763184
	Iteration 57Q: 3 clusters Score -8738669 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -8738691.000000 Penalty: 5337.763184
	Iteration 58Q: 3 clusters Score -8738691 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8738690.000000 Penalty: 5337.763184
	Iteration 59Q: 3 clusters Score -8738690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -8738696.000000 Penalty: 5337.763184
	Iteration 60F: 3 clusters Score -8738696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -8738696.000000 Penalty: 5337.763184
	Iteration 61Q: 3 clusters Score -8738696 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -8738686.000000 Penalty: 5337.763184
	Iteration 62Q: 3 clusters Score -8738686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8738687.000000 Penalty: 5337.763184
	Iteration 63Q: 3 clusters Score -8738687 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -8738675.000000 Penalty: 5337.763184
	Iteration 64Q: 3 clusters Score -8738675 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -8738666.000000 Penalty: 5337.763184
	Iteration 65Q: 3 clusters Score -8738666 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -8738679.000000 Penalty: 5337.763184
	Iteration 66Q: 3 clusters Score -8738679 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -8738696.000000 Penalty: 5337.763184
	Iteration 67Q: 3 clusters Score -8738696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -8738686.000000 Penalty: 5337.763184
	Iteration 68Q: 3 clusters Score -8738686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8738679.000000 Penalty: 5337.763184
	Iteration 69Q: 3 clusters Score -8738679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -8738657.000000 Penalty: 5337.763184
	Iteration 70Q: 3 clusters Score -8738657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -8738672.000000 Penalty: 5337.763184
	Iteration 71Q: 3 clusters Score -8738672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8738655.000000 Penalty: 5337.763184
	Iteration 72Q: 3 clusters Score -8738655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -8738662.000000 Penalty: 5337.763184
	Iteration 73Q: 3 clusters Score -8738662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -8738673.000000 Penalty: 5337.763184
	Iteration 74Q: 3 clusters Score -8738673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -8738676.000000 Penalty: 5337.763184
	Iteration 75Q: 3 clusters Score -8738676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -8738671.000000 Penalty: 5337.763184
	Iteration 76Q: 3 clusters Score -8738671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -8738671.000000 Penalty: 5337.763184
	Iteration 77Q: 3 clusters Score -8738671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -8738666.000000 Penalty: 5337.763184
	Iteration 78Q: 3 clusters Score -8738666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -8738669.000000 Penalty: 5337.763184
	Iteration 79Q: 3 clusters Score -8738669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -8738675.000000 Penalty: 5337.763184
	Iteration 80F: 3 clusters Score -8738675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -8738673.000000 Penalty: 5337.763184
	Iteration 81Q: 3 clusters Score -8738673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -8738689.000000 Penalty: 5337.763184
	Iteration 82Q: 3 clusters Score -8738689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -8738683.000000 Penalty: 5337.763184
	Iteration 83Q: 3 clusters Score -8738683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -8738687.000000 Penalty: 5337.763184
	Iteration 84Q: 3 clusters Score -8738687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -8738686.000000 Penalty: 5337.763184
	Iteration 85Q: 3 clusters Score -8738686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -8738690.000000 Penalty: 5337.763184
	Iteration 86Q: 3 clusters Score -8738690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -8738694.000000 Penalty: 5337.763184
	Iteration 87Q: 3 clusters Score -8738694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -8738692.000000 Penalty: 5337.763184
	Iteration 88Q: 3 clusters Score -8738692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -8738700.000000 Penalty: 5337.763184
	Iteration 89Q: 3 clusters Score -8738700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -8738699.000000 Penalty: 5337.763184
	Iteration 90Q: 3 clusters Score -8738699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -8738696.000000 Penalty: 5337.763184
	Iteration 91Q: 3 clusters Score -8738696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -8738695.000000 Penalty: 5337.763184
	Iteration 92Q: 3 clusters Score -8738695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8738703.000000 Penalty: 5337.763184
	Iteration 93Q: 3 clusters Score -8738703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8738711.000000 Penalty: 5337.763184
	Iteration 94Q: 3 clusters Score -8738711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -8738709.000000 Penalty: 5337.763184
	Iteration 95Q: 3 clusters Score -8738709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8738706.000000 Penalty: 5337.763184
	Iteration 96Q: 3 clusters Score -8738706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8738715.000000 Penalty: 5337.763184
	Iteration 97Q: 3 clusters Score -8738715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -8738716.000000 Penalty: 5337.763184
	Iteration 98Q: 3 clusters Score -8738716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -8738714.000000 Penalty: 5337.763184
	Iteration 99Q: 3 clusters Score -8738714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -8738720.000000 Penalty: 5337.763184
	Iteration 100F: 3 clusters Score -8738720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -8738721.000000 Penalty: 5337.763184
	Iteration 101Q: 3 clusters Score -8738721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -8738723.000000 Penalty: 5337.763184
	Iteration 102Q: 3 clusters Score -8738723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -8738721.000000 Penalty: 5337.763184
	Iteration 103Q: 3 clusters Score -8738721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -8738721.000000 Penalty: 5337.763184
	Iteration 104F: 3 clusters Score -8738721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (44364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Entering Unmasked Estep 
Score: -8290047.000000 Penalty: 2653.645508
	Iteration 0F: 2 clusters Score -8290047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -8262168.500000 Penalty: 5307.291016
	Iteration 0F: 3 clusters Score -8262168 nChanged 20125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -8273293.500000 Penalty: 5307.291016
	Iteration 1F: 3 clusters Score -8273294 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -8273904.500000 Penalty: 5307.291016
	Iteration 2Q: 3 clusters Score -8273904 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -8274499.500000 Penalty: 5307.291016
	Iteration 3Q: 3 clusters Score -8274500 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -8275291.000000 Penalty: 5307.291016
	Iteration 4Q: 3 clusters Score -8275291 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -8276355.000000 Penalty: 5307.291016
	Iteration 5Q: 3 clusters Score -8276355 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -8277793.000000 Penalty: 5307.291016
	Iteration 6F: 3 clusters Score -8277793 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -8279651.000000 Penalty: 5307.291016
	Iteration 7F: 3 clusters Score -8279651 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -8281699.000000 Penalty: 5307.291016
	Iteration 8F: 3 clusters Score -8281699 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -8283487.500000 Penalty: 5307.291016
	Iteration 9Q: 3 clusters Score -8283488 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -8284864.000000 Penalty: 5307.291016
	Iteration 10Q: 3 clusters Score -8284864 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -8285660.500000 Penalty: 5307.291016
	Iteration 11Q: 3 clusters Score -8285660 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -8286183.000000 Penalty: 5307.291016
	Iteration 12Q: 3 clusters Score -8286183 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -8286470.000000 Penalty: 5307.291016
	Iteration 13Q: 3 clusters Score -8286470 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -8286702.000000 Penalty: 5307.291016
	Iteration 14Q: 3 clusters Score -8286702 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8286923.000000 Penalty: 5307.291016
	Iteration 15Q: 3 clusters Score -8286923 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -8287085.000000 Penalty: 5307.291016
	Iteration 16Q: 3 clusters Score -8287085 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -8287229.000000 Penalty: 5307.291016
	Iteration 17Q: 3 clusters Score -8287229 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8287382.000000 Penalty: 5307.291016
	Iteration 18Q: 3 clusters Score -8287382 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -8287545.000000 Penalty: 5307.291016
	Iteration 19Q: 3 clusters Score -8287545 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -8287701.000000 Penalty: 5307.291016
	Iteration 20F: 3 clusters Score -8287701 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8287768.500000 Penalty: 5307.291016
	Iteration 21Q: 3 clusters Score -8287768 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8287795.000000 Penalty: 5307.291016
	Iteration 22Q: 3 clusters Score -8287795 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8287862.500000 Penalty: 5307.291016
	Iteration 23Q: 3 clusters Score -8287862 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8287941.000000 Penalty: 5307.291016
	Iteration 24Q: 3 clusters Score -8287941 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8287943.000000 Penalty: 5307.291016
	Iteration 25Q: 3 clusters Score -8287943 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8287968.500000 Penalty: 5307.291016
	Iteration 26Q: 3 clusters Score -8287968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8287947.000000 Penalty: 5307.291016
	Iteration 27Q: 3 clusters Score -8287947 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8287949.000000 Penalty: 5307.291016
	Iteration 28Q: 3 clusters Score -8287949 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8287968.000000 Penalty: 5307.291016
	Iteration 29Q: 3 clusters Score -8287968 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8287976.000000 Penalty: 5307.291016
	Iteration 30Q: 3 clusters Score -8287976 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8287982.500000 Penalty: 5307.291016
	Iteration 31Q: 3 clusters Score -8287982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8287994.000000 Penalty: 5307.291016
	Iteration 32Q: 3 clusters Score -8287994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8288002.500000 Penalty: 5307.291016
	Iteration 33Q: 3 clusters Score -8288002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8288009.000000 Penalty: 5307.291016
	Iteration 34Q: 3 clusters Score -8288009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8287997.500000 Penalty: 5307.291016
	Iteration 35Q: 3 clusters Score -8287998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8288002.500000 Penalty: 5307.291016
	Iteration 36Q: 3 clusters Score -8288002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8288016.000000 Penalty: 5307.291016
	Iteration 37Q: 3 clusters Score -8288016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8288009.500000 Penalty: 5307.291016
	Iteration 38Q: 3 clusters Score -8288010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8288027.500000 Penalty: 5307.291016
	Iteration 39Q: 3 clusters Score -8288028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8288023.500000 Penalty: 5307.291016
	Iteration 40F: 3 clusters Score -8288024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8288017.500000 Penalty: 5307.291016
	Iteration 41Q: 3 clusters Score -8288018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8288018.000000 Penalty: 5307.291016
	Iteration 42Q: 3 clusters Score -8288018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8288014.000000 Penalty: 5307.291016
	Iteration 43Q: 3 clusters Score -8288014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8288031.500000 Penalty: 5307.291016
	Iteration 44Q: 3 clusters Score -8288032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8288024.500000 Penalty: 5307.291016
	Iteration 45Q: 3 clusters Score -8288024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8288027.500000 Penalty: 5307.291016
	Iteration 46Q: 3 clusters Score -8288028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8288036.500000 Penalty: 5307.291016
	Iteration 47Q: 3 clusters Score -8288036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8288024.500000 Penalty: 5307.291016
	Iteration 48Q: 3 clusters Score -8288024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8288030.500000 Penalty: 5307.291016
	Iteration 49Q: 3 clusters Score -8288030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8288037.500000 Penalty: 5307.291016
	Iteration 50Q: 3 clusters Score -8288038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8288037.500000 Penalty: 5307.291016
	Iteration 51F: 3 clusters Score -8288038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46348 members 
Mstep: Class 3 contains 43566 members 
Mstep: Class 4 contains 36863 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42340 members 
Mstep: Class 7 contains 44278 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 4019 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 41346 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43110 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42126 members 
Mstep: Class 21 contains 41838 members 
Mstep: Class 22 contains 44367 members 
Mstep: Class 23 contains 45320 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47175 members 
Mstep: Class 26 contains 44364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679592.000000 Penalty: 85624.171875
Iteration 159Q: 27 clusters Score -1.066796e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46322 members 
Mstep: Class 3 contains 43565 members 
Mstep: Class 4 contains 36823 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42251 members 
Mstep: Class 7 contains 44295 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2841 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 41351 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43190 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42097 members 
Mstep: Class 21 contains 41793 members 
Mstep: Class 22 contains 44474 members 
Mstep: Class 23 contains 45379 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47042 members 
Mstep: Class 26 contains 44507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679472.000000 Penalty: 85624.171875
Iteration 160F: 27 clusters Score -1.066795e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46308 members 
Mstep: Class 3 contains 43590 members 
Mstep: Class 4 contains 36798 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42180 members 
Mstep: Class 7 contains 44302 members 
Mstep: Class 8 contains 7647 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 3991 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 41370 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43293 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42051 members 
Mstep: Class 21 contains 41749 members 
Mstep: Class 22 contains 44582 members 
Mstep: Class 23 contains 45433 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46871 members 
Mstep: Class 26 contains 44608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679616.000000 Penalty: 85624.171875
Iteration 161Q: 27 clusters Score -1.066796e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46309 members 
Mstep: Class 3 contains 43589 members 
Mstep: Class 4 contains 36775 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42097 members 
Mstep: Class 7 contains 44306 members 
Mstep: Class 8 contains 7617 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2831 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1761 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 41412 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43398 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 41711 members 
Mstep: Class 22 contains 44694 members 
Mstep: Class 23 contains 45491 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46721 members 
Mstep: Class 26 contains 44648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679680.000000 Penalty: 85624.171875
Iteration 162Q: 27 clusters Score -1.066797e+08 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46330 members 
Mstep: Class 3 contains 43578 members 
Mstep: Class 4 contains 36755 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42043 members 
Mstep: Class 7 contains 44315 members 
Mstep: Class 8 contains 7598 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1761 members 
Mstep: Class 14 contains 3959 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 41441 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 43545 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 42012 members 
Mstep: Class 21 contains 41680 members 
Mstep: Class 22 contains 44779 members 
Mstep: Class 23 contains 45533 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46563 members 
Mstep: Class 26 contains 44654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679600.000000 Penalty: 85624.171875
Iteration 163Q: 27 clusters Score -1.066796e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46349 members 
Mstep: Class 3 contains 43613 members 
Mstep: Class 4 contains 36745 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42007 members 
Mstep: Class 7 contains 44319 members 
Mstep: Class 8 contains 7581 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 3946 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41466 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 43670 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41989 members 
Mstep: Class 21 contains 41674 members 
Mstep: Class 22 contains 44832 members 
Mstep: Class 23 contains 45568 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46412 members 
Mstep: Class 26 contains 44618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679424.000000 Penalty: 85624.171875
Iteration 164Q: 27 clusters Score -1.066794e+08 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46437 members 
Mstep: Class 3 contains 43615 members 
Mstep: Class 4 contains 36736 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42001 members 
Mstep: Class 7 contains 44308 members 
Mstep: Class 8 contains 7563 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 3939 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41479 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 43781 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41960 members 
Mstep: Class 21 contains 41664 members 
Mstep: Class 22 contains 44860 members 
Mstep: Class 23 contains 45593 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46292 members 
Mstep: Class 26 contains 44565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679200.000000 Penalty: 85624.171875
Iteration 165Q: 27 clusters Score -1.066792e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46446 members 
Mstep: Class 3 contains 43624 members 
Mstep: Class 4 contains 36719 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42050 members 
Mstep: Class 7 contains 44293 members 
Mstep: Class 8 contains 7559 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 3934 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41494 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 43892 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41942 members 
Mstep: Class 21 contains 41679 members 
Mstep: Class 22 contains 44852 members 
Mstep: Class 23 contains 45593 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46160 members 
Mstep: Class 26 contains 44561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679200.000000 Penalty: 85624.171875
Iteration 166Q: 27 clusters Score -1.066792e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46437 members 
Mstep: Class 3 contains 43617 members 
Mstep: Class 4 contains 36702 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42117 members 
Mstep: Class 7 contains 44300 members 
Mstep: Class 8 contains 7562 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 3925 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41503 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 43970 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41928 members 
Mstep: Class 21 contains 41665 members 
Mstep: Class 22 contains 44882 members 
Mstep: Class 23 contains 45641 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46025 members 
Mstep: Class 26 contains 44524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679104.000000 Penalty: 85624.171875
Iteration 167Q: 27 clusters Score -1.066791e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46424 members 
Mstep: Class 3 contains 43613 members 
Mstep: Class 4 contains 36674 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42165 members 
Mstep: Class 7 contains 44319 members 
Mstep: Class 8 contains 7562 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 3915 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41516 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 44038 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41907 members 
Mstep: Class 21 contains 41651 members 
Mstep: Class 22 contains 44876 members 
Mstep: Class 23 contains 45696 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45947 members 
Mstep: Class 26 contains 44494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679216.000000 Penalty: 85624.171875
Iteration 168Q: 27 clusters Score -1.066792e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46431 members 
Mstep: Class 3 contains 43610 members 
Mstep: Class 4 contains 36649 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42241 members 
Mstep: Class 7 contains 44336 members 
Mstep: Class 8 contains 7560 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 3908 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41541 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 44115 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41865 members 
Mstep: Class 21 contains 41648 members 
Mstep: Class 22 contains 44884 members 
Mstep: Class 23 contains 45720 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45887 members 
Mstep: Class 26 contains 44403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679168.000000 Penalty: 85624.171875
Iteration 169Q: 27 clusters Score -1.066792e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46483 members 
Mstep: Class 3 contains 43611 members 
Mstep: Class 4 contains 36614 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42286 members 
Mstep: Class 7 contains 44312 members 
Mstep: Class 8 contains 7562 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 3917 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41559 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 44201 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41848 members 
Mstep: Class 21 contains 41662 members 
Mstep: Class 22 contains 44801 members 
Mstep: Class 23 contains 45774 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45836 members 
Mstep: Class 26 contains 44333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679264.000000 Penalty: 85624.171875
Iteration 170Q: 27 clusters Score -1.066793e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46511 members 
Mstep: Class 3 contains 43575 members 
Mstep: Class 4 contains 36594 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42342 members 
Mstep: Class 7 contains 44295 members 
Mstep: Class 8 contains 7547 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 3920 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41584 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 44282 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41828 members 
Mstep: Class 21 contains 41671 members 
Mstep: Class 22 contains 44765 members 
Mstep: Class 23 contains 45788 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45844 members 
Mstep: Class 26 contains 44254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679384.000000 Penalty: 85624.171875
Iteration 171Q: 27 clusters Score -1.066794e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46508 members 
Mstep: Class 3 contains 43538 members 
Mstep: Class 4 contains 36577 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42391 members 
Mstep: Class 7 contains 44302 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 3920 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41614 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 44343 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41822 members 
Mstep: Class 21 contains 41681 members 
Mstep: Class 22 contains 44690 members 
Mstep: Class 23 contains 45816 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45827 members 
Mstep: Class 26 contains 44232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679576.000000 Penalty: 85624.171875
Iteration 172Q: 27 clusters Score -1.066796e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46548 members 
Mstep: Class 3 contains 43509 members 
Mstep: Class 4 contains 36556 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42420 members 
Mstep: Class 7 contains 44296 members 
Mstep: Class 8 contains 7530 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41650 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 44397 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41813 members 
Mstep: Class 21 contains 41673 members 
Mstep: Class 22 contains 44655 members 
Mstep: Class 23 contains 45839 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45835 members 
Mstep: Class 26 contains 44171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679384.000000 Penalty: 85624.171875
Iteration 173Q: 27 clusters Score -1.066794e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46593 members 
Mstep: Class 3 contains 43471 members 
Mstep: Class 4 contains 36539 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42443 members 
Mstep: Class 7 contains 44272 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 3901 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41686 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 44420 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41777 members 
Mstep: Class 21 contains 41677 members 
Mstep: Class 22 contains 44636 members 
Mstep: Class 23 contains 45874 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45833 members 
Mstep: Class 26 contains 44168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678896.000000 Penalty: 85624.171875
Iteration 174Q: 27 clusters Score -1.066789e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46593 members 
Mstep: Class 3 contains 43459 members 
Mstep: Class 4 contains 36533 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42442 members 
Mstep: Class 7 contains 44250 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 3891 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41723 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 44440 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41771 members 
Mstep: Class 21 contains 41694 members 
Mstep: Class 22 contains 44635 members 
Mstep: Class 23 contains 45927 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45781 members 
Mstep: Class 26 contains 44163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678936.000000 Penalty: 85624.171875
Iteration 175Q: 27 clusters Score -1.066789e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46592 members 
Mstep: Class 3 contains 43476 members 
Mstep: Class 4 contains 36515 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42461 members 
Mstep: Class 7 contains 44259 members 
Mstep: Class 8 contains 7501 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2798 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 3872 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41724 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44478 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41777 members 
Mstep: Class 21 contains 41716 members 
Mstep: Class 22 contains 44587 members 
Mstep: Class 23 contains 46010 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45722 members 
Mstep: Class 26 contains 44124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679216.000000 Penalty: 85624.171875
Iteration 176Q: 27 clusters Score -1.066792e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46622 members 
Mstep: Class 3 contains 43507 members 
Mstep: Class 4 contains 36503 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42462 members 
Mstep: Class 7 contains 44267 members 
Mstep: Class 8 contains 7498 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3866 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41758 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44520 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41788 members 
Mstep: Class 21 contains 41724 members 
Mstep: Class 22 contains 44537 members 
Mstep: Class 23 contains 46032 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45674 members 
Mstep: Class 26 contains 44060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679216.000000 Penalty: 85624.171875
Iteration 177Q: 27 clusters Score -1.066792e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46680 members 
Mstep: Class 3 contains 43522 members 
Mstep: Class 4 contains 36476 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42490 members 
Mstep: Class 7 contains 44270 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3865 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41811 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44557 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41797 members 
Mstep: Class 21 contains 41735 members 
Mstep: Class 22 contains 44506 members 
Mstep: Class 23 contains 46028 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45621 members 
Mstep: Class 26 contains 43976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679264.000000 Penalty: 85624.171875
Iteration 178Q: 27 clusters Score -1.066793e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46723 members 
Mstep: Class 3 contains 43514 members 
Mstep: Class 4 contains 36446 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42516 members 
Mstep: Class 7 contains 44281 members 
Mstep: Class 8 contains 7483 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3865 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41860 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44590 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41804 members 
Mstep: Class 21 contains 41727 members 
Mstep: Class 22 contains 44469 members 
Mstep: Class 23 contains 46027 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45594 members 
Mstep: Class 26 contains 43923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679704.000000 Penalty: 85624.171875
Iteration 179Q: 27 clusters Score -1.066797e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46764 members 
Mstep: Class 3 contains 43507 members 
Mstep: Class 4 contains 36416 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42544 members 
Mstep: Class 7 contains 44280 members 
Mstep: Class 8 contains 7475 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3845 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41910 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44599 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41797 members 
Mstep: Class 21 contains 41732 members 
Mstep: Class 22 contains 44447 members 
Mstep: Class 23 contains 46022 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45555 members 
Mstep: Class 26 contains 43929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679752.000000 Penalty: 85624.171875
Iteration 180F: 27 clusters Score -1.066798e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46787 members 
Mstep: Class 3 contains 43512 members 
Mstep: Class 4 contains 36397 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42547 members 
Mstep: Class 7 contains 44282 members 
Mstep: Class 8 contains 7463 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41937 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44597 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41788 members 
Mstep: Class 21 contains 41731 members 
Mstep: Class 22 contains 44447 members 
Mstep: Class 23 contains 46049 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45532 members 
Mstep: Class 26 contains 43921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679912.000000 Penalty: 85624.171875
Iteration 181Q: 27 clusters Score -1.066799e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46777 members 
Mstep: Class 3 contains 43492 members 
Mstep: Class 4 contains 36374 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42582 members 
Mstep: Class 7 contains 44267 members 
Mstep: Class 8 contains 7447 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 41979 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44606 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41795 members 
Mstep: Class 21 contains 41717 members 
Mstep: Class 22 contains 44460 members 
Mstep: Class 23 contains 46035 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45537 members 
Mstep: Class 26 contains 43940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680032.000000 Penalty: 85624.171875
Iteration 182Q: 27 clusters Score -1.0668e+08 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46763 members 
Mstep: Class 3 contains 43473 members 
Mstep: Class 4 contains 36355 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42630 members 
Mstep: Class 7 contains 44268 members 
Mstep: Class 8 contains 7435 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 3817 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42014 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44620 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41794 members 
Mstep: Class 21 contains 41693 members 
Mstep: Class 22 contains 44477 members 
Mstep: Class 23 contains 46006 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45555 members 
Mstep: Class 26 contains 43925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679864.000000 Penalty: 85624.171875
Iteration 183Q: 27 clusters Score -1.066799e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46765 members 
Mstep: Class 3 contains 43460 members 
Mstep: Class 4 contains 36324 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42703 members 
Mstep: Class 7 contains 44271 members 
Mstep: Class 8 contains 7415 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 3807 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42045 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44637 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41789 members 
Mstep: Class 21 contains 41685 members 
Mstep: Class 22 contains 44479 members 
Mstep: Class 23 contains 45997 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45559 members 
Mstep: Class 26 contains 43889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679760.000000 Penalty: 85624.171875
Iteration 184Q: 27 clusters Score -1.066798e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46711 members 
Mstep: Class 3 contains 43470 members 
Mstep: Class 4 contains 36297 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42765 members 
Mstep: Class 7 contains 44274 members 
Mstep: Class 8 contains 7394 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2786 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3800 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42089 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44626 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41793 members 
Mstep: Class 21 contains 41704 members 
Mstep: Class 22 contains 44494 members 
Mstep: Class 23 contains 45996 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45557 members 
Mstep: Class 26 contains 43857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679872.000000 Penalty: 85624.171875
Iteration 185Q: 27 clusters Score -1.066799e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46688 members 
Mstep: Class 3 contains 43470 members 
Mstep: Class 4 contains 36276 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42806 members 
Mstep: Class 7 contains 44284 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2785 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3803 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42135 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44619 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41797 members 
Mstep: Class 21 contains 41697 members 
Mstep: Class 22 contains 44505 members 
Mstep: Class 23 contains 45974 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45563 members 
Mstep: Class 26 contains 43838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680096.000000 Penalty: 85624.171875
Iteration 186Q: 27 clusters Score -1.066801e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46702 members 
Mstep: Class 3 contains 43488 members 
Mstep: Class 4 contains 36270 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42809 members 
Mstep: Class 7 contains 44319 members 
Mstep: Class 8 contains 7367 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2784 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3811 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42172 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44616 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41784 members 
Mstep: Class 21 contains 41694 members 
Mstep: Class 22 contains 44517 members 
Mstep: Class 23 contains 45912 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45539 members 
Mstep: Class 26 contains 43829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680000.000000 Penalty: 85624.171875
Iteration 187Q: 27 clusters Score -1.0668e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46687 members 
Mstep: Class 3 contains 43472 members 
Mstep: Class 4 contains 36267 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42832 members 
Mstep: Class 7 contains 44334 members 
Mstep: Class 8 contains 7367 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3817 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42212 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44587 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41801 members 
Mstep: Class 21 contains 41680 members 
Mstep: Class 22 contains 44535 members 
Mstep: Class 23 contains 45890 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45496 members 
Mstep: Class 26 contains 43853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679952.000000 Penalty: 85624.171875
Iteration 188Q: 27 clusters Score -1.0668e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46634 members 
Mstep: Class 3 contains 43444 members 
Mstep: Class 4 contains 36253 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42896 members 
Mstep: Class 7 contains 44336 members 
Mstep: Class 8 contains 7365 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42252 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44551 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41799 members 
Mstep: Class 21 contains 41678 members 
Mstep: Class 22 contains 44535 members 
Mstep: Class 23 contains 45893 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45457 members 
Mstep: Class 26 contains 43910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680288.000000 Penalty: 85624.171875
Iteration 189Q: 27 clusters Score -1.066803e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46593 members 
Mstep: Class 3 contains 43441 members 
Mstep: Class 4 contains 36238 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42947 members 
Mstep: Class 7 contains 44364 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3836 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42276 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44523 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41799 members 
Mstep: Class 21 contains 41689 members 
Mstep: Class 22 contains 44504 members 
Mstep: Class 23 contains 45862 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45413 members 
Mstep: Class 26 contains 43980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680504.000000 Penalty: 85624.171875
Iteration 190Q: 27 clusters Score -1.066805e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46591 members 
Mstep: Class 3 contains 43436 members 
Mstep: Class 4 contains 36224 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42964 members 
Mstep: Class 7 contains 44377 members 
Mstep: Class 8 contains 7371 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1755 members 
Mstep: Class 14 contains 3843 members 
Mstep: Class 15 contains 615 members 
Mstep: Class 16 contains 42278 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44474 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41789 members 
Mstep: Class 21 contains 41686 members 
Mstep: Class 22 contains 44480 members 
Mstep: Class 23 contains 45847 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45408 members 
Mstep: Class 26 contains 44066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680784.000000 Penalty: 85624.171875
Iteration 191Q: 27 clusters Score -1.066808e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46571 members 
Mstep: Class 3 contains 43445 members 
Mstep: Class 4 contains 36197 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42979 members 
Mstep: Class 7 contains 44405 members 
Mstep: Class 8 contains 7379 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3847 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42255 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44441 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41762 members 
Mstep: Class 21 contains 41663 members 
Mstep: Class 22 contains 44482 members 
Mstep: Class 23 contains 45812 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45402 members 
Mstep: Class 26 contains 44195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680576.000000 Penalty: 85624.171875
Iteration 192Q: 27 clusters Score -1.066806e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46580 members 
Mstep: Class 3 contains 43459 members 
Mstep: Class 4 contains 36185 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42996 members 
Mstep: Class 7 contains 44428 members 
Mstep: Class 8 contains 7369 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3852 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42257 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44372 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41754 members 
Mstep: Class 21 contains 41642 members 
Mstep: Class 22 contains 44502 members 
Mstep: Class 23 contains 45810 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45374 members 
Mstep: Class 26 contains 44255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680592.000000 Penalty: 85624.171875
Iteration 193Q: 27 clusters Score -1.066806e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46603 members 
Mstep: Class 3 contains 43462 members 
Mstep: Class 4 contains 36162 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43025 members 
Mstep: Class 7 contains 44454 members 
Mstep: Class 8 contains 7370 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3863 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42215 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44306 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41767 members 
Mstep: Class 21 contains 41604 members 
Mstep: Class 22 contains 44509 members 
Mstep: Class 23 contains 45833 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45322 members 
Mstep: Class 26 contains 44340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680352.000000 Penalty: 85624.171875
Iteration 194Q: 27 clusters Score -1.066804e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46593 members 
Mstep: Class 3 contains 43495 members 
Mstep: Class 4 contains 36160 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43042 members 
Mstep: Class 7 contains 44475 members 
Mstep: Class 8 contains 7372 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3870 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42204 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44264 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41775 members 
Mstep: Class 21 contains 41545 members 
Mstep: Class 22 contains 44524 members 
Mstep: Class 23 contains 45832 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45271 members 
Mstep: Class 26 contains 44413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680152.000000 Penalty: 85624.171875
Iteration 195Q: 27 clusters Score -1.066802e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46549 members 
Mstep: Class 3 contains 43507 members 
Mstep: Class 4 contains 36152 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43096 members 
Mstep: Class 7 contains 44511 members 
Mstep: Class 8 contains 7371 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3884 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42175 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44197 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41795 members 
Mstep: Class 21 contains 41502 members 
Mstep: Class 22 contains 44555 members 
Mstep: Class 23 contains 45823 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45239 members 
Mstep: Class 26 contains 44479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680408.000000 Penalty: 85624.171875
Iteration 196Q: 27 clusters Score -1.066804e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46537 members 
Mstep: Class 3 contains 43496 members 
Mstep: Class 4 contains 36140 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43184 members 
Mstep: Class 7 contains 44545 members 
Mstep: Class 8 contains 7372 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1753 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 42118 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44116 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41812 members 
Mstep: Class 21 contains 41476 members 
Mstep: Class 22 contains 44585 members 
Mstep: Class 23 contains 45825 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45186 members 
Mstep: Class 26 contains 44556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680648.000000 Penalty: 85624.171875
Iteration 197Q: 27 clusters Score -1.066806e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46507 members 
Mstep: Class 3 contains 43488 members 
Mstep: Class 4 contains 36132 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43236 members 
Mstep: Class 7 contains 44584 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3891 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 42090 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 44058 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41810 members 
Mstep: Class 21 contains 41457 members 
Mstep: Class 22 contains 44626 members 
Mstep: Class 23 contains 45790 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45122 members 
Mstep: Class 26 contains 44680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680512.000000 Penalty: 85624.171875
Iteration 198Q: 27 clusters Score -1.066805e+08 nChanged 2120
Entering ConstructFrom: 
Score: -106680512.000000 Penalty: 85624.171875
Entering ConstructFrom: 
Trying to split cluster 1 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -23531.537109 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -23531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22433.208984 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -22433.21 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22792.451172 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -22792.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22997.343750 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -22997.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23086.630859 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -23086.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23092.628906 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -23092.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23092.628906 Penalty: 2845.339844
	Iteration 5F: 3 clusters Score -23092.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Entering Unmasked Estep 
Score: -8748673.000000 Penalty: 2665.157959
	Iteration 0F: 2 clusters Score -8748673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -8720761.000000 Penalty: 5330.315918
	Iteration 0F: 3 clusters Score -8720761 nChanged 21317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -8732594.000000 Penalty: 5330.315918
	Iteration 1F: 3 clusters Score -8732594 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -8733223.000000 Penalty: 5330.315918
	Iteration 2Q: 3 clusters Score -8733223 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -8733803.000000 Penalty: 5330.315918
	Iteration 3Q: 3 clusters Score -8733803 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -8734627.000000 Penalty: 5330.315918
	Iteration 4Q: 3 clusters Score -8734627 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -8735510.000000 Penalty: 5330.315918
	Iteration 5Q: 3 clusters Score -8735510 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -8736665.000000 Penalty: 5330.315918
	Iteration 6F: 3 clusters Score -8736665 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -8737896.000000 Penalty: 5330.315918
	Iteration 7F: 3 clusters Score -8737896 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -8739194.000000 Penalty: 5330.315918
	Iteration 8F: 3 clusters Score -8739194 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -8740502.000000 Penalty: 5330.315918
	Iteration 9F: 3 clusters Score -8740502 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -8741909.000000 Penalty: 5330.315918
	Iteration 10F: 3 clusters Score -8741909 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -8743210.000000 Penalty: 5330.315918
	Iteration 11Q: 3 clusters Score -8743210 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8744446.000000 Penalty: 5330.315918
	Iteration 12Q: 3 clusters Score -8744446 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -8745168.000000 Penalty: 5330.315918
	Iteration 13Q: 3 clusters Score -8745168 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -8745969.000000 Penalty: 5330.315918
	Iteration 14Q: 3 clusters Score -8745969 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -8746515.000000 Penalty: 5330.315918
	Iteration 15Q: 3 clusters Score -8746515 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8746875.000000 Penalty: 5330.315918
	Iteration 16Q: 3 clusters Score -8746875 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8746854.000000 Penalty: 5330.315918
	Iteration 17Q: 3 clusters Score -8746854 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -8746745.000000 Penalty: 5330.315918
	Iteration 18Q: 3 clusters Score -8746745 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -8746622.000000 Penalty: 5330.315918
	Iteration 19Q: 3 clusters Score -8746622 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -8746554.000000 Penalty: 5330.315918
	Iteration 20F: 3 clusters Score -8746554 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -8746556.000000 Penalty: 5330.315918
	Iteration 21Q: 3 clusters Score -8746556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -8746533.000000 Penalty: 5330.315918
	Iteration 22Q: 3 clusters Score -8746533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -8746529.000000 Penalty: 5330.315918
	Iteration 23Q: 3 clusters Score -8746529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -8746549.000000 Penalty: 5330.315918
	Iteration 24Q: 3 clusters Score -8746549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -8746550.000000 Penalty: 5330.315918
	Iteration 25Q: 3 clusters Score -8746550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8746573.000000 Penalty: 5330.315918
	Iteration 26Q: 3 clusters Score -8746573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -8746575.000000 Penalty: 5330.315918
	Iteration 27Q: 3 clusters Score -8746575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -8746580.000000 Penalty: 5330.315918
	Iteration 28Q: 3 clusters Score -8746580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -8746582.000000 Penalty: 5330.315918
	Iteration 29Q: 3 clusters Score -8746582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -8746588.000000 Penalty: 5330.315918
	Iteration 30Q: 3 clusters Score -8746588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -8746588.000000 Penalty: 5330.315918
	Iteration 31F: 3 clusters Score -8746588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Entering Unmasked Estep 
Score: -8044477.500000 Penalty: 2648.705322
	Iteration 0F: 2 clusters Score -8044478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -8015755.000000 Penalty: 5297.410645
	Iteration 0F: 3 clusters Score -8015755 nChanged 20012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -8026621.500000 Penalty: 5297.410645
	Iteration 1F: 3 clusters Score -8026622 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -8027079.000000 Penalty: 5297.410645
	Iteration 2Q: 3 clusters Score -8027079 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -8027544.500000 Penalty: 5297.410645
	Iteration 3Q: 3 clusters Score -8027544 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -8028120.000000 Penalty: 5297.410645
	Iteration 4Q: 3 clusters Score -8028120 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -8029027.000000 Penalty: 5297.410645
	Iteration 5Q: 3 clusters Score -8029027 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -8030491.000000 Penalty: 5297.410645
	Iteration 6F: 3 clusters Score -8030491 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -8032626.000000 Penalty: 5297.410645
	Iteration 7F: 3 clusters Score -8032626 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -8035502.000000 Penalty: 5297.410645
	Iteration 8F: 3 clusters Score -8035502 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -8038382.500000 Penalty: 5297.410645
	Iteration 9F: 3 clusters Score -8038382 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -8040606.000000 Penalty: 5297.410645
	Iteration 10F: 3 clusters Score -8040606 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -8041956.000000 Penalty: 5297.410645
	Iteration 11Q: 3 clusters Score -8041956 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -8042674.500000 Penalty: 5297.410645
	Iteration 12Q: 3 clusters Score -8042674 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -8043048.500000 Penalty: 5297.410645
	Iteration 13Q: 3 clusters Score -8043048 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -8043196.500000 Penalty: 5297.410645
	Iteration 14Q: 3 clusters Score -8043196 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -8043303.500000 Penalty: 5297.410645
	Iteration 15Q: 3 clusters Score -8043304 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -8043380.500000 Penalty: 5297.410645
	Iteration 16Q: 3 clusters Score -8043380 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8043448.000000 Penalty: 5297.410645
	Iteration 17Q: 3 clusters Score -8043448 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8043487.500000 Penalty: 5297.410645
	Iteration 18Q: 3 clusters Score -8043488 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8043500.000000 Penalty: 5297.410645
	Iteration 19Q: 3 clusters Score -8043500 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8043491.500000 Penalty: 5297.410645
	Iteration 20F: 3 clusters Score -8043492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -8043523.500000 Penalty: 5297.410645
	Iteration 21Q: 3 clusters Score -8043524 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8043515.500000 Penalty: 5297.410645
	Iteration 22Q: 3 clusters Score -8043516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8043520.000000 Penalty: 5297.410645
	Iteration 23Q: 3 clusters Score -8043520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -8043517.000000 Penalty: 5297.410645
	Iteration 24Q: 3 clusters Score -8043517 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8043525.500000 Penalty: 5297.410645
	Iteration 25Q: 3 clusters Score -8043526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8043538.000000 Penalty: 5297.410645
	Iteration 26Q: 3 clusters Score -8043538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8043552.000000 Penalty: 5297.410645
	Iteration 27Q: 3 clusters Score -8043552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8043546.500000 Penalty: 5297.410645
	Iteration 28Q: 3 clusters Score -8043546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8043547.000000 Penalty: 5297.410645
	Iteration 29Q: 3 clusters Score -8043547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8043558.000000 Penalty: 5297.410645
	Iteration 30Q: 3 clusters Score -8043558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8043542.500000 Penalty: 5297.410645
	Iteration 31Q: 3 clusters Score -8043542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8043543.000000 Penalty: 5297.410645
	Iteration 32Q: 3 clusters Score -8043543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8043558.000000 Penalty: 5297.410645
	Iteration 33Q: 3 clusters Score -8043558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8043557.500000 Penalty: 5297.410645
	Iteration 34Q: 3 clusters Score -8043558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8043548.000000 Penalty: 5297.410645
	Iteration 35Q: 3 clusters Score -8043548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8043552.000000 Penalty: 5297.410645
	Iteration 36Q: 3 clusters Score -8043552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8043556.000000 Penalty: 5297.410645
	Iteration 37Q: 3 clusters Score -8043556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8043553.500000 Penalty: 5297.410645
	Iteration 38Q: 3 clusters Score -8043554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8043549.000000 Penalty: 5297.410645
	Iteration 39Q: 3 clusters Score -8043549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8043540.500000 Penalty: 5297.410645
	Iteration 40F: 3 clusters Score -8043540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8043542.500000 Penalty: 5297.410645
	Iteration 41Q: 3 clusters Score -8043542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8043541.500000 Penalty: 5297.410645
	Iteration 42Q: 3 clusters Score -8043542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8043539.000000 Penalty: 5297.410645
	Iteration 43Q: 3 clusters Score -8043539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8043533.000000 Penalty: 5297.410645
	Iteration 44Q: 3 clusters Score -8043533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8043521.500000 Penalty: 5297.410645
	Iteration 45Q: 3 clusters Score -8043522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8043530.000000 Penalty: 5297.410645
	Iteration 46Q: 3 clusters Score -8043530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8043523.500000 Penalty: 5297.410645
	Iteration 47Q: 3 clusters Score -8043524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -8043523.500000 Penalty: 5297.410645
	Iteration 48Q: 3 clusters Score -8043524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8043512.000000 Penalty: 5297.410645
	Iteration 49Q: 3 clusters Score -8043512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8043507.500000 Penalty: 5297.410645
	Iteration 50Q: 3 clusters Score -8043508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8043521.500000 Penalty: 5297.410645
	Iteration 51Q: 3 clusters Score -8043522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8043532.000000 Penalty: 5297.410645
	Iteration 52Q: 3 clusters Score -8043532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8043535.000000 Penalty: 5297.410645
	Iteration 53Q: 3 clusters Score -8043535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8043535.500000 Penalty: 5297.410645
	Iteration 54Q: 3 clusters Score -8043536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -8043539.000000 Penalty: 5297.410645
	Iteration 55Q: 3 clusters Score -8043539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8043540.500000 Penalty: 5297.410645
	Iteration 56Q: 3 clusters Score -8043540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8043536.000000 Penalty: 5297.410645
	Iteration 57Q: 3 clusters Score -8043536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8043532.500000 Penalty: 5297.410645
	Iteration 58Q: 3 clusters Score -8043532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8043527.000000 Penalty: 5297.410645
	Iteration 59Q: 3 clusters Score -8043527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8043528.500000 Penalty: 5297.410645
	Iteration 60F: 3 clusters Score -8043528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8043524.500000 Penalty: 5297.410645
	Iteration 61Q: 3 clusters Score -8043524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8043524.500000 Penalty: 5297.410645
	Iteration 62Q: 3 clusters Score -8043524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8043524.500000 Penalty: 5297.410645
	Iteration 63Q: 3 clusters Score -8043524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8043532.000000 Penalty: 5297.410645
	Iteration 64Q: 3 clusters Score -8043532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8043527.000000 Penalty: 5297.410645
	Iteration 65Q: 3 clusters Score -8043527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8043526.000000 Penalty: 5297.410645
	Iteration 66Q: 3 clusters Score -8043526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8043524.500000 Penalty: 5297.410645
	Iteration 67Q: 3 clusters Score -8043524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8043524.000000 Penalty: 5297.410645
	Iteration 68Q: 3 clusters Score -8043524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8043516.000000 Penalty: 5297.410645
	Iteration 69Q: 3 clusters Score -8043516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8043520.500000 Penalty: 5297.410645
	Iteration 70Q: 3 clusters Score -8043520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8043523.500000 Penalty: 5297.410645
	Iteration 71Q: 3 clusters Score -8043524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8043522.500000 Penalty: 5297.410645
	Iteration 72Q: 3 clusters Score -8043522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8043525.500000 Penalty: 5297.410645
	Iteration 73Q: 3 clusters Score -8043526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8043521.500000 Penalty: 5297.410645
	Iteration 74Q: 3 clusters Score -8043522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8043517.000000 Penalty: 5297.410645
	Iteration 75Q: 3 clusters Score -8043517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8043515.000000 Penalty: 5297.410645
	Iteration 76Q: 3 clusters Score -8043515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8043510.500000 Penalty: 5297.410645
	Iteration 77Q: 3 clusters Score -8043510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8043521.000000 Penalty: 5297.410645
	Iteration 78Q: 3 clusters Score -8043521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8043512.500000 Penalty: 5297.410645
	Iteration 79Q: 3 clusters Score -8043512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8043508.000000 Penalty: 5297.410645
	Iteration 80F: 3 clusters Score -8043508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8043513.500000 Penalty: 5297.410645
	Iteration 81Q: 3 clusters Score -8043514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8043517.000000 Penalty: 5297.410645
	Iteration 82Q: 3 clusters Score -8043517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8043529.000000 Penalty: 5297.410645
	Iteration 83Q: 3 clusters Score -8043529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8043522.500000 Penalty: 5297.410645
	Iteration 84Q: 3 clusters Score -8043522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8043532.500000 Penalty: 5297.410645
	Iteration 85Q: 3 clusters Score -8043532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -8043532.500000 Penalty: 5297.410645
	Iteration 86Q: 3 clusters Score -8043532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8043527.500000 Penalty: 5297.410645
	Iteration 87Q: 3 clusters Score -8043528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8043522.000000 Penalty: 5297.410645
	Iteration 88Q: 3 clusters Score -8043522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8043530.500000 Penalty: 5297.410645
	Iteration 89Q: 3 clusters Score -8043530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8043529.500000 Penalty: 5297.410645
	Iteration 90Q: 3 clusters Score -8043530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8043528.000000 Penalty: 5297.410645
	Iteration 91Q: 3 clusters Score -8043528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8043534.000000 Penalty: 5297.410645
	Iteration 92Q: 3 clusters Score -8043534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8043527.500000 Penalty: 5297.410645
	Iteration 93Q: 3 clusters Score -8043528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8043526.000000 Penalty: 5297.410645
	Iteration 94Q: 3 clusters Score -8043526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8043523.000000 Penalty: 5297.410645
	Iteration 95Q: 3 clusters Score -8043523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8043522.000000 Penalty: 5297.410645
	Iteration 96Q: 3 clusters Score -8043522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8043526.500000 Penalty: 5297.410645
	Iteration 97Q: 3 clusters Score -8043526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8043528.500000 Penalty: 5297.410645
	Iteration 98Q: 3 clusters Score -8043528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8043522.000000 Penalty: 5297.410645
	Iteration 99Q: 3 clusters Score -8043522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8043516.500000 Penalty: 5297.410645
	Iteration 100F: 3 clusters Score -8043516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8043522.500000 Penalty: 5297.410645
	Iteration 101Q: 3 clusters Score -8043522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8043500.000000 Penalty: 5297.410645
	Iteration 102Q: 3 clusters Score -8043500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8043508.000000 Penalty: 5297.410645
	Iteration 103Q: 3 clusters Score -8043508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8043513.500000 Penalty: 5297.410645
	Iteration 104Q: 3 clusters Score -8043514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8043508.500000 Penalty: 5297.410645
	Iteration 105Q: 3 clusters Score -8043508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8043506.500000 Penalty: 5297.410645
	Iteration 106Q: 3 clusters Score -8043506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8043511.500000 Penalty: 5297.410645
	Iteration 107Q: 3 clusters Score -8043512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8043511.500000 Penalty: 5297.410645
	Iteration 108F: 3 clusters Score -8043512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Entering Unmasked Estep 
Score: -6531603.500000 Penalty: 2602.709473
	Iteration 0F: 2 clusters Score -6531604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -6507161.500000 Penalty: 5205.418945
	Iteration 0F: 3 clusters Score -6507162 nChanged 16443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -6515914.000000 Penalty: 5205.418945
	Iteration 1F: 3 clusters Score -6515914 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -6516342.500000 Penalty: 5205.418945
	Iteration 2Q: 3 clusters Score -6516342 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -6516682.500000 Penalty: 5205.418945
	Iteration 3Q: 3 clusters Score -6516682 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -6517069.000000 Penalty: 5205.418945
	Iteration 4Q: 3 clusters Score -6517069 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -6517594.500000 Penalty: 5205.418945
	Iteration 5Q: 3 clusters Score -6517594 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -6518273.500000 Penalty: 5205.418945
	Iteration 6Q: 3 clusters Score -6518274 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -6519260.000000 Penalty: 5205.418945
	Iteration 7F: 3 clusters Score -6519260 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -6520756.500000 Penalty: 5205.418945
	Iteration 8F: 3 clusters Score -6520756 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -6522918.500000 Penalty: 5205.418945
	Iteration 9F: 3 clusters Score -6522918 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -6525296.000000 Penalty: 5205.418945
	Iteration 10F: 3 clusters Score -6525296 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6527372.000000 Penalty: 5205.418945
	Iteration 11F: 3 clusters Score -6527372 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6528506.500000 Penalty: 5205.418945
	Iteration 12Q: 3 clusters Score -6528506 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6528913.000000 Penalty: 5205.418945
	Iteration 13Q: 3 clusters Score -6528913 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6529103.000000 Penalty: 5205.418945
	Iteration 14Q: 3 clusters Score -6529103 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6529194.500000 Penalty: 5205.418945
	Iteration 15Q: 3 clusters Score -6529194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6529220.500000 Penalty: 5205.418945
	Iteration 16Q: 3 clusters Score -6529220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6529225.000000 Penalty: 5205.418945
	Iteration 17Q: 3 clusters Score -6529225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6529237.000000 Penalty: 5205.418945
	Iteration 18Q: 3 clusters Score -6529237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6529247.500000 Penalty: 5205.418945
	Iteration 19Q: 3 clusters Score -6529248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6529259.500000 Penalty: 5205.418945
	Iteration 20F: 3 clusters Score -6529260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6529263.500000 Penalty: 5205.418945
	Iteration 21Q: 3 clusters Score -6529264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6529263.000000 Penalty: 5205.418945
	Iteration 22Q: 3 clusters Score -6529263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6529263.000000 Penalty: 5205.418945
	Iteration 23F: 3 clusters Score -6529263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -48712.707031 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -48712.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47323.832031 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -47323.83 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47597.644531 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -47597.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47702.800781 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -47702.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47734.761719 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -47734.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47782.644531 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -47782.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47796.027344 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -47796.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47806.691406 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -47806.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47809.359375 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -47809.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47809.359375 Penalty: 3029.083252
	Iteration 8F: 3 clusters Score -47809.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Entering Unmasked Estep 
Score: -8109704.500000 Penalty: 2647.659424
	Iteration 0F: 2 clusters Score -8109704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -8081727.000000 Penalty: 5295.318848
	Iteration 0F: 3 clusters Score -8081727 nChanged 19856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -8092639.000000 Penalty: 5295.318848
	Iteration 1F: 3 clusters Score -8092639 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -8093257.500000 Penalty: 5295.318848
	Iteration 2Q: 3 clusters Score -8093258 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -8093776.000000 Penalty: 5295.318848
	Iteration 3Q: 3 clusters Score -8093776 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -8094627.500000 Penalty: 5295.318848
	Iteration 4Q: 3 clusters Score -8094628 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -8095836.000000 Penalty: 5295.318848
	Iteration 5F: 3 clusters Score -8095836 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -8097425.000000 Penalty: 5295.318848
	Iteration 6F: 3 clusters Score -8097425 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -8099376.000000 Penalty: 5295.318848
	Iteration 7F: 3 clusters Score -8099376 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -8101508.500000 Penalty: 5295.318848
	Iteration 8F: 3 clusters Score -8101508 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -8103559.500000 Penalty: 5295.318848
	Iteration 9F: 3 clusters Score -8103560 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -8105193.000000 Penalty: 5295.318848
	Iteration 10Q: 3 clusters Score -8105193 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8106243.000000 Penalty: 5295.318848
	Iteration 11Q: 3 clusters Score -8106243 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8106807.500000 Penalty: 5295.318848
	Iteration 12Q: 3 clusters Score -8106808 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8107057.500000 Penalty: 5295.318848
	Iteration 13Q: 3 clusters Score -8107058 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8107221.500000 Penalty: 5295.318848
	Iteration 14Q: 3 clusters Score -8107222 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8107328.000000 Penalty: 5295.318848
	Iteration 15Q: 3 clusters Score -8107328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8107377.000000 Penalty: 5295.318848
	Iteration 16Q: 3 clusters Score -8107377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8107403.000000 Penalty: 5295.318848
	Iteration 17Q: 3 clusters Score -8107403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8107419.000000 Penalty: 5295.318848
	Iteration 18Q: 3 clusters Score -8107419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8107441.000000 Penalty: 5295.318848
	Iteration 19Q: 3 clusters Score -8107441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8107440.500000 Penalty: 5295.318848
	Iteration 20F: 3 clusters Score -8107440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8107446.500000 Penalty: 5295.318848
	Iteration 21Q: 3 clusters Score -8107446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8107454.000000 Penalty: 5295.318848
	Iteration 22Q: 3 clusters Score -8107454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8107459.000000 Penalty: 5295.318848
	Iteration 23Q: 3 clusters Score -8107459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8107474.500000 Penalty: 5295.318848
	Iteration 24Q: 3 clusters Score -8107474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8107463.000000 Penalty: 5295.318848
	Iteration 25Q: 3 clusters Score -8107463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8107479.500000 Penalty: 5295.318848
	Iteration 26Q: 3 clusters Score -8107480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8107482.000000 Penalty: 5295.318848
	Iteration 27Q: 3 clusters Score -8107482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8107477.500000 Penalty: 5295.318848
	Iteration 28Q: 3 clusters Score -8107478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8107473.000000 Penalty: 5295.318848
	Iteration 29Q: 3 clusters Score -8107473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8107469.500000 Penalty: 5295.318848
	Iteration 30Q: 3 clusters Score -8107470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8107479.000000 Penalty: 5295.318848
	Iteration 31Q: 3 clusters Score -8107479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8107469.500000 Penalty: 5295.318848
	Iteration 32Q: 3 clusters Score -8107470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8107478.000000 Penalty: 5295.318848
	Iteration 33Q: 3 clusters Score -8107478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8107474.500000 Penalty: 5295.318848
	Iteration 34Q: 3 clusters Score -8107474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8107484.000000 Penalty: 5295.318848
	Iteration 35Q: 3 clusters Score -8107484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8107481.000000 Penalty: 5295.318848
	Iteration 36Q: 3 clusters Score -8107481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8107481.000000 Penalty: 5295.318848
	Iteration 37F: 3 clusters Score -8107481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Entering Unmasked Estep 
Score: -8281439.000000 Penalty: 2655.094727
	Iteration 0F: 2 clusters Score -8281439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -8252432.000000 Penalty: 5310.189453
	Iteration 0F: 3 clusters Score -8252432 nChanged 20555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -8263651.500000 Penalty: 5310.189453
	Iteration 1F: 3 clusters Score -8263652 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -8264189.500000 Penalty: 5310.189453
	Iteration 2Q: 3 clusters Score -8264190 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -8264677.000000 Penalty: 5310.189453
	Iteration 3Q: 3 clusters Score -8264677 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -8265276.000000 Penalty: 5310.189453
	Iteration 4Q: 3 clusters Score -8265276 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -8266091.000000 Penalty: 5310.189453
	Iteration 5Q: 3 clusters Score -8266091 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -8266999.500000 Penalty: 5310.189453
	Iteration 6Q: 3 clusters Score -8267000 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -8268278.500000 Penalty: 5310.189453
	Iteration 7F: 3 clusters Score -8268278 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -8269890.500000 Penalty: 5310.189453
	Iteration 8F: 3 clusters Score -8269890 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -8271702.500000 Penalty: 5310.189453
	Iteration 9F: 3 clusters Score -8271702 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -8273287.000000 Penalty: 5310.189453
	Iteration 10F: 3 clusters Score -8273287 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -8274313.500000 Penalty: 5310.189453
	Iteration 11Q: 3 clusters Score -8274314 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -8274814.000000 Penalty: 5310.189453
	Iteration 12Q: 3 clusters Score -8274814 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -8275141.000000 Penalty: 5310.189453
	Iteration 13Q: 3 clusters Score -8275141 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -8275388.500000 Penalty: 5310.189453
	Iteration 14Q: 3 clusters Score -8275388 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -8275644.500000 Penalty: 5310.189453
	Iteration 15Q: 3 clusters Score -8275644 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -8275885.500000 Penalty: 5310.189453
	Iteration 16Q: 3 clusters Score -8275886 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -8276153.000000 Penalty: 5310.189453
	Iteration 17Q: 3 clusters Score -8276153 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -8276524.000000 Penalty: 5310.189453
	Iteration 18Q: 3 clusters Score -8276524 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -8276834.500000 Penalty: 5310.189453
	Iteration 19Q: 3 clusters Score -8276834 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -8277093.500000 Penalty: 5310.189453
	Iteration 20F: 3 clusters Score -8277094 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -8277364.500000 Penalty: 5310.189453
	Iteration 21Q: 3 clusters Score -8277364 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -8277535.500000 Penalty: 5310.189453
	Iteration 22Q: 3 clusters Score -8277536 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -8277680.500000 Penalty: 5310.189453
	Iteration 23Q: 3 clusters Score -8277680 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -8277804.000000 Penalty: 5310.189453
	Iteration 24Q: 3 clusters Score -8277804 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -8277942.500000 Penalty: 5310.189453
	Iteration 25Q: 3 clusters Score -8277942 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -8278010.500000 Penalty: 5310.189453
	Iteration 26Q: 3 clusters Score -8278010 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -8278110.500000 Penalty: 5310.189453
	Iteration 27Q: 3 clusters Score -8278110 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -8278186.500000 Penalty: 5310.189453
	Iteration 28Q: 3 clusters Score -8278186 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -8278292.000000 Penalty: 5310.189453
	Iteration 29Q: 3 clusters Score -8278292 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -8278365.500000 Penalty: 5310.189453
	Iteration 30Q: 3 clusters Score -8278366 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -8278459.500000 Penalty: 5310.189453
	Iteration 31Q: 3 clusters Score -8278460 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -8278516.000000 Penalty: 5310.189453
	Iteration 32Q: 3 clusters Score -8278516 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -8278600.500000 Penalty: 5310.189453
	Iteration 33Q: 3 clusters Score -8278600 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -8278675.500000 Penalty: 5310.189453
	Iteration 34Q: 3 clusters Score -8278676 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -8278732.500000 Penalty: 5310.189453
	Iteration 35Q: 3 clusters Score -8278732 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -8278809.500000 Penalty: 5310.189453
	Iteration 36Q: 3 clusters Score -8278810 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -8278919.000000 Penalty: 5310.189453
	Iteration 37Q: 3 clusters Score -8278919 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -8278988.500000 Penalty: 5310.189453
	Iteration 38Q: 3 clusters Score -8278988 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -8279049.000000 Penalty: 5310.189453
	Iteration 39Q: 3 clusters Score -8279049 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -8279147.500000 Penalty: 5310.189453
	Iteration 40F: 3 clusters Score -8279148 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -8279242.500000 Penalty: 5310.189453
	Iteration 41Q: 3 clusters Score -8279242 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -8279337.500000 Penalty: 5310.189453
	Iteration 42Q: 3 clusters Score -8279338 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -8279393.000000 Penalty: 5310.189453
	Iteration 43Q: 3 clusters Score -8279393 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -8279464.000000 Penalty: 5310.189453
	Iteration 44Q: 3 clusters Score -8279464 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -8279511.000000 Penalty: 5310.189453
	Iteration 45Q: 3 clusters Score -8279511 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -8279604.500000 Penalty: 5310.189453
	Iteration 46Q: 3 clusters Score -8279604 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -8279669.000000 Penalty: 5310.189453
	Iteration 47Q: 3 clusters Score -8279669 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -8279726.500000 Penalty: 5310.189453
	Iteration 48Q: 3 clusters Score -8279726 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -8279766.500000 Penalty: 5310.189453
	Iteration 49Q: 3 clusters Score -8279766 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -8279771.500000 Penalty: 5310.189453
	Iteration 50Q: 3 clusters Score -8279772 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -8279785.000000 Penalty: 5310.189453
	Iteration 51Q: 3 clusters Score -8279785 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -8279817.000000 Penalty: 5310.189453
	Iteration 52Q: 3 clusters Score -8279817 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -8279835.500000 Penalty: 5310.189453
	Iteration 53Q: 3 clusters Score -8279836 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -8279859.000000 Penalty: 5310.189453
	Iteration 54Q: 3 clusters Score -8279859 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -8279864.500000 Penalty: 5310.189453
	Iteration 55Q: 3 clusters Score -8279864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -8279856.500000 Penalty: 5310.189453
	Iteration 56Q: 3 clusters Score -8279856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -8279878.500000 Penalty: 5310.189453
	Iteration 57Q: 3 clusters Score -8279878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8279886.000000 Penalty: 5310.189453
	Iteration 58Q: 3 clusters Score -8279886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -8279881.500000 Penalty: 5310.189453
	Iteration 59Q: 3 clusters Score -8279882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -8279886.000000 Penalty: 5310.189453
	Iteration 60F: 3 clusters Score -8279886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -8279900.500000 Penalty: 5310.189453
	Iteration 61Q: 3 clusters Score -8279900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -8279898.500000 Penalty: 5310.189453
	Iteration 62Q: 3 clusters Score -8279898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -8279896.500000 Penalty: 5310.189453
	Iteration 63Q: 3 clusters Score -8279896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -8279901.000000 Penalty: 5310.189453
	Iteration 64Q: 3 clusters Score -8279901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -8279881.000000 Penalty: 5310.189453
	Iteration 65Q: 3 clusters Score -8279881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -8279876.000000 Penalty: 5310.189453
	Iteration 66Q: 3 clusters Score -8279876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -8279881.500000 Penalty: 5310.189453
	Iteration 67Q: 3 clusters Score -8279882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -8279863.000000 Penalty: 5310.189453
	Iteration 68Q: 3 clusters Score -8279863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -8279849.000000 Penalty: 5310.189453
	Iteration 69Q: 3 clusters Score -8279849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -8279859.000000 Penalty: 5310.189453
	Iteration 70Q: 3 clusters Score -8279859 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -8279855.500000 Penalty: 5310.189453
	Iteration 71Q: 3 clusters Score -8279856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -8279856.000000 Penalty: 5310.189453
	Iteration 72Q: 3 clusters Score -8279856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -8279861.500000 Penalty: 5310.189453
	Iteration 73Q: 3 clusters Score -8279862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -8279865.000000 Penalty: 5310.189453
	Iteration 74Q: 3 clusters Score -8279865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -8279866.500000 Penalty: 5310.189453
	Iteration 75Q: 3 clusters Score -8279866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -8279859.000000 Penalty: 5310.189453
	Iteration 76Q: 3 clusters Score -8279859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -8279854.000000 Penalty: 5310.189453
	Iteration 77Q: 3 clusters Score -8279854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -8279859.500000 Penalty: 5310.189453
	Iteration 78Q: 3 clusters Score -8279860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -8279855.500000 Penalty: 5310.189453
	Iteration 79Q: 3 clusters Score -8279856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -8279858.500000 Penalty: 5310.189453
	Iteration 80F: 3 clusters Score -8279858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -8279860.500000 Penalty: 5310.189453
	Iteration 81Q: 3 clusters Score -8279860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8279844.000000 Penalty: 5310.189453
	Iteration 82Q: 3 clusters Score -8279844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -8279851.000000 Penalty: 5310.189453
	Iteration 83Q: 3 clusters Score -8279851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -8279845.500000 Penalty: 5310.189453
	Iteration 84Q: 3 clusters Score -8279846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -8279842.500000 Penalty: 5310.189453
	Iteration 85Q: 3 clusters Score -8279842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -8279839.000000 Penalty: 5310.189453
	Iteration 86Q: 3 clusters Score -8279839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -8279844.000000 Penalty: 5310.189453
	Iteration 87Q: 3 clusters Score -8279844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -8279844.000000 Penalty: 5310.189453
	Iteration 88Q: 3 clusters Score -8279844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -8279845.000000 Penalty: 5310.189453
	Iteration 89Q: 3 clusters Score -8279845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -8279845.500000 Penalty: 5310.189453
	Iteration 90Q: 3 clusters Score -8279846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -8279850.500000 Penalty: 5310.189453
	Iteration 91Q: 3 clusters Score -8279850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -8279853.000000 Penalty: 5310.189453
	Iteration 92Q: 3 clusters Score -8279853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -8279857.500000 Penalty: 5310.189453
	Iteration 93Q: 3 clusters Score -8279858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8279853.000000 Penalty: 5310.189453
	Iteration 94Q: 3 clusters Score -8279853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8279858.500000 Penalty: 5310.189453
	Iteration 95Q: 3 clusters Score -8279858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8279850.500000 Penalty: 5310.189453
	Iteration 96Q: 3 clusters Score -8279850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8279850.500000 Penalty: 5310.189453
	Iteration 97Q: 3 clusters Score -8279850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -8279853.000000 Penalty: 5310.189453
	Iteration 98Q: 3 clusters Score -8279853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -8279849.000000 Penalty: 5310.189453
	Iteration 99Q: 3 clusters Score -8279849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8279854.500000 Penalty: 5310.189453
	Iteration 100F: 3 clusters Score -8279854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -8279852.500000 Penalty: 5310.189453
	Iteration 101Q: 3 clusters Score -8279852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -8279851.500000 Penalty: 5310.189453
	Iteration 102Q: 3 clusters Score -8279852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -8279851.000000 Penalty: 5310.189453
	Iteration 103Q: 3 clusters Score -8279851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -8279850.000000 Penalty: 5310.189453
	Iteration 104Q: 3 clusters Score -8279850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -8279851.500000 Penalty: 5310.189453
	Iteration 105Q: 3 clusters Score -8279852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -8279851.500000 Penalty: 5310.189453
	Iteration 106F: 3 clusters Score -8279852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -1363033.625000 Penalty: 2207.775391
	Iteration 0F: 2 clusters Score -1363034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1357009.000000 Penalty: 4415.550781
	Iteration 0F: 3 clusters Score -1357009 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1358599.250000 Penalty: 4415.550781
	Iteration 1F: 3 clusters Score -1358599 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1358881.875000 Penalty: 4415.550781
	Iteration 2F: 3 clusters Score -1358882 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1359073.125000 Penalty: 4415.550781
	Iteration 3F: 3 clusters Score -1359073 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1359213.125000 Penalty: 4415.550781
	Iteration 4Q: 3 clusters Score -1359213 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1359341.750000 Penalty: 4415.550781
	Iteration 5Q: 3 clusters Score -1359342 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1359457.875000 Penalty: 4415.550781
	Iteration 6Q: 3 clusters Score -1359458 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1359559.750000 Penalty: 4415.550781
	Iteration 7Q: 3 clusters Score -1359560 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1359671.250000 Penalty: 4415.550781
	Iteration 8Q: 3 clusters Score -1359671 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1359801.250000 Penalty: 4415.550781
	Iteration 9Q: 3 clusters Score -1359801 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1359941.375000 Penalty: 4415.550781
	Iteration 10Q: 3 clusters Score -1359941 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1360084.625000 Penalty: 4415.550781
	Iteration 11Q: 3 clusters Score -1360085 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1360230.875000 Penalty: 4415.550781
	Iteration 12Q: 3 clusters Score -1360231 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1360371.750000 Penalty: 4415.550781
	Iteration 13Q: 3 clusters Score -1360372 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1360515.000000 Penalty: 4415.550781
	Iteration 14Q: 3 clusters Score -1360515 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1360655.250000 Penalty: 4415.550781
	Iteration 15Q: 3 clusters Score -1360655 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1360782.125000 Penalty: 4415.550781
	Iteration 16Q: 3 clusters Score -1360782 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1360885.875000 Penalty: 4415.550781
	Iteration 17Q: 3 clusters Score -1360886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1360957.625000 Penalty: 4415.550781
	Iteration 18Q: 3 clusters Score -1360958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1361008.875000 Penalty: 4415.550781
	Iteration 19Q: 3 clusters Score -1361009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1361048.125000 Penalty: 4415.550781
	Iteration 20F: 3 clusters Score -1361048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1361072.250000 Penalty: 4415.550781
	Iteration 21Q: 3 clusters Score -1361072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1361099.875000 Penalty: 4415.550781
	Iteration 22Q: 3 clusters Score -1361100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1361122.375000 Penalty: 4415.550781
	Iteration 23Q: 3 clusters Score -1361122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1361144.750000 Penalty: 4415.550781
	Iteration 24Q: 3 clusters Score -1361145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1361159.875000 Penalty: 4415.550781
	Iteration 25Q: 3 clusters Score -1361160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1361174.125000 Penalty: 4415.550781
	Iteration 26Q: 3 clusters Score -1361174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1361185.125000 Penalty: 4415.550781
	Iteration 27Q: 3 clusters Score -1361185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1361197.875000 Penalty: 4415.550781
	Iteration 28Q: 3 clusters Score -1361198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1361205.250000 Penalty: 4415.550781
	Iteration 29Q: 3 clusters Score -1361205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1361216.250000 Penalty: 4415.550781
	Iteration 30Q: 3 clusters Score -1361216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1361226.750000 Penalty: 4415.550781
	Iteration 31Q: 3 clusters Score -1361227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1361234.250000 Penalty: 4415.550781
	Iteration 32Q: 3 clusters Score -1361234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1361243.125000 Penalty: 4415.550781
	Iteration 33Q: 3 clusters Score -1361243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1361250.375000 Penalty: 4415.550781
	Iteration 34Q: 3 clusters Score -1361250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1361256.250000 Penalty: 4415.550781
	Iteration 35Q: 3 clusters Score -1361256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1361258.875000 Penalty: 4415.550781
	Iteration 36Q: 3 clusters Score -1361259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1361260.750000 Penalty: 4415.550781
	Iteration 37Q: 3 clusters Score -1361261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1361262.625000 Penalty: 4415.550781
	Iteration 38Q: 3 clusters Score -1361263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1361262.625000 Penalty: 4415.550781
	Iteration 39F: 3 clusters Score -1361263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -95914.945312 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -95914.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94362.929688 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -94362.93 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -94543.781250 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -94543.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -94607.484375 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -94607.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94619.203125 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -94619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94631.890625 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -94631.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94647.828125 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -94647.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94652.617188 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -94652.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -94657.609375 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -94657.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -94657.609375 Penalty: 3123.366211
	Iteration 8F: 3 clusters Score -94657.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -499197.625000 Penalty: 1966.869507
	Iteration 0F: 2 clusters Score -499197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -496060.500000 Penalty: 3933.739014
	Iteration 0F: 3 clusters Score -496060.5 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -496693.062500 Penalty: 3933.739014
	Iteration 1F: 3 clusters Score -496693.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -496822.406250 Penalty: 3933.739014
	Iteration 2F: 3 clusters Score -496822.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -496878.062500 Penalty: 3933.739014
	Iteration 3Q: 3 clusters Score -496878.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -496911.781250 Penalty: 3933.739014
	Iteration 4Q: 3 clusters Score -496911.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -496935.562500 Penalty: 3933.739014
	Iteration 5Q: 3 clusters Score -496935.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -496948.656250 Penalty: 3933.739014
	Iteration 6Q: 3 clusters Score -496948.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -496961.718750 Penalty: 3933.739014
	Iteration 7Q: 3 clusters Score -496961.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -496970.062500 Penalty: 3933.739014
	Iteration 8Q: 3 clusters Score -496970.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -496977.625000 Penalty: 3933.739014
	Iteration 9Q: 3 clusters Score -496977.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -496986.656250 Penalty: 3933.739014
	Iteration 10Q: 3 clusters Score -496986.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -496993.281250 Penalty: 3933.739014
	Iteration 11Q: 3 clusters Score -496993.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -496995.218750 Penalty: 3933.739014
	Iteration 12Q: 3 clusters Score -496995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -496999.687500 Penalty: 3933.739014
	Iteration 13Q: 3 clusters Score -496999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -496999.750000 Penalty: 3933.739014
	Iteration 14Q: 3 clusters Score -496999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -497002.593750 Penalty: 3933.739014
	Iteration 15Q: 3 clusters Score -497002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -497005.812500 Penalty: 3933.739014
	Iteration 16Q: 3 clusters Score -497005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -497008.625000 Penalty: 3933.739014
	Iteration 17Q: 3 clusters Score -497008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -497010.531250 Penalty: 3933.739014
	Iteration 18Q: 3 clusters Score -497010.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -497012.562500 Penalty: 3933.739014
	Iteration 19Q: 3 clusters Score -497012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -497013.375000 Penalty: 3933.739014
	Iteration 20F: 3 clusters Score -497013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -497014.343750 Penalty: 3933.739014
	Iteration 21Q: 3 clusters Score -497014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -497014.281250 Penalty: 3933.739014
	Iteration 22Q: 3 clusters Score -497014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -497014.843750 Penalty: 3933.739014
	Iteration 23Q: 3 clusters Score -497014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -497014.843750 Penalty: 3933.739014
	Iteration 24F: 3 clusters Score -497014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -183804.625000 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -183804.6 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 527 members 
Entering Unmasked Estep 
Score: -181769.687500 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -181769.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -182136.687500 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -182136.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -182255.984375 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -182256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -182313.171875 Penalty: 3481.127197
	Iteration 3Q: 3 clusters Score -182313.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -182345.765625 Penalty: 3481.127197
	Iteration 4Q: 3 clusters Score -182345.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -182374.421875 Penalty: 3481.127197
	Iteration 5Q: 3 clusters Score -182374.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -182396.968750 Penalty: 3481.127197
	Iteration 6Q: 3 clusters Score -182397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -182417.109375 Penalty: 3481.127197
	Iteration 7Q: 3 clusters Score -182417.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -182427.031250 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -182427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -182432.890625 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -182432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -182436.609375 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -182436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -182439.359375 Penalty: 3481.127197
	Iteration 11Q: 3 clusters Score -182439.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -182440.437500 Penalty: 3481.127197
	Iteration 12Q: 3 clusters Score -182440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -182441.515625 Penalty: 3481.127197
	Iteration 13Q: 3 clusters Score -182441.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -182441.515625 Penalty: 3481.127197
	Iteration 14F: 3 clusters Score -182441.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -95297.000000 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -95297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -93788.671875 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -93788.67 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -94044.078125 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -94044.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -94198.437500 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -94198.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -94340.898438 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -94340.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -94562.164062 Penalty: 3156.916504
	Iteration 4F: 3 clusters Score -94562.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -94712.914062 Penalty: 3156.916504
	Iteration 5F: 3 clusters Score -94712.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -94827.437500 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -94827.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -94916.500000 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -94916.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -94962.265625 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -94962.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -95000.906250 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -95000.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -95010.164062 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -95010.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -95027.593750 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -95027.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -95042.132812 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -95042.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -95043.406250 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -95043.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -95043.406250 Penalty: 3156.916504
	Iteration 14F: 3 clusters Score -95043.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -305037.781250 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -305037.8 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 865 members 
Entering Unmasked Estep 
Score: -302563.656250 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -302563.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -303000.125000 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -303000.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -303108.937500 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -303108.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -303154.468750 Penalty: 3704.948486
	Iteration 3Q: 3 clusters Score -303154.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -303186.156250 Penalty: 3704.948486
	Iteration 4Q: 3 clusters Score -303186.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -303211.062500 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -303211.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -303234.812500 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -303234.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -303256.656250 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -303256.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -303272.562500 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -303272.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -303284.437500 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -303284.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -303294.625000 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -303294.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -303305.781250 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -303305.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -303316.593750 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -303316.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -303321.656250 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -303321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -303323.843750 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -303323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -303325.093750 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -303325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -303326.000000 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -303326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -303327.093750 Penalty: 3704.948486
	Iteration 17Q: 3 clusters Score -303327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -303328.593750 Penalty: 3704.948486
	Iteration 18Q: 3 clusters Score -303328.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -303329.750000 Penalty: 3704.948486
	Iteration 19Q: 3 clusters Score -303329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -303331.343750 Penalty: 3704.948486
	Iteration 20F: 3 clusters Score -303331.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -303334.718750 Penalty: 3704.948486
	Iteration 21Q: 3 clusters Score -303334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -303337.000000 Penalty: 3704.948486
	Iteration 22Q: 3 clusters Score -303337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -303340.593750 Penalty: 3704.948486
	Iteration 23Q: 3 clusters Score -303340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -303341.312500 Penalty: 3704.948486
	Iteration 24Q: 3 clusters Score -303341.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -303341.312500 Penalty: 3704.948486
	Iteration 25F: 3 clusters Score -303341.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -727131.062500 Penalty: 2050.391113
	Iteration 0F: 2 clusters Score -727131.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -723279.125000 Penalty: 4100.782227
	Iteration 0F: 3 clusters Score -723279.1 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -724046.937500 Penalty: 4100.782227
	Iteration 1F: 3 clusters Score -724046.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -724229.562500 Penalty: 4100.782227
	Iteration 2F: 3 clusters Score -724229.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -724334.437500 Penalty: 4100.782227
	Iteration 3Q: 3 clusters Score -724334.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -724413.000000 Penalty: 4100.782227
	Iteration 4Q: 3 clusters Score -724413 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -724470.000000 Penalty: 4100.782227
	Iteration 5Q: 3 clusters Score -724470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -724516.062500 Penalty: 4100.782227
	Iteration 6Q: 3 clusters Score -724516.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -724567.125000 Penalty: 4100.782227
	Iteration 7Q: 3 clusters Score -724567.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -724616.125000 Penalty: 4100.782227
	Iteration 8Q: 3 clusters Score -724616.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -724656.375000 Penalty: 4100.782227
	Iteration 9Q: 3 clusters Score -724656.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -724693.500000 Penalty: 4100.782227
	Iteration 10Q: 3 clusters Score -724693.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -724718.187500 Penalty: 4100.782227
	Iteration 11Q: 3 clusters Score -724718.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -724749.437500 Penalty: 4100.782227
	Iteration 12Q: 3 clusters Score -724749.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -724781.125000 Penalty: 4100.782227
	Iteration 13Q: 3 clusters Score -724781.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -724810.687500 Penalty: 4100.782227
	Iteration 14Q: 3 clusters Score -724810.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -724833.875000 Penalty: 4100.782227
	Iteration 15Q: 3 clusters Score -724833.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -724854.687500 Penalty: 4100.782227
	Iteration 16Q: 3 clusters Score -724854.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -724875.125000 Penalty: 4100.782227
	Iteration 17Q: 3 clusters Score -724875.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -724896.500000 Penalty: 4100.782227
	Iteration 18Q: 3 clusters Score -724896.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -724910.812500 Penalty: 4100.782227
	Iteration 19Q: 3 clusters Score -724910.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -724931.250000 Penalty: 4100.782227
	Iteration 20F: 3 clusters Score -724931.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -724947.187500 Penalty: 4100.782227
	Iteration 21Q: 3 clusters Score -724947.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -724971.375000 Penalty: 4100.782227
	Iteration 22Q: 3 clusters Score -724971.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -724994.875000 Penalty: 4100.782227
	Iteration 23Q: 3 clusters Score -724994.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -725013.937500 Penalty: 4100.782227
	Iteration 24Q: 3 clusters Score -725013.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -725033.500000 Penalty: 4100.782227
	Iteration 25Q: 3 clusters Score -725033.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -725050.187500 Penalty: 4100.782227
	Iteration 26Q: 3 clusters Score -725050.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -725063.625000 Penalty: 4100.782227
	Iteration 27Q: 3 clusters Score -725063.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -725079.250000 Penalty: 4100.782227
	Iteration 28Q: 3 clusters Score -725079.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -725096.125000 Penalty: 4100.782227
	Iteration 29Q: 3 clusters Score -725096.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -725110.875000 Penalty: 4100.782227
	Iteration 30Q: 3 clusters Score -725110.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -725126.500000 Penalty: 4100.782227
	Iteration 31Q: 3 clusters Score -725126.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -725144.437500 Penalty: 4100.782227
	Iteration 32Q: 3 clusters Score -725144.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -725155.562500 Penalty: 4100.782227
	Iteration 33Q: 3 clusters Score -725155.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -725169.500000 Penalty: 4100.782227
	Iteration 34Q: 3 clusters Score -725169.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -725180.125000 Penalty: 4100.782227
	Iteration 35Q: 3 clusters Score -725180.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -725188.500000 Penalty: 4100.782227
	Iteration 36Q: 3 clusters Score -725188.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -725194.250000 Penalty: 4100.782227
	Iteration 37Q: 3 clusters Score -725194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -725196.500000 Penalty: 4100.782227
	Iteration 38Q: 3 clusters Score -725196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -725199.687500 Penalty: 4100.782227
	Iteration 39Q: 3 clusters Score -725199.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -725201.187500 Penalty: 4100.782227
	Iteration 40F: 3 clusters Score -725201.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -109042.054688 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -109042.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107407.343750 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -107407.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107587.328125 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -107587.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107663.632812 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -107663.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107698.601562 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -107698.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107735.062500 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -107735.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -107761.468750 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -107761.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -107778.953125 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -107779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107785.601562 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -107785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -107787.781250 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -107787.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107789.320312 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -107789.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107789.320312 Penalty: 3186.735107
	Iteration 10F: 3 clusters Score -107789.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Entering Unmasked Estep 
Score: -7812188.500000 Penalty: 2640.407715
	Iteration 0F: 2 clusters Score -7812188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -7784326.500000 Penalty: 5280.815430
	Iteration 0F: 3 clusters Score -7784326 nChanged 19303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -7795188.500000 Penalty: 5280.815430
	Iteration 1F: 3 clusters Score -7795188 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -7796447.000000 Penalty: 5280.815430
	Iteration 2F: 3 clusters Score -7796447 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -7798078.000000 Penalty: 5280.815430
	Iteration 3F: 3 clusters Score -7798078 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -7799990.000000 Penalty: 5280.815430
	Iteration 4F: 3 clusters Score -7799990 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -7802131.500000 Penalty: 5280.815430
	Iteration 5F: 3 clusters Score -7802132 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -7804246.000000 Penalty: 5280.815430
	Iteration 6F: 3 clusters Score -7804246 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -7806072.500000 Penalty: 5280.815430
	Iteration 7F: 3 clusters Score -7806072 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -7807563.500000 Penalty: 5280.815430
	Iteration 8Q: 3 clusters Score -7807564 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -7808499.500000 Penalty: 5280.815430
	Iteration 9Q: 3 clusters Score -7808500 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -7809012.500000 Penalty: 5280.815430
	Iteration 10Q: 3 clusters Score -7809012 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -7809283.000000 Penalty: 5280.815430
	Iteration 11Q: 3 clusters Score -7809283 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -7809528.500000 Penalty: 5280.815430
	Iteration 12Q: 3 clusters Score -7809528 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -7809716.000000 Penalty: 5280.815430
	Iteration 13Q: 3 clusters Score -7809716 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -7809874.000000 Penalty: 5280.815430
	Iteration 14Q: 3 clusters Score -7809874 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -7810036.000000 Penalty: 5280.815430
	Iteration 15Q: 3 clusters Score -7810036 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -7810148.500000 Penalty: 5280.815430
	Iteration 16Q: 3 clusters Score -7810148 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -7810254.500000 Penalty: 5280.815430
	Iteration 17Q: 3 clusters Score -7810254 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -7810384.500000 Penalty: 5280.815430
	Iteration 18Q: 3 clusters Score -7810384 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -7810485.500000 Penalty: 5280.815430
	Iteration 19Q: 3 clusters Score -7810486 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -7810577.500000 Penalty: 5280.815430
	Iteration 20F: 3 clusters Score -7810578 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -7810666.500000 Penalty: 5280.815430
	Iteration 21Q: 3 clusters Score -7810666 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -7810735.500000 Penalty: 5280.815430
	Iteration 22Q: 3 clusters Score -7810736 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -7810799.000000 Penalty: 5280.815430
	Iteration 23Q: 3 clusters Score -7810799 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -7810839.500000 Penalty: 5280.815430
	Iteration 24Q: 3 clusters Score -7810840 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -7810859.500000 Penalty: 5280.815430
	Iteration 25Q: 3 clusters Score -7810860 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -7810879.000000 Penalty: 5280.815430
	Iteration 26Q: 3 clusters Score -7810879 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -7810923.500000 Penalty: 5280.815430
	Iteration 27Q: 3 clusters Score -7810924 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -7810941.000000 Penalty: 5280.815430
	Iteration 28Q: 3 clusters Score -7810941 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -7810959.500000 Penalty: 5280.815430
	Iteration 29Q: 3 clusters Score -7810960 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -7810949.000000 Penalty: 5280.815430
	Iteration 30Q: 3 clusters Score -7810949 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -7810968.000000 Penalty: 5280.815430
	Iteration 31Q: 3 clusters Score -7810968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -7810975.500000 Penalty: 5280.815430
	Iteration 32Q: 3 clusters Score -7810976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -7810972.500000 Penalty: 5280.815430
	Iteration 33Q: 3 clusters Score -7810972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -7810995.500000 Penalty: 5280.815430
	Iteration 34Q: 3 clusters Score -7810996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -7810982.000000 Penalty: 5280.815430
	Iteration 35Q: 3 clusters Score -7810982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -7810981.000000 Penalty: 5280.815430
	Iteration 36Q: 3 clusters Score -7810981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -7810990.500000 Penalty: 5280.815430
	Iteration 37Q: 3 clusters Score -7810990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -7810985.000000 Penalty: 5280.815430
	Iteration 38Q: 3 clusters Score -7810985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -7810997.500000 Penalty: 5280.815430
	Iteration 39Q: 3 clusters Score -7810998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -7810989.500000 Penalty: 5280.815430
	Iteration 40F: 3 clusters Score -7810990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -7811010.500000 Penalty: 5280.815430
	Iteration 41Q: 3 clusters Score -7811010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -7811012.000000 Penalty: 5280.815430
	Iteration 42Q: 3 clusters Score -7811012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -7811010.000000 Penalty: 5280.815430
	Iteration 43Q: 3 clusters Score -7811010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -7811025.000000 Penalty: 5280.815430
	Iteration 44Q: 3 clusters Score -7811025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -7811031.000000 Penalty: 5280.815430
	Iteration 45Q: 3 clusters Score -7811031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -7811030.000000 Penalty: 5280.815430
	Iteration 46Q: 3 clusters Score -7811030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -7811016.500000 Penalty: 5280.815430
	Iteration 47Q: 3 clusters Score -7811016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -7811026.000000 Penalty: 5280.815430
	Iteration 48Q: 3 clusters Score -7811026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -7811018.500000 Penalty: 5280.815430
	Iteration 49Q: 3 clusters Score -7811018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -7811016.000000 Penalty: 5280.815430
	Iteration 50Q: 3 clusters Score -7811016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -7811029.500000 Penalty: 5280.815430
	Iteration 51Q: 3 clusters Score -7811030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -7811037.500000 Penalty: 5280.815430
	Iteration 52Q: 3 clusters Score -7811038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -7811033.500000 Penalty: 5280.815430
	Iteration 53Q: 3 clusters Score -7811034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -7811022.500000 Penalty: 5280.815430
	Iteration 54Q: 3 clusters Score -7811022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -7811035.500000 Penalty: 5280.815430
	Iteration 55Q: 3 clusters Score -7811036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -7811046.500000 Penalty: 5280.815430
	Iteration 56Q: 3 clusters Score -7811046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -7811046.500000 Penalty: 5280.815430
	Iteration 57Q: 3 clusters Score -7811046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -7811042.000000 Penalty: 5280.815430
	Iteration 58Q: 3 clusters Score -7811042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -7811036.000000 Penalty: 5280.815430
	Iteration 59Q: 3 clusters Score -7811036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -7811035.000000 Penalty: 5280.815430
	Iteration 60F: 3 clusters Score -7811035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -7811031.000000 Penalty: 5280.815430
	Iteration 61Q: 3 clusters Score -7811031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -7811033.000000 Penalty: 5280.815430
	Iteration 62Q: 3 clusters Score -7811033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -7811027.000000 Penalty: 5280.815430
	Iteration 63Q: 3 clusters Score -7811027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -7811033.500000 Penalty: 5280.815430
	Iteration 64Q: 3 clusters Score -7811034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -7811028.000000 Penalty: 5280.815430
	Iteration 65Q: 3 clusters Score -7811028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -7811029.000000 Penalty: 5280.815430
	Iteration 66Q: 3 clusters Score -7811029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -7811032.000000 Penalty: 5280.815430
	Iteration 67Q: 3 clusters Score -7811032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -7811029.000000 Penalty: 5280.815430
	Iteration 68Q: 3 clusters Score -7811029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -7811034.500000 Penalty: 5280.815430
	Iteration 69Q: 3 clusters Score -7811034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -7811032.500000 Penalty: 5280.815430
	Iteration 70Q: 3 clusters Score -7811032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -7811032.000000 Penalty: 5280.815430
	Iteration 71Q: 3 clusters Score -7811032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -7811032.000000 Penalty: 5280.815430
	Iteration 72F: 3 clusters Score -7811032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -40175.597656 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -40175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -38995.433594 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -38995.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39060.531250 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -39060.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39111.054688 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -39111.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39133.097656 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -39133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39153.945312 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -39153.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39153.945312 Penalty: 2714.246094
	Iteration 5F: 3 clusters Score -39153.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Entering Unmasked Estep 
Score: -8170226.000000 Penalty: 2651.483887
	Iteration 0F: 2 clusters Score -8170226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -8141763.000000 Penalty: 5302.967773
	Iteration 0F: 3 clusters Score -8141763 nChanged 20081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -8152570.000000 Penalty: 5302.967773
	Iteration 1F: 3 clusters Score -8152570 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -8153165.500000 Penalty: 5302.967773
	Iteration 2Q: 3 clusters Score -8153166 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -8154027.000000 Penalty: 5302.967773
	Iteration 3Q: 3 clusters Score -8154027 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -8155058.000000 Penalty: 5302.967773
	Iteration 4Q: 3 clusters Score -8155058 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -8156392.500000 Penalty: 5302.967773
	Iteration 5F: 3 clusters Score -8156392 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -8157963.500000 Penalty: 5302.967773
	Iteration 6F: 3 clusters Score -8157964 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -8160124.500000 Penalty: 5302.967773
	Iteration 7F: 3 clusters Score -8160124 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -8162781.500000 Penalty: 5302.967773
	Iteration 8F: 3 clusters Score -8162782 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -8165050.000000 Penalty: 5302.967773
	Iteration 9F: 3 clusters Score -8165050 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -8166372.000000 Penalty: 5302.967773
	Iteration 10F: 3 clusters Score -8166372 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -8166997.000000 Penalty: 5302.967773
	Iteration 11Q: 3 clusters Score -8166997 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -8167346.500000 Penalty: 5302.967773
	Iteration 12Q: 3 clusters Score -8167346 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -8167592.000000 Penalty: 5302.967773
	Iteration 13Q: 3 clusters Score -8167592 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -8167772.500000 Penalty: 5302.967773
	Iteration 14Q: 3 clusters Score -8167772 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -8167832.000000 Penalty: 5302.967773
	Iteration 15Q: 3 clusters Score -8167832 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -8167875.000000 Penalty: 5302.967773
	Iteration 16Q: 3 clusters Score -8167875 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -8167923.000000 Penalty: 5302.967773
	Iteration 17Q: 3 clusters Score -8167923 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -8167974.500000 Penalty: 5302.967773
	Iteration 18Q: 3 clusters Score -8167974 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -8167981.000000 Penalty: 5302.967773
	Iteration 19Q: 3 clusters Score -8167981 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -8167997.000000 Penalty: 5302.967773
	Iteration 20F: 3 clusters Score -8167997 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -8167985.500000 Penalty: 5302.967773
	Iteration 21Q: 3 clusters Score -8167986 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -8167978.500000 Penalty: 5302.967773
	Iteration 22Q: 3 clusters Score -8167978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -8167968.500000 Penalty: 5302.967773
	Iteration 23Q: 3 clusters Score -8167968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -8167976.500000 Penalty: 5302.967773
	Iteration 24Q: 3 clusters Score -8167976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -8167977.500000 Penalty: 5302.967773
	Iteration 25Q: 3 clusters Score -8167978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -8167958.500000 Penalty: 5302.967773
	Iteration 26Q: 3 clusters Score -8167958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -8167980.000000 Penalty: 5302.967773
	Iteration 27Q: 3 clusters Score -8167980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -8167979.500000 Penalty: 5302.967773
	Iteration 28Q: 3 clusters Score -8167980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -8167983.500000 Penalty: 5302.967773
	Iteration 29Q: 3 clusters Score -8167984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -8167990.000000 Penalty: 5302.967773
	Iteration 30Q: 3 clusters Score -8167990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -8167986.000000 Penalty: 5302.967773
	Iteration 31Q: 3 clusters Score -8167986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -8167991.000000 Penalty: 5302.967773
	Iteration 32Q: 3 clusters Score -8167991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -8167982.500000 Penalty: 5302.967773
	Iteration 33Q: 3 clusters Score -8167982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -8167984.500000 Penalty: 5302.967773
	Iteration 34Q: 3 clusters Score -8167984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -8167990.000000 Penalty: 5302.967773
	Iteration 35Q: 3 clusters Score -8167990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -8167987.500000 Penalty: 5302.967773
	Iteration 36Q: 3 clusters Score -8167988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -8167984.500000 Penalty: 5302.967773
	Iteration 37Q: 3 clusters Score -8167984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -8167980.500000 Penalty: 5302.967773
	Iteration 38Q: 3 clusters Score -8167980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -8167984.000000 Penalty: 5302.967773
	Iteration 39Q: 3 clusters Score -8167984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -8167981.000000 Penalty: 5302.967773
	Iteration 40F: 3 clusters Score -8167981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -8167982.000000 Penalty: 5302.967773
	Iteration 41Q: 3 clusters Score -8167982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -8167981.000000 Penalty: 5302.967773
	Iteration 42Q: 3 clusters Score -8167981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -8167973.500000 Penalty: 5302.967773
	Iteration 43Q: 3 clusters Score -8167974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -8167969.000000 Penalty: 5302.967773
	Iteration 44Q: 3 clusters Score -8167969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -8167966.000000 Penalty: 5302.967773
	Iteration 45Q: 3 clusters Score -8167966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -8167966.500000 Penalty: 5302.967773
	Iteration 46Q: 3 clusters Score -8167966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -8167969.500000 Penalty: 5302.967773
	Iteration 47Q: 3 clusters Score -8167970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -8167968.500000 Penalty: 5302.967773
	Iteration 48Q: 3 clusters Score -8167968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -8167966.000000 Penalty: 5302.967773
	Iteration 49Q: 3 clusters Score -8167966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -8167966.500000 Penalty: 5302.967773
	Iteration 50Q: 3 clusters Score -8167966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -8167961.500000 Penalty: 5302.967773
	Iteration 51Q: 3 clusters Score -8167962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -8167961.500000 Penalty: 5302.967773
	Iteration 52F: 3 clusters Score -8167962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -103548.531250 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -103548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101809.687500 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -101809.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -102243.656250 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -102243.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -102527.640625 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -102527.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -102721.554688 Penalty: 3311.208252
	Iteration 3F: 3 clusters Score -102721.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -102854.382812 Penalty: 3311.208252
	Iteration 4F: 3 clusters Score -102854.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -102954.242188 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -102954.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -103022.070312 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -103022.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -103069.218750 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -103069.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -103097.601562 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -103097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103110.015625 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -103110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103120.929688 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -103120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103139.843750 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -103139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103158.375000 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -103158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103168.445312 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -103168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103183.375000 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -103183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103195.460938 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -103195.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103208.085938 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -103208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -103225.367188 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -103225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103260.585938 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -103260.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103316.328125 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -103316.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103356.859375 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -103356.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103387.085938 Penalty: 3311.208252
	Iteration 21Q: 3 clusters Score -103387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -103408.984375 Penalty: 3311.208252
	Iteration 22Q: 3 clusters Score -103409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -103425.710938 Penalty: 3311.208252
	Iteration 23Q: 3 clusters Score -103425.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103436.609375 Penalty: 3311.208252
	Iteration 24Q: 3 clusters Score -103436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103443.625000 Penalty: 3311.208252
	Iteration 25Q: 3 clusters Score -103443.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103446.523438 Penalty: 3311.208252
	Iteration 26Q: 3 clusters Score -103446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103448.406250 Penalty: 3311.208252
	Iteration 27Q: 3 clusters Score -103448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103450.382812 Penalty: 3311.208252
	Iteration 28Q: 3 clusters Score -103450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103450.382812 Penalty: 3311.208252
	Iteration 29F: 3 clusters Score -103450.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Entering Unmasked Estep 
Score: -7690044.500000 Penalty: 2638.976562
	Iteration 0F: 2 clusters Score -7690044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -7661720.000000 Penalty: 5277.953125
	Iteration 0F: 3 clusters Score -7661720 nChanged 19258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -7672277.500000 Penalty: 5277.953125
	Iteration 1F: 3 clusters Score -7672278 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -7672751.500000 Penalty: 5277.953125
	Iteration 2Q: 3 clusters Score -7672752 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -7673261.000000 Penalty: 5277.953125
	Iteration 3Q: 3 clusters Score -7673261 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -7673808.000000 Penalty: 5277.953125
	Iteration 4Q: 3 clusters Score -7673808 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -7674487.000000 Penalty: 5277.953125
	Iteration 5Q: 3 clusters Score -7674487 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -7675380.500000 Penalty: 5277.953125
	Iteration 6Q: 3 clusters Score -7675380 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -7676621.000000 Penalty: 5277.953125
	Iteration 7Q: 3 clusters Score -7676621 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -7678347.000000 Penalty: 5277.953125
	Iteration 8F: 3 clusters Score -7678347 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -7680468.500000 Penalty: 5277.953125
	Iteration 9F: 3 clusters Score -7680468 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -7682344.000000 Penalty: 5277.953125
	Iteration 10F: 3 clusters Score -7682344 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -7683436.000000 Penalty: 5277.953125
	Iteration 11Q: 3 clusters Score -7683436 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -7683939.500000 Penalty: 5277.953125
	Iteration 12Q: 3 clusters Score -7683940 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -7684274.000000 Penalty: 5277.953125
	Iteration 13Q: 3 clusters Score -7684274 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -7684511.500000 Penalty: 5277.953125
	Iteration 14Q: 3 clusters Score -7684512 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -7684788.500000 Penalty: 5277.953125
	Iteration 15Q: 3 clusters Score -7684788 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -7685064.000000 Penalty: 5277.953125
	Iteration 16Q: 3 clusters Score -7685064 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -7685320.500000 Penalty: 5277.953125
	Iteration 17Q: 3 clusters Score -7685320 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -7685590.500000 Penalty: 5277.953125
	Iteration 18Q: 3 clusters Score -7685590 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -7685803.000000 Penalty: 5277.953125
	Iteration 19Q: 3 clusters Score -7685803 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -7685975.000000 Penalty: 5277.953125
	Iteration 20F: 3 clusters Score -7685975 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -7686117.500000 Penalty: 5277.953125
	Iteration 21Q: 3 clusters Score -7686118 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -7686263.500000 Penalty: 5277.953125
	Iteration 22Q: 3 clusters Score -7686264 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -7686385.000000 Penalty: 5277.953125
	Iteration 23Q: 3 clusters Score -7686385 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -7686509.500000 Penalty: 5277.953125
	Iteration 24Q: 3 clusters Score -7686510 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -7686610.500000 Penalty: 5277.953125
	Iteration 25Q: 3 clusters Score -7686610 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -7686730.000000 Penalty: 5277.953125
	Iteration 26Q: 3 clusters Score -7686730 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -7686843.500000 Penalty: 5277.953125
	Iteration 27Q: 3 clusters Score -7686844 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -7686920.000000 Penalty: 5277.953125
	Iteration 28Q: 3 clusters Score -7686920 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -7686988.000000 Penalty: 5277.953125
	Iteration 29Q: 3 clusters Score -7686988 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -7687083.500000 Penalty: 5277.953125
	Iteration 30Q: 3 clusters Score -7687084 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -7687151.500000 Penalty: 5277.953125
	Iteration 31Q: 3 clusters Score -7687152 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -7687175.500000 Penalty: 5277.953125
	Iteration 32Q: 3 clusters Score -7687176 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -7687241.000000 Penalty: 5277.953125
	Iteration 33Q: 3 clusters Score -7687241 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -7687297.500000 Penalty: 5277.953125
	Iteration 34Q: 3 clusters Score -7687298 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -7687344.500000 Penalty: 5277.953125
	Iteration 35Q: 3 clusters Score -7687344 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -7687410.500000 Penalty: 5277.953125
	Iteration 36Q: 3 clusters Score -7687410 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -7687447.000000 Penalty: 5277.953125
	Iteration 37Q: 3 clusters Score -7687447 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -7687483.500000 Penalty: 5277.953125
	Iteration 38Q: 3 clusters Score -7687484 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -7687531.500000 Penalty: 5277.953125
	Iteration 39Q: 3 clusters Score -7687532 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -7687578.500000 Penalty: 5277.953125
	Iteration 40F: 3 clusters Score -7687578 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -7687596.500000 Penalty: 5277.953125
	Iteration 41Q: 3 clusters Score -7687596 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -7687637.000000 Penalty: 5277.953125
	Iteration 42Q: 3 clusters Score -7687637 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -7687632.500000 Penalty: 5277.953125
	Iteration 43Q: 3 clusters Score -7687632 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -7687651.000000 Penalty: 5277.953125
	Iteration 44Q: 3 clusters Score -7687651 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -7687698.000000 Penalty: 5277.953125
	Iteration 45Q: 3 clusters Score -7687698 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -7687733.500000 Penalty: 5277.953125
	Iteration 46Q: 3 clusters Score -7687734 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -7687770.000000 Penalty: 5277.953125
	Iteration 47Q: 3 clusters Score -7687770 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -7687813.500000 Penalty: 5277.953125
	Iteration 48Q: 3 clusters Score -7687814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -7687833.000000 Penalty: 5277.953125
	Iteration 49Q: 3 clusters Score -7687833 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -7687857.500000 Penalty: 5277.953125
	Iteration 50Q: 3 clusters Score -7687858 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -7687857.000000 Penalty: 5277.953125
	Iteration 51Q: 3 clusters Score -7687857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -7687868.000000 Penalty: 5277.953125
	Iteration 52Q: 3 clusters Score -7687868 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -7687897.000000 Penalty: 5277.953125
	Iteration 53Q: 3 clusters Score -7687897 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -7687906.500000 Penalty: 5277.953125
	Iteration 54Q: 3 clusters Score -7687906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -7687908.000000 Penalty: 5277.953125
	Iteration 55Q: 3 clusters Score -7687908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -7687921.500000 Penalty: 5277.953125
	Iteration 56Q: 3 clusters Score -7687922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -7687916.000000 Penalty: 5277.953125
	Iteration 57Q: 3 clusters Score -7687916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -7687911.500000 Penalty: 5277.953125
	Iteration 58Q: 3 clusters Score -7687912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -7687923.500000 Penalty: 5277.953125
	Iteration 59Q: 3 clusters Score -7687924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -7687930.500000 Penalty: 5277.953125
	Iteration 60F: 3 clusters Score -7687930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -7687939.000000 Penalty: 5277.953125
	Iteration 61Q: 3 clusters Score -7687939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -7687940.000000 Penalty: 5277.953125
	Iteration 62Q: 3 clusters Score -7687940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -7687942.000000 Penalty: 5277.953125
	Iteration 63Q: 3 clusters Score -7687942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -7687953.500000 Penalty: 5277.953125
	Iteration 64Q: 3 clusters Score -7687954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -7687952.500000 Penalty: 5277.953125
	Iteration 65Q: 3 clusters Score -7687952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -7687973.500000 Penalty: 5277.953125
	Iteration 66Q: 3 clusters Score -7687974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -7687959.500000 Penalty: 5277.953125
	Iteration 67Q: 3 clusters Score -7687960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -7687967.500000 Penalty: 5277.953125
	Iteration 68Q: 3 clusters Score -7687968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -7687979.000000 Penalty: 5277.953125
	Iteration 69Q: 3 clusters Score -7687979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -7687973.000000 Penalty: 5277.953125
	Iteration 70Q: 3 clusters Score -7687973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -7687963.500000 Penalty: 5277.953125
	Iteration 71Q: 3 clusters Score -7687964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -7687973.000000 Penalty: 5277.953125
	Iteration 72Q: 3 clusters Score -7687973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -7687971.500000 Penalty: 5277.953125
	Iteration 73Q: 3 clusters Score -7687972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -7687963.000000 Penalty: 5277.953125
	Iteration 74Q: 3 clusters Score -7687963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -7687964.000000 Penalty: 5277.953125
	Iteration 75Q: 3 clusters Score -7687964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -7687956.500000 Penalty: 5277.953125
	Iteration 76Q: 3 clusters Score -7687956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -7687959.000000 Penalty: 5277.953125
	Iteration 77Q: 3 clusters Score -7687959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -7687965.500000 Penalty: 5277.953125
	Iteration 78Q: 3 clusters Score -7687966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -7687975.500000 Penalty: 5277.953125
	Iteration 79Q: 3 clusters Score -7687976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -7687976.500000 Penalty: 5277.953125
	Iteration 80F: 3 clusters Score -7687976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -7687987.000000 Penalty: 5277.953125
	Iteration 81Q: 3 clusters Score -7687987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -7687991.000000 Penalty: 5277.953125
	Iteration 82Q: 3 clusters Score -7687991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -7687987.500000 Penalty: 5277.953125
	Iteration 83Q: 3 clusters Score -7687988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -7687999.000000 Penalty: 5277.953125
	Iteration 84Q: 3 clusters Score -7687999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -7688008.000000 Penalty: 5277.953125
	Iteration 85Q: 3 clusters Score -7688008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -7688002.500000 Penalty: 5277.953125
	Iteration 86Q: 3 clusters Score -7688002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -7688005.500000 Penalty: 5277.953125
	Iteration 87Q: 3 clusters Score -7688006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -7688014.000000 Penalty: 5277.953125
	Iteration 88Q: 3 clusters Score -7688014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -7688013.500000 Penalty: 5277.953125
	Iteration 89Q: 3 clusters Score -7688014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -7688020.500000 Penalty: 5277.953125
	Iteration 90Q: 3 clusters Score -7688020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -7688011.500000 Penalty: 5277.953125
	Iteration 91Q: 3 clusters Score -7688012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -7688025.500000 Penalty: 5277.953125
	Iteration 92Q: 3 clusters Score -7688026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -7688022.500000 Penalty: 5277.953125
	Iteration 93Q: 3 clusters Score -7688022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -7688018.000000 Penalty: 5277.953125
	Iteration 94Q: 3 clusters Score -7688018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -7688020.500000 Penalty: 5277.953125
	Iteration 95Q: 3 clusters Score -7688020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -7688016.500000 Penalty: 5277.953125
	Iteration 96Q: 3 clusters Score -7688016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -7688017.500000 Penalty: 5277.953125
	Iteration 97Q: 3 clusters Score -7688018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -7688018.000000 Penalty: 5277.953125
	Iteration 98Q: 3 clusters Score -7688018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -7688021.500000 Penalty: 5277.953125
	Iteration 99Q: 3 clusters Score -7688022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -7688021.000000 Penalty: 5277.953125
	Iteration 100F: 3 clusters Score -7688021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -7688039.500000 Penalty: 5277.953125
	Iteration 101Q: 3 clusters Score -7688040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -7688039.500000 Penalty: 5277.953125
	Iteration 102Q: 3 clusters Score -7688040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -7688040.000000 Penalty: 5277.953125
	Iteration 103Q: 3 clusters Score -7688040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -7688045.000000 Penalty: 5277.953125
	Iteration 104Q: 3 clusters Score -7688045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -7688045.500000 Penalty: 5277.953125
	Iteration 105Q: 3 clusters Score -7688046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -7688033.500000 Penalty: 5277.953125
	Iteration 106Q: 3 clusters Score -7688034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -7688037.500000 Penalty: 5277.953125
	Iteration 107Q: 3 clusters Score -7688038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -7688039.500000 Penalty: 5277.953125
	Iteration 108Q: 3 clusters Score -7688040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -7688044.500000 Penalty: 5277.953125
	Iteration 109Q: 3 clusters Score -7688044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -7688046.500000 Penalty: 5277.953125
	Iteration 110Q: 3 clusters Score -7688046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -7688043.000000 Penalty: 5277.953125
	Iteration 111Q: 3 clusters Score -7688043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -7688043.500000 Penalty: 5277.953125
	Iteration 112Q: 3 clusters Score -7688044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -7688043.500000 Penalty: 5277.953125
	Iteration 113F: 3 clusters Score -7688044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Entering Unmasked Estep 
Score: -7622676.000000 Penalty: 2636.485107
	Iteration 0F: 2 clusters Score -7622676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -7594717.000000 Penalty: 5272.970215
	Iteration 0F: 3 clusters Score -7594717 nChanged 18877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -7605147.000000 Penalty: 5272.970215
	Iteration 1F: 3 clusters Score -7605147 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -7605673.500000 Penalty: 5272.970215
	Iteration 2Q: 3 clusters Score -7605674 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -7606348.000000 Penalty: 5272.970215
	Iteration 3Q: 3 clusters Score -7606348 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -7607340.000000 Penalty: 5272.970215
	Iteration 4Q: 3 clusters Score -7607340 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -7608942.000000 Penalty: 5272.970215
	Iteration 5F: 3 clusters Score -7608942 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -7611625.500000 Penalty: 5272.970215
	Iteration 6F: 3 clusters Score -7611626 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -7614979.500000 Penalty: 5272.970215
	Iteration 7F: 3 clusters Score -7614980 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -7617742.000000 Penalty: 5272.970215
	Iteration 8F: 3 clusters Score -7617742 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -7619285.000000 Penalty: 5272.970215
	Iteration 9Q: 3 clusters Score -7619285 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7619879.500000 Penalty: 5272.970215
	Iteration 10Q: 3 clusters Score -7619880 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -7620121.500000 Penalty: 5272.970215
	Iteration 11Q: 3 clusters Score -7620122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -7620269.000000 Penalty: 5272.970215
	Iteration 12Q: 3 clusters Score -7620269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7620311.000000 Penalty: 5272.970215
	Iteration 13Q: 3 clusters Score -7620311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -7620326.000000 Penalty: 5272.970215
	Iteration 14Q: 3 clusters Score -7620326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -7620347.500000 Penalty: 5272.970215
	Iteration 15Q: 3 clusters Score -7620348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -7620362.500000 Penalty: 5272.970215
	Iteration 16Q: 3 clusters Score -7620362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -7620372.500000 Penalty: 5272.970215
	Iteration 17Q: 3 clusters Score -7620372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -7620374.500000 Penalty: 5272.970215
	Iteration 18Q: 3 clusters Score -7620374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -7620381.000000 Penalty: 5272.970215
	Iteration 19Q: 3 clusters Score -7620381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -7620381.000000 Penalty: 5272.970215
	Iteration 20F: 3 clusters Score -7620381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Entering Unmasked Estep 
Score: -8284533.500000 Penalty: 2655.322510
	Iteration 0F: 2 clusters Score -8284534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -8255401.500000 Penalty: 5310.645020
	Iteration 0F: 3 clusters Score -8255402 nChanged 20750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -8267243.000000 Penalty: 5310.645020
	Iteration 1F: 3 clusters Score -8267243 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -8267846.500000 Penalty: 5310.645020
	Iteration 2Q: 3 clusters Score -8267846 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -8268527.000000 Penalty: 5310.645020
	Iteration 3Q: 3 clusters Score -8268527 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -8269345.500000 Penalty: 5310.645020
	Iteration 4Q: 3 clusters Score -8269346 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -8270491.500000 Penalty: 5310.645020
	Iteration 5F: 3 clusters Score -8270492 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -8272135.500000 Penalty: 5310.645020
	Iteration 6F: 3 clusters Score -8272136 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -8274347.500000 Penalty: 5310.645020
	Iteration 7F: 3 clusters Score -8274348 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -8276893.000000 Penalty: 5310.645020
	Iteration 8F: 3 clusters Score -8276893 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -8279088.500000 Penalty: 5310.645020
	Iteration 9F: 3 clusters Score -8279088 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -8280755.000000 Penalty: 5310.645020
	Iteration 10Q: 3 clusters Score -8280755 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -8281658.000000 Penalty: 5310.645020
	Iteration 11Q: 3 clusters Score -8281658 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -8281996.500000 Penalty: 5310.645020
	Iteration 12Q: 3 clusters Score -8281996 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -8282165.500000 Penalty: 5310.645020
	Iteration 13Q: 3 clusters Score -8282166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -8282253.500000 Penalty: 5310.645020
	Iteration 14Q: 3 clusters Score -8282254 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8282320.500000 Penalty: 5310.645020
	Iteration 15Q: 3 clusters Score -8282320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8282348.000000 Penalty: 5310.645020
	Iteration 16Q: 3 clusters Score -8282348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -8282370.000000 Penalty: 5310.645020
	Iteration 17Q: 3 clusters Score -8282370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -8282398.500000 Penalty: 5310.645020
	Iteration 18Q: 3 clusters Score -8282398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -8282401.500000 Penalty: 5310.645020
	Iteration 19Q: 3 clusters Score -8282402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -8282412.500000 Penalty: 5310.645020
	Iteration 20F: 3 clusters Score -8282412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -8282419.500000 Penalty: 5310.645020
	Iteration 21Q: 3 clusters Score -8282420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8282420.000000 Penalty: 5310.645020
	Iteration 22Q: 3 clusters Score -8282420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8282423.000000 Penalty: 5310.645020
	Iteration 23Q: 3 clusters Score -8282423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -8282417.500000 Penalty: 5310.645020
	Iteration 24Q: 3 clusters Score -8282418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -8282415.500000 Penalty: 5310.645020
	Iteration 25Q: 3 clusters Score -8282416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -8282426.000000 Penalty: 5310.645020
	Iteration 26Q: 3 clusters Score -8282426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -8282424.000000 Penalty: 5310.645020
	Iteration 27Q: 3 clusters Score -8282424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -8282424.000000 Penalty: 5310.645020
	Iteration 28F: 3 clusters Score -8282424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Entering Unmasked Estep 
Score: -8538572.000000 Penalty: 2661.312744
	Iteration 0F: 2 clusters Score -8538572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -8509770.000000 Penalty: 5322.625488
	Iteration 0F: 3 clusters Score -8509770 nChanged 20935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -8521043.000000 Penalty: 5322.625488
	Iteration 1F: 3 clusters Score -8521043 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -8521491.000000 Penalty: 5322.625488
	Iteration 2Q: 3 clusters Score -8521491 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -8521869.000000 Penalty: 5322.625488
	Iteration 3Q: 3 clusters Score -8521869 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -8522192.000000 Penalty: 5322.625488
	Iteration 4Q: 3 clusters Score -8522192 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -8522497.000000 Penalty: 5322.625488
	Iteration 5Q: 3 clusters Score -8522497 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -8522897.000000 Penalty: 5322.625488
	Iteration 6Q: 3 clusters Score -8522897 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -8523399.000000 Penalty: 5322.625488
	Iteration 7Q: 3 clusters Score -8523399 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -8524048.000000 Penalty: 5322.625488
	Iteration 8Q: 3 clusters Score -8524048 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -8525166.000000 Penalty: 5322.625488
	Iteration 9Q: 3 clusters Score -8525166 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -8526803.000000 Penalty: 5322.625488
	Iteration 10F: 3 clusters Score -8526803 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -8529054.000000 Penalty: 5322.625488
	Iteration 11F: 3 clusters Score -8529054 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -8531583.000000 Penalty: 5322.625488
	Iteration 12F: 3 clusters Score -8531583 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8533892.000000 Penalty: 5322.625488
	Iteration 13F: 3 clusters Score -8533892 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8535174.000000 Penalty: 5322.625488
	Iteration 14Q: 3 clusters Score -8535174 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -8535669.000000 Penalty: 5322.625488
	Iteration 15Q: 3 clusters Score -8535669 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8535965.000000 Penalty: 5322.625488
	Iteration 16Q: 3 clusters Score -8535965 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -8536082.000000 Penalty: 5322.625488
	Iteration 17Q: 3 clusters Score -8536082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -8536120.000000 Penalty: 5322.625488
	Iteration 18Q: 3 clusters Score -8536120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -8536177.000000 Penalty: 5322.625488
	Iteration 19Q: 3 clusters Score -8536177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8536224.000000 Penalty: 5322.625488
	Iteration 20F: 3 clusters Score -8536224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8536253.000000 Penalty: 5322.625488
	Iteration 21Q: 3 clusters Score -8536253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -8536261.000000 Penalty: 5322.625488
	Iteration 22Q: 3 clusters Score -8536261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -8536258.000000 Penalty: 5322.625488
	Iteration 23Q: 3 clusters Score -8536258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -8536270.000000 Penalty: 5322.625488
	Iteration 24Q: 3 clusters Score -8536270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -8536285.000000 Penalty: 5322.625488
	Iteration 25Q: 3 clusters Score -8536285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8536290.000000 Penalty: 5322.625488
	Iteration 26Q: 3 clusters Score -8536290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -8536278.000000 Penalty: 5322.625488
	Iteration 27Q: 3 clusters Score -8536278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -8536289.000000 Penalty: 5322.625488
	Iteration 28Q: 3 clusters Score -8536289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -8536293.000000 Penalty: 5322.625488
	Iteration 29Q: 3 clusters Score -8536293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -8536293.000000 Penalty: 5322.625488
	Iteration 30F: 3 clusters Score -8536293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -127269.539062 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -127269.5 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 443 members 
Entering Unmasked Estep 
Score: -125538.453125 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -125538.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -125961.625000 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -125961.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -126193.757812 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -126193.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -126356.187500 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -126356.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -126501.781250 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -126501.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -126676.781250 Penalty: 3350.861328
	Iteration 5F: 3 clusters Score -126676.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -126924.750000 Penalty: 3350.861328
	Iteration 6F: 3 clusters Score -126924.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -127112.117188 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -127112.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -127328.789062 Penalty: 3350.861328
	Iteration 8F: 3 clusters Score -127328.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -127577.617188 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -127577.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -127712.593750 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -127712.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127769.031250 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -127769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -127784.757812 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -127784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -127792.046875 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -127792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -127799.375000 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -127799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127811.953125 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -127812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -127820.281250 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -127820.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -127820.281250 Penalty: 3350.861328
	Iteration 17F: 3 clusters Score -127820.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46472 members 
Mstep: Class 3 contains 43489 members 
Mstep: Class 4 contains 36127 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43306 members 
Mstep: Class 7 contains 44624 members 
Mstep: Class 8 contains 7349 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 42058 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43979 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41816 members 
Mstep: Class 21 contains 41398 members 
Mstep: Class 22 contains 44665 members 
Mstep: Class 23 contains 45757 members 
Mstep: Class 24 contains 402 members 
Mstep: Class 25 contains 45110 members 
Mstep: Class 26 contains 44788 members 
Mstep: Class 27 contains 457 members 
Entering Unmasked Estep 
Score: -106679312.000000 Penalty: 88917.406250
Splitting cluster 24 changes total score from -106680512.000000 to -106679312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (45110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Entering Unmasked Estep 
Score: -8357953.500000 Penalty: 2657.781006
	Iteration 0F: 2 clusters Score -8357954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -8328532.500000 Penalty: 5315.562012
	Iteration 0F: 3 clusters Score -8328532 nChanged 20578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -8339781.000000 Penalty: 5315.562012
	Iteration 1F: 3 clusters Score -8339781 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -8340317.500000 Penalty: 5315.562012
	Iteration 2Q: 3 clusters Score -8340318 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -8340970.500000 Penalty: 5315.562012
	Iteration 3Q: 3 clusters Score -8340970 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -8341656.500000 Penalty: 5315.562012
	Iteration 4Q: 3 clusters Score -8341656 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -8342892.000000 Penalty: 5315.562012
	Iteration 5F: 3 clusters Score -8342892 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -8344559.000000 Penalty: 5315.562012
	Iteration 6F: 3 clusters Score -8344559 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -8346888.500000 Penalty: 5315.562012
	Iteration 7F: 3 clusters Score -8346888 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -8349549.500000 Penalty: 5315.562012
	Iteration 8F: 3 clusters Score -8349550 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -8351936.500000 Penalty: 5315.562012
	Iteration 9F: 3 clusters Score -8351936 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -8353627.500000 Penalty: 5315.562012
	Iteration 10Q: 3 clusters Score -8353628 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -8354725.500000 Penalty: 5315.562012
	Iteration 11Q: 3 clusters Score -8354726 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -8355180.000000 Penalty: 5315.562012
	Iteration 12Q: 3 clusters Score -8355180 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -8355471.500000 Penalty: 5315.562012
	Iteration 13Q: 3 clusters Score -8355472 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -8355637.500000 Penalty: 5315.562012
	Iteration 14Q: 3 clusters Score -8355638 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8355710.000000 Penalty: 5315.562012
	Iteration 15Q: 3 clusters Score -8355710 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8355795.000000 Penalty: 5315.562012
	Iteration 16Q: 3 clusters Score -8355795 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -8355842.000000 Penalty: 5315.562012
	Iteration 17Q: 3 clusters Score -8355842 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -8355867.000000 Penalty: 5315.562012
	Iteration 18Q: 3 clusters Score -8355867 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -8355879.000000 Penalty: 5315.562012
	Iteration 19Q: 3 clusters Score -8355879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8355887.500000 Penalty: 5315.562012
	Iteration 20F: 3 clusters Score -8355888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8355890.000000 Penalty: 5315.562012
	Iteration 21Q: 3 clusters Score -8355890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -8355909.500000 Penalty: 5315.562012
	Iteration 22Q: 3 clusters Score -8355910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -8355916.500000 Penalty: 5315.562012
	Iteration 23Q: 3 clusters Score -8355916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8355909.500000 Penalty: 5315.562012
	Iteration 24Q: 3 clusters Score -8355910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8355924.000000 Penalty: 5315.562012
	Iteration 25Q: 3 clusters Score -8355924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -8355925.500000 Penalty: 5315.562012
	Iteration 26Q: 3 clusters Score -8355926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -8355927.000000 Penalty: 5315.562012
	Iteration 27Q: 3 clusters Score -8355927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8355935.500000 Penalty: 5315.562012
	Iteration 28Q: 3 clusters Score -8355936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -8355938.500000 Penalty: 5315.562012
	Iteration 29Q: 3 clusters Score -8355938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -8355941.000000 Penalty: 5315.562012
	Iteration 30Q: 3 clusters Score -8355941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -8355930.500000 Penalty: 5315.562012
	Iteration 31Q: 3 clusters Score -8355930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -8355933.500000 Penalty: 5315.562012
	Iteration 32Q: 3 clusters Score -8355934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8355942.000000 Penalty: 5315.562012
	Iteration 33Q: 3 clusters Score -8355942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8355949.000000 Penalty: 5315.562012
	Iteration 34Q: 3 clusters Score -8355949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -8355935.500000 Penalty: 5315.562012
	Iteration 35Q: 3 clusters Score -8355936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -8355932.500000 Penalty: 5315.562012
	Iteration 36Q: 3 clusters Score -8355932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -8355940.500000 Penalty: 5315.562012
	Iteration 37Q: 3 clusters Score -8355940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -8355931.500000 Penalty: 5315.562012
	Iteration 38Q: 3 clusters Score -8355932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -8355931.500000 Penalty: 5315.562012
	Iteration 39F: 3 clusters Score -8355932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (44788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Entering Unmasked Estep 
Score: -8381390.000000 Penalty: 2656.004639
	Iteration 0F: 2 clusters Score -8381390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -8353610.000000 Penalty: 5312.009277
	Iteration 0F: 3 clusters Score -8353610 nChanged 20545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -8364777.500000 Penalty: 5312.009277
	Iteration 1F: 3 clusters Score -8364778 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -8365310.000000 Penalty: 5312.009277
	Iteration 2Q: 3 clusters Score -8365310 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -8365787.000000 Penalty: 5312.009277
	Iteration 3Q: 3 clusters Score -8365787 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -8366297.500000 Penalty: 5312.009277
	Iteration 4Q: 3 clusters Score -8366298 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -8366728.500000 Penalty: 5312.009277
	Iteration 5Q: 3 clusters Score -8366728 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -8367274.500000 Penalty: 5312.009277
	Iteration 6Q: 3 clusters Score -8367274 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -8368040.500000 Penalty: 5312.009277
	Iteration 7Q: 3 clusters Score -8368040 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -8369069.500000 Penalty: 5312.009277
	Iteration 8Q: 3 clusters Score -8369070 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -8370485.000000 Penalty: 5312.009277
	Iteration 9F: 3 clusters Score -8370485 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -8372022.500000 Penalty: 5312.009277
	Iteration 10F: 3 clusters Score -8372022 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -8373426.500000 Penalty: 5312.009277
	Iteration 11F: 3 clusters Score -8373426 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -8374471.500000 Penalty: 5312.009277
	Iteration 12Q: 3 clusters Score -8374472 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -8375153.500000 Penalty: 5312.009277
	Iteration 13Q: 3 clusters Score -8375154 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -8375644.500000 Penalty: 5312.009277
	Iteration 14Q: 3 clusters Score -8375644 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -8375938.000000 Penalty: 5312.009277
	Iteration 15Q: 3 clusters Score -8375938 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -8376150.500000 Penalty: 5312.009277
	Iteration 16Q: 3 clusters Score -8376150 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -8376281.500000 Penalty: 5312.009277
	Iteration 17Q: 3 clusters Score -8376282 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -8376418.000000 Penalty: 5312.009277
	Iteration 18Q: 3 clusters Score -8376418 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -8376514.000000 Penalty: 5312.009277
	Iteration 19Q: 3 clusters Score -8376514 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -8376601.000000 Penalty: 5312.009277
	Iteration 20F: 3 clusters Score -8376601 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -8376631.000000 Penalty: 5312.009277
	Iteration 21Q: 3 clusters Score -8376631 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -8376673.500000 Penalty: 5312.009277
	Iteration 22Q: 3 clusters Score -8376674 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -8376715.500000 Penalty: 5312.009277
	Iteration 23Q: 3 clusters Score -8376716 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -8376774.500000 Penalty: 5312.009277
	Iteration 24Q: 3 clusters Score -8376774 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -8376809.000000 Penalty: 5312.009277
	Iteration 25Q: 3 clusters Score -8376809 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -8376896.000000 Penalty: 5312.009277
	Iteration 26Q: 3 clusters Score -8376896 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -8376970.000000 Penalty: 5312.009277
	Iteration 27Q: 3 clusters Score -8376970 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -8377025.000000 Penalty: 5312.009277
	Iteration 28Q: 3 clusters Score -8377025 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -8377073.000000 Penalty: 5312.009277
	Iteration 29Q: 3 clusters Score -8377073 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -8377148.500000 Penalty: 5312.009277
	Iteration 30Q: 3 clusters Score -8377148 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -8377182.000000 Penalty: 5312.009277
	Iteration 31Q: 3 clusters Score -8377182 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -8377219.000000 Penalty: 5312.009277
	Iteration 32Q: 3 clusters Score -8377219 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -8377265.500000 Penalty: 5312.009277
	Iteration 33Q: 3 clusters Score -8377266 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -8377315.000000 Penalty: 5312.009277
	Iteration 34Q: 3 clusters Score -8377315 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -8377364.500000 Penalty: 5312.009277
	Iteration 35Q: 3 clusters Score -8377364 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -8377418.000000 Penalty: 5312.009277
	Iteration 36Q: 3 clusters Score -8377418 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -8377427.500000 Penalty: 5312.009277
	Iteration 37Q: 3 clusters Score -8377428 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -8377487.000000 Penalty: 5312.009277
	Iteration 38Q: 3 clusters Score -8377487 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -8377476.000000 Penalty: 5312.009277
	Iteration 39Q: 3 clusters Score -8377476 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -8377515.500000 Penalty: 5312.009277
	Iteration 40F: 3 clusters Score -8377516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -8377517.500000 Penalty: 5312.009277
	Iteration 41Q: 3 clusters Score -8377518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -8377548.000000 Penalty: 5312.009277
	Iteration 42Q: 3 clusters Score -8377548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -8377582.500000 Penalty: 5312.009277
	Iteration 43Q: 3 clusters Score -8377582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -8377596.000000 Penalty: 5312.009277
	Iteration 44Q: 3 clusters Score -8377596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -8377607.500000 Penalty: 5312.009277
	Iteration 45Q: 3 clusters Score -8377608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -8377608.000000 Penalty: 5312.009277
	Iteration 46Q: 3 clusters Score -8377608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -8377631.500000 Penalty: 5312.009277
	Iteration 47Q: 3 clusters Score -8377632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -8377656.500000 Penalty: 5312.009277
	Iteration 48Q: 3 clusters Score -8377656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -8377662.000000 Penalty: 5312.009277
	Iteration 49Q: 3 clusters Score -8377662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -8377674.000000 Penalty: 5312.009277
	Iteration 50Q: 3 clusters Score -8377674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -8377695.500000 Penalty: 5312.009277
	Iteration 51Q: 3 clusters Score -8377696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -8377710.000000 Penalty: 5312.009277
	Iteration 52Q: 3 clusters Score -8377710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -8377728.500000 Penalty: 5312.009277
	Iteration 53Q: 3 clusters Score -8377728 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -8377754.000000 Penalty: 5312.009277
	Iteration 54Q: 3 clusters Score -8377754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -8377758.000000 Penalty: 5312.009277
	Iteration 55Q: 3 clusters Score -8377758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -8377767.000000 Penalty: 5312.009277
	Iteration 56Q: 3 clusters Score -8377767 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -8377793.000000 Penalty: 5312.009277
	Iteration 57Q: 3 clusters Score -8377793 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -8377793.500000 Penalty: 5312.009277
	Iteration 58Q: 3 clusters Score -8377794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -8377812.000000 Penalty: 5312.009277
	Iteration 59Q: 3 clusters Score -8377812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -8377822.500000 Penalty: 5312.009277
	Iteration 60F: 3 clusters Score -8377822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -8377838.500000 Penalty: 5312.009277
	Iteration 61Q: 3 clusters Score -8377838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -8377848.000000 Penalty: 5312.009277
	Iteration 62Q: 3 clusters Score -8377848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -8377848.500000 Penalty: 5312.009277
	Iteration 63Q: 3 clusters Score -8377848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -8377861.000000 Penalty: 5312.009277
	Iteration 64Q: 3 clusters Score -8377861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -8377860.000000 Penalty: 5312.009277
	Iteration 65Q: 3 clusters Score -8377860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -8377884.500000 Penalty: 5312.009277
	Iteration 66Q: 3 clusters Score -8377884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -8377886.000000 Penalty: 5312.009277
	Iteration 67Q: 3 clusters Score -8377886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -8377890.000000 Penalty: 5312.009277
	Iteration 68Q: 3 clusters Score -8377890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -8377889.500000 Penalty: 5312.009277
	Iteration 69Q: 3 clusters Score -8377890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -8377895.000000 Penalty: 5312.009277
	Iteration 70Q: 3 clusters Score -8377895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -8377910.000000 Penalty: 5312.009277
	Iteration 71Q: 3 clusters Score -8377910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -8377921.500000 Penalty: 5312.009277
	Iteration 72Q: 3 clusters Score -8377922 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -8377923.500000 Penalty: 5312.009277
	Iteration 73Q: 3 clusters Score -8377924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -8377948.500000 Penalty: 5312.009277
	Iteration 74Q: 3 clusters Score -8377948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -8377958.500000 Penalty: 5312.009277
	Iteration 75Q: 3 clusters Score -8377958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -8377976.000000 Penalty: 5312.009277
	Iteration 76Q: 3 clusters Score -8377976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -8377991.000000 Penalty: 5312.009277
	Iteration 77Q: 3 clusters Score -8377991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -8378017.000000 Penalty: 5312.009277
	Iteration 78Q: 3 clusters Score -8378017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -8378026.000000 Penalty: 5312.009277
	Iteration 79Q: 3 clusters Score -8378026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -8378035.000000 Penalty: 5312.009277
	Iteration 80F: 3 clusters Score -8378035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -8378048.000000 Penalty: 5312.009277
	Iteration 81Q: 3 clusters Score -8378048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -8378057.500000 Penalty: 5312.009277
	Iteration 82Q: 3 clusters Score -8378058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -8378098.500000 Penalty: 5312.009277
	Iteration 83Q: 3 clusters Score -8378098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -8378125.000000 Penalty: 5312.009277
	Iteration 84Q: 3 clusters Score -8378125 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -8378149.500000 Penalty: 5312.009277
	Iteration 85Q: 3 clusters Score -8378150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -8378166.500000 Penalty: 5312.009277
	Iteration 86Q: 3 clusters Score -8378166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -8378181.000000 Penalty: 5312.009277
	Iteration 87Q: 3 clusters Score -8378181 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -8378200.000000 Penalty: 5312.009277
	Iteration 88Q: 3 clusters Score -8378200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -8378218.000000 Penalty: 5312.009277
	Iteration 89Q: 3 clusters Score -8378218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -8378239.500000 Penalty: 5312.009277
	Iteration 90Q: 3 clusters Score -8378240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -8378274.000000 Penalty: 5312.009277
	Iteration 91Q: 3 clusters Score -8378274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -8378276.500000 Penalty: 5312.009277
	Iteration 92Q: 3 clusters Score -8378276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -8378291.000000 Penalty: 5312.009277
	Iteration 93Q: 3 clusters Score -8378291 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -8378304.500000 Penalty: 5312.009277
	Iteration 94Q: 3 clusters Score -8378304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -8378310.000000 Penalty: 5312.009277
	Iteration 95Q: 3 clusters Score -8378310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -8378333.500000 Penalty: 5312.009277
	Iteration 96Q: 3 clusters Score -8378334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -8378356.500000 Penalty: 5312.009277
	Iteration 97Q: 3 clusters Score -8378356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -8378374.000000 Penalty: 5312.009277
	Iteration 98Q: 3 clusters Score -8378374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -8378394.500000 Penalty: 5312.009277
	Iteration 99Q: 3 clusters Score -8378394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -8378413.500000 Penalty: 5312.009277
	Iteration 100F: 3 clusters Score -8378414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -8378438.000000 Penalty: 5312.009277
	Iteration 101Q: 3 clusters Score -8378438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -8378449.500000 Penalty: 5312.009277
	Iteration 102Q: 3 clusters Score -8378450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -8378465.000000 Penalty: 5312.009277
	Iteration 103Q: 3 clusters Score -8378465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -8378468.000000 Penalty: 5312.009277
	Iteration 104Q: 3 clusters Score -8378468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -8378493.000000 Penalty: 5312.009277
	Iteration 105Q: 3 clusters Score -8378493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -8378522.000000 Penalty: 5312.009277
	Iteration 106Q: 3 clusters Score -8378522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -8378535.500000 Penalty: 5312.009277
	Iteration 107Q: 3 clusters Score -8378536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -8378529.000000 Penalty: 5312.009277
	Iteration 108Q: 3 clusters Score -8378529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -8378540.500000 Penalty: 5312.009277
	Iteration 109Q: 3 clusters Score -8378540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -8378539.500000 Penalty: 5312.009277
	Iteration 110Q: 3 clusters Score -8378540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -8378544.500000 Penalty: 5312.009277
	Iteration 111Q: 3 clusters Score -8378544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -8378549.500000 Penalty: 5312.009277
	Iteration 112Q: 3 clusters Score -8378550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -8378560.500000 Penalty: 5312.009277
	Iteration 113Q: 3 clusters Score -8378560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -8378583.000000 Penalty: 5312.009277
	Iteration 114Q: 3 clusters Score -8378583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -8378581.500000 Penalty: 5312.009277
	Iteration 115Q: 3 clusters Score -8378582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -8378594.000000 Penalty: 5312.009277
	Iteration 116Q: 3 clusters Score -8378594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -8378591.000000 Penalty: 5312.009277
	Iteration 117Q: 3 clusters Score -8378591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -8378598.000000 Penalty: 5312.009277
	Iteration 118Q: 3 clusters Score -8378598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -8378596.500000 Penalty: 5312.009277
	Iteration 119Q: 3 clusters Score -8378596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -8378606.500000 Penalty: 5312.009277
	Iteration 120F: 3 clusters Score -8378606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -8378619.500000 Penalty: 5312.009277
	Iteration 121Q: 3 clusters Score -8378620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -8378616.000000 Penalty: 5312.009277
	Iteration 122Q: 3 clusters Score -8378616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -8378611.500000 Penalty: 5312.009277
	Iteration 123Q: 3 clusters Score -8378612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -8378606.500000 Penalty: 5312.009277
	Iteration 124Q: 3 clusters Score -8378606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -8378607.000000 Penalty: 5312.009277
	Iteration 125Q: 3 clusters Score -8378607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -8378598.000000 Penalty: 5312.009277
	Iteration 126Q: 3 clusters Score -8378598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -8378604.000000 Penalty: 5312.009277
	Iteration 127Q: 3 clusters Score -8378604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -8378617.000000 Penalty: 5312.009277
	Iteration 128Q: 3 clusters Score -8378617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -8378622.000000 Penalty: 5312.009277
	Iteration 129Q: 3 clusters Score -8378622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -8378625.500000 Penalty: 5312.009277
	Iteration 130Q: 3 clusters Score -8378626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -8378639.500000 Penalty: 5312.009277
	Iteration 131Q: 3 clusters Score -8378640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -8378655.000000 Penalty: 5312.009277
	Iteration 132Q: 3 clusters Score -8378655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -8378655.000000 Penalty: 5312.009277
	Iteration 133Q: 3 clusters Score -8378655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -8378662.500000 Penalty: 5312.009277
	Iteration 134Q: 3 clusters Score -8378662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -8378681.500000 Penalty: 5312.009277
	Iteration 135Q: 3 clusters Score -8378682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -8378676.000000 Penalty: 5312.009277
	Iteration 136Q: 3 clusters Score -8378676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -8378675.500000 Penalty: 5312.009277
	Iteration 137Q: 3 clusters Score -8378676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -8378669.500000 Penalty: 5312.009277
	Iteration 138Q: 3 clusters Score -8378670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -8378671.500000 Penalty: 5312.009277
	Iteration 139Q: 3 clusters Score -8378672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -8378668.000000 Penalty: 5312.009277
	Iteration 140F: 3 clusters Score -8378668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -8378665.000000 Penalty: 5312.009277
	Iteration 141Q: 3 clusters Score -8378665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -8378669.500000 Penalty: 5312.009277
	Iteration 142Q: 3 clusters Score -8378670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -8378665.000000 Penalty: 5312.009277
	Iteration 143Q: 3 clusters Score -8378665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -8378665.000000 Penalty: 5312.009277
	Iteration 144F: 3 clusters Score -8378665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46472 members 
Mstep: Class 3 contains 43489 members 
Mstep: Class 4 contains 36127 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43306 members 
Mstep: Class 7 contains 44624 members 
Mstep: Class 8 contains 7349 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 42058 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43979 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41816 members 
Mstep: Class 21 contains 41398 members 
Mstep: Class 22 contains 44665 members 
Mstep: Class 23 contains 45757 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45110 members 
Mstep: Class 26 contains 44788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680416.000000 Penalty: 85624.171875
Iteration 199Q: 27 clusters Score -1.066804e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46400 members 
Mstep: Class 3 contains 43494 members 
Mstep: Class 4 contains 36128 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43366 members 
Mstep: Class 7 contains 44626 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 42091 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43905 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41831 members 
Mstep: Class 21 contains 41346 members 
Mstep: Class 22 contains 44713 members 
Mstep: Class 23 contains 45693 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45119 members 
Mstep: Class 26 contains 44878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680600.000000 Penalty: 85624.171875
Iteration 200F: 27 clusters Score -1.066806e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46322 members 
Mstep: Class 3 contains 43487 members 
Mstep: Class 4 contains 36123 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43444 members 
Mstep: Class 7 contains 44636 members 
Mstep: Class 8 contains 7327 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3903 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 42100 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43822 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41842 members 
Mstep: Class 21 contains 41308 members 
Mstep: Class 22 contains 44748 members 
Mstep: Class 23 contains 45666 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45124 members 
Mstep: Class 26 contains 44983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680456.000000 Penalty: 85624.171875
Iteration 201Q: 27 clusters Score -1.066805e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46249 members 
Mstep: Class 3 contains 43509 members 
Mstep: Class 4 contains 36122 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43489 members 
Mstep: Class 7 contains 44647 members 
Mstep: Class 8 contains 7327 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3904 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 42095 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43749 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41854 members 
Mstep: Class 21 contains 41272 members 
Mstep: Class 22 contains 44768 members 
Mstep: Class 23 contains 45632 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45127 members 
Mstep: Class 26 contains 45091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680400.000000 Penalty: 85624.171875
Iteration 202Q: 27 clusters Score -1.066804e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46184 members 
Mstep: Class 3 contains 43510 members 
Mstep: Class 4 contains 36130 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43541 members 
Mstep: Class 7 contains 44649 members 
Mstep: Class 8 contains 7325 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 42105 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43662 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41860 members 
Mstep: Class 21 contains 41214 members 
Mstep: Class 22 contains 44830 members 
Mstep: Class 23 contains 45601 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45142 members 
Mstep: Class 26 contains 45173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680368.000000 Penalty: 85624.171875
Iteration 203Q: 27 clusters Score -1.066804e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46075 members 
Mstep: Class 3 contains 43497 members 
Mstep: Class 4 contains 36135 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43593 members 
Mstep: Class 7 contains 44677 members 
Mstep: Class 8 contains 7330 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2778 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3919 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 42090 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43593 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41835 members 
Mstep: Class 21 contains 41170 members 
Mstep: Class 22 contains 44874 members 
Mstep: Class 23 contains 45543 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45168 members 
Mstep: Class 26 contains 45340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680504.000000 Penalty: 85624.171875
Iteration 204Q: 27 clusters Score -1.066805e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45994 members 
Mstep: Class 3 contains 43479 members 
Mstep: Class 4 contains 36142 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43625 members 
Mstep: Class 7 contains 44673 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2777 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1755 members 
Mstep: Class 14 contains 3920 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 42107 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43523 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41807 members 
Mstep: Class 21 contains 41126 members 
Mstep: Class 22 contains 44915 members 
Mstep: Class 23 contains 45517 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45197 members 
Mstep: Class 26 contains 45475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680384.000000 Penalty: 85624.171875
Iteration 205Q: 27 clusters Score -1.066804e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45924 members 
Mstep: Class 3 contains 43451 members 
Mstep: Class 4 contains 36140 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43646 members 
Mstep: Class 7 contains 44674 members 
Mstep: Class 8 contains 7333 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3916 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 42097 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43456 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41777 members 
Mstep: Class 21 contains 41091 members 
Mstep: Class 22 contains 44952 members 
Mstep: Class 23 contains 45501 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45219 members 
Mstep: Class 26 contains 45662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680664.000000 Penalty: 85624.171875
Iteration 206Q: 27 clusters Score -1.066807e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45838 members 
Mstep: Class 3 contains 43426 members 
Mstep: Class 4 contains 36131 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43696 members 
Mstep: Class 7 contains 44666 members 
Mstep: Class 8 contains 7336 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2771 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3926 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 42074 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 43377 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41764 members 
Mstep: Class 21 contains 41037 members 
Mstep: Class 22 contains 44991 members 
Mstep: Class 23 contains 45495 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45256 members 
Mstep: Class 26 contains 45830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680496.000000 Penalty: 85624.171875
Iteration 207Q: 27 clusters Score -1.066805e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45715 members 
Mstep: Class 3 contains 43406 members 
Mstep: Class 4 contains 36129 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43734 members 
Mstep: Class 7 contains 44656 members 
Mstep: Class 8 contains 7327 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2766 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3920 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 42065 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 43311 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41749 members 
Mstep: Class 21 contains 40978 members 
Mstep: Class 22 contains 45024 members 
Mstep: Class 23 contains 45507 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45293 members 
Mstep: Class 26 contains 46033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680368.000000 Penalty: 85624.171875
Iteration 208Q: 27 clusters Score -1.066804e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45587 members 
Mstep: Class 3 contains 43381 members 
Mstep: Class 4 contains 36113 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43732 members 
Mstep: Class 7 contains 44647 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2763 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 3919 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 42059 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 43249 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41744 members 
Mstep: Class 21 contains 40941 members 
Mstep: Class 22 contains 45080 members 
Mstep: Class 23 contains 45543 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45310 members 
Mstep: Class 26 contains 46212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680512.000000 Penalty: 85624.171875
Iteration 209Q: 27 clusters Score -1.066805e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45421 members 
Mstep: Class 3 contains 43359 members 
Mstep: Class 4 contains 36104 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43731 members 
Mstep: Class 7 contains 44637 members 
Mstep: Class 8 contains 7336 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3919 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 42049 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 43210 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41767 members 
Mstep: Class 21 contains 40931 members 
Mstep: Class 22 contains 45098 members 
Mstep: Class 23 contains 45610 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45301 members 
Mstep: Class 26 contains 46382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680424.000000 Penalty: 85624.171875
Iteration 210Q: 27 clusters Score -1.066804e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45273 members 
Mstep: Class 3 contains 43345 members 
Mstep: Class 4 contains 36101 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43727 members 
Mstep: Class 7 contains 44624 members 
Mstep: Class 8 contains 7334 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 42042 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 43219 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41775 members 
Mstep: Class 21 contains 40912 members 
Mstep: Class 22 contains 45113 members 
Mstep: Class 23 contains 45652 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45285 members 
Mstep: Class 26 contains 46549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680648.000000 Penalty: 85624.171875
Iteration 211Q: 27 clusters Score -1.066806e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45165 members 
Mstep: Class 3 contains 43310 members 
Mstep: Class 4 contains 36081 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43714 members 
Mstep: Class 7 contains 44601 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1753 members 
Mstep: Class 14 contains 3909 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 42037 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 43235 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41770 members 
Mstep: Class 21 contains 40903 members 
Mstep: Class 22 contains 45133 members 
Mstep: Class 23 contains 45708 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45267 members 
Mstep: Class 26 contains 46701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680728.000000 Penalty: 85624.171875
Iteration 212Q: 27 clusters Score -1.066807e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45051 members 
Mstep: Class 3 contains 43301 members 
Mstep: Class 4 contains 36084 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43672 members 
Mstep: Class 7 contains 44585 members 
Mstep: Class 8 contains 7318 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1750 members 
Mstep: Class 14 contains 3911 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 42022 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 43276 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41764 members 
Mstep: Class 21 contains 40907 members 
Mstep: Class 22 contains 45101 members 
Mstep: Class 23 contains 45780 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45269 members 
Mstep: Class 26 contains 46819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681072.000000 Penalty: 85624.171875
Iteration 213Q: 27 clusters Score -1.066811e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44911 members 
Mstep: Class 3 contains 43289 members 
Mstep: Class 4 contains 36073 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43647 members 
Mstep: Class 7 contains 44589 members 
Mstep: Class 8 contains 7309 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2756 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 3918 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 42015 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 43349 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41754 members 
Mstep: Class 21 contains 40913 members 
Mstep: Class 22 contains 45074 members 
Mstep: Class 23 contains 45839 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45257 members 
Mstep: Class 26 contains 46924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681288.000000 Penalty: 85624.171875
Iteration 214Q: 27 clusters Score -1.066813e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44752 members 
Mstep: Class 3 contains 43284 members 
Mstep: Class 4 contains 36058 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43628 members 
Mstep: Class 7 contains 44582 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3933 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 41984 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 43457 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41723 members 
Mstep: Class 21 contains 40908 members 
Mstep: Class 22 contains 45058 members 
Mstep: Class 23 contains 45898 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45272 members 
Mstep: Class 26 contains 47023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681560.000000 Penalty: 85624.171875
Iteration 215Q: 27 clusters Score -1.066816e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44624 members 
Mstep: Class 3 contains 43253 members 
Mstep: Class 4 contains 36045 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43687 members 
Mstep: Class 7 contains 44578 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 41962 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 43526 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41712 members 
Mstep: Class 21 contains 40914 members 
Mstep: Class 22 contains 45053 members 
Mstep: Class 23 contains 45929 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45280 members 
Mstep: Class 26 contains 47059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681680.000000 Penalty: 85624.171875
Iteration 216Q: 27 clusters Score -1.066817e+08 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44526 members 
Mstep: Class 3 contains 43207 members 
Mstep: Class 4 contains 36035 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43771 members 
Mstep: Class 7 contains 44567 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3955 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 41887 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 43614 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41713 members 
Mstep: Class 21 contains 40904 members 
Mstep: Class 22 contains 45039 members 
Mstep: Class 23 contains 45994 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45268 members 
Mstep: Class 26 contains 47079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681920.000000 Penalty: 85624.171875
Iteration 217Q: 27 clusters Score -1.066819e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44470 members 
Mstep: Class 3 contains 43180 members 
Mstep: Class 4 contains 36026 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43845 members 
Mstep: Class 7 contains 44576 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3961 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 41822 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 43710 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41701 members 
Mstep: Class 21 contains 40891 members 
Mstep: Class 22 contains 45021 members 
Mstep: Class 23 contains 46065 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45266 members 
Mstep: Class 26 contains 47031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681664.000000 Penalty: 85624.171875
Iteration 218Q: 27 clusters Score -1.066817e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44431 members 
Mstep: Class 3 contains 43176 members 
Mstep: Class 4 contains 36020 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43865 members 
Mstep: Class 7 contains 44572 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3979 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 41800 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 43789 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 40879 members 
Mstep: Class 22 contains 44961 members 
Mstep: Class 23 contains 46103 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45255 members 
Mstep: Class 26 contains 47042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681832.000000 Penalty: 85624.171875
Iteration 219Q: 27 clusters Score -1.066818e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44418 members 
Mstep: Class 3 contains 43153 members 
Mstep: Class 4 contains 35994 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43816 members 
Mstep: Class 7 contains 44599 members 
Mstep: Class 8 contains 7288 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3986 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 41806 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 43907 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41677 members 
Mstep: Class 21 contains 40846 members 
Mstep: Class 22 contains 44906 members 
Mstep: Class 23 contains 46116 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45273 members 
Mstep: Class 26 contains 47079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681440.000000 Penalty: 85624.171875
Iteration 220F: 27 clusters Score -1.066814e+08 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44410 members 
Mstep: Class 3 contains 43127 members 
Mstep: Class 4 contains 35984 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43776 members 
Mstep: Class 7 contains 44624 members 
Mstep: Class 8 contains 7280 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 41798 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 43993 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41629 members 
Mstep: Class 21 contains 40834 members 
Mstep: Class 22 contains 44874 members 
Mstep: Class 23 contains 46160 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45258 members 
Mstep: Class 26 contains 47119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681592.000000 Penalty: 85624.171875
Iteration 221Q: 27 clusters Score -1.066816e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44303 members 
Mstep: Class 3 contains 43114 members 
Mstep: Class 4 contains 35970 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43745 members 
Mstep: Class 7 contains 44631 members 
Mstep: Class 8 contains 7284 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4011 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 41805 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 44073 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41606 members 
Mstep: Class 21 contains 40824 members 
Mstep: Class 22 contains 44885 members 
Mstep: Class 23 contains 46184 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45236 members 
Mstep: Class 26 contains 47193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681432.000000 Penalty: 85624.171875
Iteration 222Q: 27 clusters Score -1.066814e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44234 members 
Mstep: Class 3 contains 43079 members 
Mstep: Class 4 contains 35957 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43711 members 
Mstep: Class 7 contains 44629 members 
Mstep: Class 8 contains 7280 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4028 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 41828 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 44152 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41595 members 
Mstep: Class 21 contains 40818 members 
Mstep: Class 22 contains 44859 members 
Mstep: Class 23 contains 46190 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45215 members 
Mstep: Class 26 contains 47290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681488.000000 Penalty: 85624.171875
Iteration 223Q: 27 clusters Score -1.066815e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44143 members 
Mstep: Class 3 contains 43057 members 
Mstep: Class 4 contains 35952 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43708 members 
Mstep: Class 7 contains 44632 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4042 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 41826 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 44213 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41582 members 
Mstep: Class 21 contains 40833 members 
Mstep: Class 22 contains 44812 members 
Mstep: Class 23 contains 46211 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45159 members 
Mstep: Class 26 contains 47429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681856.000000 Penalty: 85624.171875
Iteration 224Q: 27 clusters Score -1.066819e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44091 members 
Mstep: Class 3 contains 43063 members 
Mstep: Class 4 contains 35943 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43684 members 
Mstep: Class 7 contains 44623 members 
Mstep: Class 8 contains 7259 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2749 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 41829 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 44269 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41567 members 
Mstep: Class 21 contains 40828 members 
Mstep: Class 22 contains 44785 members 
Mstep: Class 23 contains 46225 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45095 members 
Mstep: Class 26 contains 47553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681816.000000 Penalty: 85624.171875
Iteration 225Q: 27 clusters Score -1.066818e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44029 members 
Mstep: Class 3 contains 43047 members 
Mstep: Class 4 contains 35931 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43641 members 
Mstep: Class 7 contains 44634 members 
Mstep: Class 8 contains 7266 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4057 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 41800 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 44324 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41556 members 
Mstep: Class 21 contains 40816 members 
Mstep: Class 22 contains 44787 members 
Mstep: Class 23 contains 46275 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45058 members 
Mstep: Class 26 contains 47648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681696.000000 Penalty: 85624.171875
Iteration 226Q: 27 clusters Score -1.066817e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43998 members 
Mstep: Class 3 contains 43027 members 
Mstep: Class 4 contains 35916 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43568 members 
Mstep: Class 7 contains 44626 members 
Mstep: Class 8 contains 7260 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 41770 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 44374 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41565 members 
Mstep: Class 21 contains 40799 members 
Mstep: Class 22 contains 44755 members 
Mstep: Class 23 contains 46304 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45023 members 
Mstep: Class 26 contains 47829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681784.000000 Penalty: 85624.171875
Iteration 227Q: 27 clusters Score -1.066818e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43942 members 
Mstep: Class 3 contains 43007 members 
Mstep: Class 4 contains 35890 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43493 members 
Mstep: Class 7 contains 44652 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 41767 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 44430 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41566 members 
Mstep: Class 21 contains 40778 members 
Mstep: Class 22 contains 44775 members 
Mstep: Class 23 contains 46317 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44974 members 
Mstep: Class 26 contains 47940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681944.000000 Penalty: 85624.171875
Iteration 228Q: 27 clusters Score -1.066819e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43776 members 
Mstep: Class 3 contains 43005 members 
Mstep: Class 4 contains 35856 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43397 members 
Mstep: Class 7 contains 44676 members 
Mstep: Class 8 contains 7267 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 41791 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 44494 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41596 members 
Mstep: Class 21 contains 40766 members 
Mstep: Class 22 contains 44753 members 
Mstep: Class 23 contains 46346 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44973 members 
Mstep: Class 26 contains 48100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682088.000000 Penalty: 85624.171875
Iteration 229Q: 27 clusters Score -1.066821e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 42998 members 
Mstep: Class 4 contains 35827 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43331 members 
Mstep: Class 7 contains 44692 members 
Mstep: Class 8 contains 7270 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4082 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 41819 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 44534 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41623 members 
Mstep: Class 21 contains 40783 members 
Mstep: Class 22 contains 44730 members 
Mstep: Class 23 contains 46421 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44971 members 
Mstep: Class 26 contains 48306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681992.000000 Penalty: 85624.171875
Iteration 230Q: 27 clusters Score -1.06682e+08 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43181 members 
Mstep: Class 3 contains 42982 members 
Mstep: Class 4 contains 35810 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43306 members 
Mstep: Class 7 contains 44702 members 
Mstep: Class 8 contains 7276 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4094 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 41809 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 44571 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41646 members 
Mstep: Class 21 contains 40796 members 
Mstep: Class 22 contains 44696 members 
Mstep: Class 23 contains 46510 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44934 members 
Mstep: Class 26 contains 48560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681856.000000 Penalty: 85624.171875
Iteration 231Q: 27 clusters Score -1.066819e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42949 members 
Mstep: Class 3 contains 42919 members 
Mstep: Class 4 contains 35794 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43258 members 
Mstep: Class 7 contains 44701 members 
Mstep: Class 8 contains 7275 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2738 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4102 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 41799 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 44602 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41645 members 
Mstep: Class 21 contains 40807 members 
Mstep: Class 22 contains 44691 members 
Mstep: Class 23 contains 46605 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44892 members 
Mstep: Class 26 contains 48837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681408.000000 Penalty: 85624.171875
Iteration 232Q: 27 clusters Score -1.066814e+08 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42656 members 
Mstep: Class 3 contains 42888 members 
Mstep: Class 4 contains 35778 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43167 members 
Mstep: Class 7 contains 44711 members 
Mstep: Class 8 contains 7281 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 41808 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 44643 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41674 members 
Mstep: Class 21 contains 40789 members 
Mstep: Class 22 contains 44638 members 
Mstep: Class 23 contains 46721 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44824 members 
Mstep: Class 26 contains 49181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681360.000000 Penalty: 85624.171875
Iteration 233Q: 27 clusters Score -1.066814e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42290 members 
Mstep: Class 3 contains 42804 members 
Mstep: Class 4 contains 35775 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43057 members 
Mstep: Class 7 contains 44708 members 
Mstep: Class 8 contains 7292 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4151 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41842 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 44695 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41688 members 
Mstep: Class 21 contains 40754 members 
Mstep: Class 22 contains 44574 members 
Mstep: Class 23 contains 46889 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44750 members 
Mstep: Class 26 contains 49616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681312.000000 Penalty: 85624.171875
Iteration 234Q: 27 clusters Score -1.066813e+08 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41816 members 
Mstep: Class 3 contains 42720 members 
Mstep: Class 4 contains 35774 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42962 members 
Mstep: Class 7 contains 44667 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4169 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41876 members 
Mstep: Class 17 contains 244 members 
Mstep: Class 18 contains 44776 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41667 members 
Mstep: Class 21 contains 40723 members 
Mstep: Class 22 contains 44539 members 
Mstep: Class 23 contains 47144 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44708 members 
Mstep: Class 26 contains 50046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680800.000000 Penalty: 85624.171875
Iteration 235Q: 27 clusters Score -1.066808e+08 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41385 members 
Mstep: Class 3 contains 42599 members 
Mstep: Class 4 contains 35750 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42849 members 
Mstep: Class 7 contains 44646 members 
Mstep: Class 8 contains 7303 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2717 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4195 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41883 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 44839 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41660 members 
Mstep: Class 21 contains 40699 members 
Mstep: Class 22 contains 44505 members 
Mstep: Class 23 contains 47431 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44675 members 
Mstep: Class 26 contains 50477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680704.000000 Penalty: 85624.171875
Iteration 236Q: 27 clusters Score -1.066807e+08 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41072 members 
Mstep: Class 3 contains 42480 members 
Mstep: Class 4 contains 35727 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42730 members 
Mstep: Class 7 contains 44623 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4199 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41891 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 44948 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41644 members 
Mstep: Class 21 contains 40698 members 
Mstep: Class 22 contains 44452 members 
Mstep: Class 23 contains 47686 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44613 members 
Mstep: Class 26 contains 50837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679952.000000 Penalty: 85624.171875
Iteration 237Q: 27 clusters Score -1.0668e+08 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40741 members 
Mstep: Class 3 contains 42372 members 
Mstep: Class 4 contains 35704 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42597 members 
Mstep: Class 7 contains 44572 members 
Mstep: Class 8 contains 7306 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2709 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4221 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41983 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 45052 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41641 members 
Mstep: Class 21 contains 40711 members 
Mstep: Class 22 contains 44390 members 
Mstep: Class 23 contains 47952 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44558 members 
Mstep: Class 26 contains 51102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679376.000000 Penalty: 85624.171875
Iteration 238Q: 27 clusters Score -1.066794e+08 nChanged 4858
Entering ConstructFrom: 
Score: -106679376.000000 Penalty: 85624.171875
Entering ConstructFrom: 
Trying to split cluster 1 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -23531.537109 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -23531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22438.927734 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -22438.93 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22745.904297 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -22745.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22891.785156 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -22891.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22986.044922 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -22986.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22994.611328 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -22994.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22994.611328 Penalty: 2845.339844
	Iteration 5F: 3 clusters Score -22994.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Entering Unmasked Estep 
Score: -7625734.000000 Penalty: 2630.758057
	Iteration 0F: 2 clusters Score -7625734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -7599649.500000 Penalty: 5261.516113
	Iteration 0F: 3 clusters Score -7599650 nChanged 18504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -7609853.000000 Penalty: 5261.516113
	Iteration 1F: 3 clusters Score -7609853 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -7610628.500000 Penalty: 5261.516113
	Iteration 2Q: 3 clusters Score -7610628 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -7611553.500000 Penalty: 5261.516113
	Iteration 3F: 3 clusters Score -7611554 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -7612886.500000 Penalty: 5261.516113
	Iteration 4F: 3 clusters Score -7612886 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -7614528.500000 Penalty: 5261.516113
	Iteration 5F: 3 clusters Score -7614528 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -7616323.000000 Penalty: 5261.516113
	Iteration 6F: 3 clusters Score -7616323 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -7618234.500000 Penalty: 5261.516113
	Iteration 7F: 3 clusters Score -7618234 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -7619985.000000 Penalty: 5261.516113
	Iteration 8F: 3 clusters Score -7619985 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -7621439.500000 Penalty: 5261.516113
	Iteration 9Q: 3 clusters Score -7621440 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -7622267.000000 Penalty: 5261.516113
	Iteration 10Q: 3 clusters Score -7622267 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -7622795.000000 Penalty: 5261.516113
	Iteration 11Q: 3 clusters Score -7622795 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -7623082.500000 Penalty: 5261.516113
	Iteration 12Q: 3 clusters Score -7623082 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -7623248.000000 Penalty: 5261.516113
	Iteration 13Q: 3 clusters Score -7623248 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -7623318.000000 Penalty: 5261.516113
	Iteration 14Q: 3 clusters Score -7623318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -7623403.000000 Penalty: 5261.516113
	Iteration 15Q: 3 clusters Score -7623403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -7623454.000000 Penalty: 5261.516113
	Iteration 16Q: 3 clusters Score -7623454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -7623470.500000 Penalty: 5261.516113
	Iteration 17Q: 3 clusters Score -7623470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -7623496.000000 Penalty: 5261.516113
	Iteration 18Q: 3 clusters Score -7623496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -7623509.500000 Penalty: 5261.516113
	Iteration 19Q: 3 clusters Score -7623510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -7623514.000000 Penalty: 5261.516113
	Iteration 20F: 3 clusters Score -7623514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -7623528.500000 Penalty: 5261.516113
	Iteration 21Q: 3 clusters Score -7623528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -7623520.000000 Penalty: 5261.516113
	Iteration 22Q: 3 clusters Score -7623520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -7623532.000000 Penalty: 5261.516113
	Iteration 23Q: 3 clusters Score -7623532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -7623537.000000 Penalty: 5261.516113
	Iteration 24Q: 3 clusters Score -7623537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -7623543.500000 Penalty: 5261.516113
	Iteration 25Q: 3 clusters Score -7623544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -7623536.500000 Penalty: 5261.516113
	Iteration 26Q: 3 clusters Score -7623536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -7623538.500000 Penalty: 5261.516113
	Iteration 27Q: 3 clusters Score -7623538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -7623539.500000 Penalty: 5261.516113
	Iteration 28Q: 3 clusters Score -7623540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -7623540.000000 Penalty: 5261.516113
	Iteration 29Q: 3 clusters Score -7623540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -7623541.000000 Penalty: 5261.516113
	Iteration 30Q: 3 clusters Score -7623541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -7623545.000000 Penalty: 5261.516113
	Iteration 31Q: 3 clusters Score -7623545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7623547.500000 Penalty: 5261.516113
	Iteration 32Q: 3 clusters Score -7623548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7623547.500000 Penalty: 5261.516113
	Iteration 33F: 3 clusters Score -7623548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Entering Unmasked Estep 
Score: -7811427.500000 Penalty: 2641.613525
	Iteration 0F: 2 clusters Score -7811428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -7783092.500000 Penalty: 5283.227051
	Iteration 0F: 3 clusters Score -7783092 nChanged 19271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -7793855.500000 Penalty: 5283.227051
	Iteration 1F: 3 clusters Score -7793856 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -7794469.500000 Penalty: 5283.227051
	Iteration 2Q: 3 clusters Score -7794470 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -7795085.000000 Penalty: 5283.227051
	Iteration 3Q: 3 clusters Score -7795085 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -7795788.000000 Penalty: 5283.227051
	Iteration 4Q: 3 clusters Score -7795788 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -7796520.500000 Penalty: 5283.227051
	Iteration 5Q: 3 clusters Score -7796520 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -7797305.000000 Penalty: 5283.227051
	Iteration 6Q: 3 clusters Score -7797305 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -7798110.000000 Penalty: 5283.227051
	Iteration 7Q: 3 clusters Score -7798110 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -7798939.500000 Penalty: 5283.227051
	Iteration 8Q: 3 clusters Score -7798940 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -7799982.500000 Penalty: 5283.227051
	Iteration 9Q: 3 clusters Score -7799982 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -7800960.000000 Penalty: 5283.227051
	Iteration 10Q: 3 clusters Score -7800960 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -7801862.000000 Penalty: 5283.227051
	Iteration 11Q: 3 clusters Score -7801862 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -7802778.500000 Penalty: 5283.227051
	Iteration 12Q: 3 clusters Score -7802778 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -7803468.000000 Penalty: 5283.227051
	Iteration 13Q: 3 clusters Score -7803468 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -7803915.000000 Penalty: 5283.227051
	Iteration 14Q: 3 clusters Score -7803915 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -7804161.500000 Penalty: 5283.227051
	Iteration 15Q: 3 clusters Score -7804162 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -7804353.000000 Penalty: 5283.227051
	Iteration 16Q: 3 clusters Score -7804353 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -7804483.000000 Penalty: 5283.227051
	Iteration 17Q: 3 clusters Score -7804483 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -7804637.000000 Penalty: 5283.227051
	Iteration 18Q: 3 clusters Score -7804637 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -7804755.500000 Penalty: 5283.227051
	Iteration 19Q: 3 clusters Score -7804756 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -7804910.500000 Penalty: 5283.227051
	Iteration 20F: 3 clusters Score -7804910 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -7805075.000000 Penalty: 5283.227051
	Iteration 21Q: 3 clusters Score -7805075 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -7805286.000000 Penalty: 5283.227051
	Iteration 22Q: 3 clusters Score -7805286 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -7805555.000000 Penalty: 5283.227051
	Iteration 23Q: 3 clusters Score -7805555 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -7805790.500000 Penalty: 5283.227051
	Iteration 24Q: 3 clusters Score -7805790 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -7806026.000000 Penalty: 5283.227051
	Iteration 25Q: 3 clusters Score -7806026 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -7806288.000000 Penalty: 5283.227051
	Iteration 26Q: 3 clusters Score -7806288 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -7806656.000000 Penalty: 5283.227051
	Iteration 27Q: 3 clusters Score -7806656 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -7807119.500000 Penalty: 5283.227051
	Iteration 28Q: 3 clusters Score -7807120 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -7807543.000000 Penalty: 5283.227051
	Iteration 29Q: 3 clusters Score -7807543 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -7807936.000000 Penalty: 5283.227051
	Iteration 30Q: 3 clusters Score -7807936 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -7808297.500000 Penalty: 5283.227051
	Iteration 31Q: 3 clusters Score -7808298 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -7808588.500000 Penalty: 5283.227051
	Iteration 32Q: 3 clusters Score -7808588 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -7808845.000000 Penalty: 5283.227051
	Iteration 33Q: 3 clusters Score -7808845 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -7809056.500000 Penalty: 5283.227051
	Iteration 34Q: 3 clusters Score -7809056 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -7809232.000000 Penalty: 5283.227051
	Iteration 35Q: 3 clusters Score -7809232 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -7809332.000000 Penalty: 5283.227051
	Iteration 36Q: 3 clusters Score -7809332 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -7809425.500000 Penalty: 5283.227051
	Iteration 37Q: 3 clusters Score -7809426 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -7809502.500000 Penalty: 5283.227051
	Iteration 38Q: 3 clusters Score -7809502 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -7809549.500000 Penalty: 5283.227051
	Iteration 39Q: 3 clusters Score -7809550 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -7809639.500000 Penalty: 5283.227051
	Iteration 40F: 3 clusters Score -7809640 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -7809740.000000 Penalty: 5283.227051
	Iteration 41Q: 3 clusters Score -7809740 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -7809797.500000 Penalty: 5283.227051
	Iteration 42Q: 3 clusters Score -7809798 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7809875.500000 Penalty: 5283.227051
	Iteration 43Q: 3 clusters Score -7809876 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -7809914.500000 Penalty: 5283.227051
	Iteration 44Q: 3 clusters Score -7809914 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7809935.000000 Penalty: 5283.227051
	Iteration 45Q: 3 clusters Score -7809935 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7809965.000000 Penalty: 5283.227051
	Iteration 46Q: 3 clusters Score -7809965 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7810003.500000 Penalty: 5283.227051
	Iteration 47Q: 3 clusters Score -7810004 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7810016.500000 Penalty: 5283.227051
	Iteration 48Q: 3 clusters Score -7810016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7810023.500000 Penalty: 5283.227051
	Iteration 49Q: 3 clusters Score -7810024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7810034.500000 Penalty: 5283.227051
	Iteration 50Q: 3 clusters Score -7810034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7810049.500000 Penalty: 5283.227051
	Iteration 51Q: 3 clusters Score -7810050 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7810059.500000 Penalty: 5283.227051
	Iteration 52Q: 3 clusters Score -7810060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7810084.000000 Penalty: 5283.227051
	Iteration 53Q: 3 clusters Score -7810084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7810085.500000 Penalty: 5283.227051
	Iteration 54Q: 3 clusters Score -7810086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7810086.000000 Penalty: 5283.227051
	Iteration 55Q: 3 clusters Score -7810086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7810093.500000 Penalty: 5283.227051
	Iteration 56Q: 3 clusters Score -7810094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7810095.500000 Penalty: 5283.227051
	Iteration 57Q: 3 clusters Score -7810096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7810102.000000 Penalty: 5283.227051
	Iteration 58Q: 3 clusters Score -7810102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7810114.000000 Penalty: 5283.227051
	Iteration 59Q: 3 clusters Score -7810114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7810120.000000 Penalty: 5283.227051
	Iteration 60F: 3 clusters Score -7810120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7810126.500000 Penalty: 5283.227051
	Iteration 61Q: 3 clusters Score -7810126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7810140.500000 Penalty: 5283.227051
	Iteration 62Q: 3 clusters Score -7810140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7810126.000000 Penalty: 5283.227051
	Iteration 63Q: 3 clusters Score -7810126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7810120.000000 Penalty: 5283.227051
	Iteration 64Q: 3 clusters Score -7810120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7810125.500000 Penalty: 5283.227051
	Iteration 65Q: 3 clusters Score -7810126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7810129.000000 Penalty: 5283.227051
	Iteration 66Q: 3 clusters Score -7810129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7810126.500000 Penalty: 5283.227051
	Iteration 67Q: 3 clusters Score -7810126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7810126.500000 Penalty: 5283.227051
	Iteration 68Q: 3 clusters Score -7810126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7810129.500000 Penalty: 5283.227051
	Iteration 69Q: 3 clusters Score -7810130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7810139.000000 Penalty: 5283.227051
	Iteration 70Q: 3 clusters Score -7810139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7810128.500000 Penalty: 5283.227051
	Iteration 71Q: 3 clusters Score -7810128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7810130.000000 Penalty: 5283.227051
	Iteration 72Q: 3 clusters Score -7810130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7810137.500000 Penalty: 5283.227051
	Iteration 73Q: 3 clusters Score -7810138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7810136.000000 Penalty: 5283.227051
	Iteration 74Q: 3 clusters Score -7810136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7810149.500000 Penalty: 5283.227051
	Iteration 75Q: 3 clusters Score -7810150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7810151.000000 Penalty: 5283.227051
	Iteration 76Q: 3 clusters Score -7810151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7810152.000000 Penalty: 5283.227051
	Iteration 77Q: 3 clusters Score -7810152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7810143.500000 Penalty: 5283.227051
	Iteration 78Q: 3 clusters Score -7810144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7810143.500000 Penalty: 5283.227051
	Iteration 79Q: 3 clusters Score -7810144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7810135.000000 Penalty: 5283.227051
	Iteration 80F: 3 clusters Score -7810135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7810144.500000 Penalty: 5283.227051
	Iteration 81Q: 3 clusters Score -7810144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7810145.500000 Penalty: 5283.227051
	Iteration 82Q: 3 clusters Score -7810146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7810144.500000 Penalty: 5283.227051
	Iteration 83Q: 3 clusters Score -7810144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7810142.500000 Penalty: 5283.227051
	Iteration 84Q: 3 clusters Score -7810142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7810142.500000 Penalty: 5283.227051
	Iteration 85F: 3 clusters Score -7810142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Entering Unmasked Estep 
Score: -6454754.500000 Penalty: 2599.802490
	Iteration 0F: 2 clusters Score -6454754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -6430554.000000 Penalty: 5199.604980
	Iteration 0F: 3 clusters Score -6430554 nChanged 16258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -6439450.000000 Penalty: 5199.604980
	Iteration 1F: 3 clusters Score -6439450 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -6439821.000000 Penalty: 5199.604980
	Iteration 2Q: 3 clusters Score -6439821 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -6440214.000000 Penalty: 5199.604980
	Iteration 3Q: 3 clusters Score -6440214 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -6440596.500000 Penalty: 5199.604980
	Iteration 4Q: 3 clusters Score -6440596 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -6440995.500000 Penalty: 5199.604980
	Iteration 5Q: 3 clusters Score -6440996 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -6441363.000000 Penalty: 5199.604980
	Iteration 6Q: 3 clusters Score -6441363 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -6441796.500000 Penalty: 5199.604980
	Iteration 7Q: 3 clusters Score -6441796 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -6442270.500000 Penalty: 5199.604980
	Iteration 8Q: 3 clusters Score -6442270 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -6442818.500000 Penalty: 5199.604980
	Iteration 9Q: 3 clusters Score -6442818 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -6443571.000000 Penalty: 5199.604980
	Iteration 10Q: 3 clusters Score -6443571 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -6444655.000000 Penalty: 5199.604980
	Iteration 11F: 3 clusters Score -6444655 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -6446072.000000 Penalty: 5199.604980
	Iteration 12F: 3 clusters Score -6446072 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6447788.500000 Penalty: 5199.604980
	Iteration 13F: 3 clusters Score -6447788 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -6449399.000000 Penalty: 5199.604980
	Iteration 14F: 3 clusters Score -6449399 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -6450580.000000 Penalty: 5199.604980
	Iteration 15Q: 3 clusters Score -6450580 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -6451427.000000 Penalty: 5199.604980
	Iteration 16Q: 3 clusters Score -6451427 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -6451861.000000 Penalty: 5199.604980
	Iteration 17Q: 3 clusters Score -6451861 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -6452105.500000 Penalty: 5199.604980
	Iteration 18Q: 3 clusters Score -6452106 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -6452248.500000 Penalty: 5199.604980
	Iteration 19Q: 3 clusters Score -6452248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -6452333.500000 Penalty: 5199.604980
	Iteration 20F: 3 clusters Score -6452334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -6452364.500000 Penalty: 5199.604980
	Iteration 21Q: 3 clusters Score -6452364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -6452387.500000 Penalty: 5199.604980
	Iteration 22Q: 3 clusters Score -6452388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -6452400.500000 Penalty: 5199.604980
	Iteration 23Q: 3 clusters Score -6452400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -6452407.500000 Penalty: 5199.604980
	Iteration 24Q: 3 clusters Score -6452408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -6452420.500000 Penalty: 5199.604980
	Iteration 25Q: 3 clusters Score -6452420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -6452434.000000 Penalty: 5199.604980
	Iteration 26Q: 3 clusters Score -6452434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -6452434.500000 Penalty: 5199.604980
	Iteration 27Q: 3 clusters Score -6452434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -6452434.500000 Penalty: 5199.604980
	Iteration 28F: 3 clusters Score -6452434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -48712.707031 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -48712.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47417.148438 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -47417.15 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47867.484375 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -47867.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48068.847656 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -48068.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48201.527344 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -48201.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48283.640625 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -48283.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48350.855469 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -48350.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48365.578125 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -48365.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48367.773438 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -48367.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48374.714844 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -48374.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48378.164062 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -48378.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48380.558594 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -48380.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48380.558594 Penalty: 3029.083252
	Iteration 11F: 3 clusters Score -48380.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Entering Unmasked Estep 
Score: -7965276.500000 Penalty: 2643.280273
	Iteration 0F: 2 clusters Score -7965276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -7937244.500000 Penalty: 5286.560547
	Iteration 0F: 3 clusters Score -7937244 nChanged 19539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -7947722.000000 Penalty: 5286.560547
	Iteration 1F: 3 clusters Score -7947722 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -7948177.000000 Penalty: 5286.560547
	Iteration 2Q: 3 clusters Score -7948177 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -7948587.000000 Penalty: 5286.560547
	Iteration 3Q: 3 clusters Score -7948587 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -7948991.000000 Penalty: 5286.560547
	Iteration 4Q: 3 clusters Score -7948991 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -7949428.000000 Penalty: 5286.560547
	Iteration 5Q: 3 clusters Score -7949428 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -7950015.500000 Penalty: 5286.560547
	Iteration 6Q: 3 clusters Score -7950016 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -7950869.000000 Penalty: 5286.560547
	Iteration 7Q: 3 clusters Score -7950869 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -7952089.500000 Penalty: 5286.560547
	Iteration 8F: 3 clusters Score -7952090 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -7953668.000000 Penalty: 5286.560547
	Iteration 9F: 3 clusters Score -7953668 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -7955603.000000 Penalty: 5286.560547
	Iteration 10F: 3 clusters Score -7955603 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -7957815.500000 Penalty: 5286.560547
	Iteration 11F: 3 clusters Score -7957816 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -7959952.500000 Penalty: 5286.560547
	Iteration 12F: 3 clusters Score -7959952 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7961524.000000 Penalty: 5286.560547
	Iteration 13Q: 3 clusters Score -7961524 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7962352.000000 Penalty: 5286.560547
	Iteration 14Q: 3 clusters Score -7962352 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7962703.000000 Penalty: 5286.560547
	Iteration 15Q: 3 clusters Score -7962703 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7962834.500000 Penalty: 5286.560547
	Iteration 16Q: 3 clusters Score -7962834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7962905.000000 Penalty: 5286.560547
	Iteration 17Q: 3 clusters Score -7962905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7962927.500000 Penalty: 5286.560547
	Iteration 18Q: 3 clusters Score -7962928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7962972.000000 Penalty: 5286.560547
	Iteration 19Q: 3 clusters Score -7962972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7962994.000000 Penalty: 5286.560547
	Iteration 20F: 3 clusters Score -7962994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7962997.000000 Penalty: 5286.560547
	Iteration 21Q: 3 clusters Score -7962997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7963009.000000 Penalty: 5286.560547
	Iteration 22Q: 3 clusters Score -7963009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7963013.000000 Penalty: 5286.560547
	Iteration 23Q: 3 clusters Score -7963013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7963015.500000 Penalty: 5286.560547
	Iteration 24Q: 3 clusters Score -7963016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7963022.500000 Penalty: 5286.560547
	Iteration 25Q: 3 clusters Score -7963022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7963031.000000 Penalty: 5286.560547
	Iteration 26Q: 3 clusters Score -7963031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7963039.500000 Penalty: 5286.560547
	Iteration 27Q: 3 clusters Score -7963040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7963042.500000 Penalty: 5286.560547
	Iteration 28Q: 3 clusters Score -7963042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7963048.500000 Penalty: 5286.560547
	Iteration 29Q: 3 clusters Score -7963048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7963057.500000 Penalty: 5286.560547
	Iteration 30Q: 3 clusters Score -7963058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7963060.500000 Penalty: 5286.560547
	Iteration 31Q: 3 clusters Score -7963060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7963062.500000 Penalty: 5286.560547
	Iteration 32Q: 3 clusters Score -7963062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7963062.500000 Penalty: 5286.560547
	Iteration 33F: 3 clusters Score -7963062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Entering Unmasked Estep 
Score: -8273107.500000 Penalty: 2654.894531
	Iteration 0F: 2 clusters Score -8273108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -8244006.000000 Penalty: 5309.789062
	Iteration 0F: 3 clusters Score -8244006 nChanged 20450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -8255415.500000 Penalty: 5309.789062
	Iteration 1F: 3 clusters Score -8255416 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -8256010.500000 Penalty: 5309.789062
	Iteration 2Q: 3 clusters Score -8256010 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -8256701.500000 Penalty: 5309.789062
	Iteration 3Q: 3 clusters Score -8256702 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -8257585.500000 Penalty: 5309.789062
	Iteration 4Q: 3 clusters Score -8257586 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -8258942.500000 Penalty: 5309.789062
	Iteration 5F: 3 clusters Score -8258942 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -8260720.000000 Penalty: 5309.789062
	Iteration 6F: 3 clusters Score -8260720 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -8263177.500000 Penalty: 5309.789062
	Iteration 7F: 3 clusters Score -8263178 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -8265938.500000 Penalty: 5309.789062
	Iteration 8F: 3 clusters Score -8265938 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -8268312.500000 Penalty: 5309.789062
	Iteration 9F: 3 clusters Score -8268312 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8269807.000000 Penalty: 5309.789062
	Iteration 10Q: 3 clusters Score -8269807 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8270409.500000 Penalty: 5309.789062
	Iteration 11Q: 3 clusters Score -8270410 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8270673.500000 Penalty: 5309.789062
	Iteration 12Q: 3 clusters Score -8270674 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8270828.000000 Penalty: 5309.789062
	Iteration 13Q: 3 clusters Score -8270828 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8270925.500000 Penalty: 5309.789062
	Iteration 14Q: 3 clusters Score -8270926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8270992.500000 Penalty: 5309.789062
	Iteration 15Q: 3 clusters Score -8270992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8271054.500000 Penalty: 5309.789062
	Iteration 16Q: 3 clusters Score -8271054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8271102.500000 Penalty: 5309.789062
	Iteration 17Q: 3 clusters Score -8271102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8271130.500000 Penalty: 5309.789062
	Iteration 18Q: 3 clusters Score -8271130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8271150.500000 Penalty: 5309.789062
	Iteration 19Q: 3 clusters Score -8271150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8271166.000000 Penalty: 5309.789062
	Iteration 20F: 3 clusters Score -8271166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8271166.500000 Penalty: 5309.789062
	Iteration 21Q: 3 clusters Score -8271166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8271179.500000 Penalty: 5309.789062
	Iteration 22Q: 3 clusters Score -8271180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8271185.000000 Penalty: 5309.789062
	Iteration 23Q: 3 clusters Score -8271185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8271178.500000 Penalty: 5309.789062
	Iteration 24Q: 3 clusters Score -8271178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8271196.500000 Penalty: 5309.789062
	Iteration 25Q: 3 clusters Score -8271196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8271199.000000 Penalty: 5309.789062
	Iteration 26Q: 3 clusters Score -8271199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8271194.500000 Penalty: 5309.789062
	Iteration 27Q: 3 clusters Score -8271194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8271194.500000 Penalty: 5309.789062
	Iteration 28F: 3 clusters Score -8271194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Entering Unmasked Estep 
Score: -1356560.375000 Penalty: 2206.421875
	Iteration 0F: 2 clusters Score -1356560 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 3649 members 
Entering Unmasked Estep 
Score: -1350458.500000 Penalty: 4412.843750
	Iteration 0F: 3 clusters Score -1350458 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1352022.875000 Penalty: 4412.843750
	Iteration 1F: 3 clusters Score -1352023 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1352271.875000 Penalty: 4412.843750
	Iteration 2F: 3 clusters Score -1352272 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1352439.375000 Penalty: 4412.843750
	Iteration 3F: 3 clusters Score -1352439 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1352531.625000 Penalty: 4412.843750
	Iteration 4Q: 3 clusters Score -1352532 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1352609.750000 Penalty: 4412.843750
	Iteration 5Q: 3 clusters Score -1352610 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1352665.375000 Penalty: 4412.843750
	Iteration 6Q: 3 clusters Score -1352665 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1352719.500000 Penalty: 4412.843750
	Iteration 7Q: 3 clusters Score -1352720 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1352766.250000 Penalty: 4412.843750
	Iteration 8Q: 3 clusters Score -1352766 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1352810.375000 Penalty: 4412.843750
	Iteration 9Q: 3 clusters Score -1352810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1352866.750000 Penalty: 4412.843750
	Iteration 10Q: 3 clusters Score -1352867 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1352909.125000 Penalty: 4412.843750
	Iteration 11Q: 3 clusters Score -1352909 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1352952.250000 Penalty: 4412.843750
	Iteration 12Q: 3 clusters Score -1352952 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1352997.000000 Penalty: 4412.843750
	Iteration 13Q: 3 clusters Score -1352997 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1353043.125000 Penalty: 4412.843750
	Iteration 14Q: 3 clusters Score -1353043 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1353095.250000 Penalty: 4412.843750
	Iteration 15Q: 3 clusters Score -1353095 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1353152.250000 Penalty: 4412.843750
	Iteration 16Q: 3 clusters Score -1353152 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1353225.250000 Penalty: 4412.843750
	Iteration 17Q: 3 clusters Score -1353225 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1353313.750000 Penalty: 4412.843750
	Iteration 18Q: 3 clusters Score -1353314 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1353396.250000 Penalty: 4412.843750
	Iteration 19Q: 3 clusters Score -1353396 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1353513.250000 Penalty: 4412.843750
	Iteration 20F: 3 clusters Score -1353513 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1353635.125000 Penalty: 4412.843750
	Iteration 21Q: 3 clusters Score -1353635 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1353767.000000 Penalty: 4412.843750
	Iteration 22Q: 3 clusters Score -1353767 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1353907.125000 Penalty: 4412.843750
	Iteration 23Q: 3 clusters Score -1353907 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1354047.375000 Penalty: 4412.843750
	Iteration 24Q: 3 clusters Score -1354047 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1354163.000000 Penalty: 4412.843750
	Iteration 25Q: 3 clusters Score -1354163 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1354291.750000 Penalty: 4412.843750
	Iteration 26Q: 3 clusters Score -1354292 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1354425.500000 Penalty: 4412.843750
	Iteration 27Q: 3 clusters Score -1354426 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1354521.125000 Penalty: 4412.843750
	Iteration 28Q: 3 clusters Score -1354521 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1354596.500000 Penalty: 4412.843750
	Iteration 29Q: 3 clusters Score -1354596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1354656.000000 Penalty: 4412.843750
	Iteration 30Q: 3 clusters Score -1354656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1354694.500000 Penalty: 4412.843750
	Iteration 31Q: 3 clusters Score -1354694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1354718.625000 Penalty: 4412.843750
	Iteration 32Q: 3 clusters Score -1354719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1354734.000000 Penalty: 4412.843750
	Iteration 33Q: 3 clusters Score -1354734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1354751.875000 Penalty: 4412.843750
	Iteration 34Q: 3 clusters Score -1354752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1354762.375000 Penalty: 4412.843750
	Iteration 35Q: 3 clusters Score -1354762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1354763.250000 Penalty: 4412.843750
	Iteration 36Q: 3 clusters Score -1354763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1354772.000000 Penalty: 4412.843750
	Iteration 37Q: 3 clusters Score -1354772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1354780.375000 Penalty: 4412.843750
	Iteration 38Q: 3 clusters Score -1354780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1354784.625000 Penalty: 4412.843750
	Iteration 39Q: 3 clusters Score -1354785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1354787.375000 Penalty: 4412.843750
	Iteration 40F: 3 clusters Score -1354787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1354787.875000 Penalty: 4412.843750
	Iteration 41Q: 3 clusters Score -1354788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1354787.875000 Penalty: 4412.843750
	Iteration 42F: 3 clusters Score -1354788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -95909.148438 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -95909.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -94333.414062 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -94333.41 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94507.632812 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -94507.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -94591.132812 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -94591.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94621.671875 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -94621.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94639.742188 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -94639.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -94655.125000 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -94655.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -94655.125000 Penalty: 3123.366211
	Iteration 6F: 3 clusters Score -94655.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -484738.125000 Penalty: 1959.633423
	Iteration 0F: 2 clusters Score -484738.1 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 1353 members 
Entering Unmasked Estep 
Score: -481632.687500 Penalty: 3919.266846
	Iteration 0F: 3 clusters Score -481632.7 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -482206.187500 Penalty: 3919.266846
	Iteration 1F: 3 clusters Score -482206.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -482345.812500 Penalty: 3919.266846
	Iteration 2F: 3 clusters Score -482345.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -482416.656250 Penalty: 3919.266846
	Iteration 3Q: 3 clusters Score -482416.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -482470.000000 Penalty: 3919.266846
	Iteration 4Q: 3 clusters Score -482470 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -482510.250000 Penalty: 3919.266846
	Iteration 5Q: 3 clusters Score -482510.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -482530.750000 Penalty: 3919.266846
	Iteration 6Q: 3 clusters Score -482530.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -482549.687500 Penalty: 3919.266846
	Iteration 7Q: 3 clusters Score -482549.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -482567.687500 Penalty: 3919.266846
	Iteration 8Q: 3 clusters Score -482567.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -482579.875000 Penalty: 3919.266846
	Iteration 9Q: 3 clusters Score -482579.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -482586.093750 Penalty: 3919.266846
	Iteration 10Q: 3 clusters Score -482586.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -482592.875000 Penalty: 3919.266846
	Iteration 11Q: 3 clusters Score -482592.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -482596.437500 Penalty: 3919.266846
	Iteration 12Q: 3 clusters Score -482596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -482601.281250 Penalty: 3919.266846
	Iteration 13Q: 3 clusters Score -482601.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -482604.906250 Penalty: 3919.266846
	Iteration 14Q: 3 clusters Score -482604.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -482606.406250 Penalty: 3919.266846
	Iteration 15Q: 3 clusters Score -482606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -482607.625000 Penalty: 3919.266846
	Iteration 16Q: 3 clusters Score -482607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -482609.000000 Penalty: 3919.266846
	Iteration 17Q: 3 clusters Score -482609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -482611.062500 Penalty: 3919.266846
	Iteration 18Q: 3 clusters Score -482611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -482611.750000 Penalty: 3919.266846
	Iteration 19Q: 3 clusters Score -482611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -482612.093750 Penalty: 3919.266846
	Iteration 20F: 3 clusters Score -482612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -482613.281250 Penalty: 3919.266846
	Iteration 21Q: 3 clusters Score -482613.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -482614.375000 Penalty: 3919.266846
	Iteration 22Q: 3 clusters Score -482614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -482615.375000 Penalty: 3919.266846
	Iteration 23Q: 3 clusters Score -482615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -482615.312500 Penalty: 3919.266846
	Iteration 24Q: 3 clusters Score -482615.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -482615.343750 Penalty: 3919.266846
	Iteration 25Q: 3 clusters Score -482615.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -482615.343750 Penalty: 3919.266846
	Iteration 26F: 3 clusters Score -482615.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -183642.765625 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -183642.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -181618.718750 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -181618.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -181900.062500 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -181900.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -181993.265625 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -181993.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -182060.015625 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -182060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -182155.078125 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -182155.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -182223.187500 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -182223.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -182271.125000 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -182271.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -182289.906250 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -182289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -182298.312500 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -182298.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -182314.234375 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -182314.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -182327.609375 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -182327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -182337.015625 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -182337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -182345.281250 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -182345.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -182357.062500 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -182357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -182364.625000 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -182364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -182371.968750 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -182372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -182377.937500 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -182377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -182380.968750 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -182381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -182389.859375 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -182389.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -182402.421875 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -182402.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -182419.031250 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -182419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -182424.765625 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -182424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -182428.359375 Penalty: 3480.683105
	Iteration 22Q: 3 clusters Score -182428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -182430.828125 Penalty: 3480.683105
	Iteration 23Q: 3 clusters Score -182430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -182437.453125 Penalty: 3480.683105
	Iteration 24Q: 3 clusters Score -182437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -182445.281250 Penalty: 3480.683105
	Iteration 25Q: 3 clusters Score -182445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -182453.250000 Penalty: 3480.683105
	Iteration 26Q: 3 clusters Score -182453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -182457.406250 Penalty: 3480.683105
	Iteration 27Q: 3 clusters Score -182457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -182460.640625 Penalty: 3480.683105
	Iteration 28Q: 3 clusters Score -182460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -182462.093750 Penalty: 3480.683105
	Iteration 29Q: 3 clusters Score -182462.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -182462.093750 Penalty: 3480.683105
	Iteration 30F: 3 clusters Score -182462.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -95118.828125 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -95118.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -93649.054688 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -93649.05 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -93932.812500 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -93932.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -94065.765625 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -94065.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -94137.039062 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -94137.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -94216.976562 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -94216.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -94242.179688 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -94242.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -94285.671875 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -94285.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -94325.664062 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -94325.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -94347.070312 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -94347.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -94362.187500 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -94362.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -94372.703125 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -94372.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -94380.515625 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -94380.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -94389.703125 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -94389.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -94408.898438 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -94408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -94430.335938 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -94430.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -94450.914062 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -94450.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -94461.648438 Penalty: 3156.062012
	Iteration 16Q: 3 clusters Score -94461.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -94501.296875 Penalty: 3156.062012
	Iteration 17Q: 3 clusters Score -94501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94539.171875 Penalty: 3156.062012
	Iteration 18Q: 3 clusters Score -94539.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -94596.171875 Penalty: 3156.062012
	Iteration 19Q: 3 clusters Score -94596.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -94616.218750 Penalty: 3156.062012
	Iteration 20F: 3 clusters Score -94616.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94624.656250 Penalty: 3156.062012
	Iteration 21Q: 3 clusters Score -94624.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94631.179688 Penalty: 3156.062012
	Iteration 22Q: 3 clusters Score -94631.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -94635.148438 Penalty: 3156.062012
	Iteration 23Q: 3 clusters Score -94635.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94655.640625 Penalty: 3156.062012
	Iteration 24Q: 3 clusters Score -94655.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94671.820312 Penalty: 3156.062012
	Iteration 25Q: 3 clusters Score -94671.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -94681.234375 Penalty: 3156.062012
	Iteration 26Q: 3 clusters Score -94681.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -94681.234375 Penalty: 3156.062012
	Iteration 27F: 3 clusters Score -94681.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -303663.593750 Penalty: 1851.340454
	Iteration 0F: 2 clusters Score -303663.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -301223.000000 Penalty: 3702.680908
	Iteration 0F: 3 clusters Score -301223 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -301613.562500 Penalty: 3702.680908
	Iteration 1F: 3 clusters Score -301613.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -301695.406250 Penalty: 3702.680908
	Iteration 2F: 3 clusters Score -301695.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -301753.000000 Penalty: 3702.680908
	Iteration 3Q: 3 clusters Score -301753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -301788.343750 Penalty: 3702.680908
	Iteration 4Q: 3 clusters Score -301788.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -301812.437500 Penalty: 3702.680908
	Iteration 5Q: 3 clusters Score -301812.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -301837.156250 Penalty: 3702.680908
	Iteration 6Q: 3 clusters Score -301837.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -301854.281250 Penalty: 3702.680908
	Iteration 7Q: 3 clusters Score -301854.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -301865.781250 Penalty: 3702.680908
	Iteration 8Q: 3 clusters Score -301865.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -301872.843750 Penalty: 3702.680908
	Iteration 9Q: 3 clusters Score -301872.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -301881.906250 Penalty: 3702.680908
	Iteration 10Q: 3 clusters Score -301881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -301889.781250 Penalty: 3702.680908
	Iteration 11Q: 3 clusters Score -301889.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -301898.500000 Penalty: 3702.680908
	Iteration 12Q: 3 clusters Score -301898.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -301903.375000 Penalty: 3702.680908
	Iteration 13Q: 3 clusters Score -301903.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -301909.718750 Penalty: 3702.680908
	Iteration 14Q: 3 clusters Score -301909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -301915.843750 Penalty: 3702.680908
	Iteration 15Q: 3 clusters Score -301915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -301919.281250 Penalty: 3702.680908
	Iteration 16Q: 3 clusters Score -301919.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -301922.843750 Penalty: 3702.680908
	Iteration 17Q: 3 clusters Score -301922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -301926.656250 Penalty: 3702.680908
	Iteration 18Q: 3 clusters Score -301926.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -301929.156250 Penalty: 3702.680908
	Iteration 19Q: 3 clusters Score -301929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -301929.156250 Penalty: 3702.680908
	Iteration 20F: 3 clusters Score -301929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Entering Unmasked Estep 
Score: -790310.125000 Penalty: 2070.789551
	Iteration 0F: 2 clusters Score -790310.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -786264.437500 Penalty: 4141.579102
	Iteration 0F: 3 clusters Score -786264.4 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -787159.187500 Penalty: 4141.579102
	Iteration 1F: 3 clusters Score -787159.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -787344.250000 Penalty: 4141.579102
	Iteration 2F: 3 clusters Score -787344.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -787444.437500 Penalty: 4141.579102
	Iteration 3Q: 3 clusters Score -787444.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -787507.812500 Penalty: 4141.579102
	Iteration 4Q: 3 clusters Score -787507.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -787555.187500 Penalty: 4141.579102
	Iteration 5Q: 3 clusters Score -787555.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -787592.187500 Penalty: 4141.579102
	Iteration 6Q: 3 clusters Score -787592.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -787628.687500 Penalty: 4141.579102
	Iteration 7Q: 3 clusters Score -787628.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -787655.875000 Penalty: 4141.579102
	Iteration 8Q: 3 clusters Score -787655.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -787671.375000 Penalty: 4141.579102
	Iteration 9Q: 3 clusters Score -787671.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -787692.812500 Penalty: 4141.579102
	Iteration 10Q: 3 clusters Score -787692.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -787711.625000 Penalty: 4141.579102
	Iteration 11Q: 3 clusters Score -787711.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -787725.562500 Penalty: 4141.579102
	Iteration 12Q: 3 clusters Score -787725.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -787736.812500 Penalty: 4141.579102
	Iteration 13Q: 3 clusters Score -787736.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -787746.187500 Penalty: 4141.579102
	Iteration 14Q: 3 clusters Score -787746.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -787763.125000 Penalty: 4141.579102
	Iteration 15Q: 3 clusters Score -787763.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -787785.562500 Penalty: 4141.579102
	Iteration 16Q: 3 clusters Score -787785.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -787809.875000 Penalty: 4141.579102
	Iteration 17Q: 3 clusters Score -787809.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -787841.375000 Penalty: 4141.579102
	Iteration 18Q: 3 clusters Score -787841.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -787866.875000 Penalty: 4141.579102
	Iteration 19Q: 3 clusters Score -787866.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -787885.875000 Penalty: 4141.579102
	Iteration 20F: 3 clusters Score -787885.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -787900.250000 Penalty: 4141.579102
	Iteration 21Q: 3 clusters Score -787900.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -787917.312500 Penalty: 4141.579102
	Iteration 22Q: 3 clusters Score -787917.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -787936.812500 Penalty: 4141.579102
	Iteration 23Q: 3 clusters Score -787936.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -787948.625000 Penalty: 4141.579102
	Iteration 24Q: 3 clusters Score -787948.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -787959.750000 Penalty: 4141.579102
	Iteration 25Q: 3 clusters Score -787959.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -787973.875000 Penalty: 4141.579102
	Iteration 26Q: 3 clusters Score -787973.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -787987.187500 Penalty: 4141.579102
	Iteration 27Q: 3 clusters Score -787987.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -787998.187500 Penalty: 4141.579102
	Iteration 28Q: 3 clusters Score -787998.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -788004.437500 Penalty: 4141.579102
	Iteration 29Q: 3 clusters Score -788004.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -788013.312500 Penalty: 4141.579102
	Iteration 30Q: 3 clusters Score -788013.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -788022.875000 Penalty: 4141.579102
	Iteration 31Q: 3 clusters Score -788022.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -788031.125000 Penalty: 4141.579102
	Iteration 32Q: 3 clusters Score -788031.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -788039.687500 Penalty: 4141.579102
	Iteration 33Q: 3 clusters Score -788039.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -788052.000000 Penalty: 4141.579102
	Iteration 34Q: 3 clusters Score -788052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -788066.500000 Penalty: 4141.579102
	Iteration 35Q: 3 clusters Score -788066.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -788082.500000 Penalty: 4141.579102
	Iteration 36Q: 3 clusters Score -788082.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -788102.375000 Penalty: 4141.579102
	Iteration 37Q: 3 clusters Score -788102.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -788121.875000 Penalty: 4141.579102
	Iteration 38Q: 3 clusters Score -788121.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -788142.250000 Penalty: 4141.579102
	Iteration 39Q: 3 clusters Score -788142.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -788163.125000 Penalty: 4141.579102
	Iteration 40F: 3 clusters Score -788163.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -788187.250000 Penalty: 4141.579102
	Iteration 41Q: 3 clusters Score -788187.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -788205.687500 Penalty: 4141.579102
	Iteration 42Q: 3 clusters Score -788205.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -788219.750000 Penalty: 4141.579102
	Iteration 43Q: 3 clusters Score -788219.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -788237.250000 Penalty: 4141.579102
	Iteration 44Q: 3 clusters Score -788237.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -788249.750000 Penalty: 4141.579102
	Iteration 45Q: 3 clusters Score -788249.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -788259.125000 Penalty: 4141.579102
	Iteration 46Q: 3 clusters Score -788259.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -788273.187500 Penalty: 4141.579102
	Iteration 47Q: 3 clusters Score -788273.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -788279.687500 Penalty: 4141.579102
	Iteration 48Q: 3 clusters Score -788279.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -788285.437500 Penalty: 4141.579102
	Iteration 49Q: 3 clusters Score -788285.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -788295.187500 Penalty: 4141.579102
	Iteration 50Q: 3 clusters Score -788295.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -788311.437500 Penalty: 4141.579102
	Iteration 51Q: 3 clusters Score -788311.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -788327.250000 Penalty: 4141.579102
	Iteration 52Q: 3 clusters Score -788327.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -788339.937500 Penalty: 4141.579102
	Iteration 53Q: 3 clusters Score -788339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -788350.250000 Penalty: 4141.579102
	Iteration 54Q: 3 clusters Score -788350.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -788359.062500 Penalty: 4141.579102
	Iteration 55Q: 3 clusters Score -788359.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -788368.250000 Penalty: 4141.579102
	Iteration 56Q: 3 clusters Score -788368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -788371.750000 Penalty: 4141.579102
	Iteration 57Q: 3 clusters Score -788371.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -788376.500000 Penalty: 4141.579102
	Iteration 58Q: 3 clusters Score -788376.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -788380.562500 Penalty: 4141.579102
	Iteration 59Q: 3 clusters Score -788380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -788383.875000 Penalty: 4141.579102
	Iteration 60F: 3 clusters Score -788383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -788385.812500 Penalty: 4141.579102
	Iteration 61Q: 3 clusters Score -788385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -788392.625000 Penalty: 4141.579102
	Iteration 62Q: 3 clusters Score -788392.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -788393.062500 Penalty: 4141.579102
	Iteration 63Q: 3 clusters Score -788393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -788394.812500 Penalty: 4141.579102
	Iteration 64Q: 3 clusters Score -788394.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -788394.812500 Penalty: 4141.579102
	Iteration 65F: 3 clusters Score -788394.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -110125.609375 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -110125.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -108510.515625 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -108510.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -108710.398438 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -108710.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -108792.687500 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -108792.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -108824.234375 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -108824.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -108861.578125 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -108861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -108898.445312 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -108898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -108916.953125 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -108917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -108926.187500 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -108926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -108929.148438 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -108929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -108929.703125 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -108929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -108930.734375 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -108930.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -108930.734375 Penalty: 3191.535156
	Iteration 11F: 3 clusters Score -108930.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Entering Unmasked Estep 
Score: -7819209.000000 Penalty: 2640.590332
	Iteration 0F: 2 clusters Score -7819209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -7791292.000000 Penalty: 5281.180664
	Iteration 0F: 3 clusters Score -7791292 nChanged 19446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -7801955.500000 Penalty: 5281.180664
	Iteration 1F: 3 clusters Score -7801956 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -7802748.500000 Penalty: 5281.180664
	Iteration 2Q: 3 clusters Score -7802748 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -7803789.500000 Penalty: 5281.180664
	Iteration 3Q: 3 clusters Score -7803790 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -7805190.000000 Penalty: 5281.180664
	Iteration 4F: 3 clusters Score -7805190 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7806928.000000 Penalty: 5281.180664
	Iteration 5F: 3 clusters Score -7806928 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -7808979.000000 Penalty: 5281.180664
	Iteration 6F: 3 clusters Score -7808979 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -7811013.000000 Penalty: 5281.180664
	Iteration 7F: 3 clusters Score -7811013 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -7812478.500000 Penalty: 5281.180664
	Iteration 8F: 3 clusters Score -7812478 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -7813359.000000 Penalty: 5281.180664
	Iteration 9Q: 3 clusters Score -7813359 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -7813759.500000 Penalty: 5281.180664
	Iteration 10Q: 3 clusters Score -7813760 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -7813917.500000 Penalty: 5281.180664
	Iteration 11Q: 3 clusters Score -7813918 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -7814092.000000 Penalty: 5281.180664
	Iteration 12Q: 3 clusters Score -7814092 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -7814232.500000 Penalty: 5281.180664
	Iteration 13Q: 3 clusters Score -7814232 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -7814332.500000 Penalty: 5281.180664
	Iteration 14Q: 3 clusters Score -7814332 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -7814445.000000 Penalty: 5281.180664
	Iteration 15Q: 3 clusters Score -7814445 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -7814528.500000 Penalty: 5281.180664
	Iteration 16Q: 3 clusters Score -7814528 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -7814642.500000 Penalty: 5281.180664
	Iteration 17Q: 3 clusters Score -7814642 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -7814783.500000 Penalty: 5281.180664
	Iteration 18Q: 3 clusters Score -7814784 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -7814934.000000 Penalty: 5281.180664
	Iteration 19Q: 3 clusters Score -7814934 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -7815052.000000 Penalty: 5281.180664
	Iteration 20F: 3 clusters Score -7815052 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -7815245.000000 Penalty: 5281.180664
	Iteration 21Q: 3 clusters Score -7815245 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -7815422.000000 Penalty: 5281.180664
	Iteration 22Q: 3 clusters Score -7815422 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -7815634.500000 Penalty: 5281.180664
	Iteration 23Q: 3 clusters Score -7815634 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -7815784.000000 Penalty: 5281.180664
	Iteration 24Q: 3 clusters Score -7815784 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -7815958.500000 Penalty: 5281.180664
	Iteration 25Q: 3 clusters Score -7815958 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -7816135.500000 Penalty: 5281.180664
	Iteration 26Q: 3 clusters Score -7816136 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -7816338.000000 Penalty: 5281.180664
	Iteration 27Q: 3 clusters Score -7816338 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -7816510.000000 Penalty: 5281.180664
	Iteration 28Q: 3 clusters Score -7816510 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -7816668.000000 Penalty: 5281.180664
	Iteration 29Q: 3 clusters Score -7816668 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -7816790.000000 Penalty: 5281.180664
	Iteration 30Q: 3 clusters Score -7816790 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -7816915.000000 Penalty: 5281.180664
	Iteration 31Q: 3 clusters Score -7816915 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -7817028.000000 Penalty: 5281.180664
	Iteration 32Q: 3 clusters Score -7817028 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -7817119.000000 Penalty: 5281.180664
	Iteration 33Q: 3 clusters Score -7817119 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -7817212.500000 Penalty: 5281.180664
	Iteration 34Q: 3 clusters Score -7817212 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -7817325.000000 Penalty: 5281.180664
	Iteration 35Q: 3 clusters Score -7817325 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -7817390.000000 Penalty: 5281.180664
	Iteration 36Q: 3 clusters Score -7817390 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -7817460.500000 Penalty: 5281.180664
	Iteration 37Q: 3 clusters Score -7817460 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -7817529.000000 Penalty: 5281.180664
	Iteration 38Q: 3 clusters Score -7817529 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -7817558.000000 Penalty: 5281.180664
	Iteration 39Q: 3 clusters Score -7817558 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -7817606.500000 Penalty: 5281.180664
	Iteration 40F: 3 clusters Score -7817606 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -7817649.000000 Penalty: 5281.180664
	Iteration 41Q: 3 clusters Score -7817649 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -7817712.000000 Penalty: 5281.180664
	Iteration 42Q: 3 clusters Score -7817712 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -7817746.500000 Penalty: 5281.180664
	Iteration 43Q: 3 clusters Score -7817746 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -7817747.000000 Penalty: 5281.180664
	Iteration 44Q: 3 clusters Score -7817747 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -7817765.500000 Penalty: 5281.180664
	Iteration 45Q: 3 clusters Score -7817766 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -7817767.500000 Penalty: 5281.180664
	Iteration 46Q: 3 clusters Score -7817768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -7817793.000000 Penalty: 5281.180664
	Iteration 47Q: 3 clusters Score -7817793 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7817821.000000 Penalty: 5281.180664
	Iteration 48Q: 3 clusters Score -7817821 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -7817841.000000 Penalty: 5281.180664
	Iteration 49Q: 3 clusters Score -7817841 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -7817852.500000 Penalty: 5281.180664
	Iteration 50Q: 3 clusters Score -7817852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -7817867.000000 Penalty: 5281.180664
	Iteration 51Q: 3 clusters Score -7817867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -7817869.000000 Penalty: 5281.180664
	Iteration 52Q: 3 clusters Score -7817869 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7817896.500000 Penalty: 5281.180664
	Iteration 53Q: 3 clusters Score -7817896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -7817896.000000 Penalty: 5281.180664
	Iteration 54Q: 3 clusters Score -7817896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -7817897.500000 Penalty: 5281.180664
	Iteration 55Q: 3 clusters Score -7817898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -7817906.500000 Penalty: 5281.180664
	Iteration 56Q: 3 clusters Score -7817906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -7817923.500000 Penalty: 5281.180664
	Iteration 57Q: 3 clusters Score -7817924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -7817916.000000 Penalty: 5281.180664
	Iteration 58Q: 3 clusters Score -7817916 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -7817935.000000 Penalty: 5281.180664
	Iteration 59Q: 3 clusters Score -7817935 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -7817952.000000 Penalty: 5281.180664
	Iteration 60F: 3 clusters Score -7817952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -7817964.500000 Penalty: 5281.180664
	Iteration 61Q: 3 clusters Score -7817964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -7817953.500000 Penalty: 5281.180664
	Iteration 62Q: 3 clusters Score -7817954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -7817959.500000 Penalty: 5281.180664
	Iteration 63Q: 3 clusters Score -7817960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -7817981.000000 Penalty: 5281.180664
	Iteration 64Q: 3 clusters Score -7817981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -7817993.500000 Penalty: 5281.180664
	Iteration 65Q: 3 clusters Score -7817994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -7817993.500000 Penalty: 5281.180664
	Iteration 66Q: 3 clusters Score -7817994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -7818004.500000 Penalty: 5281.180664
	Iteration 67Q: 3 clusters Score -7818004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -7818010.000000 Penalty: 5281.180664
	Iteration 68Q: 3 clusters Score -7818010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -7818007.500000 Penalty: 5281.180664
	Iteration 69Q: 3 clusters Score -7818008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -7818002.000000 Penalty: 5281.180664
	Iteration 70Q: 3 clusters Score -7818002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -7818005.500000 Penalty: 5281.180664
	Iteration 71Q: 3 clusters Score -7818006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -7818012.000000 Penalty: 5281.180664
	Iteration 72Q: 3 clusters Score -7818012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -7818025.500000 Penalty: 5281.180664
	Iteration 73Q: 3 clusters Score -7818026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -7818025.500000 Penalty: 5281.180664
	Iteration 74Q: 3 clusters Score -7818026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -7818033.500000 Penalty: 5281.180664
	Iteration 75Q: 3 clusters Score -7818034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -7818031.000000 Penalty: 5281.180664
	Iteration 76Q: 3 clusters Score -7818031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -7818044.500000 Penalty: 5281.180664
	Iteration 77Q: 3 clusters Score -7818044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -7818046.000000 Penalty: 5281.180664
	Iteration 78Q: 3 clusters Score -7818046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -7818046.000000 Penalty: 5281.180664
	Iteration 79Q: 3 clusters Score -7818046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -7818035.000000 Penalty: 5281.180664
	Iteration 80F: 3 clusters Score -7818035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -7818034.000000 Penalty: 5281.180664
	Iteration 81Q: 3 clusters Score -7818034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -7818036.000000 Penalty: 5281.180664
	Iteration 82Q: 3 clusters Score -7818036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -7818031.000000 Penalty: 5281.180664
	Iteration 83Q: 3 clusters Score -7818031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7818028.500000 Penalty: 5281.180664
	Iteration 84Q: 3 clusters Score -7818028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -7818022.500000 Penalty: 5281.180664
	Iteration 85Q: 3 clusters Score -7818022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -7818033.000000 Penalty: 5281.180664
	Iteration 86Q: 3 clusters Score -7818033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -7818032.000000 Penalty: 5281.180664
	Iteration 87Q: 3 clusters Score -7818032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -7818034.500000 Penalty: 5281.180664
	Iteration 88Q: 3 clusters Score -7818034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -7818033.500000 Penalty: 5281.180664
	Iteration 89Q: 3 clusters Score -7818034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -7818036.000000 Penalty: 5281.180664
	Iteration 90Q: 3 clusters Score -7818036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -7818031.500000 Penalty: 5281.180664
	Iteration 91Q: 3 clusters Score -7818032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -7818029.500000 Penalty: 5281.180664
	Iteration 92Q: 3 clusters Score -7818030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7818031.000000 Penalty: 5281.180664
	Iteration 93Q: 3 clusters Score -7818031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -7818034.500000 Penalty: 5281.180664
	Iteration 94Q: 3 clusters Score -7818034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -7818031.000000 Penalty: 5281.180664
	Iteration 95Q: 3 clusters Score -7818031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -7818031.500000 Penalty: 5281.180664
	Iteration 96Q: 3 clusters Score -7818032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -7818040.500000 Penalty: 5281.180664
	Iteration 97Q: 3 clusters Score -7818040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7818039.000000 Penalty: 5281.180664
	Iteration 98Q: 3 clusters Score -7818039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -7818040.500000 Penalty: 5281.180664
	Iteration 99Q: 3 clusters Score -7818040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -7818039.000000 Penalty: 5281.180664
	Iteration 100F: 3 clusters Score -7818039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -7818039.500000 Penalty: 5281.180664
	Iteration 101Q: 3 clusters Score -7818040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -7818033.500000 Penalty: 5281.180664
	Iteration 102Q: 3 clusters Score -7818034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -7818035.500000 Penalty: 5281.180664
	Iteration 103Q: 3 clusters Score -7818036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -7818051.500000 Penalty: 5281.180664
	Iteration 104Q: 3 clusters Score -7818052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -7818044.500000 Penalty: 5281.180664
	Iteration 105Q: 3 clusters Score -7818044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -7818044.000000 Penalty: 5281.180664
	Iteration 106Q: 3 clusters Score -7818044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -7818037.500000 Penalty: 5281.180664
	Iteration 107Q: 3 clusters Score -7818038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -7818041.000000 Penalty: 5281.180664
	Iteration 108Q: 3 clusters Score -7818041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -7818040.500000 Penalty: 5281.180664
	Iteration 109Q: 3 clusters Score -7818040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -7818048.000000 Penalty: 5281.180664
	Iteration 110Q: 3 clusters Score -7818048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -7818041.000000 Penalty: 5281.180664
	Iteration 111Q: 3 clusters Score -7818041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -7818044.000000 Penalty: 5281.180664
	Iteration 112Q: 3 clusters Score -7818044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7818044.500000 Penalty: 5281.180664
	Iteration 113Q: 3 clusters Score -7818044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7818044.500000 Penalty: 5281.180664
	Iteration 114F: 3 clusters Score -7818044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -41552.238281 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -41552.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -40331.605469 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -40331.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40412.531250 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -40412.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40476.628906 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -40476.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40498.769531 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -40498.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40498.769531 Penalty: 2730.644531
	Iteration 4F: 3 clusters Score -40498.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Entering Unmasked Estep 
Score: -8386938.000000 Penalty: 2657.973633
	Iteration 0F: 2 clusters Score -8386938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8357666.000000 Penalty: 5315.947266
	Iteration 0F: 3 clusters Score -8357666 nChanged 20833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -8369395.500000 Penalty: 5315.947266
	Iteration 1F: 3 clusters Score -8369396 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -8370215.500000 Penalty: 5315.947266
	Iteration 2Q: 3 clusters Score -8370216 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -8371365.000000 Penalty: 5315.947266
	Iteration 3Q: 3 clusters Score -8371365 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -8373000.000000 Penalty: 5315.947266
	Iteration 4F: 3 clusters Score -8373000 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -8375210.500000 Penalty: 5315.947266
	Iteration 5F: 3 clusters Score -8375210 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -8378005.000000 Penalty: 5315.947266
	Iteration 6F: 3 clusters Score -8378005 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -8381085.000000 Penalty: 5315.947266
	Iteration 7F: 3 clusters Score -8381085 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -8383201.500000 Penalty: 5315.947266
	Iteration 8F: 3 clusters Score -8383202 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -8384147.000000 Penalty: 5315.947266
	Iteration 9Q: 3 clusters Score -8384147 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -8384576.500000 Penalty: 5315.947266
	Iteration 10Q: 3 clusters Score -8384576 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -8384841.000000 Penalty: 5315.947266
	Iteration 11Q: 3 clusters Score -8384841 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -8385002.000000 Penalty: 5315.947266
	Iteration 12Q: 3 clusters Score -8385002 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -8385069.000000 Penalty: 5315.947266
	Iteration 13Q: 3 clusters Score -8385069 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -8385112.500000 Penalty: 5315.947266
	Iteration 14Q: 3 clusters Score -8385112 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -8385143.000000 Penalty: 5315.947266
	Iteration 15Q: 3 clusters Score -8385143 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -8385160.500000 Penalty: 5315.947266
	Iteration 16Q: 3 clusters Score -8385160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -8385164.000000 Penalty: 5315.947266
	Iteration 17Q: 3 clusters Score -8385164 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -8385145.500000 Penalty: 5315.947266
	Iteration 18Q: 3 clusters Score -8385146 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -8385151.500000 Penalty: 5315.947266
	Iteration 19Q: 3 clusters Score -8385152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -8385138.000000 Penalty: 5315.947266
	Iteration 20F: 3 clusters Score -8385138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -8385133.500000 Penalty: 5315.947266
	Iteration 21Q: 3 clusters Score -8385134 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -8385145.000000 Penalty: 5315.947266
	Iteration 22Q: 3 clusters Score -8385145 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -8385136.500000 Penalty: 5315.947266
	Iteration 23Q: 3 clusters Score -8385136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -8385156.000000 Penalty: 5315.947266
	Iteration 24Q: 3 clusters Score -8385156 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -8385152.000000 Penalty: 5315.947266
	Iteration 25Q: 3 clusters Score -8385152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -8385145.000000 Penalty: 5315.947266
	Iteration 26Q: 3 clusters Score -8385145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -8385150.500000 Penalty: 5315.947266
	Iteration 27Q: 3 clusters Score -8385150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -8385159.000000 Penalty: 5315.947266
	Iteration 28Q: 3 clusters Score -8385159 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -8385151.000000 Penalty: 5315.947266
	Iteration 29Q: 3 clusters Score -8385151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -8385160.500000 Penalty: 5315.947266
	Iteration 30Q: 3 clusters Score -8385160 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -8385148.000000 Penalty: 5315.947266
	Iteration 31Q: 3 clusters Score -8385148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -8385156.500000 Penalty: 5315.947266
	Iteration 32Q: 3 clusters Score -8385156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -8385143.000000 Penalty: 5315.947266
	Iteration 33Q: 3 clusters Score -8385143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -8385147.000000 Penalty: 5315.947266
	Iteration 34Q: 3 clusters Score -8385147 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -8385159.500000 Penalty: 5315.947266
	Iteration 35Q: 3 clusters Score -8385160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -8385136.500000 Penalty: 5315.947266
	Iteration 36Q: 3 clusters Score -8385136 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -8385130.500000 Penalty: 5315.947266
	Iteration 37Q: 3 clusters Score -8385130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -8385138.500000 Penalty: 5315.947266
	Iteration 38Q: 3 clusters Score -8385138 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -8385117.000000 Penalty: 5315.947266
	Iteration 39Q: 3 clusters Score -8385117 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -8385102.000000 Penalty: 5315.947266
	Iteration 40F: 3 clusters Score -8385102 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -8385103.500000 Penalty: 5315.947266
	Iteration 41Q: 3 clusters Score -8385104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -8385099.500000 Penalty: 5315.947266
	Iteration 42Q: 3 clusters Score -8385100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -8385089.000000 Penalty: 5315.947266
	Iteration 43Q: 3 clusters Score -8385089 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -8385102.000000 Penalty: 5315.947266
	Iteration 44Q: 3 clusters Score -8385102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -8385113.500000 Penalty: 5315.947266
	Iteration 45Q: 3 clusters Score -8385114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -8385106.000000 Penalty: 5315.947266
	Iteration 46Q: 3 clusters Score -8385106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -8385107.000000 Penalty: 5315.947266
	Iteration 47Q: 3 clusters Score -8385107 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -8385119.500000 Penalty: 5315.947266
	Iteration 48Q: 3 clusters Score -8385120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -8385105.000000 Penalty: 5315.947266
	Iteration 49Q: 3 clusters Score -8385105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -8385105.000000 Penalty: 5315.947266
	Iteration 50Q: 3 clusters Score -8385105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -8385104.000000 Penalty: 5315.947266
	Iteration 51Q: 3 clusters Score -8385104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -8385104.500000 Penalty: 5315.947266
	Iteration 52Q: 3 clusters Score -8385104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -8385082.000000 Penalty: 5315.947266
	Iteration 53Q: 3 clusters Score -8385082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -8385089.500000 Penalty: 5315.947266
	Iteration 54Q: 3 clusters Score -8385090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -8385097.000000 Penalty: 5315.947266
	Iteration 55Q: 3 clusters Score -8385097 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -8385097.000000 Penalty: 5315.947266
	Iteration 56Q: 3 clusters Score -8385097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -8385108.000000 Penalty: 5315.947266
	Iteration 57Q: 3 clusters Score -8385108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -8385083.500000 Penalty: 5315.947266
	Iteration 58Q: 3 clusters Score -8385084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -8385087.000000 Penalty: 5315.947266
	Iteration 59Q: 3 clusters Score -8385087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -8385072.500000 Penalty: 5315.947266
	Iteration 60F: 3 clusters Score -8385072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -8385076.500000 Penalty: 5315.947266
	Iteration 61Q: 3 clusters Score -8385076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -8385080.500000 Penalty: 5315.947266
	Iteration 62Q: 3 clusters Score -8385080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -8385089.500000 Penalty: 5315.947266
	Iteration 63Q: 3 clusters Score -8385090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -8385089.000000 Penalty: 5315.947266
	Iteration 64Q: 3 clusters Score -8385089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -8385088.500000 Penalty: 5315.947266
	Iteration 65Q: 3 clusters Score -8385088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -8385073.000000 Penalty: 5315.947266
	Iteration 66Q: 3 clusters Score -8385073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -8385074.500000 Penalty: 5315.947266
	Iteration 67Q: 3 clusters Score -8385074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -8385088.500000 Penalty: 5315.947266
	Iteration 68Q: 3 clusters Score -8385088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -8385096.500000 Penalty: 5315.947266
	Iteration 69Q: 3 clusters Score -8385096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -8385085.000000 Penalty: 5315.947266
	Iteration 70Q: 3 clusters Score -8385085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -8385082.500000 Penalty: 5315.947266
	Iteration 71Q: 3 clusters Score -8385082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -8385085.000000 Penalty: 5315.947266
	Iteration 72Q: 3 clusters Score -8385085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -8385088.500000 Penalty: 5315.947266
	Iteration 73Q: 3 clusters Score -8385088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -8385096.000000 Penalty: 5315.947266
	Iteration 74Q: 3 clusters Score -8385096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -8385095.500000 Penalty: 5315.947266
	Iteration 75Q: 3 clusters Score -8385096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -8385090.000000 Penalty: 5315.947266
	Iteration 76Q: 3 clusters Score -8385090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -8385098.500000 Penalty: 5315.947266
	Iteration 77Q: 3 clusters Score -8385098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -8385083.000000 Penalty: 5315.947266
	Iteration 78Q: 3 clusters Score -8385083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -8385085.000000 Penalty: 5315.947266
	Iteration 79Q: 3 clusters Score -8385085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -8385076.000000 Penalty: 5315.947266
	Iteration 80F: 3 clusters Score -8385076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -8385073.000000 Penalty: 5315.947266
	Iteration 81Q: 3 clusters Score -8385073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -8385070.500000 Penalty: 5315.947266
	Iteration 82Q: 3 clusters Score -8385070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -8385069.500000 Penalty: 5315.947266
	Iteration 83Q: 3 clusters Score -8385070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -8385068.000000 Penalty: 5315.947266
	Iteration 84Q: 3 clusters Score -8385068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -8385067.500000 Penalty: 5315.947266
	Iteration 85Q: 3 clusters Score -8385068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -8385066.500000 Penalty: 5315.947266
	Iteration 86Q: 3 clusters Score -8385066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -8385065.000000 Penalty: 5315.947266
	Iteration 87Q: 3 clusters Score -8385065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -8385070.500000 Penalty: 5315.947266
	Iteration 88Q: 3 clusters Score -8385070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -8385044.500000 Penalty: 5315.947266
	Iteration 89Q: 3 clusters Score -8385044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -8385041.500000 Penalty: 5315.947266
	Iteration 90Q: 3 clusters Score -8385042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -8385051.500000 Penalty: 5315.947266
	Iteration 91Q: 3 clusters Score -8385052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -8385054.000000 Penalty: 5315.947266
	Iteration 92Q: 3 clusters Score -8385054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -8385050.000000 Penalty: 5315.947266
	Iteration 93Q: 3 clusters Score -8385050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -8385049.000000 Penalty: 5315.947266
	Iteration 94Q: 3 clusters Score -8385049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -8385050.000000 Penalty: 5315.947266
	Iteration 95Q: 3 clusters Score -8385050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -8385054.000000 Penalty: 5315.947266
	Iteration 96Q: 3 clusters Score -8385054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -8385046.500000 Penalty: 5315.947266
	Iteration 97Q: 3 clusters Score -8385046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -8385045.000000 Penalty: 5315.947266
	Iteration 98Q: 3 clusters Score -8385045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -8385051.000000 Penalty: 5315.947266
	Iteration 99Q: 3 clusters Score -8385051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -8385052.000000 Penalty: 5315.947266
	Iteration 100F: 3 clusters Score -8385052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -8385049.000000 Penalty: 5315.947266
	Iteration 101Q: 3 clusters Score -8385049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -8385053.500000 Penalty: 5315.947266
	Iteration 102Q: 3 clusters Score -8385054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -8385070.500000 Penalty: 5315.947266
	Iteration 103Q: 3 clusters Score -8385070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -8385071.000000 Penalty: 5315.947266
	Iteration 104Q: 3 clusters Score -8385071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -8385069.500000 Penalty: 5315.947266
	Iteration 105Q: 3 clusters Score -8385070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -8385070.000000 Penalty: 5315.947266
	Iteration 106Q: 3 clusters Score -8385070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -8385071.500000 Penalty: 5315.947266
	Iteration 107Q: 3 clusters Score -8385072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -8385056.000000 Penalty: 5315.947266
	Iteration 108Q: 3 clusters Score -8385056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -8385064.000000 Penalty: 5315.947266
	Iteration 109Q: 3 clusters Score -8385064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -8385068.500000 Penalty: 5315.947266
	Iteration 110Q: 3 clusters Score -8385068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -8385058.500000 Penalty: 5315.947266
	Iteration 111Q: 3 clusters Score -8385058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -8385079.500000 Penalty: 5315.947266
	Iteration 112Q: 3 clusters Score -8385080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -8385072.500000 Penalty: 5315.947266
	Iteration 113Q: 3 clusters Score -8385072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -8385072.000000 Penalty: 5315.947266
	Iteration 114Q: 3 clusters Score -8385072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -8385072.500000 Penalty: 5315.947266
	Iteration 115Q: 3 clusters Score -8385072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -8385071.000000 Penalty: 5315.947266
	Iteration 116Q: 3 clusters Score -8385071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -8385065.500000 Penalty: 5315.947266
	Iteration 117Q: 3 clusters Score -8385066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -8385066.500000 Penalty: 5315.947266
	Iteration 118Q: 3 clusters Score -8385066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -8385067.500000 Penalty: 5315.947266
	Iteration 119Q: 3 clusters Score -8385068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -8385067.500000 Penalty: 5315.947266
	Iteration 120F: 3 clusters Score -8385068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -103548.531250 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -103548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -101828.273438 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -101828.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102307.898438 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -102307.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102577.804688 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -102577.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -102765.804688 Penalty: 3311.208252
	Iteration 3F: 3 clusters Score -102765.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102928.828125 Penalty: 3311.208252
	Iteration 4F: 3 clusters Score -102928.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -103041.234375 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -103041.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103153.601562 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -103153.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103243.781250 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -103243.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103303.679688 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -103303.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103388.296875 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -103388.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103436.484375 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -103436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103470.687500 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -103470.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103514.000000 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -103514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -103535.351562 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -103535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -103547.289062 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -103547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103555.328125 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -103555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103574.351562 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -103574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103615.585938 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -103615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103640.828125 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -103640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103647.226562 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -103647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103665.195312 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -103665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103680.500000 Penalty: 3311.208252
	Iteration 21Q: 3 clusters Score -103680.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103689.906250 Penalty: 3311.208252
	Iteration 22Q: 3 clusters Score -103689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -103693.515625 Penalty: 3311.208252
	Iteration 23Q: 3 clusters Score -103693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103703.109375 Penalty: 3311.208252
	Iteration 24Q: 3 clusters Score -103703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103703.109375 Penalty: 3311.208252
	Iteration 25F: 3 clusters Score -103703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40453 members 
Mstep: Class 3 contains 42263 members 
Mstep: Class 4 contains 35706 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42548 members 
Mstep: Class 7 contains 44588 members 
Mstep: Class 8 contains 7309 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42089 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 45145 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 41652 members 
Mstep: Class 21 contains 40706 members 
Mstep: Class 22 contains 44324 members 
Mstep: Class 23 contains 48248 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44478 members 
Mstep: Class 26 contains 51171 members 
Mstep: Class 27 contains 369 members 
Entering Unmasked Estep 
Score: -106676832.000000 Penalty: 88917.406250
Splitting cluster 19 changes total score from -106679376.000000 to -106676832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (41652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Entering Unmasked Estep 
Score: -7658901.500000 Penalty: 2638.001953
	Iteration 0F: 2 clusters Score -7658902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -7630748.000000 Penalty: 5276.003906
	Iteration 0F: 3 clusters Score -7630748 nChanged 19071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -7640998.000000 Penalty: 5276.003906
	Iteration 1F: 3 clusters Score -7640998 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -7641427.500000 Penalty: 5276.003906
	Iteration 2Q: 3 clusters Score -7641428 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -7641916.000000 Penalty: 5276.003906
	Iteration 3Q: 3 clusters Score -7641916 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -7642452.000000 Penalty: 5276.003906
	Iteration 4Q: 3 clusters Score -7642452 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -7643225.000000 Penalty: 5276.003906
	Iteration 5Q: 3 clusters Score -7643225 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -7644572.000000 Penalty: 5276.003906
	Iteration 6F: 3 clusters Score -7644572 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -7646688.000000 Penalty: 5276.003906
	Iteration 7F: 3 clusters Score -7646688 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -7649618.500000 Penalty: 5276.003906
	Iteration 8F: 3 clusters Score -7649618 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -7652379.000000 Penalty: 5276.003906
	Iteration 9F: 3 clusters Score -7652379 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -7654432.500000 Penalty: 5276.003906
	Iteration 10F: 3 clusters Score -7654432 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -7655481.500000 Penalty: 5276.003906
	Iteration 11Q: 3 clusters Score -7655482 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -7656051.500000 Penalty: 5276.003906
	Iteration 12Q: 3 clusters Score -7656052 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -7656310.500000 Penalty: 5276.003906
	Iteration 13Q: 3 clusters Score -7656310 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7656468.000000 Penalty: 5276.003906
	Iteration 14Q: 3 clusters Score -7656468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -7656565.000000 Penalty: 5276.003906
	Iteration 15Q: 3 clusters Score -7656565 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -7656609.500000 Penalty: 5276.003906
	Iteration 16Q: 3 clusters Score -7656610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -7656646.500000 Penalty: 5276.003906
	Iteration 17Q: 3 clusters Score -7656646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -7656671.500000 Penalty: 5276.003906
	Iteration 18Q: 3 clusters Score -7656672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -7656694.500000 Penalty: 5276.003906
	Iteration 19Q: 3 clusters Score -7656694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -7656693.000000 Penalty: 5276.003906
	Iteration 20F: 3 clusters Score -7656693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -7656714.500000 Penalty: 5276.003906
	Iteration 21Q: 3 clusters Score -7656714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -7656717.500000 Penalty: 5276.003906
	Iteration 22Q: 3 clusters Score -7656718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -7656728.000000 Penalty: 5276.003906
	Iteration 23Q: 3 clusters Score -7656728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -7656731.000000 Penalty: 5276.003906
	Iteration 24Q: 3 clusters Score -7656731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -7656733.000000 Penalty: 5276.003906
	Iteration 25Q: 3 clusters Score -7656733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -7656735.000000 Penalty: 5276.003906
	Iteration 26Q: 3 clusters Score -7656735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -7656738.500000 Penalty: 5276.003906
	Iteration 27Q: 3 clusters Score -7656738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -7656742.000000 Penalty: 5276.003906
	Iteration 28Q: 3 clusters Score -7656742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -7656744.000000 Penalty: 5276.003906
	Iteration 29Q: 3 clusters Score -7656744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -7656746.000000 Penalty: 5276.003906
	Iteration 30Q: 3 clusters Score -7656746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -7656744.000000 Penalty: 5276.003906
	Iteration 31Q: 3 clusters Score -7656744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -7656746.000000 Penalty: 5276.003906
	Iteration 32Q: 3 clusters Score -7656746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -7656740.000000 Penalty: 5276.003906
	Iteration 33Q: 3 clusters Score -7656740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -7656745.500000 Penalty: 5276.003906
	Iteration 34Q: 3 clusters Score -7656746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -7656744.500000 Penalty: 5276.003906
	Iteration 35Q: 3 clusters Score -7656744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -7656746.000000 Penalty: 5276.003906
	Iteration 36Q: 3 clusters Score -7656746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -7656744.000000 Penalty: 5276.003906
	Iteration 37Q: 3 clusters Score -7656744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -7656745.000000 Penalty: 5276.003906
	Iteration 38Q: 3 clusters Score -7656745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -7656744.500000 Penalty: 5276.003906
	Iteration 39Q: 3 clusters Score -7656744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -7656753.000000 Penalty: 5276.003906
	Iteration 40F: 3 clusters Score -7656753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -7656751.000000 Penalty: 5276.003906
	Iteration 41Q: 3 clusters Score -7656751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -7656757.000000 Penalty: 5276.003906
	Iteration 42Q: 3 clusters Score -7656757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -7656758.000000 Penalty: 5276.003906
	Iteration 43Q: 3 clusters Score -7656758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -7656758.000000 Penalty: 5276.003906
	Iteration 44Q: 3 clusters Score -7656758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -7656751.500000 Penalty: 5276.003906
	Iteration 45Q: 3 clusters Score -7656752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -7656752.500000 Penalty: 5276.003906
	Iteration 46Q: 3 clusters Score -7656752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -7656752.500000 Penalty: 5276.003906
	Iteration 47F: 3 clusters Score -7656752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Entering Unmasked Estep 
Score: -7495705.500000 Penalty: 2632.304443
	Iteration 0F: 2 clusters Score -7495706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -7468059.000000 Penalty: 5264.608887
	Iteration 0F: 3 clusters Score -7468059 nChanged 18637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -7478053.500000 Penalty: 5264.608887
	Iteration 1F: 3 clusters Score -7478054 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -7478472.000000 Penalty: 5264.608887
	Iteration 2Q: 3 clusters Score -7478472 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -7478830.000000 Penalty: 5264.608887
	Iteration 3Q: 3 clusters Score -7478830 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -7479291.000000 Penalty: 5264.608887
	Iteration 4Q: 3 clusters Score -7479291 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -7479813.000000 Penalty: 5264.608887
	Iteration 5Q: 3 clusters Score -7479813 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -7480529.000000 Penalty: 5264.608887
	Iteration 6Q: 3 clusters Score -7480529 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -7481579.500000 Penalty: 5264.608887
	Iteration 7F: 3 clusters Score -7481580 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -7483180.000000 Penalty: 5264.608887
	Iteration 8F: 3 clusters Score -7483180 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -7485273.000000 Penalty: 5264.608887
	Iteration 9F: 3 clusters Score -7485273 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -7487785.000000 Penalty: 5264.608887
	Iteration 10F: 3 clusters Score -7487785 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -7490339.000000 Penalty: 5264.608887
	Iteration 11F: 3 clusters Score -7490339 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -7492544.000000 Penalty: 5264.608887
	Iteration 12Q: 3 clusters Score -7492544 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -7493324.500000 Penalty: 5264.608887
	Iteration 13Q: 3 clusters Score -7493324 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -7493572.500000 Penalty: 5264.608887
	Iteration 14Q: 3 clusters Score -7493572 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -7493697.000000 Penalty: 5264.608887
	Iteration 15Q: 3 clusters Score -7493697 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -7493750.000000 Penalty: 5264.608887
	Iteration 16Q: 3 clusters Score -7493750 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -7493777.000000 Penalty: 5264.608887
	Iteration 17Q: 3 clusters Score -7493777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -7493775.000000 Penalty: 5264.608887
	Iteration 18Q: 3 clusters Score -7493775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -7493793.000000 Penalty: 5264.608887
	Iteration 19Q: 3 clusters Score -7493793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -7493809.500000 Penalty: 5264.608887
	Iteration 20F: 3 clusters Score -7493810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7493806.500000 Penalty: 5264.608887
	Iteration 21Q: 3 clusters Score -7493806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -7493819.000000 Penalty: 5264.608887
	Iteration 22Q: 3 clusters Score -7493819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -7493819.000000 Penalty: 5264.608887
	Iteration 23Q: 3 clusters Score -7493819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -7493824.500000 Penalty: 5264.608887
	Iteration 24Q: 3 clusters Score -7493824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -7493812.000000 Penalty: 5264.608887
	Iteration 25Q: 3 clusters Score -7493812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -7493819.500000 Penalty: 5264.608887
	Iteration 26Q: 3 clusters Score -7493820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -7493825.000000 Penalty: 5264.608887
	Iteration 27Q: 3 clusters Score -7493825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -7493823.500000 Penalty: 5264.608887
	Iteration 28Q: 3 clusters Score -7493824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -7493823.000000 Penalty: 5264.608887
	Iteration 29Q: 3 clusters Score -7493823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -7493831.500000 Penalty: 5264.608887
	Iteration 30Q: 3 clusters Score -7493832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -7493835.500000 Penalty: 5264.608887
	Iteration 31Q: 3 clusters Score -7493836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -7493831.000000 Penalty: 5264.608887
	Iteration 32Q: 3 clusters Score -7493831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -7493831.500000 Penalty: 5264.608887
	Iteration 33Q: 3 clusters Score -7493832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -7493827.000000 Penalty: 5264.608887
	Iteration 34Q: 3 clusters Score -7493827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -7493827.000000 Penalty: 5264.608887
	Iteration 35F: 3 clusters Score -7493827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Entering Unmasked Estep 
Score: -8217201.500000 Penalty: 2653.421875
	Iteration 0F: 2 clusters Score -8217202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -8188625.000000 Penalty: 5306.843750
	Iteration 0F: 3 clusters Score -8188625 nChanged 20308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -8199875.500000 Penalty: 5306.843750
	Iteration 1F: 3 clusters Score -8199876 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -8200370.000000 Penalty: 5306.843750
	Iteration 2Q: 3 clusters Score -8200370 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -8200767.000000 Penalty: 5306.843750
	Iteration 3Q: 3 clusters Score -8200767 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -8201275.500000 Penalty: 5306.843750
	Iteration 4Q: 3 clusters Score -8201276 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -8201856.000000 Penalty: 5306.843750
	Iteration 5Q: 3 clusters Score -8201856 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -8202777.000000 Penalty: 5306.843750
	Iteration 6Q: 3 clusters Score -8202777 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -8204320.000000 Penalty: 5306.843750
	Iteration 7F: 3 clusters Score -8204320 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -8206617.500000 Penalty: 5306.843750
	Iteration 8F: 3 clusters Score -8206618 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -8209325.000000 Penalty: 5306.843750
	Iteration 9F: 3 clusters Score -8209325 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -8211820.500000 Penalty: 5306.843750
	Iteration 10F: 3 clusters Score -8211820 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8213644.500000 Penalty: 5306.843750
	Iteration 11Q: 3 clusters Score -8213644 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8214458.500000 Penalty: 5306.843750
	Iteration 12Q: 3 clusters Score -8214458 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8214703.500000 Penalty: 5306.843750
	Iteration 13Q: 3 clusters Score -8214704 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8214841.500000 Penalty: 5306.843750
	Iteration 14Q: 3 clusters Score -8214842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8214931.000000 Penalty: 5306.843750
	Iteration 15Q: 3 clusters Score -8214931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8214974.500000 Penalty: 5306.843750
	Iteration 16Q: 3 clusters Score -8214974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8214986.500000 Penalty: 5306.843750
	Iteration 17Q: 3 clusters Score -8214986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8215004.500000 Penalty: 5306.843750
	Iteration 18Q: 3 clusters Score -8215004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8215004.500000 Penalty: 5306.843750
	Iteration 19Q: 3 clusters Score -8215004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8215005.500000 Penalty: 5306.843750
	Iteration 20F: 3 clusters Score -8215006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8215006.000000 Penalty: 5306.843750
	Iteration 21Q: 3 clusters Score -8215006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8215004.500000 Penalty: 5306.843750
	Iteration 22Q: 3 clusters Score -8215004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8215010.500000 Penalty: 5306.843750
	Iteration 23Q: 3 clusters Score -8215010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8215015.000000 Penalty: 5306.843750
	Iteration 24Q: 3 clusters Score -8215015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8215019.000000 Penalty: 5306.843750
	Iteration 25Q: 3 clusters Score -8215019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8215018.000000 Penalty: 5306.843750
	Iteration 26Q: 3 clusters Score -8215018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8215024.000000 Penalty: 5306.843750
	Iteration 27Q: 3 clusters Score -8215024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8215023.500000 Penalty: 5306.843750
	Iteration 28Q: 3 clusters Score -8215024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8215029.000000 Penalty: 5306.843750
	Iteration 29Q: 3 clusters Score -8215029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8215023.000000 Penalty: 5306.843750
	Iteration 30Q: 3 clusters Score -8215023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8215023.000000 Penalty: 5306.843750
	Iteration 31F: 3 clusters Score -8215023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Entering Unmasked Estep 
Score: -9000870.000000 Penalty: 2674.459229
	Iteration 0F: 2 clusters Score -9000870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -8971370.000000 Penalty: 5348.918457
	Iteration 0F: 3 clusters Score -8971370 nChanged 22357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -8983504.000000 Penalty: 5348.918457
	Iteration 1F: 3 clusters Score -8983504 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -8983915.000000 Penalty: 5348.918457
	Iteration 2Q: 3 clusters Score -8983915 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -8984297.000000 Penalty: 5348.918457
	Iteration 3Q: 3 clusters Score -8984297 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -8984590.000000 Penalty: 5348.918457
	Iteration 4Q: 3 clusters Score -8984590 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -8984919.000000 Penalty: 5348.918457
	Iteration 5Q: 3 clusters Score -8984919 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -8985252.000000 Penalty: 5348.918457
	Iteration 6Q: 3 clusters Score -8985252 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -8985749.000000 Penalty: 5348.918457
	Iteration 7Q: 3 clusters Score -8985749 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -8986293.000000 Penalty: 5348.918457
	Iteration 8Q: 3 clusters Score -8986293 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -8987151.000000 Penalty: 5348.918457
	Iteration 9Q: 3 clusters Score -8987151 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -8988415.000000 Penalty: 5348.918457
	Iteration 10Q: 3 clusters Score -8988415 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8990234.000000 Penalty: 5348.918457
	Iteration 11F: 3 clusters Score -8990234 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -8992391.000000 Penalty: 5348.918457
	Iteration 12F: 3 clusters Score -8992391 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -8994660.000000 Penalty: 5348.918457
	Iteration 13F: 3 clusters Score -8994660 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -8996124.000000 Penalty: 5348.918457
	Iteration 14Q: 3 clusters Score -8996124 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -8996964.000000 Penalty: 5348.918457
	Iteration 15Q: 3 clusters Score -8996964 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -8997547.000000 Penalty: 5348.918457
	Iteration 16Q: 3 clusters Score -8997547 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -8997884.000000 Penalty: 5348.918457
	Iteration 17Q: 3 clusters Score -8997884 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -8998108.000000 Penalty: 5348.918457
	Iteration 18Q: 3 clusters Score -8998108 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -8998310.000000 Penalty: 5348.918457
	Iteration 19Q: 3 clusters Score -8998310 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -8998426.000000 Penalty: 5348.918457
	Iteration 20F: 3 clusters Score -8998426 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -8998481.000000 Penalty: 5348.918457
	Iteration 21Q: 3 clusters Score -8998481 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -8998517.000000 Penalty: 5348.918457
	Iteration 22Q: 3 clusters Score -8998517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -8998563.000000 Penalty: 5348.918457
	Iteration 23Q: 3 clusters Score -8998563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -8998591.000000 Penalty: 5348.918457
	Iteration 24Q: 3 clusters Score -8998591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -8998610.000000 Penalty: 5348.918457
	Iteration 25Q: 3 clusters Score -8998610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -8998619.000000 Penalty: 5348.918457
	Iteration 26Q: 3 clusters Score -8998619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -8998621.000000 Penalty: 5348.918457
	Iteration 27Q: 3 clusters Score -8998621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -8998616.000000 Penalty: 5348.918457
	Iteration 28Q: 3 clusters Score -8998616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -8998625.000000 Penalty: 5348.918457
	Iteration 29Q: 3 clusters Score -8998625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -8998629.000000 Penalty: 5348.918457
	Iteration 30Q: 3 clusters Score -8998629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -8998623.000000 Penalty: 5348.918457
	Iteration 31Q: 3 clusters Score -8998623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -8998636.000000 Penalty: 5348.918457
	Iteration 32Q: 3 clusters Score -8998636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -8998638.000000 Penalty: 5348.918457
	Iteration 33Q: 3 clusters Score -8998638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -8998634.000000 Penalty: 5348.918457
	Iteration 34Q: 3 clusters Score -8998634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -8998631.000000 Penalty: 5348.918457
	Iteration 35Q: 3 clusters Score -8998631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -8998633.000000 Penalty: 5348.918457
	Iteration 36Q: 3 clusters Score -8998633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -8998637.000000 Penalty: 5348.918457
	Iteration 37Q: 3 clusters Score -8998637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -8998637.000000 Penalty: 5348.918457
	Iteration 38F: 3 clusters Score -8998637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -127269.539062 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -127269.5 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 422 members 
Entering Unmasked Estep 
Score: -125497.476562 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -125497.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125837.765625 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -125837.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -126023.664062 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -126023.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -126156.859375 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -126156.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -126269.867188 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -126269.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -126354.625000 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -126354.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -126392.109375 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -126392.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -126437.656250 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -126437.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -126481.164062 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -126481.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126567.843750 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -126567.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -126684.445312 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -126684.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126878.195312 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -126878.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -127125.835938 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -127125.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -127357.218750 Penalty: 3350.861328
	Iteration 13F: 3 clusters Score -127357.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -127517.039062 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -127517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -127631.664062 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -127631.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -127769.679688 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -127769.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -127828.820312 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -127828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -127843.406250 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -127843.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -127849.218750 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -127849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -127849.218750 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -127849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40453 members 
Mstep: Class 3 contains 42263 members 
Mstep: Class 4 contains 35706 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42548 members 
Mstep: Class 7 contains 44588 members 
Mstep: Class 8 contains 7309 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42089 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 45145 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41652 members 
Mstep: Class 21 contains 40706 members 
Mstep: Class 22 contains 44324 members 
Mstep: Class 23 contains 48248 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 44478 members 
Mstep: Class 26 contains 51171 members 
Mstep: Class 27 contains 369 members 
Entering Unmasked Estep 
Score: -106677352.000000 Penalty: 88917.406250
Splitting cluster 24 changes total score from -106679376.000000 to -106677352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (44478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Entering Unmasked Estep 
Score: -8236598.500000 Penalty: 2654.281982
	Iteration 0F: 2 clusters Score -8236598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -8207208.500000 Penalty: 5308.563965
	Iteration 0F: 3 clusters Score -8207208 nChanged 20404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -8218475.000000 Penalty: 5308.563965
	Iteration 1F: 3 clusters Score -8218475 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8218882.500000 Penalty: 5308.563965
	Iteration 2Q: 3 clusters Score -8218882 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -8219340.500000 Penalty: 5308.563965
	Iteration 3Q: 3 clusters Score -8219340 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -8219715.000000 Penalty: 5308.563965
	Iteration 4Q: 3 clusters Score -8219715 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -8220203.500000 Penalty: 5308.563965
	Iteration 5Q: 3 clusters Score -8220204 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -8220883.000000 Penalty: 5308.563965
	Iteration 6Q: 3 clusters Score -8220883 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -8221933.000000 Penalty: 5308.563965
	Iteration 7Q: 3 clusters Score -8221933 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -8223666.500000 Penalty: 5308.563965
	Iteration 8F: 3 clusters Score -8223666 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -8226076.000000 Penalty: 5308.563965
	Iteration 9F: 3 clusters Score -8226076 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -8229236.500000 Penalty: 5308.563965
	Iteration 10F: 3 clusters Score -8229236 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -8231921.500000 Penalty: 5308.563965
	Iteration 11F: 3 clusters Score -8231922 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -8233419.000000 Penalty: 5308.563965
	Iteration 12Q: 3 clusters Score -8233419 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8233953.000000 Penalty: 5308.563965
	Iteration 13Q: 3 clusters Score -8233953 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -8234187.500000 Penalty: 5308.563965
	Iteration 14Q: 3 clusters Score -8234188 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -8234270.000000 Penalty: 5308.563965
	Iteration 15Q: 3 clusters Score -8234270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8234310.500000 Penalty: 5308.563965
	Iteration 16Q: 3 clusters Score -8234310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -8234334.500000 Penalty: 5308.563965
	Iteration 17Q: 3 clusters Score -8234334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8234363.000000 Penalty: 5308.563965
	Iteration 18Q: 3 clusters Score -8234363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8234389.500000 Penalty: 5308.563965
	Iteration 19Q: 3 clusters Score -8234390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -8234398.500000 Penalty: 5308.563965
	Iteration 20F: 3 clusters Score -8234398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -8234409.500000 Penalty: 5308.563965
	Iteration 21Q: 3 clusters Score -8234410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -8234416.500000 Penalty: 5308.563965
	Iteration 22Q: 3 clusters Score -8234416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8234425.500000 Penalty: 5308.563965
	Iteration 23Q: 3 clusters Score -8234426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -8234421.000000 Penalty: 5308.563965
	Iteration 24Q: 3 clusters Score -8234421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -8234424.500000 Penalty: 5308.563965
	Iteration 25Q: 3 clusters Score -8234424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -8234424.500000 Penalty: 5308.563965
	Iteration 26F: 3 clusters Score -8234424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Entering Unmasked Estep 
Score: -9582673.000000 Penalty: 2689.046143
	Iteration 0F: 2 clusters Score -9582673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -9554684.000000 Penalty: 5378.092285
	Iteration 0F: 3 clusters Score -9554684 nChanged 23633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -9567726.000000 Penalty: 5378.092285
	Iteration 1F: 3 clusters Score -9567726 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -9568294.000000 Penalty: 5378.092285
	Iteration 2Q: 3 clusters Score -9568294 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -9568925.000000 Penalty: 5378.092285
	Iteration 3Q: 3 clusters Score -9568925 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -9569553.000000 Penalty: 5378.092285
	Iteration 4Q: 3 clusters Score -9569553 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -9570368.000000 Penalty: 5378.092285
	Iteration 5Q: 3 clusters Score -9570368 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -9571362.000000 Penalty: 5378.092285
	Iteration 6Q: 3 clusters Score -9571362 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -9572511.000000 Penalty: 5378.092285
	Iteration 7Q: 3 clusters Score -9572511 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -9574017.000000 Penalty: 5378.092285
	Iteration 8F: 3 clusters Score -9574017 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -9575444.000000 Penalty: 5378.092285
	Iteration 9F: 3 clusters Score -9575444 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -9576925.000000 Penalty: 5378.092285
	Iteration 10Q: 3 clusters Score -9576925 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -9578082.000000 Penalty: 5378.092285
	Iteration 11Q: 3 clusters Score -9578082 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -9579113.000000 Penalty: 5378.092285
	Iteration 12Q: 3 clusters Score -9579113 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -9579845.000000 Penalty: 5378.092285
	Iteration 13Q: 3 clusters Score -9579845 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -9580412.000000 Penalty: 5378.092285
	Iteration 14Q: 3 clusters Score -9580412 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -9580816.000000 Penalty: 5378.092285
	Iteration 15Q: 3 clusters Score -9580816 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -9581160.000000 Penalty: 5378.092285
	Iteration 16Q: 3 clusters Score -9581160 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -9581512.000000 Penalty: 5378.092285
	Iteration 17Q: 3 clusters Score -9581512 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -9581851.000000 Penalty: 5378.092285
	Iteration 18Q: 3 clusters Score -9581851 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -9582143.000000 Penalty: 5378.092285
	Iteration 19Q: 3 clusters Score -9582143 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -9582438.000000 Penalty: 5378.092285
	Iteration 20F: 3 clusters Score -9582438 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -9582731.000000 Penalty: 5378.092285
	Iteration 21Q: 3 clusters Score -9582731 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -9582934.000000 Penalty: 5378.092285
	Iteration 22Q: 3 clusters Score -9582934 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -9583123.000000 Penalty: 5378.092285
	Iteration 23Q: 3 clusters Score -9583123 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -9583211.000000 Penalty: 5378.092285
	Iteration 24Q: 3 clusters Score -9583211 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -9583295.000000 Penalty: 5378.092285
	Iteration 25Q: 3 clusters Score -9583295 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -9583372.000000 Penalty: 5378.092285
	Iteration 26Q: 3 clusters Score -9583372 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -9583410.000000 Penalty: 5378.092285
	Iteration 27Q: 3 clusters Score -9583410 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -9583495.000000 Penalty: 5378.092285
	Iteration 28Q: 3 clusters Score -9583495 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -9583527.000000 Penalty: 5378.092285
	Iteration 29Q: 3 clusters Score -9583527 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -9583560.000000 Penalty: 5378.092285
	Iteration 30Q: 3 clusters Score -9583560 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -9583597.000000 Penalty: 5378.092285
	Iteration 31Q: 3 clusters Score -9583597 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -9583617.000000 Penalty: 5378.092285
	Iteration 32Q: 3 clusters Score -9583617 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -9583659.000000 Penalty: 5378.092285
	Iteration 33Q: 3 clusters Score -9583659 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -9583687.000000 Penalty: 5378.092285
	Iteration 34Q: 3 clusters Score -9583687 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -9583693.000000 Penalty: 5378.092285
	Iteration 35Q: 3 clusters Score -9583693 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -9583702.000000 Penalty: 5378.092285
	Iteration 36Q: 3 clusters Score -9583702 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -9583717.000000 Penalty: 5378.092285
	Iteration 37Q: 3 clusters Score -9583717 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -9583720.000000 Penalty: 5378.092285
	Iteration 38Q: 3 clusters Score -9583720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -9583735.000000 Penalty: 5378.092285
	Iteration 39Q: 3 clusters Score -9583735 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -9583750.000000 Penalty: 5378.092285
	Iteration 40F: 3 clusters Score -9583750 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -9583747.000000 Penalty: 5378.092285
	Iteration 41Q: 3 clusters Score -9583747 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -9583761.000000 Penalty: 5378.092285
	Iteration 42Q: 3 clusters Score -9583761 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -9583737.000000 Penalty: 5378.092285
	Iteration 43Q: 3 clusters Score -9583737 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -9583730.000000 Penalty: 5378.092285
	Iteration 44Q: 3 clusters Score -9583730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -9583756.000000 Penalty: 5378.092285
	Iteration 45Q: 3 clusters Score -9583756 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -9583780.000000 Penalty: 5378.092285
	Iteration 46Q: 3 clusters Score -9583780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -9583801.000000 Penalty: 5378.092285
	Iteration 47Q: 3 clusters Score -9583801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -9583817.000000 Penalty: 5378.092285
	Iteration 48Q: 3 clusters Score -9583817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -9583833.000000 Penalty: 5378.092285
	Iteration 49Q: 3 clusters Score -9583833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -9583839.000000 Penalty: 5378.092285
	Iteration 50Q: 3 clusters Score -9583839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -9583831.000000 Penalty: 5378.092285
	Iteration 51Q: 3 clusters Score -9583831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -9583810.000000 Penalty: 5378.092285
	Iteration 52Q: 3 clusters Score -9583810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -9583808.000000 Penalty: 5378.092285
	Iteration 53Q: 3 clusters Score -9583808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -9583825.000000 Penalty: 5378.092285
	Iteration 54Q: 3 clusters Score -9583825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -9583825.000000 Penalty: 5378.092285
	Iteration 55Q: 3 clusters Score -9583825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -9583831.000000 Penalty: 5378.092285
	Iteration 56Q: 3 clusters Score -9583831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -9583840.000000 Penalty: 5378.092285
	Iteration 57Q: 3 clusters Score -9583840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -9583815.000000 Penalty: 5378.092285
	Iteration 58Q: 3 clusters Score -9583815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -9583821.000000 Penalty: 5378.092285
	Iteration 59Q: 3 clusters Score -9583821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -9583821.000000 Penalty: 5378.092285
	Iteration 60F: 3 clusters Score -9583821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -9583823.000000 Penalty: 5378.092285
	Iteration 61Q: 3 clusters Score -9583823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -9583841.000000 Penalty: 5378.092285
	Iteration 62Q: 3 clusters Score -9583841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -9583843.000000 Penalty: 5378.092285
	Iteration 63Q: 3 clusters Score -9583843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -9583857.000000 Penalty: 5378.092285
	Iteration 64Q: 3 clusters Score -9583857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -9583848.000000 Penalty: 5378.092285
	Iteration 65Q: 3 clusters Score -9583848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -9583838.000000 Penalty: 5378.092285
	Iteration 66Q: 3 clusters Score -9583838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -9583827.000000 Penalty: 5378.092285
	Iteration 67Q: 3 clusters Score -9583827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -9583822.000000 Penalty: 5378.092285
	Iteration 68Q: 3 clusters Score -9583822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -9583821.000000 Penalty: 5378.092285
	Iteration 69Q: 3 clusters Score -9583821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -9583830.000000 Penalty: 5378.092285
	Iteration 70Q: 3 clusters Score -9583830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -9583830.000000 Penalty: 5378.092285
	Iteration 71Q: 3 clusters Score -9583830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -9583819.000000 Penalty: 5378.092285
	Iteration 72Q: 3 clusters Score -9583819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -9583812.000000 Penalty: 5378.092285
	Iteration 73Q: 3 clusters Score -9583812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -9583834.000000 Penalty: 5378.092285
	Iteration 74Q: 3 clusters Score -9583834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -9583837.000000 Penalty: 5378.092285
	Iteration 75Q: 3 clusters Score -9583837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -9583842.000000 Penalty: 5378.092285
	Iteration 76Q: 3 clusters Score -9583842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -9583843.000000 Penalty: 5378.092285
	Iteration 77Q: 3 clusters Score -9583843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -9583834.000000 Penalty: 5378.092285
	Iteration 78Q: 3 clusters Score -9583834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -9583836.000000 Penalty: 5378.092285
	Iteration 79Q: 3 clusters Score -9583836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -9583834.000000 Penalty: 5378.092285
	Iteration 80F: 3 clusters Score -9583834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -9583831.000000 Penalty: 5378.092285
	Iteration 81Q: 3 clusters Score -9583831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -9583828.000000 Penalty: 5378.092285
	Iteration 82Q: 3 clusters Score -9583828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -9583834.000000 Penalty: 5378.092285
	Iteration 83Q: 3 clusters Score -9583834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -9583824.000000 Penalty: 5378.092285
	Iteration 84Q: 3 clusters Score -9583824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -9583829.000000 Penalty: 5378.092285
	Iteration 85Q: 3 clusters Score -9583829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -9583831.000000 Penalty: 5378.092285
	Iteration 86Q: 3 clusters Score -9583831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -9583838.000000 Penalty: 5378.092285
	Iteration 87Q: 3 clusters Score -9583838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -9583832.000000 Penalty: 5378.092285
	Iteration 88Q: 3 clusters Score -9583832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -9583829.000000 Penalty: 5378.092285
	Iteration 89Q: 3 clusters Score -9583829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -9583829.000000 Penalty: 5378.092285
	Iteration 90F: 3 clusters Score -9583829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40453 members 
Mstep: Class 3 contains 42263 members 
Mstep: Class 4 contains 35706 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42548 members 
Mstep: Class 7 contains 44588 members 
Mstep: Class 8 contains 7309 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42089 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 45145 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41652 members 
Mstep: Class 21 contains 40706 members 
Mstep: Class 22 contains 44324 members 
Mstep: Class 23 contains 48248 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44478 members 
Mstep: Class 26 contains 23976 members 
Mstep: Class 27 contains 27195 members 
Entering Unmasked Estep 
Score: -106678944.000000 Penalty: 88917.406250
Splitting cluster 26 changes total score from -106679376.000000 to -106678944.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40453 members 
Mstep: Class 3 contains 42263 members 
Mstep: Class 4 contains 35706 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42548 members 
Mstep: Class 7 contains 44588 members 
Mstep: Class 8 contains 7309 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42089 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 45145 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41652 members 
Mstep: Class 21 contains 40706 members 
Mstep: Class 22 contains 44324 members 
Mstep: Class 23 contains 48248 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44478 members 
Mstep: Class 26 contains 51171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678704.000000 Penalty: 85624.171875
Iteration 239Q: 27 clusters Score -1.066787e+08 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 42220 members 
Mstep: Class 4 contains 35719 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42508 members 
Mstep: Class 7 contains 44601 members 
Mstep: Class 8 contains 7302 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2697 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42201 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 45247 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41634 members 
Mstep: Class 21 contains 40716 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 48491 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44439 members 
Mstep: Class 26 contains 51121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678400.000000 Penalty: 85624.171875
Iteration 240F: 27 clusters Score -1.066784e+08 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39965 members 
Mstep: Class 3 contains 42168 members 
Mstep: Class 4 contains 35723 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42393 members 
Mstep: Class 7 contains 44609 members 
Mstep: Class 8 contains 7288 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2690 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42297 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 45327 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41680 members 
Mstep: Class 21 contains 40727 members 
Mstep: Class 22 contains 44217 members 
Mstep: Class 23 contains 48658 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44401 members 
Mstep: Class 26 contains 51235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678216.000000 Penalty: 85624.171875
Iteration 241Q: 27 clusters Score -1.066782e+08 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39749 members 
Mstep: Class 3 contains 42133 members 
Mstep: Class 4 contains 35726 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42318 members 
Mstep: Class 7 contains 44582 members 
Mstep: Class 8 contains 7285 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42430 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 45370 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41710 members 
Mstep: Class 21 contains 40724 members 
Mstep: Class 22 contains 44180 members 
Mstep: Class 23 contains 48834 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44379 members 
Mstep: Class 26 contains 51273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677832.000000 Penalty: 85624.171875
Iteration 242Q: 27 clusters Score -1.066778e+08 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39551 members 
Mstep: Class 3 contains 42141 members 
Mstep: Class 4 contains 35714 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42286 members 
Mstep: Class 7 contains 44590 members 
Mstep: Class 8 contains 7292 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4219 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 42569 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 45471 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41743 members 
Mstep: Class 21 contains 40720 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 48896 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44365 members 
Mstep: Class 26 contains 51219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106676760.000000 Penalty: 85624.171875
Iteration 243Q: 27 clusters Score -1.066768e+08 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39454 members 
Mstep: Class 3 contains 42174 members 
Mstep: Class 4 contains 35694 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42299 members 
Mstep: Class 7 contains 44568 members 
Mstep: Class 8 contains 7284 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4212 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 42699 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 45544 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41769 members 
Mstep: Class 21 contains 40744 members 
Mstep: Class 22 contains 44105 members 
Mstep: Class 23 contains 48934 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44362 members 
Mstep: Class 26 contains 51091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677120.000000 Penalty: 85624.171875
Iteration 244Q: 27 clusters Score -1.066771e+08 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39417 members 
Mstep: Class 3 contains 42197 members 
Mstep: Class 4 contains 35688 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42278 members 
Mstep: Class 7 contains 44572 members 
Mstep: Class 8 contains 7269 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4208 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42836 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 45578 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41811 members 
Mstep: Class 21 contains 40757 members 
Mstep: Class 22 contains 44060 members 
Mstep: Class 23 contains 48932 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44359 members 
Mstep: Class 26 contains 50972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677296.000000 Penalty: 85624.171875
Iteration 245Q: 27 clusters Score -1.066773e+08 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39353 members 
Mstep: Class 3 contains 42217 members 
Mstep: Class 4 contains 35687 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42282 members 
Mstep: Class 7 contains 44559 members 
Mstep: Class 8 contains 7256 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4199 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42978 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 45591 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41822 members 
Mstep: Class 21 contains 40762 members 
Mstep: Class 22 contains 44053 members 
Mstep: Class 23 contains 48888 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44368 members 
Mstep: Class 26 contains 50919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677376.000000 Penalty: 85624.171875
Iteration 246Q: 27 clusters Score -1.066774e+08 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39328 members 
Mstep: Class 3 contains 42213 members 
Mstep: Class 4 contains 35668 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42329 members 
Mstep: Class 7 contains 44594 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4198 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 43063 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 45614 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41824 members 
Mstep: Class 21 contains 40770 members 
Mstep: Class 22 contains 44030 members 
Mstep: Class 23 contains 48817 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44390 members 
Mstep: Class 26 contains 50851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677168.000000 Penalty: 85624.171875
Iteration 247Q: 27 clusters Score -1.066772e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39285 members 
Mstep: Class 3 contains 42245 members 
Mstep: Class 4 contains 35656 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42448 members 
Mstep: Class 7 contains 44584 members 
Mstep: Class 8 contains 7233 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4187 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 43165 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 45610 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41826 members 
Mstep: Class 21 contains 40782 members 
Mstep: Class 22 contains 43985 members 
Mstep: Class 23 contains 48766 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44408 members 
Mstep: Class 26 contains 50755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677096.000000 Penalty: 85624.171875
Iteration 248Q: 27 clusters Score -1.066771e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39251 members 
Mstep: Class 3 contains 42261 members 
Mstep: Class 4 contains 35652 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42610 members 
Mstep: Class 7 contains 44591 members 
Mstep: Class 8 contains 7219 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4177 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 43269 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 45601 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41833 members 
Mstep: Class 21 contains 40790 members 
Mstep: Class 22 contains 43936 members 
Mstep: Class 23 contains 48720 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44403 members 
Mstep: Class 26 contains 50623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677208.000000 Penalty: 85624.171875
Iteration 249Q: 27 clusters Score -1.066772e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39220 members 
Mstep: Class 3 contains 42264 members 
Mstep: Class 4 contains 35636 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42784 members 
Mstep: Class 7 contains 44616 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4170 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 43330 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 45610 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41825 members 
Mstep: Class 21 contains 40785 members 
Mstep: Class 22 contains 43908 members 
Mstep: Class 23 contains 48660 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44397 members 
Mstep: Class 26 contains 50515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677016.000000 Penalty: 85624.171875
Iteration 250Q: 27 clusters Score -1.06677e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39284 members 
Mstep: Class 3 contains 42273 members 
Mstep: Class 4 contains 35621 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 42917 members 
Mstep: Class 7 contains 44628 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2676 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4165 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 43347 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 45628 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41803 members 
Mstep: Class 21 contains 40762 members 
Mstep: Class 22 contains 43895 members 
Mstep: Class 23 contains 48583 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44407 members 
Mstep: Class 26 contains 50425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677040.000000 Penalty: 85624.171875
Iteration 251Q: 27 clusters Score -1.06677e+08 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39398 members 
Mstep: Class 3 contains 42269 members 
Mstep: Class 4 contains 35608 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43057 members 
Mstep: Class 7 contains 44647 members 
Mstep: Class 8 contains 7189 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2673 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4164 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 43303 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 45642 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41796 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 43869 members 
Mstep: Class 23 contains 48513 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44415 members 
Mstep: Class 26 contains 50331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677048.000000 Penalty: 85624.171875
Iteration 252Q: 27 clusters Score -1.06677e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39445 members 
Mstep: Class 3 contains 42263 members 
Mstep: Class 4 contains 35600 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43220 members 
Mstep: Class 7 contains 44666 members 
Mstep: Class 8 contains 7184 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4153 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 43222 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 45623 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41789 members 
Mstep: Class 21 contains 40745 members 
Mstep: Class 22 contains 43863 members 
Mstep: Class 23 contains 48466 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44430 members 
Mstep: Class 26 contains 50277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677176.000000 Penalty: 85624.171875
Iteration 253Q: 27 clusters Score -1.066772e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39516 members 
Mstep: Class 3 contains 42313 members 
Mstep: Class 4 contains 35593 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43336 members 
Mstep: Class 7 contains 44702 members 
Mstep: Class 8 contains 7186 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2668 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4144 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 43168 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 45572 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41781 members 
Mstep: Class 21 contains 40736 members 
Mstep: Class 22 contains 43834 members 
Mstep: Class 23 contains 48391 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44442 members 
Mstep: Class 26 contains 50234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677192.000000 Penalty: 85624.171875
Iteration 254Q: 27 clusters Score -1.066772e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39629 members 
Mstep: Class 3 contains 42315 members 
Mstep: Class 4 contains 35583 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43461 members 
Mstep: Class 7 contains 44720 members 
Mstep: Class 8 contains 7186 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2668 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 43078 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 45552 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41778 members 
Mstep: Class 21 contains 40718 members 
Mstep: Class 22 contains 43770 members 
Mstep: Class 23 contains 48313 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44469 members 
Mstep: Class 26 contains 50235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677544.000000 Penalty: 85624.171875
Iteration 255Q: 27 clusters Score -1.066775e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39702 members 
Mstep: Class 3 contains 42349 members 
Mstep: Class 4 contains 35572 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43556 members 
Mstep: Class 7 contains 44747 members 
Mstep: Class 8 contains 7180 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2667 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 43006 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 45535 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41767 members 
Mstep: Class 21 contains 40707 members 
Mstep: Class 22 contains 43738 members 
Mstep: Class 23 contains 48241 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44460 members 
Mstep: Class 26 contains 50246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677584.000000 Penalty: 85624.171875
Iteration 256Q: 27 clusters Score -1.066776e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39781 members 
Mstep: Class 3 contains 42403 members 
Mstep: Class 4 contains 35578 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43618 members 
Mstep: Class 7 contains 44771 members 
Mstep: Class 8 contains 7175 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2664 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4147 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42929 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 45508 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41749 members 
Mstep: Class 21 contains 40709 members 
Mstep: Class 22 contains 43714 members 
Mstep: Class 23 contains 48188 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44413 members 
Mstep: Class 26 contains 50268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677512.000000 Penalty: 85624.171875
Iteration 257Q: 27 clusters Score -1.066775e+08 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39874 members 
Mstep: Class 3 contains 42440 members 
Mstep: Class 4 contains 35587 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43639 members 
Mstep: Class 7 contains 44798 members 
Mstep: Class 8 contains 7173 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42844 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 45501 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41758 members 
Mstep: Class 21 contains 40699 members 
Mstep: Class 22 contains 43670 members 
Mstep: Class 23 contains 48127 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44391 members 
Mstep: Class 26 contains 50320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677552.000000 Penalty: 85624.171875
Iteration 258Q: 27 clusters Score -1.066776e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39973 members 
Mstep: Class 3 contains 42450 members 
Mstep: Class 4 contains 35594 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43658 members 
Mstep: Class 7 contains 44824 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4126 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42802 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 45479 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41777 members 
Mstep: Class 21 contains 40693 members 
Mstep: Class 22 contains 43605 members 
Mstep: Class 23 contains 48068 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44388 members 
Mstep: Class 26 contains 50347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677680.000000 Penalty: 85624.171875
Iteration 259Q: 27 clusters Score -1.066777e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40073 members 
Mstep: Class 3 contains 42428 members 
Mstep: Class 4 contains 35596 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43689 members 
Mstep: Class 7 contains 44830 members 
Mstep: Class 8 contains 7175 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42744 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 45459 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41785 members 
Mstep: Class 21 contains 40689 members 
Mstep: Class 22 contains 43577 members 
Mstep: Class 23 contains 48028 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44396 members 
Mstep: Class 26 contains 50369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677536.000000 Penalty: 85624.171875
Iteration 260F: 27 clusters Score -1.066775e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40153 members 
Mstep: Class 3 contains 42409 members 
Mstep: Class 4 contains 35592 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43689 members 
Mstep: Class 7 contains 44847 members 
Mstep: Class 8 contains 7189 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4099 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 42714 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 45443 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41800 members 
Mstep: Class 21 contains 40692 members 
Mstep: Class 22 contains 43528 members 
Mstep: Class 23 contains 47995 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44398 members 
Mstep: Class 26 contains 50405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677888.000000 Penalty: 85624.171875
Iteration 261Q: 27 clusters Score -1.066779e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40241 members 
Mstep: Class 3 contains 42398 members 
Mstep: Class 4 contains 35590 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43712 members 
Mstep: Class 7 contains 44852 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4081 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 42659 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 45410 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41824 members 
Mstep: Class 21 contains 40683 members 
Mstep: Class 22 contains 43496 members 
Mstep: Class 23 contains 47958 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44411 members 
Mstep: Class 26 contains 50444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677840.000000 Penalty: 85624.171875
Iteration 262Q: 27 clusters Score -1.066778e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40347 members 
Mstep: Class 3 contains 42388 members 
Mstep: Class 4 contains 35582 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43712 members 
Mstep: Class 7 contains 44853 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4072 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 42592 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 45367 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41829 members 
Mstep: Class 21 contains 40680 members 
Mstep: Class 22 contains 43462 members 
Mstep: Class 23 contains 47907 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44435 members 
Mstep: Class 26 contains 50532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678136.000000 Penalty: 85624.171875
Iteration 263Q: 27 clusters Score -1.066781e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40445 members 
Mstep: Class 3 contains 42373 members 
Mstep: Class 4 contains 35582 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43684 members 
Mstep: Class 7 contains 44875 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4076 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 42556 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 45332 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41814 members 
Mstep: Class 21 contains 40663 members 
Mstep: Class 22 contains 43453 members 
Mstep: Class 23 contains 47859 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44450 members 
Mstep: Class 26 contains 50593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106677952.000000 Penalty: 85624.171875
Iteration 264Q: 27 clusters Score -1.06678e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40547 members 
Mstep: Class 3 contains 42342 members 
Mstep: Class 4 contains 35570 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43621 members 
Mstep: Class 7 contains 44888 members 
Mstep: Class 8 contains 7196 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4078 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 42591 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 45315 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41802 members 
Mstep: Class 21 contains 40645 members 
Mstep: Class 22 contains 43449 members 
Mstep: Class 23 contains 47833 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44451 members 
Mstep: Class 26 contains 50624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678024.000000 Penalty: 85624.171875
Iteration 265Q: 27 clusters Score -1.06678e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40676 members 
Mstep: Class 3 contains 42305 members 
Mstep: Class 4 contains 35560 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43549 members 
Mstep: Class 7 contains 44900 members 
Mstep: Class 8 contains 7203 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4077 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 42613 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 45301 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41789 members 
Mstep: Class 21 contains 40627 members 
Mstep: Class 22 contains 43452 members 
Mstep: Class 23 contains 47809 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44455 members 
Mstep: Class 26 contains 50636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678464.000000 Penalty: 85624.171875
Iteration 266Q: 27 clusters Score -1.066785e+08 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40809 members 
Mstep: Class 3 contains 42245 members 
Mstep: Class 4 contains 35560 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43517 members 
Mstep: Class 7 contains 44896 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4081 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 42641 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 45255 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41781 members 
Mstep: Class 21 contains 40619 members 
Mstep: Class 22 contains 43434 members 
Mstep: Class 23 contains 47795 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44463 members 
Mstep: Class 26 contains 50642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678680.000000 Penalty: 85624.171875
Iteration 267Q: 27 clusters Score -1.066787e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40876 members 
Mstep: Class 3 contains 42188 members 
Mstep: Class 4 contains 35559 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43501 members 
Mstep: Class 7 contains 44884 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 42656 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 45222 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41773 members 
Mstep: Class 21 contains 40634 members 
Mstep: Class 22 contains 43432 members 
Mstep: Class 23 contains 47774 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44443 members 
Mstep: Class 26 contains 50720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678424.000000 Penalty: 85624.171875
Iteration 268Q: 27 clusters Score -1.066784e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40941 members 
Mstep: Class 3 contains 42148 members 
Mstep: Class 4 contains 35555 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43482 members 
Mstep: Class 7 contains 44883 members 
Mstep: Class 8 contains 7226 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4075 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 42674 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 45187 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41738 members 
Mstep: Class 21 contains 40655 members 
Mstep: Class 22 contains 43421 members 
Mstep: Class 23 contains 47759 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44431 members 
Mstep: Class 26 contains 50775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678784.000000 Penalty: 85624.171875
Iteration 269Q: 27 clusters Score -1.066788e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41060 members 
Mstep: Class 3 contains 42076 members 
Mstep: Class 4 contains 35551 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43455 members 
Mstep: Class 7 contains 44879 members 
Mstep: Class 8 contains 7221 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 42683 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 45171 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41714 members 
Mstep: Class 21 contains 40667 members 
Mstep: Class 22 contains 43400 members 
Mstep: Class 23 contains 47744 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44440 members 
Mstep: Class 26 contains 50825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106678864.000000 Penalty: 85624.171875
Iteration 270Q: 27 clusters Score -1.066789e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41216 members 
Mstep: Class 3 contains 42053 members 
Mstep: Class 4 contains 35550 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43415 members 
Mstep: Class 7 contains 44875 members 
Mstep: Class 8 contains 7218 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2661 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42676 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 45153 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41704 members 
Mstep: Class 21 contains 40691 members 
Mstep: Class 22 contains 43363 members 
Mstep: Class 23 contains 47737 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44420 members 
Mstep: Class 26 contains 50820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679168.000000 Penalty: 85624.171875
Iteration 271Q: 27 clusters Score -1.066792e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41422 members 
Mstep: Class 3 contains 42034 members 
Mstep: Class 4 contains 35546 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43370 members 
Mstep: Class 7 contains 44887 members 
Mstep: Class 8 contains 7225 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2660 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4057 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42628 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 45134 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41679 members 
Mstep: Class 21 contains 40720 members 
Mstep: Class 22 contains 43330 members 
Mstep: Class 23 contains 47697 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44400 members 
Mstep: Class 26 contains 50824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679280.000000 Penalty: 85624.171875
Iteration 272Q: 27 clusters Score -1.066793e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41625 members 
Mstep: Class 3 contains 42026 members 
Mstep: Class 4 contains 35547 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43363 members 
Mstep: Class 7 contains 44880 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2659 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42573 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 45120 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41652 members 
Mstep: Class 21 contains 40750 members 
Mstep: Class 22 contains 43323 members 
Mstep: Class 23 contains 47657 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44353 members 
Mstep: Class 26 contains 50803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679448.000000 Penalty: 85624.171875
Iteration 273Q: 27 clusters Score -1.066794e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41793 members 
Mstep: Class 3 contains 41981 members 
Mstep: Class 4 contains 35552 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43440 members 
Mstep: Class 7 contains 44875 members 
Mstep: Class 8 contains 7222 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2654 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42514 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 45089 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41615 members 
Mstep: Class 21 contains 40781 members 
Mstep: Class 22 contains 43315 members 
Mstep: Class 23 contains 47623 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44331 members 
Mstep: Class 26 contains 50773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679688.000000 Penalty: 85624.171875
Iteration 274Q: 27 clusters Score -1.066797e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41967 members 
Mstep: Class 3 contains 41944 members 
Mstep: Class 4 contains 35553 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43538 members 
Mstep: Class 7 contains 44865 members 
Mstep: Class 8 contains 7234 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42468 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 45051 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41585 members 
Mstep: Class 21 contains 40800 members 
Mstep: Class 22 contains 43314 members 
Mstep: Class 23 contains 47579 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44299 members 
Mstep: Class 26 contains 50710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106679872.000000 Penalty: 85624.171875
Iteration 275Q: 27 clusters Score -1.066799e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42127 members 
Mstep: Class 3 contains 41898 members 
Mstep: Class 4 contains 35545 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43632 members 
Mstep: Class 7 contains 44892 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42453 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 45015 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41561 members 
Mstep: Class 21 contains 40828 members 
Mstep: Class 22 contains 43296 members 
Mstep: Class 23 contains 47535 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44279 members 
Mstep: Class 26 contains 50616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680328.000000 Penalty: 85624.171875
Iteration 276Q: 27 clusters Score -1.066803e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42335 members 
Mstep: Class 3 contains 41857 members 
Mstep: Class 4 contains 35548 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43708 members 
Mstep: Class 7 contains 44914 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42451 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 44963 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41530 members 
Mstep: Class 21 contains 40848 members 
Mstep: Class 22 contains 43299 members 
Mstep: Class 23 contains 47486 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44283 members 
Mstep: Class 26 contains 50467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680448.000000 Penalty: 85624.171875
Iteration 277Q: 27 clusters Score -1.066804e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42525 members 
Mstep: Class 3 contains 41838 members 
Mstep: Class 4 contains 35547 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43815 members 
Mstep: Class 7 contains 44936 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42349 members 
Mstep: Class 17 contains 248 members 
Mstep: Class 18 contains 44928 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41484 members 
Mstep: Class 21 contains 40853 members 
Mstep: Class 22 contains 43311 members 
Mstep: Class 23 contains 47449 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44295 members 
Mstep: Class 26 contains 50352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106680720.000000 Penalty: 85624.171875
Iteration 278Q: 27 clusters Score -1.066807e+08 nChanged 2669
Entering ConstructFrom: 
Score: -106680720.000000 Penalty: 85624.171875
Entering ConstructFrom: 
Trying to split cluster 1 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -23531.537109 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -23531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22413.910156 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -22413.91 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22595.722656 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -22595.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22674.228516 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -22674.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22737.617188 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -22737.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22798.435547 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -22798.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22816.398438 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -22816.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22850.666016 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -22850.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22879.097656 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -22879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22923.902344 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -22923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22934.869141 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -22934.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22934.869141 Penalty: 2845.339844
	Iteration 10F: 3 clusters Score -22934.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Entering Unmasked Estep 
Score: -8045689.000000 Penalty: 2644.147217
	Iteration 0F: 2 clusters Score -8045689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -8018200.000000 Penalty: 5288.294434
	Iteration 0F: 3 clusters Score -8018200 nChanged 19733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -8029364.500000 Penalty: 5288.294434
	Iteration 1F: 3 clusters Score -8029364 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -8030103.000000 Penalty: 5288.294434
	Iteration 2Q: 3 clusters Score -8030103 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -8030754.000000 Penalty: 5288.294434
	Iteration 3Q: 3 clusters Score -8030754 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -8031358.000000 Penalty: 5288.294434
	Iteration 4Q: 3 clusters Score -8031358 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -8031914.500000 Penalty: 5288.294434
	Iteration 5Q: 3 clusters Score -8031914 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -8032545.500000 Penalty: 5288.294434
	Iteration 6Q: 3 clusters Score -8032546 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -8033150.500000 Penalty: 5288.294434
	Iteration 7Q: 3 clusters Score -8033150 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -8033722.000000 Penalty: 5288.294434
	Iteration 8Q: 3 clusters Score -8033722 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -8034328.500000 Penalty: 5288.294434
	Iteration 9Q: 3 clusters Score -8034328 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -8034953.000000 Penalty: 5288.294434
	Iteration 10Q: 3 clusters Score -8034953 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -8035599.500000 Penalty: 5288.294434
	Iteration 11Q: 3 clusters Score -8035600 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -8036338.000000 Penalty: 5288.294434
	Iteration 12Q: 3 clusters Score -8036338 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -8037281.000000 Penalty: 5288.294434
	Iteration 13Q: 3 clusters Score -8037281 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -8038316.000000 Penalty: 5288.294434
	Iteration 14Q: 3 clusters Score -8038316 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -8039160.500000 Penalty: 5288.294434
	Iteration 15Q: 3 clusters Score -8039160 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -8039717.000000 Penalty: 5288.294434
	Iteration 16Q: 3 clusters Score -8039717 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -8040046.000000 Penalty: 5288.294434
	Iteration 17Q: 3 clusters Score -8040046 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -8040274.500000 Penalty: 5288.294434
	Iteration 18Q: 3 clusters Score -8040274 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -8040421.000000 Penalty: 5288.294434
	Iteration 19Q: 3 clusters Score -8040421 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -8040565.500000 Penalty: 5288.294434
	Iteration 20F: 3 clusters Score -8040566 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -8040665.500000 Penalty: 5288.294434
	Iteration 21Q: 3 clusters Score -8040666 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -8040776.500000 Penalty: 5288.294434
	Iteration 22Q: 3 clusters Score -8040776 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -8040869.000000 Penalty: 5288.294434
	Iteration 23Q: 3 clusters Score -8040869 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -8040978.000000 Penalty: 5288.294434
	Iteration 24Q: 3 clusters Score -8040978 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -8041047.000000 Penalty: 5288.294434
	Iteration 25Q: 3 clusters Score -8041047 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -8041140.500000 Penalty: 5288.294434
	Iteration 26Q: 3 clusters Score -8041140 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -8041188.000000 Penalty: 5288.294434
	Iteration 27Q: 3 clusters Score -8041188 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -8041218.000000 Penalty: 5288.294434
	Iteration 28Q: 3 clusters Score -8041218 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -8041262.000000 Penalty: 5288.294434
	Iteration 29Q: 3 clusters Score -8041262 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -8041304.000000 Penalty: 5288.294434
	Iteration 30Q: 3 clusters Score -8041304 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -8041327.500000 Penalty: 5288.294434
	Iteration 31Q: 3 clusters Score -8041328 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -8041352.500000 Penalty: 5288.294434
	Iteration 32Q: 3 clusters Score -8041352 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -8041387.500000 Penalty: 5288.294434
	Iteration 33Q: 3 clusters Score -8041388 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -8041415.000000 Penalty: 5288.294434
	Iteration 34Q: 3 clusters Score -8041415 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -8041435.500000 Penalty: 5288.294434
	Iteration 35Q: 3 clusters Score -8041436 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -8041482.500000 Penalty: 5288.294434
	Iteration 36Q: 3 clusters Score -8041482 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -8041498.000000 Penalty: 5288.294434
	Iteration 37Q: 3 clusters Score -8041498 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -8041501.500000 Penalty: 5288.294434
	Iteration 38Q: 3 clusters Score -8041502 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -8041531.000000 Penalty: 5288.294434
	Iteration 39Q: 3 clusters Score -8041531 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -8041542.500000 Penalty: 5288.294434
	Iteration 40F: 3 clusters Score -8041542 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -8041521.000000 Penalty: 5288.294434
	Iteration 41Q: 3 clusters Score -8041521 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -8041541.500000 Penalty: 5288.294434
	Iteration 42Q: 3 clusters Score -8041542 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -8041535.000000 Penalty: 5288.294434
	Iteration 43Q: 3 clusters Score -8041535 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -8041562.500000 Penalty: 5288.294434
	Iteration 44Q: 3 clusters Score -8041562 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -8041561.500000 Penalty: 5288.294434
	Iteration 45Q: 3 clusters Score -8041562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -8041548.500000 Penalty: 5288.294434
	Iteration 46Q: 3 clusters Score -8041548 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -8041537.000000 Penalty: 5288.294434
	Iteration 47Q: 3 clusters Score -8041537 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -8041538.500000 Penalty: 5288.294434
	Iteration 48Q: 3 clusters Score -8041538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -8041541.000000 Penalty: 5288.294434
	Iteration 49Q: 3 clusters Score -8041541 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -8041542.000000 Penalty: 5288.294434
	Iteration 50Q: 3 clusters Score -8041542 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -8041532.000000 Penalty: 5288.294434
	Iteration 51Q: 3 clusters Score -8041532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -8041541.500000 Penalty: 5288.294434
	Iteration 52Q: 3 clusters Score -8041542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -8041529.000000 Penalty: 5288.294434
	Iteration 53Q: 3 clusters Score -8041529 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -8041544.000000 Penalty: 5288.294434
	Iteration 54Q: 3 clusters Score -8041544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -8041530.500000 Penalty: 5288.294434
	Iteration 55Q: 3 clusters Score -8041530 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -8041509.500000 Penalty: 5288.294434
	Iteration 56Q: 3 clusters Score -8041510 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -8041500.000000 Penalty: 5288.294434
	Iteration 57Q: 3 clusters Score -8041500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -8041499.000000 Penalty: 5288.294434
	Iteration 58Q: 3 clusters Score -8041499 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -8041483.500000 Penalty: 5288.294434
	Iteration 59Q: 3 clusters Score -8041484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -8041470.500000 Penalty: 5288.294434
	Iteration 60F: 3 clusters Score -8041470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -8041496.500000 Penalty: 5288.294434
	Iteration 61Q: 3 clusters Score -8041496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -8041481.000000 Penalty: 5288.294434
	Iteration 62Q: 3 clusters Score -8041481 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -8041489.000000 Penalty: 5288.294434
	Iteration 63Q: 3 clusters Score -8041489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -8041495.500000 Penalty: 5288.294434
	Iteration 64Q: 3 clusters Score -8041496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -8041491.000000 Penalty: 5288.294434
	Iteration 65Q: 3 clusters Score -8041491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -8041484.000000 Penalty: 5288.294434
	Iteration 66Q: 3 clusters Score -8041484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -8041494.500000 Penalty: 5288.294434
	Iteration 67Q: 3 clusters Score -8041494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -8041487.500000 Penalty: 5288.294434
	Iteration 68Q: 3 clusters Score -8041488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -8041477.500000 Penalty: 5288.294434
	Iteration 69Q: 3 clusters Score -8041478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -8041457.000000 Penalty: 5288.294434
	Iteration 70Q: 3 clusters Score -8041457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -8041440.500000 Penalty: 5288.294434
	Iteration 71Q: 3 clusters Score -8041440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -8041441.000000 Penalty: 5288.294434
	Iteration 72Q: 3 clusters Score -8041441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -8041431.500000 Penalty: 5288.294434
	Iteration 73Q: 3 clusters Score -8041432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -8041420.500000 Penalty: 5288.294434
	Iteration 74Q: 3 clusters Score -8041420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -8041420.500000 Penalty: 5288.294434
	Iteration 75Q: 3 clusters Score -8041420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -8041432.500000 Penalty: 5288.294434
	Iteration 76Q: 3 clusters Score -8041432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -8041423.500000 Penalty: 5288.294434
	Iteration 77Q: 3 clusters Score -8041424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -8041433.500000 Penalty: 5288.294434
	Iteration 78Q: 3 clusters Score -8041434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -8041422.000000 Penalty: 5288.294434
	Iteration 79Q: 3 clusters Score -8041422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -8041423.500000 Penalty: 5288.294434
	Iteration 80F: 3 clusters Score -8041424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -8041431.000000 Penalty: 5288.294434
	Iteration 81Q: 3 clusters Score -8041431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -8041438.000000 Penalty: 5288.294434
	Iteration 82Q: 3 clusters Score -8041438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -8041446.500000 Penalty: 5288.294434
	Iteration 83Q: 3 clusters Score -8041446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -8041445.000000 Penalty: 5288.294434
	Iteration 84Q: 3 clusters Score -8041445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -8041428.500000 Penalty: 5288.294434
	Iteration 85Q: 3 clusters Score -8041428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -8041419.500000 Penalty: 5288.294434
	Iteration 86Q: 3 clusters Score -8041420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -8041416.000000 Penalty: 5288.294434
	Iteration 87Q: 3 clusters Score -8041416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -8041400.000000 Penalty: 5288.294434
	Iteration 88Q: 3 clusters Score -8041400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -8041425.500000 Penalty: 5288.294434
	Iteration 89Q: 3 clusters Score -8041426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -8041418.500000 Penalty: 5288.294434
	Iteration 90Q: 3 clusters Score -8041418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -8041421.000000 Penalty: 5288.294434
	Iteration 91Q: 3 clusters Score -8041421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -8041412.000000 Penalty: 5288.294434
	Iteration 92Q: 3 clusters Score -8041412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -8041396.000000 Penalty: 5288.294434
	Iteration 93Q: 3 clusters Score -8041396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -8041389.000000 Penalty: 5288.294434
	Iteration 94Q: 3 clusters Score -8041389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -8041392.000000 Penalty: 5288.294434
	Iteration 95Q: 3 clusters Score -8041392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -8041392.500000 Penalty: 5288.294434
	Iteration 96Q: 3 clusters Score -8041392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -8041403.000000 Penalty: 5288.294434
	Iteration 97Q: 3 clusters Score -8041403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -8041406.500000 Penalty: 5288.294434
	Iteration 98Q: 3 clusters Score -8041406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -8041406.500000 Penalty: 5288.294434
	Iteration 99Q: 3 clusters Score -8041406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -8041411.500000 Penalty: 5288.294434
	Iteration 100F: 3 clusters Score -8041412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -8041411.000000 Penalty: 5288.294434
	Iteration 101Q: 3 clusters Score -8041411 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -8041391.500000 Penalty: 5288.294434
	Iteration 102Q: 3 clusters Score -8041392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -8041377.000000 Penalty: 5288.294434
	Iteration 103Q: 3 clusters Score -8041377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -8041382.000000 Penalty: 5288.294434
	Iteration 104Q: 3 clusters Score -8041382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -8041385.500000 Penalty: 5288.294434
	Iteration 105Q: 3 clusters Score -8041386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -8041386.000000 Penalty: 5288.294434
	Iteration 106Q: 3 clusters Score -8041386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -8041397.000000 Penalty: 5288.294434
	Iteration 107Q: 3 clusters Score -8041397 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -8041391.000000 Penalty: 5288.294434
	Iteration 108Q: 3 clusters Score -8041391 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -8041366.500000 Penalty: 5288.294434
	Iteration 109Q: 3 clusters Score -8041366 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -8041380.500000 Penalty: 5288.294434
	Iteration 110Q: 3 clusters Score -8041380 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -8041359.000000 Penalty: 5288.294434
	Iteration 111Q: 3 clusters Score -8041359 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -8041364.500000 Penalty: 5288.294434
	Iteration 112Q: 3 clusters Score -8041364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -8041362.000000 Penalty: 5288.294434
	Iteration 113Q: 3 clusters Score -8041362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -8041383.500000 Penalty: 5288.294434
	Iteration 114Q: 3 clusters Score -8041384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -8041380.000000 Penalty: 5288.294434
	Iteration 115Q: 3 clusters Score -8041380 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -8041392.000000 Penalty: 5288.294434
	Iteration 116Q: 3 clusters Score -8041392 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -8041380.500000 Penalty: 5288.294434
	Iteration 117Q: 3 clusters Score -8041380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -8041394.000000 Penalty: 5288.294434
	Iteration 118Q: 3 clusters Score -8041394 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -8041397.000000 Penalty: 5288.294434
	Iteration 119Q: 3 clusters Score -8041397 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -8041400.000000 Penalty: 5288.294434
	Iteration 120F: 3 clusters Score -8041400 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -8041417.500000 Penalty: 5288.294434
	Iteration 121Q: 3 clusters Score -8041418 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -8041396.000000 Penalty: 5288.294434
	Iteration 122Q: 3 clusters Score -8041396 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -8041417.000000 Penalty: 5288.294434
	Iteration 123Q: 3 clusters Score -8041417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -8041413.000000 Penalty: 5288.294434
	Iteration 124Q: 3 clusters Score -8041413 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -8041446.500000 Penalty: 5288.294434
	Iteration 125Q: 3 clusters Score -8041446 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -8041491.000000 Penalty: 5288.294434
	Iteration 126Q: 3 clusters Score -8041491 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -8041484.000000 Penalty: 5288.294434
	Iteration 127Q: 3 clusters Score -8041484 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -8041523.500000 Penalty: 5288.294434
	Iteration 128Q: 3 clusters Score -8041524 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -8041574.000000 Penalty: 5288.294434
	Iteration 129Q: 3 clusters Score -8041574 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -8041624.000000 Penalty: 5288.294434
	Iteration 130Q: 3 clusters Score -8041624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -8041639.500000 Penalty: 5288.294434
	Iteration 131Q: 3 clusters Score -8041640 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -8041645.000000 Penalty: 5288.294434
	Iteration 132Q: 3 clusters Score -8041645 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -8041669.500000 Penalty: 5288.294434
	Iteration 133Q: 3 clusters Score -8041670 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -8041682.500000 Penalty: 5288.294434
	Iteration 134Q: 3 clusters Score -8041682 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -8041697.000000 Penalty: 5288.294434
	Iteration 135Q: 3 clusters Score -8041697 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -8041717.500000 Penalty: 5288.294434
	Iteration 136Q: 3 clusters Score -8041718 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -8041733.000000 Penalty: 5288.294434
	Iteration 137Q: 3 clusters Score -8041733 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -8041765.500000 Penalty: 5288.294434
	Iteration 138Q: 3 clusters Score -8041766 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -8041789.500000 Penalty: 5288.294434
	Iteration 139Q: 3 clusters Score -8041790 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -8041824.500000 Penalty: 5288.294434
	Iteration 140F: 3 clusters Score -8041824 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -8041856.000000 Penalty: 5288.294434
	Iteration 141Q: 3 clusters Score -8041856 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -8041875.500000 Penalty: 5288.294434
	Iteration 142Q: 3 clusters Score -8041876 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -8041888.500000 Penalty: 5288.294434
	Iteration 143Q: 3 clusters Score -8041888 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -8041890.500000 Penalty: 5288.294434
	Iteration 144Q: 3 clusters Score -8041890 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -8041896.500000 Penalty: 5288.294434
	Iteration 145Q: 3 clusters Score -8041896 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -8041898.000000 Penalty: 5288.294434
	Iteration 146Q: 3 clusters Score -8041898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -8041905.500000 Penalty: 5288.294434
	Iteration 147Q: 3 clusters Score -8041906 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -8041906.000000 Penalty: 5288.294434
	Iteration 148Q: 3 clusters Score -8041906 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -8041909.500000 Penalty: 5288.294434
	Iteration 149Q: 3 clusters Score -8041910 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -8041909.500000 Penalty: 5288.294434
	Iteration 150Q: 3 clusters Score -8041910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -8041909.000000 Penalty: 5288.294434
	Iteration 151Q: 3 clusters Score -8041909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -8041898.500000 Penalty: 5288.294434
	Iteration 152Q: 3 clusters Score -8041898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -8041902.000000 Penalty: 5288.294434
	Iteration 153Q: 3 clusters Score -8041902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -8041913.500000 Penalty: 5288.294434
	Iteration 154Q: 3 clusters Score -8041914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -8041905.500000 Penalty: 5288.294434
	Iteration 155Q: 3 clusters Score -8041906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -8041912.500000 Penalty: 5288.294434
	Iteration 156Q: 3 clusters Score -8041912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -8041913.500000 Penalty: 5288.294434
	Iteration 157Q: 3 clusters Score -8041914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -8041923.500000 Penalty: 5288.294434
	Iteration 158Q: 3 clusters Score -8041924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -8041925.000000 Penalty: 5288.294434
	Iteration 159Q: 3 clusters Score -8041925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -8041914.500000 Penalty: 5288.294434
	Iteration 160F: 3 clusters Score -8041914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -8041919.000000 Penalty: 5288.294434
	Iteration 161Q: 3 clusters Score -8041919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -8041917.000000 Penalty: 5288.294434
	Iteration 162Q: 3 clusters Score -8041917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -8041905.000000 Penalty: 5288.294434
	Iteration 163Q: 3 clusters Score -8041905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -8041912.500000 Penalty: 5288.294434
	Iteration 164Q: 3 clusters Score -8041912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -8041914.500000 Penalty: 5288.294434
	Iteration 165Q: 3 clusters Score -8041914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -8041921.500000 Penalty: 5288.294434
	Iteration 166Q: 3 clusters Score -8041922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -8041915.500000 Penalty: 5288.294434
	Iteration 167Q: 3 clusters Score -8041916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -8041915.500000 Penalty: 5288.294434
	Iteration 168Q: 3 clusters Score -8041916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -8041915.500000 Penalty: 5288.294434
	Iteration 169Q: 3 clusters Score -8041916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -8041912.500000 Penalty: 5288.294434
	Iteration 170Q: 3 clusters Score -8041912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8041924.500000 Penalty: 5288.294434
	Iteration 171Q: 3 clusters Score -8041924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -8041928.000000 Penalty: 5288.294434
	Iteration 172Q: 3 clusters Score -8041928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -8041939.000000 Penalty: 5288.294434
	Iteration 173Q: 3 clusters Score -8041939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -8041956.500000 Penalty: 5288.294434
	Iteration 174Q: 3 clusters Score -8041956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -8041950.500000 Penalty: 5288.294434
	Iteration 175Q: 3 clusters Score -8041950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -8041946.500000 Penalty: 5288.294434
	Iteration 176Q: 3 clusters Score -8041946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -8041957.000000 Penalty: 5288.294434
	Iteration 177Q: 3 clusters Score -8041957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -8041951.000000 Penalty: 5288.294434
	Iteration 178Q: 3 clusters Score -8041951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -8041954.000000 Penalty: 5288.294434
	Iteration 179Q: 3 clusters Score -8041954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -8041958.500000 Penalty: 5288.294434
	Iteration 180F: 3 clusters Score -8041958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -8041940.500000 Penalty: 5288.294434
	Iteration 181Q: 3 clusters Score -8041940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -8041948.500000 Penalty: 5288.294434
	Iteration 182Q: 3 clusters Score -8041948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -8041944.500000 Penalty: 5288.294434
	Iteration 183Q: 3 clusters Score -8041944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -8041954.500000 Penalty: 5288.294434
	Iteration 184Q: 3 clusters Score -8041954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -8041955.500000 Penalty: 5288.294434
	Iteration 185Q: 3 clusters Score -8041956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -8041956.000000 Penalty: 5288.294434
	Iteration 186Q: 3 clusters Score -8041956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -8041952.000000 Penalty: 5288.294434
	Iteration 187Q: 3 clusters Score -8041952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -8041950.500000 Penalty: 5288.294434
	Iteration 188Q: 3 clusters Score -8041950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -8041953.000000 Penalty: 5288.294434
	Iteration 189Q: 3 clusters Score -8041953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -8041960.000000 Penalty: 5288.294434
	Iteration 190Q: 3 clusters Score -8041960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -8041961.000000 Penalty: 5288.294434
	Iteration 191Q: 3 clusters Score -8041961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -8041957.500000 Penalty: 5288.294434
	Iteration 192Q: 3 clusters Score -8041958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -8041972.000000 Penalty: 5288.294434
	Iteration 193Q: 3 clusters Score -8041972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -8041975.500000 Penalty: 5288.294434
	Iteration 194Q: 3 clusters Score -8041976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -8041967.500000 Penalty: 5288.294434
	Iteration 195Q: 3 clusters Score -8041968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -8041969.500000 Penalty: 5288.294434
	Iteration 196Q: 3 clusters Score -8041970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -8041969.000000 Penalty: 5288.294434
	Iteration 197Q: 3 clusters Score -8041969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -8041985.000000 Penalty: 5288.294434
	Iteration 198Q: 3 clusters Score -8041985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -8041983.000000 Penalty: 5288.294434
	Iteration 199Q: 3 clusters Score -8041983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -8041977.000000 Penalty: 5288.294434
	Iteration 200F: 3 clusters Score -8041977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -8041984.000000 Penalty: 5288.294434
	Iteration 201Q: 3 clusters Score -8041984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8041988.500000 Penalty: 5288.294434
	Iteration 202Q: 3 clusters Score -8041988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -8041985.500000 Penalty: 5288.294434
	Iteration 203Q: 3 clusters Score -8041986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -8041976.000000 Penalty: 5288.294434
	Iteration 204Q: 3 clusters Score -8041976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -8041977.500000 Penalty: 5288.294434
	Iteration 205Q: 3 clusters Score -8041978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -8041986.500000 Penalty: 5288.294434
	Iteration 206Q: 3 clusters Score -8041986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -8041984.500000 Penalty: 5288.294434
	Iteration 207Q: 3 clusters Score -8041984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -8041991.500000 Penalty: 5288.294434
	Iteration 208Q: 3 clusters Score -8041992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -8042004.000000 Penalty: 5288.294434
	Iteration 209Q: 3 clusters Score -8042004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -8042000.000000 Penalty: 5288.294434
	Iteration 210Q: 3 clusters Score -8042000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -8041998.000000 Penalty: 5288.294434
	Iteration 211Q: 3 clusters Score -8041998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -8041998.500000 Penalty: 5288.294434
	Iteration 212Q: 3 clusters Score -8041998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -8042009.500000 Penalty: 5288.294434
	Iteration 213Q: 3 clusters Score -8042010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -8042004.000000 Penalty: 5288.294434
	Iteration 214Q: 3 clusters Score -8042004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -8042001.500000 Penalty: 5288.294434
	Iteration 215Q: 3 clusters Score -8042002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -8042000.500000 Penalty: 5288.294434
	Iteration 216Q: 3 clusters Score -8042000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -8041998.000000 Penalty: 5288.294434
	Iteration 217Q: 3 clusters Score -8041998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -8041996.500000 Penalty: 5288.294434
	Iteration 218Q: 3 clusters Score -8041996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -8041999.000000 Penalty: 5288.294434
	Iteration 219Q: 3 clusters Score -8041999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -8042000.000000 Penalty: 5288.294434
	Iteration 220F: 3 clusters Score -8042000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -8042004.500000 Penalty: 5288.294434
	Iteration 221Q: 3 clusters Score -8042004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -8041998.000000 Penalty: 5288.294434
	Iteration 222Q: 3 clusters Score -8041998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -8041995.500000 Penalty: 5288.294434
	Iteration 223Q: 3 clusters Score -8041996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -8041999.500000 Penalty: 5288.294434
	Iteration 224Q: 3 clusters Score -8042000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -8042007.500000 Penalty: 5288.294434
	Iteration 225Q: 3 clusters Score -8042008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -8041993.500000 Penalty: 5288.294434
	Iteration 226Q: 3 clusters Score -8041994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -8041994.000000 Penalty: 5288.294434
	Iteration 227Q: 3 clusters Score -8041994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -8042005.000000 Penalty: 5288.294434
	Iteration 228Q: 3 clusters Score -8042005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -8042004.500000 Penalty: 5288.294434
	Iteration 229Q: 3 clusters Score -8042004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -8042012.000000 Penalty: 5288.294434
	Iteration 230Q: 3 clusters Score -8042012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -8042017.500000 Penalty: 5288.294434
	Iteration 231Q: 3 clusters Score -8042018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -8042013.500000 Penalty: 5288.294434
	Iteration 232Q: 3 clusters Score -8042014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -8042015.500000 Penalty: 5288.294434
	Iteration 233Q: 3 clusters Score -8042016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -8042012.500000 Penalty: 5288.294434
	Iteration 234Q: 3 clusters Score -8042012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -8042014.000000 Penalty: 5288.294434
	Iteration 235Q: 3 clusters Score -8042014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -8042004.000000 Penalty: 5288.294434
	Iteration 236Q: 3 clusters Score -8042004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -8042000.000000 Penalty: 5288.294434
	Iteration 237Q: 3 clusters Score -8042000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -8042000.500000 Penalty: 5288.294434
	Iteration 238Q: 3 clusters Score -8042000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -8042005.500000 Penalty: 5288.294434
	Iteration 239Q: 3 clusters Score -8042006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -8041996.000000 Penalty: 5288.294434
	Iteration 240F: 3 clusters Score -8041996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -8041995.500000 Penalty: 5288.294434
	Iteration 241Q: 3 clusters Score -8041996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -8041991.500000 Penalty: 5288.294434
	Iteration 242Q: 3 clusters Score -8041992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -8041989.500000 Penalty: 5288.294434
	Iteration 243Q: 3 clusters Score -8041990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -8041983.500000 Penalty: 5288.294434
	Iteration 244Q: 3 clusters Score -8041984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -8041990.500000 Penalty: 5288.294434
	Iteration 245Q: 3 clusters Score -8041990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -8041984.000000 Penalty: 5288.294434
	Iteration 246Q: 3 clusters Score -8041984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8041988.500000 Penalty: 5288.294434
	Iteration 247Q: 3 clusters Score -8041988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -8041989.000000 Penalty: 5288.294434
	Iteration 248Q: 3 clusters Score -8041989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -8041984.500000 Penalty: 5288.294434
	Iteration 249Q: 3 clusters Score -8041984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -8041978.500000 Penalty: 5288.294434
	Iteration 250Q: 3 clusters Score -8041978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -8041973.000000 Penalty: 5288.294434
	Iteration 251Q: 3 clusters Score -8041973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -8041971.500000 Penalty: 5288.294434
	Iteration 252Q: 3 clusters Score -8041972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -8041972.500000 Penalty: 5288.294434
	Iteration 253Q: 3 clusters Score -8041972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -8041970.000000 Penalty: 5288.294434
	Iteration 254Q: 3 clusters Score -8041970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -8041970.000000 Penalty: 5288.294434
	Iteration 255Q: 3 clusters Score -8041970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -8041970.000000 Penalty: 5288.294434
	Iteration 256F: 3 clusters Score -8041970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Entering Unmasked Estep 
Score: -7719807.000000 Penalty: 2638.798584
	Iteration 0F: 2 clusters Score -7719807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -7691705.500000 Penalty: 5277.597168
	Iteration 0F: 3 clusters Score -7691706 nChanged 19103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -7702292.000000 Penalty: 5277.597168
	Iteration 1F: 3 clusters Score -7702292 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -7702912.500000 Penalty: 5277.597168
	Iteration 2Q: 3 clusters Score -7702912 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -7703713.000000 Penalty: 5277.597168
	Iteration 3Q: 3 clusters Score -7703713 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -7704853.000000 Penalty: 5277.597168
	Iteration 4F: 3 clusters Score -7704853 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -7706426.000000 Penalty: 5277.597168
	Iteration 5F: 3 clusters Score -7706426 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -7708353.000000 Penalty: 5277.597168
	Iteration 6F: 3 clusters Score -7708353 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -7710821.000000 Penalty: 5277.597168
	Iteration 7F: 3 clusters Score -7710821 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -7713356.500000 Penalty: 5277.597168
	Iteration 8F: 3 clusters Score -7713356 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -7715679.000000 Penalty: 5277.597168
	Iteration 9F: 3 clusters Score -7715679 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -7717099.500000 Penalty: 5277.597168
	Iteration 10Q: 3 clusters Score -7717100 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -7717667.500000 Penalty: 5277.597168
	Iteration 11Q: 3 clusters Score -7717668 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7717848.500000 Penalty: 5277.597168
	Iteration 12Q: 3 clusters Score -7717848 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7717943.000000 Penalty: 5277.597168
	Iteration 13Q: 3 clusters Score -7717943 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -7718018.000000 Penalty: 5277.597168
	Iteration 14Q: 3 clusters Score -7718018 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -7718086.000000 Penalty: 5277.597168
	Iteration 15Q: 3 clusters Score -7718086 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -7718132.500000 Penalty: 5277.597168
	Iteration 16Q: 3 clusters Score -7718132 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7718153.500000 Penalty: 5277.597168
	Iteration 17Q: 3 clusters Score -7718154 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7718173.000000 Penalty: 5277.597168
	Iteration 18Q: 3 clusters Score -7718173 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7718182.000000 Penalty: 5277.597168
	Iteration 19Q: 3 clusters Score -7718182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7718198.500000 Penalty: 5277.597168
	Iteration 20F: 3 clusters Score -7718198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7718198.000000 Penalty: 5277.597168
	Iteration 21Q: 3 clusters Score -7718198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7718202.000000 Penalty: 5277.597168
	Iteration 22Q: 3 clusters Score -7718202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7718205.000000 Penalty: 5277.597168
	Iteration 23Q: 3 clusters Score -7718205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7718209.500000 Penalty: 5277.597168
	Iteration 24Q: 3 clusters Score -7718210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7718207.500000 Penalty: 5277.597168
	Iteration 25Q: 3 clusters Score -7718208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7718218.000000 Penalty: 5277.597168
	Iteration 26Q: 3 clusters Score -7718218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7718227.000000 Penalty: 5277.597168
	Iteration 27Q: 3 clusters Score -7718227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7718226.500000 Penalty: 5277.597168
	Iteration 28Q: 3 clusters Score -7718226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7718230.500000 Penalty: 5277.597168
	Iteration 29Q: 3 clusters Score -7718230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7718239.500000 Penalty: 5277.597168
	Iteration 30Q: 3 clusters Score -7718240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7718254.000000 Penalty: 5277.597168
	Iteration 31Q: 3 clusters Score -7718254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7718269.000000 Penalty: 5277.597168
	Iteration 32Q: 3 clusters Score -7718269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7718275.500000 Penalty: 5277.597168
	Iteration 33Q: 3 clusters Score -7718276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7718282.500000 Penalty: 5277.597168
	Iteration 34Q: 3 clusters Score -7718282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7718281.500000 Penalty: 5277.597168
	Iteration 35Q: 3 clusters Score -7718282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7718276.000000 Penalty: 5277.597168
	Iteration 36Q: 3 clusters Score -7718276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7718277.000000 Penalty: 5277.597168
	Iteration 37Q: 3 clusters Score -7718277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7718283.000000 Penalty: 5277.597168
	Iteration 38Q: 3 clusters Score -7718283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7718283.500000 Penalty: 5277.597168
	Iteration 39Q: 3 clusters Score -7718284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7718289.000000 Penalty: 5277.597168
	Iteration 40F: 3 clusters Score -7718289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7718295.500000 Penalty: 5277.597168
	Iteration 41Q: 3 clusters Score -7718296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7718299.500000 Penalty: 5277.597168
	Iteration 42Q: 3 clusters Score -7718300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7718297.500000 Penalty: 5277.597168
	Iteration 43Q: 3 clusters Score -7718298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7718301.500000 Penalty: 5277.597168
	Iteration 44Q: 3 clusters Score -7718302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7718297.500000 Penalty: 5277.597168
	Iteration 45Q: 3 clusters Score -7718298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7718306.000000 Penalty: 5277.597168
	Iteration 46Q: 3 clusters Score -7718306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7718307.000000 Penalty: 5277.597168
	Iteration 47Q: 3 clusters Score -7718307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7718305.500000 Penalty: 5277.597168
	Iteration 48Q: 3 clusters Score -7718306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7718306.500000 Penalty: 5277.597168
	Iteration 49Q: 3 clusters Score -7718306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7718303.000000 Penalty: 5277.597168
	Iteration 50Q: 3 clusters Score -7718303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7718306.500000 Penalty: 5277.597168
	Iteration 51Q: 3 clusters Score -7718306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7718311.500000 Penalty: 5277.597168
	Iteration 52Q: 3 clusters Score -7718312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7718307.000000 Penalty: 5277.597168
	Iteration 53Q: 3 clusters Score -7718307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7718313.500000 Penalty: 5277.597168
	Iteration 54Q: 3 clusters Score -7718314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7718306.000000 Penalty: 5277.597168
	Iteration 55Q: 3 clusters Score -7718306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7718310.000000 Penalty: 5277.597168
	Iteration 56Q: 3 clusters Score -7718310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7718308.000000 Penalty: 5277.597168
	Iteration 57Q: 3 clusters Score -7718308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7718311.000000 Penalty: 5277.597168
	Iteration 58Q: 3 clusters Score -7718311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7718311.000000 Penalty: 5277.597168
	Iteration 59F: 3 clusters Score -7718311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Entering Unmasked Estep 
Score: -6424778.500000 Penalty: 2598.660645
	Iteration 0F: 2 clusters Score -6424778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -6400592.000000 Penalty: 5197.321289
	Iteration 0F: 3 clusters Score -6400592 nChanged 16177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -6409464.500000 Penalty: 5197.321289
	Iteration 1F: 3 clusters Score -6409464 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -6409897.000000 Penalty: 5197.321289
	Iteration 2Q: 3 clusters Score -6409897 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -6410230.000000 Penalty: 5197.321289
	Iteration 3Q: 3 clusters Score -6410230 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -6410477.000000 Penalty: 5197.321289
	Iteration 4Q: 3 clusters Score -6410477 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -6410716.000000 Penalty: 5197.321289
	Iteration 5Q: 3 clusters Score -6410716 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -6410941.000000 Penalty: 5197.321289
	Iteration 6Q: 3 clusters Score -6410941 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -6411212.000000 Penalty: 5197.321289
	Iteration 7Q: 3 clusters Score -6411212 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -6411543.500000 Penalty: 5197.321289
	Iteration 8Q: 3 clusters Score -6411544 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -6412026.500000 Penalty: 5197.321289
	Iteration 9Q: 3 clusters Score -6412026 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -6412766.500000 Penalty: 5197.321289
	Iteration 10Q: 3 clusters Score -6412766 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -6413980.000000 Penalty: 5197.321289
	Iteration 11F: 3 clusters Score -6413980 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -6415682.000000 Penalty: 5197.321289
	Iteration 12F: 3 clusters Score -6415682 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -6417779.000000 Penalty: 5197.321289
	Iteration 13F: 3 clusters Score -6417779 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -6419818.500000 Penalty: 5197.321289
	Iteration 14F: 3 clusters Score -6419818 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -6421218.500000 Penalty: 5197.321289
	Iteration 15Q: 3 clusters Score -6421218 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -6421936.500000 Penalty: 5197.321289
	Iteration 16Q: 3 clusters Score -6421936 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -6422246.000000 Penalty: 5197.321289
	Iteration 17Q: 3 clusters Score -6422246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -6422386.000000 Penalty: 5197.321289
	Iteration 18Q: 3 clusters Score -6422386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -6422445.000000 Penalty: 5197.321289
	Iteration 19Q: 3 clusters Score -6422445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -6422484.500000 Penalty: 5197.321289
	Iteration 20F: 3 clusters Score -6422484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -6422507.500000 Penalty: 5197.321289
	Iteration 21Q: 3 clusters Score -6422508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -6422515.500000 Penalty: 5197.321289
	Iteration 22Q: 3 clusters Score -6422516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -6422520.000000 Penalty: 5197.321289
	Iteration 23Q: 3 clusters Score -6422520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -6422523.000000 Penalty: 5197.321289
	Iteration 24Q: 3 clusters Score -6422523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -6422530.500000 Penalty: 5197.321289
	Iteration 25Q: 3 clusters Score -6422530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -6422530.500000 Penalty: 5197.321289
	Iteration 26F: 3 clusters Score -6422530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -48712.707031 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -48712.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47352.613281 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -47352.61 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47686.785156 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -47686.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47849.832031 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -47849.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47956.953125 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -47956.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47999.707031 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -47999.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48013.476562 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -48013.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48014.324219 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -48014.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48018.535156 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -48018.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48018.535156 Penalty: 3029.083252
	Iteration 8F: 3 clusters Score -48018.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Entering Unmasked Estep 
Score: -8227523.000000 Penalty: 2651.286377
	Iteration 0F: 2 clusters Score -8227523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -8199205.500000 Penalty: 5302.572754
	Iteration 0F: 3 clusters Score -8199206 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -8210074.000000 Penalty: 5302.572754
	Iteration 1F: 3 clusters Score -8210074 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -8210582.500000 Penalty: 5302.572754
	Iteration 2Q: 3 clusters Score -8210582 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -8211003.500000 Penalty: 5302.572754
	Iteration 3Q: 3 clusters Score -8211004 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -8211405.500000 Penalty: 5302.572754
	Iteration 4Q: 3 clusters Score -8211406 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -8211785.000000 Penalty: 5302.572754
	Iteration 5Q: 3 clusters Score -8211785 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8212192.000000 Penalty: 5302.572754
	Iteration 6Q: 3 clusters Score -8212192 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -8212671.000000 Penalty: 5302.572754
	Iteration 7Q: 3 clusters Score -8212671 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -8213131.500000 Penalty: 5302.572754
	Iteration 8Q: 3 clusters Score -8213132 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -8213690.000000 Penalty: 5302.572754
	Iteration 9Q: 3 clusters Score -8213690 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -8214342.500000 Penalty: 5302.572754
	Iteration 10Q: 3 clusters Score -8214342 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -8215070.000000 Penalty: 5302.572754
	Iteration 11Q: 3 clusters Score -8215070 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -8215769.000000 Penalty: 5302.572754
	Iteration 12Q: 3 clusters Score -8215769 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -8216483.500000 Penalty: 5302.572754
	Iteration 13Q: 3 clusters Score -8216484 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -8217180.000000 Penalty: 5302.572754
	Iteration 14Q: 3 clusters Score -8217180 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -8217835.000000 Penalty: 5302.572754
	Iteration 15Q: 3 clusters Score -8217835 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -8218469.000000 Penalty: 5302.572754
	Iteration 16Q: 3 clusters Score -8218469 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -8219185.500000 Penalty: 5302.572754
	Iteration 17Q: 3 clusters Score -8219186 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -8219916.500000 Penalty: 5302.572754
	Iteration 18Q: 3 clusters Score -8219916 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -8220507.500000 Penalty: 5302.572754
	Iteration 19Q: 3 clusters Score -8220508 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -8220925.500000 Penalty: 5302.572754
	Iteration 20F: 3 clusters Score -8220926 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -8221167.000000 Penalty: 5302.572754
	Iteration 21Q: 3 clusters Score -8221167 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -8221314.500000 Penalty: 5302.572754
	Iteration 22Q: 3 clusters Score -8221314 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -8221395.500000 Penalty: 5302.572754
	Iteration 23Q: 3 clusters Score -8221396 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -8221516.500000 Penalty: 5302.572754
	Iteration 24Q: 3 clusters Score -8221516 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -8221614.000000 Penalty: 5302.572754
	Iteration 25Q: 3 clusters Score -8221614 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -8221691.500000 Penalty: 5302.572754
	Iteration 26Q: 3 clusters Score -8221692 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -8221787.000000 Penalty: 5302.572754
	Iteration 27Q: 3 clusters Score -8221787 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -8221934.500000 Penalty: 5302.572754
	Iteration 28Q: 3 clusters Score -8221934 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -8222031.000000 Penalty: 5302.572754
	Iteration 29Q: 3 clusters Score -8222031 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -8222164.000000 Penalty: 5302.572754
	Iteration 30Q: 3 clusters Score -8222164 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -8222248.500000 Penalty: 5302.572754
	Iteration 31Q: 3 clusters Score -8222248 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -8222373.000000 Penalty: 5302.572754
	Iteration 32Q: 3 clusters Score -8222373 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -8222557.500000 Penalty: 5302.572754
	Iteration 33Q: 3 clusters Score -8222558 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -8222734.500000 Penalty: 5302.572754
	Iteration 34Q: 3 clusters Score -8222734 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -8222923.500000 Penalty: 5302.572754
	Iteration 35Q: 3 clusters Score -8222924 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -8223086.500000 Penalty: 5302.572754
	Iteration 36Q: 3 clusters Score -8223086 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -8223262.500000 Penalty: 5302.572754
	Iteration 37Q: 3 clusters Score -8223262 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -8223372.000000 Penalty: 5302.572754
	Iteration 38Q: 3 clusters Score -8223372 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -8223464.000000 Penalty: 5302.572754
	Iteration 39Q: 3 clusters Score -8223464 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -8223550.000000 Penalty: 5302.572754
	Iteration 40F: 3 clusters Score -8223550 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -8223670.000000 Penalty: 5302.572754
	Iteration 41Q: 3 clusters Score -8223670 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -8223719.000000 Penalty: 5302.572754
	Iteration 42Q: 3 clusters Score -8223719 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -8223845.500000 Penalty: 5302.572754
	Iteration 43Q: 3 clusters Score -8223846 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -8223943.000000 Penalty: 5302.572754
	Iteration 44Q: 3 clusters Score -8223943 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -8224012.000000 Penalty: 5302.572754
	Iteration 45Q: 3 clusters Score -8224012 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -8224079.000000 Penalty: 5302.572754
	Iteration 46Q: 3 clusters Score -8224079 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -8224121.500000 Penalty: 5302.572754
	Iteration 47Q: 3 clusters Score -8224122 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -8224236.000000 Penalty: 5302.572754
	Iteration 48Q: 3 clusters Score -8224236 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -8224336.000000 Penalty: 5302.572754
	Iteration 49Q: 3 clusters Score -8224336 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -8224412.000000 Penalty: 5302.572754
	Iteration 50Q: 3 clusters Score -8224412 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -8224491.500000 Penalty: 5302.572754
	Iteration 51Q: 3 clusters Score -8224492 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -8224514.500000 Penalty: 5302.572754
	Iteration 52Q: 3 clusters Score -8224514 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -8224558.500000 Penalty: 5302.572754
	Iteration 53Q: 3 clusters Score -8224558 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -8224663.000000 Penalty: 5302.572754
	Iteration 54Q: 3 clusters Score -8224663 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -8224758.500000 Penalty: 5302.572754
	Iteration 55Q: 3 clusters Score -8224758 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -8224808.500000 Penalty: 5302.572754
	Iteration 56Q: 3 clusters Score -8224808 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -8224890.000000 Penalty: 5302.572754
	Iteration 57Q: 3 clusters Score -8224890 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -8224958.000000 Penalty: 5302.572754
	Iteration 58Q: 3 clusters Score -8224958 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -8225007.000000 Penalty: 5302.572754
	Iteration 59Q: 3 clusters Score -8225007 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -8225105.000000 Penalty: 5302.572754
	Iteration 60F: 3 clusters Score -8225105 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -8225169.000000 Penalty: 5302.572754
	Iteration 61Q: 3 clusters Score -8225169 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -8225253.000000 Penalty: 5302.572754
	Iteration 62Q: 3 clusters Score -8225253 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8225307.000000 Penalty: 5302.572754
	Iteration 63Q: 3 clusters Score -8225307 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -8225351.500000 Penalty: 5302.572754
	Iteration 64Q: 3 clusters Score -8225352 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -8225389.000000 Penalty: 5302.572754
	Iteration 65Q: 3 clusters Score -8225389 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -8225419.500000 Penalty: 5302.572754
	Iteration 66Q: 3 clusters Score -8225420 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -8225470.500000 Penalty: 5302.572754
	Iteration 67Q: 3 clusters Score -8225470 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -8225520.000000 Penalty: 5302.572754
	Iteration 68Q: 3 clusters Score -8225520 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -8225554.000000 Penalty: 5302.572754
	Iteration 69Q: 3 clusters Score -8225554 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -8225567.500000 Penalty: 5302.572754
	Iteration 70Q: 3 clusters Score -8225568 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -8225623.500000 Penalty: 5302.572754
	Iteration 71Q: 3 clusters Score -8225624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -8225627.000000 Penalty: 5302.572754
	Iteration 72Q: 3 clusters Score -8225627 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -8225645.000000 Penalty: 5302.572754
	Iteration 73Q: 3 clusters Score -8225645 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -8225644.500000 Penalty: 5302.572754
	Iteration 74Q: 3 clusters Score -8225644 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -8225628.000000 Penalty: 5302.572754
	Iteration 75Q: 3 clusters Score -8225628 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8225627.000000 Penalty: 5302.572754
	Iteration 76Q: 3 clusters Score -8225627 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -8225641.000000 Penalty: 5302.572754
	Iteration 77Q: 3 clusters Score -8225641 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -8225630.000000 Penalty: 5302.572754
	Iteration 78Q: 3 clusters Score -8225630 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -8225631.500000 Penalty: 5302.572754
	Iteration 79Q: 3 clusters Score -8225632 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -8225589.500000 Penalty: 5302.572754
	Iteration 80F: 3 clusters Score -8225590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -8225592.500000 Penalty: 5302.572754
	Iteration 81Q: 3 clusters Score -8225592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -8225591.000000 Penalty: 5302.572754
	Iteration 82Q: 3 clusters Score -8225591 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -8225597.000000 Penalty: 5302.572754
	Iteration 83Q: 3 clusters Score -8225597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -8225585.000000 Penalty: 5302.572754
	Iteration 84Q: 3 clusters Score -8225585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -8225598.000000 Penalty: 5302.572754
	Iteration 85Q: 3 clusters Score -8225598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -8225590.000000 Penalty: 5302.572754
	Iteration 86Q: 3 clusters Score -8225590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -8225599.500000 Penalty: 5302.572754
	Iteration 87Q: 3 clusters Score -8225600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -8225594.000000 Penalty: 5302.572754
	Iteration 88Q: 3 clusters Score -8225594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8225598.000000 Penalty: 5302.572754
	Iteration 89Q: 3 clusters Score -8225598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -8225610.000000 Penalty: 5302.572754
	Iteration 90Q: 3 clusters Score -8225610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8225595.000000 Penalty: 5302.572754
	Iteration 91Q: 3 clusters Score -8225595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -8225584.000000 Penalty: 5302.572754
	Iteration 92Q: 3 clusters Score -8225584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -8225586.000000 Penalty: 5302.572754
	Iteration 93Q: 3 clusters Score -8225586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -8225589.500000 Penalty: 5302.572754
	Iteration 94Q: 3 clusters Score -8225590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -8225586.000000 Penalty: 5302.572754
	Iteration 95Q: 3 clusters Score -8225586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8225576.000000 Penalty: 5302.572754
	Iteration 96Q: 3 clusters Score -8225576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -8225579.000000 Penalty: 5302.572754
	Iteration 97Q: 3 clusters Score -8225579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -8225595.500000 Penalty: 5302.572754
	Iteration 98Q: 3 clusters Score -8225596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -8225591.500000 Penalty: 5302.572754
	Iteration 99Q: 3 clusters Score -8225592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8225585.000000 Penalty: 5302.572754
	Iteration 100F: 3 clusters Score -8225585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -8225570.000000 Penalty: 5302.572754
	Iteration 101Q: 3 clusters Score -8225570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -8225571.000000 Penalty: 5302.572754
	Iteration 102Q: 3 clusters Score -8225571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -8225564.000000 Penalty: 5302.572754
	Iteration 103Q: 3 clusters Score -8225564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -8225562.000000 Penalty: 5302.572754
	Iteration 104Q: 3 clusters Score -8225562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -8225566.500000 Penalty: 5302.572754
	Iteration 105Q: 3 clusters Score -8225566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -8225575.500000 Penalty: 5302.572754
	Iteration 106Q: 3 clusters Score -8225576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -8225579.000000 Penalty: 5302.572754
	Iteration 107Q: 3 clusters Score -8225579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -8225589.500000 Penalty: 5302.572754
	Iteration 108Q: 3 clusters Score -8225590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -8225578.000000 Penalty: 5302.572754
	Iteration 109Q: 3 clusters Score -8225578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -8225578.500000 Penalty: 5302.572754
	Iteration 110Q: 3 clusters Score -8225578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8225576.500000 Penalty: 5302.572754
	Iteration 111Q: 3 clusters Score -8225576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -8225573.000000 Penalty: 5302.572754
	Iteration 112Q: 3 clusters Score -8225573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -8225574.500000 Penalty: 5302.572754
	Iteration 113Q: 3 clusters Score -8225574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -8225575.500000 Penalty: 5302.572754
	Iteration 114Q: 3 clusters Score -8225576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -8225576.500000 Penalty: 5302.572754
	Iteration 115Q: 3 clusters Score -8225576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -8225576.500000 Penalty: 5302.572754
	Iteration 116F: 3 clusters Score -8225576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Entering Unmasked Estep 
Score: -8337129.500000 Penalty: 2656.866943
	Iteration 0F: 2 clusters Score -8337130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -8308039.000000 Penalty: 5313.733887
	Iteration 0F: 3 clusters Score -8308039 nChanged 20763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -8319438.500000 Penalty: 5313.733887
	Iteration 1F: 3 clusters Score -8319438 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -8320005.500000 Penalty: 5313.733887
	Iteration 2Q: 3 clusters Score -8320006 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -8320688.000000 Penalty: 5313.733887
	Iteration 3Q: 3 clusters Score -8320688 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -8321464.000000 Penalty: 5313.733887
	Iteration 4Q: 3 clusters Score -8321464 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -8322434.500000 Penalty: 5313.733887
	Iteration 5Q: 3 clusters Score -8322434 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -8323429.000000 Penalty: 5313.733887
	Iteration 6Q: 3 clusters Score -8323429 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -8324539.500000 Penalty: 5313.733887
	Iteration 7Q: 3 clusters Score -8324540 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -8325749.500000 Penalty: 5313.733887
	Iteration 8Q: 3 clusters Score -8325750 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -8327133.500000 Penalty: 5313.733887
	Iteration 9F: 3 clusters Score -8327134 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -8328354.000000 Penalty: 5313.733887
	Iteration 10Q: 3 clusters Score -8328354 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -8329282.000000 Penalty: 5313.733887
	Iteration 11Q: 3 clusters Score -8329282 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -8329854.500000 Penalty: 5313.733887
	Iteration 12Q: 3 clusters Score -8329854 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -8330139.000000 Penalty: 5313.733887
	Iteration 13Q: 3 clusters Score -8330139 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -8330265.500000 Penalty: 5313.733887
	Iteration 14Q: 3 clusters Score -8330266 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -8330361.500000 Penalty: 5313.733887
	Iteration 15Q: 3 clusters Score -8330362 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -8330438.500000 Penalty: 5313.733887
	Iteration 16Q: 3 clusters Score -8330438 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -8330504.000000 Penalty: 5313.733887
	Iteration 17Q: 3 clusters Score -8330504 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -8330569.000000 Penalty: 5313.733887
	Iteration 18Q: 3 clusters Score -8330569 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -8330614.000000 Penalty: 5313.733887
	Iteration 19Q: 3 clusters Score -8330614 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -8330677.500000 Penalty: 5313.733887
	Iteration 20F: 3 clusters Score -8330678 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -8330773.500000 Penalty: 5313.733887
	Iteration 21Q: 3 clusters Score -8330774 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -8330894.000000 Penalty: 5313.733887
	Iteration 22Q: 3 clusters Score -8330894 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -8330999.000000 Penalty: 5313.733887
	Iteration 23Q: 3 clusters Score -8330999 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -8331105.000000 Penalty: 5313.733887
	Iteration 24Q: 3 clusters Score -8331105 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -8331189.000000 Penalty: 5313.733887
	Iteration 25Q: 3 clusters Score -8331189 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -8331289.000000 Penalty: 5313.733887
	Iteration 26Q: 3 clusters Score -8331289 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -8331384.500000 Penalty: 5313.733887
	Iteration 27Q: 3 clusters Score -8331384 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -8331522.500000 Penalty: 5313.733887
	Iteration 28Q: 3 clusters Score -8331522 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -8331653.500000 Penalty: 5313.733887
	Iteration 29Q: 3 clusters Score -8331654 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -8331778.500000 Penalty: 5313.733887
	Iteration 30Q: 3 clusters Score -8331778 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -8331868.000000 Penalty: 5313.733887
	Iteration 31Q: 3 clusters Score -8331868 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -8331947.000000 Penalty: 5313.733887
	Iteration 32Q: 3 clusters Score -8331947 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -8332009.000000 Penalty: 5313.733887
	Iteration 33Q: 3 clusters Score -8332009 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -8332051.500000 Penalty: 5313.733887
	Iteration 34Q: 3 clusters Score -8332052 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -8332118.500000 Penalty: 5313.733887
	Iteration 35Q: 3 clusters Score -8332118 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -8332146.000000 Penalty: 5313.733887
	Iteration 36Q: 3 clusters Score -8332146 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -8332196.500000 Penalty: 5313.733887
	Iteration 37Q: 3 clusters Score -8332196 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -8332223.000000 Penalty: 5313.733887
	Iteration 38Q: 3 clusters Score -8332223 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -8332255.000000 Penalty: 5313.733887
	Iteration 39Q: 3 clusters Score -8332255 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -8332291.000000 Penalty: 5313.733887
	Iteration 40F: 3 clusters Score -8332291 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -8332355.500000 Penalty: 5313.733887
	Iteration 41Q: 3 clusters Score -8332356 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -8332381.500000 Penalty: 5313.733887
	Iteration 42Q: 3 clusters Score -8332382 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -8332398.000000 Penalty: 5313.733887
	Iteration 43Q: 3 clusters Score -8332398 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -8332423.500000 Penalty: 5313.733887
	Iteration 44Q: 3 clusters Score -8332424 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -8332452.000000 Penalty: 5313.733887
	Iteration 45Q: 3 clusters Score -8332452 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -8332460.500000 Penalty: 5313.733887
	Iteration 46Q: 3 clusters Score -8332460 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -8332500.000000 Penalty: 5313.733887
	Iteration 47Q: 3 clusters Score -8332500 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -8332528.000000 Penalty: 5313.733887
	Iteration 48Q: 3 clusters Score -8332528 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -8332555.000000 Penalty: 5313.733887
	Iteration 49Q: 3 clusters Score -8332555 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -8332609.000000 Penalty: 5313.733887
	Iteration 50Q: 3 clusters Score -8332609 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -8332649.000000 Penalty: 5313.733887
	Iteration 51Q: 3 clusters Score -8332649 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -8332688.000000 Penalty: 5313.733887
	Iteration 52Q: 3 clusters Score -8332688 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -8332743.500000 Penalty: 5313.733887
	Iteration 53Q: 3 clusters Score -8332744 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -8332789.500000 Penalty: 5313.733887
	Iteration 54Q: 3 clusters Score -8332790 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -8332826.000000 Penalty: 5313.733887
	Iteration 55Q: 3 clusters Score -8332826 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -8332852.000000 Penalty: 5313.733887
	Iteration 56Q: 3 clusters Score -8332852 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -8332894.500000 Penalty: 5313.733887
	Iteration 57Q: 3 clusters Score -8332894 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -8332952.000000 Penalty: 5313.733887
	Iteration 58Q: 3 clusters Score -8332952 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -8333002.000000 Penalty: 5313.733887
	Iteration 59Q: 3 clusters Score -8333002 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -8333035.000000 Penalty: 5313.733887
	Iteration 60F: 3 clusters Score -8333035 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -8333082.500000 Penalty: 5313.733887
	Iteration 61Q: 3 clusters Score -8333082 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -8333115.500000 Penalty: 5313.733887
	Iteration 62Q: 3 clusters Score -8333116 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -8333128.500000 Penalty: 5313.733887
	Iteration 63Q: 3 clusters Score -8333128 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -8333150.000000 Penalty: 5313.733887
	Iteration 64Q: 3 clusters Score -8333150 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -8333189.500000 Penalty: 5313.733887
	Iteration 65Q: 3 clusters Score -8333190 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -8333230.000000 Penalty: 5313.733887
	Iteration 66Q: 3 clusters Score -8333230 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -8333285.500000 Penalty: 5313.733887
	Iteration 67Q: 3 clusters Score -8333286 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -8333355.500000 Penalty: 5313.733887
	Iteration 68Q: 3 clusters Score -8333356 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -8333418.000000 Penalty: 5313.733887
	Iteration 69Q: 3 clusters Score -8333418 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -8333432.500000 Penalty: 5313.733887
	Iteration 70Q: 3 clusters Score -8333432 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -8333472.000000 Penalty: 5313.733887
	Iteration 71Q: 3 clusters Score -8333472 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -8333508.500000 Penalty: 5313.733887
	Iteration 72Q: 3 clusters Score -8333508 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -8333541.500000 Penalty: 5313.733887
	Iteration 73Q: 3 clusters Score -8333542 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -8333612.500000 Penalty: 5313.733887
	Iteration 74Q: 3 clusters Score -8333612 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -8333630.000000 Penalty: 5313.733887
	Iteration 75Q: 3 clusters Score -8333630 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -8333705.500000 Penalty: 5313.733887
	Iteration 76Q: 3 clusters Score -8333706 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -8333759.500000 Penalty: 5313.733887
	Iteration 77Q: 3 clusters Score -8333760 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -8333815.000000 Penalty: 5313.733887
	Iteration 78Q: 3 clusters Score -8333815 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -8333884.500000 Penalty: 5313.733887
	Iteration 79Q: 3 clusters Score -8333884 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -8333949.500000 Penalty: 5313.733887
	Iteration 80F: 3 clusters Score -8333950 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8334035.000000 Penalty: 5313.733887
	Iteration 81Q: 3 clusters Score -8334035 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -8334074.000000 Penalty: 5313.733887
	Iteration 82Q: 3 clusters Score -8334074 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -8334182.000000 Penalty: 5313.733887
	Iteration 83Q: 3 clusters Score -8334182 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -8334251.000000 Penalty: 5313.733887
	Iteration 84Q: 3 clusters Score -8334251 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -8334340.500000 Penalty: 5313.733887
	Iteration 85Q: 3 clusters Score -8334340 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -8334416.500000 Penalty: 5313.733887
	Iteration 86Q: 3 clusters Score -8334416 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -8334493.500000 Penalty: 5313.733887
	Iteration 87Q: 3 clusters Score -8334494 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -8334569.000000 Penalty: 5313.733887
	Iteration 88Q: 3 clusters Score -8334569 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -8334660.500000 Penalty: 5313.733887
	Iteration 89Q: 3 clusters Score -8334660 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -8334773.000000 Penalty: 5313.733887
	Iteration 90Q: 3 clusters Score -8334773 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -8334827.500000 Penalty: 5313.733887
	Iteration 91Q: 3 clusters Score -8334828 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -8334869.000000 Penalty: 5313.733887
	Iteration 92Q: 3 clusters Score -8334869 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -8334946.000000 Penalty: 5313.733887
	Iteration 93Q: 3 clusters Score -8334946 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -8335020.000000 Penalty: 5313.733887
	Iteration 94Q: 3 clusters Score -8335020 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -8335104.000000 Penalty: 5313.733887
	Iteration 95Q: 3 clusters Score -8335104 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -8335155.000000 Penalty: 5313.733887
	Iteration 96Q: 3 clusters Score -8335155 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -8335215.000000 Penalty: 5313.733887
	Iteration 97Q: 3 clusters Score -8335215 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -8335262.000000 Penalty: 5313.733887
	Iteration 98Q: 3 clusters Score -8335262 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -8335307.000000 Penalty: 5313.733887
	Iteration 99Q: 3 clusters Score -8335307 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -8335385.500000 Penalty: 5313.733887
	Iteration 100F: 3 clusters Score -8335386 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -8335446.000000 Penalty: 5313.733887
	Iteration 101Q: 3 clusters Score -8335446 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -8335506.500000 Penalty: 5313.733887
	Iteration 102Q: 3 clusters Score -8335506 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -8335557.500000 Penalty: 5313.733887
	Iteration 103Q: 3 clusters Score -8335558 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -8335584.000000 Penalty: 5313.733887
	Iteration 104Q: 3 clusters Score -8335584 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -8335642.000000 Penalty: 5313.733887
	Iteration 105Q: 3 clusters Score -8335642 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -8335662.000000 Penalty: 5313.733887
	Iteration 106Q: 3 clusters Score -8335662 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -8335672.000000 Penalty: 5313.733887
	Iteration 107Q: 3 clusters Score -8335672 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -8335694.500000 Penalty: 5313.733887
	Iteration 108Q: 3 clusters Score -8335694 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -8335727.000000 Penalty: 5313.733887
	Iteration 109Q: 3 clusters Score -8335727 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8335733.000000 Penalty: 5313.733887
	Iteration 110Q: 3 clusters Score -8335733 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -8335731.000000 Penalty: 5313.733887
	Iteration 111Q: 3 clusters Score -8335731 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -8335746.000000 Penalty: 5313.733887
	Iteration 112Q: 3 clusters Score -8335746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -8335739.000000 Penalty: 5313.733887
	Iteration 113Q: 3 clusters Score -8335739 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -8335726.000000 Penalty: 5313.733887
	Iteration 114Q: 3 clusters Score -8335726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -8335719.500000 Penalty: 5313.733887
	Iteration 115Q: 3 clusters Score -8335720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -8335720.000000 Penalty: 5313.733887
	Iteration 116Q: 3 clusters Score -8335720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -8335707.500000 Penalty: 5313.733887
	Iteration 117Q: 3 clusters Score -8335708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -8335729.500000 Penalty: 5313.733887
	Iteration 118Q: 3 clusters Score -8335730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -8335736.500000 Penalty: 5313.733887
	Iteration 119Q: 3 clusters Score -8335736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -8335728.500000 Penalty: 5313.733887
	Iteration 120F: 3 clusters Score -8335728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -8335718.500000 Penalty: 5313.733887
	Iteration 121Q: 3 clusters Score -8335718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -8335725.500000 Penalty: 5313.733887
	Iteration 122Q: 3 clusters Score -8335726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -8335725.500000 Penalty: 5313.733887
	Iteration 123Q: 3 clusters Score -8335726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8335736.000000 Penalty: 5313.733887
	Iteration 124Q: 3 clusters Score -8335736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -8335738.500000 Penalty: 5313.733887
	Iteration 125Q: 3 clusters Score -8335738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -8335736.000000 Penalty: 5313.733887
	Iteration 126Q: 3 clusters Score -8335736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -8335718.000000 Penalty: 5313.733887
	Iteration 127Q: 3 clusters Score -8335718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -8335721.500000 Penalty: 5313.733887
	Iteration 128Q: 3 clusters Score -8335722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -8335715.500000 Penalty: 5313.733887
	Iteration 129Q: 3 clusters Score -8335716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -8335715.500000 Penalty: 5313.733887
	Iteration 130Q: 3 clusters Score -8335716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -8335714.500000 Penalty: 5313.733887
	Iteration 131Q: 3 clusters Score -8335714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -8335705.000000 Penalty: 5313.733887
	Iteration 132Q: 3 clusters Score -8335705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -8335707.000000 Penalty: 5313.733887
	Iteration 133Q: 3 clusters Score -8335707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -8335705.500000 Penalty: 5313.733887
	Iteration 134Q: 3 clusters Score -8335706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -8335694.000000 Penalty: 5313.733887
	Iteration 135Q: 3 clusters Score -8335694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -8335694.000000 Penalty: 5313.733887
	Iteration 136Q: 3 clusters Score -8335694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -8335699.000000 Penalty: 5313.733887
	Iteration 137Q: 3 clusters Score -8335699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -8335697.000000 Penalty: 5313.733887
	Iteration 138Q: 3 clusters Score -8335697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -8335709.500000 Penalty: 5313.733887
	Iteration 139Q: 3 clusters Score -8335710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -8335706.500000 Penalty: 5313.733887
	Iteration 140F: 3 clusters Score -8335706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8335694.500000 Penalty: 5313.733887
	Iteration 141Q: 3 clusters Score -8335694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -8335690.500000 Penalty: 5313.733887
	Iteration 142Q: 3 clusters Score -8335690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -8335684.500000 Penalty: 5313.733887
	Iteration 143Q: 3 clusters Score -8335684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -8335683.000000 Penalty: 5313.733887
	Iteration 144Q: 3 clusters Score -8335683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -8335684.000000 Penalty: 5313.733887
	Iteration 145Q: 3 clusters Score -8335684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8335685.000000 Penalty: 5313.733887
	Iteration 146Q: 3 clusters Score -8335685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -8335672.500000 Penalty: 5313.733887
	Iteration 147Q: 3 clusters Score -8335672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8335670.000000 Penalty: 5313.733887
	Iteration 148Q: 3 clusters Score -8335670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8335668.000000 Penalty: 5313.733887
	Iteration 149Q: 3 clusters Score -8335668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -8335676.000000 Penalty: 5313.733887
	Iteration 150Q: 3 clusters Score -8335676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -8335669.500000 Penalty: 5313.733887
	Iteration 151Q: 3 clusters Score -8335670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -8335670.500000 Penalty: 5313.733887
	Iteration 152Q: 3 clusters Score -8335670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -8335659.500000 Penalty: 5313.733887
	Iteration 153Q: 3 clusters Score -8335660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -8335665.500000 Penalty: 5313.733887
	Iteration 154Q: 3 clusters Score -8335666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -8335654.000000 Penalty: 5313.733887
	Iteration 155Q: 3 clusters Score -8335654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -8335655.000000 Penalty: 5313.733887
	Iteration 156Q: 3 clusters Score -8335655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -8335665.000000 Penalty: 5313.733887
	Iteration 157Q: 3 clusters Score -8335665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8335655.000000 Penalty: 5313.733887
	Iteration 158Q: 3 clusters Score -8335655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -8335652.500000 Penalty: 5313.733887
	Iteration 159Q: 3 clusters Score -8335652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -8335658.500000 Penalty: 5313.733887
	Iteration 160F: 3 clusters Score -8335658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -8335658.500000 Penalty: 5313.733887
	Iteration 161Q: 3 clusters Score -8335658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8335650.500000 Penalty: 5313.733887
	Iteration 162Q: 3 clusters Score -8335650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8335652.500000 Penalty: 5313.733887
	Iteration 163Q: 3 clusters Score -8335652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8335656.000000 Penalty: 5313.733887
	Iteration 164Q: 3 clusters Score -8335656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8335654.000000 Penalty: 5313.733887
	Iteration 165Q: 3 clusters Score -8335654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8335661.500000 Penalty: 5313.733887
	Iteration 166Q: 3 clusters Score -8335662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8335660.000000 Penalty: 5313.733887
	Iteration 167Q: 3 clusters Score -8335660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8335669.000000 Penalty: 5313.733887
	Iteration 168Q: 3 clusters Score -8335669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8335669.000000 Penalty: 5313.733887
	Iteration 169F: 3 clusters Score -8335669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Entering Unmasked Estep 
Score: -1344374.875000 Penalty: 2204.137695
	Iteration 0F: 2 clusters Score -1344375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1338354.125000 Penalty: 4408.275391
	Iteration 0F: 3 clusters Score -1338354 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1339981.625000 Penalty: 4408.275391
	Iteration 1F: 3 clusters Score -1339982 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1340235.000000 Penalty: 4408.275391
	Iteration 2F: 3 clusters Score -1340235 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1340384.500000 Penalty: 4408.275391
	Iteration 3Q: 3 clusters Score -1340384 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1340482.375000 Penalty: 4408.275391
	Iteration 4Q: 3 clusters Score -1340482 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1340560.875000 Penalty: 4408.275391
	Iteration 5Q: 3 clusters Score -1340561 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1340633.250000 Penalty: 4408.275391
	Iteration 6Q: 3 clusters Score -1340633 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1340692.500000 Penalty: 4408.275391
	Iteration 7Q: 3 clusters Score -1340692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1340750.250000 Penalty: 4408.275391
	Iteration 8Q: 3 clusters Score -1340750 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1340805.750000 Penalty: 4408.275391
	Iteration 9Q: 3 clusters Score -1340806 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1340856.125000 Penalty: 4408.275391
	Iteration 10Q: 3 clusters Score -1340856 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1340904.125000 Penalty: 4408.275391
	Iteration 11Q: 3 clusters Score -1340904 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1340956.750000 Penalty: 4408.275391
	Iteration 12Q: 3 clusters Score -1340957 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1341017.625000 Penalty: 4408.275391
	Iteration 13Q: 3 clusters Score -1341018 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1341071.875000 Penalty: 4408.275391
	Iteration 14Q: 3 clusters Score -1341072 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1341132.750000 Penalty: 4408.275391
	Iteration 15Q: 3 clusters Score -1341133 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1341195.375000 Penalty: 4408.275391
	Iteration 16Q: 3 clusters Score -1341195 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1341262.250000 Penalty: 4408.275391
	Iteration 17Q: 3 clusters Score -1341262 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1341344.125000 Penalty: 4408.275391
	Iteration 18Q: 3 clusters Score -1341344 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1341438.625000 Penalty: 4408.275391
	Iteration 19Q: 3 clusters Score -1341439 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1341553.375000 Penalty: 4408.275391
	Iteration 20F: 3 clusters Score -1341553 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1341666.250000 Penalty: 4408.275391
	Iteration 21Q: 3 clusters Score -1341666 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1341789.250000 Penalty: 4408.275391
	Iteration 22Q: 3 clusters Score -1341789 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1341904.000000 Penalty: 4408.275391
	Iteration 23Q: 3 clusters Score -1341904 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1342013.875000 Penalty: 4408.275391
	Iteration 24Q: 3 clusters Score -1342014 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1342141.125000 Penalty: 4408.275391
	Iteration 25Q: 3 clusters Score -1342141 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1342250.000000 Penalty: 4408.275391
	Iteration 26Q: 3 clusters Score -1342250 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1342322.750000 Penalty: 4408.275391
	Iteration 27Q: 3 clusters Score -1342323 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1342374.750000 Penalty: 4408.275391
	Iteration 28Q: 3 clusters Score -1342375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1342408.000000 Penalty: 4408.275391
	Iteration 29Q: 3 clusters Score -1342408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1342429.500000 Penalty: 4408.275391
	Iteration 30Q: 3 clusters Score -1342430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1342446.125000 Penalty: 4408.275391
	Iteration 31Q: 3 clusters Score -1342446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1342463.125000 Penalty: 4408.275391
	Iteration 32Q: 3 clusters Score -1342463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1342473.750000 Penalty: 4408.275391
	Iteration 33Q: 3 clusters Score -1342474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1342480.375000 Penalty: 4408.275391
	Iteration 34Q: 3 clusters Score -1342480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1342491.375000 Penalty: 4408.275391
	Iteration 35Q: 3 clusters Score -1342491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1342498.500000 Penalty: 4408.275391
	Iteration 36Q: 3 clusters Score -1342498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1342502.750000 Penalty: 4408.275391
	Iteration 37Q: 3 clusters Score -1342503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1342509.625000 Penalty: 4408.275391
	Iteration 38Q: 3 clusters Score -1342510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1342513.500000 Penalty: 4408.275391
	Iteration 39Q: 3 clusters Score -1342514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1342520.500000 Penalty: 4408.275391
	Iteration 40F: 3 clusters Score -1342520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1342523.375000 Penalty: 4408.275391
	Iteration 41Q: 3 clusters Score -1342523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1342526.125000 Penalty: 4408.275391
	Iteration 42Q: 3 clusters Score -1342526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1342529.125000 Penalty: 4408.275391
	Iteration 43Q: 3 clusters Score -1342529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1342531.000000 Penalty: 4408.275391
	Iteration 44Q: 3 clusters Score -1342531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1342534.875000 Penalty: 4408.275391
	Iteration 45Q: 3 clusters Score -1342535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1342535.875000 Penalty: 4408.275391
	Iteration 46Q: 3 clusters Score -1342536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1342537.875000 Penalty: 4408.275391
	Iteration 47Q: 3 clusters Score -1342538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1342541.875000 Penalty: 4408.275391
	Iteration 48Q: 3 clusters Score -1342542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1342542.625000 Penalty: 4408.275391
	Iteration 49Q: 3 clusters Score -1342543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1342545.000000 Penalty: 4408.275391
	Iteration 50Q: 3 clusters Score -1342545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1342547.000000 Penalty: 4408.275391
	Iteration 51Q: 3 clusters Score -1342547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1342553.000000 Penalty: 4408.275391
	Iteration 52Q: 3 clusters Score -1342553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1342553.375000 Penalty: 4408.275391
	Iteration 53Q: 3 clusters Score -1342553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1342558.250000 Penalty: 4408.275391
	Iteration 54Q: 3 clusters Score -1342558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1342560.875000 Penalty: 4408.275391
	Iteration 55Q: 3 clusters Score -1342561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1342562.375000 Penalty: 4408.275391
	Iteration 56Q: 3 clusters Score -1342562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1342563.625000 Penalty: 4408.275391
	Iteration 57Q: 3 clusters Score -1342564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1342565.875000 Penalty: 4408.275391
	Iteration 58Q: 3 clusters Score -1342566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1342569.875000 Penalty: 4408.275391
	Iteration 59Q: 3 clusters Score -1342570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1342572.375000 Penalty: 4408.275391
	Iteration 60F: 3 clusters Score -1342572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1342573.375000 Penalty: 4408.275391
	Iteration 61Q: 3 clusters Score -1342573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1342572.000000 Penalty: 4408.275391
	Iteration 62Q: 3 clusters Score -1342572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1342572.000000 Penalty: 4408.275391
	Iteration 63F: 3 clusters Score -1342572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -95731.070312 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -95731.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94148.101562 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -94148.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94331.273438 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -94331.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94408.109375 Penalty: 3122.451904
	Iteration 2Q: 3 clusters Score -94408.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94468.656250 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -94468.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -94488.375000 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -94488.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -94492.523438 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -94492.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -94499.992188 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -94499.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -94503.054688 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -94503.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94503.906250 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -94503.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94503.906250 Penalty: 3122.451904
	Iteration 9F: 3 clusters Score -94503.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -474366.218750 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -474366.2 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 1310 members 
Entering Unmasked Estep 
Score: -471308.031250 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -471308 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -471857.625000 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -471857.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -472012.625000 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -472012.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -472110.562500 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -472110.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -472156.000000 Penalty: 3908.503906
	Iteration 4Q: 3 clusters Score -472156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -472187.000000 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -472187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -472208.437500 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -472208.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -472226.000000 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -472226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -472240.343750 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -472240.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -472252.593750 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -472252.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -472260.593750 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -472260.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -472267.812500 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -472267.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -472273.781250 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -472273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -472276.937500 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -472276.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -472279.906250 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -472279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -472283.718750 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -472283.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -472288.187500 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -472288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -472291.968750 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -472292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -472292.812500 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -472292.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -472297.218750 Penalty: 3908.503906
	Iteration 19Q: 3 clusters Score -472297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -472299.125000 Penalty: 3908.503906
	Iteration 20F: 3 clusters Score -472299.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -472302.406250 Penalty: 3908.503906
	Iteration 21Q: 3 clusters Score -472302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -472303.031250 Penalty: 3908.503906
	Iteration 22Q: 3 clusters Score -472303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -472303.031250 Penalty: 3908.503906
	Iteration 23F: 3 clusters Score -472303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -182977.812500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -182977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -180970.359375 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -180970.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -181355.281250 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -181355.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -181546.859375 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -181546.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -181657.531250 Penalty: 3478.902100
	Iteration 3F: 3 clusters Score -181657.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -181749.828125 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -181749.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -181808.531250 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -181808.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -181828.265625 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -181828.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -181848.843750 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -181848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -181868.640625 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -181868.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -181879.437500 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -181879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -181886.171875 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -181886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -181894.718750 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -181894.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -181902.718750 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -181902.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -181922.062500 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -181922.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -181947.812500 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -181947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -181971.640625 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -181971.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -181983.093750 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -181983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -181990.781250 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -181990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -181998.156250 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -181998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -182002.812500 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -182002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -182003.312500 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -182003.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -95289.015625 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -95289.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93754.289062 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -93754.29 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -94025.601562 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -94025.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94155.320312 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -94155.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -94248.789062 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -94248.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -94427.500000 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -94427.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -94574.171875 Penalty: 3156.916504
	Iteration 5F: 3 clusters Score -94574.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -94672.703125 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -94672.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94704.828125 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -94704.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -94731.968750 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -94731.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94761.671875 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -94761.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94795.906250 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -94795.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -94833.562500 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -94833.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -94858.984375 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -94858.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -94860.703125 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -94860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -94860.703125 Penalty: 3156.916504
	Iteration 14F: 3 clusters Score -94860.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -303622.562500 Penalty: 1851.340454
	Iteration 0F: 2 clusters Score -303622.6 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 896 members 
Entering Unmasked Estep 
Score: -301154.906250 Penalty: 3702.680908
	Iteration 0F: 3 clusters Score -301154.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -301517.093750 Penalty: 3702.680908
	Iteration 1F: 3 clusters Score -301517.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -301621.281250 Penalty: 3702.680908
	Iteration 2F: 3 clusters Score -301621.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -301687.781250 Penalty: 3702.680908
	Iteration 3Q: 3 clusters Score -301687.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -301737.187500 Penalty: 3702.680908
	Iteration 4Q: 3 clusters Score -301737.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -301770.437500 Penalty: 3702.680908
	Iteration 5Q: 3 clusters Score -301770.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -301789.562500 Penalty: 3702.680908
	Iteration 6Q: 3 clusters Score -301789.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -301808.812500 Penalty: 3702.680908
	Iteration 7Q: 3 clusters Score -301808.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -301830.750000 Penalty: 3702.680908
	Iteration 8Q: 3 clusters Score -301830.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -301851.500000 Penalty: 3702.680908
	Iteration 9Q: 3 clusters Score -301851.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -301864.437500 Penalty: 3702.680908
	Iteration 10Q: 3 clusters Score -301864.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -301877.000000 Penalty: 3702.680908
	Iteration 11Q: 3 clusters Score -301877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -301882.781250 Penalty: 3702.680908
	Iteration 12Q: 3 clusters Score -301882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -301886.968750 Penalty: 3702.680908
	Iteration 13Q: 3 clusters Score -301887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -301896.375000 Penalty: 3702.680908
	Iteration 14Q: 3 clusters Score -301896.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -301903.468750 Penalty: 3702.680908
	Iteration 15Q: 3 clusters Score -301903.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -301905.437500 Penalty: 3702.680908
	Iteration 16Q: 3 clusters Score -301905.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -301907.875000 Penalty: 3702.680908
	Iteration 17Q: 3 clusters Score -301907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -301911.000000 Penalty: 3702.680908
	Iteration 18Q: 3 clusters Score -301911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -301914.062500 Penalty: 3702.680908
	Iteration 19Q: 3 clusters Score -301914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -301915.406250 Penalty: 3702.680908
	Iteration 20F: 3 clusters Score -301915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -301918.562500 Penalty: 3702.680908
	Iteration 21Q: 3 clusters Score -301918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -301921.531250 Penalty: 3702.680908
	Iteration 22Q: 3 clusters Score -301921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -301923.781250 Penalty: 3702.680908
	Iteration 23Q: 3 clusters Score -301923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -301925.312500 Penalty: 3702.680908
	Iteration 24Q: 3 clusters Score -301925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -301926.593750 Penalty: 3702.680908
	Iteration 25Q: 3 clusters Score -301926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -301927.062500 Penalty: 3702.680908
	Iteration 26Q: 3 clusters Score -301927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -301928.062500 Penalty: 3702.680908
	Iteration 27Q: 3 clusters Score -301928.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -301928.062500 Penalty: 3702.680908
	Iteration 28F: 3 clusters Score -301928.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -756939.750000 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -756939.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -752966.062500 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -752966.1 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -753852.312500 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -753852.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -754042.250000 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -754042.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -754151.187500 Penalty: 4120.132324
	Iteration 3Q: 3 clusters Score -754151.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -754240.562500 Penalty: 4120.132324
	Iteration 4Q: 3 clusters Score -754240.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -754311.750000 Penalty: 4120.132324
	Iteration 5Q: 3 clusters Score -754311.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -754357.375000 Penalty: 4120.132324
	Iteration 6Q: 3 clusters Score -754357.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -754396.562500 Penalty: 4120.132324
	Iteration 7Q: 3 clusters Score -754396.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -754429.250000 Penalty: 4120.132324
	Iteration 8Q: 3 clusters Score -754429.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -754448.875000 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -754448.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -754465.687500 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -754465.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -754482.562500 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -754482.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -754491.312500 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -754491.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -754499.812500 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -754499.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -754509.500000 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -754509.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -754516.187500 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -754516.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -754529.500000 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -754529.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -754542.812500 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -754542.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -754551.875000 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -754551.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -754557.687500 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -754557.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -754564.062500 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -754564.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -754574.812500 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -754574.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -754580.500000 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -754580.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -754587.500000 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -754587.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -754593.125000 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -754593.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -754600.437500 Penalty: 4120.132324
	Iteration 25Q: 3 clusters Score -754600.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -754607.000000 Penalty: 4120.132324
	Iteration 26Q: 3 clusters Score -754607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -754614.750000 Penalty: 4120.132324
	Iteration 27Q: 3 clusters Score -754614.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -754622.625000 Penalty: 4120.132324
	Iteration 28Q: 3 clusters Score -754622.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -754628.562500 Penalty: 4120.132324
	Iteration 29Q: 3 clusters Score -754628.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -754635.562500 Penalty: 4120.132324
	Iteration 30Q: 3 clusters Score -754635.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -754640.875000 Penalty: 4120.132324
	Iteration 31Q: 3 clusters Score -754640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -754643.562500 Penalty: 4120.132324
	Iteration 32Q: 3 clusters Score -754643.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -754650.187500 Penalty: 4120.132324
	Iteration 33Q: 3 clusters Score -754650.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -754659.937500 Penalty: 4120.132324
	Iteration 34Q: 3 clusters Score -754659.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -754668.687500 Penalty: 4120.132324
	Iteration 35Q: 3 clusters Score -754668.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -754678.250000 Penalty: 4120.132324
	Iteration 36Q: 3 clusters Score -754678.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -754691.625000 Penalty: 4120.132324
	Iteration 37Q: 3 clusters Score -754691.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -754701.562500 Penalty: 4120.132324
	Iteration 38Q: 3 clusters Score -754701.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -754710.812500 Penalty: 4120.132324
	Iteration 39Q: 3 clusters Score -754710.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -754722.125000 Penalty: 4120.132324
	Iteration 40F: 3 clusters Score -754722.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -754729.875000 Penalty: 4120.132324
	Iteration 41Q: 3 clusters Score -754729.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -754737.750000 Penalty: 4120.132324
	Iteration 42Q: 3 clusters Score -754737.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -754747.750000 Penalty: 4120.132324
	Iteration 43Q: 3 clusters Score -754747.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -754755.312500 Penalty: 4120.132324
	Iteration 44Q: 3 clusters Score -754755.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -754768.000000 Penalty: 4120.132324
	Iteration 45Q: 3 clusters Score -754768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -754777.937500 Penalty: 4120.132324
	Iteration 46Q: 3 clusters Score -754777.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -754795.187500 Penalty: 4120.132324
	Iteration 47Q: 3 clusters Score -754795.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -754804.812500 Penalty: 4120.132324
	Iteration 48Q: 3 clusters Score -754804.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -754811.500000 Penalty: 4120.132324
	Iteration 49Q: 3 clusters Score -754811.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -754819.250000 Penalty: 4120.132324
	Iteration 50Q: 3 clusters Score -754819.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -754825.312500 Penalty: 4120.132324
	Iteration 51Q: 3 clusters Score -754825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -754830.625000 Penalty: 4120.132324
	Iteration 52Q: 3 clusters Score -754830.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -754839.187500 Penalty: 4120.132324
	Iteration 53Q: 3 clusters Score -754839.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -754844.625000 Penalty: 4120.132324
	Iteration 54Q: 3 clusters Score -754844.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -754849.187500 Penalty: 4120.132324
	Iteration 55Q: 3 clusters Score -754849.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -754858.187500 Penalty: 4120.132324
	Iteration 56Q: 3 clusters Score -754858.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -754873.125000 Penalty: 4120.132324
	Iteration 57Q: 3 clusters Score -754873.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -754888.187500 Penalty: 4120.132324
	Iteration 58Q: 3 clusters Score -754888.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -754907.437500 Penalty: 4120.132324
	Iteration 59Q: 3 clusters Score -754907.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -754919.500000 Penalty: 4120.132324
	Iteration 60F: 3 clusters Score -754919.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -754929.125000 Penalty: 4120.132324
	Iteration 61Q: 3 clusters Score -754929.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -754939.625000 Penalty: 4120.132324
	Iteration 62Q: 3 clusters Score -754939.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -754944.750000 Penalty: 4120.132324
	Iteration 63Q: 3 clusters Score -754944.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -754952.687500 Penalty: 4120.132324
	Iteration 64Q: 3 clusters Score -754952.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -754965.062500 Penalty: 4120.132324
	Iteration 65Q: 3 clusters Score -754965.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -754977.375000 Penalty: 4120.132324
	Iteration 66Q: 3 clusters Score -754977.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -754987.000000 Penalty: 4120.132324
	Iteration 67Q: 3 clusters Score -754987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -754995.062500 Penalty: 4120.132324
	Iteration 68Q: 3 clusters Score -754995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -754998.187500 Penalty: 4120.132324
	Iteration 69Q: 3 clusters Score -754998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -755001.125000 Penalty: 4120.132324
	Iteration 70Q: 3 clusters Score -755001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -755002.687500 Penalty: 4120.132324
	Iteration 71Q: 3 clusters Score -755002.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -755005.562500 Penalty: 4120.132324
	Iteration 72Q: 3 clusters Score -755005.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -755014.250000 Penalty: 4120.132324
	Iteration 73Q: 3 clusters Score -755014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -755022.000000 Penalty: 4120.132324
	Iteration 74Q: 3 clusters Score -755022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -755029.375000 Penalty: 4120.132324
	Iteration 75Q: 3 clusters Score -755029.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -755039.187500 Penalty: 4120.132324
	Iteration 76Q: 3 clusters Score -755039.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -755045.687500 Penalty: 4120.132324
	Iteration 77Q: 3 clusters Score -755045.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -755053.312500 Penalty: 4120.132324
	Iteration 78Q: 3 clusters Score -755053.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -755057.375000 Penalty: 4120.132324
	Iteration 79Q: 3 clusters Score -755057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -755060.562500 Penalty: 4120.132324
	Iteration 80F: 3 clusters Score -755060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -755060.937500 Penalty: 4120.132324
	Iteration 81Q: 3 clusters Score -755060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -755060.937500 Penalty: 4120.132324
	Iteration 82F: 3 clusters Score -755060.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -110666.921875 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -110666.9 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 300 members 
Entering Unmasked Estep 
Score: -109020.914062 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -109020.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -109220.609375 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -109220.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -109310.398438 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -109310.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -109360.804688 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -109360.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -109403.953125 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -109404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -109424.851562 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -109424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -109435.765625 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -109435.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -109443.757812 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -109443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -109451.062500 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -109451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -109456.078125 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -109456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -109459.039062 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -109459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -109467.296875 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -109467.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -109467.296875 Penalty: 3193.917725
	Iteration 12F: 3 clusters Score -109467.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Entering Unmasked Estep 
Score: -7864160.500000 Penalty: 2642.035645
	Iteration 0F: 2 clusters Score -7864160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -7835951.000000 Penalty: 5284.071289
	Iteration 0F: 3 clusters Score -7835951 nChanged 19534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -7846596.000000 Penalty: 5284.071289
	Iteration 1F: 3 clusters Score -7846596 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -7847081.500000 Penalty: 5284.071289
	Iteration 2Q: 3 clusters Score -7847082 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -7847614.500000 Penalty: 5284.071289
	Iteration 3Q: 3 clusters Score -7847614 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -7848297.500000 Penalty: 5284.071289
	Iteration 4Q: 3 clusters Score -7848298 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -7849264.000000 Penalty: 5284.071289
	Iteration 5Q: 3 clusters Score -7849264 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -7850541.000000 Penalty: 5284.071289
	Iteration 6F: 3 clusters Score -7850541 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -7852100.500000 Penalty: 5284.071289
	Iteration 7F: 3 clusters Score -7852100 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -7853873.500000 Penalty: 5284.071289
	Iteration 8F: 3 clusters Score -7853874 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -7855608.500000 Penalty: 5284.071289
	Iteration 9F: 3 clusters Score -7855608 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -7857232.500000 Penalty: 5284.071289
	Iteration 10F: 3 clusters Score -7857232 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -7858502.000000 Penalty: 5284.071289
	Iteration 11Q: 3 clusters Score -7858502 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -7859259.500000 Penalty: 5284.071289
	Iteration 12Q: 3 clusters Score -7859260 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -7859796.000000 Penalty: 5284.071289
	Iteration 13Q: 3 clusters Score -7859796 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -7860170.500000 Penalty: 5284.071289
	Iteration 14Q: 3 clusters Score -7860170 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -7860478.500000 Penalty: 5284.071289
	Iteration 15Q: 3 clusters Score -7860478 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -7860769.000000 Penalty: 5284.071289
	Iteration 16Q: 3 clusters Score -7860769 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -7860998.500000 Penalty: 5284.071289
	Iteration 17Q: 3 clusters Score -7860998 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -7861209.000000 Penalty: 5284.071289
	Iteration 18Q: 3 clusters Score -7861209 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -7861372.000000 Penalty: 5284.071289
	Iteration 19Q: 3 clusters Score -7861372 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -7861538.000000 Penalty: 5284.071289
	Iteration 20F: 3 clusters Score -7861538 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -7861665.500000 Penalty: 5284.071289
	Iteration 21Q: 3 clusters Score -7861666 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -7861765.500000 Penalty: 5284.071289
	Iteration 22Q: 3 clusters Score -7861766 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -7861862.000000 Penalty: 5284.071289
	Iteration 23Q: 3 clusters Score -7861862 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -7861943.500000 Penalty: 5284.071289
	Iteration 24Q: 3 clusters Score -7861944 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -7862044.500000 Penalty: 5284.071289
	Iteration 25Q: 3 clusters Score -7862044 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -7862106.500000 Penalty: 5284.071289
	Iteration 26Q: 3 clusters Score -7862106 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -7862197.000000 Penalty: 5284.071289
	Iteration 27Q: 3 clusters Score -7862197 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -7862287.500000 Penalty: 5284.071289
	Iteration 28Q: 3 clusters Score -7862288 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -7862393.500000 Penalty: 5284.071289
	Iteration 29Q: 3 clusters Score -7862394 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -7862461.000000 Penalty: 5284.071289
	Iteration 30Q: 3 clusters Score -7862461 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -7862531.000000 Penalty: 5284.071289
	Iteration 31Q: 3 clusters Score -7862531 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -7862608.000000 Penalty: 5284.071289
	Iteration 32Q: 3 clusters Score -7862608 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -7862675.500000 Penalty: 5284.071289
	Iteration 33Q: 3 clusters Score -7862676 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -7862741.500000 Penalty: 5284.071289
	Iteration 34Q: 3 clusters Score -7862742 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -7862754.000000 Penalty: 5284.071289
	Iteration 35Q: 3 clusters Score -7862754 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -7862771.500000 Penalty: 5284.071289
	Iteration 36Q: 3 clusters Score -7862772 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -7862817.500000 Penalty: 5284.071289
	Iteration 37Q: 3 clusters Score -7862818 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7862854.000000 Penalty: 5284.071289
	Iteration 38Q: 3 clusters Score -7862854 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7862868.000000 Penalty: 5284.071289
	Iteration 39Q: 3 clusters Score -7862868 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -7862867.000000 Penalty: 5284.071289
	Iteration 40F: 3 clusters Score -7862867 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7862896.500000 Penalty: 5284.071289
	Iteration 41Q: 3 clusters Score -7862896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -7862901.500000 Penalty: 5284.071289
	Iteration 42Q: 3 clusters Score -7862902 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7862925.000000 Penalty: 5284.071289
	Iteration 43Q: 3 clusters Score -7862925 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -7862934.000000 Penalty: 5284.071289
	Iteration 44Q: 3 clusters Score -7862934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7862931.500000 Penalty: 5284.071289
	Iteration 45Q: 3 clusters Score -7862932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7862940.500000 Penalty: 5284.071289
	Iteration 46Q: 3 clusters Score -7862940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -7862950.500000 Penalty: 5284.071289
	Iteration 47Q: 3 clusters Score -7862950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7862938.500000 Penalty: 5284.071289
	Iteration 48Q: 3 clusters Score -7862938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7862950.000000 Penalty: 5284.071289
	Iteration 49Q: 3 clusters Score -7862950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7862959.500000 Penalty: 5284.071289
	Iteration 50Q: 3 clusters Score -7862960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7862970.500000 Penalty: 5284.071289
	Iteration 51Q: 3 clusters Score -7862970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7862981.500000 Penalty: 5284.071289
	Iteration 52Q: 3 clusters Score -7862982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7863002.500000 Penalty: 5284.071289
	Iteration 53Q: 3 clusters Score -7863002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7862987.000000 Penalty: 5284.071289
	Iteration 54Q: 3 clusters Score -7862987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7862990.000000 Penalty: 5284.071289
	Iteration 55Q: 3 clusters Score -7862990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -7862996.500000 Penalty: 5284.071289
	Iteration 56Q: 3 clusters Score -7862996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7862995.500000 Penalty: 5284.071289
	Iteration 57Q: 3 clusters Score -7862996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7862998.000000 Penalty: 5284.071289
	Iteration 58Q: 3 clusters Score -7862998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7863001.000000 Penalty: 5284.071289
	Iteration 59Q: 3 clusters Score -7863001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7862998.500000 Penalty: 5284.071289
	Iteration 60F: 3 clusters Score -7862998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -7863015.500000 Penalty: 5284.071289
	Iteration 61Q: 3 clusters Score -7863016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7863019.000000 Penalty: 5284.071289
	Iteration 62Q: 3 clusters Score -7863019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7863019.500000 Penalty: 5284.071289
	Iteration 63Q: 3 clusters Score -7863020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -7863004.500000 Penalty: 5284.071289
	Iteration 64Q: 3 clusters Score -7863004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7863014.500000 Penalty: 5284.071289
	Iteration 65Q: 3 clusters Score -7863014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7863016.000000 Penalty: 5284.071289
	Iteration 66Q: 3 clusters Score -7863016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7863011.000000 Penalty: 5284.071289
	Iteration 67Q: 3 clusters Score -7863011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7863014.500000 Penalty: 5284.071289
	Iteration 68Q: 3 clusters Score -7863014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7863018.000000 Penalty: 5284.071289
	Iteration 69Q: 3 clusters Score -7863018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7863016.500000 Penalty: 5284.071289
	Iteration 70Q: 3 clusters Score -7863016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7863008.000000 Penalty: 5284.071289
	Iteration 71Q: 3 clusters Score -7863008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -7863007.500000 Penalty: 5284.071289
	Iteration 72Q: 3 clusters Score -7863008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7863008.500000 Penalty: 5284.071289
	Iteration 73Q: 3 clusters Score -7863008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7863015.000000 Penalty: 5284.071289
	Iteration 74Q: 3 clusters Score -7863015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7863019.500000 Penalty: 5284.071289
	Iteration 75Q: 3 clusters Score -7863020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7863013.000000 Penalty: 5284.071289
	Iteration 76Q: 3 clusters Score -7863013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7863023.500000 Penalty: 5284.071289
	Iteration 77Q: 3 clusters Score -7863024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7863023.000000 Penalty: 5284.071289
	Iteration 78Q: 3 clusters Score -7863023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7863020.500000 Penalty: 5284.071289
	Iteration 79Q: 3 clusters Score -7863020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7863017.500000 Penalty: 5284.071289
	Iteration 80F: 3 clusters Score -7863018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7863016.000000 Penalty: 5284.071289
	Iteration 81Q: 3 clusters Score -7863016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7863016.000000 Penalty: 5284.071289
	Iteration 82F: 3 clusters Score -7863016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -42057.414062 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -42057.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40860.835938 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -40860.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40980.109375 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -40980.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40989.558594 Penalty: 2736.656494
	Iteration 2Q: 3 clusters Score -40989.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40991.726562 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -40991.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41000.492188 Penalty: 2736.656494
	Iteration 4Q: 3 clusters Score -41000.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41000.492188 Penalty: 2736.656494
	Iteration 5F: 3 clusters Score -41000.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Entering Unmasked Estep 
Score: -8343376.000000 Penalty: 2656.601807
	Iteration 0F: 2 clusters Score -8343376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -8314353.000000 Penalty: 5313.203613
	Iteration 0F: 3 clusters Score -8314353 nChanged 20757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -8325676.000000 Penalty: 5313.203613
	Iteration 1F: 3 clusters Score -8325676 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -8326375.500000 Penalty: 5313.203613
	Iteration 2Q: 3 clusters Score -8326376 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -8327266.000000 Penalty: 5313.203613
	Iteration 3Q: 3 clusters Score -8327266 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -8328661.500000 Penalty: 5313.203613
	Iteration 4F: 3 clusters Score -8328662 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -8330773.500000 Penalty: 5313.203613
	Iteration 5F: 3 clusters Score -8330774 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -8333627.000000 Penalty: 5313.203613
	Iteration 6F: 3 clusters Score -8333627 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -8336940.500000 Penalty: 5313.203613
	Iteration 7F: 3 clusters Score -8336940 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -8339777.500000 Penalty: 5313.203613
	Iteration 8F: 3 clusters Score -8339778 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -8340920.500000 Penalty: 5313.203613
	Iteration 9Q: 3 clusters Score -8340920 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -8341164.000000 Penalty: 5313.203613
	Iteration 10Q: 3 clusters Score -8341164 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -8341243.000000 Penalty: 5313.203613
	Iteration 11Q: 3 clusters Score -8341243 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -8341279.500000 Penalty: 5313.203613
	Iteration 12Q: 3 clusters Score -8341280 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -8341337.000000 Penalty: 5313.203613
	Iteration 13Q: 3 clusters Score -8341337 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -8341371.000000 Penalty: 5313.203613
	Iteration 14Q: 3 clusters Score -8341371 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -8341387.500000 Penalty: 5313.203613
	Iteration 15Q: 3 clusters Score -8341388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -8341398.000000 Penalty: 5313.203613
	Iteration 16Q: 3 clusters Score -8341398 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -8341410.000000 Penalty: 5313.203613
	Iteration 17Q: 3 clusters Score -8341410 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -8341425.000000 Penalty: 5313.203613
	Iteration 18Q: 3 clusters Score -8341425 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -8341396.000000 Penalty: 5313.203613
	Iteration 19Q: 3 clusters Score -8341396 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -8341380.500000 Penalty: 5313.203613
	Iteration 20F: 3 clusters Score -8341380 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -8341398.500000 Penalty: 5313.203613
	Iteration 21Q: 3 clusters Score -8341398 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -8341422.000000 Penalty: 5313.203613
	Iteration 22Q: 3 clusters Score -8341422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -8341407.500000 Penalty: 5313.203613
	Iteration 23Q: 3 clusters Score -8341408 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -8341380.500000 Penalty: 5313.203613
	Iteration 24Q: 3 clusters Score -8341380 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -8341384.500000 Penalty: 5313.203613
	Iteration 25Q: 3 clusters Score -8341384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -8341387.000000 Penalty: 5313.203613
	Iteration 26Q: 3 clusters Score -8341387 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -8341385.000000 Penalty: 5313.203613
	Iteration 27Q: 3 clusters Score -8341385 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -8341381.000000 Penalty: 5313.203613
	Iteration 28Q: 3 clusters Score -8341381 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -8341364.500000 Penalty: 5313.203613
	Iteration 29Q: 3 clusters Score -8341364 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -8341353.500000 Penalty: 5313.203613
	Iteration 30Q: 3 clusters Score -8341354 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -8341370.500000 Penalty: 5313.203613
	Iteration 31Q: 3 clusters Score -8341370 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -8341344.000000 Penalty: 5313.203613
	Iteration 32Q: 3 clusters Score -8341344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -8341331.000000 Penalty: 5313.203613
	Iteration 33Q: 3 clusters Score -8341331 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -8341339.000000 Penalty: 5313.203613
	Iteration 34Q: 3 clusters Score -8341339 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -8341341.500000 Penalty: 5313.203613
	Iteration 35Q: 3 clusters Score -8341342 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -8341344.500000 Penalty: 5313.203613
	Iteration 36Q: 3 clusters Score -8341344 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -8341346.000000 Penalty: 5313.203613
	Iteration 37Q: 3 clusters Score -8341346 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -8341325.500000 Penalty: 5313.203613
	Iteration 38Q: 3 clusters Score -8341326 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -8341345.500000 Penalty: 5313.203613
	Iteration 39Q: 3 clusters Score -8341346 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -8341339.500000 Penalty: 5313.203613
	Iteration 40F: 3 clusters Score -8341340 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -8341329.500000 Penalty: 5313.203613
	Iteration 41Q: 3 clusters Score -8341330 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -8341349.500000 Penalty: 5313.203613
	Iteration 42Q: 3 clusters Score -8341350 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -8341339.500000 Penalty: 5313.203613
	Iteration 43Q: 3 clusters Score -8341340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -8341339.500000 Penalty: 5313.203613
	Iteration 44Q: 3 clusters Score -8341340 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -8341323.500000 Penalty: 5313.203613
	Iteration 45Q: 3 clusters Score -8341324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -8341329.000000 Penalty: 5313.203613
	Iteration 46Q: 3 clusters Score -8341329 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -8341345.000000 Penalty: 5313.203613
	Iteration 47Q: 3 clusters Score -8341345 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -8341326.500000 Penalty: 5313.203613
	Iteration 48Q: 3 clusters Score -8341326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -8341335.000000 Penalty: 5313.203613
	Iteration 49Q: 3 clusters Score -8341335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -8341336.000000 Penalty: 5313.203613
	Iteration 50Q: 3 clusters Score -8341336 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -8341333.500000 Penalty: 5313.203613
	Iteration 51Q: 3 clusters Score -8341334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -8341319.500000 Penalty: 5313.203613
	Iteration 52Q: 3 clusters Score -8341320 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -8341313.500000 Penalty: 5313.203613
	Iteration 53Q: 3 clusters Score -8341314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -8341311.500000 Penalty: 5313.203613
	Iteration 54Q: 3 clusters Score -8341312 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -8341313.000000 Penalty: 5313.203613
	Iteration 55Q: 3 clusters Score -8341313 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -8341315.000000 Penalty: 5313.203613
	Iteration 56Q: 3 clusters Score -8341315 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -8341309.000000 Penalty: 5313.203613
	Iteration 57Q: 3 clusters Score -8341309 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -8341302.000000 Penalty: 5313.203613
	Iteration 58Q: 3 clusters Score -8341302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -8341305.500000 Penalty: 5313.203613
	Iteration 59Q: 3 clusters Score -8341306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -8341292.500000 Penalty: 5313.203613
	Iteration 60F: 3 clusters Score -8341292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -8341278.500000 Penalty: 5313.203613
	Iteration 61Q: 3 clusters Score -8341278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -8341286.500000 Penalty: 5313.203613
	Iteration 62Q: 3 clusters Score -8341286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -8341278.500000 Penalty: 5313.203613
	Iteration 63Q: 3 clusters Score -8341278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -8341277.000000 Penalty: 5313.203613
	Iteration 64Q: 3 clusters Score -8341277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -8341261.000000 Penalty: 5313.203613
	Iteration 65Q: 3 clusters Score -8341261 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -8341267.500000 Penalty: 5313.203613
	Iteration 66Q: 3 clusters Score -8341268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -8341256.500000 Penalty: 5313.203613
	Iteration 67Q: 3 clusters Score -8341256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -8341244.000000 Penalty: 5313.203613
	Iteration 68Q: 3 clusters Score -8341244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -8341260.500000 Penalty: 5313.203613
	Iteration 69Q: 3 clusters Score -8341260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -8341248.500000 Penalty: 5313.203613
	Iteration 70Q: 3 clusters Score -8341248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -8341246.500000 Penalty: 5313.203613
	Iteration 71Q: 3 clusters Score -8341246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -8341258.000000 Penalty: 5313.203613
	Iteration 72Q: 3 clusters Score -8341258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -8341242.500000 Penalty: 5313.203613
	Iteration 73Q: 3 clusters Score -8341242 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -8341228.500000 Penalty: 5313.203613
	Iteration 74Q: 3 clusters Score -8341228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -8341227.500000 Penalty: 5313.203613
	Iteration 75Q: 3 clusters Score -8341228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -8341226.500000 Penalty: 5313.203613
	Iteration 76Q: 3 clusters Score -8341226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -8341217.500000 Penalty: 5313.203613
	Iteration 77Q: 3 clusters Score -8341218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -8341221.000000 Penalty: 5313.203613
	Iteration 78Q: 3 clusters Score -8341221 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -8341215.500000 Penalty: 5313.203613
	Iteration 79Q: 3 clusters Score -8341216 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -8341186.500000 Penalty: 5313.203613
	Iteration 80F: 3 clusters Score -8341186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -8341191.500000 Penalty: 5313.203613
	Iteration 81Q: 3 clusters Score -8341192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -8341193.500000 Penalty: 5313.203613
	Iteration 82Q: 3 clusters Score -8341194 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -8341177.500000 Penalty: 5313.203613
	Iteration 83Q: 3 clusters Score -8341178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -8341179.500000 Penalty: 5313.203613
	Iteration 84Q: 3 clusters Score -8341180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -8341160.500000 Penalty: 5313.203613
	Iteration 85Q: 3 clusters Score -8341160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -8341162.000000 Penalty: 5313.203613
	Iteration 86Q: 3 clusters Score -8341162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -8341157.500000 Penalty: 5313.203613
	Iteration 87Q: 3 clusters Score -8341158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -8341174.000000 Penalty: 5313.203613
	Iteration 88Q: 3 clusters Score -8341174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -8341159.000000 Penalty: 5313.203613
	Iteration 89Q: 3 clusters Score -8341159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -8341155.000000 Penalty: 5313.203613
	Iteration 90Q: 3 clusters Score -8341155 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -8341147.000000 Penalty: 5313.203613
	Iteration 91Q: 3 clusters Score -8341147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -8341149.000000 Penalty: 5313.203613
	Iteration 92Q: 3 clusters Score -8341149 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -8341162.000000 Penalty: 5313.203613
	Iteration 93Q: 3 clusters Score -8341162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -8341162.000000 Penalty: 5313.203613
	Iteration 94Q: 3 clusters Score -8341162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -8341170.500000 Penalty: 5313.203613
	Iteration 95Q: 3 clusters Score -8341170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -8341151.500000 Penalty: 5313.203613
	Iteration 96Q: 3 clusters Score -8341152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -8341137.500000 Penalty: 5313.203613
	Iteration 97Q: 3 clusters Score -8341138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -8341162.000000 Penalty: 5313.203613
	Iteration 98Q: 3 clusters Score -8341162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -8341155.000000 Penalty: 5313.203613
	Iteration 99Q: 3 clusters Score -8341155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -8341154.000000 Penalty: 5313.203613
	Iteration 100F: 3 clusters Score -8341154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -8341165.500000 Penalty: 5313.203613
	Iteration 101Q: 3 clusters Score -8341166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -8341177.000000 Penalty: 5313.203613
	Iteration 102Q: 3 clusters Score -8341177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -8341183.000000 Penalty: 5313.203613
	Iteration 103Q: 3 clusters Score -8341183 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -8341189.000000 Penalty: 5313.203613
	Iteration 104Q: 3 clusters Score -8341189 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -8341187.000000 Penalty: 5313.203613
	Iteration 105Q: 3 clusters Score -8341187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -8341195.500000 Penalty: 5313.203613
	Iteration 106Q: 3 clusters Score -8341196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -8341194.000000 Penalty: 5313.203613
	Iteration 107Q: 3 clusters Score -8341194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -8341194.000000 Penalty: 5313.203613
	Iteration 108Q: 3 clusters Score -8341194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -8341184.500000 Penalty: 5313.203613
	Iteration 109Q: 3 clusters Score -8341184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -8341189.000000 Penalty: 5313.203613
	Iteration 110Q: 3 clusters Score -8341189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -8341188.000000 Penalty: 5313.203613
	Iteration 111Q: 3 clusters Score -8341188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -8341192.500000 Penalty: 5313.203613
	Iteration 112Q: 3 clusters Score -8341192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -8341183.500000 Penalty: 5313.203613
	Iteration 113Q: 3 clusters Score -8341184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -8341184.500000 Penalty: 5313.203613
	Iteration 114Q: 3 clusters Score -8341184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -8341185.000000 Penalty: 5313.203613
	Iteration 115Q: 3 clusters Score -8341185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -8341185.500000 Penalty: 5313.203613
	Iteration 116Q: 3 clusters Score -8341186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -8341182.000000 Penalty: 5313.203613
	Iteration 117Q: 3 clusters Score -8341182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -8341178.500000 Penalty: 5313.203613
	Iteration 118Q: 3 clusters Score -8341178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -8341182.500000 Penalty: 5313.203613
	Iteration 119Q: 3 clusters Score -8341182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -8341182.000000 Penalty: 5313.203613
	Iteration 120F: 3 clusters Score -8341182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -8341176.000000 Penalty: 5313.203613
	Iteration 121Q: 3 clusters Score -8341176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -8341174.500000 Penalty: 5313.203613
	Iteration 122Q: 3 clusters Score -8341174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -8341182.000000 Penalty: 5313.203613
	Iteration 123Q: 3 clusters Score -8341182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -8341174.500000 Penalty: 5313.203613
	Iteration 124Q: 3 clusters Score -8341174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -8341162.500000 Penalty: 5313.203613
	Iteration 125Q: 3 clusters Score -8341162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -8341165.000000 Penalty: 5313.203613
	Iteration 126Q: 3 clusters Score -8341165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -8341174.000000 Penalty: 5313.203613
	Iteration 127Q: 3 clusters Score -8341174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -8341174.000000 Penalty: 5313.203613
	Iteration 128Q: 3 clusters Score -8341174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -8341181.000000 Penalty: 5313.203613
	Iteration 129Q: 3 clusters Score -8341181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -8341176.000000 Penalty: 5313.203613
	Iteration 130Q: 3 clusters Score -8341176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -8341173.000000 Penalty: 5313.203613
	Iteration 131Q: 3 clusters Score -8341173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -8341168.500000 Penalty: 5313.203613
	Iteration 132Q: 3 clusters Score -8341168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -8341168.000000 Penalty: 5313.203613
	Iteration 133Q: 3 clusters Score -8341168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -8341171.500000 Penalty: 5313.203613
	Iteration 134Q: 3 clusters Score -8341172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -8341165.000000 Penalty: 5313.203613
	Iteration 135Q: 3 clusters Score -8341165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -8341165.000000 Penalty: 5313.203613
	Iteration 136F: 3 clusters Score -8341165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -103548.531250 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -103548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -101828.789062 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -101828.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -102206.062500 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -102206.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102380.335938 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -102380.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -102448.976562 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -102449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -102506.109375 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -102506.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102568.914062 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -102568.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102638.984375 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -102639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102737.562500 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -102737.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102836.789062 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -102836.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102974.593750 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -102974.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -103108.359375 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -103108.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103206.625000 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -103206.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103277.234375 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -103277.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -103311.914062 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -103311.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103331.703125 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -103331.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -103340.421875 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -103340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103353.187500 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -103353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103367.429688 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -103367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103372.117188 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -103372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103388.492188 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -103388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103401.406250 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -103401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103404.468750 Penalty: 3311.208252
	Iteration 21Q: 3 clusters Score -103404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103406.460938 Penalty: 3311.208252
	Iteration 22Q: 3 clusters Score -103406.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103406.460938 Penalty: 3311.208252
	Iteration 23F: 3 clusters Score -103406.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Entering Unmasked Estep 
Score: -7619842.000000 Penalty: 2636.694580
	Iteration 0F: 2 clusters Score -7619842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -7591845.000000 Penalty: 5273.389160
	Iteration 0F: 3 clusters Score -7591845 nChanged 19027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -7602225.500000 Penalty: 5273.389160
	Iteration 1F: 3 clusters Score -7602226 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -7602718.000000 Penalty: 5273.389160
	Iteration 2Q: 3 clusters Score -7602718 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -7603123.500000 Penalty: 5273.389160
	Iteration 3Q: 3 clusters Score -7603124 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -7603467.000000 Penalty: 5273.389160
	Iteration 4Q: 3 clusters Score -7603467 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -7603810.000000 Penalty: 5273.389160
	Iteration 5Q: 3 clusters Score -7603810 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -7604220.500000 Penalty: 5273.389160
	Iteration 6Q: 3 clusters Score -7604220 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -7604717.000000 Penalty: 5273.389160
	Iteration 7Q: 3 clusters Score -7604717 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -7605373.500000 Penalty: 5273.389160
	Iteration 8Q: 3 clusters Score -7605374 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -7606255.000000 Penalty: 5273.389160
	Iteration 9Q: 3 clusters Score -7606255 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -7607589.500000 Penalty: 5273.389160
	Iteration 10F: 3 clusters Score -7607590 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -7609677.500000 Penalty: 5273.389160
	Iteration 11F: 3 clusters Score -7609678 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -7611999.500000 Penalty: 5273.389160
	Iteration 12F: 3 clusters Score -7612000 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -7613617.500000 Penalty: 5273.389160
	Iteration 13F: 3 clusters Score -7613618 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -7614435.000000 Penalty: 5273.389160
	Iteration 14Q: 3 clusters Score -7614435 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -7614927.000000 Penalty: 5273.389160
	Iteration 15Q: 3 clusters Score -7614927 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -7615360.500000 Penalty: 5273.389160
	Iteration 16Q: 3 clusters Score -7615360 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -7615688.000000 Penalty: 5273.389160
	Iteration 17Q: 3 clusters Score -7615688 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -7615999.000000 Penalty: 5273.389160
	Iteration 18Q: 3 clusters Score -7615999 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -7616175.500000 Penalty: 5273.389160
	Iteration 19Q: 3 clusters Score -7616176 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -7616338.500000 Penalty: 5273.389160
	Iteration 20F: 3 clusters Score -7616338 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -7616506.000000 Penalty: 5273.389160
	Iteration 21Q: 3 clusters Score -7616506 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -7616648.000000 Penalty: 5273.389160
	Iteration 22Q: 3 clusters Score -7616648 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -7616731.000000 Penalty: 5273.389160
	Iteration 23Q: 3 clusters Score -7616731 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -7616781.000000 Penalty: 5273.389160
	Iteration 24Q: 3 clusters Score -7616781 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -7616835.000000 Penalty: 5273.389160
	Iteration 25Q: 3 clusters Score -7616835 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -7616897.500000 Penalty: 5273.389160
	Iteration 26Q: 3 clusters Score -7616898 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -7616989.500000 Penalty: 5273.389160
	Iteration 27Q: 3 clusters Score -7616990 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -7617050.500000 Penalty: 5273.389160
	Iteration 28Q: 3 clusters Score -7617050 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -7617107.500000 Penalty: 5273.389160
	Iteration 29Q: 3 clusters Score -7617108 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -7617192.000000 Penalty: 5273.389160
	Iteration 30Q: 3 clusters Score -7617192 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -7617227.500000 Penalty: 5273.389160
	Iteration 31Q: 3 clusters Score -7617228 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -7617246.000000 Penalty: 5273.389160
	Iteration 32Q: 3 clusters Score -7617246 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -7617286.000000 Penalty: 5273.389160
	Iteration 33Q: 3 clusters Score -7617286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -7617320.500000 Penalty: 5273.389160
	Iteration 34Q: 3 clusters Score -7617320 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -7617349.500000 Penalty: 5273.389160
	Iteration 35Q: 3 clusters Score -7617350 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -7617377.000000 Penalty: 5273.389160
	Iteration 36Q: 3 clusters Score -7617377 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -7617394.000000 Penalty: 5273.389160
	Iteration 37Q: 3 clusters Score -7617394 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -7617437.000000 Penalty: 5273.389160
	Iteration 38Q: 3 clusters Score -7617437 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -7617488.000000 Penalty: 5273.389160
	Iteration 39Q: 3 clusters Score -7617488 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -7617523.000000 Penalty: 5273.389160
	Iteration 40F: 3 clusters Score -7617523 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -7617562.000000 Penalty: 5273.389160
	Iteration 41Q: 3 clusters Score -7617562 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -7617565.500000 Penalty: 5273.389160
	Iteration 42Q: 3 clusters Score -7617566 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -7617587.000000 Penalty: 5273.389160
	Iteration 43Q: 3 clusters Score -7617587 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -7617589.500000 Penalty: 5273.389160
	Iteration 44Q: 3 clusters Score -7617590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -7617602.500000 Penalty: 5273.389160
	Iteration 45Q: 3 clusters Score -7617602 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -7617657.500000 Penalty: 5273.389160
	Iteration 46Q: 3 clusters Score -7617658 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -7617650.500000 Penalty: 5273.389160
	Iteration 47Q: 3 clusters Score -7617650 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -7617681.000000 Penalty: 5273.389160
	Iteration 48Q: 3 clusters Score -7617681 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -7617715.000000 Penalty: 5273.389160
	Iteration 49Q: 3 clusters Score -7617715 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -7617718.500000 Penalty: 5273.389160
	Iteration 50Q: 3 clusters Score -7617718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -7617734.000000 Penalty: 5273.389160
	Iteration 51Q: 3 clusters Score -7617734 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -7617731.000000 Penalty: 5273.389160
	Iteration 52Q: 3 clusters Score -7617731 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -7617769.500000 Penalty: 5273.389160
	Iteration 53Q: 3 clusters Score -7617770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -7617768.500000 Penalty: 5273.389160
	Iteration 54Q: 3 clusters Score -7617768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -7617760.000000 Penalty: 5273.389160
	Iteration 55Q: 3 clusters Score -7617760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -7617780.500000 Penalty: 5273.389160
	Iteration 56Q: 3 clusters Score -7617780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -7617814.000000 Penalty: 5273.389160
	Iteration 57Q: 3 clusters Score -7617814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -7617820.000000 Penalty: 5273.389160
	Iteration 58Q: 3 clusters Score -7617820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -7617827.000000 Penalty: 5273.389160
	Iteration 59Q: 3 clusters Score -7617827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -7617834.500000 Penalty: 5273.389160
	Iteration 60F: 3 clusters Score -7617834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -7617839.500000 Penalty: 5273.389160
	Iteration 61Q: 3 clusters Score -7617840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -7617833.500000 Penalty: 5273.389160
	Iteration 62Q: 3 clusters Score -7617834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -7617845.500000 Penalty: 5273.389160
	Iteration 63Q: 3 clusters Score -7617846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -7617856.500000 Penalty: 5273.389160
	Iteration 64Q: 3 clusters Score -7617856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -7617855.500000 Penalty: 5273.389160
	Iteration 65Q: 3 clusters Score -7617856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -7617855.000000 Penalty: 5273.389160
	Iteration 66Q: 3 clusters Score -7617855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -7617855.000000 Penalty: 5273.389160
	Iteration 67Q: 3 clusters Score -7617855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -7617866.000000 Penalty: 5273.389160
	Iteration 68Q: 3 clusters Score -7617866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -7617864.000000 Penalty: 5273.389160
	Iteration 69Q: 3 clusters Score -7617864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -7617865.000000 Penalty: 5273.389160
	Iteration 70Q: 3 clusters Score -7617865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -7617879.500000 Penalty: 5273.389160
	Iteration 71Q: 3 clusters Score -7617880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -7617883.500000 Penalty: 5273.389160
	Iteration 72Q: 3 clusters Score -7617884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -7617882.000000 Penalty: 5273.389160
	Iteration 73Q: 3 clusters Score -7617882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -7617885.000000 Penalty: 5273.389160
	Iteration 74Q: 3 clusters Score -7617885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -7617895.500000 Penalty: 5273.389160
	Iteration 75Q: 3 clusters Score -7617896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -7617894.000000 Penalty: 5273.389160
	Iteration 76Q: 3 clusters Score -7617894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -7617890.000000 Penalty: 5273.389160
	Iteration 77Q: 3 clusters Score -7617890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -7617884.000000 Penalty: 5273.389160
	Iteration 78Q: 3 clusters Score -7617884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -7617885.000000 Penalty: 5273.389160
	Iteration 79Q: 3 clusters Score -7617885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -7617882.500000 Penalty: 5273.389160
	Iteration 80F: 3 clusters Score -7617882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -7617880.500000 Penalty: 5273.389160
	Iteration 81Q: 3 clusters Score -7617880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -7617890.000000 Penalty: 5273.389160
	Iteration 82Q: 3 clusters Score -7617890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -7617895.000000 Penalty: 5273.389160
	Iteration 83Q: 3 clusters Score -7617895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -7617889.000000 Penalty: 5273.389160
	Iteration 84Q: 3 clusters Score -7617889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -7617881.000000 Penalty: 5273.389160
	Iteration 85Q: 3 clusters Score -7617881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -7617875.500000 Penalty: 5273.389160
	Iteration 86Q: 3 clusters Score -7617876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -7617885.000000 Penalty: 5273.389160
	Iteration 87Q: 3 clusters Score -7617885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -7617890.500000 Penalty: 5273.389160
	Iteration 88Q: 3 clusters Score -7617890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -7617901.000000 Penalty: 5273.389160
	Iteration 89Q: 3 clusters Score -7617901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -7617904.500000 Penalty: 5273.389160
	Iteration 90Q: 3 clusters Score -7617904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -7617902.500000 Penalty: 5273.389160
	Iteration 91Q: 3 clusters Score -7617902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -7617908.000000 Penalty: 5273.389160
	Iteration 92Q: 3 clusters Score -7617908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -7617900.500000 Penalty: 5273.389160
	Iteration 93Q: 3 clusters Score -7617900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -7617907.000000 Penalty: 5273.389160
	Iteration 94Q: 3 clusters Score -7617907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -7617907.000000 Penalty: 5273.389160
	Iteration 95Q: 3 clusters Score -7617907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -7617905.500000 Penalty: 5273.389160
	Iteration 96Q: 3 clusters Score -7617906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -7617905.500000 Penalty: 5273.389160
	Iteration 97Q: 3 clusters Score -7617906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -7617910.500000 Penalty: 5273.389160
	Iteration 98Q: 3 clusters Score -7617910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -7617917.000000 Penalty: 5273.389160
	Iteration 99Q: 3 clusters Score -7617917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -7617919.500000 Penalty: 5273.389160
	Iteration 100F: 3 clusters Score -7617920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -7617914.000000 Penalty: 5273.389160
	Iteration 101Q: 3 clusters Score -7617914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -7617908.000000 Penalty: 5273.389160
	Iteration 102Q: 3 clusters Score -7617908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -7617914.000000 Penalty: 5273.389160
	Iteration 103Q: 3 clusters Score -7617914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -7617909.000000 Penalty: 5273.389160
	Iteration 104Q: 3 clusters Score -7617909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -7617906.000000 Penalty: 5273.389160
	Iteration 105Q: 3 clusters Score -7617906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -7617911.000000 Penalty: 5273.389160
	Iteration 106Q: 3 clusters Score -7617911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -7617908.000000 Penalty: 5273.389160
	Iteration 107Q: 3 clusters Score -7617908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -7617922.000000 Penalty: 5273.389160
	Iteration 108Q: 3 clusters Score -7617922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -7617924.500000 Penalty: 5273.389160
	Iteration 109Q: 3 clusters Score -7617924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -7617917.000000 Penalty: 5273.389160
	Iteration 110Q: 3 clusters Score -7617917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -7617926.000000 Penalty: 5273.389160
	Iteration 111Q: 3 clusters Score -7617926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -7617917.000000 Penalty: 5273.389160
	Iteration 112Q: 3 clusters Score -7617917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -7617914.000000 Penalty: 5273.389160
	Iteration 113Q: 3 clusters Score -7617914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -7617908.000000 Penalty: 5273.389160
	Iteration 114Q: 3 clusters Score -7617908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -7617903.500000 Penalty: 5273.389160
	Iteration 115Q: 3 clusters Score -7617904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -7617898.500000 Penalty: 5273.389160
	Iteration 116Q: 3 clusters Score -7617898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -7617903.000000 Penalty: 5273.389160
	Iteration 117Q: 3 clusters Score -7617903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -7617906.000000 Penalty: 5273.389160
	Iteration 118Q: 3 clusters Score -7617906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -7617910.500000 Penalty: 5273.389160
	Iteration 119Q: 3 clusters Score -7617910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -7617917.500000 Penalty: 5273.389160
	Iteration 120F: 3 clusters Score -7617918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -7617916.500000 Penalty: 5273.389160
	Iteration 121Q: 3 clusters Score -7617916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -7617911.000000 Penalty: 5273.389160
	Iteration 122Q: 3 clusters Score -7617911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -7617906.500000 Penalty: 5273.389160
	Iteration 123Q: 3 clusters Score -7617906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -7617909.000000 Penalty: 5273.389160
	Iteration 124Q: 3 clusters Score -7617909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -7617910.000000 Penalty: 5273.389160
	Iteration 125Q: 3 clusters Score -7617910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7617910.500000 Penalty: 5273.389160
	Iteration 126Q: 3 clusters Score -7617910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -7617918.500000 Penalty: 5273.389160
	Iteration 127Q: 3 clusters Score -7617918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -7617916.500000 Penalty: 5273.389160
	Iteration 128Q: 3 clusters Score -7617916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -7617913.000000 Penalty: 5273.389160
	Iteration 129Q: 3 clusters Score -7617913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -7617912.500000 Penalty: 5273.389160
	Iteration 130Q: 3 clusters Score -7617912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -7617912.000000 Penalty: 5273.389160
	Iteration 131Q: 3 clusters Score -7617912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -7617913.000000 Penalty: 5273.389160
	Iteration 132Q: 3 clusters Score -7617913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -7617916.500000 Penalty: 5273.389160
	Iteration 133Q: 3 clusters Score -7617916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -7617913.500000 Penalty: 5273.389160
	Iteration 134Q: 3 clusters Score -7617914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -7617921.000000 Penalty: 5273.389160
	Iteration 135Q: 3 clusters Score -7617921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -7617924.500000 Penalty: 5273.389160
	Iteration 136Q: 3 clusters Score -7617924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -7617921.500000 Penalty: 5273.389160
	Iteration 137Q: 3 clusters Score -7617922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -7617925.000000 Penalty: 5273.389160
	Iteration 138Q: 3 clusters Score -7617925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -7617925.000000 Penalty: 5273.389160
	Iteration 139F: 3 clusters Score -7617925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Entering Unmasked Estep 
Score: -7527329.000000 Penalty: 2633.356201
	Iteration 0F: 2 clusters Score -7527329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -7499693.500000 Penalty: 5266.712402
	Iteration 0F: 3 clusters Score -7499694 nChanged 18694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -7509880.000000 Penalty: 5266.712402
	Iteration 1F: 3 clusters Score -7509880 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -7510301.000000 Penalty: 5266.712402
	Iteration 2Q: 3 clusters Score -7510301 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -7510695.000000 Penalty: 5266.712402
	Iteration 3Q: 3 clusters Score -7510695 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -7511049.000000 Penalty: 5266.712402
	Iteration 4Q: 3 clusters Score -7511049 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -7511469.000000 Penalty: 5266.712402
	Iteration 5Q: 3 clusters Score -7511469 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -7512081.000000 Penalty: 5266.712402
	Iteration 6Q: 3 clusters Score -7512081 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -7513029.500000 Penalty: 5266.712402
	Iteration 7Q: 3 clusters Score -7513030 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -7514572.000000 Penalty: 5266.712402
	Iteration 8F: 3 clusters Score -7514572 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -7516957.500000 Penalty: 5266.712402
	Iteration 9F: 3 clusters Score -7516958 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -7519687.500000 Penalty: 5266.712402
	Iteration 10F: 3 clusters Score -7519688 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7521948.000000 Penalty: 5266.712402
	Iteration 11F: 3 clusters Score -7521948 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7523356.500000 Penalty: 5266.712402
	Iteration 12Q: 3 clusters Score -7523356 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7524172.500000 Penalty: 5266.712402
	Iteration 13Q: 3 clusters Score -7524172 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7524579.500000 Penalty: 5266.712402
	Iteration 14Q: 3 clusters Score -7524580 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7524800.500000 Penalty: 5266.712402
	Iteration 15Q: 3 clusters Score -7524800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7524882.000000 Penalty: 5266.712402
	Iteration 16Q: 3 clusters Score -7524882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7524940.000000 Penalty: 5266.712402
	Iteration 17Q: 3 clusters Score -7524940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7524985.500000 Penalty: 5266.712402
	Iteration 18Q: 3 clusters Score -7524986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7525003.500000 Penalty: 5266.712402
	Iteration 19Q: 3 clusters Score -7525004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7525025.500000 Penalty: 5266.712402
	Iteration 20F: 3 clusters Score -7525026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7525038.500000 Penalty: 5266.712402
	Iteration 21Q: 3 clusters Score -7525038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7525045.000000 Penalty: 5266.712402
	Iteration 22Q: 3 clusters Score -7525045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7525050.000000 Penalty: 5266.712402
	Iteration 23Q: 3 clusters Score -7525050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7525050.000000 Penalty: 5266.712402
	Iteration 24Q: 3 clusters Score -7525050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7525054.000000 Penalty: 5266.712402
	Iteration 25Q: 3 clusters Score -7525054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7525054.000000 Penalty: 5266.712402
	Iteration 26F: 3 clusters Score -7525054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Entering Unmasked Estep 
Score: -8024318.500000 Penalty: 2647.447510
	Iteration 0F: 2 clusters Score -8024318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -7995852.000000 Penalty: 5294.895020
	Iteration 0F: 3 clusters Score -7995852 nChanged 19828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -8006771.500000 Penalty: 5294.895020
	Iteration 1F: 3 clusters Score -8006772 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -8007224.500000 Penalty: 5294.895020
	Iteration 2Q: 3 clusters Score -8007224 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -8007614.000000 Penalty: 5294.895020
	Iteration 3Q: 3 clusters Score -8007614 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -8008064.500000 Penalty: 5294.895020
	Iteration 4Q: 3 clusters Score -8008064 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -8008432.000000 Penalty: 5294.895020
	Iteration 5Q: 3 clusters Score -8008432 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -8008877.000000 Penalty: 5294.895020
	Iteration 6Q: 3 clusters Score -8008877 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -8009494.000000 Penalty: 5294.895020
	Iteration 7Q: 3 clusters Score -8009494 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -8010444.000000 Penalty: 5294.895020
	Iteration 8Q: 3 clusters Score -8010444 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -8011824.000000 Penalty: 5294.895020
	Iteration 9F: 3 clusters Score -8011824 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -8013958.500000 Penalty: 5294.895020
	Iteration 10F: 3 clusters Score -8013958 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -8016677.000000 Penalty: 5294.895020
	Iteration 11F: 3 clusters Score -8016677 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8018918.500000 Penalty: 5294.895020
	Iteration 12F: 3 clusters Score -8018918 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8020547.500000 Penalty: 5294.895020
	Iteration 13Q: 3 clusters Score -8020548 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8021341.500000 Penalty: 5294.895020
	Iteration 14Q: 3 clusters Score -8021342 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8021699.500000 Penalty: 5294.895020
	Iteration 15Q: 3 clusters Score -8021700 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8021842.500000 Penalty: 5294.895020
	Iteration 16Q: 3 clusters Score -8021842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8021922.500000 Penalty: 5294.895020
	Iteration 17Q: 3 clusters Score -8021922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8021954.000000 Penalty: 5294.895020
	Iteration 18Q: 3 clusters Score -8021954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8021983.500000 Penalty: 5294.895020
	Iteration 19Q: 3 clusters Score -8021984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8022012.000000 Penalty: 5294.895020
	Iteration 20F: 3 clusters Score -8022012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8022024.500000 Penalty: 5294.895020
	Iteration 21Q: 3 clusters Score -8022024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8022031.000000 Penalty: 5294.895020
	Iteration 22Q: 3 clusters Score -8022031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8022050.000000 Penalty: 5294.895020
	Iteration 23Q: 3 clusters Score -8022050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8022051.500000 Penalty: 5294.895020
	Iteration 24Q: 3 clusters Score -8022052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8022049.500000 Penalty: 5294.895020
	Iteration 25Q: 3 clusters Score -8022050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8022049.500000 Penalty: 5294.895020
	Iteration 26F: 3 clusters Score -8022050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Entering Unmasked Estep 
Score: -8842946.000000 Penalty: 2670.019775
	Iteration 0F: 2 clusters Score -8842946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -8814203.000000 Penalty: 5340.039551
	Iteration 0F: 3 clusters Score -8814203 nChanged 21844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -8826072.000000 Penalty: 5340.039551
	Iteration 1F: 3 clusters Score -8826072 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -8826583.000000 Penalty: 5340.039551
	Iteration 2Q: 3 clusters Score -8826583 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -8827007.000000 Penalty: 5340.039551
	Iteration 3Q: 3 clusters Score -8827007 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -8827477.000000 Penalty: 5340.039551
	Iteration 4Q: 3 clusters Score -8827477 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -8827970.000000 Penalty: 5340.039551
	Iteration 5Q: 3 clusters Score -8827970 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -8828522.000000 Penalty: 5340.039551
	Iteration 6Q: 3 clusters Score -8828522 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -8829273.000000 Penalty: 5340.039551
	Iteration 7Q: 3 clusters Score -8829273 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -8830410.000000 Penalty: 5340.039551
	Iteration 8Q: 3 clusters Score -8830410 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -8831805.000000 Penalty: 5340.039551
	Iteration 9Q: 3 clusters Score -8831805 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -8833572.000000 Penalty: 5340.039551
	Iteration 10F: 3 clusters Score -8833572 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -8834931.000000 Penalty: 5340.039551
	Iteration 11F: 3 clusters Score -8834931 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -8835635.000000 Penalty: 5340.039551
	Iteration 12Q: 3 clusters Score -8835635 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -8835975.000000 Penalty: 5340.039551
	Iteration 13Q: 3 clusters Score -8835975 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -8836181.000000 Penalty: 5340.039551
	Iteration 14Q: 3 clusters Score -8836181 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -8836410.000000 Penalty: 5340.039551
	Iteration 15Q: 3 clusters Score -8836410 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -8836720.000000 Penalty: 5340.039551
	Iteration 16Q: 3 clusters Score -8836720 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -8837025.000000 Penalty: 5340.039551
	Iteration 17Q: 3 clusters Score -8837025 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -8837371.000000 Penalty: 5340.039551
	Iteration 18Q: 3 clusters Score -8837371 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -8837728.000000 Penalty: 5340.039551
	Iteration 19Q: 3 clusters Score -8837728 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -8838245.000000 Penalty: 5340.039551
	Iteration 20F: 3 clusters Score -8838245 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -8838784.000000 Penalty: 5340.039551
	Iteration 21Q: 3 clusters Score -8838784 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -8839281.000000 Penalty: 5340.039551
	Iteration 22Q: 3 clusters Score -8839281 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -8839770.000000 Penalty: 5340.039551
	Iteration 23Q: 3 clusters Score -8839770 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -8840201.000000 Penalty: 5340.039551
	Iteration 24Q: 3 clusters Score -8840201 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -8840599.000000 Penalty: 5340.039551
	Iteration 25Q: 3 clusters Score -8840599 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -8840900.000000 Penalty: 5340.039551
	Iteration 26Q: 3 clusters Score -8840900 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -8841112.000000 Penalty: 5340.039551
	Iteration 27Q: 3 clusters Score -8841112 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -8841313.000000 Penalty: 5340.039551
	Iteration 28Q: 3 clusters Score -8841313 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -8841489.000000 Penalty: 5340.039551
	Iteration 29Q: 3 clusters Score -8841489 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -8841623.000000 Penalty: 5340.039551
	Iteration 30Q: 3 clusters Score -8841623 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -8841748.000000 Penalty: 5340.039551
	Iteration 31Q: 3 clusters Score -8841748 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -8841849.000000 Penalty: 5340.039551
	Iteration 32Q: 3 clusters Score -8841849 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -8841887.000000 Penalty: 5340.039551
	Iteration 33Q: 3 clusters Score -8841887 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -8841930.000000 Penalty: 5340.039551
	Iteration 34Q: 3 clusters Score -8841930 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -8841963.000000 Penalty: 5340.039551
	Iteration 35Q: 3 clusters Score -8841963 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -8841986.000000 Penalty: 5340.039551
	Iteration 36Q: 3 clusters Score -8841986 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -8841954.000000 Penalty: 5340.039551
	Iteration 37Q: 3 clusters Score -8841954 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -8841935.000000 Penalty: 5340.039551
	Iteration 38Q: 3 clusters Score -8841935 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -8841903.000000 Penalty: 5340.039551
	Iteration 39Q: 3 clusters Score -8841903 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -8841889.000000 Penalty: 5340.039551
	Iteration 40F: 3 clusters Score -8841889 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -8841863.000000 Penalty: 5340.039551
	Iteration 41Q: 3 clusters Score -8841863 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -8841785.000000 Penalty: 5340.039551
	Iteration 42Q: 3 clusters Score -8841785 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -8841682.000000 Penalty: 5340.039551
	Iteration 43Q: 3 clusters Score -8841682 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8841528.000000 Penalty: 5340.039551
	Iteration 44Q: 3 clusters Score -8841528 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -8841377.000000 Penalty: 5340.039551
	Iteration 45Q: 3 clusters Score -8841377 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -8841271.000000 Penalty: 5340.039551
	Iteration 46Q: 3 clusters Score -8841271 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -8841104.000000 Penalty: 5340.039551
	Iteration 47Q: 3 clusters Score -8841104 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8841015.000000 Penalty: 5340.039551
	Iteration 48Q: 3 clusters Score -8841015 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8840978.000000 Penalty: 5340.039551
	Iteration 49Q: 3 clusters Score -8840978 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8840973.000000 Penalty: 5340.039551
	Iteration 50Q: 3 clusters Score -8840973 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8840928.000000 Penalty: 5340.039551
	Iteration 51Q: 3 clusters Score -8840928 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8840892.000000 Penalty: 5340.039551
	Iteration 52Q: 3 clusters Score -8840892 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8840874.000000 Penalty: 5340.039551
	Iteration 53Q: 3 clusters Score -8840874 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8840838.000000 Penalty: 5340.039551
	Iteration 54Q: 3 clusters Score -8840838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8840844.000000 Penalty: 5340.039551
	Iteration 55Q: 3 clusters Score -8840844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8840830.000000 Penalty: 5340.039551
	Iteration 56Q: 3 clusters Score -8840830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8840838.000000 Penalty: 5340.039551
	Iteration 57Q: 3 clusters Score -8840838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8840885.000000 Penalty: 5340.039551
	Iteration 58Q: 3 clusters Score -8840885 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8840880.000000 Penalty: 5340.039551
	Iteration 59Q: 3 clusters Score -8840880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8840893.000000 Penalty: 5340.039551
	Iteration 60F: 3 clusters Score -8840893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8840904.000000 Penalty: 5340.039551
	Iteration 61Q: 3 clusters Score -8840904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8840908.000000 Penalty: 5340.039551
	Iteration 62Q: 3 clusters Score -8840908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8840906.000000 Penalty: 5340.039551
	Iteration 63Q: 3 clusters Score -8840906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8840909.000000 Penalty: 5340.039551
	Iteration 64Q: 3 clusters Score -8840909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8840923.000000 Penalty: 5340.039551
	Iteration 65Q: 3 clusters Score -8840923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8840922.000000 Penalty: 5340.039551
	Iteration 66Q: 3 clusters Score -8840922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8840907.000000 Penalty: 5340.039551
	Iteration 67Q: 3 clusters Score -8840907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8840885.000000 Penalty: 5340.039551
	Iteration 68Q: 3 clusters Score -8840885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8840898.000000 Penalty: 5340.039551
	Iteration 69Q: 3 clusters Score -8840898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8840910.000000 Penalty: 5340.039551
	Iteration 70Q: 3 clusters Score -8840910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8840903.000000 Penalty: 5340.039551
	Iteration 71Q: 3 clusters Score -8840903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8840896.000000 Penalty: 5340.039551
	Iteration 72Q: 3 clusters Score -8840896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8840900.000000 Penalty: 5340.039551
	Iteration 73Q: 3 clusters Score -8840900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8840901.000000 Penalty: 5340.039551
	Iteration 74Q: 3 clusters Score -8840901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8840901.000000 Penalty: 5340.039551
	Iteration 75Q: 3 clusters Score -8840901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8840902.000000 Penalty: 5340.039551
	Iteration 76Q: 3 clusters Score -8840902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8840900.000000 Penalty: 5340.039551
	Iteration 77Q: 3 clusters Score -8840900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8840903.000000 Penalty: 5340.039551
	Iteration 78Q: 3 clusters Score -8840903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8840901.000000 Penalty: 5340.039551
	Iteration 79Q: 3 clusters Score -8840901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8840921.000000 Penalty: 5340.039551
	Iteration 80F: 3 clusters Score -8840921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8840918.000000 Penalty: 5340.039551
	Iteration 81Q: 3 clusters Score -8840918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8840916.000000 Penalty: 5340.039551
	Iteration 82Q: 3 clusters Score -8840916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8840915.000000 Penalty: 5340.039551
	Iteration 83Q: 3 clusters Score -8840915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8840915.000000 Penalty: 5340.039551
	Iteration 84F: 3 clusters Score -8840915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -127269.539062 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -127269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -125502.851562 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -125502.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -125924.992188 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -125925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126066.960938 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -126067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126198.171875 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -126198.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126286.812500 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -126286.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126335.187500 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -126335.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126387.570312 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -126387.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -126424.484375 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -126424.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -126450.414062 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -126450.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126476.453125 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -126476.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126497.921875 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -126497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -126507.195312 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -126507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126517.476562 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -126517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126521.265625 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -126521.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126521.265625 Penalty: 3350.861328
	Iteration 14F: 3 clusters Score -126521.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Entering Unmasked Estep 
Score: -8201476.000000 Penalty: 2653.248291
	Iteration 0F: 2 clusters Score -8201476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -8172436.500000 Penalty: 5306.496582
	Iteration 0F: 3 clusters Score -8172436 nChanged 20211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -8183584.500000 Penalty: 5306.496582
	Iteration 1F: 3 clusters Score -8183584 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -8184045.000000 Penalty: 5306.496582
	Iteration 2Q: 3 clusters Score -8184045 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -8184537.500000 Penalty: 5306.496582
	Iteration 3Q: 3 clusters Score -8184538 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8184979.000000 Penalty: 5306.496582
	Iteration 4Q: 3 clusters Score -8184979 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -8185568.500000 Penalty: 5306.496582
	Iteration 5Q: 3 clusters Score -8185568 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -8186449.500000 Penalty: 5306.496582
	Iteration 6Q: 3 clusters Score -8186450 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -8187594.000000 Penalty: 5306.496582
	Iteration 7Q: 3 clusters Score -8187594 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -8189272.000000 Penalty: 5306.496582
	Iteration 8F: 3 clusters Score -8189272 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -8191369.500000 Penalty: 5306.496582
	Iteration 9F: 3 clusters Score -8191370 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -8193351.500000 Penalty: 5306.496582
	Iteration 10F: 3 clusters Score -8193352 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -8194855.500000 Penalty: 5306.496582
	Iteration 11Q: 3 clusters Score -8194856 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -8195740.500000 Penalty: 5306.496582
	Iteration 12Q: 3 clusters Score -8195740 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -8196213.000000 Penalty: 5306.496582
	Iteration 13Q: 3 clusters Score -8196213 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -8196571.000000 Penalty: 5306.496582
	Iteration 14Q: 3 clusters Score -8196571 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -8196840.500000 Penalty: 5306.496582
	Iteration 15Q: 3 clusters Score -8196840 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -8197065.000000 Penalty: 5306.496582
	Iteration 16Q: 3 clusters Score -8197065 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -8197226.000000 Penalty: 5306.496582
	Iteration 17Q: 3 clusters Score -8197226 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8197399.000000 Penalty: 5306.496582
	Iteration 18Q: 3 clusters Score -8197399 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -8197513.500000 Penalty: 5306.496582
	Iteration 19Q: 3 clusters Score -8197514 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -8197641.000000 Penalty: 5306.496582
	Iteration 20F: 3 clusters Score -8197641 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -8197704.000000 Penalty: 5306.496582
	Iteration 21Q: 3 clusters Score -8197704 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -8197763.500000 Penalty: 5306.496582
	Iteration 22Q: 3 clusters Score -8197764 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -8197865.500000 Penalty: 5306.496582
	Iteration 23Q: 3 clusters Score -8197866 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -8197928.000000 Penalty: 5306.496582
	Iteration 24Q: 3 clusters Score -8197928 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -8197966.500000 Penalty: 5306.496582
	Iteration 25Q: 3 clusters Score -8197966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -8198006.500000 Penalty: 5306.496582
	Iteration 26Q: 3 clusters Score -8198006 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -8198019.000000 Penalty: 5306.496582
	Iteration 27Q: 3 clusters Score -8198019 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -8198062.500000 Penalty: 5306.496582
	Iteration 28Q: 3 clusters Score -8198062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -8198077.000000 Penalty: 5306.496582
	Iteration 29Q: 3 clusters Score -8198077 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -8198085.000000 Penalty: 5306.496582
	Iteration 30Q: 3 clusters Score -8198085 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -8198113.000000 Penalty: 5306.496582
	Iteration 31Q: 3 clusters Score -8198113 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -8198168.500000 Penalty: 5306.496582
	Iteration 32Q: 3 clusters Score -8198168 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -8198189.500000 Penalty: 5306.496582
	Iteration 33Q: 3 clusters Score -8198190 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -8198213.500000 Penalty: 5306.496582
	Iteration 34Q: 3 clusters Score -8198214 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -8198236.000000 Penalty: 5306.496582
	Iteration 35Q: 3 clusters Score -8198236 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -8198271.500000 Penalty: 5306.496582
	Iteration 36Q: 3 clusters Score -8198272 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -8198297.000000 Penalty: 5306.496582
	Iteration 37Q: 3 clusters Score -8198297 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -8198315.500000 Penalty: 5306.496582
	Iteration 38Q: 3 clusters Score -8198316 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -8198322.000000 Penalty: 5306.496582
	Iteration 39Q: 3 clusters Score -8198322 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -8198354.000000 Penalty: 5306.496582
	Iteration 40F: 3 clusters Score -8198354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -8198362.500000 Penalty: 5306.496582
	Iteration 41Q: 3 clusters Score -8198362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -8198360.500000 Penalty: 5306.496582
	Iteration 42Q: 3 clusters Score -8198360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -8198376.500000 Penalty: 5306.496582
	Iteration 43Q: 3 clusters Score -8198376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -8198395.000000 Penalty: 5306.496582
	Iteration 44Q: 3 clusters Score -8198395 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -8198417.500000 Penalty: 5306.496582
	Iteration 45Q: 3 clusters Score -8198418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -8198436.500000 Penalty: 5306.496582
	Iteration 46Q: 3 clusters Score -8198436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -8198452.500000 Penalty: 5306.496582
	Iteration 47Q: 3 clusters Score -8198452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -8198472.000000 Penalty: 5306.496582
	Iteration 48Q: 3 clusters Score -8198472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -8198514.000000 Penalty: 5306.496582
	Iteration 49Q: 3 clusters Score -8198514 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -8198531.500000 Penalty: 5306.496582
	Iteration 50Q: 3 clusters Score -8198532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8198539.500000 Penalty: 5306.496582
	Iteration 51Q: 3 clusters Score -8198540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -8198545.000000 Penalty: 5306.496582
	Iteration 52Q: 3 clusters Score -8198545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -8198559.000000 Penalty: 5306.496582
	Iteration 53Q: 3 clusters Score -8198559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -8198570.500000 Penalty: 5306.496582
	Iteration 54Q: 3 clusters Score -8198570 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -8198584.000000 Penalty: 5306.496582
	Iteration 55Q: 3 clusters Score -8198584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -8198606.000000 Penalty: 5306.496582
	Iteration 56Q: 3 clusters Score -8198606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -8198628.000000 Penalty: 5306.496582
	Iteration 57Q: 3 clusters Score -8198628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -8198628.000000 Penalty: 5306.496582
	Iteration 58Q: 3 clusters Score -8198628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -8198645.500000 Penalty: 5306.496582
	Iteration 59Q: 3 clusters Score -8198646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -8198650.000000 Penalty: 5306.496582
	Iteration 60F: 3 clusters Score -8198650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -8198671.500000 Penalty: 5306.496582
	Iteration 61Q: 3 clusters Score -8198672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -8198684.500000 Penalty: 5306.496582
	Iteration 62Q: 3 clusters Score -8198684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -8198687.500000 Penalty: 5306.496582
	Iteration 63Q: 3 clusters Score -8198688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -8198718.000000 Penalty: 5306.496582
	Iteration 64Q: 3 clusters Score -8198718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -8198750.000000 Penalty: 5306.496582
	Iteration 65Q: 3 clusters Score -8198750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -8198746.000000 Penalty: 5306.496582
	Iteration 66Q: 3 clusters Score -8198746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -8198751.000000 Penalty: 5306.496582
	Iteration 67Q: 3 clusters Score -8198751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -8198770.000000 Penalty: 5306.496582
	Iteration 68Q: 3 clusters Score -8198770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -8198773.500000 Penalty: 5306.496582
	Iteration 69Q: 3 clusters Score -8198774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -8198783.500000 Penalty: 5306.496582
	Iteration 70Q: 3 clusters Score -8198784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -8198792.000000 Penalty: 5306.496582
	Iteration 71Q: 3 clusters Score -8198792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -8198801.000000 Penalty: 5306.496582
	Iteration 72Q: 3 clusters Score -8198801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -8198808.500000 Penalty: 5306.496582
	Iteration 73Q: 3 clusters Score -8198808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -8198829.000000 Penalty: 5306.496582
	Iteration 74Q: 3 clusters Score -8198829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -8198848.000000 Penalty: 5306.496582
	Iteration 75Q: 3 clusters Score -8198848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -8198857.500000 Penalty: 5306.496582
	Iteration 76Q: 3 clusters Score -8198858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -8198873.000000 Penalty: 5306.496582
	Iteration 77Q: 3 clusters Score -8198873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -8198875.500000 Penalty: 5306.496582
	Iteration 78Q: 3 clusters Score -8198876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -8198892.500000 Penalty: 5306.496582
	Iteration 79Q: 3 clusters Score -8198892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -8198907.500000 Penalty: 5306.496582
	Iteration 80F: 3 clusters Score -8198908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -8198928.500000 Penalty: 5306.496582
	Iteration 81Q: 3 clusters Score -8198928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -8198955.500000 Penalty: 5306.496582
	Iteration 82Q: 3 clusters Score -8198956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -8198995.500000 Penalty: 5306.496582
	Iteration 83Q: 3 clusters Score -8198996 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -8199013.500000 Penalty: 5306.496582
	Iteration 84Q: 3 clusters Score -8199014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -8199018.000000 Penalty: 5306.496582
	Iteration 85Q: 3 clusters Score -8199018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -8199037.000000 Penalty: 5306.496582
	Iteration 86Q: 3 clusters Score -8199037 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -8199066.500000 Penalty: 5306.496582
	Iteration 87Q: 3 clusters Score -8199066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8199108.000000 Penalty: 5306.496582
	Iteration 88Q: 3 clusters Score -8199108 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -8199108.500000 Penalty: 5306.496582
	Iteration 89Q: 3 clusters Score -8199108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -8199136.000000 Penalty: 5306.496582
	Iteration 90Q: 3 clusters Score -8199136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -8199168.000000 Penalty: 5306.496582
	Iteration 91Q: 3 clusters Score -8199168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -8199151.000000 Penalty: 5306.496582
	Iteration 92Q: 3 clusters Score -8199151 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -8199159.500000 Penalty: 5306.496582
	Iteration 93Q: 3 clusters Score -8199160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -8199166.000000 Penalty: 5306.496582
	Iteration 94Q: 3 clusters Score -8199166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -8199204.500000 Penalty: 5306.496582
	Iteration 95Q: 3 clusters Score -8199204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8199230.500000 Penalty: 5306.496582
	Iteration 96Q: 3 clusters Score -8199230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -8199274.000000 Penalty: 5306.496582
	Iteration 97Q: 3 clusters Score -8199274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -8199299.500000 Penalty: 5306.496582
	Iteration 98Q: 3 clusters Score -8199300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -8199309.500000 Penalty: 5306.496582
	Iteration 99Q: 3 clusters Score -8199310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -8199333.500000 Penalty: 5306.496582
	Iteration 100F: 3 clusters Score -8199334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8199336.000000 Penalty: 5306.496582
	Iteration 101Q: 3 clusters Score -8199336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -8199349.000000 Penalty: 5306.496582
	Iteration 102Q: 3 clusters Score -8199349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -8199377.000000 Penalty: 5306.496582
	Iteration 103Q: 3 clusters Score -8199377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -8199382.500000 Penalty: 5306.496582
	Iteration 104Q: 3 clusters Score -8199382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -8199394.000000 Penalty: 5306.496582
	Iteration 105Q: 3 clusters Score -8199394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -8199394.000000 Penalty: 5306.496582
	Iteration 106Q: 3 clusters Score -8199394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -8199397.500000 Penalty: 5306.496582
	Iteration 107Q: 3 clusters Score -8199398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -8199396.000000 Penalty: 5306.496582
	Iteration 108Q: 3 clusters Score -8199396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -8199399.500000 Penalty: 5306.496582
	Iteration 109Q: 3 clusters Score -8199400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -8199395.000000 Penalty: 5306.496582
	Iteration 110Q: 3 clusters Score -8199395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -8199403.000000 Penalty: 5306.496582
	Iteration 111Q: 3 clusters Score -8199403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -8199412.000000 Penalty: 5306.496582
	Iteration 112Q: 3 clusters Score -8199412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -8199414.000000 Penalty: 5306.496582
	Iteration 113Q: 3 clusters Score -8199414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -8199429.000000 Penalty: 5306.496582
	Iteration 114Q: 3 clusters Score -8199429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -8199420.000000 Penalty: 5306.496582
	Iteration 115Q: 3 clusters Score -8199420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -8199410.500000 Penalty: 5306.496582
	Iteration 116Q: 3 clusters Score -8199410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -8199417.000000 Penalty: 5306.496582
	Iteration 117Q: 3 clusters Score -8199417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -8199420.000000 Penalty: 5306.496582
	Iteration 118Q: 3 clusters Score -8199420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8199425.500000 Penalty: 5306.496582
	Iteration 119Q: 3 clusters Score -8199426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -8199430.000000 Penalty: 5306.496582
	Iteration 120F: 3 clusters Score -8199430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -8199429.500000 Penalty: 5306.496582
	Iteration 121Q: 3 clusters Score -8199430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -8199431.500000 Penalty: 5306.496582
	Iteration 122Q: 3 clusters Score -8199432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -8199442.500000 Penalty: 5306.496582
	Iteration 123Q: 3 clusters Score -8199442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -8199444.000000 Penalty: 5306.496582
	Iteration 124Q: 3 clusters Score -8199444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -8199433.000000 Penalty: 5306.496582
	Iteration 125Q: 3 clusters Score -8199433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -8199430.500000 Penalty: 5306.496582
	Iteration 126Q: 3 clusters Score -8199430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -8199432.000000 Penalty: 5306.496582
	Iteration 127Q: 3 clusters Score -8199432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8199426.000000 Penalty: 5306.496582
	Iteration 128Q: 3 clusters Score -8199426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8199426.000000 Penalty: 5306.496582
	Iteration 129F: 3 clusters Score -8199426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Entering Unmasked Estep 
Score: -9408955.000000 Penalty: 2684.606201
	Iteration 0F: 2 clusters Score -9408955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -9380460.000000 Penalty: 5369.212402
	Iteration 0F: 3 clusters Score -9380460 nChanged 23281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -9393790.000000 Penalty: 5369.212402
	Iteration 1F: 3 clusters Score -9393790 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -9394712.000000 Penalty: 5369.212402
	Iteration 2F: 3 clusters Score -9394712 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -9395799.000000 Penalty: 5369.212402
	Iteration 3F: 3 clusters Score -9395799 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -9397161.000000 Penalty: 5369.212402
	Iteration 4F: 3 clusters Score -9397161 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -9398755.000000 Penalty: 5369.212402
	Iteration 5F: 3 clusters Score -9398755 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -9400582.000000 Penalty: 5369.212402
	Iteration 6F: 3 clusters Score -9400582 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -9402644.000000 Penalty: 5369.212402
	Iteration 7F: 3 clusters Score -9402644 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -9404780.000000 Penalty: 5369.212402
	Iteration 8F: 3 clusters Score -9404780 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -9406443.000000 Penalty: 5369.212402
	Iteration 9Q: 3 clusters Score -9406443 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -9406948.000000 Penalty: 5369.212402
	Iteration 10Q: 3 clusters Score -9406948 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -9407315.000000 Penalty: 5369.212402
	Iteration 11Q: 3 clusters Score -9407315 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -9407279.000000 Penalty: 5369.212402
	Iteration 12Q: 3 clusters Score -9407279 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -9407092.000000 Penalty: 5369.212402
	Iteration 13Q: 3 clusters Score -9407092 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -9406917.000000 Penalty: 5369.212402
	Iteration 14Q: 3 clusters Score -9406917 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -9406867.000000 Penalty: 5369.212402
	Iteration 15Q: 3 clusters Score -9406867 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -9406875.000000 Penalty: 5369.212402
	Iteration 16Q: 3 clusters Score -9406875 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -9406882.000000 Penalty: 5369.212402
	Iteration 17Q: 3 clusters Score -9406882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -9406890.000000 Penalty: 5369.212402
	Iteration 18Q: 3 clusters Score -9406890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -9406887.000000 Penalty: 5369.212402
	Iteration 19Q: 3 clusters Score -9406887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -9406872.000000 Penalty: 5369.212402
	Iteration 20F: 3 clusters Score -9406872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -9406889.000000 Penalty: 5369.212402
	Iteration 21Q: 3 clusters Score -9406889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -9406873.000000 Penalty: 5369.212402
	Iteration 22Q: 3 clusters Score -9406873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -9406889.000000 Penalty: 5369.212402
	Iteration 23Q: 3 clusters Score -9406889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -9406877.000000 Penalty: 5369.212402
	Iteration 24Q: 3 clusters Score -9406877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -9406883.000000 Penalty: 5369.212402
	Iteration 25Q: 3 clusters Score -9406883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -9406884.000000 Penalty: 5369.212402
	Iteration 26Q: 3 clusters Score -9406884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -9406899.000000 Penalty: 5369.212402
	Iteration 27Q: 3 clusters Score -9406899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -9406903.000000 Penalty: 5369.212402
	Iteration 28Q: 3 clusters Score -9406903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -9406906.000000 Penalty: 5369.212402
	Iteration 29Q: 3 clusters Score -9406906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -9406912.000000 Penalty: 5369.212402
	Iteration 30Q: 3 clusters Score -9406912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -9406915.000000 Penalty: 5369.212402
	Iteration 31Q: 3 clusters Score -9406915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -9406908.000000 Penalty: 5369.212402
	Iteration 32Q: 3 clusters Score -9406908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -9406922.000000 Penalty: 5369.212402
	Iteration 33Q: 3 clusters Score -9406922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -9406914.000000 Penalty: 5369.212402
	Iteration 34Q: 3 clusters Score -9406914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -9406927.000000 Penalty: 5369.212402
	Iteration 35Q: 3 clusters Score -9406927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -9406929.000000 Penalty: 5369.212402
	Iteration 36Q: 3 clusters Score -9406929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -9406939.000000 Penalty: 5369.212402
	Iteration 37Q: 3 clusters Score -9406939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -9406938.000000 Penalty: 5369.212402
	Iteration 38Q: 3 clusters Score -9406938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -9406938.000000 Penalty: 5369.212402
	Iteration 39F: 3 clusters Score -9406938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42697 members 
Mstep: Class 3 contains 41786 members 
Mstep: Class 4 contains 35542 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43944 members 
Mstep: Class 7 contains 44944 members 
Mstep: Class 8 contains 7242 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42335 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 18 contains 44896 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41433 members 
Mstep: Class 21 contains 40879 members 
Mstep: Class 22 contains 43269 members 
Mstep: Class 23 contains 47392 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44293 members 
Mstep: Class 26 contains 50263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681488.000000 Penalty: 85624.171875
Iteration 279Q: 27 clusters Score -1.066815e+08 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42848 members 
Mstep: Class 3 contains 41745 members 
Mstep: Class 4 contains 35540 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44038 members 
Mstep: Class 7 contains 44967 members 
Mstep: Class 8 contains 7230 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 4055 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42261 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44863 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41373 members 
Mstep: Class 21 contains 40901 members 
Mstep: Class 22 contains 43258 members 
Mstep: Class 23 contains 47349 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44309 members 
Mstep: Class 26 contains 50230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106681984.000000 Penalty: 85624.171875
Iteration 280F: 27 clusters Score -1.06682e+08 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42998 members 
Mstep: Class 3 contains 41690 members 
Mstep: Class 4 contains 35534 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44147 members 
Mstep: Class 7 contains 44984 members 
Mstep: Class 8 contains 7226 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4055 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42166 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44856 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41338 members 
Mstep: Class 21 contains 40930 members 
Mstep: Class 22 contains 43265 members 
Mstep: Class 23 contains 47273 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44288 members 
Mstep: Class 26 contains 50216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682200.000000 Penalty: 85624.171875
Iteration 281Q: 27 clusters Score -1.066822e+08 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43147 members 
Mstep: Class 3 contains 41651 members 
Mstep: Class 4 contains 35529 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44270 members 
Mstep: Class 7 contains 44998 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 4055 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42073 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44838 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41308 members 
Mstep: Class 21 contains 40944 members 
Mstep: Class 22 contains 43244 members 
Mstep: Class 23 contains 47193 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44262 members 
Mstep: Class 26 contains 50223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682360.000000 Penalty: 85624.171875
Iteration 282Q: 27 clusters Score -1.066824e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43327 members 
Mstep: Class 3 contains 41634 members 
Mstep: Class 4 contains 35525 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44333 members 
Mstep: Class 7 contains 44996 members 
Mstep: Class 8 contains 7234 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41994 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44815 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41283 members 
Mstep: Class 21 contains 40962 members 
Mstep: Class 22 contains 43230 members 
Mstep: Class 23 contains 47159 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44224 members 
Mstep: Class 26 contains 50197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106682960.000000 Penalty: 85624.171875
Iteration 283Q: 27 clusters Score -1.06683e+08 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43550 members 
Mstep: Class 3 contains 41587 members 
Mstep: Class 4 contains 35503 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44377 members 
Mstep: Class 7 contains 45008 members 
Mstep: Class 8 contains 7224 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41904 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44765 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41252 members 
Mstep: Class 21 contains 40991 members 
Mstep: Class 22 contains 43222 members 
Mstep: Class 23 contains 47139 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44183 members 
Mstep: Class 26 contains 50208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683544.000000 Penalty: 85624.171875
Iteration 284Q: 27 clusters Score -1.066835e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43833 members 
Mstep: Class 3 contains 41570 members 
Mstep: Class 4 contains 35490 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44382 members 
Mstep: Class 7 contains 45013 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41847 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44746 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41185 members 
Mstep: Class 21 contains 40994 members 
Mstep: Class 22 contains 43219 members 
Mstep: Class 23 contains 47093 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44143 members 
Mstep: Class 26 contains 50193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106683872.000000 Penalty: 85624.171875
Iteration 285Q: 27 clusters Score -1.066839e+08 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44124 members 
Mstep: Class 3 contains 41599 members 
Mstep: Class 4 contains 35475 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44294 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41835 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44718 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41139 members 
Mstep: Class 21 contains 40968 members 
Mstep: Class 22 contains 43161 members 
Mstep: Class 23 contains 47064 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44140 members 
Mstep: Class 26 contains 50168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684432.000000 Penalty: 85624.171875
Iteration 286Q: 27 clusters Score -1.066844e+08 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44364 members 
Mstep: Class 3 contains 41662 members 
Mstep: Class 4 contains 35459 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44158 members 
Mstep: Class 7 contains 45051 members 
Mstep: Class 8 contains 7179 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2642 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 4048 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41854 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44667 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41086 members 
Mstep: Class 21 contains 40951 members 
Mstep: Class 22 contains 43131 members 
Mstep: Class 23 contains 47048 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44142 members 
Mstep: Class 26 contains 50163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106684536.000000 Penalty: 85624.171875
Iteration 287Q: 27 clusters Score -1.066845e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44582 members 
Mstep: Class 3 contains 41731 members 
Mstep: Class 4 contains 35460 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44054 members 
Mstep: Class 7 contains 45048 members 
Mstep: Class 8 contains 7175 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 2640 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41885 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44625 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 41027 members 
Mstep: Class 21 contains 40957 members 
Mstep: Class 22 contains 43089 members 
Mstep: Class 23 contains 47018 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44144 members 
Mstep: Class 26 contains 50123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685088.000000 Penalty: 85624.171875
Iteration 288Q: 27 clusters Score -1.066851e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44779 members 
Mstep: Class 3 contains 41801 members 
Mstep: Class 4 contains 35451 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 45045 members 
Mstep: Class 8 contains 7160 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 2640 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 4038 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41829 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44594 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40987 members 
Mstep: Class 21 contains 40952 members 
Mstep: Class 22 contains 43060 members 
Mstep: Class 23 contains 46980 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44151 members 
Mstep: Class 26 contains 50119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685296.000000 Penalty: 85624.171875
Iteration 289Q: 27 clusters Score -1.066853e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44939 members 
Mstep: Class 3 contains 41870 members 
Mstep: Class 4 contains 35450 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43961 members 
Mstep: Class 7 contains 45057 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 2639 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 4028 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41763 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 44572 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40921 members 
Mstep: Class 21 contains 40956 members 
Mstep: Class 22 contains 43046 members 
Mstep: Class 23 contains 46948 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44158 members 
Mstep: Class 26 contains 50158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685584.000000 Penalty: 85624.171875
Iteration 290Q: 27 clusters Score -1.066856e+08 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45048 members 
Mstep: Class 3 contains 41949 members 
Mstep: Class 4 contains 35448 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43876 members 
Mstep: Class 7 contains 45061 members 
Mstep: Class 8 contains 7117 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 2638 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 4024 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41724 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 44542 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40852 members 
Mstep: Class 21 contains 40953 members 
Mstep: Class 22 contains 43007 members 
Mstep: Class 23 contains 46947 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44160 members 
Mstep: Class 26 contains 50256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106685696.000000 Penalty: 85624.171875
Iteration 291Q: 27 clusters Score -1.066857e+08 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45084 members 
Mstep: Class 3 contains 42052 members 
Mstep: Class 4 contains 35446 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43864 members 
Mstep: Class 7 contains 45039 members 
Mstep: Class 8 contains 7107 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 2638 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41650 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 44520 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40796 members 
Mstep: Class 21 contains 40937 members 
Mstep: Class 22 contains 42970 members 
Mstep: Class 23 contains 46952 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44166 members 
Mstep: Class 26 contains 50378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686000.000000 Penalty: 85624.171875
Iteration 292Q: 27 clusters Score -1.06686e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45027 members 
Mstep: Class 3 contains 42148 members 
Mstep: Class 4 contains 35442 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43937 members 
Mstep: Class 7 contains 45035 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 2638 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41572 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44503 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40734 members 
Mstep: Class 21 contains 40924 members 
Mstep: Class 22 contains 42902 members 
Mstep: Class 23 contains 46989 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44166 members 
Mstep: Class 26 contains 50518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686184.000000 Penalty: 85624.171875
Iteration 293Q: 27 clusters Score -1.066862e+08 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44995 members 
Mstep: Class 3 contains 42220 members 
Mstep: Class 4 contains 35438 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44016 members 
Mstep: Class 7 contains 45008 members 
Mstep: Class 8 contains 7066 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 3960 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 41519 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44500 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40659 members 
Mstep: Class 21 contains 40905 members 
Mstep: Class 22 contains 42862 members 
Mstep: Class 23 contains 47032 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44162 members 
Mstep: Class 26 contains 50626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686640.000000 Penalty: 85624.171875
Iteration 294Q: 27 clusters Score -1.066866e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44879 members 
Mstep: Class 3 contains 42310 members 
Mstep: Class 4 contains 35441 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44105 members 
Mstep: Class 7 contains 44993 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1749 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 41458 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44497 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40602 members 
Mstep: Class 21 contains 40897 members 
Mstep: Class 22 contains 42816 members 
Mstep: Class 23 contains 47077 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44154 members 
Mstep: Class 26 contains 50740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106686792.000000 Penalty: 85624.171875
Iteration 295Q: 27 clusters Score -1.066868e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44747 members 
Mstep: Class 3 contains 42373 members 
Mstep: Class 4 contains 35448 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44230 members 
Mstep: Class 7 contains 45005 members 
Mstep: Class 8 contains 7041 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1749 members 
Mstep: Class 14 contains 3915 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 41446 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 44506 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40530 members 
Mstep: Class 21 contains 40884 members 
Mstep: Class 22 contains 42756 members 
Mstep: Class 23 contains 47120 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44145 members 
Mstep: Class 26 contains 50829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687016.000000 Penalty: 85624.171875
Iteration 296Q: 27 clusters Score -1.06687e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44613 members 
Mstep: Class 3 contains 42420 members 
Mstep: Class 4 contains 35448 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44313 members 
Mstep: Class 7 contains 45030 members 
Mstep: Class 8 contains 7025 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1749 members 
Mstep: Class 14 contains 3897 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 41452 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 44528 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40461 members 
Mstep: Class 21 contains 40879 members 
Mstep: Class 22 contains 42699 members 
Mstep: Class 23 contains 47183 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44157 members 
Mstep: Class 26 contains 50875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687280.000000 Penalty: 85624.171875
Iteration 297Q: 27 clusters Score -1.066873e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44475 members 
Mstep: Class 3 contains 42467 members 
Mstep: Class 4 contains 35452 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44467 members 
Mstep: Class 7 contains 45047 members 
Mstep: Class 8 contains 7012 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1750 members 
Mstep: Class 14 contains 3893 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 41462 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 44568 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40390 members 
Mstep: Class 21 contains 40881 members 
Mstep: Class 22 contains 42635 members 
Mstep: Class 23 contains 47224 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44161 members 
Mstep: Class 26 contains 50852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687504.000000 Penalty: 85624.171875
Iteration 298Q: 27 clusters Score -1.066875e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44366 members 
Mstep: Class 3 contains 42486 members 
Mstep: Class 4 contains 35458 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44584 members 
Mstep: Class 7 contains 45065 members 
Mstep: Class 8 contains 6991 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1750 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 41521 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 44580 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40321 members 
Mstep: Class 21 contains 40881 members 
Mstep: Class 22 contains 42547 members 
Mstep: Class 23 contains 47257 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44191 members 
Mstep: Class 26 contains 50842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687712.000000 Penalty: 85624.171875
Iteration 299Q: 27 clusters Score -1.066877e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44355 members 
Mstep: Class 3 contains 42506 members 
Mstep: Class 4 contains 35468 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44655 members 
Mstep: Class 7 contains 45054 members 
Mstep: Class 8 contains 6980 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2609 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1749 members 
Mstep: Class 14 contains 3891 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 41548 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44611 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40235 members 
Mstep: Class 21 contains 40882 members 
Mstep: Class 22 contains 42526 members 
Mstep: Class 23 contains 47279 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44180 members 
Mstep: Class 26 contains 50822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688032.000000 Penalty: 85624.171875
Iteration 300F: 27 clusters Score -1.06688e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44342 members 
Mstep: Class 3 contains 42491 members 
Mstep: Class 4 contains 35470 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44754 members 
Mstep: Class 7 contains 45042 members 
Mstep: Class 8 contains 6969 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 41584 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44640 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40154 members 
Mstep: Class 21 contains 40887 members 
Mstep: Class 22 contains 42508 members 
Mstep: Class 23 contains 47306 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44196 members 
Mstep: Class 26 contains 50765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687992.000000 Penalty: 85624.171875
Iteration 301Q: 27 clusters Score -1.06688e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44306 members 
Mstep: Class 3 contains 42450 members 
Mstep: Class 4 contains 35469 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44826 members 
Mstep: Class 7 contains 45039 members 
Mstep: Class 8 contains 6952 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2604 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 41670 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44651 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40098 members 
Mstep: Class 21 contains 40879 members 
Mstep: Class 22 contains 42520 members 
Mstep: Class 23 contains 47338 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44182 members 
Mstep: Class 26 contains 50731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688488.000000 Penalty: 85624.171875
Iteration 302Q: 27 clusters Score -1.066885e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44265 members 
Mstep: Class 3 contains 42411 members 
Mstep: Class 4 contains 35470 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44856 members 
Mstep: Class 7 contains 45043 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 3879 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 41776 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 44653 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40053 members 
Mstep: Class 21 contains 40881 members 
Mstep: Class 22 contains 42517 members 
Mstep: Class 23 contains 47359 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44179 members 
Mstep: Class 26 contains 50727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688552.000000 Penalty: 85624.171875
Iteration 303Q: 27 clusters Score -1.066886e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 42324 members 
Mstep: Class 4 contains 35472 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44880 members 
Mstep: Class 7 contains 45025 members 
Mstep: Class 8 contains 6917 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2604 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3879 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 41895 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 44670 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 40037 members 
Mstep: Class 21 contains 40874 members 
Mstep: Class 22 contains 42532 members 
Mstep: Class 23 contains 47373 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44170 members 
Mstep: Class 26 contains 50727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688536.000000 Penalty: 85624.171875
Iteration 304Q: 27 clusters Score -1.066885e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44178 members 
Mstep: Class 3 contains 42267 members 
Mstep: Class 4 contains 35476 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44897 members 
Mstep: Class 7 contains 45028 members 
Mstep: Class 8 contains 6911 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2604 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3872 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 41999 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44690 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39999 members 
Mstep: Class 21 contains 40865 members 
Mstep: Class 22 contains 42553 members 
Mstep: Class 23 contains 47388 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44161 members 
Mstep: Class 26 contains 50717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688512.000000 Penalty: 85624.171875
Iteration 305Q: 27 clusters Score -1.066885e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44101 members 
Mstep: Class 3 contains 42214 members 
Mstep: Class 4 contains 35476 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44935 members 
Mstep: Class 7 contains 45026 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2604 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3865 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42119 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44698 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39938 members 
Mstep: Class 21 contains 40852 members 
Mstep: Class 22 contains 42582 members 
Mstep: Class 23 contains 47392 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44162 members 
Mstep: Class 26 contains 50755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688344.000000 Penalty: 85624.171875
Iteration 306Q: 27 clusters Score -1.066883e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44055 members 
Mstep: Class 3 contains 42127 members 
Mstep: Class 4 contains 35476 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45011 members 
Mstep: Class 7 contains 45011 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42248 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44711 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39874 members 
Mstep: Class 21 contains 40840 members 
Mstep: Class 22 contains 42586 members 
Mstep: Class 23 contains 47395 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44163 members 
Mstep: Class 26 contains 50779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688360.000000 Penalty: 85624.171875
Iteration 307Q: 27 clusters Score -1.066884e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44009 members 
Mstep: Class 3 contains 42033 members 
Mstep: Class 4 contains 35485 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45104 members 
Mstep: Class 7 contains 45008 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42356 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44712 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39819 members 
Mstep: Class 21 contains 40837 members 
Mstep: Class 22 contains 42569 members 
Mstep: Class 23 contains 47394 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44160 members 
Mstep: Class 26 contains 50816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688168.000000 Penalty: 85624.171875
Iteration 308Q: 27 clusters Score -1.066882e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44022 members 
Mstep: Class 3 contains 41929 members 
Mstep: Class 4 contains 35493 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45149 members 
Mstep: Class 7 contains 45011 members 
Mstep: Class 8 contains 6836 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42424 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44715 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39763 members 
Mstep: Class 21 contains 40819 members 
Mstep: Class 22 contains 42554 members 
Mstep: Class 23 contains 47383 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44167 members 
Mstep: Class 26 contains 50883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687904.000000 Penalty: 85624.171875
Iteration 309Q: 27 clusters Score -1.066879e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44068 members 
Mstep: Class 3 contains 41815 members 
Mstep: Class 4 contains 35500 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 44985 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3871 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42477 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 44713 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39708 members 
Mstep: Class 21 contains 40808 members 
Mstep: Class 22 contains 42555 members 
Mstep: Class 23 contains 47397 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44173 members 
Mstep: Class 26 contains 50924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687920.000000 Penalty: 85624.171875
Iteration 310Q: 27 clusters Score -1.066879e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44059 members 
Mstep: Class 3 contains 41737 members 
Mstep: Class 4 contains 35502 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45190 members 
Mstep: Class 7 contains 44953 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3868 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42557 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 44703 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39679 members 
Mstep: Class 21 contains 40792 members 
Mstep: Class 22 contains 42550 members 
Mstep: Class 23 contains 47422 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44205 members 
Mstep: Class 26 contains 50964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688048.000000 Penalty: 85624.171875
Iteration 311Q: 27 clusters Score -1.06688e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44087 members 
Mstep: Class 3 contains 41658 members 
Mstep: Class 4 contains 35507 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45220 members 
Mstep: Class 7 contains 44909 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3862 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42616 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 44711 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 40771 members 
Mstep: Class 22 contains 42538 members 
Mstep: Class 23 contains 47445 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44215 members 
Mstep: Class 26 contains 50993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688208.000000 Penalty: 85624.171875
Iteration 312Q: 27 clusters Score -1.066882e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44150 members 
Mstep: Class 3 contains 41607 members 
Mstep: Class 4 contains 35507 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45241 members 
Mstep: Class 7 contains 44887 members 
Mstep: Class 8 contains 6816 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42628 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44717 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39621 members 
Mstep: Class 21 contains 40771 members 
Mstep: Class 22 contains 42508 members 
Mstep: Class 23 contains 47447 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44243 members 
Mstep: Class 26 contains 51009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688328.000000 Penalty: 85624.171875
Iteration 313Q: 27 clusters Score -1.066883e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44189 members 
Mstep: Class 3 contains 41583 members 
Mstep: Class 4 contains 35507 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45258 members 
Mstep: Class 7 contains 44854 members 
Mstep: Class 8 contains 6806 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3848 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42625 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44714 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39580 members 
Mstep: Class 21 contains 40766 members 
Mstep: Class 22 contains 42491 members 
Mstep: Class 23 contains 47461 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44299 members 
Mstep: Class 26 contains 51026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688456.000000 Penalty: 85624.171875
Iteration 314Q: 27 clusters Score -1.066885e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44247 members 
Mstep: Class 3 contains 41547 members 
Mstep: Class 4 contains 35504 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45267 members 
Mstep: Class 7 contains 44842 members 
Mstep: Class 8 contains 6799 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42629 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44719 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39523 members 
Mstep: Class 21 contains 40766 members 
Mstep: Class 22 contains 42468 members 
Mstep: Class 23 contains 47479 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44334 members 
Mstep: Class 26 contains 51039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688552.000000 Penalty: 85624.171875
Iteration 315Q: 27 clusters Score -1.066886e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44301 members 
Mstep: Class 3 contains 41537 members 
Mstep: Class 4 contains 35496 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45256 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 6798 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3836 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42629 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44715 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39469 members 
Mstep: Class 21 contains 40764 members 
Mstep: Class 22 contains 42452 members 
Mstep: Class 23 contains 47507 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44362 members 
Mstep: Class 26 contains 51054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688376.000000 Penalty: 85624.171875
Iteration 316Q: 27 clusters Score -1.066884e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44308 members 
Mstep: Class 3 contains 41525 members 
Mstep: Class 4 contains 35490 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45302 members 
Mstep: Class 7 contains 44843 members 
Mstep: Class 8 contains 6797 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42604 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44700 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39417 members 
Mstep: Class 21 contains 40776 members 
Mstep: Class 22 contains 42442 members 
Mstep: Class 23 contains 47540 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44381 members 
Mstep: Class 26 contains 51054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688408.000000 Penalty: 85624.171875
Iteration 317Q: 27 clusters Score -1.066884e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44291 members 
Mstep: Class 3 contains 41513 members 
Mstep: Class 4 contains 35482 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45342 members 
Mstep: Class 7 contains 44864 members 
Mstep: Class 8 contains 6791 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3810 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42608 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44707 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39378 members 
Mstep: Class 21 contains 40788 members 
Mstep: Class 22 contains 42433 members 
Mstep: Class 23 contains 47543 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44385 members 
Mstep: Class 26 contains 51072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688216.000000 Penalty: 85624.171875
Iteration 318Q: 27 clusters Score -1.066882e+08 nChanged 1057
Entering ConstructFrom: 
Score: -106688216.000000 Penalty: 85624.171875
Entering ConstructFrom: 
Trying to split cluster 1 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -23531.537109 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -23531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22451.474609 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -22451.47 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22675.103516 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -22675.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22760.593750 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -22760.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22832.931641 Penalty: 2845.339844
	Iteration 3F: 3 clusters Score -22832.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22877.677734 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -22877.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22901.673828 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -22901.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22901.673828 Penalty: 2845.339844
	Iteration 6F: 3 clusters Score -22901.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Entering Unmasked Estep 
Score: -8315352.500000 Penalty: 2653.085938
	Iteration 0F: 2 clusters Score -8315352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -8286491.000000 Penalty: 5306.171875
	Iteration 0F: 3 clusters Score -8286491 nChanged 20333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -8297888.000000 Penalty: 5306.171875
	Iteration 1F: 3 clusters Score -8297888 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -8298394.500000 Penalty: 5306.171875
	Iteration 2Q: 3 clusters Score -8298394 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -8298856.000000 Penalty: 5306.171875
	Iteration 3Q: 3 clusters Score -8298856 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -8299389.000000 Penalty: 5306.171875
	Iteration 4Q: 3 clusters Score -8299389 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -8299965.500000 Penalty: 5306.171875
	Iteration 5Q: 3 clusters Score -8299966 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -8300742.000000 Penalty: 5306.171875
	Iteration 6Q: 3 clusters Score -8300742 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -8301642.500000 Penalty: 5306.171875
	Iteration 7Q: 3 clusters Score -8301642 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -8302897.500000 Penalty: 5306.171875
	Iteration 8Q: 3 clusters Score -8302898 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -8304300.500000 Penalty: 5306.171875
	Iteration 9F: 3 clusters Score -8304300 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -8305779.000000 Penalty: 5306.171875
	Iteration 10F: 3 clusters Score -8305779 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -8307134.000000 Penalty: 5306.171875
	Iteration 11Q: 3 clusters Score -8307134 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -8308234.500000 Penalty: 5306.171875
	Iteration 12Q: 3 clusters Score -8308234 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -8309143.500000 Penalty: 5306.171875
	Iteration 13Q: 3 clusters Score -8309144 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -8309758.000000 Penalty: 5306.171875
	Iteration 14Q: 3 clusters Score -8309758 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -8310177.000000 Penalty: 5306.171875
	Iteration 15Q: 3 clusters Score -8310177 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -8310491.000000 Penalty: 5306.171875
	Iteration 16Q: 3 clusters Score -8310491 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -8310823.500000 Penalty: 5306.171875
	Iteration 17Q: 3 clusters Score -8310824 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -8311063.500000 Penalty: 5306.171875
	Iteration 18Q: 3 clusters Score -8311064 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -8311233.500000 Penalty: 5306.171875
	Iteration 19Q: 3 clusters Score -8311234 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -8311355.000000 Penalty: 5306.171875
	Iteration 20F: 3 clusters Score -8311355 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -8311434.000000 Penalty: 5306.171875
	Iteration 21Q: 3 clusters Score -8311434 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -8311512.500000 Penalty: 5306.171875
	Iteration 22Q: 3 clusters Score -8311512 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -8311577.500000 Penalty: 5306.171875
	Iteration 23Q: 3 clusters Score -8311578 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -8311653.500000 Penalty: 5306.171875
	Iteration 24Q: 3 clusters Score -8311654 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -8311711.500000 Penalty: 5306.171875
	Iteration 25Q: 3 clusters Score -8311712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -8311791.500000 Penalty: 5306.171875
	Iteration 26Q: 3 clusters Score -8311792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -8311828.500000 Penalty: 5306.171875
	Iteration 27Q: 3 clusters Score -8311828 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -8311900.000000 Penalty: 5306.171875
	Iteration 28Q: 3 clusters Score -8311900 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -8311953.000000 Penalty: 5306.171875
	Iteration 29Q: 3 clusters Score -8311953 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -8312021.000000 Penalty: 5306.171875
	Iteration 30Q: 3 clusters Score -8312021 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -8312070.500000 Penalty: 5306.171875
	Iteration 31Q: 3 clusters Score -8312070 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -8312121.500000 Penalty: 5306.171875
	Iteration 32Q: 3 clusters Score -8312122 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -8312174.500000 Penalty: 5306.171875
	Iteration 33Q: 3 clusters Score -8312174 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -8312231.000000 Penalty: 5306.171875
	Iteration 34Q: 3 clusters Score -8312231 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -8312267.000000 Penalty: 5306.171875
	Iteration 35Q: 3 clusters Score -8312267 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -8312327.500000 Penalty: 5306.171875
	Iteration 36Q: 3 clusters Score -8312328 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -8312358.500000 Penalty: 5306.171875
	Iteration 37Q: 3 clusters Score -8312358 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -8312431.000000 Penalty: 5306.171875
	Iteration 38Q: 3 clusters Score -8312431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -8312487.000000 Penalty: 5306.171875
	Iteration 39Q: 3 clusters Score -8312487 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -8312533.000000 Penalty: 5306.171875
	Iteration 40F: 3 clusters Score -8312533 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -8312554.000000 Penalty: 5306.171875
	Iteration 41Q: 3 clusters Score -8312554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -8312596.500000 Penalty: 5306.171875
	Iteration 42Q: 3 clusters Score -8312596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -8312641.500000 Penalty: 5306.171875
	Iteration 43Q: 3 clusters Score -8312642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -8312660.000000 Penalty: 5306.171875
	Iteration 44Q: 3 clusters Score -8312660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -8312689.500000 Penalty: 5306.171875
	Iteration 45Q: 3 clusters Score -8312690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -8312708.500000 Penalty: 5306.171875
	Iteration 46Q: 3 clusters Score -8312708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -8312731.000000 Penalty: 5306.171875
	Iteration 47Q: 3 clusters Score -8312731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -8312756.000000 Penalty: 5306.171875
	Iteration 48Q: 3 clusters Score -8312756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -8312766.500000 Penalty: 5306.171875
	Iteration 49Q: 3 clusters Score -8312766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -8312801.500000 Penalty: 5306.171875
	Iteration 50Q: 3 clusters Score -8312802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -8312840.000000 Penalty: 5306.171875
	Iteration 51Q: 3 clusters Score -8312840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -8312861.000000 Penalty: 5306.171875
	Iteration 52Q: 3 clusters Score -8312861 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -8312902.000000 Penalty: 5306.171875
	Iteration 53Q: 3 clusters Score -8312902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -8312937.000000 Penalty: 5306.171875
	Iteration 54Q: 3 clusters Score -8312937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -8312948.000000 Penalty: 5306.171875
	Iteration 55Q: 3 clusters Score -8312948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -8312960.000000 Penalty: 5306.171875
	Iteration 56Q: 3 clusters Score -8312960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -8312986.000000 Penalty: 5306.171875
	Iteration 57Q: 3 clusters Score -8312986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -8313037.000000 Penalty: 5306.171875
	Iteration 58Q: 3 clusters Score -8313037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -8313053.000000 Penalty: 5306.171875
	Iteration 59Q: 3 clusters Score -8313053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -8313089.000000 Penalty: 5306.171875
	Iteration 60F: 3 clusters Score -8313089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -8313136.500000 Penalty: 5306.171875
	Iteration 61Q: 3 clusters Score -8313136 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -8313145.000000 Penalty: 5306.171875
	Iteration 62Q: 3 clusters Score -8313145 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -8313172.000000 Penalty: 5306.171875
	Iteration 63Q: 3 clusters Score -8313172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -8313186.000000 Penalty: 5306.171875
	Iteration 64Q: 3 clusters Score -8313186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -8313195.000000 Penalty: 5306.171875
	Iteration 65Q: 3 clusters Score -8313195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -8313213.500000 Penalty: 5306.171875
	Iteration 66Q: 3 clusters Score -8313214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -8313230.500000 Penalty: 5306.171875
	Iteration 67Q: 3 clusters Score -8313230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -8313257.500000 Penalty: 5306.171875
	Iteration 68Q: 3 clusters Score -8313258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -8313279.500000 Penalty: 5306.171875
	Iteration 69Q: 3 clusters Score -8313280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -8313283.500000 Penalty: 5306.171875
	Iteration 70Q: 3 clusters Score -8313284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -8313294.000000 Penalty: 5306.171875
	Iteration 71Q: 3 clusters Score -8313294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -8313308.500000 Penalty: 5306.171875
	Iteration 72Q: 3 clusters Score -8313308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -8313329.000000 Penalty: 5306.171875
	Iteration 73Q: 3 clusters Score -8313329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -8313357.000000 Penalty: 5306.171875
	Iteration 74Q: 3 clusters Score -8313357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -8313371.500000 Penalty: 5306.171875
	Iteration 75Q: 3 clusters Score -8313372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -8313375.000000 Penalty: 5306.171875
	Iteration 76Q: 3 clusters Score -8313375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -8313376.000000 Penalty: 5306.171875
	Iteration 77Q: 3 clusters Score -8313376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -8313392.500000 Penalty: 5306.171875
	Iteration 78Q: 3 clusters Score -8313392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -8313402.000000 Penalty: 5306.171875
	Iteration 79Q: 3 clusters Score -8313402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8313405.000000 Penalty: 5306.171875
	Iteration 80F: 3 clusters Score -8313405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -8313402.500000 Penalty: 5306.171875
	Iteration 81Q: 3 clusters Score -8313402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -8313397.500000 Penalty: 5306.171875
	Iteration 82Q: 3 clusters Score -8313398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -8313397.000000 Penalty: 5306.171875
	Iteration 83Q: 3 clusters Score -8313397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -8313413.000000 Penalty: 5306.171875
	Iteration 84Q: 3 clusters Score -8313413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -8313438.000000 Penalty: 5306.171875
	Iteration 85Q: 3 clusters Score -8313438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -8313436.000000 Penalty: 5306.171875
	Iteration 86Q: 3 clusters Score -8313436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -8313435.500000 Penalty: 5306.171875
	Iteration 87Q: 3 clusters Score -8313436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8313437.500000 Penalty: 5306.171875
	Iteration 88Q: 3 clusters Score -8313438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -8313439.000000 Penalty: 5306.171875
	Iteration 89Q: 3 clusters Score -8313439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -8313442.000000 Penalty: 5306.171875
	Iteration 90Q: 3 clusters Score -8313442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -8313446.500000 Penalty: 5306.171875
	Iteration 91Q: 3 clusters Score -8313446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -8313454.500000 Penalty: 5306.171875
	Iteration 92Q: 3 clusters Score -8313454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -8313466.000000 Penalty: 5306.171875
	Iteration 93Q: 3 clusters Score -8313466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -8313463.000000 Penalty: 5306.171875
	Iteration 94Q: 3 clusters Score -8313463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -8313469.000000 Penalty: 5306.171875
	Iteration 95Q: 3 clusters Score -8313469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -8313472.500000 Penalty: 5306.171875
	Iteration 96Q: 3 clusters Score -8313472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -8313481.500000 Penalty: 5306.171875
	Iteration 97Q: 3 clusters Score -8313482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -8313485.500000 Penalty: 5306.171875
	Iteration 98Q: 3 clusters Score -8313486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -8313480.000000 Penalty: 5306.171875
	Iteration 99Q: 3 clusters Score -8313480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -8313484.500000 Penalty: 5306.171875
	Iteration 100F: 3 clusters Score -8313484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -8313488.500000 Penalty: 5306.171875
	Iteration 101Q: 3 clusters Score -8313488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -8313491.000000 Penalty: 5306.171875
	Iteration 102Q: 3 clusters Score -8313491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8313490.500000 Penalty: 5306.171875
	Iteration 103Q: 3 clusters Score -8313490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -8313494.500000 Penalty: 5306.171875
	Iteration 104Q: 3 clusters Score -8313494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8313498.500000 Penalty: 5306.171875
	Iteration 105Q: 3 clusters Score -8313498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -8313489.500000 Penalty: 5306.171875
	Iteration 106Q: 3 clusters Score -8313490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -8313490.500000 Penalty: 5306.171875
	Iteration 107Q: 3 clusters Score -8313490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -8313493.500000 Penalty: 5306.171875
	Iteration 108Q: 3 clusters Score -8313494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -8313488.500000 Penalty: 5306.171875
	Iteration 109Q: 3 clusters Score -8313488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -8313492.000000 Penalty: 5306.171875
	Iteration 110Q: 3 clusters Score -8313492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -8313501.000000 Penalty: 5306.171875
	Iteration 111Q: 3 clusters Score -8313501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8313499.000000 Penalty: 5306.171875
	Iteration 112Q: 3 clusters Score -8313499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8313499.000000 Penalty: 5306.171875
	Iteration 113F: 3 clusters Score -8313499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Entering Unmasked Estep 
Score: -7679720.500000 Penalty: 2637.155029
	Iteration 0F: 2 clusters Score -7679720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -7651890.000000 Penalty: 5274.310059
	Iteration 0F: 3 clusters Score -7651890 nChanged 19101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -7662585.500000 Penalty: 5274.310059
	Iteration 1F: 3 clusters Score -7662586 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -7663385.500000 Penalty: 5274.310059
	Iteration 2Q: 3 clusters Score -7663386 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -7664214.500000 Penalty: 5274.310059
	Iteration 3Q: 3 clusters Score -7664214 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -7665114.500000 Penalty: 5274.310059
	Iteration 4Q: 3 clusters Score -7665114 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -7665979.500000 Penalty: 5274.310059
	Iteration 5Q: 3 clusters Score -7665980 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -7667102.500000 Penalty: 5274.310059
	Iteration 6F: 3 clusters Score -7667102 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -7668583.500000 Penalty: 5274.310059
	Iteration 7F: 3 clusters Score -7668584 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -7670468.000000 Penalty: 5274.310059
	Iteration 8F: 3 clusters Score -7670468 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -7672440.500000 Penalty: 5274.310059
	Iteration 9F: 3 clusters Score -7672440 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -7674016.000000 Penalty: 5274.310059
	Iteration 10F: 3 clusters Score -7674016 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -7675065.000000 Penalty: 5274.310059
	Iteration 11Q: 3 clusters Score -7675065 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -7675845.500000 Penalty: 5274.310059
	Iteration 12Q: 3 clusters Score -7675846 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -7676347.000000 Penalty: 5274.310059
	Iteration 13Q: 3 clusters Score -7676347 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -7676645.000000 Penalty: 5274.310059
	Iteration 14Q: 3 clusters Score -7676645 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -7676946.000000 Penalty: 5274.310059
	Iteration 15Q: 3 clusters Score -7676946 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -7677138.000000 Penalty: 5274.310059
	Iteration 16Q: 3 clusters Score -7677138 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -7677350.000000 Penalty: 5274.310059
	Iteration 17Q: 3 clusters Score -7677350 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -7677515.000000 Penalty: 5274.310059
	Iteration 18Q: 3 clusters Score -7677515 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -7677599.500000 Penalty: 5274.310059
	Iteration 19Q: 3 clusters Score -7677600 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -7677689.000000 Penalty: 5274.310059
	Iteration 20F: 3 clusters Score -7677689 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -7677789.500000 Penalty: 5274.310059
	Iteration 21Q: 3 clusters Score -7677790 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -7677876.000000 Penalty: 5274.310059
	Iteration 22Q: 3 clusters Score -7677876 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -7677990.500000 Penalty: 5274.310059
	Iteration 23Q: 3 clusters Score -7677990 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -7678082.500000 Penalty: 5274.310059
	Iteration 24Q: 3 clusters Score -7678082 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -7678149.500000 Penalty: 5274.310059
	Iteration 25Q: 3 clusters Score -7678150 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -7678205.000000 Penalty: 5274.310059
	Iteration 26Q: 3 clusters Score -7678205 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -7678248.500000 Penalty: 5274.310059
	Iteration 27Q: 3 clusters Score -7678248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -7678280.000000 Penalty: 5274.310059
	Iteration 28Q: 3 clusters Score -7678280 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -7678316.500000 Penalty: 5274.310059
	Iteration 29Q: 3 clusters Score -7678316 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -7678332.500000 Penalty: 5274.310059
	Iteration 30Q: 3 clusters Score -7678332 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -7678339.500000 Penalty: 5274.310059
	Iteration 31Q: 3 clusters Score -7678340 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -7678375.000000 Penalty: 5274.310059
	Iteration 32Q: 3 clusters Score -7678375 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -7678381.000000 Penalty: 5274.310059
	Iteration 33Q: 3 clusters Score -7678381 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -7678405.000000 Penalty: 5274.310059
	Iteration 34Q: 3 clusters Score -7678405 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -7678406.000000 Penalty: 5274.310059
	Iteration 35Q: 3 clusters Score -7678406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -7678415.000000 Penalty: 5274.310059
	Iteration 36Q: 3 clusters Score -7678415 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -7678411.500000 Penalty: 5274.310059
	Iteration 37Q: 3 clusters Score -7678412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -7678412.500000 Penalty: 5274.310059
	Iteration 38Q: 3 clusters Score -7678412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -7678438.000000 Penalty: 5274.310059
	Iteration 39Q: 3 clusters Score -7678438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -7678462.500000 Penalty: 5274.310059
	Iteration 40F: 3 clusters Score -7678462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -7678450.000000 Penalty: 5274.310059
	Iteration 41Q: 3 clusters Score -7678450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -7678455.000000 Penalty: 5274.310059
	Iteration 42Q: 3 clusters Score -7678455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -7678450.000000 Penalty: 5274.310059
	Iteration 43Q: 3 clusters Score -7678450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -7678474.000000 Penalty: 5274.310059
	Iteration 44Q: 3 clusters Score -7678474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -7678472.500000 Penalty: 5274.310059
	Iteration 45Q: 3 clusters Score -7678472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -7678477.500000 Penalty: 5274.310059
	Iteration 46Q: 3 clusters Score -7678478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -7678480.500000 Penalty: 5274.310059
	Iteration 47Q: 3 clusters Score -7678480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -7678484.500000 Penalty: 5274.310059
	Iteration 48Q: 3 clusters Score -7678484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -7678481.000000 Penalty: 5274.310059
	Iteration 49Q: 3 clusters Score -7678481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -7678483.500000 Penalty: 5274.310059
	Iteration 50Q: 3 clusters Score -7678484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -7678501.000000 Penalty: 5274.310059
	Iteration 51Q: 3 clusters Score -7678501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -7678491.500000 Penalty: 5274.310059
	Iteration 52Q: 3 clusters Score -7678492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -7678497.000000 Penalty: 5274.310059
	Iteration 53Q: 3 clusters Score -7678497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -7678496.000000 Penalty: 5274.310059
	Iteration 54Q: 3 clusters Score -7678496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -7678492.000000 Penalty: 5274.310059
	Iteration 55Q: 3 clusters Score -7678492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -7678492.000000 Penalty: 5274.310059
	Iteration 56Q: 3 clusters Score -7678492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -7678486.000000 Penalty: 5274.310059
	Iteration 57Q: 3 clusters Score -7678486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -7678487.000000 Penalty: 5274.310059
	Iteration 58Q: 3 clusters Score -7678487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -7678482.500000 Penalty: 5274.310059
	Iteration 59Q: 3 clusters Score -7678482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -7678486.000000 Penalty: 5274.310059
	Iteration 60F: 3 clusters Score -7678486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -7678485.000000 Penalty: 5274.310059
	Iteration 61Q: 3 clusters Score -7678485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7678490.000000 Penalty: 5274.310059
	Iteration 62Q: 3 clusters Score -7678490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -7678483.500000 Penalty: 5274.310059
	Iteration 63Q: 3 clusters Score -7678484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -7678486.000000 Penalty: 5274.310059
	Iteration 64Q: 3 clusters Score -7678486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -7678485.500000 Penalty: 5274.310059
	Iteration 65Q: 3 clusters Score -7678486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -7678481.500000 Penalty: 5274.310059
	Iteration 66Q: 3 clusters Score -7678482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -7678489.500000 Penalty: 5274.310059
	Iteration 67Q: 3 clusters Score -7678490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -7678481.000000 Penalty: 5274.310059
	Iteration 68Q: 3 clusters Score -7678481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -7678474.500000 Penalty: 5274.310059
	Iteration 69Q: 3 clusters Score -7678474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -7678480.500000 Penalty: 5274.310059
	Iteration 70Q: 3 clusters Score -7678480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -7678473.500000 Penalty: 5274.310059
	Iteration 71Q: 3 clusters Score -7678474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -7678473.500000 Penalty: 5274.310059
	Iteration 72Q: 3 clusters Score -7678474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -7678466.000000 Penalty: 5274.310059
	Iteration 73Q: 3 clusters Score -7678466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -7678459.500000 Penalty: 5274.310059
	Iteration 74Q: 3 clusters Score -7678460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -7678453.500000 Penalty: 5274.310059
	Iteration 75Q: 3 clusters Score -7678454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7678448.500000 Penalty: 5274.310059
	Iteration 76Q: 3 clusters Score -7678448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -7678454.500000 Penalty: 5274.310059
	Iteration 77Q: 3 clusters Score -7678454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -7678453.500000 Penalty: 5274.310059
	Iteration 78Q: 3 clusters Score -7678454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -7678458.500000 Penalty: 5274.310059
	Iteration 79Q: 3 clusters Score -7678458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -7678461.500000 Penalty: 5274.310059
	Iteration 80F: 3 clusters Score -7678462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -7678462.000000 Penalty: 5274.310059
	Iteration 81Q: 3 clusters Score -7678462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -7678464.500000 Penalty: 5274.310059
	Iteration 82Q: 3 clusters Score -7678464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -7678464.000000 Penalty: 5274.310059
	Iteration 83Q: 3 clusters Score -7678464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -7678468.000000 Penalty: 5274.310059
	Iteration 84Q: 3 clusters Score -7678468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -7678465.500000 Penalty: 5274.310059
	Iteration 85Q: 3 clusters Score -7678466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -7678468.000000 Penalty: 5274.310059
	Iteration 86Q: 3 clusters Score -7678468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -7678471.500000 Penalty: 5274.310059
	Iteration 87Q: 3 clusters Score -7678472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -7678466.500000 Penalty: 5274.310059
	Iteration 88Q: 3 clusters Score -7678466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -7678466.500000 Penalty: 5274.310059
	Iteration 89Q: 3 clusters Score -7678466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -7678466.500000 Penalty: 5274.310059
	Iteration 90F: 3 clusters Score -7678466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Entering Unmasked Estep 
Score: -6413809.000000 Penalty: 2598.255615
	Iteration 0F: 2 clusters Score -6413809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -6389655.500000 Penalty: 5196.511230
	Iteration 0F: 3 clusters Score -6389656 nChanged 16069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -6398232.000000 Penalty: 5196.511230
	Iteration 1F: 3 clusters Score -6398232 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -6398583.500000 Penalty: 5196.511230
	Iteration 2Q: 3 clusters Score -6398584 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -6398869.000000 Penalty: 5196.511230
	Iteration 3Q: 3 clusters Score -6398869 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -6399188.000000 Penalty: 5196.511230
	Iteration 4Q: 3 clusters Score -6399188 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -6399505.500000 Penalty: 5196.511230
	Iteration 5Q: 3 clusters Score -6399506 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -6399996.000000 Penalty: 5196.511230
	Iteration 6Q: 3 clusters Score -6399996 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -6400582.500000 Penalty: 5196.511230
	Iteration 7Q: 3 clusters Score -6400582 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -6401567.500000 Penalty: 5196.511230
	Iteration 8F: 3 clusters Score -6401568 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -6403130.000000 Penalty: 5196.511230
	Iteration 9F: 3 clusters Score -6403130 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -6405385.000000 Penalty: 5196.511230
	Iteration 10F: 3 clusters Score -6405385 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -6407779.000000 Penalty: 5196.511230
	Iteration 11F: 3 clusters Score -6407779 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -6409664.000000 Penalty: 5196.511230
	Iteration 12F: 3 clusters Score -6409664 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -6410686.000000 Penalty: 5196.511230
	Iteration 13Q: 3 clusters Score -6410686 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -6411095.500000 Penalty: 5196.511230
	Iteration 14Q: 3 clusters Score -6411096 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -6411304.500000 Penalty: 5196.511230
	Iteration 15Q: 3 clusters Score -6411304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -6411404.500000 Penalty: 5196.511230
	Iteration 16Q: 3 clusters Score -6411404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -6411440.500000 Penalty: 5196.511230
	Iteration 17Q: 3 clusters Score -6411440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -6411506.000000 Penalty: 5196.511230
	Iteration 18Q: 3 clusters Score -6411506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -6411534.500000 Penalty: 5196.511230
	Iteration 19Q: 3 clusters Score -6411534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -6411554.000000 Penalty: 5196.511230
	Iteration 20F: 3 clusters Score -6411554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -6411567.500000 Penalty: 5196.511230
	Iteration 21Q: 3 clusters Score -6411568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -6411579.500000 Penalty: 5196.511230
	Iteration 22Q: 3 clusters Score -6411580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -6411579.500000 Penalty: 5196.511230
	Iteration 23Q: 3 clusters Score -6411580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -6411591.000000 Penalty: 5196.511230
	Iteration 24Q: 3 clusters Score -6411591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -6411599.000000 Penalty: 5196.511230
	Iteration 25Q: 3 clusters Score -6411599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -6411606.500000 Penalty: 5196.511230
	Iteration 26Q: 3 clusters Score -6411606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -6411618.000000 Penalty: 5196.511230
	Iteration 27Q: 3 clusters Score -6411618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -6411635.500000 Penalty: 5196.511230
	Iteration 28Q: 3 clusters Score -6411636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -6411633.000000 Penalty: 5196.511230
	Iteration 29Q: 3 clusters Score -6411633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -6411636.500000 Penalty: 5196.511230
	Iteration 30Q: 3 clusters Score -6411636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -6411646.000000 Penalty: 5196.511230
	Iteration 31Q: 3 clusters Score -6411646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -6411649.500000 Penalty: 5196.511230
	Iteration 32Q: 3 clusters Score -6411650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -6411649.000000 Penalty: 5196.511230
	Iteration 33Q: 3 clusters Score -6411649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -6411653.000000 Penalty: 5196.511230
	Iteration 34Q: 3 clusters Score -6411653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -6411655.500000 Penalty: 5196.511230
	Iteration 35Q: 3 clusters Score -6411656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -6411658.500000 Penalty: 5196.511230
	Iteration 36Q: 3 clusters Score -6411658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -6411658.500000 Penalty: 5196.511230
	Iteration 37F: 3 clusters Score -6411658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -48712.707031 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -48712.71 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 232 members 
Entering Unmasked Estep 
Score: -47339.246094 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -47339.25 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47800.199219 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -47800.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47988.414062 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -47988.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48121.578125 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -48121.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48217.855469 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -48217.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48240.972656 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -48240.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48251.367188 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -48251.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48253.660156 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -48253.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48253.660156 Penalty: 3029.083252
	Iteration 8F: 3 clusters Score -48253.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Entering Unmasked Estep 
Score: -8514434.000000 Penalty: 2659.206543
	Iteration 0F: 2 clusters Score -8514434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -8485846.000000 Penalty: 5318.413086
	Iteration 0F: 3 clusters Score -8485846 nChanged 20839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -8497344.000000 Penalty: 5318.413086
	Iteration 1F: 3 clusters Score -8497344 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8497771.000000 Penalty: 5318.413086
	Iteration 2Q: 3 clusters Score -8497771 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -8498251.000000 Penalty: 5318.413086
	Iteration 3Q: 3 clusters Score -8498251 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -8498694.000000 Penalty: 5318.413086
	Iteration 4Q: 3 clusters Score -8498694 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -8499140.000000 Penalty: 5318.413086
	Iteration 5Q: 3 clusters Score -8499140 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -8499699.000000 Penalty: 5318.413086
	Iteration 6Q: 3 clusters Score -8499699 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -8500433.000000 Penalty: 5318.413086
	Iteration 7Q: 3 clusters Score -8500433 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -8501347.000000 Penalty: 5318.413086
	Iteration 8Q: 3 clusters Score -8501347 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -8502311.000000 Penalty: 5318.413086
	Iteration 9Q: 3 clusters Score -8502311 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -8503417.000000 Penalty: 5318.413086
	Iteration 10Q: 3 clusters Score -8503417 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -8504634.000000 Penalty: 5318.413086
	Iteration 11Q: 3 clusters Score -8504634 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -8505969.000000 Penalty: 5318.413086
	Iteration 12Q: 3 clusters Score -8505969 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -8507264.000000 Penalty: 5318.413086
	Iteration 13Q: 3 clusters Score -8507264 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -8508366.000000 Penalty: 5318.413086
	Iteration 14Q: 3 clusters Score -8508366 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -8509209.000000 Penalty: 5318.413086
	Iteration 15Q: 3 clusters Score -8509209 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -8509792.000000 Penalty: 5318.413086
	Iteration 16Q: 3 clusters Score -8509792 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -8510165.000000 Penalty: 5318.413086
	Iteration 17Q: 3 clusters Score -8510165 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -8510432.000000 Penalty: 5318.413086
	Iteration 18Q: 3 clusters Score -8510432 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -8510735.000000 Penalty: 5318.413086
	Iteration 19Q: 3 clusters Score -8510735 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -8510945.000000 Penalty: 5318.413086
	Iteration 20F: 3 clusters Score -8510945 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -8511144.000000 Penalty: 5318.413086
	Iteration 21Q: 3 clusters Score -8511144 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -8511325.000000 Penalty: 5318.413086
	Iteration 22Q: 3 clusters Score -8511325 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -8511501.000000 Penalty: 5318.413086
	Iteration 23Q: 3 clusters Score -8511501 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -8511695.000000 Penalty: 5318.413086
	Iteration 24Q: 3 clusters Score -8511695 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -8511943.000000 Penalty: 5318.413086
	Iteration 25Q: 3 clusters Score -8511943 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8512129.000000 Penalty: 5318.413086
	Iteration 26Q: 3 clusters Score -8512129 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -8512281.000000 Penalty: 5318.413086
	Iteration 27Q: 3 clusters Score -8512281 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -8512359.000000 Penalty: 5318.413086
	Iteration 28Q: 3 clusters Score -8512359 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -8512431.000000 Penalty: 5318.413086
	Iteration 29Q: 3 clusters Score -8512431 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -8512505.000000 Penalty: 5318.413086
	Iteration 30Q: 3 clusters Score -8512505 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -8512552.000000 Penalty: 5318.413086
	Iteration 31Q: 3 clusters Score -8512552 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -8512567.000000 Penalty: 5318.413086
	Iteration 32Q: 3 clusters Score -8512567 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -8512580.000000 Penalty: 5318.413086
	Iteration 33Q: 3 clusters Score -8512580 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -8512627.000000 Penalty: 5318.413086
	Iteration 34Q: 3 clusters Score -8512627 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -8512655.000000 Penalty: 5318.413086
	Iteration 35Q: 3 clusters Score -8512655 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8512663.000000 Penalty: 5318.413086
	Iteration 36Q: 3 clusters Score -8512663 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -8512679.000000 Penalty: 5318.413086
	Iteration 37Q: 3 clusters Score -8512679 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -8512698.000000 Penalty: 5318.413086
	Iteration 38Q: 3 clusters Score -8512698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -8512698.000000 Penalty: 5318.413086
	Iteration 39Q: 3 clusters Score -8512698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -8512721.000000 Penalty: 5318.413086
	Iteration 40F: 3 clusters Score -8512721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -8512727.000000 Penalty: 5318.413086
	Iteration 41Q: 3 clusters Score -8512727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -8512721.000000 Penalty: 5318.413086
	Iteration 42Q: 3 clusters Score -8512721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -8512680.000000 Penalty: 5318.413086
	Iteration 43Q: 3 clusters Score -8512680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -8512678.000000 Penalty: 5318.413086
	Iteration 44Q: 3 clusters Score -8512678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -8512671.000000 Penalty: 5318.413086
	Iteration 45Q: 3 clusters Score -8512671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8512676.000000 Penalty: 5318.413086
	Iteration 46Q: 3 clusters Score -8512676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -8512683.000000 Penalty: 5318.413086
	Iteration 47Q: 3 clusters Score -8512683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -8512682.000000 Penalty: 5318.413086
	Iteration 48Q: 3 clusters Score -8512682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -8512683.000000 Penalty: 5318.413086
	Iteration 49Q: 3 clusters Score -8512683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -8512682.000000 Penalty: 5318.413086
	Iteration 50Q: 3 clusters Score -8512682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -8512673.000000 Penalty: 5318.413086
	Iteration 51Q: 3 clusters Score -8512673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8512672.000000 Penalty: 5318.413086
	Iteration 52Q: 3 clusters Score -8512672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8512673.000000 Penalty: 5318.413086
	Iteration 53Q: 3 clusters Score -8512673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8512669.000000 Penalty: 5318.413086
	Iteration 54Q: 3 clusters Score -8512669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8512661.000000 Penalty: 5318.413086
	Iteration 55Q: 3 clusters Score -8512661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8512662.000000 Penalty: 5318.413086
	Iteration 56Q: 3 clusters Score -8512662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8512662.000000 Penalty: 5318.413086
	Iteration 57Q: 3 clusters Score -8512662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8512663.000000 Penalty: 5318.413086
	Iteration 58Q: 3 clusters Score -8512663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8512663.000000 Penalty: 5318.413086
	Iteration 59F: 3 clusters Score -8512663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Entering Unmasked Estep 
Score: -8326684.000000 Penalty: 2656.513184
	Iteration 0F: 2 clusters Score -8326684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -8297618.000000 Penalty: 5313.026367
	Iteration 0F: 3 clusters Score -8297618 nChanged 20611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -8309247.000000 Penalty: 5313.026367
	Iteration 1F: 3 clusters Score -8309247 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -8310166.000000 Penalty: 5313.026367
	Iteration 2Q: 3 clusters Score -8310166 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -8311203.500000 Penalty: 5313.026367
	Iteration 3F: 3 clusters Score -8311204 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8312522.000000 Penalty: 5313.026367
	Iteration 4F: 3 clusters Score -8312522 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -8314152.000000 Penalty: 5313.026367
	Iteration 5F: 3 clusters Score -8314152 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -8316260.500000 Penalty: 5313.026367
	Iteration 6F: 3 clusters Score -8316260 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -8318806.500000 Penalty: 5313.026367
	Iteration 7F: 3 clusters Score -8318806 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -8321027.000000 Penalty: 5313.026367
	Iteration 8F: 3 clusters Score -8321027 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -8322111.000000 Penalty: 5313.026367
	Iteration 9Q: 3 clusters Score -8322111 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8322487.500000 Penalty: 5313.026367
	Iteration 10Q: 3 clusters Score -8322488 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -8322655.500000 Penalty: 5313.026367
	Iteration 11Q: 3 clusters Score -8322656 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -8322783.500000 Penalty: 5313.026367
	Iteration 12Q: 3 clusters Score -8322784 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -8322863.000000 Penalty: 5313.026367
	Iteration 13Q: 3 clusters Score -8322863 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -8322985.000000 Penalty: 5313.026367
	Iteration 14Q: 3 clusters Score -8322985 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -8323057.500000 Penalty: 5313.026367
	Iteration 15Q: 3 clusters Score -8323058 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -8323100.500000 Penalty: 5313.026367
	Iteration 16Q: 3 clusters Score -8323100 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -8323194.500000 Penalty: 5313.026367
	Iteration 17Q: 3 clusters Score -8323194 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -8323209.500000 Penalty: 5313.026367
	Iteration 18Q: 3 clusters Score -8323210 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -8323243.500000 Penalty: 5313.026367
	Iteration 19Q: 3 clusters Score -8323244 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -8323288.000000 Penalty: 5313.026367
	Iteration 20F: 3 clusters Score -8323288 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -8323328.000000 Penalty: 5313.026367
	Iteration 21Q: 3 clusters Score -8323328 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -8323360.000000 Penalty: 5313.026367
	Iteration 22Q: 3 clusters Score -8323360 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -8323384.500000 Penalty: 5313.026367
	Iteration 23Q: 3 clusters Score -8323384 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -8323455.500000 Penalty: 5313.026367
	Iteration 24Q: 3 clusters Score -8323456 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -8323483.000000 Penalty: 5313.026367
	Iteration 25Q: 3 clusters Score -8323483 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -8323544.500000 Penalty: 5313.026367
	Iteration 26Q: 3 clusters Score -8323544 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -8323586.000000 Penalty: 5313.026367
	Iteration 27Q: 3 clusters Score -8323586 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -8323659.000000 Penalty: 5313.026367
	Iteration 28Q: 3 clusters Score -8323659 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -8323690.500000 Penalty: 5313.026367
	Iteration 29Q: 3 clusters Score -8323690 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -8323748.500000 Penalty: 5313.026367
	Iteration 30Q: 3 clusters Score -8323748 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -8323779.500000 Penalty: 5313.026367
	Iteration 31Q: 3 clusters Score -8323780 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -8323815.500000 Penalty: 5313.026367
	Iteration 32Q: 3 clusters Score -8323816 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -8323863.500000 Penalty: 5313.026367
	Iteration 33Q: 3 clusters Score -8323864 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -8323925.500000 Penalty: 5313.026367
	Iteration 34Q: 3 clusters Score -8323926 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -8324033.500000 Penalty: 5313.026367
	Iteration 35Q: 3 clusters Score -8324034 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -8324054.500000 Penalty: 5313.026367
	Iteration 36Q: 3 clusters Score -8324054 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -8324084.500000 Penalty: 5313.026367
	Iteration 37Q: 3 clusters Score -8324084 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -8324124.000000 Penalty: 5313.026367
	Iteration 38Q: 3 clusters Score -8324124 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -8324181.500000 Penalty: 5313.026367
	Iteration 39Q: 3 clusters Score -8324182 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -8324243.000000 Penalty: 5313.026367
	Iteration 40F: 3 clusters Score -8324243 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -8324303.000000 Penalty: 5313.026367
	Iteration 41Q: 3 clusters Score -8324303 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -8324351.500000 Penalty: 5313.026367
	Iteration 42Q: 3 clusters Score -8324352 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -8324429.000000 Penalty: 5313.026367
	Iteration 43Q: 3 clusters Score -8324429 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -8324490.500000 Penalty: 5313.026367
	Iteration 44Q: 3 clusters Score -8324490 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -8324535.000000 Penalty: 5313.026367
	Iteration 45Q: 3 clusters Score -8324535 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -8324579.500000 Penalty: 5313.026367
	Iteration 46Q: 3 clusters Score -8324580 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -8324617.000000 Penalty: 5313.026367
	Iteration 47Q: 3 clusters Score -8324617 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -8324665.000000 Penalty: 5313.026367
	Iteration 48Q: 3 clusters Score -8324665 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -8324729.500000 Penalty: 5313.026367
	Iteration 49Q: 3 clusters Score -8324730 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -8324772.000000 Penalty: 5313.026367
	Iteration 50Q: 3 clusters Score -8324772 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -8324811.500000 Penalty: 5313.026367
	Iteration 51Q: 3 clusters Score -8324812 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -8324876.000000 Penalty: 5313.026367
	Iteration 52Q: 3 clusters Score -8324876 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -8324915.000000 Penalty: 5313.026367
	Iteration 53Q: 3 clusters Score -8324915 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -8324947.500000 Penalty: 5313.026367
	Iteration 54Q: 3 clusters Score -8324948 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -8324987.000000 Penalty: 5313.026367
	Iteration 55Q: 3 clusters Score -8324987 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -8325015.000000 Penalty: 5313.026367
	Iteration 56Q: 3 clusters Score -8325015 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -8325071.500000 Penalty: 5313.026367
	Iteration 57Q: 3 clusters Score -8325072 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -8325109.500000 Penalty: 5313.026367
	Iteration 58Q: 3 clusters Score -8325110 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -8325141.500000 Penalty: 5313.026367
	Iteration 59Q: 3 clusters Score -8325142 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -8325161.000000 Penalty: 5313.026367
	Iteration 60F: 3 clusters Score -8325161 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -8325183.000000 Penalty: 5313.026367
	Iteration 61Q: 3 clusters Score -8325183 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -8325213.000000 Penalty: 5313.026367
	Iteration 62Q: 3 clusters Score -8325213 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -8325243.500000 Penalty: 5313.026367
	Iteration 63Q: 3 clusters Score -8325244 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -8325245.000000 Penalty: 5313.026367
	Iteration 64Q: 3 clusters Score -8325245 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -8325263.500000 Penalty: 5313.026367
	Iteration 65Q: 3 clusters Score -8325264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -8325292.500000 Penalty: 5313.026367
	Iteration 66Q: 3 clusters Score -8325292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -8325306.000000 Penalty: 5313.026367
	Iteration 67Q: 3 clusters Score -8325306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -8325294.500000 Penalty: 5313.026367
	Iteration 68Q: 3 clusters Score -8325294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -8325306.500000 Penalty: 5313.026367
	Iteration 69Q: 3 clusters Score -8325306 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -8325294.500000 Penalty: 5313.026367
	Iteration 70Q: 3 clusters Score -8325294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -8325309.500000 Penalty: 5313.026367
	Iteration 71Q: 3 clusters Score -8325310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -8325322.500000 Penalty: 5313.026367
	Iteration 72Q: 3 clusters Score -8325322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -8325338.500000 Penalty: 5313.026367
	Iteration 73Q: 3 clusters Score -8325338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -8325332.500000 Penalty: 5313.026367
	Iteration 74Q: 3 clusters Score -8325332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -8325334.000000 Penalty: 5313.026367
	Iteration 75Q: 3 clusters Score -8325334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -8325328.000000 Penalty: 5313.026367
	Iteration 76Q: 3 clusters Score -8325328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -8325345.000000 Penalty: 5313.026367
	Iteration 77Q: 3 clusters Score -8325345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -8325344.000000 Penalty: 5313.026367
	Iteration 78Q: 3 clusters Score -8325344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -8325334.500000 Penalty: 5313.026367
	Iteration 79Q: 3 clusters Score -8325334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -8325319.500000 Penalty: 5313.026367
	Iteration 80F: 3 clusters Score -8325320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8325328.000000 Penalty: 5313.026367
	Iteration 81Q: 3 clusters Score -8325328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -8325335.000000 Penalty: 5313.026367
	Iteration 82Q: 3 clusters Score -8325335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -8325338.000000 Penalty: 5313.026367
	Iteration 83Q: 3 clusters Score -8325338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -8325329.500000 Penalty: 5313.026367
	Iteration 84Q: 3 clusters Score -8325330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -8325320.000000 Penalty: 5313.026367
	Iteration 85Q: 3 clusters Score -8325320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8325298.500000 Penalty: 5313.026367
	Iteration 86Q: 3 clusters Score -8325298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -8325285.000000 Penalty: 5313.026367
	Iteration 87Q: 3 clusters Score -8325285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -8325282.500000 Penalty: 5313.026367
	Iteration 88Q: 3 clusters Score -8325282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -8325292.000000 Penalty: 5313.026367
	Iteration 89Q: 3 clusters Score -8325292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -8325290.500000 Penalty: 5313.026367
	Iteration 90Q: 3 clusters Score -8325290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -8325300.500000 Penalty: 5313.026367
	Iteration 91Q: 3 clusters Score -8325300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -8325288.500000 Penalty: 5313.026367
	Iteration 92Q: 3 clusters Score -8325288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -8325285.000000 Penalty: 5313.026367
	Iteration 93Q: 3 clusters Score -8325285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -8325280.000000 Penalty: 5313.026367
	Iteration 94Q: 3 clusters Score -8325280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -8325283.000000 Penalty: 5313.026367
	Iteration 95Q: 3 clusters Score -8325283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -8325292.500000 Penalty: 5313.026367
	Iteration 96Q: 3 clusters Score -8325292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -8325301.000000 Penalty: 5313.026367
	Iteration 97Q: 3 clusters Score -8325301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -8325290.500000 Penalty: 5313.026367
	Iteration 98Q: 3 clusters Score -8325290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -8325306.500000 Penalty: 5313.026367
	Iteration 99Q: 3 clusters Score -8325306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -8325303.000000 Penalty: 5313.026367
	Iteration 100F: 3 clusters Score -8325303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -8325315.500000 Penalty: 5313.026367
	Iteration 101Q: 3 clusters Score -8325316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -8325314.500000 Penalty: 5313.026367
	Iteration 102Q: 3 clusters Score -8325314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -8325311.000000 Penalty: 5313.026367
	Iteration 103Q: 3 clusters Score -8325311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8325305.500000 Penalty: 5313.026367
	Iteration 104Q: 3 clusters Score -8325306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -8325306.500000 Penalty: 5313.026367
	Iteration 105Q: 3 clusters Score -8325306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -8325305.000000 Penalty: 5313.026367
	Iteration 106Q: 3 clusters Score -8325305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8325293.000000 Penalty: 5313.026367
	Iteration 107Q: 3 clusters Score -8325293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8325299.500000 Penalty: 5313.026367
	Iteration 108Q: 3 clusters Score -8325300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8325290.500000 Penalty: 5313.026367
	Iteration 109Q: 3 clusters Score -8325290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -8325298.000000 Penalty: 5313.026367
	Iteration 110Q: 3 clusters Score -8325298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -8325290.000000 Penalty: 5313.026367
	Iteration 111Q: 3 clusters Score -8325290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -8325302.500000 Penalty: 5313.026367
	Iteration 112Q: 3 clusters Score -8325302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -8325303.000000 Penalty: 5313.026367
	Iteration 113Q: 3 clusters Score -8325303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -8325316.000000 Penalty: 5313.026367
	Iteration 114Q: 3 clusters Score -8325316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -8325311.000000 Penalty: 5313.026367
	Iteration 115Q: 3 clusters Score -8325311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -8325298.500000 Penalty: 5313.026367
	Iteration 116Q: 3 clusters Score -8325298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -8325288.500000 Penalty: 5313.026367
	Iteration 117Q: 3 clusters Score -8325288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -8325290.500000 Penalty: 5313.026367
	Iteration 118Q: 3 clusters Score -8325290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -8325312.500000 Penalty: 5313.026367
	Iteration 119Q: 3 clusters Score -8325312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -8325309.000000 Penalty: 5313.026367
	Iteration 120F: 3 clusters Score -8325309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -8325299.500000 Penalty: 5313.026367
	Iteration 121Q: 3 clusters Score -8325300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -8325300.500000 Penalty: 5313.026367
	Iteration 122Q: 3 clusters Score -8325300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -8325295.000000 Penalty: 5313.026367
	Iteration 123Q: 3 clusters Score -8325295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8325296.000000 Penalty: 5313.026367
	Iteration 124Q: 3 clusters Score -8325296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -8325298.500000 Penalty: 5313.026367
	Iteration 125Q: 3 clusters Score -8325298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -8325296.500000 Penalty: 5313.026367
	Iteration 126Q: 3 clusters Score -8325296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -8325289.000000 Penalty: 5313.026367
	Iteration 127Q: 3 clusters Score -8325289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8325292.000000 Penalty: 5313.026367
	Iteration 128Q: 3 clusters Score -8325292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -8325293.500000 Penalty: 5313.026367
	Iteration 129Q: 3 clusters Score -8325294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -8325286.000000 Penalty: 5313.026367
	Iteration 130Q: 3 clusters Score -8325286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -8325286.000000 Penalty: 5313.026367
	Iteration 131F: 3 clusters Score -8325286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Entering Unmasked Estep 
Score: -1259393.750000 Penalty: 2187.972412
	Iteration 0F: 2 clusters Score -1259394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1253756.500000 Penalty: 4375.944824
	Iteration 0F: 3 clusters Score -1253756 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1255175.875000 Penalty: 4375.944824
	Iteration 1F: 3 clusters Score -1255176 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1255406.000000 Penalty: 4375.944824
	Iteration 2F: 3 clusters Score -1255406 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1255564.375000 Penalty: 4375.944824
	Iteration 3F: 3 clusters Score -1255564 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1255667.250000 Penalty: 4375.944824
	Iteration 4Q: 3 clusters Score -1255667 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1255749.250000 Penalty: 4375.944824
	Iteration 5Q: 3 clusters Score -1255749 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1255805.875000 Penalty: 4375.944824
	Iteration 6Q: 3 clusters Score -1255806 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1255857.625000 Penalty: 4375.944824
	Iteration 7Q: 3 clusters Score -1255858 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1255915.125000 Penalty: 4375.944824
	Iteration 8Q: 3 clusters Score -1255915 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1255980.000000 Penalty: 4375.944824
	Iteration 9Q: 3 clusters Score -1255980 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1256038.875000 Penalty: 4375.944824
	Iteration 10Q: 3 clusters Score -1256039 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1256091.000000 Penalty: 4375.944824
	Iteration 11Q: 3 clusters Score -1256091 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1256147.625000 Penalty: 4375.944824
	Iteration 12Q: 3 clusters Score -1256148 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1256213.875000 Penalty: 4375.944824
	Iteration 13Q: 3 clusters Score -1256214 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1256272.875000 Penalty: 4375.944824
	Iteration 14Q: 3 clusters Score -1256273 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1256358.500000 Penalty: 4375.944824
	Iteration 15Q: 3 clusters Score -1256358 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1256449.750000 Penalty: 4375.944824
	Iteration 16Q: 3 clusters Score -1256450 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1256538.375000 Penalty: 4375.944824
	Iteration 17Q: 3 clusters Score -1256538 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1256643.250000 Penalty: 4375.944824
	Iteration 18Q: 3 clusters Score -1256643 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1256742.625000 Penalty: 4375.944824
	Iteration 19Q: 3 clusters Score -1256743 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1256810.625000 Penalty: 4375.944824
	Iteration 20F: 3 clusters Score -1256811 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1256874.375000 Penalty: 4375.944824
	Iteration 21Q: 3 clusters Score -1256874 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1256944.500000 Penalty: 4375.944824
	Iteration 22Q: 3 clusters Score -1256944 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1256988.125000 Penalty: 4375.944824
	Iteration 23Q: 3 clusters Score -1256988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1257022.625000 Penalty: 4375.944824
	Iteration 24Q: 3 clusters Score -1257023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1257052.375000 Penalty: 4375.944824
	Iteration 25Q: 3 clusters Score -1257052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1257085.875000 Penalty: 4375.944824
	Iteration 26Q: 3 clusters Score -1257086 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1257115.625000 Penalty: 4375.944824
	Iteration 27Q: 3 clusters Score -1257116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1257142.500000 Penalty: 4375.944824
	Iteration 28Q: 3 clusters Score -1257142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1257162.625000 Penalty: 4375.944824
	Iteration 29Q: 3 clusters Score -1257163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1257184.875000 Penalty: 4375.944824
	Iteration 30Q: 3 clusters Score -1257185 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1257207.375000 Penalty: 4375.944824
	Iteration 31Q: 3 clusters Score -1257207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1257230.000000 Penalty: 4375.944824
	Iteration 32Q: 3 clusters Score -1257230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1257243.750000 Penalty: 4375.944824
	Iteration 33Q: 3 clusters Score -1257244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1257257.625000 Penalty: 4375.944824
	Iteration 34Q: 3 clusters Score -1257258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1257267.000000 Penalty: 4375.944824
	Iteration 35Q: 3 clusters Score -1257267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1257275.500000 Penalty: 4375.944824
	Iteration 36Q: 3 clusters Score -1257276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1257281.750000 Penalty: 4375.944824
	Iteration 37Q: 3 clusters Score -1257282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1257295.250000 Penalty: 4375.944824
	Iteration 38Q: 3 clusters Score -1257295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1257304.875000 Penalty: 4375.944824
	Iteration 39Q: 3 clusters Score -1257305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1257318.375000 Penalty: 4375.944824
	Iteration 40F: 3 clusters Score -1257318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1257323.750000 Penalty: 4375.944824
	Iteration 41Q: 3 clusters Score -1257324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1257335.375000 Penalty: 4375.944824
	Iteration 42Q: 3 clusters Score -1257335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1257340.500000 Penalty: 4375.944824
	Iteration 43Q: 3 clusters Score -1257340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1257343.250000 Penalty: 4375.944824
	Iteration 44Q: 3 clusters Score -1257343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1257348.250000 Penalty: 4375.944824
	Iteration 45Q: 3 clusters Score -1257348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1257355.875000 Penalty: 4375.944824
	Iteration 46Q: 3 clusters Score -1257356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1257362.625000 Penalty: 4375.944824
	Iteration 47Q: 3 clusters Score -1257363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1257372.750000 Penalty: 4375.944824
	Iteration 48Q: 3 clusters Score -1257373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1257382.000000 Penalty: 4375.944824
	Iteration 49Q: 3 clusters Score -1257382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1257388.500000 Penalty: 4375.944824
	Iteration 50Q: 3 clusters Score -1257388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1257391.000000 Penalty: 4375.944824
	Iteration 51Q: 3 clusters Score -1257391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1257394.875000 Penalty: 4375.944824
	Iteration 52Q: 3 clusters Score -1257395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1257400.750000 Penalty: 4375.944824
	Iteration 53Q: 3 clusters Score -1257401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1257405.625000 Penalty: 4375.944824
	Iteration 54Q: 3 clusters Score -1257406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1257410.500000 Penalty: 4375.944824
	Iteration 55Q: 3 clusters Score -1257410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1257410.000000 Penalty: 4375.944824
	Iteration 56Q: 3 clusters Score -1257410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1257410.750000 Penalty: 4375.944824
	Iteration 57Q: 3 clusters Score -1257411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1257414.125000 Penalty: 4375.944824
	Iteration 58Q: 3 clusters Score -1257414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1257415.125000 Penalty: 4375.944824
	Iteration 59Q: 3 clusters Score -1257415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1257415.625000 Penalty: 4375.944824
	Iteration 60F: 3 clusters Score -1257416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1257419.250000 Penalty: 4375.944824
	Iteration 61Q: 3 clusters Score -1257419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1257424.500000 Penalty: 4375.944824
	Iteration 62Q: 3 clusters Score -1257424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1257425.000000 Penalty: 4375.944824
	Iteration 63Q: 3 clusters Score -1257425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1257424.625000 Penalty: 4375.944824
	Iteration 64Q: 3 clusters Score -1257425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1257427.625000 Penalty: 4375.944824
	Iteration 65Q: 3 clusters Score -1257428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1257427.625000 Penalty: 4375.944824
	Iteration 66Q: 3 clusters Score -1257428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1257428.750000 Penalty: 4375.944824
	Iteration 67Q: 3 clusters Score -1257429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1257429.250000 Penalty: 4375.944824
	Iteration 68Q: 3 clusters Score -1257429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1257429.375000 Penalty: 4375.944824
	Iteration 69Q: 3 clusters Score -1257429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1257429.375000 Penalty: 4375.944824
	Iteration 70F: 3 clusters Score -1257429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -95543.164062 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -95543.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -93986.414062 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -93986.41 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -94171.773438 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -94171.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -94235.101562 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -94235.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -94270.328125 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -94270.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -94286.304688 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -94286.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -94296.960938 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -94296.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -94296.960938 Penalty: 3121.535889
	Iteration 6F: 3 clusters Score -94296.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -466999.093750 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -466999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -464014.281250 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -464014.3 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -464580.156250 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -464580.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -464697.812500 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -464697.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -464760.000000 Penalty: 3900.752197
	Iteration 3Q: 3 clusters Score -464760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -464793.062500 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -464793.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -464812.093750 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -464812.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -464821.906250 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -464821.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -464832.656250 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -464832.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -464842.156250 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -464842.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -464851.593750 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -464851.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -464856.625000 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -464856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -464862.093750 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -464862.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -464866.937500 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -464866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -464867.593750 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -464867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -464869.812500 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -464869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -464871.875000 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -464871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -464874.437500 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -464874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -464875.437500 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -464875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -464877.687500 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -464877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -464879.531250 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -464879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -464881.468750 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -464881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -464883.281250 Penalty: 3900.752197
	Iteration 21Q: 3 clusters Score -464883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -464883.343750 Penalty: 3900.752197
	Iteration 22Q: 3 clusters Score -464883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -464885.156250 Penalty: 3900.752197
	Iteration 23Q: 3 clusters Score -464885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -464886.750000 Penalty: 3900.752197
	Iteration 24Q: 3 clusters Score -464886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -464891.187500 Penalty: 3900.752197
	Iteration 25Q: 3 clusters Score -464891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -464893.593750 Penalty: 3900.752197
	Iteration 26Q: 3 clusters Score -464893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -464897.687500 Penalty: 3900.752197
	Iteration 27Q: 3 clusters Score -464897.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -464904.593750 Penalty: 3900.752197
	Iteration 28Q: 3 clusters Score -464904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -464908.593750 Penalty: 3900.752197
	Iteration 29Q: 3 clusters Score -464908.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -464913.156250 Penalty: 3900.752197
	Iteration 30Q: 3 clusters Score -464913.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -464916.937500 Penalty: 3900.752197
	Iteration 31Q: 3 clusters Score -464916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -464919.781250 Penalty: 3900.752197
	Iteration 32Q: 3 clusters Score -464919.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -464923.468750 Penalty: 3900.752197
	Iteration 33Q: 3 clusters Score -464923.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -464926.906250 Penalty: 3900.752197
	Iteration 34Q: 3 clusters Score -464926.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -464930.750000 Penalty: 3900.752197
	Iteration 35Q: 3 clusters Score -464930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -464932.968750 Penalty: 3900.752197
	Iteration 36Q: 3 clusters Score -464933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -464935.906250 Penalty: 3900.752197
	Iteration 37Q: 3 clusters Score -464935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -464939.375000 Penalty: 3900.752197
	Iteration 38Q: 3 clusters Score -464939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -464940.187500 Penalty: 3900.752197
	Iteration 39Q: 3 clusters Score -464940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -464941.750000 Penalty: 3900.752197
	Iteration 40F: 3 clusters Score -464941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -464943.093750 Penalty: 3900.752197
	Iteration 41Q: 3 clusters Score -464943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -464943.093750 Penalty: 3900.752197
	Iteration 42F: 3 clusters Score -464943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -182815.859375 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -182815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -180828.500000 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -180828.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -181173.921875 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -181173.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -181318.296875 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -181318.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181409.312500 Penalty: 3478.455811
	Iteration 3Q: 3 clusters Score -181409.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -181471.375000 Penalty: 3478.455811
	Iteration 4Q: 3 clusters Score -181471.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -181509.390625 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -181509.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -181530.125000 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -181530.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -181549.234375 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -181549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -181550.921875 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -181550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -181554.421875 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -181554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -181558.359375 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -181558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -181560.750000 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -181560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -181562.281250 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -181562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -181563.140625 Penalty: 3478.455811
	Iteration 13Q: 3 clusters Score -181563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -181563.140625 Penalty: 3478.455811
	Iteration 14F: 3 clusters Score -181563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -94963.031250 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -94963.03 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 257 members 
Entering Unmasked Estep 
Score: -93438.929688 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -93438.93 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -93690.085938 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -93690.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93858.273438 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -93858.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -94035.468750 Penalty: 3155.206055
	Iteration 3F: 3 clusters Score -94035.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -94209.226562 Penalty: 3155.206055
	Iteration 4F: 3 clusters Score -94209.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -94386.710938 Penalty: 3155.206055
	Iteration 5F: 3 clusters Score -94386.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -94486.359375 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -94486.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94561.007812 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -94561.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -94613.773438 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -94613.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -94676.781250 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -94676.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -94710.179688 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -94710.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -94726.390625 Penalty: 3155.206055
	Iteration 11Q: 3 clusters Score -94726.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -94727.718750 Penalty: 3155.206055
	Iteration 12Q: 3 clusters Score -94727.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -94729.156250 Penalty: 3155.206055
	Iteration 13Q: 3 clusters Score -94729.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -94729.156250 Penalty: 3155.206055
	Iteration 14F: 3 clusters Score -94729.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -303618.093750 Penalty: 1851.340454
	Iteration 0F: 2 clusters Score -303618.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -301197.843750 Penalty: 3702.680908
	Iteration 0F: 3 clusters Score -301197.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -301641.125000 Penalty: 3702.680908
	Iteration 1F: 3 clusters Score -301641.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -301768.000000 Penalty: 3702.680908
	Iteration 2F: 3 clusters Score -301768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -301826.343750 Penalty: 3702.680908
	Iteration 3Q: 3 clusters Score -301826.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -301859.468750 Penalty: 3702.680908
	Iteration 4Q: 3 clusters Score -301859.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -301880.281250 Penalty: 3702.680908
	Iteration 5Q: 3 clusters Score -301880.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -301899.406250 Penalty: 3702.680908
	Iteration 6Q: 3 clusters Score -301899.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -301914.125000 Penalty: 3702.680908
	Iteration 7Q: 3 clusters Score -301914.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -301925.562500 Penalty: 3702.680908
	Iteration 8Q: 3 clusters Score -301925.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -301930.593750 Penalty: 3702.680908
	Iteration 9Q: 3 clusters Score -301930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -301935.968750 Penalty: 3702.680908
	Iteration 10Q: 3 clusters Score -301936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -301945.218750 Penalty: 3702.680908
	Iteration 11Q: 3 clusters Score -301945.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -301957.156250 Penalty: 3702.680908
	Iteration 12Q: 3 clusters Score -301957.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -301972.312500 Penalty: 3702.680908
	Iteration 13Q: 3 clusters Score -301972.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -301982.187500 Penalty: 3702.680908
	Iteration 14Q: 3 clusters Score -301982.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -301988.625000 Penalty: 3702.680908
	Iteration 15Q: 3 clusters Score -301988.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -301993.750000 Penalty: 3702.680908
	Iteration 16Q: 3 clusters Score -301993.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -302002.500000 Penalty: 3702.680908
	Iteration 17Q: 3 clusters Score -302002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -302005.812500 Penalty: 3702.680908
	Iteration 18Q: 3 clusters Score -302005.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -302008.937500 Penalty: 3702.680908
	Iteration 19Q: 3 clusters Score -302008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -302011.187500 Penalty: 3702.680908
	Iteration 20F: 3 clusters Score -302011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -302014.562500 Penalty: 3702.680908
	Iteration 21Q: 3 clusters Score -302014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -302016.718750 Penalty: 3702.680908
	Iteration 22Q: 3 clusters Score -302016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -302017.750000 Penalty: 3702.680908
	Iteration 23Q: 3 clusters Score -302017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -302017.750000 Penalty: 3702.680908
	Iteration 24F: 3 clusters Score -302017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Entering Unmasked Estep 
Score: -710591.500000 Penalty: 2044.333984
	Iteration 0F: 2 clusters Score -710591.5 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 1841 members 
Entering Unmasked Estep 
Score: -706814.312500 Penalty: 4088.667969
	Iteration 0F: 3 clusters Score -706814.3 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -707602.562500 Penalty: 4088.667969
	Iteration 1F: 3 clusters Score -707602.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -707791.062500 Penalty: 4088.667969
	Iteration 2F: 3 clusters Score -707791.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -707915.562500 Penalty: 4088.667969
	Iteration 3F: 3 clusters Score -707915.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -707996.937500 Penalty: 4088.667969
	Iteration 4Q: 3 clusters Score -707996.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -708052.125000 Penalty: 4088.667969
	Iteration 5Q: 3 clusters Score -708052.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -708083.875000 Penalty: 4088.667969
	Iteration 6Q: 3 clusters Score -708083.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -708128.687500 Penalty: 4088.667969
	Iteration 7Q: 3 clusters Score -708128.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -708169.812500 Penalty: 4088.667969
	Iteration 8Q: 3 clusters Score -708169.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -708206.312500 Penalty: 4088.667969
	Iteration 9Q: 3 clusters Score -708206.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -708239.437500 Penalty: 4088.667969
	Iteration 10Q: 3 clusters Score -708239.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -708266.875000 Penalty: 4088.667969
	Iteration 11Q: 3 clusters Score -708266.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -708294.437500 Penalty: 4088.667969
	Iteration 12Q: 3 clusters Score -708294.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -708326.500000 Penalty: 4088.667969
	Iteration 13Q: 3 clusters Score -708326.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -708360.437500 Penalty: 4088.667969
	Iteration 14Q: 3 clusters Score -708360.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -708394.500000 Penalty: 4088.667969
	Iteration 15Q: 3 clusters Score -708394.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -708427.187500 Penalty: 4088.667969
	Iteration 16Q: 3 clusters Score -708427.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -708456.062500 Penalty: 4088.667969
	Iteration 17Q: 3 clusters Score -708456.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -708481.937500 Penalty: 4088.667969
	Iteration 18Q: 3 clusters Score -708481.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -708514.812500 Penalty: 4088.667969
	Iteration 19Q: 3 clusters Score -708514.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -708547.625000 Penalty: 4088.667969
	Iteration 20F: 3 clusters Score -708547.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -708576.437500 Penalty: 4088.667969
	Iteration 21Q: 3 clusters Score -708576.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -708603.625000 Penalty: 4088.667969
	Iteration 22Q: 3 clusters Score -708603.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -708633.437500 Penalty: 4088.667969
	Iteration 23Q: 3 clusters Score -708633.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -708652.875000 Penalty: 4088.667969
	Iteration 24Q: 3 clusters Score -708652.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -708663.250000 Penalty: 4088.667969
	Iteration 25Q: 3 clusters Score -708663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -708670.687500 Penalty: 4088.667969
	Iteration 26Q: 3 clusters Score -708670.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -708673.312500 Penalty: 4088.667969
	Iteration 27Q: 3 clusters Score -708673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -708679.000000 Penalty: 4088.667969
	Iteration 28Q: 3 clusters Score -708679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -708685.687500 Penalty: 4088.667969
	Iteration 29Q: 3 clusters Score -708685.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -708697.250000 Penalty: 4088.667969
	Iteration 30Q: 3 clusters Score -708697.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -708712.312500 Penalty: 4088.667969
	Iteration 31Q: 3 clusters Score -708712.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -708716.125000 Penalty: 4088.667969
	Iteration 32Q: 3 clusters Score -708716.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -708726.250000 Penalty: 4088.667969
	Iteration 33Q: 3 clusters Score -708726.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -708732.437500 Penalty: 4088.667969
	Iteration 34Q: 3 clusters Score -708732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -708735.250000 Penalty: 4088.667969
	Iteration 35Q: 3 clusters Score -708735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -708736.812500 Penalty: 4088.667969
	Iteration 36Q: 3 clusters Score -708736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -708742.062500 Penalty: 4088.667969
	Iteration 37Q: 3 clusters Score -708742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -708745.687500 Penalty: 4088.667969
	Iteration 38Q: 3 clusters Score -708745.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -708750.062500 Penalty: 4088.667969
	Iteration 39Q: 3 clusters Score -708750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -708754.937500 Penalty: 4088.667969
	Iteration 40F: 3 clusters Score -708754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -708757.125000 Penalty: 4088.667969
	Iteration 41Q: 3 clusters Score -708757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -708758.000000 Penalty: 4088.667969
	Iteration 42Q: 3 clusters Score -708758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -708760.062500 Penalty: 4088.667969
	Iteration 43Q: 3 clusters Score -708760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -708763.125000 Penalty: 4088.667969
	Iteration 44Q: 3 clusters Score -708763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -708763.125000 Penalty: 4088.667969
	Iteration 45F: 3 clusters Score -708763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -111009.781250 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -111009.8 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 313 members 
Entering Unmasked Estep 
Score: -109387.953125 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -109388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -109577.023438 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -109577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -109637.539062 Penalty: 3195.500000
	Iteration 2Q: 3 clusters Score -109637.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -109672.140625 Penalty: 3195.500000
	Iteration 3Q: 3 clusters Score -109672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -109687.406250 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -109687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -109708.937500 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -109708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -109712.507812 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -109712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -109712.507812 Penalty: 3195.500000
	Iteration 7F: 3 clusters Score -109712.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Entering Unmasked Estep 
Score: -7908982.000000 Penalty: 2643.641357
	Iteration 0F: 2 clusters Score -7908982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -7880787.000000 Penalty: 5287.282715
	Iteration 0F: 3 clusters Score -7880787 nChanged 19512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -7892040.000000 Penalty: 5287.282715
	Iteration 1F: 3 clusters Score -7892040 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -7893409.500000 Penalty: 5287.282715
	Iteration 2F: 3 clusters Score -7893410 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -7895704.500000 Penalty: 5287.282715
	Iteration 3F: 3 clusters Score -7895704 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -7899130.000000 Penalty: 5287.282715
	Iteration 4F: 3 clusters Score -7899130 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -7902655.500000 Penalty: 5287.282715
	Iteration 5F: 3 clusters Score -7902656 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -7905216.000000 Penalty: 5287.282715
	Iteration 6F: 3 clusters Score -7905216 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7906690.000000 Penalty: 5287.282715
	Iteration 7Q: 3 clusters Score -7906690 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7907389.500000 Penalty: 5287.282715
	Iteration 8Q: 3 clusters Score -7907390 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7907711.000000 Penalty: 5287.282715
	Iteration 9Q: 3 clusters Score -7907711 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7907821.000000 Penalty: 5287.282715
	Iteration 10Q: 3 clusters Score -7907821 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7907872.000000 Penalty: 5287.282715
	Iteration 11Q: 3 clusters Score -7907872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7907912.500000 Penalty: 5287.282715
	Iteration 12Q: 3 clusters Score -7907912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7907941.500000 Penalty: 5287.282715
	Iteration 13Q: 3 clusters Score -7907942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7907941.500000 Penalty: 5287.282715
	Iteration 14Q: 3 clusters Score -7907942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7907963.500000 Penalty: 5287.282715
	Iteration 15Q: 3 clusters Score -7907964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7907958.500000 Penalty: 5287.282715
	Iteration 16Q: 3 clusters Score -7907958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7907959.500000 Penalty: 5287.282715
	Iteration 17Q: 3 clusters Score -7907960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7907965.500000 Penalty: 5287.282715
	Iteration 18Q: 3 clusters Score -7907966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7907974.500000 Penalty: 5287.282715
	Iteration 19Q: 3 clusters Score -7907974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7907970.000000 Penalty: 5287.282715
	Iteration 20F: 3 clusters Score -7907970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7907977.500000 Penalty: 5287.282715
	Iteration 21Q: 3 clusters Score -7907978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7907982.000000 Penalty: 5287.282715
	Iteration 22Q: 3 clusters Score -7907982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7907984.500000 Penalty: 5287.282715
	Iteration 23Q: 3 clusters Score -7907984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7907990.000000 Penalty: 5287.282715
	Iteration 24Q: 3 clusters Score -7907990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7907977.000000 Penalty: 5287.282715
	Iteration 25Q: 3 clusters Score -7907977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7907977.000000 Penalty: 5287.282715
	Iteration 26F: 3 clusters Score -7907977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -42223.253906 Penalty: 1369.322388
	Iteration 0F: 2 clusters Score -42223.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41003.640625 Penalty: 2738.644775
	Iteration 0F: 3 clusters Score -41003.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41117.265625 Penalty: 2738.644775
	Iteration 1F: 3 clusters Score -41117.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -41154.199219 Penalty: 2738.644775
	Iteration 2Q: 3 clusters Score -41154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -41163.589844 Penalty: 2738.644775
	Iteration 3Q: 3 clusters Score -41163.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41176.378906 Penalty: 2738.644775
	Iteration 4Q: 3 clusters Score -41176.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41193.171875 Penalty: 2738.644775
	Iteration 5Q: 3 clusters Score -41193.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -41193.171875 Penalty: 2738.644775
	Iteration 6F: 3 clusters Score -41193.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Entering Unmasked Estep 
Score: -8308944.500000 Penalty: 2655.566650
	Iteration 0F: 2 clusters Score -8308944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -8279899.000000 Penalty: 5311.133301
	Iteration 0F: 3 clusters Score -8279899 nChanged 20526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -8291210.000000 Penalty: 5311.133301
	Iteration 1F: 3 clusters Score -8291210 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -8291639.500000 Penalty: 5311.133301
	Iteration 2Q: 3 clusters Score -8291640 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8292072.500000 Penalty: 5311.133301
	Iteration 3Q: 3 clusters Score -8292072 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -8292550.000000 Penalty: 5311.133301
	Iteration 4Q: 3 clusters Score -8292550 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -8293319.500000 Penalty: 5311.133301
	Iteration 5Q: 3 clusters Score -8293320 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -8294270.000000 Penalty: 5311.133301
	Iteration 6Q: 3 clusters Score -8294270 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -8295543.500000 Penalty: 5311.133301
	Iteration 7F: 3 clusters Score -8295544 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -8297333.000000 Penalty: 5311.133301
	Iteration 8F: 3 clusters Score -8297333 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -8299869.500000 Penalty: 5311.133301
	Iteration 9F: 3 clusters Score -8299870 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -8302570.000000 Penalty: 5311.133301
	Iteration 10F: 3 clusters Score -8302570 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -8304504.000000 Penalty: 5311.133301
	Iteration 11F: 3 clusters Score -8304504 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -8305469.000000 Penalty: 5311.133301
	Iteration 12Q: 3 clusters Score -8305469 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -8305983.500000 Penalty: 5311.133301
	Iteration 13Q: 3 clusters Score -8305984 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -8306252.000000 Penalty: 5311.133301
	Iteration 14Q: 3 clusters Score -8306252 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -8306478.000000 Penalty: 5311.133301
	Iteration 15Q: 3 clusters Score -8306478 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -8306594.000000 Penalty: 5311.133301
	Iteration 16Q: 3 clusters Score -8306594 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -8306647.000000 Penalty: 5311.133301
	Iteration 17Q: 3 clusters Score -8306647 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -8306694.500000 Penalty: 5311.133301
	Iteration 18Q: 3 clusters Score -8306694 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -8306726.500000 Penalty: 5311.133301
	Iteration 19Q: 3 clusters Score -8306726 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -8306788.500000 Penalty: 5311.133301
	Iteration 20F: 3 clusters Score -8306788 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -8306780.000000 Penalty: 5311.133301
	Iteration 21Q: 3 clusters Score -8306780 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -8306803.500000 Penalty: 5311.133301
	Iteration 22Q: 3 clusters Score -8306804 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -8306802.000000 Penalty: 5311.133301
	Iteration 23Q: 3 clusters Score -8306802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -8306782.500000 Penalty: 5311.133301
	Iteration 24Q: 3 clusters Score -8306782 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -8306770.000000 Penalty: 5311.133301
	Iteration 25Q: 3 clusters Score -8306770 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -8306764.000000 Penalty: 5311.133301
	Iteration 26Q: 3 clusters Score -8306764 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -8306768.500000 Penalty: 5311.133301
	Iteration 27Q: 3 clusters Score -8306768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -8306768.500000 Penalty: 5311.133301
	Iteration 28Q: 3 clusters Score -8306768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -8306752.500000 Penalty: 5311.133301
	Iteration 29Q: 3 clusters Score -8306752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -8306763.500000 Penalty: 5311.133301
	Iteration 30Q: 3 clusters Score -8306764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -8306758.500000 Penalty: 5311.133301
	Iteration 31Q: 3 clusters Score -8306758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -8306738.500000 Penalty: 5311.133301
	Iteration 32Q: 3 clusters Score -8306738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -8306720.500000 Penalty: 5311.133301
	Iteration 33Q: 3 clusters Score -8306720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -8306733.500000 Penalty: 5311.133301
	Iteration 34Q: 3 clusters Score -8306734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -8306736.000000 Penalty: 5311.133301
	Iteration 35Q: 3 clusters Score -8306736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -8306736.000000 Penalty: 5311.133301
	Iteration 36Q: 3 clusters Score -8306736 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -8306716.500000 Penalty: 5311.133301
	Iteration 37Q: 3 clusters Score -8306716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -8306728.000000 Penalty: 5311.133301
	Iteration 38Q: 3 clusters Score -8306728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -8306714.000000 Penalty: 5311.133301
	Iteration 39Q: 3 clusters Score -8306714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -8306694.500000 Penalty: 5311.133301
	Iteration 40F: 3 clusters Score -8306694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -8306698.500000 Penalty: 5311.133301
	Iteration 41Q: 3 clusters Score -8306698 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -8306690.000000 Penalty: 5311.133301
	Iteration 42Q: 3 clusters Score -8306690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -8306678.000000 Penalty: 5311.133301
	Iteration 43Q: 3 clusters Score -8306678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -8306692.000000 Penalty: 5311.133301
	Iteration 44Q: 3 clusters Score -8306692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -8306686.000000 Penalty: 5311.133301
	Iteration 45Q: 3 clusters Score -8306686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -8306651.000000 Penalty: 5311.133301
	Iteration 46Q: 3 clusters Score -8306651 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -8306648.000000 Penalty: 5311.133301
	Iteration 47Q: 3 clusters Score -8306648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -8306647.000000 Penalty: 5311.133301
	Iteration 48Q: 3 clusters Score -8306647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -8306649.500000 Penalty: 5311.133301
	Iteration 49Q: 3 clusters Score -8306650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -8306653.000000 Penalty: 5311.133301
	Iteration 50Q: 3 clusters Score -8306653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -8306642.500000 Penalty: 5311.133301
	Iteration 51Q: 3 clusters Score -8306642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -8306634.000000 Penalty: 5311.133301
	Iteration 52Q: 3 clusters Score -8306634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -8306629.000000 Penalty: 5311.133301
	Iteration 53Q: 3 clusters Score -8306629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -8306634.500000 Penalty: 5311.133301
	Iteration 54Q: 3 clusters Score -8306634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -8306654.500000 Penalty: 5311.133301
	Iteration 55Q: 3 clusters Score -8306654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -8306646.000000 Penalty: 5311.133301
	Iteration 56Q: 3 clusters Score -8306646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -8306658.500000 Penalty: 5311.133301
	Iteration 57Q: 3 clusters Score -8306658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -8306654.000000 Penalty: 5311.133301
	Iteration 58Q: 3 clusters Score -8306654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -8306654.000000 Penalty: 5311.133301
	Iteration 59Q: 3 clusters Score -8306654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -8306662.500000 Penalty: 5311.133301
	Iteration 60F: 3 clusters Score -8306662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -8306664.000000 Penalty: 5311.133301
	Iteration 61Q: 3 clusters Score -8306664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -8306665.000000 Penalty: 5311.133301
	Iteration 62Q: 3 clusters Score -8306665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -8306662.000000 Penalty: 5311.133301
	Iteration 63Q: 3 clusters Score -8306662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -8306659.000000 Penalty: 5311.133301
	Iteration 64Q: 3 clusters Score -8306659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -8306647.500000 Penalty: 5311.133301
	Iteration 65Q: 3 clusters Score -8306648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -8306643.000000 Penalty: 5311.133301
	Iteration 66Q: 3 clusters Score -8306643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -8306640.500000 Penalty: 5311.133301
	Iteration 67Q: 3 clusters Score -8306640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -8306645.500000 Penalty: 5311.133301
	Iteration 68Q: 3 clusters Score -8306646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -8306633.000000 Penalty: 5311.133301
	Iteration 69Q: 3 clusters Score -8306633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -8306649.500000 Penalty: 5311.133301
	Iteration 70Q: 3 clusters Score -8306650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -8306643.500000 Penalty: 5311.133301
	Iteration 71Q: 3 clusters Score -8306644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -8306640.500000 Penalty: 5311.133301
	Iteration 72Q: 3 clusters Score -8306640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -8306638.000000 Penalty: 5311.133301
	Iteration 73Q: 3 clusters Score -8306638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -8306655.500000 Penalty: 5311.133301
	Iteration 74Q: 3 clusters Score -8306656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -8306668.000000 Penalty: 5311.133301
	Iteration 75Q: 3 clusters Score -8306668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -8306660.500000 Penalty: 5311.133301
	Iteration 76Q: 3 clusters Score -8306660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -8306667.000000 Penalty: 5311.133301
	Iteration 77Q: 3 clusters Score -8306667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -8306658.500000 Penalty: 5311.133301
	Iteration 78Q: 3 clusters Score -8306658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -8306660.000000 Penalty: 5311.133301
	Iteration 79Q: 3 clusters Score -8306660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -8306652.000000 Penalty: 5311.133301
	Iteration 80F: 3 clusters Score -8306652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -8306655.000000 Penalty: 5311.133301
	Iteration 81Q: 3 clusters Score -8306655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -8306649.000000 Penalty: 5311.133301
	Iteration 82Q: 3 clusters Score -8306649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -8306642.500000 Penalty: 5311.133301
	Iteration 83Q: 3 clusters Score -8306642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -8306644.000000 Penalty: 5311.133301
	Iteration 84Q: 3 clusters Score -8306644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -8306644.500000 Penalty: 5311.133301
	Iteration 85Q: 3 clusters Score -8306644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -8306649.500000 Penalty: 5311.133301
	Iteration 86Q: 3 clusters Score -8306650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -8306646.000000 Penalty: 5311.133301
	Iteration 87Q: 3 clusters Score -8306646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -8306648.500000 Penalty: 5311.133301
	Iteration 88Q: 3 clusters Score -8306648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -8306643.500000 Penalty: 5311.133301
	Iteration 89Q: 3 clusters Score -8306644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -8306650.000000 Penalty: 5311.133301
	Iteration 90Q: 3 clusters Score -8306650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -8306645.000000 Penalty: 5311.133301
	Iteration 91Q: 3 clusters Score -8306645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -8306642.500000 Penalty: 5311.133301
	Iteration 92Q: 3 clusters Score -8306642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -8306643.500000 Penalty: 5311.133301
	Iteration 93Q: 3 clusters Score -8306644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -8306646.500000 Penalty: 5311.133301
	Iteration 94Q: 3 clusters Score -8306646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -8306653.500000 Penalty: 5311.133301
	Iteration 95Q: 3 clusters Score -8306654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -8306659.000000 Penalty: 5311.133301
	Iteration 96Q: 3 clusters Score -8306659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -8306663.500000 Penalty: 5311.133301
	Iteration 97Q: 3 clusters Score -8306664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -8306661.500000 Penalty: 5311.133301
	Iteration 98Q: 3 clusters Score -8306662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -8306661.000000 Penalty: 5311.133301
	Iteration 99Q: 3 clusters Score -8306661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -8306655.500000 Penalty: 5311.133301
	Iteration 100F: 3 clusters Score -8306656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -8306666.000000 Penalty: 5311.133301
	Iteration 101Q: 3 clusters Score -8306666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -8306667.000000 Penalty: 5311.133301
	Iteration 102Q: 3 clusters Score -8306667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -8306663.000000 Penalty: 5311.133301
	Iteration 103Q: 3 clusters Score -8306663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -8306668.500000 Penalty: 5311.133301
	Iteration 104Q: 3 clusters Score -8306668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -8306665.500000 Penalty: 5311.133301
	Iteration 105Q: 3 clusters Score -8306666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -8306670.000000 Penalty: 5311.133301
	Iteration 106Q: 3 clusters Score -8306670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -8306672.000000 Penalty: 5311.133301
	Iteration 107Q: 3 clusters Score -8306672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -8306674.500000 Penalty: 5311.133301
	Iteration 108Q: 3 clusters Score -8306674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -8306677.500000 Penalty: 5311.133301
	Iteration 109Q: 3 clusters Score -8306678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -8306674.500000 Penalty: 5311.133301
	Iteration 110Q: 3 clusters Score -8306674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -8306676.000000 Penalty: 5311.133301
	Iteration 111Q: 3 clusters Score -8306676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -8306675.000000 Penalty: 5311.133301
	Iteration 112Q: 3 clusters Score -8306675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -8306679.500000 Penalty: 5311.133301
	Iteration 113Q: 3 clusters Score -8306680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -8306676.500000 Penalty: 5311.133301
	Iteration 114Q: 3 clusters Score -8306676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -8306676.500000 Penalty: 5311.133301
	Iteration 115F: 3 clusters Score -8306676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -103548.531250 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -103548.5 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 429 members 
Entering Unmasked Estep 
Score: -101799.476562 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -101799.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102219.601562 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -102219.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102413.421875 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -102413.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102510.101562 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -102510.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102596.601562 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -102596.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102718.156250 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -102718.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102921.601562 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -102921.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103022.718750 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -103022.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103103.257812 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -103103.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103216.390625 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -103216.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103294.734375 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -103294.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103383.203125 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -103383.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103465.125000 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -103465.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -103511.273438 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -103511.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -103548.351562 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -103548.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103571.593750 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -103571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103586.039062 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -103586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103602.187500 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -103602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -103608.914062 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -103608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103610.898438 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -103610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103611.406250 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -103611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103613.820312 Penalty: 3311.208252
	Iteration 21Q: 3 clusters Score -103613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103620.000000 Penalty: 3311.208252
	Iteration 22Q: 3 clusters Score -103620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103631.460938 Penalty: 3311.208252
	Iteration 23Q: 3 clusters Score -103631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103631.460938 Penalty: 3311.208252
	Iteration 24F: 3 clusters Score -103631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44264 members 
Mstep: Class 3 contains 41510 members 
Mstep: Class 4 contains 35484 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45370 members 
Mstep: Class 7 contains 44880 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42610 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44709 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 39350 members 
Mstep: Class 21 contains 40792 members 
Mstep: Class 22 contains 42444 members 
Mstep: Class 23 contains 47543 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44379 members 
Mstep: Class 26 contains 51086 members 
Mstep: Class 27 contains 390 members 
Entering Unmasked Estep 
Score: -106686712.000000 Penalty: 88917.406250
Splitting cluster 19 changes total score from -106688216.000000 to -106686712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (39350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Entering Unmasked Estep 
Score: -7236773.000000 Penalty: 2623.902344
	Iteration 0F: 2 clusters Score -7236773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -7210285.000000 Penalty: 5247.804688
	Iteration 0F: 3 clusters Score -7210285 nChanged 17901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -7219941.000000 Penalty: 5247.804688
	Iteration 1F: 3 clusters Score -7219941 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -7220387.500000 Penalty: 5247.804688
	Iteration 2Q: 3 clusters Score -7220388 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -7220792.500000 Penalty: 5247.804688
	Iteration 3Q: 3 clusters Score -7220792 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -7221132.500000 Penalty: 5247.804688
	Iteration 4Q: 3 clusters Score -7221132 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -7221455.500000 Penalty: 5247.804688
	Iteration 5Q: 3 clusters Score -7221456 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -7221839.000000 Penalty: 5247.804688
	Iteration 6Q: 3 clusters Score -7221839 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -7222399.500000 Penalty: 5247.804688
	Iteration 7Q: 3 clusters Score -7222400 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -7223196.000000 Penalty: 5247.804688
	Iteration 8Q: 3 clusters Score -7223196 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -7224349.500000 Penalty: 5247.804688
	Iteration 9F: 3 clusters Score -7224350 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -7226162.000000 Penalty: 5247.804688
	Iteration 10F: 3 clusters Score -7226162 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -7228635.500000 Penalty: 5247.804688
	Iteration 11F: 3 clusters Score -7228636 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -7231204.500000 Penalty: 5247.804688
	Iteration 12F: 3 clusters Score -7231204 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -7232905.000000 Penalty: 5247.804688
	Iteration 13Q: 3 clusters Score -7232905 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -7233813.000000 Penalty: 5247.804688
	Iteration 14Q: 3 clusters Score -7233813 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -7234187.000000 Penalty: 5247.804688
	Iteration 15Q: 3 clusters Score -7234187 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -7234309.500000 Penalty: 5247.804688
	Iteration 16Q: 3 clusters Score -7234310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -7234391.000000 Penalty: 5247.804688
	Iteration 17Q: 3 clusters Score -7234391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -7234411.500000 Penalty: 5247.804688
	Iteration 18Q: 3 clusters Score -7234412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -7234422.000000 Penalty: 5247.804688
	Iteration 19Q: 3 clusters Score -7234422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -7234423.500000 Penalty: 5247.804688
	Iteration 20F: 3 clusters Score -7234424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -7234438.000000 Penalty: 5247.804688
	Iteration 21Q: 3 clusters Score -7234438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7234441.500000 Penalty: 5247.804688
	Iteration 22Q: 3 clusters Score -7234442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -7234445.000000 Penalty: 5247.804688
	Iteration 23Q: 3 clusters Score -7234445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7234446.500000 Penalty: 5247.804688
	Iteration 24Q: 3 clusters Score -7234446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7234446.500000 Penalty: 5247.804688
	Iteration 25F: 3 clusters Score -7234446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Entering Unmasked Estep 
Score: -7511585.500000 Penalty: 2632.827881
	Iteration 0F: 2 clusters Score -7511586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7483936.500000 Penalty: 5265.655762
	Iteration 0F: 3 clusters Score -7483936 nChanged 18746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -7494289.000000 Penalty: 5265.655762
	Iteration 1F: 3 clusters Score -7494289 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -7495029.000000 Penalty: 5265.655762
	Iteration 2Q: 3 clusters Score -7495029 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -7495970.500000 Penalty: 5265.655762
	Iteration 3Q: 3 clusters Score -7495970 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -7497405.500000 Penalty: 5265.655762
	Iteration 4F: 3 clusters Score -7497406 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -7499331.500000 Penalty: 5265.655762
	Iteration 5F: 3 clusters Score -7499332 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -7502006.500000 Penalty: 5265.655762
	Iteration 6F: 3 clusters Score -7502006 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -7504792.500000 Penalty: 5265.655762
	Iteration 7F: 3 clusters Score -7504792 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7506890.000000 Penalty: 5265.655762
	Iteration 8F: 3 clusters Score -7506890 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7508087.500000 Penalty: 5265.655762
	Iteration 9Q: 3 clusters Score -7508088 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7508683.500000 Penalty: 5265.655762
	Iteration 10Q: 3 clusters Score -7508684 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7508927.000000 Penalty: 5265.655762
	Iteration 11Q: 3 clusters Score -7508927 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7509079.500000 Penalty: 5265.655762
	Iteration 12Q: 3 clusters Score -7509080 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7509162.500000 Penalty: 5265.655762
	Iteration 13Q: 3 clusters Score -7509162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7509202.000000 Penalty: 5265.655762
	Iteration 14Q: 3 clusters Score -7509202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7509229.000000 Penalty: 5265.655762
	Iteration 15Q: 3 clusters Score -7509229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7509236.500000 Penalty: 5265.655762
	Iteration 16Q: 3 clusters Score -7509236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7509253.000000 Penalty: 5265.655762
	Iteration 17Q: 3 clusters Score -7509253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7509265.500000 Penalty: 5265.655762
	Iteration 18Q: 3 clusters Score -7509266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7509285.500000 Penalty: 5265.655762
	Iteration 19Q: 3 clusters Score -7509286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7509300.000000 Penalty: 5265.655762
	Iteration 20F: 3 clusters Score -7509300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7509312.000000 Penalty: 5265.655762
	Iteration 21Q: 3 clusters Score -7509312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7509321.000000 Penalty: 5265.655762
	Iteration 22Q: 3 clusters Score -7509321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7509326.500000 Penalty: 5265.655762
	Iteration 23Q: 3 clusters Score -7509326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7509336.000000 Penalty: 5265.655762
	Iteration 24Q: 3 clusters Score -7509336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7509334.000000 Penalty: 5265.655762
	Iteration 25Q: 3 clusters Score -7509334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7509334.000000 Penalty: 5265.655762
	Iteration 26F: 3 clusters Score -7509334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Entering Unmasked Estep 
Score: -7874025.000000 Penalty: 2642.673340
	Iteration 0F: 2 clusters Score -7874025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -7846151.000000 Penalty: 5285.346680
	Iteration 0F: 3 clusters Score -7846151 nChanged 19437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -7856909.000000 Penalty: 5285.346680
	Iteration 1F: 3 clusters Score -7856909 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -7857444.000000 Penalty: 5285.346680
	Iteration 2Q: 3 clusters Score -7857444 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -7857968.500000 Penalty: 5285.346680
	Iteration 3Q: 3 clusters Score -7857968 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -7858521.000000 Penalty: 5285.346680
	Iteration 4Q: 3 clusters Score -7858521 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -7859215.000000 Penalty: 5285.346680
	Iteration 5Q: 3 clusters Score -7859215 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -7860341.500000 Penalty: 5285.346680
	Iteration 6F: 3 clusters Score -7860342 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -7862160.000000 Penalty: 5285.346680
	Iteration 7F: 3 clusters Score -7862160 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -7864699.500000 Penalty: 5285.346680
	Iteration 8F: 3 clusters Score -7864700 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -7867490.000000 Penalty: 5285.346680
	Iteration 9F: 3 clusters Score -7867490 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7869532.000000 Penalty: 5285.346680
	Iteration 10F: 3 clusters Score -7869532 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7870631.000000 Penalty: 5285.346680
	Iteration 11Q: 3 clusters Score -7870631 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7871192.500000 Penalty: 5285.346680
	Iteration 12Q: 3 clusters Score -7871192 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7871412.000000 Penalty: 5285.346680
	Iteration 13Q: 3 clusters Score -7871412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7871522.500000 Penalty: 5285.346680
	Iteration 14Q: 3 clusters Score -7871522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7871605.000000 Penalty: 5285.346680
	Iteration 15Q: 3 clusters Score -7871605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7871652.500000 Penalty: 5285.346680
	Iteration 16Q: 3 clusters Score -7871652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7871670.000000 Penalty: 5285.346680
	Iteration 17Q: 3 clusters Score -7871670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7871692.500000 Penalty: 5285.346680
	Iteration 18Q: 3 clusters Score -7871692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7871708.500000 Penalty: 5285.346680
	Iteration 19Q: 3 clusters Score -7871708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7871726.000000 Penalty: 5285.346680
	Iteration 20F: 3 clusters Score -7871726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7871733.000000 Penalty: 5285.346680
	Iteration 21Q: 3 clusters Score -7871733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7871743.000000 Penalty: 5285.346680
	Iteration 22Q: 3 clusters Score -7871743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7871745.500000 Penalty: 5285.346680
	Iteration 23Q: 3 clusters Score -7871746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7871752.500000 Penalty: 5285.346680
	Iteration 24Q: 3 clusters Score -7871752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7871763.000000 Penalty: 5285.346680
	Iteration 25Q: 3 clusters Score -7871763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7871763.000000 Penalty: 5285.346680
	Iteration 26F: 3 clusters Score -7871763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Entering Unmasked Estep 
Score: -8868267.000000 Penalty: 2670.808838
	Iteration 0F: 2 clusters Score -8868267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -8839075.000000 Penalty: 5341.617676
	Iteration 0F: 3 clusters Score -8839075 nChanged 22036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -8851266.000000 Penalty: 5341.617676
	Iteration 1F: 3 clusters Score -8851266 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -8851768.000000 Penalty: 5341.617676
	Iteration 2Q: 3 clusters Score -8851768 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -8852127.000000 Penalty: 5341.617676
	Iteration 3Q: 3 clusters Score -8852127 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -8852528.000000 Penalty: 5341.617676
	Iteration 4Q: 3 clusters Score -8852528 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -8852863.000000 Penalty: 5341.617676
	Iteration 5Q: 3 clusters Score -8852863 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -8853298.000000 Penalty: 5341.617676
	Iteration 6Q: 3 clusters Score -8853298 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -8853866.000000 Penalty: 5341.617676
	Iteration 7Q: 3 clusters Score -8853866 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -8854633.000000 Penalty: 5341.617676
	Iteration 8Q: 3 clusters Score -8854633 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -8855737.000000 Penalty: 5341.617676
	Iteration 9Q: 3 clusters Score -8855737 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -8857348.000000 Penalty: 5341.617676
	Iteration 10F: 3 clusters Score -8857348 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -8859425.000000 Penalty: 5341.617676
	Iteration 11F: 3 clusters Score -8859425 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -8861825.000000 Penalty: 5341.617676
	Iteration 12F: 3 clusters Score -8861825 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8863594.000000 Penalty: 5341.617676
	Iteration 13F: 3 clusters Score -8863594 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8864487.000000 Penalty: 5341.617676
	Iteration 14Q: 3 clusters Score -8864487 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -8865196.000000 Penalty: 5341.617676
	Iteration 15Q: 3 clusters Score -8865196 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8865484.000000 Penalty: 5341.617676
	Iteration 16Q: 3 clusters Score -8865484 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -8865632.000000 Penalty: 5341.617676
	Iteration 17Q: 3 clusters Score -8865632 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -8865766.000000 Penalty: 5341.617676
	Iteration 18Q: 3 clusters Score -8865766 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -8865807.000000 Penalty: 5341.617676
	Iteration 19Q: 3 clusters Score -8865807 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -8865843.000000 Penalty: 5341.617676
	Iteration 20F: 3 clusters Score -8865843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -8865886.000000 Penalty: 5341.617676
	Iteration 21Q: 3 clusters Score -8865886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -8865911.000000 Penalty: 5341.617676
	Iteration 22Q: 3 clusters Score -8865911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -8865936.000000 Penalty: 5341.617676
	Iteration 23Q: 3 clusters Score -8865936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -8865966.000000 Penalty: 5341.617676
	Iteration 24Q: 3 clusters Score -8865966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -8865988.000000 Penalty: 5341.617676
	Iteration 25Q: 3 clusters Score -8865988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -8865994.000000 Penalty: 5341.617676
	Iteration 26Q: 3 clusters Score -8865994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -8866016.000000 Penalty: 5341.617676
	Iteration 27Q: 3 clusters Score -8866016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -8866022.000000 Penalty: 5341.617676
	Iteration 28Q: 3 clusters Score -8866022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -8866021.000000 Penalty: 5341.617676
	Iteration 29Q: 3 clusters Score -8866021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -8866033.000000 Penalty: 5341.617676
	Iteration 30Q: 3 clusters Score -8866033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -8866039.000000 Penalty: 5341.617676
	Iteration 31Q: 3 clusters Score -8866039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -8866035.000000 Penalty: 5341.617676
	Iteration 32Q: 3 clusters Score -8866035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -8866040.000000 Penalty: 5341.617676
	Iteration 33Q: 3 clusters Score -8866040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -8866040.000000 Penalty: 5341.617676
	Iteration 34F: 3 clusters Score -8866040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -127269.539062 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -127269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125510.398438 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -125510.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125928.679688 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -125928.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126132.945312 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -126132.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126248.398438 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -126248.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -126308.851562 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -126308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -126333.070312 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -126333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -126353.125000 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -126353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126375.320312 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -126375.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -126389.664062 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -126389.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126408.726562 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -126408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -126421.554688 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -126421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126441.070312 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -126441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126449.742188 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -126449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126457.734375 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -126457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -126460.164062 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -126460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126466.296875 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -126466.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -126477.726562 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -126477.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126485.148438 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -126485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -126491.117188 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -126491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -126499.054688 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -126499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126503.835938 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -126503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126506.914062 Penalty: 3350.861328
	Iteration 21Q: 3 clusters Score -126506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126511.070312 Penalty: 3350.861328
	Iteration 22Q: 3 clusters Score -126511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126511.070312 Penalty: 3350.861328
	Iteration 23F: 3 clusters Score -126511.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Entering Unmasked Estep 
Score: -8217050.500000 Penalty: 2653.729248
	Iteration 0F: 2 clusters Score -8217050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -8187732.500000 Penalty: 5307.458496
	Iteration 0F: 3 clusters Score -8187732 nChanged 20439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -8199087.500000 Penalty: 5307.458496
	Iteration 1F: 3 clusters Score -8199088 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -8199595.500000 Penalty: 5307.458496
	Iteration 2Q: 3 clusters Score -8199596 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -8200120.500000 Penalty: 5307.458496
	Iteration 3Q: 3 clusters Score -8200120 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -8200704.000000 Penalty: 5307.458496
	Iteration 4Q: 3 clusters Score -8200704 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -8201617.000000 Penalty: 5307.458496
	Iteration 5Q: 3 clusters Score -8201617 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -8203028.000000 Penalty: 5307.458496
	Iteration 6F: 3 clusters Score -8203028 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -8205214.500000 Penalty: 5307.458496
	Iteration 7F: 3 clusters Score -8205214 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -8208189.500000 Penalty: 5307.458496
	Iteration 8F: 3 clusters Score -8208190 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -8211135.500000 Penalty: 5307.458496
	Iteration 9F: 3 clusters Score -8211136 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -8213188.000000 Penalty: 5307.458496
	Iteration 10Q: 3 clusters Score -8213188 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -8214126.000000 Penalty: 5307.458496
	Iteration 11Q: 3 clusters Score -8214126 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -8214483.000000 Penalty: 5307.458496
	Iteration 12Q: 3 clusters Score -8214483 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -8214631.500000 Penalty: 5307.458496
	Iteration 13Q: 3 clusters Score -8214632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -8214680.000000 Penalty: 5307.458496
	Iteration 14Q: 3 clusters Score -8214680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8214710.000000 Penalty: 5307.458496
	Iteration 15Q: 3 clusters Score -8214710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -8214732.500000 Penalty: 5307.458496
	Iteration 16Q: 3 clusters Score -8214732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8214739.500000 Penalty: 5307.458496
	Iteration 17Q: 3 clusters Score -8214740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -8214751.000000 Penalty: 5307.458496
	Iteration 18Q: 3 clusters Score -8214751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8214750.500000 Penalty: 5307.458496
	Iteration 19Q: 3 clusters Score -8214750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8214761.000000 Penalty: 5307.458496
	Iteration 20F: 3 clusters Score -8214761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -8214762.500000 Penalty: 5307.458496
	Iteration 21Q: 3 clusters Score -8214762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -8214759.500000 Penalty: 5307.458496
	Iteration 22Q: 3 clusters Score -8214760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8214759.000000 Penalty: 5307.458496
	Iteration 23Q: 3 clusters Score -8214759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8214775.500000 Penalty: 5307.458496
	Iteration 24Q: 3 clusters Score -8214776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8214775.500000 Penalty: 5307.458496
	Iteration 25F: 3 clusters Score -8214776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Entering Unmasked Estep 
Score: -9554972.000000 Penalty: 2688.633789
	Iteration 0F: 2 clusters Score -9554972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -9526768.000000 Penalty: 5377.267578
	Iteration 0F: 3 clusters Score -9526768 nChanged 23620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -9539604.000000 Penalty: 5377.267578
	Iteration 1F: 3 clusters Score -9539604 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -9540304.000000 Penalty: 5377.267578
	Iteration 2Q: 3 clusters Score -9540304 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -9541123.000000 Penalty: 5377.267578
	Iteration 3Q: 3 clusters Score -9541123 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -9542265.000000 Penalty: 5377.267578
	Iteration 4Q: 3 clusters Score -9542265 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -9544064.000000 Penalty: 5377.267578
	Iteration 5F: 3 clusters Score -9544064 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -9546840.000000 Penalty: 5377.267578
	Iteration 6F: 3 clusters Score -9546840 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -9549581.000000 Penalty: 5377.267578
	Iteration 7F: 3 clusters Score -9549581 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -9551185.000000 Penalty: 5377.267578
	Iteration 8F: 3 clusters Score -9551185 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -9551964.000000 Penalty: 5377.267578
	Iteration 9Q: 3 clusters Score -9551964 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9552312.000000 Penalty: 5377.267578
	Iteration 10Q: 3 clusters Score -9552312 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9552528.000000 Penalty: 5377.267578
	Iteration 11Q: 3 clusters Score -9552528 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9552655.000000 Penalty: 5377.267578
	Iteration 12Q: 3 clusters Score -9552655 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9552733.000000 Penalty: 5377.267578
	Iteration 13Q: 3 clusters Score -9552733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9552770.000000 Penalty: 5377.267578
	Iteration 14Q: 3 clusters Score -9552770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9552797.000000 Penalty: 5377.267578
	Iteration 15Q: 3 clusters Score -9552797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9552827.000000 Penalty: 5377.267578
	Iteration 16Q: 3 clusters Score -9552827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9552836.000000 Penalty: 5377.267578
	Iteration 17Q: 3 clusters Score -9552836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9552842.000000 Penalty: 5377.267578
	Iteration 18Q: 3 clusters Score -9552842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9552844.000000 Penalty: 5377.267578
	Iteration 19Q: 3 clusters Score -9552844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9552854.000000 Penalty: 5377.267578
	Iteration 20F: 3 clusters Score -9552854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9552851.000000 Penalty: 5377.267578
	Iteration 21Q: 3 clusters Score -9552851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9552852.000000 Penalty: 5377.267578
	Iteration 22Q: 3 clusters Score -9552852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9552859.000000 Penalty: 5377.267578
	Iteration 23Q: 3 clusters Score -9552859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9552859.000000 Penalty: 5377.267578
	Iteration 24Q: 3 clusters Score -9552859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9552861.000000 Penalty: 5377.267578
	Iteration 25Q: 3 clusters Score -9552861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9552861.000000 Penalty: 5377.267578
	Iteration 26Q: 3 clusters Score -9552861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9552861.000000 Penalty: 5377.267578
	Iteration 27Q: 3 clusters Score -9552861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9552870.000000 Penalty: 5377.267578
	Iteration 28Q: 3 clusters Score -9552870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9552873.000000 Penalty: 5377.267578
	Iteration 29Q: 3 clusters Score -9552873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9552873.000000 Penalty: 5377.267578
	Iteration 30F: 3 clusters Score -9552873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44264 members 
Mstep: Class 3 contains 41510 members 
Mstep: Class 4 contains 35484 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45370 members 
Mstep: Class 7 contains 44880 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42610 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44709 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39350 members 
Mstep: Class 21 contains 40792 members 
Mstep: Class 22 contains 42444 members 
Mstep: Class 23 contains 47543 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44379 members 
Mstep: Class 26 contains 51086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688352.000000 Penalty: 85624.171875
Iteration 319Q: 27 clusters Score -1.066884e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44247 members 
Mstep: Class 3 contains 41497 members 
Mstep: Class 4 contains 35481 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45370 members 
Mstep: Class 7 contains 44897 members 
Mstep: Class 8 contains 6779 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3800 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42620 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44693 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39307 members 
Mstep: Class 21 contains 40780 members 
Mstep: Class 22 contains 42455 members 
Mstep: Class 23 contains 47559 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44411 members 
Mstep: Class 26 contains 51112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688288.000000 Penalty: 85624.171875
Iteration 320F: 27 clusters Score -1.066883e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44238 members 
Mstep: Class 3 contains 41475 members 
Mstep: Class 4 contains 35480 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45377 members 
Mstep: Class 7 contains 44904 members 
Mstep: Class 8 contains 6775 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42621 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44691 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 40777 members 
Mstep: Class 22 contains 42460 members 
Mstep: Class 23 contains 47572 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44439 members 
Mstep: Class 26 contains 51129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688584.000000 Penalty: 85624.171875
Iteration 321Q: 27 clusters Score -1.066886e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44234 members 
Mstep: Class 3 contains 41454 members 
Mstep: Class 4 contains 35480 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45380 members 
Mstep: Class 7 contains 44898 members 
Mstep: Class 8 contains 6771 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3794 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42621 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44709 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39251 members 
Mstep: Class 21 contains 40779 members 
Mstep: Class 22 contains 42453 members 
Mstep: Class 23 contains 47572 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44457 members 
Mstep: Class 26 contains 51154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688648.000000 Penalty: 85624.171875
Iteration 322Q: 27 clusters Score -1.066886e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44239 members 
Mstep: Class 3 contains 41433 members 
Mstep: Class 4 contains 35484 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45391 members 
Mstep: Class 7 contains 44888 members 
Mstep: Class 8 contains 6762 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42606 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44716 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39228 members 
Mstep: Class 21 contains 40777 members 
Mstep: Class 22 contains 42465 members 
Mstep: Class 23 contains 47575 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44488 members 
Mstep: Class 26 contains 51162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688736.000000 Penalty: 85624.171875
Iteration 323Q: 27 clusters Score -1.066887e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44258 members 
Mstep: Class 3 contains 41427 members 
Mstep: Class 4 contains 35482 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 44877 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42571 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44725 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39204 members 
Mstep: Class 21 contains 40786 members 
Mstep: Class 22 contains 42479 members 
Mstep: Class 23 contains 47555 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44529 members 
Mstep: Class 26 contains 51159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688648.000000 Penalty: 85624.171875
Iteration 324Q: 27 clusters Score -1.066886e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44299 members 
Mstep: Class 3 contains 41443 members 
Mstep: Class 4 contains 35483 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45437 members 
Mstep: Class 7 contains 44860 members 
Mstep: Class 8 contains 6755 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3784 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42549 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44723 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39165 members 
Mstep: Class 21 contains 40796 members 
Mstep: Class 22 contains 42483 members 
Mstep: Class 23 contains 47546 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44555 members 
Mstep: Class 26 contains 51130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688656.000000 Penalty: 85624.171875
Iteration 325Q: 27 clusters Score -1.066887e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44294 members 
Mstep: Class 3 contains 41464 members 
Mstep: Class 4 contains 35484 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45465 members 
Mstep: Class 7 contains 44857 members 
Mstep: Class 8 contains 6745 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3778 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42546 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44722 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39131 members 
Mstep: Class 21 contains 40799 members 
Mstep: Class 22 contains 42486 members 
Mstep: Class 23 contains 47526 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44592 members 
Mstep: Class 26 contains 51118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688536.000000 Penalty: 85624.171875
Iteration 326Q: 27 clusters Score -1.066885e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44297 members 
Mstep: Class 3 contains 41480 members 
Mstep: Class 4 contains 35483 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45472 members 
Mstep: Class 7 contains 44843 members 
Mstep: Class 8 contains 6745 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42532 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44731 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39110 members 
Mstep: Class 21 contains 40808 members 
Mstep: Class 22 contains 42480 members 
Mstep: Class 23 contains 47513 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44617 members 
Mstep: Class 26 contains 51116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688496.000000 Penalty: 85624.171875
Iteration 327Q: 27 clusters Score -1.066885e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44295 members 
Mstep: Class 3 contains 41503 members 
Mstep: Class 4 contains 35483 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45511 members 
Mstep: Class 7 contains 44834 members 
Mstep: Class 8 contains 6745 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42529 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44728 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39090 members 
Mstep: Class 21 contains 40819 members 
Mstep: Class 22 contains 42459 members 
Mstep: Class 23 contains 47501 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44629 members 
Mstep: Class 26 contains 51101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688520.000000 Penalty: 85624.171875
Iteration 328Q: 27 clusters Score -1.066885e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44288 members 
Mstep: Class 3 contains 41522 members 
Mstep: Class 4 contains 35480 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45551 members 
Mstep: Class 7 contains 44831 members 
Mstep: Class 8 contains 6734 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3785 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42513 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44725 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39075 members 
Mstep: Class 21 contains 40823 members 
Mstep: Class 22 contains 42466 members 
Mstep: Class 23 contains 47477 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44648 members 
Mstep: Class 26 contains 51089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688504.000000 Penalty: 85624.171875
Iteration 329Q: 27 clusters Score -1.066885e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44302 members 
Mstep: Class 3 contains 41514 members 
Mstep: Class 4 contains 35481 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45552 members 
Mstep: Class 7 contains 44844 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3783 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42488 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44717 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39054 members 
Mstep: Class 21 contains 40838 members 
Mstep: Class 22 contains 42470 members 
Mstep: Class 23 contains 47451 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44668 members 
Mstep: Class 26 contains 51120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688656.000000 Penalty: 85624.171875
Iteration 330Q: 27 clusters Score -1.066887e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44322 members 
Mstep: Class 3 contains 41501 members 
Mstep: Class 4 contains 35482 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45576 members 
Mstep: Class 7 contains 44845 members 
Mstep: Class 8 contains 6727 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3781 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42428 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44715 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39040 members 
Mstep: Class 21 contains 40845 members 
Mstep: Class 22 contains 42488 members 
Mstep: Class 23 contains 47439 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44704 members 
Mstep: Class 26 contains 51114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688464.000000 Penalty: 85624.171875
Iteration 331Q: 27 clusters Score -1.066885e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44354 members 
Mstep: Class 3 contains 41524 members 
Mstep: Class 4 contains 35482 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45564 members 
Mstep: Class 7 contains 44841 members 
Mstep: Class 8 contains 6726 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3780 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42389 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44714 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39022 members 
Mstep: Class 21 contains 40868 members 
Mstep: Class 22 contains 42487 members 
Mstep: Class 23 contains 47442 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44718 members 
Mstep: Class 26 contains 51096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688712.000000 Penalty: 85624.171875
Iteration 332Q: 27 clusters Score -1.066887e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44380 members 
Mstep: Class 3 contains 41549 members 
Mstep: Class 4 contains 35478 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45551 members 
Mstep: Class 7 contains 44844 members 
Mstep: Class 8 contains 6724 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3782 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42365 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 44711 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 39008 members 
Mstep: Class 21 contains 40890 members 
Mstep: Class 22 contains 42475 members 
Mstep: Class 23 contains 47426 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44736 members 
Mstep: Class 26 contains 51088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688760.000000 Penalty: 85624.171875
Iteration 333Q: 27 clusters Score -1.066888e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44412 members 
Mstep: Class 3 contains 41561 members 
Mstep: Class 4 contains 35477 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45529 members 
Mstep: Class 7 contains 44845 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3781 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42375 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 44711 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38993 members 
Mstep: Class 21 contains 40914 members 
Mstep: Class 22 contains 42464 members 
Mstep: Class 23 contains 47418 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44750 members 
Mstep: Class 26 contains 51056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688776.000000 Penalty: 85624.171875
Iteration 334Q: 27 clusters Score -1.066888e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44432 members 
Mstep: Class 3 contains 41599 members 
Mstep: Class 4 contains 35479 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45503 members 
Mstep: Class 7 contains 44829 members 
Mstep: Class 8 contains 6714 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3784 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42357 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 44706 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38969 members 
Mstep: Class 21 contains 40934 members 
Mstep: Class 22 contains 42454 members 
Mstep: Class 23 contains 47415 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44771 members 
Mstep: Class 26 contains 51059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688752.000000 Penalty: 85624.171875
Iteration 335Q: 27 clusters Score -1.066888e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44452 members 
Mstep: Class 3 contains 41647 members 
Mstep: Class 4 contains 35482 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45472 members 
Mstep: Class 7 contains 44827 members 
Mstep: Class 8 contains 6707 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42356 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 44708 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38933 members 
Mstep: Class 21 contains 40947 members 
Mstep: Class 22 contains 42428 members 
Mstep: Class 23 contains 47411 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44802 members 
Mstep: Class 26 contains 51057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688392.000000 Penalty: 85624.171875
Iteration 336Q: 27 clusters Score -1.066884e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44453 members 
Mstep: Class 3 contains 41684 members 
Mstep: Class 4 contains 35483 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45435 members 
Mstep: Class 7 contains 44823 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42376 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 44705 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38901 members 
Mstep: Class 21 contains 40977 members 
Mstep: Class 22 contains 42434 members 
Mstep: Class 23 contains 47392 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44819 members 
Mstep: Class 26 contains 51048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688680.000000 Penalty: 85624.171875
Iteration 337Q: 27 clusters Score -1.066887e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44441 members 
Mstep: Class 3 contains 41737 members 
Mstep: Class 4 contains 35485 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 44818 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3778 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42389 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44710 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38856 members 
Mstep: Class 21 contains 41023 members 
Mstep: Class 22 contains 42430 members 
Mstep: Class 23 contains 47368 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44816 members 
Mstep: Class 26 contains 51047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688872.000000 Penalty: 85624.171875
Iteration 338Q: 27 clusters Score -1.066889e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44418 members 
Mstep: Class 3 contains 41784 members 
Mstep: Class 4 contains 35482 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 44823 members 
Mstep: Class 8 contains 6675 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42409 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44706 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38824 members 
Mstep: Class 21 contains 41062 members 
Mstep: Class 22 contains 42415 members 
Mstep: Class 23 contains 47364 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44826 members 
Mstep: Class 26 contains 51048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688752.000000 Penalty: 85624.171875
Iteration 339Q: 27 clusters Score -1.066888e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44414 members 
Mstep: Class 3 contains 41820 members 
Mstep: Class 4 contains 35484 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45375 members 
Mstep: Class 7 contains 44816 members 
Mstep: Class 8 contains 6671 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42439 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44707 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38788 members 
Mstep: Class 21 contains 41085 members 
Mstep: Class 22 contains 42407 members 
Mstep: Class 23 contains 47363 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44829 members 
Mstep: Class 26 contains 51036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688704.000000 Penalty: 85624.171875
Iteration 340F: 27 clusters Score -1.066887e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44431 members 
Mstep: Class 3 contains 41864 members 
Mstep: Class 4 contains 35481 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 44801 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 629 members 
Mstep: Class 16 contains 42481 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44695 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38724 members 
Mstep: Class 21 contains 41112 members 
Mstep: Class 22 contains 42406 members 
Mstep: Class 23 contains 47365 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44823 members 
Mstep: Class 26 contains 51002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688712.000000 Penalty: 85624.171875
Iteration 341Q: 27 clusters Score -1.066887e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44446 members 
Mstep: Class 3 contains 41900 members 
Mstep: Class 4 contains 35484 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45375 members 
Mstep: Class 7 contains 44790 members 
Mstep: Class 8 contains 6654 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42498 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44708 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38661 members 
Mstep: Class 21 contains 41130 members 
Mstep: Class 22 contains 42415 members 
Mstep: Class 23 contains 47348 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44828 members 
Mstep: Class 26 contains 50994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689056.000000 Penalty: 85624.171875
Iteration 342Q: 27 clusters Score -1.066891e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44462 members 
Mstep: Class 3 contains 41928 members 
Mstep: Class 4 contains 35486 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45392 members 
Mstep: Class 7 contains 44777 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42501 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44693 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38598 members 
Mstep: Class 21 contains 41158 members 
Mstep: Class 22 contains 42438 members 
Mstep: Class 23 contains 47356 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44822 members 
Mstep: Class 26 contains 50978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688856.000000 Penalty: 85624.171875
Iteration 343Q: 27 clusters Score -1.066889e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44456 members 
Mstep: Class 3 contains 41948 members 
Mstep: Class 4 contains 35490 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 44783 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3759 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42513 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44683 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38529 members 
Mstep: Class 21 contains 41190 members 
Mstep: Class 22 contains 42459 members 
Mstep: Class 23 contains 47348 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44808 members 
Mstep: Class 26 contains 50978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688936.000000 Penalty: 85624.171875
Iteration 344Q: 27 clusters Score -1.066889e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44474 members 
Mstep: Class 3 contains 41987 members 
Mstep: Class 4 contains 35496 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45441 members 
Mstep: Class 7 contains 44773 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3746 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42516 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44671 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38463 members 
Mstep: Class 21 contains 41239 members 
Mstep: Class 22 contains 42459 members 
Mstep: Class 23 contains 47335 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44791 members 
Mstep: Class 26 contains 50980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688960.000000 Penalty: 85624.171875
Iteration 345Q: 27 clusters Score -1.06689e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44507 members 
Mstep: Class 3 contains 42029 members 
Mstep: Class 4 contains 35496 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45454 members 
Mstep: Class 7 contains 44763 members 
Mstep: Class 8 contains 6622 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3738 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42519 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44653 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38404 members 
Mstep: Class 21 contains 41279 members 
Mstep: Class 22 contains 42477 members 
Mstep: Class 23 contains 47310 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44782 members 
Mstep: Class 26 contains 50973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688864.000000 Penalty: 85624.171875
Iteration 346Q: 27 clusters Score -1.066889e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44548 members 
Mstep: Class 3 contains 42075 members 
Mstep: Class 4 contains 35499 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45418 members 
Mstep: Class 7 contains 44757 members 
Mstep: Class 8 contains 6611 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3730 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42521 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44651 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38354 members 
Mstep: Class 21 contains 41292 members 
Mstep: Class 22 contains 42498 members 
Mstep: Class 23 contains 47275 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44784 members 
Mstep: Class 26 contains 50993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689016.000000 Penalty: 85624.171875
Iteration 347Q: 27 clusters Score -1.06689e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44580 members 
Mstep: Class 3 contains 42092 members 
Mstep: Class 4 contains 35503 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45406 members 
Mstep: Class 7 contains 44761 members 
Mstep: Class 8 contains 6607 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 3730 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42524 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44647 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38303 members 
Mstep: Class 21 contains 41329 members 
Mstep: Class 22 contains 42514 members 
Mstep: Class 23 contains 47237 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44775 members 
Mstep: Class 26 contains 50998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688784.000000 Penalty: 85624.171875
Iteration 348Q: 27 clusters Score -1.066888e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44598 members 
Mstep: Class 3 contains 42132 members 
Mstep: Class 4 contains 35500 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 44765 members 
Mstep: Class 8 contains 6598 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3723 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42534 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44638 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38253 members 
Mstep: Class 21 contains 41346 members 
Mstep: Class 22 contains 42522 members 
Mstep: Class 23 contains 47216 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44784 members 
Mstep: Class 26 contains 50987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688736.000000 Penalty: 85624.171875
Iteration 349Q: 27 clusters Score -1.066887e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44638 members 
Mstep: Class 3 contains 42169 members 
Mstep: Class 4 contains 35489 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45378 members 
Mstep: Class 7 contains 44762 members 
Mstep: Class 8 contains 6593 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3718 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42563 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44615 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38227 members 
Mstep: Class 21 contains 41376 members 
Mstep: Class 22 contains 42525 members 
Mstep: Class 23 contains 47189 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44776 members 
Mstep: Class 26 contains 50989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688936.000000 Penalty: 85624.171875
Iteration 350Q: 27 clusters Score -1.066889e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44673 members 
Mstep: Class 3 contains 42195 members 
Mstep: Class 4 contains 35482 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45343 members 
Mstep: Class 7 contains 44755 members 
Mstep: Class 8 contains 6591 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3707 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42607 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44587 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38192 members 
Mstep: Class 21 contains 41394 members 
Mstep: Class 22 contains 42551 members 
Mstep: Class 23 contains 47159 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44776 members 
Mstep: Class 26 contains 50995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689072.000000 Penalty: 85624.171875
Iteration 351Q: 27 clusters Score -1.066891e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44709 members 
Mstep: Class 3 contains 42239 members 
Mstep: Class 4 contains 35484 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45343 members 
Mstep: Class 7 contains 44749 members 
Mstep: Class 8 contains 6587 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42629 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44562 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38157 members 
Mstep: Class 21 contains 41418 members 
Mstep: Class 22 contains 42549 members 
Mstep: Class 23 contains 47135 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44769 members 
Mstep: Class 26 contains 50976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688984.000000 Penalty: 85624.171875
Iteration 352Q: 27 clusters Score -1.06689e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44763 members 
Mstep: Class 3 contains 42277 members 
Mstep: Class 4 contains 35486 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45307 members 
Mstep: Class 7 contains 44727 members 
Mstep: Class 8 contains 6586 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42651 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44525 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38131 members 
Mstep: Class 21 contains 41450 members 
Mstep: Class 22 contains 42550 members 
Mstep: Class 23 contains 47122 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44758 members 
Mstep: Class 26 contains 50978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688872.000000 Penalty: 85624.171875
Iteration 353Q: 27 clusters Score -1.066889e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44798 members 
Mstep: Class 3 contains 42323 members 
Mstep: Class 4 contains 35484 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45265 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 6583 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42669 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44507 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38099 members 
Mstep: Class 21 contains 41464 members 
Mstep: Class 22 contains 42559 members 
Mstep: Class 23 contains 47085 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44762 members 
Mstep: Class 26 contains 50995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688856.000000 Penalty: 85624.171875
Iteration 354Q: 27 clusters Score -1.066889e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44822 members 
Mstep: Class 3 contains 42385 members 
Mstep: Class 4 contains 35482 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45271 members 
Mstep: Class 7 contains 44709 members 
Mstep: Class 8 contains 6584 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42680 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44465 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38075 members 
Mstep: Class 21 contains 41488 members 
Mstep: Class 22 contains 42558 members 
Mstep: Class 23 contains 47077 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44750 members 
Mstep: Class 26 contains 50978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688784.000000 Penalty: 85624.171875
Iteration 355Q: 27 clusters Score -1.066888e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44872 members 
Mstep: Class 3 contains 42415 members 
Mstep: Class 4 contains 35487 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45268 members 
Mstep: Class 7 contains 44701 members 
Mstep: Class 8 contains 6582 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3677 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42687 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44419 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38050 members 
Mstep: Class 21 contains 41504 members 
Mstep: Class 22 contains 42580 members 
Mstep: Class 23 contains 47070 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44732 members 
Mstep: Class 26 contains 50965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688904.000000 Penalty: 85624.171875
Iteration 356Q: 27 clusters Score -1.066889e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44905 members 
Mstep: Class 3 contains 42465 members 
Mstep: Class 4 contains 35478 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45246 members 
Mstep: Class 7 contains 44695 members 
Mstep: Class 8 contains 6582 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3674 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42711 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44385 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 38016 members 
Mstep: Class 21 contains 41528 members 
Mstep: Class 22 contains 42600 members 
Mstep: Class 23 contains 47061 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44719 members 
Mstep: Class 26 contains 50944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688912.000000 Penalty: 85624.171875
Iteration 357Q: 27 clusters Score -1.066889e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44925 members 
Mstep: Class 3 contains 42507 members 
Mstep: Class 4 contains 35479 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45239 members 
Mstep: Class 7 contains 44704 members 
Mstep: Class 8 contains 6582 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3673 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42738 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44352 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37995 members 
Mstep: Class 21 contains 41546 members 
Mstep: Class 22 contains 42609 members 
Mstep: Class 23 contains 47040 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44707 members 
Mstep: Class 26 contains 50915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689048.000000 Penalty: 85624.171875
Iteration 358Q: 27 clusters Score -1.06689e+08 nChanged 944
Entering ConstructFrom: 
Score: -106689048.000000 Penalty: 85624.171875
Entering ConstructFrom: 
Trying to split cluster 1 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -23531.537109 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -23531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22440.109375 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -22440.11 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22635.214844 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -22635.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22693.447266 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -22693.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22725.345703 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -22725.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22739.443359 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -22739.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22739.443359 Penalty: 2845.339844
	Iteration 5F: 3 clusters Score -22739.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Entering Unmasked Estep 
Score: -8439836.000000 Penalty: 2656.800781
	Iteration 0F: 2 clusters Score -8439836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -8411187.000000 Penalty: 5313.601562
	Iteration 0F: 3 clusters Score -8411187 nChanged 20622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -8422618.000000 Penalty: 5313.601562
	Iteration 1F: 3 clusters Score -8422618 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -8423283.000000 Penalty: 5313.601562
	Iteration 2Q: 3 clusters Score -8423283 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -8424031.000000 Penalty: 5313.601562
	Iteration 3Q: 3 clusters Score -8424031 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -8424857.000000 Penalty: 5313.601562
	Iteration 4Q: 3 clusters Score -8424857 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -8425761.000000 Penalty: 5313.601562
	Iteration 5Q: 3 clusters Score -8425761 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -8426849.000000 Penalty: 5313.601562
	Iteration 6Q: 3 clusters Score -8426849 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -8428183.000000 Penalty: 5313.601562
	Iteration 7F: 3 clusters Score -8428183 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -8429561.000000 Penalty: 5313.601562
	Iteration 8F: 3 clusters Score -8429561 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -8430958.000000 Penalty: 5313.601562
	Iteration 9Q: 3 clusters Score -8430958 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -8432314.000000 Penalty: 5313.601562
	Iteration 10Q: 3 clusters Score -8432314 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -8433345.000000 Penalty: 5313.601562
	Iteration 11Q: 3 clusters Score -8433345 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -8434139.000000 Penalty: 5313.601562
	Iteration 12Q: 3 clusters Score -8434139 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -8434754.000000 Penalty: 5313.601562
	Iteration 13Q: 3 clusters Score -8434754 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -8435209.000000 Penalty: 5313.601562
	Iteration 14Q: 3 clusters Score -8435209 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -8435596.000000 Penalty: 5313.601562
	Iteration 15Q: 3 clusters Score -8435596 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -8435880.000000 Penalty: 5313.601562
	Iteration 16Q: 3 clusters Score -8435880 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -8436084.000000 Penalty: 5313.601562
	Iteration 17Q: 3 clusters Score -8436084 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -8436259.000000 Penalty: 5313.601562
	Iteration 18Q: 3 clusters Score -8436259 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -8436400.000000 Penalty: 5313.601562
	Iteration 19Q: 3 clusters Score -8436400 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -8436546.000000 Penalty: 5313.601562
	Iteration 20F: 3 clusters Score -8436546 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -8436609.000000 Penalty: 5313.601562
	Iteration 21Q: 3 clusters Score -8436609 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -8436717.000000 Penalty: 5313.601562
	Iteration 22Q: 3 clusters Score -8436717 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -8436810.000000 Penalty: 5313.601562
	Iteration 23Q: 3 clusters Score -8436810 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -8436909.000000 Penalty: 5313.601562
	Iteration 24Q: 3 clusters Score -8436909 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -8436944.000000 Penalty: 5313.601562
	Iteration 25Q: 3 clusters Score -8436944 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -8437002.000000 Penalty: 5313.601562
	Iteration 26Q: 3 clusters Score -8437002 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -8437055.000000 Penalty: 5313.601562
	Iteration 27Q: 3 clusters Score -8437055 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -8437105.000000 Penalty: 5313.601562
	Iteration 28Q: 3 clusters Score -8437105 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -8437126.000000 Penalty: 5313.601562
	Iteration 29Q: 3 clusters Score -8437126 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -8437153.000000 Penalty: 5313.601562
	Iteration 30Q: 3 clusters Score -8437153 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -8437192.000000 Penalty: 5313.601562
	Iteration 31Q: 3 clusters Score -8437192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -8437217.000000 Penalty: 5313.601562
	Iteration 32Q: 3 clusters Score -8437217 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -8437236.000000 Penalty: 5313.601562
	Iteration 33Q: 3 clusters Score -8437236 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -8437262.000000 Penalty: 5313.601562
	Iteration 34Q: 3 clusters Score -8437262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -8437283.000000 Penalty: 5313.601562
	Iteration 35Q: 3 clusters Score -8437283 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -8437304.000000 Penalty: 5313.601562
	Iteration 36Q: 3 clusters Score -8437304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -8437297.000000 Penalty: 5313.601562
	Iteration 37Q: 3 clusters Score -8437297 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -8437314.000000 Penalty: 5313.601562
	Iteration 38Q: 3 clusters Score -8437314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -8437334.000000 Penalty: 5313.601562
	Iteration 39Q: 3 clusters Score -8437334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -8437327.000000 Penalty: 5313.601562
	Iteration 40F: 3 clusters Score -8437327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -8437321.000000 Penalty: 5313.601562
	Iteration 41Q: 3 clusters Score -8437321 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -8437322.000000 Penalty: 5313.601562
	Iteration 42Q: 3 clusters Score -8437322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -8437341.000000 Penalty: 5313.601562
	Iteration 43Q: 3 clusters Score -8437341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -8437327.000000 Penalty: 5313.601562
	Iteration 44Q: 3 clusters Score -8437327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -8437328.000000 Penalty: 5313.601562
	Iteration 45Q: 3 clusters Score -8437328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -8437322.000000 Penalty: 5313.601562
	Iteration 46Q: 3 clusters Score -8437322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -8437332.000000 Penalty: 5313.601562
	Iteration 47Q: 3 clusters Score -8437332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -8437328.000000 Penalty: 5313.601562
	Iteration 48Q: 3 clusters Score -8437328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -8437326.000000 Penalty: 5313.601562
	Iteration 49Q: 3 clusters Score -8437326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -8437330.000000 Penalty: 5313.601562
	Iteration 50Q: 3 clusters Score -8437330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -8437330.000000 Penalty: 5313.601562
	Iteration 51Q: 3 clusters Score -8437330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -8437325.000000 Penalty: 5313.601562
	Iteration 52Q: 3 clusters Score -8437325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -8437322.000000 Penalty: 5313.601562
	Iteration 53Q: 3 clusters Score -8437322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -8437327.000000 Penalty: 5313.601562
	Iteration 54Q: 3 clusters Score -8437327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -8437324.000000 Penalty: 5313.601562
	Iteration 55Q: 3 clusters Score -8437324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -8437320.000000 Penalty: 5313.601562
	Iteration 56Q: 3 clusters Score -8437320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -8437326.000000 Penalty: 5313.601562
	Iteration 57Q: 3 clusters Score -8437326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -8437327.000000 Penalty: 5313.601562
	Iteration 58Q: 3 clusters Score -8437327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -8437313.000000 Penalty: 5313.601562
	Iteration 59Q: 3 clusters Score -8437313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -8437314.000000 Penalty: 5313.601562
	Iteration 60F: 3 clusters Score -8437314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -8437324.000000 Penalty: 5313.601562
	Iteration 61Q: 3 clusters Score -8437324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -8437315.000000 Penalty: 5313.601562
	Iteration 62Q: 3 clusters Score -8437315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -8437313.000000 Penalty: 5313.601562
	Iteration 63Q: 3 clusters Score -8437313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -8437317.000000 Penalty: 5313.601562
	Iteration 64Q: 3 clusters Score -8437317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -8437326.000000 Penalty: 5313.601562
	Iteration 65Q: 3 clusters Score -8437326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -8437328.000000 Penalty: 5313.601562
	Iteration 66Q: 3 clusters Score -8437328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -8437327.000000 Penalty: 5313.601562
	Iteration 67Q: 3 clusters Score -8437327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -8437337.000000 Penalty: 5313.601562
	Iteration 68Q: 3 clusters Score -8437337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -8437334.000000 Penalty: 5313.601562
	Iteration 69Q: 3 clusters Score -8437334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -8437331.000000 Penalty: 5313.601562
	Iteration 70Q: 3 clusters Score -8437331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -8437331.000000 Penalty: 5313.601562
	Iteration 71Q: 3 clusters Score -8437331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -8437328.000000 Penalty: 5313.601562
	Iteration 72Q: 3 clusters Score -8437328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -8437328.000000 Penalty: 5313.601562
	Iteration 73Q: 3 clusters Score -8437328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -8437333.000000 Penalty: 5313.601562
	Iteration 74Q: 3 clusters Score -8437333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -8437336.000000 Penalty: 5313.601562
	Iteration 75Q: 3 clusters Score -8437336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -8437341.000000 Penalty: 5313.601562
	Iteration 76Q: 3 clusters Score -8437341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -8437344.000000 Penalty: 5313.601562
	Iteration 77Q: 3 clusters Score -8437344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -8437343.000000 Penalty: 5313.601562
	Iteration 78Q: 3 clusters Score -8437343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -8437344.000000 Penalty: 5313.601562
	Iteration 79Q: 3 clusters Score -8437344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -8437340.000000 Penalty: 5313.601562
	Iteration 80F: 3 clusters Score -8437340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -8437329.000000 Penalty: 5313.601562
	Iteration 81Q: 3 clusters Score -8437329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -8437338.000000 Penalty: 5313.601562
	Iteration 82Q: 3 clusters Score -8437338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -8437353.000000 Penalty: 5313.601562
	Iteration 83Q: 3 clusters Score -8437353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -8437354.000000 Penalty: 5313.601562
	Iteration 84Q: 3 clusters Score -8437354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -8437339.000000 Penalty: 5313.601562
	Iteration 85Q: 3 clusters Score -8437339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -8437339.000000 Penalty: 5313.601562
	Iteration 86Q: 3 clusters Score -8437339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -8437346.000000 Penalty: 5313.601562
	Iteration 87Q: 3 clusters Score -8437346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -8437339.000000 Penalty: 5313.601562
	Iteration 88Q: 3 clusters Score -8437339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -8437344.000000 Penalty: 5313.601562
	Iteration 89Q: 3 clusters Score -8437344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -8437344.000000 Penalty: 5313.601562
	Iteration 90Q: 3 clusters Score -8437344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -8437340.000000 Penalty: 5313.601562
	Iteration 91Q: 3 clusters Score -8437340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -8437344.000000 Penalty: 5313.601562
	Iteration 92Q: 3 clusters Score -8437344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -8437339.000000 Penalty: 5313.601562
	Iteration 93Q: 3 clusters Score -8437339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -8437324.000000 Penalty: 5313.601562
	Iteration 94Q: 3 clusters Score -8437324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -8437322.000000 Penalty: 5313.601562
	Iteration 95Q: 3 clusters Score -8437322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -8437324.000000 Penalty: 5313.601562
	Iteration 96Q: 3 clusters Score -8437324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -8437323.000000 Penalty: 5313.601562
	Iteration 97Q: 3 clusters Score -8437323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -8437325.000000 Penalty: 5313.601562
	Iteration 98Q: 3 clusters Score -8437325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -8437308.000000 Penalty: 5313.601562
	Iteration 99Q: 3 clusters Score -8437308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -8437308.000000 Penalty: 5313.601562
	Iteration 100F: 3 clusters Score -8437308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Entering Unmasked Estep 
Score: -7879092.500000 Penalty: 2643.419922
	Iteration 0F: 2 clusters Score -7879092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -7850782.500000 Penalty: 5286.839844
	Iteration 0F: 3 clusters Score -7850782 nChanged 19543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -7861562.000000 Penalty: 5286.839844
	Iteration 1F: 3 clusters Score -7861562 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -7862325.000000 Penalty: 5286.839844
	Iteration 2Q: 3 clusters Score -7862325 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -7863320.500000 Penalty: 5286.839844
	Iteration 3Q: 3 clusters Score -7863320 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -7864892.500000 Penalty: 5286.839844
	Iteration 4F: 3 clusters Score -7864892 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -7867081.000000 Penalty: 5286.839844
	Iteration 5F: 3 clusters Score -7867081 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -7869704.000000 Penalty: 5286.839844
	Iteration 6F: 3 clusters Score -7869704 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -7872535.500000 Penalty: 5286.839844
	Iteration 7F: 3 clusters Score -7872536 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -7874830.000000 Penalty: 5286.839844
	Iteration 8F: 3 clusters Score -7874830 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -7876172.000000 Penalty: 5286.839844
	Iteration 9Q: 3 clusters Score -7876172 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -7876831.500000 Penalty: 5286.839844
	Iteration 10Q: 3 clusters Score -7876832 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -7877170.000000 Penalty: 5286.839844
	Iteration 11Q: 3 clusters Score -7877170 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -7877378.000000 Penalty: 5286.839844
	Iteration 12Q: 3 clusters Score -7877378 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7877507.500000 Penalty: 5286.839844
	Iteration 13Q: 3 clusters Score -7877508 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -7877593.500000 Penalty: 5286.839844
	Iteration 14Q: 3 clusters Score -7877594 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -7877668.500000 Penalty: 5286.839844
	Iteration 15Q: 3 clusters Score -7877668 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -7877718.000000 Penalty: 5286.839844
	Iteration 16Q: 3 clusters Score -7877718 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -7877775.500000 Penalty: 5286.839844
	Iteration 17Q: 3 clusters Score -7877776 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -7877808.000000 Penalty: 5286.839844
	Iteration 18Q: 3 clusters Score -7877808 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -7877813.000000 Penalty: 5286.839844
	Iteration 19Q: 3 clusters Score -7877813 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -7877827.000000 Penalty: 5286.839844
	Iteration 20F: 3 clusters Score -7877827 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7877820.500000 Penalty: 5286.839844
	Iteration 21Q: 3 clusters Score -7877820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -7877831.500000 Penalty: 5286.839844
	Iteration 22Q: 3 clusters Score -7877832 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7877846.500000 Penalty: 5286.839844
	Iteration 23Q: 3 clusters Score -7877846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7877850.000000 Penalty: 5286.839844
	Iteration 24Q: 3 clusters Score -7877850 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7877857.000000 Penalty: 5286.839844
	Iteration 25Q: 3 clusters Score -7877857 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7877868.000000 Penalty: 5286.839844
	Iteration 26Q: 3 clusters Score -7877868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -7877897.000000 Penalty: 5286.839844
	Iteration 27Q: 3 clusters Score -7877897 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7877904.500000 Penalty: 5286.839844
	Iteration 28Q: 3 clusters Score -7877904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7877922.000000 Penalty: 5286.839844
	Iteration 29Q: 3 clusters Score -7877922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7877923.000000 Penalty: 5286.839844
	Iteration 30Q: 3 clusters Score -7877923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7877947.500000 Penalty: 5286.839844
	Iteration 31Q: 3 clusters Score -7877948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7877942.500000 Penalty: 5286.839844
	Iteration 32Q: 3 clusters Score -7877942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7877956.500000 Penalty: 5286.839844
	Iteration 33Q: 3 clusters Score -7877956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7877961.500000 Penalty: 5286.839844
	Iteration 34Q: 3 clusters Score -7877962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7877947.000000 Penalty: 5286.839844
	Iteration 35Q: 3 clusters Score -7877947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7877946.500000 Penalty: 5286.839844
	Iteration 36Q: 3 clusters Score -7877946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7877953.000000 Penalty: 5286.839844
	Iteration 37Q: 3 clusters Score -7877953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -7877947.000000 Penalty: 5286.839844
	Iteration 38Q: 3 clusters Score -7877947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7877951.000000 Penalty: 5286.839844
	Iteration 39Q: 3 clusters Score -7877951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7877949.500000 Penalty: 5286.839844
	Iteration 40F: 3 clusters Score -7877950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7877953.000000 Penalty: 5286.839844
	Iteration 41Q: 3 clusters Score -7877953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7877951.500000 Penalty: 5286.839844
	Iteration 42Q: 3 clusters Score -7877952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7877950.500000 Penalty: 5286.839844
	Iteration 43Q: 3 clusters Score -7877950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7877960.000000 Penalty: 5286.839844
	Iteration 44Q: 3 clusters Score -7877960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7877959.500000 Penalty: 5286.839844
	Iteration 45Q: 3 clusters Score -7877960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7877958.000000 Penalty: 5286.839844
	Iteration 46Q: 3 clusters Score -7877958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7877955.000000 Penalty: 5286.839844
	Iteration 47Q: 3 clusters Score -7877955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7877953.000000 Penalty: 5286.839844
	Iteration 48Q: 3 clusters Score -7877953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7877956.500000 Penalty: 5286.839844
	Iteration 49Q: 3 clusters Score -7877956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7877961.000000 Penalty: 5286.839844
	Iteration 50Q: 3 clusters Score -7877961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7877963.000000 Penalty: 5286.839844
	Iteration 51Q: 3 clusters Score -7877963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7877963.000000 Penalty: 5286.839844
	Iteration 52F: 3 clusters Score -7877963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Entering Unmasked Estep 
Score: -6412064.500000 Penalty: 2598.185547
	Iteration 0F: 2 clusters Score -6412064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -6387926.000000 Penalty: 5196.371094
	Iteration 0F: 3 clusters Score -6387926 nChanged 15998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -6396676.500000 Penalty: 5196.371094
	Iteration 1F: 3 clusters Score -6396676 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -6397084.500000 Penalty: 5196.371094
	Iteration 2Q: 3 clusters Score -6397084 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -6397362.000000 Penalty: 5196.371094
	Iteration 3Q: 3 clusters Score -6397362 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -6397637.000000 Penalty: 5196.371094
	Iteration 4Q: 3 clusters Score -6397637 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -6397808.000000 Penalty: 5196.371094
	Iteration 5Q: 3 clusters Score -6397808 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -6397921.500000 Penalty: 5196.371094
	Iteration 6Q: 3 clusters Score -6397922 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -6398110.000000 Penalty: 5196.371094
	Iteration 7Q: 3 clusters Score -6398110 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -6398327.500000 Penalty: 5196.371094
	Iteration 8Q: 3 clusters Score -6398328 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -6398487.500000 Penalty: 5196.371094
	Iteration 9Q: 3 clusters Score -6398488 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -6398681.500000 Penalty: 5196.371094
	Iteration 10Q: 3 clusters Score -6398682 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -6398909.000000 Penalty: 5196.371094
	Iteration 11Q: 3 clusters Score -6398909 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -6399144.000000 Penalty: 5196.371094
	Iteration 12Q: 3 clusters Score -6399144 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -6399512.000000 Penalty: 5196.371094
	Iteration 13Q: 3 clusters Score -6399512 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -6399993.000000 Penalty: 5196.371094
	Iteration 14Q: 3 clusters Score -6399993 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -6400678.500000 Penalty: 5196.371094
	Iteration 15Q: 3 clusters Score -6400678 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -6401689.000000 Penalty: 5196.371094
	Iteration 16Q: 3 clusters Score -6401689 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -6402869.000000 Penalty: 5196.371094
	Iteration 17F: 3 clusters Score -6402869 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -6404249.000000 Penalty: 5196.371094
	Iteration 18F: 3 clusters Score -6404249 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -6405701.500000 Penalty: 5196.371094
	Iteration 19F: 3 clusters Score -6405702 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -6407041.500000 Penalty: 5196.371094
	Iteration 20F: 3 clusters Score -6407042 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6408087.500000 Penalty: 5196.371094
	Iteration 21Q: 3 clusters Score -6408088 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6408797.500000 Penalty: 5196.371094
	Iteration 22Q: 3 clusters Score -6408798 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6409181.500000 Penalty: 5196.371094
	Iteration 23Q: 3 clusters Score -6409182 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6409397.500000 Penalty: 5196.371094
	Iteration 24Q: 3 clusters Score -6409398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6409525.000000 Penalty: 5196.371094
	Iteration 25Q: 3 clusters Score -6409525 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6409596.500000 Penalty: 5196.371094
	Iteration 26Q: 3 clusters Score -6409596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6409641.500000 Penalty: 5196.371094
	Iteration 27Q: 3 clusters Score -6409642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6409670.000000 Penalty: 5196.371094
	Iteration 28Q: 3 clusters Score -6409670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6409714.500000 Penalty: 5196.371094
	Iteration 29Q: 3 clusters Score -6409714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6409731.000000 Penalty: 5196.371094
	Iteration 30Q: 3 clusters Score -6409731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6409746.000000 Penalty: 5196.371094
	Iteration 31Q: 3 clusters Score -6409746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6409753.500000 Penalty: 5196.371094
	Iteration 32Q: 3 clusters Score -6409754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6409757.000000 Penalty: 5196.371094
	Iteration 33Q: 3 clusters Score -6409757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6409764.000000 Penalty: 5196.371094
	Iteration 34Q: 3 clusters Score -6409764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6409767.000000 Penalty: 5196.371094
	Iteration 35Q: 3 clusters Score -6409767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6409771.500000 Penalty: 5196.371094
	Iteration 36Q: 3 clusters Score -6409772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6409775.000000 Penalty: 5196.371094
	Iteration 37Q: 3 clusters Score -6409775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6409777.500000 Penalty: 5196.371094
	Iteration 38Q: 3 clusters Score -6409778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6409779.000000 Penalty: 5196.371094
	Iteration 39Q: 3 clusters Score -6409779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6409783.500000 Penalty: 5196.371094
	Iteration 40F: 3 clusters Score -6409784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6409785.500000 Penalty: 5196.371094
	Iteration 41Q: 3 clusters Score -6409786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6409792.000000 Penalty: 5196.371094
	Iteration 42Q: 3 clusters Score -6409792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6409792.000000 Penalty: 5196.371094
	Iteration 43F: 3 clusters Score -6409792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -48712.707031 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -48712.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47321.207031 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -47321.21 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47564.304688 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -47564.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47636.210938 Penalty: 3029.083252
	Iteration 2Q: 3 clusters Score -47636.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47670.218750 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -47670.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47689.375000 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -47689.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47722.839844 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -47722.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47729.515625 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -47729.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47734.789062 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -47734.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47736.003906 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -47736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47737.562500 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -47737.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47739.601562 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -47739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47739.601562 Penalty: 3029.083252
	Iteration 11F: 3 clusters Score -47739.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Entering Unmasked Estep 
Score: -8493341.000000 Penalty: 2658.538574
	Iteration 0F: 2 clusters Score -8493341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -8464726.000000 Penalty: 5317.077148
	Iteration 0F: 3 clusters Score -8464726 nChanged 20819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -8476098.000000 Penalty: 5317.077148
	Iteration 1F: 3 clusters Score -8476098 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -8476699.000000 Penalty: 5317.077148
	Iteration 2Q: 3 clusters Score -8476699 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -8477364.000000 Penalty: 5317.077148
	Iteration 3Q: 3 clusters Score -8477364 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -8478105.000000 Penalty: 5317.077148
	Iteration 4Q: 3 clusters Score -8478105 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -8478943.000000 Penalty: 5317.077148
	Iteration 5Q: 3 clusters Score -8478943 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -8479781.000000 Penalty: 5317.077148
	Iteration 6Q: 3 clusters Score -8479781 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -8480532.000000 Penalty: 5317.077148
	Iteration 7Q: 3 clusters Score -8480532 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -8481326.000000 Penalty: 5317.077148
	Iteration 8Q: 3 clusters Score -8481326 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -8481985.000000 Penalty: 5317.077148
	Iteration 9Q: 3 clusters Score -8481985 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -8482703.000000 Penalty: 5317.077148
	Iteration 10Q: 3 clusters Score -8482703 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -8483488.000000 Penalty: 5317.077148
	Iteration 11Q: 3 clusters Score -8483488 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -8484320.000000 Penalty: 5317.077148
	Iteration 12Q: 3 clusters Score -8484320 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -8485288.000000 Penalty: 5317.077148
	Iteration 13Q: 3 clusters Score -8485288 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -8486397.000000 Penalty: 5317.077148
	Iteration 14Q: 3 clusters Score -8486397 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -8487507.000000 Penalty: 5317.077148
	Iteration 15Q: 3 clusters Score -8487507 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -8488693.000000 Penalty: 5317.077148
	Iteration 16Q: 3 clusters Score -8488693 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -8489793.000000 Penalty: 5317.077148
	Iteration 17Q: 3 clusters Score -8489793 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -8490692.000000 Penalty: 5317.077148
	Iteration 18Q: 3 clusters Score -8490692 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -8491346.000000 Penalty: 5317.077148
	Iteration 19Q: 3 clusters Score -8491346 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8491674.000000 Penalty: 5317.077148
	Iteration 20F: 3 clusters Score -8491674 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8491880.000000 Penalty: 5317.077148
	Iteration 21Q: 3 clusters Score -8491880 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8491977.000000 Penalty: 5317.077148
	Iteration 22Q: 3 clusters Score -8491977 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8492081.000000 Penalty: 5317.077148
	Iteration 23Q: 3 clusters Score -8492081 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8492118.000000 Penalty: 5317.077148
	Iteration 24Q: 3 clusters Score -8492118 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8492212.000000 Penalty: 5317.077148
	Iteration 25Q: 3 clusters Score -8492212 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8492237.000000 Penalty: 5317.077148
	Iteration 26Q: 3 clusters Score -8492237 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8492267.000000 Penalty: 5317.077148
	Iteration 27Q: 3 clusters Score -8492267 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8492282.000000 Penalty: 5317.077148
	Iteration 28Q: 3 clusters Score -8492282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8492299.000000 Penalty: 5317.077148
	Iteration 29Q: 3 clusters Score -8492299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8492316.000000 Penalty: 5317.077148
	Iteration 30Q: 3 clusters Score -8492316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8492335.000000 Penalty: 5317.077148
	Iteration 31Q: 3 clusters Score -8492335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8492344.000000 Penalty: 5317.077148
	Iteration 32Q: 3 clusters Score -8492344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8492352.000000 Penalty: 5317.077148
	Iteration 33Q: 3 clusters Score -8492352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8492364.000000 Penalty: 5317.077148
	Iteration 34Q: 3 clusters Score -8492364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8492380.000000 Penalty: 5317.077148
	Iteration 35Q: 3 clusters Score -8492380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8492401.000000 Penalty: 5317.077148
	Iteration 36Q: 3 clusters Score -8492401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8492399.000000 Penalty: 5317.077148
	Iteration 37Q: 3 clusters Score -8492399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8492400.000000 Penalty: 5317.077148
	Iteration 38Q: 3 clusters Score -8492400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8492413.000000 Penalty: 5317.077148
	Iteration 39Q: 3 clusters Score -8492413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8492425.000000 Penalty: 5317.077148
	Iteration 40F: 3 clusters Score -8492425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8492420.000000 Penalty: 5317.077148
	Iteration 41Q: 3 clusters Score -8492420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8492416.000000 Penalty: 5317.077148
	Iteration 42Q: 3 clusters Score -8492416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8492422.000000 Penalty: 5317.077148
	Iteration 43Q: 3 clusters Score -8492422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8492418.000000 Penalty: 5317.077148
	Iteration 44Q: 3 clusters Score -8492418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8492426.000000 Penalty: 5317.077148
	Iteration 45Q: 3 clusters Score -8492426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8492423.000000 Penalty: 5317.077148
	Iteration 46Q: 3 clusters Score -8492423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8492416.000000 Penalty: 5317.077148
	Iteration 47Q: 3 clusters Score -8492416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8492427.000000 Penalty: 5317.077148
	Iteration 48Q: 3 clusters Score -8492427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8492423.000000 Penalty: 5317.077148
	Iteration 49Q: 3 clusters Score -8492423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8492434.000000 Penalty: 5317.077148
	Iteration 50Q: 3 clusters Score -8492434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8492436.000000 Penalty: 5317.077148
	Iteration 51Q: 3 clusters Score -8492436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8492444.000000 Penalty: 5317.077148
	Iteration 52Q: 3 clusters Score -8492444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8492442.000000 Penalty: 5317.077148
	Iteration 53Q: 3 clusters Score -8492442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8492439.000000 Penalty: 5317.077148
	Iteration 54Q: 3 clusters Score -8492439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8492442.000000 Penalty: 5317.077148
	Iteration 55Q: 3 clusters Score -8492442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8492442.000000 Penalty: 5317.077148
	Iteration 56Q: 3 clusters Score -8492442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8492442.000000 Penalty: 5317.077148
	Iteration 57F: 3 clusters Score -8492442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Entering Unmasked Estep 
Score: -8297469.500000 Penalty: 2655.622070
	Iteration 0F: 2 clusters Score -8297470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8268239.000000 Penalty: 5311.244141
	Iteration 0F: 3 clusters Score -8268239 nChanged 20613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -8279597.000000 Penalty: 5311.244141
	Iteration 1F: 3 clusters Score -8279597 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -8280145.000000 Penalty: 5311.244141
	Iteration 2Q: 3 clusters Score -8280145 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -8280731.000000 Penalty: 5311.244141
	Iteration 3Q: 3 clusters Score -8280731 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -8281379.000000 Penalty: 5311.244141
	Iteration 4Q: 3 clusters Score -8281379 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -8282133.000000 Penalty: 5311.244141
	Iteration 5Q: 3 clusters Score -8282133 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -8282972.500000 Penalty: 5311.244141
	Iteration 6Q: 3 clusters Score -8282972 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -8283934.500000 Penalty: 5311.244141
	Iteration 7Q: 3 clusters Score -8283934 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -8285159.500000 Penalty: 5311.244141
	Iteration 8Q: 3 clusters Score -8285160 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -8286636.000000 Penalty: 5311.244141
	Iteration 9F: 3 clusters Score -8286636 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -8288145.000000 Penalty: 5311.244141
	Iteration 10F: 3 clusters Score -8288145 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -8289654.000000 Penalty: 5311.244141
	Iteration 11Q: 3 clusters Score -8289654 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -8291068.000000 Penalty: 5311.244141
	Iteration 12Q: 3 clusters Score -8291068 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -8292201.000000 Penalty: 5311.244141
	Iteration 13Q: 3 clusters Score -8292201 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -8293008.000000 Penalty: 5311.244141
	Iteration 14Q: 3 clusters Score -8293008 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8293599.000000 Penalty: 5311.244141
	Iteration 15Q: 3 clusters Score -8293599 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8294113.000000 Penalty: 5311.244141
	Iteration 16Q: 3 clusters Score -8294113 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8294507.500000 Penalty: 5311.244141
	Iteration 17Q: 3 clusters Score -8294508 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8294749.000000 Penalty: 5311.244141
	Iteration 18Q: 3 clusters Score -8294749 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8294919.000000 Penalty: 5311.244141
	Iteration 19Q: 3 clusters Score -8294919 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8295019.500000 Penalty: 5311.244141
	Iteration 20F: 3 clusters Score -8295020 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8295049.500000 Penalty: 5311.244141
	Iteration 21Q: 3 clusters Score -8295050 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8295124.500000 Penalty: 5311.244141
	Iteration 22Q: 3 clusters Score -8295124 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8295158.000000 Penalty: 5311.244141
	Iteration 23Q: 3 clusters Score -8295158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8295195.000000 Penalty: 5311.244141
	Iteration 24Q: 3 clusters Score -8295195 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8295215.000000 Penalty: 5311.244141
	Iteration 25Q: 3 clusters Score -8295215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8295225.000000 Penalty: 5311.244141
	Iteration 26Q: 3 clusters Score -8295225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8295250.500000 Penalty: 5311.244141
	Iteration 27Q: 3 clusters Score -8295250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8295259.000000 Penalty: 5311.244141
	Iteration 28Q: 3 clusters Score -8295259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8295258.000000 Penalty: 5311.244141
	Iteration 29Q: 3 clusters Score -8295258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8295271.500000 Penalty: 5311.244141
	Iteration 30Q: 3 clusters Score -8295272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8295284.000000 Penalty: 5311.244141
	Iteration 31Q: 3 clusters Score -8295284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8295290.500000 Penalty: 5311.244141
	Iteration 32Q: 3 clusters Score -8295290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8295298.000000 Penalty: 5311.244141
	Iteration 33Q: 3 clusters Score -8295298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8295297.500000 Penalty: 5311.244141
	Iteration 34Q: 3 clusters Score -8295298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8295300.500000 Penalty: 5311.244141
	Iteration 35Q: 3 clusters Score -8295300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8295310.000000 Penalty: 5311.244141
	Iteration 36Q: 3 clusters Score -8295310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8295326.000000 Penalty: 5311.244141
	Iteration 37Q: 3 clusters Score -8295326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8295330.000000 Penalty: 5311.244141
	Iteration 38Q: 3 clusters Score -8295330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8295333.500000 Penalty: 5311.244141
	Iteration 39Q: 3 clusters Score -8295334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8295340.000000 Penalty: 5311.244141
	Iteration 40F: 3 clusters Score -8295340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8295345.000000 Penalty: 5311.244141
	Iteration 41Q: 3 clusters Score -8295345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8295349.000000 Penalty: 5311.244141
	Iteration 42Q: 3 clusters Score -8295349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8295348.500000 Penalty: 5311.244141
	Iteration 43Q: 3 clusters Score -8295348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8295348.500000 Penalty: 5311.244141
	Iteration 44Q: 3 clusters Score -8295348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8295353.500000 Penalty: 5311.244141
	Iteration 45Q: 3 clusters Score -8295354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8295359.000000 Penalty: 5311.244141
	Iteration 46Q: 3 clusters Score -8295359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8295364.000000 Penalty: 5311.244141
	Iteration 47Q: 3 clusters Score -8295364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8295360.500000 Penalty: 5311.244141
	Iteration 48Q: 3 clusters Score -8295360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8295361.500000 Penalty: 5311.244141
	Iteration 49Q: 3 clusters Score -8295362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8295360.000000 Penalty: 5311.244141
	Iteration 50Q: 3 clusters Score -8295360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8295359.000000 Penalty: 5311.244141
	Iteration 51Q: 3 clusters Score -8295359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8295368.000000 Penalty: 5311.244141
	Iteration 52Q: 3 clusters Score -8295368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8295364.000000 Penalty: 5311.244141
	Iteration 53Q: 3 clusters Score -8295364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8295367.500000 Penalty: 5311.244141
	Iteration 54Q: 3 clusters Score -8295368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8295373.500000 Penalty: 5311.244141
	Iteration 55Q: 3 clusters Score -8295374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8295373.500000 Penalty: 5311.244141
	Iteration 56F: 3 clusters Score -8295374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -1221170.000000 Penalty: 2180.326416
	Iteration 0F: 2 clusters Score -1221170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1215638.500000 Penalty: 4360.652832
	Iteration 0F: 3 clusters Score -1215638 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1217020.000000 Penalty: 4360.652832
	Iteration 1F: 3 clusters Score -1217020 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1217242.750000 Penalty: 4360.652832
	Iteration 2F: 3 clusters Score -1217243 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1217381.125000 Penalty: 4360.652832
	Iteration 3Q: 3 clusters Score -1217381 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1217477.750000 Penalty: 4360.652832
	Iteration 4Q: 3 clusters Score -1217478 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1217551.000000 Penalty: 4360.652832
	Iteration 5Q: 3 clusters Score -1217551 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1217593.125000 Penalty: 4360.652832
	Iteration 6Q: 3 clusters Score -1217593 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1217634.500000 Penalty: 4360.652832
	Iteration 7Q: 3 clusters Score -1217634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1217666.000000 Penalty: 4360.652832
	Iteration 8Q: 3 clusters Score -1217666 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1217695.750000 Penalty: 4360.652832
	Iteration 9Q: 3 clusters Score -1217696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1217721.875000 Penalty: 4360.652832
	Iteration 10Q: 3 clusters Score -1217722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1217753.500000 Penalty: 4360.652832
	Iteration 11Q: 3 clusters Score -1217754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1217776.500000 Penalty: 4360.652832
	Iteration 12Q: 3 clusters Score -1217776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1217798.625000 Penalty: 4360.652832
	Iteration 13Q: 3 clusters Score -1217799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1217813.000000 Penalty: 4360.652832
	Iteration 14Q: 3 clusters Score -1217813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1217827.125000 Penalty: 4360.652832
	Iteration 15Q: 3 clusters Score -1217827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1217837.000000 Penalty: 4360.652832
	Iteration 16Q: 3 clusters Score -1217837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1217854.125000 Penalty: 4360.652832
	Iteration 17Q: 3 clusters Score -1217854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1217863.500000 Penalty: 4360.652832
	Iteration 18Q: 3 clusters Score -1217864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1217879.875000 Penalty: 4360.652832
	Iteration 19Q: 3 clusters Score -1217880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1217898.375000 Penalty: 4360.652832
	Iteration 20F: 3 clusters Score -1217898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1217918.000000 Penalty: 4360.652832
	Iteration 21Q: 3 clusters Score -1217918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1217934.625000 Penalty: 4360.652832
	Iteration 22Q: 3 clusters Score -1217935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1217952.125000 Penalty: 4360.652832
	Iteration 23Q: 3 clusters Score -1217952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1217969.625000 Penalty: 4360.652832
	Iteration 24Q: 3 clusters Score -1217970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1217984.375000 Penalty: 4360.652832
	Iteration 25Q: 3 clusters Score -1217984 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1218007.750000 Penalty: 4360.652832
	Iteration 26Q: 3 clusters Score -1218008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1218032.750000 Penalty: 4360.652832
	Iteration 27Q: 3 clusters Score -1218033 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1218062.875000 Penalty: 4360.652832
	Iteration 28Q: 3 clusters Score -1218063 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1218094.500000 Penalty: 4360.652832
	Iteration 29Q: 3 clusters Score -1218094 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1218132.000000 Penalty: 4360.652832
	Iteration 30Q: 3 clusters Score -1218132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1218167.875000 Penalty: 4360.652832
	Iteration 31Q: 3 clusters Score -1218168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1218207.250000 Penalty: 4360.652832
	Iteration 32Q: 3 clusters Score -1218207 nChanged 86
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: -1218244.500000 Penalty: 4360.652832
	Iteration 33Q: 3 clusters Score -1218244 nChanged 107
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: -1218292.500000 Penalty: 4360.652832
	Iteration 34Q: 3 clusters Score -1218292 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1218352.250000 Penalty: 4360.652832
	Iteration 35Q: 3 clusters Score -1218352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1218428.000000 Penalty: 4360.652832
	Iteration 36Q: 3 clusters Score -1218428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1218509.250000 Penalty: 4360.652832
	Iteration 37Q: 3 clusters Score -1218509 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1218595.750000 Penalty: 4360.652832
	Iteration 38Q: 3 clusters Score -1218596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1218683.375000 Penalty: 4360.652832
	Iteration 39Q: 3 clusters Score -1218683 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1218770.125000 Penalty: 4360.652832
	Iteration 40F: 3 clusters Score -1218770 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1218856.125000 Penalty: 4360.652832
	Iteration 41Q: 3 clusters Score -1218856 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1218940.750000 Penalty: 4360.652832
	Iteration 42Q: 3 clusters Score -1218941 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1219010.625000 Penalty: 4360.652832
	Iteration 43Q: 3 clusters Score -1219011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1219070.875000 Penalty: 4360.652832
	Iteration 44Q: 3 clusters Score -1219071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1219115.000000 Penalty: 4360.652832
	Iteration 45Q: 3 clusters Score -1219115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1219142.750000 Penalty: 4360.652832
	Iteration 46Q: 3 clusters Score -1219143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1219162.875000 Penalty: 4360.652832
	Iteration 47Q: 3 clusters Score -1219163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1219176.875000 Penalty: 4360.652832
	Iteration 48Q: 3 clusters Score -1219177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1219183.875000 Penalty: 4360.652832
	Iteration 49Q: 3 clusters Score -1219184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1219184.000000 Penalty: 4360.652832
	Iteration 50Q: 3 clusters Score -1219184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1219185.500000 Penalty: 4360.652832
	Iteration 51Q: 3 clusters Score -1219186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1219188.875000 Penalty: 4360.652832
	Iteration 52Q: 3 clusters Score -1219189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1219194.000000 Penalty: 4360.652832
	Iteration 53Q: 3 clusters Score -1219194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1219195.500000 Penalty: 4360.652832
	Iteration 54Q: 3 clusters Score -1219196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1219197.500000 Penalty: 4360.652832
	Iteration 55Q: 3 clusters Score -1219198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1219201.625000 Penalty: 4360.652832
	Iteration 56Q: 3 clusters Score -1219202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1219201.125000 Penalty: 4360.652832
	Iteration 57Q: 3 clusters Score -1219201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1219201.125000 Penalty: 4360.652832
	Iteration 58F: 3 clusters Score -1219201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -95363.375000 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -95363.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93779.890625 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -93779.89 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -93966.453125 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -93966.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -93992.851562 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -93992.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -94002.890625 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -94002.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -94012.351562 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -94012.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -94020.687500 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -94020.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -94021.601562 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -94021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -94021.601562 Penalty: 3120.618408
	Iteration 7F: 3 clusters Score -94021.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -466451.468750 Penalty: 1950.090210
	Iteration 0F: 2 clusters Score -466451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -463471.156250 Penalty: 3900.180420
	Iteration 0F: 3 clusters Score -463471.2 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -464070.000000 Penalty: 3900.180420
	Iteration 1F: 3 clusters Score -464070 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -464187.437500 Penalty: 3900.180420
	Iteration 2F: 3 clusters Score -464187.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -464264.031250 Penalty: 3900.180420
	Iteration 3Q: 3 clusters Score -464264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -464308.125000 Penalty: 3900.180420
	Iteration 4Q: 3 clusters Score -464308.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -464326.187500 Penalty: 3900.180420
	Iteration 5Q: 3 clusters Score -464326.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -464335.718750 Penalty: 3900.180420
	Iteration 6Q: 3 clusters Score -464335.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -464343.000000 Penalty: 3900.180420
	Iteration 7Q: 3 clusters Score -464343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -464346.000000 Penalty: 3900.180420
	Iteration 8Q: 3 clusters Score -464346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -464348.343750 Penalty: 3900.180420
	Iteration 9Q: 3 clusters Score -464348.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -464348.625000 Penalty: 3900.180420
	Iteration 10Q: 3 clusters Score -464348.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -464350.093750 Penalty: 3900.180420
	Iteration 11Q: 3 clusters Score -464350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -464351.125000 Penalty: 3900.180420
	Iteration 12Q: 3 clusters Score -464351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -464352.031250 Penalty: 3900.180420
	Iteration 13Q: 3 clusters Score -464352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -464352.406250 Penalty: 3900.180420
	Iteration 14Q: 3 clusters Score -464352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -464353.437500 Penalty: 3900.180420
	Iteration 15Q: 3 clusters Score -464353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -464353.718750 Penalty: 3900.180420
	Iteration 16Q: 3 clusters Score -464353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -464354.906250 Penalty: 3900.180420
	Iteration 17Q: 3 clusters Score -464354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -464355.312500 Penalty: 3900.180420
	Iteration 18Q: 3 clusters Score -464355.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -464355.312500 Penalty: 3900.180420
	Iteration 19F: 3 clusters Score -464355.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -182815.859375 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -182815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -180867.828125 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -180867.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -181207.671875 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -181207.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -181302.953125 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -181303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -181345.968750 Penalty: 3478.455811
	Iteration 3Q: 3 clusters Score -181346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -181384.921875 Penalty: 3478.455811
	Iteration 4Q: 3 clusters Score -181384.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -181413.562500 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -181413.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -181441.203125 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -181441.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -181463.515625 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -181463.5 nChanged 13
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: -181492.046875 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -181492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -181506.078125 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -181506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -181516.875000 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -181516.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -181528.093750 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -181528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -181534.953125 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -181535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -181541.921875 Penalty: 3478.455811
	Iteration 13Q: 3 clusters Score -181541.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -181549.031250 Penalty: 3478.455811
	Iteration 14Q: 3 clusters Score -181549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -181554.359375 Penalty: 3478.455811
	Iteration 15Q: 3 clusters Score -181554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -181556.515625 Penalty: 3478.455811
	Iteration 16Q: 3 clusters Score -181556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -181556.515625 Penalty: 3478.455811
	Iteration 17F: 3 clusters Score -181556.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -94822.726562 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -94822.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93326.726562 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -93326.73 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93580.906250 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -93580.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -93701.953125 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -93701.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -93803.148438 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -93803.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -93842.500000 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -93842.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -93882.851562 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -93882.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -93909.210938 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -93909.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -93938.335938 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -93938.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -93965.773438 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -93965.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -93988.828125 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -93988.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -94004.210938 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -94004.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -94014.554688 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -94014.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -94020.390625 Penalty: 3154.348633
	Iteration 12Q: 3 clusters Score -94020.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -94023.226562 Penalty: 3154.348633
	Iteration 13Q: 3 clusters Score -94023.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -94027.492188 Penalty: 3154.348633
	Iteration 14Q: 3 clusters Score -94027.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -94027.492188 Penalty: 3154.348633
	Iteration 15F: 3 clusters Score -94027.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -303443.343750 Penalty: 1851.198486
	Iteration 0F: 2 clusters Score -303443.3 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 858 members 
Entering Unmasked Estep 
Score: -301009.343750 Penalty: 3702.396973
	Iteration 0F: 3 clusters Score -301009.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -301435.562500 Penalty: 3702.396973
	Iteration 1F: 3 clusters Score -301435.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -301558.843750 Penalty: 3702.396973
	Iteration 2F: 3 clusters Score -301558.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -301632.375000 Penalty: 3702.396973
	Iteration 3Q: 3 clusters Score -301632.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -301669.156250 Penalty: 3702.396973
	Iteration 4Q: 3 clusters Score -301669.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -301698.187500 Penalty: 3702.396973
	Iteration 5Q: 3 clusters Score -301698.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -301717.781250 Penalty: 3702.396973
	Iteration 6Q: 3 clusters Score -301717.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -301728.687500 Penalty: 3702.396973
	Iteration 7Q: 3 clusters Score -301728.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -301742.875000 Penalty: 3702.396973
	Iteration 8Q: 3 clusters Score -301742.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -301759.312500 Penalty: 3702.396973
	Iteration 9Q: 3 clusters Score -301759.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -301781.000000 Penalty: 3702.396973
	Iteration 10Q: 3 clusters Score -301781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -301792.093750 Penalty: 3702.396973
	Iteration 11Q: 3 clusters Score -301792.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -301803.187500 Penalty: 3702.396973
	Iteration 12Q: 3 clusters Score -301803.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -301817.625000 Penalty: 3702.396973
	Iteration 13Q: 3 clusters Score -301817.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -301822.031250 Penalty: 3702.396973
	Iteration 14Q: 3 clusters Score -301822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -301826.250000 Penalty: 3702.396973
	Iteration 15Q: 3 clusters Score -301826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -301829.343750 Penalty: 3702.396973
	Iteration 16Q: 3 clusters Score -301829.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -301835.406250 Penalty: 3702.396973
	Iteration 17Q: 3 clusters Score -301835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -301841.437500 Penalty: 3702.396973
	Iteration 18Q: 3 clusters Score -301841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -301843.750000 Penalty: 3702.396973
	Iteration 19Q: 3 clusters Score -301843.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -301843.750000 Penalty: 3702.396973
	Iteration 20F: 3 clusters Score -301843.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -685812.500000 Penalty: 2035.705811
	Iteration 0F: 2 clusters Score -685812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -682186.687500 Penalty: 4071.411621
	Iteration 0F: 3 clusters Score -682186.7 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -682953.875000 Penalty: 4071.411621
	Iteration 1F: 3 clusters Score -682953.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -683110.125000 Penalty: 4071.411621
	Iteration 2F: 3 clusters Score -683110.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -683217.250000 Penalty: 4071.411621
	Iteration 3Q: 3 clusters Score -683217.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -683279.375000 Penalty: 4071.411621
	Iteration 4Q: 3 clusters Score -683279.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -683315.250000 Penalty: 4071.411621
	Iteration 5Q: 3 clusters Score -683315.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -683334.125000 Penalty: 4071.411621
	Iteration 6Q: 3 clusters Score -683334.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -683356.062500 Penalty: 4071.411621
	Iteration 7Q: 3 clusters Score -683356.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -683369.500000 Penalty: 4071.411621
	Iteration 8Q: 3 clusters Score -683369.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -683379.000000 Penalty: 4071.411621
	Iteration 9Q: 3 clusters Score -683379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -683387.562500 Penalty: 4071.411621
	Iteration 10Q: 3 clusters Score -683387.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -683395.375000 Penalty: 4071.411621
	Iteration 11Q: 3 clusters Score -683395.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -683401.250000 Penalty: 4071.411621
	Iteration 12Q: 3 clusters Score -683401.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -683406.687500 Penalty: 4071.411621
	Iteration 13Q: 3 clusters Score -683406.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -683413.187500 Penalty: 4071.411621
	Iteration 14Q: 3 clusters Score -683413.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -683416.312500 Penalty: 4071.411621
	Iteration 15Q: 3 clusters Score -683416.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -683420.125000 Penalty: 4071.411621
	Iteration 16Q: 3 clusters Score -683420.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -683422.437500 Penalty: 4071.411621
	Iteration 17Q: 3 clusters Score -683422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -683423.250000 Penalty: 4071.411621
	Iteration 18Q: 3 clusters Score -683423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -683422.812500 Penalty: 4071.411621
	Iteration 19Q: 3 clusters Score -683422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -683422.625000 Penalty: 4071.411621
	Iteration 20F: 3 clusters Score -683422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -111003.078125 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -111003.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -109348.476562 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -109348.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -109617.820312 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -109617.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -109700.265625 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -109700.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -109734.867188 Penalty: 3195.500000
	Iteration 3Q: 3 clusters Score -109734.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -109759.351562 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -109759.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -109786.382812 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -109786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -109797.679688 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -109797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -109807.359375 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -109807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109811.789062 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -109811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -109813.226562 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -109813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -109814.453125 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -109814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -109819.265625 Penalty: 3195.500000
	Iteration 11Q: 3 clusters Score -109819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -109819.265625 Penalty: 3195.500000
	Iteration 12F: 3 clusters Score -109819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Entering Unmasked Estep 
Score: -7933208.500000 Penalty: 2644.431641
	Iteration 0F: 2 clusters Score -7933208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -7905091.500000 Penalty: 5288.863281
	Iteration 0F: 3 clusters Score -7905092 nChanged 19602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -7915766.000000 Penalty: 5288.863281
	Iteration 1F: 3 clusters Score -7915766 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -7916336.500000 Penalty: 5288.863281
	Iteration 2Q: 3 clusters Score -7916336 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -7916905.500000 Penalty: 5288.863281
	Iteration 3Q: 3 clusters Score -7916906 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -7917568.500000 Penalty: 5288.863281
	Iteration 4Q: 3 clusters Score -7917568 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -7918321.000000 Penalty: 5288.863281
	Iteration 5Q: 3 clusters Score -7918321 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -7919344.000000 Penalty: 5288.863281
	Iteration 6Q: 3 clusters Score -7919344 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -7920717.000000 Penalty: 5288.863281
	Iteration 7F: 3 clusters Score -7920717 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -7922534.500000 Penalty: 5288.863281
	Iteration 8F: 3 clusters Score -7922534 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -7924610.500000 Penalty: 5288.863281
	Iteration 9F: 3 clusters Score -7924610 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -7926684.500000 Penalty: 5288.863281
	Iteration 10F: 3 clusters Score -7926684 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -7928631.000000 Penalty: 5288.863281
	Iteration 11F: 3 clusters Score -7928631 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -7930125.000000 Penalty: 5288.863281
	Iteration 12Q: 3 clusters Score -7930125 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -7931165.000000 Penalty: 5288.863281
	Iteration 13Q: 3 clusters Score -7931165 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7931832.000000 Penalty: 5288.863281
	Iteration 14Q: 3 clusters Score -7931832 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -7932102.500000 Penalty: 5288.863281
	Iteration 15Q: 3 clusters Score -7932102 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -7932218.500000 Penalty: 5288.863281
	Iteration 16Q: 3 clusters Score -7932218 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -7932249.500000 Penalty: 5288.863281
	Iteration 17Q: 3 clusters Score -7932250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -7932258.000000 Penalty: 5288.863281
	Iteration 18Q: 3 clusters Score -7932258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7932271.500000 Penalty: 5288.863281
	Iteration 19Q: 3 clusters Score -7932272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -7932282.500000 Penalty: 5288.863281
	Iteration 20F: 3 clusters Score -7932282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -7932281.500000 Penalty: 5288.863281
	Iteration 21Q: 3 clusters Score -7932282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -7932302.500000 Penalty: 5288.863281
	Iteration 22Q: 3 clusters Score -7932302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -7932304.500000 Penalty: 5288.863281
	Iteration 23Q: 3 clusters Score -7932304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -7932314.500000 Penalty: 5288.863281
	Iteration 24Q: 3 clusters Score -7932314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -7932316.000000 Penalty: 5288.863281
	Iteration 25Q: 3 clusters Score -7932316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -7932309.500000 Penalty: 5288.863281
	Iteration 26Q: 3 clusters Score -7932310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -7932309.500000 Penalty: 5288.863281
	Iteration 27Q: 3 clusters Score -7932310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -7932308.500000 Penalty: 5288.863281
	Iteration 28Q: 3 clusters Score -7932308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -7932320.000000 Penalty: 5288.863281
	Iteration 29Q: 3 clusters Score -7932320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -7932325.500000 Penalty: 5288.863281
	Iteration 30Q: 3 clusters Score -7932326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -7932316.000000 Penalty: 5288.863281
	Iteration 31Q: 3 clusters Score -7932316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -7932324.000000 Penalty: 5288.863281
	Iteration 32Q: 3 clusters Score -7932324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -7932314.000000 Penalty: 5288.863281
	Iteration 33Q: 3 clusters Score -7932314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -7932310.000000 Penalty: 5288.863281
	Iteration 34Q: 3 clusters Score -7932310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -7932311.000000 Penalty: 5288.863281
	Iteration 35Q: 3 clusters Score -7932311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -7932316.500000 Penalty: 5288.863281
	Iteration 36Q: 3 clusters Score -7932316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -7932311.500000 Penalty: 5288.863281
	Iteration 37Q: 3 clusters Score -7932312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -7932311.500000 Penalty: 5288.863281
	Iteration 38Q: 3 clusters Score -7932312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -7932311.500000 Penalty: 5288.863281
	Iteration 39F: 3 clusters Score -7932312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -42567.394531 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -42567.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41422.484375 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -41422.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41536.960938 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -41536.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41572.308594 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -41572.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41582.960938 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -41582.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41590.238281 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -41590.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41590.238281 Penalty: 2742.596680
	Iteration 5F: 3 clusters Score -41590.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Entering Unmasked Estep 
Score: -8237548.500000 Penalty: 2653.427490
	Iteration 0F: 2 clusters Score -8237548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -8208787.000000 Penalty: 5306.854980
	Iteration 0F: 3 clusters Score -8208787 nChanged 20387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -8220357.500000 Penalty: 5306.854980
	Iteration 1F: 3 clusters Score -8220358 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -8221378.500000 Penalty: 5306.854980
	Iteration 2Q: 3 clusters Score -8221378 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -8222583.000000 Penalty: 5306.854980
	Iteration 3F: 3 clusters Score -8222583 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -8224205.000000 Penalty: 5306.854980
	Iteration 4F: 3 clusters Score -8224205 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -8226293.500000 Penalty: 5306.854980
	Iteration 5F: 3 clusters Score -8226294 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -8228812.000000 Penalty: 5306.854980
	Iteration 6F: 3 clusters Score -8228812 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -8231661.000000 Penalty: 5306.854980
	Iteration 7F: 3 clusters Score -8231661 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -8233904.000000 Penalty: 5306.854980
	Iteration 8F: 3 clusters Score -8233904 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -8234719.000000 Penalty: 5306.854980
	Iteration 9Q: 3 clusters Score -8234719 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -8234951.000000 Penalty: 5306.854980
	Iteration 10Q: 3 clusters Score -8234951 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -8235074.000000 Penalty: 5306.854980
	Iteration 11Q: 3 clusters Score -8235074 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -8235164.500000 Penalty: 5306.854980
	Iteration 12Q: 3 clusters Score -8235164 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -8235193.500000 Penalty: 5306.854980
	Iteration 13Q: 3 clusters Score -8235194 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -8235229.000000 Penalty: 5306.854980
	Iteration 14Q: 3 clusters Score -8235229 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -8235251.500000 Penalty: 5306.854980
	Iteration 15Q: 3 clusters Score -8235252 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -8235244.500000 Penalty: 5306.854980
	Iteration 16Q: 3 clusters Score -8235244 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -8235218.000000 Penalty: 5306.854980
	Iteration 17Q: 3 clusters Score -8235218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -8235223.000000 Penalty: 5306.854980
	Iteration 18Q: 3 clusters Score -8235223 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -8235214.500000 Penalty: 5306.854980
	Iteration 19Q: 3 clusters Score -8235214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -8235239.500000 Penalty: 5306.854980
	Iteration 20F: 3 clusters Score -8235240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -8235220.000000 Penalty: 5306.854980
	Iteration 21Q: 3 clusters Score -8235220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -8235219.500000 Penalty: 5306.854980
	Iteration 22Q: 3 clusters Score -8235220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -8235214.500000 Penalty: 5306.854980
	Iteration 23Q: 3 clusters Score -8235214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -8235216.500000 Penalty: 5306.854980
	Iteration 24Q: 3 clusters Score -8235216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -8235222.500000 Penalty: 5306.854980
	Iteration 25Q: 3 clusters Score -8235222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -8235226.000000 Penalty: 5306.854980
	Iteration 26Q: 3 clusters Score -8235226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -8235202.000000 Penalty: 5306.854980
	Iteration 27Q: 3 clusters Score -8235202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -8235197.000000 Penalty: 5306.854980
	Iteration 28Q: 3 clusters Score -8235197 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -8235200.500000 Penalty: 5306.854980
	Iteration 29Q: 3 clusters Score -8235200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -8235204.500000 Penalty: 5306.854980
	Iteration 30Q: 3 clusters Score -8235204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -8235205.500000 Penalty: 5306.854980
	Iteration 31Q: 3 clusters Score -8235206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -8235203.000000 Penalty: 5306.854980
	Iteration 32Q: 3 clusters Score -8235203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -8235196.000000 Penalty: 5306.854980
	Iteration 33Q: 3 clusters Score -8235196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -8235189.500000 Penalty: 5306.854980
	Iteration 34Q: 3 clusters Score -8235190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -8235196.500000 Penalty: 5306.854980
	Iteration 35Q: 3 clusters Score -8235196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -8235197.500000 Penalty: 5306.854980
	Iteration 36Q: 3 clusters Score -8235198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -8235211.000000 Penalty: 5306.854980
	Iteration 37Q: 3 clusters Score -8235211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -8235219.000000 Penalty: 5306.854980
	Iteration 38Q: 3 clusters Score -8235219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -8235202.000000 Penalty: 5306.854980
	Iteration 39Q: 3 clusters Score -8235202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -8235199.000000 Penalty: 5306.854980
	Iteration 40F: 3 clusters Score -8235199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -8235205.500000 Penalty: 5306.854980
	Iteration 41Q: 3 clusters Score -8235206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -8235206.000000 Penalty: 5306.854980
	Iteration 42Q: 3 clusters Score -8235206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -8235199.500000 Penalty: 5306.854980
	Iteration 43Q: 3 clusters Score -8235200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -8235206.000000 Penalty: 5306.854980
	Iteration 44Q: 3 clusters Score -8235206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -8235204.000000 Penalty: 5306.854980
	Iteration 45Q: 3 clusters Score -8235204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -8235196.500000 Penalty: 5306.854980
	Iteration 46Q: 3 clusters Score -8235196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -8235201.500000 Penalty: 5306.854980
	Iteration 47Q: 3 clusters Score -8235202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -8235195.500000 Penalty: 5306.854980
	Iteration 48Q: 3 clusters Score -8235196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -8235204.000000 Penalty: 5306.854980
	Iteration 49Q: 3 clusters Score -8235204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -8235199.000000 Penalty: 5306.854980
	Iteration 50Q: 3 clusters Score -8235199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -8235205.000000 Penalty: 5306.854980
	Iteration 51Q: 3 clusters Score -8235205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -8235204.500000 Penalty: 5306.854980
	Iteration 52Q: 3 clusters Score -8235204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -8235216.000000 Penalty: 5306.854980
	Iteration 53Q: 3 clusters Score -8235216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -8235209.000000 Penalty: 5306.854980
	Iteration 54Q: 3 clusters Score -8235209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -8235206.000000 Penalty: 5306.854980
	Iteration 55Q: 3 clusters Score -8235206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -8235209.000000 Penalty: 5306.854980
	Iteration 56Q: 3 clusters Score -8235209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -8235212.000000 Penalty: 5306.854980
	Iteration 57Q: 3 clusters Score -8235212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -8235204.000000 Penalty: 5306.854980
	Iteration 58Q: 3 clusters Score -8235204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -8235204.000000 Penalty: 5306.854980
	Iteration 59Q: 3 clusters Score -8235204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -8235199.000000 Penalty: 5306.854980
	Iteration 60F: 3 clusters Score -8235199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -8235200.000000 Penalty: 5306.854980
	Iteration 61Q: 3 clusters Score -8235200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -8235199.000000 Penalty: 5306.854980
	Iteration 62Q: 3 clusters Score -8235199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -8235203.500000 Penalty: 5306.854980
	Iteration 63Q: 3 clusters Score -8235204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -8235208.000000 Penalty: 5306.854980
	Iteration 64Q: 3 clusters Score -8235208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -8235201.500000 Penalty: 5306.854980
	Iteration 65Q: 3 clusters Score -8235202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -8235207.000000 Penalty: 5306.854980
	Iteration 66Q: 3 clusters Score -8235207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -8235205.000000 Penalty: 5306.854980
	Iteration 67Q: 3 clusters Score -8235205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -8235201.000000 Penalty: 5306.854980
	Iteration 68Q: 3 clusters Score -8235201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -8235200.500000 Penalty: 5306.854980
	Iteration 69Q: 3 clusters Score -8235200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -8235204.500000 Penalty: 5306.854980
	Iteration 70Q: 3 clusters Score -8235204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -8235205.500000 Penalty: 5306.854980
	Iteration 71Q: 3 clusters Score -8235206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -8235189.000000 Penalty: 5306.854980
	Iteration 72Q: 3 clusters Score -8235189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -8235187.000000 Penalty: 5306.854980
	Iteration 73Q: 3 clusters Score -8235187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -8235185.500000 Penalty: 5306.854980
	Iteration 74Q: 3 clusters Score -8235186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -8235186.500000 Penalty: 5306.854980
	Iteration 75Q: 3 clusters Score -8235186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -8235182.000000 Penalty: 5306.854980
	Iteration 76Q: 3 clusters Score -8235182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -8235191.000000 Penalty: 5306.854980
	Iteration 77Q: 3 clusters Score -8235191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -8235177.500000 Penalty: 5306.854980
	Iteration 78Q: 3 clusters Score -8235178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -8235185.500000 Penalty: 5306.854980
	Iteration 79Q: 3 clusters Score -8235186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -8235186.000000 Penalty: 5306.854980
	Iteration 80F: 3 clusters Score -8235186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -8235189.000000 Penalty: 5306.854980
	Iteration 81Q: 3 clusters Score -8235189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -8235186.000000 Penalty: 5306.854980
	Iteration 82Q: 3 clusters Score -8235186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -8235190.000000 Penalty: 5306.854980
	Iteration 83Q: 3 clusters Score -8235190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -8235192.000000 Penalty: 5306.854980
	Iteration 84Q: 3 clusters Score -8235192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -8235182.000000 Penalty: 5306.854980
	Iteration 85Q: 3 clusters Score -8235182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -8235185.000000 Penalty: 5306.854980
	Iteration 86Q: 3 clusters Score -8235185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -8235182.500000 Penalty: 5306.854980
	Iteration 87Q: 3 clusters Score -8235182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -8235202.500000 Penalty: 5306.854980
	Iteration 88Q: 3 clusters Score -8235202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -8235182.500000 Penalty: 5306.854980
	Iteration 89Q: 3 clusters Score -8235182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -8235180.000000 Penalty: 5306.854980
	Iteration 90Q: 3 clusters Score -8235180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -8235178.500000 Penalty: 5306.854980
	Iteration 91Q: 3 clusters Score -8235178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -8235181.000000 Penalty: 5306.854980
	Iteration 92Q: 3 clusters Score -8235181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -8235189.000000 Penalty: 5306.854980
	Iteration 93Q: 3 clusters Score -8235189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -8235177.500000 Penalty: 5306.854980
	Iteration 94Q: 3 clusters Score -8235178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -8235186.000000 Penalty: 5306.854980
	Iteration 95Q: 3 clusters Score -8235186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -8235183.500000 Penalty: 5306.854980
	Iteration 96Q: 3 clusters Score -8235184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -8235191.500000 Penalty: 5306.854980
	Iteration 97Q: 3 clusters Score -8235192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -8235187.000000 Penalty: 5306.854980
	Iteration 98Q: 3 clusters Score -8235187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -8235192.500000 Penalty: 5306.854980
	Iteration 99Q: 3 clusters Score -8235192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -8235200.000000 Penalty: 5306.854980
	Iteration 100F: 3 clusters Score -8235200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -8235196.500000 Penalty: 5306.854980
	Iteration 101Q: 3 clusters Score -8235196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -8235201.500000 Penalty: 5306.854980
	Iteration 102Q: 3 clusters Score -8235202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -8235205.000000 Penalty: 5306.854980
	Iteration 103Q: 3 clusters Score -8235205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -8235209.500000 Penalty: 5306.854980
	Iteration 104Q: 3 clusters Score -8235210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -8235200.000000 Penalty: 5306.854980
	Iteration 105Q: 3 clusters Score -8235200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -8235211.000000 Penalty: 5306.854980
	Iteration 106Q: 3 clusters Score -8235211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -8235208.500000 Penalty: 5306.854980
	Iteration 107Q: 3 clusters Score -8235208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -8235212.500000 Penalty: 5306.854980
	Iteration 108Q: 3 clusters Score -8235212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -8235208.000000 Penalty: 5306.854980
	Iteration 109Q: 3 clusters Score -8235208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -8235212.000000 Penalty: 5306.854980
	Iteration 110Q: 3 clusters Score -8235212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -8235207.000000 Penalty: 5306.854980
	Iteration 111Q: 3 clusters Score -8235207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -8235201.500000 Penalty: 5306.854980
	Iteration 112Q: 3 clusters Score -8235202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -8235203.000000 Penalty: 5306.854980
	Iteration 113Q: 3 clusters Score -8235203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -8235206.000000 Penalty: 5306.854980
	Iteration 114Q: 3 clusters Score -8235206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -8235206.000000 Penalty: 5306.854980
	Iteration 115F: 3 clusters Score -8235206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -103548.531250 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -103548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101805.695312 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -101805.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102237.406250 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -102237.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102420.445312 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -102420.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102500.898438 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -102500.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102571.328125 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -102571.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102627.132812 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -102627.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102716.273438 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -102716.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102837.492188 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -102837.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102895.898438 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -102895.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102968.226562 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -102968.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103030.148438 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -103030.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103060.492188 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -103060.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103078.625000 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -103078.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103101.765625 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -103101.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103135.875000 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -103135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103162.382812 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -103162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103175.835938 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -103175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103179.156250 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -103179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103187.757812 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -103187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -103193.164062 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -103193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103211.867188 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -103211.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103248.304688 Penalty: 3311.208252
	Iteration 21Q: 3 clusters Score -103248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103273.796875 Penalty: 3311.208252
	Iteration 22Q: 3 clusters Score -103273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103296.453125 Penalty: 3311.208252
	Iteration 23Q: 3 clusters Score -103296.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103321.539062 Penalty: 3311.208252
	Iteration 24Q: 3 clusters Score -103321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103333.328125 Penalty: 3311.208252
	Iteration 25Q: 3 clusters Score -103333.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103351.367188 Penalty: 3311.208252
	Iteration 26Q: 3 clusters Score -103351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -103370.421875 Penalty: 3311.208252
	Iteration 27Q: 3 clusters Score -103370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103388.234375 Penalty: 3311.208252
	Iteration 28Q: 3 clusters Score -103388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103399.765625 Penalty: 3311.208252
	Iteration 29Q: 3 clusters Score -103399.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103418.093750 Penalty: 3311.208252
	Iteration 30Q: 3 clusters Score -103418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103450.976562 Penalty: 3311.208252
	Iteration 31Q: 3 clusters Score -103451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103472.882812 Penalty: 3311.208252
	Iteration 32Q: 3 clusters Score -103472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103495.921875 Penalty: 3311.208252
	Iteration 33Q: 3 clusters Score -103495.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -103507.390625 Penalty: 3311.208252
	Iteration 34Q: 3 clusters Score -103507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -103510.796875 Penalty: 3311.208252
	Iteration 35Q: 3 clusters Score -103510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103511.578125 Penalty: 3311.208252
	Iteration 36Q: 3 clusters Score -103511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103511.578125 Penalty: 3311.208252
	Iteration 37F: 3 clusters Score -103511.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Entering Unmasked Estep 
Score: -6983574.000000 Penalty: 2615.081543
	Iteration 0F: 2 clusters Score -6983574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -6957750.000000 Penalty: 5230.163086
	Iteration 0F: 3 clusters Score -6957750 nChanged 17310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -6967166.000000 Penalty: 5230.163086
	Iteration 1F: 3 clusters Score -6967166 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -6967526.000000 Penalty: 5230.163086
	Iteration 2Q: 3 clusters Score -6967526 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -6967886.000000 Penalty: 5230.163086
	Iteration 3Q: 3 clusters Score -6967886 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -6968230.000000 Penalty: 5230.163086
	Iteration 4Q: 3 clusters Score -6968230 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -6968571.500000 Penalty: 5230.163086
	Iteration 5Q: 3 clusters Score -6968572 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -6968935.000000 Penalty: 5230.163086
	Iteration 6Q: 3 clusters Score -6968935 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -6969374.500000 Penalty: 5230.163086
	Iteration 7Q: 3 clusters Score -6969374 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -6969957.500000 Penalty: 5230.163086
	Iteration 8Q: 3 clusters Score -6969958 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -6970939.000000 Penalty: 5230.163086
	Iteration 9Q: 3 clusters Score -6970939 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -6972291.500000 Penalty: 5230.163086
	Iteration 10F: 3 clusters Score -6972292 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -6974255.000000 Penalty: 5230.163086
	Iteration 11F: 3 clusters Score -6974255 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -6976423.000000 Penalty: 5230.163086
	Iteration 12F: 3 clusters Score -6976423 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -6978213.000000 Penalty: 5230.163086
	Iteration 13F: 3 clusters Score -6978213 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -6979268.500000 Penalty: 5230.163086
	Iteration 14Q: 3 clusters Score -6979268 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -6979939.000000 Penalty: 5230.163086
	Iteration 15Q: 3 clusters Score -6979939 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -6980348.000000 Penalty: 5230.163086
	Iteration 16Q: 3 clusters Score -6980348 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -6980665.000000 Penalty: 5230.163086
	Iteration 17Q: 3 clusters Score -6980665 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -6980896.500000 Penalty: 5230.163086
	Iteration 18Q: 3 clusters Score -6980896 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -6981082.000000 Penalty: 5230.163086
	Iteration 19Q: 3 clusters Score -6981082 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -6981201.000000 Penalty: 5230.163086
	Iteration 20F: 3 clusters Score -6981201 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -6981309.500000 Penalty: 5230.163086
	Iteration 21Q: 3 clusters Score -6981310 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -6981394.000000 Penalty: 5230.163086
	Iteration 22Q: 3 clusters Score -6981394 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -6981420.000000 Penalty: 5230.163086
	Iteration 23Q: 3 clusters Score -6981420 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -6981450.500000 Penalty: 5230.163086
	Iteration 24Q: 3 clusters Score -6981450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -6981472.500000 Penalty: 5230.163086
	Iteration 25Q: 3 clusters Score -6981472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -6981497.500000 Penalty: 5230.163086
	Iteration 26Q: 3 clusters Score -6981498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -6981494.500000 Penalty: 5230.163086
	Iteration 27Q: 3 clusters Score -6981494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -6981518.000000 Penalty: 5230.163086
	Iteration 28Q: 3 clusters Score -6981518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -6981531.000000 Penalty: 5230.163086
	Iteration 29Q: 3 clusters Score -6981531 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -6981534.500000 Penalty: 5230.163086
	Iteration 30Q: 3 clusters Score -6981534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -6981558.500000 Penalty: 5230.163086
	Iteration 31Q: 3 clusters Score -6981558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -6981555.500000 Penalty: 5230.163086
	Iteration 32Q: 3 clusters Score -6981556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -6981559.500000 Penalty: 5230.163086
	Iteration 33Q: 3 clusters Score -6981560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -6981558.500000 Penalty: 5230.163086
	Iteration 34Q: 3 clusters Score -6981558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -6981557.000000 Penalty: 5230.163086
	Iteration 35Q: 3 clusters Score -6981557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -6981547.500000 Penalty: 5230.163086
	Iteration 36Q: 3 clusters Score -6981548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -6981556.000000 Penalty: 5230.163086
	Iteration 37Q: 3 clusters Score -6981556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -6981549.500000 Penalty: 5230.163086
	Iteration 38Q: 3 clusters Score -6981550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -6981558.500000 Penalty: 5230.163086
	Iteration 39Q: 3 clusters Score -6981558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -6981560.000000 Penalty: 5230.163086
	Iteration 40F: 3 clusters Score -6981560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -6981557.500000 Penalty: 5230.163086
	Iteration 41Q: 3 clusters Score -6981558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -6981557.000000 Penalty: 5230.163086
	Iteration 42Q: 3 clusters Score -6981557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -6981563.000000 Penalty: 5230.163086
	Iteration 43Q: 3 clusters Score -6981563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -6981574.500000 Penalty: 5230.163086
	Iteration 44Q: 3 clusters Score -6981574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -6981569.000000 Penalty: 5230.163086
	Iteration 45Q: 3 clusters Score -6981569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -6981580.000000 Penalty: 5230.163086
	Iteration 46Q: 3 clusters Score -6981580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -6981581.000000 Penalty: 5230.163086
	Iteration 47Q: 3 clusters Score -6981581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -6981574.000000 Penalty: 5230.163086
	Iteration 48Q: 3 clusters Score -6981574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -6981575.000000 Penalty: 5230.163086
	Iteration 49Q: 3 clusters Score -6981575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -6981576.500000 Penalty: 5230.163086
	Iteration 50Q: 3 clusters Score -6981576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -6981583.500000 Penalty: 5230.163086
	Iteration 51Q: 3 clusters Score -6981584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -6981592.000000 Penalty: 5230.163086
	Iteration 52Q: 3 clusters Score -6981592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -6981590.500000 Penalty: 5230.163086
	Iteration 53Q: 3 clusters Score -6981590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -6981599.000000 Penalty: 5230.163086
	Iteration 54Q: 3 clusters Score -6981599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -6981593.500000 Penalty: 5230.163086
	Iteration 55Q: 3 clusters Score -6981594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -6981595.000000 Penalty: 5230.163086
	Iteration 56Q: 3 clusters Score -6981595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -6981594.000000 Penalty: 5230.163086
	Iteration 57Q: 3 clusters Score -6981594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6981589.000000 Penalty: 5230.163086
	Iteration 58Q: 3 clusters Score -6981589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -6981579.500000 Penalty: 5230.163086
	Iteration 59Q: 3 clusters Score -6981580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -6981586.500000 Penalty: 5230.163086
	Iteration 60F: 3 clusters Score -6981586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -6981582.000000 Penalty: 5230.163086
	Iteration 61Q: 3 clusters Score -6981582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -6981587.500000 Penalty: 5230.163086
	Iteration 62Q: 3 clusters Score -6981588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -6981583.000000 Penalty: 5230.163086
	Iteration 63Q: 3 clusters Score -6981583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -6981582.000000 Penalty: 5230.163086
	Iteration 64Q: 3 clusters Score -6981582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -6981581.500000 Penalty: 5230.163086
	Iteration 65Q: 3 clusters Score -6981582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -6981581.500000 Penalty: 5230.163086
	Iteration 66F: 3 clusters Score -6981582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Entering Unmasked Estep 
Score: -7654660.500000 Penalty: 2637.507324
	Iteration 0F: 2 clusters Score -7654660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -7626710.500000 Penalty: 5275.014648
	Iteration 0F: 3 clusters Score -7626710 nChanged 18899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -7636768.500000 Penalty: 5275.014648
	Iteration 1F: 3 clusters Score -7636768 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -7637286.500000 Penalty: 5275.014648
	Iteration 2Q: 3 clusters Score -7637286 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -7637778.000000 Penalty: 5275.014648
	Iteration 3Q: 3 clusters Score -7637778 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -7638366.500000 Penalty: 5275.014648
	Iteration 4Q: 3 clusters Score -7638366 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -7639179.500000 Penalty: 5275.014648
	Iteration 5Q: 3 clusters Score -7639180 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -7640196.000000 Penalty: 5275.014648
	Iteration 6Q: 3 clusters Score -7640196 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -7641621.500000 Penalty: 5275.014648
	Iteration 7Q: 3 clusters Score -7641622 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -7643423.000000 Penalty: 5275.014648
	Iteration 8F: 3 clusters Score -7643423 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -7645116.000000 Penalty: 5275.014648
	Iteration 9F: 3 clusters Score -7645116 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -7646804.000000 Penalty: 5275.014648
	Iteration 10F: 3 clusters Score -7646804 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -7648169.500000 Penalty: 5275.014648
	Iteration 11F: 3 clusters Score -7648170 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -7649119.500000 Penalty: 5275.014648
	Iteration 12Q: 3 clusters Score -7649120 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -7649666.500000 Penalty: 5275.014648
	Iteration 13Q: 3 clusters Score -7649666 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -7650089.500000 Penalty: 5275.014648
	Iteration 14Q: 3 clusters Score -7650090 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -7650411.500000 Penalty: 5275.014648
	Iteration 15Q: 3 clusters Score -7650412 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -7650666.500000 Penalty: 5275.014648
	Iteration 16Q: 3 clusters Score -7650666 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -7650837.000000 Penalty: 5275.014648
	Iteration 17Q: 3 clusters Score -7650837 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -7651016.500000 Penalty: 5275.014648
	Iteration 18Q: 3 clusters Score -7651016 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -7651110.500000 Penalty: 5275.014648
	Iteration 19Q: 3 clusters Score -7651110 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -7651231.000000 Penalty: 5275.014648
	Iteration 20F: 3 clusters Score -7651231 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -7651328.500000 Penalty: 5275.014648
	Iteration 21Q: 3 clusters Score -7651328 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -7651386.000000 Penalty: 5275.014648
	Iteration 22Q: 3 clusters Score -7651386 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -7651464.000000 Penalty: 5275.014648
	Iteration 23Q: 3 clusters Score -7651464 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -7651502.000000 Penalty: 5275.014648
	Iteration 24Q: 3 clusters Score -7651502 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -7651564.000000 Penalty: 5275.014648
	Iteration 25Q: 3 clusters Score -7651564 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -7651629.000000 Penalty: 5275.014648
	Iteration 26Q: 3 clusters Score -7651629 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -7651678.000000 Penalty: 5275.014648
	Iteration 27Q: 3 clusters Score -7651678 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -7651701.500000 Penalty: 5275.014648
	Iteration 28Q: 3 clusters Score -7651702 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -7651755.000000 Penalty: 5275.014648
	Iteration 29Q: 3 clusters Score -7651755 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -7651811.500000 Penalty: 5275.014648
	Iteration 30Q: 3 clusters Score -7651812 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -7651865.500000 Penalty: 5275.014648
	Iteration 31Q: 3 clusters Score -7651866 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -7651939.000000 Penalty: 5275.014648
	Iteration 32Q: 3 clusters Score -7651939 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -7651941.000000 Penalty: 5275.014648
	Iteration 33Q: 3 clusters Score -7651941 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -7652023.500000 Penalty: 5275.014648
	Iteration 34Q: 3 clusters Score -7652024 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -7652063.000000 Penalty: 5275.014648
	Iteration 35Q: 3 clusters Score -7652063 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -7652124.500000 Penalty: 5275.014648
	Iteration 36Q: 3 clusters Score -7652124 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -7652202.000000 Penalty: 5275.014648
	Iteration 37Q: 3 clusters Score -7652202 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -7652260.000000 Penalty: 5275.014648
	Iteration 38Q: 3 clusters Score -7652260 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -7652307.500000 Penalty: 5275.014648
	Iteration 39Q: 3 clusters Score -7652308 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -7652357.500000 Penalty: 5275.014648
	Iteration 40F: 3 clusters Score -7652358 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -7652393.000000 Penalty: 5275.014648
	Iteration 41Q: 3 clusters Score -7652393 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -7652423.000000 Penalty: 5275.014648
	Iteration 42Q: 3 clusters Score -7652423 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -7652448.500000 Penalty: 5275.014648
	Iteration 43Q: 3 clusters Score -7652448 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -7652468.000000 Penalty: 5275.014648
	Iteration 44Q: 3 clusters Score -7652468 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -7652508.500000 Penalty: 5275.014648
	Iteration 45Q: 3 clusters Score -7652508 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -7652524.000000 Penalty: 5275.014648
	Iteration 46Q: 3 clusters Score -7652524 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -7652524.500000 Penalty: 5275.014648
	Iteration 47Q: 3 clusters Score -7652524 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -7652557.500000 Penalty: 5275.014648
	Iteration 48Q: 3 clusters Score -7652558 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -7652546.000000 Penalty: 5275.014648
	Iteration 49Q: 3 clusters Score -7652546 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -7652596.000000 Penalty: 5275.014648
	Iteration 50Q: 3 clusters Score -7652596 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -7652605.500000 Penalty: 5275.014648
	Iteration 51Q: 3 clusters Score -7652606 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -7652603.000000 Penalty: 5275.014648
	Iteration 52Q: 3 clusters Score -7652603 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -7652616.500000 Penalty: 5275.014648
	Iteration 53Q: 3 clusters Score -7652616 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -7652617.000000 Penalty: 5275.014648
	Iteration 54Q: 3 clusters Score -7652617 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -7652626.000000 Penalty: 5275.014648
	Iteration 55Q: 3 clusters Score -7652626 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -7652651.500000 Penalty: 5275.014648
	Iteration 56Q: 3 clusters Score -7652652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -7652641.500000 Penalty: 5275.014648
	Iteration 57Q: 3 clusters Score -7652642 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -7652654.500000 Penalty: 5275.014648
	Iteration 58Q: 3 clusters Score -7652654 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -7652650.000000 Penalty: 5275.014648
	Iteration 59Q: 3 clusters Score -7652650 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -7652677.500000 Penalty: 5275.014648
	Iteration 60F: 3 clusters Score -7652678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -7652694.500000 Penalty: 5275.014648
	Iteration 61Q: 3 clusters Score -7652694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -7652693.500000 Penalty: 5275.014648
	Iteration 62Q: 3 clusters Score -7652694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -7652718.500000 Penalty: 5275.014648
	Iteration 63Q: 3 clusters Score -7652718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -7652714.500000 Penalty: 5275.014648
	Iteration 64Q: 3 clusters Score -7652714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -7652711.500000 Penalty: 5275.014648
	Iteration 65Q: 3 clusters Score -7652712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -7652701.500000 Penalty: 5275.014648
	Iteration 66Q: 3 clusters Score -7652702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -7652725.000000 Penalty: 5275.014648
	Iteration 67Q: 3 clusters Score -7652725 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -7652733.500000 Penalty: 5275.014648
	Iteration 68Q: 3 clusters Score -7652734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -7652734.500000 Penalty: 5275.014648
	Iteration 69Q: 3 clusters Score -7652734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -7652742.000000 Penalty: 5275.014648
	Iteration 70Q: 3 clusters Score -7652742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -7652746.500000 Penalty: 5275.014648
	Iteration 71Q: 3 clusters Score -7652746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -7652757.500000 Penalty: 5275.014648
	Iteration 72Q: 3 clusters Score -7652758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -7652757.500000 Penalty: 5275.014648
	Iteration 73Q: 3 clusters Score -7652758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -7652753.000000 Penalty: 5275.014648
	Iteration 74Q: 3 clusters Score -7652753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -7652753.000000 Penalty: 5275.014648
	Iteration 75Q: 3 clusters Score -7652753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -7652753.000000 Penalty: 5275.014648
	Iteration 76Q: 3 clusters Score -7652753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -7652759.000000 Penalty: 5275.014648
	Iteration 77Q: 3 clusters Score -7652759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -7652761.500000 Penalty: 5275.014648
	Iteration 78Q: 3 clusters Score -7652762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -7652765.000000 Penalty: 5275.014648
	Iteration 79Q: 3 clusters Score -7652765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -7652766.500000 Penalty: 5275.014648
	Iteration 80F: 3 clusters Score -7652766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -7652762.500000 Penalty: 5275.014648
	Iteration 81Q: 3 clusters Score -7652762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -7652762.000000 Penalty: 5275.014648
	Iteration 82Q: 3 clusters Score -7652762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -7652762.500000 Penalty: 5275.014648
	Iteration 83Q: 3 clusters Score -7652762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -7652755.500000 Penalty: 5275.014648
	Iteration 84Q: 3 clusters Score -7652756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -7652751.000000 Penalty: 5275.014648
	Iteration 85Q: 3 clusters Score -7652751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -7652754.500000 Penalty: 5275.014648
	Iteration 86Q: 3 clusters Score -7652754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -7652771.000000 Penalty: 5275.014648
	Iteration 87Q: 3 clusters Score -7652771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -7652769.500000 Penalty: 5275.014648
	Iteration 88Q: 3 clusters Score -7652770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -7652765.000000 Penalty: 5275.014648
	Iteration 89Q: 3 clusters Score -7652765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -7652770.000000 Penalty: 5275.014648
	Iteration 90Q: 3 clusters Score -7652770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -7652778.500000 Penalty: 5275.014648
	Iteration 91Q: 3 clusters Score -7652778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -7652776.500000 Penalty: 5275.014648
	Iteration 92Q: 3 clusters Score -7652776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -7652767.500000 Penalty: 5275.014648
	Iteration 93Q: 3 clusters Score -7652768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -7652765.000000 Penalty: 5275.014648
	Iteration 94Q: 3 clusters Score -7652765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -7652768.000000 Penalty: 5275.014648
	Iteration 95Q: 3 clusters Score -7652768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -7652762.500000 Penalty: 5275.014648
	Iteration 96Q: 3 clusters Score -7652762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -7652759.000000 Penalty: 5275.014648
	Iteration 97Q: 3 clusters Score -7652759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -7652760.000000 Penalty: 5275.014648
	Iteration 98Q: 3 clusters Score -7652760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -7652752.500000 Penalty: 5275.014648
	Iteration 99Q: 3 clusters Score -7652752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -7652758.000000 Penalty: 5275.014648
	Iteration 100F: 3 clusters Score -7652758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -7652760.500000 Penalty: 5275.014648
	Iteration 101Q: 3 clusters Score -7652760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -7652752.000000 Penalty: 5275.014648
	Iteration 102Q: 3 clusters Score -7652752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -7652750.000000 Penalty: 5275.014648
	Iteration 103Q: 3 clusters Score -7652750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -7652753.500000 Penalty: 5275.014648
	Iteration 104Q: 3 clusters Score -7652754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -7652752.500000 Penalty: 5275.014648
	Iteration 105Q: 3 clusters Score -7652752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -7652759.500000 Penalty: 5275.014648
	Iteration 106Q: 3 clusters Score -7652760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -7652759.500000 Penalty: 5275.014648
	Iteration 107F: 3 clusters Score -7652760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Entering Unmasked Estep 
Score: -7903161.500000 Penalty: 2643.606445
	Iteration 0F: 2 clusters Score -7903162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -7875433.000000 Penalty: 5287.212891
	Iteration 0F: 3 clusters Score -7875433 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -7886004.000000 Penalty: 5287.212891
	Iteration 1F: 3 clusters Score -7886004 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -7886484.500000 Penalty: 5287.212891
	Iteration 2Q: 3 clusters Score -7886484 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -7886973.000000 Penalty: 5287.212891
	Iteration 3Q: 3 clusters Score -7886973 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -7887339.000000 Penalty: 5287.212891
	Iteration 4Q: 3 clusters Score -7887339 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -7887745.500000 Penalty: 5287.212891
	Iteration 5Q: 3 clusters Score -7887746 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -7888169.000000 Penalty: 5287.212891
	Iteration 6Q: 3 clusters Score -7888169 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -7888700.500000 Penalty: 5287.212891
	Iteration 7Q: 3 clusters Score -7888700 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -7889505.500000 Penalty: 5287.212891
	Iteration 8Q: 3 clusters Score -7889506 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -7890623.000000 Penalty: 5287.212891
	Iteration 9Q: 3 clusters Score -7890623 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -7892178.000000 Penalty: 5287.212891
	Iteration 10F: 3 clusters Score -7892178 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -7894080.500000 Penalty: 5287.212891
	Iteration 11F: 3 clusters Score -7894080 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -7895745.500000 Penalty: 5287.212891
	Iteration 12Q: 3 clusters Score -7895746 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -7896878.500000 Penalty: 5287.212891
	Iteration 13Q: 3 clusters Score -7896878 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -7897660.500000 Penalty: 5287.212891
	Iteration 14Q: 3 clusters Score -7897660 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -7898271.000000 Penalty: 5287.212891
	Iteration 15Q: 3 clusters Score -7898271 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -7898659.000000 Penalty: 5287.212891
	Iteration 16Q: 3 clusters Score -7898659 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -7899084.000000 Penalty: 5287.212891
	Iteration 17Q: 3 clusters Score -7899084 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -7899446.000000 Penalty: 5287.212891
	Iteration 18Q: 3 clusters Score -7899446 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -7899785.500000 Penalty: 5287.212891
	Iteration 19Q: 3 clusters Score -7899786 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -7900009.000000 Penalty: 5287.212891
	Iteration 20F: 3 clusters Score -7900009 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -7900211.000000 Penalty: 5287.212891
	Iteration 21Q: 3 clusters Score -7900211 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -7900336.500000 Penalty: 5287.212891
	Iteration 22Q: 3 clusters Score -7900336 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -7900476.000000 Penalty: 5287.212891
	Iteration 23Q: 3 clusters Score -7900476 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -7900586.000000 Penalty: 5287.212891
	Iteration 24Q: 3 clusters Score -7900586 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -7900646.500000 Penalty: 5287.212891
	Iteration 25Q: 3 clusters Score -7900646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -7900713.000000 Penalty: 5287.212891
	Iteration 26Q: 3 clusters Score -7900713 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -7900755.500000 Penalty: 5287.212891
	Iteration 27Q: 3 clusters Score -7900756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -7900787.000000 Penalty: 5287.212891
	Iteration 28Q: 3 clusters Score -7900787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -7900807.000000 Penalty: 5287.212891
	Iteration 29Q: 3 clusters Score -7900807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -7900802.000000 Penalty: 5287.212891
	Iteration 30Q: 3 clusters Score -7900802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -7900836.000000 Penalty: 5287.212891
	Iteration 31Q: 3 clusters Score -7900836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -7900852.000000 Penalty: 5287.212891
	Iteration 32Q: 3 clusters Score -7900852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -7900858.500000 Penalty: 5287.212891
	Iteration 33Q: 3 clusters Score -7900858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -7900871.000000 Penalty: 5287.212891
	Iteration 34Q: 3 clusters Score -7900871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -7900875.000000 Penalty: 5287.212891
	Iteration 35Q: 3 clusters Score -7900875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -7900880.500000 Penalty: 5287.212891
	Iteration 36Q: 3 clusters Score -7900880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -7900892.000000 Penalty: 5287.212891
	Iteration 37Q: 3 clusters Score -7900892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -7900891.000000 Penalty: 5287.212891
	Iteration 38Q: 3 clusters Score -7900891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -7900902.500000 Penalty: 5287.212891
	Iteration 39Q: 3 clusters Score -7900902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -7900902.000000 Penalty: 5287.212891
	Iteration 40F: 3 clusters Score -7900902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -7900905.500000 Penalty: 5287.212891
	Iteration 41Q: 3 clusters Score -7900906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -7900904.000000 Penalty: 5287.212891
	Iteration 42Q: 3 clusters Score -7900904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -7900912.000000 Penalty: 5287.212891
	Iteration 43Q: 3 clusters Score -7900912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -7900918.000000 Penalty: 5287.212891
	Iteration 44Q: 3 clusters Score -7900918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -7900926.500000 Penalty: 5287.212891
	Iteration 45Q: 3 clusters Score -7900926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -7900924.500000 Penalty: 5287.212891
	Iteration 46Q: 3 clusters Score -7900924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -7900935.000000 Penalty: 5287.212891
	Iteration 47Q: 3 clusters Score -7900935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -7900935.500000 Penalty: 5287.212891
	Iteration 48Q: 3 clusters Score -7900936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -7900934.500000 Penalty: 5287.212891
	Iteration 49Q: 3 clusters Score -7900934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -7900946.500000 Penalty: 5287.212891
	Iteration 50Q: 3 clusters Score -7900946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -7900950.000000 Penalty: 5287.212891
	Iteration 51Q: 3 clusters Score -7900950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -7900956.500000 Penalty: 5287.212891
	Iteration 52Q: 3 clusters Score -7900956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -7900956.500000 Penalty: 5287.212891
	Iteration 53Q: 3 clusters Score -7900956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -7900958.500000 Penalty: 5287.212891
	Iteration 54Q: 3 clusters Score -7900958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -7900961.500000 Penalty: 5287.212891
	Iteration 55Q: 3 clusters Score -7900962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -7900960.000000 Penalty: 5287.212891
	Iteration 56Q: 3 clusters Score -7900960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -7900965.000000 Penalty: 5287.212891
	Iteration 57Q: 3 clusters Score -7900965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -7900966.000000 Penalty: 5287.212891
	Iteration 58Q: 3 clusters Score -7900966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -7900968.500000 Penalty: 5287.212891
	Iteration 59Q: 3 clusters Score -7900968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -7900966.000000 Penalty: 5287.212891
	Iteration 60F: 3 clusters Score -7900966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -7900969.500000 Penalty: 5287.212891
	Iteration 61Q: 3 clusters Score -7900970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -7900981.000000 Penalty: 5287.212891
	Iteration 62Q: 3 clusters Score -7900981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -7900978.500000 Penalty: 5287.212891
	Iteration 63Q: 3 clusters Score -7900978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -7900978.500000 Penalty: 5287.212891
	Iteration 64F: 3 clusters Score -7900978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Entering Unmasked Estep 
Score: -8770272.000000 Penalty: 2668.039062
	Iteration 0F: 2 clusters Score -8770272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -8741343.000000 Penalty: 5336.078125
	Iteration 0F: 3 clusters Score -8741343 nChanged 21666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -8753030.000000 Penalty: 5336.078125
	Iteration 1F: 3 clusters Score -8753030 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -8753692.000000 Penalty: 5336.078125
	Iteration 2Q: 3 clusters Score -8753692 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -8754401.000000 Penalty: 5336.078125
	Iteration 3Q: 3 clusters Score -8754401 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -8755331.000000 Penalty: 5336.078125
	Iteration 4Q: 3 clusters Score -8755331 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -8756550.000000 Penalty: 5336.078125
	Iteration 5F: 3 clusters Score -8756550 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -8758330.000000 Penalty: 5336.078125
	Iteration 6F: 3 clusters Score -8758330 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -8760717.000000 Penalty: 5336.078125
	Iteration 7F: 3 clusters Score -8760717 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -8763498.000000 Penalty: 5336.078125
	Iteration 8F: 3 clusters Score -8763498 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -8765716.000000 Penalty: 5336.078125
	Iteration 9F: 3 clusters Score -8765716 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -8766783.000000 Penalty: 5336.078125
	Iteration 10Q: 3 clusters Score -8766783 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8767478.000000 Penalty: 5336.078125
	Iteration 11Q: 3 clusters Score -8767478 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -8767681.000000 Penalty: 5336.078125
	Iteration 12Q: 3 clusters Score -8767681 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -8767811.000000 Penalty: 5336.078125
	Iteration 13Q: 3 clusters Score -8767811 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -8767881.000000 Penalty: 5336.078125
	Iteration 14Q: 3 clusters Score -8767881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -8767935.000000 Penalty: 5336.078125
	Iteration 15Q: 3 clusters Score -8767935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -8767962.000000 Penalty: 5336.078125
	Iteration 16Q: 3 clusters Score -8767962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -8767980.000000 Penalty: 5336.078125
	Iteration 17Q: 3 clusters Score -8767980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -8767992.000000 Penalty: 5336.078125
	Iteration 18Q: 3 clusters Score -8767992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -8768014.000000 Penalty: 5336.078125
	Iteration 19Q: 3 clusters Score -8768014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -8768027.000000 Penalty: 5336.078125
	Iteration 20F: 3 clusters Score -8768027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -8768035.000000 Penalty: 5336.078125
	Iteration 21Q: 3 clusters Score -8768035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -8768039.000000 Penalty: 5336.078125
	Iteration 22Q: 3 clusters Score -8768039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -8768040.000000 Penalty: 5336.078125
	Iteration 23Q: 3 clusters Score -8768040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -8768040.000000 Penalty: 5336.078125
	Iteration 24F: 3 clusters Score -8768040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -127269.539062 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -127269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125524.039062 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -125524 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -125947.507812 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -125947.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -126190.414062 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -126190.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126433.906250 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -126433.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -126697.343750 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -126697.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127046.789062 Penalty: 3350.861328
	Iteration 5F: 3 clusters Score -127046.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -127428.187500 Penalty: 3350.861328
	Iteration 6F: 3 clusters Score -127428.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -127690.992188 Penalty: 3350.861328
	Iteration 7F: 3 clusters Score -127691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127767.117188 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -127767.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -127802.937500 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -127802.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127823.304688 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -127823.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127832.531250 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -127832.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127832.531250 Penalty: 3350.861328
	Iteration 12F: 3 clusters Score -127832.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44932 members 
Mstep: Class 3 contains 42572 members 
Mstep: Class 4 contains 35474 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45248 members 
Mstep: Class 7 contains 44719 members 
Mstep: Class 8 contains 6579 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42746 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44325 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37975 members 
Mstep: Class 21 contains 41569 members 
Mstep: Class 22 contains 42604 members 
Mstep: Class 23 contains 47015 members 
Mstep: Class 24 contains 391 members 
Mstep: Class 25 contains 44695 members 
Mstep: Class 26 contains 50887 members 
Mstep: Class 27 contains 468 members 
Entering Unmasked Estep 
Score: -106687968.000000 Penalty: 88917.406250
Splitting cluster 24 changes total score from -106689048.000000 to -106687968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (44695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Entering Unmasked Estep 
Score: -8274469.500000 Penalty: 2655.489014
	Iteration 0F: 2 clusters Score -8274470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -8245081.000000 Penalty: 5310.978027
	Iteration 0F: 3 clusters Score -8245081 nChanged 20552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -8256399.500000 Penalty: 5310.978027
	Iteration 1F: 3 clusters Score -8256400 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -8256852.000000 Penalty: 5310.978027
	Iteration 2Q: 3 clusters Score -8256852 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -8257403.500000 Penalty: 5310.978027
	Iteration 3Q: 3 clusters Score -8257404 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -8257965.500000 Penalty: 5310.978027
	Iteration 4Q: 3 clusters Score -8257966 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -8258719.500000 Penalty: 5310.978027
	Iteration 5Q: 3 clusters Score -8258720 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -8259677.000000 Penalty: 5310.978027
	Iteration 6Q: 3 clusters Score -8259677 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -8261053.000000 Penalty: 5310.978027
	Iteration 7F: 3 clusters Score -8261053 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -8262878.000000 Penalty: 5310.978027
	Iteration 8F: 3 clusters Score -8262878 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -8265139.500000 Penalty: 5310.978027
	Iteration 9F: 3 clusters Score -8265140 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -8267395.500000 Penalty: 5310.978027
	Iteration 10F: 3 clusters Score -8267396 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -8268934.000000 Penalty: 5310.978027
	Iteration 11Q: 3 clusters Score -8268934 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -8269827.500000 Penalty: 5310.978027
	Iteration 12Q: 3 clusters Score -8269828 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -8270362.000000 Penalty: 5310.978027
	Iteration 13Q: 3 clusters Score -8270362 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -8270734.000000 Penalty: 5310.978027
	Iteration 14Q: 3 clusters Score -8270734 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -8271065.000000 Penalty: 5310.978027
	Iteration 15Q: 3 clusters Score -8271065 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8271355.000000 Penalty: 5310.978027
	Iteration 16Q: 3 clusters Score -8271355 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -8271642.000000 Penalty: 5310.978027
	Iteration 17Q: 3 clusters Score -8271642 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -8271830.500000 Penalty: 5310.978027
	Iteration 18Q: 3 clusters Score -8271830 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -8271950.000000 Penalty: 5310.978027
	Iteration 19Q: 3 clusters Score -8271950 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -8272047.000000 Penalty: 5310.978027
	Iteration 20F: 3 clusters Score -8272047 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -8272184.500000 Penalty: 5310.978027
	Iteration 21Q: 3 clusters Score -8272184 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -8272253.500000 Penalty: 5310.978027
	Iteration 22Q: 3 clusters Score -8272254 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -8272381.500000 Penalty: 5310.978027
	Iteration 23Q: 3 clusters Score -8272382 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -8272449.000000 Penalty: 5310.978027
	Iteration 24Q: 3 clusters Score -8272449 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8272490.000000 Penalty: 5310.978027
	Iteration 25Q: 3 clusters Score -8272490 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -8272532.500000 Penalty: 5310.978027
	Iteration 26Q: 3 clusters Score -8272532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -8272524.500000 Penalty: 5310.978027
	Iteration 27Q: 3 clusters Score -8272524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -8272499.500000 Penalty: 5310.978027
	Iteration 28Q: 3 clusters Score -8272500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -8272508.000000 Penalty: 5310.978027
	Iteration 29Q: 3 clusters Score -8272508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8272529.000000 Penalty: 5310.978027
	Iteration 30Q: 3 clusters Score -8272529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -8272547.500000 Penalty: 5310.978027
	Iteration 31Q: 3 clusters Score -8272548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -8272537.000000 Penalty: 5310.978027
	Iteration 32Q: 3 clusters Score -8272537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -8272517.500000 Penalty: 5310.978027
	Iteration 33Q: 3 clusters Score -8272518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -8272536.000000 Penalty: 5310.978027
	Iteration 34Q: 3 clusters Score -8272536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -8272535.500000 Penalty: 5310.978027
	Iteration 35Q: 3 clusters Score -8272536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -8272526.500000 Penalty: 5310.978027
	Iteration 36Q: 3 clusters Score -8272526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -8272538.500000 Penalty: 5310.978027
	Iteration 37Q: 3 clusters Score -8272538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -8272535.500000 Penalty: 5310.978027
	Iteration 38Q: 3 clusters Score -8272536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8272520.000000 Penalty: 5310.978027
	Iteration 39Q: 3 clusters Score -8272520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -8272517.000000 Penalty: 5310.978027
	Iteration 40F: 3 clusters Score -8272517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -8272519.500000 Penalty: 5310.978027
	Iteration 41Q: 3 clusters Score -8272520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8272509.000000 Penalty: 5310.978027
	Iteration 42Q: 3 clusters Score -8272509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -8272498.000000 Penalty: 5310.978027
	Iteration 43Q: 3 clusters Score -8272498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8272505.500000 Penalty: 5310.978027
	Iteration 44Q: 3 clusters Score -8272506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -8272503.500000 Penalty: 5310.978027
	Iteration 45Q: 3 clusters Score -8272504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8272507.500000 Penalty: 5310.978027
	Iteration 46Q: 3 clusters Score -8272508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -8272517.500000 Penalty: 5310.978027
	Iteration 47Q: 3 clusters Score -8272518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -8272509.500000 Penalty: 5310.978027
	Iteration 48Q: 3 clusters Score -8272510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8272514.500000 Penalty: 5310.978027
	Iteration 49Q: 3 clusters Score -8272514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -8272515.000000 Penalty: 5310.978027
	Iteration 50Q: 3 clusters Score -8272515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -8272519.500000 Penalty: 5310.978027
	Iteration 51Q: 3 clusters Score -8272520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8272528.000000 Penalty: 5310.978027
	Iteration 52Q: 3 clusters Score -8272528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8272526.500000 Penalty: 5310.978027
	Iteration 53Q: 3 clusters Score -8272526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8272521.500000 Penalty: 5310.978027
	Iteration 54Q: 3 clusters Score -8272522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -8272517.000000 Penalty: 5310.978027
	Iteration 55Q: 3 clusters Score -8272517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -8272516.500000 Penalty: 5310.978027
	Iteration 56Q: 3 clusters Score -8272516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -8272512.500000 Penalty: 5310.978027
	Iteration 57Q: 3 clusters Score -8272512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -8272509.500000 Penalty: 5310.978027
	Iteration 58Q: 3 clusters Score -8272510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -8272504.000000 Penalty: 5310.978027
	Iteration 59Q: 3 clusters Score -8272504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -8272501.000000 Penalty: 5310.978027
	Iteration 60F: 3 clusters Score -8272501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -8272505.000000 Penalty: 5310.978027
	Iteration 61Q: 3 clusters Score -8272505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -8272499.000000 Penalty: 5310.978027
	Iteration 62Q: 3 clusters Score -8272499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -8272504.000000 Penalty: 5310.978027
	Iteration 63Q: 3 clusters Score -8272504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8272506.000000 Penalty: 5310.978027
	Iteration 64Q: 3 clusters Score -8272506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -8272504.000000 Penalty: 5310.978027
	Iteration 65Q: 3 clusters Score -8272504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -8272504.500000 Penalty: 5310.978027
	Iteration 66Q: 3 clusters Score -8272504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -8272506.500000 Penalty: 5310.978027
	Iteration 67Q: 3 clusters Score -8272506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -8272502.500000 Penalty: 5310.978027
	Iteration 68Q: 3 clusters Score -8272502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -8272505.000000 Penalty: 5310.978027
	Iteration 69Q: 3 clusters Score -8272505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8272505.000000 Penalty: 5310.978027
	Iteration 70Q: 3 clusters Score -8272505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -8272503.000000 Penalty: 5310.978027
	Iteration 71Q: 3 clusters Score -8272503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -8272503.000000 Penalty: 5310.978027
	Iteration 72F: 3 clusters Score -8272503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Entering Unmasked Estep 
Score: -9516223.000000 Penalty: 2687.665771
	Iteration 0F: 2 clusters Score -9516223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -9487615.000000 Penalty: 5375.331543
	Iteration 0F: 3 clusters Score -9487615 nChanged 23480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -9500465.000000 Penalty: 5375.331543
	Iteration 1F: 3 clusters Score -9500465 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -9501013.000000 Penalty: 5375.331543
	Iteration 2Q: 3 clusters Score -9501013 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -9501631.000000 Penalty: 5375.331543
	Iteration 3Q: 3 clusters Score -9501631 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -9502213.000000 Penalty: 5375.331543
	Iteration 4Q: 3 clusters Score -9502213 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -9502813.000000 Penalty: 5375.331543
	Iteration 5Q: 3 clusters Score -9502813 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -9503564.000000 Penalty: 5375.331543
	Iteration 6Q: 3 clusters Score -9503564 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -9504642.000000 Penalty: 5375.331543
	Iteration 7Q: 3 clusters Score -9504642 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -9506221.000000 Penalty: 5375.331543
	Iteration 8F: 3 clusters Score -9506221 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -9508369.000000 Penalty: 5375.331543
	Iteration 9F: 3 clusters Score -9508369 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -9510826.000000 Penalty: 5375.331543
	Iteration 10F: 3 clusters Score -9510826 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -9512426.000000 Penalty: 5375.331543
	Iteration 11F: 3 clusters Score -9512426 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -9513446.000000 Penalty: 5375.331543
	Iteration 12Q: 3 clusters Score -9513446 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -9513852.000000 Penalty: 5375.331543
	Iteration 13Q: 3 clusters Score -9513852 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -9513906.000000 Penalty: 5375.331543
	Iteration 14Q: 3 clusters Score -9513906 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -9513950.000000 Penalty: 5375.331543
	Iteration 15Q: 3 clusters Score -9513950 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -9513947.000000 Penalty: 5375.331543
	Iteration 16Q: 3 clusters Score -9513947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -9514027.000000 Penalty: 5375.331543
	Iteration 17Q: 3 clusters Score -9514027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -9514046.000000 Penalty: 5375.331543
	Iteration 18Q: 3 clusters Score -9514046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -9514045.000000 Penalty: 5375.331543
	Iteration 19Q: 3 clusters Score -9514045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -9514069.000000 Penalty: 5375.331543
	Iteration 20F: 3 clusters Score -9514069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -9514089.000000 Penalty: 5375.331543
	Iteration 21Q: 3 clusters Score -9514089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -9514090.000000 Penalty: 5375.331543
	Iteration 22Q: 3 clusters Score -9514090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -9514091.000000 Penalty: 5375.331543
	Iteration 23Q: 3 clusters Score -9514091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -9514098.000000 Penalty: 5375.331543
	Iteration 24Q: 3 clusters Score -9514098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -9514087.000000 Penalty: 5375.331543
	Iteration 25Q: 3 clusters Score -9514087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -9514084.000000 Penalty: 5375.331543
	Iteration 26Q: 3 clusters Score -9514084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -9514084.000000 Penalty: 5375.331543
	Iteration 27Q: 3 clusters Score -9514084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -9514098.000000 Penalty: 5375.331543
	Iteration 28Q: 3 clusters Score -9514098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -9514097.000000 Penalty: 5375.331543
	Iteration 29Q: 3 clusters Score -9514097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -9514105.000000 Penalty: 5375.331543
	Iteration 30Q: 3 clusters Score -9514105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -9514108.000000 Penalty: 5375.331543
	Iteration 31Q: 3 clusters Score -9514108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -9514111.000000 Penalty: 5375.331543
	Iteration 32Q: 3 clusters Score -9514111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -9514130.000000 Penalty: 5375.331543
	Iteration 33Q: 3 clusters Score -9514130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -9514123.000000 Penalty: 5375.331543
	Iteration 34Q: 3 clusters Score -9514123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -9514128.000000 Penalty: 5375.331543
	Iteration 35Q: 3 clusters Score -9514128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -9514127.000000 Penalty: 5375.331543
	Iteration 36Q: 3 clusters Score -9514127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -9514127.000000 Penalty: 5375.331543
	Iteration 37Q: 3 clusters Score -9514127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -9514127.000000 Penalty: 5375.331543
	Iteration 38F: 3 clusters Score -9514127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44932 members 
Mstep: Class 3 contains 42572 members 
Mstep: Class 4 contains 35474 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45248 members 
Mstep: Class 7 contains 44719 members 
Mstep: Class 8 contains 6579 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 42746 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44325 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37975 members 
Mstep: Class 21 contains 41569 members 
Mstep: Class 22 contains 42604 members 
Mstep: Class 23 contains 47015 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44695 members 
Mstep: Class 26 contains 50887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689064.000000 Penalty: 85624.171875
Iteration 359Q: 27 clusters Score -1.066891e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44944 members 
Mstep: Class 3 contains 42604 members 
Mstep: Class 4 contains 35469 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45278 members 
Mstep: Class 7 contains 44709 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42755 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44304 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 21 contains 41598 members 
Mstep: Class 22 contains 42618 members 
Mstep: Class 23 contains 46995 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44672 members 
Mstep: Class 26 contains 50853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689208.000000 Penalty: 85624.171875
Iteration 360F: 27 clusters Score -1.066892e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44928 members 
Mstep: Class 3 contains 42643 members 
Mstep: Class 4 contains 35461 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45322 members 
Mstep: Class 7 contains 44702 members 
Mstep: Class 8 contains 6582 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42774 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37943 members 
Mstep: Class 21 contains 41615 members 
Mstep: Class 22 contains 42629 members 
Mstep: Class 23 contains 46979 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44663 members 
Mstep: Class 26 contains 50818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689448.000000 Penalty: 85624.171875
Iteration 361Q: 27 clusters Score -1.066894e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44947 members 
Mstep: Class 3 contains 42695 members 
Mstep: Class 4 contains 35450 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45338 members 
Mstep: Class 7 contains 44699 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42793 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44266 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37917 members 
Mstep: Class 21 contains 41636 members 
Mstep: Class 22 contains 42652 members 
Mstep: Class 23 contains 46952 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44645 members 
Mstep: Class 26 contains 50779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689392.000000 Penalty: 85624.171875
Iteration 362Q: 27 clusters Score -1.066894e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45010 members 
Mstep: Class 3 contains 42716 members 
Mstep: Class 4 contains 35437 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45365 members 
Mstep: Class 7 contains 44717 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42794 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44240 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37882 members 
Mstep: Class 21 contains 41653 members 
Mstep: Class 22 contains 42668 members 
Mstep: Class 23 contains 46941 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44639 members 
Mstep: Class 26 contains 50711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689584.000000 Penalty: 85624.171875
Iteration 363Q: 27 clusters Score -1.066896e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45068 members 
Mstep: Class 3 contains 42748 members 
Mstep: Class 4 contains 35433 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 44732 members 
Mstep: Class 8 contains 6577 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3658 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42799 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44219 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37833 members 
Mstep: Class 21 contains 41664 members 
Mstep: Class 22 contains 42676 members 
Mstep: Class 23 contains 46932 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44633 members 
Mstep: Class 26 contains 50625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689448.000000 Penalty: 85624.171875
Iteration 364Q: 27 clusters Score -1.066894e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45112 members 
Mstep: Class 3 contains 42795 members 
Mstep: Class 4 contains 35431 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45447 members 
Mstep: Class 7 contains 44731 members 
Mstep: Class 8 contains 6577 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 3657 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42814 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44205 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37778 members 
Mstep: Class 21 contains 41692 members 
Mstep: Class 22 contains 42689 members 
Mstep: Class 23 contains 46900 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44613 members 
Mstep: Class 26 contains 50572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689656.000000 Penalty: 85624.171875
Iteration 365Q: 27 clusters Score -1.066897e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45141 members 
Mstep: Class 3 contains 42833 members 
Mstep: Class 4 contains 35426 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45457 members 
Mstep: Class 7 contains 44726 members 
Mstep: Class 8 contains 6573 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3644 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42826 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44182 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37729 members 
Mstep: Class 21 contains 41702 members 
Mstep: Class 22 contains 42719 members 
Mstep: Class 23 contains 46885 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44604 members 
Mstep: Class 26 contains 50567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689984.000000 Penalty: 85624.171875
Iteration 366Q: 27 clusters Score -1.0669e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45162 members 
Mstep: Class 3 contains 42870 members 
Mstep: Class 4 contains 35419 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45438 members 
Mstep: Class 7 contains 44731 members 
Mstep: Class 8 contains 6572 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3637 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42833 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44179 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37676 members 
Mstep: Class 21 contains 41709 members 
Mstep: Class 22 contains 42765 members 
Mstep: Class 23 contains 46900 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44593 members 
Mstep: Class 26 contains 50530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690056.000000 Penalty: 85624.171875
Iteration 367Q: 27 clusters Score -1.066901e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45174 members 
Mstep: Class 3 contains 42892 members 
Mstep: Class 4 contains 35412 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45440 members 
Mstep: Class 7 contains 44732 members 
Mstep: Class 8 contains 6572 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3634 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42842 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44183 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37626 members 
Mstep: Class 21 contains 41725 members 
Mstep: Class 22 contains 42804 members 
Mstep: Class 23 contains 46910 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44594 members 
Mstep: Class 26 contains 50474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690336.000000 Penalty: 85624.171875
Iteration 368Q: 27 clusters Score -1.066903e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45227 members 
Mstep: Class 3 contains 42915 members 
Mstep: Class 4 contains 35402 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 44735 members 
Mstep: Class 8 contains 6571 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42862 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44169 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37568 members 
Mstep: Class 21 contains 41751 members 
Mstep: Class 22 contains 42829 members 
Mstep: Class 23 contains 46885 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44588 members 
Mstep: Class 26 contains 50467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690320.000000 Penalty: 85624.171875
Iteration 369Q: 27 clusters Score -1.066903e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45247 members 
Mstep: Class 3 contains 42948 members 
Mstep: Class 4 contains 35394 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45407 members 
Mstep: Class 7 contains 44740 members 
Mstep: Class 8 contains 6575 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3626 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42888 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44173 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37513 members 
Mstep: Class 21 contains 41758 members 
Mstep: Class 22 contains 42857 members 
Mstep: Class 23 contains 46862 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44587 members 
Mstep: Class 26 contains 50439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690312.000000 Penalty: 85624.171875
Iteration 370Q: 27 clusters Score -1.066903e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45295 members 
Mstep: Class 3 contains 42982 members 
Mstep: Class 4 contains 35392 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 44745 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3623 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42905 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44198 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37467 members 
Mstep: Class 21 contains 41768 members 
Mstep: Class 22 contains 42849 members 
Mstep: Class 23 contains 46822 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44583 members 
Mstep: Class 26 contains 50409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690280.000000 Penalty: 85624.171875
Iteration 371Q: 27 clusters Score -1.066903e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45367 members 
Mstep: Class 3 contains 43019 members 
Mstep: Class 4 contains 35385 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45379 members 
Mstep: Class 7 contains 44756 members 
Mstep: Class 8 contains 6586 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3621 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42907 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44214 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37433 members 
Mstep: Class 21 contains 41781 members 
Mstep: Class 22 contains 42830 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44581 members 
Mstep: Class 26 contains 50375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690504.000000 Penalty: 85624.171875
Iteration 372Q: 27 clusters Score -1.066905e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45409 members 
Mstep: Class 3 contains 43055 members 
Mstep: Class 4 contains 35381 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45357 members 
Mstep: Class 7 contains 44767 members 
Mstep: Class 8 contains 6588 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3619 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42924 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44231 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37389 members 
Mstep: Class 21 contains 41802 members 
Mstep: Class 22 contains 42849 members 
Mstep: Class 23 contains 46743 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44559 members 
Mstep: Class 26 contains 50341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690608.000000 Penalty: 85624.171875
Iteration 373Q: 27 clusters Score -1.066906e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45431 members 
Mstep: Class 3 contains 43081 members 
Mstep: Class 4 contains 35380 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45330 members 
Mstep: Class 7 contains 44771 members 
Mstep: Class 8 contains 6592 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3610 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42950 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44251 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37355 members 
Mstep: Class 21 contains 41819 members 
Mstep: Class 22 contains 42870 members 
Mstep: Class 23 contains 46704 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44539 members 
Mstep: Class 26 contains 50331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690696.000000 Penalty: 85624.171875
Iteration 374Q: 27 clusters Score -1.066907e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45455 members 
Mstep: Class 3 contains 43091 members 
Mstep: Class 4 contains 35382 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45337 members 
Mstep: Class 7 contains 44779 members 
Mstep: Class 8 contains 6598 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3607 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42960 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44253 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37317 members 
Mstep: Class 21 contains 41827 members 
Mstep: Class 22 contains 42884 members 
Mstep: Class 23 contains 46673 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44527 members 
Mstep: Class 26 contains 50324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690840.000000 Penalty: 85624.171875
Iteration 375Q: 27 clusters Score -1.066908e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45463 members 
Mstep: Class 3 contains 43112 members 
Mstep: Class 4 contains 35368 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45337 members 
Mstep: Class 7 contains 44795 members 
Mstep: Class 8 contains 6599 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3605 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42972 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44246 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37295 members 
Mstep: Class 21 contains 41841 members 
Mstep: Class 22 contains 42888 members 
Mstep: Class 23 contains 46628 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44525 members 
Mstep: Class 26 contains 50340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691056.000000 Penalty: 85624.171875
Iteration 376Q: 27 clusters Score -1.066911e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45445 members 
Mstep: Class 3 contains 43151 members 
Mstep: Class 4 contains 35358 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45313 members 
Mstep: Class 7 contains 44791 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3604 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42993 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44237 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37286 members 
Mstep: Class 21 contains 41865 members 
Mstep: Class 22 contains 42895 members 
Mstep: Class 23 contains 46614 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44523 members 
Mstep: Class 26 contains 50336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691080.000000 Penalty: 85624.171875
Iteration 377Q: 27 clusters Score -1.066911e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45409 members 
Mstep: Class 3 contains 43177 members 
Mstep: Class 4 contains 35346 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45283 members 
Mstep: Class 7 contains 44803 members 
Mstep: Class 8 contains 6609 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3606 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43027 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44216 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37272 members 
Mstep: Class 21 contains 41882 members 
Mstep: Class 22 contains 42909 members 
Mstep: Class 23 contains 46607 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44518 members 
Mstep: Class 26 contains 50350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691176.000000 Penalty: 85624.171875
Iteration 378Q: 27 clusters Score -1.066912e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45383 members 
Mstep: Class 3 contains 43216 members 
Mstep: Class 4 contains 35338 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45265 members 
Mstep: Class 7 contains 44812 members 
Mstep: Class 8 contains 6617 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3610 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43032 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44188 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37235 members 
Mstep: Class 21 contains 41897 members 
Mstep: Class 22 contains 42931 members 
Mstep: Class 23 contains 46617 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44506 members 
Mstep: Class 26 contains 50367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691088.000000 Penalty: 85624.171875
Iteration 379Q: 27 clusters Score -1.066911e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45409 members 
Mstep: Class 3 contains 43255 members 
Mstep: Class 4 contains 35329 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45248 members 
Mstep: Class 7 contains 44824 members 
Mstep: Class 8 contains 6616 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3607 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43051 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44167 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37195 members 
Mstep: Class 21 contains 41912 members 
Mstep: Class 22 contains 42924 members 
Mstep: Class 23 contains 46628 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44498 members 
Mstep: Class 26 contains 50351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691064.000000 Penalty: 85624.171875
Iteration 380F: 27 clusters Score -1.066911e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45418 members 
Mstep: Class 3 contains 43300 members 
Mstep: Class 4 contains 35324 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45263 members 
Mstep: Class 7 contains 44809 members 
Mstep: Class 8 contains 6617 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3605 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43058 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44173 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37161 members 
Mstep: Class 21 contains 41916 members 
Mstep: Class 22 contains 42910 members 
Mstep: Class 23 contains 46623 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44494 members 
Mstep: Class 26 contains 50343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691168.000000 Penalty: 85624.171875
Iteration 381Q: 27 clusters Score -1.066912e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45420 members 
Mstep: Class 3 contains 43342 members 
Mstep: Class 4 contains 35327 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45281 members 
Mstep: Class 7 contains 44801 members 
Mstep: Class 8 contains 6618 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3608 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43061 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44177 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37113 members 
Mstep: Class 21 contains 41933 members 
Mstep: Class 22 contains 42906 members 
Mstep: Class 23 contains 46619 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44485 members 
Mstep: Class 26 contains 50323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691480.000000 Penalty: 85624.171875
Iteration 382Q: 27 clusters Score -1.066915e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45414 members 
Mstep: Class 3 contains 43392 members 
Mstep: Class 4 contains 35323 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45284 members 
Mstep: Class 7 contains 44803 members 
Mstep: Class 8 contains 6623 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43052 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44175 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37073 members 
Mstep: Class 21 contains 41952 members 
Mstep: Class 22 contains 42902 members 
Mstep: Class 23 contains 46605 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44486 members 
Mstep: Class 26 contains 50329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691504.000000 Penalty: 85624.171875
Iteration 383Q: 27 clusters Score -1.066915e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45414 members 
Mstep: Class 3 contains 43433 members 
Mstep: Class 4 contains 35320 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45314 members 
Mstep: Class 7 contains 44802 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3596 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43052 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44174 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 37015 members 
Mstep: Class 21 contains 41963 members 
Mstep: Class 22 contains 42903 members 
Mstep: Class 23 contains 46591 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44477 members 
Mstep: Class 26 contains 50335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691672.000000 Penalty: 85624.171875
Iteration 384Q: 27 clusters Score -1.066917e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45426 members 
Mstep: Class 3 contains 43461 members 
Mstep: Class 4 contains 35306 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45333 members 
Mstep: Class 7 contains 44807 members 
Mstep: Class 8 contains 6628 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3595 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43045 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44170 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36989 members 
Mstep: Class 21 contains 41979 members 
Mstep: Class 22 contains 42895 members 
Mstep: Class 23 contains 46578 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44473 members 
Mstep: Class 26 contains 50329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691768.000000 Penalty: 85624.171875
Iteration 385Q: 27 clusters Score -1.066918e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45424 members 
Mstep: Class 3 contains 43483 members 
Mstep: Class 4 contains 35300 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45372 members 
Mstep: Class 7 contains 44819 members 
Mstep: Class 8 contains 6627 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3599 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43037 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44166 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36963 members 
Mstep: Class 21 contains 41991 members 
Mstep: Class 22 contains 42877 members 
Mstep: Class 23 contains 46575 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44473 members 
Mstep: Class 26 contains 50308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691696.000000 Penalty: 85624.171875
Iteration 386Q: 27 clusters Score -1.066917e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45416 members 
Mstep: Class 3 contains 43490 members 
Mstep: Class 4 contains 35297 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45369 members 
Mstep: Class 7 contains 44845 members 
Mstep: Class 8 contains 6626 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3599 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43047 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44163 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36936 members 
Mstep: Class 21 contains 42011 members 
Mstep: Class 22 contains 42866 members 
Mstep: Class 23 contains 46577 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44466 members 
Mstep: Class 26 contains 50306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691672.000000 Penalty: 85624.171875
Iteration 387Q: 27 clusters Score -1.066917e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45437 members 
Mstep: Class 3 contains 43496 members 
Mstep: Class 4 contains 35291 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45362 members 
Mstep: Class 7 contains 44855 members 
Mstep: Class 8 contains 6626 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43064 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44168 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36897 members 
Mstep: Class 21 contains 42010 members 
Mstep: Class 22 contains 42855 members 
Mstep: Class 23 contains 46577 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44467 members 
Mstep: Class 26 contains 50308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691832.000000 Penalty: 85624.171875
Iteration 388Q: 27 clusters Score -1.066918e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45451 members 
Mstep: Class 3 contains 43508 members 
Mstep: Class 4 contains 35277 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45406 members 
Mstep: Class 7 contains 44867 members 
Mstep: Class 8 contains 6626 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3598 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43038 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44166 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36876 members 
Mstep: Class 21 contains 42022 members 
Mstep: Class 22 contains 42850 members 
Mstep: Class 23 contains 46576 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44465 members 
Mstep: Class 26 contains 50288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691760.000000 Penalty: 85624.171875
Iteration 389Q: 27 clusters Score -1.066918e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45461 members 
Mstep: Class 3 contains 43534 members 
Mstep: Class 4 contains 35268 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45433 members 
Mstep: Class 7 contains 44872 members 
Mstep: Class 8 contains 6628 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3589 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43010 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44164 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36861 members 
Mstep: Class 21 contains 42035 members 
Mstep: Class 22 contains 42840 members 
Mstep: Class 23 contains 46567 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44444 members 
Mstep: Class 26 contains 50308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691664.000000 Penalty: 85624.171875
Iteration 390Q: 27 clusters Score -1.066917e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45477 members 
Mstep: Class 3 contains 43539 members 
Mstep: Class 4 contains 35259 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45450 members 
Mstep: Class 7 contains 44867 members 
Mstep: Class 8 contains 6630 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3585 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 43002 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44160 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36843 members 
Mstep: Class 21 contains 42048 members 
Mstep: Class 22 contains 42838 members 
Mstep: Class 23 contains 46567 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44436 members 
Mstep: Class 26 contains 50313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691744.000000 Penalty: 85624.171875
Iteration 391Q: 27 clusters Score -1.066917e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45489 members 
Mstep: Class 3 contains 43548 members 
Mstep: Class 4 contains 35253 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45462 members 
Mstep: Class 7 contains 44876 members 
Mstep: Class 8 contains 6628 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3584 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42991 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44158 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36824 members 
Mstep: Class 21 contains 42055 members 
Mstep: Class 22 contains 42838 members 
Mstep: Class 23 contains 46562 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44433 members 
Mstep: Class 26 contains 50313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691800.000000 Penalty: 85624.171875
Iteration 392Q: 27 clusters Score -1.066918e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45481 members 
Mstep: Class 3 contains 43553 members 
Mstep: Class 4 contains 35248 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45483 members 
Mstep: Class 7 contains 44890 members 
Mstep: Class 8 contains 6629 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3582 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42983 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44168 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36805 members 
Mstep: Class 21 contains 42063 members 
Mstep: Class 22 contains 42847 members 
Mstep: Class 23 contains 46554 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44441 members 
Mstep: Class 26 contains 50287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692008.000000 Penalty: 85624.171875
Iteration 393Q: 27 clusters Score -1.06692e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45499 members 
Mstep: Class 3 contains 43559 members 
Mstep: Class 4 contains 35238 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45503 members 
Mstep: Class 7 contains 44891 members 
Mstep: Class 8 contains 6630 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3582 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42972 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44165 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36790 members 
Mstep: Class 21 contains 42077 members 
Mstep: Class 22 contains 42848 members 
Mstep: Class 23 contains 46550 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44441 members 
Mstep: Class 26 contains 50269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691992.000000 Penalty: 85624.171875
Iteration 394Q: 27 clusters Score -1.06692e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45520 members 
Mstep: Class 3 contains 43564 members 
Mstep: Class 4 contains 35232 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45519 members 
Mstep: Class 7 contains 44906 members 
Mstep: Class 8 contains 6634 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3577 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42966 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44179 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36773 members 
Mstep: Class 21 contains 42087 members 
Mstep: Class 22 contains 42836 members 
Mstep: Class 23 contains 46522 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44450 members 
Mstep: Class 26 contains 50249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692048.000000 Penalty: 85624.171875
Iteration 395Q: 27 clusters Score -1.06692e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45529 members 
Mstep: Class 3 contains 43574 members 
Mstep: Class 4 contains 35229 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45540 members 
Mstep: Class 7 contains 44921 members 
Mstep: Class 8 contains 6634 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3572 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42942 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44183 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36757 members 
Mstep: Class 21 contains 42100 members 
Mstep: Class 22 contains 42827 members 
Mstep: Class 23 contains 46508 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44444 members 
Mstep: Class 26 contains 50254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692072.000000 Penalty: 85624.171875
Iteration 396Q: 27 clusters Score -1.066921e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45523 members 
Mstep: Class 3 contains 43591 members 
Mstep: Class 4 contains 35222 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45548 members 
Mstep: Class 7 contains 44927 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3571 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42919 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44200 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36739 members 
Mstep: Class 21 contains 42116 members 
Mstep: Class 22 contains 42823 members 
Mstep: Class 23 contains 46480 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44449 members 
Mstep: Class 26 contains 50273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691800.000000 Penalty: 85624.171875
Iteration 397Q: 27 clusters Score -1.066918e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45509 members 
Mstep: Class 3 contains 43609 members 
Mstep: Class 4 contains 35215 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45554 members 
Mstep: Class 7 contains 44933 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3570 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42902 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44217 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36714 members 
Mstep: Class 21 contains 42131 members 
Mstep: Class 22 contains 42824 members 
Mstep: Class 23 contains 46457 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44453 members 
Mstep: Class 26 contains 50293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691904.000000 Penalty: 85624.171875
Iteration 398Q: 27 clusters Score -1.066919e+08 nChanged 605
Entering ConstructFrom: 
Score: -106691904.000000 Penalty: 85624.171875
Entering ConstructFrom: 
Trying to split cluster 1 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -23531.537109 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -23531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22500.693359 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -22500.69 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22784.292969 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -22784.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22923.105469 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -22923.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22998.585938 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -22998.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23010.537109 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -23010.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23013.562500 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -23013.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23018.023438 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -23018.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23035.201172 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -23035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23035.201172 Penalty: 2845.339844
	Iteration 8F: 3 clusters Score -23035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Entering Unmasked Estep 
Score: -8546400.000000 Penalty: 2659.855957
	Iteration 0F: 2 clusters Score -8546400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -8517608.000000 Penalty: 5319.711914
	Iteration 0F: 3 clusters Score -8517608 nChanged 21038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -8529116.000000 Penalty: 5319.711914
	Iteration 1F: 3 clusters Score -8529116 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -8529633.000000 Penalty: 5319.711914
	Iteration 2Q: 3 clusters Score -8529633 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -8530107.000000 Penalty: 5319.711914
	Iteration 3Q: 3 clusters Score -8530107 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -8530589.000000 Penalty: 5319.711914
	Iteration 4Q: 3 clusters Score -8530589 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -8531073.000000 Penalty: 5319.711914
	Iteration 5Q: 3 clusters Score -8531073 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -8531619.000000 Penalty: 5319.711914
	Iteration 6Q: 3 clusters Score -8531619 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -8532416.000000 Penalty: 5319.711914
	Iteration 7Q: 3 clusters Score -8532416 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -8533296.000000 Penalty: 5319.711914
	Iteration 8Q: 3 clusters Score -8533296 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -8534345.000000 Penalty: 5319.711914
	Iteration 9F: 3 clusters Score -8534345 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -8535552.000000 Penalty: 5319.711914
	Iteration 10F: 3 clusters Score -8535552 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -8536921.000000 Penalty: 5319.711914
	Iteration 11F: 3 clusters Score -8536921 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -8538438.000000 Penalty: 5319.711914
	Iteration 12F: 3 clusters Score -8538438 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -8539893.000000 Penalty: 5319.711914
	Iteration 13Q: 3 clusters Score -8539893 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -8541107.000000 Penalty: 5319.711914
	Iteration 14Q: 3 clusters Score -8541107 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -8542315.000000 Penalty: 5319.711914
	Iteration 15Q: 3 clusters Score -8542315 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -8543206.000000 Penalty: 5319.711914
	Iteration 16Q: 3 clusters Score -8543206 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8543652.000000 Penalty: 5319.711914
	Iteration 17Q: 3 clusters Score -8543652 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8543979.000000 Penalty: 5319.711914
	Iteration 18Q: 3 clusters Score -8543979 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8544160.000000 Penalty: 5319.711914
	Iteration 19Q: 3 clusters Score -8544160 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8544224.000000 Penalty: 5319.711914
	Iteration 20F: 3 clusters Score -8544224 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8544249.000000 Penalty: 5319.711914
	Iteration 21Q: 3 clusters Score -8544249 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8544286.000000 Penalty: 5319.711914
	Iteration 22Q: 3 clusters Score -8544286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8544318.000000 Penalty: 5319.711914
	Iteration 23Q: 3 clusters Score -8544318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8544321.000000 Penalty: 5319.711914
	Iteration 24Q: 3 clusters Score -8544321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8544319.000000 Penalty: 5319.711914
	Iteration 25Q: 3 clusters Score -8544319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8544353.000000 Penalty: 5319.711914
	Iteration 26Q: 3 clusters Score -8544353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8544344.000000 Penalty: 5319.711914
	Iteration 27Q: 3 clusters Score -8544344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8544350.000000 Penalty: 5319.711914
	Iteration 28Q: 3 clusters Score -8544350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8544352.000000 Penalty: 5319.711914
	Iteration 29Q: 3 clusters Score -8544352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8544356.000000 Penalty: 5319.711914
	Iteration 30Q: 3 clusters Score -8544356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8544354.000000 Penalty: 5319.711914
	Iteration 31Q: 3 clusters Score -8544354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8544360.000000 Penalty: 5319.711914
	Iteration 32Q: 3 clusters Score -8544360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8544367.000000 Penalty: 5319.711914
	Iteration 33Q: 3 clusters Score -8544367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8544372.000000 Penalty: 5319.711914
	Iteration 34Q: 3 clusters Score -8544372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8544372.000000 Penalty: 5319.711914
	Iteration 35Q: 3 clusters Score -8544372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8544367.000000 Penalty: 5319.711914
	Iteration 36Q: 3 clusters Score -8544367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8544364.000000 Penalty: 5319.711914
	Iteration 37Q: 3 clusters Score -8544364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8544360.000000 Penalty: 5319.711914
	Iteration 38Q: 3 clusters Score -8544360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8544357.000000 Penalty: 5319.711914
	Iteration 39Q: 3 clusters Score -8544357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8544357.000000 Penalty: 5319.711914
	Iteration 40F: 3 clusters Score -8544357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Entering Unmasked Estep 
Score: -8074821.000000 Penalty: 2649.496826
	Iteration 0F: 2 clusters Score -8074821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -8045987.000000 Penalty: 5298.993652
	Iteration 0F: 3 clusters Score -8045987 nChanged 20129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -8057001.000000 Penalty: 5298.993652
	Iteration 1F: 3 clusters Score -8057001 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -8057605.500000 Penalty: 5298.993652
	Iteration 2Q: 3 clusters Score -8057606 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -8058350.500000 Penalty: 5298.993652
	Iteration 3Q: 3 clusters Score -8058350 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -8059320.000000 Penalty: 5298.993652
	Iteration 4Q: 3 clusters Score -8059320 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -8060253.500000 Penalty: 5298.993652
	Iteration 5Q: 3 clusters Score -8060254 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -8061217.000000 Penalty: 5298.993652
	Iteration 6Q: 3 clusters Score -8061217 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -8062364.000000 Penalty: 5298.993652
	Iteration 7F: 3 clusters Score -8062364 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -8063730.500000 Penalty: 5298.993652
	Iteration 8F: 3 clusters Score -8063730 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -8065416.000000 Penalty: 5298.993652
	Iteration 9F: 3 clusters Score -8065416 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -8067375.500000 Penalty: 5298.993652
	Iteration 10F: 3 clusters Score -8067376 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -8069073.000000 Penalty: 5298.993652
	Iteration 11F: 3 clusters Score -8069073 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -8070223.000000 Penalty: 5298.993652
	Iteration 12Q: 3 clusters Score -8070223 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -8070866.000000 Penalty: 5298.993652
	Iteration 13Q: 3 clusters Score -8070866 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -8071314.000000 Penalty: 5298.993652
	Iteration 14Q: 3 clusters Score -8071314 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -8071652.000000 Penalty: 5298.993652
	Iteration 15Q: 3 clusters Score -8071652 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -8071929.500000 Penalty: 5298.993652
	Iteration 16Q: 3 clusters Score -8071930 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -8072189.500000 Penalty: 5298.993652
	Iteration 17Q: 3 clusters Score -8072190 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -8072423.500000 Penalty: 5298.993652
	Iteration 18Q: 3 clusters Score -8072424 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -8072590.000000 Penalty: 5298.993652
	Iteration 19Q: 3 clusters Score -8072590 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -8072760.500000 Penalty: 5298.993652
	Iteration 20F: 3 clusters Score -8072760 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -8072902.000000 Penalty: 5298.993652
	Iteration 21Q: 3 clusters Score -8072902 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -8073015.500000 Penalty: 5298.993652
	Iteration 22Q: 3 clusters Score -8073016 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -8073122.000000 Penalty: 5298.993652
	Iteration 23Q: 3 clusters Score -8073122 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -8073214.500000 Penalty: 5298.993652
	Iteration 24Q: 3 clusters Score -8073214 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -8073255.000000 Penalty: 5298.993652
	Iteration 25Q: 3 clusters Score -8073255 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -8073330.500000 Penalty: 5298.993652
	Iteration 26Q: 3 clusters Score -8073330 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -8073400.000000 Penalty: 5298.993652
	Iteration 27Q: 3 clusters Score -8073400 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -8073414.000000 Penalty: 5298.993652
	Iteration 28Q: 3 clusters Score -8073414 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -8073461.500000 Penalty: 5298.993652
	Iteration 29Q: 3 clusters Score -8073462 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -8073504.500000 Penalty: 5298.993652
	Iteration 30Q: 3 clusters Score -8073504 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -8073542.500000 Penalty: 5298.993652
	Iteration 31Q: 3 clusters Score -8073542 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8073581.000000 Penalty: 5298.993652
	Iteration 32Q: 3 clusters Score -8073581 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8073607.500000 Penalty: 5298.993652
	Iteration 33Q: 3 clusters Score -8073608 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -8073625.500000 Penalty: 5298.993652
	Iteration 34Q: 3 clusters Score -8073626 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8073675.000000 Penalty: 5298.993652
	Iteration 35Q: 3 clusters Score -8073675 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8073692.000000 Penalty: 5298.993652
	Iteration 36Q: 3 clusters Score -8073692 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8073731.000000 Penalty: 5298.993652
	Iteration 37Q: 3 clusters Score -8073731 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -8073744.500000 Penalty: 5298.993652
	Iteration 38Q: 3 clusters Score -8073744 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8073758.000000 Penalty: 5298.993652
	Iteration 39Q: 3 clusters Score -8073758 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8073765.500000 Penalty: 5298.993652
	Iteration 40F: 3 clusters Score -8073766 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -8073764.000000 Penalty: 5298.993652
	Iteration 41Q: 3 clusters Score -8073764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8073760.000000 Penalty: 5298.993652
	Iteration 42Q: 3 clusters Score -8073760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8073777.000000 Penalty: 5298.993652
	Iteration 43Q: 3 clusters Score -8073777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -8073776.000000 Penalty: 5298.993652
	Iteration 44Q: 3 clusters Score -8073776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8073765.500000 Penalty: 5298.993652
	Iteration 45Q: 3 clusters Score -8073766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8073777.500000 Penalty: 5298.993652
	Iteration 46Q: 3 clusters Score -8073778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8073766.000000 Penalty: 5298.993652
	Iteration 47Q: 3 clusters Score -8073766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8073770.500000 Penalty: 5298.993652
	Iteration 48Q: 3 clusters Score -8073770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8073766.500000 Penalty: 5298.993652
	Iteration 49Q: 3 clusters Score -8073766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8073777.000000 Penalty: 5298.993652
	Iteration 50Q: 3 clusters Score -8073777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8073771.500000 Penalty: 5298.993652
	Iteration 51Q: 3 clusters Score -8073772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8073768.500000 Penalty: 5298.993652
	Iteration 52Q: 3 clusters Score -8073768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8073784.500000 Penalty: 5298.993652
	Iteration 53Q: 3 clusters Score -8073784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8073778.000000 Penalty: 5298.993652
	Iteration 54Q: 3 clusters Score -8073778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8073778.000000 Penalty: 5298.993652
	Iteration 55Q: 3 clusters Score -8073778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8073784.500000 Penalty: 5298.993652
	Iteration 56Q: 3 clusters Score -8073784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8073784.500000 Penalty: 5298.993652
	Iteration 57Q: 3 clusters Score -8073784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8073787.500000 Penalty: 5298.993652
	Iteration 58Q: 3 clusters Score -8073788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8073788.000000 Penalty: 5298.993652
	Iteration 59Q: 3 clusters Score -8073788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8073785.000000 Penalty: 5298.993652
	Iteration 60F: 3 clusters Score -8073785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8073784.000000 Penalty: 5298.993652
	Iteration 61Q: 3 clusters Score -8073784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8073786.000000 Penalty: 5298.993652
	Iteration 62Q: 3 clusters Score -8073786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8073789.000000 Penalty: 5298.993652
	Iteration 63Q: 3 clusters Score -8073789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8073788.000000 Penalty: 5298.993652
	Iteration 64Q: 3 clusters Score -8073788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8073796.000000 Penalty: 5298.993652
	Iteration 65Q: 3 clusters Score -8073796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8073796.500000 Penalty: 5298.993652
	Iteration 66Q: 3 clusters Score -8073796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8073796.500000 Penalty: 5298.993652
	Iteration 67F: 3 clusters Score -8073796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Entering Unmasked Estep 
Score: -6362286.000000 Penalty: 2596.269775
	Iteration 0F: 2 clusters Score -6362286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -6338462.000000 Penalty: 5192.539551
	Iteration 0F: 3 clusters Score -6338462 nChanged 15934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -6347057.500000 Penalty: 5192.539551
	Iteration 1F: 3 clusters Score -6347058 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -6347393.500000 Penalty: 5192.539551
	Iteration 2Q: 3 clusters Score -6347394 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -6347637.000000 Penalty: 5192.539551
	Iteration 3Q: 3 clusters Score -6347637 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -6347878.000000 Penalty: 5192.539551
	Iteration 4Q: 3 clusters Score -6347878 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -6348040.500000 Penalty: 5192.539551
	Iteration 5Q: 3 clusters Score -6348040 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -6348191.500000 Penalty: 5192.539551
	Iteration 6Q: 3 clusters Score -6348192 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -6348327.500000 Penalty: 5192.539551
	Iteration 7Q: 3 clusters Score -6348328 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -6348459.000000 Penalty: 5192.539551
	Iteration 8Q: 3 clusters Score -6348459 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -6348578.500000 Penalty: 5192.539551
	Iteration 9Q: 3 clusters Score -6348578 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -6348686.000000 Penalty: 5192.539551
	Iteration 10Q: 3 clusters Score -6348686 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -6348736.000000 Penalty: 5192.539551
	Iteration 11Q: 3 clusters Score -6348736 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -6348831.000000 Penalty: 5192.539551
	Iteration 12Q: 3 clusters Score -6348831 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -6348946.500000 Penalty: 5192.539551
	Iteration 13Q: 3 clusters Score -6348946 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -6349059.000000 Penalty: 5192.539551
	Iteration 14Q: 3 clusters Score -6349059 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -6349179.000000 Penalty: 5192.539551
	Iteration 15Q: 3 clusters Score -6349179 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -6349402.000000 Penalty: 5192.539551
	Iteration 16Q: 3 clusters Score -6349402 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -6349631.500000 Penalty: 5192.539551
	Iteration 17Q: 3 clusters Score -6349632 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -6349980.000000 Penalty: 5192.539551
	Iteration 18Q: 3 clusters Score -6349980 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -6350332.000000 Penalty: 5192.539551
	Iteration 19Q: 3 clusters Score -6350332 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -6350858.000000 Penalty: 5192.539551
	Iteration 20F: 3 clusters Score -6350858 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -6351549.500000 Penalty: 5192.539551
	Iteration 21Q: 3 clusters Score -6351550 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -6352354.500000 Penalty: 5192.539551
	Iteration 22Q: 3 clusters Score -6352354 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -6353188.500000 Penalty: 5192.539551
	Iteration 23Q: 3 clusters Score -6353188 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -6353856.000000 Penalty: 5192.539551
	Iteration 24Q: 3 clusters Score -6353856 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -6354288.500000 Penalty: 5192.539551
	Iteration 25Q: 3 clusters Score -6354288 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -6354617.500000 Penalty: 5192.539551
	Iteration 26Q: 3 clusters Score -6354618 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -6354887.000000 Penalty: 5192.539551
	Iteration 27Q: 3 clusters Score -6354887 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -6355164.500000 Penalty: 5192.539551
	Iteration 28Q: 3 clusters Score -6355164 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -6355454.000000 Penalty: 5192.539551
	Iteration 29Q: 3 clusters Score -6355454 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -6355805.000000 Penalty: 5192.539551
	Iteration 30Q: 3 clusters Score -6355805 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -6356156.000000 Penalty: 5192.539551
	Iteration 31Q: 3 clusters Score -6356156 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -6356548.000000 Penalty: 5192.539551
	Iteration 32Q: 3 clusters Score -6356548 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -6356957.000000 Penalty: 5192.539551
	Iteration 33Q: 3 clusters Score -6356957 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -6357378.000000 Penalty: 5192.539551
	Iteration 34Q: 3 clusters Score -6357378 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6357819.500000 Penalty: 5192.539551
	Iteration 35Q: 3 clusters Score -6357820 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6358250.500000 Penalty: 5192.539551
	Iteration 36Q: 3 clusters Score -6358250 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6358661.500000 Penalty: 5192.539551
	Iteration 37Q: 3 clusters Score -6358662 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6359018.500000 Penalty: 5192.539551
	Iteration 38Q: 3 clusters Score -6359018 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6359306.500000 Penalty: 5192.539551
	Iteration 39Q: 3 clusters Score -6359306 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6359511.000000 Penalty: 5192.539551
	Iteration 40F: 3 clusters Score -6359511 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6359666.000000 Penalty: 5192.539551
	Iteration 41Q: 3 clusters Score -6359666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6359764.000000 Penalty: 5192.539551
	Iteration 42Q: 3 clusters Score -6359764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6359825.500000 Penalty: 5192.539551
	Iteration 43Q: 3 clusters Score -6359826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6359846.500000 Penalty: 5192.539551
	Iteration 44Q: 3 clusters Score -6359846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6359878.000000 Penalty: 5192.539551
	Iteration 45Q: 3 clusters Score -6359878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6359906.500000 Penalty: 5192.539551
	Iteration 46Q: 3 clusters Score -6359906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6359915.000000 Penalty: 5192.539551
	Iteration 47Q: 3 clusters Score -6359915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6359930.000000 Penalty: 5192.539551
	Iteration 48Q: 3 clusters Score -6359930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6359940.000000 Penalty: 5192.539551
	Iteration 49Q: 3 clusters Score -6359940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6359941.000000 Penalty: 5192.539551
	Iteration 50Q: 3 clusters Score -6359941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6359942.000000 Penalty: 5192.539551
	Iteration 51Q: 3 clusters Score -6359942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6359960.000000 Penalty: 5192.539551
	Iteration 52Q: 3 clusters Score -6359960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6359962.000000 Penalty: 5192.539551
	Iteration 53Q: 3 clusters Score -6359962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6359970.500000 Penalty: 5192.539551
	Iteration 54Q: 3 clusters Score -6359970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6359970.500000 Penalty: 5192.539551
	Iteration 55F: 3 clusters Score -6359970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -48712.707031 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -48712.71 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 239 members 
Entering Unmasked Estep 
Score: -47340.628906 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -47340.63 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47754.097656 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -47754.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47934.109375 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -47934.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48003.761719 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -48003.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48036.695312 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -48036.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48070.894531 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -48070.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48092.558594 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -48092.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48101.406250 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -48101.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48110.898438 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -48110.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48125.347656 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -48125.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48142.230469 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -48142.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48160.656250 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -48160.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48165.863281 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -48165.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48174.093750 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -48174.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48177.480469 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -48177.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48179.378906 Penalty: 3029.083252
	Iteration 15F: 3 clusters Score -48179.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48185.507812 Penalty: 3029.083252
	Iteration 16Q: 3 clusters Score -48185.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48192.605469 Penalty: 3029.083252
	Iteration 17Q: 3 clusters Score -48192.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48194.117188 Penalty: 3029.083252
	Iteration 18Q: 3 clusters Score -48194.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48194.648438 Penalty: 3029.083252
	Iteration 19Q: 3 clusters Score -48194.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48194.648438 Penalty: 3029.083252
	Iteration 20F: 3 clusters Score -48194.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Entering Unmasked Estep 
Score: -8546176.000000 Penalty: 2660.161133
	Iteration 0F: 2 clusters Score -8546176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -8517553.000000 Penalty: 5320.322266
	Iteration 0F: 3 clusters Score -8517553 nChanged 20931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -8528802.000000 Penalty: 5320.322266
	Iteration 1F: 3 clusters Score -8528802 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -8529293.000000 Penalty: 5320.322266
	Iteration 2Q: 3 clusters Score -8529293 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -8529759.000000 Penalty: 5320.322266
	Iteration 3Q: 3 clusters Score -8529759 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -8530235.000000 Penalty: 5320.322266
	Iteration 4Q: 3 clusters Score -8530235 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -8530802.000000 Penalty: 5320.322266
	Iteration 5Q: 3 clusters Score -8530802 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -8531574.000000 Penalty: 5320.322266
	Iteration 6Q: 3 clusters Score -8531574 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -8532734.000000 Penalty: 5320.322266
	Iteration 7Q: 3 clusters Score -8532734 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -8534239.000000 Penalty: 5320.322266
	Iteration 8F: 3 clusters Score -8534239 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -8536137.000000 Penalty: 5320.322266
	Iteration 9F: 3 clusters Score -8536137 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -8537544.000000 Penalty: 5320.322266
	Iteration 10F: 3 clusters Score -8537544 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -8538375.000000 Penalty: 5320.322266
	Iteration 11Q: 3 clusters Score -8538375 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -8538728.000000 Penalty: 5320.322266
	Iteration 12Q: 3 clusters Score -8538728 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -8538818.000000 Penalty: 5320.322266
	Iteration 13Q: 3 clusters Score -8538818 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -8538860.000000 Penalty: 5320.322266
	Iteration 14Q: 3 clusters Score -8538860 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -8538936.000000 Penalty: 5320.322266
	Iteration 15Q: 3 clusters Score -8538936 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -8538969.000000 Penalty: 5320.322266
	Iteration 16Q: 3 clusters Score -8538969 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -8538996.000000 Penalty: 5320.322266
	Iteration 17Q: 3 clusters Score -8538996 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -8539079.000000 Penalty: 5320.322266
	Iteration 18Q: 3 clusters Score -8539079 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -8539156.000000 Penalty: 5320.322266
	Iteration 19Q: 3 clusters Score -8539156 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -8539183.000000 Penalty: 5320.322266
	Iteration 20F: 3 clusters Score -8539183 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -8539227.000000 Penalty: 5320.322266
	Iteration 21Q: 3 clusters Score -8539227 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -8539261.000000 Penalty: 5320.322266
	Iteration 22Q: 3 clusters Score -8539261 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -8539303.000000 Penalty: 5320.322266
	Iteration 23Q: 3 clusters Score -8539303 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -8539345.000000 Penalty: 5320.322266
	Iteration 24Q: 3 clusters Score -8539345 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -8539389.000000 Penalty: 5320.322266
	Iteration 25Q: 3 clusters Score -8539389 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -8539414.000000 Penalty: 5320.322266
	Iteration 26Q: 3 clusters Score -8539414 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -8539469.000000 Penalty: 5320.322266
	Iteration 27Q: 3 clusters Score -8539469 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -8539516.000000 Penalty: 5320.322266
	Iteration 28Q: 3 clusters Score -8539516 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -8539539.000000 Penalty: 5320.322266
	Iteration 29Q: 3 clusters Score -8539539 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -8539578.000000 Penalty: 5320.322266
	Iteration 30Q: 3 clusters Score -8539578 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -8539609.000000 Penalty: 5320.322266
	Iteration 31Q: 3 clusters Score -8539609 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -8539638.000000 Penalty: 5320.322266
	Iteration 32Q: 3 clusters Score -8539638 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -8539676.000000 Penalty: 5320.322266
	Iteration 33Q: 3 clusters Score -8539676 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -8539700.000000 Penalty: 5320.322266
	Iteration 34Q: 3 clusters Score -8539700 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -8539726.000000 Penalty: 5320.322266
	Iteration 35Q: 3 clusters Score -8539726 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -8539776.000000 Penalty: 5320.322266
	Iteration 36Q: 3 clusters Score -8539776 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -8539797.000000 Penalty: 5320.322266
	Iteration 37Q: 3 clusters Score -8539797 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -8539848.000000 Penalty: 5320.322266
	Iteration 38Q: 3 clusters Score -8539848 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -8539903.000000 Penalty: 5320.322266
	Iteration 39Q: 3 clusters Score -8539903 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -8539956.000000 Penalty: 5320.322266
	Iteration 40F: 3 clusters Score -8539956 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -8539986.000000 Penalty: 5320.322266
	Iteration 41Q: 3 clusters Score -8539986 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -8540041.000000 Penalty: 5320.322266
	Iteration 42Q: 3 clusters Score -8540041 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -8540110.000000 Penalty: 5320.322266
	Iteration 43Q: 3 clusters Score -8540110 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -8540190.000000 Penalty: 5320.322266
	Iteration 44Q: 3 clusters Score -8540190 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -8540231.000000 Penalty: 5320.322266
	Iteration 45Q: 3 clusters Score -8540231 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -8540325.000000 Penalty: 5320.322266
	Iteration 46Q: 3 clusters Score -8540325 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -8540387.000000 Penalty: 5320.322266
	Iteration 47Q: 3 clusters Score -8540387 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -8540495.000000 Penalty: 5320.322266
	Iteration 48Q: 3 clusters Score -8540495 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -8540594.000000 Penalty: 5320.322266
	Iteration 49Q: 3 clusters Score -8540594 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -8540737.000000 Penalty: 5320.322266
	Iteration 50Q: 3 clusters Score -8540737 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -8540801.000000 Penalty: 5320.322266
	Iteration 51Q: 3 clusters Score -8540801 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -8540923.000000 Penalty: 5320.322266
	Iteration 52Q: 3 clusters Score -8540923 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -8541029.000000 Penalty: 5320.322266
	Iteration 53Q: 3 clusters Score -8541029 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -8541127.000000 Penalty: 5320.322266
	Iteration 54Q: 3 clusters Score -8541127 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -8541280.000000 Penalty: 5320.322266
	Iteration 55Q: 3 clusters Score -8541280 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -8541495.000000 Penalty: 5320.322266
	Iteration 56Q: 3 clusters Score -8541495 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -8541687.000000 Penalty: 5320.322266
	Iteration 57Q: 3 clusters Score -8541687 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -8541892.000000 Penalty: 5320.322266
	Iteration 58Q: 3 clusters Score -8541892 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -8542115.000000 Penalty: 5320.322266
	Iteration 59Q: 3 clusters Score -8542115 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -8542367.000000 Penalty: 5320.322266
	Iteration 60F: 3 clusters Score -8542367 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -8542567.000000 Penalty: 5320.322266
	Iteration 61Q: 3 clusters Score -8542567 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -8542805.000000 Penalty: 5320.322266
	Iteration 62Q: 3 clusters Score -8542805 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -8543083.000000 Penalty: 5320.322266
	Iteration 63Q: 3 clusters Score -8543083 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -8543237.000000 Penalty: 5320.322266
	Iteration 64Q: 3 clusters Score -8543237 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -8543343.000000 Penalty: 5320.322266
	Iteration 65Q: 3 clusters Score -8543343 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8543437.000000 Penalty: 5320.322266
	Iteration 66Q: 3 clusters Score -8543437 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -8543549.000000 Penalty: 5320.322266
	Iteration 67Q: 3 clusters Score -8543549 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8543626.000000 Penalty: 5320.322266
	Iteration 68Q: 3 clusters Score -8543626 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -8543710.000000 Penalty: 5320.322266
	Iteration 69Q: 3 clusters Score -8543710 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8543765.000000 Penalty: 5320.322266
	Iteration 70Q: 3 clusters Score -8543765 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8543807.000000 Penalty: 5320.322266
	Iteration 71Q: 3 clusters Score -8543807 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8543858.000000 Penalty: 5320.322266
	Iteration 72Q: 3 clusters Score -8543858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8543905.000000 Penalty: 5320.322266
	Iteration 73Q: 3 clusters Score -8543905 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8543931.000000 Penalty: 5320.322266
	Iteration 74Q: 3 clusters Score -8543931 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8543960.000000 Penalty: 5320.322266
	Iteration 75Q: 3 clusters Score -8543960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8544004.000000 Penalty: 5320.322266
	Iteration 76Q: 3 clusters Score -8544004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8544035.000000 Penalty: 5320.322266
	Iteration 77Q: 3 clusters Score -8544035 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8544054.000000 Penalty: 5320.322266
	Iteration 78Q: 3 clusters Score -8544054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8544075.000000 Penalty: 5320.322266
	Iteration 79Q: 3 clusters Score -8544075 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8544091.000000 Penalty: 5320.322266
	Iteration 80F: 3 clusters Score -8544091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8544097.000000 Penalty: 5320.322266
	Iteration 81Q: 3 clusters Score -8544097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8544126.000000 Penalty: 5320.322266
	Iteration 82Q: 3 clusters Score -8544126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8544140.000000 Penalty: 5320.322266
	Iteration 83Q: 3 clusters Score -8544140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8544151.000000 Penalty: 5320.322266
	Iteration 84Q: 3 clusters Score -8544151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8544151.000000 Penalty: 5320.322266
	Iteration 85Q: 3 clusters Score -8544151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8544152.000000 Penalty: 5320.322266
	Iteration 86Q: 3 clusters Score -8544152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8544157.000000 Penalty: 5320.322266
	Iteration 87Q: 3 clusters Score -8544157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8544170.000000 Penalty: 5320.322266
	Iteration 88Q: 3 clusters Score -8544170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8544182.000000 Penalty: 5320.322266
	Iteration 89Q: 3 clusters Score -8544182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8544190.000000 Penalty: 5320.322266
	Iteration 90Q: 3 clusters Score -8544190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8544197.000000 Penalty: 5320.322266
	Iteration 91Q: 3 clusters Score -8544197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8544210.000000 Penalty: 5320.322266
	Iteration 92Q: 3 clusters Score -8544210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8544214.000000 Penalty: 5320.322266
	Iteration 93Q: 3 clusters Score -8544214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8544229.000000 Penalty: 5320.322266
	Iteration 94Q: 3 clusters Score -8544229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8544225.000000 Penalty: 5320.322266
	Iteration 95Q: 3 clusters Score -8544225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8544229.000000 Penalty: 5320.322266
	Iteration 96Q: 3 clusters Score -8544229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8544227.000000 Penalty: 5320.322266
	Iteration 97Q: 3 clusters Score -8544227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8544222.000000 Penalty: 5320.322266
	Iteration 98Q: 3 clusters Score -8544222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8544230.000000 Penalty: 5320.322266
	Iteration 99Q: 3 clusters Score -8544230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8544225.000000 Penalty: 5320.322266
	Iteration 100F: 3 clusters Score -8544225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8544232.000000 Penalty: 5320.322266
	Iteration 101Q: 3 clusters Score -8544232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8544224.000000 Penalty: 5320.322266
	Iteration 102Q: 3 clusters Score -8544224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8544224.000000 Penalty: 5320.322266
	Iteration 103Q: 3 clusters Score -8544224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8544225.000000 Penalty: 5320.322266
	Iteration 104Q: 3 clusters Score -8544225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8544225.000000 Penalty: 5320.322266
	Iteration 105Q: 3 clusters Score -8544225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8544230.000000 Penalty: 5320.322266
	Iteration 106Q: 3 clusters Score -8544230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8544234.000000 Penalty: 5320.322266
	Iteration 107Q: 3 clusters Score -8544234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8544232.000000 Penalty: 5320.322266
	Iteration 108Q: 3 clusters Score -8544232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8544227.000000 Penalty: 5320.322266
	Iteration 109Q: 3 clusters Score -8544227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8544227.000000 Penalty: 5320.322266
	Iteration 110F: 3 clusters Score -8544227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Entering Unmasked Estep 
Score: -8333934.000000 Penalty: 2656.728760
	Iteration 0F: 2 clusters Score -8333934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -8304845.000000 Penalty: 5313.457520
	Iteration 0F: 3 clusters Score -8304845 nChanged 20681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -8316219.000000 Penalty: 5313.457520
	Iteration 1F: 3 clusters Score -8316219 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -8316661.500000 Penalty: 5313.457520
	Iteration 2Q: 3 clusters Score -8316662 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -8317151.500000 Penalty: 5313.457520
	Iteration 3Q: 3 clusters Score -8317152 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -8317741.000000 Penalty: 5313.457520
	Iteration 4Q: 3 clusters Score -8317741 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -8318589.000000 Penalty: 5313.457520
	Iteration 5Q: 3 clusters Score -8318589 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -8319874.000000 Penalty: 5313.457520
	Iteration 6F: 3 clusters Score -8319874 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -8321913.500000 Penalty: 5313.457520
	Iteration 7F: 3 clusters Score -8321914 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -8324797.500000 Penalty: 5313.457520
	Iteration 8F: 3 clusters Score -8324798 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -8327944.500000 Penalty: 5313.457520
	Iteration 9F: 3 clusters Score -8327944 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8330219.500000 Penalty: 5313.457520
	Iteration 10F: 3 clusters Score -8330220 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8331111.500000 Penalty: 5313.457520
	Iteration 11Q: 3 clusters Score -8331112 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8331386.000000 Penalty: 5313.457520
	Iteration 12Q: 3 clusters Score -8331386 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8331511.000000 Penalty: 5313.457520
	Iteration 13Q: 3 clusters Score -8331511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8331571.500000 Penalty: 5313.457520
	Iteration 14Q: 3 clusters Score -8331572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8331617.500000 Penalty: 5313.457520
	Iteration 15Q: 3 clusters Score -8331618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8331654.000000 Penalty: 5313.457520
	Iteration 16Q: 3 clusters Score -8331654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8331669.000000 Penalty: 5313.457520
	Iteration 17Q: 3 clusters Score -8331669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8331684.000000 Penalty: 5313.457520
	Iteration 18Q: 3 clusters Score -8331684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8331683.500000 Penalty: 5313.457520
	Iteration 19Q: 3 clusters Score -8331684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8331690.000000 Penalty: 5313.457520
	Iteration 20F: 3 clusters Score -8331690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8331694.500000 Penalty: 5313.457520
	Iteration 21Q: 3 clusters Score -8331694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8331696.500000 Penalty: 5313.457520
	Iteration 22Q: 3 clusters Score -8331696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8331703.500000 Penalty: 5313.457520
	Iteration 23Q: 3 clusters Score -8331704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8331708.000000 Penalty: 5313.457520
	Iteration 24Q: 3 clusters Score -8331708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8331717.500000 Penalty: 5313.457520
	Iteration 25Q: 3 clusters Score -8331718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8331719.500000 Penalty: 5313.457520
	Iteration 26Q: 3 clusters Score -8331720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8331719.500000 Penalty: 5313.457520
	Iteration 27F: 3 clusters Score -8331720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Entering Unmasked Estep 
Score: -1231852.875000 Penalty: 2182.465576
	Iteration 0F: 2 clusters Score -1231853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1226307.875000 Penalty: 4364.931152
	Iteration 0F: 3 clusters Score -1226308 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1227723.625000 Penalty: 4364.931152
	Iteration 1F: 3 clusters Score -1227724 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1227953.375000 Penalty: 4364.931152
	Iteration 2F: 3 clusters Score -1227953 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1228082.000000 Penalty: 4364.931152
	Iteration 3Q: 3 clusters Score -1228082 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1228158.875000 Penalty: 4364.931152
	Iteration 4Q: 3 clusters Score -1228159 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1228216.375000 Penalty: 4364.931152
	Iteration 5Q: 3 clusters Score -1228216 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1228264.875000 Penalty: 4364.931152
	Iteration 6Q: 3 clusters Score -1228265 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1228304.625000 Penalty: 4364.931152
	Iteration 7Q: 3 clusters Score -1228305 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1228337.625000 Penalty: 4364.931152
	Iteration 8Q: 3 clusters Score -1228338 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1228366.375000 Penalty: 4364.931152
	Iteration 9Q: 3 clusters Score -1228366 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1228404.375000 Penalty: 4364.931152
	Iteration 10Q: 3 clusters Score -1228404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1228430.375000 Penalty: 4364.931152
	Iteration 11Q: 3 clusters Score -1228430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1228461.000000 Penalty: 4364.931152
	Iteration 12Q: 3 clusters Score -1228461 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1228492.500000 Penalty: 4364.931152
	Iteration 13Q: 3 clusters Score -1228492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1228525.125000 Penalty: 4364.931152
	Iteration 14Q: 3 clusters Score -1228525 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1228543.875000 Penalty: 4364.931152
	Iteration 15Q: 3 clusters Score -1228544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1228561.125000 Penalty: 4364.931152
	Iteration 16Q: 3 clusters Score -1228561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1228573.875000 Penalty: 4364.931152
	Iteration 17Q: 3 clusters Score -1228574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1228586.250000 Penalty: 4364.931152
	Iteration 18Q: 3 clusters Score -1228586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1228608.750000 Penalty: 4364.931152
	Iteration 19Q: 3 clusters Score -1228609 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1228642.500000 Penalty: 4364.931152
	Iteration 20F: 3 clusters Score -1228642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1228679.125000 Penalty: 4364.931152
	Iteration 21Q: 3 clusters Score -1228679 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1228707.250000 Penalty: 4364.931152
	Iteration 22Q: 3 clusters Score -1228707 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1228736.125000 Penalty: 4364.931152
	Iteration 23Q: 3 clusters Score -1228736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1228765.250000 Penalty: 4364.931152
	Iteration 24Q: 3 clusters Score -1228765 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1228794.500000 Penalty: 4364.931152
	Iteration 25Q: 3 clusters Score -1228794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1228823.250000 Penalty: 4364.931152
	Iteration 26Q: 3 clusters Score -1228823 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1228852.625000 Penalty: 4364.931152
	Iteration 27Q: 3 clusters Score -1228853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1228873.500000 Penalty: 4364.931152
	Iteration 28Q: 3 clusters Score -1228874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1228895.500000 Penalty: 4364.931152
	Iteration 29Q: 3 clusters Score -1228896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1228915.125000 Penalty: 4364.931152
	Iteration 30Q: 3 clusters Score -1228915 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1228938.250000 Penalty: 4364.931152
	Iteration 31Q: 3 clusters Score -1228938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1228957.625000 Penalty: 4364.931152
	Iteration 32Q: 3 clusters Score -1228958 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1228985.500000 Penalty: 4364.931152
	Iteration 33Q: 3 clusters Score -1228986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1229015.000000 Penalty: 4364.931152
	Iteration 34Q: 3 clusters Score -1229015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1229041.875000 Penalty: 4364.931152
	Iteration 35Q: 3 clusters Score -1229042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1229060.875000 Penalty: 4364.931152
	Iteration 36Q: 3 clusters Score -1229061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1229079.000000 Penalty: 4364.931152
	Iteration 37Q: 3 clusters Score -1229079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1229103.875000 Penalty: 4364.931152
	Iteration 38Q: 3 clusters Score -1229104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1229131.750000 Penalty: 4364.931152
	Iteration 39Q: 3 clusters Score -1229132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1229165.375000 Penalty: 4364.931152
	Iteration 40F: 3 clusters Score -1229165 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1229198.375000 Penalty: 4364.931152
	Iteration 41Q: 3 clusters Score -1229198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1229230.875000 Penalty: 4364.931152
	Iteration 42Q: 3 clusters Score -1229231 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1229270.500000 Penalty: 4364.931152
	Iteration 43Q: 3 clusters Score -1229270 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1229317.000000 Penalty: 4364.931152
	Iteration 44Q: 3 clusters Score -1229317 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1229361.500000 Penalty: 4364.931152
	Iteration 45Q: 3 clusters Score -1229362 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1229411.750000 Penalty: 4364.931152
	Iteration 46Q: 3 clusters Score -1229412 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1229465.000000 Penalty: 4364.931152
	Iteration 47Q: 3 clusters Score -1229465 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1229510.000000 Penalty: 4364.931152
	Iteration 48Q: 3 clusters Score -1229510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1229555.250000 Penalty: 4364.931152
	Iteration 49Q: 3 clusters Score -1229555 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1229589.250000 Penalty: 4364.931152
	Iteration 50Q: 3 clusters Score -1229589 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1229629.375000 Penalty: 4364.931152
	Iteration 51Q: 3 clusters Score -1229629 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1229658.125000 Penalty: 4364.931152
	Iteration 52Q: 3 clusters Score -1229658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1229686.875000 Penalty: 4364.931152
	Iteration 53Q: 3 clusters Score -1229687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1229708.000000 Penalty: 4364.931152
	Iteration 54Q: 3 clusters Score -1229708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1229720.500000 Penalty: 4364.931152
	Iteration 55Q: 3 clusters Score -1229720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1229732.250000 Penalty: 4364.931152
	Iteration 56Q: 3 clusters Score -1229732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1229742.125000 Penalty: 4364.931152
	Iteration 57Q: 3 clusters Score -1229742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1229748.500000 Penalty: 4364.931152
	Iteration 58Q: 3 clusters Score -1229748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1229754.250000 Penalty: 4364.931152
	Iteration 59Q: 3 clusters Score -1229754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1229761.000000 Penalty: 4364.931152
	Iteration 60F: 3 clusters Score -1229761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1229766.750000 Penalty: 4364.931152
	Iteration 61Q: 3 clusters Score -1229767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1229774.250000 Penalty: 4364.931152
	Iteration 62Q: 3 clusters Score -1229774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1229777.250000 Penalty: 4364.931152
	Iteration 63Q: 3 clusters Score -1229777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1229777.625000 Penalty: 4364.931152
	Iteration 64Q: 3 clusters Score -1229778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1229781.250000 Penalty: 4364.931152
	Iteration 65Q: 3 clusters Score -1229781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1229785.750000 Penalty: 4364.931152
	Iteration 66Q: 3 clusters Score -1229786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1229787.375000 Penalty: 4364.931152
	Iteration 67Q: 3 clusters Score -1229787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1229791.875000 Penalty: 4364.931152
	Iteration 68Q: 3 clusters Score -1229792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1229795.250000 Penalty: 4364.931152
	Iteration 69Q: 3 clusters Score -1229795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1229799.750000 Penalty: 4364.931152
	Iteration 70Q: 3 clusters Score -1229800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1229809.750000 Penalty: 4364.931152
	Iteration 71Q: 3 clusters Score -1229810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1229813.750000 Penalty: 4364.931152
	Iteration 72Q: 3 clusters Score -1229814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1229814.500000 Penalty: 4364.931152
	Iteration 73Q: 3 clusters Score -1229814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1229818.125000 Penalty: 4364.931152
	Iteration 74Q: 3 clusters Score -1229818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1229818.000000 Penalty: 4364.931152
	Iteration 75Q: 3 clusters Score -1229818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1229821.500000 Penalty: 4364.931152
	Iteration 76Q: 3 clusters Score -1229822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1229825.875000 Penalty: 4364.931152
	Iteration 77Q: 3 clusters Score -1229826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1229824.500000 Penalty: 4364.931152
	Iteration 78Q: 3 clusters Score -1229824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1229825.500000 Penalty: 4364.931152
	Iteration 79Q: 3 clusters Score -1229826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1229828.125000 Penalty: 4364.931152
	Iteration 80F: 3 clusters Score -1229828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1229830.000000 Penalty: 4364.931152
	Iteration 81Q: 3 clusters Score -1229830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1229833.625000 Penalty: 4364.931152
	Iteration 82Q: 3 clusters Score -1229834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1229837.625000 Penalty: 4364.931152
	Iteration 83Q: 3 clusters Score -1229838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1229835.500000 Penalty: 4364.931152
	Iteration 84Q: 3 clusters Score -1229836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1229835.875000 Penalty: 4364.931152
	Iteration 85Q: 3 clusters Score -1229836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1229836.750000 Penalty: 4364.931152
	Iteration 86Q: 3 clusters Score -1229837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1229841.125000 Penalty: 4364.931152
	Iteration 87Q: 3 clusters Score -1229841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1229840.750000 Penalty: 4364.931152
	Iteration 88Q: 3 clusters Score -1229841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1229841.000000 Penalty: 4364.931152
	Iteration 89Q: 3 clusters Score -1229841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1229840.125000 Penalty: 4364.931152
	Iteration 90Q: 3 clusters Score -1229840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1229845.625000 Penalty: 4364.931152
	Iteration 91Q: 3 clusters Score -1229846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1229851.375000 Penalty: 4364.931152
	Iteration 92Q: 3 clusters Score -1229851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1229855.375000 Penalty: 4364.931152
	Iteration 93Q: 3 clusters Score -1229855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1229854.750000 Penalty: 4364.931152
	Iteration 94Q: 3 clusters Score -1229855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1229857.625000 Penalty: 4364.931152
	Iteration 95Q: 3 clusters Score -1229858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1229856.500000 Penalty: 4364.931152
	Iteration 96Q: 3 clusters Score -1229856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1229856.375000 Penalty: 4364.931152
	Iteration 97Q: 3 clusters Score -1229856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1229857.625000 Penalty: 4364.931152
	Iteration 98Q: 3 clusters Score -1229858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1229859.000000 Penalty: 4364.931152
	Iteration 99Q: 3 clusters Score -1229859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1229859.000000 Penalty: 4364.931152
	Iteration 100F: 3 clusters Score -1229859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -95363.375000 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -95363.38 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 269 members 
Entering Unmasked Estep 
Score: -93837.476562 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -93837.48 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -94022.554688 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -94022.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -94086.523438 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -94086.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -94116.929688 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -94116.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -94136.210938 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -94136.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -94148.945312 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -94148.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -94151.531250 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -94151.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -94153.406250 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -94153.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -94154.367188 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -94154.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -94154.367188 Penalty: 3120.618408
	Iteration 9F: 3 clusters Score -94154.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -466451.468750 Penalty: 1950.090210
	Iteration 0F: 2 clusters Score -466451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -463415.406250 Penalty: 3900.180420
	Iteration 0F: 3 clusters Score -463415.4 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -463955.187500 Penalty: 3900.180420
	Iteration 1F: 3 clusters Score -463955.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -464069.593750 Penalty: 3900.180420
	Iteration 2F: 3 clusters Score -464069.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -464128.812500 Penalty: 3900.180420
	Iteration 3Q: 3 clusters Score -464128.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -464180.875000 Penalty: 3900.180420
	Iteration 4Q: 3 clusters Score -464180.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -464218.250000 Penalty: 3900.180420
	Iteration 5Q: 3 clusters Score -464218.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -464244.406250 Penalty: 3900.180420
	Iteration 6Q: 3 clusters Score -464244.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -464261.375000 Penalty: 3900.180420
	Iteration 7Q: 3 clusters Score -464261.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -464275.468750 Penalty: 3900.180420
	Iteration 8Q: 3 clusters Score -464275.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -464284.312500 Penalty: 3900.180420
	Iteration 9Q: 3 clusters Score -464284.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -464288.437500 Penalty: 3900.180420
	Iteration 10Q: 3 clusters Score -464288.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -464293.343750 Penalty: 3900.180420
	Iteration 11Q: 3 clusters Score -464293.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -464296.093750 Penalty: 3900.180420
	Iteration 12Q: 3 clusters Score -464296.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -464299.031250 Penalty: 3900.180420
	Iteration 13Q: 3 clusters Score -464299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -464302.312500 Penalty: 3900.180420
	Iteration 14Q: 3 clusters Score -464302.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -464304.593750 Penalty: 3900.180420
	Iteration 15Q: 3 clusters Score -464304.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -464306.875000 Penalty: 3900.180420
	Iteration 16Q: 3 clusters Score -464306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -464308.218750 Penalty: 3900.180420
	Iteration 17Q: 3 clusters Score -464308.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -464311.250000 Penalty: 3900.180420
	Iteration 18Q: 3 clusters Score -464311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -464312.000000 Penalty: 3900.180420
	Iteration 19Q: 3 clusters Score -464312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -464312.437500 Penalty: 3900.180420
	Iteration 20F: 3 clusters Score -464312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -464312.687500 Penalty: 3900.180420
	Iteration 21Q: 3 clusters Score -464312.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -464312.906250 Penalty: 3900.180420
	Iteration 22Q: 3 clusters Score -464312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -464314.406250 Penalty: 3900.180420
	Iteration 23Q: 3 clusters Score -464314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -464315.968750 Penalty: 3900.180420
	Iteration 24Q: 3 clusters Score -464316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -464316.687500 Penalty: 3900.180420
	Iteration 25Q: 3 clusters Score -464316.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -464316.687500 Penalty: 3900.180420
	Iteration 26F: 3 clusters Score -464316.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -182815.859375 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -182815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -180748.921875 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -180748.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -181044.890625 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -181044.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -181174.546875 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -181174.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -181274.578125 Penalty: 3478.455811
	Iteration 3F: 3 clusters Score -181274.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -181331.750000 Penalty: 3478.455811
	Iteration 4Q: 3 clusters Score -181331.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -181375.796875 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -181375.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -181397.781250 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -181397.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -181416.312500 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -181416.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -181437.031250 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -181437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -181449.875000 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -181449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -181464.609375 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -181464.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -181478.140625 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -181478.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -181485.921875 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -181485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -181490.984375 Penalty: 3478.455811
	Iteration 13Q: 3 clusters Score -181491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -181494.062500 Penalty: 3478.455811
	Iteration 14Q: 3 clusters Score -181494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -181496.906250 Penalty: 3478.455811
	Iteration 15Q: 3 clusters Score -181496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -181497.859375 Penalty: 3478.455811
	Iteration 16Q: 3 clusters Score -181497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -181498.515625 Penalty: 3478.455811
	Iteration 17Q: 3 clusters Score -181498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -181499.687500 Penalty: 3478.455811
	Iteration 18Q: 3 clusters Score -181499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -181502.109375 Penalty: 3478.455811
	Iteration 19Q: 3 clusters Score -181502.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -181502.109375 Penalty: 3478.455811
	Iteration 20F: 3 clusters Score -181502.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -94822.726562 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -94822.73 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 272 members 
Entering Unmasked Estep 
Score: -93324.468750 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -93324.47 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -93559.796875 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -93559.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -93665.890625 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -93665.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -93727.062500 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -93727.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -93766.195312 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -93766.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -93799.195312 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -93799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -93807.835938 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -93807.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -93817.773438 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -93817.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -93820.375000 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -93820.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -93823.296875 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -93823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -93828.117188 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -93828.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -93849.656250 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -93849.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -93866.859375 Penalty: 3154.348633
	Iteration 12Q: 3 clusters Score -93866.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -93904.359375 Penalty: 3154.348633
	Iteration 13Q: 3 clusters Score -93904.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -93913.085938 Penalty: 3154.348633
	Iteration 14Q: 3 clusters Score -93913.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -93922.421875 Penalty: 3154.348633
	Iteration 15Q: 3 clusters Score -93922.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -93931.242188 Penalty: 3154.348633
	Iteration 16Q: 3 clusters Score -93931.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -93945.179688 Penalty: 3154.348633
	Iteration 17Q: 3 clusters Score -93945.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -93962.765625 Penalty: 3154.348633
	Iteration 18Q: 3 clusters Score -93962.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -94003.054688 Penalty: 3154.348633
	Iteration 19Q: 3 clusters Score -94003.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -94047.687500 Penalty: 3154.348633
	Iteration 20F: 3 clusters Score -94047.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -94097.359375 Penalty: 3154.348633
	Iteration 21Q: 3 clusters Score -94097.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -94129.492188 Penalty: 3154.348633
	Iteration 22Q: 3 clusters Score -94129.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -94160.312500 Penalty: 3154.348633
	Iteration 23Q: 3 clusters Score -94160.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -94210.054688 Penalty: 3154.348633
	Iteration 24Q: 3 clusters Score -94210.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -94291.789062 Penalty: 3154.348633
	Iteration 25Q: 3 clusters Score -94291.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -94328.500000 Penalty: 3154.348633
	Iteration 26Q: 3 clusters Score -94328.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -94381.445312 Penalty: 3154.348633
	Iteration 27Q: 3 clusters Score -94381.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -94505.953125 Penalty: 3154.348633
	Iteration 28Q: 3 clusters Score -94505.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -94566.468750 Penalty: 3154.348633
	Iteration 29Q: 3 clusters Score -94566.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -94626.703125 Penalty: 3154.348633
	Iteration 30Q: 3 clusters Score -94626.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -94672.210938 Penalty: 3154.348633
	Iteration 31Q: 3 clusters Score -94672.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -94723.234375 Penalty: 3154.348633
	Iteration 32Q: 3 clusters Score -94723.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94746.359375 Penalty: 3154.348633
	Iteration 33Q: 3 clusters Score -94746.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94750.664062 Penalty: 3154.348633
	Iteration 34Q: 3 clusters Score -94750.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94754.210938 Penalty: 3154.348633
	Iteration 35F: 3 clusters Score -94754.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94760.890625 Penalty: 3154.348633
	Iteration 36Q: 3 clusters Score -94760.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -94762.218750 Penalty: 3154.348633
	Iteration 37Q: 3 clusters Score -94762.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -94762.218750 Penalty: 3154.348633
	Iteration 38F: 3 clusters Score -94762.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -303270.750000 Penalty: 1851.056274
	Iteration 0F: 2 clusters Score -303270.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -300822.187500 Penalty: 3702.112549
	Iteration 0F: 3 clusters Score -300822.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -301219.000000 Penalty: 3702.112549
	Iteration 1F: 3 clusters Score -301219 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -301330.937500 Penalty: 3702.112549
	Iteration 2F: 3 clusters Score -301330.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -301378.406250 Penalty: 3702.112549
	Iteration 3Q: 3 clusters Score -301378.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -301401.281250 Penalty: 3702.112549
	Iteration 4Q: 3 clusters Score -301401.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -301417.656250 Penalty: 3702.112549
	Iteration 5Q: 3 clusters Score -301417.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -301435.875000 Penalty: 3702.112549
	Iteration 6Q: 3 clusters Score -301435.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -301446.437500 Penalty: 3702.112549
	Iteration 7Q: 3 clusters Score -301446.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -301457.281250 Penalty: 3702.112549
	Iteration 8Q: 3 clusters Score -301457.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -301463.312500 Penalty: 3702.112549
	Iteration 9Q: 3 clusters Score -301463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -301466.687500 Penalty: 3702.112549
	Iteration 10Q: 3 clusters Score -301466.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -301473.187500 Penalty: 3702.112549
	Iteration 11Q: 3 clusters Score -301473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -301478.812500 Penalty: 3702.112549
	Iteration 12Q: 3 clusters Score -301478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -301481.687500 Penalty: 3702.112549
	Iteration 13Q: 3 clusters Score -301481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -301483.531250 Penalty: 3702.112549
	Iteration 14Q: 3 clusters Score -301483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -301484.437500 Penalty: 3702.112549
	Iteration 15Q: 3 clusters Score -301484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -301484.875000 Penalty: 3702.112549
	Iteration 16Q: 3 clusters Score -301484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -301484.875000 Penalty: 3702.112549
	Iteration 17F: 3 clusters Score -301484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -667085.125000 Penalty: 2028.927856
	Iteration 0F: 2 clusters Score -667085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -663472.812500 Penalty: 4057.855713
	Iteration 0F: 3 clusters Score -663472.8 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -664230.500000 Penalty: 4057.855713
	Iteration 1F: 3 clusters Score -664230.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -664400.500000 Penalty: 4057.855713
	Iteration 2F: 3 clusters Score -664400.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -664490.812500 Penalty: 4057.855713
	Iteration 3Q: 3 clusters Score -664490.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -664546.437500 Penalty: 4057.855713
	Iteration 4Q: 3 clusters Score -664546.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -664587.312500 Penalty: 4057.855713
	Iteration 5Q: 3 clusters Score -664587.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -664613.500000 Penalty: 4057.855713
	Iteration 6Q: 3 clusters Score -664613.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -664633.375000 Penalty: 4057.855713
	Iteration 7Q: 3 clusters Score -664633.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -664646.437500 Penalty: 4057.855713
	Iteration 8Q: 3 clusters Score -664646.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -664662.875000 Penalty: 4057.855713
	Iteration 9Q: 3 clusters Score -664662.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -664675.500000 Penalty: 4057.855713
	Iteration 10Q: 3 clusters Score -664675.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -664683.187500 Penalty: 4057.855713
	Iteration 11Q: 3 clusters Score -664683.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -664691.187500 Penalty: 4057.855713
	Iteration 12Q: 3 clusters Score -664691.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -664693.562500 Penalty: 4057.855713
	Iteration 13Q: 3 clusters Score -664693.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -664697.750000 Penalty: 4057.855713
	Iteration 14Q: 3 clusters Score -664697.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -664703.687500 Penalty: 4057.855713
	Iteration 15Q: 3 clusters Score -664703.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -664707.812500 Penalty: 4057.855713
	Iteration 16Q: 3 clusters Score -664707.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -664710.812500 Penalty: 4057.855713
	Iteration 17Q: 3 clusters Score -664710.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -664714.437500 Penalty: 4057.855713
	Iteration 18Q: 3 clusters Score -664714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -664714.500000 Penalty: 4057.855713
	Iteration 19Q: 3 clusters Score -664714.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -664714.625000 Penalty: 4057.855713
	Iteration 20F: 3 clusters Score -664714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -664718.812500 Penalty: 4057.855713
	Iteration 21Q: 3 clusters Score -664718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -664719.500000 Penalty: 4057.855713
	Iteration 22Q: 3 clusters Score -664719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -664720.750000 Penalty: 4057.855713
	Iteration 23Q: 3 clusters Score -664720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -664721.812500 Penalty: 4057.855713
	Iteration 24Q: 3 clusters Score -664721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -664724.500000 Penalty: 4057.855713
	Iteration 25Q: 3 clusters Score -664724.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -664726.562500 Penalty: 4057.855713
	Iteration 26Q: 3 clusters Score -664726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -664729.187500 Penalty: 4057.855713
	Iteration 27Q: 3 clusters Score -664729.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -664732.187500 Penalty: 4057.855713
	Iteration 28Q: 3 clusters Score -664732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -664733.375000 Penalty: 4057.855713
	Iteration 29Q: 3 clusters Score -664733.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -664734.812500 Penalty: 4057.855713
	Iteration 30Q: 3 clusters Score -664734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -664734.812500 Penalty: 4057.855713
	Iteration 31F: 3 clusters Score -664734.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -110823.570312 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -110823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -109161.429688 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -109161.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -109376.671875 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -109376.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109456.546875 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -109456.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -109501.554688 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -109501.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -109529.296875 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -109529.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -109540.679688 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -109540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -109547.898438 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -109547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -109553.359375 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -109553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -109555.750000 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -109555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -109557.359375 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -109557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -109558.757812 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -109558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -109558.757812 Penalty: 3194.709473
	Iteration 11F: 3 clusters Score -109558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Entering Unmasked Estep 
Score: -7958013.500000 Penalty: 2645.236572
	Iteration 0F: 2 clusters Score -7958014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -7929804.000000 Penalty: 5290.473145
	Iteration 0F: 3 clusters Score -7929804 nChanged 19755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -7940818.000000 Penalty: 5290.473145
	Iteration 1F: 3 clusters Score -7940818 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -7941520.500000 Penalty: 5290.473145
	Iteration 2Q: 3 clusters Score -7941520 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -7942216.000000 Penalty: 5290.473145
	Iteration 3Q: 3 clusters Score -7942216 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -7943202.000000 Penalty: 5290.473145
	Iteration 4Q: 3 clusters Score -7943202 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -7944693.000000 Penalty: 5290.473145
	Iteration 5F: 3 clusters Score -7944693 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -7946750.000000 Penalty: 5290.473145
	Iteration 6F: 3 clusters Score -7946750 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -7949203.500000 Penalty: 5290.473145
	Iteration 7F: 3 clusters Score -7949204 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -7951667.500000 Penalty: 5290.473145
	Iteration 8F: 3 clusters Score -7951668 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -7953593.500000 Penalty: 5290.473145
	Iteration 9F: 3 clusters Score -7953594 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -7954765.500000 Penalty: 5290.473145
	Iteration 10Q: 3 clusters Score -7954766 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -7955403.000000 Penalty: 5290.473145
	Iteration 11Q: 3 clusters Score -7955403 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -7955878.000000 Penalty: 5290.473145
	Iteration 12Q: 3 clusters Score -7955878 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -7956163.500000 Penalty: 5290.473145
	Iteration 13Q: 3 clusters Score -7956164 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -7956397.000000 Penalty: 5290.473145
	Iteration 14Q: 3 clusters Score -7956397 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -7956554.000000 Penalty: 5290.473145
	Iteration 15Q: 3 clusters Score -7956554 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -7956688.500000 Penalty: 5290.473145
	Iteration 16Q: 3 clusters Score -7956688 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -7956798.500000 Penalty: 5290.473145
	Iteration 17Q: 3 clusters Score -7956798 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -7956913.500000 Penalty: 5290.473145
	Iteration 18Q: 3 clusters Score -7956914 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -7957027.000000 Penalty: 5290.473145
	Iteration 19Q: 3 clusters Score -7957027 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -7957114.500000 Penalty: 5290.473145
	Iteration 20F: 3 clusters Score -7957114 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7957159.000000 Penalty: 5290.473145
	Iteration 21Q: 3 clusters Score -7957159 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -7957189.000000 Penalty: 5290.473145
	Iteration 22Q: 3 clusters Score -7957189 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -7957196.500000 Penalty: 5290.473145
	Iteration 23Q: 3 clusters Score -7957196 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -7957191.500000 Penalty: 5290.473145
	Iteration 24Q: 3 clusters Score -7957192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -7957210.500000 Penalty: 5290.473145
	Iteration 25Q: 3 clusters Score -7957210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -7957212.500000 Penalty: 5290.473145
	Iteration 26Q: 3 clusters Score -7957212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -7957232.500000 Penalty: 5290.473145
	Iteration 27Q: 3 clusters Score -7957232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -7957243.000000 Penalty: 5290.473145
	Iteration 28Q: 3 clusters Score -7957243 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -7957249.000000 Penalty: 5290.473145
	Iteration 29Q: 3 clusters Score -7957249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -7957232.000000 Penalty: 5290.473145
	Iteration 30Q: 3 clusters Score -7957232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -7957232.500000 Penalty: 5290.473145
	Iteration 31Q: 3 clusters Score -7957232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -7957243.000000 Penalty: 5290.473145
	Iteration 32Q: 3 clusters Score -7957243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -7957245.500000 Penalty: 5290.473145
	Iteration 33Q: 3 clusters Score -7957246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -7957253.000000 Penalty: 5290.473145
	Iteration 34Q: 3 clusters Score -7957253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -7957257.500000 Penalty: 5290.473145
	Iteration 35Q: 3 clusters Score -7957258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -7957278.000000 Penalty: 5290.473145
	Iteration 36Q: 3 clusters Score -7957278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -7957267.000000 Penalty: 5290.473145
	Iteration 37Q: 3 clusters Score -7957267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -7957268.500000 Penalty: 5290.473145
	Iteration 38Q: 3 clusters Score -7957268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -7957279.500000 Penalty: 5290.473145
	Iteration 39Q: 3 clusters Score -7957280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -7957275.500000 Penalty: 5290.473145
	Iteration 40F: 3 clusters Score -7957276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -7957281.000000 Penalty: 5290.473145
	Iteration 41Q: 3 clusters Score -7957281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -7957292.500000 Penalty: 5290.473145
	Iteration 42Q: 3 clusters Score -7957292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -7957290.000000 Penalty: 5290.473145
	Iteration 43Q: 3 clusters Score -7957290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -7957279.000000 Penalty: 5290.473145
	Iteration 44Q: 3 clusters Score -7957279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -7957280.500000 Penalty: 5290.473145
	Iteration 45Q: 3 clusters Score -7957280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -7957278.500000 Penalty: 5290.473145
	Iteration 46Q: 3 clusters Score -7957278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -7957281.000000 Penalty: 5290.473145
	Iteration 47Q: 3 clusters Score -7957281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -7957278.000000 Penalty: 5290.473145
	Iteration 48Q: 3 clusters Score -7957278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -7957277.500000 Penalty: 5290.473145
	Iteration 49Q: 3 clusters Score -7957278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -7957280.500000 Penalty: 5290.473145
	Iteration 50Q: 3 clusters Score -7957280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -7957286.500000 Penalty: 5290.473145
	Iteration 51Q: 3 clusters Score -7957286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -7957274.000000 Penalty: 5290.473145
	Iteration 52Q: 3 clusters Score -7957274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -7957272.000000 Penalty: 5290.473145
	Iteration 53Q: 3 clusters Score -7957272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -7957275.000000 Penalty: 5290.473145
	Iteration 54Q: 3 clusters Score -7957275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -7957272.500000 Penalty: 5290.473145
	Iteration 55Q: 3 clusters Score -7957272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -7957272.500000 Penalty: 5290.473145
	Iteration 56Q: 3 clusters Score -7957272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -7957278.500000 Penalty: 5290.473145
	Iteration 57Q: 3 clusters Score -7957278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -7957280.500000 Penalty: 5290.473145
	Iteration 58Q: 3 clusters Score -7957280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7957284.000000 Penalty: 5290.473145
	Iteration 59Q: 3 clusters Score -7957284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -7957287.000000 Penalty: 5290.473145
	Iteration 60F: 3 clusters Score -7957287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -42567.394531 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -42567.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41363.011719 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -41363.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41456.156250 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -41456.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41484.027344 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -41484.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41487.093750 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -41487.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41499.710938 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -41499.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41503.375000 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -41503.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41503.375000 Penalty: 2742.596680
	Iteration 6F: 3 clusters Score -41503.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Entering Unmasked Estep 
Score: -8221968.000000 Penalty: 2652.945801
	Iteration 0F: 2 clusters Score -8221968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -8193092.500000 Penalty: 5305.891602
	Iteration 0F: 3 clusters Score -8193092 nChanged 20477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -8204396.500000 Penalty: 5305.891602
	Iteration 1F: 3 clusters Score -8204396 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -8205251.000000 Penalty: 5305.891602
	Iteration 2Q: 3 clusters Score -8205251 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -8206262.000000 Penalty: 5305.891602
	Iteration 3Q: 3 clusters Score -8206262 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -8207556.000000 Penalty: 5305.891602
	Iteration 4Q: 3 clusters Score -8207556 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -8209165.500000 Penalty: 5305.891602
	Iteration 5F: 3 clusters Score -8209166 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -8210930.500000 Penalty: 5305.891602
	Iteration 6F: 3 clusters Score -8210930 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -8212643.000000 Penalty: 5305.891602
	Iteration 7F: 3 clusters Score -8212643 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -8214169.500000 Penalty: 5305.891602
	Iteration 8F: 3 clusters Score -8214170 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -8215367.500000 Penalty: 5305.891602
	Iteration 9Q: 3 clusters Score -8215368 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -8216252.000000 Penalty: 5305.891602
	Iteration 10Q: 3 clusters Score -8216252 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -8216962.500000 Penalty: 5305.891602
	Iteration 11Q: 3 clusters Score -8216962 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -8217401.000000 Penalty: 5305.891602
	Iteration 12Q: 3 clusters Score -8217401 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -8217707.500000 Penalty: 5305.891602
	Iteration 13Q: 3 clusters Score -8217708 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -8217934.500000 Penalty: 5305.891602
	Iteration 14Q: 3 clusters Score -8217934 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -8218128.000000 Penalty: 5305.891602
	Iteration 15Q: 3 clusters Score -8218128 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -8218258.000000 Penalty: 5305.891602
	Iteration 16Q: 3 clusters Score -8218258 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -8218352.500000 Penalty: 5305.891602
	Iteration 17Q: 3 clusters Score -8218352 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -8218478.000000 Penalty: 5305.891602
	Iteration 18Q: 3 clusters Score -8218478 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -8218550.500000 Penalty: 5305.891602
	Iteration 19Q: 3 clusters Score -8218550 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -8218596.500000 Penalty: 5305.891602
	Iteration 20F: 3 clusters Score -8218596 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -8218629.000000 Penalty: 5305.891602
	Iteration 21Q: 3 clusters Score -8218629 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -8218718.500000 Penalty: 5305.891602
	Iteration 22Q: 3 clusters Score -8218718 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -8218782.500000 Penalty: 5305.891602
	Iteration 23Q: 3 clusters Score -8218782 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -8218829.500000 Penalty: 5305.891602
	Iteration 24Q: 3 clusters Score -8218830 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -8218956.000000 Penalty: 5305.891602
	Iteration 25Q: 3 clusters Score -8218956 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -8219013.000000 Penalty: 5305.891602
	Iteration 26Q: 3 clusters Score -8219013 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -8219112.000000 Penalty: 5305.891602
	Iteration 27Q: 3 clusters Score -8219112 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -8219224.500000 Penalty: 5305.891602
	Iteration 28Q: 3 clusters Score -8219224 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -8219324.500000 Penalty: 5305.891602
	Iteration 29Q: 3 clusters Score -8219324 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -8219425.500000 Penalty: 5305.891602
	Iteration 30Q: 3 clusters Score -8219426 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -8219464.000000 Penalty: 5305.891602
	Iteration 31Q: 3 clusters Score -8219464 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -8219529.500000 Penalty: 5305.891602
	Iteration 32Q: 3 clusters Score -8219530 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -8219590.500000 Penalty: 5305.891602
	Iteration 33Q: 3 clusters Score -8219590 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -8219680.500000 Penalty: 5305.891602
	Iteration 34Q: 3 clusters Score -8219680 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8219691.500000 Penalty: 5305.891602
	Iteration 35Q: 3 clusters Score -8219692 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8219780.000000 Penalty: 5305.891602
	Iteration 36Q: 3 clusters Score -8219780 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8219828.000000 Penalty: 5305.891602
	Iteration 37Q: 3 clusters Score -8219828 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8219871.000000 Penalty: 5305.891602
	Iteration 38Q: 3 clusters Score -8219871 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8219887.000000 Penalty: 5305.891602
	Iteration 39Q: 3 clusters Score -8219887 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8219885.500000 Penalty: 5305.891602
	Iteration 40F: 3 clusters Score -8219886 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8219884.500000 Penalty: 5305.891602
	Iteration 41Q: 3 clusters Score -8219884 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8219904.000000 Penalty: 5305.891602
	Iteration 42Q: 3 clusters Score -8219904 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8219899.500000 Penalty: 5305.891602
	Iteration 43Q: 3 clusters Score -8219900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8219911.000000 Penalty: 5305.891602
	Iteration 44Q: 3 clusters Score -8219911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8219917.500000 Penalty: 5305.891602
	Iteration 45Q: 3 clusters Score -8219918 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8219922.000000 Penalty: 5305.891602
	Iteration 46Q: 3 clusters Score -8219922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8219931.500000 Penalty: 5305.891602
	Iteration 47Q: 3 clusters Score -8219932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8219937.500000 Penalty: 5305.891602
	Iteration 48Q: 3 clusters Score -8219938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8219935.000000 Penalty: 5305.891602
	Iteration 49Q: 3 clusters Score -8219935 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8219952.000000 Penalty: 5305.891602
	Iteration 50Q: 3 clusters Score -8219952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8219970.000000 Penalty: 5305.891602
	Iteration 51Q: 3 clusters Score -8219970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8219969.500000 Penalty: 5305.891602
	Iteration 52Q: 3 clusters Score -8219970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8219971.500000 Penalty: 5305.891602
	Iteration 53Q: 3 clusters Score -8219972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8219983.000000 Penalty: 5305.891602
	Iteration 54Q: 3 clusters Score -8219983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8220000.000000 Penalty: 5305.891602
	Iteration 55Q: 3 clusters Score -8220000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8219986.000000 Penalty: 5305.891602
	Iteration 56Q: 3 clusters Score -8219986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8219997.000000 Penalty: 5305.891602
	Iteration 57Q: 3 clusters Score -8219997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8220004.500000 Penalty: 5305.891602
	Iteration 58Q: 3 clusters Score -8220004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8220009.500000 Penalty: 5305.891602
	Iteration 59Q: 3 clusters Score -8220010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8220019.000000 Penalty: 5305.891602
	Iteration 60F: 3 clusters Score -8220019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8220010.000000 Penalty: 5305.891602
	Iteration 61Q: 3 clusters Score -8220010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8220006.500000 Penalty: 5305.891602
	Iteration 62Q: 3 clusters Score -8220006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8220000.500000 Penalty: 5305.891602
	Iteration 63Q: 3 clusters Score -8220000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8220003.000000 Penalty: 5305.891602
	Iteration 64Q: 3 clusters Score -8220003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8220016.500000 Penalty: 5305.891602
	Iteration 65Q: 3 clusters Score -8220016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8220014.500000 Penalty: 5305.891602
	Iteration 66Q: 3 clusters Score -8220014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8220017.000000 Penalty: 5305.891602
	Iteration 67Q: 3 clusters Score -8220017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8220015.500000 Penalty: 5305.891602
	Iteration 68Q: 3 clusters Score -8220016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8220015.500000 Penalty: 5305.891602
	Iteration 69Q: 3 clusters Score -8220016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8220014.500000 Penalty: 5305.891602
	Iteration 70Q: 3 clusters Score -8220014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8220012.000000 Penalty: 5305.891602
	Iteration 71Q: 3 clusters Score -8220012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8220015.000000 Penalty: 5305.891602
	Iteration 72Q: 3 clusters Score -8220015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8220013.000000 Penalty: 5305.891602
	Iteration 73Q: 3 clusters Score -8220013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8220018.000000 Penalty: 5305.891602
	Iteration 74Q: 3 clusters Score -8220018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8220019.000000 Penalty: 5305.891602
	Iteration 75Q: 3 clusters Score -8220019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8220010.500000 Penalty: 5305.891602
	Iteration 76Q: 3 clusters Score -8220010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8220009.500000 Penalty: 5305.891602
	Iteration 77Q: 3 clusters Score -8220010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8220011.500000 Penalty: 5305.891602
	Iteration 78Q: 3 clusters Score -8220012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8220013.500000 Penalty: 5305.891602
	Iteration 79Q: 3 clusters Score -8220014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8220011.500000 Penalty: 5305.891602
	Iteration 80F: 3 clusters Score -8220012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8220023.500000 Penalty: 5305.891602
	Iteration 81Q: 3 clusters Score -8220024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8220017.000000 Penalty: 5305.891602
	Iteration 82Q: 3 clusters Score -8220017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8220021.500000 Penalty: 5305.891602
	Iteration 83Q: 3 clusters Score -8220022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8220018.000000 Penalty: 5305.891602
	Iteration 84Q: 3 clusters Score -8220018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8220012.500000 Penalty: 5305.891602
	Iteration 85Q: 3 clusters Score -8220012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8220001.500000 Penalty: 5305.891602
	Iteration 86Q: 3 clusters Score -8220002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8220012.000000 Penalty: 5305.891602
	Iteration 87Q: 3 clusters Score -8220012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8220015.500000 Penalty: 5305.891602
	Iteration 88Q: 3 clusters Score -8220016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8220023.000000 Penalty: 5305.891602
	Iteration 89Q: 3 clusters Score -8220023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8220016.500000 Penalty: 5305.891602
	Iteration 90Q: 3 clusters Score -8220016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8220029.000000 Penalty: 5305.891602
	Iteration 91Q: 3 clusters Score -8220029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8220033.500000 Penalty: 5305.891602
	Iteration 92Q: 3 clusters Score -8220034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8220029.500000 Penalty: 5305.891602
	Iteration 93Q: 3 clusters Score -8220030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8220033.000000 Penalty: 5305.891602
	Iteration 94Q: 3 clusters Score -8220033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8220034.500000 Penalty: 5305.891602
	Iteration 95Q: 3 clusters Score -8220034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8220023.500000 Penalty: 5305.891602
	Iteration 96Q: 3 clusters Score -8220024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8220025.500000 Penalty: 5305.891602
	Iteration 97Q: 3 clusters Score -8220026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8220022.000000 Penalty: 5305.891602
	Iteration 98Q: 3 clusters Score -8220022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8220034.500000 Penalty: 5305.891602
	Iteration 99Q: 3 clusters Score -8220034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8220033.000000 Penalty: 5305.891602
	Iteration 100F: 3 clusters Score -8220033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8220030.000000 Penalty: 5305.891602
	Iteration 101Q: 3 clusters Score -8220030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8220028.000000 Penalty: 5305.891602
	Iteration 102Q: 3 clusters Score -8220028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8220030.500000 Penalty: 5305.891602
	Iteration 103Q: 3 clusters Score -8220030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8220025.000000 Penalty: 5305.891602
	Iteration 104Q: 3 clusters Score -8220025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8220032.500000 Penalty: 5305.891602
	Iteration 105Q: 3 clusters Score -8220032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8220029.000000 Penalty: 5305.891602
	Iteration 106Q: 3 clusters Score -8220029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8220031.000000 Penalty: 5305.891602
	Iteration 107Q: 3 clusters Score -8220031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8220026.000000 Penalty: 5305.891602
	Iteration 108Q: 3 clusters Score -8220026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8220020.000000 Penalty: 5305.891602
	Iteration 109Q: 3 clusters Score -8220020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8220031.500000 Penalty: 5305.891602
	Iteration 110Q: 3 clusters Score -8220032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8220025.500000 Penalty: 5305.891602
	Iteration 111Q: 3 clusters Score -8220026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8220030.500000 Penalty: 5305.891602
	Iteration 112Q: 3 clusters Score -8220030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8220030.500000 Penalty: 5305.891602
	Iteration 113Q: 3 clusters Score -8220030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8220030.500000 Penalty: 5305.891602
	Iteration 114F: 3 clusters Score -8220030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -103548.531250 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -103548.5 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 386 members 
Entering Unmasked Estep 
Score: -101872.695312 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -101872.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -102439.523438 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -102439.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -102673.687500 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -102673.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -102781.492188 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -102781.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -102822.242188 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -102822.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -102856.585938 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -102856.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -102907.914062 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -102907.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -102946.875000 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -102946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102962.140625 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -102962.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -102983.109375 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -102983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -102992.156250 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -102992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102993.531250 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -102993.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102993.531250 Penalty: 3311.208252
	Iteration 12F: 3 clusters Score -102993.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Entering Unmasked Estep 
Score: -6748986.000000 Penalty: 2606.598389
	Iteration 0F: 2 clusters Score -6748986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -6724052.000000 Penalty: 5213.196777
	Iteration 0F: 3 clusters Score -6724052 nChanged 16750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -6733303.500000 Penalty: 5213.196777
	Iteration 1F: 3 clusters Score -6733304 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -6733776.500000 Penalty: 5213.196777
	Iteration 2Q: 3 clusters Score -6733776 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -6734103.000000 Penalty: 5213.196777
	Iteration 3Q: 3 clusters Score -6734103 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -6734429.000000 Penalty: 5213.196777
	Iteration 4Q: 3 clusters Score -6734429 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -6734763.500000 Penalty: 5213.196777
	Iteration 5Q: 3 clusters Score -6734764 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -6735141.500000 Penalty: 5213.196777
	Iteration 6Q: 3 clusters Score -6735142 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -6735682.000000 Penalty: 5213.196777
	Iteration 7Q: 3 clusters Score -6735682 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -6736436.500000 Penalty: 5213.196777
	Iteration 8Q: 3 clusters Score -6736436 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -6737562.000000 Penalty: 5213.196777
	Iteration 9F: 3 clusters Score -6737562 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -6739194.500000 Penalty: 5213.196777
	Iteration 10F: 3 clusters Score -6739194 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -6741162.500000 Penalty: 5213.196777
	Iteration 11F: 3 clusters Score -6741162 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -6743096.000000 Penalty: 5213.196777
	Iteration 12F: 3 clusters Score -6743096 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6744555.500000 Penalty: 5213.196777
	Iteration 13Q: 3 clusters Score -6744556 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6745570.500000 Penalty: 5213.196777
	Iteration 14Q: 3 clusters Score -6745570 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6746224.000000 Penalty: 5213.196777
	Iteration 15Q: 3 clusters Score -6746224 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6746523.000000 Penalty: 5213.196777
	Iteration 16Q: 3 clusters Score -6746523 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6746699.000000 Penalty: 5213.196777
	Iteration 17Q: 3 clusters Score -6746699 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6746816.000000 Penalty: 5213.196777
	Iteration 18Q: 3 clusters Score -6746816 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6746889.500000 Penalty: 5213.196777
	Iteration 19Q: 3 clusters Score -6746890 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6746945.500000 Penalty: 5213.196777
	Iteration 20F: 3 clusters Score -6746946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6746966.000000 Penalty: 5213.196777
	Iteration 21Q: 3 clusters Score -6746966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6746983.500000 Penalty: 5213.196777
	Iteration 22Q: 3 clusters Score -6746984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6746992.000000 Penalty: 5213.196777
	Iteration 23Q: 3 clusters Score -6746992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6747005.500000 Penalty: 5213.196777
	Iteration 24Q: 3 clusters Score -6747006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6747004.000000 Penalty: 5213.196777
	Iteration 25Q: 3 clusters Score -6747004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6747005.000000 Penalty: 5213.196777
	Iteration 26Q: 3 clusters Score -6747005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6747005.500000 Penalty: 5213.196777
	Iteration 27Q: 3 clusters Score -6747006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6747010.500000 Penalty: 5213.196777
	Iteration 28Q: 3 clusters Score -6747010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6747015.500000 Penalty: 5213.196777
	Iteration 29Q: 3 clusters Score -6747016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6747029.000000 Penalty: 5213.196777
	Iteration 30Q: 3 clusters Score -6747029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6747021.000000 Penalty: 5213.196777
	Iteration 31Q: 3 clusters Score -6747021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6747026.000000 Penalty: 5213.196777
	Iteration 32Q: 3 clusters Score -6747026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6747023.000000 Penalty: 5213.196777
	Iteration 33Q: 3 clusters Score -6747023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6747020.000000 Penalty: 5213.196777
	Iteration 34Q: 3 clusters Score -6747020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6747017.000000 Penalty: 5213.196777
	Iteration 35Q: 3 clusters Score -6747017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6747023.500000 Penalty: 5213.196777
	Iteration 36Q: 3 clusters Score -6747024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6747013.000000 Penalty: 5213.196777
	Iteration 37Q: 3 clusters Score -6747013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6747022.000000 Penalty: 5213.196777
	Iteration 38Q: 3 clusters Score -6747022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6747027.500000 Penalty: 5213.196777
	Iteration 39Q: 3 clusters Score -6747028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6747023.000000 Penalty: 5213.196777
	Iteration 40F: 3 clusters Score -6747023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6747024.500000 Penalty: 5213.196777
	Iteration 41Q: 3 clusters Score -6747024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6747025.500000 Penalty: 5213.196777
	Iteration 42Q: 3 clusters Score -6747026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6747033.000000 Penalty: 5213.196777
	Iteration 43Q: 3 clusters Score -6747033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6747028.500000 Penalty: 5213.196777
	Iteration 44Q: 3 clusters Score -6747028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6747032.000000 Penalty: 5213.196777
	Iteration 45Q: 3 clusters Score -6747032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6747032.000000 Penalty: 5213.196777
	Iteration 46F: 3 clusters Score -6747032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Entering Unmasked Estep 
Score: -7760821.500000 Penalty: 2640.920166
	Iteration 0F: 2 clusters Score -7760822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -7732250.000000 Penalty: 5281.840332
	Iteration 0F: 3 clusters Score -7732250 nChanged 19372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -7742984.500000 Penalty: 5281.840332
	Iteration 1F: 3 clusters Score -7742984 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -7743560.500000 Penalty: 5281.840332
	Iteration 2Q: 3 clusters Score -7743560 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -7744128.000000 Penalty: 5281.840332
	Iteration 3Q: 3 clusters Score -7744128 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -7744852.000000 Penalty: 5281.840332
	Iteration 4Q: 3 clusters Score -7744852 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -7745779.500000 Penalty: 5281.840332
	Iteration 5Q: 3 clusters Score -7745780 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -7747160.500000 Penalty: 5281.840332
	Iteration 6Q: 3 clusters Score -7747160 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -7748845.000000 Penalty: 5281.840332
	Iteration 7F: 3 clusters Score -7748845 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -7750739.500000 Penalty: 5281.840332
	Iteration 8F: 3 clusters Score -7750740 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -7752650.500000 Penalty: 5281.840332
	Iteration 9F: 3 clusters Score -7752650 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -7754206.000000 Penalty: 5281.840332
	Iteration 10F: 3 clusters Score -7754206 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -7755148.500000 Penalty: 5281.840332
	Iteration 11Q: 3 clusters Score -7755148 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -7755592.500000 Penalty: 5281.840332
	Iteration 12Q: 3 clusters Score -7755592 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -7755961.000000 Penalty: 5281.840332
	Iteration 13Q: 3 clusters Score -7755961 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -7756398.500000 Penalty: 5281.840332
	Iteration 14Q: 3 clusters Score -7756398 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -7756776.000000 Penalty: 5281.840332
	Iteration 15Q: 3 clusters Score -7756776 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -7757064.000000 Penalty: 5281.840332
	Iteration 16Q: 3 clusters Score -7757064 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -7757301.500000 Penalty: 5281.840332
	Iteration 17Q: 3 clusters Score -7757302 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -7757455.000000 Penalty: 5281.840332
	Iteration 18Q: 3 clusters Score -7757455 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -7757562.500000 Penalty: 5281.840332
	Iteration 19Q: 3 clusters Score -7757562 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -7757667.000000 Penalty: 5281.840332
	Iteration 20F: 3 clusters Score -7757667 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -7757728.500000 Penalty: 5281.840332
	Iteration 21Q: 3 clusters Score -7757728 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -7757797.500000 Penalty: 5281.840332
	Iteration 22Q: 3 clusters Score -7757798 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -7757867.000000 Penalty: 5281.840332
	Iteration 23Q: 3 clusters Score -7757867 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -7757920.000000 Penalty: 5281.840332
	Iteration 24Q: 3 clusters Score -7757920 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -7757954.000000 Penalty: 5281.840332
	Iteration 25Q: 3 clusters Score -7757954 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -7757999.000000 Penalty: 5281.840332
	Iteration 26Q: 3 clusters Score -7757999 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -7758038.000000 Penalty: 5281.840332
	Iteration 27Q: 3 clusters Score -7758038 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -7758081.000000 Penalty: 5281.840332
	Iteration 28Q: 3 clusters Score -7758081 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -7758122.000000 Penalty: 5281.840332
	Iteration 29Q: 3 clusters Score -7758122 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -7758158.500000 Penalty: 5281.840332
	Iteration 30Q: 3 clusters Score -7758158 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -7758197.000000 Penalty: 5281.840332
	Iteration 31Q: 3 clusters Score -7758197 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -7758246.500000 Penalty: 5281.840332
	Iteration 32Q: 3 clusters Score -7758246 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -7758317.500000 Penalty: 5281.840332
	Iteration 33Q: 3 clusters Score -7758318 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -7758358.500000 Penalty: 5281.840332
	Iteration 34Q: 3 clusters Score -7758358 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -7758420.500000 Penalty: 5281.840332
	Iteration 35Q: 3 clusters Score -7758420 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -7758451.000000 Penalty: 5281.840332
	Iteration 36Q: 3 clusters Score -7758451 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -7758508.500000 Penalty: 5281.840332
	Iteration 37Q: 3 clusters Score -7758508 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -7758517.500000 Penalty: 5281.840332
	Iteration 38Q: 3 clusters Score -7758518 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -7758557.000000 Penalty: 5281.840332
	Iteration 39Q: 3 clusters Score -7758557 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -7758596.000000 Penalty: 5281.840332
	Iteration 40F: 3 clusters Score -7758596 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -7758616.000000 Penalty: 5281.840332
	Iteration 41Q: 3 clusters Score -7758616 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -7758642.500000 Penalty: 5281.840332
	Iteration 42Q: 3 clusters Score -7758642 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -7758686.000000 Penalty: 5281.840332
	Iteration 43Q: 3 clusters Score -7758686 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -7758679.000000 Penalty: 5281.840332
	Iteration 44Q: 3 clusters Score -7758679 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -7758693.000000 Penalty: 5281.840332
	Iteration 45Q: 3 clusters Score -7758693 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -7758691.500000 Penalty: 5281.840332
	Iteration 46Q: 3 clusters Score -7758692 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -7758695.500000 Penalty: 5281.840332
	Iteration 47Q: 3 clusters Score -7758696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -7758703.500000 Penalty: 5281.840332
	Iteration 48Q: 3 clusters Score -7758704 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -7758704.500000 Penalty: 5281.840332
	Iteration 49Q: 3 clusters Score -7758704 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -7758718.000000 Penalty: 5281.840332
	Iteration 50Q: 3 clusters Score -7758718 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -7758731.000000 Penalty: 5281.840332
	Iteration 51Q: 3 clusters Score -7758731 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -7758717.500000 Penalty: 5281.840332
	Iteration 52Q: 3 clusters Score -7758718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -7758735.000000 Penalty: 5281.840332
	Iteration 53Q: 3 clusters Score -7758735 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -7758735.500000 Penalty: 5281.840332
	Iteration 54Q: 3 clusters Score -7758736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -7758742.500000 Penalty: 5281.840332
	Iteration 55Q: 3 clusters Score -7758742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -7758756.000000 Penalty: 5281.840332
	Iteration 56Q: 3 clusters Score -7758756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -7758766.000000 Penalty: 5281.840332
	Iteration 57Q: 3 clusters Score -7758766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -7758781.500000 Penalty: 5281.840332
	Iteration 58Q: 3 clusters Score -7758782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -7758801.500000 Penalty: 5281.840332
	Iteration 59Q: 3 clusters Score -7758802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -7758810.000000 Penalty: 5281.840332
	Iteration 60F: 3 clusters Score -7758810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -7758821.000000 Penalty: 5281.840332
	Iteration 61Q: 3 clusters Score -7758821 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -7758825.500000 Penalty: 5281.840332
	Iteration 62Q: 3 clusters Score -7758826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -7758808.000000 Penalty: 5281.840332
	Iteration 63Q: 3 clusters Score -7758808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -7758813.500000 Penalty: 5281.840332
	Iteration 64Q: 3 clusters Score -7758814 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -7758833.000000 Penalty: 5281.840332
	Iteration 65Q: 3 clusters Score -7758833 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -7758826.000000 Penalty: 5281.840332
	Iteration 66Q: 3 clusters Score -7758826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -7758840.500000 Penalty: 5281.840332
	Iteration 67Q: 3 clusters Score -7758840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -7758840.000000 Penalty: 5281.840332
	Iteration 68Q: 3 clusters Score -7758840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -7758839.500000 Penalty: 5281.840332
	Iteration 69Q: 3 clusters Score -7758840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -7758849.500000 Penalty: 5281.840332
	Iteration 70Q: 3 clusters Score -7758850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -7758875.000000 Penalty: 5281.840332
	Iteration 71Q: 3 clusters Score -7758875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -7758901.000000 Penalty: 5281.840332
	Iteration 72Q: 3 clusters Score -7758901 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -7758886.000000 Penalty: 5281.840332
	Iteration 73Q: 3 clusters Score -7758886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -7758895.000000 Penalty: 5281.840332
	Iteration 74Q: 3 clusters Score -7758895 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -7758902.500000 Penalty: 5281.840332
	Iteration 75Q: 3 clusters Score -7758902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -7758907.000000 Penalty: 5281.840332
	Iteration 76Q: 3 clusters Score -7758907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -7758909.500000 Penalty: 5281.840332
	Iteration 77Q: 3 clusters Score -7758910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -7758907.000000 Penalty: 5281.840332
	Iteration 78Q: 3 clusters Score -7758907 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -7758903.500000 Penalty: 5281.840332
	Iteration 79Q: 3 clusters Score -7758904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -7758897.500000 Penalty: 5281.840332
	Iteration 80F: 3 clusters Score -7758898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -7758904.500000 Penalty: 5281.840332
	Iteration 81Q: 3 clusters Score -7758904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -7758902.000000 Penalty: 5281.840332
	Iteration 82Q: 3 clusters Score -7758902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -7758907.000000 Penalty: 5281.840332
	Iteration 83Q: 3 clusters Score -7758907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -7758922.000000 Penalty: 5281.840332
	Iteration 84Q: 3 clusters Score -7758922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -7758926.000000 Penalty: 5281.840332
	Iteration 85Q: 3 clusters Score -7758926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -7758920.000000 Penalty: 5281.840332
	Iteration 86Q: 3 clusters Score -7758920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -7758912.500000 Penalty: 5281.840332
	Iteration 87Q: 3 clusters Score -7758912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -7758913.000000 Penalty: 5281.840332
	Iteration 88Q: 3 clusters Score -7758913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -7758926.500000 Penalty: 5281.840332
	Iteration 89Q: 3 clusters Score -7758926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -7758936.000000 Penalty: 5281.840332
	Iteration 90Q: 3 clusters Score -7758936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -7758950.500000 Penalty: 5281.840332
	Iteration 91Q: 3 clusters Score -7758950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -7758933.000000 Penalty: 5281.840332
	Iteration 92Q: 3 clusters Score -7758933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -7758935.000000 Penalty: 5281.840332
	Iteration 93Q: 3 clusters Score -7758935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -7758943.000000 Penalty: 5281.840332
	Iteration 94Q: 3 clusters Score -7758943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -7758944.500000 Penalty: 5281.840332
	Iteration 95Q: 3 clusters Score -7758944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -7758942.000000 Penalty: 5281.840332
	Iteration 96Q: 3 clusters Score -7758942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -7758931.500000 Penalty: 5281.840332
	Iteration 97Q: 3 clusters Score -7758932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -7758943.500000 Penalty: 5281.840332
	Iteration 98Q: 3 clusters Score -7758944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -7758941.500000 Penalty: 5281.840332
	Iteration 99Q: 3 clusters Score -7758942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -7758934.500000 Penalty: 5281.840332
	Iteration 100F: 3 clusters Score -7758934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -7758926.500000 Penalty: 5281.840332
	Iteration 101Q: 3 clusters Score -7758926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -7758923.500000 Penalty: 5281.840332
	Iteration 102Q: 3 clusters Score -7758924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -7758920.500000 Penalty: 5281.840332
	Iteration 103Q: 3 clusters Score -7758920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -7758935.500000 Penalty: 5281.840332
	Iteration 104Q: 3 clusters Score -7758936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -7758940.500000 Penalty: 5281.840332
	Iteration 105Q: 3 clusters Score -7758940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -7758950.500000 Penalty: 5281.840332
	Iteration 106Q: 3 clusters Score -7758950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -7758944.500000 Penalty: 5281.840332
	Iteration 107Q: 3 clusters Score -7758944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -7758942.500000 Penalty: 5281.840332
	Iteration 108Q: 3 clusters Score -7758942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -7758936.000000 Penalty: 5281.840332
	Iteration 109Q: 3 clusters Score -7758936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -7758946.500000 Penalty: 5281.840332
	Iteration 110Q: 3 clusters Score -7758946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -7758954.500000 Penalty: 5281.840332
	Iteration 111Q: 3 clusters Score -7758954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -7758952.000000 Penalty: 5281.840332
	Iteration 112Q: 3 clusters Score -7758952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -7758958.000000 Penalty: 5281.840332
	Iteration 113Q: 3 clusters Score -7758958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -7758951.500000 Penalty: 5281.840332
	Iteration 114Q: 3 clusters Score -7758952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -7758967.000000 Penalty: 5281.840332
	Iteration 115Q: 3 clusters Score -7758967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -7758966.500000 Penalty: 5281.840332
	Iteration 116Q: 3 clusters Score -7758966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -7758962.500000 Penalty: 5281.840332
	Iteration 117Q: 3 clusters Score -7758962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -7758955.500000 Penalty: 5281.840332
	Iteration 118Q: 3 clusters Score -7758956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -7758960.500000 Penalty: 5281.840332
	Iteration 119Q: 3 clusters Score -7758960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -7758959.500000 Penalty: 5281.840332
	Iteration 120F: 3 clusters Score -7758960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -7758959.000000 Penalty: 5281.840332
	Iteration 121Q: 3 clusters Score -7758959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -7758962.500000 Penalty: 5281.840332
	Iteration 122Q: 3 clusters Score -7758962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -7758966.500000 Penalty: 5281.840332
	Iteration 123Q: 3 clusters Score -7758966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -7758966.500000 Penalty: 5281.840332
	Iteration 124F: 3 clusters Score -7758966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Entering Unmasked Estep 
Score: -7944730.000000 Penalty: 2644.958984
	Iteration 0F: 2 clusters Score -7944730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -7916728.500000 Penalty: 5289.917969
	Iteration 0F: 3 clusters Score -7916728 nChanged 19807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -7927655.500000 Penalty: 5289.917969
	Iteration 1F: 3 clusters Score -7927656 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -7928031.500000 Penalty: 5289.917969
	Iteration 2Q: 3 clusters Score -7928032 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -7928468.500000 Penalty: 5289.917969
	Iteration 3Q: 3 clusters Score -7928468 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -7928850.000000 Penalty: 5289.917969
	Iteration 4Q: 3 clusters Score -7928850 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -7929412.500000 Penalty: 5289.917969
	Iteration 5Q: 3 clusters Score -7929412 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -7930104.500000 Penalty: 5289.917969
	Iteration 6Q: 3 clusters Score -7930104 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -7931226.500000 Penalty: 5289.917969
	Iteration 7F: 3 clusters Score -7931226 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -7933014.000000 Penalty: 5289.917969
	Iteration 8F: 3 clusters Score -7933014 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -7935228.500000 Penalty: 5289.917969
	Iteration 9F: 3 clusters Score -7935228 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -7937704.000000 Penalty: 5289.917969
	Iteration 10F: 3 clusters Score -7937704 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -7939617.000000 Penalty: 5289.917969
	Iteration 11F: 3 clusters Score -7939617 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -7940819.000000 Penalty: 5289.917969
	Iteration 12Q: 3 clusters Score -7940819 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -7941535.500000 Penalty: 5289.917969
	Iteration 13Q: 3 clusters Score -7941536 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -7941961.500000 Penalty: 5289.917969
	Iteration 14Q: 3 clusters Score -7941962 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -7942166.000000 Penalty: 5289.917969
	Iteration 15Q: 3 clusters Score -7942166 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -7942324.500000 Penalty: 5289.917969
	Iteration 16Q: 3 clusters Score -7942324 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -7942403.000000 Penalty: 5289.917969
	Iteration 17Q: 3 clusters Score -7942403 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -7942471.500000 Penalty: 5289.917969
	Iteration 18Q: 3 clusters Score -7942472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -7942498.500000 Penalty: 5289.917969
	Iteration 19Q: 3 clusters Score -7942498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -7942514.500000 Penalty: 5289.917969
	Iteration 20F: 3 clusters Score -7942514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -7942536.000000 Penalty: 5289.917969
	Iteration 21Q: 3 clusters Score -7942536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -7942553.000000 Penalty: 5289.917969
	Iteration 22Q: 3 clusters Score -7942553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -7942566.000000 Penalty: 5289.917969
	Iteration 23Q: 3 clusters Score -7942566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -7942570.500000 Penalty: 5289.917969
	Iteration 24Q: 3 clusters Score -7942570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -7942572.000000 Penalty: 5289.917969
	Iteration 25Q: 3 clusters Score -7942572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -7942576.500000 Penalty: 5289.917969
	Iteration 26Q: 3 clusters Score -7942576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -7942577.000000 Penalty: 5289.917969
	Iteration 27Q: 3 clusters Score -7942577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -7942585.500000 Penalty: 5289.917969
	Iteration 28Q: 3 clusters Score -7942586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -7942582.000000 Penalty: 5289.917969
	Iteration 29Q: 3 clusters Score -7942582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -7942582.000000 Penalty: 5289.917969
	Iteration 30F: 3 clusters Score -7942582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Entering Unmasked Estep 
Score: -8664948.000000 Penalty: 2665.045898
	Iteration 0F: 2 clusters Score -8664948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -8636001.000000 Penalty: 5330.091797
	Iteration 0F: 3 clusters Score -8636001 nChanged 21412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -8647667.000000 Penalty: 5330.091797
	Iteration 1F: 3 clusters Score -8647667 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -8648117.000000 Penalty: 5330.091797
	Iteration 2Q: 3 clusters Score -8648117 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -8648490.000000 Penalty: 5330.091797
	Iteration 3Q: 3 clusters Score -8648490 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -8648843.000000 Penalty: 5330.091797
	Iteration 4Q: 3 clusters Score -8648843 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -8649365.000000 Penalty: 5330.091797
	Iteration 5Q: 3 clusters Score -8649365 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -8649894.000000 Penalty: 5330.091797
	Iteration 6Q: 3 clusters Score -8649894 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -8650786.000000 Penalty: 5330.091797
	Iteration 7Q: 3 clusters Score -8650786 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -8652199.000000 Penalty: 5330.091797
	Iteration 8F: 3 clusters Score -8652199 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -8654206.000000 Penalty: 5330.091797
	Iteration 9F: 3 clusters Score -8654206 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -8656546.000000 Penalty: 5330.091797
	Iteration 10F: 3 clusters Score -8656546 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -8658843.000000 Penalty: 5330.091797
	Iteration 11F: 3 clusters Score -8658843 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -8660538.000000 Penalty: 5330.091797
	Iteration 12Q: 3 clusters Score -8660538 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -8661660.000000 Penalty: 5330.091797
	Iteration 13Q: 3 clusters Score -8661660 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -8662155.000000 Penalty: 5330.091797
	Iteration 14Q: 3 clusters Score -8662155 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -8662455.000000 Penalty: 5330.091797
	Iteration 15Q: 3 clusters Score -8662455 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -8662571.000000 Penalty: 5330.091797
	Iteration 16Q: 3 clusters Score -8662571 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8662641.000000 Penalty: 5330.091797
	Iteration 17Q: 3 clusters Score -8662641 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8662692.000000 Penalty: 5330.091797
	Iteration 18Q: 3 clusters Score -8662692 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8662710.000000 Penalty: 5330.091797
	Iteration 19Q: 3 clusters Score -8662710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8662722.000000 Penalty: 5330.091797
	Iteration 20F: 3 clusters Score -8662722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8662713.000000 Penalty: 5330.091797
	Iteration 21Q: 3 clusters Score -8662713 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8662744.000000 Penalty: 5330.091797
	Iteration 22Q: 3 clusters Score -8662744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8662771.000000 Penalty: 5330.091797
	Iteration 23Q: 3 clusters Score -8662771 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8662796.000000 Penalty: 5330.091797
	Iteration 24Q: 3 clusters Score -8662796 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8662807.000000 Penalty: 5330.091797
	Iteration 25Q: 3 clusters Score -8662807 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8662829.000000 Penalty: 5330.091797
	Iteration 26Q: 3 clusters Score -8662829 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8662852.000000 Penalty: 5330.091797
	Iteration 27Q: 3 clusters Score -8662852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8662855.000000 Penalty: 5330.091797
	Iteration 28Q: 3 clusters Score -8662855 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8662866.000000 Penalty: 5330.091797
	Iteration 29Q: 3 clusters Score -8662866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8662874.000000 Penalty: 5330.091797
	Iteration 30Q: 3 clusters Score -8662874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8662883.000000 Penalty: 5330.091797
	Iteration 31Q: 3 clusters Score -8662883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8662896.000000 Penalty: 5330.091797
	Iteration 32Q: 3 clusters Score -8662896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8662898.000000 Penalty: 5330.091797
	Iteration 33Q: 3 clusters Score -8662898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8662878.000000 Penalty: 5330.091797
	Iteration 34Q: 3 clusters Score -8662878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8662897.000000 Penalty: 5330.091797
	Iteration 35Q: 3 clusters Score -8662897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8662894.000000 Penalty: 5330.091797
	Iteration 36Q: 3 clusters Score -8662894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8662890.000000 Penalty: 5330.091797
	Iteration 37Q: 3 clusters Score -8662890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8662891.000000 Penalty: 5330.091797
	Iteration 38Q: 3 clusters Score -8662891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8662890.000000 Penalty: 5330.091797
	Iteration 39Q: 3 clusters Score -8662890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8662888.000000 Penalty: 5330.091797
	Iteration 40F: 3 clusters Score -8662888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8662900.000000 Penalty: 5330.091797
	Iteration 41Q: 3 clusters Score -8662900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8662909.000000 Penalty: 5330.091797
	Iteration 42Q: 3 clusters Score -8662909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8662904.000000 Penalty: 5330.091797
	Iteration 43Q: 3 clusters Score -8662904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8662908.000000 Penalty: 5330.091797
	Iteration 44Q: 3 clusters Score -8662908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8662918.000000 Penalty: 5330.091797
	Iteration 45Q: 3 clusters Score -8662918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8662921.000000 Penalty: 5330.091797
	Iteration 46Q: 3 clusters Score -8662921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8662929.000000 Penalty: 5330.091797
	Iteration 47Q: 3 clusters Score -8662929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8662944.000000 Penalty: 5330.091797
	Iteration 48Q: 3 clusters Score -8662944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8662956.000000 Penalty: 5330.091797
	Iteration 49Q: 3 clusters Score -8662956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8662956.000000 Penalty: 5330.091797
	Iteration 50Q: 3 clusters Score -8662956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8662964.000000 Penalty: 5330.091797
	Iteration 51Q: 3 clusters Score -8662964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8662973.000000 Penalty: 5330.091797
	Iteration 52Q: 3 clusters Score -8662973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8662956.000000 Penalty: 5330.091797
	Iteration 53Q: 3 clusters Score -8662956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8662946.000000 Penalty: 5330.091797
	Iteration 54Q: 3 clusters Score -8662946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8662949.000000 Penalty: 5330.091797
	Iteration 55Q: 3 clusters Score -8662949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8662957.000000 Penalty: 5330.091797
	Iteration 56Q: 3 clusters Score -8662957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8662954.000000 Penalty: 5330.091797
	Iteration 57Q: 3 clusters Score -8662954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8662949.000000 Penalty: 5330.091797
	Iteration 58Q: 3 clusters Score -8662949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8662953.000000 Penalty: 5330.091797
	Iteration 59Q: 3 clusters Score -8662953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8662959.000000 Penalty: 5330.091797
	Iteration 60F: 3 clusters Score -8662959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8662962.000000 Penalty: 5330.091797
	Iteration 61Q: 3 clusters Score -8662962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8662962.000000 Penalty: 5330.091797
	Iteration 62F: 3 clusters Score -8662962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -127269.539062 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -127269.5 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 436 members 
Entering Unmasked Estep 
Score: -125491.281250 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -125491.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -126108.203125 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -126108.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -126528.195312 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -126528.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -127012.054688 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -127012.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -127291.859375 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -127291.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127564.093750 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -127564.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -127699.585938 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -127699.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -127764.679688 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -127764.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -127803.656250 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -127803.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -127841.398438 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -127841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -127866.062500 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -127866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -127868.437500 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -127868.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -127868.437500 Penalty: 3350.861328
	Iteration 12F: 3 clusters Score -127868.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45489 members 
Mstep: Class 3 contains 43628 members 
Mstep: Class 4 contains 35201 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45545 members 
Mstep: Class 7 contains 44919 members 
Mstep: Class 8 contains 6636 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3573 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42885 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44239 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36698 members 
Mstep: Class 21 contains 42145 members 
Mstep: Class 22 contains 42837 members 
Mstep: Class 23 contains 46451 members 
Mstep: Class 24 contains 500 members 
Mstep: Class 25 contains 44466 members 
Mstep: Class 26 contains 50302 members 
Mstep: Class 27 contains 359 members 
Entering Unmasked Estep 
Score: -106690880.000000 Penalty: 88917.406250
Splitting cluster 24 changes total score from -106691904.000000 to -106690880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (44466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Entering Unmasked Estep 
Score: -8232365.500000 Penalty: 2654.215088
	Iteration 0F: 2 clusters Score -8232366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -8203165.000000 Penalty: 5308.430176
	Iteration 0F: 3 clusters Score -8203165 nChanged 20414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -8214385.500000 Penalty: 5308.430176
	Iteration 1F: 3 clusters Score -8214386 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -8214748.500000 Penalty: 5308.430176
	Iteration 2Q: 3 clusters Score -8214748 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -8215179.000000 Penalty: 5308.430176
	Iteration 3Q: 3 clusters Score -8215179 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -8215750.000000 Penalty: 5308.430176
	Iteration 4Q: 3 clusters Score -8215750 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -8216451.500000 Penalty: 5308.430176
	Iteration 5Q: 3 clusters Score -8216452 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -8217637.500000 Penalty: 5308.430176
	Iteration 6F: 3 clusters Score -8217638 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -8219533.000000 Penalty: 5308.430176
	Iteration 7F: 3 clusters Score -8219533 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -8222268.500000 Penalty: 5308.430176
	Iteration 8F: 3 clusters Score -8222268 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -8225518.500000 Penalty: 5308.430176
	Iteration 9F: 3 clusters Score -8225518 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -8228037.500000 Penalty: 5308.430176
	Iteration 10F: 3 clusters Score -8228038 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8229325.000000 Penalty: 5308.430176
	Iteration 11Q: 3 clusters Score -8229325 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8229737.000000 Penalty: 5308.430176
	Iteration 12Q: 3 clusters Score -8229737 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -8229912.500000 Penalty: 5308.430176
	Iteration 13Q: 3 clusters Score -8229912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -8229999.500000 Penalty: 5308.430176
	Iteration 14Q: 3 clusters Score -8230000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8230033.000000 Penalty: 5308.430176
	Iteration 15Q: 3 clusters Score -8230033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -8230048.500000 Penalty: 5308.430176
	Iteration 16Q: 3 clusters Score -8230048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -8230061.000000 Penalty: 5308.430176
	Iteration 17Q: 3 clusters Score -8230061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -8230060.500000 Penalty: 5308.430176
	Iteration 18Q: 3 clusters Score -8230060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -8230064.500000 Penalty: 5308.430176
	Iteration 19Q: 3 clusters Score -8230064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -8230064.500000 Penalty: 5308.430176
	Iteration 20F: 3 clusters Score -8230064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Entering Unmasked Estep 
Score: -9409253.000000 Penalty: 2684.798340
	Iteration 0F: 2 clusters Score -9409253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -9380481.000000 Penalty: 5369.596680
	Iteration 0F: 3 clusters Score -9380481 nChanged 23259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -9393196.000000 Penalty: 5369.596680
	Iteration 1F: 3 clusters Score -9393196 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -9393728.000000 Penalty: 5369.596680
	Iteration 2Q: 3 clusters Score -9393728 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -9394258.000000 Penalty: 5369.596680
	Iteration 3Q: 3 clusters Score -9394258 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -9394819.000000 Penalty: 5369.596680
	Iteration 4Q: 3 clusters Score -9394819 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -9395388.000000 Penalty: 5369.596680
	Iteration 5Q: 3 clusters Score -9395388 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -9396204.000000 Penalty: 5369.596680
	Iteration 6Q: 3 clusters Score -9396204 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -9397409.000000 Penalty: 5369.596680
	Iteration 7Q: 3 clusters Score -9397409 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -9399103.000000 Penalty: 5369.596680
	Iteration 8F: 3 clusters Score -9399103 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -9401185.000000 Penalty: 5369.596680
	Iteration 9F: 3 clusters Score -9401185 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -9403051.000000 Penalty: 5369.596680
	Iteration 10F: 3 clusters Score -9403051 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -9404158.000000 Penalty: 5369.596680
	Iteration 11Q: 3 clusters Score -9404158 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -9404621.000000 Penalty: 5369.596680
	Iteration 12Q: 3 clusters Score -9404621 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -9404981.000000 Penalty: 5369.596680
	Iteration 13Q: 3 clusters Score -9404981 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -9405248.000000 Penalty: 5369.596680
	Iteration 14Q: 3 clusters Score -9405248 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -9405546.000000 Penalty: 5369.596680
	Iteration 15Q: 3 clusters Score -9405546 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -9405833.000000 Penalty: 5369.596680
	Iteration 16Q: 3 clusters Score -9405833 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -9406114.000000 Penalty: 5369.596680
	Iteration 17Q: 3 clusters Score -9406114 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -9406397.000000 Penalty: 5369.596680
	Iteration 18Q: 3 clusters Score -9406397 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -9406810.000000 Penalty: 5369.596680
	Iteration 19Q: 3 clusters Score -9406810 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -9407311.000000 Penalty: 5369.596680
	Iteration 20F: 3 clusters Score -9407311 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -9407769.000000 Penalty: 5369.596680
	Iteration 21Q: 3 clusters Score -9407769 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -9408097.000000 Penalty: 5369.596680
	Iteration 22Q: 3 clusters Score -9408097 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -9408481.000000 Penalty: 5369.596680
	Iteration 23Q: 3 clusters Score -9408481 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -9408855.000000 Penalty: 5369.596680
	Iteration 24Q: 3 clusters Score -9408855 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -9409122.000000 Penalty: 5369.596680
	Iteration 25Q: 3 clusters Score -9409122 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -9409386.000000 Penalty: 5369.596680
	Iteration 26Q: 3 clusters Score -9409386 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -9409498.000000 Penalty: 5369.596680
	Iteration 27Q: 3 clusters Score -9409498 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -9409587.000000 Penalty: 5369.596680
	Iteration 28Q: 3 clusters Score -9409587 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -9409672.000000 Penalty: 5369.596680
	Iteration 29Q: 3 clusters Score -9409672 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -9409725.000000 Penalty: 5369.596680
	Iteration 30Q: 3 clusters Score -9409725 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -9409763.000000 Penalty: 5369.596680
	Iteration 31Q: 3 clusters Score -9409763 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -9409790.000000 Penalty: 5369.596680
	Iteration 32Q: 3 clusters Score -9409790 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -9409854.000000 Penalty: 5369.596680
	Iteration 33Q: 3 clusters Score -9409854 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -9409872.000000 Penalty: 5369.596680
	Iteration 34Q: 3 clusters Score -9409872 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -9409881.000000 Penalty: 5369.596680
	Iteration 35Q: 3 clusters Score -9409881 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -9409866.000000 Penalty: 5369.596680
	Iteration 36Q: 3 clusters Score -9409866 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -9409898.000000 Penalty: 5369.596680
	Iteration 37Q: 3 clusters Score -9409898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -9409908.000000 Penalty: 5369.596680
	Iteration 38Q: 3 clusters Score -9409908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -9409899.000000 Penalty: 5369.596680
	Iteration 39Q: 3 clusters Score -9409899 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -9409910.000000 Penalty: 5369.596680
	Iteration 40F: 3 clusters Score -9409910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -9409928.000000 Penalty: 5369.596680
	Iteration 41Q: 3 clusters Score -9409928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -9409905.000000 Penalty: 5369.596680
	Iteration 42Q: 3 clusters Score -9409905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -9409910.000000 Penalty: 5369.596680
	Iteration 43Q: 3 clusters Score -9409910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -9409898.000000 Penalty: 5369.596680
	Iteration 44Q: 3 clusters Score -9409898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -9409896.000000 Penalty: 5369.596680
	Iteration 45Q: 3 clusters Score -9409896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -9409904.000000 Penalty: 5369.596680
	Iteration 46Q: 3 clusters Score -9409904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -9409905.000000 Penalty: 5369.596680
	Iteration 47Q: 3 clusters Score -9409905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -9409898.000000 Penalty: 5369.596680
	Iteration 48Q: 3 clusters Score -9409898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -9409901.000000 Penalty: 5369.596680
	Iteration 49Q: 3 clusters Score -9409901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -9409900.000000 Penalty: 5369.596680
	Iteration 50Q: 3 clusters Score -9409900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -9409897.000000 Penalty: 5369.596680
	Iteration 51Q: 3 clusters Score -9409897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -9409897.000000 Penalty: 5369.596680
	Iteration 52Q: 3 clusters Score -9409897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -9409904.000000 Penalty: 5369.596680
	Iteration 53Q: 3 clusters Score -9409904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -9409901.000000 Penalty: 5369.596680
	Iteration 54Q: 3 clusters Score -9409901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -9409896.000000 Penalty: 5369.596680
	Iteration 55Q: 3 clusters Score -9409896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -9409916.000000 Penalty: 5369.596680
	Iteration 56Q: 3 clusters Score -9409916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -9409917.000000 Penalty: 5369.596680
	Iteration 57Q: 3 clusters Score -9409917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -9409915.000000 Penalty: 5369.596680
	Iteration 58Q: 3 clusters Score -9409915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -9409913.000000 Penalty: 5369.596680
	Iteration 59Q: 3 clusters Score -9409913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -9409913.000000 Penalty: 5369.596680
	Iteration 60F: 3 clusters Score -9409913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45489 members 
Mstep: Class 3 contains 43628 members 
Mstep: Class 4 contains 35201 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45545 members 
Mstep: Class 7 contains 44919 members 
Mstep: Class 8 contains 6636 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3573 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42885 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44239 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36698 members 
Mstep: Class 21 contains 42145 members 
Mstep: Class 22 contains 42837 members 
Mstep: Class 23 contains 46451 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44466 members 
Mstep: Class 26 contains 28284 members 
Mstep: Class 27 contains 22018 members 
Entering Unmasked Estep 
Score: -106692296.000000 Penalty: 88917.406250
Splitting cluster 26 changes total score from -106691904.000000 to -106692296.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45489 members 
Mstep: Class 3 contains 43628 members 
Mstep: Class 4 contains 35201 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45545 members 
Mstep: Class 7 contains 44919 members 
Mstep: Class 8 contains 6636 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3573 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42885 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 44239 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36698 members 
Mstep: Class 21 contains 42145 members 
Mstep: Class 22 contains 42837 members 
Mstep: Class 23 contains 46451 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44466 members 
Mstep: Class 26 contains 28284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694032.000000 Penalty: 88917.406250
Iteration 399Q: 28 clusters Score -1.06694e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45778 members 
Mstep: Class 3 contains 43755 members 
Mstep: Class 4 contains 35211 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45744 members 
Mstep: Class 7 contains 44912 members 
Mstep: Class 8 contains 6626 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42817 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 44260 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36682 members 
Mstep: Class 21 contains 42134 members 
Mstep: Class 22 contains 42608 members 
Mstep: Class 23 contains 45929 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44350 members 
Mstep: Class 26 contains 29737 members 
Mstep: Class 27 contains 20908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695224.000000 Penalty: 88917.406250
Iteration 400F: 28 clusters Score -1.066952e+08 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45393 members 
Mstep: Class 3 contains 43518 members 
Mstep: Class 4 contains 35191 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45503 members 
Mstep: Class 7 contains 44597 members 
Mstep: Class 8 contains 6563 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42700 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 44191 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36559 members 
Mstep: Class 21 contains 42056 members 
Mstep: Class 22 contains 42140 members 
Mstep: Class 23 contains 45361 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44069 members 
Mstep: Class 26 contains 31025 members 
Mstep: Class 27 contains 22618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696224.000000 Penalty: 88917.406250
Iteration 401Q: 28 clusters Score -1.066962e+08 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45311 members 
Mstep: Class 3 contains 43244 members 
Mstep: Class 4 contains 35162 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45283 members 
Mstep: Class 7 contains 44394 members 
Mstep: Class 8 contains 6512 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42606 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 43960 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36416 members 
Mstep: Class 21 contains 41946 members 
Mstep: Class 22 contains 41701 members 
Mstep: Class 23 contains 44946 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 43778 members 
Mstep: Class 26 contains 32404 members 
Mstep: Class 27 contains 23859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697840.000000 Penalty: 88917.406250
Iteration 402Q: 28 clusters Score -1.066978e+08 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45201 members 
Mstep: Class 3 contains 43003 members 
Mstep: Class 4 contains 35134 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45096 members 
Mstep: Class 7 contains 44191 members 
Mstep: Class 8 contains 6454 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42514 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 43701 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36261 members 
Mstep: Class 21 contains 41810 members 
Mstep: Class 22 contains 41337 members 
Mstep: Class 23 contains 44455 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 43497 members 
Mstep: Class 26 contains 33851 members 
Mstep: Class 27 contains 25064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698720.000000 Penalty: 88917.406250
Iteration 403Q: 28 clusters Score -1.066987e+08 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 45112 members 
Mstep: Class 3 contains 42705 members 
Mstep: Class 4 contains 35113 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44895 members 
Mstep: Class 7 contains 44010 members 
Mstep: Class 8 contains 6397 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2598 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3394 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42377 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 43342 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 36095 members 
Mstep: Class 21 contains 41616 members 
Mstep: Class 22 contains 40996 members 
Mstep: Class 23 contains 44069 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 43287 members 
Mstep: Class 26 contains 35348 members 
Mstep: Class 27 contains 26257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106699656.000000 Penalty: 88917.406250
Iteration 404Q: 28 clusters Score -1.066997e+08 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44967 members 
Mstep: Class 3 contains 42400 members 
Mstep: Class 4 contains 35095 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44697 members 
Mstep: Class 7 contains 43830 members 
Mstep: Class 8 contains 6336 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3330 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42211 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 43033 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 35962 members 
Mstep: Class 21 contains 41409 members 
Mstep: Class 22 contains 40684 members 
Mstep: Class 23 contains 43474 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 43113 members 
Mstep: Class 26 contains 36876 members 
Mstep: Class 27 contains 27597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106701192.000000 Penalty: 88917.406250
Iteration 405Q: 28 clusters Score -1.067012e+08 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44941 members 
Mstep: Class 3 contains 42104 members 
Mstep: Class 4 contains 35055 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44516 members 
Mstep: Class 7 contains 43675 members 
Mstep: Class 8 contains 6285 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41998 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 42781 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 35822 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 40322 members 
Mstep: Class 23 contains 42756 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 43024 members 
Mstep: Class 26 contains 38320 members 
Mstep: Class 27 contains 28992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106702416.000000 Penalty: 88917.406250
Iteration 406Q: 28 clusters Score -1.067024e+08 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44852 members 
Mstep: Class 3 contains 41788 members 
Mstep: Class 4 contains 35017 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44409 members 
Mstep: Class 7 contains 43537 members 
Mstep: Class 8 contains 6218 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41796 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 42558 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 35670 members 
Mstep: Class 21 contains 40915 members 
Mstep: Class 22 contains 39882 members 
Mstep: Class 23 contains 42084 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 42960 members 
Mstep: Class 26 contains 39687 members 
Mstep: Class 27 contains 30454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106703504.000000 Penalty: 88917.406250
Iteration 407Q: 28 clusters Score -1.067035e+08 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44758 members 
Mstep: Class 3 contains 41489 members 
Mstep: Class 4 contains 34969 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44290 members 
Mstep: Class 7 contains 43421 members 
Mstep: Class 8 contains 6141 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 3134 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41627 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 42408 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 35510 members 
Mstep: Class 21 contains 40645 members 
Mstep: Class 22 contains 39408 members 
Mstep: Class 23 contains 41375 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 42870 members 
Mstep: Class 26 contains 40982 members 
Mstep: Class 27 contains 31988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106704224.000000 Penalty: 88917.406250
Iteration 408Q: 28 clusters Score -1.067042e+08 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44646 members 
Mstep: Class 3 contains 41202 members 
Mstep: Class 4 contains 34936 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44162 members 
Mstep: Class 7 contains 43280 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 3063 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41466 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 42349 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 35325 members 
Mstep: Class 21 contains 40391 members 
Mstep: Class 22 contains 38950 members 
Mstep: Class 23 contains 40500 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 42752 members 
Mstep: Class 26 contains 42262 members 
Mstep: Class 27 contains 33669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106705288.000000 Penalty: 88917.406250
Iteration 409Q: 28 clusters Score -1.067053e+08 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44478 members 
Mstep: Class 3 contains 40910 members 
Mstep: Class 4 contains 34896 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44105 members 
Mstep: Class 7 contains 43174 members 
Mstep: Class 8 contains 5989 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 3001 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41340 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 42452 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 35149 members 
Mstep: Class 21 contains 40128 members 
Mstep: Class 22 contains 38533 members 
Mstep: Class 23 contains 39290 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 42672 members 
Mstep: Class 26 contains 43329 members 
Mstep: Class 27 contains 35571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106705616.000000 Penalty: 88917.406250
Iteration 410Q: 28 clusters Score -1.067056e+08 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44395 members 
Mstep: Class 3 contains 40575 members 
Mstep: Class 4 contains 34853 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44079 members 
Mstep: Class 7 contains 43076 members 
Mstep: Class 8 contains 5925 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2957 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41259 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 42596 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34960 members 
Mstep: Class 21 contains 39858 members 
Mstep: Class 22 contains 38183 members 
Mstep: Class 23 contains 37806 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 42601 members 
Mstep: Class 26 contains 44276 members 
Mstep: Class 27 contains 37619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106705512.000000 Penalty: 88917.406250
Iteration 411Q: 28 clusters Score -1.067055e+08 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44322 members 
Mstep: Class 3 contains 40300 members 
Mstep: Class 4 contains 34805 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 43026 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2902 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41154 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 42814 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34802 members 
Mstep: Class 21 contains 39546 members 
Mstep: Class 22 contains 37890 members 
Mstep: Class 23 contains 36306 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 42602 members 
Mstep: Class 26 contains 44969 members 
Mstep: Class 27 contains 39680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106705448.000000 Penalty: 88917.406250
Iteration 412Q: 28 clusters Score -1.067054e+08 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44295 members 
Mstep: Class 3 contains 40057 members 
Mstep: Class 4 contains 34761 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44033 members 
Mstep: Class 7 contains 42975 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2850 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41001 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 43084 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34660 members 
Mstep: Class 21 contains 39224 members 
Mstep: Class 22 contains 37644 members 
Mstep: Class 23 contains 35117 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 42692 members 
Mstep: Class 26 contains 45091 members 
Mstep: Class 27 contains 41712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106705328.000000 Penalty: 88917.406250
Iteration 413Q: 28 clusters Score -1.067053e+08 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44356 members 
Mstep: Class 3 contains 39870 members 
Mstep: Class 4 contains 34729 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43978 members 
Mstep: Class 7 contains 42936 members 
Mstep: Class 8 contains 5779 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2801 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 40872 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 43380 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34535 members 
Mstep: Class 21 contains 38929 members 
Mstep: Class 22 contains 37418 members 
Mstep: Class 23 contains 34180 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 42800 members 
Mstep: Class 26 contains 44711 members 
Mstep: Class 27 contains 43745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106705080.000000 Penalty: 88917.406250
Iteration 414Q: 28 clusters Score -1.067051e+08 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44628 members 
Mstep: Class 3 contains 39761 members 
Mstep: Class 4 contains 34705 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43930 members 
Mstep: Class 7 contains 42961 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 40786 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 43663 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34416 members 
Mstep: Class 21 contains 38667 members 
Mstep: Class 22 contains 37258 members 
Mstep: Class 23 contains 33289 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 42960 members 
Mstep: Class 26 contains 43863 members 
Mstep: Class 27 contains 45617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106705104.000000 Penalty: 88917.406250
Iteration 415Q: 28 clusters Score -1.067051e+08 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44562 members 
Mstep: Class 3 contains 39701 members 
Mstep: Class 4 contains 34658 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43752 members 
Mstep: Class 7 contains 43004 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2750 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 40678 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 43897 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34345 members 
Mstep: Class 21 contains 38434 members 
Mstep: Class 22 contains 37188 members 
Mstep: Class 23 contains 32528 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 43126 members 
Mstep: Class 26 contains 43484 members 
Mstep: Class 27 contains 47188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106704344.000000 Penalty: 88917.406250
Iteration 416Q: 28 clusters Score -1.067043e+08 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44270 members 
Mstep: Class 3 contains 39591 members 
Mstep: Class 4 contains 34626 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43649 members 
Mstep: Class 7 contains 43031 members 
Mstep: Class 8 contains 5697 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2739 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 40565 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 44122 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 38213 members 
Mstep: Class 22 contains 37144 members 
Mstep: Class 23 contains 31836 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 43327 members 
Mstep: Class 26 contains 43454 members 
Mstep: Class 27 contains 48458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106703448.000000 Penalty: 88917.406250
Iteration 417Q: 28 clusters Score -1.067034e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43789 members 
Mstep: Class 3 contains 39425 members 
Mstep: Class 4 contains 34594 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43620 members 
Mstep: Class 7 contains 43071 members 
Mstep: Class 8 contains 5677 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2712 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 40460 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 44318 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34229 members 
Mstep: Class 21 contains 38007 members 
Mstep: Class 22 contains 37158 members 
Mstep: Class 23 contains 31301 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 43576 members 
Mstep: Class 26 contains 43502 members 
Mstep: Class 27 contains 49580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106702448.000000 Penalty: 88917.406250
Iteration 418Q: 28 clusters Score -1.067024e+08 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43102 members 
Mstep: Class 3 contains 39281 members 
Mstep: Class 4 contains 34558 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43579 members 
Mstep: Class 7 contains 43150 members 
Mstep: Class 8 contains 5669 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 2696 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 40358 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 44498 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34180 members 
Mstep: Class 21 contains 37763 members 
Mstep: Class 22 contains 37237 members 
Mstep: Class 23 contains 30815 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 43835 members 
Mstep: Class 26 contains 43638 members 
Mstep: Class 27 contains 50661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106701696.000000 Penalty: 88917.406250
Iteration 419Q: 28 clusters Score -1.067017e+08 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 42534 members 
Mstep: Class 3 contains 39077 members 
Mstep: Class 4 contains 34541 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43590 members 
Mstep: Class 7 contains 43238 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 40258 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 44659 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34158 members 
Mstep: Class 21 contains 37520 members 
Mstep: Class 22 contains 37304 members 
Mstep: Class 23 contains 30411 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44061 members 
Mstep: Class 26 contains 43801 members 
Mstep: Class 27 contains 51524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106700824.000000 Penalty: 88917.406250
Iteration 420F: 28 clusters Score -1.067008e+08 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41845 members 
Mstep: Class 3 contains 38832 members 
Mstep: Class 4 contains 34530 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43693 members 
Mstep: Class 7 contains 43315 members 
Mstep: Class 8 contains 5660 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 40138 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 44782 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34135 members 
Mstep: Class 21 contains 37279 members 
Mstep: Class 22 contains 37394 members 
Mstep: Class 23 contains 28991 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44325 members 
Mstep: Class 26 contains 44932 members 
Mstep: Class 27 contains 52488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106698632.000000 Penalty: 88917.406250
Iteration 421Q: 28 clusters Score -1.066986e+08 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41203 members 
Mstep: Class 3 contains 38629 members 
Mstep: Class 4 contains 34526 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43825 members 
Mstep: Class 7 contains 43384 members 
Mstep: Class 8 contains 5644 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 40076 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 44824 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34146 members 
Mstep: Class 21 contains 37036 members 
Mstep: Class 22 contains 37536 members 
Mstep: Class 23 contains 27799 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44642 members 
Mstep: Class 26 contains 45781 members 
Mstep: Class 27 contains 53299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106697536.000000 Penalty: 88917.406250
Iteration 422Q: 28 clusters Score -1.066975e+08 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40590 members 
Mstep: Class 3 contains 38445 members 
Mstep: Class 4 contains 34532 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 43936 members 
Mstep: Class 7 contains 43460 members 
Mstep: Class 8 contains 5635 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 39987 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 44846 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34180 members 
Mstep: Class 21 contains 36825 members 
Mstep: Class 22 contains 37690 members 
Mstep: Class 23 contains 26904 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 44964 members 
Mstep: Class 26 contains 46474 members 
Mstep: Class 27 contains 53875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106696520.000000 Penalty: 88917.406250
Iteration 423Q: 28 clusters Score -1.066965e+08 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40023 members 
Mstep: Class 3 contains 38224 members 
Mstep: Class 4 contains 34527 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44101 members 
Mstep: Class 7 contains 43550 members 
Mstep: Class 8 contains 5642 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 2694 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 39934 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 44856 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34246 members 
Mstep: Class 21 contains 36633 members 
Mstep: Class 22 contains 37883 members 
Mstep: Class 23 contains 26180 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45293 members 
Mstep: Class 26 contains 47035 members 
Mstep: Class 27 contains 54204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106695304.000000 Penalty: 88917.406250
Iteration 424Q: 28 clusters Score -1.066953e+08 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39569 members 
Mstep: Class 3 contains 38104 members 
Mstep: Class 4 contains 34537 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 43594 members 
Mstep: Class 8 contains 5649 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1741 members 
Mstep: Class 14 contains 2712 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 39912 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 44858 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34295 members 
Mstep: Class 21 contains 36472 members 
Mstep: Class 22 contains 38105 members 
Mstep: Class 23 contains 25638 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45636 members 
Mstep: Class 26 contains 47430 members 
Mstep: Class 27 contains 54241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694280.000000 Penalty: 88917.406250
Iteration 425Q: 28 clusters Score -1.066943e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39217 members 
Mstep: Class 3 contains 38010 members 
Mstep: Class 4 contains 34548 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44462 members 
Mstep: Class 7 contains 43630 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 39950 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34312 members 
Mstep: Class 21 contains 36331 members 
Mstep: Class 22 contains 38314 members 
Mstep: Class 23 contains 25277 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45954 members 
Mstep: Class 26 contains 47690 members 
Mstep: Class 27 contains 54076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106694040.000000 Penalty: 88917.406250
Iteration 426Q: 28 clusters Score -1.06694e+08 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38891 members 
Mstep: Class 3 contains 37995 members 
Mstep: Class 4 contains 34571 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44597 members 
Mstep: Class 7 contains 43703 members 
Mstep: Class 8 contains 5661 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2586 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 40004 members 
Mstep: Class 17 contains 256 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34341 members 
Mstep: Class 21 contains 36175 members 
Mstep: Class 22 contains 38478 members 
Mstep: Class 23 contains 24989 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46285 members 
Mstep: Class 26 contains 47888 members 
Mstep: Class 27 contains 53833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693576.000000 Penalty: 88917.406250
Iteration 427Q: 28 clusters Score -1.066936e+08 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38647 members 
Mstep: Class 3 contains 38045 members 
Mstep: Class 4 contains 34574 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44702 members 
Mstep: Class 7 contains 43767 members 
Mstep: Class 8 contains 5668 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2584 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 14 contains 2750 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 40037 members 
Mstep: Class 17 contains 257 members 
Mstep: Class 18 contains 44855 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34371 members 
Mstep: Class 21 contains 36030 members 
Mstep: Class 22 contains 38631 members 
Mstep: Class 23 contains 24709 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46572 members 
Mstep: Class 26 contains 48042 members 
Mstep: Class 27 contains 53634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693168.000000 Penalty: 88917.406250
Iteration 428Q: 28 clusters Score -1.066932e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38440 members 
Mstep: Class 3 contains 38105 members 
Mstep: Class 4 contains 34583 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44780 members 
Mstep: Class 7 contains 43824 members 
Mstep: Class 8 contains 5679 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2759 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 40115 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 44842 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34392 members 
Mstep: Class 21 contains 35899 members 
Mstep: Class 22 contains 38776 members 
Mstep: Class 23 contains 24440 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46782 members 
Mstep: Class 26 contains 48155 members 
Mstep: Class 27 contains 53464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693048.000000 Penalty: 88917.406250
Iteration 429Q: 28 clusters Score -1.06693e+08 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38302 members 
Mstep: Class 3 contains 38187 members 
Mstep: Class 4 contains 34586 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44857 members 
Mstep: Class 7 contains 43890 members 
Mstep: Class 8 contains 5691 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2579 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2761 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 40183 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 44789 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34391 members 
Mstep: Class 21 contains 35759 members 
Mstep: Class 22 contains 38899 members 
Mstep: Class 23 contains 24164 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46996 members 
Mstep: Class 26 contains 48311 members 
Mstep: Class 27 contains 53271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692688.000000 Penalty: 88917.406250
Iteration 430Q: 28 clusters Score -1.066927e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38200 members 
Mstep: Class 3 contains 38279 members 
Mstep: Class 4 contains 34588 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44934 members 
Mstep: Class 7 contains 43951 members 
Mstep: Class 8 contains 5692 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2579 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2766 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 40264 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 44766 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34355 members 
Mstep: Class 21 contains 35633 members 
Mstep: Class 22 contains 39025 members 
Mstep: Class 23 contains 23910 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 48328 members 
Mstep: Class 27 contains 53122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692760.000000 Penalty: 88917.406250
Iteration 431Q: 28 clusters Score -1.066928e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38113 members 
Mstep: Class 3 contains 38375 members 
Mstep: Class 4 contains 34584 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44961 members 
Mstep: Class 7 contains 43985 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2579 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2774 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 40352 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 44737 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34329 members 
Mstep: Class 21 contains 35503 members 
Mstep: Class 22 contains 39154 members 
Mstep: Class 23 contains 23640 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47470 members 
Mstep: Class 26 contains 48357 members 
Mstep: Class 27 contains 53002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692624.000000 Penalty: 88917.406250
Iteration 432Q: 28 clusters Score -1.066926e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38066 members 
Mstep: Class 3 contains 38465 members 
Mstep: Class 4 contains 34580 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44951 members 
Mstep: Class 7 contains 43998 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2578 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 40483 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 44710 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 35408 members 
Mstep: Class 22 contains 39277 members 
Mstep: Class 23 contains 23426 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47686 members 
Mstep: Class 26 contains 48325 members 
Mstep: Class 27 contains 52891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692456.000000 Penalty: 88917.406250
Iteration 433Q: 28 clusters Score -1.066925e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38020 members 
Mstep: Class 3 contains 38545 members 
Mstep: Class 4 contains 34580 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44947 members 
Mstep: Class 7 contains 44006 members 
Mstep: Class 8 contains 5699 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2576 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 40618 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 44681 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34257 members 
Mstep: Class 21 contains 35312 members 
Mstep: Class 22 contains 39408 members 
Mstep: Class 23 contains 23218 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47843 members 
Mstep: Class 26 contains 48352 members 
Mstep: Class 27 contains 52765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692648.000000 Penalty: 88917.406250
Iteration 434Q: 28 clusters Score -1.066926e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38001 members 
Mstep: Class 3 contains 38648 members 
Mstep: Class 4 contains 34584 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44924 members 
Mstep: Class 7 contains 44058 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2789 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 40727 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 44662 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34218 members 
Mstep: Class 21 contains 35225 members 
Mstep: Class 22 contains 39516 members 
Mstep: Class 23 contains 23019 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47961 members 
Mstep: Class 26 contains 48347 members 
Mstep: Class 27 contains 52652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692568.000000 Penalty: 88917.406250
Iteration 435Q: 28 clusters Score -1.066926e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 38717 members 
Mstep: Class 4 contains 34586 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44903 members 
Mstep: Class 7 contains 44078 members 
Mstep: Class 8 contains 5717 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2574 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2786 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 40854 members 
Mstep: Class 17 contains 258 members 
Mstep: Class 18 contains 44679 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34166 members 
Mstep: Class 21 contains 35117 members 
Mstep: Class 22 contains 39602 members 
Mstep: Class 23 contains 22822 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48135 members 
Mstep: Class 26 contains 48299 members 
Mstep: Class 27 contains 52589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692368.000000 Penalty: 88917.406250
Iteration 436Q: 28 clusters Score -1.066924e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38011 members 
Mstep: Class 3 contains 38806 members 
Mstep: Class 4 contains 34584 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44892 members 
Mstep: Class 7 contains 44081 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2574 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2784 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 40960 members 
Mstep: Class 17 contains 259 members 
Mstep: Class 18 contains 44698 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34109 members 
Mstep: Class 21 contains 35038 members 
Mstep: Class 22 contains 39649 members 
Mstep: Class 23 contains 22634 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48275 members 
Mstep: Class 26 contains 48220 members 
Mstep: Class 27 contains 52578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692200.000000 Penalty: 88917.406250
Iteration 437Q: 28 clusters Score -1.066922e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38045 members 
Mstep: Class 3 contains 38903 members 
Mstep: Class 4 contains 34577 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44883 members 
Mstep: Class 7 contains 44085 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2791 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41046 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44711 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 34047 members 
Mstep: Class 21 contains 34987 members 
Mstep: Class 22 contains 39702 members 
Mstep: Class 23 contains 22422 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48374 members 
Mstep: Class 26 contains 48213 members 
Mstep: Class 27 contains 52528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691744.000000 Penalty: 88917.406250
Iteration 438Q: 28 clusters Score -1.066917e+08 nChanged 1658
Entering ConstructFrom: 
Score: -106691744.000000 Penalty: 88917.406250
Entering ConstructFrom: 
Trying to split cluster 1 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -23531.537109 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -23531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22512.550781 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -22512.55 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22806.574219 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -22806.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22919.082031 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -22919.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22972.740234 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -22972.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22974.765625 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -22974.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22986.136719 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -22986.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22998.167969 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -22998.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23029.126953 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -23029.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23046.750000 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -23046.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23086.968750 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -23086.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23123.431641 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -23123.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23128.990234 Penalty: 2845.339844
	Iteration 11F: 3 clusters Score -23128.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23136.349609 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -23136.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23139.250000 Penalty: 2845.339844
	Iteration 13Q: 3 clusters Score -23139.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23139.250000 Penalty: 2845.339844
	Iteration 14F: 3 clusters Score -23139.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Entering Unmasked Estep 
Score: -7152535.500000 Penalty: 2615.831299
	Iteration 0F: 2 clusters Score -7152536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -7127279.500000 Penalty: 5231.662598
	Iteration 0F: 3 clusters Score -7127280 nChanged 17313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -7136678.000000 Penalty: 5231.662598
	Iteration 1F: 3 clusters Score -7136678 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -7137251.000000 Penalty: 5231.662598
	Iteration 2Q: 3 clusters Score -7137251 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -7137971.500000 Penalty: 5231.662598
	Iteration 3Q: 3 clusters Score -7137972 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -7138958.500000 Penalty: 5231.662598
	Iteration 4F: 3 clusters Score -7138958 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -7140292.000000 Penalty: 5231.662598
	Iteration 5F: 3 clusters Score -7140292 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -7142055.000000 Penalty: 5231.662598
	Iteration 6F: 3 clusters Score -7142055 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -7144095.000000 Penalty: 5231.662598
	Iteration 7F: 3 clusters Score -7144095 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -7146120.000000 Penalty: 5231.662598
	Iteration 8F: 3 clusters Score -7146120 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -7147755.500000 Penalty: 5231.662598
	Iteration 9F: 3 clusters Score -7147756 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -7148868.000000 Penalty: 5231.662598
	Iteration 10Q: 3 clusters Score -7148868 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -7149580.500000 Penalty: 5231.662598
	Iteration 11Q: 3 clusters Score -7149580 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -7149932.000000 Penalty: 5231.662598
	Iteration 12Q: 3 clusters Score -7149932 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -7150084.500000 Penalty: 5231.662598
	Iteration 13Q: 3 clusters Score -7150084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -7150154.500000 Penalty: 5231.662598
	Iteration 14Q: 3 clusters Score -7150154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -7150208.500000 Penalty: 5231.662598
	Iteration 15Q: 3 clusters Score -7150208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -7150238.000000 Penalty: 5231.662598
	Iteration 16Q: 3 clusters Score -7150238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -7150250.500000 Penalty: 5231.662598
	Iteration 17Q: 3 clusters Score -7150250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -7150256.500000 Penalty: 5231.662598
	Iteration 18Q: 3 clusters Score -7150256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -7150254.500000 Penalty: 5231.662598
	Iteration 19Q: 3 clusters Score -7150254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -7150261.000000 Penalty: 5231.662598
	Iteration 20F: 3 clusters Score -7150261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -7150267.000000 Penalty: 5231.662598
	Iteration 21Q: 3 clusters Score -7150267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -7150281.500000 Penalty: 5231.662598
	Iteration 22Q: 3 clusters Score -7150282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -7150287.500000 Penalty: 5231.662598
	Iteration 23Q: 3 clusters Score -7150288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -7150293.500000 Penalty: 5231.662598
	Iteration 24Q: 3 clusters Score -7150294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7150291.500000 Penalty: 5231.662598
	Iteration 25Q: 3 clusters Score -7150292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -7150296.500000 Penalty: 5231.662598
	Iteration 26Q: 3 clusters Score -7150296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -7150302.500000 Penalty: 5231.662598
	Iteration 27Q: 3 clusters Score -7150302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -7150306.500000 Penalty: 5231.662598
	Iteration 28Q: 3 clusters Score -7150306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -7150310.500000 Penalty: 5231.662598
	Iteration 29Q: 3 clusters Score -7150310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -7150312.500000 Penalty: 5231.662598
	Iteration 30Q: 3 clusters Score -7150312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -7150314.500000 Penalty: 5231.662598
	Iteration 31Q: 3 clusters Score -7150314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -7150314.500000 Penalty: 5231.662598
	Iteration 32F: 3 clusters Score -7150314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Entering Unmasked Estep 
Score: -7220052.000000 Penalty: 2621.730957
	Iteration 0F: 2 clusters Score -7220052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -7193793.000000 Penalty: 5243.461914
	Iteration 0F: 3 clusters Score -7193793 nChanged 17934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -7204090.500000 Penalty: 5243.461914
	Iteration 1F: 3 clusters Score -7204090 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -7205590.500000 Penalty: 5243.461914
	Iteration 2F: 3 clusters Score -7205590 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -7207734.500000 Penalty: 5243.461914
	Iteration 3F: 3 clusters Score -7207734 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -7210420.000000 Penalty: 5243.461914
	Iteration 4F: 3 clusters Score -7210420 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -7213187.000000 Penalty: 5243.461914
	Iteration 5F: 3 clusters Score -7213187 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -7215685.000000 Penalty: 5243.461914
	Iteration 6F: 3 clusters Score -7215685 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -7217392.000000 Penalty: 5243.461914
	Iteration 7Q: 3 clusters Score -7217392 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -7217961.500000 Penalty: 5243.461914
	Iteration 8Q: 3 clusters Score -7217962 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -7218176.000000 Penalty: 5243.461914
	Iteration 9Q: 3 clusters Score -7218176 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -7218271.000000 Penalty: 5243.461914
	Iteration 10Q: 3 clusters Score -7218271 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -7218338.500000 Penalty: 5243.461914
	Iteration 11Q: 3 clusters Score -7218338 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -7218376.000000 Penalty: 5243.461914
	Iteration 12Q: 3 clusters Score -7218376 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -7218413.000000 Penalty: 5243.461914
	Iteration 13Q: 3 clusters Score -7218413 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -7218455.500000 Penalty: 5243.461914
	Iteration 14Q: 3 clusters Score -7218456 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -7218502.000000 Penalty: 5243.461914
	Iteration 15Q: 3 clusters Score -7218502 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -7218505.500000 Penalty: 5243.461914
	Iteration 16Q: 3 clusters Score -7218506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -7218539.000000 Penalty: 5243.461914
	Iteration 17Q: 3 clusters Score -7218539 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -7218567.500000 Penalty: 5243.461914
	Iteration 18Q: 3 clusters Score -7218568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -7218586.500000 Penalty: 5243.461914
	Iteration 19Q: 3 clusters Score -7218586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -7218600.500000 Penalty: 5243.461914
	Iteration 20F: 3 clusters Score -7218600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -7218605.000000 Penalty: 5243.461914
	Iteration 21Q: 3 clusters Score -7218605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -7218596.500000 Penalty: 5243.461914
	Iteration 22Q: 3 clusters Score -7218596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -7218612.500000 Penalty: 5243.461914
	Iteration 23Q: 3 clusters Score -7218612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -7218611.000000 Penalty: 5243.461914
	Iteration 24Q: 3 clusters Score -7218611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -7218626.000000 Penalty: 5243.461914
	Iteration 25Q: 3 clusters Score -7218626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -7218629.500000 Penalty: 5243.461914
	Iteration 26Q: 3 clusters Score -7218630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -7218618.500000 Penalty: 5243.461914
	Iteration 27Q: 3 clusters Score -7218618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -7218635.000000 Penalty: 5243.461914
	Iteration 28Q: 3 clusters Score -7218635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -7218625.500000 Penalty: 5243.461914
	Iteration 29Q: 3 clusters Score -7218626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -7218646.500000 Penalty: 5243.461914
	Iteration 30Q: 3 clusters Score -7218646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -7218653.500000 Penalty: 5243.461914
	Iteration 31Q: 3 clusters Score -7218654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -7218643.000000 Penalty: 5243.461914
	Iteration 32Q: 3 clusters Score -7218643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -7218647.500000 Penalty: 5243.461914
	Iteration 33Q: 3 clusters Score -7218648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -7218653.500000 Penalty: 5243.461914
	Iteration 34Q: 3 clusters Score -7218654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -7218658.500000 Penalty: 5243.461914
	Iteration 35Q: 3 clusters Score -7218658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -7218665.500000 Penalty: 5243.461914
	Iteration 36Q: 3 clusters Score -7218666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -7218666.000000 Penalty: 5243.461914
	Iteration 37Q: 3 clusters Score -7218666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -7218670.000000 Penalty: 5243.461914
	Iteration 38Q: 3 clusters Score -7218670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -7218660.500000 Penalty: 5243.461914
	Iteration 39Q: 3 clusters Score -7218660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -7218661.000000 Penalty: 5243.461914
	Iteration 40F: 3 clusters Score -7218661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -7218676.500000 Penalty: 5243.461914
	Iteration 41Q: 3 clusters Score -7218676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -7218675.000000 Penalty: 5243.461914
	Iteration 42Q: 3 clusters Score -7218675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -7218675.500000 Penalty: 5243.461914
	Iteration 43Q: 3 clusters Score -7218676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7218673.000000 Penalty: 5243.461914
	Iteration 44Q: 3 clusters Score -7218673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7218673.000000 Penalty: 5243.461914
	Iteration 45F: 3 clusters Score -7218673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Entering Unmasked Estep 
Score: -6247579.500000 Penalty: 2591.776611
	Iteration 0F: 2 clusters Score -6247580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -6223889.500000 Penalty: 5183.553223
	Iteration 0F: 3 clusters Score -6223890 nChanged 15794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -6232511.000000 Penalty: 5183.553223
	Iteration 1F: 3 clusters Score -6232511 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -6232946.500000 Penalty: 5183.553223
	Iteration 2Q: 3 clusters Score -6232946 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -6233387.000000 Penalty: 5183.553223
	Iteration 3Q: 3 clusters Score -6233387 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -6233834.500000 Penalty: 5183.553223
	Iteration 4Q: 3 clusters Score -6233834 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -6234455.500000 Penalty: 5183.553223
	Iteration 5Q: 3 clusters Score -6234456 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -6235377.000000 Penalty: 5183.553223
	Iteration 6F: 3 clusters Score -6235377 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -6236925.000000 Penalty: 5183.553223
	Iteration 7F: 3 clusters Score -6236925 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -6239233.000000 Penalty: 5183.553223
	Iteration 8F: 3 clusters Score -6239233 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -6241791.500000 Penalty: 5183.553223
	Iteration 9F: 3 clusters Score -6241792 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -6243706.000000 Penalty: 5183.553223
	Iteration 10F: 3 clusters Score -6243706 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -6244624.000000 Penalty: 5183.553223
	Iteration 11Q: 3 clusters Score -6244624 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -6244990.500000 Penalty: 5183.553223
	Iteration 12Q: 3 clusters Score -6244990 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -6245146.000000 Penalty: 5183.553223
	Iteration 13Q: 3 clusters Score -6245146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -6245222.000000 Penalty: 5183.553223
	Iteration 14Q: 3 clusters Score -6245222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -6245276.500000 Penalty: 5183.553223
	Iteration 15Q: 3 clusters Score -6245276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -6245301.500000 Penalty: 5183.553223
	Iteration 16Q: 3 clusters Score -6245302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -6245316.000000 Penalty: 5183.553223
	Iteration 17Q: 3 clusters Score -6245316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -6245322.500000 Penalty: 5183.553223
	Iteration 18Q: 3 clusters Score -6245322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -6245326.000000 Penalty: 5183.553223
	Iteration 19Q: 3 clusters Score -6245326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -6245326.000000 Penalty: 5183.553223
	Iteration 20F: 3 clusters Score -6245326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -48712.707031 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -48712.71 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 219 members 
Entering Unmasked Estep 
Score: -47316.566406 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -47316.57 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47646.777344 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -47646.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47822.808594 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -47822.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47968.957031 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -47968.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48072.187500 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -48072.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48128.750000 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -48128.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48164.089844 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -48164.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48182.484375 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -48182.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48198.636719 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -48198.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48201.925781 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -48201.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48204.625000 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -48204.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48204.625000 Penalty: 3029.083252
	Iteration 11F: 3 clusters Score -48204.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Entering Unmasked Estep 
Score: -8421781.000000 Penalty: 2656.673584
	Iteration 0F: 2 clusters Score -8421781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8392959.000000 Penalty: 5313.347168
	Iteration 0F: 3 clusters Score -8392959 nChanged 20674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -8404412.000000 Penalty: 5313.347168
	Iteration 1F: 3 clusters Score -8404412 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -8405004.000000 Penalty: 5313.347168
	Iteration 2Q: 3 clusters Score -8405004 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8405690.000000 Penalty: 5313.347168
	Iteration 3Q: 3 clusters Score -8405690 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -8406480.000000 Penalty: 5313.347168
	Iteration 4Q: 3 clusters Score -8406480 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -8407485.000000 Penalty: 5313.347168
	Iteration 5Q: 3 clusters Score -8407485 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -8408855.000000 Penalty: 5313.347168
	Iteration 6F: 3 clusters Score -8408855 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -8410586.000000 Penalty: 5313.347168
	Iteration 7F: 3 clusters Score -8410586 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -8412704.000000 Penalty: 5313.347168
	Iteration 8F: 3 clusters Score -8412704 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -8414552.000000 Penalty: 5313.347168
	Iteration 9F: 3 clusters Score -8414552 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -8415529.000000 Penalty: 5313.347168
	Iteration 10Q: 3 clusters Score -8415529 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -8415953.000000 Penalty: 5313.347168
	Iteration 11Q: 3 clusters Score -8415953 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -8416160.000000 Penalty: 5313.347168
	Iteration 12Q: 3 clusters Score -8416160 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -8416360.000000 Penalty: 5313.347168
	Iteration 13Q: 3 clusters Score -8416360 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -8416548.000000 Penalty: 5313.347168
	Iteration 14Q: 3 clusters Score -8416548 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -8416710.000000 Penalty: 5313.347168
	Iteration 15Q: 3 clusters Score -8416710 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -8416840.000000 Penalty: 5313.347168
	Iteration 16Q: 3 clusters Score -8416840 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -8416989.000000 Penalty: 5313.347168
	Iteration 17Q: 3 clusters Score -8416989 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -8417120.000000 Penalty: 5313.347168
	Iteration 18Q: 3 clusters Score -8417120 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -8417208.000000 Penalty: 5313.347168
	Iteration 19Q: 3 clusters Score -8417208 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -8417280.000000 Penalty: 5313.347168
	Iteration 20F: 3 clusters Score -8417280 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -8417391.000000 Penalty: 5313.347168
	Iteration 21Q: 3 clusters Score -8417391 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -8417441.000000 Penalty: 5313.347168
	Iteration 22Q: 3 clusters Score -8417441 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -8417494.000000 Penalty: 5313.347168
	Iteration 23Q: 3 clusters Score -8417494 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -8417550.000000 Penalty: 5313.347168
	Iteration 24Q: 3 clusters Score -8417550 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -8417577.000000 Penalty: 5313.347168
	Iteration 25Q: 3 clusters Score -8417577 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -8417593.000000 Penalty: 5313.347168
	Iteration 26Q: 3 clusters Score -8417593 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -8417578.000000 Penalty: 5313.347168
	Iteration 27Q: 3 clusters Score -8417578 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -8417598.000000 Penalty: 5313.347168
	Iteration 28Q: 3 clusters Score -8417598 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -8417664.000000 Penalty: 5313.347168
	Iteration 29Q: 3 clusters Score -8417664 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -8417685.000000 Penalty: 5313.347168
	Iteration 30Q: 3 clusters Score -8417685 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -8417753.000000 Penalty: 5313.347168
	Iteration 31Q: 3 clusters Score -8417753 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -8417775.000000 Penalty: 5313.347168
	Iteration 32Q: 3 clusters Score -8417775 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -8417818.000000 Penalty: 5313.347168
	Iteration 33Q: 3 clusters Score -8417818 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -8417806.000000 Penalty: 5313.347168
	Iteration 34Q: 3 clusters Score -8417806 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -8417857.000000 Penalty: 5313.347168
	Iteration 35Q: 3 clusters Score -8417857 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -8417889.000000 Penalty: 5313.347168
	Iteration 36Q: 3 clusters Score -8417889 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -8417888.000000 Penalty: 5313.347168
	Iteration 37Q: 3 clusters Score -8417888 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -8417904.000000 Penalty: 5313.347168
	Iteration 38Q: 3 clusters Score -8417904 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -8417916.000000 Penalty: 5313.347168
	Iteration 39Q: 3 clusters Score -8417916 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -8417939.000000 Penalty: 5313.347168
	Iteration 40F: 3 clusters Score -8417939 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -8417967.000000 Penalty: 5313.347168
	Iteration 41Q: 3 clusters Score -8417967 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -8417980.000000 Penalty: 5313.347168
	Iteration 42Q: 3 clusters Score -8417980 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -8417972.000000 Penalty: 5313.347168
	Iteration 43Q: 3 clusters Score -8417972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -8417996.000000 Penalty: 5313.347168
	Iteration 44Q: 3 clusters Score -8417996 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -8417995.000000 Penalty: 5313.347168
	Iteration 45Q: 3 clusters Score -8417995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -8417986.000000 Penalty: 5313.347168
	Iteration 46Q: 3 clusters Score -8417986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -8417984.000000 Penalty: 5313.347168
	Iteration 47Q: 3 clusters Score -8417984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -8417992.000000 Penalty: 5313.347168
	Iteration 48Q: 3 clusters Score -8417992 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -8417982.000000 Penalty: 5313.347168
	Iteration 49Q: 3 clusters Score -8417982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -8417990.000000 Penalty: 5313.347168
	Iteration 50Q: 3 clusters Score -8417990 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -8418013.000000 Penalty: 5313.347168
	Iteration 51Q: 3 clusters Score -8418013 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -8418009.000000 Penalty: 5313.347168
	Iteration 52Q: 3 clusters Score -8418009 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -8418019.000000 Penalty: 5313.347168
	Iteration 53Q: 3 clusters Score -8418019 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -8418018.000000 Penalty: 5313.347168
	Iteration 54Q: 3 clusters Score -8418018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -8418040.000000 Penalty: 5313.347168
	Iteration 55Q: 3 clusters Score -8418040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -8418047.000000 Penalty: 5313.347168
	Iteration 56Q: 3 clusters Score -8418047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -8418048.000000 Penalty: 5313.347168
	Iteration 57Q: 3 clusters Score -8418048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -8418042.000000 Penalty: 5313.347168
	Iteration 58Q: 3 clusters Score -8418042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -8418064.000000 Penalty: 5313.347168
	Iteration 59Q: 3 clusters Score -8418064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -8418060.000000 Penalty: 5313.347168
	Iteration 60F: 3 clusters Score -8418060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -8418062.000000 Penalty: 5313.347168
	Iteration 61Q: 3 clusters Score -8418062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -8418074.000000 Penalty: 5313.347168
	Iteration 62Q: 3 clusters Score -8418074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -8418090.000000 Penalty: 5313.347168
	Iteration 63Q: 3 clusters Score -8418090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -8418087.000000 Penalty: 5313.347168
	Iteration 64Q: 3 clusters Score -8418087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -8418077.000000 Penalty: 5313.347168
	Iteration 65Q: 3 clusters Score -8418077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -8418081.000000 Penalty: 5313.347168
	Iteration 66Q: 3 clusters Score -8418081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -8418085.000000 Penalty: 5313.347168
	Iteration 67Q: 3 clusters Score -8418085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -8418086.000000 Penalty: 5313.347168
	Iteration 68Q: 3 clusters Score -8418086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -8418092.000000 Penalty: 5313.347168
	Iteration 69Q: 3 clusters Score -8418092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -8418089.000000 Penalty: 5313.347168
	Iteration 70Q: 3 clusters Score -8418089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -8418079.000000 Penalty: 5313.347168
	Iteration 71Q: 3 clusters Score -8418079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -8418076.000000 Penalty: 5313.347168
	Iteration 72Q: 3 clusters Score -8418076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8418078.000000 Penalty: 5313.347168
	Iteration 73Q: 3 clusters Score -8418078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -8418083.000000 Penalty: 5313.347168
	Iteration 74Q: 3 clusters Score -8418083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -8418078.000000 Penalty: 5313.347168
	Iteration 75Q: 3 clusters Score -8418078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -8418076.000000 Penalty: 5313.347168
	Iteration 76Q: 3 clusters Score -8418076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -8418076.000000 Penalty: 5313.347168
	Iteration 77F: 3 clusters Score -8418076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Entering Unmasked Estep 
Score: -8183462.000000 Penalty: 2652.159668
	Iteration 0F: 2 clusters Score -8183462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -8154432.000000 Penalty: 5304.319336
	Iteration 0F: 3 clusters Score -8154432 nChanged 20308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -8165583.500000 Penalty: 5304.319336
	Iteration 1F: 3 clusters Score -8165584 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -8166051.000000 Penalty: 5304.319336
	Iteration 2Q: 3 clusters Score -8166051 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -8166480.500000 Penalty: 5304.319336
	Iteration 3Q: 3 clusters Score -8166480 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -8166894.500000 Penalty: 5304.319336
	Iteration 4Q: 3 clusters Score -8166894 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -8167334.500000 Penalty: 5304.319336
	Iteration 5Q: 3 clusters Score -8167334 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -8167850.000000 Penalty: 5304.319336
	Iteration 6Q: 3 clusters Score -8167850 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8168451.500000 Penalty: 5304.319336
	Iteration 7Q: 3 clusters Score -8168452 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -8169223.000000 Penalty: 5304.319336
	Iteration 8Q: 3 clusters Score -8169223 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -8170169.000000 Penalty: 5304.319336
	Iteration 9Q: 3 clusters Score -8170169 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -8171549.000000 Penalty: 5304.319336
	Iteration 10F: 3 clusters Score -8171549 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -8173470.000000 Penalty: 5304.319336
	Iteration 11F: 3 clusters Score -8173470 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -8175625.000000 Penalty: 5304.319336
	Iteration 12F: 3 clusters Score -8175625 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -8177348.000000 Penalty: 5304.319336
	Iteration 13F: 3 clusters Score -8177348 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -8178307.000000 Penalty: 5304.319336
	Iteration 14Q: 3 clusters Score -8178307 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -8178772.500000 Penalty: 5304.319336
	Iteration 15Q: 3 clusters Score -8178772 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -8179072.000000 Penalty: 5304.319336
	Iteration 16Q: 3 clusters Score -8179072 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -8179296.500000 Penalty: 5304.319336
	Iteration 17Q: 3 clusters Score -8179296 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -8179479.500000 Penalty: 5304.319336
	Iteration 18Q: 3 clusters Score -8179480 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -8179614.500000 Penalty: 5304.319336
	Iteration 19Q: 3 clusters Score -8179614 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -8179723.500000 Penalty: 5304.319336
	Iteration 20F: 3 clusters Score -8179724 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -8179848.000000 Penalty: 5304.319336
	Iteration 21Q: 3 clusters Score -8179848 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -8179986.000000 Penalty: 5304.319336
	Iteration 22Q: 3 clusters Score -8179986 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -8180063.500000 Penalty: 5304.319336
	Iteration 23Q: 3 clusters Score -8180064 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -8180140.000000 Penalty: 5304.319336
	Iteration 24Q: 3 clusters Score -8180140 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -8180228.500000 Penalty: 5304.319336
	Iteration 25Q: 3 clusters Score -8180228 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -8180330.000000 Penalty: 5304.319336
	Iteration 26Q: 3 clusters Score -8180330 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -8180392.000000 Penalty: 5304.319336
	Iteration 27Q: 3 clusters Score -8180392 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -8180487.500000 Penalty: 5304.319336
	Iteration 28Q: 3 clusters Score -8180488 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -8180579.000000 Penalty: 5304.319336
	Iteration 29Q: 3 clusters Score -8180579 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -8180670.000000 Penalty: 5304.319336
	Iteration 30Q: 3 clusters Score -8180670 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -8180737.000000 Penalty: 5304.319336
	Iteration 31Q: 3 clusters Score -8180737 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -8180763.000000 Penalty: 5304.319336
	Iteration 32Q: 3 clusters Score -8180763 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -8180829.500000 Penalty: 5304.319336
	Iteration 33Q: 3 clusters Score -8180830 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -8180878.000000 Penalty: 5304.319336
	Iteration 34Q: 3 clusters Score -8180878 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -8180943.000000 Penalty: 5304.319336
	Iteration 35Q: 3 clusters Score -8180943 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -8180996.000000 Penalty: 5304.319336
	Iteration 36Q: 3 clusters Score -8180996 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -8181025.000000 Penalty: 5304.319336
	Iteration 37Q: 3 clusters Score -8181025 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -8181115.500000 Penalty: 5304.319336
	Iteration 38Q: 3 clusters Score -8181116 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -8181195.500000 Penalty: 5304.319336
	Iteration 39Q: 3 clusters Score -8181196 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -8181257.000000 Penalty: 5304.319336
	Iteration 40F: 3 clusters Score -8181257 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8181288.500000 Penalty: 5304.319336
	Iteration 41Q: 3 clusters Score -8181288 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -8181318.500000 Penalty: 5304.319336
	Iteration 42Q: 3 clusters Score -8181318 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -8181351.500000 Penalty: 5304.319336
	Iteration 43Q: 3 clusters Score -8181352 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -8181404.500000 Penalty: 5304.319336
	Iteration 44Q: 3 clusters Score -8181404 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -8181449.500000 Penalty: 5304.319336
	Iteration 45Q: 3 clusters Score -8181450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -8181481.000000 Penalty: 5304.319336
	Iteration 46Q: 3 clusters Score -8181481 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -8181522.500000 Penalty: 5304.319336
	Iteration 47Q: 3 clusters Score -8181522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -8181564.000000 Penalty: 5304.319336
	Iteration 48Q: 3 clusters Score -8181564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -8181569.500000 Penalty: 5304.319336
	Iteration 49Q: 3 clusters Score -8181570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -8181586.000000 Penalty: 5304.319336
	Iteration 50Q: 3 clusters Score -8181586 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -8181607.500000 Penalty: 5304.319336
	Iteration 51Q: 3 clusters Score -8181608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -8181624.000000 Penalty: 5304.319336
	Iteration 52Q: 3 clusters Score -8181624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -8181648.000000 Penalty: 5304.319336
	Iteration 53Q: 3 clusters Score -8181648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -8181670.000000 Penalty: 5304.319336
	Iteration 54Q: 3 clusters Score -8181670 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -8181681.000000 Penalty: 5304.319336
	Iteration 55Q: 3 clusters Score -8181681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -8181700.000000 Penalty: 5304.319336
	Iteration 56Q: 3 clusters Score -8181700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -8181725.000000 Penalty: 5304.319336
	Iteration 57Q: 3 clusters Score -8181725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -8181732.500000 Penalty: 5304.319336
	Iteration 58Q: 3 clusters Score -8181732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -8181725.000000 Penalty: 5304.319336
	Iteration 59Q: 3 clusters Score -8181725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -8181737.000000 Penalty: 5304.319336
	Iteration 60F: 3 clusters Score -8181737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -8181766.000000 Penalty: 5304.319336
	Iteration 61Q: 3 clusters Score -8181766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -8181773.500000 Penalty: 5304.319336
	Iteration 62Q: 3 clusters Score -8181774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -8181797.000000 Penalty: 5304.319336
	Iteration 63Q: 3 clusters Score -8181797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -8181782.000000 Penalty: 5304.319336
	Iteration 64Q: 3 clusters Score -8181782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8181793.500000 Penalty: 5304.319336
	Iteration 65Q: 3 clusters Score -8181794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -8181775.500000 Penalty: 5304.319336
	Iteration 66Q: 3 clusters Score -8181776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -8181774.500000 Penalty: 5304.319336
	Iteration 67Q: 3 clusters Score -8181774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -8181776.500000 Penalty: 5304.319336
	Iteration 68Q: 3 clusters Score -8181776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -8181792.500000 Penalty: 5304.319336
	Iteration 69Q: 3 clusters Score -8181792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -8181785.000000 Penalty: 5304.319336
	Iteration 70Q: 3 clusters Score -8181785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -8181797.500000 Penalty: 5304.319336
	Iteration 71Q: 3 clusters Score -8181798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -8181805.500000 Penalty: 5304.319336
	Iteration 72Q: 3 clusters Score -8181806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -8181813.000000 Penalty: 5304.319336
	Iteration 73Q: 3 clusters Score -8181813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -8181809.500000 Penalty: 5304.319336
	Iteration 74Q: 3 clusters Score -8181810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -8181811.000000 Penalty: 5304.319336
	Iteration 75Q: 3 clusters Score -8181811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -8181802.000000 Penalty: 5304.319336
	Iteration 76Q: 3 clusters Score -8181802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -8181818.000000 Penalty: 5304.319336
	Iteration 77Q: 3 clusters Score -8181818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -8181826.000000 Penalty: 5304.319336
	Iteration 78Q: 3 clusters Score -8181826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -8181823.000000 Penalty: 5304.319336
	Iteration 79Q: 3 clusters Score -8181823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -8181826.000000 Penalty: 5304.319336
	Iteration 80F: 3 clusters Score -8181826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -8181816.000000 Penalty: 5304.319336
	Iteration 81Q: 3 clusters Score -8181816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -8181807.500000 Penalty: 5304.319336
	Iteration 82Q: 3 clusters Score -8181808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -8181803.500000 Penalty: 5304.319336
	Iteration 83Q: 3 clusters Score -8181804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -8181805.500000 Penalty: 5304.319336
	Iteration 84Q: 3 clusters Score -8181806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -8181820.000000 Penalty: 5304.319336
	Iteration 85Q: 3 clusters Score -8181820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -8181821.000000 Penalty: 5304.319336
	Iteration 86Q: 3 clusters Score -8181821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -8181844.500000 Penalty: 5304.319336
	Iteration 87Q: 3 clusters Score -8181844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -8181857.500000 Penalty: 5304.319336
	Iteration 88Q: 3 clusters Score -8181858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -8181857.000000 Penalty: 5304.319336
	Iteration 89Q: 3 clusters Score -8181857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -8181862.500000 Penalty: 5304.319336
	Iteration 90Q: 3 clusters Score -8181862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -8181865.500000 Penalty: 5304.319336
	Iteration 91Q: 3 clusters Score -8181866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -8181871.500000 Penalty: 5304.319336
	Iteration 92Q: 3 clusters Score -8181872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -8181869.500000 Penalty: 5304.319336
	Iteration 93Q: 3 clusters Score -8181870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -8181887.000000 Penalty: 5304.319336
	Iteration 94Q: 3 clusters Score -8181887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -8181883.000000 Penalty: 5304.319336
	Iteration 95Q: 3 clusters Score -8181883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -8181889.500000 Penalty: 5304.319336
	Iteration 96Q: 3 clusters Score -8181890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -8181877.500000 Penalty: 5304.319336
	Iteration 97Q: 3 clusters Score -8181878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -8181873.000000 Penalty: 5304.319336
	Iteration 98Q: 3 clusters Score -8181873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -8181878.000000 Penalty: 5304.319336
	Iteration 99Q: 3 clusters Score -8181878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -8181890.500000 Penalty: 5304.319336
	Iteration 100F: 3 clusters Score -8181890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8181883.000000 Penalty: 5304.319336
	Iteration 101Q: 3 clusters Score -8181883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -8181886.500000 Penalty: 5304.319336
	Iteration 102Q: 3 clusters Score -8181886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -8181879.000000 Penalty: 5304.319336
	Iteration 103Q: 3 clusters Score -8181879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -8181893.500000 Penalty: 5304.319336
	Iteration 104Q: 3 clusters Score -8181894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -8181878.500000 Penalty: 5304.319336
	Iteration 105Q: 3 clusters Score -8181878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -8181880.500000 Penalty: 5304.319336
	Iteration 106Q: 3 clusters Score -8181880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -8181881.500000 Penalty: 5304.319336
	Iteration 107Q: 3 clusters Score -8181882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -8181885.000000 Penalty: 5304.319336
	Iteration 108Q: 3 clusters Score -8181885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -8181884.500000 Penalty: 5304.319336
	Iteration 109Q: 3 clusters Score -8181884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -8181890.500000 Penalty: 5304.319336
	Iteration 110Q: 3 clusters Score -8181890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -8181887.500000 Penalty: 5304.319336
	Iteration 111Q: 3 clusters Score -8181888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -8181888.000000 Penalty: 5304.319336
	Iteration 112Q: 3 clusters Score -8181888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -8181883.000000 Penalty: 5304.319336
	Iteration 113Q: 3 clusters Score -8181883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -8181881.000000 Penalty: 5304.319336
	Iteration 114Q: 3 clusters Score -8181881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -8181882.000000 Penalty: 5304.319336
	Iteration 115Q: 3 clusters Score -8181882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -8181875.000000 Penalty: 5304.319336
	Iteration 116Q: 3 clusters Score -8181875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -8181880.500000 Penalty: 5304.319336
	Iteration 117Q: 3 clusters Score -8181880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8181881.500000 Penalty: 5304.319336
	Iteration 118Q: 3 clusters Score -8181882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -8181879.500000 Penalty: 5304.319336
	Iteration 119Q: 3 clusters Score -8181880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -8181879.500000 Penalty: 5304.319336
	Iteration 120F: 3 clusters Score -8181880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -1063831.500000 Penalty: 2146.104004
	Iteration 0F: 2 clusters Score -1063832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1058823.625000 Penalty: 4292.208008
	Iteration 0F: 3 clusters Score -1058824 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1060027.750000 Penalty: 4292.208008
	Iteration 1F: 3 clusters Score -1060028 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1060245.875000 Penalty: 4292.208008
	Iteration 2F: 3 clusters Score -1060246 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1060406.250000 Penalty: 4292.208008
	Iteration 3Q: 3 clusters Score -1060406 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1060543.875000 Penalty: 4292.208008
	Iteration 4Q: 3 clusters Score -1060544 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1060650.000000 Penalty: 4292.208008
	Iteration 5Q: 3 clusters Score -1060650 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1060758.375000 Penalty: 4292.208008
	Iteration 6Q: 3 clusters Score -1060758 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1060849.125000 Penalty: 4292.208008
	Iteration 7Q: 3 clusters Score -1060849 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1060940.625000 Penalty: 4292.208008
	Iteration 8Q: 3 clusters Score -1060941 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1061032.000000 Penalty: 4292.208008
	Iteration 9Q: 3 clusters Score -1061032 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1061116.125000 Penalty: 4292.208008
	Iteration 10Q: 3 clusters Score -1061116 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1061218.750000 Penalty: 4292.208008
	Iteration 11Q: 3 clusters Score -1061219 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1061325.875000 Penalty: 4292.208008
	Iteration 12Q: 3 clusters Score -1061326 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1061423.750000 Penalty: 4292.208008
	Iteration 13Q: 3 clusters Score -1061424 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1061511.875000 Penalty: 4292.208008
	Iteration 14Q: 3 clusters Score -1061512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1061597.250000 Penalty: 4292.208008
	Iteration 15Q: 3 clusters Score -1061597 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1061680.125000 Penalty: 4292.208008
	Iteration 16Q: 3 clusters Score -1061680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1061756.500000 Penalty: 4292.208008
	Iteration 17Q: 3 clusters Score -1061756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1061809.750000 Penalty: 4292.208008
	Iteration 18Q: 3 clusters Score -1061810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1061855.375000 Penalty: 4292.208008
	Iteration 19Q: 3 clusters Score -1061855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1061884.750000 Penalty: 4292.208008
	Iteration 20F: 3 clusters Score -1061885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1061908.375000 Penalty: 4292.208008
	Iteration 21Q: 3 clusters Score -1061908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1061932.125000 Penalty: 4292.208008
	Iteration 22Q: 3 clusters Score -1061932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1061943.875000 Penalty: 4292.208008
	Iteration 23Q: 3 clusters Score -1061944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1061957.750000 Penalty: 4292.208008
	Iteration 24Q: 3 clusters Score -1061958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1061964.750000 Penalty: 4292.208008
	Iteration 25Q: 3 clusters Score -1061965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1061970.875000 Penalty: 4292.208008
	Iteration 26Q: 3 clusters Score -1061971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1061972.625000 Penalty: 4292.208008
	Iteration 27Q: 3 clusters Score -1061973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1061975.250000 Penalty: 4292.208008
	Iteration 28Q: 3 clusters Score -1061975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1061978.875000 Penalty: 4292.208008
	Iteration 29Q: 3 clusters Score -1061979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1061983.000000 Penalty: 4292.208008
	Iteration 30Q: 3 clusters Score -1061983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1061984.625000 Penalty: 4292.208008
	Iteration 31Q: 3 clusters Score -1061985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1061987.000000 Penalty: 4292.208008
	Iteration 32Q: 3 clusters Score -1061987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1061988.250000 Penalty: 4292.208008
	Iteration 33Q: 3 clusters Score -1061988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1061987.375000 Penalty: 4292.208008
	Iteration 34Q: 3 clusters Score -1061987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1061988.250000 Penalty: 4292.208008
	Iteration 35Q: 3 clusters Score -1061988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1061988.250000 Penalty: 4292.208008
	Iteration 36F: 3 clusters Score -1061988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -95002.757812 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -95002.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -93455.437500 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -93455.44 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -93670.539062 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -93670.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -93754.562500 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -93754.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -93785.437500 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -93785.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -93793.359375 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -93793.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -93797.992188 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -93797.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -93797.992188 Penalty: 3118.777832
	Iteration 6F: 3 clusters Score -93797.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -460852.812500 Penalty: 1947.115479
	Iteration 0F: 2 clusters Score -460852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -457825.093750 Penalty: 3894.230957
	Iteration 0F: 3 clusters Score -457825.1 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -458379.593750 Penalty: 3894.230957
	Iteration 1F: 3 clusters Score -458379.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -458534.875000 Penalty: 3894.230957
	Iteration 2F: 3 clusters Score -458534.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -458597.062500 Penalty: 3894.230957
	Iteration 3Q: 3 clusters Score -458597.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -458635.593750 Penalty: 3894.230957
	Iteration 4Q: 3 clusters Score -458635.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -458669.593750 Penalty: 3894.230957
	Iteration 5Q: 3 clusters Score -458669.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -458692.500000 Penalty: 3894.230957
	Iteration 6Q: 3 clusters Score -458692.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -458714.625000 Penalty: 3894.230957
	Iteration 7Q: 3 clusters Score -458714.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -458731.437500 Penalty: 3894.230957
	Iteration 8Q: 3 clusters Score -458731.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -458747.687500 Penalty: 3894.230957
	Iteration 9Q: 3 clusters Score -458747.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -458760.250000 Penalty: 3894.230957
	Iteration 10Q: 3 clusters Score -458760.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -458772.562500 Penalty: 3894.230957
	Iteration 11Q: 3 clusters Score -458772.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -458783.968750 Penalty: 3894.230957
	Iteration 12Q: 3 clusters Score -458784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -458790.250000 Penalty: 3894.230957
	Iteration 13Q: 3 clusters Score -458790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -458797.062500 Penalty: 3894.230957
	Iteration 14Q: 3 clusters Score -458797.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -458801.156250 Penalty: 3894.230957
	Iteration 15Q: 3 clusters Score -458801.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -458807.875000 Penalty: 3894.230957
	Iteration 16Q: 3 clusters Score -458807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -458813.312500 Penalty: 3894.230957
	Iteration 17Q: 3 clusters Score -458813.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -458819.343750 Penalty: 3894.230957
	Iteration 18Q: 3 clusters Score -458819.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -458824.281250 Penalty: 3894.230957
	Iteration 19Q: 3 clusters Score -458824.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -458829.500000 Penalty: 3894.230957
	Iteration 20F: 3 clusters Score -458829.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -458835.656250 Penalty: 3894.230957
	Iteration 21Q: 3 clusters Score -458835.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -458840.281250 Penalty: 3894.230957
	Iteration 22Q: 3 clusters Score -458840.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -458846.156250 Penalty: 3894.230957
	Iteration 23Q: 3 clusters Score -458846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -458848.312500 Penalty: 3894.230957
	Iteration 24Q: 3 clusters Score -458848.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -458851.031250 Penalty: 3894.230957
	Iteration 25Q: 3 clusters Score -458851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -458852.250000 Penalty: 3894.230957
	Iteration 26Q: 3 clusters Score -458852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -458853.000000 Penalty: 3894.230957
	Iteration 27Q: 3 clusters Score -458853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -458856.531250 Penalty: 3894.230957
	Iteration 28Q: 3 clusters Score -458856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -458857.187500 Penalty: 3894.230957
	Iteration 29Q: 3 clusters Score -458857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -458858.687500 Penalty: 3894.230957
	Iteration 30Q: 3 clusters Score -458858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -458859.218750 Penalty: 3894.230957
	Iteration 31Q: 3 clusters Score -458859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -458859.906250 Penalty: 3894.230957
	Iteration 32Q: 3 clusters Score -458859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -458861.406250 Penalty: 3894.230957
	Iteration 33Q: 3 clusters Score -458861.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -458861.531250 Penalty: 3894.230957
	Iteration 34Q: 3 clusters Score -458861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -458862.156250 Penalty: 3894.230957
	Iteration 35Q: 3 clusters Score -458862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -458862.156250 Penalty: 3894.230957
	Iteration 36F: 3 clusters Score -458862.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -182977.812500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -182977.8 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 560 members 
Entering Unmasked Estep 
Score: -180948.140625 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -180948.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -181337.875000 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -181337.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -181448.937500 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -181448.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -181518.171875 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -181518.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -181565.234375 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -181565.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -181613.671875 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -181613.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -181646.000000 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -181646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181665.171875 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -181665.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -181676.687500 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -181676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181685.906250 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -181685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -181690.046875 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -181690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -181690.468750 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -181690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -181691.093750 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -181691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -181691.843750 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -181691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181696.687500 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -181696.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -181703.734375 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -181703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -181709.375000 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -181709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -181713.343750 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -181713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -181717.046875 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -181717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -181718.453125 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -181718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181718.781250 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -181718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -181719.328125 Penalty: 3478.902100
	Iteration 21Q: 3 clusters Score -181719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181720.734375 Penalty: 3478.902100
	Iteration 22Q: 3 clusters Score -181720.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181720.734375 Penalty: 3478.902100
	Iteration 23F: 3 clusters Score -181720.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -94991.578125 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -94991.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -93443.257812 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -93443.26 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93748.757812 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -93748.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93832.742188 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -93832.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -93880.125000 Penalty: 3155.206055
	Iteration 3Q: 3 clusters Score -93880.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -93918.617188 Penalty: 3155.206055
	Iteration 4Q: 3 clusters Score -93918.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -93923.242188 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -93923.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93929.335938 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -93929.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -93932.054688 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -93932.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -93933.953125 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -93933.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -93933.953125 Penalty: 3155.206055
	Iteration 9F: 3 clusters Score -93933.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -302544.562500 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -302544.6 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 837 members 
Entering Unmasked Estep 
Score: -300092.843750 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -300092.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -300477.781250 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -300477.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -300557.968750 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -300558 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -300605.468750 Penalty: 3700.973633
	Iteration 3Q: 3 clusters Score -300605.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -300636.406250 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -300636.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -300654.125000 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -300654.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -300664.437500 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -300664.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -300675.781250 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -300675.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -300688.218750 Penalty: 3700.973633
	Iteration 8Q: 3 clusters Score -300688.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -300703.937500 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -300703.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -300724.218750 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -300724.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -300735.875000 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -300735.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -300745.250000 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -300745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -300757.093750 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -300757.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -300762.000000 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -300762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -300768.875000 Penalty: 3700.973633
	Iteration 15Q: 3 clusters Score -300768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -300776.406250 Penalty: 3700.973633
	Iteration 16Q: 3 clusters Score -300776.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -300782.406250 Penalty: 3700.973633
	Iteration 17Q: 3 clusters Score -300782.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -300788.187500 Penalty: 3700.973633
	Iteration 18Q: 3 clusters Score -300788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -300791.187500 Penalty: 3700.973633
	Iteration 19Q: 3 clusters Score -300791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -300795.343750 Penalty: 3700.973633
	Iteration 20F: 3 clusters Score -300795.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -300800.093750 Penalty: 3700.973633
	Iteration 21Q: 3 clusters Score -300800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -300803.468750 Penalty: 3700.973633
	Iteration 22Q: 3 clusters Score -300803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -300806.437500 Penalty: 3700.973633
	Iteration 23Q: 3 clusters Score -300806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -300809.500000 Penalty: 3700.973633
	Iteration 24Q: 3 clusters Score -300809.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -300815.781250 Penalty: 3700.973633
	Iteration 25Q: 3 clusters Score -300815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -300826.968750 Penalty: 3700.973633
	Iteration 26Q: 3 clusters Score -300827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -300843.000000 Penalty: 3700.973633
	Iteration 27Q: 3 clusters Score -300843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -300852.687500 Penalty: 3700.973633
	Iteration 28Q: 3 clusters Score -300852.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -300864.718750 Penalty: 3700.973633
	Iteration 29Q: 3 clusters Score -300864.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -300882.093750 Penalty: 3700.973633
	Iteration 30Q: 3 clusters Score -300882.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -300897.031250 Penalty: 3700.973633
	Iteration 31Q: 3 clusters Score -300897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -300911.468750 Penalty: 3700.973633
	Iteration 32Q: 3 clusters Score -300911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -300924.531250 Penalty: 3700.973633
	Iteration 33Q: 3 clusters Score -300924.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -300929.031250 Penalty: 3700.973633
	Iteration 34Q: 3 clusters Score -300929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -300933.062500 Penalty: 3700.973633
	Iteration 35Q: 3 clusters Score -300933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -300935.843750 Penalty: 3700.973633
	Iteration 36Q: 3 clusters Score -300935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -300939.781250 Penalty: 3700.973633
	Iteration 37Q: 3 clusters Score -300939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -300942.593750 Penalty: 3700.973633
	Iteration 38Q: 3 clusters Score -300942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -300946.187500 Penalty: 3700.973633
	Iteration 39Q: 3 clusters Score -300946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -300949.281250 Penalty: 3700.973633
	Iteration 40F: 3 clusters Score -300949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -300950.937500 Penalty: 3700.973633
	Iteration 41Q: 3 clusters Score -300950.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -300952.250000 Penalty: 3700.973633
	Iteration 42Q: 3 clusters Score -300952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -300953.312500 Penalty: 3700.973633
	Iteration 43Q: 3 clusters Score -300953.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -300954.656250 Penalty: 3700.973633
	Iteration 44Q: 3 clusters Score -300954.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -300955.125000 Penalty: 3700.973633
	Iteration 45Q: 3 clusters Score -300955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -300955.125000 Penalty: 3700.973633
	Iteration 46F: 3 clusters Score -300955.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -519610.156250 Penalty: 1967.492676
	Iteration 0F: 2 clusters Score -519610.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -516462.093750 Penalty: 3934.985352
	Iteration 0F: 3 clusters Score -516462.1 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -517055.156250 Penalty: 3934.985352
	Iteration 1F: 3 clusters Score -517055.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -517213.375000 Penalty: 3934.985352
	Iteration 2F: 3 clusters Score -517213.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -517282.312500 Penalty: 3934.985352
	Iteration 3Q: 3 clusters Score -517282.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -517325.656250 Penalty: 3934.985352
	Iteration 4Q: 3 clusters Score -517325.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -517357.750000 Penalty: 3934.985352
	Iteration 5Q: 3 clusters Score -517357.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -517376.343750 Penalty: 3934.985352
	Iteration 6Q: 3 clusters Score -517376.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -517389.500000 Penalty: 3934.985352
	Iteration 7Q: 3 clusters Score -517389.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -517399.812500 Penalty: 3934.985352
	Iteration 8Q: 3 clusters Score -517399.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -517417.750000 Penalty: 3934.985352
	Iteration 9Q: 3 clusters Score -517417.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -517434.906250 Penalty: 3934.985352
	Iteration 10Q: 3 clusters Score -517434.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -517445.531250 Penalty: 3934.985352
	Iteration 11Q: 3 clusters Score -517445.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -517453.125000 Penalty: 3934.985352
	Iteration 12Q: 3 clusters Score -517453.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -517455.625000 Penalty: 3934.985352
	Iteration 13Q: 3 clusters Score -517455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -517457.625000 Penalty: 3934.985352
	Iteration 14Q: 3 clusters Score -517457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -517462.406250 Penalty: 3934.985352
	Iteration 15Q: 3 clusters Score -517462.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -517465.656250 Penalty: 3934.985352
	Iteration 16Q: 3 clusters Score -517465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -517467.312500 Penalty: 3934.985352
	Iteration 17Q: 3 clusters Score -517467.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -517469.000000 Penalty: 3934.985352
	Iteration 18Q: 3 clusters Score -517469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -517471.718750 Penalty: 3934.985352
	Iteration 19Q: 3 clusters Score -517471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -517476.781250 Penalty: 3934.985352
	Iteration 20F: 3 clusters Score -517476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -517479.125000 Penalty: 3934.985352
	Iteration 21Q: 3 clusters Score -517479.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -517483.875000 Penalty: 3934.985352
	Iteration 22Q: 3 clusters Score -517483.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -517486.906250 Penalty: 3934.985352
	Iteration 23Q: 3 clusters Score -517486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -517488.093750 Penalty: 3934.985352
	Iteration 24Q: 3 clusters Score -517488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -517488.906250 Penalty: 3934.985352
	Iteration 25Q: 3 clusters Score -517488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -517490.312500 Penalty: 3934.985352
	Iteration 26Q: 3 clusters Score -517490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -517491.125000 Penalty: 3934.985352
	Iteration 27Q: 3 clusters Score -517491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -517491.656250 Penalty: 3934.985352
	Iteration 28Q: 3 clusters Score -517491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -517492.406250 Penalty: 3934.985352
	Iteration 29Q: 3 clusters Score -517492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -517493.656250 Penalty: 3934.985352
	Iteration 30Q: 3 clusters Score -517493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -517494.031250 Penalty: 3934.985352
	Iteration 31Q: 3 clusters Score -517494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -517495.562500 Penalty: 3934.985352
	Iteration 32Q: 3 clusters Score -517495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -517495.562500 Penalty: 3934.985352
	Iteration 33F: 3 clusters Score -517495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -110111.210938 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -110111.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -108506.992188 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -108507 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -108729.179688 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -108729.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -108834.109375 Penalty: 3191.535156
	Iteration 2Q: 3 clusters Score -108834.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -108888.554688 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -108888.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -108910.867188 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -108910.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -108916.406250 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -108916.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -108916.406250 Penalty: 3191.535156
	Iteration 6F: 3 clusters Score -108916.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Entering Unmasked Estep 
Score: -7626758.000000 Penalty: 2634.795898
	Iteration 0F: 2 clusters Score -7626758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -7599205.000000 Penalty: 5269.591797
	Iteration 0F: 3 clusters Score -7599205 nChanged 18721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -7609859.500000 Penalty: 5269.591797
	Iteration 1F: 3 clusters Score -7609860 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -7611204.000000 Penalty: 5269.591797
	Iteration 2F: 3 clusters Score -7611204 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -7613077.500000 Penalty: 5269.591797
	Iteration 3F: 3 clusters Score -7613078 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -7615232.500000 Penalty: 5269.591797
	Iteration 4F: 3 clusters Score -7615232 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -7617695.500000 Penalty: 5269.591797
	Iteration 5F: 3 clusters Score -7617696 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -7620036.000000 Penalty: 5269.591797
	Iteration 6F: 3 clusters Score -7620036 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -7621791.000000 Penalty: 5269.591797
	Iteration 7F: 3 clusters Score -7621791 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -7622800.000000 Penalty: 5269.591797
	Iteration 8Q: 3 clusters Score -7622800 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -7623461.500000 Penalty: 5269.591797
	Iteration 9Q: 3 clusters Score -7623462 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -7623899.500000 Penalty: 5269.591797
	Iteration 10Q: 3 clusters Score -7623900 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -7624237.500000 Penalty: 5269.591797
	Iteration 11Q: 3 clusters Score -7624238 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -7624456.500000 Penalty: 5269.591797
	Iteration 12Q: 3 clusters Score -7624456 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -7624618.000000 Penalty: 5269.591797
	Iteration 13Q: 3 clusters Score -7624618 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -7624738.500000 Penalty: 5269.591797
	Iteration 14Q: 3 clusters Score -7624738 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -7624816.000000 Penalty: 5269.591797
	Iteration 15Q: 3 clusters Score -7624816 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -7624895.000000 Penalty: 5269.591797
	Iteration 16Q: 3 clusters Score -7624895 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -7624954.500000 Penalty: 5269.591797
	Iteration 17Q: 3 clusters Score -7624954 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -7625012.000000 Penalty: 5269.591797
	Iteration 18Q: 3 clusters Score -7625012 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -7625038.500000 Penalty: 5269.591797
	Iteration 19Q: 3 clusters Score -7625038 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -7625073.000000 Penalty: 5269.591797
	Iteration 20F: 3 clusters Score -7625073 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -7625115.500000 Penalty: 5269.591797
	Iteration 21Q: 3 clusters Score -7625116 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -7625148.000000 Penalty: 5269.591797
	Iteration 22Q: 3 clusters Score -7625148 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -7625164.500000 Penalty: 5269.591797
	Iteration 23Q: 3 clusters Score -7625164 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -7625186.500000 Penalty: 5269.591797
	Iteration 24Q: 3 clusters Score -7625186 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -7625225.000000 Penalty: 5269.591797
	Iteration 25Q: 3 clusters Score -7625225 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -7625247.000000 Penalty: 5269.591797
	Iteration 26Q: 3 clusters Score -7625247 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -7625269.000000 Penalty: 5269.591797
	Iteration 27Q: 3 clusters Score -7625269 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -7625296.000000 Penalty: 5269.591797
	Iteration 28Q: 3 clusters Score -7625296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -7625306.500000 Penalty: 5269.591797
	Iteration 29Q: 3 clusters Score -7625306 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -7625314.500000 Penalty: 5269.591797
	Iteration 30Q: 3 clusters Score -7625314 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -7625329.500000 Penalty: 5269.591797
	Iteration 31Q: 3 clusters Score -7625330 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -7625327.500000 Penalty: 5269.591797
	Iteration 32Q: 3 clusters Score -7625328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -7625351.500000 Penalty: 5269.591797
	Iteration 33Q: 3 clusters Score -7625352 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -7625365.000000 Penalty: 5269.591797
	Iteration 34Q: 3 clusters Score -7625365 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -7625388.000000 Penalty: 5269.591797
	Iteration 35Q: 3 clusters Score -7625388 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -7625408.500000 Penalty: 5269.591797
	Iteration 36Q: 3 clusters Score -7625408 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -7625420.000000 Penalty: 5269.591797
	Iteration 37Q: 3 clusters Score -7625420 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -7625445.000000 Penalty: 5269.591797
	Iteration 38Q: 3 clusters Score -7625445 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -7625474.500000 Penalty: 5269.591797
	Iteration 39Q: 3 clusters Score -7625474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -7625502.000000 Penalty: 5269.591797
	Iteration 40F: 3 clusters Score -7625502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -7625500.000000 Penalty: 5269.591797
	Iteration 41Q: 3 clusters Score -7625500 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -7625502.000000 Penalty: 5269.591797
	Iteration 42Q: 3 clusters Score -7625502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -7625513.500000 Penalty: 5269.591797
	Iteration 43Q: 3 clusters Score -7625514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -7625523.500000 Penalty: 5269.591797
	Iteration 44Q: 3 clusters Score -7625524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -7625529.500000 Penalty: 5269.591797
	Iteration 45Q: 3 clusters Score -7625530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -7625544.500000 Penalty: 5269.591797
	Iteration 46Q: 3 clusters Score -7625544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -7625562.000000 Penalty: 5269.591797
	Iteration 47Q: 3 clusters Score -7625562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7625567.000000 Penalty: 5269.591797
	Iteration 48Q: 3 clusters Score -7625567 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -7625569.000000 Penalty: 5269.591797
	Iteration 49Q: 3 clusters Score -7625569 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -7625566.000000 Penalty: 5269.591797
	Iteration 50Q: 3 clusters Score -7625566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -7625576.500000 Penalty: 5269.591797
	Iteration 51Q: 3 clusters Score -7625576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -7625584.000000 Penalty: 5269.591797
	Iteration 52Q: 3 clusters Score -7625584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -7625595.000000 Penalty: 5269.591797
	Iteration 53Q: 3 clusters Score -7625595 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -7625598.000000 Penalty: 5269.591797
	Iteration 54Q: 3 clusters Score -7625598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -7625616.500000 Penalty: 5269.591797
	Iteration 55Q: 3 clusters Score -7625616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -7625618.500000 Penalty: 5269.591797
	Iteration 56Q: 3 clusters Score -7625618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -7625629.000000 Penalty: 5269.591797
	Iteration 57Q: 3 clusters Score -7625629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -7625621.500000 Penalty: 5269.591797
	Iteration 58Q: 3 clusters Score -7625622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -7625627.000000 Penalty: 5269.591797
	Iteration 59Q: 3 clusters Score -7625627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -7625655.000000 Penalty: 5269.591797
	Iteration 60F: 3 clusters Score -7625655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -7625662.000000 Penalty: 5269.591797
	Iteration 61Q: 3 clusters Score -7625662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -7625674.000000 Penalty: 5269.591797
	Iteration 62Q: 3 clusters Score -7625674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -7625665.500000 Penalty: 5269.591797
	Iteration 63Q: 3 clusters Score -7625666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -7625677.000000 Penalty: 5269.591797
	Iteration 64Q: 3 clusters Score -7625677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -7625681.000000 Penalty: 5269.591797
	Iteration 65Q: 3 clusters Score -7625681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -7625676.000000 Penalty: 5269.591797
	Iteration 66Q: 3 clusters Score -7625676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -7625682.000000 Penalty: 5269.591797
	Iteration 67Q: 3 clusters Score -7625682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -7625684.000000 Penalty: 5269.591797
	Iteration 68Q: 3 clusters Score -7625684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -7625688.000000 Penalty: 5269.591797
	Iteration 69Q: 3 clusters Score -7625688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -7625697.500000 Penalty: 5269.591797
	Iteration 70Q: 3 clusters Score -7625698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -7625686.500000 Penalty: 5269.591797
	Iteration 71Q: 3 clusters Score -7625686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -7625683.000000 Penalty: 5269.591797
	Iteration 72Q: 3 clusters Score -7625683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -7625694.500000 Penalty: 5269.591797
	Iteration 73Q: 3 clusters Score -7625694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -7625704.500000 Penalty: 5269.591797
	Iteration 74Q: 3 clusters Score -7625704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -7625698.500000 Penalty: 5269.591797
	Iteration 75Q: 3 clusters Score -7625698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -7625696.000000 Penalty: 5269.591797
	Iteration 76Q: 3 clusters Score -7625696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -7625691.500000 Penalty: 5269.591797
	Iteration 77Q: 3 clusters Score -7625692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -7625712.000000 Penalty: 5269.591797
	Iteration 78Q: 3 clusters Score -7625712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -7625716.000000 Penalty: 5269.591797
	Iteration 79Q: 3 clusters Score -7625716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -7625705.000000 Penalty: 5269.591797
	Iteration 80F: 3 clusters Score -7625705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -7625708.000000 Penalty: 5269.591797
	Iteration 81Q: 3 clusters Score -7625708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -7625707.500000 Penalty: 5269.591797
	Iteration 82Q: 3 clusters Score -7625708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -7625698.000000 Penalty: 5269.591797
	Iteration 83Q: 3 clusters Score -7625698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -7625692.000000 Penalty: 5269.591797
	Iteration 84Q: 3 clusters Score -7625692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -7625706.500000 Penalty: 5269.591797
	Iteration 85Q: 3 clusters Score -7625706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -7625703.500000 Penalty: 5269.591797
	Iteration 86Q: 3 clusters Score -7625704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -7625707.500000 Penalty: 5269.591797
	Iteration 87Q: 3 clusters Score -7625708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -7625702.500000 Penalty: 5269.591797
	Iteration 88Q: 3 clusters Score -7625702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -7625705.000000 Penalty: 5269.591797
	Iteration 89Q: 3 clusters Score -7625705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -7625704.500000 Penalty: 5269.591797
	Iteration 90Q: 3 clusters Score -7625704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -7625698.000000 Penalty: 5269.591797
	Iteration 91Q: 3 clusters Score -7625698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -7625711.000000 Penalty: 5269.591797
	Iteration 92Q: 3 clusters Score -7625711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -7625698.000000 Penalty: 5269.591797
	Iteration 93Q: 3 clusters Score -7625698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -7625701.000000 Penalty: 5269.591797
	Iteration 94Q: 3 clusters Score -7625701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -7625704.500000 Penalty: 5269.591797
	Iteration 95Q: 3 clusters Score -7625704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -7625705.500000 Penalty: 5269.591797
	Iteration 96Q: 3 clusters Score -7625706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -7625703.500000 Penalty: 5269.591797
	Iteration 97Q: 3 clusters Score -7625704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -7625706.500000 Penalty: 5269.591797
	Iteration 98Q: 3 clusters Score -7625706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -7625702.500000 Penalty: 5269.591797
	Iteration 99Q: 3 clusters Score -7625702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -7625704.500000 Penalty: 5269.591797
	Iteration 100F: 3 clusters Score -7625704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -7625699.000000 Penalty: 5269.591797
	Iteration 101Q: 3 clusters Score -7625699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -7625701.500000 Penalty: 5269.591797
	Iteration 102Q: 3 clusters Score -7625702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -7625698.000000 Penalty: 5269.591797
	Iteration 103Q: 3 clusters Score -7625698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -7625701.000000 Penalty: 5269.591797
	Iteration 104Q: 3 clusters Score -7625701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -7625705.000000 Penalty: 5269.591797
	Iteration 105Q: 3 clusters Score -7625705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -7625712.000000 Penalty: 5269.591797
	Iteration 106Q: 3 clusters Score -7625712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -7625721.000000 Penalty: 5269.591797
	Iteration 107Q: 3 clusters Score -7625721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -7625720.500000 Penalty: 5269.591797
	Iteration 108Q: 3 clusters Score -7625720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -7625718.000000 Penalty: 5269.591797
	Iteration 109Q: 3 clusters Score -7625718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -7625714.000000 Penalty: 5269.591797
	Iteration 110Q: 3 clusters Score -7625714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -7625716.500000 Penalty: 5269.591797
	Iteration 111Q: 3 clusters Score -7625716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -7625726.000000 Penalty: 5269.591797
	Iteration 112Q: 3 clusters Score -7625726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -7625732.500000 Penalty: 5269.591797
	Iteration 113Q: 3 clusters Score -7625732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -7625727.000000 Penalty: 5269.591797
	Iteration 114Q: 3 clusters Score -7625727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -7625724.500000 Penalty: 5269.591797
	Iteration 115Q: 3 clusters Score -7625724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -7625722.500000 Penalty: 5269.591797
	Iteration 116Q: 3 clusters Score -7625722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -7625722.500000 Penalty: 5269.591797
	Iteration 117F: 3 clusters Score -7625722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -43971.589844 Penalty: 1379.049072
	Iteration 0F: 2 clusters Score -43971.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42727.007812 Penalty: 2758.098145
	Iteration 0F: 3 clusters Score -42727.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -42853.773438 Penalty: 2758.098145
	Iteration 1F: 3 clusters Score -42853.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -42883.343750 Penalty: 2758.098145
	Iteration 2Q: 3 clusters Score -42883.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -42887.042969 Penalty: 2758.098145
	Iteration 3Q: 3 clusters Score -42887.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42888.730469 Penalty: 2758.098145
	Iteration 4Q: 3 clusters Score -42888.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42890.304688 Penalty: 2758.098145
	Iteration 5Q: 3 clusters Score -42890.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42890.304688 Penalty: 2758.098145
	Iteration 6F: 3 clusters Score -42890.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Entering Unmasked Estep 
Score: -8301964.000000 Penalty: 2655.489014
	Iteration 0F: 2 clusters Score -8301964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -8272897.000000 Penalty: 5310.978027
	Iteration 0F: 3 clusters Score -8272897 nChanged 20509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -8283914.500000 Penalty: 5310.978027
	Iteration 1F: 3 clusters Score -8283914 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -8284628.000000 Penalty: 5310.978027
	Iteration 2Q: 3 clusters Score -8284628 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -8285631.000000 Penalty: 5310.978027
	Iteration 3Q: 3 clusters Score -8285631 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -8287322.000000 Penalty: 5310.978027
	Iteration 4F: 3 clusters Score -8287322 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -8289792.000000 Penalty: 5310.978027
	Iteration 5F: 3 clusters Score -8289792 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -8293209.000000 Penalty: 5310.978027
	Iteration 6F: 3 clusters Score -8293209 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -8296759.000000 Penalty: 5310.978027
	Iteration 7F: 3 clusters Score -8296759 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -8299287.500000 Penalty: 5310.978027
	Iteration 8F: 3 clusters Score -8299288 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -8300038.500000 Penalty: 5310.978027
	Iteration 9Q: 3 clusters Score -8300038 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -8300226.500000 Penalty: 5310.978027
	Iteration 10Q: 3 clusters Score -8300226 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -8300323.000000 Penalty: 5310.978027
	Iteration 11Q: 3 clusters Score -8300323 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -8300386.500000 Penalty: 5310.978027
	Iteration 12Q: 3 clusters Score -8300386 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -8300437.000000 Penalty: 5310.978027
	Iteration 13Q: 3 clusters Score -8300437 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -8300461.000000 Penalty: 5310.978027
	Iteration 14Q: 3 clusters Score -8300461 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -8300472.000000 Penalty: 5310.978027
	Iteration 15Q: 3 clusters Score -8300472 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -8300485.000000 Penalty: 5310.978027
	Iteration 16Q: 3 clusters Score -8300485 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -8300452.000000 Penalty: 5310.978027
	Iteration 17Q: 3 clusters Score -8300452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -8300447.000000 Penalty: 5310.978027
	Iteration 18Q: 3 clusters Score -8300447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -8300439.000000 Penalty: 5310.978027
	Iteration 19Q: 3 clusters Score -8300439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -8300437.500000 Penalty: 5310.978027
	Iteration 20F: 3 clusters Score -8300438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -8300443.500000 Penalty: 5310.978027
	Iteration 21Q: 3 clusters Score -8300444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -8300432.000000 Penalty: 5310.978027
	Iteration 22Q: 3 clusters Score -8300432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -8300441.500000 Penalty: 5310.978027
	Iteration 23Q: 3 clusters Score -8300442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -8300451.000000 Penalty: 5310.978027
	Iteration 24Q: 3 clusters Score -8300451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -8300442.500000 Penalty: 5310.978027
	Iteration 25Q: 3 clusters Score -8300442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -8300438.000000 Penalty: 5310.978027
	Iteration 26Q: 3 clusters Score -8300438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -8300439.000000 Penalty: 5310.978027
	Iteration 27Q: 3 clusters Score -8300439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -8300452.000000 Penalty: 5310.978027
	Iteration 28Q: 3 clusters Score -8300452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -8300451.000000 Penalty: 5310.978027
	Iteration 29Q: 3 clusters Score -8300451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -8300441.000000 Penalty: 5310.978027
	Iteration 30Q: 3 clusters Score -8300441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -8300427.500000 Penalty: 5310.978027
	Iteration 31Q: 3 clusters Score -8300428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -8300430.000000 Penalty: 5310.978027
	Iteration 32Q: 3 clusters Score -8300430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -8300423.500000 Penalty: 5310.978027
	Iteration 33Q: 3 clusters Score -8300424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -8300428.000000 Penalty: 5310.978027
	Iteration 34Q: 3 clusters Score -8300428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -8300420.000000 Penalty: 5310.978027
	Iteration 35Q: 3 clusters Score -8300420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -8300422.000000 Penalty: 5310.978027
	Iteration 36Q: 3 clusters Score -8300422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -8300411.500000 Penalty: 5310.978027
	Iteration 37Q: 3 clusters Score -8300412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -8300415.500000 Penalty: 5310.978027
	Iteration 38Q: 3 clusters Score -8300416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -8300420.500000 Penalty: 5310.978027
	Iteration 39Q: 3 clusters Score -8300420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -8300419.000000 Penalty: 5310.978027
	Iteration 40F: 3 clusters Score -8300419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -8300416.000000 Penalty: 5310.978027
	Iteration 41Q: 3 clusters Score -8300416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -8300413.500000 Penalty: 5310.978027
	Iteration 42Q: 3 clusters Score -8300414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -8300410.500000 Penalty: 5310.978027
	Iteration 43Q: 3 clusters Score -8300410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -8300406.500000 Penalty: 5310.978027
	Iteration 44Q: 3 clusters Score -8300406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -8300400.000000 Penalty: 5310.978027
	Iteration 45Q: 3 clusters Score -8300400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -8300404.000000 Penalty: 5310.978027
	Iteration 46Q: 3 clusters Score -8300404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -8300395.000000 Penalty: 5310.978027
	Iteration 47Q: 3 clusters Score -8300395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -8300396.500000 Penalty: 5310.978027
	Iteration 48Q: 3 clusters Score -8300396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -8300390.000000 Penalty: 5310.978027
	Iteration 49Q: 3 clusters Score -8300390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -8300392.000000 Penalty: 5310.978027
	Iteration 50Q: 3 clusters Score -8300392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -8300399.000000 Penalty: 5310.978027
	Iteration 51Q: 3 clusters Score -8300399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -8300397.000000 Penalty: 5310.978027
	Iteration 52Q: 3 clusters Score -8300397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -8300400.500000 Penalty: 5310.978027
	Iteration 53Q: 3 clusters Score -8300400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -8300392.500000 Penalty: 5310.978027
	Iteration 54Q: 3 clusters Score -8300392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -8300392.500000 Penalty: 5310.978027
	Iteration 55Q: 3 clusters Score -8300392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -8300392.000000 Penalty: 5310.978027
	Iteration 56Q: 3 clusters Score -8300392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -8300387.000000 Penalty: 5310.978027
	Iteration 57Q: 3 clusters Score -8300387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -8300389.000000 Penalty: 5310.978027
	Iteration 58Q: 3 clusters Score -8300389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -8300389.500000 Penalty: 5310.978027
	Iteration 59Q: 3 clusters Score -8300390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -8300386.500000 Penalty: 5310.978027
	Iteration 60F: 3 clusters Score -8300386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -8300393.500000 Penalty: 5310.978027
	Iteration 61Q: 3 clusters Score -8300394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -8300394.000000 Penalty: 5310.978027
	Iteration 62Q: 3 clusters Score -8300394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -8300393.500000 Penalty: 5310.978027
	Iteration 63Q: 3 clusters Score -8300394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -8300394.500000 Penalty: 5310.978027
	Iteration 64Q: 3 clusters Score -8300394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -8300393.000000 Penalty: 5310.978027
	Iteration 65Q: 3 clusters Score -8300393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -8300393.500000 Penalty: 5310.978027
	Iteration 66Q: 3 clusters Score -8300394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -8300393.500000 Penalty: 5310.978027
	Iteration 67Q: 3 clusters Score -8300394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -8300384.000000 Penalty: 5310.978027
	Iteration 68Q: 3 clusters Score -8300384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -8300397.500000 Penalty: 5310.978027
	Iteration 69Q: 3 clusters Score -8300398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -8300383.000000 Penalty: 5310.978027
	Iteration 70Q: 3 clusters Score -8300383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -8300379.500000 Penalty: 5310.978027
	Iteration 71Q: 3 clusters Score -8300380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -8300372.500000 Penalty: 5310.978027
	Iteration 72Q: 3 clusters Score -8300372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -8300379.500000 Penalty: 5310.978027
	Iteration 73Q: 3 clusters Score -8300380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -8300373.500000 Penalty: 5310.978027
	Iteration 74Q: 3 clusters Score -8300374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -8300377.000000 Penalty: 5310.978027
	Iteration 75Q: 3 clusters Score -8300377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -8300382.000000 Penalty: 5310.978027
	Iteration 76Q: 3 clusters Score -8300382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -8300381.500000 Penalty: 5310.978027
	Iteration 77Q: 3 clusters Score -8300382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -8300379.000000 Penalty: 5310.978027
	Iteration 78Q: 3 clusters Score -8300379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -8300364.500000 Penalty: 5310.978027
	Iteration 79Q: 3 clusters Score -8300364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -8300367.500000 Penalty: 5310.978027
	Iteration 80F: 3 clusters Score -8300368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -8300361.000000 Penalty: 5310.978027
	Iteration 81Q: 3 clusters Score -8300361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -8300361.000000 Penalty: 5310.978027
	Iteration 82Q: 3 clusters Score -8300361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -8300364.500000 Penalty: 5310.978027
	Iteration 83Q: 3 clusters Score -8300364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -8300368.500000 Penalty: 5310.978027
	Iteration 84Q: 3 clusters Score -8300368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -8300364.500000 Penalty: 5310.978027
	Iteration 85Q: 3 clusters Score -8300364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -8300366.000000 Penalty: 5310.978027
	Iteration 86Q: 3 clusters Score -8300366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -8300366.500000 Penalty: 5310.978027
	Iteration 87Q: 3 clusters Score -8300366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -8300366.500000 Penalty: 5310.978027
	Iteration 88Q: 3 clusters Score -8300366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -8300372.000000 Penalty: 5310.978027
	Iteration 89Q: 3 clusters Score -8300372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -8300381.000000 Penalty: 5310.978027
	Iteration 90Q: 3 clusters Score -8300381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -8300374.500000 Penalty: 5310.978027
	Iteration 91Q: 3 clusters Score -8300374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -8300371.000000 Penalty: 5310.978027
	Iteration 92Q: 3 clusters Score -8300371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -8300367.000000 Penalty: 5310.978027
	Iteration 93Q: 3 clusters Score -8300367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -8300366.000000 Penalty: 5310.978027
	Iteration 94Q: 3 clusters Score -8300366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -8300364.000000 Penalty: 5310.978027
	Iteration 95Q: 3 clusters Score -8300364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -8300363.500000 Penalty: 5310.978027
	Iteration 96Q: 3 clusters Score -8300364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -8300366.500000 Penalty: 5310.978027
	Iteration 97Q: 3 clusters Score -8300366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -8300367.000000 Penalty: 5310.978027
	Iteration 98Q: 3 clusters Score -8300367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -8300367.000000 Penalty: 5310.978027
	Iteration 99Q: 3 clusters Score -8300367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -8300361.500000 Penalty: 5310.978027
	Iteration 100F: 3 clusters Score -8300362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -8300357.500000 Penalty: 5310.978027
	Iteration 101Q: 3 clusters Score -8300358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -8300363.000000 Penalty: 5310.978027
	Iteration 102Q: 3 clusters Score -8300363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -8300364.500000 Penalty: 5310.978027
	Iteration 103Q: 3 clusters Score -8300364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -8300358.000000 Penalty: 5310.978027
	Iteration 104Q: 3 clusters Score -8300358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -8300363.000000 Penalty: 5310.978027
	Iteration 105Q: 3 clusters Score -8300363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -8300354.000000 Penalty: 5310.978027
	Iteration 106Q: 3 clusters Score -8300354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -8300359.000000 Penalty: 5310.978027
	Iteration 107Q: 3 clusters Score -8300359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -8300363.500000 Penalty: 5310.978027
	Iteration 108Q: 3 clusters Score -8300364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -8300357.000000 Penalty: 5310.978027
	Iteration 109Q: 3 clusters Score -8300357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -8300356.500000 Penalty: 5310.978027
	Iteration 110Q: 3 clusters Score -8300356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -8300354.000000 Penalty: 5310.978027
	Iteration 111Q: 3 clusters Score -8300354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -8300349.000000 Penalty: 5310.978027
	Iteration 112Q: 3 clusters Score -8300349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -8300349.500000 Penalty: 5310.978027
	Iteration 113Q: 3 clusters Score -8300350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -8300350.500000 Penalty: 5310.978027
	Iteration 114Q: 3 clusters Score -8300350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -8300350.500000 Penalty: 5310.978027
	Iteration 115F: 3 clusters Score -8300350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -103548.531250 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -103548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101822.625000 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -101822.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102323.500000 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -102323.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -102590.570312 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -102590.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102732.054688 Penalty: 3311.208252
	Iteration 3F: 3 clusters Score -102732.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -102796.937500 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -102796.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -102857.585938 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -102857.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -102933.632812 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -102933.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103030.742188 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -103030.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103135.710938 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -103135.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103198.843750 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -103198.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103222.812500 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -103222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103237.562500 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -103237.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103260.757812 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -103260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103267.656250 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -103267.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103270.195312 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -103270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103270.195312 Penalty: 3311.208252
	Iteration 15F: 3 clusters Score -103270.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Entering Unmasked Estep 
Score: -6247341.000000 Penalty: 2587.470947
	Iteration 0F: 2 clusters Score -6247341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -6224104.000000 Penalty: 5174.941895
	Iteration 0F: 3 clusters Score -6224104 nChanged 15505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -6232474.000000 Penalty: 5174.941895
	Iteration 1F: 3 clusters Score -6232474 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -6232931.500000 Penalty: 5174.941895
	Iteration 2Q: 3 clusters Score -6232932 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -6233379.000000 Penalty: 5174.941895
	Iteration 3Q: 3 clusters Score -6233379 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -6233767.000000 Penalty: 5174.941895
	Iteration 4Q: 3 clusters Score -6233767 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -6234163.500000 Penalty: 5174.941895
	Iteration 5Q: 3 clusters Score -6234164 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -6234672.000000 Penalty: 5174.941895
	Iteration 6Q: 3 clusters Score -6234672 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -6235426.500000 Penalty: 5174.941895
	Iteration 7Q: 3 clusters Score -6235426 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -6236397.000000 Penalty: 5174.941895
	Iteration 8Q: 3 clusters Score -6236397 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -6237794.500000 Penalty: 5174.941895
	Iteration 9F: 3 clusters Score -6237794 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -6239577.500000 Penalty: 5174.941895
	Iteration 10F: 3 clusters Score -6239578 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -6241414.500000 Penalty: 5174.941895
	Iteration 11F: 3 clusters Score -6241414 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -6242586.000000 Penalty: 5174.941895
	Iteration 12Q: 3 clusters Score -6242586 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -6243252.000000 Penalty: 5174.941895
	Iteration 13Q: 3 clusters Score -6243252 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -6243736.000000 Penalty: 5174.941895
	Iteration 14Q: 3 clusters Score -6243736 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -6244003.000000 Penalty: 5174.941895
	Iteration 15Q: 3 clusters Score -6244003 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -6244201.500000 Penalty: 5174.941895
	Iteration 16Q: 3 clusters Score -6244202 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -6244357.000000 Penalty: 5174.941895
	Iteration 17Q: 3 clusters Score -6244357 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -6244494.000000 Penalty: 5174.941895
	Iteration 18Q: 3 clusters Score -6244494 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -6244579.500000 Penalty: 5174.941895
	Iteration 19Q: 3 clusters Score -6244580 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -6244666.000000 Penalty: 5174.941895
	Iteration 20F: 3 clusters Score -6244666 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -6244716.000000 Penalty: 5174.941895
	Iteration 21Q: 3 clusters Score -6244716 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -6244757.000000 Penalty: 5174.941895
	Iteration 22Q: 3 clusters Score -6244757 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -6244789.000000 Penalty: 5174.941895
	Iteration 23Q: 3 clusters Score -6244789 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -6244826.000000 Penalty: 5174.941895
	Iteration 24Q: 3 clusters Score -6244826 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -6244877.500000 Penalty: 5174.941895
	Iteration 25Q: 3 clusters Score -6244878 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -6244920.500000 Penalty: 5174.941895
	Iteration 26Q: 3 clusters Score -6244920 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -6244934.500000 Penalty: 5174.941895
	Iteration 27Q: 3 clusters Score -6244934 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6244965.500000 Penalty: 5174.941895
	Iteration 28Q: 3 clusters Score -6244966 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -6245000.000000 Penalty: 5174.941895
	Iteration 29Q: 3 clusters Score -6245000 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -6245013.000000 Penalty: 5174.941895
	Iteration 30Q: 3 clusters Score -6245013 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -6245034.000000 Penalty: 5174.941895
	Iteration 31Q: 3 clusters Score -6245034 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -6245044.500000 Penalty: 5174.941895
	Iteration 32Q: 3 clusters Score -6245044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -6245058.500000 Penalty: 5174.941895
	Iteration 33Q: 3 clusters Score -6245058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -6245060.500000 Penalty: 5174.941895
	Iteration 34Q: 3 clusters Score -6245060 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -6245064.500000 Penalty: 5174.941895
	Iteration 35Q: 3 clusters Score -6245064 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -6245076.000000 Penalty: 5174.941895
	Iteration 36Q: 3 clusters Score -6245076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -6245097.000000 Penalty: 5174.941895
	Iteration 37Q: 3 clusters Score -6245097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -6245108.000000 Penalty: 5174.941895
	Iteration 38Q: 3 clusters Score -6245108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -6245110.000000 Penalty: 5174.941895
	Iteration 39Q: 3 clusters Score -6245110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -6245149.500000 Penalty: 5174.941895
	Iteration 40F: 3 clusters Score -6245150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -6245147.000000 Penalty: 5174.941895
	Iteration 41Q: 3 clusters Score -6245147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -6245166.000000 Penalty: 5174.941895
	Iteration 42Q: 3 clusters Score -6245166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -6245179.000000 Penalty: 5174.941895
	Iteration 43Q: 3 clusters Score -6245179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -6245177.000000 Penalty: 5174.941895
	Iteration 44Q: 3 clusters Score -6245177 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -6245188.500000 Penalty: 5174.941895
	Iteration 45Q: 3 clusters Score -6245188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -6245208.500000 Penalty: 5174.941895
	Iteration 46Q: 3 clusters Score -6245208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -6245207.000000 Penalty: 5174.941895
	Iteration 47Q: 3 clusters Score -6245207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -6245211.500000 Penalty: 5174.941895
	Iteration 48Q: 3 clusters Score -6245212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -6245209.500000 Penalty: 5174.941895
	Iteration 49Q: 3 clusters Score -6245210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -6245219.000000 Penalty: 5174.941895
	Iteration 50Q: 3 clusters Score -6245219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -6245226.500000 Penalty: 5174.941895
	Iteration 51Q: 3 clusters Score -6245226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -6245232.500000 Penalty: 5174.941895
	Iteration 52Q: 3 clusters Score -6245232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -6245233.500000 Penalty: 5174.941895
	Iteration 53Q: 3 clusters Score -6245234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -6245237.000000 Penalty: 5174.941895
	Iteration 54Q: 3 clusters Score -6245237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -6245245.500000 Penalty: 5174.941895
	Iteration 55Q: 3 clusters Score -6245246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -6245242.000000 Penalty: 5174.941895
	Iteration 56Q: 3 clusters Score -6245242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -6245236.500000 Penalty: 5174.941895
	Iteration 57Q: 3 clusters Score -6245236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -6245228.500000 Penalty: 5174.941895
	Iteration 58Q: 3 clusters Score -6245228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -6245249.500000 Penalty: 5174.941895
	Iteration 59Q: 3 clusters Score -6245250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -6245257.000000 Penalty: 5174.941895
	Iteration 60F: 3 clusters Score -6245257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -6245259.000000 Penalty: 5174.941895
	Iteration 61Q: 3 clusters Score -6245259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -6245263.000000 Penalty: 5174.941895
	Iteration 62Q: 3 clusters Score -6245263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -6245273.000000 Penalty: 5174.941895
	Iteration 63Q: 3 clusters Score -6245273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -6245282.500000 Penalty: 5174.941895
	Iteration 64Q: 3 clusters Score -6245282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -6245289.500000 Penalty: 5174.941895
	Iteration 65Q: 3 clusters Score -6245290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -6245299.000000 Penalty: 5174.941895
	Iteration 66Q: 3 clusters Score -6245299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -6245313.000000 Penalty: 5174.941895
	Iteration 67Q: 3 clusters Score -6245313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -6245314.500000 Penalty: 5174.941895
	Iteration 68Q: 3 clusters Score -6245314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -6245322.500000 Penalty: 5174.941895
	Iteration 69Q: 3 clusters Score -6245322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -6245322.000000 Penalty: 5174.941895
	Iteration 70Q: 3 clusters Score -6245322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -6245329.000000 Penalty: 5174.941895
	Iteration 71Q: 3 clusters Score -6245329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6245335.500000 Penalty: 5174.941895
	Iteration 72Q: 3 clusters Score -6245336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -6245328.000000 Penalty: 5174.941895
	Iteration 73Q: 3 clusters Score -6245328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -6245322.000000 Penalty: 5174.941895
	Iteration 74Q: 3 clusters Score -6245322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -6245344.500000 Penalty: 5174.941895
	Iteration 75Q: 3 clusters Score -6245344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -6245349.500000 Penalty: 5174.941895
	Iteration 76Q: 3 clusters Score -6245350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -6245349.500000 Penalty: 5174.941895
	Iteration 77Q: 3 clusters Score -6245350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -6245355.000000 Penalty: 5174.941895
	Iteration 78Q: 3 clusters Score -6245355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -6245366.000000 Penalty: 5174.941895
	Iteration 79Q: 3 clusters Score -6245366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -6245360.500000 Penalty: 5174.941895
	Iteration 80F: 3 clusters Score -6245360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6245361.000000 Penalty: 5174.941895
	Iteration 81Q: 3 clusters Score -6245361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -6245371.000000 Penalty: 5174.941895
	Iteration 82Q: 3 clusters Score -6245371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -6245366.000000 Penalty: 5174.941895
	Iteration 83Q: 3 clusters Score -6245366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -6245367.500000 Penalty: 5174.941895
	Iteration 84Q: 3 clusters Score -6245368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -6245363.000000 Penalty: 5174.941895
	Iteration 85Q: 3 clusters Score -6245363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -6245366.500000 Penalty: 5174.941895
	Iteration 86Q: 3 clusters Score -6245366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -6245362.500000 Penalty: 5174.941895
	Iteration 87Q: 3 clusters Score -6245362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -6245359.500000 Penalty: 5174.941895
	Iteration 88Q: 3 clusters Score -6245360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -6245357.000000 Penalty: 5174.941895
	Iteration 89Q: 3 clusters Score -6245357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -6245367.000000 Penalty: 5174.941895
	Iteration 90Q: 3 clusters Score -6245367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -6245368.500000 Penalty: 5174.941895
	Iteration 91Q: 3 clusters Score -6245368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -6245381.000000 Penalty: 5174.941895
	Iteration 92Q: 3 clusters Score -6245381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -6245383.500000 Penalty: 5174.941895
	Iteration 93Q: 3 clusters Score -6245384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -6245382.500000 Penalty: 5174.941895
	Iteration 94Q: 3 clusters Score -6245382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -6245388.000000 Penalty: 5174.941895
	Iteration 95Q: 3 clusters Score -6245388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -6245385.500000 Penalty: 5174.941895
	Iteration 96Q: 3 clusters Score -6245386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -6245383.500000 Penalty: 5174.941895
	Iteration 97Q: 3 clusters Score -6245384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -6245381.500000 Penalty: 5174.941895
	Iteration 98Q: 3 clusters Score -6245382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -6245392.000000 Penalty: 5174.941895
	Iteration 99Q: 3 clusters Score -6245392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -6245380.500000 Penalty: 5174.941895
	Iteration 100F: 3 clusters Score -6245380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -6245387.500000 Penalty: 5174.941895
	Iteration 101Q: 3 clusters Score -6245388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6245374.500000 Penalty: 5174.941895
	Iteration 102Q: 3 clusters Score -6245374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -6245376.500000 Penalty: 5174.941895
	Iteration 103Q: 3 clusters Score -6245376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6245369.500000 Penalty: 5174.941895
	Iteration 104Q: 3 clusters Score -6245370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -6245364.500000 Penalty: 5174.941895
	Iteration 105Q: 3 clusters Score -6245364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6245369.000000 Penalty: 5174.941895
	Iteration 106Q: 3 clusters Score -6245369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6245367.000000 Penalty: 5174.941895
	Iteration 107Q: 3 clusters Score -6245367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -6245369.500000 Penalty: 5174.941895
	Iteration 108Q: 3 clusters Score -6245370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -6245367.000000 Penalty: 5174.941895
	Iteration 109Q: 3 clusters Score -6245367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -6245369.500000 Penalty: 5174.941895
	Iteration 110Q: 3 clusters Score -6245370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -6245366.500000 Penalty: 5174.941895
	Iteration 111Q: 3 clusters Score -6245366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -6245366.500000 Penalty: 5174.941895
	Iteration 112F: 3 clusters Score -6245366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Entering Unmasked Estep 
Score: -6436936.000000 Penalty: 2594.495117
	Iteration 0F: 2 clusters Score -6436936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -6413331.500000 Penalty: 5188.990234
	Iteration 0F: 3 clusters Score -6413332 nChanged 15796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -6421804.000000 Penalty: 5188.990234
	Iteration 1F: 3 clusters Score -6421804 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -6422249.000000 Penalty: 5188.990234
	Iteration 2Q: 3 clusters Score -6422249 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -6422604.500000 Penalty: 5188.990234
	Iteration 3Q: 3 clusters Score -6422604 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -6423023.000000 Penalty: 5188.990234
	Iteration 4Q: 3 clusters Score -6423023 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -6423430.000000 Penalty: 5188.990234
	Iteration 5Q: 3 clusters Score -6423430 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -6424063.500000 Penalty: 5188.990234
	Iteration 6Q: 3 clusters Score -6424064 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -6425035.000000 Penalty: 5188.990234
	Iteration 7F: 3 clusters Score -6425035 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -6426575.000000 Penalty: 5188.990234
	Iteration 8F: 3 clusters Score -6426575 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -6428628.500000 Penalty: 5188.990234
	Iteration 9F: 3 clusters Score -6428628 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -6430958.000000 Penalty: 5188.990234
	Iteration 10F: 3 clusters Score -6430958 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6432821.500000 Penalty: 5188.990234
	Iteration 11F: 3 clusters Score -6432822 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6433860.500000 Penalty: 5188.990234
	Iteration 12Q: 3 clusters Score -6433860 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6434273.500000 Penalty: 5188.990234
	Iteration 13Q: 3 clusters Score -6434274 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6434435.000000 Penalty: 5188.990234
	Iteration 14Q: 3 clusters Score -6434435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6434510.500000 Penalty: 5188.990234
	Iteration 15Q: 3 clusters Score -6434510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6434543.000000 Penalty: 5188.990234
	Iteration 16Q: 3 clusters Score -6434543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6434568.000000 Penalty: 5188.990234
	Iteration 17Q: 3 clusters Score -6434568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6434577.000000 Penalty: 5188.990234
	Iteration 18Q: 3 clusters Score -6434577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6434576.500000 Penalty: 5188.990234
	Iteration 19Q: 3 clusters Score -6434576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6434580.000000 Penalty: 5188.990234
	Iteration 20F: 3 clusters Score -6434580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Entering Unmasked Estep 
Score: -7371712.000000 Penalty: 2626.373047
	Iteration 0F: 2 clusters Score -7371712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -7345288.000000 Penalty: 5252.746094
	Iteration 0F: 3 clusters Score -7345288 nChanged 18198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -7355097.500000 Penalty: 5252.746094
	Iteration 1F: 3 clusters Score -7355098 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -7355532.500000 Penalty: 5252.746094
	Iteration 2Q: 3 clusters Score -7355532 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -7355913.000000 Penalty: 5252.746094
	Iteration 3Q: 3 clusters Score -7355913 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -7356218.000000 Penalty: 5252.746094
	Iteration 4Q: 3 clusters Score -7356218 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -7356462.000000 Penalty: 5252.746094
	Iteration 5Q: 3 clusters Score -7356462 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -7356676.500000 Penalty: 5252.746094
	Iteration 6Q: 3 clusters Score -7356676 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -7356928.000000 Penalty: 5252.746094
	Iteration 7Q: 3 clusters Score -7356928 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -7357161.500000 Penalty: 5252.746094
	Iteration 8Q: 3 clusters Score -7357162 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -7357496.000000 Penalty: 5252.746094
	Iteration 9Q: 3 clusters Score -7357496 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -7357940.500000 Penalty: 5252.746094
	Iteration 10Q: 3 clusters Score -7357940 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -7358679.000000 Penalty: 5252.746094
	Iteration 11Q: 3 clusters Score -7358679 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -7359807.500000 Penalty: 5252.746094
	Iteration 12Q: 3 clusters Score -7359808 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -7361457.000000 Penalty: 5252.746094
	Iteration 13F: 3 clusters Score -7361457 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -7363640.500000 Penalty: 5252.746094
	Iteration 14F: 3 clusters Score -7363640 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -7365983.500000 Penalty: 5252.746094
	Iteration 15F: 3 clusters Score -7365984 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7367732.500000 Penalty: 5252.746094
	Iteration 16Q: 3 clusters Score -7367732 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7368633.500000 Penalty: 5252.746094
	Iteration 17Q: 3 clusters Score -7368634 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7369025.000000 Penalty: 5252.746094
	Iteration 18Q: 3 clusters Score -7369025 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7369164.500000 Penalty: 5252.746094
	Iteration 19Q: 3 clusters Score -7369164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7369230.000000 Penalty: 5252.746094
	Iteration 20F: 3 clusters Score -7369230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7369303.000000 Penalty: 5252.746094
	Iteration 21Q: 3 clusters Score -7369303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7369338.000000 Penalty: 5252.746094
	Iteration 22Q: 3 clusters Score -7369338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7369349.000000 Penalty: 5252.746094
	Iteration 23Q: 3 clusters Score -7369349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7369361.500000 Penalty: 5252.746094
	Iteration 24Q: 3 clusters Score -7369362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7369370.500000 Penalty: 5252.746094
	Iteration 25Q: 3 clusters Score -7369370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7369383.000000 Penalty: 5252.746094
	Iteration 26Q: 3 clusters Score -7369383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7369383.000000 Penalty: 5252.746094
	Iteration 27Q: 3 clusters Score -7369383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7369383.000000 Penalty: 5252.746094
	Iteration 28F: 3 clusters Score -7369383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Entering Unmasked Estep 
Score: -4158731.000000 Penalty: 2482.258789
	Iteration 0F: 2 clusters Score -4158731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4143177.500000 Penalty: 4964.517578
	Iteration 0F: 3 clusters Score -4143178 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -4148588.750000 Penalty: 4964.517578
	Iteration 1F: 3 clusters Score -4148589 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4148982.250000 Penalty: 4964.517578
	Iteration 2F: 3 clusters Score -4148982 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -4149270.250000 Penalty: 4964.517578
	Iteration 3Q: 3 clusters Score -4149270 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -4149489.000000 Penalty: 4964.517578
	Iteration 4Q: 3 clusters Score -4149489 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -4149708.750000 Penalty: 4964.517578
	Iteration 5Q: 3 clusters Score -4149709 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -4149942.500000 Penalty: 4964.517578
	Iteration 6Q: 3 clusters Score -4149942 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -4150247.750000 Penalty: 4964.517578
	Iteration 7Q: 3 clusters Score -4150248 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -4150633.500000 Penalty: 4964.517578
	Iteration 8Q: 3 clusters Score -4150634 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4151127.500000 Penalty: 4964.517578
	Iteration 9Q: 3 clusters Score -4151128 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -4151843.250000 Penalty: 4964.517578
	Iteration 10Q: 3 clusters Score -4151843 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4152761.750000 Penalty: 4964.517578
	Iteration 11F: 3 clusters Score -4152762 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4153756.000000 Penalty: 4964.517578
	Iteration 12Q: 3 clusters Score -4153756 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -4154683.500000 Penalty: 4964.517578
	Iteration 13Q: 3 clusters Score -4154684 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4155301.000000 Penalty: 4964.517578
	Iteration 14Q: 3 clusters Score -4155301 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4155692.500000 Penalty: 4964.517578
	Iteration 15Q: 3 clusters Score -4155692 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4155908.250000 Penalty: 4964.517578
	Iteration 16Q: 3 clusters Score -4155908 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4156055.000000 Penalty: 4964.517578
	Iteration 17Q: 3 clusters Score -4156055 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4156130.000000 Penalty: 4964.517578
	Iteration 18Q: 3 clusters Score -4156130 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4156180.500000 Penalty: 4964.517578
	Iteration 19Q: 3 clusters Score -4156180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -4156218.750000 Penalty: 4964.517578
	Iteration 20F: 3 clusters Score -4156219 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4156255.750000 Penalty: 4964.517578
	Iteration 21Q: 3 clusters Score -4156256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -4156282.000000 Penalty: 4964.517578
	Iteration 22Q: 3 clusters Score -4156282 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -4156303.750000 Penalty: 4964.517578
	Iteration 23Q: 3 clusters Score -4156304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4156325.500000 Penalty: 4964.517578
	Iteration 24Q: 3 clusters Score -4156326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -4156346.250000 Penalty: 4964.517578
	Iteration 25Q: 3 clusters Score -4156346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -4156367.750000 Penalty: 4964.517578
	Iteration 26Q: 3 clusters Score -4156368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -4156387.000000 Penalty: 4964.517578
	Iteration 27Q: 3 clusters Score -4156387 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -4156407.000000 Penalty: 4964.517578
	Iteration 28Q: 3 clusters Score -4156407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4156413.750000 Penalty: 4964.517578
	Iteration 29Q: 3 clusters Score -4156414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4156425.000000 Penalty: 4964.517578
	Iteration 30Q: 3 clusters Score -4156425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4156426.250000 Penalty: 4964.517578
	Iteration 31Q: 3 clusters Score -4156426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4156434.250000 Penalty: 4964.517578
	Iteration 32Q: 3 clusters Score -4156434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4156434.750000 Penalty: 4964.517578
	Iteration 33Q: 3 clusters Score -4156435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4156446.750000 Penalty: 4964.517578
	Iteration 34Q: 3 clusters Score -4156447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4156446.250000 Penalty: 4964.517578
	Iteration 35Q: 3 clusters Score -4156446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4156444.500000 Penalty: 4964.517578
	Iteration 36Q: 3 clusters Score -4156444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -4156445.250000 Penalty: 4964.517578
	Iteration 37Q: 3 clusters Score -4156445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4156446.000000 Penalty: 4964.517578
	Iteration 38Q: 3 clusters Score -4156446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4156445.750000 Penalty: 4964.517578
	Iteration 39Q: 3 clusters Score -4156446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -4156455.250000 Penalty: 4964.517578
	Iteration 40F: 3 clusters Score -4156455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4156457.000000 Penalty: 4964.517578
	Iteration 41Q: 3 clusters Score -4156457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -4156458.750000 Penalty: 4964.517578
	Iteration 42Q: 3 clusters Score -4156459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4156472.500000 Penalty: 4964.517578
	Iteration 43Q: 3 clusters Score -4156472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4156483.250000 Penalty: 4964.517578
	Iteration 44Q: 3 clusters Score -4156483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4156484.500000 Penalty: 4964.517578
	Iteration 45Q: 3 clusters Score -4156484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -4156486.000000 Penalty: 4964.517578
	Iteration 46Q: 3 clusters Score -4156486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4156492.750000 Penalty: 4964.517578
	Iteration 47Q: 3 clusters Score -4156493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -4156499.000000 Penalty: 4964.517578
	Iteration 48Q: 3 clusters Score -4156499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -4156504.000000 Penalty: 4964.517578
	Iteration 49Q: 3 clusters Score -4156504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4156503.000000 Penalty: 4964.517578
	Iteration 50Q: 3 clusters Score -4156503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4156501.500000 Penalty: 4964.517578
	Iteration 51Q: 3 clusters Score -4156502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4156502.500000 Penalty: 4964.517578
	Iteration 52Q: 3 clusters Score -4156502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4156514.000000 Penalty: 4964.517578
	Iteration 53Q: 3 clusters Score -4156514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4156518.250000 Penalty: 4964.517578
	Iteration 54Q: 3 clusters Score -4156518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4156515.250000 Penalty: 4964.517578
	Iteration 55Q: 3 clusters Score -4156515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4156519.250000 Penalty: 4964.517578
	Iteration 56Q: 3 clusters Score -4156519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4156515.750000 Penalty: 4964.517578
	Iteration 57Q: 3 clusters Score -4156516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -4156519.000000 Penalty: 4964.517578
	Iteration 58Q: 3 clusters Score -4156519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -4156514.250000 Penalty: 4964.517578
	Iteration 59Q: 3 clusters Score -4156514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -4156511.000000 Penalty: 4964.517578
	Iteration 60F: 3 clusters Score -4156511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -127269.539062 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -127269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -125447.984375 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -125448 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125886.476562 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -125886.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126120.367188 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -126120.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126265.757812 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -126265.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -126353.632812 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -126353.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126440.929688 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -126440.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126524.945312 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -126524.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126591.445312 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -126591.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -126657.781250 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -126657.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126696.757812 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -126696.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -126733.078125 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -126733.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126782.859375 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -126782.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -126842.867188 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -126842.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126872.695312 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -126872.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -126899.937500 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -126899.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126923.828125 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -126923.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126946.718750 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -126946.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126961.890625 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -126961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -126971.820312 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -126971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -126977.539062 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -126977.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127008.406250 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -127008.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127115.468750 Penalty: 3350.861328
	Iteration 21Q: 3 clusters Score -127115.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127198.992188 Penalty: 3350.861328
	Iteration 22Q: 3 clusters Score -127199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127354.304688 Penalty: 3350.861328
	Iteration 23Q: 3 clusters Score -127354.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127445.554688 Penalty: 3350.861328
	Iteration 24Q: 3 clusters Score -127445.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -127476.445312 Penalty: 3350.861328
	Iteration 25Q: 3 clusters Score -127476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -127488.312500 Penalty: 3350.861328
	Iteration 26Q: 3 clusters Score -127488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -127489.656250 Penalty: 3350.861328
	Iteration 27Q: 3 clusters Score -127489.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -127491.437500 Penalty: 3350.861328
	Iteration 28F: 3 clusters Score -127491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127501.343750 Penalty: 3350.861328
	Iteration 29Q: 3 clusters Score -127501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -127523.343750 Penalty: 3350.861328
	Iteration 30Q: 3 clusters Score -127523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -127566.515625 Penalty: 3350.861328
	Iteration 31Q: 3 clusters Score -127566.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -127598.062500 Penalty: 3350.861328
	Iteration 32Q: 3 clusters Score -127598.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -127625.687500 Penalty: 3350.861328
	Iteration 33Q: 3 clusters Score -127625.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -127649.187500 Penalty: 3350.861328
	Iteration 34Q: 3 clusters Score -127649.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -127667.617188 Penalty: 3350.861328
	Iteration 35Q: 3 clusters Score -127667.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -127680.414062 Penalty: 3350.861328
	Iteration 36F: 3 clusters Score -127680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127710.875000 Penalty: 3350.861328
	Iteration 37Q: 3 clusters Score -127710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -127721.023438 Penalty: 3350.861328
	Iteration 38Q: 3 clusters Score -127721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -127728.179688 Penalty: 3350.861328
	Iteration 39Q: 3 clusters Score -127728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -127735.656250 Penalty: 3350.861328
	Iteration 40F: 3 clusters Score -127735.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127737.703125 Penalty: 3350.861328
	Iteration 41Q: 3 clusters Score -127737.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127737.703125 Penalty: 3350.861328
	Iteration 42F: 3 clusters Score -127737.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38090 members 
Mstep: Class 3 contains 39007 members 
Mstep: Class 4 contains 34569 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44909 members 
Mstep: Class 7 contains 44099 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2569 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2789 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41117 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44695 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33974 members 
Mstep: Class 21 contains 34950 members 
Mstep: Class 22 contains 39744 members 
Mstep: Class 23 contains 22228 members 
Mstep: Class 24 contains 404 members 
Mstep: Class 25 contains 48416 members 
Mstep: Class 26 contains 48220 members 
Mstep: Class 27 contains 52507 members 
Mstep: Class 28 contains 455 members 
Entering Unmasked Estep 
Score: -106690376.000000 Penalty: 92210.640625
Splitting cluster 24 changes total score from -106691744.000000 to -106690376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (48416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Entering Unmasked Estep 
Score: -8957814.000000 Penalty: 2675.321045
	Iteration 0F: 2 clusters Score -8957814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -8926844.000000 Penalty: 5350.642090
	Iteration 0F: 3 clusters Score -8926844 nChanged 22392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -8939015.000000 Penalty: 5350.642090
	Iteration 1F: 3 clusters Score -8939015 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -8939647.000000 Penalty: 5350.642090
	Iteration 2Q: 3 clusters Score -8939647 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -8940358.000000 Penalty: 5350.642090
	Iteration 3Q: 3 clusters Score -8940358 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -8941378.000000 Penalty: 5350.642090
	Iteration 4Q: 3 clusters Score -8941378 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -8942933.000000 Penalty: 5350.642090
	Iteration 5F: 3 clusters Score -8942933 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -8945484.000000 Penalty: 5350.642090
	Iteration 6F: 3 clusters Score -8945484 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -8949001.000000 Penalty: 5350.642090
	Iteration 7F: 3 clusters Score -8949001 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -8952415.000000 Penalty: 5350.642090
	Iteration 8F: 3 clusters Score -8952415 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -8954235.000000 Penalty: 5350.642090
	Iteration 9F: 3 clusters Score -8954235 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -8955031.000000 Penalty: 5350.642090
	Iteration 10Q: 3 clusters Score -8955031 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -8955305.000000 Penalty: 5350.642090
	Iteration 11Q: 3 clusters Score -8955305 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -8955387.000000 Penalty: 5350.642090
	Iteration 12Q: 3 clusters Score -8955387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -8955452.000000 Penalty: 5350.642090
	Iteration 13Q: 3 clusters Score -8955452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -8955469.000000 Penalty: 5350.642090
	Iteration 14Q: 3 clusters Score -8955469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -8955506.000000 Penalty: 5350.642090
	Iteration 15Q: 3 clusters Score -8955506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -8955510.000000 Penalty: 5350.642090
	Iteration 16Q: 3 clusters Score -8955510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -8955509.000000 Penalty: 5350.642090
	Iteration 17Q: 3 clusters Score -8955509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -8955521.000000 Penalty: 5350.642090
	Iteration 18Q: 3 clusters Score -8955521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -8955525.000000 Penalty: 5350.642090
	Iteration 19Q: 3 clusters Score -8955525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -8955527.000000 Penalty: 5350.642090
	Iteration 20F: 3 clusters Score -8955527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -8955531.000000 Penalty: 5350.642090
	Iteration 21Q: 3 clusters Score -8955531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -8955531.000000 Penalty: 5350.642090
	Iteration 22F: 3 clusters Score -8955531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (48220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Entering Unmasked Estep 
Score: -9001320.000000 Penalty: 2674.315186
	Iteration 0F: 2 clusters Score -9001320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -8972235.000000 Penalty: 5348.630371
	Iteration 0F: 3 clusters Score -8972235 nChanged 22325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -8984388.000000 Penalty: 5348.630371
	Iteration 1F: 3 clusters Score -8984388 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -8984918.000000 Penalty: 5348.630371
	Iteration 2Q: 3 clusters Score -8984918 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -8985568.000000 Penalty: 5348.630371
	Iteration 3Q: 3 clusters Score -8985568 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -8986337.000000 Penalty: 5348.630371
	Iteration 4Q: 3 clusters Score -8986337 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -8987424.000000 Penalty: 5348.630371
	Iteration 5F: 3 clusters Score -8987424 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -8989109.000000 Penalty: 5348.630371
	Iteration 6F: 3 clusters Score -8989109 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -8991558.000000 Penalty: 5348.630371
	Iteration 7F: 3 clusters Score -8991558 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -8994436.000000 Penalty: 5348.630371
	Iteration 8F: 3 clusters Score -8994436 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8996529.000000 Penalty: 5348.630371
	Iteration 9F: 3 clusters Score -8996529 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -8998032.000000 Penalty: 5348.630371
	Iteration 10F: 3 clusters Score -8998032 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -8998649.000000 Penalty: 5348.630371
	Iteration 11Q: 3 clusters Score -8998649 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -8998853.000000 Penalty: 5348.630371
	Iteration 12Q: 3 clusters Score -8998853 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -8998952.000000 Penalty: 5348.630371
	Iteration 13Q: 3 clusters Score -8998952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -8999005.000000 Penalty: 5348.630371
	Iteration 14Q: 3 clusters Score -8999005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -8999034.000000 Penalty: 5348.630371
	Iteration 15Q: 3 clusters Score -8999034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -8999041.000000 Penalty: 5348.630371
	Iteration 16Q: 3 clusters Score -8999041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -8999041.000000 Penalty: 5348.630371
	Iteration 17Q: 3 clusters Score -8999041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -8999046.000000 Penalty: 5348.630371
	Iteration 18Q: 3 clusters Score -8999046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -8999049.000000 Penalty: 5348.630371
	Iteration 19Q: 3 clusters Score -8999049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -8999055.000000 Penalty: 5348.630371
	Iteration 20F: 3 clusters Score -8999055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -8999055.000000 Penalty: 5348.630371
	Iteration 21Q: 3 clusters Score -8999055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -8999058.000000 Penalty: 5348.630371
	Iteration 22Q: 3 clusters Score -8999058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -8999058.000000 Penalty: 5348.630371
	Iteration 23F: 3 clusters Score -8999058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (52507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Entering Unmasked Estep 
Score: -9828399.000000 Penalty: 2695.437988
	Iteration 0F: 2 clusters Score -9828399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -9800037.000000 Penalty: 5390.875977
	Iteration 0F: 3 clusters Score -9800037 nChanged 24334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -9813843.000000 Penalty: 5390.875977
	Iteration 1F: 3 clusters Score -9813843 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -9814670.000000 Penalty: 5390.875977
	Iteration 2Q: 3 clusters Score -9814670 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -9815453.000000 Penalty: 5390.875977
	Iteration 3Q: 3 clusters Score -9815453 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -9816399.000000 Penalty: 5390.875977
	Iteration 4Q: 3 clusters Score -9816399 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -9817601.000000 Penalty: 5390.875977
	Iteration 5Q: 3 clusters Score -9817601 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -9819127.000000 Penalty: 5390.875977
	Iteration 6F: 3 clusters Score -9819127 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -9821094.000000 Penalty: 5390.875977
	Iteration 7F: 3 clusters Score -9821094 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -9823310.000000 Penalty: 5390.875977
	Iteration 8F: 3 clusters Score -9823310 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -9825388.000000 Penalty: 5390.875977
	Iteration 9F: 3 clusters Score -9825388 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -9826390.000000 Penalty: 5390.875977
	Iteration 10Q: 3 clusters Score -9826390 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -9827330.000000 Penalty: 5390.875977
	Iteration 11Q: 3 clusters Score -9827330 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -9827630.000000 Penalty: 5390.875977
	Iteration 12Q: 3 clusters Score -9827630 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -9827760.000000 Penalty: 5390.875977
	Iteration 13Q: 3 clusters Score -9827760 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -9827781.000000 Penalty: 5390.875977
	Iteration 14Q: 3 clusters Score -9827781 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -9827770.000000 Penalty: 5390.875977
	Iteration 15Q: 3 clusters Score -9827770 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -9827682.000000 Penalty: 5390.875977
	Iteration 16Q: 3 clusters Score -9827682 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9827570.000000 Penalty: 5390.875977
	Iteration 17Q: 3 clusters Score -9827570 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -9827469.000000 Penalty: 5390.875977
	Iteration 18Q: 3 clusters Score -9827469 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9827423.000000 Penalty: 5390.875977
	Iteration 19Q: 3 clusters Score -9827423 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9827281.000000 Penalty: 5390.875977
	Iteration 20F: 3 clusters Score -9827281 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9827180.000000 Penalty: 5390.875977
	Iteration 21Q: 3 clusters Score -9827180 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9827089.000000 Penalty: 5390.875977
	Iteration 22Q: 3 clusters Score -9827089 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9827067.000000 Penalty: 5390.875977
	Iteration 23Q: 3 clusters Score -9827067 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -9826956.000000 Penalty: 5390.875977
	Iteration 24Q: 3 clusters Score -9826956 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9826891.000000 Penalty: 5390.875977
	Iteration 25Q: 3 clusters Score -9826891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9826839.000000 Penalty: 5390.875977
	Iteration 26Q: 3 clusters Score -9826839 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9826807.000000 Penalty: 5390.875977
	Iteration 27Q: 3 clusters Score -9826807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9826784.000000 Penalty: 5390.875977
	Iteration 28Q: 3 clusters Score -9826784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9826772.000000 Penalty: 5390.875977
	Iteration 29Q: 3 clusters Score -9826772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9826770.000000 Penalty: 5390.875977
	Iteration 30Q: 3 clusters Score -9826770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9826774.000000 Penalty: 5390.875977
	Iteration 31Q: 3 clusters Score -9826774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9826763.000000 Penalty: 5390.875977
	Iteration 32Q: 3 clusters Score -9826763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9826756.000000 Penalty: 5390.875977
	Iteration 33Q: 3 clusters Score -9826756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9826750.000000 Penalty: 5390.875977
	Iteration 34Q: 3 clusters Score -9826750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9826728.000000 Penalty: 5390.875977
	Iteration 35Q: 3 clusters Score -9826728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9826720.000000 Penalty: 5390.875977
	Iteration 36Q: 3 clusters Score -9826720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9826727.000000 Penalty: 5390.875977
	Iteration 37Q: 3 clusters Score -9826727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9826720.000000 Penalty: 5390.875977
	Iteration 38Q: 3 clusters Score -9826720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9826724.000000 Penalty: 5390.875977
	Iteration 39Q: 3 clusters Score -9826724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9826728.000000 Penalty: 5390.875977
	Iteration 40F: 3 clusters Score -9826728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9826740.000000 Penalty: 5390.875977
	Iteration 41Q: 3 clusters Score -9826740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9826717.000000 Penalty: 5390.875977
	Iteration 42Q: 3 clusters Score -9826717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9826721.000000 Penalty: 5390.875977
	Iteration 43Q: 3 clusters Score -9826721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9826721.000000 Penalty: 5390.875977
	Iteration 44Q: 3 clusters Score -9826721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9826731.000000 Penalty: 5390.875977
	Iteration 45Q: 3 clusters Score -9826731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9826720.000000 Penalty: 5390.875977
	Iteration 46Q: 3 clusters Score -9826720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9826727.000000 Penalty: 5390.875977
	Iteration 47Q: 3 clusters Score -9826727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9826730.000000 Penalty: 5390.875977
	Iteration 48Q: 3 clusters Score -9826730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9826730.000000 Penalty: 5390.875977
	Iteration 49F: 3 clusters Score -9826730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38090 members 
Mstep: Class 3 contains 39007 members 
Mstep: Class 4 contains 34569 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44909 members 
Mstep: Class 7 contains 44099 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2569 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2789 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41117 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44695 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33974 members 
Mstep: Class 21 contains 34950 members 
Mstep: Class 22 contains 39744 members 
Mstep: Class 23 contains 22228 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48416 members 
Mstep: Class 26 contains 48220 members 
Mstep: Class 27 contains 52507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691624.000000 Penalty: 88917.406250
Iteration 439Q: 28 clusters Score -1.066916e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38123 members 
Mstep: Class 3 contains 39116 members 
Mstep: Class 4 contains 34570 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44951 members 
Mstep: Class 7 contains 44103 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2795 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 41202 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44704 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33912 members 
Mstep: Class 21 contains 34907 members 
Mstep: Class 22 contains 39793 members 
Mstep: Class 23 contains 22073 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48411 members 
Mstep: Class 26 contains 48196 members 
Mstep: Class 27 contains 52460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691360.000000 Penalty: 88917.406250
Iteration 440F: 28 clusters Score -1.066914e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38132 members 
Mstep: Class 3 contains 39231 members 
Mstep: Class 4 contains 34549 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44977 members 
Mstep: Class 7 contains 44099 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2804 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 41309 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44712 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33845 members 
Mstep: Class 21 contains 34853 members 
Mstep: Class 22 contains 39854 members 
Mstep: Class 23 contains 21925 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48426 members 
Mstep: Class 26 contains 48173 members 
Mstep: Class 27 contains 52423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691128.000000 Penalty: 88917.406250
Iteration 441Q: 28 clusters Score -1.066911e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38133 members 
Mstep: Class 3 contains 39361 members 
Mstep: Class 4 contains 34541 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44985 members 
Mstep: Class 7 contains 44088 members 
Mstep: Class 8 contains 5736 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2809 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 41440 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44716 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 34791 members 
Mstep: Class 22 contains 39895 members 
Mstep: Class 23 contains 21780 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48435 members 
Mstep: Class 26 contains 48154 members 
Mstep: Class 27 contains 52398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691128.000000 Penalty: 88917.406250
Iteration 442Q: 28 clusters Score -1.066911e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38129 members 
Mstep: Class 3 contains 39486 members 
Mstep: Class 4 contains 34523 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45026 members 
Mstep: Class 7 contains 44071 members 
Mstep: Class 8 contains 5742 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2819 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 41554 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44717 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33707 members 
Mstep: Class 21 contains 34729 members 
Mstep: Class 22 contains 39923 members 
Mstep: Class 23 contains 21617 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48467 members 
Mstep: Class 26 contains 48155 members 
Mstep: Class 27 contains 52380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690872.000000 Penalty: 88917.406250
Iteration 443Q: 28 clusters Score -1.066909e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38108 members 
Mstep: Class 3 contains 39599 members 
Mstep: Class 4 contains 34507 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45002 members 
Mstep: Class 7 contains 44076 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 41668 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44758 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33645 members 
Mstep: Class 21 contains 34706 members 
Mstep: Class 22 contains 39967 members 
Mstep: Class 23 contains 21446 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48472 members 
Mstep: Class 26 contains 48177 members 
Mstep: Class 27 contains 52362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690672.000000 Penalty: 88917.406250
Iteration 444Q: 28 clusters Score -1.066907e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38125 members 
Mstep: Class 3 contains 39675 members 
Mstep: Class 4 contains 34488 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44975 members 
Mstep: Class 7 contains 44091 members 
Mstep: Class 8 contains 5746 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2812 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 41781 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44756 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33586 members 
Mstep: Class 21 contains 34694 members 
Mstep: Class 22 contains 40034 members 
Mstep: Class 23 contains 21280 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48454 members 
Mstep: Class 26 contains 48217 members 
Mstep: Class 27 contains 52330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690456.000000 Penalty: 88917.406250
Iteration 445Q: 28 clusters Score -1.066905e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38129 members 
Mstep: Class 3 contains 39750 members 
Mstep: Class 4 contains 34484 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44951 members 
Mstep: Class 7 contains 44092 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41885 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44786 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33511 members 
Mstep: Class 21 contains 34675 members 
Mstep: Class 22 contains 40085 members 
Mstep: Class 23 contains 21108 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48456 members 
Mstep: Class 26 contains 48226 members 
Mstep: Class 27 contains 52341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690248.000000 Penalty: 88917.406250
Iteration 446Q: 28 clusters Score -1.066902e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38147 members 
Mstep: Class 3 contains 39826 members 
Mstep: Class 4 contains 34474 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44927 members 
Mstep: Class 7 contains 44109 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41953 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44818 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33423 members 
Mstep: Class 21 contains 34665 members 
Mstep: Class 22 contains 40156 members 
Mstep: Class 23 contains 20949 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48465 members 
Mstep: Class 26 contains 48226 members 
Mstep: Class 27 contains 52332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690320.000000 Penalty: 88917.406250
Iteration 447Q: 28 clusters Score -1.066903e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38167 members 
Mstep: Class 3 contains 39910 members 
Mstep: Class 4 contains 34461 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44932 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 8 contains 5752 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2828 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41985 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44836 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33344 members 
Mstep: Class 21 contains 34647 members 
Mstep: Class 22 contains 40229 members 
Mstep: Class 23 contains 20804 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48447 members 
Mstep: Class 26 contains 48243 members 
Mstep: Class 27 contains 52345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690272.000000 Penalty: 88917.406250
Iteration 448Q: 28 clusters Score -1.066903e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38203 members 
Mstep: Class 3 contains 39983 members 
Mstep: Class 4 contains 34455 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44983 members 
Mstep: Class 7 contains 44110 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42006 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44855 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33274 members 
Mstep: Class 21 contains 34638 members 
Mstep: Class 22 contains 40298 members 
Mstep: Class 23 contains 20682 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48412 members 
Mstep: Class 26 contains 48237 members 
Mstep: Class 27 contains 52331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689880.000000 Penalty: 88917.406250
Iteration 449Q: 28 clusters Score -1.066899e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38225 members 
Mstep: Class 3 contains 40042 members 
Mstep: Class 4 contains 34451 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45004 members 
Mstep: Class 7 contains 44117 members 
Mstep: Class 8 contains 5755 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2832 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42046 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44852 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33199 members 
Mstep: Class 21 contains 34631 members 
Mstep: Class 22 contains 40361 members 
Mstep: Class 23 contains 20564 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48388 members 
Mstep: Class 26 contains 48242 members 
Mstep: Class 27 contains 52336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689960.000000 Penalty: 88917.406250
Iteration 450Q: 28 clusters Score -1.0669e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38253 members 
Mstep: Class 3 contains 40110 members 
Mstep: Class 4 contains 34439 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45026 members 
Mstep: Class 7 contains 44122 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2833 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42086 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44869 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33148 members 
Mstep: Class 21 contains 34632 members 
Mstep: Class 22 contains 40427 members 
Mstep: Class 23 contains 20456 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48350 members 
Mstep: Class 26 contains 48235 members 
Mstep: Class 27 contains 52302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689592.000000 Penalty: 88917.406250
Iteration 451Q: 28 clusters Score -1.066896e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38251 members 
Mstep: Class 3 contains 40176 members 
Mstep: Class 4 contains 34428 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45037 members 
Mstep: Class 7 contains 44120 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2836 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42133 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44873 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33102 members 
Mstep: Class 21 contains 34644 members 
Mstep: Class 22 contains 40492 members 
Mstep: Class 23 contains 20353 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48295 members 
Mstep: Class 26 contains 48243 members 
Mstep: Class 27 contains 52305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689520.000000 Penalty: 88917.406250
Iteration 452Q: 28 clusters Score -1.066895e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38255 members 
Mstep: Class 3 contains 40261 members 
Mstep: Class 4 contains 34422 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45056 members 
Mstep: Class 7 contains 44123 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2833 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42168 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44883 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 33032 members 
Mstep: Class 21 contains 34643 members 
Mstep: Class 22 contains 40561 members 
Mstep: Class 23 contains 20256 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48263 members 
Mstep: Class 26 contains 48234 members 
Mstep: Class 27 contains 52298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689624.000000 Penalty: 88917.406250
Iteration 453Q: 28 clusters Score -1.066896e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38260 members 
Mstep: Class 3 contains 40347 members 
Mstep: Class 4 contains 34423 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45078 members 
Mstep: Class 7 contains 44133 members 
Mstep: Class 8 contains 5760 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2834 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42207 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44894 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32968 members 
Mstep: Class 21 contains 34644 members 
Mstep: Class 22 contains 40604 members 
Mstep: Class 23 contains 20157 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48218 members 
Mstep: Class 26 contains 48234 members 
Mstep: Class 27 contains 52289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689728.000000 Penalty: 88917.406250
Iteration 454Q: 28 clusters Score -1.066897e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38254 members 
Mstep: Class 3 contains 40427 members 
Mstep: Class 4 contains 34423 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45074 members 
Mstep: Class 7 contains 44151 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42253 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44891 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32896 members 
Mstep: Class 21 contains 34668 members 
Mstep: Class 22 contains 40647 members 
Mstep: Class 23 contains 20067 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48172 members 
Mstep: Class 26 contains 48246 members 
Mstep: Class 27 contains 52280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689728.000000 Penalty: 88917.406250
Iteration 455Q: 28 clusters Score -1.066897e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38249 members 
Mstep: Class 3 contains 40502 members 
Mstep: Class 4 contains 34429 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45103 members 
Mstep: Class 7 contains 44147 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2838 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42287 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44879 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32826 members 
Mstep: Class 21 contains 34691 members 
Mstep: Class 22 contains 40705 members 
Mstep: Class 23 contains 19992 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48116 members 
Mstep: Class 26 contains 48255 members 
Mstep: Class 27 contains 52267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689416.000000 Penalty: 88917.406250
Iteration 456Q: 28 clusters Score -1.066894e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38221 members 
Mstep: Class 3 contains 40560 members 
Mstep: Class 4 contains 34426 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45137 members 
Mstep: Class 7 contains 44153 members 
Mstep: Class 8 contains 5779 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42341 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44875 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32745 members 
Mstep: Class 21 contains 34710 members 
Mstep: Class 22 contains 40789 members 
Mstep: Class 23 contains 19895 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48058 members 
Mstep: Class 26 contains 48276 members 
Mstep: Class 27 contains 52250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689440.000000 Penalty: 88917.406250
Iteration 457Q: 28 clusters Score -1.066894e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38208 members 
Mstep: Class 3 contains 40623 members 
Mstep: Class 4 contains 34418 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45163 members 
Mstep: Class 7 contains 44165 members 
Mstep: Class 8 contains 5781 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1741 members 
Mstep: Class 14 contains 2849 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42362 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44888 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32679 members 
Mstep: Class 21 contains 34709 members 
Mstep: Class 22 contains 40873 members 
Mstep: Class 23 contains 19783 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 48030 members 
Mstep: Class 26 contains 48298 members 
Mstep: Class 27 contains 52235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689296.000000 Penalty: 88917.406250
Iteration 458Q: 28 clusters Score -1.066893e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38221 members 
Mstep: Class 3 contains 40690 members 
Mstep: Class 4 contains 34416 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45160 members 
Mstep: Class 7 contains 44161 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42390 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32618 members 
Mstep: Class 21 contains 34700 members 
Mstep: Class 22 contains 40941 members 
Mstep: Class 23 contains 19681 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47993 members 
Mstep: Class 26 contains 48358 members 
Mstep: Class 27 contains 52211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689056.000000 Penalty: 88917.406250
Iteration 459Q: 28 clusters Score -1.066891e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38188 members 
Mstep: Class 3 contains 40756 members 
Mstep: Class 4 contains 34407 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45173 members 
Mstep: Class 7 contains 44168 members 
Mstep: Class 8 contains 5794 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 2864 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42432 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44901 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32535 members 
Mstep: Class 21 contains 34694 members 
Mstep: Class 22 contains 41028 members 
Mstep: Class 23 contains 19589 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47953 members 
Mstep: Class 26 contains 48391 members 
Mstep: Class 27 contains 52202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106689048.000000 Penalty: 88917.406250
Iteration 460F: 28 clusters Score -1.06689e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38174 members 
Mstep: Class 3 contains 40814 members 
Mstep: Class 4 contains 34402 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45185 members 
Mstep: Class 7 contains 44175 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42473 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44935 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32464 members 
Mstep: Class 21 contains 34699 members 
Mstep: Class 22 contains 41071 members 
Mstep: Class 23 contains 19523 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47895 members 
Mstep: Class 26 contains 48396 members 
Mstep: Class 27 contains 52203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688872.000000 Penalty: 88917.406250
Iteration 461Q: 28 clusters Score -1.066889e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38150 members 
Mstep: Class 3 contains 40885 members 
Mstep: Class 4 contains 34392 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45191 members 
Mstep: Class 7 contains 44197 members 
Mstep: Class 8 contains 5808 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2882 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42514 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44976 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32411 members 
Mstep: Class 21 contains 34690 members 
Mstep: Class 22 contains 41115 members 
Mstep: Class 23 contains 19431 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47846 members 
Mstep: Class 26 contains 48409 members 
Mstep: Class 27 contains 52186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688696.000000 Penalty: 88917.406250
Iteration 462Q: 28 clusters Score -1.066887e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38154 members 
Mstep: Class 3 contains 40962 members 
Mstep: Class 4 contains 34390 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45216 members 
Mstep: Class 7 contains 44203 members 
Mstep: Class 8 contains 5815 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2890 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42529 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44983 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32327 members 
Mstep: Class 21 contains 34697 members 
Mstep: Class 22 contains 41168 members 
Mstep: Class 23 contains 19361 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47788 members 
Mstep: Class 26 contains 48423 members 
Mstep: Class 27 contains 52178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688744.000000 Penalty: 88917.406250
Iteration 463Q: 28 clusters Score -1.066887e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38142 members 
Mstep: Class 3 contains 41023 members 
Mstep: Class 4 contains 34384 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45232 members 
Mstep: Class 7 contains 44213 members 
Mstep: Class 8 contains 5815 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2903 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42563 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44989 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 34711 members 
Mstep: Class 22 contains 41230 members 
Mstep: Class 23 contains 19300 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47747 members 
Mstep: Class 26 contains 48431 members 
Mstep: Class 27 contains 52162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688520.000000 Penalty: 88917.406250
Iteration 464Q: 28 clusters Score -1.066885e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38146 members 
Mstep: Class 3 contains 41096 members 
Mstep: Class 4 contains 34372 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45247 members 
Mstep: Class 7 contains 44205 members 
Mstep: Class 8 contains 5814 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42584 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 44992 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32165 members 
Mstep: Class 21 contains 34730 members 
Mstep: Class 22 contains 41287 members 
Mstep: Class 23 contains 19243 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47694 members 
Mstep: Class 26 contains 48464 members 
Mstep: Class 27 contains 52137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688248.000000 Penalty: 88917.406250
Iteration 465Q: 28 clusters Score -1.066882e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38166 members 
Mstep: Class 3 contains 41152 members 
Mstep: Class 4 contains 34360 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45266 members 
Mstep: Class 7 contains 44200 members 
Mstep: Class 8 contains 5817 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2920 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42591 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 45017 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32098 members 
Mstep: Class 21 contains 34740 members 
Mstep: Class 22 contains 41346 members 
Mstep: Class 23 contains 19186 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47651 members 
Mstep: Class 26 contains 48475 members 
Mstep: Class 27 contains 52101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688232.000000 Penalty: 88917.406250
Iteration 466Q: 28 clusters Score -1.066882e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38199 members 
Mstep: Class 3 contains 41169 members 
Mstep: Class 4 contains 34344 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45289 members 
Mstep: Class 7 contains 44208 members 
Mstep: Class 8 contains 5815 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42590 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 45023 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 32032 members 
Mstep: Class 21 contains 34749 members 
Mstep: Class 22 contains 41417 members 
Mstep: Class 23 contains 19138 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47623 members 
Mstep: Class 26 contains 48464 members 
Mstep: Class 27 contains 52101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688152.000000 Penalty: 88917.406250
Iteration 467Q: 28 clusters Score -1.066882e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38235 members 
Mstep: Class 3 contains 41201 members 
Mstep: Class 4 contains 34331 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45302 members 
Mstep: Class 7 contains 44205 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42595 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 45034 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31971 members 
Mstep: Class 21 contains 34765 members 
Mstep: Class 22 contains 41478 members 
Mstep: Class 23 contains 19096 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47571 members 
Mstep: Class 26 contains 48472 members 
Mstep: Class 27 contains 52079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688208.000000 Penalty: 88917.406250
Iteration 468Q: 28 clusters Score -1.066882e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38273 members 
Mstep: Class 3 contains 41240 members 
Mstep: Class 4 contains 34319 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45316 members 
Mstep: Class 7 contains 44197 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2951 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42592 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45032 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31908 members 
Mstep: Class 21 contains 34787 members 
Mstep: Class 22 contains 41521 members 
Mstep: Class 23 contains 19072 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47513 members 
Mstep: Class 26 contains 48465 members 
Mstep: Class 27 contains 52081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688256.000000 Penalty: 88917.406250
Iteration 469Q: 28 clusters Score -1.066883e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38308 members 
Mstep: Class 3 contains 41279 members 
Mstep: Class 4 contains 34309 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45316 members 
Mstep: Class 7 contains 44204 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2964 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42597 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31845 members 
Mstep: Class 21 contains 34795 members 
Mstep: Class 22 contains 41551 members 
Mstep: Class 23 contains 19044 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47463 members 
Mstep: Class 26 contains 48460 members 
Mstep: Class 27 contains 52083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688168.000000 Penalty: 88917.406250
Iteration 470Q: 28 clusters Score -1.066882e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38342 members 
Mstep: Class 3 contains 41317 members 
Mstep: Class 4 contains 34296 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45334 members 
Mstep: Class 7 contains 44197 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2982 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42584 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45077 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31800 members 
Mstep: Class 21 contains 34800 members 
Mstep: Class 22 contains 41577 members 
Mstep: Class 23 contains 18993 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47402 members 
Mstep: Class 26 contains 48472 members 
Mstep: Class 27 contains 52081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688272.000000 Penalty: 88917.406250
Iteration 471Q: 28 clusters Score -1.066883e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38372 members 
Mstep: Class 3 contains 41363 members 
Mstep: Class 4 contains 34283 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45349 members 
Mstep: Class 7 contains 44216 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2987 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42569 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45097 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31755 members 
Mstep: Class 21 contains 34836 members 
Mstep: Class 22 contains 41590 members 
Mstep: Class 23 contains 18967 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47336 members 
Mstep: Class 26 contains 48465 members 
Mstep: Class 27 contains 52064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688376.000000 Penalty: 88917.406250
Iteration 472Q: 28 clusters Score -1.066884e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38420 members 
Mstep: Class 3 contains 41408 members 
Mstep: Class 4 contains 34265 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45362 members 
Mstep: Class 7 contains 44222 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2997 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42575 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45125 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31711 members 
Mstep: Class 21 contains 34863 members 
Mstep: Class 22 contains 41606 members 
Mstep: Class 23 contains 18935 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47277 members 
Mstep: Class 26 contains 48428 members 
Mstep: Class 27 contains 52052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688424.000000 Penalty: 88917.406250
Iteration 473Q: 28 clusters Score -1.066884e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38467 members 
Mstep: Class 3 contains 41455 members 
Mstep: Class 4 contains 34253 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45386 members 
Mstep: Class 7 contains 44237 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2998 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42567 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45149 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31662 members 
Mstep: Class 21 contains 34889 members 
Mstep: Class 22 contains 41602 members 
Mstep: Class 23 contains 18902 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47225 members 
Mstep: Class 26 contains 48411 members 
Mstep: Class 27 contains 52041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688192.000000 Penalty: 88917.406250
Iteration 474Q: 28 clusters Score -1.066882e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38531 members 
Mstep: Class 3 contains 41490 members 
Mstep: Class 4 contains 34238 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 44245 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42564 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45170 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31619 members 
Mstep: Class 21 contains 34902 members 
Mstep: Class 22 contains 41602 members 
Mstep: Class 23 contains 18857 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47181 members 
Mstep: Class 26 contains 48393 members 
Mstep: Class 27 contains 52026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688152.000000 Penalty: 88917.406250
Iteration 475Q: 28 clusters Score -1.066882e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38597 members 
Mstep: Class 3 contains 41527 members 
Mstep: Class 4 contains 34227 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45428 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 3011 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42554 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45184 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31581 members 
Mstep: Class 21 contains 34917 members 
Mstep: Class 22 contains 41606 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47125 members 
Mstep: Class 26 contains 48384 members 
Mstep: Class 27 contains 52017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688040.000000 Penalty: 88917.406250
Iteration 476Q: 28 clusters Score -1.06688e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38650 members 
Mstep: Class 3 contains 41562 members 
Mstep: Class 4 contains 34223 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45453 members 
Mstep: Class 7 contains 44274 members 
Mstep: Class 8 contains 5867 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 3015 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42549 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45194 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31537 members 
Mstep: Class 21 contains 34936 members 
Mstep: Class 22 contains 41610 members 
Mstep: Class 23 contains 18758 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47073 members 
Mstep: Class 26 contains 48401 members 
Mstep: Class 27 contains 51990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106687968.000000 Penalty: 88917.406250
Iteration 477Q: 28 clusters Score -1.06688e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38697 members 
Mstep: Class 3 contains 41589 members 
Mstep: Class 4 contains 34222 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45473 members 
Mstep: Class 7 contains 44280 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 3018 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42551 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 45213 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31502 members 
Mstep: Class 21 contains 34947 members 
Mstep: Class 22 contains 41608 members 
Mstep: Class 23 contains 18704 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 47028 members 
Mstep: Class 26 contains 48408 members 
Mstep: Class 27 contains 51974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106688088.000000 Penalty: 88917.406250
Iteration 478Q: 28 clusters Score -1.066881e+08 nChanged 528
Entering ConstructFrom: 
Score: -106688088.000000 Penalty: 88917.406250
Entering ConstructFrom: 
Trying to split cluster 1 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -23531.537109 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -23531.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22425.623047 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -22425.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22612.410156 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -22612.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22699.562500 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -22699.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22722.277344 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -22722.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22749.042969 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -22749.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22777.416016 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -22777.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22786.181641 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -22786.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22794.699219 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -22794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22807.931641 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -22807.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22807.931641 Penalty: 2845.339844
	Iteration 9F: 3 clusters Score -22807.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Entering Unmasked Estep 
Score: -7275967.500000 Penalty: 2620.155518
	Iteration 0F: 2 clusters Score -7275968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -7250126.500000 Penalty: 5240.311035
	Iteration 0F: 3 clusters Score -7250126 nChanged 17728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -7260246.500000 Penalty: 5240.311035
	Iteration 1F: 3 clusters Score -7260246 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -7260967.000000 Penalty: 5240.311035
	Iteration 2Q: 3 clusters Score -7260967 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -7261845.500000 Penalty: 5240.311035
	Iteration 3F: 3 clusters Score -7261846 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -7262878.500000 Penalty: 5240.311035
	Iteration 4F: 3 clusters Score -7262878 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -7264136.500000 Penalty: 5240.311035
	Iteration 5F: 3 clusters Score -7264136 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -7265616.000000 Penalty: 5240.311035
	Iteration 6F: 3 clusters Score -7265616 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -7267353.000000 Penalty: 5240.311035
	Iteration 7F: 3 clusters Score -7267353 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -7269300.000000 Penalty: 5240.311035
	Iteration 8F: 3 clusters Score -7269300 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -7270994.000000 Penalty: 5240.311035
	Iteration 9F: 3 clusters Score -7270994 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -7272188.000000 Penalty: 5240.311035
	Iteration 10Q: 3 clusters Score -7272188 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -7272870.500000 Penalty: 5240.311035
	Iteration 11Q: 3 clusters Score -7272870 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -7273228.000000 Penalty: 5240.311035
	Iteration 12Q: 3 clusters Score -7273228 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -7273358.500000 Penalty: 5240.311035
	Iteration 13Q: 3 clusters Score -7273358 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -7273461.000000 Penalty: 5240.311035
	Iteration 14Q: 3 clusters Score -7273461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7273531.500000 Penalty: 5240.311035
	Iteration 15Q: 3 clusters Score -7273532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -7273599.500000 Penalty: 5240.311035
	Iteration 16Q: 3 clusters Score -7273600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -7273637.500000 Penalty: 5240.311035
	Iteration 17Q: 3 clusters Score -7273638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -7273671.000000 Penalty: 5240.311035
	Iteration 18Q: 3 clusters Score -7273671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -7273694.000000 Penalty: 5240.311035
	Iteration 19Q: 3 clusters Score -7273694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -7273698.500000 Penalty: 5240.311035
	Iteration 20F: 3 clusters Score -7273698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -7273715.500000 Penalty: 5240.311035
	Iteration 21Q: 3 clusters Score -7273716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7273725.500000 Penalty: 5240.311035
	Iteration 22Q: 3 clusters Score -7273726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -7273732.000000 Penalty: 5240.311035
	Iteration 23Q: 3 clusters Score -7273732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -7273735.500000 Penalty: 5240.311035
	Iteration 24Q: 3 clusters Score -7273736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -7273740.000000 Penalty: 5240.311035
	Iteration 25Q: 3 clusters Score -7273740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -7273740.000000 Penalty: 5240.311035
	Iteration 26Q: 3 clusters Score -7273740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -7273734.500000 Penalty: 5240.311035
	Iteration 27Q: 3 clusters Score -7273734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -7273734.500000 Penalty: 5240.311035
	Iteration 28F: 3 clusters Score -7273734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Entering Unmasked Estep 
Score: -7701807.500000 Penalty: 2637.751709
	Iteration 0F: 2 clusters Score -7701808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -7673995.500000 Penalty: 5275.503418
	Iteration 0F: 3 clusters Score -7673996 nChanged 18981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -7684740.500000 Penalty: 5275.503418
	Iteration 1F: 3 clusters Score -7684740 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -7685761.000000 Penalty: 5275.503418
	Iteration 2F: 3 clusters Score -7685761 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -7686904.500000 Penalty: 5275.503418
	Iteration 3F: 3 clusters Score -7686904 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -7688184.500000 Penalty: 5275.503418
	Iteration 4F: 3 clusters Score -7688184 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -7689623.000000 Penalty: 5275.503418
	Iteration 5F: 3 clusters Score -7689623 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -7691329.500000 Penalty: 5275.503418
	Iteration 6F: 3 clusters Score -7691330 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -7693213.500000 Penalty: 5275.503418
	Iteration 7F: 3 clusters Score -7693214 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -7695201.000000 Penalty: 5275.503418
	Iteration 8F: 3 clusters Score -7695201 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -7696773.500000 Penalty: 5275.503418
	Iteration 9Q: 3 clusters Score -7696774 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -7697739.000000 Penalty: 5275.503418
	Iteration 10Q: 3 clusters Score -7697739 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -7698250.000000 Penalty: 5275.503418
	Iteration 11Q: 3 clusters Score -7698250 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -7698569.500000 Penalty: 5275.503418
	Iteration 12Q: 3 clusters Score -7698570 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -7698805.000000 Penalty: 5275.503418
	Iteration 13Q: 3 clusters Score -7698805 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -7698959.000000 Penalty: 5275.503418
	Iteration 14Q: 3 clusters Score -7698959 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -7699074.000000 Penalty: 5275.503418
	Iteration 15Q: 3 clusters Score -7699074 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -7699190.500000 Penalty: 5275.503418
	Iteration 16Q: 3 clusters Score -7699190 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -7699289.500000 Penalty: 5275.503418
	Iteration 17Q: 3 clusters Score -7699290 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -7699408.500000 Penalty: 5275.503418
	Iteration 18Q: 3 clusters Score -7699408 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -7699506.500000 Penalty: 5275.503418
	Iteration 19Q: 3 clusters Score -7699506 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -7699568.500000 Penalty: 5275.503418
	Iteration 20F: 3 clusters Score -7699568 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -7699648.000000 Penalty: 5275.503418
	Iteration 21Q: 3 clusters Score -7699648 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -7699695.000000 Penalty: 5275.503418
	Iteration 22Q: 3 clusters Score -7699695 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -7699755.500000 Penalty: 5275.503418
	Iteration 23Q: 3 clusters Score -7699756 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -7699848.000000 Penalty: 5275.503418
	Iteration 24Q: 3 clusters Score -7699848 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -7699940.500000 Penalty: 5275.503418
	Iteration 25Q: 3 clusters Score -7699940 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -7700001.000000 Penalty: 5275.503418
	Iteration 26Q: 3 clusters Score -7700001 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7700082.000000 Penalty: 5275.503418
	Iteration 27Q: 3 clusters Score -7700082 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -7700126.500000 Penalty: 5275.503418
	Iteration 28Q: 3 clusters Score -7700126 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -7700160.500000 Penalty: 5275.503418
	Iteration 29Q: 3 clusters Score -7700160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -7700201.000000 Penalty: 5275.503418
	Iteration 30Q: 3 clusters Score -7700201 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -7700238.000000 Penalty: 5275.503418
	Iteration 31Q: 3 clusters Score -7700238 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -7700258.000000 Penalty: 5275.503418
	Iteration 32Q: 3 clusters Score -7700258 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -7700295.000000 Penalty: 5275.503418
	Iteration 33Q: 3 clusters Score -7700295 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -7700324.500000 Penalty: 5275.503418
	Iteration 34Q: 3 clusters Score -7700324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7700351.500000 Penalty: 5275.503418
	Iteration 35Q: 3 clusters Score -7700352 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -7700362.000000 Penalty: 5275.503418
	Iteration 36Q: 3 clusters Score -7700362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -7700389.500000 Penalty: 5275.503418
	Iteration 37Q: 3 clusters Score -7700390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -7700394.500000 Penalty: 5275.503418
	Iteration 38Q: 3 clusters Score -7700394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -7700400.000000 Penalty: 5275.503418
	Iteration 39Q: 3 clusters Score -7700400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -7700413.000000 Penalty: 5275.503418
	Iteration 40F: 3 clusters Score -7700413 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -7700412.000000 Penalty: 5275.503418
	Iteration 41Q: 3 clusters Score -7700412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -7700421.000000 Penalty: 5275.503418
	Iteration 42Q: 3 clusters Score -7700421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -7700427.500000 Penalty: 5275.503418
	Iteration 43Q: 3 clusters Score -7700428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -7700419.500000 Penalty: 5275.503418
	Iteration 44Q: 3 clusters Score -7700420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7700414.500000 Penalty: 5275.503418
	Iteration 45Q: 3 clusters Score -7700414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -7700415.000000 Penalty: 5275.503418
	Iteration 46Q: 3 clusters Score -7700415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -7700401.000000 Penalty: 5275.503418
	Iteration 47Q: 3 clusters Score -7700401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -7700417.500000 Penalty: 5275.503418
	Iteration 48Q: 3 clusters Score -7700418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -7700420.000000 Penalty: 5275.503418
	Iteration 49Q: 3 clusters Score -7700420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -7700419.500000 Penalty: 5275.503418
	Iteration 50Q: 3 clusters Score -7700420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -7700434.000000 Penalty: 5275.503418
	Iteration 51Q: 3 clusters Score -7700434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -7700437.000000 Penalty: 5275.503418
	Iteration 52Q: 3 clusters Score -7700437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -7700447.500000 Penalty: 5275.503418
	Iteration 53Q: 3 clusters Score -7700448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -7700442.500000 Penalty: 5275.503418
	Iteration 54Q: 3 clusters Score -7700442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -7700438.500000 Penalty: 5275.503418
	Iteration 55Q: 3 clusters Score -7700438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -7700443.000000 Penalty: 5275.503418
	Iteration 56Q: 3 clusters Score -7700443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -7700443.000000 Penalty: 5275.503418
	Iteration 57Q: 3 clusters Score -7700443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -7700446.000000 Penalty: 5275.503418
	Iteration 58Q: 3 clusters Score -7700446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -7700450.500000 Penalty: 5275.503418
	Iteration 59Q: 3 clusters Score -7700450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -7700445.000000 Penalty: 5275.503418
	Iteration 60F: 3 clusters Score -7700445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -7700439.500000 Penalty: 5275.503418
	Iteration 61Q: 3 clusters Score -7700440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -7700446.000000 Penalty: 5275.503418
	Iteration 62Q: 3 clusters Score -7700446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7700446.500000 Penalty: 5275.503418
	Iteration 63Q: 3 clusters Score -7700446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -7700439.500000 Penalty: 5275.503418
	Iteration 64Q: 3 clusters Score -7700440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -7700445.000000 Penalty: 5275.503418
	Iteration 65Q: 3 clusters Score -7700445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -7700445.000000 Penalty: 5275.503418
	Iteration 66F: 3 clusters Score -7700445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Entering Unmasked Estep 
Score: -6182238.500000 Penalty: 2589.209473
	Iteration 0F: 2 clusters Score -6182238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -6158945.500000 Penalty: 5178.418945
	Iteration 0F: 3 clusters Score -6158946 nChanged 15469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -6167242.500000 Penalty: 5178.418945
	Iteration 1F: 3 clusters Score -6167242 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -6167628.500000 Penalty: 5178.418945
	Iteration 2Q: 3 clusters Score -6167628 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -6167930.500000 Penalty: 5178.418945
	Iteration 3Q: 3 clusters Score -6167930 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -6168245.000000 Penalty: 5178.418945
	Iteration 4Q: 3 clusters Score -6168245 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -6168612.500000 Penalty: 5178.418945
	Iteration 5Q: 3 clusters Score -6168612 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -6169061.000000 Penalty: 5178.418945
	Iteration 6Q: 3 clusters Score -6169061 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -6169771.500000 Penalty: 5178.418945
	Iteration 7Q: 3 clusters Score -6169772 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -6170928.000000 Penalty: 5178.418945
	Iteration 8F: 3 clusters Score -6170928 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -6172610.500000 Penalty: 5178.418945
	Iteration 9F: 3 clusters Score -6172610 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -6174832.500000 Penalty: 5178.418945
	Iteration 10F: 3 clusters Score -6174832 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -6177050.000000 Penalty: 5178.418945
	Iteration 11F: 3 clusters Score -6177050 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -6178629.000000 Penalty: 5178.418945
	Iteration 12Q: 3 clusters Score -6178629 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -6179351.500000 Penalty: 5178.418945
	Iteration 13Q: 3 clusters Score -6179352 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -6179659.000000 Penalty: 5178.418945
	Iteration 14Q: 3 clusters Score -6179659 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -6179809.500000 Penalty: 5178.418945
	Iteration 15Q: 3 clusters Score -6179810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -6179887.000000 Penalty: 5178.418945
	Iteration 16Q: 3 clusters Score -6179887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -6179911.500000 Penalty: 5178.418945
	Iteration 17Q: 3 clusters Score -6179912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -6179934.000000 Penalty: 5178.418945
	Iteration 18Q: 3 clusters Score -6179934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -6179948.000000 Penalty: 5178.418945
	Iteration 19Q: 3 clusters Score -6179948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -6179965.000000 Penalty: 5178.418945
	Iteration 20F: 3 clusters Score -6179965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -6179964.000000 Penalty: 5178.418945
	Iteration 21Q: 3 clusters Score -6179964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -6179974.500000 Penalty: 5178.418945
	Iteration 22Q: 3 clusters Score -6179974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -6179981.000000 Penalty: 5178.418945
	Iteration 23Q: 3 clusters Score -6179981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -6179987.000000 Penalty: 5178.418945
	Iteration 24Q: 3 clusters Score -6179987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -6179991.500000 Penalty: 5178.418945
	Iteration 25Q: 3 clusters Score -6179992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -6179999.000000 Penalty: 5178.418945
	Iteration 26Q: 3 clusters Score -6179999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -6180009.500000 Penalty: 5178.418945
	Iteration 27Q: 3 clusters Score -6180010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -6180020.000000 Penalty: 5178.418945
	Iteration 28Q: 3 clusters Score -6180020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -6180019.500000 Penalty: 5178.418945
	Iteration 29Q: 3 clusters Score -6180020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -6180023.000000 Penalty: 5178.418945
	Iteration 30Q: 3 clusters Score -6180023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -6180023.000000 Penalty: 5178.418945
	Iteration 31F: 3 clusters Score -6180023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -48712.707031 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -48712.71 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 216 members 
Entering Unmasked Estep 
Score: -47350.304688 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -47350.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47841.332031 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -47841.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48059.757812 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -48059.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48147.820312 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -48147.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48200.839844 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -48200.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48238.445312 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -48238.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48249.609375 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -48249.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48254.859375 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -48254.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48263.914062 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -48263.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48269.324219 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -48269.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48269.324219 Penalty: 3029.083252
	Iteration 10F: 3 clusters Score -48269.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Entering Unmasked Estep 
Score: -8528924.000000 Penalty: 2659.844971
	Iteration 0F: 2 clusters Score -8528924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -8499879.000000 Penalty: 5319.689941
	Iteration 0F: 3 clusters Score -8499879 nChanged 21173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -8511515.000000 Penalty: 5319.689941
	Iteration 1F: 3 clusters Score -8511515 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -8512016.000000 Penalty: 5319.689941
	Iteration 2Q: 3 clusters Score -8512016 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -8512490.000000 Penalty: 5319.689941
	Iteration 3Q: 3 clusters Score -8512490 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -8513153.000000 Penalty: 5319.689941
	Iteration 4Q: 3 clusters Score -8513153 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -8513745.000000 Penalty: 5319.689941
	Iteration 5Q: 3 clusters Score -8513745 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -8514488.000000 Penalty: 5319.689941
	Iteration 6Q: 3 clusters Score -8514488 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -8515355.000000 Penalty: 5319.689941
	Iteration 7Q: 3 clusters Score -8515355 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -8516249.000000 Penalty: 5319.689941
	Iteration 8Q: 3 clusters Score -8516249 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -8517172.000000 Penalty: 5319.689941
	Iteration 9Q: 3 clusters Score -8517172 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -8518225.000000 Penalty: 5319.689941
	Iteration 10Q: 3 clusters Score -8518225 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -8519238.000000 Penalty: 5319.689941
	Iteration 11Q: 3 clusters Score -8519238 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -8520272.000000 Penalty: 5319.689941
	Iteration 12Q: 3 clusters Score -8520272 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -8521318.000000 Penalty: 5319.689941
	Iteration 13Q: 3 clusters Score -8521318 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -8522405.000000 Penalty: 5319.689941
	Iteration 14Q: 3 clusters Score -8522405 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -8523340.000000 Penalty: 5319.689941
	Iteration 15Q: 3 clusters Score -8523340 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -8524265.000000 Penalty: 5319.689941
	Iteration 16Q: 3 clusters Score -8524265 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -8524982.000000 Penalty: 5319.689941
	Iteration 17Q: 3 clusters Score -8524982 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8525517.000000 Penalty: 5319.689941
	Iteration 18Q: 3 clusters Score -8525517 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -8525897.000000 Penalty: 5319.689941
	Iteration 19Q: 3 clusters Score -8525897 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -8526173.000000 Penalty: 5319.689941
	Iteration 20F: 3 clusters Score -8526173 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8526346.000000 Penalty: 5319.689941
	Iteration 21Q: 3 clusters Score -8526346 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8526471.000000 Penalty: 5319.689941
	Iteration 22Q: 3 clusters Score -8526471 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8526549.000000 Penalty: 5319.689941
	Iteration 23Q: 3 clusters Score -8526549 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8526635.000000 Penalty: 5319.689941
	Iteration 24Q: 3 clusters Score -8526635 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8526689.000000 Penalty: 5319.689941
	Iteration 25Q: 3 clusters Score -8526689 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8526753.000000 Penalty: 5319.689941
	Iteration 26Q: 3 clusters Score -8526753 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8526795.000000 Penalty: 5319.689941
	Iteration 27Q: 3 clusters Score -8526795 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8526805.000000 Penalty: 5319.689941
	Iteration 28Q: 3 clusters Score -8526805 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8526814.000000 Penalty: 5319.689941
	Iteration 29Q: 3 clusters Score -8526814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8526834.000000 Penalty: 5319.689941
	Iteration 30Q: 3 clusters Score -8526834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8526848.000000 Penalty: 5319.689941
	Iteration 31Q: 3 clusters Score -8526848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8526838.000000 Penalty: 5319.689941
	Iteration 32Q: 3 clusters Score -8526838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8526853.000000 Penalty: 5319.689941
	Iteration 33Q: 3 clusters Score -8526853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8526866.000000 Penalty: 5319.689941
	Iteration 34Q: 3 clusters Score -8526866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8526872.000000 Penalty: 5319.689941
	Iteration 35Q: 3 clusters Score -8526872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8526876.000000 Penalty: 5319.689941
	Iteration 36Q: 3 clusters Score -8526876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8526876.000000 Penalty: 5319.689941
	Iteration 37Q: 3 clusters Score -8526876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8526874.000000 Penalty: 5319.689941
	Iteration 38Q: 3 clusters Score -8526874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8526869.000000 Penalty: 5319.689941
	Iteration 39Q: 3 clusters Score -8526869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8526863.000000 Penalty: 5319.689941
	Iteration 40F: 3 clusters Score -8526863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8526867.000000 Penalty: 5319.689941
	Iteration 41Q: 3 clusters Score -8526867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8526874.000000 Penalty: 5319.689941
	Iteration 42Q: 3 clusters Score -8526874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8526874.000000 Penalty: 5319.689941
	Iteration 43F: 3 clusters Score -8526874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Entering Unmasked Estep 
Score: -8217910.000000 Penalty: 2653.208984
	Iteration 0F: 2 clusters Score -8217910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -8188930.000000 Penalty: 5306.417969
	Iteration 0F: 3 clusters Score -8188930 nChanged 20351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -8199966.000000 Penalty: 5306.417969
	Iteration 1F: 3 clusters Score -8199966 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -8200504.000000 Penalty: 5306.417969
	Iteration 2Q: 3 clusters Score -8200504 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -8201042.500000 Penalty: 5306.417969
	Iteration 3Q: 3 clusters Score -8201042 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -8201653.000000 Penalty: 5306.417969
	Iteration 4Q: 3 clusters Score -8201653 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -8202559.000000 Penalty: 5306.417969
	Iteration 5Q: 3 clusters Score -8202559 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -8203877.500000 Penalty: 5306.417969
	Iteration 6F: 3 clusters Score -8203878 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -8205664.500000 Penalty: 5306.417969
	Iteration 7F: 3 clusters Score -8205664 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -8207959.500000 Penalty: 5306.417969
	Iteration 8F: 3 clusters Score -8207960 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -8210650.500000 Penalty: 5306.417969
	Iteration 9F: 3 clusters Score -8210650 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -8212979.500000 Penalty: 5306.417969
	Iteration 10F: 3 clusters Score -8212980 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -8214267.500000 Penalty: 5306.417969
	Iteration 11Q: 3 clusters Score -8214268 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -8214838.500000 Penalty: 5306.417969
	Iteration 12Q: 3 clusters Score -8214838 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -8215100.000000 Penalty: 5306.417969
	Iteration 13Q: 3 clusters Score -8215100 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -8215269.500000 Penalty: 5306.417969
	Iteration 14Q: 3 clusters Score -8215270 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -8215401.000000 Penalty: 5306.417969
	Iteration 15Q: 3 clusters Score -8215401 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -8215508.000000 Penalty: 5306.417969
	Iteration 16Q: 3 clusters Score -8215508 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -8215624.500000 Penalty: 5306.417969
	Iteration 17Q: 3 clusters Score -8215624 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -8215705.500000 Penalty: 5306.417969
	Iteration 18Q: 3 clusters Score -8215706 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -8215806.000000 Penalty: 5306.417969
	Iteration 19Q: 3 clusters Score -8215806 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -8215893.000000 Penalty: 5306.417969
	Iteration 20F: 3 clusters Score -8215893 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -8215942.500000 Penalty: 5306.417969
	Iteration 21Q: 3 clusters Score -8215942 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -8215992.000000 Penalty: 5306.417969
	Iteration 22Q: 3 clusters Score -8215992 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -8216023.500000 Penalty: 5306.417969
	Iteration 23Q: 3 clusters Score -8216024 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -8216098.000000 Penalty: 5306.417969
	Iteration 24Q: 3 clusters Score -8216098 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -8216123.000000 Penalty: 5306.417969
	Iteration 25Q: 3 clusters Score -8216123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -8216155.000000 Penalty: 5306.417969
	Iteration 26Q: 3 clusters Score -8216155 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -8216172.000000 Penalty: 5306.417969
	Iteration 27Q: 3 clusters Score -8216172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -8216189.000000 Penalty: 5306.417969
	Iteration 28Q: 3 clusters Score -8216189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8216216.000000 Penalty: 5306.417969
	Iteration 29Q: 3 clusters Score -8216216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -8216214.000000 Penalty: 5306.417969
	Iteration 30Q: 3 clusters Score -8216214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -8216221.000000 Penalty: 5306.417969
	Iteration 31Q: 3 clusters Score -8216221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -8216222.000000 Penalty: 5306.417969
	Iteration 32Q: 3 clusters Score -8216222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -8216230.500000 Penalty: 5306.417969
	Iteration 33Q: 3 clusters Score -8216230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -8216234.000000 Penalty: 5306.417969
	Iteration 34Q: 3 clusters Score -8216234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -8216230.000000 Penalty: 5306.417969
	Iteration 35Q: 3 clusters Score -8216230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8216232.000000 Penalty: 5306.417969
	Iteration 36Q: 3 clusters Score -8216232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8216245.500000 Penalty: 5306.417969
	Iteration 37Q: 3 clusters Score -8216246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -8216240.500000 Penalty: 5306.417969
	Iteration 38Q: 3 clusters Score -8216240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -8216252.500000 Penalty: 5306.417969
	Iteration 39Q: 3 clusters Score -8216252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -8216258.000000 Penalty: 5306.417969
	Iteration 40F: 3 clusters Score -8216258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -8216279.500000 Penalty: 5306.417969
	Iteration 41Q: 3 clusters Score -8216280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -8216272.500000 Penalty: 5306.417969
	Iteration 42Q: 3 clusters Score -8216272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -8216273.500000 Penalty: 5306.417969
	Iteration 43Q: 3 clusters Score -8216274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -8216276.000000 Penalty: 5306.417969
	Iteration 44Q: 3 clusters Score -8216276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -8216287.500000 Penalty: 5306.417969
	Iteration 45Q: 3 clusters Score -8216288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -8216281.500000 Penalty: 5306.417969
	Iteration 46Q: 3 clusters Score -8216282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -8216277.000000 Penalty: 5306.417969
	Iteration 47Q: 3 clusters Score -8216277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8216287.500000 Penalty: 5306.417969
	Iteration 48Q: 3 clusters Score -8216288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8216292.500000 Penalty: 5306.417969
	Iteration 49Q: 3 clusters Score -8216292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -8216296.000000 Penalty: 5306.417969
	Iteration 50Q: 3 clusters Score -8216296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -8216294.500000 Penalty: 5306.417969
	Iteration 51Q: 3 clusters Score -8216294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -8216309.500000 Penalty: 5306.417969
	Iteration 52Q: 3 clusters Score -8216310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -8216316.000000 Penalty: 5306.417969
	Iteration 53Q: 3 clusters Score -8216316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -8216335.500000 Penalty: 5306.417969
	Iteration 54Q: 3 clusters Score -8216336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -8216334.000000 Penalty: 5306.417969
	Iteration 55Q: 3 clusters Score -8216334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -8216339.500000 Penalty: 5306.417969
	Iteration 56Q: 3 clusters Score -8216340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -8216344.000000 Penalty: 5306.417969
	Iteration 57Q: 3 clusters Score -8216344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8216338.500000 Penalty: 5306.417969
	Iteration 58Q: 3 clusters Score -8216338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -8216329.500000 Penalty: 5306.417969
	Iteration 59Q: 3 clusters Score -8216330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -8216334.000000 Penalty: 5306.417969
	Iteration 60F: 3 clusters Score -8216334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -8216323.000000 Penalty: 5306.417969
	Iteration 61Q: 3 clusters Score -8216323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -8216322.500000 Penalty: 5306.417969
	Iteration 62Q: 3 clusters Score -8216322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -8216311.500000 Penalty: 5306.417969
	Iteration 63Q: 3 clusters Score -8216312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -8216316.500000 Penalty: 5306.417969
	Iteration 64Q: 3 clusters Score -8216316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -8216317.500000 Penalty: 5306.417969
	Iteration 65Q: 3 clusters Score -8216318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -8216309.000000 Penalty: 5306.417969
	Iteration 66Q: 3 clusters Score -8216309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -8216317.500000 Penalty: 5306.417969
	Iteration 67Q: 3 clusters Score -8216318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -8216317.000000 Penalty: 5306.417969
	Iteration 68Q: 3 clusters Score -8216317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -8216316.500000 Penalty: 5306.417969
	Iteration 69Q: 3 clusters Score -8216316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -8216302.000000 Penalty: 5306.417969
	Iteration 70Q: 3 clusters Score -8216302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -8216304.000000 Penalty: 5306.417969
	Iteration 71Q: 3 clusters Score -8216304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -8216302.500000 Penalty: 5306.417969
	Iteration 72Q: 3 clusters Score -8216302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -8216302.500000 Penalty: 5306.417969
	Iteration 73Q: 3 clusters Score -8216302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -8216301.500000 Penalty: 5306.417969
	Iteration 74Q: 3 clusters Score -8216302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -8216297.500000 Penalty: 5306.417969
	Iteration 75Q: 3 clusters Score -8216298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -8216298.500000 Penalty: 5306.417969
	Iteration 76Q: 3 clusters Score -8216298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -8216299.500000 Penalty: 5306.417969
	Iteration 77Q: 3 clusters Score -8216300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -8216302.500000 Penalty: 5306.417969
	Iteration 78Q: 3 clusters Score -8216302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8216296.500000 Penalty: 5306.417969
	Iteration 79Q: 3 clusters Score -8216296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -8216290.000000 Penalty: 5306.417969
	Iteration 80F: 3 clusters Score -8216290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -8216289.000000 Penalty: 5306.417969
	Iteration 81Q: 3 clusters Score -8216289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -8216279.000000 Penalty: 5306.417969
	Iteration 82Q: 3 clusters Score -8216279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -8216289.500000 Penalty: 5306.417969
	Iteration 83Q: 3 clusters Score -8216290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -8216286.500000 Penalty: 5306.417969
	Iteration 84Q: 3 clusters Score -8216286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -8216284.000000 Penalty: 5306.417969
	Iteration 85Q: 3 clusters Score -8216284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -8216286.500000 Penalty: 5306.417969
	Iteration 86Q: 3 clusters Score -8216286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -8216291.500000 Penalty: 5306.417969
	Iteration 87Q: 3 clusters Score -8216292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -8216288.500000 Penalty: 5306.417969
	Iteration 88Q: 3 clusters Score -8216288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -8216289.000000 Penalty: 5306.417969
	Iteration 89Q: 3 clusters Score -8216289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -8216289.000000 Penalty: 5306.417969
	Iteration 90Q: 3 clusters Score -8216289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -8216294.000000 Penalty: 5306.417969
	Iteration 91Q: 3 clusters Score -8216294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -8216293.000000 Penalty: 5306.417969
	Iteration 92Q: 3 clusters Score -8216293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -8216296.500000 Penalty: 5306.417969
	Iteration 93Q: 3 clusters Score -8216296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -8216290.500000 Penalty: 5306.417969
	Iteration 94Q: 3 clusters Score -8216290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -8216285.000000 Penalty: 5306.417969
	Iteration 95Q: 3 clusters Score -8216285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -8216287.000000 Penalty: 5306.417969
	Iteration 96Q: 3 clusters Score -8216287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -8216283.000000 Penalty: 5306.417969
	Iteration 97Q: 3 clusters Score -8216283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -8216278.000000 Penalty: 5306.417969
	Iteration 98Q: 3 clusters Score -8216278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -8216279.000000 Penalty: 5306.417969
	Iteration 99Q: 3 clusters Score -8216279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -8216282.000000 Penalty: 5306.417969
	Iteration 100F: 3 clusters Score -8216282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -8216276.500000 Penalty: 5306.417969
	Iteration 101Q: 3 clusters Score -8216276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8216277.000000 Penalty: 5306.417969
	Iteration 102Q: 3 clusters Score -8216277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -8216273.500000 Penalty: 5306.417969
	Iteration 103Q: 3 clusters Score -8216274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -8216269.000000 Penalty: 5306.417969
	Iteration 104Q: 3 clusters Score -8216269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8216265.500000 Penalty: 5306.417969
	Iteration 105Q: 3 clusters Score -8216266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -8216268.500000 Penalty: 5306.417969
	Iteration 106Q: 3 clusters Score -8216268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -8216261.500000 Penalty: 5306.417969
	Iteration 107Q: 3 clusters Score -8216262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -8216267.500000 Penalty: 5306.417969
	Iteration 108Q: 3 clusters Score -8216268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -8216265.500000 Penalty: 5306.417969
	Iteration 109Q: 3 clusters Score -8216266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -8216267.000000 Penalty: 5306.417969
	Iteration 110Q: 3 clusters Score -8216267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -8216280.000000 Penalty: 5306.417969
	Iteration 111Q: 3 clusters Score -8216280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -8216275.000000 Penalty: 5306.417969
	Iteration 112Q: 3 clusters Score -8216275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -8216274.500000 Penalty: 5306.417969
	Iteration 113Q: 3 clusters Score -8216274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -8216280.000000 Penalty: 5306.417969
	Iteration 114Q: 3 clusters Score -8216280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -8216276.500000 Penalty: 5306.417969
	Iteration 115Q: 3 clusters Score -8216276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -8216272.500000 Penalty: 5306.417969
	Iteration 116Q: 3 clusters Score -8216272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -8216276.500000 Penalty: 5306.417969
	Iteration 117Q: 3 clusters Score -8216276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -8216271.000000 Penalty: 5306.417969
	Iteration 118Q: 3 clusters Score -8216271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8216274.500000 Penalty: 5306.417969
	Iteration 119Q: 3 clusters Score -8216274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8216268.500000 Penalty: 5306.417969
	Iteration 120F: 3 clusters Score -8216268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Entering Unmasked Estep 
Score: -1092518.375000 Penalty: 2152.722412
	Iteration 0F: 2 clusters Score -1092518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1087423.250000 Penalty: 4305.444824
	Iteration 0F: 3 clusters Score -1087423 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1088690.375000 Penalty: 4305.444824
	Iteration 1F: 3 clusters Score -1088690 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1088891.500000 Penalty: 4305.444824
	Iteration 2F: 3 clusters Score -1088892 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1089005.125000 Penalty: 4305.444824
	Iteration 3Q: 3 clusters Score -1089005 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1089079.875000 Penalty: 4305.444824
	Iteration 4Q: 3 clusters Score -1089080 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1089136.875000 Penalty: 4305.444824
	Iteration 5Q: 3 clusters Score -1089137 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1089183.625000 Penalty: 4305.444824
	Iteration 6Q: 3 clusters Score -1089184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1089220.000000 Penalty: 4305.444824
	Iteration 7Q: 3 clusters Score -1089220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1089241.375000 Penalty: 4305.444824
	Iteration 8Q: 3 clusters Score -1089241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1089257.875000 Penalty: 4305.444824
	Iteration 9Q: 3 clusters Score -1089258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1089275.250000 Penalty: 4305.444824
	Iteration 10Q: 3 clusters Score -1089275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1089287.250000 Penalty: 4305.444824
	Iteration 11Q: 3 clusters Score -1089287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1089295.875000 Penalty: 4305.444824
	Iteration 12Q: 3 clusters Score -1089296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1089301.875000 Penalty: 4305.444824
	Iteration 13Q: 3 clusters Score -1089302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1089306.625000 Penalty: 4305.444824
	Iteration 14Q: 3 clusters Score -1089307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1089314.375000 Penalty: 4305.444824
	Iteration 15Q: 3 clusters Score -1089314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1089315.625000 Penalty: 4305.444824
	Iteration 16Q: 3 clusters Score -1089316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1089318.250000 Penalty: 4305.444824
	Iteration 17Q: 3 clusters Score -1089318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1089324.625000 Penalty: 4305.444824
	Iteration 18Q: 3 clusters Score -1089325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1089324.625000 Penalty: 4305.444824
	Iteration 19Q: 3 clusters Score -1089325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1089331.500000 Penalty: 4305.444824
	Iteration 20F: 3 clusters Score -1089332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1089333.625000 Penalty: 4305.444824
	Iteration 21Q: 3 clusters Score -1089334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1089339.125000 Penalty: 4305.444824
	Iteration 22Q: 3 clusters Score -1089339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1089343.750000 Penalty: 4305.444824
	Iteration 23Q: 3 clusters Score -1089344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1089346.625000 Penalty: 4305.444824
	Iteration 24Q: 3 clusters Score -1089347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1089353.000000 Penalty: 4305.444824
	Iteration 25Q: 3 clusters Score -1089353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1089356.750000 Penalty: 4305.444824
	Iteration 26Q: 3 clusters Score -1089357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1089365.000000 Penalty: 4305.444824
	Iteration 27Q: 3 clusters Score -1089365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1089369.125000 Penalty: 4305.444824
	Iteration 28Q: 3 clusters Score -1089369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1089375.625000 Penalty: 4305.444824
	Iteration 29Q: 3 clusters Score -1089376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1089381.750000 Penalty: 4305.444824
	Iteration 30Q: 3 clusters Score -1089382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1089385.625000 Penalty: 4305.444824
	Iteration 31Q: 3 clusters Score -1089386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1089390.625000 Penalty: 4305.444824
	Iteration 32Q: 3 clusters Score -1089391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1089394.625000 Penalty: 4305.444824
	Iteration 33Q: 3 clusters Score -1089395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1089399.250000 Penalty: 4305.444824
	Iteration 34Q: 3 clusters Score -1089399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1089404.375000 Penalty: 4305.444824
	Iteration 35Q: 3 clusters Score -1089404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1089412.875000 Penalty: 4305.444824
	Iteration 36Q: 3 clusters Score -1089413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1089420.125000 Penalty: 4305.444824
	Iteration 37Q: 3 clusters Score -1089420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1089428.000000 Penalty: 4305.444824
	Iteration 38Q: 3 clusters Score -1089428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1089438.125000 Penalty: 4305.444824
	Iteration 39Q: 3 clusters Score -1089438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1089446.875000 Penalty: 4305.444824
	Iteration 40F: 3 clusters Score -1089447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1089460.125000 Penalty: 4305.444824
	Iteration 41Q: 3 clusters Score -1089460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1089473.750000 Penalty: 4305.444824
	Iteration 42Q: 3 clusters Score -1089474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1089487.500000 Penalty: 4305.444824
	Iteration 43Q: 3 clusters Score -1089488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1089502.875000 Penalty: 4305.444824
	Iteration 44Q: 3 clusters Score -1089503 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1089523.375000 Penalty: 4305.444824
	Iteration 45Q: 3 clusters Score -1089523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1089548.250000 Penalty: 4305.444824
	Iteration 46Q: 3 clusters Score -1089548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1089576.875000 Penalty: 4305.444824
	Iteration 47Q: 3 clusters Score -1089577 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1089607.875000 Penalty: 4305.444824
	Iteration 48Q: 3 clusters Score -1089608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1089648.375000 Penalty: 4305.444824
	Iteration 49Q: 3 clusters Score -1089648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1089691.625000 Penalty: 4305.444824
	Iteration 50Q: 3 clusters Score -1089692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1089735.875000 Penalty: 4305.444824
	Iteration 51Q: 3 clusters Score -1089736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1089779.000000 Penalty: 4305.444824
	Iteration 52Q: 3 clusters Score -1089779 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1089819.625000 Penalty: 4305.444824
	Iteration 53Q: 3 clusters Score -1089820 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1089868.625000 Penalty: 4305.444824
	Iteration 54Q: 3 clusters Score -1089869 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1089928.500000 Penalty: 4305.444824
	Iteration 55Q: 3 clusters Score -1089928 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1089986.000000 Penalty: 4305.444824
	Iteration 56Q: 3 clusters Score -1089986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1090047.250000 Penalty: 4305.444824
	Iteration 57Q: 3 clusters Score -1090047 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1090117.625000 Penalty: 4305.444824
	Iteration 58Q: 3 clusters Score -1090118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1090194.625000 Penalty: 4305.444824
	Iteration 59Q: 3 clusters Score -1090195 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1090261.250000 Penalty: 4305.444824
	Iteration 60F: 3 clusters Score -1090261 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1090336.125000 Penalty: 4305.444824
	Iteration 61Q: 3 clusters Score -1090336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1090386.000000 Penalty: 4305.444824
	Iteration 62Q: 3 clusters Score -1090386 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1090445.250000 Penalty: 4305.444824
	Iteration 63Q: 3 clusters Score -1090445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1090493.250000 Penalty: 4305.444824
	Iteration 64Q: 3 clusters Score -1090493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1090525.250000 Penalty: 4305.444824
	Iteration 65Q: 3 clusters Score -1090525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1090544.875000 Penalty: 4305.444824
	Iteration 66Q: 3 clusters Score -1090545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1090554.500000 Penalty: 4305.444824
	Iteration 67Q: 3 clusters Score -1090554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1090563.875000 Penalty: 4305.444824
	Iteration 68Q: 3 clusters Score -1090564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1090570.875000 Penalty: 4305.444824
	Iteration 69Q: 3 clusters Score -1090571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1090576.125000 Penalty: 4305.444824
	Iteration 70Q: 3 clusters Score -1090576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1090580.000000 Penalty: 4305.444824
	Iteration 71Q: 3 clusters Score -1090580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1090582.625000 Penalty: 4305.444824
	Iteration 72Q: 3 clusters Score -1090583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1090586.750000 Penalty: 4305.444824
	Iteration 73Q: 3 clusters Score -1090587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1090592.000000 Penalty: 4305.444824
	Iteration 74Q: 3 clusters Score -1090592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1090595.875000 Penalty: 4305.444824
	Iteration 75Q: 3 clusters Score -1090596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1090600.625000 Penalty: 4305.444824
	Iteration 76Q: 3 clusters Score -1090601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1090604.375000 Penalty: 4305.444824
	Iteration 77Q: 3 clusters Score -1090604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1090606.625000 Penalty: 4305.444824
	Iteration 78Q: 3 clusters Score -1090607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1090607.500000 Penalty: 4305.444824
	Iteration 79Q: 3 clusters Score -1090608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1090616.375000 Penalty: 4305.444824
	Iteration 80F: 3 clusters Score -1090616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1090614.375000 Penalty: 4305.444824
	Iteration 81Q: 3 clusters Score -1090614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1090614.500000 Penalty: 4305.444824
	Iteration 82Q: 3 clusters Score -1090614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1090614.500000 Penalty: 4305.444824
	Iteration 83F: 3 clusters Score -1090614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -94473.664062 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -94473.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -92908.085938 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -92908.09 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93076.570312 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -93076.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -93152.820312 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -93152.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93166.320312 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -93166.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93172.703125 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -93172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -93175.101562 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -93175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -93175.101562 Penalty: 3116.004150
	Iteration 6F: 3 clusters Score -93175.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -451370.625000 Penalty: 1941.945557
	Iteration 0F: 2 clusters Score -451370.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -448391.906250 Penalty: 3883.891113
	Iteration 0F: 3 clusters Score -448391.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -448980.093750 Penalty: 3883.891113
	Iteration 1F: 3 clusters Score -448980.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -449117.343750 Penalty: 3883.891113
	Iteration 2F: 3 clusters Score -449117.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -449192.375000 Penalty: 3883.891113
	Iteration 3Q: 3 clusters Score -449192.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -449236.437500 Penalty: 3883.891113
	Iteration 4Q: 3 clusters Score -449236.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -449273.437500 Penalty: 3883.891113
	Iteration 5Q: 3 clusters Score -449273.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -449299.593750 Penalty: 3883.891113
	Iteration 6Q: 3 clusters Score -449299.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -449313.875000 Penalty: 3883.891113
	Iteration 7Q: 3 clusters Score -449313.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -449324.875000 Penalty: 3883.891113
	Iteration 8Q: 3 clusters Score -449324.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -449334.531250 Penalty: 3883.891113
	Iteration 9Q: 3 clusters Score -449334.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -449342.156250 Penalty: 3883.891113
	Iteration 10Q: 3 clusters Score -449342.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -449351.031250 Penalty: 3883.891113
	Iteration 11Q: 3 clusters Score -449351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -449360.968750 Penalty: 3883.891113
	Iteration 12Q: 3 clusters Score -449361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -449371.906250 Penalty: 3883.891113
	Iteration 13Q: 3 clusters Score -449371.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -449380.343750 Penalty: 3883.891113
	Iteration 14Q: 3 clusters Score -449380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -449384.656250 Penalty: 3883.891113
	Iteration 15Q: 3 clusters Score -449384.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -449392.843750 Penalty: 3883.891113
	Iteration 16Q: 3 clusters Score -449392.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -449397.500000 Penalty: 3883.891113
	Iteration 17Q: 3 clusters Score -449397.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -449404.906250 Penalty: 3883.891113
	Iteration 18Q: 3 clusters Score -449404.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -449412.906250 Penalty: 3883.891113
	Iteration 19Q: 3 clusters Score -449412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -449419.406250 Penalty: 3883.891113
	Iteration 20F: 3 clusters Score -449419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -449425.593750 Penalty: 3883.891113
	Iteration 21Q: 3 clusters Score -449425.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -449432.656250 Penalty: 3883.891113
	Iteration 22Q: 3 clusters Score -449432.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -449441.031250 Penalty: 3883.891113
	Iteration 23Q: 3 clusters Score -449441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -449449.218750 Penalty: 3883.891113
	Iteration 24Q: 3 clusters Score -449449.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -449461.468750 Penalty: 3883.891113
	Iteration 25Q: 3 clusters Score -449461.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -449471.187500 Penalty: 3883.891113
	Iteration 26Q: 3 clusters Score -449471.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -449480.562500 Penalty: 3883.891113
	Iteration 27Q: 3 clusters Score -449480.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -449489.343750 Penalty: 3883.891113
	Iteration 28Q: 3 clusters Score -449489.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -449494.750000 Penalty: 3883.891113
	Iteration 29Q: 3 clusters Score -449494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -449497.687500 Penalty: 3883.891113
	Iteration 30Q: 3 clusters Score -449497.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -449502.312500 Penalty: 3883.891113
	Iteration 31Q: 3 clusters Score -449502.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -449503.937500 Penalty: 3883.891113
	Iteration 32Q: 3 clusters Score -449503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -449505.031250 Penalty: 3883.891113
	Iteration 33Q: 3 clusters Score -449505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -449505.750000 Penalty: 3883.891113
	Iteration 34Q: 3 clusters Score -449505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -449505.750000 Penalty: 3883.891113
	Iteration 35F: 3 clusters Score -449505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -182977.812500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -182977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -180951.656250 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -180951.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -181300.375000 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -181300.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -181417.953125 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -181418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -181470.234375 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -181470.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -181496.937500 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -181496.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -181514.906250 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -181514.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -181525.734375 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -181525.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -181537.015625 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -181537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -181542.265625 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -181542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -181554.703125 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -181554.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -181575.531250 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -181575.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -181591.484375 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -181591.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -181609.187500 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -181609.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -181628.187500 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -181628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -181638.515625 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -181638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181647.812500 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -181647.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -181657.343750 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -181657.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -181659.500000 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -181659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -181662.000000 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -181662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -181662.000000 Penalty: 3478.902100
	Iteration 19F: 3 clusters Score -181662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -94991.578125 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -94991.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93476.171875 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -93476.17 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -93837.132812 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -93837.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -94000.101562 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -94000.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94105.382812 Penalty: 3155.206055
	Iteration 3Q: 3 clusters Score -94105.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -94269.523438 Penalty: 3155.206055
	Iteration 4Q: 3 clusters Score -94269.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -94448.804688 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -94448.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -94675.132812 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -94675.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94761.742188 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -94761.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -94785.687500 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -94785.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -94807.265625 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -94807.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -94812.687500 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -94812.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -94818.320312 Penalty: 3155.206055
	Iteration 11Q: 3 clusters Score -94818.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94824.382812 Penalty: 3155.206055
	Iteration 12Q: 3 clusters Score -94824.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -94834.125000 Penalty: 3155.206055
	Iteration 13Q: 3 clusters Score -94834.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -94838.179688 Penalty: 3155.206055
	Iteration 14Q: 3 clusters Score -94838.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94839.234375 Penalty: 3155.206055
	Iteration 15Q: 3 clusters Score -94839.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94841.476562 Penalty: 3155.206055
	Iteration 16F: 3 clusters Score -94841.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -94850.000000 Penalty: 3155.206055
	Iteration 17Q: 3 clusters Score -94850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -94850.000000 Penalty: 3155.206055
	Iteration 18F: 3 clusters Score -94850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -303060.937500 Penalty: 1850.914062
	Iteration 0F: 2 clusters Score -303060.9 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 840 members 
Entering Unmasked Estep 
Score: -300627.250000 Penalty: 3701.828125
	Iteration 0F: 3 clusters Score -300627.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -301028.281250 Penalty: 3701.828125
	Iteration 1F: 3 clusters Score -301028.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -301153.812500 Penalty: 3701.828125
	Iteration 2F: 3 clusters Score -301153.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -301226.281250 Penalty: 3701.828125
	Iteration 3Q: 3 clusters Score -301226.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -301266.031250 Penalty: 3701.828125
	Iteration 4Q: 3 clusters Score -301266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -301294.281250 Penalty: 3701.828125
	Iteration 5Q: 3 clusters Score -301294.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -301319.187500 Penalty: 3701.828125
	Iteration 6Q: 3 clusters Score -301319.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -301335.343750 Penalty: 3701.828125
	Iteration 7Q: 3 clusters Score -301335.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -301355.781250 Penalty: 3701.828125
	Iteration 8Q: 3 clusters Score -301355.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -301372.375000 Penalty: 3701.828125
	Iteration 9Q: 3 clusters Score -301372.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -301390.062500 Penalty: 3701.828125
	Iteration 10Q: 3 clusters Score -301390.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -301402.468750 Penalty: 3701.828125
	Iteration 11Q: 3 clusters Score -301402.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -301411.062500 Penalty: 3701.828125
	Iteration 12Q: 3 clusters Score -301411.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -301419.937500 Penalty: 3701.828125
	Iteration 13Q: 3 clusters Score -301419.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -301426.031250 Penalty: 3701.828125
	Iteration 14Q: 3 clusters Score -301426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -301433.968750 Penalty: 3701.828125
	Iteration 15Q: 3 clusters Score -301434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -301441.875000 Penalty: 3701.828125
	Iteration 16Q: 3 clusters Score -301441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -301446.875000 Penalty: 3701.828125
	Iteration 17Q: 3 clusters Score -301446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -301449.156250 Penalty: 3701.828125
	Iteration 18Q: 3 clusters Score -301449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -301450.031250 Penalty: 3701.828125
	Iteration 19Q: 3 clusters Score -301450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -301451.125000 Penalty: 3701.828125
	Iteration 20F: 3 clusters Score -301451.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -301451.718750 Penalty: 3701.828125
	Iteration 21Q: 3 clusters Score -301451.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -301451.718750 Penalty: 3701.828125
	Iteration 22F: 3 clusters Score -301451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Entering Unmasked Estep 
Score: -561853.125000 Penalty: 1987.062866
	Iteration 0F: 2 clusters Score -561853.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -558635.500000 Penalty: 3974.125732
	Iteration 0F: 3 clusters Score -558635.5 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -559253.000000 Penalty: 3974.125732
	Iteration 1F: 3 clusters Score -559253 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -559402.500000 Penalty: 3974.125732
	Iteration 2F: 3 clusters Score -559402.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -559482.625000 Penalty: 3974.125732
	Iteration 3Q: 3 clusters Score -559482.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -559519.125000 Penalty: 3974.125732
	Iteration 4Q: 3 clusters Score -559519.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -559539.562500 Penalty: 3974.125732
	Iteration 5Q: 3 clusters Score -559539.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -559555.250000 Penalty: 3974.125732
	Iteration 6Q: 3 clusters Score -559555.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -559569.250000 Penalty: 3974.125732
	Iteration 7Q: 3 clusters Score -559569.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -559582.312500 Penalty: 3974.125732
	Iteration 8Q: 3 clusters Score -559582.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -559587.937500 Penalty: 3974.125732
	Iteration 9Q: 3 clusters Score -559587.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -559592.187500 Penalty: 3974.125732
	Iteration 10Q: 3 clusters Score -559592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -559597.625000 Penalty: 3974.125732
	Iteration 11Q: 3 clusters Score -559597.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -559603.625000 Penalty: 3974.125732
	Iteration 12Q: 3 clusters Score -559603.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -559607.000000 Penalty: 3974.125732
	Iteration 13Q: 3 clusters Score -559607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -559609.062500 Penalty: 3974.125732
	Iteration 14Q: 3 clusters Score -559609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -559611.062500 Penalty: 3974.125732
	Iteration 15Q: 3 clusters Score -559611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -559611.125000 Penalty: 3974.125732
	Iteration 16Q: 3 clusters Score -559611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -559611.000000 Penalty: 3974.125732
	Iteration 17Q: 3 clusters Score -559611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -559612.687500 Penalty: 3974.125732
	Iteration 18Q: 3 clusters Score -559612.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -559612.687500 Penalty: 3974.125732
	Iteration 19F: 3 clusters Score -559612.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -110828.812500 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -110828.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -109232.617188 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -109232.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -109445.328125 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -109445.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -109537.632812 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -109537.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -109577.500000 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -109577.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109585.148438 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -109585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -109587.851562 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -109587.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -109595.203125 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -109595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -109603.710938 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -109603.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109610.554688 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -109610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -109622.484375 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -109622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -109627.898438 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -109627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109632.250000 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -109632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109632.250000 Penalty: 3194.709473
	Iteration 12F: 3 clusters Score -109632.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Entering Unmasked Estep 
Score: -7892264.500000 Penalty: 2643.315186
	Iteration 0F: 2 clusters Score -7892264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -7864016.000000 Penalty: 5286.630371
	Iteration 0F: 3 clusters Score -7864016 nChanged 19552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -7874666.000000 Penalty: 5286.630371
	Iteration 1F: 3 clusters Score -7874666 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -7875309.500000 Penalty: 5286.630371
	Iteration 2Q: 3 clusters Score -7875310 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -7876095.500000 Penalty: 5286.630371
	Iteration 3Q: 3 clusters Score -7876096 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -7877239.000000 Penalty: 5286.630371
	Iteration 4Q: 3 clusters Score -7877239 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -7878735.000000 Penalty: 5286.630371
	Iteration 5F: 3 clusters Score -7878735 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -7880403.500000 Penalty: 5286.630371
	Iteration 6F: 3 clusters Score -7880404 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -7882110.500000 Penalty: 5286.630371
	Iteration 7F: 3 clusters Score -7882110 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -7883754.500000 Penalty: 5286.630371
	Iteration 8F: 3 clusters Score -7883754 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -7885405.500000 Penalty: 5286.630371
	Iteration 9F: 3 clusters Score -7885406 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -7887020.500000 Penalty: 5286.630371
	Iteration 10F: 3 clusters Score -7887020 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -7888298.000000 Penalty: 5286.630371
	Iteration 11Q: 3 clusters Score -7888298 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -7889140.500000 Penalty: 5286.630371
	Iteration 12Q: 3 clusters Score -7889140 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -7889767.500000 Penalty: 5286.630371
	Iteration 13Q: 3 clusters Score -7889768 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -7890084.500000 Penalty: 5286.630371
	Iteration 14Q: 3 clusters Score -7890084 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -7890238.000000 Penalty: 5286.630371
	Iteration 15Q: 3 clusters Score -7890238 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -7890395.500000 Penalty: 5286.630371
	Iteration 16Q: 3 clusters Score -7890396 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -7890488.000000 Penalty: 5286.630371
	Iteration 17Q: 3 clusters Score -7890488 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -7890569.000000 Penalty: 5286.630371
	Iteration 18Q: 3 clusters Score -7890569 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -7890618.500000 Penalty: 5286.630371
	Iteration 19Q: 3 clusters Score -7890618 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -7890649.000000 Penalty: 5286.630371
	Iteration 20F: 3 clusters Score -7890649 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -7890700.500000 Penalty: 5286.630371
	Iteration 21Q: 3 clusters Score -7890700 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -7890740.000000 Penalty: 5286.630371
	Iteration 22Q: 3 clusters Score -7890740 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -7890772.500000 Penalty: 5286.630371
	Iteration 23Q: 3 clusters Score -7890772 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -7890842.500000 Penalty: 5286.630371
	Iteration 24Q: 3 clusters Score -7890842 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -7890891.000000 Penalty: 5286.630371
	Iteration 25Q: 3 clusters Score -7890891 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -7890908.000000 Penalty: 5286.630371
	Iteration 26Q: 3 clusters Score -7890908 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -7890961.500000 Penalty: 5286.630371
	Iteration 27Q: 3 clusters Score -7890962 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -7890990.500000 Penalty: 5286.630371
	Iteration 28Q: 3 clusters Score -7890990 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7891049.000000 Penalty: 5286.630371
	Iteration 29Q: 3 clusters Score -7891049 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -7891070.500000 Penalty: 5286.630371
	Iteration 30Q: 3 clusters Score -7891070 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -7891098.500000 Penalty: 5286.630371
	Iteration 31Q: 3 clusters Score -7891098 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -7891151.000000 Penalty: 5286.630371
	Iteration 32Q: 3 clusters Score -7891151 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -7891182.500000 Penalty: 5286.630371
	Iteration 33Q: 3 clusters Score -7891182 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -7891214.000000 Penalty: 5286.630371
	Iteration 34Q: 3 clusters Score -7891214 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -7891228.000000 Penalty: 5286.630371
	Iteration 35Q: 3 clusters Score -7891228 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -7891240.500000 Penalty: 5286.630371
	Iteration 36Q: 3 clusters Score -7891240 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -7891255.000000 Penalty: 5286.630371
	Iteration 37Q: 3 clusters Score -7891255 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -7891279.500000 Penalty: 5286.630371
	Iteration 38Q: 3 clusters Score -7891280 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -7891310.000000 Penalty: 5286.630371
	Iteration 39Q: 3 clusters Score -7891310 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -7891362.000000 Penalty: 5286.630371
	Iteration 40F: 3 clusters Score -7891362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -7891384.500000 Penalty: 5286.630371
	Iteration 41Q: 3 clusters Score -7891384 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -7891415.500000 Penalty: 5286.630371
	Iteration 42Q: 3 clusters Score -7891416 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -7891412.000000 Penalty: 5286.630371
	Iteration 43Q: 3 clusters Score -7891412 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -7891404.000000 Penalty: 5286.630371
	Iteration 44Q: 3 clusters Score -7891404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -7891417.000000 Penalty: 5286.630371
	Iteration 45Q: 3 clusters Score -7891417 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -7891431.500000 Penalty: 5286.630371
	Iteration 46Q: 3 clusters Score -7891432 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -7891448.500000 Penalty: 5286.630371
	Iteration 47Q: 3 clusters Score -7891448 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -7891447.000000 Penalty: 5286.630371
	Iteration 48Q: 3 clusters Score -7891447 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -7891454.500000 Penalty: 5286.630371
	Iteration 49Q: 3 clusters Score -7891454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -7891439.000000 Penalty: 5286.630371
	Iteration 50Q: 3 clusters Score -7891439 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -7891450.000000 Penalty: 5286.630371
	Iteration 51Q: 3 clusters Score -7891450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -7891471.500000 Penalty: 5286.630371
	Iteration 52Q: 3 clusters Score -7891472 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -7891484.500000 Penalty: 5286.630371
	Iteration 53Q: 3 clusters Score -7891484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -7891490.500000 Penalty: 5286.630371
	Iteration 54Q: 3 clusters Score -7891490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -7891502.000000 Penalty: 5286.630371
	Iteration 55Q: 3 clusters Score -7891502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -7891500.000000 Penalty: 5286.630371
	Iteration 56Q: 3 clusters Score -7891500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -7891505.000000 Penalty: 5286.630371
	Iteration 57Q: 3 clusters Score -7891505 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -7891497.500000 Penalty: 5286.630371
	Iteration 58Q: 3 clusters Score -7891498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -7891498.000000 Penalty: 5286.630371
	Iteration 59Q: 3 clusters Score -7891498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -7891499.500000 Penalty: 5286.630371
	Iteration 60F: 3 clusters Score -7891500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -7891522.000000 Penalty: 5286.630371
	Iteration 61Q: 3 clusters Score -7891522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -7891510.000000 Penalty: 5286.630371
	Iteration 62Q: 3 clusters Score -7891510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -7891519.500000 Penalty: 5286.630371
	Iteration 63Q: 3 clusters Score -7891520 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -7891544.500000 Penalty: 5286.630371
	Iteration 64Q: 3 clusters Score -7891544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -7891547.000000 Penalty: 5286.630371
	Iteration 65Q: 3 clusters Score -7891547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -7891550.000000 Penalty: 5286.630371
	Iteration 66Q: 3 clusters Score -7891550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -7891565.500000 Penalty: 5286.630371
	Iteration 67Q: 3 clusters Score -7891566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -7891565.500000 Penalty: 5286.630371
	Iteration 68Q: 3 clusters Score -7891566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -7891571.500000 Penalty: 5286.630371
	Iteration 69Q: 3 clusters Score -7891572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -7891583.000000 Penalty: 5286.630371
	Iteration 70Q: 3 clusters Score -7891583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -7891582.500000 Penalty: 5286.630371
	Iteration 71Q: 3 clusters Score -7891582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -7891593.500000 Penalty: 5286.630371
	Iteration 72Q: 3 clusters Score -7891594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -7891587.500000 Penalty: 5286.630371
	Iteration 73Q: 3 clusters Score -7891588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -7891593.500000 Penalty: 5286.630371
	Iteration 74Q: 3 clusters Score -7891594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -7891593.000000 Penalty: 5286.630371
	Iteration 75Q: 3 clusters Score -7891593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -7891595.500000 Penalty: 5286.630371
	Iteration 76Q: 3 clusters Score -7891596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -7891590.000000 Penalty: 5286.630371
	Iteration 77Q: 3 clusters Score -7891590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -7891590.000000 Penalty: 5286.630371
	Iteration 78Q: 3 clusters Score -7891590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -7891594.000000 Penalty: 5286.630371
	Iteration 79Q: 3 clusters Score -7891594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -7891599.500000 Penalty: 5286.630371
	Iteration 80F: 3 clusters Score -7891600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -7891599.500000 Penalty: 5286.630371
	Iteration 81Q: 3 clusters Score -7891600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -7891607.000000 Penalty: 5286.630371
	Iteration 82Q: 3 clusters Score -7891607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -7891609.000000 Penalty: 5286.630371
	Iteration 83Q: 3 clusters Score -7891609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -7891611.500000 Penalty: 5286.630371
	Iteration 84Q: 3 clusters Score -7891612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -7891606.000000 Penalty: 5286.630371
	Iteration 85Q: 3 clusters Score -7891606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -7891608.000000 Penalty: 5286.630371
	Iteration 86Q: 3 clusters Score -7891608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -7891602.500000 Penalty: 5286.630371
	Iteration 87Q: 3 clusters Score -7891602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -7891609.000000 Penalty: 5286.630371
	Iteration 88Q: 3 clusters Score -7891609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -7891615.000000 Penalty: 5286.630371
	Iteration 89Q: 3 clusters Score -7891615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -7891620.000000 Penalty: 5286.630371
	Iteration 90Q: 3 clusters Score -7891620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -7891626.000000 Penalty: 5286.630371
	Iteration 91Q: 3 clusters Score -7891626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -7891608.500000 Penalty: 5286.630371
	Iteration 92Q: 3 clusters Score -7891608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -7891609.500000 Penalty: 5286.630371
	Iteration 93Q: 3 clusters Score -7891610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -7891616.000000 Penalty: 5286.630371
	Iteration 94Q: 3 clusters Score -7891616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -7891619.000000 Penalty: 5286.630371
	Iteration 95Q: 3 clusters Score -7891619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -7891624.000000 Penalty: 5286.630371
	Iteration 96Q: 3 clusters Score -7891624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -7891633.500000 Penalty: 5286.630371
	Iteration 97Q: 3 clusters Score -7891634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7891625.000000 Penalty: 5286.630371
	Iteration 98Q: 3 clusters Score -7891625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -7891622.500000 Penalty: 5286.630371
	Iteration 99Q: 3 clusters Score -7891622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -7891622.500000 Penalty: 5286.630371
	Iteration 100F: 3 clusters Score -7891622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -7891615.000000 Penalty: 5286.630371
	Iteration 101Q: 3 clusters Score -7891615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -7891615.000000 Penalty: 5286.630371
	Iteration 102Q: 3 clusters Score -7891615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -7891615.000000 Penalty: 5286.630371
	Iteration 103F: 3 clusters Score -7891615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -44488.675781 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -44488.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43235.378906 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -43235.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43322.441406 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -43322.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43374.671875 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -43374.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43384.410156 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -43384.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43386.312500 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -43386.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43386.312500 Penalty: 2763.788330
	Iteration 5F: 3 clusters Score -43386.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Entering Unmasked Estep 
Score: -8401464.000000 Penalty: 2658.434570
	Iteration 0F: 2 clusters Score -8401464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -8372250.500000 Penalty: 5316.869141
	Iteration 0F: 3 clusters Score -8372250 nChanged 20951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -8383665.500000 Penalty: 5316.869141
	Iteration 1F: 3 clusters Score -8383666 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -8384240.000000 Penalty: 5316.869141
	Iteration 2Q: 3 clusters Score -8384240 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -8384913.000000 Penalty: 5316.869141
	Iteration 3Q: 3 clusters Score -8384913 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -8385841.000000 Penalty: 5316.869141
	Iteration 4Q: 3 clusters Score -8385841 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -8387213.500000 Penalty: 5316.869141
	Iteration 5F: 3 clusters Score -8387214 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -8389519.000000 Penalty: 5316.869141
	Iteration 6F: 3 clusters Score -8389519 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -8392680.000000 Penalty: 5316.869141
	Iteration 7F: 3 clusters Score -8392680 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -8395842.000000 Penalty: 5316.869141
	Iteration 8F: 3 clusters Score -8395842 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -8398324.000000 Penalty: 5316.869141
	Iteration 9Q: 3 clusters Score -8398324 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -8399940.000000 Penalty: 5316.869141
	Iteration 10Q: 3 clusters Score -8399940 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -8400466.000000 Penalty: 5316.869141
	Iteration 11Q: 3 clusters Score -8400466 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -8400572.000000 Penalty: 5316.869141
	Iteration 12Q: 3 clusters Score -8400572 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -8400628.000000 Penalty: 5316.869141
	Iteration 13Q: 3 clusters Score -8400628 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -8400660.000000 Penalty: 5316.869141
	Iteration 14Q: 3 clusters Score -8400660 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -8400658.000000 Penalty: 5316.869141
	Iteration 15Q: 3 clusters Score -8400658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -8400662.000000 Penalty: 5316.869141
	Iteration 16Q: 3 clusters Score -8400662 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -8400652.000000 Penalty: 5316.869141
	Iteration 17Q: 3 clusters Score -8400652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -8400670.000000 Penalty: 5316.869141
	Iteration 18Q: 3 clusters Score -8400670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -8400655.000000 Penalty: 5316.869141
	Iteration 19Q: 3 clusters Score -8400655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -8400655.000000 Penalty: 5316.869141
	Iteration 20F: 3 clusters Score -8400655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -8400657.000000 Penalty: 5316.869141
	Iteration 21Q: 3 clusters Score -8400657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -8400665.000000 Penalty: 5316.869141
	Iteration 22Q: 3 clusters Score -8400665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -8400663.000000 Penalty: 5316.869141
	Iteration 23Q: 3 clusters Score -8400663 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -8400632.000000 Penalty: 5316.869141
	Iteration 24Q: 3 clusters Score -8400632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -8400636.000000 Penalty: 5316.869141
	Iteration 25Q: 3 clusters Score -8400636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -8400623.000000 Penalty: 5316.869141
	Iteration 26Q: 3 clusters Score -8400623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -8400614.000000 Penalty: 5316.869141
	Iteration 27Q: 3 clusters Score -8400614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -8400627.000000 Penalty: 5316.869141
	Iteration 28Q: 3 clusters Score -8400627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -8400613.000000 Penalty: 5316.869141
	Iteration 29Q: 3 clusters Score -8400613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -8400611.000000 Penalty: 5316.869141
	Iteration 30Q: 3 clusters Score -8400611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -8400611.000000 Penalty: 5316.869141
	Iteration 31Q: 3 clusters Score -8400611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -8400615.000000 Penalty: 5316.869141
	Iteration 32Q: 3 clusters Score -8400615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -8400599.000000 Penalty: 5316.869141
	Iteration 33Q: 3 clusters Score -8400599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -8400597.000000 Penalty: 5316.869141
	Iteration 34Q: 3 clusters Score -8400597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -8400609.000000 Penalty: 5316.869141
	Iteration 35Q: 3 clusters Score -8400609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -8400601.000000 Penalty: 5316.869141
	Iteration 36Q: 3 clusters Score -8400601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -8400600.000000 Penalty: 5316.869141
	Iteration 37Q: 3 clusters Score -8400600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -8400597.000000 Penalty: 5316.869141
	Iteration 38Q: 3 clusters Score -8400597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -8400594.000000 Penalty: 5316.869141
	Iteration 39Q: 3 clusters Score -8400594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -8400595.000000 Penalty: 5316.869141
	Iteration 40F: 3 clusters Score -8400595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -8400596.000000 Penalty: 5316.869141
	Iteration 41Q: 3 clusters Score -8400596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -8400604.000000 Penalty: 5316.869141
	Iteration 42Q: 3 clusters Score -8400604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -8400600.000000 Penalty: 5316.869141
	Iteration 43Q: 3 clusters Score -8400600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -8400592.000000 Penalty: 5316.869141
	Iteration 44Q: 3 clusters Score -8400592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -8400598.000000 Penalty: 5316.869141
	Iteration 45Q: 3 clusters Score -8400598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -8400584.000000 Penalty: 5316.869141
	Iteration 46Q: 3 clusters Score -8400584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -8400580.000000 Penalty: 5316.869141
	Iteration 47Q: 3 clusters Score -8400580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -8400579.000000 Penalty: 5316.869141
	Iteration 48Q: 3 clusters Score -8400579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -8400576.000000 Penalty: 5316.869141
	Iteration 49Q: 3 clusters Score -8400576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -8400572.000000 Penalty: 5316.869141
	Iteration 50Q: 3 clusters Score -8400572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -8400581.000000 Penalty: 5316.869141
	Iteration 51Q: 3 clusters Score -8400581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -8400578.000000 Penalty: 5316.869141
	Iteration 52Q: 3 clusters Score -8400578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -8400576.000000 Penalty: 5316.869141
	Iteration 53Q: 3 clusters Score -8400576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -8400578.000000 Penalty: 5316.869141
	Iteration 54Q: 3 clusters Score -8400578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -8400581.000000 Penalty: 5316.869141
	Iteration 55Q: 3 clusters Score -8400581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -8400573.000000 Penalty: 5316.869141
	Iteration 56Q: 3 clusters Score -8400573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -8400571.000000 Penalty: 5316.869141
	Iteration 57Q: 3 clusters Score -8400571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -8400567.000000 Penalty: 5316.869141
	Iteration 58Q: 3 clusters Score -8400567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -8400561.000000 Penalty: 5316.869141
	Iteration 59Q: 3 clusters Score -8400561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -8400550.000000 Penalty: 5316.869141
	Iteration 60F: 3 clusters Score -8400550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -8400546.000000 Penalty: 5316.869141
	Iteration 61Q: 3 clusters Score -8400546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -8400551.000000 Penalty: 5316.869141
	Iteration 62Q: 3 clusters Score -8400551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -8400548.000000 Penalty: 5316.869141
	Iteration 63Q: 3 clusters Score -8400548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -8400558.000000 Penalty: 5316.869141
	Iteration 64Q: 3 clusters Score -8400558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -8400551.000000 Penalty: 5316.869141
	Iteration 65Q: 3 clusters Score -8400551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -8400549.000000 Penalty: 5316.869141
	Iteration 66Q: 3 clusters Score -8400549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -8400567.000000 Penalty: 5316.869141
	Iteration 67Q: 3 clusters Score -8400567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -8400555.000000 Penalty: 5316.869141
	Iteration 68Q: 3 clusters Score -8400555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -8400551.000000 Penalty: 5316.869141
	Iteration 69Q: 3 clusters Score -8400551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -8400541.000000 Penalty: 5316.869141
	Iteration 70Q: 3 clusters Score -8400541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -8400551.000000 Penalty: 5316.869141
	Iteration 71Q: 3 clusters Score -8400551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -8400545.000000 Penalty: 5316.869141
	Iteration 72Q: 3 clusters Score -8400545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -8400549.000000 Penalty: 5316.869141
	Iteration 73Q: 3 clusters Score -8400549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -8400542.000000 Penalty: 5316.869141
	Iteration 74Q: 3 clusters Score -8400542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -8400547.000000 Penalty: 5316.869141
	Iteration 75Q: 3 clusters Score -8400547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -8400555.000000 Penalty: 5316.869141
	Iteration 76Q: 3 clusters Score -8400555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -8400548.000000 Penalty: 5316.869141
	Iteration 77Q: 3 clusters Score -8400548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -8400541.000000 Penalty: 5316.869141
	Iteration 78Q: 3 clusters Score -8400541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -8400527.000000 Penalty: 5316.869141
	Iteration 79Q: 3 clusters Score -8400527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -8400543.000000 Penalty: 5316.869141
	Iteration 80F: 3 clusters Score -8400543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -8400547.000000 Penalty: 5316.869141
	Iteration 81Q: 3 clusters Score -8400547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -8400529.000000 Penalty: 5316.869141
	Iteration 82Q: 3 clusters Score -8400529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -8400551.000000 Penalty: 5316.869141
	Iteration 83Q: 3 clusters Score -8400551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -8400547.000000 Penalty: 5316.869141
	Iteration 84Q: 3 clusters Score -8400547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -8400543.000000 Penalty: 5316.869141
	Iteration 85Q: 3 clusters Score -8400543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -8400543.000000 Penalty: 5316.869141
	Iteration 86Q: 3 clusters Score -8400543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -8400543.000000 Penalty: 5316.869141
	Iteration 87Q: 3 clusters Score -8400543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -8400534.000000 Penalty: 5316.869141
	Iteration 88Q: 3 clusters Score -8400534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -8400539.000000 Penalty: 5316.869141
	Iteration 89Q: 3 clusters Score -8400539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -8400539.000000 Penalty: 5316.869141
	Iteration 90Q: 3 clusters Score -8400539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -8400540.000000 Penalty: 5316.869141
	Iteration 91Q: 3 clusters Score -8400540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -8400537.000000 Penalty: 5316.869141
	Iteration 92Q: 3 clusters Score -8400537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -8400531.000000 Penalty: 5316.869141
	Iteration 93Q: 3 clusters Score -8400531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -8400526.000000 Penalty: 5316.869141
	Iteration 94Q: 3 clusters Score -8400526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -8400516.000000 Penalty: 5316.869141
	Iteration 95Q: 3 clusters Score -8400516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -8400512.000000 Penalty: 5316.869141
	Iteration 96Q: 3 clusters Score -8400512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -8400499.000000 Penalty: 5316.869141
	Iteration 97Q: 3 clusters Score -8400499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -8400495.000000 Penalty: 5316.869141
	Iteration 98Q: 3 clusters Score -8400495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -8400499.000000 Penalty: 5316.869141
	Iteration 99Q: 3 clusters Score -8400499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -8400500.000000 Penalty: 5316.869141
	Iteration 100F: 3 clusters Score -8400500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -8400504.000000 Penalty: 5316.869141
	Iteration 101Q: 3 clusters Score -8400504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -8400489.000000 Penalty: 5316.869141
	Iteration 102Q: 3 clusters Score -8400489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -8400488.000000 Penalty: 5316.869141
	Iteration 103Q: 3 clusters Score -8400488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -8400475.000000 Penalty: 5316.869141
	Iteration 104Q: 3 clusters Score -8400475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -8400482.000000 Penalty: 5316.869141
	Iteration 105Q: 3 clusters Score -8400482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -8400469.000000 Penalty: 5316.869141
	Iteration 106Q: 3 clusters Score -8400469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -8400465.000000 Penalty: 5316.869141
	Iteration 107Q: 3 clusters Score -8400465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -8400471.000000 Penalty: 5316.869141
	Iteration 108Q: 3 clusters Score -8400471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -8400472.000000 Penalty: 5316.869141
	Iteration 109Q: 3 clusters Score -8400472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -8400475.000000 Penalty: 5316.869141
	Iteration 110Q: 3 clusters Score -8400475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -8400480.000000 Penalty: 5316.869141
	Iteration 111Q: 3 clusters Score -8400480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -8400478.000000 Penalty: 5316.869141
	Iteration 112Q: 3 clusters Score -8400478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -8400470.000000 Penalty: 5316.869141
	Iteration 113Q: 3 clusters Score -8400470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -8400466.000000 Penalty: 5316.869141
	Iteration 114Q: 3 clusters Score -8400466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -8400466.000000 Penalty: 5316.869141
	Iteration 115Q: 3 clusters Score -8400466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -8400467.000000 Penalty: 5316.869141
	Iteration 116Q: 3 clusters Score -8400467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -8400464.000000 Penalty: 5316.869141
	Iteration 117Q: 3 clusters Score -8400464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -8400460.000000 Penalty: 5316.869141
	Iteration 118Q: 3 clusters Score -8400460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -8400461.000000 Penalty: 5316.869141
	Iteration 119Q: 3 clusters Score -8400461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -8400457.000000 Penalty: 5316.869141
	Iteration 120F: 3 clusters Score -8400457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -8400463.000000 Penalty: 5316.869141
	Iteration 121Q: 3 clusters Score -8400463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -8400457.000000 Penalty: 5316.869141
	Iteration 122Q: 3 clusters Score -8400457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -8400453.000000 Penalty: 5316.869141
	Iteration 123Q: 3 clusters Score -8400453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -8400456.000000 Penalty: 5316.869141
	Iteration 124Q: 3 clusters Score -8400456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -8400452.000000 Penalty: 5316.869141
	Iteration 125Q: 3 clusters Score -8400452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -8400462.000000 Penalty: 5316.869141
	Iteration 126Q: 3 clusters Score -8400462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -8400459.000000 Penalty: 5316.869141
	Iteration 127Q: 3 clusters Score -8400459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -8400457.000000 Penalty: 5316.869141
	Iteration 128Q: 3 clusters Score -8400457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -8400457.000000 Penalty: 5316.869141
	Iteration 129Q: 3 clusters Score -8400457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -8400466.000000 Penalty: 5316.869141
	Iteration 130Q: 3 clusters Score -8400466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -8400454.000000 Penalty: 5316.869141
	Iteration 131Q: 3 clusters Score -8400454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -8400444.000000 Penalty: 5316.869141
	Iteration 132Q: 3 clusters Score -8400444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -8400439.000000 Penalty: 5316.869141
	Iteration 133Q: 3 clusters Score -8400439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -8400426.000000 Penalty: 5316.869141
	Iteration 134Q: 3 clusters Score -8400426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -8400431.000000 Penalty: 5316.869141
	Iteration 135Q: 3 clusters Score -8400431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -8400434.000000 Penalty: 5316.869141
	Iteration 136Q: 3 clusters Score -8400434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -8400430.000000 Penalty: 5316.869141
	Iteration 137Q: 3 clusters Score -8400430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -8400432.000000 Penalty: 5316.869141
	Iteration 138Q: 3 clusters Score -8400432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -8400440.000000 Penalty: 5316.869141
	Iteration 139Q: 3 clusters Score -8400440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -8400437.000000 Penalty: 5316.869141
	Iteration 140F: 3 clusters Score -8400437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -8400441.000000 Penalty: 5316.869141
	Iteration 141Q: 3 clusters Score -8400441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -8400445.000000 Penalty: 5316.869141
	Iteration 142Q: 3 clusters Score -8400445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -8400451.000000 Penalty: 5316.869141
	Iteration 143Q: 3 clusters Score -8400451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -8400458.000000 Penalty: 5316.869141
	Iteration 144Q: 3 clusters Score -8400458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -8400459.000000 Penalty: 5316.869141
	Iteration 145Q: 3 clusters Score -8400459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -8400458.000000 Penalty: 5316.869141
	Iteration 146Q: 3 clusters Score -8400458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -8400459.000000 Penalty: 5316.869141
	Iteration 147Q: 3 clusters Score -8400459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -8400461.000000 Penalty: 5316.869141
	Iteration 148Q: 3 clusters Score -8400461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -8400456.000000 Penalty: 5316.869141
	Iteration 149Q: 3 clusters Score -8400456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -8400444.000000 Penalty: 5316.869141
	Iteration 150Q: 3 clusters Score -8400444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -8400442.000000 Penalty: 5316.869141
	Iteration 151Q: 3 clusters Score -8400442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -8400431.000000 Penalty: 5316.869141
	Iteration 152Q: 3 clusters Score -8400431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -8400426.000000 Penalty: 5316.869141
	Iteration 153Q: 3 clusters Score -8400426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -8400428.000000 Penalty: 5316.869141
	Iteration 154Q: 3 clusters Score -8400428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -8400420.000000 Penalty: 5316.869141
	Iteration 155Q: 3 clusters Score -8400420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -8400413.000000 Penalty: 5316.869141
	Iteration 156Q: 3 clusters Score -8400413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -8400419.000000 Penalty: 5316.869141
	Iteration 157Q: 3 clusters Score -8400419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -8400414.000000 Penalty: 5316.869141
	Iteration 158Q: 3 clusters Score -8400414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -8400415.000000 Penalty: 5316.869141
	Iteration 159Q: 3 clusters Score -8400415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -8400417.000000 Penalty: 5316.869141
	Iteration 160F: 3 clusters Score -8400417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -8400407.000000 Penalty: 5316.869141
	Iteration 161Q: 3 clusters Score -8400407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -8400404.000000 Penalty: 5316.869141
	Iteration 162Q: 3 clusters Score -8400404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -8400405.000000 Penalty: 5316.869141
	Iteration 163Q: 3 clusters Score -8400405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -8400387.000000 Penalty: 5316.869141
	Iteration 164Q: 3 clusters Score -8400387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -8400386.000000 Penalty: 5316.869141
	Iteration 165Q: 3 clusters Score -8400386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -8400381.000000 Penalty: 5316.869141
	Iteration 166Q: 3 clusters Score -8400381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -8400383.000000 Penalty: 5316.869141
	Iteration 167Q: 3 clusters Score -8400383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -8400372.000000 Penalty: 5316.869141
	Iteration 168Q: 3 clusters Score -8400372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -8400376.000000 Penalty: 5316.869141
	Iteration 169Q: 3 clusters Score -8400376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -8400358.000000 Penalty: 5316.869141
	Iteration 170Q: 3 clusters Score -8400358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -8400350.000000 Penalty: 5316.869141
	Iteration 171Q: 3 clusters Score -8400350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -8400347.000000 Penalty: 5316.869141
	Iteration 172Q: 3 clusters Score -8400347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -8400333.000000 Penalty: 5316.869141
	Iteration 173Q: 3 clusters Score -8400333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -8400337.000000 Penalty: 5316.869141
	Iteration 174Q: 3 clusters Score -8400337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -8400319.000000 Penalty: 5316.869141
	Iteration 175Q: 3 clusters Score -8400319 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -8400308.000000 Penalty: 5316.869141
	Iteration 176Q: 3 clusters Score -8400308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -8400306.000000 Penalty: 5316.869141
	Iteration 177Q: 3 clusters Score -8400306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -8400294.000000 Penalty: 5316.869141
	Iteration 178Q: 3 clusters Score -8400294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -8400298.000000 Penalty: 5316.869141
	Iteration 179Q: 3 clusters Score -8400298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -8400301.000000 Penalty: 5316.869141
	Iteration 180F: 3 clusters Score -8400301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -8400286.000000 Penalty: 5316.869141
	Iteration 181Q: 3 clusters Score -8400286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -8400292.000000 Penalty: 5316.869141
	Iteration 182Q: 3 clusters Score -8400292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -8400281.000000 Penalty: 5316.869141
	Iteration 183Q: 3 clusters Score -8400281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -8400266.000000 Penalty: 5316.869141
	Iteration 184Q: 3 clusters Score -8400266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -8400283.000000 Penalty: 5316.869141
	Iteration 185Q: 3 clusters Score -8400283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -8400279.000000 Penalty: 5316.869141
	Iteration 186Q: 3 clusters Score -8400279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -8400283.000000 Penalty: 5316.869141
	Iteration 187Q: 3 clusters Score -8400283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -8400270.000000 Penalty: 5316.869141
	Iteration 188Q: 3 clusters Score -8400270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -8400259.000000 Penalty: 5316.869141
	Iteration 189Q: 3 clusters Score -8400259 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -8400240.000000 Penalty: 5316.869141
	Iteration 190Q: 3 clusters Score -8400240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -8400236.000000 Penalty: 5316.869141
	Iteration 191Q: 3 clusters Score -8400236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -8400228.000000 Penalty: 5316.869141
	Iteration 192Q: 3 clusters Score -8400228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -8400226.000000 Penalty: 5316.869141
	Iteration 193Q: 3 clusters Score -8400226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -8400204.000000 Penalty: 5316.869141
	Iteration 194Q: 3 clusters Score -8400204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -8400182.000000 Penalty: 5316.869141
	Iteration 195Q: 3 clusters Score -8400182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -8400153.000000 Penalty: 5316.869141
	Iteration 196Q: 3 clusters Score -8400153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -8400132.000000 Penalty: 5316.869141
	Iteration 197Q: 3 clusters Score -8400132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -8400121.000000 Penalty: 5316.869141
	Iteration 198Q: 3 clusters Score -8400121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -8400136.000000 Penalty: 5316.869141
	Iteration 199Q: 3 clusters Score -8400136 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -8400140.000000 Penalty: 5316.869141
	Iteration 200F: 3 clusters Score -8400140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -8400133.000000 Penalty: 5316.869141
	Iteration 201Q: 3 clusters Score -8400133 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -8400127.000000 Penalty: 5316.869141
	Iteration 202Q: 3 clusters Score -8400127 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -8400138.000000 Penalty: 5316.869141
	Iteration 203Q: 3 clusters Score -8400138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -8400118.000000 Penalty: 5316.869141
	Iteration 204Q: 3 clusters Score -8400118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -8400117.000000 Penalty: 5316.869141
	Iteration 205Q: 3 clusters Score -8400117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -8400109.000000 Penalty: 5316.869141
	Iteration 206Q: 3 clusters Score -8400109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -8400109.000000 Penalty: 5316.869141
	Iteration 207Q: 3 clusters Score -8400109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -8400107.000000 Penalty: 5316.869141
	Iteration 208Q: 3 clusters Score -8400107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -8400103.000000 Penalty: 5316.869141
	Iteration 209Q: 3 clusters Score -8400103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -8400102.000000 Penalty: 5316.869141
	Iteration 210Q: 3 clusters Score -8400102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -8400082.000000 Penalty: 5316.869141
	Iteration 211Q: 3 clusters Score -8400082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -8400076.000000 Penalty: 5316.869141
	Iteration 212Q: 3 clusters Score -8400076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -8400081.000000 Penalty: 5316.869141
	Iteration 213Q: 3 clusters Score -8400081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -8400079.000000 Penalty: 5316.869141
	Iteration 214Q: 3 clusters Score -8400079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -8400064.000000 Penalty: 5316.869141
	Iteration 215Q: 3 clusters Score -8400064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -8400044.000000 Penalty: 5316.869141
	Iteration 216Q: 3 clusters Score -8400044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -8400040.000000 Penalty: 5316.869141
	Iteration 217Q: 3 clusters Score -8400040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -8400026.000000 Penalty: 5316.869141
	Iteration 218Q: 3 clusters Score -8400026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -8400015.000000 Penalty: 5316.869141
	Iteration 219Q: 3 clusters Score -8400015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -8400014.000000 Penalty: 5316.869141
	Iteration 220F: 3 clusters Score -8400014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -8400007.000000 Penalty: 5316.869141
	Iteration 221Q: 3 clusters Score -8400007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -8400008.000000 Penalty: 5316.869141
	Iteration 222Q: 3 clusters Score -8400008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -8400015.000000 Penalty: 5316.869141
	Iteration 223Q: 3 clusters Score -8400015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -8400029.000000 Penalty: 5316.869141
	Iteration 224Q: 3 clusters Score -8400029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -8399999.000000 Penalty: 5316.869141
	Iteration 225Q: 3 clusters Score -8399999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -8399996.000000 Penalty: 5316.869141
	Iteration 226Q: 3 clusters Score -8399996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -8400001.000000 Penalty: 5316.869141
	Iteration 227Q: 3 clusters Score -8400001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -8400010.000000 Penalty: 5316.869141
	Iteration 228Q: 3 clusters Score -8400010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -8399983.000000 Penalty: 5316.869141
	Iteration 229Q: 3 clusters Score -8399983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -8399981.000000 Penalty: 5316.869141
	Iteration 230Q: 3 clusters Score -8399981 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -8399978.000000 Penalty: 5316.869141
	Iteration 231Q: 3 clusters Score -8399978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -8399982.000000 Penalty: 5316.869141
	Iteration 232Q: 3 clusters Score -8399982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -8399959.000000 Penalty: 5316.869141
	Iteration 233Q: 3 clusters Score -8399959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -8399959.000000 Penalty: 5316.869141
	Iteration 234Q: 3 clusters Score -8399959 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -8399955.000000 Penalty: 5316.869141
	Iteration 235Q: 3 clusters Score -8399955 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -8399934.000000 Penalty: 5316.869141
	Iteration 236Q: 3 clusters Score -8399934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -8399944.000000 Penalty: 5316.869141
	Iteration 237Q: 3 clusters Score -8399944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -8399923.000000 Penalty: 5316.869141
	Iteration 238Q: 3 clusters Score -8399923 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -8399938.000000 Penalty: 5316.869141
	Iteration 239Q: 3 clusters Score -8399938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -8399929.000000 Penalty: 5316.869141
	Iteration 240F: 3 clusters Score -8399929 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -8399929.000000 Penalty: 5316.869141
	Iteration 241Q: 3 clusters Score -8399929 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -8399934.000000 Penalty: 5316.869141
	Iteration 242Q: 3 clusters Score -8399934 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -8399943.000000 Penalty: 5316.869141
	Iteration 243Q: 3 clusters Score -8399943 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -8399965.000000 Penalty: 5316.869141
	Iteration 244Q: 3 clusters Score -8399965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -8399943.000000 Penalty: 5316.869141
	Iteration 245Q: 3 clusters Score -8399943 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -8399950.000000 Penalty: 5316.869141
	Iteration 246Q: 3 clusters Score -8399950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -8399949.000000 Penalty: 5316.869141
	Iteration 247Q: 3 clusters Score -8399949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -8399935.000000 Penalty: 5316.869141
	Iteration 248Q: 3 clusters Score -8399935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -8399943.000000 Penalty: 5316.869141
	Iteration 249Q: 3 clusters Score -8399943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -8399928.000000 Penalty: 5316.869141
	Iteration 250Q: 3 clusters Score -8399928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -8399925.000000 Penalty: 5316.869141
	Iteration 251Q: 3 clusters Score -8399925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -8399934.000000 Penalty: 5316.869141
	Iteration 252Q: 3 clusters Score -8399934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -8399922.000000 Penalty: 5316.869141
	Iteration 253Q: 3 clusters Score -8399922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -8399928.000000 Penalty: 5316.869141
	Iteration 254Q: 3 clusters Score -8399928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -8399917.000000 Penalty: 5316.869141
	Iteration 255Q: 3 clusters Score -8399917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -8399921.000000 Penalty: 5316.869141
	Iteration 256Q: 3 clusters Score -8399921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -8399927.000000 Penalty: 5316.869141
	Iteration 257Q: 3 clusters Score -8399927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -8399918.000000 Penalty: 5316.869141
	Iteration 258Q: 3 clusters Score -8399918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -8399919.000000 Penalty: 5316.869141
	Iteration 259Q: 3 clusters Score -8399919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -8399915.000000 Penalty: 5316.869141
	Iteration 260F: 3 clusters Score -8399915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -8399918.000000 Penalty: 5316.869141
	Iteration 261Q: 3 clusters Score -8399918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -8399907.000000 Penalty: 5316.869141
	Iteration 262Q: 3 clusters Score -8399907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -8399909.000000 Penalty: 5316.869141
	Iteration 263Q: 3 clusters Score -8399909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -8399901.000000 Penalty: 5316.869141
	Iteration 264Q: 3 clusters Score -8399901 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -8399894.000000 Penalty: 5316.869141
	Iteration 265Q: 3 clusters Score -8399894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -8399878.000000 Penalty: 5316.869141
	Iteration 266Q: 3 clusters Score -8399878 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -8399870.000000 Penalty: 5316.869141
	Iteration 267Q: 3 clusters Score -8399870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -8399883.000000 Penalty: 5316.869141
	Iteration 268Q: 3 clusters Score -8399883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -8399898.000000 Penalty: 5316.869141
	Iteration 269Q: 3 clusters Score -8399898 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -8399879.000000 Penalty: 5316.869141
	Iteration 270Q: 3 clusters Score -8399879 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -8399863.000000 Penalty: 5316.869141
	Iteration 271Q: 3 clusters Score -8399863 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -8399843.000000 Penalty: 5316.869141
	Iteration 272Q: 3 clusters Score -8399843 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -8399820.000000 Penalty: 5316.869141
	Iteration 273Q: 3 clusters Score -8399820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -8399818.000000 Penalty: 5316.869141
	Iteration 274Q: 3 clusters Score -8399818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -8399826.000000 Penalty: 5316.869141
	Iteration 275Q: 3 clusters Score -8399826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -8399828.000000 Penalty: 5316.869141
	Iteration 276Q: 3 clusters Score -8399828 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -8399812.000000 Penalty: 5316.869141
	Iteration 277Q: 3 clusters Score -8399812 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -8399785.000000 Penalty: 5316.869141
	Iteration 278Q: 3 clusters Score -8399785 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -8399768.000000 Penalty: 5316.869141
	Iteration 279Q: 3 clusters Score -8399768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -8399785.000000 Penalty: 5316.869141
	Iteration 280F: 3 clusters Score -8399785 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -8399798.000000 Penalty: 5316.869141
	Iteration 281Q: 3 clusters Score -8399798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -8399784.000000 Penalty: 5316.869141
	Iteration 282Q: 3 clusters Score -8399784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -8399766.000000 Penalty: 5316.869141
	Iteration 283Q: 3 clusters Score -8399766 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -8399762.000000 Penalty: 5316.869141
	Iteration 284Q: 3 clusters Score -8399762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -8399750.000000 Penalty: 5316.869141
	Iteration 285Q: 3 clusters Score -8399750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -8399751.000000 Penalty: 5316.869141
	Iteration 286Q: 3 clusters Score -8399751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -8399752.000000 Penalty: 5316.869141
	Iteration 287Q: 3 clusters Score -8399752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -8399752.000000 Penalty: 5316.869141
	Iteration 288Q: 3 clusters Score -8399752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -8399745.000000 Penalty: 5316.869141
	Iteration 289Q: 3 clusters Score -8399745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -8399765.000000 Penalty: 5316.869141
	Iteration 290Q: 3 clusters Score -8399765 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -8399742.000000 Penalty: 5316.869141
	Iteration 291Q: 3 clusters Score -8399742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -8399738.000000 Penalty: 5316.869141
	Iteration 292Q: 3 clusters Score -8399738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -8399745.000000 Penalty: 5316.869141
	Iteration 293Q: 3 clusters Score -8399745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -8399739.000000 Penalty: 5316.869141
	Iteration 294Q: 3 clusters Score -8399739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -8399721.000000 Penalty: 5316.869141
	Iteration 295Q: 3 clusters Score -8399721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -8399727.000000 Penalty: 5316.869141
	Iteration 296Q: 3 clusters Score -8399727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -8399711.000000 Penalty: 5316.869141
	Iteration 297Q: 3 clusters Score -8399711 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -8399714.000000 Penalty: 5316.869141
	Iteration 298Q: 3 clusters Score -8399714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -8399711.000000 Penalty: 5316.869141
	Iteration 299Q: 3 clusters Score -8399711 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -8399718.000000 Penalty: 5316.869141
	Iteration 300F: 3 clusters Score -8399718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -8399723.000000 Penalty: 5316.869141
	Iteration 301Q: 3 clusters Score -8399723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -8399703.000000 Penalty: 5316.869141
	Iteration 302Q: 3 clusters Score -8399703 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -8399703.000000 Penalty: 5316.869141
	Iteration 303Q: 3 clusters Score -8399703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -8399706.000000 Penalty: 5316.869141
	Iteration 304Q: 3 clusters Score -8399706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -8399703.000000 Penalty: 5316.869141
	Iteration 305Q: 3 clusters Score -8399703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -8399708.000000 Penalty: 5316.869141
	Iteration 306Q: 3 clusters Score -8399708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -8399703.000000 Penalty: 5316.869141
	Iteration 307Q: 3 clusters Score -8399703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -8399710.000000 Penalty: 5316.869141
	Iteration 308Q: 3 clusters Score -8399710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -8399723.000000 Penalty: 5316.869141
	Iteration 309Q: 3 clusters Score -8399723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -8399713.000000 Penalty: 5316.869141
	Iteration 310Q: 3 clusters Score -8399713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -8399717.000000 Penalty: 5316.869141
	Iteration 311Q: 3 clusters Score -8399717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -8399707.000000 Penalty: 5316.869141
	Iteration 312Q: 3 clusters Score -8399707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -8399703.000000 Penalty: 5316.869141
	Iteration 313Q: 3 clusters Score -8399703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -8399705.000000 Penalty: 5316.869141
	Iteration 314Q: 3 clusters Score -8399705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -8399705.000000 Penalty: 5316.869141
	Iteration 315Q: 3 clusters Score -8399705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -8399705.000000 Penalty: 5316.869141
	Iteration 316Q: 3 clusters Score -8399705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -8399700.000000 Penalty: 5316.869141
	Iteration 317Q: 3 clusters Score -8399700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -8399700.000000 Penalty: 5316.869141
	Iteration 318Q: 3 clusters Score -8399700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -8399686.000000 Penalty: 5316.869141
	Iteration 319Q: 3 clusters Score -8399686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -8399694.000000 Penalty: 5316.869141
	Iteration 320F: 3 clusters Score -8399694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -8399673.000000 Penalty: 5316.869141
	Iteration 321Q: 3 clusters Score -8399673 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -8399659.000000 Penalty: 5316.869141
	Iteration 322Q: 3 clusters Score -8399659 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -8399646.000000 Penalty: 5316.869141
	Iteration 323Q: 3 clusters Score -8399646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -8399640.000000 Penalty: 5316.869141
	Iteration 324Q: 3 clusters Score -8399640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -8399631.000000 Penalty: 5316.869141
	Iteration 325Q: 3 clusters Score -8399631 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -8399633.000000 Penalty: 5316.869141
	Iteration 326Q: 3 clusters Score -8399633 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -8399631.000000 Penalty: 5316.869141
	Iteration 327Q: 3 clusters Score -8399631 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -8399607.000000 Penalty: 5316.869141
	Iteration 328Q: 3 clusters Score -8399607 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -8399602.000000 Penalty: 5316.869141
	Iteration 329Q: 3 clusters Score -8399602 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -8399603.000000 Penalty: 5316.869141
	Iteration 330Q: 3 clusters Score -8399603 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -8399586.000000 Penalty: 5316.869141
	Iteration 331Q: 3 clusters Score -8399586 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -8399581.000000 Penalty: 5316.869141
	Iteration 332Q: 3 clusters Score -8399581 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -8399588.000000 Penalty: 5316.869141
	Iteration 333Q: 3 clusters Score -8399588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -8399587.000000 Penalty: 5316.869141
	Iteration 334Q: 3 clusters Score -8399587 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -8399588.000000 Penalty: 5316.869141
	Iteration 335Q: 3 clusters Score -8399588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -8399575.000000 Penalty: 5316.869141
	Iteration 336Q: 3 clusters Score -8399575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -8399568.000000 Penalty: 5316.869141
	Iteration 337Q: 3 clusters Score -8399568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -8399583.000000 Penalty: 5316.869141
	Iteration 338Q: 3 clusters Score -8399583 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -8399565.000000 Penalty: 5316.869141
	Iteration 339Q: 3 clusters Score -8399565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -8399548.000000 Penalty: 5316.869141
	Iteration 340F: 3 clusters Score -8399548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -8399548.000000 Penalty: 5316.869141
	Iteration 341Q: 3 clusters Score -8399548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -8399553.000000 Penalty: 5316.869141
	Iteration 342Q: 3 clusters Score -8399553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -8399551.000000 Penalty: 5316.869141
	Iteration 343Q: 3 clusters Score -8399551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -8399557.000000 Penalty: 5316.869141
	Iteration 344Q: 3 clusters Score -8399557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -8399567.000000 Penalty: 5316.869141
	Iteration 345Q: 3 clusters Score -8399567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -8399562.000000 Penalty: 5316.869141
	Iteration 346Q: 3 clusters Score -8399562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -8399551.000000 Penalty: 5316.869141
	Iteration 347Q: 3 clusters Score -8399551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -8399543.000000 Penalty: 5316.869141
	Iteration 348Q: 3 clusters Score -8399543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -8399557.000000 Penalty: 5316.869141
	Iteration 349Q: 3 clusters Score -8399557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -8399565.000000 Penalty: 5316.869141
	Iteration 350Q: 3 clusters Score -8399565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -8399562.000000 Penalty: 5316.869141
	Iteration 351Q: 3 clusters Score -8399562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -8399554.000000 Penalty: 5316.869141
	Iteration 352Q: 3 clusters Score -8399554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -8399560.000000 Penalty: 5316.869141
	Iteration 353Q: 3 clusters Score -8399560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -8399557.000000 Penalty: 5316.869141
	Iteration 354Q: 3 clusters Score -8399557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -8399554.000000 Penalty: 5316.869141
	Iteration 355Q: 3 clusters Score -8399554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -8399557.000000 Penalty: 5316.869141
	Iteration 356Q: 3 clusters Score -8399557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -8399562.000000 Penalty: 5316.869141
	Iteration 357Q: 3 clusters Score -8399562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -8399564.000000 Penalty: 5316.869141
	Iteration 358Q: 3 clusters Score -8399564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -8399563.000000 Penalty: 5316.869141
	Iteration 359Q: 3 clusters Score -8399563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -8399559.000000 Penalty: 5316.869141
	Iteration 360F: 3 clusters Score -8399559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -8399555.000000 Penalty: 5316.869141
	Iteration 361Q: 3 clusters Score -8399555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -8399536.000000 Penalty: 5316.869141
	Iteration 362Q: 3 clusters Score -8399536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -8399534.000000 Penalty: 5316.869141
	Iteration 363Q: 3 clusters Score -8399534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -8399546.000000 Penalty: 5316.869141
	Iteration 364Q: 3 clusters Score -8399546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -8399540.000000 Penalty: 5316.869141
	Iteration 365Q: 3 clusters Score -8399540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -8399542.000000 Penalty: 5316.869141
	Iteration 366Q: 3 clusters Score -8399542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -8399542.000000 Penalty: 5316.869141
	Iteration 367Q: 3 clusters Score -8399542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -8399546.000000 Penalty: 5316.869141
	Iteration 368Q: 3 clusters Score -8399546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -8399539.000000 Penalty: 5316.869141
	Iteration 369Q: 3 clusters Score -8399539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -8399528.000000 Penalty: 5316.869141
	Iteration 370Q: 3 clusters Score -8399528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -8399539.000000 Penalty: 5316.869141
	Iteration 371Q: 3 clusters Score -8399539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -8399536.000000 Penalty: 5316.869141
	Iteration 372Q: 3 clusters Score -8399536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -8399546.000000 Penalty: 5316.869141
	Iteration 373Q: 3 clusters Score -8399546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -8399554.000000 Penalty: 5316.869141
	Iteration 374Q: 3 clusters Score -8399554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -8399555.000000 Penalty: 5316.869141
	Iteration 375Q: 3 clusters Score -8399555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -8399551.000000 Penalty: 5316.869141
	Iteration 376Q: 3 clusters Score -8399551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -8399542.000000 Penalty: 5316.869141
	Iteration 377Q: 3 clusters Score -8399542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -8399546.000000 Penalty: 5316.869141
	Iteration 378Q: 3 clusters Score -8399546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -8399542.000000 Penalty: 5316.869141
	Iteration 379Q: 3 clusters Score -8399542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -8399553.000000 Penalty: 5316.869141
	Iteration 380F: 3 clusters Score -8399553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -8399554.000000 Penalty: 5316.869141
	Iteration 381Q: 3 clusters Score -8399554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -8399537.000000 Penalty: 5316.869141
	Iteration 382Q: 3 clusters Score -8399537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -8399543.000000 Penalty: 5316.869141
	Iteration 383Q: 3 clusters Score -8399543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -8399538.000000 Penalty: 5316.869141
	Iteration 384Q: 3 clusters Score -8399538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -8399537.000000 Penalty: 5316.869141
	Iteration 385Q: 3 clusters Score -8399537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -8399539.000000 Penalty: 5316.869141
	Iteration 386Q: 3 clusters Score -8399539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -8399538.000000 Penalty: 5316.869141
	Iteration 387Q: 3 clusters Score -8399538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -8399533.000000 Penalty: 5316.869141
	Iteration 388Q: 3 clusters Score -8399533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -8399532.000000 Penalty: 5316.869141
	Iteration 389Q: 3 clusters Score -8399532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -8399539.000000 Penalty: 5316.869141
	Iteration 390Q: 3 clusters Score -8399539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -8399534.000000 Penalty: 5316.869141
	Iteration 391Q: 3 clusters Score -8399534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -8399536.000000 Penalty: 5316.869141
	Iteration 392Q: 3 clusters Score -8399536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -8399539.000000 Penalty: 5316.869141
	Iteration 393Q: 3 clusters Score -8399539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -8399537.000000 Penalty: 5316.869141
	Iteration 394Q: 3 clusters Score -8399537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -8399539.000000 Penalty: 5316.869141
	Iteration 395Q: 3 clusters Score -8399539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -8399547.000000 Penalty: 5316.869141
	Iteration 396Q: 3 clusters Score -8399547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -8399550.000000 Penalty: 5316.869141
	Iteration 397Q: 3 clusters Score -8399550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -8399551.000000 Penalty: 5316.869141
	Iteration 398Q: 3 clusters Score -8399551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -8399548.000000 Penalty: 5316.869141
	Iteration 399Q: 3 clusters Score -8399548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -8399546.000000 Penalty: 5316.869141
	Iteration 400F: 3 clusters Score -8399546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -103548.531250 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -103548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101845.414062 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -101845.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -102493.804688 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -102493.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -102982.179688 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -102982.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103276.671875 Penalty: 3311.208252
	Iteration 3F: 3 clusters Score -103276.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -103426.625000 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -103426.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103495.117188 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -103495.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103542.625000 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -103542.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103569.117188 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -103569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103583.664062 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -103583.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -103599.945312 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -103599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103620.414062 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -103620.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103629.843750 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -103629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103641.296875 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -103641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103648.500000 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -103648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103650.390625 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -103650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103652.226562 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -103652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103652.226562 Penalty: 3311.208252
	Iteration 16F: 3 clusters Score -103652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38760 members 
Mstep: Class 3 contains 41610 members 
Mstep: Class 4 contains 34213 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45487 members 
Mstep: Class 7 contains 44286 members 
Mstep: Class 8 contains 5886 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 3018 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42554 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 45229 members 
Mstep: Class 19 contains 389 members 
Mstep: Class 20 contains 31463 members 
Mstep: Class 21 contains 34956 members 
Mstep: Class 22 contains 41620 members 
Mstep: Class 23 contains 18665 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46989 members 
Mstep: Class 26 contains 48396 members 
Mstep: Class 27 contains 51959 members 
Mstep: Class 28 contains 404 members 
Entering Unmasked Estep 
Score: -106686600.000000 Penalty: 92210.640625
Splitting cluster 19 changes total score from -106688088.000000 to -106686600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (31463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Entering Unmasked Estep 
Score: -5785598.500000 Penalty: 2568.428711
	Iteration 0F: 2 clusters Score -5785598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -5764072.000000 Penalty: 5136.857422
	Iteration 0F: 3 clusters Score -5764072 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -5771801.000000 Penalty: 5136.857422
	Iteration 1F: 3 clusters Score -5771801 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -5772229.500000 Penalty: 5136.857422
	Iteration 2Q: 3 clusters Score -5772230 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -5772672.500000 Penalty: 5136.857422
	Iteration 3Q: 3 clusters Score -5772672 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5773206.000000 Penalty: 5136.857422
	Iteration 4Q: 3 clusters Score -5773206 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -5773944.500000 Penalty: 5136.857422
	Iteration 5Q: 3 clusters Score -5773944 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -5775049.500000 Penalty: 5136.857422
	Iteration 6F: 3 clusters Score -5775050 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -5776756.000000 Penalty: 5136.857422
	Iteration 7F: 3 clusters Score -5776756 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -5778819.000000 Penalty: 5136.857422
	Iteration 8F: 3 clusters Score -5778819 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -5780783.500000 Penalty: 5136.857422
	Iteration 9F: 3 clusters Score -5780784 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -5782088.000000 Penalty: 5136.857422
	Iteration 10Q: 3 clusters Score -5782088 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -5782770.000000 Penalty: 5136.857422
	Iteration 11Q: 3 clusters Score -5782770 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -5783034.000000 Penalty: 5136.857422
	Iteration 12Q: 3 clusters Score -5783034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -5783172.000000 Penalty: 5136.857422
	Iteration 13Q: 3 clusters Score -5783172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -5783241.500000 Penalty: 5136.857422
	Iteration 14Q: 3 clusters Score -5783242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -5783293.000000 Penalty: 5136.857422
	Iteration 15Q: 3 clusters Score -5783293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -5783317.000000 Penalty: 5136.857422
	Iteration 16Q: 3 clusters Score -5783317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -5783339.000000 Penalty: 5136.857422
	Iteration 17Q: 3 clusters Score -5783339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -5783351.500000 Penalty: 5136.857422
	Iteration 18Q: 3 clusters Score -5783352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -5783364.500000 Penalty: 5136.857422
	Iteration 19Q: 3 clusters Score -5783364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -5783375.000000 Penalty: 5136.857422
	Iteration 20F: 3 clusters Score -5783375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -5783382.000000 Penalty: 5136.857422
	Iteration 21Q: 3 clusters Score -5783382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -5783392.500000 Penalty: 5136.857422
	Iteration 22Q: 3 clusters Score -5783392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -5783397.000000 Penalty: 5136.857422
	Iteration 23Q: 3 clusters Score -5783397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -5783398.500000 Penalty: 5136.857422
	Iteration 24Q: 3 clusters Score -5783398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -5783401.500000 Penalty: 5136.857422
	Iteration 25Q: 3 clusters Score -5783402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -5783407.500000 Penalty: 5136.857422
	Iteration 26Q: 3 clusters Score -5783408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -5783404.500000 Penalty: 5136.857422
	Iteration 27Q: 3 clusters Score -5783404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -5783403.500000 Penalty: 5136.857422
	Iteration 28Q: 3 clusters Score -5783404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -5783407.500000 Penalty: 5136.857422
	Iteration 29Q: 3 clusters Score -5783408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -5783413.000000 Penalty: 5136.857422
	Iteration 30Q: 3 clusters Score -5783413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -5783412.000000 Penalty: 5136.857422
	Iteration 31Q: 3 clusters Score -5783412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5783423.000000 Penalty: 5136.857422
	Iteration 32Q: 3 clusters Score -5783423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5783422.500000 Penalty: 5136.857422
	Iteration 33Q: 3 clusters Score -5783422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5783422.500000 Penalty: 5136.857422
	Iteration 34F: 3 clusters Score -5783422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Entering Unmasked Estep 
Score: -6438267.500000 Penalty: 2594.537598
	Iteration 0F: 2 clusters Score -6438268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -6414647.000000 Penalty: 5189.075195
	Iteration 0F: 3 clusters Score -6414647 nChanged 15802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -6423076.000000 Penalty: 5189.075195
	Iteration 1F: 3 clusters Score -6423076 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -6423557.000000 Penalty: 5189.075195
	Iteration 2Q: 3 clusters Score -6423557 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -6423966.500000 Penalty: 5189.075195
	Iteration 3Q: 3 clusters Score -6423966 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -6424370.500000 Penalty: 5189.075195
	Iteration 4Q: 3 clusters Score -6424370 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -6424923.000000 Penalty: 5189.075195
	Iteration 5Q: 3 clusters Score -6424923 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -6425696.000000 Penalty: 5189.075195
	Iteration 6Q: 3 clusters Score -6425696 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -6426935.500000 Penalty: 5189.075195
	Iteration 7F: 3 clusters Score -6426936 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -6428850.500000 Penalty: 5189.075195
	Iteration 8F: 3 clusters Score -6428850 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -6431272.500000 Penalty: 5189.075195
	Iteration 9F: 3 clusters Score -6431272 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -6433419.000000 Penalty: 5189.075195
	Iteration 10F: 3 clusters Score -6433419 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -6434795.500000 Penalty: 5189.075195
	Iteration 11Q: 3 clusters Score -6434796 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -6435442.000000 Penalty: 5189.075195
	Iteration 12Q: 3 clusters Score -6435442 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -6435723.000000 Penalty: 5189.075195
	Iteration 13Q: 3 clusters Score -6435723 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -6435860.500000 Penalty: 5189.075195
	Iteration 14Q: 3 clusters Score -6435860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -6435915.500000 Penalty: 5189.075195
	Iteration 15Q: 3 clusters Score -6435916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -6435940.500000 Penalty: 5189.075195
	Iteration 16Q: 3 clusters Score -6435940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -6435957.500000 Penalty: 5189.075195
	Iteration 17Q: 3 clusters Score -6435958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -6435959.500000 Penalty: 5189.075195
	Iteration 18Q: 3 clusters Score -6435960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -6435969.000000 Penalty: 5189.075195
	Iteration 19Q: 3 clusters Score -6435969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -6435968.500000 Penalty: 5189.075195
	Iteration 20F: 3 clusters Score -6435968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -6435973.000000 Penalty: 5189.075195
	Iteration 21Q: 3 clusters Score -6435973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -6435964.500000 Penalty: 5189.075195
	Iteration 22Q: 3 clusters Score -6435964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -6435970.500000 Penalty: 5189.075195
	Iteration 23Q: 3 clusters Score -6435970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -6435976.500000 Penalty: 5189.075195
	Iteration 24Q: 3 clusters Score -6435976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -6435981.000000 Penalty: 5189.075195
	Iteration 25Q: 3 clusters Score -6435981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -6435979.000000 Penalty: 5189.075195
	Iteration 26Q: 3 clusters Score -6435979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -6435979.000000 Penalty: 5189.075195
	Iteration 27F: 3 clusters Score -6435979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Entering Unmasked Estep 
Score: -7714157.000000 Penalty: 2637.811523
	Iteration 0F: 2 clusters Score -7714157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -7686839.000000 Penalty: 5275.623047
	Iteration 0F: 3 clusters Score -7686839 nChanged 19059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -7697018.500000 Penalty: 5275.623047
	Iteration 1F: 3 clusters Score -7697018 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -7697539.500000 Penalty: 5275.623047
	Iteration 2Q: 3 clusters Score -7697540 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -7697938.500000 Penalty: 5275.623047
	Iteration 3Q: 3 clusters Score -7697938 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -7698278.500000 Penalty: 5275.623047
	Iteration 4Q: 3 clusters Score -7698278 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -7698594.500000 Penalty: 5275.623047
	Iteration 5Q: 3 clusters Score -7698594 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -7698940.500000 Penalty: 5275.623047
	Iteration 6Q: 3 clusters Score -7698940 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -7699282.000000 Penalty: 5275.623047
	Iteration 7Q: 3 clusters Score -7699282 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -7699623.500000 Penalty: 5275.623047
	Iteration 8Q: 3 clusters Score -7699624 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -7699978.500000 Penalty: 5275.623047
	Iteration 9Q: 3 clusters Score -7699978 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -7700568.000000 Penalty: 5275.623047
	Iteration 10Q: 3 clusters Score -7700568 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -7701387.000000 Penalty: 5275.623047
	Iteration 11Q: 3 clusters Score -7701387 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -7702545.000000 Penalty: 5275.623047
	Iteration 12Q: 3 clusters Score -7702545 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -7703716.500000 Penalty: 5275.623047
	Iteration 13Q: 3 clusters Score -7703716 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -7704557.500000 Penalty: 5275.623047
	Iteration 14Q: 3 clusters Score -7704558 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -7704956.500000 Penalty: 5275.623047
	Iteration 15Q: 3 clusters Score -7704956 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -7705085.500000 Penalty: 5275.623047
	Iteration 16Q: 3 clusters Score -7705086 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -7705129.500000 Penalty: 5275.623047
	Iteration 17Q: 3 clusters Score -7705130 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -7705154.000000 Penalty: 5275.623047
	Iteration 18Q: 3 clusters Score -7705154 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -7705166.000000 Penalty: 5275.623047
	Iteration 19Q: 3 clusters Score -7705166 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -7705179.500000 Penalty: 5275.623047
	Iteration 20F: 3 clusters Score -7705180 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -7705188.000000 Penalty: 5275.623047
	Iteration 21Q: 3 clusters Score -7705188 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -7705209.500000 Penalty: 5275.623047
	Iteration 22Q: 3 clusters Score -7705210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -7705214.000000 Penalty: 5275.623047
	Iteration 23Q: 3 clusters Score -7705214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -7705241.500000 Penalty: 5275.623047
	Iteration 24Q: 3 clusters Score -7705242 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -7705235.000000 Penalty: 5275.623047
	Iteration 25Q: 3 clusters Score -7705235 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -7705254.500000 Penalty: 5275.623047
	Iteration 26Q: 3 clusters Score -7705254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -7705280.500000 Penalty: 5275.623047
	Iteration 27Q: 3 clusters Score -7705280 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -7705283.500000 Penalty: 5275.623047
	Iteration 28Q: 3 clusters Score -7705284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7705258.500000 Penalty: 5275.623047
	Iteration 29Q: 3 clusters Score -7705258 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -7705278.000000 Penalty: 5275.623047
	Iteration 30Q: 3 clusters Score -7705278 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -7705285.500000 Penalty: 5275.623047
	Iteration 31Q: 3 clusters Score -7705286 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -7705314.500000 Penalty: 5275.623047
	Iteration 32Q: 3 clusters Score -7705314 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -7705315.500000 Penalty: 5275.623047
	Iteration 33Q: 3 clusters Score -7705316 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -7705343.500000 Penalty: 5275.623047
	Iteration 34Q: 3 clusters Score -7705344 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -7705337.500000 Penalty: 5275.623047
	Iteration 35Q: 3 clusters Score -7705338 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -7705352.500000 Penalty: 5275.623047
	Iteration 36Q: 3 clusters Score -7705352 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -7705377.500000 Penalty: 5275.623047
	Iteration 37Q: 3 clusters Score -7705378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -7705390.000000 Penalty: 5275.623047
	Iteration 38Q: 3 clusters Score -7705390 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -7705380.500000 Penalty: 5275.623047
	Iteration 39Q: 3 clusters Score -7705380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -7705390.000000 Penalty: 5275.623047
	Iteration 40F: 3 clusters Score -7705390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -7705383.500000 Penalty: 5275.623047
	Iteration 41Q: 3 clusters Score -7705384 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -7705414.000000 Penalty: 5275.623047
	Iteration 42Q: 3 clusters Score -7705414 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -7705403.500000 Penalty: 5275.623047
	Iteration 43Q: 3 clusters Score -7705404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -7705394.000000 Penalty: 5275.623047
	Iteration 44Q: 3 clusters Score -7705394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -7705400.000000 Penalty: 5275.623047
	Iteration 45Q: 3 clusters Score -7705400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -7705406.000000 Penalty: 5275.623047
	Iteration 46Q: 3 clusters Score -7705406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -7705422.000000 Penalty: 5275.623047
	Iteration 47Q: 3 clusters Score -7705422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -7705424.500000 Penalty: 5275.623047
	Iteration 48Q: 3 clusters Score -7705424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -7705420.000000 Penalty: 5275.623047
	Iteration 49Q: 3 clusters Score -7705420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -7705417.500000 Penalty: 5275.623047
	Iteration 50Q: 3 clusters Score -7705418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -7705439.000000 Penalty: 5275.623047
	Iteration 51Q: 3 clusters Score -7705439 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -7705453.000000 Penalty: 5275.623047
	Iteration 52Q: 3 clusters Score -7705453 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -7705444.500000 Penalty: 5275.623047
	Iteration 53Q: 3 clusters Score -7705444 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -7705448.500000 Penalty: 5275.623047
	Iteration 54Q: 3 clusters Score -7705448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -7705447.500000 Penalty: 5275.623047
	Iteration 55Q: 3 clusters Score -7705448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -7705443.500000 Penalty: 5275.623047
	Iteration 56Q: 3 clusters Score -7705444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -7705444.500000 Penalty: 5275.623047
	Iteration 57Q: 3 clusters Score -7705444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -7705453.000000 Penalty: 5275.623047
	Iteration 58Q: 3 clusters Score -7705453 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -7705460.000000 Penalty: 5275.623047
	Iteration 59Q: 3 clusters Score -7705460 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -7705466.500000 Penalty: 5275.623047
	Iteration 60F: 3 clusters Score -7705466 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -7705478.500000 Penalty: 5275.623047
	Iteration 61Q: 3 clusters Score -7705478 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -7705469.500000 Penalty: 5275.623047
	Iteration 62Q: 3 clusters Score -7705470 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -7705479.000000 Penalty: 5275.623047
	Iteration 63Q: 3 clusters Score -7705479 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -7705472.000000 Penalty: 5275.623047
	Iteration 64Q: 3 clusters Score -7705472 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -7705475.000000 Penalty: 5275.623047
	Iteration 65Q: 3 clusters Score -7705475 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -7705470.000000 Penalty: 5275.623047
	Iteration 66Q: 3 clusters Score -7705470 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -7705484.500000 Penalty: 5275.623047
	Iteration 67Q: 3 clusters Score -7705484 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -7705522.000000 Penalty: 5275.623047
	Iteration 68Q: 3 clusters Score -7705522 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -7705515.500000 Penalty: 5275.623047
	Iteration 69Q: 3 clusters Score -7705516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -7705523.500000 Penalty: 5275.623047
	Iteration 70Q: 3 clusters Score -7705524 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -7705531.500000 Penalty: 5275.623047
	Iteration 71Q: 3 clusters Score -7705532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -7705542.000000 Penalty: 5275.623047
	Iteration 72Q: 3 clusters Score -7705542 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -7705560.500000 Penalty: 5275.623047
	Iteration 73Q: 3 clusters Score -7705560 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -7705582.000000 Penalty: 5275.623047
	Iteration 74Q: 3 clusters Score -7705582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -7705567.000000 Penalty: 5275.623047
	Iteration 75Q: 3 clusters Score -7705567 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -7705582.500000 Penalty: 5275.623047
	Iteration 76Q: 3 clusters Score -7705582 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -7705590.000000 Penalty: 5275.623047
	Iteration 77Q: 3 clusters Score -7705590 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -7705592.000000 Penalty: 5275.623047
	Iteration 78Q: 3 clusters Score -7705592 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -7705596.000000 Penalty: 5275.623047
	Iteration 79Q: 3 clusters Score -7705596 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -7705605.500000 Penalty: 5275.623047
	Iteration 80F: 3 clusters Score -7705606 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -7705601.500000 Penalty: 5275.623047
	Iteration 81Q: 3 clusters Score -7705602 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -7705598.500000 Penalty: 5275.623047
	Iteration 82Q: 3 clusters Score -7705598 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -7705609.000000 Penalty: 5275.623047
	Iteration 83Q: 3 clusters Score -7705609 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -7705612.500000 Penalty: 5275.623047
	Iteration 84Q: 3 clusters Score -7705612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -7705622.000000 Penalty: 5275.623047
	Iteration 85Q: 3 clusters Score -7705622 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -7705639.500000 Penalty: 5275.623047
	Iteration 86Q: 3 clusters Score -7705640 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -7705632.000000 Penalty: 5275.623047
	Iteration 87Q: 3 clusters Score -7705632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -7705649.000000 Penalty: 5275.623047
	Iteration 88Q: 3 clusters Score -7705649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -7705662.000000 Penalty: 5275.623047
	Iteration 89Q: 3 clusters Score -7705662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -7705672.000000 Penalty: 5275.623047
	Iteration 90Q: 3 clusters Score -7705672 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -7705684.000000 Penalty: 5275.623047
	Iteration 91Q: 3 clusters Score -7705684 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -7705681.500000 Penalty: 5275.623047
	Iteration 92Q: 3 clusters Score -7705682 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -7705698.500000 Penalty: 5275.623047
	Iteration 93Q: 3 clusters Score -7705698 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -7705720.000000 Penalty: 5275.623047
	Iteration 94Q: 3 clusters Score -7705720 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -7705750.500000 Penalty: 5275.623047
	Iteration 95Q: 3 clusters Score -7705750 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -7705766.000000 Penalty: 5275.623047
	Iteration 96Q: 3 clusters Score -7705766 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -7705785.000000 Penalty: 5275.623047
	Iteration 97Q: 3 clusters Score -7705785 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -7705807.500000 Penalty: 5275.623047
	Iteration 98Q: 3 clusters Score -7705808 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -7705841.500000 Penalty: 5275.623047
	Iteration 99Q: 3 clusters Score -7705842 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -7705857.500000 Penalty: 5275.623047
	Iteration 100F: 3 clusters Score -7705858 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -7705858.500000 Penalty: 5275.623047
	Iteration 101Q: 3 clusters Score -7705858 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -7705868.000000 Penalty: 5275.623047
	Iteration 102Q: 3 clusters Score -7705868 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -7705901.500000 Penalty: 5275.623047
	Iteration 103Q: 3 clusters Score -7705902 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -7705915.000000 Penalty: 5275.623047
	Iteration 104Q: 3 clusters Score -7705915 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -7705941.000000 Penalty: 5275.623047
	Iteration 105Q: 3 clusters Score -7705941 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -7705963.000000 Penalty: 5275.623047
	Iteration 106Q: 3 clusters Score -7705963 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -7705979.000000 Penalty: 5275.623047
	Iteration 107Q: 3 clusters Score -7705979 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -7706018.500000 Penalty: 5275.623047
	Iteration 108Q: 3 clusters Score -7706018 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -7706015.000000 Penalty: 5275.623047
	Iteration 109Q: 3 clusters Score -7706015 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -7706047.000000 Penalty: 5275.623047
	Iteration 110Q: 3 clusters Score -7706047 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -7706103.500000 Penalty: 5275.623047
	Iteration 111Q: 3 clusters Score -7706104 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -7706187.500000 Penalty: 5275.623047
	Iteration 112Q: 3 clusters Score -7706188 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -7706236.000000 Penalty: 5275.623047
	Iteration 113Q: 3 clusters Score -7706236 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -7706328.000000 Penalty: 5275.623047
	Iteration 114Q: 3 clusters Score -7706328 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -7706390.000000 Penalty: 5275.623047
	Iteration 115Q: 3 clusters Score -7706390 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -7706469.000000 Penalty: 5275.623047
	Iteration 116Q: 3 clusters Score -7706469 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -7706571.500000 Penalty: 5275.623047
	Iteration 117Q: 3 clusters Score -7706572 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -7706668.500000 Penalty: 5275.623047
	Iteration 118Q: 3 clusters Score -7706668 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -7706745.500000 Penalty: 5275.623047
	Iteration 119Q: 3 clusters Score -7706746 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -7706863.000000 Penalty: 5275.623047
	Iteration 120F: 3 clusters Score -7706863 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -7706989.500000 Penalty: 5275.623047
	Iteration 121Q: 3 clusters Score -7706990 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -7707161.500000 Penalty: 5275.623047
	Iteration 122Q: 3 clusters Score -7707162 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -7707364.500000 Penalty: 5275.623047
	Iteration 123Q: 3 clusters Score -7707364 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -7707599.000000 Penalty: 5275.623047
	Iteration 124Q: 3 clusters Score -7707599 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -7707828.500000 Penalty: 5275.623047
	Iteration 125Q: 3 clusters Score -7707828 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -7708096.500000 Penalty: 5275.623047
	Iteration 126Q: 3 clusters Score -7708096 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -7708373.000000 Penalty: 5275.623047
	Iteration 127Q: 3 clusters Score -7708373 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -7708689.000000 Penalty: 5275.623047
	Iteration 128Q: 3 clusters Score -7708689 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -7708983.500000 Penalty: 5275.623047
	Iteration 129Q: 3 clusters Score -7708984 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -7709340.000000 Penalty: 5275.623047
	Iteration 130Q: 3 clusters Score -7709340 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -7709641.500000 Penalty: 5275.623047
	Iteration 131Q: 3 clusters Score -7709642 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -7709943.500000 Penalty: 5275.623047
	Iteration 132Q: 3 clusters Score -7709944 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -7710158.500000 Penalty: 5275.623047
	Iteration 133Q: 3 clusters Score -7710158 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -7710340.500000 Penalty: 5275.623047
	Iteration 134Q: 3 clusters Score -7710340 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -7710502.000000 Penalty: 5275.623047
	Iteration 135Q: 3 clusters Score -7710502 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -7710638.000000 Penalty: 5275.623047
	Iteration 136Q: 3 clusters Score -7710638 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -7710778.500000 Penalty: 5275.623047
	Iteration 137Q: 3 clusters Score -7710778 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -7710936.500000 Penalty: 5275.623047
	Iteration 138Q: 3 clusters Score -7710936 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7711100.000000 Penalty: 5275.623047
	Iteration 139Q: 3 clusters Score -7711100 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7711261.500000 Penalty: 5275.623047
	Iteration 140F: 3 clusters Score -7711262 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -7711313.000000 Penalty: 5275.623047
	Iteration 141Q: 3 clusters Score -7711313 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7711424.000000 Penalty: 5275.623047
	Iteration 142Q: 3 clusters Score -7711424 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -7711479.500000 Penalty: 5275.623047
	Iteration 143Q: 3 clusters Score -7711480 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -7711515.500000 Penalty: 5275.623047
	Iteration 144Q: 3 clusters Score -7711516 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -7711585.000000 Penalty: 5275.623047
	Iteration 145Q: 3 clusters Score -7711585 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7711626.500000 Penalty: 5275.623047
	Iteration 146Q: 3 clusters Score -7711626 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -7711656.000000 Penalty: 5275.623047
	Iteration 147Q: 3 clusters Score -7711656 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -7711676.000000 Penalty: 5275.623047
	Iteration 148Q: 3 clusters Score -7711676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7711701.000000 Penalty: 5275.623047
	Iteration 149Q: 3 clusters Score -7711701 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7711706.000000 Penalty: 5275.623047
	Iteration 150Q: 3 clusters Score -7711706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7711747.000000 Penalty: 5275.623047
	Iteration 151Q: 3 clusters Score -7711747 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7711773.000000 Penalty: 5275.623047
	Iteration 152Q: 3 clusters Score -7711773 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7711790.000000 Penalty: 5275.623047
	Iteration 153Q: 3 clusters Score -7711790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7711799.000000 Penalty: 5275.623047
	Iteration 154Q: 3 clusters Score -7711799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7711825.000000 Penalty: 5275.623047
	Iteration 155Q: 3 clusters Score -7711825 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7711823.000000 Penalty: 5275.623047
	Iteration 156Q: 3 clusters Score -7711823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7711805.500000 Penalty: 5275.623047
	Iteration 157Q: 3 clusters Score -7711806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7711828.000000 Penalty: 5275.623047
	Iteration 158Q: 3 clusters Score -7711828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7711842.500000 Penalty: 5275.623047
	Iteration 159Q: 3 clusters Score -7711842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7711836.000000 Penalty: 5275.623047
	Iteration 160F: 3 clusters Score -7711836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7711838.500000 Penalty: 5275.623047
	Iteration 161Q: 3 clusters Score -7711838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7711861.000000 Penalty: 5275.623047
	Iteration 162Q: 3 clusters Score -7711861 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7711864.500000 Penalty: 5275.623047
	Iteration 163Q: 3 clusters Score -7711864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7711875.500000 Penalty: 5275.623047
	Iteration 164Q: 3 clusters Score -7711876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7711890.500000 Penalty: 5275.623047
	Iteration 165Q: 3 clusters Score -7711890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7711897.000000 Penalty: 5275.623047
	Iteration 166Q: 3 clusters Score -7711897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7711899.000000 Penalty: 5275.623047
	Iteration 167Q: 3 clusters Score -7711899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7711899.500000 Penalty: 5275.623047
	Iteration 168Q: 3 clusters Score -7711900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7711906.500000 Penalty: 5275.623047
	Iteration 169Q: 3 clusters Score -7711906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7711921.500000 Penalty: 5275.623047
	Iteration 170Q: 3 clusters Score -7711922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7711939.500000 Penalty: 5275.623047
	Iteration 171Q: 3 clusters Score -7711940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7711945.000000 Penalty: 5275.623047
	Iteration 172Q: 3 clusters Score -7711945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7711949.500000 Penalty: 5275.623047
	Iteration 173Q: 3 clusters Score -7711950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7711944.500000 Penalty: 5275.623047
	Iteration 174Q: 3 clusters Score -7711944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7711948.000000 Penalty: 5275.623047
	Iteration 175Q: 3 clusters Score -7711948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7711930.500000 Penalty: 5275.623047
	Iteration 176Q: 3 clusters Score -7711930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7711949.000000 Penalty: 5275.623047
	Iteration 177Q: 3 clusters Score -7711949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7711949.500000 Penalty: 5275.623047
	Iteration 178Q: 3 clusters Score -7711950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7711959.500000 Penalty: 5275.623047
	Iteration 179Q: 3 clusters Score -7711960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7711948.500000 Penalty: 5275.623047
	Iteration 180F: 3 clusters Score -7711948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7711942.000000 Penalty: 5275.623047
	Iteration 181Q: 3 clusters Score -7711942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7711963.500000 Penalty: 5275.623047
	Iteration 182Q: 3 clusters Score -7711964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7711964.500000 Penalty: 5275.623047
	Iteration 183Q: 3 clusters Score -7711964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7711956.500000 Penalty: 5275.623047
	Iteration 184Q: 3 clusters Score -7711956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7711957.500000 Penalty: 5275.623047
	Iteration 185Q: 3 clusters Score -7711958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7711960.000000 Penalty: 5275.623047
	Iteration 186Q: 3 clusters Score -7711960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7711962.000000 Penalty: 5275.623047
	Iteration 187Q: 3 clusters Score -7711962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7711959.500000 Penalty: 5275.623047
	Iteration 188Q: 3 clusters Score -7711960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7711957.000000 Penalty: 5275.623047
	Iteration 189Q: 3 clusters Score -7711957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7711973.500000 Penalty: 5275.623047
	Iteration 190Q: 3 clusters Score -7711974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7711981.000000 Penalty: 5275.623047
	Iteration 191Q: 3 clusters Score -7711981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7711986.500000 Penalty: 5275.623047
	Iteration 192Q: 3 clusters Score -7711986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7711989.500000 Penalty: 5275.623047
	Iteration 193Q: 3 clusters Score -7711990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7711988.500000 Penalty: 5275.623047
	Iteration 194Q: 3 clusters Score -7711988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7711992.000000 Penalty: 5275.623047
	Iteration 195Q: 3 clusters Score -7711992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7711988.000000 Penalty: 5275.623047
	Iteration 196Q: 3 clusters Score -7711988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7711991.000000 Penalty: 5275.623047
	Iteration 197Q: 3 clusters Score -7711991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7711988.500000 Penalty: 5275.623047
	Iteration 198Q: 3 clusters Score -7711988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7711993.000000 Penalty: 5275.623047
	Iteration 199Q: 3 clusters Score -7711993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7711995.500000 Penalty: 5275.623047
	Iteration 200F: 3 clusters Score -7711996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7711996.500000 Penalty: 5275.623047
	Iteration 201Q: 3 clusters Score -7711996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7711992.000000 Penalty: 5275.623047
	Iteration 202Q: 3 clusters Score -7711992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7711996.500000 Penalty: 5275.623047
	Iteration 203Q: 3 clusters Score -7711996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7711990.000000 Penalty: 5275.623047
	Iteration 204Q: 3 clusters Score -7711990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7711987.500000 Penalty: 5275.623047
	Iteration 205Q: 3 clusters Score -7711988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7711984.000000 Penalty: 5275.623047
	Iteration 206Q: 3 clusters Score -7711984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7711985.500000 Penalty: 5275.623047
	Iteration 207Q: 3 clusters Score -7711986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7711984.000000 Penalty: 5275.623047
	Iteration 208Q: 3 clusters Score -7711984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7711981.500000 Penalty: 5275.623047
	Iteration 209Q: 3 clusters Score -7711982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7711981.000000 Penalty: 5275.623047
	Iteration 210Q: 3 clusters Score -7711981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7711981.000000 Penalty: 5275.623047
	Iteration 211F: 3 clusters Score -7711981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Entering Unmasked Estep 
Score: -3496018.000000 Penalty: 2438.932373
	Iteration 0F: 2 clusters Score -3496018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3482742.250000 Penalty: 4877.864746
	Iteration 0F: 3 clusters Score -3482742 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3487024.250000 Penalty: 4877.864746
	Iteration 1F: 3 clusters Score -3487024 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3487343.750000 Penalty: 4877.864746
	Iteration 2F: 3 clusters Score -3487344 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3487656.500000 Penalty: 4877.864746
	Iteration 3Q: 3 clusters Score -3487656 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3487921.750000 Penalty: 4877.864746
	Iteration 4Q: 3 clusters Score -3487922 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3488160.000000 Penalty: 4877.864746
	Iteration 5Q: 3 clusters Score -3488160 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3488390.250000 Penalty: 4877.864746
	Iteration 6Q: 3 clusters Score -3488390 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3488630.500000 Penalty: 4877.864746
	Iteration 7Q: 3 clusters Score -3488630 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3488912.000000 Penalty: 4877.864746
	Iteration 8Q: 3 clusters Score -3488912 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3489258.750000 Penalty: 4877.864746
	Iteration 9Q: 3 clusters Score -3489259 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3489799.500000 Penalty: 4877.864746
	Iteration 10Q: 3 clusters Score -3489800 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -3490578.500000 Penalty: 4877.864746
	Iteration 11F: 3 clusters Score -3490578 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3491690.750000 Penalty: 4877.864746
	Iteration 12F: 3 clusters Score -3491691 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3492602.500000 Penalty: 4877.864746
	Iteration 13F: 3 clusters Score -3492602 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3492977.250000 Penalty: 4877.864746
	Iteration 14Q: 3 clusters Score -3492977 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3493133.250000 Penalty: 4877.864746
	Iteration 15Q: 3 clusters Score -3493133 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -3493210.500000 Penalty: 4877.864746
	Iteration 16Q: 3 clusters Score -3493210 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3493245.000000 Penalty: 4877.864746
	Iteration 17Q: 3 clusters Score -3493245 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3493287.500000 Penalty: 4877.864746
	Iteration 18Q: 3 clusters Score -3493288 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3493319.500000 Penalty: 4877.864746
	Iteration 19Q: 3 clusters Score -3493320 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3493344.500000 Penalty: 4877.864746
	Iteration 20F: 3 clusters Score -3493344 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3493350.000000 Penalty: 4877.864746
	Iteration 21Q: 3 clusters Score -3493350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3493357.000000 Penalty: 4877.864746
	Iteration 22Q: 3 clusters Score -3493357 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3493365.000000 Penalty: 4877.864746
	Iteration 23Q: 3 clusters Score -3493365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3493383.500000 Penalty: 4877.864746
	Iteration 24Q: 3 clusters Score -3493384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3493375.250000 Penalty: 4877.864746
	Iteration 25Q: 3 clusters Score -3493375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3493377.500000 Penalty: 4877.864746
	Iteration 26Q: 3 clusters Score -3493378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3493386.000000 Penalty: 4877.864746
	Iteration 27Q: 3 clusters Score -3493386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3493381.500000 Penalty: 4877.864746
	Iteration 28Q: 3 clusters Score -3493382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3493383.000000 Penalty: 4877.864746
	Iteration 29Q: 3 clusters Score -3493383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3493379.750000 Penalty: 4877.864746
	Iteration 30Q: 3 clusters Score -3493380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3493381.500000 Penalty: 4877.864746
	Iteration 31Q: 3 clusters Score -3493382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3493383.500000 Penalty: 4877.864746
	Iteration 32Q: 3 clusters Score -3493384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3493385.750000 Penalty: 4877.864746
	Iteration 33Q: 3 clusters Score -3493386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3493389.000000 Penalty: 4877.864746
	Iteration 34Q: 3 clusters Score -3493389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -3493384.000000 Penalty: 4877.864746
	Iteration 35Q: 3 clusters Score -3493384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3493393.250000 Penalty: 4877.864746
	Iteration 36Q: 3 clusters Score -3493393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3493388.250000 Penalty: 4877.864746
	Iteration 37Q: 3 clusters Score -3493388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3493388.250000 Penalty: 4877.864746
	Iteration 38Q: 3 clusters Score -3493388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3493388.750000 Penalty: 4877.864746
	Iteration 39Q: 3 clusters Score -3493389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3493393.000000 Penalty: 4877.864746
	Iteration 40F: 3 clusters Score -3493393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3493394.750000 Penalty: 4877.864746
	Iteration 41Q: 3 clusters Score -3493395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3493393.000000 Penalty: 4877.864746
	Iteration 42Q: 3 clusters Score -3493393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3493396.750000 Penalty: 4877.864746
	Iteration 43Q: 3 clusters Score -3493397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3493398.750000 Penalty: 4877.864746
	Iteration 44Q: 3 clusters Score -3493399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3493393.250000 Penalty: 4877.864746
	Iteration 45Q: 3 clusters Score -3493393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3493392.250000 Penalty: 4877.864746
	Iteration 46Q: 3 clusters Score -3493392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3493393.750000 Penalty: 4877.864746
	Iteration 47Q: 3 clusters Score -3493394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3493389.750000 Penalty: 4877.864746
	Iteration 48Q: 3 clusters Score -3493390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3493389.750000 Penalty: 4877.864746
	Iteration 49F: 3 clusters Score -3493390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -127269.539062 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -127269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -125501.609375 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -125501.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -126069.664062 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -126069.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -126332.015625 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -126332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -126511.812500 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -126511.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -126655.648438 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -126655.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -126801.117188 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -126801.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -127002.601562 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -127002.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127249.937500 Penalty: 3350.861328
	Iteration 7F: 3 clusters Score -127249.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -127454.195312 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -127454.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -127533.625000 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -127533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -127568.398438 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -127568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -127600.906250 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -127600.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -127625.789062 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -127625.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -127666.609375 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -127666.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -127716.390625 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -127716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127738.320312 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -127738.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -127746.648438 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -127746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -127747.375000 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -127747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -127750.187500 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -127750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -127759.046875 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -127759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -127783.421875 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -127783.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -127824.343750 Penalty: 3350.861328
	Iteration 21Q: 3 clusters Score -127824.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -127844.296875 Penalty: 3350.861328
	Iteration 22Q: 3 clusters Score -127844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -127854.773438 Penalty: 3350.861328
	Iteration 23Q: 3 clusters Score -127854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127858.343750 Penalty: 3350.861328
	Iteration 24Q: 3 clusters Score -127858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -127859.140625 Penalty: 3350.861328
	Iteration 25Q: 3 clusters Score -127859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -127859.734375 Penalty: 3350.861328
	Iteration 26Q: 3 clusters Score -127859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -127859.734375 Penalty: 3350.861328
	Iteration 27F: 3 clusters Score -127859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38760 members 
Mstep: Class 3 contains 41610 members 
Mstep: Class 4 contains 34213 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45487 members 
Mstep: Class 7 contains 44286 members 
Mstep: Class 8 contains 5886 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 3018 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42554 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 45229 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31463 members 
Mstep: Class 21 contains 34956 members 
Mstep: Class 22 contains 41620 members 
Mstep: Class 23 contains 18665 members 
Mstep: Class 24 contains 477 members 
Mstep: Class 25 contains 46989 members 
Mstep: Class 26 contains 48396 members 
Mstep: Class 27 contains 51959 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
Score: -106687112.000000 Penalty: 92210.640625
Splitting cluster 24 changes total score from -106688088.000000 to -106687112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (46989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Entering Unmasked Estep 
Score: -8692408.000000 Penalty: 2667.901855
	Iteration 0F: 2 clusters Score -8692408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -8662392.000000 Penalty: 5335.803711
	Iteration 0F: 3 clusters Score -8662392 nChanged 21588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -8674099.000000 Penalty: 5335.803711
	Iteration 1F: 3 clusters Score -8674099 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -8674616.000000 Penalty: 5335.803711
	Iteration 2Q: 3 clusters Score -8674616 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -8675113.000000 Penalty: 5335.803711
	Iteration 3Q: 3 clusters Score -8675113 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -8675660.000000 Penalty: 5335.803711
	Iteration 4Q: 3 clusters Score -8675660 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -8676557.000000 Penalty: 5335.803711
	Iteration 5Q: 3 clusters Score -8676557 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -8677843.000000 Penalty: 5335.803711
	Iteration 6F: 3 clusters Score -8677843 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -8679877.000000 Penalty: 5335.803711
	Iteration 7F: 3 clusters Score -8679877 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -8682755.000000 Penalty: 5335.803711
	Iteration 8F: 3 clusters Score -8682755 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -8685988.000000 Penalty: 5335.803711
	Iteration 9F: 3 clusters Score -8685988 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -8688387.000000 Penalty: 5335.803711
	Iteration 10F: 3 clusters Score -8688387 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -8689538.000000 Penalty: 5335.803711
	Iteration 11Q: 3 clusters Score -8689538 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -8689858.000000 Penalty: 5335.803711
	Iteration 12Q: 3 clusters Score -8689858 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -8689971.000000 Penalty: 5335.803711
	Iteration 13Q: 3 clusters Score -8689971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -8690034.000000 Penalty: 5335.803711
	Iteration 14Q: 3 clusters Score -8690034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -8690081.000000 Penalty: 5335.803711
	Iteration 15Q: 3 clusters Score -8690081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -8690112.000000 Penalty: 5335.803711
	Iteration 16Q: 3 clusters Score -8690112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -8690143.000000 Penalty: 5335.803711
	Iteration 17Q: 3 clusters Score -8690143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -8690152.000000 Penalty: 5335.803711
	Iteration 18Q: 3 clusters Score -8690152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -8690150.000000 Penalty: 5335.803711
	Iteration 19Q: 3 clusters Score -8690150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -8690153.000000 Penalty: 5335.803711
	Iteration 20F: 3 clusters Score -8690153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -8690161.000000 Penalty: 5335.803711
	Iteration 21Q: 3 clusters Score -8690161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -8690166.000000 Penalty: 5335.803711
	Iteration 22Q: 3 clusters Score -8690166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -8690166.000000 Penalty: 5335.803711
	Iteration 23F: 3 clusters Score -8690166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (48396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Entering Unmasked Estep 
Score: -9034370.000000 Penalty: 2675.218750
	Iteration 0F: 2 clusters Score -9034370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -9004945.000000 Penalty: 5350.437500
	Iteration 0F: 3 clusters Score -9004945 nChanged 22364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -9017335.000000 Penalty: 5350.437500
	Iteration 1F: 3 clusters Score -9017335 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -9018011.000000 Penalty: 5350.437500
	Iteration 2Q: 3 clusters Score -9018011 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -9018561.000000 Penalty: 5350.437500
	Iteration 3Q: 3 clusters Score -9018561 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -9019076.000000 Penalty: 5350.437500
	Iteration 4Q: 3 clusters Score -9019076 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -9019667.000000 Penalty: 5350.437500
	Iteration 5Q: 3 clusters Score -9019667 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -9020529.000000 Penalty: 5350.437500
	Iteration 6Q: 3 clusters Score -9020529 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -9021621.000000 Penalty: 5350.437500
	Iteration 7Q: 3 clusters Score -9021621 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -9023060.000000 Penalty: 5350.437500
	Iteration 8Q: 3 clusters Score -9023060 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -9024815.000000 Penalty: 5350.437500
	Iteration 9F: 3 clusters Score -9024815 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -9026395.000000 Penalty: 5350.437500
	Iteration 10F: 3 clusters Score -9026395 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -9027259.000000 Penalty: 5350.437500
	Iteration 11Q: 3 clusters Score -9027259 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -9027588.000000 Penalty: 5350.437500
	Iteration 12Q: 3 clusters Score -9027588 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -9027627.000000 Penalty: 5350.437500
	Iteration 13Q: 3 clusters Score -9027627 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -9027682.000000 Penalty: 5350.437500
	Iteration 14Q: 3 clusters Score -9027682 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -9027757.000000 Penalty: 5350.437500
	Iteration 15Q: 3 clusters Score -9027757 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -9027805.000000 Penalty: 5350.437500
	Iteration 16Q: 3 clusters Score -9027805 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -9027865.000000 Penalty: 5350.437500
	Iteration 17Q: 3 clusters Score -9027865 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -9027966.000000 Penalty: 5350.437500
	Iteration 18Q: 3 clusters Score -9027966 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -9028012.000000 Penalty: 5350.437500
	Iteration 19Q: 3 clusters Score -9028012 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -9028115.000000 Penalty: 5350.437500
	Iteration 20F: 3 clusters Score -9028115 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -9028156.000000 Penalty: 5350.437500
	Iteration 21Q: 3 clusters Score -9028156 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -9028195.000000 Penalty: 5350.437500
	Iteration 22Q: 3 clusters Score -9028195 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -9028264.000000 Penalty: 5350.437500
	Iteration 23Q: 3 clusters Score -9028264 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -9028366.000000 Penalty: 5350.437500
	Iteration 24Q: 3 clusters Score -9028366 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -9028437.000000 Penalty: 5350.437500
	Iteration 25Q: 3 clusters Score -9028437 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -9028480.000000 Penalty: 5350.437500
	Iteration 26Q: 3 clusters Score -9028480 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -9028552.000000 Penalty: 5350.437500
	Iteration 27Q: 3 clusters Score -9028552 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -9028610.000000 Penalty: 5350.437500
	Iteration 28Q: 3 clusters Score -9028610 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -9028717.000000 Penalty: 5350.437500
	Iteration 29Q: 3 clusters Score -9028717 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -9028788.000000 Penalty: 5350.437500
	Iteration 30Q: 3 clusters Score -9028788 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -9028862.000000 Penalty: 5350.437500
	Iteration 31Q: 3 clusters Score -9028862 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -9028961.000000 Penalty: 5350.437500
	Iteration 32Q: 3 clusters Score -9028961 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -9029057.000000 Penalty: 5350.437500
	Iteration 33Q: 3 clusters Score -9029057 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -9029171.000000 Penalty: 5350.437500
	Iteration 34Q: 3 clusters Score -9029171 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -9029218.000000 Penalty: 5350.437500
	Iteration 35Q: 3 clusters Score -9029218 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -9029361.000000 Penalty: 5350.437500
	Iteration 36Q: 3 clusters Score -9029361 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -9029411.000000 Penalty: 5350.437500
	Iteration 37Q: 3 clusters Score -9029411 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -9029498.000000 Penalty: 5350.437500
	Iteration 38Q: 3 clusters Score -9029498 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -9029576.000000 Penalty: 5350.437500
	Iteration 39Q: 3 clusters Score -9029576 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -9029669.000000 Penalty: 5350.437500
	Iteration 40F: 3 clusters Score -9029669 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -9029766.000000 Penalty: 5350.437500
	Iteration 41Q: 3 clusters Score -9029766 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -9029873.000000 Penalty: 5350.437500
	Iteration 42Q: 3 clusters Score -9029873 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -9029967.000000 Penalty: 5350.437500
	Iteration 43Q: 3 clusters Score -9029967 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -9030058.000000 Penalty: 5350.437500
	Iteration 44Q: 3 clusters Score -9030058 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -9030163.000000 Penalty: 5350.437500
	Iteration 45Q: 3 clusters Score -9030163 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -9030272.000000 Penalty: 5350.437500
	Iteration 46Q: 3 clusters Score -9030272 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -9030386.000000 Penalty: 5350.437500
	Iteration 47Q: 3 clusters Score -9030386 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -9030519.000000 Penalty: 5350.437500
	Iteration 48Q: 3 clusters Score -9030519 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -9030647.000000 Penalty: 5350.437500
	Iteration 49Q: 3 clusters Score -9030647 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -9030757.000000 Penalty: 5350.437500
	Iteration 50Q: 3 clusters Score -9030757 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -9030853.000000 Penalty: 5350.437500
	Iteration 51Q: 3 clusters Score -9030853 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -9030931.000000 Penalty: 5350.437500
	Iteration 52Q: 3 clusters Score -9030931 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -9031003.000000 Penalty: 5350.437500
	Iteration 53Q: 3 clusters Score -9031003 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -9031040.000000 Penalty: 5350.437500
	Iteration 54Q: 3 clusters Score -9031040 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -9031016.000000 Penalty: 5350.437500
	Iteration 55Q: 3 clusters Score -9031016 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -9031031.000000 Penalty: 5350.437500
	Iteration 56Q: 3 clusters Score -9031031 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -9031065.000000 Penalty: 5350.437500
	Iteration 57Q: 3 clusters Score -9031065 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -9031075.000000 Penalty: 5350.437500
	Iteration 58Q: 3 clusters Score -9031075 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -9031090.000000 Penalty: 5350.437500
	Iteration 59Q: 3 clusters Score -9031090 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -9031079.000000 Penalty: 5350.437500
	Iteration 60F: 3 clusters Score -9031079 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -9031088.000000 Penalty: 5350.437500
	Iteration 61Q: 3 clusters Score -9031088 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -9031093.000000 Penalty: 5350.437500
	Iteration 62Q: 3 clusters Score -9031093 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -9031072.000000 Penalty: 5350.437500
	Iteration 63Q: 3 clusters Score -9031072 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -9031103.000000 Penalty: 5350.437500
	Iteration 64Q: 3 clusters Score -9031103 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -9031131.000000 Penalty: 5350.437500
	Iteration 65Q: 3 clusters Score -9031131 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -9031121.000000 Penalty: 5350.437500
	Iteration 66Q: 3 clusters Score -9031121 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -9031095.000000 Penalty: 5350.437500
	Iteration 67Q: 3 clusters Score -9031095 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -9031115.000000 Penalty: 5350.437500
	Iteration 68Q: 3 clusters Score -9031115 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -9031138.000000 Penalty: 5350.437500
	Iteration 69Q: 3 clusters Score -9031138 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -9031177.000000 Penalty: 5350.437500
	Iteration 70Q: 3 clusters Score -9031177 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -9031200.000000 Penalty: 5350.437500
	Iteration 71Q: 3 clusters Score -9031200 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -9031213.000000 Penalty: 5350.437500
	Iteration 72Q: 3 clusters Score -9031213 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -9031267.000000 Penalty: 5350.437500
	Iteration 73Q: 3 clusters Score -9031267 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -9031316.000000 Penalty: 5350.437500
	Iteration 74Q: 3 clusters Score -9031316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -9031348.000000 Penalty: 5350.437500
	Iteration 75Q: 3 clusters Score -9031348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -9031397.000000 Penalty: 5350.437500
	Iteration 76Q: 3 clusters Score -9031397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -9031409.000000 Penalty: 5350.437500
	Iteration 77Q: 3 clusters Score -9031409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -9031446.000000 Penalty: 5350.437500
	Iteration 78Q: 3 clusters Score -9031446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -9031488.000000 Penalty: 5350.437500
	Iteration 79Q: 3 clusters Score -9031488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -9031536.000000 Penalty: 5350.437500
	Iteration 80F: 3 clusters Score -9031536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -9031557.000000 Penalty: 5350.437500
	Iteration 81Q: 3 clusters Score -9031557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -9031570.000000 Penalty: 5350.437500
	Iteration 82Q: 3 clusters Score -9031570 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -9031622.000000 Penalty: 5350.437500
	Iteration 83Q: 3 clusters Score -9031622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -9031685.000000 Penalty: 5350.437500
	Iteration 84Q: 3 clusters Score -9031685 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -9031706.000000 Penalty: 5350.437500
	Iteration 85Q: 3 clusters Score -9031706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -9031732.000000 Penalty: 5350.437500
	Iteration 86Q: 3 clusters Score -9031732 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -9031749.000000 Penalty: 5350.437500
	Iteration 87Q: 3 clusters Score -9031749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -9031745.000000 Penalty: 5350.437500
	Iteration 88Q: 3 clusters Score -9031745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -9031756.000000 Penalty: 5350.437500
	Iteration 89Q: 3 clusters Score -9031756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -9031772.000000 Penalty: 5350.437500
	Iteration 90Q: 3 clusters Score -9031772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -9031783.000000 Penalty: 5350.437500
	Iteration 91Q: 3 clusters Score -9031783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -9031817.000000 Penalty: 5350.437500
	Iteration 92Q: 3 clusters Score -9031817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -9031799.000000 Penalty: 5350.437500
	Iteration 93Q: 3 clusters Score -9031799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -9031822.000000 Penalty: 5350.437500
	Iteration 94Q: 3 clusters Score -9031822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -9031872.000000 Penalty: 5350.437500
	Iteration 95Q: 3 clusters Score -9031872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -9031894.000000 Penalty: 5350.437500
	Iteration 96Q: 3 clusters Score -9031894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -9031922.000000 Penalty: 5350.437500
	Iteration 97Q: 3 clusters Score -9031922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -9031936.000000 Penalty: 5350.437500
	Iteration 98Q: 3 clusters Score -9031936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -9031978.000000 Penalty: 5350.437500
	Iteration 99Q: 3 clusters Score -9031978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -9031980.000000 Penalty: 5350.437500
	Iteration 100F: 3 clusters Score -9031980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -9032009.000000 Penalty: 5350.437500
	Iteration 101Q: 3 clusters Score -9032009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -9032025.000000 Penalty: 5350.437500
	Iteration 102Q: 3 clusters Score -9032025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -9032010.000000 Penalty: 5350.437500
	Iteration 103Q: 3 clusters Score -9032010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -9032004.000000 Penalty: 5350.437500
	Iteration 104Q: 3 clusters Score -9032004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -9032000.000000 Penalty: 5350.437500
	Iteration 105Q: 3 clusters Score -9032000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -9032028.000000 Penalty: 5350.437500
	Iteration 106Q: 3 clusters Score -9032028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -9032029.000000 Penalty: 5350.437500
	Iteration 107Q: 3 clusters Score -9032029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -9032028.000000 Penalty: 5350.437500
	Iteration 108Q: 3 clusters Score -9032028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -9032039.000000 Penalty: 5350.437500
	Iteration 109Q: 3 clusters Score -9032039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -9032041.000000 Penalty: 5350.437500
	Iteration 110Q: 3 clusters Score -9032041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -9032033.000000 Penalty: 5350.437500
	Iteration 111Q: 3 clusters Score -9032033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -9032034.000000 Penalty: 5350.437500
	Iteration 112Q: 3 clusters Score -9032034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -9032037.000000 Penalty: 5350.437500
	Iteration 113Q: 3 clusters Score -9032037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -9032038.000000 Penalty: 5350.437500
	Iteration 114Q: 3 clusters Score -9032038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -9032037.000000 Penalty: 5350.437500
	Iteration 115Q: 3 clusters Score -9032037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -9032034.000000 Penalty: 5350.437500
	Iteration 116Q: 3 clusters Score -9032034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -9032045.000000 Penalty: 5350.437500
	Iteration 117Q: 3 clusters Score -9032045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -9032053.000000 Penalty: 5350.437500
	Iteration 118Q: 3 clusters Score -9032053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -9032050.000000 Penalty: 5350.437500
	Iteration 119Q: 3 clusters Score -9032050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -9032044.000000 Penalty: 5350.437500
	Iteration 120F: 3 clusters Score -9032044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -9032042.000000 Penalty: 5350.437500
	Iteration 121Q: 3 clusters Score -9032042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -9032061.000000 Penalty: 5350.437500
	Iteration 122Q: 3 clusters Score -9032061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -9032070.000000 Penalty: 5350.437500
	Iteration 123Q: 3 clusters Score -9032070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -9032067.000000 Penalty: 5350.437500
	Iteration 124Q: 3 clusters Score -9032067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -9032082.000000 Penalty: 5350.437500
	Iteration 125Q: 3 clusters Score -9032082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -9032096.000000 Penalty: 5350.437500
	Iteration 126Q: 3 clusters Score -9032096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -9032094.000000 Penalty: 5350.437500
	Iteration 127Q: 3 clusters Score -9032094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -9032088.000000 Penalty: 5350.437500
	Iteration 128Q: 3 clusters Score -9032088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -9032098.000000 Penalty: 5350.437500
	Iteration 129Q: 3 clusters Score -9032098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -9032102.000000 Penalty: 5350.437500
	Iteration 130Q: 3 clusters Score -9032102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -9032108.000000 Penalty: 5350.437500
	Iteration 131Q: 3 clusters Score -9032108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -9032116.000000 Penalty: 5350.437500
	Iteration 132Q: 3 clusters Score -9032116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -9032119.000000 Penalty: 5350.437500
	Iteration 133Q: 3 clusters Score -9032119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -9032129.000000 Penalty: 5350.437500
	Iteration 134Q: 3 clusters Score -9032129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -9032123.000000 Penalty: 5350.437500
	Iteration 135Q: 3 clusters Score -9032123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -9032127.000000 Penalty: 5350.437500
	Iteration 136Q: 3 clusters Score -9032127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -9032129.000000 Penalty: 5350.437500
	Iteration 137Q: 3 clusters Score -9032129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -9032127.000000 Penalty: 5350.437500
	Iteration 138Q: 3 clusters Score -9032127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -9032130.000000 Penalty: 5350.437500
	Iteration 139Q: 3 clusters Score -9032130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -9032132.000000 Penalty: 5350.437500
	Iteration 140F: 3 clusters Score -9032132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -9032136.000000 Penalty: 5350.437500
	Iteration 141Q: 3 clusters Score -9032136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -9032135.000000 Penalty: 5350.437500
	Iteration 142Q: 3 clusters Score -9032135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -9032135.000000 Penalty: 5350.437500
	Iteration 143F: 3 clusters Score -9032135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (51959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Entering Unmasked Estep 
Score: -9728148.000000 Penalty: 2692.836182
	Iteration 0F: 2 clusters Score -9728148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -9699787.000000 Penalty: 5385.672363
	Iteration 0F: 3 clusters Score -9699787 nChanged 24184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -9713262.000000 Penalty: 5385.672363
	Iteration 1F: 3 clusters Score -9713262 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -9714012.000000 Penalty: 5385.672363
	Iteration 2Q: 3 clusters Score -9714012 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -9714916.000000 Penalty: 5385.672363
	Iteration 3Q: 3 clusters Score -9714916 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -9716017.000000 Penalty: 5385.672363
	Iteration 4Q: 3 clusters Score -9716017 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -9717501.000000 Penalty: 5385.672363
	Iteration 5Q: 3 clusters Score -9717501 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -9719270.000000 Penalty: 5385.672363
	Iteration 6F: 3 clusters Score -9719270 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -9721457.000000 Penalty: 5385.672363
	Iteration 7F: 3 clusters Score -9721457 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -9723738.000000 Penalty: 5385.672363
	Iteration 8F: 3 clusters Score -9723738 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -9725277.000000 Penalty: 5385.672363
	Iteration 9F: 3 clusters Score -9725277 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -9726174.000000 Penalty: 5385.672363
	Iteration 10Q: 3 clusters Score -9726174 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -9726763.000000 Penalty: 5385.672363
	Iteration 11Q: 3 clusters Score -9726763 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -9727094.000000 Penalty: 5385.672363
	Iteration 12Q: 3 clusters Score -9727094 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -9727502.000000 Penalty: 5385.672363
	Iteration 13Q: 3 clusters Score -9727502 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -9727881.000000 Penalty: 5385.672363
	Iteration 14Q: 3 clusters Score -9727881 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -9728375.000000 Penalty: 5385.672363
	Iteration 15Q: 3 clusters Score -9728375 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -9728721.000000 Penalty: 5385.672363
	Iteration 16Q: 3 clusters Score -9728721 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -9729059.000000 Penalty: 5385.672363
	Iteration 17Q: 3 clusters Score -9729059 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -9729290.000000 Penalty: 5385.672363
	Iteration 18Q: 3 clusters Score -9729290 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -9729528.000000 Penalty: 5385.672363
	Iteration 19Q: 3 clusters Score -9729528 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -9729667.000000 Penalty: 5385.672363
	Iteration 20F: 3 clusters Score -9729667 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -9729747.000000 Penalty: 5385.672363
	Iteration 21Q: 3 clusters Score -9729747 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -9729849.000000 Penalty: 5385.672363
	Iteration 22Q: 3 clusters Score -9729849 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -9729934.000000 Penalty: 5385.672363
	Iteration 23Q: 3 clusters Score -9729934 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -9729988.000000 Penalty: 5385.672363
	Iteration 24Q: 3 clusters Score -9729988 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -9730002.000000 Penalty: 5385.672363
	Iteration 25Q: 3 clusters Score -9730002 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -9730046.000000 Penalty: 5385.672363
	Iteration 26Q: 3 clusters Score -9730046 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -9730069.000000 Penalty: 5385.672363
	Iteration 27Q: 3 clusters Score -9730069 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -9730088.000000 Penalty: 5385.672363
	Iteration 28Q: 3 clusters Score -9730088 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -9730117.000000 Penalty: 5385.672363
	Iteration 29Q: 3 clusters Score -9730117 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -9730154.000000 Penalty: 5385.672363
	Iteration 30Q: 3 clusters Score -9730154 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -9730174.000000 Penalty: 5385.672363
	Iteration 31Q: 3 clusters Score -9730174 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -9730210.000000 Penalty: 5385.672363
	Iteration 32Q: 3 clusters Score -9730210 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -9730224.000000 Penalty: 5385.672363
	Iteration 33Q: 3 clusters Score -9730224 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -9730242.000000 Penalty: 5385.672363
	Iteration 34Q: 3 clusters Score -9730242 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -9730272.000000 Penalty: 5385.672363
	Iteration 35Q: 3 clusters Score -9730272 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -9730264.000000 Penalty: 5385.672363
	Iteration 36Q: 3 clusters Score -9730264 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -9730258.000000 Penalty: 5385.672363
	Iteration 37Q: 3 clusters Score -9730258 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -9730239.000000 Penalty: 5385.672363
	Iteration 38Q: 3 clusters Score -9730239 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -9730226.000000 Penalty: 5385.672363
	Iteration 39Q: 3 clusters Score -9730226 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -9730235.000000 Penalty: 5385.672363
	Iteration 40F: 3 clusters Score -9730235 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -9730232.000000 Penalty: 5385.672363
	Iteration 41Q: 3 clusters Score -9730232 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -9730241.000000 Penalty: 5385.672363
	Iteration 42Q: 3 clusters Score -9730241 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -9730249.000000 Penalty: 5385.672363
	Iteration 43Q: 3 clusters Score -9730249 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -9730260.000000 Penalty: 5385.672363
	Iteration 44Q: 3 clusters Score -9730260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -9730276.000000 Penalty: 5385.672363
	Iteration 45Q: 3 clusters Score -9730276 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -9730293.000000 Penalty: 5385.672363
	Iteration 46Q: 3 clusters Score -9730293 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -9730306.000000 Penalty: 5385.672363
	Iteration 47Q: 3 clusters Score -9730306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -9730295.000000 Penalty: 5385.672363
	Iteration 48Q: 3 clusters Score -9730295 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -9730305.000000 Penalty: 5385.672363
	Iteration 49Q: 3 clusters Score -9730305 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -9730311.000000 Penalty: 5385.672363
	Iteration 50Q: 3 clusters Score -9730311 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -9730320.000000 Penalty: 5385.672363
	Iteration 51Q: 3 clusters Score -9730320 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -9730348.000000 Penalty: 5385.672363
	Iteration 52Q: 3 clusters Score -9730348 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -9730376.000000 Penalty: 5385.672363
	Iteration 53Q: 3 clusters Score -9730376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -9730382.000000 Penalty: 5385.672363
	Iteration 54Q: 3 clusters Score -9730382 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -9730395.000000 Penalty: 5385.672363
	Iteration 55Q: 3 clusters Score -9730395 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -9730408.000000 Penalty: 5385.672363
	Iteration 56Q: 3 clusters Score -9730408 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -9730433.000000 Penalty: 5385.672363
	Iteration 57Q: 3 clusters Score -9730433 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -9730474.000000 Penalty: 5385.672363
	Iteration 58Q: 3 clusters Score -9730474 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -9730487.000000 Penalty: 5385.672363
	Iteration 59Q: 3 clusters Score -9730487 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -9730536.000000 Penalty: 5385.672363
	Iteration 60F: 3 clusters Score -9730536 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -9730562.000000 Penalty: 5385.672363
	Iteration 61Q: 3 clusters Score -9730562 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -9730562.000000 Penalty: 5385.672363
	Iteration 62Q: 3 clusters Score -9730562 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -9730577.000000 Penalty: 5385.672363
	Iteration 63Q: 3 clusters Score -9730577 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -9730591.000000 Penalty: 5385.672363
	Iteration 64Q: 3 clusters Score -9730591 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -9730594.000000 Penalty: 5385.672363
	Iteration 65Q: 3 clusters Score -9730594 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -9730576.000000 Penalty: 5385.672363
	Iteration 66Q: 3 clusters Score -9730576 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -9730566.000000 Penalty: 5385.672363
	Iteration 67Q: 3 clusters Score -9730566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -9730566.000000 Penalty: 5385.672363
	Iteration 68Q: 3 clusters Score -9730566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -9730561.000000 Penalty: 5385.672363
	Iteration 69Q: 3 clusters Score -9730561 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -9730568.000000 Penalty: 5385.672363
	Iteration 70Q: 3 clusters Score -9730568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -9730546.000000 Penalty: 5385.672363
	Iteration 71Q: 3 clusters Score -9730546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -9730536.000000 Penalty: 5385.672363
	Iteration 72Q: 3 clusters Score -9730536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -9730528.000000 Penalty: 5385.672363
	Iteration 73Q: 3 clusters Score -9730528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -9730524.000000 Penalty: 5385.672363
	Iteration 74Q: 3 clusters Score -9730524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -9730524.000000 Penalty: 5385.672363
	Iteration 75Q: 3 clusters Score -9730524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -9730521.000000 Penalty: 5385.672363
	Iteration 76Q: 3 clusters Score -9730521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -9730519.000000 Penalty: 5385.672363
	Iteration 77Q: 3 clusters Score -9730519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -9730503.000000 Penalty: 5385.672363
	Iteration 78Q: 3 clusters Score -9730503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -9730485.000000 Penalty: 5385.672363
	Iteration 79Q: 3 clusters Score -9730485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -9730490.000000 Penalty: 5385.672363
	Iteration 80F: 3 clusters Score -9730490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -9730504.000000 Penalty: 5385.672363
	Iteration 81Q: 3 clusters Score -9730504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -9730489.000000 Penalty: 5385.672363
	Iteration 82Q: 3 clusters Score -9730489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -9730489.000000 Penalty: 5385.672363
	Iteration 83Q: 3 clusters Score -9730489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -9730496.000000 Penalty: 5385.672363
	Iteration 84Q: 3 clusters Score -9730496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -9730483.000000 Penalty: 5385.672363
	Iteration 85Q: 3 clusters Score -9730483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -9730479.000000 Penalty: 5385.672363
	Iteration 86Q: 3 clusters Score -9730479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -9730462.000000 Penalty: 5385.672363
	Iteration 87Q: 3 clusters Score -9730462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -9730471.000000 Penalty: 5385.672363
	Iteration 88Q: 3 clusters Score -9730471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -9730462.000000 Penalty: 5385.672363
	Iteration 89Q: 3 clusters Score -9730462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -9730466.000000 Penalty: 5385.672363
	Iteration 90Q: 3 clusters Score -9730466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -9730461.000000 Penalty: 5385.672363
	Iteration 91Q: 3 clusters Score -9730461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -9730457.000000 Penalty: 5385.672363
	Iteration 92Q: 3 clusters Score -9730457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -9730463.000000 Penalty: 5385.672363
	Iteration 93Q: 3 clusters Score -9730463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -9730455.000000 Penalty: 5385.672363
	Iteration 94Q: 3 clusters Score -9730455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -9730442.000000 Penalty: 5385.672363
	Iteration 95Q: 3 clusters Score -9730442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -9730446.000000 Penalty: 5385.672363
	Iteration 96Q: 3 clusters Score -9730446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -9730447.000000 Penalty: 5385.672363
	Iteration 97Q: 3 clusters Score -9730447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -9730444.000000 Penalty: 5385.672363
	Iteration 98Q: 3 clusters Score -9730444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -9730427.000000 Penalty: 5385.672363
	Iteration 99Q: 3 clusters Score -9730427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -9730434.000000 Penalty: 5385.672363
	Iteration 100F: 3 clusters Score -9730434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -9730420.000000 Penalty: 5385.672363
	Iteration 101Q: 3 clusters Score -9730420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -9730418.000000 Penalty: 5385.672363
	Iteration 102Q: 3 clusters Score -9730418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -9730420.000000 Penalty: 5385.672363
	Iteration 103Q: 3 clusters Score -9730420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -9730422.000000 Penalty: 5385.672363
	Iteration 104Q: 3 clusters Score -9730422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -9730425.000000 Penalty: 5385.672363
	Iteration 105Q: 3 clusters Score -9730425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -9730417.000000 Penalty: 5385.672363
	Iteration 106Q: 3 clusters Score -9730417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -9730406.000000 Penalty: 5385.672363
	Iteration 107Q: 3 clusters Score -9730406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -9730402.000000 Penalty: 5385.672363
	Iteration 108Q: 3 clusters Score -9730402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -9730413.000000 Penalty: 5385.672363
	Iteration 109Q: 3 clusters Score -9730413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -9730406.000000 Penalty: 5385.672363
	Iteration 110Q: 3 clusters Score -9730406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -9730412.000000 Penalty: 5385.672363
	Iteration 111Q: 3 clusters Score -9730412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -9730408.000000 Penalty: 5385.672363
	Iteration 112Q: 3 clusters Score -9730408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -9730404.000000 Penalty: 5385.672363
	Iteration 113Q: 3 clusters Score -9730404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -9730404.000000 Penalty: 5385.672363
	Iteration 114F: 3 clusters Score -9730404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38760 members 
Mstep: Class 3 contains 41610 members 
Mstep: Class 4 contains 34213 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45487 members 
Mstep: Class 7 contains 44286 members 
Mstep: Class 8 contains 5886 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 3018 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42554 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 45229 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31463 members 
Mstep: Class 21 contains 34956 members 
Mstep: Class 22 contains 41620 members 
Mstep: Class 23 contains 18665 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46989 members 
Mstep: Class 26 contains 48396 members 
Mstep: Class 27 contains 42833 members 
Mstep: Class 28 contains 9126 members 
Entering Unmasked Estep 
Score: -106690112.000000 Penalty: 92210.640625
Splitting cluster 27 changes total score from -106688088.000000 to -106690112.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38760 members 
Mstep: Class 3 contains 41610 members 
Mstep: Class 4 contains 34213 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45487 members 
Mstep: Class 7 contains 44286 members 
Mstep: Class 8 contains 5886 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 3018 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42554 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 45229 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31463 members 
Mstep: Class 21 contains 34956 members 
Mstep: Class 22 contains 41620 members 
Mstep: Class 23 contains 18665 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46989 members 
Mstep: Class 26 contains 48396 members 
Mstep: Class 27 contains 42833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691840.000000 Penalty: 92210.640625
Iteration 479Q: 29 clusters Score -1.066918e+08 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38927 members 
Mstep: Class 3 contains 41508 members 
Mstep: Class 4 contains 34206 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45632 members 
Mstep: Class 7 contains 44167 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42515 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 45242 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31339 members 
Mstep: Class 21 contains 34962 members 
Mstep: Class 22 contains 41341 members 
Mstep: Class 23 contains 18625 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46687 members 
Mstep: Class 26 contains 47499 members 
Mstep: Class 27 contains 45010 members 
Mstep: Class 28 contains 8578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692408.000000 Penalty: 92210.640625
Iteration 480F: 29 clusters Score -1.066924e+08 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38755 members 
Mstep: Class 3 contains 41332 members 
Mstep: Class 4 contains 34189 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45558 members 
Mstep: Class 7 contains 43951 members 
Mstep: Class 8 contains 5817 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42454 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 45292 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31198 members 
Mstep: Class 21 contains 34952 members 
Mstep: Class 22 contains 41102 members 
Mstep: Class 23 contains 18519 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46430 members 
Mstep: Class 26 contains 46440 members 
Mstep: Class 27 contains 46658 members 
Mstep: Class 28 contains 9471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692776.000000 Penalty: 92210.640625
Iteration 481Q: 29 clusters Score -1.066928e+08 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38672 members 
Mstep: Class 3 contains 41190 members 
Mstep: Class 4 contains 34180 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45522 members 
Mstep: Class 7 contains 43794 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2978 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42369 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 45345 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 31069 members 
Mstep: Class 21 contains 34953 members 
Mstep: Class 22 contains 40914 members 
Mstep: Class 23 contains 18252 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46250 members 
Mstep: Class 26 contains 45893 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 10057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692608.000000 Penalty: 92210.640625
Iteration 482Q: 29 clusters Score -1.066926e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38537 members 
Mstep: Class 3 contains 41095 members 
Mstep: Class 4 contains 34168 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45500 members 
Mstep: Class 7 contains 43695 members 
Mstep: Class 8 contains 5769 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2969 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42329 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 45395 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30962 members 
Mstep: Class 21 contains 34934 members 
Mstep: Class 22 contains 40747 members 
Mstep: Class 23 contains 17940 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46122 members 
Mstep: Class 26 contains 45518 members 
Mstep: Class 27 contains 48794 members 
Mstep: Class 28 contains 10638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692048.000000 Penalty: 92210.640625
Iteration 483Q: 29 clusters Score -1.06692e+08 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38380 members 
Mstep: Class 3 contains 41003 members 
Mstep: Class 4 contains 34159 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45468 members 
Mstep: Class 7 contains 43652 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2963 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 42275 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 45446 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30858 members 
Mstep: Class 21 contains 34907 members 
Mstep: Class 22 contains 40645 members 
Mstep: Class 23 contains 17562 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 46015 members 
Mstep: Class 26 contains 45339 members 
Mstep: Class 27 contains 49499 members 
Mstep: Class 28 contains 11201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691392.000000 Penalty: 92210.640625
Iteration 484Q: 29 clusters Score -1.066914e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38194 members 
Mstep: Class 3 contains 40939 members 
Mstep: Class 4 contains 34143 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45428 members 
Mstep: Class 7 contains 43600 members 
Mstep: Class 8 contains 5726 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 42190 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 45490 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30773 members 
Mstep: Class 21 contains 34900 members 
Mstep: Class 22 contains 40566 members 
Mstep: Class 23 contains 17144 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45950 members 
Mstep: Class 26 contains 45287 members 
Mstep: Class 27 contains 50094 members 
Mstep: Class 28 contains 11741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691296.000000 Penalty: 92210.640625
Iteration 485Q: 29 clusters Score -1.066913e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37977 members 
Mstep: Class 3 contains 40880 members 
Mstep: Class 4 contains 34130 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45380 members 
Mstep: Class 7 contains 43610 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2480 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2956 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42130 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 45570 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30704 members 
Mstep: Class 21 contains 34872 members 
Mstep: Class 22 contains 40499 members 
Mstep: Class 23 contains 16717 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45899 members 
Mstep: Class 26 contains 45293 members 
Mstep: Class 27 contains 50501 members 
Mstep: Class 28 contains 12305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691168.000000 Penalty: 92210.640625
Iteration 486Q: 29 clusters Score -1.066912e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37753 members 
Mstep: Class 3 contains 40836 members 
Mstep: Class 4 contains 34102 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45345 members 
Mstep: Class 7 contains 43600 members 
Mstep: Class 8 contains 5697 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2479 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2954 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42057 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 45629 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30641 members 
Mstep: Class 21 contains 34859 members 
Mstep: Class 22 contains 40403 members 
Mstep: Class 23 contains 16279 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45860 members 
Mstep: Class 26 contains 45454 members 
Mstep: Class 27 contains 50770 members 
Mstep: Class 28 contains 12889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106690912.000000 Penalty: 92210.640625
Iteration 487Q: 29 clusters Score -1.066909e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37530 members 
Mstep: Class 3 contains 40794 members 
Mstep: Class 4 contains 34086 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45306 members 
Mstep: Class 7 contains 43556 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2479 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2958 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42001 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 45700 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30580 members 
Mstep: Class 21 contains 34845 members 
Mstep: Class 22 contains 40323 members 
Mstep: Class 23 contains 15900 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45819 members 
Mstep: Class 26 contains 45568 members 
Mstep: Class 27 contains 50934 members 
Mstep: Class 28 contains 13538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691008.000000 Penalty: 92210.640625
Iteration 488Q: 29 clusters Score -1.06691e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37293 members 
Mstep: Class 3 contains 40766 members 
Mstep: Class 4 contains 34076 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45262 members 
Mstep: Class 7 contains 43530 members 
Mstep: Class 8 contains 5686 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2479 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2968 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41948 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 45752 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30526 members 
Mstep: Class 21 contains 34828 members 
Mstep: Class 22 contains 40272 members 
Mstep: Class 23 contains 15563 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45770 members 
Mstep: Class 26 contains 45690 members 
Mstep: Class 27 contains 51008 members 
Mstep: Class 28 contains 14190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691320.000000 Penalty: 92210.640625
Iteration 489Q: 29 clusters Score -1.066913e+08 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37039 members 
Mstep: Class 3 contains 40732 members 
Mstep: Class 4 contains 34062 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45181 members 
Mstep: Class 7 contains 43496 members 
Mstep: Class 8 contains 5679 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2479 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2975 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41915 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45795 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30477 members 
Mstep: Class 21 contains 34825 members 
Mstep: Class 22 contains 40219 members 
Mstep: Class 23 contains 15241 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45698 members 
Mstep: Class 26 contains 45852 members 
Mstep: Class 27 contains 51047 members 
Mstep: Class 28 contains 14896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691280.000000 Penalty: 92210.640625
Iteration 490Q: 29 clusters Score -1.066913e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36750 members 
Mstep: Class 3 contains 40699 members 
Mstep: Class 4 contains 34056 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45104 members 
Mstep: Class 7 contains 43494 members 
Mstep: Class 8 contains 5671 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2478 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2969 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41868 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45813 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30440 members 
Mstep: Class 21 contains 34809 members 
Mstep: Class 22 contains 40141 members 
Mstep: Class 23 contains 14938 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45656 members 
Mstep: Class 26 contains 46050 members 
Mstep: Class 27 contains 51040 members 
Mstep: Class 28 contains 15632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691200.000000 Penalty: 92210.640625
Iteration 491Q: 29 clusters Score -1.066912e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36434 members 
Mstep: Class 3 contains 40682 members 
Mstep: Class 4 contains 34043 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45084 members 
Mstep: Class 7 contains 43471 members 
Mstep: Class 8 contains 5665 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2477 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2967 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41827 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45816 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30394 members 
Mstep: Class 21 contains 34798 members 
Mstep: Class 22 contains 40077 members 
Mstep: Class 23 contains 14699 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45610 members 
Mstep: Class 26 contains 46190 members 
Mstep: Class 27 contains 50995 members 
Mstep: Class 28 contains 16379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691416.000000 Penalty: 92210.640625
Iteration 492Q: 29 clusters Score -1.066914e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36132 members 
Mstep: Class 3 contains 40666 members 
Mstep: Class 4 contains 34033 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 45014 members 
Mstep: Class 7 contains 43454 members 
Mstep: Class 8 contains 5661 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2476 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41784 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45803 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30357 members 
Mstep: Class 21 contains 34774 members 
Mstep: Class 22 contains 40016 members 
Mstep: Class 23 contains 14489 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45597 members 
Mstep: Class 26 contains 46328 members 
Mstep: Class 27 contains 50896 members 
Mstep: Class 28 contains 17166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692024.000000 Penalty: 92210.640625
Iteration 493Q: 29 clusters Score -1.06692e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35883 members 
Mstep: Class 3 contains 40657 members 
Mstep: Class 4 contains 34026 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44947 members 
Mstep: Class 7 contains 43430 members 
Mstep: Class 8 contains 5652 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41732 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45766 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30305 members 
Mstep: Class 21 contains 34755 members 
Mstep: Class 22 contains 39946 members 
Mstep: Class 23 contains 14279 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45585 members 
Mstep: Class 26 contains 46461 members 
Mstep: Class 27 contains 50781 members 
Mstep: Class 28 contains 17967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106691944.000000 Penalty: 92210.640625
Iteration 494Q: 29 clusters Score -1.066919e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35614 members 
Mstep: Class 3 contains 40647 members 
Mstep: Class 4 contains 34015 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44849 members 
Mstep: Class 7 contains 43399 members 
Mstep: Class 8 contains 5646 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 2963 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41687 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45728 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30272 members 
Mstep: Class 21 contains 34730 members 
Mstep: Class 22 contains 39876 members 
Mstep: Class 23 contains 14087 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45567 members 
Mstep: Class 26 contains 46584 members 
Mstep: Class 27 contains 50665 members 
Mstep: Class 28 contains 18807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692264.000000 Penalty: 92210.640625
Iteration 495Q: 29 clusters Score -1.066923e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35335 members 
Mstep: Class 3 contains 40642 members 
Mstep: Class 4 contains 34000 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44775 members 
Mstep: Class 7 contains 43353 members 
Mstep: Class 8 contains 5635 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41628 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45668 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30231 members 
Mstep: Class 21 contains 34718 members 
Mstep: Class 22 contains 39814 members 
Mstep: Class 23 contains 13902 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45571 members 
Mstep: Class 26 contains 46701 members 
Mstep: Class 27 contains 50583 members 
Mstep: Class 28 contains 19619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692608.000000 Penalty: 92210.640625
Iteration 496Q: 29 clusters Score -1.066926e+08 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35040 members 
Mstep: Class 3 contains 40633 members 
Mstep: Class 4 contains 33983 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44722 members 
Mstep: Class 7 contains 43331 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2468 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 2958 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41558 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45621 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30195 members 
Mstep: Class 21 contains 34713 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 13744 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45547 members 
Mstep: Class 26 contains 46778 members 
Mstep: Class 27 contains 50500 members 
Mstep: Class 28 contains 20438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692728.000000 Penalty: 92210.640625
Iteration 497Q: 29 clusters Score -1.066927e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34774 members 
Mstep: Class 3 contains 40620 members 
Mstep: Class 4 contains 33966 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44651 members 
Mstep: Class 7 contains 43300 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 2950 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41504 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45595 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30159 members 
Mstep: Class 21 contains 34709 members 
Mstep: Class 22 contains 39692 members 
Mstep: Class 23 contains 13563 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45512 members 
Mstep: Class 26 contains 46811 members 
Mstep: Class 27 contains 50482 members 
Mstep: Class 28 contains 21227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692832.000000 Penalty: 92210.640625
Iteration 498Q: 29 clusters Score -1.066928e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34486 members 
Mstep: Class 3 contains 40593 members 
Mstep: Class 4 contains 33959 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44600 members 
Mstep: Class 7 contains 43277 members 
Mstep: Class 8 contains 5626 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 41432 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45587 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30115 members 
Mstep: Class 21 contains 34697 members 
Mstep: Class 22 contains 39655 members 
Mstep: Class 23 contains 13379 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45477 members 
Mstep: Class 26 contains 46813 members 
Mstep: Class 27 contains 50483 members 
Mstep: Class 28 contains 22018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106692904.000000 Penalty: 92210.640625
Iteration 499Q: 29 clusters Score -1.066929e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34208 members 
Mstep: Class 3 contains 40524 members 
Mstep: Class 4 contains 33951 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 44574 members 
Mstep: Class 7 contains 43262 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 2941 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 41387 members 
Mstep: Class 17 contains 261 members 
Mstep: Class 18 contains 45562 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 30075 members 
Mstep: Class 21 contains 34689 members 
Mstep: Class 22 contains 39616 members 
Mstep: Class 23 contains 13192 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 45445 members 
Mstep: Class 26 contains 46854 members 
Mstep: Class 27 contains 50515 members 
Mstep: Class 28 contains 22722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -106693040.000000 Penalty: 92210.640625
Iteration 500F: 29 clusters Score -1.06693e+08 nChanged 2113
Maximum iterations exceeded
--- Evaluating fit on full set of 1754678 points ---
Entering Unmasked Estep 
Score: -322227040.000000 Penalty: 99839.414062
25->29 Clusters: Score -322227040.000000, best is -322551680.000000

Main iterations: 0 (time per=infms)
Total iterations: 86105 (time per=354.931298ms)
Iterations metric 2: 4308355514368.000000 (time per=7.093509ns)
Iterations metric 3: 129256394850304.000000 (time per=236.439825ps)

That took 30561.359375 seconds.
